diff --git a/hw_3_unsupervised_learning/code/Cluster_tSNE.ipynb b/hw_3_unsupervised_learning/code/Cluster_tSNE.ipynb
new file mode 100644
index 0000000..18c3432
--- /dev/null
+++ b/hw_3_unsupervised_learning/code/Cluster_tSNE.ipynb
@@ -0,0 +1,2935 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "cd99e5a2-a34b-4719-b5f6-625d57d197d3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import warnings\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import random\n",
+    "import seaborn as sns\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "from os.path import join\n",
+    "from IPython import display\n",
+    "from sklearn.datasets import load_digits\n",
+    "from sklearn.datasets import make_blobs\n",
+    "from sklearn.decomposition import PCA\n",
+    "from sklearn.manifold import TSNE\n",
+    "from sklearn.metrics import (silhouette_score, homogeneity_score, completeness_score, v_measure_score) \n",
+    "from sklearn.cluster import (KMeans, AgglomerativeClustering, DBSCAN)\n",
+    "from sklearn.preprocessing import StandardScaler"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "5d1495a6-f860-452e-a2ca-034ecdb853bf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATA_PATH = \"../data\"\n",
+    "plt.rcParams[\"figure.figsize\"] = 12, 9\n",
+    "sns.set_style(\"whitegrid\")\n",
+    "warnings.filterwarnings(\"ignore\")\n",
+    "\n",
+    "SEED = 111\n",
+    "random.seed(SEED)\n",
+    "np.random.seed(SEED)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1bc8de22-340d-4a2e-a88f-927770111be1",
+   "metadata": {},
+   "source": [
+    "### Задание 1. Реализация Kmeans\n",
+    "\n",
+    "5 баллов"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2554377b-7fa9-4198-888c-47d1c37f5283",
+   "metadata": {},
+   "source": [
+    "В данном задании вам предстоит дописать код класса `MyKMeans`. Мы на простом примере увидим, как подбираются центры кластеров и научимся их визуализировать."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e1018a29-7e2a-4041-8e8b-c871668ec7fa",
+   "metadata": {},
+   "source": [
+    "Сгенерируем простой набор данных, 400 объектов и 2 признака (чтобы все быстро работало и можно было легко нарисовать):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "b7fc05e1-c5ff-4c15-af0e-079833e1413d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "X, true_labels = make_blobs(400, 2, centers=[[0, 0], [-4, 0], [3.5, 3.5], [3.5, -2.0]])#Generate isotropic Gaussian blobs for clustering."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fb54d1c6-a093-40b5-acaa-042b15afb9e1",
+   "metadata": {},
+   "source": [
+    "Напишем функцию `visualize_clusters`, которая по данным и меткам кластеров будет рисовать их и разукрашивать:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "25de72de-5fd0-408b-88f2-3b7325c4dbc1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def visualize_clusters(X, labels):\n",
+    "    \"\"\"\n",
+    "    Функция для визуализации кластеров\n",
+    "        :param X: таблица объекты х признаки\n",
+    "        :param labels: np.array[n_samples] - номера кластеров\n",
+    "    \"\"\"\n",
+    "    \n",
+    "    unique_labels = np.sort(np.unique(labels))\n",
+    "    sns.scatterplot(x=X[:, 0], y=X[:, 1], hue=labels, \n",
+    "                    palette=\"colorblind\", legend=False,\n",
+    "                    hue_order=unique_labels)\n",
+    "    plt.xlabel(\"$X_1$\", fontsize=18)\n",
+    "    plt.ylabel(\"$X_2$\", fontsize=18)\n",
+    "    \n",
+    "    for label in labels:\n",
+    "        center = X[(labels == label)].mean(axis=0)\n",
+    "        plt.scatter(center[0], center[1], s=80, c=\"#201F12\", marker=(5, 2))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "d633f931-dd91-4406-84e5-8c0c610cdad4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "visualize_clusters(X, true_labels)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b1d79024-9510-4e1d-9cf8-9c8f99317cd7",
+   "metadata": {},
+   "source": [
+    "Напишем свой класс `MyKMeans`, который будет реализовывать алгоритм кластеризации K-средних. Напомним сам алгоритм:\n",
+    "\n",
+    "1. Выбираем число кластеров (K)\n",
+    "2. Случайно инициализируем K точек (или выбираем из данных), это будут начальные центры наших кластеров\n",
+    "3. Далее для каждого объекта считаем расстояние до всех кластеров и присваиваем ему метку ближайщего\n",
+    "4. Далее для каждого кластера считаем \"центр масс\" (среднее значение для каждого признака по всем объектам кластера)\n",
+    "5. Этот \"центр масс\" становится новым центром кластера\n",
+    "6. Повторяем п.3, 4, 5 заданное число итераций или до сходимости\n",
+    "\n",
+    "Во время предсказания алгоритм просто находит ближайщий центроид (центр кластера) для тестового объекта и возвращает его номер."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8bea2fc4-ba1f-41f0-9969-f9e6d7d7d796",
+   "metadata": {},
+   "source": [
+    "Реализуйте методы:\n",
+    "* `_calculate_distance(X, centroid)` - вычисляет Евклидово расстояние от всех объектов в `Х` до заданного центра кластера (`centroid`)\n",
+    "* `predict(X)` - для каждого элемента из `X` возвращает номер кластера, к которому относится данный элемент"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "1037858c-086a-47b7-8786-f5750569edd1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class MyKMeans:\n",
+    "    def __init__(self, n_clusters, init=\"random\", max_iter=300, visualize=False):\n",
+    "        \"\"\"\n",
+    "        Конструктор класса MyKMeans\n",
+    "            :param n_clusters: число кластеров\n",
+    "            :param init: способ инициализации центров кластеров\n",
+    "                'random' - генерирует координаты случайно из нормального распределения\n",
+    "                'sample' - выбирает центроиды случайно из объектов выборки\n",
+    "            :param max_iter: заданное число итераций \n",
+    "                (мы не будем реализовывать другой критерий остановки)\n",
+    "            :param visualize: рисовать ли кластеры и их центроиды в процессе работы\n",
+    "                код будет работать сильно дольше, но красиво...\n",
+    "        \"\"\"\n",
+    "        \n",
+    "        assert init in [\"random\", \"sample\"], f\"Неизвестный метод инициализации {init}\"\n",
+    "        self.n_clusters = n_clusters\n",
+    "        self.init = init\n",
+    "        self.max_iter = max_iter\n",
+    "        self.centroids = None\n",
+    "        self.visualize = visualize\n",
+    "       \n",
+    "    \n",
+    "    def fit(self, X):\n",
+    "        \"\"\"\n",
+    "        Подбирает оптимальные центры кластеров\n",
+    "            :param X: наши данные (n_samples, n_features)\n",
+    "        :return self: все как в sklearn\n",
+    "        \"\"\"\n",
+    "        \n",
+    "        n_samples, n_features = X.shape\n",
+    "        \n",
+    "        # Инициализация центров кластеров\n",
+    "        if self.init == \"random\":\n",
+    "            centroids = np.random.randn(self.n_clusters, n_features)\n",
+    "        elif self.init == \"sample\":\n",
+    "            centroids_idx = np.random.choice(np.arange(n_samples), \n",
+    "                                             size=self.n_clusters, \n",
+    "                                             replace=False)\n",
+    "            centroids = X[centroids_idx]\n",
+    "        \n",
+    "        # Итеративно двигаем центры\n",
+    "        for _ in range(self.max_iter):\n",
+    "            # Посчитаем расстояния для всех объектов до каждого центроида\n",
+    "            dists = []\n",
+    "            for centroid in centroids:\n",
+    "                dists.append(self._calculate_distance(X, centroid))\n",
+    "            dists = np.concatenate(dists, axis=1)\n",
+    "            # Для каждого объекта найдем, к какому центроиду он ближе\n",
+    "            cluster_labels = np.argmin(dists, axis=1)\n",
+    "            \n",
+    "            # Пересчитаем центр масс для каждого кластера\n",
+    "            centroids = []\n",
+    "            for label in np.sort(np.unique(cluster_labels)):\n",
+    "                center = X[(cluster_labels == label)].mean(axis=0)\n",
+    "                centroids.append(center)\n",
+    "            \n",
+    "            # Отрисуем точки, покрасим по меткам кластера, а также изобразим центроиды\n",
+    "            if self.visualize:\n",
+    "                visualize_clusters(X, cluster_labels)\n",
+    "                display.clear_output(wait=True)\n",
+    "                display.display(plt.gcf())\n",
+    "                plt.close()\n",
+    "                \n",
+    "        self.centroids = np.array(centroids)\n",
+    "        \n",
+    "        return self\n",
+    "    \n",
+    "    \n",
+    "    def predict(self, X):#прото говорит в какой кластер попал новый объект\n",
+    "        \"\"\"\n",
+    "        Для каждого X возвращает номер кластера, к которому он относится\n",
+    "            :param X: наши данные (n_samples, n_features)\n",
+    "        :return cluster_labels: метки кластеров\n",
+    "        \"\"\"\n",
+    "        \n",
+    "        \"\"\"\n",
+    "        YOUR CODE IS HERE\n",
+    "        \"\"\"\n",
+    "        #нужно опять посчитать расстояния \"новых\" иксов до вычисленных ранее центроиж \n",
+    "        dists = []\n",
+    "        for centroid in self.centroids:\n",
+    "            dists.append(self._calculate_distance(X, centroid))\n",
+    "        dists = np.concatenate(dists, axis=1)\n",
+    "        # найти ближайший\n",
+    "        cluster_labels = np.argmin(dists, axis=1)\n",
+    "        \n",
+    "        #cluster_labels = None\n",
+    "            \n",
+    "        return cluster_labels\n",
+    "        \n",
+    "        \n",
+    "    def _calculate_distance(self, X, centroid):\n",
+    "        \"\"\"\n",
+    "        Вычисляет Евклидово расстояние от всех объектов в Х до заданного центра кластера (centroid)\n",
+    "            :param X: наши данные (n_samples, n_features)\n",
+    "            :param centroid: координаты центра кластера\n",
+    "        :return dist: расстояния от всех X до центра кластера\n",
+    "        \"\"\"\n",
+    "        \n",
+    "        \"\"\"\n",
+    "        YOUR CODE IS HERE\n",
+    "        \"\"\"\n",
+    "        dist = np.linalg.norm((X - centroid), axis=1)\n",
+    "        \n",
+    "        return dist.reshape(X.shape[0], 1)\n",
+    "    \n",
+    "    \n",
+    "    def __repr__(self):\n",
+    "        return f\"Привет, я твой KMeans (/¯◡ ‿ ◡)/¯☆*\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "29842c6f-0db4-4fa9-b7e1-5ccb944b9864",
+   "metadata": {},
+   "source": [
+    "Обучите `MyKMeans` на наших игручешных данных, добейтесь сходимости. Не забудьте поставить `visualize=True`, чтобы посмотреть на красивые картинки. Также попробуйте различные способы инициализации центроидов и скажите, какой лучше подошел в этой ситуации."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "2aa1571a-1ee3-4fde-890e-f37b228ed3e7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.564\n"
+     ]
+    }
+   ],
+   "source": [
+    "#сначала фит\n",
+    "mkm = MyKMeans(n_clusters = 4, init=\"random\", max_iter=10, visualize=True)\n",
+    "mkm.fit(X)\n",
+    "\n",
+    "#теперь ремикс*, ладно теперь предикт\n",
+    "labels_pred = mkm.predict(X)\n",
+    "#* - шутка типо feat и remix, как будто треки тут исполняем)\n",
+    "\n",
+    "#и глянем силуэт\n",
+    "print(f'{silhouette_score(X, labels_pred):1.3}')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "6bfab088-1035-4926-93e3-7f134cfed12f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.564\n"
+     ]
+    }
+   ],
+   "source": [
+    "#то же самое, но для другого типа выбора центроид (среди имеющихся точек)\n",
+    "mkm = MyKMeans(n_clusters = 4, init=\"sample\", max_iter=10, visualize=True)\n",
+    "mkm.fit(X)\n",
+    "labels_pred = mkm.predict(X)\n",
+    "print(f'{silhouette_score(X, labels_pred):1.3}')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "15980bb5-a443-41f1-b749-cee6a32e4974",
+   "metadata": {},
+   "source": [
+    ">*Получается нет особенной разницы в конкретно этом примере в методе инициализации начальных центроид. (В значениях метрики силуэт особых различий нет + даже глазками можно глянуть и там кардинально нет изменений). Кстати значение самой метрики не прям топ (ну не 1, но и не -1).*\n",
+    "\n",
+    ">*Кстати, если смотреть на сами плоты, то можно увидеть, что некоторые пограничные точки не совсем верно определяются (они исходно принадлежат одному кластеру, но близки к другому). И изменением условий обучения (больше итераций и т.д.) не меняет ситуации, т.к. это чисто ограничение алгоритма.*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "81c005e8-2372-45ad-aefa-e7fa41b32b30",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Привет, я твой KMeans (/¯◡ ‿ ◡)/¯☆*'"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#кажется, тут ещё один встроенный лол)\n",
+    "repr(mkm)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "788a9e3e-461a-413b-84a5-4740387ff1f0",
+   "metadata": {},
+   "source": [
+    "### Задание 2. Подбираем лучшую иерархическую кластеризацию\n",
+    "\n",
+    "5 баллов"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "89fc5e02-7d4c-4df0-83c6-2d7f148b461d",
+   "metadata": {},
+   "source": [
+    "На лекции были рассмотрены различные расстояния, которые могут служить метриками различия между объектами. Также мы разобрали несколько алгоритмов кластеризации, в том числе и иерархическую. Часто может быть непонятно, какой алгоритм и какую метрику расстояния нужно взять. Давайте упростим себе жизнь и напишем функцию `algorithm_selection`, которая будет на основании переданных ей:\n",
+    "\n",
+    "* метрик расстояния (можно брать все, что было на лекциях, минимум 4)\n",
+    "* параметра `linkage` ('average', 'single', 'complete')\n",
+    "* и метрик качества кластеризации ('Homogeneity', 'Completeness', 'V-measure', 'Silhouette')\n",
+    "\n",
+    "будет выводить итоговую таблицу, в которую войдут столбцы:\n",
+    "* distance (метрика расстояния)\n",
+    "* linkage (алгоритм иерархической кластеризации)\n",
+    "* homogenity\n",
+    "* completeness\n",
+    "* v_measure\n",
+    "* silhouette\n",
+    "\n",
+    "В результате по этой таблице, нужно сделать вывод о том, какой алгоритм кластеризации и с какими гиперпараметрами лучше всего сработал."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "dcf06c6c-61e0-457e-9964-e7c97a36f1c6",
+   "metadata": {},
+   "source": [
+    "Загрузим наши данные:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "15a8d955-21ea-4a2f-af54-6cf06e0e2cb5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data = load_digits()\n",
+    "X, y = data.data, data.target"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "59d0b973-87a6-469f-af73-81b83fb7e129",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.imshow(X[0].reshape(8, 8).astype(int), cmap=\"gray\")\n",
+    "plt.axis(\"off\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a9d4cb2c-c3b1-4d08-a803-7a9699445b4b",
+   "metadata": {},
+   "source": [
+    "Работать будем с изображениями рукописных цифр. Тут все похоже на данные для 1 домашнего задания, каждая картинка представлена вектором из 64 элементов (числа от 0 до 255). Чтобы ее нарисовать мы должны сделать `reshape` в картинку 8 на 8 пикселей. Вам нужно будет выбрать наилучший способ кластеризации при помощи функции `algorithm_selection`, которую вы реализуете. Для некоторых метрик кластеризации требуются метки **классов** объектов (они хранятся в переменной `y`)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "16323581-d0cf-4e6a-9319-78a02aaad4d3",
+   "metadata": {},
+   "source": [
+    "##### YOUR TURN TO CODE"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "a52f8aa3-a13e-43bd-9851-d213213c9c05",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def algorithm_selection(X, y=None, distances=['euclidean', 'manhattan', 'minkowski', 'cosine', 'l1', 'l2'], \n",
+    "                        algorithms=['average', 'single', 'complete'], metrics=['Homogeneity', 'Completeness', 'V-measure', 'Silhouette'], n=10):\n",
+    "    \"\"\"\n",
+    "    Для заданных алгоримов кластеризации и гиперпараметров \n",
+    "    считает различные метрики кластеризации\n",
+    "        :param X: наши данные (n_samples, n_features)\n",
+    "        :param distances: список возможных метрик расстояния\n",
+    "        :param algorithm: параметр linkage ('average', 'single', 'complete')\n",
+    "        :param metrics: список возможных метрик качества кластеризации\n",
+    "    :return compare_dataframe: таблица с метриками кластеризации\n",
+    "    \"\"\"\n",
+    "\n",
+    "    \"\"\"\n",
+    "    YOUR CODE IS HERE\n",
+    "    \"\"\"\n",
+    "    columns_for_df = ['distance', 'linkage']. append(metrics)\n",
+    "    compare_dataframe = pd.DataFrame(columns=columns_for_df)\n",
+    "\n",
+    "    #определим метрики\n",
+    "    homogenity = None\n",
+    "    completeness = None\n",
+    "    v_measure = None\n",
+    "    silhouette = None\n",
+    "    \n",
+    "    for distance in distances:\n",
+    "        for algorithm in algorithms:#linkage\n",
+    "            clustering = AgglomerativeClustering(n_clusters=n, metric=distance, linkage=algorithm)\n",
+    "            labels_pred = clustering.fit_predict(X)\n",
+    "            res = {'distance': distance, 'linkage': algorithm}\n",
+    "            for metric in metrics:\n",
+    "                match metric:\n",
+    "                    case 'Homogeneity':\n",
+    "                        homogenity = homogeneity_score(y, labels_pred)\n",
+    "                        res['homogenity'] = [homogenity]\n",
+    "                    case 'Completeness':\n",
+    "                        completeness = completeness_score(y, labels_pred)\n",
+    "                        res['completeness'] = [completeness]\n",
+    "                    case 'V-measure':\n",
+    "                        v_measure = v_measure_score(y, labels_pred)\n",
+    "                        res['v_measure'] = [v_measure]\n",
+    "                    case 'Silhouette':\n",
+    "                        silhouette = silhouette_score(X, labels_pred)\n",
+    "                        res['silhouette'] = [silhouette]\n",
+    "            \n",
+    "            compare_dataframe = pd.concat([compare_dataframe, pd.DataFrame(res)], ignore_index=True) \n",
+    "    \n",
+    "    return compare_dataframe"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "27793997-669d-49a0-8ac5-88e10d23ff90",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>distance</th>\n",
+       "      <th>linkage</th>\n",
+       "      <th>homogenity</th>\n",
+       "      <th>completeness</th>\n",
+       "      <th>v_measure</th>\n",
+       "      <th>silhouette</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.655393</td>\n",
+       "      <td>0.782342</td>\n",
+       "      <td>0.713263</td>\n",
+       "      <td>0.146625</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.005056</td>\n",
+       "      <td>0.273755</td>\n",
+       "      <td>0.009929</td>\n",
+       "      <td>-0.133621</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.590549</td>\n",
+       "      <td>0.637772</td>\n",
+       "      <td>0.613253</td>\n",
+       "      <td>0.119271</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>manhattan</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.566751</td>\n",
+       "      <td>0.778942</td>\n",
+       "      <td>0.656117</td>\n",
+       "      <td>0.089217</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>manhattan</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.005102</td>\n",
+       "      <td>0.276237</td>\n",
+       "      <td>0.010019</td>\n",
+       "      <td>-0.166627</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>manhattan</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.646372</td>\n",
+       "      <td>0.686109</td>\n",
+       "      <td>0.665648</td>\n",
+       "      <td>0.140183</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>minkowski</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.655393</td>\n",
+       "      <td>0.782342</td>\n",
+       "      <td>0.713263</td>\n",
+       "      <td>0.146625</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>minkowski</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.005056</td>\n",
+       "      <td>0.273755</td>\n",
+       "      <td>0.009929</td>\n",
+       "      <td>-0.133621</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>minkowski</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.590549</td>\n",
+       "      <td>0.637772</td>\n",
+       "      <td>0.613253</td>\n",
+       "      <td>0.119271</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>cosine</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.648268</td>\n",
+       "      <td>0.808762</td>\n",
+       "      <td>0.719676</td>\n",
+       "      <td>0.129526</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>cosine</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.005050</td>\n",
+       "      <td>0.273389</td>\n",
+       "      <td>0.009916</td>\n",
+       "      <td>-0.158250</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>cosine</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.528727</td>\n",
+       "      <td>0.577415</td>\n",
+       "      <td>0.551999</td>\n",
+       "      <td>0.088021</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>l1</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.566751</td>\n",
+       "      <td>0.778942</td>\n",
+       "      <td>0.656117</td>\n",
+       "      <td>0.089217</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>l1</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.005102</td>\n",
+       "      <td>0.276237</td>\n",
+       "      <td>0.010019</td>\n",
+       "      <td>-0.166627</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>l1</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.646372</td>\n",
+       "      <td>0.686109</td>\n",
+       "      <td>0.665648</td>\n",
+       "      <td>0.140183</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>l2</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.655393</td>\n",
+       "      <td>0.782342</td>\n",
+       "      <td>0.713263</td>\n",
+       "      <td>0.146625</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>l2</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.005056</td>\n",
+       "      <td>0.273755</td>\n",
+       "      <td>0.009929</td>\n",
+       "      <td>-0.133621</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>l2</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.590549</td>\n",
+       "      <td>0.637772</td>\n",
+       "      <td>0.613253</td>\n",
+       "      <td>0.119271</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     distance   linkage  homogenity  completeness  v_measure  silhouette\n",
+       "0   euclidean   average    0.655393      0.782342   0.713263    0.146625\n",
+       "1   euclidean    single    0.005056      0.273755   0.009929   -0.133621\n",
+       "2   euclidean  complete    0.590549      0.637772   0.613253    0.119271\n",
+       "3   manhattan   average    0.566751      0.778942   0.656117    0.089217\n",
+       "4   manhattan    single    0.005102      0.276237   0.010019   -0.166627\n",
+       "5   manhattan  complete    0.646372      0.686109   0.665648    0.140183\n",
+       "6   minkowski   average    0.655393      0.782342   0.713263    0.146625\n",
+       "7   minkowski    single    0.005056      0.273755   0.009929   -0.133621\n",
+       "8   minkowski  complete    0.590549      0.637772   0.613253    0.119271\n",
+       "9      cosine   average    0.648268      0.808762   0.719676    0.129526\n",
+       "10     cosine    single    0.005050      0.273389   0.009916   -0.158250\n",
+       "11     cosine  complete    0.528727      0.577415   0.551999    0.088021\n",
+       "12         l1   average    0.566751      0.778942   0.656117    0.089217\n",
+       "13         l1    single    0.005102      0.276237   0.010019   -0.166627\n",
+       "14         l1  complete    0.646372      0.686109   0.665648    0.140183\n",
+       "15         l2   average    0.655393      0.782342   0.713263    0.146625\n",
+       "16         l2    single    0.005056      0.273755   0.009929   -0.133621\n",
+       "17         l2  complete    0.590549      0.637772   0.613253    0.119271"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#применяем\n",
+    "res_df = algorithm_selection(X, y)\n",
+    "res_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "8fb410ff-b5b7-4edb-a929-d1657c2ace9f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "По гомогенности лучший вариант: euclidean average\n",
+      "По полноте лучший вариант: cosine average\n",
+      "По v-мере лучший вариант: cosine average\n",
+      "По силуэту лучший вариант: euclidean average\n"
+     ]
+    }
+   ],
+   "source": [
+    "#что по метрикам топ\n",
+    "print(f'По гомогенности лучший вариант: {res_df.iloc[res_df['homogenity'].idxmax()][0]} {res_df.iloc[res_df['homogenity'].idxmax()][1]}')\n",
+    "print(f'По полноте лучший вариант: {res_df.iloc[res_df['completeness'].idxmax()][0]} {res_df.iloc[res_df['completeness'].idxmax()][1]}')\n",
+    "print(f'По v-мере лучший вариант: {res_df.iloc[res_df['v_measure'].idxmax()][0]} {res_df.iloc[res_df['v_measure'].idxmax()][1]}')\n",
+    "print(f'По силуэту лучший вариант: {res_df.iloc[res_df['silhouette'].idxmax()][0]} {res_df.iloc[res_df['silhouette'].idxmax()][1]}')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "eebc2eab-ca44-47e3-8223-26c858b2376c",
+   "metadata": {},
+   "source": [
+    ">Получается лучший linkage-метод average.\n",
+    ">Что касается расстояний, то по гомогенности и силуэту лучшие euclidean, minkowski, l1 (последние два равные значения метрики имеют); по полноте и v-мере - cosine. "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cd80a8dc-2976-4ae4-a685-646bf08dd7b5",
+   "metadata": {},
+   "source": [
+    "> *Hint (для меня):  homogenity (\\[0; 1]) completeness (\\[0; 1])\tv_measure(\\[0; 1])\tsilhouette(\\[-1;1]). Для всех лучшее значение 1.*\n",
+    ">\n",
+    "> [метрики](https://education.yandex.ru/handbook/ml/article/klasterizaciya)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "1010717d-e93c-4f2a-a371-ee60d1f295cd",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>distance</th>\n",
+       "      <th>linkage</th>\n",
+       "      <th>v_measure</th>\n",
+       "      <th>silhouette</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.713263</td>\n",
+       "      <td>0.146625</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.613253</td>\n",
+       "      <td>0.119271</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>manhattan</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.656117</td>\n",
+       "      <td>0.089217</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>manhattan</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.665648</td>\n",
+       "      <td>0.140183</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    distance   linkage  v_measure  silhouette\n",
+       "0  euclidean   average   0.713263    0.146625\n",
+       "1  euclidean  complete   0.613253    0.119271\n",
+       "2  manhattan   average   0.656117    0.089217\n",
+       "3  manhattan  complete   0.665648    0.140183"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#Пример: применяем, но с настройками как хотим\n",
+    "res_df = algorithm_selection(X, y, distances=['euclidean', 'manhattan'], \n",
+    "                        algorithms=['average', 'complete'], metrics=['V-measure', 'Silhouette'], n=10)\n",
+    "res_df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "52096251-6672-45a4-8c3a-e3d09bb68f39",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6e7af28c-0397-4cb8-9846-385b661a0529",
+   "metadata": {},
+   "source": [
+    "### Задание 3. Аннотация клеточных типов\n",
+    "\n",
+    "суммарно 10 баллов"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "28c49ff3-a95a-4938-9b59-60565bc0d6ec",
+   "metadata": {},
+   "source": [
+    "В этом задании вам предстоит применять полученные знания о кластеризации для аннотации данных, полученных при помощи проточной цитометрии. Каждая строка в данных это одна клетка, столбцы **FSC-A**, **SSC-A** косвенным образом свидетельствуют о размере клеток, остальные показывают интенсивность флуоресценции различных поверхностных маркеров. Ваша задача определить для каждой клетки, к какому типу она относится."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a42d4b51-b073-4e99-a957-272f385e4425",
+   "metadata": {},
+   "source": [
+    "#### 3.1. EDA\n",
+    "\n",
+    "1.5 балла\n",
+    "\n",
+    "Проведите EDA:\n",
+    "\n",
+    "1. Посмотрите на данные (можно попробовать метод `describe`)\n",
+    "2. Сколько у нас клеток / признаков\n",
+    "3. Постройте распределения каждого признака (есть ли очевиднные выбросы?)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "453f60e1-85c6-4145-aaa0-2f957407e77d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fc_data = pd.read_csv(join(DATA_PATH, \"flow_c_data.csv\"), index_col=0)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3d3e5437-1183-425f-838f-ef03f1fb2011",
+   "metadata": {},
+   "source": [
+    "##### YOUR TURN TO CODE:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "c0833159-c7c0-41a9-9e9d-8ac35b405ab9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>FSC-A</th>\n",
+       "      <th>SSC-A</th>\n",
+       "      <th>HLA-DR</th>\n",
+       "      <th>CD3</th>\n",
+       "      <th>CD45</th>\n",
+       "      <th>CD14</th>\n",
+       "      <th>CD56</th>\n",
+       "      <th>CD19</th>\n",
+       "      <th>CD11c</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.722199</td>\n",
+       "      <td>0.154232</td>\n",
+       "      <td>0.494449</td>\n",
+       "      <td>0.512853</td>\n",
+       "      <td>4.057328</td>\n",
+       "      <td>1.019255</td>\n",
+       "      <td>4.007273</td>\n",
+       "      <td>-1.406912</td>\n",
+       "      <td>0.384406</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.751073</td>\n",
+       "      <td>0.114618</td>\n",
+       "      <td>4.671924</td>\n",
+       "      <td>0.822042</td>\n",
+       "      <td>4.933149</td>\n",
+       "      <td>0.159388</td>\n",
+       "      <td>-0.216407</td>\n",
+       "      <td>6.034845</td>\n",
+       "      <td>0.577039</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>1.108188</td>\n",
+       "      <td>0.150011</td>\n",
+       "      <td>-0.422857</td>\n",
+       "      <td>4.006353</td>\n",
+       "      <td>5.616384</td>\n",
+       "      <td>0.519223</td>\n",
+       "      <td>0.783077</td>\n",
+       "      <td>-0.318668</td>\n",
+       "      <td>-0.493832</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.553310</td>\n",
+       "      <td>0.119929</td>\n",
+       "      <td>0.345968</td>\n",
+       "      <td>3.332310</td>\n",
+       "      <td>5.260935</td>\n",
+       "      <td>1.481229</td>\n",
+       "      <td>0.264846</td>\n",
+       "      <td>0.694883</td>\n",
+       "      <td>3.416960</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.774884</td>\n",
+       "      <td>0.076984</td>\n",
+       "      <td>4.984963</td>\n",
+       "      <td>0.885501</td>\n",
+       "      <td>4.562367</td>\n",
+       "      <td>0.217117</td>\n",
+       "      <td>0.086279</td>\n",
+       "      <td>5.563345</td>\n",
+       "      <td>0.471591</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      FSC-A     SSC-A    HLA-DR       CD3      CD45      CD14      CD56  \\\n",
+       "0  0.722199  0.154232  0.494449  0.512853  4.057328  1.019255  4.007273   \n",
+       "1  0.751073  0.114618  4.671924  0.822042  4.933149  0.159388 -0.216407   \n",
+       "2  1.108188  0.150011 -0.422857  4.006353  5.616384  0.519223  0.783077   \n",
+       "3  0.553310  0.119929  0.345968  3.332310  5.260935  1.481229  0.264846   \n",
+       "4  0.774884  0.076984  4.984963  0.885501  4.562367  0.217117  0.086279   \n",
+       "\n",
+       "       CD19     CD11c  \n",
+       "0 -1.406912  0.384406  \n",
+       "1  6.034845  0.577039  \n",
+       "2 -0.318668 -0.493832  \n",
+       "3  0.694883  3.416960  \n",
+       "4  5.563345  0.471591  "
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#глянем в целом что есть\n",
+    "fc_data.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "b05b8178-49f7-4add-a92f-f09e3eeb136d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>FSC-A</th>\n",
+       "      <th>SSC-A</th>\n",
+       "      <th>HLA-DR</th>\n",
+       "      <th>CD3</th>\n",
+       "      <th>CD45</th>\n",
+       "      <th>CD14</th>\n",
+       "      <th>CD56</th>\n",
+       "      <th>CD19</th>\n",
+       "      <th>CD11c</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>10000.000000</td>\n",
+       "      <td>10000.000000</td>\n",
+       "      <td>10000.000000</td>\n",
+       "      <td>10000.000000</td>\n",
+       "      <td>10000.000000</td>\n",
+       "      <td>10000.000000</td>\n",
+       "      <td>10000.000000</td>\n",
+       "      <td>10000.000000</td>\n",
+       "      <td>10000.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>0.962458</td>\n",
+       "      <td>0.165415</td>\n",
+       "      <td>1.791579</td>\n",
+       "      <td>3.280391</td>\n",
+       "      <td>5.169845</td>\n",
+       "      <td>1.097182</td>\n",
+       "      <td>0.412223</td>\n",
+       "      <td>1.219683</td>\n",
+       "      <td>0.569898</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>0.500012</td>\n",
+       "      <td>0.190773</td>\n",
+       "      <td>2.027281</td>\n",
+       "      <td>2.112079</td>\n",
+       "      <td>0.518247</td>\n",
+       "      <td>1.375876</td>\n",
+       "      <td>1.176967</td>\n",
+       "      <td>2.285305</td>\n",
+       "      <td>1.502445</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>0.144786</td>\n",
+       "      <td>0.021657</td>\n",
+       "      <td>-7.634172</td>\n",
+       "      <td>-2.517639</td>\n",
+       "      <td>-8.329666</td>\n",
+       "      <td>-8.833883</td>\n",
+       "      <td>-12.358701</td>\n",
+       "      <td>-9.640775</td>\n",
+       "      <td>-11.085437</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>0.798804</td>\n",
+       "      <td>0.105550</td>\n",
+       "      <td>0.275056</td>\n",
+       "      <td>1.401943</td>\n",
+       "      <td>4.922227</td>\n",
+       "      <td>0.389746</td>\n",
+       "      <td>-0.195978</td>\n",
+       "      <td>-0.146948</td>\n",
+       "      <td>-0.498781</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>0.908574</td>\n",
+       "      <td>0.130543</td>\n",
+       "      <td>1.194313</td>\n",
+       "      <td>4.373660</td>\n",
+       "      <td>5.234119</td>\n",
+       "      <td>0.672853</td>\n",
+       "      <td>0.053267</td>\n",
+       "      <td>0.244121</td>\n",
+       "      <td>0.272297</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>1.052034</td>\n",
+       "      <td>0.162536</td>\n",
+       "      <td>3.696976</td>\n",
+       "      <td>4.842212</td>\n",
+       "      <td>5.481218</td>\n",
+       "      <td>1.065076</td>\n",
+       "      <td>0.378576</td>\n",
+       "      <td>0.908374</td>\n",
+       "      <td>1.220576</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>42.954485</td>\n",
+       "      <td>15.460997</td>\n",
+       "      <td>12.946668</td>\n",
+       "      <td>13.844391</td>\n",
+       "      <td>13.710922</td>\n",
+       "      <td>6.294236</td>\n",
+       "      <td>6.461899</td>\n",
+       "      <td>7.208721</td>\n",
+       "      <td>6.840864</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "              FSC-A         SSC-A        HLA-DR           CD3          CD45  \\\n",
+       "count  10000.000000  10000.000000  10000.000000  10000.000000  10000.000000   \n",
+       "mean       0.962458      0.165415      1.791579      3.280391      5.169845   \n",
+       "std        0.500012      0.190773      2.027281      2.112079      0.518247   \n",
+       "min        0.144786      0.021657     -7.634172     -2.517639     -8.329666   \n",
+       "25%        0.798804      0.105550      0.275056      1.401943      4.922227   \n",
+       "50%        0.908574      0.130543      1.194313      4.373660      5.234119   \n",
+       "75%        1.052034      0.162536      3.696976      4.842212      5.481218   \n",
+       "max       42.954485     15.460997     12.946668     13.844391     13.710922   \n",
+       "\n",
+       "               CD14          CD56          CD19         CD11c  \n",
+       "count  10000.000000  10000.000000  10000.000000  10000.000000  \n",
+       "mean       1.097182      0.412223      1.219683      0.569898  \n",
+       "std        1.375876      1.176967      2.285305      1.502445  \n",
+       "min       -8.833883    -12.358701     -9.640775    -11.085437  \n",
+       "25%        0.389746     -0.195978     -0.146948     -0.498781  \n",
+       "50%        0.672853      0.053267      0.244121      0.272297  \n",
+       "75%        1.065076      0.378576      0.908374      1.220576  \n",
+       "max        6.294236      6.461899      7.208721      6.840864  "
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#сводку\n",
+    "fc_data.describe()\n",
+    "#ну понятно, разные фичи в разных интервалах значений => будем стандартизовать"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "f165fec6-c9fa-44a1-9628-92b07144db3f",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Клеток 10000 и фичей 9\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(f'Клеток {fc_data.shape[0]} и фичей {fc_data.shape[1]}')#2 \"рамера\" + маркеры"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "b0d0cbe8-640e-4242-9c0a-639679f544e6",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "Index: 10000 entries, 0 to 9999\n",
+      "Data columns (total 9 columns):\n",
+      " #   Column  Non-Null Count  Dtype  \n",
+      "---  ------  --------------  -----  \n",
+      " 0   FSC-A   10000 non-null  float64\n",
+      " 1   SSC-A   10000 non-null  float64\n",
+      " 2   HLA-DR  10000 non-null  float64\n",
+      " 3   CD3     10000 non-null  float64\n",
+      " 4   CD45    10000 non-null  float64\n",
+      " 5   CD14    10000 non-null  float64\n",
+      " 6   CD56    10000 non-null  float64\n",
+      " 7   CD19    10000 non-null  float64\n",
+      " 8   CD11c   10000 non-null  float64\n",
+      "dtypes: float64(9)\n",
+      "memory usage: 781.2 KB\n"
+     ]
+    }
+   ],
+   "source": [
+    "#чекнем типы ещё (ну и наны от сюда ясны будут (что их не будет => ничего с ними не делаем)):\n",
+    "fc_data.info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "8afe0775-808a-46a2-bc2e-e5cd23abc05e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fc_data.boxplot();"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2e82c43c-94a8-4169-9ef1-23e6b99117ac",
+   "metadata": {},
+   "source": [
+    ">*Есть несколько точек, которые кажутся выбросами (в FSC-A и SSC-A). У других есть точки за пределами полуторных межквартильных размахов. Но первые 2 переменные прям совсем далеко. => давайте выкинем этот точно (на самом деле по размерам там один образец так улетел). И чутка другие почистим.*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "67a2bcc3-fe98-4bfb-8134-e9fe95ac0ec9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#сделаем отдельный df без выбросов\n",
+    "orig_fc_data = fc_data.copy()#сохраним исходный, пригодится\n",
+    "fc_data_wo_outl = fc_data[((fc_data['FSC-A'] <= 10) & \n",
+    "                           (fc_data['SSC-A'] <= 10) &\n",
+    "                           (fc_data['CD56'] >= -10) &\n",
+    "                           (fc_data['CD11c'] >= -10) &\n",
+    "                           (fc_data['CD45'] >= -5))]\n",
+    "fc_data_wo_outl.boxplot();"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "5797b226-58be-41c4-ae0e-d464c4c6f2da",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Убрали 6 образцов\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(f'Убрали {fc_data.shape[0] - fc_data_wo_outl.shape[0]} образцов')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "e60146a6-29b4-4a50-8036-228aade64c41",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#скейлим\n",
+    "scaler = StandardScaler()\n",
+    "fc_data_wo_outl_sc = scaler.fit_transform(fc_data_wo_outl)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "487d3cbf-7e93-44e9-879b-4b271c0e4b11",
+   "metadata": {},
+   "source": [
+    "#### 3.2. Кластеризация\n",
+    "\n",
+    "4.5 балла"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0fa8f868-9e36-488b-a9d5-5b1ed3645ac5",
+   "metadata": {},
+   "source": [
+    "При ручной аннотации клеточных типов обычно поступают следующим образом:\n",
+    "\n",
+    "1. При помощи методов понижения размерности рисуют наши наблюдения, чтобы примерно оценить число клеточных типов\n",
+    "2. Проводят кластеризацию наблюдений (для некоторых методов нужно заранее задать число кластеров, поэтому нам как раз помогает п.1)\n",
+    "3. Далее мы считаем, что клетки, которые алгоритм отнес к одному кластеру являются одним клеточным типом (если кластеров больше, чем типов клеток, то возможно, что 2 разных кластера являются одним типом)\n",
+    "4. После чего по интенсивности экспрессии поверхностных маркеров мы присваиваем кластеру клеточный тип"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "71982501-d096-4411-9aac-1c65b6b5f908",
+   "metadata": {},
+   "source": [
+    "Давайте для начала напишем удобную функцию для визуализации наших многомерных данных в пространстве размерностью 2, делать мы это будем при помощи алгоритма t-SNE."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6d100f3c-adb3-431e-a790-f0c8244377f6",
+   "metadata": {},
+   "source": [
+    "Поиграться с красивой визуализацией можно [тут](https://distill.pub/2016/misread-tsne/)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "8bf1a5c8-62d3-4de7-b797-ce55ce77af87",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def plot_tsne(data, n_iter=1000, \n",
+    "              perplexity=40, color=None):\n",
+    "    \"\"\"\n",
+    "    Функция для отрисовки результатов работы t-SNE\n",
+    "        :param data: таблица объекты х признаки\n",
+    "        :param n_iter: число итераций градиентного спуска,\n",
+    "            может быть полезно увеличить, чтобы получить результаты получше\n",
+    "        :param perplexity: \n",
+    "        :param color: np.array[n_samples] с переменной,\n",
+    "            которой мы хотим покрасить наши наблюдения\n",
+    "        :return tsne_emb: np.array[n_samples, 2] - результаты работы t-SNE\n",
+    "    \"\"\"\n",
+    "    \n",
+    "    # Сначала сделаем PCA, так как это хорошее начальное приближение для t-SNE\n",
+    "    # позволит алгоритму быстрее сойтись\n",
+    "    pca = PCA().fit(data)\n",
+    "    pca_embedding = pca.transform(data)\n",
+    "    \n",
+    "    # Запустим t-SNE, он выдаст нам для каждого объекта по 2 числа, \n",
+    "    # которые мы сможем нарисовать\n",
+    "    tnse = TSNE(n_components=2, init=pca_embedding[:, :2], n_jobs=-1,\n",
+    "                n_iter=n_iter, perplexity=perplexity)\n",
+    "    tsne_embedding = tnse.fit_transform(pca_embedding)\n",
+    "    \n",
+    "    sns.scatterplot(x=tsne_embedding[:, 0],\n",
+    "                    y=tsne_embedding[:, 1],\n",
+    "                    hue=color, palette=\"colorblind\")\n",
+    "    plt.xlabel(\"$TSNE_1$\", fontsize=18)\n",
+    "    plt.ylabel(\"$TSNE_2$\", fontsize=18)\n",
+    "    \n",
+    "    # Вернем также результаты t-SNE, так как, если потом захотим перестроить картинку,\n",
+    "    # в таком случае нам не придется ждать заново, просто нарисуем новую с готовыми данными\n",
+    "    \n",
+    "    return tsne_embedding"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "027fc51f-4939-4b78-823d-42e794d9765e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#без стандартизации глянем\n",
+    "tsne_res = plot_tsne(fc_data)\n",
+    "#тут что-то около 5 кластеров"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "87aefd97-67e1-434f-86d9-866f1c61e967",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#но мы то договорились работать с отшкалированными\n",
+    "tsne_res = plot_tsne(fc_data_wo_outl_sc)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e5a6e0fb-8f4b-4a99-a199-4db6c1fff34c",
+   "metadata": {},
+   "source": [
+    ">*Я бы сказала, что здесь 6 кластеров, но в некоторых местах есть небольшие скопления точек, которые могли бы быть кластерами тоже.*\n",
+    ">*Не очень разбираюсь за проточную цитометрию, но что видела в статьях: есть и так, и так. В плане, когда маленькие кластеры считаются за отдельные и, когда остаются вместе с большими. Но мы начнём с принципа экономии мышления и возьмём 6.* \n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "40717208-c33c-491d-8f4a-ecf346b34227",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6a0d3310-80ad-456e-87ce-c06b5266a94a",
+   "metadata": {},
+   "source": [
+    "Кластеризуйте ваши данные:\n",
+    "\n",
+    "1. Попробуйте методы кластеризации из тех, что мы прошли\n",
+    "2. Выберите лучший на основании метрики `silhouette_score` (попробуйте также подобрать гиперпараметры)\n",
+    "3. Присвойте каждому наблюдению метку класса и нарисуйте график t-SNE, покрасив точки метками кластера"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "99966bb6-741c-4f87-85c7-66e5a187e5c7",
+   "metadata": {},
+   "source": [
+    ">**Kmeans**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "7fef481e-0716-4769-b56c-51156a955007",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#можно тоже сделать функцию (как во 2 задании)\n",
+    "def kmeans_selection(X, n=[6], max_iter=[300], random_state=None, algorithms=['lloyd', 'elkan']):\n",
+    "    \n",
+    "    columns_for_df = ['n_clusters', 'max_iter', 'algorithm', 'silhouette']\n",
+    "    compare_dataframe = pd.DataFrame(columns=columns_for_df)\n",
+    "    \n",
+    "    for nclust in n:\n",
+    "        for iter_num in max_iter:\n",
+    "            for algorithm in algorithms:\n",
+    "                kmeans = KMeans(n_clusters=nclust, max_iter=iter_num, random_state=random_state, algorithm=algorithm)#.fit(fc_data_wo_outl_sc)\n",
+    "                labels_pred = kmeans.fit_predict(X)\n",
+    "                silhouette = silhouette_score(X, labels_pred)\n",
+    "                res = {'n_clusters': nclust, 'max_iter': iter_num, 'algorithm': algorithm, 'silhouette': [silhouette]}\n",
+    "                compare_dataframe = pd.concat([compare_dataframe, pd.DataFrame(res)], ignore_index=True) \n",
+    "    \n",
+    "    return compare_dataframe"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "b38fd40b-4685-4b9a-bc03-da256a9d84d5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "По силуэту лучший вариант: n_clusters=5 max_iter=10 algorithm=lloyd\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>n_clusters</th>\n",
+       "      <th>max_iter</th>\n",
+       "      <th>algorithm</th>\n",
+       "      <th>silhouette</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>lloyd</td>\n",
+       "      <td>0.517165</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>elkan</td>\n",
+       "      <td>0.517165</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>5</td>\n",
+       "      <td>100</td>\n",
+       "      <td>lloyd</td>\n",
+       "      <td>0.517165</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>5</td>\n",
+       "      <td>100</td>\n",
+       "      <td>elkan</td>\n",
+       "      <td>0.517165</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>5</td>\n",
+       "      <td>300</td>\n",
+       "      <td>lloyd</td>\n",
+       "      <td>0.517165</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   n_clusters max_iter algorithm  silhouette\n",
+       "6           5       10     lloyd    0.517165\n",
+       "7           5       10     elkan    0.517165\n",
+       "8           5      100     lloyd    0.517165\n",
+       "9           5      100     elkan    0.517165\n",
+       "10          5      300     lloyd    0.517165"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res_df_km = kmeans_selection(fc_data_wo_outl_sc, n=[4, 5, 6, 7], max_iter=[10, 100, 300], random_state=SEED)\n",
+    "\n",
+    "print(f'По силуэту лучший вариант: n_clusters={res_df_km.iloc[res_df_km['silhouette'].idxmax()][0]} max_iter={res_df_km.iloc[res_df_km['silhouette'].idxmax()][1]} algorithm={res_df_km.iloc[res_df_km['silhouette'].idxmax()][2]}')\n",
+    "(res_df_km.sort_values(by=['silhouette'], ascending=False)).head()#выведем топ-5 по метрике"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "8a046d11-0659-40d2-8506-7fa4f6ab8338",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.517\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA/wAAAMACAYAAACZ8WyZAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3SVVdbA4d/tPb1XAiGBQOi9d0FFBRFEBQuijnV0dGzzOTo6dmdGx65YUERRpEvvvZcQUoCQ3tvN7f37IxC4JsEyBhTOs5Zrmbedt4Tcu9+zzz4Sn8/nQxAEQRAEQRAEQRCES4r0Yp+AIAiCIAiCIAiCIAi/PRHwC4IgCIIgCIIgCMIlSAT8giAIgiAIgiAIgnAJEgG/IAiCIAiCIAiCIFyCRMAvCIIgCIIgCIIgCJcgEfALgiAIgiAIgiAIwiVIBPyCIAiCIAiCIAiCcAkSAb8gCIIgCIIgCIIgXILkF/sE/ui8Xi9utxupVIpEIrnYpyMIgiAIgiAIgiBc4nw+H16vF7lcjlTaej++CPj/R263m4yMjIt9GoIgCIIgCIIgCMJlJj09HaVS2ep6EfD/j868TUlPT0cmk13ks7k8eTweMjIyxDO4BIhneWkQz/HSIJ7jpUM8y0uDeI6XBvEcLx0X+1meaf98vfsgAv7/2Zk0fplMJv7RXmTiGVw6xLO8NIjneGkQz/HSIZ7lpUE8x0uDeI6Xjov9LH9qWLko2icIgiAIgiAIgiAIlyAR8AuCIAiCIAiCIAjCJUik9AuCIAiCIAiCIAh/OB6PB5fLddHaBrDb7W2S0q9QKH6T44qAXxAEQRAEQRAEQfjD8Pl8lJeXU19ff1HPQS6XU1BQ0GbTswcFBREVFfU/HV8E/IIgCIIgCIIgCMIfxplgPyIiAq1W22YB9/n4fD5sNhsajeY3b9/n82G1WqmsrAQgOjr6Vx9LBPyCIAiCIAiCIAjCH4LH42kK9kNDQy/aefh8PrxeL2q1uk1eOGg0GgAqKyuJiIj41en9omifIAiCIAiCIAiC8IdwZsy+Vqu9yGfS9s5c4/9Sp0AE/IIgCIIgCIIgCMIfysVI47/QfotrFAG/IAiCIAiCIAiCIFyCRMAvCIIgCIIgCIIgCJcgEfALgiAIgiAIgiAIwiVIBPyCIAiCIAiCIAjCZaXO6iS70sTugjpyKs3UWZ0XpN158+YxatQo0tPTueGGGzhy5Eibtiem5RMEQRAEQRAEQRAuG0X1Nu5ccJi1uVVNy8alhPPR1O7EB2narN0ffviBl156ieeee47u3bvz+eefM2vWLFatWtVmUwyKHn5BEARBEARBEAThslBndTYL9gHW5FYxe8HhNu3p//TTT5k6dSrXX389ycnJPPfcc6jVahYuXNhmbYqAXxAEQRAEQRAEQbgsVJgdzYL9M9bkVlFhdrRJu06nk8zMTAYNGtS0TCqVMmjQIA4ePNgmbYII+AVBEARBEARBEITLhNHmPu/6Bvv51/9adXV1eDyeZqn7oaGhVFdXt0mbIAJ+QRAEQRAEQRAE4TIRqDl/GbsA9aVV5k4E/IIgCIIgCIIgCMJlIVKvYlxKeIvrxqWEE6lXtUm7wcHByGQyampq/JbX1NQQFhbWJm2CCPgFQRAEQRAEQRCEy0SwVslHU7s3C/rPVOkP1irbpF2lUkmXLl3YuXNn0zKv18vOnTvp2bNnm7QJYlo+QRAEQRAEQRAE4TISH6Rh/i29qDA7aLC7CVDLidSr2izYP+P222/n8ccfp2vXrnTr1o3PP/8cm83G5MmT26xNEfALgiAIgiAIgiAIl5VgrbLNA/wfu/LKK6mtreWtt96iqqqKzp078/HHH7dpSr8I+AVBEARBEARBEAThArjlllu45ZZbLlh7Ygy/IAiCIAiCIAiCIFyCRMAvCIIgCMKvZna4qbM68Xh9F/tUBEEQBEH4EZHSLwiCIAjCL1ZldnCotIF/bT5Jnc3FxLRIbu4VR7sQbav7eB0NuM1FmLPm47aUoutwDarIPsgNcRfwzAVBEATh8iECfkEQBEEQfpEai5NnVufwwc6CpmV7CutZkVXJ5zf2QK+SE6xRoFbImtZ7nSbM2fOp2fhA0zJL1pfIg5KJnrwKeUDCBb0GQRAEQbgciIBfEARBEIRfpKje5hfsy6QS/ntdV9xeHzfNO0Ct1cXYlHD+Mrw9SSFa5DIpbnOpX7B/hrv+BHW7niew35PIVAHING1XqVgQBEEQLjci4BcEQRAE4Rf5PqPM7+dnx6WwNreKRUfLUcmlaBQyPt5TgMVu490J4Si9ZmwFa1o9niXnazTtxuEo348h/Q5c1UfxOk2oovog00Yh04S29SUJgiAIwiVJBPyCIAiCIPwi59bn0yplpEUa2J5fy8EH+6CSSwhXOND6GvA05CGpr8TlduBzWVs9ns/jQK6PR5oYTPW6P+Eo2dq0Tpc6nZBhryLXRbblJQmCIAjCJUlU6RcEQRAE4ReZnB7V9P89YgKQSnw8PCSBWQuPU2+sxbb5Hsq/6k3V8huoXHY99bueRdvhGmT6lovzqaIH4LGU0XDwLdQxg4m8dgnKsG4AWHLmYz25GJ9PzAIgCIIgCL+UCPgFQRAEQfhFEoI1zOgdh0QCsQFqNHIJr2zM493xoaTJspDLFYCkaXtXXS6VK6YTMvz15geTyAjs8yg1mx7Glr8K496XqVw5g+DB/0CmiwHAuO91PJaKC3R1giAIgnDpEAG/IAiCIAi/SIjSy/vjg6h+IJRXr4gjSl7Px122EL1rCsZtT6EISibyuiXI9LFN+7iNJ5GpQwns+wQybRRIFagTxhA58TtMRz7EYylt2tbnbKBu5z8I6H5P476WMvC5L/h1CoIgCMJvae/evdxzzz0MGTKE1NRU1q1b1+ZtijH8giAIgiD8bK6GQjzWCpxlu7BkfEzIld8i2z4NV102Z0LyhkNvYzm5hLDR71Cx5Lqz+9Zm4arNJmzsB0hkauSGBCpW3Iir+nCzdpyVBwjq/xQAqog+SBTaC3B1giAIwuXCY6/DY63E6zAiVQUi00YgUwe3aZtWq5XU1FSuv/567r///jZt6wwR8AuCIAiC8JM8tmpsBeuo2/kcbuNJFMGpBA38O+6y7bjqsptvbyrCXrwFdfwo7EUbAJDpY7Hmr8TQ9XYqllyDNuUGQoe/jr1kK/W7/tG8Ua8HkBAy9GVk6pA2vkJBEAThcuE2FVG19m7shWd72NWJYwkf8z5yQ3ybtTt8+HCGDx/eZsdviUjpFwRBEAThvLwuKw2HP6Bq1UzcxpMAuOpycJTuwJb9Rav7WU+tRB03DABlZG88ljLCx7yPKeMjfB4H1uPf4zEX47FWENDDv6dDHtAOr9tK5HXLUIZ1bbuLEwRBEC4rHntds2AfwF6wlqp19+Cx112kM2sbIuAXBEEQBOG8PNYK6ve82Gy5z+sGqbLV/SQyJXjdaBLHET72YyRKA8aDb2HNW964gVQGSDAd+QBN4hiQyM7sSejIt9AkXoG23TikSv1vf1GCIAjCZcljrWwW7J9hL1iLx1p5gc+obYmUfkEQBEEQzstjrQCvq9lyW/5qAvv8pSll/8cMXWehjhuOz22l9Juh+Fxmv/W6lGk4ao4C4Kg8iCp2KFKFhuABf0cRkopUofvtL0YQBEG4rHkdxvOvd55//R+NCPgFQRAEQTgvqSqIiKu/BZ8Xn8dOw+H3cJTtwt1wColEhjphLPbCtX77KCN7o4oZhPXUD7iM+c2CfZk+joBud1H5w80ASKQKwsd+gFQdgkwVeMGuTRAEQbi8SH/iM0aqvLQ+g0TALwiCIAhCiww6Nc7y3VSvmonbVAiAVBNG6PA3kPT5K+6GfFy2GkJHvomzfA/m3G/B50Hf6SZ8XjfG/f9GqtShjhmINmkCltxv8TpNaBLHoIrsjcdahbv+OADK0C54nWYUgUkX85IFQRCES5xMG4E6cSz2grXN1qkTxyLTRlyEs2o7IuAXBEEQhMuM1+PAY6nA57YjUegAL1KFrlkl/JhgH+ULxoHHeXZfWzVVq24jeupmZPoY7CXbcRtPoYobjip2KF6XCYlcS+XSSbhqs4m4aj4Nh97BVXccbYerkcg02Iq3oQztgvHASwDou9yGo2I/hvDuF/I2CIIgCJchmTqY8DHvU7XuHr+gv7FK/wdtOjWfxWKhsLCw6efi4mKysrIIDAwkJiamTdoUAb8gCIIgXEY8tmpctTl4fW5kyiBcxhO4jQW46nNRRfRCkzAauT4GfF5s2V/6Bftn+ajf80+C+j2FMiQFU8aH4POiS52GKrIPLuMpQke/h+3UD9RtfwZD97tRhqbhNhYg1Yah7XANDYc/QCJTEzb2Qzy2ahRBKcj0bfNlRxAEQRDOJTfEEzHhSzzWSrxOI1JlIDJtRJsG+wBHjx5l5syZTT+/9FLji+9Jkybx8ssvt0mbIuAXBEEQhMuEz+fFY62ibs8rhAx5AXvpDizZ8/A6zWjiRyDTRlCz+VEC0mcjUQbirtrf6rGcNcdwlO1GEdqpseq+z4M1bxmq6EEE9nscS9YX6LvegTyoAz5nAw1HPsJtKiSw58PIgqPRxA/FbS7FWriBwJ73owxJQyIRkwcJgiAIF4ZMHdzmAf6P9e/fn5ycnAvapgj4BUEQBOEy4bZUYT21EkPn6dTteBbbqeVN61w1mZizvyby2iW4TUXYji9EHtQBije3eCxFYBJuSxluUyHq+BHYC9cD4CjbgcdUjLP6KJVLJxFx5VdULH0An8cOgEQqwVG2E13KVHxuGxKFThTpEwRBEIQ2Il6lC4IgCMJlwuc0Ys5dgFQd4hfsn+G119Bw6L9IlHr0Ha9HlzwJWul1N3S9E0v2fNwNBci0kX7rTBkfETT4eZQRvTEdm4cu5YazK6UKvI56ZOpg5PqYpmDf5/Pi8/l+u4sVBEEQBEEE/IIgCIJwufC5rSiCkrGcXNrqNtYTS/DZ66jf8yI+r4eIK+cjUQY0rZfIVAQPfA5HxX481nKUYem4jXk/aseOx1yKKqIH+s43oUkcB4AyohcyXVTTzwBuSznO2mzMx76kfvc/sRasxVl/8je+ckEQBEG4PImUfkEQBEG4XEhkKEO74DEVnWcbCeDDXrwZfeebUYT3IvqGjbjrcvH53EjkWszH5mI9uQSJ0oAqZgD1e170O4S242SsxxdhK1jVOEzguiVINeEED/w7lcumIJGpiJq0HIkq+HTq/+SmlH8ARUgakRO/QxGc3EY3QhAEQRAuD6KHXxAEQRAuEzJVEKroAWgSR7e6jS55Mtb81QBY835A4vNiL96Mz+ehZuuTVC67HuvJJShCuxA5cSF125/xb0MXgy75WmwFjcfwWEoxH/uSiKu/o3bL43gsZbgb8qlYOhmvvZbK5Tf4BfsArtpj1G57Cpe57De+A4IgCIJweREBvyAIgiBcJmS6KCQyBfKA9mg73tB8vTYKXefpWI8vbFwgkSBRBWHK/BSZPobQYa8ScdXXRFz9LYaud+CsPkbw4OeRGxKQ6WMx9LifqEkrqFx1G3B2PL4l5xvcxpO46rKblnkdDbhqjuFzWVo8V2veMnyO+t/w6gVBEATh8iNS+gVBEAThMiGRKVBF9sFtKiaoz6PoO92I6fB7eJ0NqONHoY4ZQM36+/F5HADo02biqj5C6PA3qFw6Ca/D2OyYYePmEDl5JT6XDUf5bkq/GYbPZfpRw1KkSoPfIqkqALe1vPWT9Xma9fwLgiAIgvDLiIBfEARBEC4jUrka5emx8fKQTihCu2DJ+QZ74VqMe19u2k6dOA6fx4lx7ysEdL+nxWAfoH7X84SM+DdehxFbwRr0abfgMRVhzV8FXjcAutSpOCr3++3nbihEFdGr1fOU6WKQKHT/6+UKgiAIwmVNpPQLgiAIwmXKYyqk/LuxKMO6oo4fhSqqL+rYoYSOfIvQoa/grM0iZPjrOCoOtHoMd0M+8oBElGFdkGrCcdVkItNFE3nN92gSxyIPSMKQdivG/f/220+dMAqZNgJ17NAWjxs04G/ItDG/6fUKgiAIwuVG9PALgiAIwmXI5/VgOjoHj7mIymXXo4rujzp2GD6vE+OBN7HmLUebcgM1mx4hsNefcdXl4qrLwWMu8TuO3JCAz2WhbMEI8HkAsBdvwZT5GRFXL0Ae2B5HzTEkEmnjqH6pHH2nmwke9BwyXTRhYz/CuP/fmLO+wOe2Ig9oR1D/p1HFj0Cm0l/w+yIIgiAIlxIR8AuCIAjCZcjntuKsPNj0s6NsN46y3WfXe50Y1KGEj/0IW9EGFEHt0afcgESho2bLo3itlQAE9X+auu3/1xTsN/G6qFl/L2FjPkAV0YPYGYfxuUxIFHpk2gikp9P1FUHtCRr0HAE97wePE+Rq5Pp4pAp1298EQRAEQbhAPvjgA9asWUNeXh5qtZqePXvy6KOP0r59+zZtVwT8giAIgnAZksg0KMO6YS/e3OJ6XepN4HVROn9AUzBv4mPkgR0IHzeHypUzMKTdijK8G/Z1d7d4DI+lrLEAoNuKIiy91XORa0JAE/K/X5QgCIIg/Ex1DisVNjNGl40gpYYItZ5glbbN2tuzZw8333wz6enpeDwe/vWvfzFr1ixWrFiBVtt27V7SAX9FRQWvvfYaW7duxWazkZiYyIsvvkh6euOXDp/Px1tvvcW3335LQ0MDvXr14tlnn6Vdu3YX98QFQRAEoY1JZHIM3WbTcPjd5r3zgKHTjZR81a/ZOrfxJKajnxI9ZT0+jwu3qeinWkKqCv4Nz1wQBEEQ/jdF5npmb1/A2tLcpmXjYlL4cPBU4vVBbdLmnDlz/H5++eWXGThwIJmZmfTt27dN2oRLuGif0Whk+vTpKBQKPvroI1asWMHjjz9OYGBg0zYfffQRX3zxBc8++ywLFixAo9Ewa9YsHA7HRTxzQRAEQWh7XrcDmSGByGsWIVWHNi2XKHSEjpuDo/IgeF0t7ms9uQS38SSVS69DHpiERN5yz4RUFYQ8IBGZXhTfEwRBEH4f6hzWZsE+wJrSXO7avoA6h/WCnIfJ1DiF7bnxaVu4ZHv4P/roI6KionjppZealsXHxzf9v8/nY+7cufzpT39izJgxALz66qsMGjSIdevWcdVVV13wcxYEQRCEtuDzefHYagEfPny4Kg5hOf4dqrihqCL7EHX9WtzGk429+RIp8sAk7EUbz3NAD/i8eKzlOKsOEzz0JWo3PtRss5AR/2l8ISC5ZPsXBEEQhD+YCpu5WbB/xprSXCps5jZN7Qfwer28+OKL9OrVi5SUlDZt65IN+Dds2MCQIUN48MEH2bt3L5GRkdx0001MnToVgOLiYqqqqhg0aFDTPgaDge7du3Pw4MFfHPB7PM3TIYUL48y9F8/gj088y0uDeI6/L15LKZYTi5HK5MiDU5AAMn00hvTZ1O/8Ow0H/oMmfiS61GlUr70bV81RtClTCOzxQKvHlAd2wGOtAMCc+Skho94m/MqvMGV8hNuYhyK4M0EDnkIe3BnkOvG7cJGJf5OXBvEcLw3iOf7vPB4PPp+v6b9fyuiynXd9g8v2s457Zptfcw7PPfccubm5fPXVV+fd/8w1ejyeZr8zP/d36JIN+IuKipg/fz63334799xzDxkZGbzwwgsoFAomTZpEVVUVAKGhoX77hYaGUl1d/Yvby8jI+E3OW/j1xDO4dIhneWkQz/HikkgkpLULoHrFVEKGvIBx/7+wF29pWq9OGENgj/uo/OFmGqozMB+bS/iV86hcMR1r7nfoO05FnTAWe+HaZscO6v8kxv3/AUCqCsZWsBbj3lcJ7PMosrgrqbf6yK6w4yk9caEuV/gZxL/JS4N4jpcG8Rz/N3K5HJvNhtfr/cX7BshV511vkKuwWn9+Wr/Ndv4XCD/28ssvs3nzZj7++GMCAgLO25bD4cDlcpGdnf2L2jjXJRvw+3w+unbtyiOPPAJAWloax48f5+uvv2bSpEm/eXvp6enIZLLf/LjCT/N4PGRkZIhncAkQz/LSIJ7j74PPXkfDwf+g6zi5WbAPYC9ch0QiIaDnAxj3voLXUU/D4fcwpM3ElPkZttLthI1+G9OxLzAdehuvox5leHcC+zyKLX8NrpqjABi63UXVmtl4bVWoInqiDEtGC4hR+78f4t/kpUE8x0uDeI7/O7vdTkFBARqNBrX6l0/hGimTMC4mhTUtpPWPi0khUhOAVqX5yeP4fD5sNhsajQaJRPKztn/++efZtGkTc+fO/VmF4qVSKQqFguTk5GbXeuZ36adcsgF/eHg4HTp08FvWvn17Vq9e3bQeoKamhoiIiKZtampq6NSp0y9uTyaTiX+0F5l4BpcO8SwvDeI5XlwOaxmWE4sIHfYq9bv+0eI2toK1BHS/F+OZn0/9QOjMowT2/guoQzh85BjpabeiTZqA12HEWXmQuu3P4G44BYC+y+3IDYngsRE27mOUET3FM/8dE/8mLw3iOV4axHP89WQyGRKJpOm/XypEreXDwVO5a/sCv6B/XEwKHw6ZSoj6l43f/7nn8dxzz7F8+XLeffdd9Hp9U1a5wWBo9cXFmWP/L78vl2zA36tXL06dOuW3LD8/n9jYWADi4uIIDw9n586ddO7cGQCz2czhw4eZPn36BT9fQRAEQfgtuU1FSCQSfG77ebfzec6dmUaCRKZEbojF4/Egl8tx1WRSuXwKwYOeRxHYHk27cUikctTxI3GU7wOfh5ib9yPXxSCRXbJfKwRBEIRLSLw+iK9G3EKFzUyDy06AQk2kRt+mxfrmz58PwIwZM/yWv/TSS0yePLnN2r1kP5lvvfVWpk+fzvvvv8+ECRM4cuQICxYs4B//aOzlkEgkzJw5k/fee4/ExETi4uJ48803iYiIaKraLwiCIAh/VB5bNdrk65DIz5/uKJGdHcuo7XANUnVI089SqRSfswG8buq2PYlEaUAV2Rd8HkwZc/B57Og73YgiIKHNrkMQBEEQ2kKwStvm1fjPlZOTc8HaOtclG/B369aNt99+m3/961+88847xMXF8dRTT3HNNdc0bTN79mxsNhvPPPMMDQ0N9O7dm48//hiV6vyFHARBEATh904d2QuXOgRX/UnUcSOwF29qto2m3RXYy3YCIFWHEjzgb0iV+qb1TqcTZUy3pp99ThP2og1NP8v0sUhVbTt/sCAIgiAIv94lG/ADjBw5kpEjR7a6XiKR8NBDD/HQQ83nDhYEQRCEPzKZPg7rqR9QBHciZNir1G59wi9Y17QbT2Dvv1C34xkC+z2FOmYQLRU7lmoi0aVOx5Izv9m60OFvINOJ8nyCIAiC8Ht1SQf8giAIgvBbsTjdWB0u9AofaqUKifT3XWxJpg7CkD4bt/EkllOrCBr4d6TDXsPnMiNVBuB1WTDnfktg74dxmYqpWn0HsTftanYciSqIkGGvoorsjXHf63is5SjDuxMy9BVUkX1+VcEkQRAEQRAuDBHwC4IgCMJ51NtcZFeY2Hi8nNFxXsJUbkINepRqPWptKBKZ4mKfYqtk6mBk6j4ow3vi87rxOo04KkswHfkIiVKPJnEstsJ1mDM/I2ryKmT6lnvr5bpIAnrejy5lCvg8SGRqZNrwC3w1giAIgiD8UiLgFwRBEITTzA4XHi9oFFKUchk2p4cFh0qIUZq4SbkQ38a38TkbqFcFo+v1KLKUa1EGp1zs0/5JEqkMiVSGVB6BLPEKVBG9cFYdxnpyOcrQTsTOOIhcn4BEIm39GBIp8lZeCAiCIAiC8PskAn5BEAThsldndVJYZ6Pc7OD7I2XU2VxM6RZNj9hACqqqGK+Ygyfnk6btvY46TDufBnsVQX0eQa6L+lnteOz1eGxVeO11SFUByLSRyNTBbXVZLZJIJMi1EcgTx6JNHHtB2xYEQRAE4cISAb8gCIJwWTM73OzIr2NLXg2vbTrZtHzDiWreu74b0zsp8az8rMV9TYffIaDr7fAzAn63uYSajQ9jPbkE8AGgThhD2Oh3UAQm/RaXIgiCIAiC4Kf13D1BEARBuAxUmBz4wC/YH5cSzte39AZA7a4BXwvl6wG8LryO+p9sw+MwUrPpL1hPLuZMsA9gL1xH9Zq7cDUU/voLEARBEARBaIUI+AVBEITLWkmDnY0nqpt+7hYdwG1947lqzm7UCik+ue68+0sUOvJrrewvrierwkS1xdFsG6e5AuuJRS3uby/ZjMdW879dxC/gsdXgsVbi83ouWJuCIAiCIFwcIqVfEAThIquxODE53MgkEsL1StSK3/d0b5camQQszrPB70PDknh02TFcHh+f7C7ixZGhqIOScdefaLavMrw7p6wGer+/CZur8Rh944P48qaedAzXN23nttdzbs/+j7ntdXgcRmSqwN/supq1YS7DVriWhkPv4HPb0aXcgD5tBoqAxDZrUxAEQRCEi0v08AuCIFwkNpeH3YV1XD1nN+1fXE/qKxv4y7JMiuptF/vULisxgWqGtg9p+jlQraC0wQ7Aksxy5mW5MIz/Bpk20m8/mT6OoHFfkG/TMaN3HApZ43z0e4vqGf3+TorPeY4OqZ7zUoWCr+163N2Wcmq3/w1HxX5UUf3xed3U7/oHZd8Mw2XMb7N2BeGPrNzaQL65lhKLEW9rw3qEC6rOYaXeYaPaZia3vopiSz0NTrvfNl6flxKLkWJzPYWmOhxu10U6W0Hw99VXXzFx4kR69epFr169mDZtGps3b27zdkUPvyAIQhvzen2UNNg4VWujxuIkJVxPlEFFfq2VIW9vx+Nt7Pm1u728t6OAzSdrWH3XAGIDNRf5zC8P4ToV7YI1DEwMZmdBHb4fdcS/uP4Eq7IDmHfdOgKdJ1CYTuAN6Y46qANfHqlmUe5xQrRq5t3ci1vmHcTp8VJstHOswkRcUOMzrPEEom93Fc78Fc3aV0QNxCkLRKdqu2r9Xns9mtghmLPng0RCYI/7kSj11Gx8kIZD7xI85AWkMmWbtS8IfyS1Dgsby07y5L4VnDTVEKkx8ET6KKa170GkxnCxT++y4/Z6yDfXsaLoGPPzDiKXSrkzpT89Q+P4KHMXKpmcKe26EaLUoJWrOGmqxuJ28tnxvZwwVZMeHM39nYeQHBCGRq642Jcj/I64LXV4GirwWI3ItEHIAiKQ69ruszgqKopHH32UxMREfD4fixcv5r777mPRokV07NixzdoVAb8gCMJvzGhzUWV2oJBJkZ5OF7/+831kVZqbtpnUNYrZAxLw/Ti6BI5VmDlSZvrDBvwOtxdtcDhurxeZ7Pc/PEGvktMlysAn03rw1cFiwEeoVkmN1dm0zYGSBjq/00D7UA2b77geR8V+XAfv4mpnPVekXkVDzHW8d7iaB4cm8frp4n+HShsYlxoBgFcRQHnaP4n0OHEVrW06rjJ6EM6B7+OV65BIJFSa7JSbnKw/XgXAuNRwYgLUBGt/fTDuMp6iavVtOCsPNC2zF21EFT2AsFFvU7v1CQJ7/xmpPuZXtyEIlwq318O3p45w786FTcsqbCYe3rOELGMFL/e5ikDlH/Nv8x+Rx+vleEM112/4jBxjVdPynZUF9A2L577Og7lt69e8dGQ9z/a8gt4hsdQ6bdy+7Wu8pz9fd1cV8unxvSwbcwdjY1OQSponOJucdqweFx6vlxCVFrV4MXDJc9UWUTrnTixH1zQt06WPI+aOj1GExLdJm6NGjfL7+eGHH2b+/PkcOnRIBPyCIAh/FIV1Vv677RS39olnZU4Vy49VoFXIeGJ0RypMdp5YkYXXB4uOlhMbqGZiWhRLMsubHWdZZjkTOkVchCv49RrsLo5XWfjXlpOcrLEyMLGBPw1sR1KIFoX8548g83gbU2dl0gs36ixIoyRIo+TxEclUW528M7kr0+cdaNbb/80NSfj2P4Mk90uaSvNV7Ccw+z0eGrMSozyK3nGB6JRyEoPVuD1e5DIpepWMXGcI2wL/wbhuzyN3G/HIAthZo6CvKgqnREl+rZU3t+Tx5rZTZxtcBg8MacffxqQQrlf94utyWaqwnljsF+yf4SjbhSdlKvLgFEDyi48tCJeiYouRuSf3cW/nwbi9HlYWZ1NkqQfgo5zdPNJ1uAj4L6BKu5mv8w75Bftn7K0uwui0kxIQTm5DFc8eXM3+ax5mxtb5TcH+GR6fl9u2fs3ea/5MnC6oabnT4+aUqZZKu5lVxdlsr8wnUqPngc5DSAuOJER1/qKtwh+T21LXLNgHsGSsofSTO4n909dt2tMP4PF4WLVqFVarlZ49e7ZpWyLgFwRB+I2Um+zcMHcvn97Yi+s+3cuJakvTuiWZ5UztHsPz4zvx9MpsAD7bV8QHU7q3GPBHGdQX7Lx/C9VmB1mVJhYeKWdtbjXVFid7Cut5f2cBG/80iAGJP/3BWd5gp8zkwGh3YXd5iQlQEaFXERVw4e6FRiljZ1YdB4qNbPzTIF7feILMCjMdQrXcM6gdMbJ87LlfNtvPa69Bg5352ZW8ufUUDXY3gWo5fxnegdv7xROpVyGVQLuoWDZV2qg0a+kTF0BAgJSMShuDE9Xsya/xD/ZP+++2fCZ0imR8pwgKaq3sLzayp6iO1Ag9I9qHEh+kQS5r+eWI21yEOeebVq/XcnwhAT0fQqYJ//U3TRD+QHw+HxJJyy+4vD4vNo+LyYnprCzORimV8XT3MXh8Xh7evQSn18OJhho6Boh/LxdKld3MooKMVtcvKTzK2NgUchsaXwhU2szUO1uug1NpN1NlN/sF/MfqK6iwmbllyzxqHdam5d/lH+GZHmO5p9MgMYzjEuRpqGgW7J9hyViDp6GizQL+nJwcbrzxRhwOB1qtlnfeeYfk5OQ2aesMEfALgiD8RorqbFybFs1HOwv8gv0zFhwuZVJ6FIFqOUa7G7PD01To7cdu6B7d1qf7m8ivsVDa4OC1TSfIKDfRPkTL25PT2ZpXwzvb83G4vdz29UE2/WnQeQP3sgY72ZVm3tmez+KjZXh9IJdKuKlnLM9dkUpiiLZNzr/K7KDYaGdfUT3hOiUp4XpMDjcdw3TolTJen5jG8qxKCutsfHWgmD6xC1s8jrTLA7y018uH+443LTPa3TyzOocKk4Nnr0hhWPtQMstNLMoopc7uJqvSwsPD2pMWqafIaOezfcWtnudrG0+QHKplxHs7mwoKAmgUMtbeNYD+icHIpP6/S26PB1dtzvmLAfrcqCJ7I5GJrwPCpcviclJkqeOLE/s5YaphfGwqo2I6kqg/+4W+wmaiym7mlKmWEKUWk8vBvuoiVpfkMC4mhTf6XcMDuxYRqPhjvYz9o3F5PFTazfjwEaTU4PyJ6UN/PCjO/RPFT73n7FBrt7CjMp9lhZl+wf4Z/zi0luFRyVTbLaQGhiOX/v6HqAk/j8dq/J/W/y+SkpJYvHgxJpOJ1atX8/jjj/Pll1+2adAvPuEFQRB+I9mVZoZ2CGXK3H2tbvNDViWjksNYdLScmFYC4A+mdCMu6Pf/pTK/1sLGkzXc+e3hptT3vBor645X8/JVnbk6LZLlxyrIrbJQY3WdN+DPr7XyyoYTrMk9m7bp9vqYu78Ynw/+fW0aIbpfntJ+PqVGO7d9fZB1x6ublmkUMubd1JPoQBUFdVYUMimjk8NYeqyC7EoTklam1rMm3MjHq0tbXPfBrgLuGdSOLlEGBiWF0DXagMXpQaeUEaBuHCdaWlhPtcXR4v4AlRYnG05WE65XEqJVcKzChNfXONPDNZ/u4eDDw4kP1lBpclBvcyGVSlDLpWhsdWjbX42z6nCLx3Um3UK5Q0Vw9jeoovsjN8QhkYqvBsKlw+Z2saL4GDdtmofv9L/f7/IPE6HWs+nKe0kNjCCzrpy7t3/LzqoCAGK1gbzRbyLVdgsP71nKmtJcprXvSZegSOLP6R0Wzs/qclJpN+P1efECWpmCSI2h1eFaRZZ63svawce5u7B53EyMT+P5XhO4NrELmfXNM+EArk3owrtZO5p+DlPr0ctVmN3N/56GqLREqBtnTKm2WyixGOkXlsCDuxa3eg2byk+wqjibOUOm0SU46udfvPC7JtOefwrcn1r/v1AqlSQmNk6H27VrVzIyMpg7dy7/+Mc/2qxNMS2fIAjCb+RMRXanu/Xpm5web1NP7PPjUxnRPpTN9w7iydHJvDYxjay/juTGHrEYVL/vgkHlDXYyykw8viKr2Th3gOfW5HJHv4Smn33nmYO+zurE5vL4BfvnmnewmHKTs8V1ZkdjgcQSow2P5+dPm+XyeHhr2ym/YB8aA+jp8w6gkEp5d0cBz67OZe7+YkYlh/HcFanI209u8Xg1ToVfz9G53F4fxcazKaYBagXRAeqmYB9Ao5AyKDGkpd2RSuC5cSl0CNExqWsUt/WNZ8cDQ3h3cjoquZRaq4tqi4Ptp2oZ/cFO7lhwiGdX5/DvzScpj5yKOm4E8qDmPQeKkM4U6wbz1tZT1Od+T8mXPXFU7MP3Ez1qgvBHUm5rYOaW+c3+Bjm8btYW55BrrGLUyveagn2AEquRGzd9SbwumEWjb0Mtk7O4IIN5w28hRhtwoS/hD8fotHGyoZqXjqwnt6GKpw+sZMCyNxm04r+8lrGREkvz3tNiSz1Xrv6IVzI2UOOwYnU7+ebUIeodVsbFpJLSwjCKPmHxBCu1Ten8CbpgrG4nL/Qe32xbCRI+GDSFaK2BEouRmzd9Sa+l/6LQUnfezye314vb5+WFQ2vJa6hhX3UR2fUVVNlM/8MdEi42WUAkuvRxLa7TpY9DFhDZ4rq24PV6cTpb/o7zWxGv8QVBEH4jHcN0zDtQzLVdopi7v+X07CtSI3ht4wneuq4r13SJIlSnZKhexdD2oW16bm6Pl9IGOyeqLdhcHjqGNaau19tdBKkVxASoiP4FswJUWZy4vD6qLS1/SNlcHhxuD3KphPggDaHnqTLv8fmotbY+T7LXB5VmB3H2s0FyUZ2VGquLonobx6stpITr8Hh99E0IbjVz4lxlJifv7mg+Xh4aZxlYf7ya4no7OVVmDpQY+XxfEatmDyDXGkXH5Kk4Tizw20erPP/7c4VUgsfrbbVnKy5Qw1VpEXy+rwij3e237u3J6SzPquCzvf6/U/83JoVt9w3mz0uO4vT4eGxZJq9encb2U7UcqzAhkUooNXsJCkvHMvx7VMVLUJxqnJbP1f4WioKv4LqvizGo5Nw1dgLyvEVULL6W2Jv3IQ9omwrFgnChHawpwfWjl1hxukC+GTGDCquJtSW5VDuaD8ECeOnIeu7o2Jcnu41mT3UhMdqAn13est5uxepxIZVIiLqMXhKUWhvYXVXA28e28Xi3UdywYW5Tb3ud08bTB1ayuDCTRaNvI/qc+7KnqpBSWwM3JvVAI1ewu6qQEJWWhQVH6BwUyefDprO2JIflRVmEqXRMaZdOhMbAjZu+RCGVcUO77sxI7s2MLV8xPrYTC0fdyie5ezjeUE3X4Cie7DaalMBw7B43j+9bzrqyxuFXh2vLGBTRjh2V+S1ez4DwRN44uokCcx2jyo5zz47vkEukTG/fk6e6j6GdPhilGBL1hyPXBRNzx8eUfnInlozmVfrbavz+G2+8wbBhw4iOjsZisbB8+XL27NnDnDlz2qS9M8RvqCAIwm8kLkjD1Z0jmdApguVZFc2C2CFJIQxICGLl7AHEBKhaLbT2W3N6PGw/Vcekz/YSbVDzr2u7cMv8A+wrauxliTKoePaKVEYlh5Ec9vMqEludnp/84iuTSpBJJcyZ1p3o8wThIRrlzyrMZ3a4UcmlZJabePKHbLbk1RCiVXBb33hsLg2HSoycrLFyc684Ig3nT/93ebyYHa33ZJebHIRoz/bA11pd/HNdLrf1jcfb55+EpEzBcuhNvM4GNElXowqNJjW8ipwqc7NjpUcb0Chk5511IDZQTa3Vyde39Oa1TSfZcKIx8+DmXrEEqhTNgn2A59fl0j0mgNcnpvHNoWIeH9WRu789TJcoAx6vj/d3FvDx7gK23z+Ev21uoM46mGmdRuHzwVcHHezIb3zhEWlQIfU21gXwOupwNZwSAb9wyTC5/FO7g5Qalo2ZRU59JamBEXyT3/JwF4ADNcU82W00vcPimZSYztLCTFYWZzE0qgNjYjoSqtQSofUv6GZy2imzmcgxVvJV3gGsbhfXJ6YzJDKJ9gFhbXKNvxWjw0al3Uyt04pBoSJCrSfsdAr8z2F2OfgkdzdjYlK4NbkPC/MPY/e4uD6xG5PbpaOQyiiy1PNhzk6O1JY1Bfxurxer28W7AyezuPAoFTYzd3Tsx9DIJI7UlbG1PI9lhZn8NX0kV8R2IqehEr1cRYBSzcFrH8bl9aKSydlbXcjE+DSGRrYnSKnhzf7XoZLJCVSq0SkaPxNONlSz4FTjM78qrjPdQqK5Or4zhZZ6vss/zML8DDy+xmyx6e17squqAKfXQ6BCjcXd+ILb7fPyxcn9WN0u/tl7Ah0DRRHHPyJFSDyxf/oaT0MFHqsRmTYQWUBkm1bnr6mp4fHHH6eyshKDwUBqaipz5sxh8ODBbdYmiIBfEAThN9UlOoCSegtb7xvMezvyWXqsAp1Sxt0DErk6LZL2oRd+ip+iOjsTPtqN0+Nl7vTOzPzqoN8c8+UmB/d8d4TvZvYmVKtocc73KrODvBorn+8rwuX18eCQJOptLmID1ZQY7c22D1DLCdEq2ffnoUQZVDTYXBjU8harY7u9XqIMSrrHBHC4tKHZ+tHJoWSUNdAtxkBGmYlB/92G+3T+fFmDg5fWn2BY+xDu6JdAsFZBfq3lJwN+nUJGcpiuxeKKAN1jAvjygH+QvTyrkmfGpZBvVbK/vBtd0j4iLUKNPiiCUKWSb2b0YsLHuylrOBtgxAWqeX1iFxKCz589IZdJSY8OoKzBzitXdcbr86FRytArZUz5fH+r+317pJR+8UFclRbFqVorr16dxoYT1ShkEh4flYxBJefbw2XM6B3PlM/3sSWv+THu6WVAfeoLzvxGeO215z1XQfgjGRmdTN+weIKUGnRyJU93H4PN7SJQpUElk7eYKn5GnC4IpUzG9E1f4vF5mZjQhdtT+nH39u947uBqvh4xg0SXg46BjYG8x+ulxGrkxcPrmZd3dirM5UXHSAuKZOmYO0gytG02169VaTOxr7oYq9vJCVM1H+fsJkKtZ96IW0gytDzc6MfKbSbUMjlP7luBVq7gxqSe3NNpMB9k72D29m+xup10DozkyW6jOWWqadqv3mlle8UpPszdBTRmYMxO7c+a0lzWluQSrNTw915X8NiepawvO9G0X7haz7IxdxCm0qFXqBgS2Z5sYxUP7FpEx4Bw7uo0gF6hccilsqaA3+J24vF5eWfgZPLNddy5bQENLjsamYLbO/bl25EzeS1jE7ck98Ll9fDw7qUA3JLcm4X5R/yu9/uCDO5LG4xCKqPdz7xHwu+LXBfc5tPvnevFF1+8YG2dSwT8giAIv7HYIB3RXh9Pj0nmoaFJyKQSIvQqtMqL8yd3ZXYlTo+X9GgD2ZVmv2D/XK9uOkm3mMBmAX+Fyc5fl2fxxelhCqFaJSM7hFJhsvPa1Wnc+vVBXJ6zYyAlEvj4hu6khmvJqbTw7y15uD0+pnSPoUuknqRzXno43R625NVy29eHmDOtO48uO0Zm+dmxkf0TgvjryGScHi/4JDy85GhTsH+uLXm1/N/YFPYW1lMbqKZ/K+Phz4gKUPP6xDSu+3Rvs3Wp4Xp8QJXZ/z75fD50Sjl/X51Dfq2NgYnBTFEEEutzkBapJDVcz9q7BnKw1MjxKgtJoVqiDCpSwnQU1tn4ZE8RoVoFozuGE2VQEajxr9Mgl0mJD9YSH3x2RoKyBjtVrQyb4PQ5nqq1Mr5TBK9sOIHF6eHlqzqjkkuxu71oFTJGdAjlUGkDk7pGseiof+GrAfEGrowx4sw4ex8UwannvXeC8HvX4LRRbbdSajPi88HHQ6axu7KA/uEJfH3qEAdqinkobSj37ljIY91GIpNIm3p1z3Vvp0E8tf+HpjHi/8ncwvf5Gbw/aAoT183hbwdWcmP7ntwg706sLpBym4kTDTV+wf4Zx+ormJO7h+d6jkP2O6n27vF6qHFYcXo8rCg+xqsZG8k319EjJIYXek9gXWkuk9d/yqor7vrJqekKzXVctfZjTjScrYsyIa4z9+1YyO7qwqZlWcYKbtv6NV8Nv5m9VYXMyd3DtPY9moJ9hVTGR4Onctf2bymy1ANwS4devJm5xS/Yh8Yp+65c+zHvDrweo9PG0sJMVpfk8PGQqRRa6vnnoXVU2S0MjUrihV4T6BQYgUGh5tbkPhytK+e97LPF/mweF+9m76DaYeGx9BE8tncZJ0+/lBgSmURaUCTPH1rr174PH3UOK0XmevQKFWHqC/9CXxB+DhHwC4IgtAGpVEKkQUPk72D6XqVUwpc39SRSr6Lc7CA6QOXXC33GoZIG3N7mX3oPlzY0BfsTOkXwp0HteHNLHjf1iqXG4mDZHf1YeKSMYxVmUsJ1PDAkiUCVlEeXZfHNobOV6xuL34Xy0dQeJJ2eZq+0wcG1n+7F5vIwc/5B/m9MCvFBGqotDtqFaLG7PGzPr+X+wUk0ONxsz69r9TqXZVYwuVs0RtvPK37TLz6IeTf35PHlWRQb7cikEq7rEslfRyWTWWZiwczeuD0+vs8oY/HRcq7qHMG63CpSw/UsP1bJ0XITXx0sYfHtfYkNUBOoUZAWZSBCr2RoUsjp+b6lzPjqAFtPne01l0jgreu6Mqx9CHGBmqYXLPU2F8X1NuYdKKbC7GRKt2i6xwQwvH0IXx4oafEaBiYGU2V2sCO/DpVcyitXp3HngsMcLGkcrqFVyvjriA4MbheCx+vj+m7RLD9WgcPtZWYXBV1Vhcg23NZUskrbcQoy3YUrViQIv7Uicx0Ha0p4P2cnFTYTA8ITmd6+JwMjEllUkEGBuZaJ8WmNL/UcFt7P3sEHg6bwwK5F2Dxnh2Hd0bEfGrmCgzX+//YKLXVsqchjdHRH1pcd58luo8k31xKrC8Tn8/Ft/qFWz+2z43u5t/MgYtqwAvjPVWCqxe3zYnI52FqRR6m1gZf7XE2V3cwT+1Zw8+Z5fDx4KgdqSiizNrQY8Ds9HkqsRgrMtawqzvYL9g0KFZEag1+wf65nDq5mwYgZOL1uvsk72LT8+sR0vsk71BTsA1yT0JUZW75q8ThnptMbEpnEX/Ys47leV7Dg1GF+KM5q2mZlcTZrS3LZfOV99AiJ4c6U/oxe9X6Lx1tw6jB/TR/FlfGdsbldTE3qQY6xktu3ft3i9jq5kqN15VTZzWhkcirsZoxOGwaFmkCFivCfeFEiCBeCCPgFQRAuUSVGG/U2F4fKGpi7vxir08PAxGDendyND3cVsDK70m/7+CA1yh/VFbA43fxna97p9Rru7J/ApM/24vH62HCymkldo4kwqJnVP55QrYpIvQqNQsKKrEq/YP+MLXm1ZFeYkAIur4+MsgZsrsax9FVmJw8uPopMKkGvlGFxujnylxGkhuvZXVhPYrAGlVyKo5VZEHRKGSEaBbHnqQfQYHdR3uDgZI0Ft9dHtEHN25PTcbgbZ09wur2cqLLw3NpcCupsaJUybukVx3e39iFII+eaT/Yyd3pP3ticd/r+ePj76hy+urlXU499mL4xddTt8fLi+uN+wT6AzwcPLj7K0jv6seJYJX8a1A6AT/YU8uiyY03bfba3iD5xgXwwpTvfHilrdt2hWiUD2gXj9nj5++pc5k7v0WxIgdXp4dk1ubwzOZ19RXWsO17DfYMTeXhIPPKy9dRufgS3y4xUFUhAjwcxdJuNTC1SU4U/JqPTxnvZO3klY0PTskO1pXxxcj/zR9zCu9k7KLeZ+CrvIMFKDV8Ov5m7d3yL2e1k3vCbqXFYcHg89I9IYFv5Ke7fuajFdpYXHuPG9j1YX3acKI0Bs+v0S0YJ2D3uFvcBsHtcLc5qcqGdaqil3GbkpKmWO7cv8Ctq2C8sgS+H38QNG+bywuF1PN5tJCVWIz1CY/2O4fR42FJxkmvWfcJrfSc2y2pIDgjjUG3LLyoBTjRUc8pcy41JPZl/6mzAPyGuM/fuXOi3rc/nw3Ge+1pqbaDGbuGToVNJ0ofywqF1zbZx+7w8sOt7Vo6bjUIqw3me2UiO1ZWTa2zM6ghSqPnixD7C1I2FYctsZ4ed9Q9PQCGVkVlXwbQkCe9l7aBDYBhl1gZyG6roHBjJiKgOpASGtzicTRAuFBHwC4IgXIKK623sKqjjubW5finyOwvqmDJ3Hwtv7cP+4noqz0lbf3REBxLPSScHcHt8mOyNX4zuHpDISxuO4zmdUu/zwfcZZXyfUQbArgeH0CFMR7XJwUe7m/fqqOVSvry5F99nlHH95/uID9JwR7/mxeE8Xl9Tpfo6mwujzcV1n+3l9j5x3NQzlk/3FrV4zYOSQrA4PbQL0ba4vtrsYMGRUv6y9FhT8KyWS/nnhE5kVZrJLDcxtXsMDy/NbNrH6vTw4a4CjlebubFHDA12d+PwgnPsyK/D6vL/8ujz+aixOtlZ0HJGgs8Hm0/WsDO/jknp0bi9Pr9g/4x9xUbWH69i6R39eGZVNrsL65FIYFzHcB4a1p5/b8njncnppEcbyKwwt5i5AfDi+uPMv6UX3xwu4/uMcu4bnERg8jWoovric9uQyBTItNFIRLVp4Q+sxGL0C/bPsLidvHRkPbNTBzSlZdc5bTyxbwUPpg3lr3uXs7HsBCEqLWqZnBVj72R50bFWp2tTSKV4fD7idIEcq6+g1mklOTAUrUzJNQld+e5HY73PuDahKyGqnz8bSltweNwUW+sJUKqZte0b3D8ayrCnupAfirK4NqErCwuOEKrSEdtCRkKJ1cg16z7B4XEjRdIsO8zkchCqaj3FXSmVIUVCma2BK+M6MffEPgCkEkmz4RV2j5tQlZaa0735PxatNTB727eY3Q6GRCQ1vrDYOBfvj96uHKgpwei0Y1Ccv0isQaliTUkuPnw832s8Hw6eypbyPCQSaKcP4dPjjdX/Px4yDbvbRXJAKHVOOwMj2zFp/ad+5xmi0rLmirvoaAhHrzx/bRlBaCsXpkS0IAiCcMF4PF4WHinD6fHSLTqA2/rGkxqubwwUU8K5f3A7MsoaeGJU49zsEgncMzCR8akRyKT+vRABajk3dI8GICVC11TZvyVrcqrweL148aJTyZH/6FjPjE3h3e35zNlThN3tpbDeRveY1lNb4wLV5FSZUSmk/GV4e+buL+GR4R1anEng2XEprMquJFirQK9qOWjNrrJw//dH/XrK7W4vf1l2jAmdIrhnYCKvbDzR4r4bT9QQplMRoJIjb6HavuL0MovDzbEKE48uO8adCw7TJy6I5bP60T2m+bRcNRYnBrWcYxUmFhxuvSfsH+tyMdpdXNk5kgUze7Pw1j68eGUnTA4Xc6Z2Jz5IzZRu0Rwqaf3ZlBjtaOSN44bHd4og6HQ2glwfjSKoPXJDvAj2hT+8bZUtT7UJsLOygO4hMX7LMurKSDacrZxf67Di8zX2Ps9K6dfqsW5I6s6KomM82+MK3s3ezl/3LmdnZQFefPQLi6fXj3rDAQKVav7abSQaeetTlF4IDS47B6qL2FJ+slmwf8a8vINMbpeOVCJBJ1c2VdNvcNo50VBNZm0Z2ytONfW6byw7wTUJXfyOcaKhmtTAcBSt1Cu4oV036pw2coxVSJEyNCIJgE1lJ7g6Ps1v289P7OXBtKEtHqdrcBT1TlvT1H/bKk+xoewEV8V1bratTCJFJpESrtYxKCKxxeO1N4RSbjPhw8eXw27i67xD9FzyLx7cvYgHdi1i0vpPGRXdkRd7X8nole9xqLaEPdWF7KsuYta2b5q9lKh1WJm28Qt2VxX6DVMQhAtJBPyCIAiXmAqLk9hANTqlHLfXS6XZwQND2nHokeH0SwhiX5GRQ6UN9IkP4thjIzj66AieHtORxBZ6xiUSCdd1jSIuUI3XBwpZ62mJyWFasirN7C40MqpDGN/f1pdnxqYgl0pQyCSkRRmappsDeOnKzsilEkZ3bHmqqqdGd+TdHfmUm5yM6BCK2+vl832FfDilG+9OTmd6z1juG9yOJXf0pbTBQUqYjr8uP0ZRva3ZsSxON6+3EswDzDtQQnSgmnJTyz3kALlVZh4Y0o7FR8v8lg9vH0KwVoHD7WFldiXpr2/i31vyWJFVyT/XH+emeQd4fnwn4gL9e5VGJodxtKwBn8/XbApH/3P34PXB31fnMHXufiZ/tg+nx0dahIG4IA0quYw+8cF0imh9+qxQrRKHx0uQRsEd/eJRXKApIQXhgvqJdHlfC/n0rh+lds9OHcC/M7fQKTCCUdHJzbbvFRpL79A4nug2ik3lJzhweoz/e9k7yKwrp50+mK9HzOD5XuNJ0ocQqTFwZ0p/dl794HlnBLhQfD4fDq+bClvzKUShcex9rDYArVzJ+NhU0oIiidQYKLEYuXvHd3T+/hVu3/YNmfVnC4AuKTzKlHbdmo3z/++xbXw8eCpyif/fm/TgKB7vNpp2+hCuS+zC6pIs3hl0PS/1vpK91UXcnTqQYOXZTIgNZSdQyuQ82/MKApWNf0clSLgyrjOv9Lmap/b94Hf8uSf2cUNS92bXdm1CFwrMdSwqPMoHg6eS/KNpEqM1Abw9YBIfZu/kkyFTCVJp+FfmZr9MD7fPy/27vsft82B2O7l/1yLu7zyEeF0Qx8+pYXCuk6YaApQqqm1mqm0tzwwjCG1JvM4XBEG4hLg9XhwuD8uPVTB3/9lp5X7IqiQ1XM9rE9N4cf1xvD5YeKSMZ8Z2ZGr3GGIDW08zTQjWsvm+QWw8XsMN3WL46mDz3ugxHcMwqBQMeGsbVufZL9AT0yL5ZFoPnlmVjdHmonOknuxKM9O6x1BUb+PJH7KYO70naZEGPt9XRIPdTUq4jr+PS2H7qTr2FRlxebyUGO0Ea5S8vimP2AANoTolwRoFeTUWXlpfz32Dk9iZX8fSzAruGdiO+CD/67G5POTVtpwOCpBfa0UjlyGVQAuTADTehyANEomElzacfXFgUMl587quKKQSTlZbufXrQ83G6DbY3fzfqmzuH5LEEyuykEige3QAPWID+Hx6T+ICGwv+vbM9v8V2R3YIY39Rvd8yl9fLuzuKeG58KmE6FdEGFYPahRColjcNhzjXn4clsa+onmV39DtvjQNB+CMbHt2h1XUDwhPJqPOfpSJEpfXr5b6hXXcS9cEYnXYKzHW82PtKDteWsrjwKB6vl5s79KZTUAQrCrP4ILexKCCAXCKlV2gsgUo1mfUVBCo1/DltKLd06I0ECeFqHWq5/6wcF4tGKqdTYCTSH2UqRWoMvNBrPDq5kkJLPXKJhH/1u5YEfTB1Div37/yepUWNw51OmKr5S8jwpn3dPi9/2rGQT4dMY1VJDiuLs9DKlVwZ15lItZ7FY27ncG0pJpeDfmEJ1DqsDPvhHeqdNqI1AXw+bDqVNhOrirO5uUNvyqwNLBsziy9O7mddaS4GhQqDXMXA8ARSA8PRy1UEKFQsLMhg2sYvmnr3zzC5HKik/iFOrDaQ2akDuGbdJ5jdDiI1Bj4cfAM6uZJ9VYUk6INpZwhBLZUzZ+iN7KzMJ89Uw/Kxs/js+N5mwzS+O3WEifFpfHPqEMUWI9Han5jFwFLP6xmb+Hf/a+kRHP1LH5sg/E9EwC8IgnAJqDA5KKi14vB6sTk9fsH+GTlVZtblVnFFagQer48BicE43F6MdjeVZgcR+tbHFyaF6IjqqWZI+xB2FdaRV+MfPP9zQieGvLPdb3o+gOVZFdzeN54503pwuNTIzN5xDGoXgl4pY9Db23G4vUz/cj8TOkXw9qR01AopJUY7MQFq3t2Rj0ImIVirwOzwYHM3vkh4eGkmn03rQc/YAAa2CyavxsrfVmZTUNfYs59daWZ8pwi/89Ar5fSMDeToOfUMztU12sDR8gauTotkaWZFs/V6lYzOkQaqLU7Gp0ZQYXYwIDGYG7rF4PPBqpxKzE5PUwHCHztc2sDz4zvx4oRODGwXjNnpoaDWxskaC/d8d4R5N/eib3wge380ZEIpk/Lw8PbcNv9Q07IxHcNYm1NF34Rg6qwuwnQqPD4vbq+XlbMHMOXzfZQ22AGQSuC2vvFM6xHD7oJ6OoRqMah/H4GHIPzWIjUGnkgfxcs/GsevlSt5qvto7t7+nd/yl3pfSYwmgDf6XUNKQDjbKk7x9P4fWDZmFosKM3h54wbitEGMi02hW3A0FTYTt26d73cMhVTGl8NuYmVJNkNWvI3T60Etk3NPp0E81nUEUdrmw3kuJoNKQ2pQBNn1lXQLjuZIXRmhKi2fDb2RB3Yt8qu0H6sN5Idxs9HK5E3BPoDRacfostM9JIbDtaV0DAijX1gCH+fuBuCzodPRK5Q0OO1cu/5Tah1WJiV05cb2Pblr+7dUO872cpfZGrhu/adsu+p+NlfksbmisSCqTCJlYnwad6YOwOZ2UeOw8I9Da9lQdoJIjYGXel/JW8e2tniN3YKjSQkM575Ogym3mbgiNpUQtZa7tn/b9HKgwmbi2nWf8Fqfq+lgCCdErSFUpeVfRzfzQc6upmPJJFL+2XsCQUpN0/VBYw2DzkGNM5oYXTbay0JQSGXNMkag8XdEJZWzp7qQkSvfZf81Dzd74SIIbUkE/IIgCL9DLo+X0gY7tVYXarmUMJ2S8FYC8gqTnad+yOb6btF8fbCk2Tj8c31zuJQf7uzPl/uL+T6jDJ1SRscwHRF61XkDfgCNUobH6+OfEzpRY3GyPb+OUK2CG7rHsPFkTbNgH+BfE7uw+Gi53wsIiQReGN+Jewe1499b8vD6YEVWJSuyzs4aMP+WXkgl8PjIZBZnlDEmJaIpcyA1XEeXKANFRjtur5f4IA1RBlVTwJ8W2Ty1Xa2Q8cjw9nx1sKSp6OAZCpmEW/vEsySjnJeu7MyJagvHKs6mu2oUMj6e2oM6m5M1uZUkBGvoFhNAXo2FxUfLuLlXHE+vzOGRYe1bvXdapYzkMC2vbzrBUyuzm5anRxt487quTPtyH0tv788newqZu68Yo93FmJRwHhySxKsbT1BjbSyu2DlSzyPDO3Djl/v5eGr3psrPNpeXZZkVbD1Vw/e39cHp9tLgcBMbqGZvYT0lRgdjU8KIMIjefeHSFaTU8EjX4YyK6cjrGZsotzUwIqoDd6T052hdGVq5AplESnpwFA93Gc7e6iK6BkXR0RDG/upi+oTF0zM0lhs3fdE0B3uhpY6Pc3cjlUjYf83DqA/K/SrxP5g2lK/yDrCk8GxAbPe4+U/mFiwuB6/3uwa94vdVrM0gV5EaFMHHQ6bxTtY2OgaE8dzBNX7BPjQGtVM2fMaKMXcSrwvyG4P+9rHtzB9xCxU2E8fqK9hYdgKDQsXM5D6opHKkSHjj6GbmDb+Z97J3MCyqA08fWOkX7J9hdTtZX3qcGR1688XJ/QB4fF4WFx5lceFRAD4beiNHT2doVNhMSCQSOgVGkG2sbHa8v/UYS5XNzJDIJPJM1ZTbTNy149sW78W72TuYM2QaXq+HHZUFfsH+mfN4Yt8KFo++nS9P7m969j1D4zhS2zgTTdegaL45dYi7Uwfydta2Zm3MTh3AwoLGDAGn18NLR9bzdPyAFs9HENqCCPgFQRB+B2xOD2UmOy6PD6vLzeaTNTy7JpeG0+nZvWID+eKmnnSObJ42eKrWyl0DEsmrtXLfkHa8uaX1wlV2l4dj5Sb+vSWvadnuwnrGp4bz6Y09iPyJgFCrlHH3d0cI1ylJjw4gq9LBSxuOkxDUfPx/cpgOlVzaLNvA54OnV2bz7cw+fLy7EJOjeQp6kEbBpzf2JLfKzMS0KP6xNheAq9MieGF8J74+WIJWKcdod7E5r4ZZ/RJIjw7gh6xK0lq4RwCp4Xp+uLM/dy443DTOPzFYw7+v7UJ2hYkio43xH+1k+az+lJuc7C6oIy5IQ/doA3a3B71KzjeHyiiqtzEuJZwHhibxzvZ8CuttnKi2kBCsQSKhxWm3Hh+ZzGPLjrElr3GKvmHtQ5nRO5YAtYLCOht/G53C7AWHuHtgIq9c1ZkgjYIog5IKs4MZveMYlRxGcpgOs8PNzPkHiQtUE6ZTEqyWU29zUW9zkldrYXVOFSuzq5BKQCmXYnc1pivf0juWdyaln/fZCsKlIFStY3RMR/qFJ+DwuKlxWOi26HW6BkdxX+fBRGoM5JlqePbgak6Za7m9Y1+uikzjqoQ0suoq6Lr4tRaP6/X5KLEYWX3F3dy6ZT755sZ/y6Oik3nj6KYW9/nk+F4e7jqc1MCIFtdfLDG6QNzmOk7UV/PX9JE4vB7+dmBVi9seb6imymHhqe6jCVSoeXTvMjw+H2/0m0iZtYEHdi0it6GqafsvTu7nz12GcXfqAB7pMpybNn/J1QldGBbVnkf2LG31nDLryrmn00Dm5R1oVl2/R0gMLq+HSvvZF7H/zdzKt6Nu5aXD6/g2/wgur4eUgHBe6zeR9vpQ7t35HVsrTjE1qXuz450rSKkhVK0l11jFm5lbWt1uccFRJsR1YlHBUQwKFWNjOvKfzC1MjE9jf00xn5/Yx9sDJvNW/0m8eGQd5TYTkRoD93UeTIBCxZ93L2k61ubyPJ5MHtxqW4LwWxMBvyAIwkXkcns5WWvh1Y0n2XyyhnC9kgeGJCFB4hcIHygxMvK9Hex5aCgJ50ydV2lykFVpIkitxOvzUWtxMa1HLF8fKm2xvYlpkaw9XtVs+aqcKrIqzT8Z8McEqPm/MR15bHkWJ0+n9ScEa7i2S1SzbW/sEdPiFHp6lYx7BrYjVKtg7d39UUhl1NqcHK+y8PHuQmqsTiJ0SixON7f2iUcqgXcmpyOXSQjTKik3OUgO03OixsKJGgt39U+k3u5iXEo4j49MJi6o5XoEaoWMsSnhzJ3eg2qLC4mksVL+/63K8Zu60OLwoFFIsTrdLMooY+OJam7sGctXB0p5YEg73tp6insGtWPSp3txe33M7p8AwNLMCu4d1K7ZWHyJpLEy/rNrcpBJJcyZ2p0T1RaeXplNpdlJt+gA/jmhE30TgvD64M5vDwMw7+ZePPVDFlaXh1CtktIGe9MLoPevT8dkd7M4s5xP9xZhtLsZ0SGUFXf255GlmWRVmJuCfYA6qwulXKSQCpcPg0KFQaHC4XETodFzqLaUQz8KOBN0wURozmYE6ZUqwtV6quwtF7SL0QXSPSSGtePvptJmxup2IpO0/u/K4/NSaTOTqAv+3YzhPyNBHwzAyYZq+Ikp4uscVh7ctZhoTQBzhkzjaF05q0tysLpdfsH+Gf/J3ML42FTa6YNZe8XdLC/OItdYRWpgeIs98gADIhKpc9j4duStvJaxkYy6MvqGxXNlXGeub9eNaruZezsNotphYXR0R4ZFdUAKPJ4+iie6jUYqaZwa8GBNMa9nbGJrReOL78y6Cm7t2KfFqRK1ciX/6X8tI354l+d6jafM1vKQL2gcehCnDaRXaCzP9ryCfx3dzLM9x9FOH8Ksbd8wOqYjY2I6sr+qmO9H3YbZ7aTAXMvcE/vZWpHnd6wwta71YjHCZeXDDz/kjTfeYObMmTz99NNt1o4I+AVBEC4Sl9vLodIGhr27vWmquFO1VmZ8dZAZveN4bEQHXt14smn7SrOTPYX1fgF/Yb0Vjwdmzj+I5XTK+8dTu9MvPog9Pyr0FqiWM7NPPNd8sqfF8/l0TxHD24c2pYm3RCGTMrNPY5X359cep8bqpMLkICVcT3yQxq9CfqBaQYXZv5hSkEbBvJt78c62U3SPCeBgiZE5uwsx2t0kBmv4y/D2jEkJp1OEgZ5xQU37JQZrMdqclJud7C6sY2V2FRqFlEnp0dRZXWRVmJBLJYxIbrni/7mUMik3zN3X4rp7ByVyvNrCbd/4F9/76mAJn07rQUyAirsGJPLS+uO4T39hM9rdRAeo+HBXAS9f1Zl3J6fz4a4CiurtdI8J4LkrUqm1OvH54IlRySw5Ws6io2eLhx0pa2DiJ3v46IbuflXGH1t2jE+m9eA/W06yOrcKnw9iA9X839gUpFIJn+4tYvE5x8ksN/HVgRK+uqUXN8zdh9lxdizplO7RFNfbWXe8CoVUytD2IUQaVASI8fzCJS5GG8C3I29lzKr3sXnOzoahkytZMHIGMefMMR+jCeDF3hOYvb15+veYmI7EnB6Pr5MrkUmkHKwpYcR5CgUCWNxOiiz1dAy8+BX6z5VRW8YVaz6kwmZi0ejbWh1/LkFCgFKNy+uh0FLHfzK38ES3UZwyaXl4z5IWjtxoccFRGlx2nuw+moX5RxgS2Y7H0kcwa9uCZtsGKNSMjUkhUqOnym7hs6E3Uu2wsK7kOHKpFIfHhUwqZUR0B5RSOXG6QFxeL3/ZvYT704ZwpK6UjLoy2htCmZbUg4fkKrZW5CGXSPHho0tQJDHaAEqtDX7tTk/qwXvZO6lz2jhWX0HfsHiWFx1r8XpGRHVgUEQ77lUMJlCp4fV+E6l1WNEpVBy57lHC1TpyG6q5ddt8fhh7J1aPq8XfI4C/po/E12CFmBZXCxeQ2+rCbXbitruRa+TIdUrk2gvzuXjkyBG+/vprUlNT27wtEfALgiBcBE6Ph6wKMw8szsDh9qJTyojQq6i2ODE53Hyxv5hls/rx7y15fmPjdxfWMaV747cEo82FyeHhnoVH/DoLHlp8lE+m9cDl8XKgxEhhnY0AtZy/DO/AnQsOYXe3PPeyVMJ5g/0zwvUq7hucxIROERTW24gyqJi7r4hPpnbjQEkDUQFq3F4vHo+XEe1DmLv/bFX/58al8LeV2UzoFMHCI2V+AWtBnY0HF2fy3vXpdAzVITtn6rhKs4Maq5NpX+wn65zx9UszK5jUNYrBSSEkh+laLZp3roQgDVekhLE613+8qlwqYfaARIa+s71ZWr7H6+PxFcdYdkc/OkcaeGZ1TtO6t7bm8frELtz29UGeWJFFxzAdM3rHEa5X0jsuiCC1HL1LhkoupX9iMP9cf7zF83p2TQ6vXX12/ukqi4NvDhXzf2NTeOXqNORSCVaXm8eWZXHv4HZ+9+6MOpuLD3YWcHOvOD7YWQBAuxANHUJ1dHy5sZCZTCpBq5Ty9OgUZg9IJFgjgn7h0iWRSOgTFseRSY+yrDCTvdVF9A9P5Or4zsTrgvy2lUmlXJeYjlqm4Mn9Kyi2GNHKlcxO6c+j6SMIV+sptRqZuWU+G8saZ+vYffVDdA2Oahpffq6BEYnsrS4iRNX6LCgXQ7GlnvGng31oDM7v6NiPD3J2Ntt2alJ3NpadffG8piSX/+sxFqVUhs3d+nSiVo8Lk8vBmpJcnF43rx/dzFPdR/P3HuN47egmrO7GuiQdDKF8M3ImCfogTM7Guix/2bOUFcVZADzcZTiLCo/y7ME1TS8kNDIFHw2ZypM9RjN5/WfUO8++aH49YxMLR9/G50NvJESl40BNMXkNtawYeydP71/JyuLs0y8BonioyzD6LvsPcomU+ScP8uXwm1hZnI3H5/8ZGaLSkh4SzfCV7wJwdNJjpIc0j9a/OrQGt8/LLVu+YuGoW/lHz/E8c9B/qMQtHXozMqoDxVktfw4IF46z3k7+91mYjtc2LTN0DKHd5M4og9q23o3FYuGxxx7jhRde4L333mvTtkAE/IIgCBdFeYMDl9dHYZ2Nj27ohl4lp7DORlyQBofby99X57C3sJ5OEXoyys6mGZ47Pt3t9fLt4dJmmYF944NICmk8ToRehd3tIUKvYlFGGb3jgthZUN/iOd3RL+Fnn79MKqFjuJ4gjYJ6m5N7B7XD5PBwqLSIJWtzUcqk3No7jqfHpLDpZC2F9TZUcimxQRoOlxp5fnwqL7YS+D71QzbjO0WQeE4mQ73NxXeHS/2C/TMWHS1ncrdoMstM9E8I/slzjw3S8P4N3fnucCn/3Z5PjcXJkKQQHh3eAaPd7dczfq6yBgcujw8fPuRSSVMP/6HSBj7fW8SS2/uxNLOc7Eoz1RYn13eLJilEi1oho8ps5/7B7citajlVGKDEaCc2UE2QRoHL4+XLm3qx7Fg5o9/fid3tpV2IhidGduTaLlFsOtFYUCw5TMftfeOJC9JQUm/j071FLDtWwbybe/H53iJm9onjgSFJLDpazso7+xOqU2J3eyiqtxOgllNitBGsUeByeyk12Smqt2F3eYkLVKNVytAbfl8VxgXh15BLZbQ3hPJQl2E/uW2ISsv09j0ZHtUBl9eD0+vB4nZQ67CCr3GO9zPBPkCtw8LnQ6czbdMXfkXv0oIieabHOG7a9CVjYzq2yXX9WqdMtZSfk74+98R+Phg8hSdVo3g7azsmlwONTMGM5N5cE98FuVTaVLTPh49gpYZvqgoYH9eJpecUKzzXqOhkHt+3AofHTa/QOA7UlPDi4fVck9CFucOm4/X5kEuktDeEkh4STaXVRL65jvVluU3BfqTGwIioDly7/hO/Y9s8Loos9byesdEv2IfGKQJv2TyPZWNmMeJ0gA6NWQSfDb2RJ7uNpszWQOfACAKUahaOuhWj045KJkcukfLNiBn834FVZBkbZ2sZGtmeJ7qN4h8H1wAQptJR57CxrjSX7RWnaKcPYVhUe2K1QUhOj42otJsZ+sM7PJE+ms0T7mVHZT4Wt5MJcZ2J1hgIU+loPo+OcCG5ra5mwT6A6Xgt+d9n0f7Grm3a0/+Pf/yD4cOHM2jQIBHwC4IgXExVZgcWpwe5VEKkQYVC9tuMgT5RbeH5NblM7RHNpzf24MFFRzlefbZycWKwhg9v6EZ2hdmvorxWKWNEh9Cmn+VSKfl1/l92hiSF8OZ1XXlx/XG+zyjD5Wmcfu+JUckMbR9KpF7J4qPlFBvtfvtdnx5Nanjz6vY/JVyvIlyv4liFiaHvbG+aA96Khze3nWJZVgWr7urPzPkHKW9wUFhnI0yn5FSttdVj1tlcVFucfgG/zwef7GleD+CMZZkVTO8Z0+pMBj+WGKxlVr8ErukShdvrQyGVoFFKya+1nXc/q8tDp3A9k7pG8e2Rsqbla3Kr2HCimvGdIpgztTvxQRrk5/y+hOvVPDqiA+uPV7d02CYquZR3JqfTMUzHQ4sz/F7O5NfauGfhET6Y0o2EYA3/nJBK+1AdL60/QU6VmZRwHU+MSia/1kr36AC+urkXSKDG4iKzzETf+CBunneA49UWpBLoGhXAkKRgnhzVkUOlDdz81YGmGgEKmYS/DO/A0HbBBFpcRAXIftZ9FYRLQWOmk4+dVfk8sa+xpx9gQHgCz/S4gtTAcHKMjWPX15Yd57qELjyRPgqDQkWJ1Ui8LohKu5mZWxqn8AtT//K/rW2p/Edj1X34mJOzm0fTR/DBoCnIpTJ8Ph/fF2Rw7fpPidYaeKXP1dy8eR5xukACFRoi1HqujE9jfelxLKd768/oH56A3eOmwmYiLLojZtfZoV1LCzObXhL0C0vg4a7D6BQYQW5DFUfqyvjk+N6mbW9L7tPq1HspAWEcqm25Vo3J5aDQUodOrsTidpKgC6Z7SDRvHdvKnzoN4u4d37Hz6gf4MGcXrxzZgPt0j36EWn/6pcAoNHIFHQLCcHs8FFrquT2lH8/1uoJApYZbt8z3q12glMpYNmYWs1L6+VXpfzljPa8e3UBaUCQT49MIUqiJ1wfhE+P3Lzq32dks2D/DdLwWt9nZZgH/ihUrOHbsGN99991Pb/wbEQG/IAjCj5gcLvYWGnlkaSZHyhoIUMuZ3T+BWf0TCFQriA749alep2qtDPrvNqotTqb1jOHvq3P8gn1oTG1/ZGkm827qxV+WNX4xCtMpWXJHX+LPKUgXoJYzMDGIVdlniyD9+5ouXPfpXr+AeldBHVM+38eSO/pRW2nmh9n9+fZwKWtyqtAp5dzcK5ZRHcOIMKiwON1IAK3y5388lDXYeGPTyaZg/1x5NVZ2FdSxevYAys0OyowOrC4PQT+RRi47Z2iB0erE5fUy/5ZeWJwe9hTW89HuQr96AU6Pl+4xv6w3OkirJEir9Fvm9jS+WDkzBeC5Ig0qVHIpQ97ZztLb+7GrsL7pHKIMKm7qFcvVaZEEqOV+wf652odqWz3+6ORQlmaW8+bWU3x2Y89WMzFeWHeclXf2Y1VOFdO/PNC0PKPMxKwFh/nnhE6szqnkz0sy2ffnodz45QGeGJnMvQszOFVr5Y5+8UxOj2ZfUT0uj5dKi5PrPtvr93LJ5fHx8oYTdJzWnQ925fPo8GR0KvGVQbg82FxOjtSVccvmr/yW76oqZMaWecwZMo3r1n8KwIfZu7g+sRsVdhMP7FpEsEpDrcPaNH3bF8Nuop3+pzOPLqSOAc1rndye0o8/715CidXYbF2xxYjV7SRKY+A//a8jWhfA7NSBrC3NZfnYWXyYs4vVJTkYFCpuat+LnqGx3Lb1awBmp/bn9tP//2N/7jKUSLWBSruZU+ZaVDI5NedM29crNK7FYnvQmOF2Pha3k2htAH/vMQ6L28mOynzaG0IJVeuYM3gqe6qK+OfhdX77VNrNTN7wGd+NupXdlQV0Cowgz1KDVCKh3GYiz1RDjrGqWaFCp9fDdes/5cC1D3NT+158lXf277LX56PKbmFGch+SDWFIJVI8/PTQM6FtuVv4vuK3voXZg34LZWVl/POf/+STTz5Bpbpw03WKT29BEC5bHq+PEqMNq8uDVCIhRKMgTK9iZ34d4z/a3bRdg93NG5vz2FNUz+194xndMdwv8P653B4vn+wppNpytjdkT2F9i9tmVZjx+Hysv2cgEomEpBAtsQFqyk0OyhrsuLxeQMKUbjG8uvEkFqeHjmE6MitMLfaeu70+3tqax9/HpVBSb2d8SjjjUyOQSSUU1llRyqR8d7iUj3cXIpVKuHdgIr3jg37Wy406q4u1uc0rNZ/x9cFSpnaPoXOEAb1STrBGiVwqIVijoM7WfAzoyA6haJVSPF4fJ2ssvL7xBKtzqwnWKJjZJ47OkXreuCaNZZkVfHF6yr8be8QS8hu8jY8OUPH+9d2YOf+g33KpBF66sjNrciq5f3ASN391gH9f2wWzw43XByFaBW9vO8Xio+X0jgvkqdEdSQ3To1ae7Rmvt7l5YkU2713fjTsXHPKrzRAbqObf13Zl+Ls7aBei5Wi5f3GpcxXV23B7ffzfqpwW17+w7jjL7ujHF9N7UmN1Ulxvw6CWc6rWyoNDkjCo5Fw9p7Fw44ROEdTaXH7B/rk+2FnAFanhlJscdBABv3CZKLebeOnw+hbX1TisZNaX0z0khsO1pZjdDq5a+zFfj5jBwlG38fKR9Rz3VdM1OIq/9RhLl8BI5NILkyFTY7dg9biQSSREawJarckSow1kSGQS205Xsp8Yn0afsPgWg/0zcoxVfD/6NjoFNE4xGK7RMzK6Axl15TzTYyw3tOtOgaWOhflHeOlI4737W/cxRKoNfDvyVu7duZC91Y1ZWlEaA8/0GEeusZp4XTAOr5sym4kiSz1DI5JYfjql3+pxkR4cw0lTTbPzsXvcRKj1flP1nSGVSEjUhfCf/tfyyO6lfgH6m8e28vaAyY2zE7TA7nHjcLvpE5bAVWvnUGipAxqzEd4bdD19l/2nxf1sHhcHakp4tc9V3NS+B/uqi2kfEEq0JoDOgRFE6wJb3E+4OOTq83+eydvo8y4zM5OamhomT57ctMzj8bB3717mzZtHRkYGMtlv//dCfHoLgnBZqrM4yK6y8NyaXEK0CialRxOqVRAfpOGBRUdb3GdrXi0PDmnPqxtO8OrVaWiUv+yPcp3N5VdozfoTBeZOVFvAB5vzqnlxQmeKjDYyy00EaxRUmBy4fT6+OVTLNzN685elx7i1Tyw/ZFW0erytp2rRKmW8uyOf+QdL8Xh9SCVwQ7cYgjRKZs4/2FTQb1V2JWM6hvH59J4/GfS7vT705/lwNKjlyKWNPd7xQRpWze7Po8sy+Whqd249Z3YBaBzO8Nz4VCpNThxuE4P+u61pfVG9jUeXHWNCpwhGdAhlVMcwDpQY0SqkDEgMIkCtbLH91hhtLirNDmwuL4EaOTEBKpRyGeNSwtj4p4G8tfUUudUWukYaeHBYEnUWFw8symDezb14Y/NJ/m9lDhv+NJD5B0u4c8Fhv/uRW2Uhp9LM/mIjKeE6RiaHoZRJ2JJXg1ouZfHt/dhdUEeJ0U7P2ADC9Sp8+HB4vBhtLsJ1rV+LQibBB60WKLS5PEiAT/cVMiAhhKDTvy86pYwRyWFM/uxsymx0gOq8wxhO1VqJMqipsTrpgO4X3V9B+KNyeDwcbCVdHOBgTQmpgeEcPr1NvdPGg7sWsWLsrKbx6QaFmhC1ttVj/JZMTgeHa0v4697l7K0pIkpj4K/pI5ma1INIjaHZ9hEaPfOG38yT+1ZQYTNxbUJXjtWVE6TUNBsTf0aPkBj6hyc2/VxpM/FDUTZ37fgWhVTG873G094QSs/QWAaEJ3JDUneSDaHIJTKO1pXx2dAbKbOZqHfYcHo91DosdAmO5KFdi1kw8hZSAsJ56fB6vhpxM6tLc3F5PczPO8BT3cawtOgo3h9VUv0kdzdv9LuGGVu++vGpck/qQIosdWyrONXitIH37/qe5WNn8WbW1mbHjVDrUcsVXL12Dr5zpk3ZU11Ivrm22fbnqnVYOWGqoZ0hlGq7lcf3LkctU3BX6kCujO/M6uIsUgMj6BYSc0F7d4Xm5Holho4hLab1GzqGINf/su8TP9eAAQNYtmyZ37Inn3yS9u3bM3v27DYJ9kEE/IIgXKbyam1c++lePpnWg0UZZdx6OthdcnvfZin25zpYYmRPUT2VFgeJSv8vc16vj9IGO2UmB063h+gANZEGFbrT6fFyqQTDOYGxSi71K/52LokE9Co5d3xziLeu64rV5eFUrZUnVmRx9PSc8XqVjMdGJJNVYeKVqzpjUMspa3A2O9YZoVol+ODLc6rme33wzeFSGhxu/jysPS9vOFuMat3xanYV1DEpPfq89zJA1TgsoLUe53sGJvrNAd850sCHN3SnrMHB1vsGc7jUSG6VhQ5hOlRyKTd+cYDpPWPILDf7vQw4Y2V2Jbf3i+eFtbm8dV1XYgLUflMV/hwFtVbu+z6DlTmV+HyN9/Lp0R25o18CFqeHpZnlhOmUpEcHUFBnZewHu+gaZeCzG3uyNa+GR0e0587+idhcHp5YkdV03FCtkg+mdGPWN4cpbThbJ0Etl7Jy9gBu7xvHp3uLWZNbRZ/4QEK1SjacqKaw3kbek6O4f3ASr248QUygBo1C1mJQP6VbNM5WZlo4Qy6TUFBrZ0q6mlqri9hANRM6RfD9OXUHoHHIRZ/4IFZmtzw3dtcoA3k1FoYmhfyS29tMeYOdYqOd/ForCcEa4oM0/9PQGEFoSwqplFhtAMdb6QVODgij1NKYhSOXSJmW1IPne08g8SKl7m+ryOPqdXOafi61NvDn3UvYWZHPy32uJkYX0CzLIE4XxDM9xgHw4uF1NLgc3JnSn9ePbmp2fINCRcqPphXMNlYx53hjJpzL6+GJfSswKFT0DInF5fMgl0h5puc4PD4vzxxczf6aYm5q35NuITHYPC6+z89ga0UeKQHhGBRqwlRaOgaE8e+jW1g57k7+tn8Va0pyeabHuMZx9ft+aMpA6GAI5f60oaQHRbFm3F387cAqjtSVkqAL5qnuo+kdFk9mXTkL8g83u5YzdlcV0is0jn3V/rVhbu3Yl9cyNvoF+2fUOKzEagNbzYSI0QYwfs2HODweZib35tmeV3D3ju94cv8Kvs0/xLM9r+CT3D0UmOv4eMD1rZ6b0PbkWgXtJnduuUr/9Z3bbPy+Xq8nJSXFb5lWqyUoKKjZ8t+SCPgFQbjslBntvLAul+fHp/L31TkcLDn74e3weFsNwqExdbvO5sLl8VFtdlBtdeH1+QjRKjhRZeH6ufuoMjcG3QqZhL+NSeFPgxIJ06nQKWQ8NCSJXQWNKYLLMyuY0TuOT/c2L0Z3fXo0G45XU2V2EmVQYXZ6uOHz/dRYzwb0ZoeHv6/O4Z3J6QRrFVzx0S6W3t6P/24/1eK53zMwkQWHW+61Wpldyb2D2zVb/s72fMamhKFXtf7hp1fJGZIUwpCkELad8n9bflufeDqGNu8Zjg3UoFfKyShr4KUNJwjVKvl0bxHlpsbiTv0SgvnXlrxW29xysoYQrRKphF+cyl/WYOfqT/aQWX62cJXZ4eHJH7IJUMvpHhPIv7c0v4d7Cus5UFxPWqSeaT1i0SrlrM6p9PtduXdwIi+sPe4X7APY3V6u+3QPOx8cwvcZ5Rjtbo6WmZjWI4Zb+8STHNY4tv/hYUnUWZ38a9NJPp7anVnf+E+j2C06gAeGJFFpdhAXqPYrvqiUSRmXGk5SsIa4QDXfzOiFy+NDo5BSVG+jS6SBXYV1fue1Oa+Gx0Ym8+6O/BbrCtw7KIm3tuXx2MjkX3SPz3WqxsrET3Zz7JwZFlLD9ay4sx/tW/jdEISLyefzsa+6mLtSB/LY3mXN1kslEm5q34tQlY6nuo9GIZURrtahU1ycHttSq5H7dy1qcd03+YeZkdyHz0/uY1bHfsScTiv3eL2caKhm7ol9bK/MJ1YbwMzkPgQo1BRa6lhw6mygHKFuzAY4U5MAoNpuoczawP2dh/DXdAUSJAQoVCwvOkZmfQV/7TKSPVVF3LltAQPCE3mj30RmbVvAu9k7mp3jjOTeKGUyXF4v7wyczCsZG3jh0Do+GnwDFrcLp9dN79A4vhp+M5V2MxKJBKfHQ6RGjwcveeZa/txlGEn6YIJVWlYWZXHP9m95a8AkHJ7Wx2E7PG40suafHV2DInm/hfME+DBnF3/vOY67tn/bbN2IqA4cb6huuk+fn9hHgj6Y4VEd2Fx+kgM1JdQ7bSToghgf14k8Wz1R9iCidGImlItFGaSm/Y1dcZuduB1u5Co5cr2yTavzXywi4BcE4bLj9Hi4qnMkCcEav2AfYE1OFZPSo/j2cFmz/RQyCakRemQSCR6vl/Ef7ebA6f3X3DWAiZ/swXFOcOby+Pj76hxSw3UkBGt4deNJZvSO4+rOESzPqmTOnkKW3N6X8Z0i2JJXw/cZZdRZXczsE8/wDqHcenocudcHO/Pr/IL9c/1r80neuq4rdpeXhRllvHxVZ79eZ4AxHcOY0i2a1Fc2tnpfLE4PEgl+c9C7vN5m0/79WJheRZLTwz+uSKWkwc7q7CpUcinTesTQPlRLQkjLve8quYS9RfXkVlkA/6wKH40ZEeeOcz+XUi7F5/MRZVD/7Mr8Z+TXWv2C/XPtKqhjX1Hr41jnHSxh5Z39m4oayn40RrZXbBDPr215ukGj3U15g4ODDw9nZU4FXaMC+HBXAbd9fQi318s1XaJ48cpOvH51GpUWJ1aXm/0PD+NgiZGyBjt94oMI1SopqLMSoVPy5nVdmTH/IFanh5l94pjSLYZlmeWcqrPx9aFS+iUE0SFUyzczenP/ogw+u7EnaoWU1TlnU1x9Pnh+bS5f3tSLvy4/1jiMBAjXK/nXNV1wuD18OKU7Eb/wHp9RbXFw13eHuW9wEn3iAvH6YH9xPc+szuGGuftZObv/rz62ILSFCpuJ/zuwkj93GcatyX34/MS+pnVqmZwPBt1Akj4YrUJFFM3T5S+0BqeDfHPztOSxMSnMSO5NgFJNenAUb2dt56EuQ9HLlRytK2fs6g/8qut/feoQL/a+krExqcxM7kOptYFAhZq04EiWFxzjxg49m7b1eL0EKtU8uGsRs1MH0E4fwtrSXLoER3Nbx36sLsnmhcNr8fp8fJV3AL1cxcpxs3n96EaWnDONXzt9CLd37Eu13cr3hRnIkfC3bmOxepxMXPdJ03UZFCpe6DWB3qFxlNkaqLKbCVSqGbf6A78XEQEKNSvGzqJzcCS5xkr6hyWwu7qwxfs2LLI94WodB2tKMLsbXzR3DAijc1AksdpAso3Ns572VRfxYOchfDNyJn/b/wPHG6oxKFTMSO7DyKgO3PKj4QXvZ+/kpd5Xsrn8JACLCjLQyBTcs+M70oIi+X7UbUT95BMW2pJcq7joAf4XX3zR5m2IgF8QhMtKvc3F4TIT645XEx/UPKV43oESFt7ah8OlDacD0UYyqYR3J6fz7vZ83rgmjVu+OtgU7A9MDGbTyRq/YP9cz63N5fa+8Sw+Ws6KrApevrIzdw9sR7BWweaTNfyQVUmAWs5713cjJkDFf7aeYub8g3i8PoI1CiTAjvyWp48BOFljbUqZ/2BnAbf1jWfV7P7sKzZidbgZnhxGh1DtT6aBaxUyfjw88fa+CQSoW/8wdLg8FNbbqLO5CNYqSArRMKRdCBKJD61CTth5gjm1Qt5qtf41OZVM6hrdakbC8A6hnKqxEh3wy4PFo60E+wAahYxKc+vDIkx2NxrF2dTY5DAdarm0qRfe9ROVo+ttLtola7myUySD397ulwmw+Gg5649Xs//hYSSHne357hzpH1R0jQ6gzuokq9LCdzP7UGm2Y7J7uOaTPU3bLD9WQZhOyaLb+rC7oJa/j0ulxGhnYpco/rP1FBWms9Nk7Sqo428rs1kwozcFdTZcXi92l5f3duQzs3cc8YG/PiA3O9y8MTGNZ9fk8ODixnG441LCWTV7AI8vP0al2SECfuF3xePzUeOw8uCuxTyYNoTlY2dxvKEanVxJmErH/upilC30DF8sCqkUCRJ8+NDLVdyS3Js7O/ZjVUkOf969hFqHlQCFmjtS+mFyOiizNvCnnQubTaUH8MyBVSwafTsT136CQaEiVKXlmxEzmNwunRqHhQqbiQiNAZ/Xy+QNn/HvfteypfwkURoD7Q2hbCg7zt7qQiYnprNszCyuWvsxAGa3g1u3zmfRqNuQAMcbapiV0o+J8V3YWHaSObm7kUokXJeYjkwqYdLaz6i2n/38NbkcPLR7MZ8Pnc4zB1fxj57juW3r137BPkCDy84d277hobShKKQynu11BVevnYPH5/93eWBEIqfMtWwoO8EnQ6fh8/lQSGV4fF7yTDXMTh3AX/YsbXZ/pBIJKYHh6OVKHkwbSgdDKEqZnLeObWXapi+aje+vspsxnJP5oZYpmj4jjtVX8G72Dl7pcxVKmQjHhLYlfsMEQbhs+Hw+1h+v4oa5++kcqadnbPNUOpvLw8z5B/nXNV0I0SpYk1NFsFZBv4Rglh0tY1b/eEx2N/uLz/YCxwSqOVnT+rj/k9XWpvHKLo+PJ3/IZvmsfkz7Yj8l56Rkr8yuZFqPGLpGGfB4fUgk8M8Jnfh8XxGp4a3P4xwToEZ5zjRwn+0tYu6+InrGBqKSSzlUauTNSel4fD5GdAhl08nmFY/7xgeR+aPK8J0j9Yzp2Hz6pjOK622szqlEJpUQqFbgAyRAerQBW9kpYtPSmra1Ot0UG+2crLbg8floF6wlRKtgULsQZFJJsyrx8w+Wsmp2f7adqm2WHn/PwEQOlRh56arO530Z0ZrE4JZnWJjaPYYp3WLIq7X6FVc815WdI4g4p5hPlEHFx1O7c8tXjdkYDreXUK2y1WyMTpEGfD4fy45VNLsuAJPDzVtb83htYhoqeevFe4K1SiZ1i6LC5CQmQEXv/zSfq7ra4uRvq3J4aUInBr29Ha1SxgOD2/H9rX14cf1xVmZX4vXBgIQgnhqTwiNLMzlYYmRG7zi6RBmYmBbJnD1FjE0JJ0mlwOXxUmdzoZBKCNb+vIJGDrePsR/uahrmArA6p4rt+bVsvW8wFoeYnkr4fQlQqhkR1YHFhUd589hW/pu1jSiNAYfHTY3DyudDb2wqQvp7oJLKGR2dTG5DNR8MnkKZxUit00qnoAg+GDQFs9vJ28e28Z/MLRidNh7oPKSp2OCPuX1eCsx1RGr0lNtMzB06nRKrkYnrP6HC1vii1KBQ8XKfq3iky3C8Pi/T2/fi6QM/cLTu7N/MD3N28VS30fyt+1heOLwWgDxTDfmWOl7vdw06uQqn182k9Z9yoOZsTZkNZScYEpHEa30ntjiV33+ztnFfp8HE64KoaqE6P8DxhmpitIFM3vAZG8bfw/ejbuNfmZvZWpFHiFLLPZ0G0iM0lplb5mN1O1lZnN20r1QiYc0Vd1NuM3Fbcl8+O3G2wKlKJuezoTciRUKAUs2giCSO1ZfhA5aek7VwrgRdMNXnTDM4MT6N+3Z+3/Tz0doyym0mQlU6dIq2KRInCCACfkEQLiOlDXb+vKTxgzmrwkzX6IAWx+tXW5xsO1XDlG7RTEqPJDpATYXJSUqknkidmvd25vttn19rZWJaZKvtdo7UU1h3tvLx9d2i+fJAsV+wf8Y3h0q58bY+TO0WzfRecSw8UsaBknoeGd6BF9YfbxpnnRSi5f7B7UgM0RKpVxJpUDEwMZidp+sDNKZOG5FIYMM9AzleaeHzfUU8NjIZs9Ptl7beIyaAOdO6syKrguQwHTKJhFn947mxRyxxrUw/6HR7OFBcj14l56/Ls5rmow/XK3lxQmeGtz9bzbne5mTBoVL+vCSzqSdco5Dx0pWduK5LJG9P6sqfFmb4HV8tlxKsVbBydn82HK9m2bEKQrUKZvSJQ386nT7hV0yNCNA5wtAsKO8eE8CEzhFc8dEuvrypF50i9GRX+n+h1CllPDW6Y1M6P4BaIeOaLlEcfGQYb209xa6COp69IqXFmR5u6R1LpF6J2elmYUbzISNnrMiq5KnRHYkKOH+1XoNKgc8HS47Wtjqt3uaTNShOvwxyuL28sTmPsSkRdI0O4La+CfjwkRCkYfJn++geE8CXN/fivdOzOEQYlMzql4DV5SGn0swnewpZnlVBkFrBX4Z3YHBSCJGG1nvnnW4PXx8q8Qv2zzA7PHy4q4CnRnU87zUKwoVmUKh4rtcVrCjOwuX14PX5KLU2vgyN1wUxPPrX17P4rdXYLTy6dxmPdB2O2+dl3sn9TEvqyW1bv2465yiNgZf7XMXigqN8dnwff+4y7LzHdPs89AuP55b2vQlWaRiz+gNc3rMv5kwuB/ft/J714+9hS3kex4yVfsH+GS8eWc+uqx/CIFeSHBiG2+slRhOAw+MhyaDng+wdfsH+GdsqT3FDUndSAsKbVdjPrq9kQlwnchuquDKuM/d1HozP5wNJY4X8/2Ru4UBNCe7TPfpvHdtGoj6Y/uEJPNZ1BKmB4RypK2PKhrlNRfn6hMVze8e+hKv1p4NvLZ/k7OHjoVO5K3UAh2pL0CvUjdMw1pTQb/mbjI/txGPpI/h35hZe6XM1kRpD0wuRc/25y1A+yW3MvLqlQ29OmWupc9pI0AXz3wGT2FNdyE2bvyRAruahLsPoGRpLhKb1l/uC8GuJgF8QhMuGyeH2C7Lf2Z7P+9d3456FR/yC/p6xAUxMi+KqOXuaxpBP7xnL0KQQHlmWyWMjOvDdkTJGdQwjUN1YeK53fBAGlRyTo3mRoAeHJvHPdWfHdU/oFMGfFh5p9TzX5FQxuH0ot37dOD57+az+PLLkKHOn9+TehUfoGKbnLyM68H+rspvGoqeE6/hgSndWZJXz+qbGYnfJYTqeGZvCuzvyWZZZwd/HpbDpRBXTusfy/PhOWBweAtRyYgLVaBQSHh7anlv7xCMBwnUqpNKW53AGKKy3oVXKueGL3X7j7KvMTu767jCb7x1EUgh4PF5KjHZCdEpevLIzH+4qILvSjM3l4c9LMkkJ13Ntlyj6JwTz3o58CupsjE0NZ2LnSCpMdpYeq8CgkvPk6GRCNEqQwDOrsnh9YlfUil83fU1ckJq1dw9gwse7m1Lb7x3Ujr+vzsHngwcXHeWz6T34IauC+QdLsTo9TEyL4L7BSWRVmNEqZCSeU5dAr2os9Pfe9d2wuT24PV5iA9Q8viKL49UWwnRKHhvRgZl94gjWKrG7POctNBikUSA/z70/o8HuYlFGGWUNjvNu5wOWzeqH1elGp5RTb3MyITWcxZkVLMss5z/XdkWtkHJ7v3iu+3Rv08uDGquTR5cd43BpHKnhOl7bdLLpmFPm7mNa9xjemtS11RoKVRYn63JbrnIOsC63mr+O+P0ET4JwRkpAONuvup+Hdy9le+UpFFIZU9t157le44nXBV3s02tSYTfxbf5hjE4717fryvT2vbh23SdNAS9Auc3EHdu+YcnoO1hTmkuJxUinwHCyjc2nq5MgYUhkEnUOG5V2M1srTvkF++f6f/b+OkCq+3zfx69xX3d3FxZ3dw0SSCBB4u5JmzTeNI007gKEQEKQAIEQ3N1ZWFhj3V1nx2d+fww7MOwubd+ffn9N27n+22NzzpnZmXO/Xs9z329m7ua13hOZumtpt+sB1hadJ1LjxfwDP2CwmBEgYEZYMm/2ncyqgjM97reh5CLjg+O7CP5oN2+ajDrC1Z5MCkng1n3f03G1NcFXruabIbciFAgIUGi4LbIX+a31JHn6s64ok/viBxKp8aZG3+4Q+3/rNw2zzcpbF/ZSpm0mUu2FRixjzeiFDNv6KY3GDgIVbhitFur07bzRexJ/6zeNP5zeynOpo3ij9yQK2hr4ccQCnjm1hXNXBzDUYhkvpI/BU6ogSuPNUykjkAnFnG0oRyoU8dWQOdx9eI1jUAZgR2Uud0b34d3+0/CVu0S/i38tLsHvwoWL/xmkIiFCAQ4Tuu1Xo8i23tOfK3UdVLcbGBBmN0araNER7ql0mJitPldBnxB3DGYrSQEa1i/qy9bsGurajdzVPwyRQMDPi/rw4M8XKWjoAEAjE/OXyQlcrm6j8Ooy+3JRjzOyYD+/UVFe/LKkH54KCUtPlrLnSgM17UbenZZEaqAbgz8+7OTenlenZfzXxzj75Aju7BNCbp2W2jYDb+3Nd7ijP/9bDj/d2YdHNlykscPIpiX9mbr0BHPSAvnzpARKmnRIREL81dKbin2wxwauv1DVramezQbv7rvC13PS+fpEKR8eLKRJZyLeV81zo6I5X9nKJ4ftLvjfnijlb9OS6BXszmezUjFZrWgNFn44V8GTV6sxhAK4Z0A4M1MDUEpEvD4xEQ/F//3ny2oDi9XGe9OSEAoENHUYGRrpxcAwT3yUUs5WtHDL8lNMSfTjvelJSEVCfJQS7l9/gfx6LdOT/flqThr+GjkGs4UWnRmZWIi7QuLwUrglNZCBEZ50GC2OwaTGDhMCgX0w5bGhkWy82H3bwFPDo27qfdBJZauee9ddYOOSfj1uk+Cnpq7d4CTk7Q7+fbhvQBjBbnLc5GKeHhHF6zvzuv1crjxTzua7+iMROZsorsms5MkRUT0KfqFAQEaIGwv7huCllCISCihq0PLJkSKKG3V4KSXIxL+f0mgXLjqRisT08Qll05jFtJgMCAUCfGUqlL+zsuuiNru3i69cRZNBz6Gas05ivxOrzcbKgtPMiUjDYrPxSsYE7jzwY5dtH00ayv6qAvr5hlKubeFSc/ffUWCP5VOKpd16AXTSaOggv7XO4ZZvw8am0izq9VoWxvTlaG1Jt/tZbNYuhqgATyQNo6C1nkClO4/ekExQp2/n1n3fs3nsXUze+S1TQhP5eOBM3CVyHkoYQqDS3sIXovJgmH8U44JiqdK18l7WAccxitobWXL4J17tNYF5kb34LOcIAgEEXm3pePHsNs5Mf5L+PqFsKr3IuKA44t39+Gvmbm6NSOfdflMxWCxozUZ2VeSS21KLWCjk0eMbaTR0sGH0Ym6PzODHgrNOYr+TlQVneChxiEvwu/iX4xL8Lly4+J/BRyVjWpI/v1yqcSy7VN2GxQo/na/AaLHy6eEimnQm/DUyls/rxf3rLzjK1b89UcobE+PZe6Wex64r2d5wsYoQdzkbF/djz/2DaDGYMZqt+KilKMRCR3+3Sirii9lpiIQCpif7s7abJACBABb3C6GoSce+Kw1IRALGxvriq5Lx6s5cfr5QxdHiJiex34nJYuP9AwX0Dnbn0U1dS8oBlp4o5faMYD45XERli57Hh0UR7a1i9BfHKGnSIRUJubNPMC+Pjyf0JiXzApuAyzU9m99lVbdzorSJV3bkOpbl1rVz99pMPpmZwoAwD06UNlPU2IH+ata8WCRELBJS2KDjqc2XHPfjm7npHCpsZOrSkw5B2ivIjbUL+xDj888/GFW26Bn/9XGadCZmpgZw/8BwVp+rwGqzMa9XEK9PjOcPW7PZfKmGzVc/K1/PSaNJZwJg86UaXhyjo1ln5uPDhey70oCfWsYfR8fQN8TdIdbtJfQFfHeqHJ3JQqiHgj+MimZ4lDeJfhoeHRLBJ0eKnc5tRrI/Y27im3A9my/VYLbaOFTYwILewfxw1rk8ViQU8O60JJ7cfMlJyJe36Jn07QmOPTqUbbk1rDxTzje3ppFV3f1nBuBcRQuxPiqnaD2AdZmV9A/rPntcJIBxsb48uinL0dKSHKDhg+kpvLknn0eGRKKWuR5DXPx+8ZKr8JL/fqMjfWT2c2s16QlRubO2+HyP215qqmFJbD/KtM1sLr3ErokP8Nnlw5xpKCdE5c4zKSOJd/cjr7WOGbuXMykkgVg3X/ZWXen2eLFuPsiEYsYGxTr1wV/P8IBo/nTmty7LD9cW8UafSYgEwi6GegALonrzU9G1a5EKRbySMYERAVGYbTbuOrym29czWS38WnaZPj4hrLhymu0VuewYfy/rijLp7RNCtMabUJUH3w27jXqDliG/ftLtcd6+uJeDkx/mnviBnKorpVTbTLKnP81GHQerC3m99wQuNlUTqHTDXSLnkaRhzN+/iq+HzGHJ4TU9xgHuqcpnTmQ68/Z378quFEvZXZlHf9+wbte76Ir17xjl/jfwr7hG1y+tCxcu/mdwk4t5cWwcl2raHTP3z4yI4qnNl7r0a9e0GXjyl0s8MyKKx6/ONFe16YnyVnHryq6liOUtet7ed4Vl89K7xNCtuD2DXy/X4KmQ8P7BQjIrW9m4uB+78+tp7DA5bfv9bRksPVnGtyeuRQm9u7+A2WmBfHRLCqVNum5N9zo5VtLEgPDuBRhAUWMHo6K9Abu3gEgE96691l5gtFhZerKM85WtbLm7PwGarkkGAJ5KCXE+Kg4XdZ8eEOOjZH9B9+ve3JPPG5MSOFHaTEqABo3c+adoT36dIy1gRnIAFypb+e5UmdM25ytbmfD1CQ4+PJhg93+ul7+kqYMmnYnhUd7MTAlkytWBhN7B7viopBQ1drB0bjqzV5ymokWPTCzETyOjXmufyQpyk9NqNDPii2Porg5W5NS2c7CwgadGRPHi2FhMFhtLfjrv9F6VNet4ZGMW709PZk5aAC+Pj2fJgDDWZVZiNFuZkxZEpLfyH3atb7k6AHG2vIW/TUticIQXnx8tpqpVz4AwD14dH8+nR4qc0iY6adWbOVHaxLtTkihv0SMWCbtEMl6PRibC2E01h+g687LKFj2tBjMykQA/tYyyZj0zvzvlFOt4qbqNO348y/Z7B+ImEyG/YYZfb7IgFAgclRIuXLjomRCVByEqd3ZV5vFC2liiNN7d9sUDRGm8GBYQxbx9KylubyRE6cacyHQWxPQhQuXJzoo8QtWePHxsAxable3lOfwy9i6W5p3otmrg/oRBPHliE2/2ncK+qitdHPP7eodgsVmo0nWdyQZ7/GG6ZyBnG53PN9UzgKH+kaglMp5MHo5GIsNgMeMlUyIXSdlXfYW8btoROrnSWk+I0t3xGiuunCGrqYonT/5Ckrs/Oybcx6HqQmRicbfXBaCzmGgzGZi+e5kjsg8gzTOQb4fORSQQ0WoyMHffSpoMHYwJimXjmMVYbVbMNxFnQoGAGDdvrDe8rkIk4c+9JxKh8eJKSz0bSy7SyyuYYKWby8G/B6RSKUKhkMrKSnx9fZFKpQi6qQr5/xqbzYbBYEAoFP7LX99ms2E0Gqmrq0MoFCKV/t8rjFyfIhcuXPxP8e2JEl4eF4fJYuV8ZSu9gt27iP1OcuvanXq156QFcbS4sUdRtDGrmnemJqGWOfdnB7rJuXdgOOszKzl+1VTviV+y+HFBHzZfqmZ3fh1ucjHPjIxGLhY5if1Ofr5QxZgYHwTYS7Jv0L8OwjzkqG/S257kr6a4SUevIDcUEiHrMyt5c1ICHgoJl2vaWHmmnJarKQSFDR03EfxSHhkayfLTZd3ej2dHxrDgx7Pd7lvVakAtFSMWCnhocEQXgdusuzYIMq9XEPeuy+z2OEWNHRQ0dPzTgr/lqs/Ck8OjuHP1WfzVMj6ZmUJObTt78uvRyMSUNOn47Z4BZHxwgPenJ/PF0WLH/vcPCueF33IcYv963j9QaDe6M1p6HJh5Z98VBoR5MCjCC2+VlF5B7v/U+XcyOdGfH85V8NCQSPp9dIg4XzULMoLxUkq5XNOG3mxl5ZnuH/7Bbuq44nQ5BwoaeGNiPGNjfdmV1/VBWiiAwRFeaI0WXtqe67Tu1rRAmnVG9uTX89Tmy5Q16xALBWy/dwAfHyqiu84VrdHCjtxa7h4QxpHiJsQCkEtF/HSugmadifHxfiT6qQnQyP6h1gYX//1YzSZsxg4EUiVC8e8nEu/fTbDKna3j7mH8jq9ZXXiOBxMGs764e3+YJ1NG8ODR9RS3NzLcP4r7EwazvjiT/NZ6MryD6e8TRotBR5m2GbA79n9y+TDLh93GUyc3O1zx1WIZr2SM52B1ITsr83i8Yzg7J9zPexf3s7MyD41ExoLoPiyJ7cfQrZ/2eO6Sq7P2x+qK2Vx6CZFAyJyING4JT+HT7MNozUaaDTpGB8aQ39bAzPBUirWNnG+sJN7dj9oeXPpj3XzJa6l1/L2rMpdZ4WnsqszDTSqn1WTgT2e38emgmTe9t60mvZPYB7jQVMV7WQfo6xPKq+d2OJavL77AlrLL7Jv4ILdH9mJVYfe/fUP8IlldcI7pYcmsLbL/rokEQlaNmM8Hlw5yuKbIsa1cJOaXsXcx3D/KJfq7QSgUEhkZSVVVFZWV3adO/P8Dm82GyWRCIpH8fzbgoFQqCQsLQ/j/kA7i+gS5cOHif4rUQDcWrj5HgEZGrK+KUTHeN92+M7teKIBHh0Tw6+WaHre1WG00dBgpauwgyltJsJsc8VWH9A6jxUnI59S2M2XpCSYn+LGwTygysZAEXzV/2Jrd4/FXnS1ndIwP83uHsLGH2LhnR8YgEtKl3xrs5fF3Dwjj08NFvDUlEYlIyIR4f5aeLCVALePx4ZHcOzAcs8VKcVMHBfVaBkd49Xg+cb4q1t7Zh7vWZDrMCuViIe9PT0YjFTi5s6ukIuZnBDM82huL1Ua4p4K9DwwixkeJRCTEZLHQZrCgkAgZF+fLqzvzAHtZevtNotuya9oYHnXz99Bms6E1mpGKREjFQmJ9VKiv+igYzFa+vTOdB3++QMl1SQq/XKrm/oHhnH58GG/tLWBHbh3pQW4MifBiWKSXU6vCjRwsbMD7JrF11W0G2o3O12S12v6ub8KNhHsqeHV8HH/elYfJYuNSdRsvbLtWWpvorybEXU75DWkQQgFMTw7gjt4h1LQbWJARzJrzFTw7KobzlS1dXPX/MimBDw4WkhrgxugYH/ZesRvxzc8IRikVsb+ggVu/v1b1IhYK0MgknK1ooSeOFjfR0GHETy3DbLHxlz3XTC2XniyjX6gH709PBoG9FcfF/yZWkx5TXRGNez/HUHIeWUgKnmMfQeIThUj2f0vp+G8jxTOQE9Me50x9OSKBgO+G3c7Dx3529NYrxVLe6D2R1QVnOdtQQbpXEI8lDWPob586Ss83lFxEIZKwbfy9JLj7kXNVMG+vyKHeoOX74bcjQECrSY8A+DbvBDsq7N+B72btY0FUb4LVHnw5eA46i4kNxRdYmneCEQFRbCm73OWcY9x8qNW388DR9Qz3j2JeZC8mBCfw1MlfiHHzYVXBWZYNnYdcJOGbvONEqr1IcPdlTdF5Vl45zfv9p3OoprDLcaVCEZNDEvg854hjmUosxWAxk+IZwLOpI7ncXENFRwsN+g6Cle5UdHT9nopz86Wkvanb+72++AK3RqZ3WW6wmHnhzG98PHAmv5Rdos3kPFgwKTiBNM9ALDYrM8JT2FOZT4Ohg1vCUthZkeck9gH0FjPTdy/j0sxnidTc/DfufxWpVEpYWBhmsxmL5d8T8WqxWMjJySEmJgaR6P9mJHwzRCIRYrH4/3kwwSX4Xbhw8T/FuDhffFRSqtsMVLcZeHZkTLfRfGAXLiEeCmJ9VHwxO40YHxUTE/x5cXv3Yq93sDsWq43SZh2fHi7iwcERDI/yQtpDnrrFas9j33K5hjhfFZMTfZ1mt2+kSWciyV+Dt0rCe9OT+MOv2Y7zFgrg9YkJKCQiXt2Zy/e3ZzjF5fmppXw6M5UoLyVDI705UdJEYWMHK06Xc1f/UEZGewMCfr1cw47cOpRSEQ8MCqemzdBj9JpSKmZ6cgAXnvGgskWPxWYjxF2Bn0pCSX0LKqkIrdFCaqCGd6cm8/XxEu5Zm4lUJGRhnxDuGhDGjpw6egW7c7ykkS+PlxDuqeTV8XGMiPLiQGEjVhsopSJHHOGNeCokNLQb8O5hJri4sYNNWdVsvlSNv0bG48OiiPBUcFf/MKw2G7NSA1mbWekk9jv56ngJd/QJ5kRZE+sW9qWwQcu2nFpM1oAe3yP7eyHA+yYu/CKhAPerbQzlzTpOlDaxNrMSf7WMu/qHEeGpwOPv5Ny3G8yOQYhzPQjrpSdLeX5MLA9vuBZ5KBUJ+X5+BgcLGpi78jSJfho8lRKmJweQVd3Gb3cPYHd+HUeKm/BXy5iW7M+vl2tYc76SXco6ls1NRyIUcN+gcORiITVtej6/wYdgVIwPhQ1aQj0U1LYbmZbsT5iHgrJmHVsu12AwW4nyVhLjrWJwhBeTvz3R5dxPlTWz+VI1ixQhLsH/P4rNaqUj7zCl702Cq8K0I+8wTfu+JvSJzahTJyBwzXwC9rjABr2WeftXkuTmz9pRC9FZTAiAaI0P64rPszz/FJ5SBe/3n87t+1d16TPXWUwsPLiaN3pPZOGh1Y7lp+vLmLZrKRvHLOGtzD1OJfhCgYA5EemIBAKS3P14/sxWKjtaUYgkRLv58GbfKTQbdRy6TszGuPnwycCZ3HtkLQAHawpxk8qx2GwcrS3mudRRaM1GQtUevHfxAGOCYvGVqVCIpWgkcqp1bRyqKeKdflP58/ldDmEdqHDjvf7TeC/rANbrys5ui8rgq5xj/CFtNA8f28AHA2agEEn4W9Z+Ph00kzsPrHaayfeQKvh26FwWHrx2D67HYrM6Hf969lcXUNzeyPrRi9hUcpFt5bm4S+XcEd0Hb5mSPps/4LNBsyhorWftqIVsKLnImMBY7jj4Y7fHM1jMHK4pcgn+myAQCJBIJEgk/57Kn86BBrlc/v+J4P9X4fqmdOHCxf8UYR4Ktt87gIc3XOREaTObsqq4Z0AYXx7r6hZ8V/8wvBRiDjw0mAA3e2l7qIecW1L82ZTlPNMvEgp4ZXwcc1eeoVVv5q7+oTTpTJQ264nxUdHYYeTBwRFIRAKya9udXPsBPpqRwqmyFoZHeXOitLnbc58U7wc2K1KRkH4hHpx8fBg5te20G8wEucvZm1+PxWZjd3491W0GXh4Xi6dSis0GWqOZvx0o4JmR0byxO4+fF/XjlZ15hHkqGBfri0Yu5rFNWU7ntT2nllvTAvlkZip+PYh+iUhIuKeScM9rrQ8WiwVLSz2blvTjluWneHdqMnNXnqZVb3/ANJitfHa0mK05NfxtWjKp7+3nLxMT6BXkzrcnStl6uYaDDw/ht+watmXXsKRfKJ/dICoBwjwV6M1W6jqM3Qr+vLp2hn12xGnGes35Sl6bEMczI6Jo1puZbPbnoZtEJK7LrGLnvQOZuvQk+Vd9H4ZEeDE00qtH/4KhkV4oJCLUMlG31QlTE/3x18goaepg3FfHHX4SAJ8eKeavkxO4f1AEHoqeH2CqWvXctz6TtXf27dJ7LxEJGB/nS4BGzqBwD1bf0Zt9V+o5UNDI7RlB/HCmnFExPrw9JYl9V+qRiISEeCiQi4Vsz6mh1WDBWymhTmtg3sozGK5WuTR2mAhyk/PutCT2FzSwMctuOnlLcgAPDo5gR24tHUYrUrGQoyVN/GlsDCBg/YUqjpc0Eeer4udFffnmeCl39w/js6NFnK9s5dNZqZQ16/jTthwnc8GVZ8oZGe1NUoBbj/fBxX8v5uZKKr66wyH2HdisVH69kKg/n0fiHfrvObnfIcFKd9I8A9lQcpHN5ZeQCO3iw0emZO+kh7gnbiBFbY3IRKIey+FLtU1EuXkjFgid+tvNNisFbfW8mjEBkVDIjopcvGRK+vqE8G3uCTaVZjHAN4z3+k8n0d0fiVCIXCRBKBDwfNoYnrFaqdS1EKn2wlum4g+nt1KubcFbpuTuuAGkegay5NBPxLj5UK5tIUzlSVFbI4XtDbwSOJ6qjhbKtc2keAYgEYr4Iuco44Li+HbIXIQCAT5yFe0mAy+e3U5m47Xy7nFBcfjLNeS01OJ+dbBgU0kW86MyWJp/kjfO7+aHEQu43FJDYWs9Ce7+jA6KoVbXRnF799/v/goN7aauUagaiYwpIYmEqjzYWZFLiNKDBxMG02E2suLKKbKa7FV5Dx77mYOTHmbOvhWkeQbiE6lyRAt2R62ujVpdG5UdrRS0NRCkcCNM7Umw6v/WCubifxOX4HfhwsX/FDKJiOQADT/e0YcGrRGbzZ7I66eW8umRYho7THgpJTw4KIIQDzknSpu5s++1h0pftYzPZ6UxLq6av+0voF5rZEiEJw8PjeTzI8UON/L3DxQyLs6XF8bEIBZCk87M+coWfNVSJiXYY9ee+uUSla16xsf50mows/in82y9ZwDLT5U5DOI6cZeLWdQvFJPFyrO/XmbfFXt/eKKfmkeGRnCwsIH3DxYyItobP7WUrOo27l3nLGT9NTLaDGaivVWcvzorfHf/MI6XNmG22roMQgCsu1DF/YMi6CUU4KX6xw1jDDotQ2KiufzcSP6yO98h9q+nuFHHlXotaYFuvLAth1/u6sfKM+XozVaGfHqYww8PwUspxWqz0aY3s+psuaMnPMlfzXvTk7l//QU2L+nf5ditejPP/Xq5S3k6wCs78piVGoinXEyIu7zbaEEAhUREv1B3mnUm/jI5AbFQyC9ZVSw9WcK3c3tx+6qzjlaGTv44OgZflRQPhYRf7xrA5KUnnKoTkvzVvDUlEV+VlGe2XHYS+508/1sO05ICbir49+TXY7PB8ZJGxsT4sDvfXmZ/S0oA9wwI49fLNQyO8KSsWc/Gi1W0Gy08PyaG/mEeRPuoWHGqzLEPwOdHi1nSL5Qnh0dx3/oLDq+J6xEJ7WZ6d689z6ky++dHLRNxZ59QGjtMVLYaEAsFzIwPIMlfQ2mzjrnfn3aI+GMlTaw8U86aO/tgs9mYmRKI1QZmqxWt0cw7UxJ5esu18t9WgxnRP9nm4OK/B3NLNZaW7luoLNpGTM2VLsF/Hb4KNZ8MmsX0sGTeyzpAo6GDsUGx/CFtNFEaL8q0LUze9S2rRy646XGaDDq2jrub0vZmApQagq4a4DUYtHx++SjTw5M5U19Gu9no1Md+oq6U2/evInPG08S7+1Hc3kS1ro2Xzm7nfGMlbhIZ7WYjD8QP5MMBMyhsa6DR0MGqgjO8c3EfAQoNHw+4hQeO/swL6WMQIGDV8Pm8dnYHa0susHnsXWjEMr4cPIf7j6xjV2UeuyrtrV+9PIP4adSdvNd/GivyT2O2WZkckogNGzqLkZfTx2O1WXkkcSijAqOJ0fhQ2N7AvqoCZuxZRrJHADFuPsyOCOD+I+uZF9WLQX7hHOsmNvC1jAkszXOuSnoudRT9fELZVJrFC2d+45awFNK9gjhYXcTqwnPktV7zRjFYzNQbtAzyC2dtUSbjg+OJ1nhT0NbV80UlljI1LJnvr5zGS6ak1WTgvaz9VHW0sW38PSR4+P/jHxAX/9O4BL8LFy7+55CJRUR6KYn0UnKlXkvcW3sZG+vD+9OTHeXjq86U85c99lnqGwlwk/PAoHBuSQmg3WDmx3MVLPzxnCO2rZNdeXW8PSWRPfkN3L8+0yFWvztVTpingh8WZHCipJlRMd7cc9WY7olNWaycn8HXx0rYfLkGm83GlER/3p6SiMFsZc73pyluvFZ+nl3bzsMbsvh8VirpQW6cKG1mVIwPa853NbF5Ylgky0+WYbJYkUvs3gKxPipa9FJHz3x3LD1ZSv9Qd27LCMa/BxO/7pCIhIiFQrbl9OyovCe/ngFhnmRWtvLrpRrGxfny6+UaTBYb5ypaMZgtzEgJwEspYfNd/dEaLcjEQooaOrh7TSYWmw2vbsrna9r0PfotRHkr0RotfHWsiMeHRTMj2Z91F5wjEtUyET8u6MPSE53vg33mfGGfUN6aksRL23NYu7APu/PqOFzUiJ9axu0ZwaQHuTmM5gZHeHLh6RGcLG2iuFFH3zAPor2URHqrKGvWdUkeuJ4NF6tICtD0uL5Fb/+sLTtZxg8LenO+spUkfw3TkvyZvuwkf56YwG/Ztfx03efgt+xaZiT7MynBz0nsd7L8VBnzewdT19519grgyWGRnChtdoh9gG/n9uK9/QWcKmt2LNuUVc2M5ACmJPk5zdgDWG3wwPqLfDE7lblX0y7c5WL+PDGBJH+7UV91m/31x8T44PtPDDK5+O/C1kO02bX1Pbc//a8SoNBwZ0xfJgYnYLJa8ZDJUYrt/0NNxg70V++ZTCTuNjpOLZYhF4kxWi3srsrnXEMF4WpP7orrT2ZjJRk+waR5BXKsrqTbsvYQlTueMiW5LXUM3foJd0T3IUChwWKz0mS0/25leIdw276VPJ8+hgCFhnFBcdwZ0xelSMw3ecf5a5/JZHgHY8NGZmMlc6J6MTE0ka1ll5kTkc66okw2jV1CZkMl7WYj6V6BaM0mBv36MQKBgGeSRzIlNJEpu7+lXGv/rnqn71Ti3P1Yln+Kz3OOIBOK+XjgTF7PmMTp+jLcpDL6+4RxsamKOn07L53dzpqRd7KpJItVhWcwWMwEKd14OmUk7hI544LiOVJbDMCjSUMxWMzcuu97x33YVp5DqMqDFcNuRyUZjtVm5fETmxz3LLOxknvjBvJL6SW+yTvOH9JGc9+RdV3u5xeDZlPZ0cqB6kIO1RTiI1OxOLYfEWovbtm9nL2THiTINdPv4h/AJfhduHDxu0LpE8iVhg5EQiE+Kgkeiv9vH/h9lBJGx3izO7++iwiSiYWkBnZfTlzTZuBiVSsCgYDXbiKWzVYbD/58oYtbeWmTjvcPFDAk0ouc60r88+u1zFlxmjv6hPDDgt4IgMYOIxGeCrbn1jmJ/et5d38BT4+IQioScmefYFr1Jrbn2uPtPBQSXh4XR7C7zFGGnuSvQSiAeq0Rd4UYcw+z3PZrsHK8tBmVTMw9A8J73K47REIBGlnPfW0amdjhdl/bbsRXJWFxv1DSA92I81VxuKiBdqOFUTE+1GuNeCml/HC2nDXnK/FTS9m4uC82m73EPUAjQyAQUNrUQV69tluHeIAPZiQzY/kpatoM3JoWzIvj4tiZV0fLdVUIL4yO5d19Vzh0Xdm+yWJj6clSbNhIC3RjyrcneHlcHPcPCudMeTOSq7PRuXXtBKiluCukRHmriPLumuNts9nQm3uOb+oU9D0xNtaX58mhSWfi8U1ZrLmzD0qJiHFfH8NNLiHKW8mftnXNxu4T4sHnR7vOWnXyxdFiVt/Rm/Ffn3Dyk+gb4s7dA8JY9NN5x7J+oR7k1bY7if1OfrlUzfRkf4Ld5VTcYBrY0GF0mrlv0Zt5bFMWW+7qz9z0QD4+XIxcLOTJ4VEEuf3jA0wu/rsQKt0RKj2wdjR3XSdXI1D8860eNpuNorZGyrTN1OrbidZ44yVTEqrycIqY/E/HV6Huskx1VfivvHKGZ1JG8pfM3V22ebHXWKw2G9N3L8NytaQ/r7WOXZV5vJYxgQuNVYiFQj4dOJOHjm1w2leAgM8GzkYjkXL34TU0GXXsqszj44Ez2Vp+zYxWLZFxuaWGOw/+iL9Cwx9TR5HuGUSlroWpoUnEuPtwpqGce4+sdUT9BSndWDZ0HkqRhLzWOqbuWsrqkXewv7KAR45tpN5wrVLqhbO/cbaxnCeThvP0qS0AxLr7MGHH146IQJ3FxL1H1qISS/llzF1cbKri+TO/UaZt5smUEQQoNMiFIp5LHcn44DgEAgHNRh1L805Q0t7Ed8NuY8PoxWwty2Z6aDLjdnzV5V6WaZv5Ju84UqEIncXEC2ljeSNzFwBJHv68mbmbtSMX8s7FvZxvrOTzQbP564U9lGmbEQuE3B03gEiNF6O2feFor2gzGXjl3A4mBMdzV/wAyjtaXILfxT+ES/C7cOHid4HOZOFUaTMPbsglu8beXzg6xodPZqZgslg5WdaMUCBgQJgHHgrJPx3F1hMeSimfz05j5OdHHTOLYBeqa+7oQ5Bb197wqlY9i1afY3d+PT8v6otQQLfiMtJLycWq1m4NAQG2ZteyuF8YbnIxSf4ah3Cyzz6X8NVVX4H3piWhM1s42Y2w6qSosQN/jQy1TMyAjw9zz4Aw7hsYgc1mI9FfQ7S3klaDmaxnR3KqrBk3mYjPZqWy7GQZz42KZlqyf48zzhMT/HhpWy7nKloYEeVNrG/Xh8me8FPLeGxoFA/00Cc/KzWAxzddAmBmagChHgq+Pl7C3w4U4K2U8ujQSI6XNHH/+gtYrDYkIgHPjozh50V98FHJeHFbLkdLmvDXyHh6RBQzUwJ5evNlEv3VXfrsI7wUPDIkErFAwMAwT37NruH+ny/w88I+7HlgEN+cKGV7Ti0eCjHDo72dHO+vZ+WZcn66ow8rTpeTHuRGiLuCWB81b+7JY1tOHVKRkAW9g/nT2FgivZTduutqZGLGxPqwp5uZdoAZKTc3BgzzVDA5wY/fcmrJr9fywcECHhgUQbvBwqxUvx6rGxQS0U0HE5p1Znbl1rLngUGcr2ihps3AkEgv3OVidufVO83YT0vyZ01mz3FI6y9UMTnBj2+6iZns7j/i40OFLOoXwsQEP14eF0u4pxJ/l+D/n0UoU+E35y9Uf/9wl3W+s16nxQZ6QwdeMmU3e3fFarNyvqGSqbuXUqNrcyy/JSyFv/adTLTG5z9O9LebDNTq2tFbTGgkcoKUbj1eg49MxWC/CDaUXOQFDz9WDLudDy8fJL+lngQPPx5JHEKYypNnTm1GKZZ0cZn/S+Zu1o1axMJDP3Jg0sP8MGIB72cdoFTbTG/vYF7LmEizUUuzUc+uyjz85Go+GDCDS03VPJE8nA8vHQTgSksdvbyCON9YSYBCQ6TGm3E7vqTBcK2lbFRgDD+MWMBt+1dhslqo7GhlwYEf2DB6MS+mj+Wuw2sIU3nwVd6xbq91Q8lF/pA6GoA0z0ByWuocYv96tGYjH1w6wOLYfvx6NU3gseMbAdg36UHyWuuZt3+l0z4eUgUVHa08enwjjyYOYU9lfpfjdrK++ALfD7+d2/evYtOYJchEYkb4R5HVVM2+6gI6LCa+GTyXgrZ6wtSebB57FyarFavNiodUwZ0Hf3TyUuhkR0Uu98YPpKEHLwYXLm7EJfhduHDxuyC3tp0xXx1zEhSTEvxYdrKU9w5ci98RCuClcXEs7BtCpFfXmdNOWvUm9GYrbjIx8pvk0gPE+ao5/tgwDhc1sCuvjlhfNXPSAgn1UCDrxmF/35Vr1QD7CxqYlODH1uzaLtt5yMW0G3suS7XaINRDwU/nynl0aCQLV5/rso1aJqJPiAdao5WAHozzwD6LH+Otokln4uVxcXx+tBiL1Uagm5zzla08PCQCX7UML6WUaC8l9R1GQj2UDAjzpK7dwH0Dwvgtu4baG3reh0Z6YbbYqGzV46GQoDNZKGvqQCYW4a4Qd3t/bmRqsj9jMn3Yc8VZ3C7sG0Jxo46GDiNpgRpifVSM+fKYY+a7okXPvesymZkSwMvj4nhlRy4mi4039+Tzy5J+3PHjWcqa7bPHpU06Ht90iQMFDfQKcuezo8V8Ozed0ytOY7RYeX96MgqJiJVnylnWYWRYlDfHHxtKWZOO57flMjnBlyeHRfH40EikYgEnS3uOlDNZbFhsNoZEeNInxIN39xfwyeFrLtRGi5Xlp8qo0xr5aEYykd3M8HsqpfxtWhIDPz7sMMXrZES0F7E+PX+2we4l8e3cdNacr+S9AwVcqdc6ykUlIkGXY3ZyqqyZ0TE+LO9hcGdMrA8bLlYR6K7ko0OFzEgJQGsws2TNeTKC3LglJYAz5S1/93UA9GYLElFX8aGRibuU+gPk1GnpH+bFyGhfgtxdQv9/HZvSE4tQTMhjG2g+8C2Gqhyk/rF4jrgHXV0RvzVUMtE7HP5OiIPWZKBG305mYyUN+g6+GXIry/NPsrEkC4BNpVmEqz15JnUUQcr/HIPI0vYm/nD6V34uvojFZsVHpuL13hOZE5GGt7zr94e3XMWK4bczaec3vJm5h2iNN58MnIVSLKGgtZ5Edz8EAgF3xvTFW6ZELBDy1oW9XGiytzsZrRYaDPbvmXazgZzmWuZF9iLdKwi5WMK+qny85SpCVJ48nTyCCI0XT53YTHZLDffHD+LXcXdzvqGSiSEJJHsGMmPPMl5MH8viQz/RbHSuXNtXdYVItRdzItJYXWj/XWwwdFBv0JLTUsuakXfQaOi+2g1wnKNEKCLNK5CLjZU8lTKCwX4RWG02itsb+TLnGIVtDRytLWZ6WLLT/gtj+nKyroxxwXG4SeS0mw309wlDLZFysakaD6n9++l4XSkpnj0PzpqtVoTYB3xP1JXydt8p+MnVLDm8hskhiTyVMgKD1YRcLOHVczvYWp6N1Wajl1cQ7w+YgU8372Mnx2tLuC9+YI/rXbi4Hpfgd+HCxb+dVr2Zl3c4O3SHeigI81Tw7K/OGb5WG7y2M4+MYHc0UrGjX7qTBq2RzMpW3tqXT0WLnuFR3jwxLIooLyUScc+zN2GeCuZ7hjC/d8hNz7VRa+Tj68Tdd6fKWHNnny7O+2KhgGdGRhPu1fPsU6yPilNlzbx/sIhHh0by1ew0ntt62VFaHuOj4m/Tknjm10uoZWI+mpGCQiJylMBfz8ODI1hxpowPDxbx9pREvpydxpZL1cR4K1FKxRQ2dqAzWRAL7S0I358px2ixMi3Rjw9vSUEjE3Pw4SEsO1nKxovVKKUiFvUNxU8tdZj/fTozhSv1Wj46XERtm5ExsT48NiySKC8l4huEnVp9rQogyE3OyvkZ5Na188PZCuRiIePjfTld1sIrO3OYkezPm5MTuW/dhW7L3DdmVXNn31Cna3973xUW9A7hrb1XnLbdcLGahX1DadaZ+OuefDYt6U+91sDWyzWsvq6f/XJNO6vPVfDTHX0YHO6JWChi4U/nKG3S0TfEg+fHxPT4vgkEEO6hYOm8XjR0GIn3VRHlrexieljRokdrslDc2IFcLMRfI6OyVU9ThwmJSEiQm5xTTwzj5e257M6vo1eQO3f1D2V8nN8/5JUQ4CbnsWGRzO0VhMVqQ2u0v79Hi5t4eVws62/wJbDfyyr2PziY9RequhgOhrjLSfLX8KdtObyxO49PZqbSoDUgl4r4ZGYqWVWtjIz2ZuWZcvLqtBwqamRygp/T/8P1zEsP5rOjXde9MTHeUb1yPXE+SnxVUtxvYlbYE1aLEaxmhJJ/bLbXxe8fqVxNU+wQpAe+ReYbjTJ+OKbGClozt2Ke8Axb804xW3Lzlq9GQwfL807y/JnfHCXqEqGI13tPxF+u4ctc+wzxsvyTLI7t97sX/FZDEyG+ClqM7czZu4IzDeWOdfUGLQ8d+xmxUMiS2H4IBV1/76I03uyb9CAFrQ1kN9cgEgqIVHvhKVPw3Mkt7Ki81p7mJVOydOhc/nx+F2cb7FF8wqvVSnKhGAQQofZELBRy/5F15LTUOrb5oP8M+niHkH3VdPGr3GN8k3ec8UFxTApJ4EJTJT+OuIMWk76L2O/kx8KzrBh2u0PwA5S0N/FQwmCaDLpuZ747ESBAJZYiEghQiKQsjOnDq+d28kHWQWzYSPEM4K99JvPdlVMUtDYQ7ebN+KA4NBI5s8JTsALH6kpwE8tYMew2JCIRh6qLaDJ2MD+qN0IErBw+n3sOr+WhhMF8ln2k2/MYHRjDqXr74KqnTEG6ZxANxg6OT32MWl07zQYdHlI59xxeS0XHtUHm842VjNv+FRvHLOZ4bYnD/+B63KXyf7i6xYULl+B34cLFv502g4mjxc6u4Lf1CuLTI90LCbCXVacEaJwEf6vexKdHipx66rNr2vnuVBn7HhxEuKcSsVCAbw+Z7f8IerMFvenag0bb1dnP96YloTNZOF/ZSqSXkgQ/NR8fKmJCgi/TkvzZ0k2J9Yvj4nhrr70c8JPDRVx+diRf35qOQABioZCqVr2Tk7tUJGDtnX2448ezTv3m05L8SQrQcMePZ7klJcDRaz421ocHfr7ocPwP0Mj4+tY0FvYNwU8t4539V9h8uZZd+Qe48PRwLFYbaomIu/qHYrHas97j/dSoZSIeGhzOsZImp3i83Lp2vjtdxuGHh9Ar2J3mDiMVrXq2XKqh3WBmhqKVCC8lvmoZAW5yFBIRsT4qrNho6jAhEghYc2dfjpc00aQzcaS4+xgksLvRpwRca3soauxgbnpQt9terGol1kfF0eImbl91mnUL+zmJ/U5a9WY+PVzE4n6hDgM5gF+za5iU6Ee8r5rcuq4lk9OS/Mmv1/Lu/gIuVLUS463iwxkpvLw9h/OV9rLRt6ckIhYKmL7sJMWNOp4aHkX/MA+e2nyZylZ7VULfUHdW3JbB17em0aA1caykkVa9mYoWHQazhSB3+d+toBAIBAReLXvXGs28NiGeP23LQSgQ0DfUndNXDfbCPRU8NDiCWF8VGrmYXfcP5K978tmaXYtYKOCOPsE8NSKaJ3+5xPOjY5CIhKw+V85LY2PZcrmW5369TISXkj6h7nw1J409+fX8cqmal8fFse5CJVWtzuW/CX5q4v1UvDo+nqUnS8mr0xLvq+LZUTGsPF3G3itdWxlemRD/T4t9i64Bc3sFpqZ8EAgQSt2QeMYjcXO5t/+nIxAIELr50zT0AWJMFixtLUhClbQUWTEcMrN0/Cw8pDdv7brYVMVzp391WmayWnj+9FZ+Hr2IHwrP0mYy0GYyOPrFf4+YtdXoy/bRcvYjbKZ2hJFTWNFrNnNO7SOn1dkU9cUz25gQHE+IyqPbYwUp3QlSujMsIAqArMYqvsk77iT2wT5YsujgTywfNo/Ze1cgF4lJcPfnw/4z2FaRw5/P2/vRfWQqvht+G48f30RBWwNWm43HT2zi0OSHUYqldJiNjA+K4+HEoVTpWjlaW8xA3wjaTXqn1oob6e79SPEMYMy2L3m19wSSPPzp7xPGyfquLUPTw5Kw2uzHmB6WzKy9K6i7rvw9q6ma+Qd+YNOYJeS11PFVznHC1Z708wklys2H9cUXuNRUzV8u7GZJbH+W5p1gxZXTAHyde5xUzwA2jlnCvkkPUNHRyoTgeHZU5Dqdg0Ik4cmU4Sw6uBqARHd/xu38igR3Pz4dOIvHj28i2s2bmeGpTmK/E4vNymeXD7Mwpi8fXT7UZf2MsBQ8XYLfxT+IS/C7cOHi345EKCRAI6Ox41pvsadC0kVEXE91q6HLTHd1m4HXd3U10DOYraw4VcZDQyJp7DBhrW7DRyVFLhayO68OKzAh3o8gNxlK6c2/Fi1WmBDvy4Wqa/2ANW0G7vjxHMHucj6YnsywSE/6fXSY8hY9+wrq2XJXfwZFePLRoSJq2w30D/Xg6RHRbLhY5fAr6BXkRm27kXnXCc8bqWjR46+R8c3cdGQiIS16Mx4KCafKmli0+hw2GyzqG8q96zJZOi+dW5afcspnr24zMOu70/xyV38u1bSx4rYM7vjx7NV1RiZ+cxyt0fmexvqoWHZrOn5uMgZ8dLjLOXUYLTy66SI/LejDl8dL+Mvua/2Mb+4tZFZqIJ/OSsFgtvLQzxcpauzghTGxXdoX+od59OiFACAVCZ28EFID3Chq7BojCPb4wc7PxszUQA4Udt8nD7Att5Yl/buKwzd25/H97Rk8siHLSfQPj/TizxMTWHOugj+NiSHaR01JYwdfHSvm9YkJTF92kgW9g6luM/DBQXsrSqCbjAHhnl3e29NlLXx4sJDBEV7csy6zS3/8H0fHEOujwkctw2yx0mYwIxMLe/yMqqRi7h8YTkawO+/uu8KfxsRxoaqFy9XtLOgTzEvbc8m8OiAxLNKLz2en8vrEBIxmK25yu3Hj6xPiWXW2nAMFDUxP9qdZZ+aZq1F5H92SwoIfztn7+iO8eGlsHDm17Syb24vNl6vZfKkGsVDA/Ixgbk0PYtxXx7HYbNyeEcTQCC9CPBScLm1ieJQ3G7OqHf/vKqmIj25JISXgn5tdteibMDZcxlB1jPbL32PRNyIPHoFb+v2AFYnbP2cw6eL3R7jcg6rLjeQd7KxWufY/b2szoV6QhkTd/Sx/q1HPXzP39Hjs1YXnmBmeyvdXThOg0KCR/N8Hgv+/xKytw6pvRuIZj+/EFZg76qnZNBXlpe/YOHULffZvcspxr9W3ozX1nOt+PY16LR0WE8vyT3W7vtWkp6qjjRCVO39MHcMn2Ye43FzDkph+fDJwJo+f2ES9QcuDR3/mpV7jnJzml+WdYnJIAiarhckhidy6bwVG67Xflzuj+3BHdJ8ez81PrkZ73XXFuvngL9ewcsR8GvRanj+9la+GzOHhYxs4etUxH2BSSAIvpI/lZF0pR6c8yqn6Miex34nFZuXLnKM8nTKST7IP8+2QuSCwMWb7l477eaC6gOX5p3iv/3SmhCQ6zAcvNlXzWfYRnkkZCcBbfacwPjier3OP0WTQMTIwmrti+/PquZ00GDp4OmUkVboWNo1Zwun6co7WFvPN0Ln4ylW8cOa3Hu/BkdoS7ozpmhT0wYAZbCm9hEggJMHDr8f9XbjoxCX4Xbhw8W/HTyPjj6OdRWB2bTuDwz27zSkHu0O4+gb391NlzXSTFMSSfqH0D/NkyKeHaTfYHzjc5GLenpJIYoCGV3bk8vimLH5Y0JtpSf43Ff31HUaGR3vz47mKLu7jYqGAOF81/m4Kjj46lPOVLdhsUNDQwcnSJv48IR4PhQQrNtzkYjZfnfUfG2s3JzRabAgEdHsNYO/b3nypmuQANwI0MkI85Dy56RIHixoRCGBwhAdmq5VbUgJYfrKs2+OYrTbWnq9ALBRwuKiRGcn2vPdPDhd1EftgTw0wWW3szutZNF+saqOoscNJ7Hey4WIVU5P82JZTy7acWj6ckcwbu7sOyhwoaGByon+PZnMDwj3569XyfYEAnhge5RisuB6RUMDwKG9MFhuv7czl3gFh/HyxusdzF9C9gVxVq4FFq8+zaUk/ylv0NGgNZAS7k1nZygPrL/DK+HiWnyplV14dSomIhX1D8VdLGRLhya3pQdz6/WnHsZb0C+PjQ12rVcRCAdNTApi+7GSX92rL5Rr6hXogFkKTzkRxkw6DyYJCIsJHJSXMU4GnsqvQ8VJJmZjgR79QD/RmK6NjvClt1tP3w4NO/faHihoZ8PFh9j0wiH0F9Xx4sIjqNgMeCgl39w/lqRHRbM2uoexoMWCPGDxR0kTNVWPLU2XNyCUi5q48g0goYGqiP8+NjMZig18v1+ChkBDmqeBcRQtfXE0FeHZkNPcMCKPdYObAQ0Nov9pSEOAmI1AjQ/oP+EFcj6WjjpbT76ArvpYF3nHlZ3RFvxIwZxciha+rxP8/HGu7ifqjFd2u0xa3YGoz9Cj49RYTpdqmbteB3UV9iH8kAE+njMRf3nMM5r8LU0sxbRe+ovXCl9hMWgQiGaqkhQQvOEVL5ucIL3zM4ohJfH7l2m+nVChCJvrHHu8bDR0IETgNGNxInb6dFcPms/LKaX4osH/nnmuoYF5kL55PG8NfMndTpm3GS6ZEJBA6WifKO5oZ5hdFH98Qpu1eilIkZVRgDCKBkON1JawsOMOS2P4kewRwqbnrd/STycP57upAxIiAaP6YNppxO75iREA0f0gbhQD4MvsoHw+cSZOhg2ajDg+pAplQzKWmKvr5hLKxJKvbY3dyvK4EN4mMLwfPIbe1ls+zj3Z7L1448xtrRt7pEPx9fUIZHxzP0yc3s60iB41ExgtpY1g94k6EAgGFbQ18kHWQEJU7a5LvBCCzqZL7jqx3Ou6fMybetI3EV64iwzuITwfOZE9VPv5yDUvi+nOuvoInz/7Cp9lHODbtMUJ7qOZw4aITl+B34cLF74Lxcb7c3T+UpSft/W7rMivZ88AgfjpfidHi3KunkYmZnRaIu9z5Qa+7Dn13uZhb04OY/O0Jp+WtV6PANizqx/OjY5j87UkW/HCWnD+MJsan+6/GmjYDtW0Gnt58iW9uTWfzpWo2ZVUjEMCs1EAmJ/rTacge4qEg0E3OtydKeHjDRQA2ZV0Ts8OjvNn/4CAqWw2cLW+h3WDmWEkTk+Ltzus3MjnBDwGwPaeOl7bbSwd91VL+NCaW23oFE+al4HRZM1KRkHBPBYcKncvjAzQyHhkSSXKABrFQgEoq4i+787h7QDgtehMvbsvt8pqd7L1ST7xfz878UxL9+bKbnuxO3j9QyLxeQazLrCLIXU5eXddBnO9Pl7N2YR9OljZ1MQ58dlQ0Wy/XYLHa8FNL+fiWVDwVEhQSEXCtKkQggKVz0wlxl3PfwHBuSQng8yNFDInw4m8UdHtu05L8OVDQ0O26ylY9Zc065q08w+zUQNr1Zr47U87bU5K49fvTjh74Rky8uSef7Tm1vDEpAZPFium6mMMYHxUfHSrscvyR0d7syKntcYBn6clSJsT7MuDjw46IPDe5mL9OTuRKg5bxcb5o5N2XwHtfza83mC18frSoW3O9DqOFlWfKKW3WORIqmnUm3jtQyEtjY3llXBxPbbbP7vcOdufgdZ+psXE+jsEZi9XGL5eq+eXStQfr8hYd9w4I51zFtVLVeb2C/6mEh7+Hpb3CSex3YrMYaDr8Ij7jlyJ0d83y/ydjMZix3cQY0tikRxnYvVDXSGT09w0jt6Wu2/W9vIIpb2/mtYwJzI5Iw0v++xocMmtraDnzPm0XvnQss1kMtF/8BmtHDZpeD4OulVlCTyfBvzCmL/7dxPLdiNZkoFbfTqtJz+zwVMYGx6ERyzjXWMl3+Scdrvm9vINZfPBHym4oO19TdJ5fxtyFVCjCaLXQatTjJVMwPTSZ8cHxhKo9iFJ78Vn2EV5KH0eKZwC7KvMwWS18POAW6gxanjz5C98Pv52Xzm5nW3kONmx4SBW8mD6WCSHxRLv58Me00egtZrQmIx8NvIVdFXnkNtfyVt+pFLY3IBEIqdW34y1TkttSy18v7OXlXuO44+CPJHn44yfv+V74KzT4KjR8lnOUqaGJPQ4OGCxmmo06YjTe1OjbeT1jArP3rnAMDrQY9Tx0bAP9fUL5adSdBMjVPJUynO+vnOHJE7/wyaCZvNlNtcmfM3exZ+KDfNqDB8ATycORCcQM9A1nTGAsrSYDDx/9mdNXvRuqdK1kNVa5BL+Lv4tL8Ltw4eJ3gZ9Gxl8nJ/LQwBDOVGqRiYVIRQJ23T+QRzdmOUroB4R58ObkRKK9FXjc0O/bL8yzS1n43PQgvj5+TYyKhAIeGRLBuDhfWvRm5GIhngoJY+N82J1Xz47cWmJ8Irs9x+LGDr49WcrkBH+mLTvJ1ER/XhoXh81mY3tuHW/symXjkv6O7Stb9T0K6YOFDZS3GLh91RkMZisGs5VzFS08PDSCdqOFg4XXRGivIDc+uCWZkZ8fdWpzqGs3sjOvjvkZwUxfdhKrDdYt7Etdu4FoH6WjFD3OV8UHM1J4ZUcOL263R835qqW8NDaOEHc51W0G3ORiGjquCe1ANxnTkgKQi4X4KCUMifDq8b3rFaRhT373ohmgscOE+rqqCbFQ0CWqsM1g5uENF9l6zwD25NezO68OH5WUhwZHEOQup91o4f5B4XgrpSglAoqb9Px0Rx9OlzdzoqSJIHc5i/qGEumldFRoKCQi9lxpwGyFBwaH8+UN+fNeSgkvj49n0jfOg0GdJPmr8VZK+e62XsT4qNiVV8fifqEoJEJmpgbw/elyp+3PVrSgN1kcYruTeq2BUA8FObXOZaUeCkmXwY3rqW03klOndYh9sA9UPbzhIhsX96NWa+hR8F+//Y2DP9dztLiJ8fG+bL50bTAqPciNlEA3Ht5wkeHR3uzMq6PdaMFLee21POQSx2x/d9S0GfBQXHvPHx4cQbjnvyZKsxNd+f4e1+krDmKzdN/y4eI/B6FE1HMZDiDR9GzapxBLeTZlFKsLznUxeJOLxDyUMBipSEyQ0g3177Cc36pvpC1rabfrOgo2o0m5G7M6BA/hNUE7zD+Sl3uNRyG+uZkhQJNRx66KPMYFx5HqFcTr53bRYNAy1D+SZUNv44ucoxS2NdBk6Ogi9js5UV9Ckoc/5xsrCVd78v3w+SzNO8GCAz9gsdn4S+9JpHsFs7HkIq+d3+nYb3n+KcYExvJ40jAqOlqIdvPm59GLMNusmKwWUjwCmbdvJR5SBc+njeHjy4fYX12ARCjilrAUQtWelGmbkQnFXGiqYnn+SdpNRsYFx/HF4Nlggyut9ZRrm1k3ahHL8k92e/5PJA1HLBDwU+E5poQm3vR+iQRC3ugzCX+Fhg+yDnZbCXCyvoy8lnpMVjM/F19kVkQqfX1CHIkQN2K0Wthens0H/Wfw1MnN2K77oM8IS2aIXwRmrPTb8pHTuuu50FTFpL9z7i5cuAS/Cxcufjd4KsSU1JWwpF8vRCIRzToTLXoTGxb3RWu0YAPUUhH+ahkqWdevL3+NlLemJPHcdc7+we5yhxmcUADL5/Via3YN064ro47xUfH1nDSKGjqovolvwIHCBn6+UMWXs9N4eHAE35wo5ZdL9hn+KYn+rLi9N35OJoJmJxF9IwX17QS6yShu1HGuooWB4Z5cqGzlhTExvD0lkTaDGX+NjCA3GfsLGrr1NHhwcAQzl59yDHJ8eayY+RnBDIvy4berUYFvT0li0epzDvM+sA8WPLYpi1+W9KPdYOLhIRE8s+UyQgH8bVoy7goxGy9Wo5GJSQ7QIACeHB7l6EvvxF0uZmikN1KxiJ15XWfShkd589LYWCw2GxsX98Nms7GobyhLT3Y1Wipt0mG0WClp0hLjo2JIhBeJ/mq8VfZ7qjWYKG/R89mRMjZfriEt0I0/jYllfq9g1DIxCqlzSbhMLCTYXc4nR4o488QwZqcG8u2JUgobOhge5cWYWF8+PVzEaxPieGjDRaeZ9s6+cqHAxqHCBu748doMmkAAL42N47GhkV0c6n86X8l9A8MIcZdTfrXlY+WZcu4bGM5Tmy85bXuppo17+oextocs+4FhHmRVdc2OBlhxuozHhkYQ7X3zmTz51XuQVd29OVaQu5wGrfNn9KkR0Ty68SK17UaeGRWDt1LKlks1fDwzhU1Z9hmwrOo25vcOdprVv54hEV4kB2i4d0AYM1MD6Rvi3mUgpCfq2vTUd5jQGi3IREK8VFICNTKEQoHTdkLJTaILhWKsxu7bgVz85yBRS/FI8qX50rXvFrmvEo8kX6ReCqRecjrMRmp0bdTq25EJxfjK1QQp3RAIBES7ebNz4v3ce3gtBW32QclEd3+WDptHvLsvkn+w9P3fgUXfAFZTj+uthmYM1eeQxi9h1fD5JHj4Eaz0wO8fmN3vJNrNm5fP7mBf9bW0k71VVzhQXcgvY5YQrfFhxLbPetxfKhRjsdmYFZ6GQiThjgM/OvLuozXeTAtLorC9kR8Ku7Zf7anKZ2poIjEaHz65fJhPLts9YhLd/fls0CxsNnip1zhm7lnuMPAzWS2sK87kWF0x28bdy0vntrPpOjF9sr6UEJU7m8bchVggRG8xY7FZebvvFJ4/85sjuhTg1oh0BAIB7WYjVmzU6duJUHtR3N51gFQoEOApU/Duxf18OGAGOypzndaNC4ojXO1JhbaFtUXneC1jIs+e+pXpYcmkewWxrTynx3u4LP8Unw+ezZZxd3G+oRKt2cjkkAQ8ZUoGbfmYUzOewEMq79apHyDJw7/HY7tw0cnv95vOhQsX//N4KCRdZvFvhkZm7z8eEuHJ3/YXUNaiI9xTQWqAG5dr2pmRHMCpsmbW3ODYfqVey/wfzvK3aUkOx/Pu8FVJkYqEVLXpuT0jiAW9gzFYrMjFInbl1iIVOQsSuUR4UyO6OF+1w4jt2ZHRXK5tY9nJMpafKmNsrC+PD4skxluJRCxymvHvJNZHRXZNm9Ns+Z78evzUMh4dGslns1JZdrKUK/VaJ7F/Pa/uzGPj4r6IhUI2ZVUzOcGPE6VNpARouLt/GJevHr+yVc9d/UPpH+rBj+cqqG03MCjciwkJvry+M5c3JifSK8iN+b2DifNVYzBbCXKT06QzcfsPZx2v3zvYna9uTaO0Wceu6wYIhAL4ZGYKKomIKYkBeCmlVLXqKWrU0aoz0agzs+JMGUUNHfQN9eCdqUk8vzWb9PcPsGlxPyYndn3oUUhEvDIujvkZwXxxrIR2g5m56UFoZGI+OlTI+wcLsdmgw2Th+GND+eZ4KSVNOtKD3Lg9I5gdOTV4KKR8ddx5cMJmg9d35bF+UV+WnSp1+EIAKKUiNlys5pOZqdy5+iztBgsXq9oQCuCe/mEsPVXqGFgobtQxItqbYHd5Fz8IoQBeHBvLvFVdH5TB7q0gFPYcM9mJRi7hD6Ni2JHbfVnzgt7BjpaTTtRSkaPy4Nktl1k5P4N3918hr66dBwaF8+WxEi5UtfKabzwBGpmjHaATkVDAy+PjuH99Jituy6Bea6TjumQLi8WKzmxBIRYhEgmxWG2Ut+i4WNVKcaOOCC8FFS16/rg1m0gvJS+OjSPBT4W/RkabwYLJYrUnSERMgSMvdntdyugZWI09O4C7+M9AJBcTOjUOU7uRjvJWwmYkYDVbaC1owtCkQ681IExwY+qxZY5YuBCVO+tHLaa3dzBykYQRAdEcmPywvV9dIMBLpsRf8fvr178RoeTmwl0g0SDUN7C/uoCHk4b+08f3lavxkaudxH4nFpuV18/v4ocR8+njHcK2iu4Faz+fUBr1Wp5MHs6GkiyH2Ae7sdzJ+lJ+KbnU7b4AK66cpp9vmNOyP6aPRiwU8s2QW/nw8sFu3frLtS0cqimkqK2rOC/XtrAs/yQLontjA0KVHrQY9OyZ+ACn6srosJjI8ArmRH0J9x9dx7npTzE3Mp3Pso/wbr+pHKopxFum4kprPeuLL6CzmHgqeQQnakt5IGEQ5xsrUIokGCxmRgZE81zqKH4rzyGnpYZojQ8LonsjEYpYN2oR+a11aM0mhgdEs7Oyq3cNwGC/CH4tvcSy/FMkevjhL9cwzD+S/NZ62swGtCYjz6aO6tbcz1umJN2r+7QaFy6uxyX4Xbhw8V+Fp1LKoAgvVs53Q2+20tBhJMpbxdoLldyaHsS96zK73c9e1i4hxF2OzmhG0Y1x3/Aob35YkMG3J0qdov8CNDJ+WNAbX7Xz4ISfWsrMlEB+vtg1D71zMKNviAdTEv15d/8Vdl5njPd1QwnrMiv55a7+tHQYiPHp+vCnlolp1nV9GFp9roJNWdW8MCaGjYv78dL2nmcXMitbEAgEBLnLWXdnH7Jr2wn3UvL96TKHVwDYZ4q/uy2DsmYd/hoZcb4qLla18dHhQv46OZFvjpew/LZeLP7pvMMJXiIScFf/MN6YmMADP18A7GXvk745wc77BrKgdzCnSpvxUEgYHuVFgJsctVTEC7/lOFo4JiX4MT3Z32kGfmt2Le5yMasW9Ob+dRe4Z10mZ54YToiHc8l4g9bIitNlvHfgWlXCspNlDInw4pGhEWy9WgFhstjYkVNHbbuBCE8FZ8qb+eBgAcceHcZDGy70eO/WZ1YyLSmA1eeumYpNSfRnyZpznCht4ocFvblc3UZ+vRaVVMQ9A8OYlxFEbm07we4KrDYbZc06fpjfm3f2X2F7Ti1WGyQHaHhxbCxmm41gd3m3gzXxvmrCPHoenLqetEA3XpsQz6s7cx33UCiAV8bHUdVqcErHEApw8szIqW3nzh/PcfeAUFID3RgXJ+W+geFsuFjFxaoWfrtnAH/als323DpsNkgN1PDetGRKGnVkVrYx87vTvDg2lmUnS/l0Vio1bUa+PVHC2YoW0gLdeHhwBPUdJiZ+c5zW66Im04Pc+GFBb279/gyv7cpl/cK+bLlcw+pzlcjFQmamBtLhpiSm/6t0nHzV6XpF6mA0KUuQaFzRfP8NSD3kRN+Rhllnou54OW7RXmgiPTG16JG7yRHWWtjQdz699n2C0WqhXNvCmO1fkHnL00RqvAEIVLoReBNztN8jQpkHssDBGKqOdlkn9ojF0l6OIWgE+U09t1N1R3VHK1qzEZVYyom6nr1XTtaXYrXB3/pP49RvZdQbnCtmXsuYgEIkRiOVc66xgq3l1yrrBvtFcLKuDLVESqtJf+OhHbSaDLQa7esVIgnPpI4kv6WeRQdXs37UIg7V9BzNu6XsMr29g8ls7FohFajQ0D80mW/yjvP0qc2MDowlyt2bQX7h7K3MZ86+FZiuJgbU6tt5KX0cqwrOIkBAdnMtpdomenkF8+u4u8EG+2sKSPYI4L4j6xgREMW8qAwOVRfyYMJgbtmz3JE+sJt8vs07weqRC/g65zi7q/Lxkan4ddzdfHT5UJe0AKlQxN1x/Zmz73ts2Chsa+CVXuMJVLpx1+E1ALSbjSyO7Ue5tpkvc485qhQi1V5sHLOEMLVnj/fIhYtOXILfhQsX/5UopWKUUnuvsc0Gq+ZnIBMLu3Wi7+RseTOv7sxlXKwvjwyNINjdWUD6qqXsv9LQZba0us3Ard+f5uyTwwnzvCb6xUIhz4yKJr9e6xTj5yYXs3xeL17ensO9A8PxVEicxH4nTToTnx4uQi0TMTc9CKlI6CTG8uraeWFMbLfXojNZ+OFsBQt6B5Po3/NMUaiHgpLGDqw2G+GeSlafr6Cq1dDlGvVmK3f8eJbjjw3lua3ZjuWjYryZlOBHZmUr05edoqz5WtmhyWLjq2Ml/GFUDJMS7E79APVaI+crWxge4UWSvxoQoJaJ8JRLmPX9aad7df+gcOatPNPF2K5Fb+a1nbk8ODicl7bnUtWqRyMTO+W4X6nXOon9To4UNzI3PZD1C/vgr5EjFgrIqW0jOSAUs9XGZJE/wyK9qdcab9pjX9NuIOE6M8O7+odyoaqFdoOFM+UtzFh2itRADaEeCgaHe/LMr9nsyKvFVyXju3m9+DW7hgW9g/nzrjxifNSsubMvVpuNihY9Hxwo5I6+IXwxO5XyFj1ysYjtObV8dbwEq83Go0Mj8FT8YyXyXiopjw+L5LaMIE6WNjuEeX5dO1HeKkI9FI73TSoSEuWl5J7+YVysbuVEaTMNHUbe2Wc3PVTLRFx8ZiSPDo3khd+ymbb0BLemB3P3gHCsNhtCBARqZI4IwqLGDtwVEjZmVfPc6FimfHscsVBoj6y80sDQSC/uWZvpJPYBMitbWXayjEV9Q7h/UDgzvzvF5ZprD8tbLtcwIzmAZwffRsKsMViyv8aib0AePAyJRwwWXRPyoCDKW3Tsyatne24tMd4qFvQJJsxD8XfjN138vpCopRiadGiiPClacwnrdd/jUi8FEQtT+WvvyTx9egsAWrORXZV53Bc/CIvVSnF7IzW6NtrNRjwkcoJU7gQq3BD9A1Uy/y4k7hH4jPuK2i1zMDVdG3wVaULxHvk+zee/ICv+MUYE+FLa3vR3hV+zQcfBmkKeObmZgrYGhvhFMCmk595vqVBEflsdeyry2T/5IX4rz2Z7eQ6+cjVzItI4WVfKyoIzPJAwGHeJHG/ZtRabdK8gjtQWMcw/klvCU9lf3b1p6uSQRCLUXmwYvZgAhYY2s4EWo54/po2moqMFT6mCGl33lTreMhXt3cQPPpE8nOqONibs/NqxbH91Af45Gr4bdhtCoZA7onuzPP8UIoGQMLUnaokUhUjMnH0rHPvkttTxc/EFfhx5B1tLs4l186HVpGdreTabxixhuH8UT5/a7BQ1CPbqiPuPrOfTQbPYXZVPvUHLHQd/ZOOYxfw1cw/bKnKw2mwM8AnjvQHTKWtvZnZ4KpEab4b5R+IlVfDG+V1U69pQiqWEqtzxV2h4s+9knkgeTo2uDZVEhq9cRZDSvcf3z4WL63H94rlw4eK/GqFQwO68OladreCrOam4y8W06LvOigNEeasobOjg7fIrGC1W5qYH4aeRoZQIsdrAaLYyMsabsXG+VLToeO9AoSMLvrHDxOWadsI8rzk9C4EVp8p4aHAE7goxubXtBLrJ8VJKeX1XHheqWvn+9gxe2dmzQ/7mS9V8fWs6b+29wk939mbR6vMOd3it0YJIYHd739+N0/zzY2IpbtQxMzWIl7bnOjnHd/Lg4Aie3HyJ6jYDp58YTpK/hje6idcDe6Tf4aJGPpuVQl6dlsERXuhMFg4VNqCWiZ3E/vV8eayYT2elOgQ/wP6CBjZcrHY4vYuEAo49OpRjxdditHzVUmrbDN06zIM9x/6FMXH4qKQoJCJOlTXjJhfjp5YS4qboMTlgVIw34V5KXtyW4+ht7xvqzqvj4/nrzlxOl7UwJMKL2WmBDA73pLSp++saHeOD3mRlcd8Q7ugTyqGiBl7f5Vy2ebGqjUHhnhwqbmRMrDdvTIpHIhRS3qKjuLGDpzdfZniUN8OivHjil0tcqdfip5by3W0ZvLIjl8c22vtThQK7y/0P8zMQAAl+aqfBjRtp0ZnQmy1oZGKUUjFucglucgmx11WKpAe502EwsvO+gZwuawYBRHgqWXaylIpWPRPi/fjT2Die+/Wyw3DwnSlJBLnJkIhEvDYhgWnJAaw6U84vWdUs7BuCSCBg9JfHaLrOaLBBa2RcnC/YbLw+Ph4PpT1W8ERJI616c4//j79cqmbv/YPYeLHKSexfv352WiDvHIFvpr6IrGgNNoGYWs0QTlbqydxVQpiHAl+1jHMVLaw5X8lf9+bz0x19mJrkj1zyz8UAuvj3YjVaKPk5G7FKgmx2BG2+QvQ2MyqxkuayZjK8A1k7aiGLDq5GZzGR2ViJxWrlTEMZSw6tcZT8+8nVvN57IoP9wkn2DPw3X9XNkXrF4z9jE+b2Coy15xEp7ZnrzdXnKOv1PJ/nnGNupJIBWz7i6NTHiNT0bK66uzKPeftXOv4+VlfCC+lje9x+dkQaa4sy+f7KaT64fJDd4+9nXkQvzDYrLSY9oSoPqjraqNS24Oel5tGkoawrtlfQtZsMJHn4E+fmi69cTajKgzJts9PxPaQKFsX0ZUPxBfr4hvLa+Z3srMjDho0RAdG8kD6G51JHOWa6b+SeuAFM3eVsaigVihgdGMP03cu6bF+ja+Ob3OP4yFXMjkhjxZXTPJk8nOO1xQQo3Hjx7PYu+5htVl448xvPpoykzWRvXbLabCw+9BObxiyhXNu9mWGTUYdMJEaAABs2rrTWM2vPd+yaeD/3xQ9CKZZQp29nU3EW9ycMop9PKO0mIzaBjXcv7ufnEnub1VeD5xCgsFemaCRyNBI50W4+Pb5nLlz0hEvwu3Dh4r8evdnK8ZImnv8th6dGRPPKjq4CO8LLXmLd6Yj++dFihkZ6MeLzo7w7LZGqVgNWm41hUd48sP4CComIj2em8MJv2VyssovGokbnkkeZRMTYWB/mfH8GjUxMqIecxg6To+d5TKwPl2vaUdwkf1wsEmCx2dhf0MCEeF923jeQ3Lp2WvVmIr2VHC1q5I+jYxgY7skXR4tp0ZvpFeTGc6Ni2JpdwyNDIgnzkLP17gHMXnEtSk4ggEV9Q3GTiTlTbn9oeWdvPov7hzmVeHfiJhczPMoblVREXl07p8taOF7SxHe3ZSDAxtZuogQ7adHbfQquJ9xTQfZ1Is5qsznOrROJUIjO1HNFBthbDX5Y0JtHNl50xMYFaGSsW9iHxm4ME+ViIc+OjGHG8pNOAyCny1qYt/IM6xf1Zcq3JzhS3MjsFadYfUcfNlys7hIN6amQMD7OF73ZSoy3kovVbWy/IWJvcIQnz4+OpapVT05tO0OjvDCabXx6vJDlp8oc2x0raWLZKSnf357BnBWneX1CAk/+csmRsmC/P/ZWDR+VlDcnJXRrWglQ2tTB5Zo23t1XQHmLngFhHvxhdAwxPipk3XzOlDIp8X5SJCLYmVvPsM+uxUNty6nFWyll1YIM3t57hWdHRjMw3BOJyH6cIHc5090D6B/mwSvbc5n/w1nquqmIiPdTE+urYndeHTG+arbl1NLYYWRmSmCX9/x6LFYbCqmQ725IQwD75/eJYVGEeSiYkRLI2SY5ibGPUN1uYtKnJ5wGHHxU9nv7wM8XKG3SseDHs+Q8N4pI75uY/rn43WHRmRFrpFhuD2VbQxFRJi+MVgt1Ji3NGh3DPKJ45egaPh4wA63FxHC/SE7WldBk0PNk8nD+nLmLcm0Ltfp2Hji6ng2jF+MjU+H/Oy/1l3hEI3SLxOieQG17DaXaZtaYIaCpmfvjB7Hk8Bo6zEa+yjnKn3tPcvx/Xk+ltoWnT212Wma12VhdeJY3ek/ixbPbnNZFaby5K7Y/03bbBfX8qAwK2hv4OPswjycP4+ucYyyK7cfG0otkN9cQrfHmhfSxPJc6incu7mNL2WW2j7+Xe46spcmg47tht7Gm6DyrC89hslqYGZ7KC2ljsFltDAuMZuae5TQarqVqHKgu4FR9GYcmP8z00GQ2lzn7ALyYPg6DxcRAvzB2V14boO7tHXLTNoBfSi/x44gFnKgtYdOYJRS2NfDMqV95LWMCFlv3A8tXWuvxlquQX2fw2Gjo6LHyoBOz1YpQYP/9BnvrQJ1eS6Oxg5UFl7HabEwOSSSruYoQlQcV2hZO1JWS4R3M/fED8ZIqCdV4IvsdG0u6+M/B9Sly4cLFfz1jYu0j4r9l1zIvPYinRkTx6eFih4jrG+rOnycmcM/aa/39BrMVi82G0WLl8U2X2LSkH7evOsvqc5Vsvbs/WdVtbMuu5S8TE5i+/BQAqYFdHxwzgt1J8ldzuabdaZZSIhLwxPAoNl+q5s6+IXzRw2z03PQgtmXXIhUJSQ9yZ9Anh3GTi1FIRNS1G7Da4O19V/hidhor52egN1vJr9Py/G/ZWKw23pqSiEwsYmS0NxeeGcHZ8hZq2w2EeSrJrmlDIIAfF/SmpElHdZseL6WEsbE+7M63txgIBfDniQnE+KjYnlPLkaJGbk0P4q7+YdhsoDWakYqFTukEN6KRiZ3EtVQkZECYJ3/ede1B7ZbkAKRiIQIBDtFc1aYn2kfltOx6IrwU+KqlTFt60sk4rrrNwH3rL/DcyBi2XK5x2mdOWhArz5R3W+2gNVr4LbuW8fF+bM+p5Up9B2VNOtYu7MNrO/McmfIjo715dlQMS9ac53JNO35qKXsfHMTy23qxKauaL46WEO2t4Mnh0cxdecYxaPH50WLWLezrJPY7qWs38vWxEhb3C8VLJXES+9fz9fESnhgeSWQ3gr+gvp1vTpTxzr5rJlz59Vp+Ol/J7gcGMTzKu9tjApgs8OimrtFRDR1G3tl7haVz7Y7W9Voj7UYzQW4KRFdd8z3kEtzk4m7F/shobwwmC9+eLCUj2B2RUMCZ8mZOl7Ww5VINaxb26fGcfNVSzBZ7Zc2NfD4rlaPFTYz84lp/87dz03ljd56T2Ad7C8lTmy/x9PAoHv/lEiaLjfOVrS7B/x+EzWbDarKgnBNBobWNdcXnOVZr/85UiCQ8lDiEKDdv/tpnCv4KNe0mI01GHTkttYSpPRjiH8mm0Uuo1rfxa1k2S/NO8NHlQyQOno0//5jg15tNCAUCpP8GASYSCpEqPFlflIVGIifWI5CNJRd5/fwuxzZrijJ5PHl4t14FrSZDt7PRqwrOsiS2HwcnP8z64kzq9VoG+0USqfFia9ll9BYzHlIF98YPRGs28mDiYJbnn2RqWDLTdy9zxB1mNlZS1dHGxwNv4c7oPmwouYhIICSryZ7iMXnXt8wKT+WLwbMRCYTsq7rCxtIs5kWms7vsopPY76TDbOTz7CO8kD6Gx5OHsaM8F7lYzOSQRI7XlTBt9zI+GzSLqaFJrC48h9Zs5Pao3tTqexbinf3vNgTkNtfy7Olf8ZGpEAoEPe4DIETAnsorzI/K4MdCe2KLyWrBQ6qguRv3fLlIjEwk6jKIYLFauffwWmZHpPFQgn2mXyOR8fLZ7Y5ZfQCZSMzWcfcQ6+6azXfxr+H327zkwoULF/8iQtzlLOwbAsDiNecxmK2cemIYhx4ewqYl/ZiZEsjC1ee6OKVLRde+ItdnVjE1yY+yZh3LTpax5nwF9VojgW5yJsT7Eu+rJtrLWUBYLFbc5GK23zuQR4ZEoLwaGzc8ypsNi/rRqDXy0rg4YnxULL56ftcT5qlgTloQG7OqGBHtzbYcu3ht1ZupaTM43P+tNnhpew5VrQbmfn+GP23LwWC28suSfthsYDJbEYuEhHsqOVrcyOu78mjsMNKsM/H23is06Yz2Pu4mHY9syOKBwRF8PScNhUTE21OSOF9pn/1efqqM706XM2XpSR7ZcJGTZc2UNOkY/cUxBECgW/ei/54BYaw5bze2c5eL2bikLydLm5y2mZcRzKaLVcxJu1Zia7PZZ5nvHRDe5ZgCAXw2M4WcmvYuLvEA2TXteKukxPg4vydJ/mp7+XoPnC5rJvG6vvzd+fU0dZhYNT+DC0+PYNOSfgwI82TR6nOOAZzadiN3r8lEIhJypKiRVfMz+Nu0ZO5cfc6pQqFvqAd78rt6NXSy+XIN4+N9KW/u2eTKYLaiNXSteqhu01ParOdv+7s6bputNu5bl0l1a8/HPVvejKWHOIl9BQ006818dqSIyd+eYMyXx3lrb76jhUMuEfHMyBieGxmN4mqZvEgo4Na0QJ4cHsXMFadZl1nFC7/lcPuqM/xpjP0zrzdbuVKnZUhk973HT4+IZmtODbNTncuu+4d50NhhYuUZ55l/b6WU4sbu2y9yap3bbWrbDGRVtVHb3nMMp4vfDzazFYW/imaFhfuPrHeIfQCdxcR7Wfs5VF1IoNKNFpOBh49vYPT2L3jo2M9M3bWUEb99RofFxAunf6PZ0MGq4fPJbq7BZO1+Vvd6KrQtrC/OZM6+Fczf/wPby3MoaK13mM11h9FixtbdKOX/A0KBgGN1pTxyfAPPntrC0dpip/UykahH4SoTiRAJun/kX55/iqzGaqp1bXSY7fdyad4Jh0nfy+ljqdC2cMvu5ejMJkYHxvLcqV8dYv+RxKGsG7WIXt5BfJZzhBp9O/fGD8RbpkQptvuMmKwW1hSdZ+HB1Sw48APf5p3AS6pEbzazuwf3eoBDNUWIBPaWugQPPxoN9v9vIQI+GTiT47UlfJd/mhEB0cwMT2VPZS5D/SJ7PN6YoBhO1pcxPjiOP2fuBqDeoCVK441E2H2lXaK7P4FKNwb5hfNk8gje6D2JAIWGr3KP85c+k7rd54X0sSzPP+W0LN0riKymKn4bdw+PJQ1jVcEZZu9dwS17lpPkGcCakXeiunq/DBYzM3Yvo1LXfSyrCxf/LK4ZfhcuXPzX462S8faURCbF+/HO/gJ+yaqmVWfmxXGxLPrpHIUN12YXOo3xxsX5crT4WuRPWYuOZH97lNMvl6p5bGgkT2+5zJ78erbe0x8/tYxAd7treofRTGFDB8tO2TPfe4e4c+/AcJ4dGY3BYkMsFCAVCfBXyxBdHVT409g45vYK5sujxbQYzEyM9yPBT8296zKJ8FQyKNyDoh7EDNgN/vqFevD5rFTUV2d/b1t1lnsGhDEqxpu0IDekIhG3pATgrZTyw9kKuwncnDTWZVY6ZvQ7r294pBc/LsigSWdmXWbXlIE9VxqYlOiP6Oqs78s7clk6txdP/JJFXp39QVEogLv6hfLg4HAOFzUyNz0IkVDAW3uuMCDck+9u68W+K/U0dJgQCeDjw0Wsmt8blVTEpqxqmnVmvjpWwpo7+zAs0ot39xdQ0aKnT4gbL42Lx0Mu4ucLPZdv3rP2PIcfGcqnh4tYdqoUvcmKr1pKkJuc/PruM9oD3eSOVgB/jYxb0wLxUEho0ZvABrcsP9XtfidKm2nVmdiaXcvEBD8CNLIuRnRCgcApB/pGbDYbXgoJqm4qRTqRioTdlvM3ao1Og0A3klenpVFnIqCH2EldDz4JnZQ165wMEF/ansuK0+Xsvn8gYZ5K/DUyXpsYz/2DI2jVm5CIhHx3qpR5K8+gv+7Y7QYLT2+5xNMjonl4w0Ve3pHL6jt6s9mvhu9Pl2O0WPHXyHhpbCyRXkpUUjHeKgnrLlQ6DBQX9gnhnf3OJmACARgsN7+G69syQjwVDPrkEH+eGM+taUEIBCATC/FW9Vyp4uLfh0AowCoWUKpt6jYnHeDjy4eZE5HO+1n7u4jhBkMHt+xZzqrh85m861tswGNJw5AJRVR3tBLQQ1l/hbaFabuWktl0zQl+Y+lFpoclc0d0H/r5hBKm9sRksVCja0NnNZHdVMPKgjPEuvmyMKYvEWpP5OJ/PF62J2QiMQ8lDGJzaddKHIAHEgbjJ+/eoNVXrmZ2RCpri7qm1ChEEgJVGqd1r/eeyBMnNgEw2D+S4b99htlmxWyz4iaVO+L3nkwegUAAM/Zc65n/Ovc4IwOi+X74fO6J7c/H2Ye7vKZIIGSgXxifZh/GR9ZzpY23XIlCLGHGnmW0GPV8N+w2dlTk8m3eCdpMBsYGxfJW38m8eHY7p+vtlVOLY/szJyKN9cUXHD30ACqxlCeTR7As/yT+Cg3t5muDfUqxhNczJvD8DdF3cpGYTwbN5OWz29lVmcftURk8GD+IdK9AhAIhbhIZ+yc9xJ/P7+Rycy0xbj48nzaGwzWFbC691oYQpHTjwwEzuNJaj0QkYuqub2m6rjLgz+d30d8njA8HzODeI+sAu/HkpaYawtU9+zK4cPGP4hL8Lly4+K+gXmuguFHHj+cqiPJSMCLaGzeZhBAPe+mxv0bOvIxgxsT5YrJYcZeLEQoErFvYl9tXnWF+RjB9Qz1o1pnwUUnx18iY9d1px/Ezgty5VGMvFRQJBQ5h1dBh5NfLNbw8Lg4Ag9nCtpxa5q0849hm86UaPjxYxE939CYlQEPQde7/VquNi9WtLP7pPH1D3HloSARCgQCZSMDFqla+mJ1GaVMHDR0mJiX4dZnV7GR0jA8dRgvrMis5W9HiMEL7w9Zstt7dn/JmPVHeKkLc5WQEu/PCthyivJVYrDYnsd/JwaJGFvcPvels+Koz5fxxdAwAhQ0d3L/+As+NiibUQ4HOZEEtExPtrWTC18dp1pkxWKx0XHXXPlTUyNtTEgnUyJCIhIR4KPhhfgYxPiqC+odxa1oQge5ypEIhTTojKqmI1XdkIBQI7GXhZc3UikXE+fWcQCASCjBZrLw6Po5nRkZjAzwVYoLc5Bwo7D7K6raMIO5Zm8nstEAW9A7m1Z25HCtpxl8j44nhkZx5cjjPbrnMsZKmLv4CnVnze/PrmZXW1QzsTHkzjw2L5OPD3Q9STErw40RpMz4qKbE+qm4HJe4ZEEZAN+0TVhvozTf3OxDSc9nqoPCeHb6T/NVOg2JgF8dGi5VtOTXcPyjy6jIRkV72WfTTZc38bX/XhASwf1YCrw48aI0W5qw4Q/7zo3lhTKzjGjZeqOLVnXlk17YxOzWQAw8N4dMjRfx6ucYpVaATmw2UEhFioQBzN6MeMrHQUbEzNz2IC5WtHHlkKJlVLTy6KQuJSMCs1EBSAzREeKkc1Tgufh8IREKMMsirrutxm3qDFoPVzLri7qM0Gw0d6CxmvGVK1hVn8mzqKOr0WgrbGtFZTI4Iv06sNiurC886if1ONpdeYlZ4KvceXsNng2dzrqGSHwvOsLvqCpNDErgvfiDPnvqVv2Xt55cxSxgbFIvkX9AKkOYZyKywFDbcIPozvIOZE5GGoIcZfrVExlt9p3KhscphXgh2k7tvhtzK+1kHHcsWxfSlQttMg6GDaI03ZxsqHE70zUadQ6D7y9WMD45j0s5vurze/uoC1hVn8mTKCI7WlTjEONjF/g8jFvD6uV0cqyvmowG3sKXscpdjgH1A4fPso1R2tPL1kFt55+I+Tl13rPXFF9hWnsP60Yu4de/3tJsNKERi3uw9maeSR1Cla0UpltJi1OEnV1PQ1sBfek+ivL2ZScEJbC3Ppp9PKDsqcqnTtfPz6EX8WHCOMm0zGd7B3BKewvK8k4wJisViszLUP5IR275AJhIxL7IXg/3sv9cfDJhBu8mIwWKm2ahjdkQaERovClobiHXzYaBvODkttQz2i+Ddi/ucxH4nJ+tLuS9+ICEqd0f7Rb2++4FpFy7+WVyC34ULF//x1LYbeH5rNluza/h2bi8OFTYwZ4U9Fmxxv1Du6BNC6NWMdh+Vc5RZaoCGrXcP4IGfL/Dqzmulhb2D3dm0pB9rz1fy4aFCJiT48tFhu4CZnRro5Di/MauaR4dG4quWUdliYOHq811mWpt1Jp7/LYePZiQ7Cf6SZh1LfjrPW1MSWZ9ZxeKfziMRCXlgUDhjY32Z+M0xBoR7EeujYliUF71D3Dhb7lzmJxEJeHV8PN+cKGFfN279BwsbMFltRHmrUErFXKi27z8l0Z91F7o+zHby+dFilvQL63F9u9GCx3VO8WXNOh696iovEECgRs7Pi/v2WJnw7v4C3pmaxFtrzpMWqKF3iAe3fn+aguvE5ZREP14ZH4+PSkaIx7X7FuOj5lRJE3KxCIlI0G1P/rMjo2k3mCmz2ojyUqKSiTFbrFix8djQSD45UuSUS//SuDgOFzYSqJEzKzWQ2StOO9aXNet4evNlpiX589qEOAwWK3qTlf0FDXx4sBBPpQTVVZFY1NhBlJeyy/lojRaya+wC9ueLzlUTbnIxjwyN5LaVZ0gNcGP9or4sXH2OzMpWx/28vVcQz42KprpNj0Rk9zto0ZlRSkVIxEJ8VbIeBW9qoAYv1bX3qq7dQJPOhFgowEclI0Aj476B4Xx93NlLQiQU8MbEBEcUo0Ym5rUJ8YR7Kihu7MBLKaOgQUuUl9JJbPSUrNCJ+bpS6kHhHqikIryU1/43HxgsY15GMALASyll/5V6ypv1PDo0EoVESK8gd4enQiebsqq4Z0BYt+kMDw2OYN+VOt6clICPSkrfUA/uXZfJqesGtNZlVjE92Z+/Tk4k8Wo1j4vfDwqZlHh3vx7XayQyRAKhI1+9O6o6WvCUKWkwdNBo0PLauZ38KX0s28pzmBWe6jTTX6tr5+vc4z0ea1NJFoFKd3Jb6vgy5yh9fEK5P2EwT538hXn7V7Jm5J1M372M+Qd+IPOWp/8leek+MhWvJ4ziwcQhfJ5zFIPFzJLYfgzwDSdYdfOItnC1J7sm3k9OSy1Ha4oJU3ky0C+cRkMHoSoP7o4bwN2x/dGaTQ5BqzebMFrMjAqMoVzbzOfZR/hq8K28kD6WScHxXcrWr+ejS4eYGpLIXbH9eTplBKfry/GWKentHUyzUc+eqnyClG4UtTfyUOIQPs8+4rT/3bED6OUVxPz9qwhQaBALhE5ivxOt2ciXOUe5I6YPQXIN4Rov7j2yjgM116qARvhH88GAGTTqy+gwG7nQVMkjSUM5XldCiMqd/JY6fio6zw+FZ5kZnsrQgEiutNYz7WoKwKSQBB5MGMySQ2tI9QzgnX5TWZ5/ij+e3opSLOX2qAwWxvTlvqPr+KD/DMbv+JqBfmHIhGIajR1oJDJeO7+TJ5KHs6n0Updr6GRHRS6D/SIc1Ra9vINu+p66cPGP4hL8Lly4+I/nXEULy0+VsXFxP578JctJMP5pWw7fnSpj9wODHKL/erRGC89sudSlt/psRQuLVp/jtQnxHHhoMA9tuIjNBnG+KkZGe/PudSXFbjIx4qsGZjm1bT06y5+raMFosdJuMDvK7nfk1PDXKYksWn3OKfPdVyXlzT15/HhHH37LruV8ZQsNWiOf3JLKpeo2nth8iQ6jhdEx3rw5OZH3DxSwtpvSe7C75Ndf7VV2k4pQX80gl4gE6E09CzO9yeqUM38j4+J8cL9qIHjjNdts8OjQSM6Vdx9bBHYztQhPBTE+SgaGezF7xekuM7dbs2sJdJPxxsQEzlW0YLZY8dPICNTISA9xo67NwJFHhnC4qIm9V+r5LbsGqw1uzwjCQyFlwMeHEQsFLOgdzF8mJSIRCXh+aw5DIr3Ycld/cmrbEQkEDAj3ACCruo07+4aw4Iez3RoFbrlcw90Dwq6aOWYxKNyLFbdn0Kg1UtBgn41Ry8RUtRqYmuTviB3s5NWdeex9YBATEnxZdrKMpg4TI6K9mZUayHO/XqZvqAfPjIzmyV+y+HBGCnKJkKYOE+GeCoQC+OxIEb9m16IQi7gtIwh/jZwnNmWxYXFfvjtdxusT4nlhW47TayokIj6ckYJCIiS/rp28Oi3nKlsI91SCzcaBwgb+NCaONybFMyram7/uvUJ1m55B4Z48OSKaDRequFKvRSER8cOC3qw8U8baTD1X6rXUa434a2TsuHcAaUHXBIc9uq/7gRiNTOy4txKRgPdnpDiJfQBPpRTP65bVd5j45VI1v1yqJsJLwesTEli4+pzTPstOlvH1rWm8Nz2Jd/YVUNNmIMhNzotjYxkR7c3O3DpWnS0nUCOj1WB2EvudbL5Uw9z0IALdZHgopF3Wu/j3UWFsI87NF++rgv1GHk4YjAgBXjJltyZwADFuvlR22AfRTBYrwwKiEAoEJHr402TUoRBJcJfZfydsgMHac4qEwWrGS6gkq6maMm0z+6sLWJ5/klXD53Pb/lWsLjzH7Ig0Vheeo1Tb/C8R/AAd1fWM6NWLof6RWG025GIJBouZ0vYmjFYLKrG0W+M+gCClO0FKd0YHxjotH+AbRo2ujbzWOg5UF+AtV/J86miEQiHnGsqJd/djelgyURpv6vXtKEUSPss+ctP702zUIRGKOFFXwqbSLOLcfGk3Gfm19BJv9JnM98Nv50pbAwEKDcP9o5gemszBmgIsVhuzwlOJ1HjRbjZgsdno7xvGvqqu/iSdbK/I5cz0J9FbTDx89GcnsQ9woKaAZ09v4aGEwRyqKWKIfySVHa3snvgABa31XG6phSJoMxn4/sppp32TPQKo6GghTO2JxWblnX5TmbtvJa0mu4dDk1HH37L2s6cyn7UjF1Jn0PLhgBmca6wgRuNDlMabSTu/wYYNk9VyU9d9mUiE1mx/Dpgckoi3TEVVRytuEjkqiev7yMX/HZfgd+HCxX80WqOZDw8WMijck/OVLU5iv5P8ei1bLlXz4OAI6rRGSpt0HCtuxEctIz3Qjc03iLJOzle2opKKuFTTRriHktmpgUxM8GPvDYMDT42IcogT3U0ENIBYKOSVHbkMjvBkeJQ3rQYLmy9VO4l9gHBPJYv7hTF7xWlHGTzAj+cq+OiWFM4+MYw2gwWVVESr3syC3iGoZWJWn6vsIr4HR3gR5CajQWvg86MlzEj2RyQUcKiwkWlJ/hwrcTbQ62ReryASfFWEeSq6ZNF7KSVMTw7g2S2XWTU/g/vWXaDhau+7UGCvrPBVS3s0ggO78NObrfwwvzflLbouYr+T709XsKhvmCMyTiUV8cnMFEZF+7Ahq4qvj5VitFiZlRrA6xOGY7RY2XCxinvWngfspnUrTpdTrzXx9a1peCgkfHWshK+PlxDuqcBitc/gCwUwKyWA9EA3hw9Bd2RWtpJf386ivqG8tfcK4Z4KnhgWwYUqu4lfbl07WpOZ23oFEeerYtnJMpp1JqK8lbwyPg6ZWEiwu5wPZyTTpjcT7C4nr07LaxPiOVbSyG0rzxDoJudEaRM2m42FfUMoa9Zzy/JTTgaFZytaGBrpxZuTEzhb3kJ2TRu+KinrF/VlzfkKypv19A5xZ2qSP94qKVlVbcxdecbJnDLMU8FXc9KYt+o0Gxb1Y15GMKNjfTBZbEhEAj7YX+AYKHt9YhxuMjH9Qj0I9TDwwKBwLDYbz23JZsI3Jzj5+DDHtv4aGS+Pi+Ol7V0jMF8cG8sPZ8uZluTPG5MSiPf9+275fUOvDSYUN+o4WtzIpzNTeH1XnuN/Z2C4BwPDPDGYLfQL8UAtEzvaSs6Ut/DkZvvM2orbe/H23p7Fw+pzFYyM9qGb8UEX/ybMVgtL805Q2NrA1nH3MGffCifX+dsjM5gZnkqFroUnk4fzUjeZ6n28QyjTNtFhNjIrPBUfuYqTdaW8dWEvYC9vvz9+EH9MG0OAUoO3TMnciHTev3Swy7EAbo/K4KucYwwLiHIMMDQaOvgs+wh3xvRhY8lFnksdxerCc+jNXaNO/1/pTAsoaW/kw0sH+TbvJB1mI1Eab97tN5WRATF4yP6xD3FFRwuz9nzHmQZ7y1iE2otYNx/uPPCjU/m5u1TO9vH38d2VUwgR8FDiYDaWdO8pMCE4Hm+5ijd6T0JrNmK2Wrk7rj+hKk/uObyG0w3X2tN8ZCqWD5tHTnMtIoEQf4Uab7kKsUHI+KA4jBYLypsMwClFkquVHQL2VRd0u82eynze7juFNzP38PhVf4IgpRt/6TOZWWGpvH1hr0NsX8+TKcP5IOsgL6SPYV5kL5bnn3KI/es511jBsboSVCIJ3+ad4EB1AW/0nsQ3eccdPgJby7K5NSKdT7vxNQCYGprMMye38HzaGBbF9CWrqZqzDeUUtjXwWNIwYt18/iV+EC7+93AJfhcuXPxLqW7VY7baUEhEeKv+NSPSFquNylY9Va169GYrAWoZcrEQkUiAUiKiRW9mdIwPWy51L9wBVp4pZ2qSP3evyWTPlWuCfd3CPt3O5HbSpLPPri7sG8LLO3JRy8SkBF4r952VGsiQyGumOqmBmh5j5ELc5Vyp1/LBwUI+OAjTk/15eEgkX3VTguyhlPDUmktOYr+TZ7dcZuxTw7HZbPztQAFrMysxW2xMS/a3VzlsznJk3PcJcUcggDhfNT+creCVHbmUNnWwbF46i386z/NjYonyVnbp0Q5xlzMs0huLFdYv7MuKU2WsOluO2WpjdmogDw2J4J4158mqaafdmMfeBweRU9tOu9GMv1rG1uwa7l2XyU939MFbKXUMBlzP3f1D+eJoMe0GCwt691y6GO2jRCUV8fEtKWRVt7H3Sh1pgW7MWnGKcxXX2hveO1DID2crWH5bL/62v6BLW8XW7Bpa9CaeHhHN4aJGbDacXN2tNpiU6I9CIurxPQRQS0VcrGpjWKS95/fr4yXcPzCc4VFeHHhoMH/8LRurFd49cIUQDwUf3ZKCv1qKh0LCc1uyOVhkb7uQiYU8OzIamw3+siff6TWeGhHMxotVPDMyGosVvj1R2m0aweGiRpb0D2XVmXL+NDaOO348y6qz5cxMCWRguCe5de38dXc+n8xK4e61mV2SKEqbdPxxazbzM4I5U95CiIcC36seARaLhcV9/MlrNHHfwDASfDVM+Oa4U7l+gp+alfMzmPP9aYoaOhyCXykV88CgCBL9NLyyM5eCei2J/hr+MimB5AANt2cE4yYX4yb/xx5eg93kTErwc7TSfHmshEHhnrw9NYlYHxXeSik+KmmP3zmhHgr6h7pzsqwFm+3awJyvWspd/cJIC3KjTW/mp/MVV00G/7UO6y7+32g3GclsqKSfbxgdZhO/jr0HrdlIk6EDb7mK7eU5FLU3crCqkLvjByBEwLtZ+2k26hAJhNwSlsxjScOYtnsZQ/wi+FP6WO46vIbMxmstTUarhU+yDyMXiXmt90S7SV7iUFYVnKVW7xyTmeYZiFwk4ZWM8TQYOpxE8baKHH4aeSe7KvLQWcyIBUKi3HqOxPy/UtXRis5s5FxDJQazGd3VQYXCtgZm713BmlF3Mici/e8ex/D/Y+88A6Mo8P/9bO+b3nsnjdB77wIigl0QBXv37Oep553nqWfvYhcQVECkCUjvnRBIQkjvvWy29/+LhSVrEs5r/yu/PO+yOzM7M7uZmW/7fJwO/nJmtzfYB/hN1ngeOfJjt1lznc3CDbuX8XT/ydx9cDVhCg1JmiBK9b6jZHKRmOcGTkMtkaGWyHh7+FzWVJxhW+15qo0dPsE+ePQXFu//jjeHzSFC6YdWKue8rgmdzcJLQ2by9LHN3Jw0iI+LDvV4DDclDeK5k1tYkNS7zSdAub7Ne5xigZChwTGcbqsjVRvChimLuXXft1QZPQlwhUjC49kTiFMF8PuB04hS+jE6LJ7Hj23sdfubqwu5Jr4/9/UbzZ6GUlK0wZxqrfW+v6X2HD9OXszPdUUU6Xz1KBYmDSZZG8SW6XewvOQEGT+8isvtZnx4Eo9nT2DJ/m95fdgcxoYnXvYY++ijJ/7PBPxLly7l9ddf55ZbbuGZZ54BwGq18vLLL7N582ZsNhtjxozh+eefJzi4z/eyjz7+Vpr0VrYUNfHido9d18AoLS/PzGBAlPZXP9T3hM3p5FBFB9d+fZwWoydoFAsFPDAmgRh/BWFqKXOzwhALhEhEvYuSjU4I5OPDlT7BPoBEJEQooFd1c5lYxO3f5bH8xoGcqtVR1GxgWmoIf5mdzuiEQBKDVD4e9KFqGY+MTeSNvb6CZQIBvDA9jfcPVHhf21DQyO+npSGX9GCX5HaT39Czn7DN6eJ4jY4YPxmV7WYMF2zavj9dz/bzLaxcMJgbV5xgydAYZmeEExugQCDA63svEQmp11nYe99o9pa08PUNA9lY0MiKU7W43G6uygxndkYYC1ee4sP52SgkIow2B29clYlIIGBXSQufH63i65sGUdVhRgDIxUK2nW/m29xa7/4A/H5bEetuG8qNy09Q0yXYvC4ngluHxvLG3lK2F7fw3DTfFlPwdAq8MzcLh8vNbd/m0qi3MiIugDWLhnK8usMn2L9Ig97KxoJGZqWHsaGHzo2aDk+r+o0DI1l5yle/4IYBkXSY7TQZrMxIC/XRabiIWCggNVSNSCCg/oLNndHmxGh3Yna4iNDK+OqGAYiFAsYmBvLi9mLu+O60pwMhK4y3r86kQW/1VPwDlewvb+PRDb6CVcNj/UkLVfPKrhIGR/vTbLCxPr+hx98CwE+FTcQGKNmQ38C2O0fw1KZClp2owU8uZtEQj4aF3urkXJOhx/VP13XywvQ0fj7fzFVZ4T7vGRuqGJjQj+QQFYPf3NdtNv9ck4FPDleycHA0db+w/QtSSZnXP4IxCYHYnC7kYiHBPQgO/hqC1TI+vS6Hjw5V8M6+cnQWB+1mO6EqKZlhGvwUl7/GhGlkfL9oKE9sLODHsw3Myw7nfLORJcNjeWtvGa/vKSVYJeW2oTHM7x/htRfs4z8DkVDAMwOm8NTxTbx42uM9HyxT8UT2RNptZv6ctwOxQMhtKUOpNXUwKzqdq+OyMThsKERiFGIJ5fo2Voy/ifyORioMbT7BflfeKzzA3f1GEa8JJEETyM4r7uHdgv1sqilAJhRzbUIOQ4NjWLz/W+bGZhMq9+1QcbtBgCcI/aHiDM8OmEpYL+r5fy8NZj31Fj1Liw5ToW9jWEgsJ696hD+f3sF3FZ7578eObmBUSDyRf2W2v9ViZHx4EuPCE7E5HawoO0mMyo/izp4tRCsN7YQrPEnvhw6v44uxN/B9+Wm+Lc/F4nQwLTKVV4bOJlqhpayzBZPTjtsNO+rPsyh5KNfs+qrH7TZbDATKlKRqgrht3yp+vDDrPiIkjg9Hzef78tPc3W8UH5076LNeP79QZkT146odn3Nn2sjLHuvFdvpJEck8nj2RtRV5HGmupNls4JGs8eybdR8tFiPNFiNGh6e9/w+5P6MUS7k5cRALkgahFEvo6EF0Dzxq/xn+Ybhw088vFIvTgVYip9NuQS4SE6HQ8syJzXwy+jocLhel+lZOtdYyKjSOGpMOp9vNqI3v+nQQ7Gko5URLDd9PuoV7D61m+/R7CFP2aYz08bfxfyLgz8vLY9WqVaSlpfm8/tJLL7Fnzx7eeustNBoNf/zjH7n//vtZtWrVv2lP++jjvxOd2c6fdpxn7ZkGRscHkhOpZWdxCxM+PMj3twxmXnZEr+rBf43qdgszLlQVh8b4MzvDYwW3u7SFxCAlq8/U8+KMNDrNDkbE+/PkxnMcqOhu23RN/whmfHKk2+vbipq5LieSVbndH/7GJARypr6TkhYjeQ2dbL1zOCUtJl7aWUxqsBqtXIJW6nsZbTXZGB4XwHtXZ/Hx4Uqq2s0MjvbjsQnJLD9Rw8kuQmNuN3x+pJLbh8fy6HrfoK/T2vtsJIDR6mDhygLen9efgkY99Z2e6m+72c62oiZyHx6HWwD+CglauYTSFiN3jIglPUxDSrCSJzcVcrS6g4fHJvL1iWpsDhePjk9EgMd7fvZnR3C54dPDVaSHqfnyeA0FTQaSglQ06q3sLm3hh7MNvH5lJresPMVdI2JZOCiaxEAlb+4t88znByp4eGwisQFyvrxhADqLg06rgxCVlF0lLQx+ay8fzc+moFGPG8gM1/gkOZ6alML+8jaf72bd2QZC1NLLetVvLGjkwTEJPQb8QSopoRoZb12VxSPjklh9ug6BUMDs9DB2FDezvqCBIKWExyckcbqu0yeIFQjgjTmZfHK4kntHxfPSTk8CJUAhQSYWMvXjQ5yp9+x/VriGT6/N4Z2rMnluaip2lxuNTIRaKuJIVQcP/HAGp8vNn67ox/a7RvLVsWosTicz0kJxud3cv/YMm5YMJ9pPTqfF3qu/NniCIafLzXen63huWio/3T4co91JfaeVF7efp0lvRSi8/P+fzeki1l+ByeZA2eU37XK5CNdIOZLf0as2xfqCRr5dONir0P9LQjX/HKu7CK2cZ6ekcsfwuAtdRELCND3bDPZEjL+CT67tT6PBhsANufWdzPvymDfZ16C38uedJZyo6eD1OZk+GgJ9/HupNeq4ac9ynzb+FquRJ45v5J0RVzMwKIpTrbV8cv4In5w/wuKUYcyJzeS3JzZT0NGIWixjccpQxkUksfTcYR7IHNPrZ5mddvT2S900a8rzaLLoeTRrAnaXkw1VBd4xgJVlJ/lq3I0+60+OTKba2MGgoChyAiMZHRqPSvLPs3v0DwlhR30xi/d/520V31FfzDsF+9g6/U6qjO0cbq6i2tiB3tG9K6grdSYdfzq9gy9KjmJ1OvCXKrin3yjU4svvr9XpQICAJouBuTu+4Oq4LD4dcx1+UjnJmmBkQjH3HFrD9xV5ON0u1GIZD2SM8frdW50939+aLUZePbvLG+zHqgJ4IGM0eruV4SGxWF1OpkSmsL4qH73dwuSIVPr5h/Ll+WO43G70divTI9PYWtd9lOiKqH4cbKogwz+MO9NGctX2z73uA4eaKvmm7BTfTLiZubFZ5LbVMWPbUu+6JocNs9OGWixjSepw/pj7c4/7Pzsmg1qTjrXleXw06ho+LDzA7anDiVL5EacOoMbYQaImCJPDzqt5O+l0WLm33yharSZKdC20Wow9jgsYHFbWVZ4lRRtCm83UF/D38TfzPx/wG41GHn/8cV588UU+/PBD7+t6vZ41a9bw2muvMXKkJyP40ksvMXPmTHJzcxkwYMC/aY/76OO/jyaDlf4RWnIi/Nh6vgmZSMh787Kp7jDz8Lp8hscG+Cis/y2sPVOPVCTkqxsHcr7JwPd5ddgcbmZnhDIlJZgRcQEcrdKhlIoQALcMieLmQVHc98MZb0v2qPgAZGJhN190gE+OVLL8pkGIhAJWnqr1PvxPSw3hgbEJ3LT8JACbCpqI0Er56FCVd93ntp5j3a1DmZISgkQspKbDzJSPD1HRZqZfqJqFg6MJUUkpbjFicTg5UNFGWoiapGAlDZ1WTtbqeO9gJeefmsT3ufUcK6rv4QABAABJREFUrro0S1/cbCQhUEl5W3dNAqHAM3tdq7Pyys4S7hwRxwtdHAbWFzTy+MQkbzBktDloMlg5WNHGm3vLCNfIeGRcIknBKqRiIZsLmzzV9+PdLf8cbjcioYCNS4ZxrLqDvLpO+kdoeXRCEh8erEAuESIWCihsMrI6r478Rj0/3DoEjVyMw+kmTO0RSJu29DACgQCZWOgzpvD81vP88Yo0mvVW1twyhLvW5LGntBWJSMCIOH9e+kWrO+CdL+8NiUiIs4d+/JRgFeEXgs8QtYwQtYwhMf4A5Dd0MjjGH73VQUGjgUg/OV/dMIDKDjM7ilsIVUuZkhrCqlM19AtVU60ze8cg7h8dz7lGvTfYB4/43/gPD5L7m/Gk/UL48KaBUUxKDuZAeRsGm4MIrZS/XJlOu9nBgYo2/BUSjj40liitHLFISLBayvz+ET7dIV2ZlR7GoxvyyQzXEKCQEqyWEQy8s6+cvLpOglRS2ky2XjtZxEIBMpGQ/pFaFq/K5bnpaaQEqeiaI2gy9h44OF1u5Bd0Cf7ViC9YOP69qGUS1DIJle0m/rS9uMfzse18C7U6C5nhPQuf9fH/l1azkSPNVT7BflfeOLuHx7ImcH/rWgCyAsKZEJ7E3B1feJcxOKy8U7ifU211PJQ5ljBF7wGTWCD0EUjrsJv5ofJsj7PqNpcTkeBSh5ZaLOOlwbMIlilRSWQEy/+6PsXfil0j4+7da7zB/kWMDhv3HFzDm8OvYsqWjxALhEiFvXeqtFqM3HtwjY8lXseFbomZ0enIROIeA3OJUESYQuP9fLvLyXflp1lXeZbVExdxqKmSFWUn2F7nuXbHqPx5foCnvf9YSxU/TLqNEn0Lz5/c0m1kIM0vhLsPrgZgamQqzw+chtlh52RrDQqRhCRtMCqxBLlQjF0k4c38PWgkMmbGpCNAgL9Mzj3poxAIBGypvSReOjO6H8/kTGXKlo94c/hVPHl8ozfYv4gbN0v2f8fwubFEKDTMjc1iXRf7wxsSB1Kib+Ha+Bx+rDxLXruvSO5tKUMp1bcyJiyBm5IHk9/RwKLkoST7BXPrvlUcbKrwLhsoU/LFmBv43cmfWLz/W+5LH81DGeNYtP+bXr+vg00VzI3L8vm99dHHr+V/PuD/wx/+wPjx4xk1apRPwH/27FnsdjujRo3yvpaUlERkZOTfFfA7nZf3P+7jX8fFc9/3Hfz7sDhcfHa0msNdxN++OVXL/P4RPDwukXazjQjNX6+W9fRdnqrV8e7VWby6s8SnOv5qYjqv7Crlq+PV3sA+RC3lo/n9KWo28NrsDLadb2ZuVjhSsRCj1UF2hMYnKANP8Ljgm5OcfWwCNw+KxmBzIBeLOFDuEU8zXghO/RViGvW2butev/wEp38znlh/OSdrdd6Z8HNNBp7popZ+dVY43y0czP7yNs406Bka488LM9L44EAFUqGAlQsGcaymgxUnapGKBcQEKHh/XjZXfn60m/Ddb8Yn8f1pT9X7UGU7r1+ZQWa4BgECDle2cbxah6DLeTxU0c70Tw57z1Nlu5mHf8zn2v4RvHhFP67OjuDdXrzh7xwRi0Qo5IblJ9B1SZi8e6Ccpdf2RyEWIhULSQlWUaOzsKuklSkVhznx8FiC1RLCNFKOVnd4Aiu3u5smQV2nBT+ZhAFRWuL85ay4cSBtZjtu3OzuwWIQYGtRE3+6Ip31vWg2LBkWw7lG3+85PlDB+sXDCFVJul0r9FYH2843+3RZON1uQlQy8hs7uXdUHC4XmO1Obhsay2dHq1l5qha5WMhdI+O4YWAUkz/qPltqdbh4Z38Zr83OQNolQaEQC0gIkJMQ4KtbEKSUkBwU1eUVN06nkyCFhHtGxbO5sKlbAmhmeiitRhtKiYg1i4YQrBR7j2/RkGjSQ9UYbU42n2vixoFRrDhZyy+5dWgMSqmId/aVs6GgkR8LGjn84BjSgz2BtdPpEcHrjRh/BWkhaoIU4n/KddjqcGFxuFBLRYj+SmfC3/0Zdmc3W7+uHChvY3LyP3/u+t/Ff/N90uy0c6qt++/2IhWGNkK6BNZPZU/iuVNbe1x2X2MZLw2+Aq1ETrw6kApD926wm5MGoRBduk5MikjhzV6E+yZHplBv6qSfXyhTI1O5P2MMcQo/hEJPUPbPPt9mhw2ry8mycTchFghpsRp5/exu7zz4mfZ61GLPvfba+ByCpape96HRrPcJ9ruytOgQj2VN4E+nt3d77460EXTaLbw74mq+KjlOk9nApIgkHswYR725E6fbxS3JQ7gtZRifFB3mieyJ3Htorc+57h8QwfLxN3Pj7uXeivao0HhEAiFmpx2tRM7LQ2bxcdEhPik64k0uyERi3hp2FQuSBjPup/cBj5q9SixjZnQ/inTN/Pb4Zh7IGMO96aNwuyFApmBjdQE6uxmby0mIXEWloWehWpPDRpmhjc1VBcyMSWdseCLLSo6jEEmoMeoIlHlcGZ7qPwmd3cLPtedRiaXMjsmguLOFAYGR3HdoDWfaPSNYi1OGYXLYfIJ98Ig73rpvJR+OuoYbdi/j/cIDXJ8wgFBZ76MfwXIVarGMQKniv/L/+H+Vf/e19dd+7v90wL9p0yYKCgpYvXp1t/daWlqQSCRotb4Z/KCgIJqbm7st/9c4c+bM372fffxz6PsO/j2o1Wp2Nol9gv2LrMmr58qMMAROB7m5uZfdjiogBIdUhU4dxek6HWqhE5XQyZOTkjlbr/cJ9scnBVHQaODLY76evM0GG7esPMU3Nw8iUCWlqNnIX3aX0i9UzeJhMTw1KYWbV5zs9tnxAUrELhtn6zp4YnP3VkCA2Rnh3PbtqW6vG6xOipr0uDoa2HauZ2X3SK2c20fEMfPToz7idTKxkB9uHYLbrGNfnY1ntxV7hPLcbhZ/m8vw2AB23zOSt/eVXxBUk7N4WCxlrUa+ulCNFwsFtJvtXPf1CQQCmJISwmtzMtA1VFPd2YkyOJL71hb2KED3fV49949J4L5R8azJq+82gz0s1p/kIBXX/yLYB09V96F1Z9l/3xisDhfz+kcw94ujgCdgq+8wYjHV0ygQoFRc3ks4LkCB29BGbsWlmXmZTIZM0HMlt77TisHq4MqM7nP6WeEaZmeE0aD3547hMZS2GIn2kxMiB2tDGbnVl9SyVWoNTpkKgUzdLXnw+p4yZmeE8dSkZNxuN+0WO26Xm0iVnEfGJXLniFiCVVLUEiGFzSben+cZTfjgYIV3vALgQHk7ZbX1WNq66wH8Lai1/vx0+zA2Fjbxw5kGFBIhd4+KJ1Ijw2y1sfmWbCz1ZeRW2REKhchD45j71Ukq2sysvXUoHx+q4JPrBhCskvLZ0SoMVidauZgHRiewcEg0T2zIZ2tRC8nBKmwOJ6/sLOFPk2NRKpWcOXMGVXAEE5IC2V3aPUB6dWYa9pZqcit7dza4HBqNBoFIgliuoMoI7x6qpr7TyqSkQG7MCcfVUY/V0vsIx69FKBSiCI6gUu9CIZMiFgpw9CLeEaKWUlRUhNnc86zufyv/jfdJbVwUsareLe0CZUrS/EL5fvxCYhRa5BIpZfqek4UAR5uquDo2ix8m38p1u772mVWfFpnKnNhMZv/8GSvG3YS43UCMnx+TIpLZ+QtbOLlIzO9yptBiNnBf+mhmhqfSWlxJ3j9+yD3iHxlGtdtCu82MSCDgUHMlW2uK+PPgWfw5b4fXo97hdpHpH8ZzWZMozi/A3cPFXyQSUantOZk2MSKZsWGJTI5MIcM/jCePb6TGqCNSqeW+9NEoxVLmbP+cNG0ozw6YQv/ASAQCAXfu/45DzZcEaEPkarZMu4Mbdi/rlljJa6/ntbO7uaffKN7I38P1CTlcGz+AenMnYoGQ32SN51hLNUuLDvusZ3U6uPfQWvbPup/dM+7F7LITqdRSrGsG3ITK1Ziddl49s4tXz+xiQngSGQHhfFB4gCJdEx+Nmv9Xz7PN6eDDokOYnXYy/MO4Jj6HCKUGkUCA2WHnu/JcJkQk837hAUaExGJ02LjjwPeeYzm7xxvsA8yMSefG3ct7/Jx2mxmjw+a1mTzSXMXtaSPY0sM4AsCCpMEM9AunrriMSvs/3/Whj3+M//Rr6/9swF9fX8+f/vQnPv/8c2Syf97sVG9kZ2cjEvWJ/Pw7cDqdnDlzpu87+Bsw2py0me3YnW7EQgExfrK/e8a+2Whj6frDvb6/9kw9M/vlEBAxoNdlmgw2ntxcyIqTp72BaUqwimU3DWTT2XqO/sIv+5bB0Ty1ubDHbRltToqaDQyV+3Pb0GhuGhSFRCigtNVIbq2OL28YwIvbiylpMSIWCrg2J4I/XZFOjJ+MmwYr2FTUzJ5fBDVPTkzmeHWHjxidz2faXcSnxhNf3XOV/MGxCTyzubCbUr3V4eLmFac48tAYHtt0gCaDjcr2S231Gwsa2VvWwvGHx/HDmQaajTZ+99M5H6X1uVnh/HDW84DhdsPP55vJrdNx5MGxDEhMpKTVRHFL74HY/vI2rs+J5PPrc9hZ0sKPZxuRiYVcPyCShEAlNTpLt66IixisTsrbjHx5wwA+Oljh47kuFgrIyspCJBJRrbOglIp6dBzIidQSqJQQ6x8J0b6JAVmbGYGgoMdkxebCRh4el8jc7HB+ONOA1eFiVnooIWoZtToLZruTCYmhDInpEihEXhJkre208tXxGpadKEIogIWDo3lpZj+u/uKY1+ZtY0EjB8rb2HbXCN7eV8SuEk8Q8drsDG4fHsPByg7uWZNH5QXLwiExfnxybQ5Pbir0ahFE+8mRqgOQqAMIVUkx2Z243G4CFBLk4r+9NfOhMfHcNiQasVCAUvqL692F49PbnCxamevtNtlZ3MzM9DAWf5vLVZnhLL0mB7FIgFgoYG9ZK0er2hkaG8BdI+MvOBQIqO4wU2USIJWHEhWuIFIjZdmNAby1r4yPDlVitDlJDlbx2uwMxiYGoJX97Y8TJpuTap2VT45VUdTcwdiEQIbFBlDSYiKvvpNDle28e7CS/feNZkDoP94a3aC3cc3XxzlS1cHtw2OZmxXO6rz6bssJBDAlNYSUoJ41Cf4b+W++TxocVgY7olGKpZh6sE1bkjqcp09s4vWhV5KsCabK1IFYIMTh7tkiNUKlJVrtTzSwddqdFOmaqTd3EiJXc7Slipv3rMDidHD9nmUsHXUtUTIlj2VNYHx4EstKT9BuNTEhPJk70kagEEvQ2S1cGZNJpEJDzIDAHj/z7z3uJouRdpuJAKmSCmMHDx1eR6HOk5ycGJHMy0NmeoQMB1/BnO2fE6cOIFCqZMu0Oz1CgQGhvW7f+gulfKlQxJdjb0AukiATiVlZdopAmWdbJocNpVjKvQfXsLexjCilH28On8P6qnyOtVRTZ+r0CfYBWq1Gaoy6XsX/dtWX8PqwOUyMSOJUay1l+hYKOhpZkDSIieFJ3H/4hx7Xc+NmRekJ0v3C2FCdj93tIkKhYU5sFiqx1Oe7P9Fawz39RvFB4QF+rMpHb7fy6tDZRCi01Ju7i77KRGL8pArMTk9AXdDRyB9ytyFAwLErH+LJ45sYHZaAzmbm+QFT+X3uNioN7WgkMq6I7scrZ3b6bM/ldl+wC+yZBnMnARcCfrlITLWpg7vSRnZzI7g7bSTjwhKJUWoRBl0+gd7H/1/+3dfWi5//1/ifDfjz8/NpbW1l3rx53tecTifHjh1jxYoVfPbZZ9jtdjo7O32q/K2trYSEhPzNnycSif7rbqL/a/R9B7+O8jYjxc1G/ryzhEMV7YSopTw0NpGbBkYS6fe3z8a6EfQYyF3EZHOikPb+3VgdTt7YW8byE74tm8UtRuZ/dZyVNw/yqe4DqGVimg3dH/wuUtFmZnxiEOM+OOhVFU8NUbH8pkF8fKiSFTcNxE8hQSz0BD31nRZajTbCNTK+uXkw55s9WgFamYR52REYbQ5uWN69M+Ai2RFaRCIRV/QL5enN57q14KeFqMmt6/5wAR6RvRqdpVsF/SKdFielrSbcbnhtt6+/cIy/giXDY5n/1XGf15sNNjYUNPLAmATEIuFlLeZUUhEGm5Pf/XSOQKWUhYOjsbtcrMmr52Stju9uubzNkcPl5utj1fxcfOmhTiMTE6oUe/8nI7VyVtw0kPlfHfeZmfaTi/n0uhyi/RSIRN2D33Ctx6v+oXX5Pq8Hq6S8eEU/pi09jFwsYka/ECQiIR8dqmREXACZYR7bt95+c1XtZiZ+eMinPf7ZLUUsP1HLljtGMOStvd791FnslLWa+M34JHaVtBLjr+DaAREUNRuZ9dkRn/N6vFrHgm9O8fWNA5nzuafbYeGQaKZ/cpjXrswkt1bH8pM1GG1Ors+J5PEJSfgrJKhl4r8p4Raguvx1rtVkYWPhpY6Fz49V8+3CwdR3Wll3toF1FxJE4RqP8r3LDT+cbWRQtD+/WZ/v81uND1Tw0fz+mO1K0kLV/OmKfjwwJsFrvRmh/fvm9q0OJ9uKW7h+2Qnvud5Y0IifXMy2O0fw3ek6BkX7IxYKOFHbQbS/HP/L+HD/NZxOF58dreJIVQfgGTlafcsQTtTouo1JLL3m4m/yf+9+8t94n/QTKYlTBfDDpFu5cc9yr+c9wDXx/cnyD+e1M7tJ0Qbz2tA5hMrVXJeQwzdl3TuypEIRw0JivefA6nIye/tnyEXibh7sZ9sbaLIYMDpsDAqKAgREKf2QCIWIBEISNYEEyZQMDY79px9zvamTZ05sZlnpCfwkcr4ceyNX7/wCV5cLzq76Es62N/DJ6Gs52VrLkOBonsmZSopfMMJfMecdrfInWuXn1Ub4/cDpSIQivivPZVV5rnc5sUDI+yPnMTUqlUmRKextLOODkfO56+Bqqo0drJm0iOt3Leu2fblIQputuwZNVzptFmZs+wSA7ybewtJzh9kw7XZsTgc1xo4e11GIJEyKTEEqFBGnDkAhljIpIpkms54Wi4EXBk3nmRM/AaC3Wyk3tDEzOp3NNYXsrC/hrgOreWnITJbs/9bnfAK8MHA6he3dR8XcuDE4bOQERaKVyGiyGIjXBPFk9kSCZCpsLicGe3edE7PD7q3g90SKNoQ6k6erYWRoPEPXv8VDmWPZMGUJR5urEAuFTItKI07lT5iyT1PkP5n/9Gvr/2zAP2LECDZs2ODz2tNPP01iYiJ33HEHERERSCQSDh06xPTp0wEoKyujrq6uT7Cvj/9Z6nRmTtbofB6ya3UWnthYwL6yVj69Lsfrwf1rCVJ6guI3f2FDd5EFg6NRSXu/1DR0WvmwBx/6i/umszq4ZUgMmwovtUQ3Gay9CtoBZEdoqOow+1iInb8QoO26eySbzzWxeFgsXx2v5pnN5y74bkOoWsq3C4cwMj6A8Umeammb0cZXx6p4bmoq963tnkW9Y0Ss15ZPJRHx0fxs7l17xqfafTmBOQCj1YlMLOxmeXaRRr2VRoOVTUuGs6GggQa9lasywwlUSrjju9M9Jlw2FzZyx/BYgpVSpqaGsK2o+6hSQqCC4bEBON1uXp+TyYQPD7LtvO9yIoGAULXUW/XuilAA6WEalgyPZVJKMLm1OvqFapibFY5QBC1GO2FaEVKxiGmpoZx9fAJfHq3mXLOB8YlBXJkZRmKgqlcFeY1MzC2DYxiTEMT7B8qp1VkYERfA4Gh/fj7fzNpFQ73uEJFaGfeNjmdglB9xAQoiexGQc7ncrMqtpbzNxMz0UG4aGIVULMTudLPqVC27S1t5eFwib+zx/J4nJAVzvLoDhUTEh/OymZEeikYm4fYteT0mUTrMdk7UdDAi1p8JycGcqtXx7NRU/ryjmBM1OlJDVCy9KQelVER+o8cmr9NiZ1hsAPGBSuxOF0abA5FAiEbu+b8x2RwXrPwcqGUiQlVS/C+jIG9zuHz2zWRzcvOKk/xhehpPTUqmxWAjQCkhI1zD67s9dnSpwSre3FPaLTFV0Wbm/h/O8scZaYSopQQqpcQG/OOV7/pOKwu/OdVNNM/l9jhU2Jxu7vje89vOidQS46dkWKw/6r+jk8DmcFLWZuL9gxXe10w2J4u/zeXNqzJpM9k5VNlGXICSGwdEEROg+Ls+p49/HfEaT+X8o1HXYHc50dksxKr92dNQxuL93+LGzbmOJmwuJyqJjD8NnsnJ1lrO6S7dN8QCIWsn3Uqk8pJNncFhxel2dQv2L9JuM/Pa2d2smXQr06PTaLUYcbhdBEqVSP5FD/cWh6cl/asSTyL3luQhvF+4v1twCh4ru7PtDdidTr4eexNBMhVNZgN2lwupSHRZccIolR8bpixh+tal6O1WhgXHcqqt1ifYB8+IwF0HV3Nyzm9I14by4+TbONlaQ/WFgNzpdvfYTWFy2Hy0FX6JVChCLpLw4+TF/ObojxxqquTbSbewtOgQwTIVg4Ki2VHfXbT1y7E38Fb+XvY3Xuqoe6dgHw9njuO6+By+KjnO+imL+bYslypjBzqbhTeGzWFuXBYfnjtIq9VEp83MoVkP8urZXZxuqyNRHcji1OEca65iXFjPPverK/IYEBiJVCSi3WZCJBBid7m4frcn2bF60iLkIjGWLkKHX5Uc48GMsTzfg6bE4KBoGsx6TA4bH4+6BqVIwoYpi3m7YB+rSk8xPiKJW5OHEq8KILRPlb+Pf5D/2TuaWq0mNTXV5zWlUom/v7/39fnz5/Pyyy/j5+eHWq3mxRdfZODAgX0Bfx//s1R2mPn9tvM9KlNvKGikusP8Nwf8UrGI+0fH8/Xxmm4t6ynBKiYmB/eypgezw3nZDoGzdXqm9wthckowOy5UkT87UsWj45O4/4fuAXi4RsbIuAAWfNO9utNssHGsuoN52REcrmzvZoXXZLAxfelhzjw2npQQj3hOoErKwiExVHWY+H7hYF7aWUJunY5oPwVPT0pmXnYE/hc8wIPUUuo7LaxeNISKVhMdFgfZEVr8FRL8FRI6zN3n7gQCSA5WkRGq5vCF6mNX1DIRKqmYN/eW8eHBCr68YSB59ToitTIe31jo9baP1MqRiDyt2C43jIj1RyIUIFdIeHNOJlM+PuSdLQ9VS3ljTiYioYAvjlURG6BkfnYEJx8ex52r8zhW3YFaJuLmQdHEBSh4ZXYGt63K9dkvhUTE5tuHsaO4mS+OVmNxuJiXHcG8/hGca9ZzrEpHfICCsYlBJAQqUcvE9AvV8PLsDBxOF+IeKvo94aeQMDDKjycmJPHanjK2nGvyOhIEq6QsGhLNPSPj6RemJlQtI/CvWKm1mWysPFnLx9f0p6TFyH1rz6CzONDIxNw+PJb4AAVDY/x4Y08ZEpGAh8clctuqXGZnhPLslBREIiG1OjPHfzFm0pVTtTo+mN+ft/aVsbO4heenpXKiRsfwWH/+MD2Nu1bneZNVfnIxz01N5cODFSwcHM3xGh3nmw0MivIjLVRNgFLM23vLeXd/BTan56F6WloIS6/p32vg7SeXEOOvoLrj0vx5p8XBwz/mIxMLOfLgGAKVUpRSEbcOjeHqL4/x+fUDeGVXSY/bK2kxIhOLaDHa/ur5/bWcazJ4E21d+cvsDJ7cWOjT1XO6rpOpSw+x4+6RTEi6/PWkJ863GDlbr+/2/9egt3Lj8pMkBil5cEwCD47t+UG/j/8MAmVKPjt/hH2N5ShEYtptZp8geExYIvILPuux6gB+nnEXBR2N7KkvJVbtz6SIFKJUfl4vdgA/ifyy7f/BMhVHm6u8Ld5B/wLV/V9Sb9aztEtLd4Z/mDf474ljLVXcmTaSCIWGn2rP8fyprZR0tpLqF8yLg2YyPjyx1/0OkCp4Y9gcVBIZLtx8dr67de1Fviw+yu8GTGVvY5mPAr7tgp1fT970h5uqmBndj80157q9tyh5CB+eO8BPNef4atyN1Bs7Kels4dUzuwiWqfhu4i3srC/xcSMYG5ZIXnu9T7B/kbfy93J1bBbLSk+wr7GMt4dfxfrqAk621vCXs7t4NHM8H4ycx76Gcg5csOd7LHM8O+pLaDDrefDwD3w+5noCZUqeHTCVPfWlnGmv9zoJrKs8y60pQ7h+1zJmxqSzo+48EQot3028ha+Lj3GoqYK700bxVsElgced9SVMjEjmT4Ou4PX8PbRZPYmCq+OyuC99NN+X5bFl2h0MCIwkRKEhSK7k/ZHzcLhcKMQSYtW9a1f00cffwv9swP9r+O1vf4tQKOTBBx/EZrMxZswYnn/++X/3bvXRx78Ep8uFwer08Tn/JbU6CyqpgZ/PN2N1OJmSGkK0n4IgVe8P+c0GK1aHk533jOTd/WWsPdOARCTk1iEx3D0yjhh/BR0mm/fhPlApQSq+VBlRSkRoZGL0vfjOxwTIOVLZzh3DY7m2fyRrztRjc7pICVbxxpxMfr+tyGu3NyTGj8+uG8DzW4s428txFjQaGJMQyHNbehbGsTldrMqt4+6RcdicLkLVMo/NmVpGeqiGEfEBuFxuxCIh4Rpf7QONTMKtQ2NZ8M1JKtrNqKQi/ryjmJdnpfPyzH7cvaZ7guKuEXEEKSV8fsMAJnxw0KeSLhEJ+GBef97c62nltzhcvLSjmKuzw/n2dB3PTU0hr17PVZlhtJrs6Cx2AhVSVDIRx6s7+M2GfEbFBTImMZCdd4/ip3ON5NZ2cu/oeG5ecZLS1ksdEs9tOcfKBYNZd9sQ9FYnlW0mGvRWjlS2MyYxkO9vGcxbe8s5Xa8jLkDJ0mv68/SmQvaWX9I7eGlHMZ8freKLGwbw1t4yHC43apmIzbcPZ1RcoLeS/2uD/a5IxSK+OVXrkxxqMdp4fU8Zb+8r59yTE39VMCoQCLgqK5zj1R18cuSSxaLe6uDNvWW0mWw8OiGJ8UlBPDo+iXf2ldFqsjE2Icg7diAReSzo2s12BALwl0sw2Z3eDo2kIBXP/HSOn841cW1OBD+f9ySqnp+WxtVfHfc5Bp3FwaMbClh+00Be2VVCiErGW/s83QWZYWpWLRzMpORgxiQE8emRSjYVNrGtqJl5Xx1n05LhhPXgcR/pJ+fNqzK55qvuQcK01BAi/eQEq2TeZdtM9l67Sy7Sbrb1WGH8NdgcTuo6rRhsDpQSEWFqGYYe/t8DFBLUMlG3ER7wjKQ8vC6fbXeNIFQtw2xz0GS04XC50UjFhPZwHsDTPfG7n4pIDVYyKTmYrT10upS1mkgK+tcHcn38Y2ilcl4YOJ2RG9/tNsuvEku5IXGAz/U4UulHpNKPKZGpv9yUl3CFhkXJQ/msuHugOy4skVNttcSrA5Fcxt7un43JYfOpErfbzIQrND0G1ADhCi39AyJ4t/AAXxQf5ZGs8cSo/LC7XAgEsLuhlNkx6chEkm7r2l0uFuz9hiHB0bw+7CoazL0/H1Qa2/GTyhkXlsj7hQe8ry8rPcH96WN48XR3b/o99SW8NWIu/lIF35WfxuF2oRBJuC11GIMCo7jjwPe4cfPG2T18OHIeN+/12NK1WI18XHSI7yYu5LFjG7yq+renDufZk1t63cflpSeZEpmCVizny+LjrCi7NIr3ypldtFpNWJ0Ovis/zZyYTKKC/AiWq4hW+fFQxljOttdTom9BKhQxNCSG+zPGYHbYOdFSzcyYdF4+vZP3R87j2/JcNlQV4C+V83DGWN4cPpfjrVWoxDJEQiEfnzuEwWFFKhRR3NnCbclDidMEopXIiFb5U2VoQyuWo5ZI2VZ7nokRyQAEy9UEy3tX6u+jj7+X/1MB/7JlvjNGMpmM559/vi/I7+P/BCKhEJlY2KsX9yPjEjlVp+OqL451ebWQGwdG8pvxSSgknlnsi9Vst9tNfoOeW1aeIreuE6lIyOJhMaxfPIx2s50PD1ZgsDk416Qnr66TY9UdRGrljIgLINZfQdQFL+0IrZxHxyfy+y4+8hdJDFJidbp4anMhK24exKbCJpKDlYgEAn77UyGLhsSw/a4R1OgsqKRiipsNFDTq2VfWXUn8IsnBKjqtDkpaexeyO1Wr47EN+ZS0GHllVgYBCglWp4sQlRSNXHzZWeJofwXf3zKEer2Vep2ZWH8lRrsTm9PF97cM5vfbzpPfoCfGX8HD4xLICFWjszjoF6rhwANj2F/Wyp6yVqL9FIyIC+DtfeUcrLjkgGB3uQhUSJiaGoJUJEQuEfHCtvPU6S2MiA1gVkYY+4taUUvFvLu/gnf3VxCilrL7nlHMy45gckowL24v9gn2wfObuGnFSXbfM4o9ZS1khWv58FAlFW0mpqWF8MSEJB4em0BcoIKjVR2UtBh9gv2LNOitrMmr56qscE7V6rhvVDytRjtnGzpRScUIBQJ+OtfImXo9szJCGRjlR9Sv0I6I0Mr4w/Q0HtvQ3UbqsQlJhKpl6C12Gg022s12tDKxtwX9Ii0GK27czM4IY9S7+3v8nGUnanhiYjJLhsZw79o8ajosBCgkTEq5VFkOVct4dkoKLUYbo+ID6bQ6kIqFuN1unt1SxKIh0Uz92CNkaXe60cpFjI4P5EBFW6/dLO8dqGBKSjA5kX7egD+/0cCzW4oI08j46lg1f5iRRoy/go8OVXKyRketztJjwA8wOTmYLXcM59ENBeQ36AlUSnh4bCJLhsd6g33wjE1khmuQiIRIRUJvF8EvidTK8ZN3Dxj+Go16K+8fKOfNvWUYbU4kIgE3D4zm0QlJ3bQl0sPUHK/u3Sovr74Tk81BVbuTP/58nmUnarE5XWSFa3h7bhZDY7q3/HdaHOwvb+XxCYlckxPJzpIWn3EbgIwwNQOiPPOxle0mOi0OhAIBAQpJr6Mhffx7SPcPY93kW7n74Bqv6Fq6XxhfjbuRuL+jGqqSyHhh0HQQwFfFx3C4XQgQMCsmnTtSR3DTnuV8NOoawi/TGv/PRiWW+rSGryw7xeLUYTxxbGOPyy9JHYbT7WJd5RneHjGX3xxdT8kFoTylWMrjWRMYFBRNgqa7oGCATMG4sET2NpYhF4oZGhzDz3Xd78UAU6PSEAtFBMlVPJgxhl0XXAu21hYxKSKF3+VM5d3CfehsFkQCIfPisniq/2ReydtJvCaQvTPvo9rYgUAgYHXFaW+wD7C9rhid3eodEwD4tjyXc7omXhg4nX5+YchFYqQiUa+JD/AIBfpJ5NycNIirdnzR7f1lpSdYMf5mlpWeIFShIVYdwB3+YQCUdbZSY+rggcPrfNYZFRrPhyPnM2f7Z1QZdVQZ23l35DzmxmYTpdLy3Imt3HVoDesm38bt+79jcHA0n4y5FrFASIRSi0okpcNmJkSmQiQUcrKlhgNN5awqywWgYN4TCPEkqupMOjqsZoQCIUFyJSF9wX8f/yT+TwX8ffTxf50IjYzZGWHdLMjUMhGj4gO59uvuFcGVp+oYFhvArpIW+oWoeHRiMhKhEJ3ZRrPRxsPjElmf38j6/AY+OlTJR4cqWblgEK1GTwVm3pfHOddk8G5PJhay/KaBjBIKiNDKkYg8XuY6i4P3DpR7H8aHxvjzztVZXPf1cXQWBzcsP8FvxiUxv38ETQYrk1NCCNNI+fhQpffBP1Qt5a2rMnliYhJPbuqu4h+ilhKqlmJxuEgLUXOsl7bstBA1LUYrr87OpMNs55MjVdR1WhgS7c+czDCSg1WXHX1QSkSEqKS4XG6uW37C21WRFa7h5ZnphKilnKjR8eWxap6flsqZhk5i/OWYbU70VidzMsJ5eVcJL27vPr9448BIBkT5sTavHpFQwF+6CPkdr9bxxbFqVi4YTKvRRkqwiuIWI80GGwu/OcWWO4Zjd7n54UxDt+2Cx2rvRE0HKomYuV0SPydqdGwpamZeVjhv7S+n2WDrNTAEWJ/fwHtXZ3PjwCie31rkPf7+EVr+dEU/4oOUHK3uYM7nx0gJVrHtrhHE/ZW5cJlYxKIhMUT7KXjmp0JKW03EBih4fmoqszPC0FsdPL2pkOUna7wJrUnJQXx2/QDUYiG1ehv7yltpN9mZkBTUqx2by+3Re9hR0sJH8/uz5VwTd46IIy7ANykxLDaAXaUtzPj0CI16z6hEdoSGT6/NISFAyYNjE3h2SxE7S1r4buFgDla0cbqu9+pZQaOeJcNifNpXwTNq8+3CwXx8qJInNhayetEQvs2to91sp6LNyKBovx6356eQMC0tlB2RfpjsTsRCAREaWTdxxFC1jDeuzGDFqVpuHRrD0sPd9TSmpAQTqpb9zQJ9ZpuTN/aU+vxG7U43y0/W8MCYeO4cEcfHXfQ79FYHgcrekwoKiQiHC+Z+cYSCxkvXlLMNeqZ8fIjd94xibGKQzzoigYCfbh/O+vxGCpv0rF00lDf3lrKzpBWVVMQtQ6J5cmIyWpmIPaUtPLQun7x6TyA5PimIt6/KJCtc4/VV7+Pfi1oiY1ZMBkeujKbVakQsEBIkV112Vv2vEaHU8pchs7k/fTSlna2IhUJ21Zdw057l3NtvFFOjeu8Q+FcQrtBwZ9pI3inYB8Dptjru7jeS6xJy+K78tHc5kUDIx6OuIdUvlPz2Bp4bOI2Fe79BLBByZ9oI/KUKzumaePH0dvr5h/YS8Ct5Zehspm75mLfy9/BMzhR21Bd36+YJkatJ04bwadFhZkT3Y1hIHHNjs1hXdRaAJ49vZEZUP1aMX0CIXIUQAVtqzzFly0d8NuZ6dtWXsLW2iBdyt/V4zG7cdNjMDA6Kps50Kanrdnus9n5/aitba4u4M20EkyNT+KGyZ1XyaVFpDA2O5r5DP2B1du8isjodOF0u4tWBxKsDUYiltFiM1Js62d9YhssNP05ezPuF+9l2IfFxsKmCZaUn2HXFveS115PXXo/OaqHc0MpvT2wmv8NzP73rwGo+GDmfE6017KkvZV58Nm1WE1X2dlK0IdhcDmZs+wT9BXG/+/qNZmHyYN7O30eQXElOYCQPH/nRayk5IDCSz8dcT1ZABKK+608f/yACd08GnX38apxOJ7m5uQwYMOA/Wp3xf5m+7+DX02mxU9pqYu4Xx3zme68fEIlEKGD5ydoe18uJ9ARqIgFo5RIcLjcrTtSw9oLa93U5EVyZGc6d3+dR3WFmZFwAb8zJ5NXdJT0Gl0qpiEMPjCE74pLqrMnmoL7TQlGzEYfLzdl6PQ16C9P7hWKxu4gLUCAWgkoq5kSNjptWnEQqErL97hE0XAi4DFYnnx+t4vlpqaw728DHhyq9gV1qiIo3r8rCZHMgEghQy8RMW9rdTlAhEbF60RA0MhEHK9p56heJAz+5mE23D2d4bACiX4jNme1OSlqMvLSjmBsHRnHX6jxvMNiVF2f0Y0tRE/vL23h5VjqDo/1QS0WM/+CQZ6Rg4WD+sK3IJ6gBj1/9utuGcvu3p3lhRhpXfn60R+G44bH+LBgcTavR5tM5kf/4BCQiAakv7+q+0gX+PLMfa87Ueyutr8xKRyER8cHBCqL95WSHa6nrtOB2w3en63rcRoRWxsYlwxj5zoFuiQG5WMi624ZhsTvQysWeirzJxi1DYlBeRtyxKw16CzaHC4lISIRWjtHq4KEfz/L50epuyw6N8ePtuVmM/+CgN5m07rahPgmNX/Lj4qFc9fkxREIB624dyox+oT7ftc3uZEdpC7M+PdptXa1czNEHx6KVi3l0Qz4DIrVMSw3ldH0n+Q16n+C3KwOj/Lh7ZBz1nZZu3S7fLhzM9ctOADArPZRofwUfH6rk5CNj8VdIqOu0UtluJtZfQbhGRoRW9qvPJYDObGdnSQtWh4sDFW18frQa84UkwXU5ETw3LY0orRzVZYTsdGY7dZ0WfjrXhMXuYka/EPwVEvq/vqdbV8Po+EBGxgcQqpailIhYeriK6g4zA6K0vDEnkyFv7evmdAEee8xB0X7ec/FLBkX58dMdw32ScY16Cz+caSBcK8fhcmG1u2g32wjXyEkOVvHhwXKempRCu9nOiHf2d0sEBSolHHxgDKkh/92Vtr775OVpthhYV3kWf6kCp9uFyWG7EBQGkKj923Uj/lG6qvS73G6EAgGvDb2SCeFJHGoox0+uZHhoHOFyDTKRmFJ9C+02My0WI2aHna9KjtNg7mRYcCxz47L4tOgwLw2ZRdIvjqXDZqbFbMSFi5VlpxgcFI1cJOGhI+u8goeTIpL546ArONtez10HV5MdEMHGqbcjEQop0jXxadERXLiZF5dNu83M08c202q71EEnF4nZMu1O1BIZQ9a/2ePxZgdEsCRlGFkB4UzbthSX241IIGTT1CVct2sZnXaPVo1aLOP7Sbdw9Y4vfMYeAFK0wWyaejs6m4WhG97q8XOkQhHfTbyFOHUA/QMjaTB1ct+htd7ExcVl3hs5jw1V+Wyo9iQfAmVKfpp2O8M3vAPAk9mTmBiR5HUY6MojmeMYFhLLW/l7uTY+hzCFhuLOFtxuF9cnDqTTZkEtlnGwqZy7D61BK5GzfPxNzN3xRbdEi1os49Tc35CoCer2OX38Z/Dvvrb+2s/vq/D30cf/IbRyCSlBKrbfNYIDFW1sP99CXKCCxUNjuKeH+fKLtBht6Cx2Wo12EoKU3L06z8cL/oODlazPb+TDa/pz5WdHOV3fiVYu7tZJcBGTzcnpuk6fgF8pFRMfoCCvtp35y3K9r6/KrWPD4qHUdVqIC1BwuKqdULXMK4KX36DnlV0lXs9xgOlLD7P59uEsHBxNXacFkUCA3urA5Xazq6SFxycmo5WLWXptfx5dX+DVD4gNUPDGnEx2Fjdx48Bonvmpu9CQzuLgsQ0FrFowqJto2uHKdqYtPUy4Rsak5OAeg32Adw+U89IV/dhf3oZQAImBSmZ+etQbHN+7Jo9PrxvAieoOVufVI5cIeWZKCllhGgw2Bzqrg/wGfa9We0eqOvjtlJRur1sdLgKVcvqFqn26LroyMi7Q21lw69AYanUW3tnvEUgqazVx/+gE7vj+NK9fmdlrwH/DgCh2FLf02AVgcbhYe6YekdDTSfHExkKuHxDB1NRQkoL/+i2p2WDF5nAhEgq87ggNBitfH6/pcflj1TqaDDafALK42Uj/CK23ktuVtBA1lW1mhsT4sWRYLDani/I2EwkBl6wDq3UWXtres8Bdp8XB+oJGfjMukaXX9Keg0cCo9w5gdTjZuGQ4b+0r69ZSDnDfqHjiAhX8fpuvtkSkVo6+i2VjWZuJoTH+jIzzRy4WMX3pEYpbLj1cj4gLYOk1/UkIVF42QO+Kn0LC1dkR1OksDIvx577R8ZhsLlRSIWKHhfjAy1vUtZtsvH+ggue2Xtr33205x7U5Ebw1J5M7V+f5LK+Uiui0OHhtdylpIWoWDo4mQitDLBRwqlbHj7cNYf5Xx7E6Lp2ngVFabhgY6dMR8EtO1uq6JReaDTZW5daxt8xTNYvQynh2Sirbi1t4c28ZU1NDsDpc/GlHcY9dH20mO2vy6nlqUvLfZJ3Yx78Hvc1KjamD78pPU2/ScWVMJgOCoohS9dwJA+Byu/i+/DQPXPB9l4vESIViOu0WIpVaDs5+kBiV//+nI/AQodTy1vC5/DZnCm1WEyqxlBC5miCpAlF9O+nx6YhEIupNnSwrPM7rZ/dwVWwmIQo1L+dd8oI/2VrLstITrJywgDJ9KzKRmGiVPzqbmTPt9fz+5DYKdY0MDo7mt/0n4ydV8F7+fn6XM4UgmQq728n+xnLmbP+MFwbOIM0vhDPt9fxUU8gdaSMIU2gYG5aIGzdl+lYGrHvDK3B4kTCFhnh1ICqxhAVJg1le6puwEwmEPDtgKk8e28iAoEi+m3gLjx3dQP/ACNZVnvUG++BxVfhj7s+smXQr7xbsZ1tdEXKRhJsSB/JY9gQSNIE0mg2kakM439ldr+OW5CEMDIwkWh2Ay+3i65ITPsE+gM3l5J6Da1g/ZTEbqwu93Qcmx6Xr8KdFRxgf3l3kUygQMCUylfO6Zq6Nz+HjokNUGTvoHxDBw5njKNe3IrkwFnHv4bUA3JQ4kKVFh3vUSDE4rKwsPcXTOZN+ldViH330Rl/A30cf/8dQy8WkyNWkhKi5dajHP9jtdnNlZjjbu3ipd2VUfABRfnJWnKylf4TWJ9i/SI3OwqGKdsYlBtFksOJ0uXus0oFnhKA3AbD0QBnDY/05UtWBQAA/3jaU7cUtvHeggka9lRh/BS9MT2X9bUNZsPIUHxys4IXp/bh11SlvAOxyw4xPjvDKrHRGxgVQ2W7mfLPBO4JwsX38liHRTE0NodlgQyiAMw163t5XxptzMjlZq+t1/w9XtqO3+gYWdToLS77LxelyE+Ov4HxzzwE1eOaaNXIxAoHH9s3mdFHUZfk2k515Xx5jbGIgz09LITFIxV92lbBRKuL+MQk8MCYBf/nlM8lyscgnqPdXSAhUSgnTyHjv6mymLj3ULWEwISkIuUSI8ULQNL9/hE8l3OZ0sbuklZsGRtFqtDErPdTHLhE8ugs3DIzk9u9O0xsnajqYkhJChFaOzeli2YlajlXr+PmukUT1MjOtt9o5WaMjt7aTpGAVNqeLCI2MaH9Phb+3Fn3wJAk0MjG6C4Hz63tK+eKGAd6OlItEaGW8eVUm55sN3Dwwmpd2lFDdYSZQKeHxCUncOjSGMI0ci8PVY7LgIgcr2kgKVLDpXBODo/354oYBPLY+n5Wnavjh1qEsWpnrdbSQijzJnCExftz/w1niApQMjfGnpMVIQaOBP13Rj1W5l5IZWeEaDFYnX984iNmfHfUG+ynBKu4YEUt8oJLiFiP+cjFtZjsWhwu5WEikVt6tI+WX/HJe3VM5OA9h3VuBu1LcYvQG+6khKpKDVTTqrXx/up6RcYFkhmt8xEJP1+m4eVAUSw9XUtRsoF5vYXxSEEsPV1LcYmRItB/HHhpHXr2O49U6pqSGEOuv4MF1ZxmT0Pu+aGRin2Osajcz/ZPDXncK8NgB3rv2DF/fOJDtxc1kRWhA4Pmf7o09pa3cNzoe7d+hYdDHvx6Hy0mdqROr08HO+mLuPbTW+94n54+Q5hfClml39qp4XmfS8+Lp7d6/LU6Ht3pcZ+rkbHv9//eAHzwihVqpHIPdSrvNjNXlwOy0Y7N5rh0tFiP3HFzNhuoCBAiYF9+f2T9/1m07RoeNP+b+zJ+HzORQUyVzYzVsqMpn0b5VADzdfzKZ/mG8dHoHDWY9w0JiCZKreObEZk62Xur6+7joEAuThvC7kz/x6fkjzI/vT6BMiUAgQICAeHUgh698iCePbWBr7XkkQiELkgbzTM4UYtT+ALw6dDaTI1J49cwuGi16hofEcm+/0Xxw7gDlhjbKDW2UdLayYcpihAIh1+362udYAmVK+gdGcrqtjrv6jeTVobOQiyQEypQEyDz39Qillk1Tb+eaXV9xus2TlA6RqVmSNowHM8YQpvAUGupNet7M39PjuXe6XexrLGN4SCyHmysZF5bI7i4Wga02Iz3dccaFJdJuM1PQ0cAnXRwPjrVUc/OeFXwwcj7x6kD2NJR6n4FS/ULYWNNdm+YiuxtKeDhzHCrJP8chpY//m/QF/H300QcCgYArM8J4cft5mn/hty4TC1k8LJY2o52cCC1belC5vsiWc01MSwshTC3D4nAR5Sf3SQ4EKCS8NLMfAUopLQYrW841kRGmIdpP7lVwFzhtfHpdDk0GGxqZiK9P1PDe/grvNqo7zCz+9jTvXp3FdwsH43S5EQsFHLh/NL/fWsTxGh1RfnKemphMlJ+CXaUtDIryZ17/CLRyCTUdZhr1VkQCj8BeXICSuAAlTqeLDQWNTE0J4aNDlQzpZTb6Ir9MWLSZbd4ug7pOC4mXUf0OVkkx2pz8cUY/Yv0VNBl67gTotDhwuODar4/z4fz+7Cxp4eYVpxCLBNw2NIbVi4aw5NtcbyB7kSExfgQqJSw/cSlQfHlmOpFaT0V8WKw/e+8dzW/W53OsuoNApYQHxySQHqahRmdGIxPjcLlpNdq6JT3e2lfGExOTiPFXcPfIeK4fEMXyEzWY7E6uy4lkVHwA24qaiNDIkYmEzMkMQywSsqu4hR0lLbjcnqr1Ly3SzjUZOFPf2WvAv7+sDYfbzZaiJrauv/QbnJQcxEfX5KCVi+i09CyIF6ySYehS+W3QW7lrdR5/uqIfIWop55oM+CskaKQiFBIhVofLRwOizWTn6c3nON9s5PU5mdicTuICFL06QcQFKPjgUCU7ilv4/Gg1Mf4Klt00EIvDxRu7S3h7biZyiQirw4W/XExysAqlVMTLs9L5qbCJynYzi4fFMj4piCOV7dw7OoGtRS0IBfCbcUmcre+kQW/xJokeGptA/0gtb+wpI79BT6RWzuMTk4jzVzD/6+MEKqQ8NSmZhYOje1Wz/3uxO128t7+CpCAlr8zOoLrdTF59J0Nj/Hlhehpr8uq5PieS5xqKGJMQyN0j45CJRYRrZHy7cDCNegtauYSx719S/T5c2c7Sw1VsXDIMtdSAyeak2WjjcFU7r8/J5KUdxT0Kj947Kt5HxPBQZZtPsN+V1/eUcueIONRSEQqxxzmgt2UjtDLk4r7q2n8azguBfpvVRLVRR7Bc6RPsX6RI18yf83bw5rCrkIu7J22sTjuNZj0TwpPoHxiJ3m7hx6p82qweYdPTbXVcEZ3+Lz+eX+J2uynubOG5k1v4ofIMQoGAGxIH8ni/sQDUGnXelvMETSBn2uu7aYBc5FhLNRaHg+/LTzMwMNIrTHdn2gjMTjsLLqjjA5xorWFZyQm+mXAzdx743qvcX2loJ9M/jK/H3UiAVEmrxYhWIkN8wcFALBSRFRDON+MXoLNbEAg8toYK8aVANUyh4ZaUIUyOTOFUaw0/1xWzYO8KdDYLc2OzuDFxICKhEKFAQKBMSYRS452Rvz99DGPDEviy5Bh7G0oZEBjJAxljiVUFoJFeum90Wi1IRSLWTFqE0+3G6XZRaWgnt7WWA40VDA6OJkblj9Vpp8liQICgx/PWaNYTIFMgEgh5fuA0rtvlK/x9sKmC6VFplOlbuTouG6VYikwoIlrpx6fnu497Afz+1FY2T7udc7pL3Y/NFiNRSj9qjD0LliZpgpD+f3SJ6ON/k76Av48++gAgPlDJvvtG88TGAjYWNOJyw8i4AJ6clMyfd5Tw0NgEbE4XSknvNx6VTMSEpCDiApSEqiS8Oiudm785BXiq+stvHsRTmwo4U38pUApUSvj5rpEMiNRSrbPy7Xkj/cI8mrUBChWlLaZunxOplROqllHZbmZHcTPBKhnX9I/gzhFxvB2uQSUVE+2vwOly0y9MjcXu5KNDlby1t8xrDzglJZjHJyZjc7hIDlEjEgm5fXgsZ+r1/H5bEXeNHNvrcfYLVXvbyQFajTaMXSr+Ve3mC57wEtpM9m7r3zc6nkGRWuZkhBGglOK+sM1fttk/MDqBZzYX8uE1/blnzRmfavQTGwvpH6Hl/XnZLLhwjsEzI//WVVmsOFmNzuIgNUTFn2emMz4pyGuHJxEKGBCpZdPtwzHZnIiEoJWJWJVbz4qTtbw5J5N71+ah6OW7fnVXKWqZiLzHxhOlVXB1djh7S1t4but5lp2o4fdTU5iXHUGHxcGavHqKWzpZMiyWv1yZwem6TsK1cr4/XcfmQt+Rj83nGpnRL7Tb59V3Wsit62RfeVs3W7WdJa3c9X0eH87r7/2tdSUrXEN1h7lb4qKq3cyHBytYuWAg/ULVLP42l8cmJNNhdvDH7T2rVH95vJqnJiXTarDx1KRkn/N+EZFQwLS0UN7df8knurrDTJPBxvNbizjXZODn4lYEAo+gnMPl5tr+4SweFsecL4562/2Xn/Qkhr66cSAnazqYlx3OVVnh/GV3CT+fb+HrGwcQF6Dgt5NTyAzXsKO4xdvOXtdp4ZEf87llcDQPjUnkrX1lPL6xgLpOC3+YnvarW/1/DXanG5vTxbtXZ7No1SmfhKFUJGTZTQORiQQsGhLNsNgAHlx31vs/MSYhkPfnZTPine6OCTaniztXn2btoqGcbejEZHNy36h4tp9v5t2rs3lw3Vmf73R4rD93jYxDcuE3XqezsP18zx1LAKfrOnljTiYpwSqi/RU8PC6RW1fl9rjs3SPjfaxE+/j3U23o4Ivio3xUdIhEdSAPZ47r0ev9Il+VHOexrAndZtgB/CQKjlz5ED9UnGFvYxnBcjWfj7me87pmnji+kXS/sH/lofRKuaGNkRvfuaRK74avS46ztbaI41c+xOHmCu+yv2bYxOy0EyxXUaJvpdNuQSgQMCc2s8euAIPDyst5O7k9dYTXbi8nMAI38ODhdXTYzKT5hfBQxjiujssitItoop9MgZ/MV+TU5nRQb9ZTesE9IE4dQIImiFnRYiRCESnaYMr0rSze/y1Gh827b28Mu4oxm95jSmQKYQo11+++FHQXdDTybflptky7g0mRKTSbDZTpW6k3d/JK3i7K9K2snLCAuw6u9grhAWglcrZMvwM/sZxt0++izWpCIZJQZmjl1bxdXveHwUEx7KovYf+s+wmQKmi1+jr7vJ2/lz0z7+NUay2fnj+CzmZhTmwGLVZjr4mXJosBg93GuLBL4wAry07x25zJHGmu6nGde9JHI+nT3ejjH6Qv4O+jjz68pIao+frGQTTqLdicbjYVNnLPmjzqO60sHBzFsWodNwyM5EBFz7Z3Nw6IIi1ETVygp7VuRnoo398ymCc3FXJlRhgfHCj3CfbBUz2d8clhDj4whsJGAw16K6/uLsVkc+KvkHDvqHhmpofywA+eOTutXMxn1+dw1+o8qtovBcCv7CphzaIhBKukBF2wHRMJBQQoxLx8qIKXd/rOXG8vbqHRYOW3k1MIVEoJVEmJ8lPQarTjcsOG/AYeGJPgE7gBiIUCPpyf7a0k2hxOlp2oQYDHVqzwgtDe81vP8dWNA3nghzPeyr9IKODuEXEsGRZLtP+lB6IwjYxPr8th8keHfPzQ/RQS+oVp2FnS4hPsXySvvhOrw8VtQ2M4Wt3BuMQg7h8dT3KQkvgAJQ+PTUImFhKm8VQ/mg1W8hv1vLe/Ap3FzvU5kUzvF+q1xbthQBTjk4I429DJzntGYXe6CFBIaDd3T1rE+CmQCISUtZo4XadDJhbyyXU5nKrpQKOQcKZBz4JvTjE0xp9npqTwyeEq9pe3EqCQ8tDYBB4bn8T0pYd8thmt7dmeT2dxkB2h7VFTAWBXaQtvz83sNmIwMMqPL24YwKJvTnZbRyCAP83sh9Xh4o095bwyK4M5nx/lnauzMFh77hRwu6G8zURKiCdIvG90PB8erPBWm9UyEW/PzeKjLq9dRCoS+iR03G5wXOgSuSYniuuXn+g2299itPHsT+e4bWgMj4xL5KF1+Zys1SEQQGKQildnZfCXPSWcazKQGqzmd1NSON9s5JVdnt/61ydq2LhkGG/vL8Pthnf3l3Pv6HiSugT8LUYr7SbPb95fIfb+Vn4tSqmIu0fF8eTGwm7dQTanizu/P83xh8cSoJQy/oODPu9f0z+Cc00GzPaez3dFmxmLw0l8gJInNhXw9lVZjH7vALPSw/jxtqGcruuk3WxnSIw/zQYr9Z0W4gOV1OnMHKhoIzWk9y6bcI2MGD+59/9wYnIQtw2L4Ysuwo9CAbw6O4OEwL9uG9nH/x8Mdis1Rh2L9n7DybZaZkT14+GMcRR3NqO3dx81u4jV6cDouPT7dLvdVBra2VBdwO76EmLV/kyLSqNA18j6qrOsrzrLo1nj2TnjbhL+DYJpdqeTpecO9WhB12jWs6n6HP7SSxoy5YY2sgLCe93e4KBoinTNzIhO86rXp2iDyWurY1Z0Otck5KAQSTjdVsfnxUdpNOs52FTBo1njvdt4dsA0HjnyI3HqAD7JuZZWq4lak46jzVVkBkSgEksJVXQXt7Q47OysL+GG3csYG5bI4tRhPLpzPXnt9QgQ8LucyTRbDLx2drd3HZfbzbrKs9QZdXw17kaECLh211fdtu10u1iy/zt2z7yHlaWnCJaruOvgasAjrPen09t9gn2ATruFOT9/zvLxN3PFtk+8wXmmfzifj72eOw58hxAhEyOSmRndjzhNIGaHjbWTbmXh3m/Q261Mjkjhj4NmUG3sQCWR8kT2RD45f5j3Cw/yUUBEr98DgFosJVrlzzVx/VldmUeFoY1Gs57708fwfuEB7/5IhSKWjr62T7Cvj38KfQF/H3304YNWLkYrV9NksOAnF3vbXN/aV87z01LptDiYmhrCz+d9K63TU0MQCwWcazagkIoIVcsIUEiZ3z+SUfGBtJvsZL++u8fPbDbYqGgz8c3JGlblXhKC6zDbeWlHMQ+NTeCGAZGsyq3j1iExvLOv3CfYHxrjz3PTUjle3cGqU7UMjvFndnoYWrkIi8PNa7vLevzcM/V6hAIBLSYbgSpP26FWJiYxSMkffi7m3auzWHHzIN7cW0qdzsqIOH+empRCVBd7srpOK89uOUeYRsbrV2Zy04qTmO1OChoNPLTuLE9N9FRgnS43IWopKqmIYFX3WbwhMX6cfGQc7x0o51BFO7H+CmL95UxMCuKLY93V5y+y4mQtn1+fg0wsxF8uQXahKh/p51sRaDXaeHbLOZYevlRF2FHcQlyAgt33jCIuUIlGLkYjV3sVyW0OJ9/fMthHUBA8v5Efbh3Kn3eW8MHBCu/rcrGQn+8aSX2nhYd/zMdPLubJScnM/eKYN5HRZLBx79ozzOwXytrbhnHHd6e9QexVWT0/sEpFAiyOnoPCi3RY7Dw/LZW7R8WjtzhQy8QUNRlYtPIUL8/O4O195WwtasLt9sy7vzU3k5QgJcdqPPPkLUYbDXorkr9if6SVS4jUyClvNzEnI4zrB0RyrtGARiYmLkDBU5vPeQXiutKbjaFKKsLmdNFp6W4hBR4huj/OSONARTsnaz0tn/OzIthT1sqDP5z1WW7Jd6d5floqV2WG82O+pw22usNMkFJKi9GGw+WmxWAjKUiF0+WmpMVIRbsJp8uNWirGZHPQ2GkhLUyD7G+oaAcppb1aXOosDqo6LLyzr/v/YIy/wqsX0Rt2p5vVeXUcruxAd0Gr4cf8Bn7MbyAzXINKKuKTw5XoLA5W3jyIkfFQ0mKixWhjaIw/EpGgR5HExyYk+YzdxPgreXFGPx4ck8DeslbkYhFjEgIJ08gIVPbNzv4n4HK7ONBQTqPVgBvYNPV2NlQX8LuTP5GsDeKW5CG8U9C9WwRgWHAsuW21JGuDUYqlnG1vYPxP76OzXUoSvF94kI9HXUOnzcLuhlJeP7uH6VH9EF+4JrjdbkwOO1KRCMm/uMW63Wbytuv/EgEC8trreDx7IjOi0thWdx6X282GqgIeyhjL2xfs/C6iEEl4dsBUznU0squ+lJzASCIUHn/4yZGp1Jn0PHxkHZ02K6PD4vlo1Hw+KTrC5ppC3Hja8J8fMI1TrTVcH59DdlAEt+5b5XPu0v3C+Gj0fPbUlzAhwiNwKROK0EjlVBnbmbfzSxYlDWZJ2nBeP7OH6xIGMDMmndUVeWQEhHPnge97PNajLdVEKrU0mvXYXD1fK6qM7bRYjJ79PLXV+/qI0FheObOzx3VarEZarUYUYgmmC4mg/I4G7jm4hvdHzEcqEjFt68dILgTdo0LjmRGVxum5j9FuNZHf3sDUrR97k0hKsZQ/DJxOtNIPmUiMWizD4PAdERILhDyYMRaNVI7ebuVPA6YzNz6L509u5dUzu3h+wFROz32Uwo5GFCIJGQHhhCs0KHoYQ+mjj7+VvoC/jz766JFQtZyZ6aEsvaY/z13wUl96uJLXZ2cQpZVzx/BY1p6pRyCAq7MjaOi0cv8PZ1m5YBAFjXqflvcIrZwWo61XVXnwCNntLeu5c+DjQ5WsuHkQq3LrGJ8UxLsHLlXdU0NU/HZyCjcsO+ENHlbl1vHsT+dYcfMgIjVSrwp/T1S2m+gfeakd0eV289LMdG5afoK39pbxybU5zMuORCEWcq7ZwOSPDhEXoGDD4mHEBSppNdkw2pyUtZr4y+4Sfrh1KBsKGsit7SQ2QMHQGH+MNgdPbMrnaJWnEn7L4GiemZLio/IvFYlID9PwxpxM9FYHCokIvcWBSiZGLOq9YVMsFBCskqGUXv4BtLjF4BPsXzp+M6/vKeUvszO8yQLvPolFjEkM5OzjE1ibV09unY5xiUFcmRnGzuIWn2AfPAr8zQYrYpGQuk4LT09K5i+7Sn26Fi6y+VwTS4bH8sqsDGZ9dphPrs3pdX4/WCXrMUnSFYlQSKPexpWfH0UkFPi0e1+/7AR3jojl9SszcAP+cjFioZDntxbx5fFqov08v2eAsw2e+fOeAtiMMDVBSgnPbS3iq+PV2J1uZmeEsWhIDL/dXMjTk1N6DPbBkyQRCwXdxAVlYqHPOEhPyMRCthZd6lx4bGISkz861OOyr+4qZcXNg7wBv1om9kmWXBzTqGo3caSqDa1cQmmLif3lbQSrpCwcHE11h5nk4F9vQ2fvJZlxkQ6znelpIZS1mXw6fJxuN35yMVKRsMeESKRWjkYm9ib32k12lFKRd3Qh/xcaCsnBKpwuF01GK/EBSl7eWcKn1w3gnjV5Pur98/tHMCczzKsbcpEIrZwIrZycyMvrd/Tx76HO1Mk35acYH5bE68PmMOvnT70B19GWKkaGxjMqJJ6DXVrdwaMC/5ehV3KuowGX202z2cCifSt9AlbwVIsfOrKOr8bdyO4Gj33mrvoSAqUKbE4nP1Se4aeac0SptNyXPoZkTTD+MgVGuxW93YpMJPYKx/2juNxuHsuawOHmSlaV5XqDxzFhCfy2/2R2N5Ry36G1ZAVE8EDGWN4p2MfHRYd4dsBUVoy/mS+Lj1Fv7mRUaDy3pQxDJZbwc+153j93gP4BEbwxfA46m4UHD//g00q+v7GcQ02VfD/xFvykMjL8w1g5fgEfnjtIqb6FN4ZdxfydX3Y7d4W6Rl7N28Vrw67klTM72VFXTKhcw2PZE3C73Xw6+joCpHJsLhd+UjlflxwnQKbgoYyxJGuCMTm6d5FdpLyzFX/Z5btszA47WqmcWtOlOXi7669cl2xmVGKpN+AHqDC0IRDAkn3fUnehtf+KbZ9wfM7D9A+MJE4dQLvNxKJ9q3za9k0OG48d28DqSYv45Nxh3ht5Nbfv/w6H27MParGMlRNuZlvteQb++AYmh+3C93AVu2bcCwJQS6T4SRVkXqZTo48+/l76Av4++uijV2L8lSwZHsuMfqEYbU5kYs9s/e+3FREXoCI7QkNeXSf3rT1Ds8FGjL+CVqONb07VMiouEGkXoSs/uQQ/ubibwNxFkoJUNBt7Fs2yOFw4L2QLnG63T+LgN+OSePjHs90qhRaHi/vWnmHjkmG9VvkAov0UqCWXLoXNRivfn65j7a1DEQALV57q5kpwtkHP3WvyWLlgMLIux3iwop1Znx1hWmoIg6P9sDldGGwOJn54kIRAJSnBKsraTHxypIq9ZW1sv3uEt53+IjKxyFtdVUnFTEgKpNVo4w8/9zxXfv/o+L8a7Dtdbpb1YlsH8NXxGp6YmOwzZnARqUhEcrCKu0bG0WaysaO4hXONBl7a0bMtnd3l5mIcNTDajz/v7Hk5gH1lbUT7yyh8YiKhalmvs+Vmm4MYPwXT00K6zfADjE8Moq7TQmqImiCl1KuAf5Fr+kcwLjGIP/58ntJWE8Ni/bk2J5KSViNWh4sGvZWEC9Xed/eX89WNA7n9u9M+37tGJmblgsHM+uwoJV1s8JadqGFzYRPLbx7IieoOrugXyk/nfJ0LAPxkYh4Yk8Cbe30r3e1mO1kRGgQCekyIBaukhGvl7CrxJBIUEhFmu6vXyrjZ7sRx4UFXKxcjEQm9IwopwSpC1VKcLjd1nRbCNHLu+O40NV2O87OjVbw6O4Nbh0gIUPy6RwSpSNjjeQfP6IRaJuKFbZUsGhKDv1zC3WvymJQcTKy/gh3FLTw3NZXfbfEd1xAK4P152YSopLw3L5trcyLJrdNxz8g4Xt/TvVtgUJQf0f4KREIhFrsTpUTEtvPNmB1Ovr5xIB0mO51WBykhKg6Ut9FqtJP8/99evY9/gE6bhSWpw2i1GHni2EafFn2AJ49v4utxNzKxJZkPiw7SbjUzNiyBl4fMYmNVAXubynDiZmRogle9/ZcYHTYMdisaiQy93YpCJEEiFDFsw1u0Wi/pyXxdcoJXhsxiblw2n50/wrfluUQqtTzTfwpDQ2IJlvc+TnI5Wi1GTrXW8tLp7VQZOxgQFMnKCQtYWnSIks5WHs4cx7ydX3pdBDbXFPJ2wT5WTVjIqJB4wpQa0v1CWZIyjHqznnS/UAKkCop0zey4oDKf117Pt2W53N1vZI9z427ctFlN3JoyjOdObsHssDMtKo370kfRbDH4nIeubK45xx1pI3gzf++FV+rZXn+e+9JHMzoknhCFhmlbP0Zvv3SfP9JcxfUJA/j9gGk8e2pLj9sNU2qIVQUgE4m94whdSdQE4cJTQe+K0+1CK5H72Pp1JUbl320uHzzaAFLRpWuf0+3ipdM7+GzMdYgEQt44u6fXGf0vi48RrwnkXHsjx+Y8zOryPEr0LdzbbxSPHdvAsZZL3Xp57fVM2fIRP8+4i0kR3W10++jjn0mf7GwfffRxWQQCAdH+CtJC1cQHKonyk3PHiHjeO1DOMz8V8e3pepoNNmRiIa9dmcFb+8ow2pw43b7Z9UitjOenpfX4GVNSglFIhL0G5QAJgUruHx1PpEZGQuClKkqoxiPe1xMNeiutJjvX50T1+H6EVkZqiIoIbdfKsoA1efXcvToPiUjYowUhwNaiZpoNVkJUMtLDLlVDnS43P51r4p395UT7e1wC1i8exr2j4vjzzH4cfmAMa28dglQs4HRd79ZuF+kXomHB4GiyIzTd3puWGsLgGH8AXC43jXoLDZ0WHL+oluosdgQCAXOzwpnfP4LwXyi1252uXh5fPDTqrTz841mS/ryTO1fnUdNpoUbX8zk32pyIhQI0MjEut6cDoTfkEiGHKztQSsU9Bvt2p4vzzQaKW4ysz2/gzTmZTE8L8VlmYlIQj01Mwupw8dyWQt6em4mkS0fErPRQssK1zPn8GKty6zhW3cH7ByqY9vFh7hwRR3qYGqPNSZvJRla4hiaDjbtX5/H6nEyWXtOfh8YmsPTa/vx81wj2lLb6BPsXaTXZ2JDfQGyAnHfmZvHq7HTCNTIEAhgR58+ue0ahlIqYmxXO76elersVgpRSXp6ZTrSfnHtHxfd4jl6Zlc7Z+k5emtmPYJWUrHA1f8VdD7FQiFQk5KP5/Xljj6dSGaKWsvbWIYRr5eitDgoa9Sw9VOkT7F/kiY0FNBm6B++9YXG4+P301B7fWzg4ms2FTeTV63lsQwE/nK3ni+sHcP2ASGZ8cphB0X5YnU5WLhjEtNQQUkNUzMuOYM+9o+gXqiJcKyfKT8FNg6J5ZGwid4yI4+GxCV7VfIEAZqaHsmbREK+uxuAofyK1cgQCT1Lpmq+O8+SmQt7cW8bcL47xyq4SApR9bbL/bRgcNmZu+xQ3UG/uZEhwDCHyS9dek8PGtTu/JisgnE1Tb+f4nIf5TdZ49jaUMjIsnhRtMH/O24nJ0XNi+dJ27F5V9MmRKTx5fFOPQe5TxzdTrm8lRRvMpIhkDjVVMnv7Z7yVvxddD7P3fw29zcq+hjLWV+fjxE2bzURxZwt3Hfyee/qN4utxN/KbI+u9wf5F7C4ndx74jiEhMbyct5NB69/E7HKwu6EEf5kCoUBAhl8oj2VN8K7TYTOzvpeRgRcHXcHPdeeZvnUpqyvy2FRTyENH1vGHUz93S7J0xY27x7b79wsPkOwXzAu523yC/Yt8W57LkJAYlOLuXVwRCi2JmiDCFRo+GDm/2/sSoYjPx1yPViLjVFsto0Ljve99VXychzPH9bivs6LTOdJc1aM9cJw6gGaLr4Du0ZYqOu1WTE47RbrenYpKO1tZnDoMhAJu27eKVpuR+/qNxu52+gT7XXnkyI80mnt2fOmjj38WfRX+Pvr4L8R5Ibir6jBjdbjRyDw2VxFaOQLBr9Hr/fsRi4SMjg9g9z2jWJlbS0mLkfRQDVPTQnhlZwkFjQZ+NyUVhUTcbb0Fg6KQiAT8fut5Wk2eJMGiITE8PDaBw1XtxAUoegzeR8cH4na7kYoFvLi9mN9NTWHJt6e95+Jy6Mx25maH02Swsq2L7kBsgIK1i4aQEqzyae0NUklICFTSaXH46AT0hKdiqGblzYOZ9NFBH0V+lVTEvOxwVp2q47ktRbw0M51vTtWwu7QVP7mYe0bF+3QH9IZELCQ5WMXGJcPZV9bK50erEQsF3D86nsEx/kRo5dR3WihpMV6w8fNoBcQGKIi+0D2gtzq4NieCr45VY3W6eHtuFh1mOw//mI/Z7mROZhj+8t5vB0eq2jlU2U6wyjMLfr7JwMAoP/aXdx/B+OhQBS9MT+O5qalsP9/M3KxwVufV97jd0QmBHChvRdbDyEJFm4mPDlaw+kw9MrGQGwZEUdBkYGpqCL+fnobB6sBsd3G8uoP7157hhelp/HC2EYPNxbrbhrH9fDMlLUaempzM5A+7t7/bnC6e3lzIY+OTuHftGf6w7TzfLxrCC9uK+Pl8CzcsO0FSkIonJiTiL5fwxbHqHoP9i2w+18TjE5L58GA5uXWdvDA9jXCNjEg/OSlBKtQyMc1GK1qZmCsudMzUdVr44lg1dTozT05Mpn+Elj/vLKaq3Uz/CC1/uqIfsQEKajosZIZpOPTAGAS4aTPbu1leXiRcIyNMLeX0o+NpMVqZmxnO76ak0D/Cj9gAz+/B5XIT469kfUFjt/Uv8nNxM2khcb2+35VQtZR+oWo+uz7Haw0Y5SfnnlHxzMkIY/yHl8T6NhU28eSkZK787Cg6i4PF3+by1lVZOFwurh8QSZha5rEplAiJ9FP4/G8Gq2UEq2U8MTGZO0bEobc60MjERGrl+CkuBfCxAQoKm/Rc2z+C7057fnutJhutF2K2a3MiCFP/c+0J+/jX0mIx8sDhH0j1CyFJE8ST2ZOoNLbTzy8UiVDI08c3U2vS4caN3m7lw8IDfF16wmcbzw2YyuqJiyjRtxCj8mNUaAJz47IQIqDFauSTosPktdcTq/an1WrihoQB+EsVbK0t6nGf3Lg53lLDitKT/G7AFHbVl1JhaOPlvJ0sShmCn/TXiz22WU2cbW9gRdlJWixGZkT1453hc9nbWEY/bSiNFgNCgYABQZGk+YWwt7HMp9rdajVhdtqpNLQD8GreLt4ZMZd7D62hwaxn+bibiVX581jWBN4u2IcbNxEX/Oi7EihTEq8O4LcnNnd7b29jGc8NnNbrMfhLFdh6qMCDRzRxa03P5xFgb0MpS1KG8W7hJQ2GSKWWn6bdQbTKH4B5cdlkB4Tz2tk9lHa2MDwklvszxpCgDmRTdSEul4vf5Uzh1n2raLIY2FJ7jhGhcbwyZDZv5e+l3tyJWixjSeowro7LZurWj7vtR4o2GL3d2i2xEacKQCmSIBOJuCttBO1WE6UXxAAFCLguIYf58f3xk8pxuJy0WUwUdDSS21ZHbmsdY8MTu33WRc62N2Cw2wjr0wbt419IX8DfRx//Zbjdbs416dlV0spre0qpajejlolYODiaR8Yl/k2zt38vGrmEcK2MRr2FaD8FZxs6eWd/GS63R6l+TEJgj+sFq2XcPTKea3MiMVodIBDgJxez4JuTVLeb+W7hEOZ8cZRG/aUqQHKwit9NTeHeNWf4duFg9FYHcrGIn+8cwRMXvNK7zvV2RSYWIhULuWHZCd65OovX5mRQ0WoiSCUlXCsjIbB722WMn4I3r8pk/lfHiOxlpvziZ4ouJFeyIzQcfnAs24qaya3TkRioZHhsAK1GG2/vK2PlgsFc8/UxH/X3e9d4hOuyw7W/yhs9xt9T5ZyTGYZAIEAl9Vy+6zvNHK/R8cAPZ70JCrVMxAvT0rg62zML+OxPRaw4Vevd1spTdYxLDOKz63K4Z00eT01KQSP3rXjW6cx0Wh2IBAJUUhG3DokhTONpu//wQDm/GZ/YY8Bf0mJEIxMzMSmIpCAlgUophyrbuwWnj09IYnNhI78Zn4z/L0TRyttMjHp3v8/v4PmtRQyN8eeeUfGMfGc/qxcN4ZaVpzDZnAyN8ffOc/98vpkdxc1MSAomMUhJVbvZa8X4S8paTYRqZIxNDOS3k1NYfqKaqakhPDExGblYhFwi5LVdJXx7up7lNw2kvrN3FXClRMTOkhZevSAQua2LJdzaRUOYmx3B/vI2rv36RLd1xUIBzQYraSEqnp6UglYupqzVxCPr87k6K5wApZQXt5/npoHRPDg2gQ6znXfnZnHTipM+xyYTC/n8+hxSg5XY3ZAWqmZ0QneFZ41cjFIiumyyzHgZ3YtfYnG4mPXpUeICFNw+PJb4QCVtJhtfHqtmT2krtw2N4Y0ubfibCprICtdyoKKN+k4r1y87QVKQkqxwLWKRgDfnZHYbL+kw29FbHQgFEKqWEa7t/X9TJROTGablzzPTUUnFLDtRg8PlRiwUsGBwNC/O6OeTIOjjP5sGk54aUwdGu42/DJ3NxC0f+syQx6kD+HTMdSzYs4JWq4nMgHDuPrS623b+kPszY8IS+Pz8EdZNXsz7hQe4bd8qLE4H8epAnsieiEYiI7e1jvdHzkMAmJ22Xtu3AawuB2KhkL+c2cXtqcP53cmfcOPmREsNKdqQXtfrSr1Rx8dFh/njBfs78ATXb+bv4ZsJCzA7bDjdLgwOG1qJjEilH/elj2ZnfQnvdBHos7uc3tGgQl0jflIFJ1s91/2ZP3/Cmkm3UmfSsXriIiJVWjqs3RPakyNSWF+V3+N+OtwuTrXVMi0ylW113UfMHs4cx9clx3s9TqFA4B3N+yUigZDf5UxhceowSjtbCFNoiVX7e4N9AK1UzuDgGD4fcz1mpw21WOZtvfeTyZkbl02NqYNvJizgTFsdx1tqcLvdXBWbyaSIZMxOO9XGDr4tz6XC0MZNiQNZXnrS2404JDiGPw6awW37VnXb7zeHX8Xp9jo+OncIk8PGw5nj8JPKefjIj7w29EpOttZwy95vsDgdiAVCbkgcwJ6Z9zFly0fo7Va0kt7v8XKR+K+KxfbRxz9KX8DfRx//ZTRfqFQ/ur6AoTH+DI3xp6bDzIcHKylpNvLJdTk+YnD/KhIClfx5Vgav7y4lt66TcI2cO0bEsvgXlnNdqdNZKGjUs7WoiSg/OTPTw7A6nFS1m5GIhBysaOWNOZlYHS6qO8wkBSmxOl3cuiqXRr0Vh8tN/0g/zjXpeXRDAdflRBKkkvDmnExajDZSQlS43LCpoJHvTtfxyLhEVpysweJwEaKSkRWuJSu8e1WjKzKJiLEJgey8exQVbSbevToLgPpOK8tO1Hjt8e4ZGceeslYGRPkhEAhIvjAfPSczjE6LA6VUyFObClk0JIZ395f3aPW2+VwTZW2mXxXwX0Qt8w1U6jtt3Lj8pE/Cw2B18uiGAiYlB1HaZvYJ9i+yt6yV63Ii2H7XCMI10i7rOthX1spjGwp4bU4mv91c6DN6EKiU8OUNA9lf1sqqhYN5fEOB95wMj/XnuWlp7C9v5epkNVnhGswOJzvuGsnOkhY2FjYSpJRyVVY4ByvaMNqcpIWosDudiIVCBAIBVoeTd/eV+QT7FzlW3cESh4v4QAU/FTYxMSmITYVNtBhtPoJ/LjfsLGnhaLWIUfE9J58uIhYIeGRcko+TwEWenJjMrIwwnpyUwpn6Tq7LiWR9/qWq+KAoPwZF+2GwOhiXGNhNxPAij6zPZ3hsAMeqOhgY5cep2kvCUqFqKfeMiqdBb+War090s6h7ZVcp78zNIj5AydLDlWwpauKz63LwU0hYd9tQdpe2UtRkIDlYxYx+oSilQhL/vJNwjZznpqUyLTUEuUREdbuZZSeqKW8zcWVGOCPiAhgW68/Rqo4e93l6WuhlzxtcSD426tlb3o7N6aK4xciTF5JwFxEI4O6RcT4Bv1Qk9OoMXKS01UTphRL8X2ZneF+3OZxUtJnYUtRMfoOe3aWtXNM/gntHxxPlp6DFaKXtgq1goFLiFQtVSEUkBKl4Z24Wz0xJodPi6QYI1/SuFdHHfx7NZgMPHlnLjYmD+Hj0NVy76+tugnGVhnb+mPsz96aPxuSwsaEqH5fbTaZ/ODclDcRfqiC/o5EVpSdYU3GGO9JG8MDhHzjYVOHdRoWhjXsPreGrsTeilch4/ewerozJQCORMzgomhOtPWugDA32tNHbXU6e7j/Z+7r0V6j4Vxs6aDB3IhAIfIL9i7RaTbybv5/nB07j+VPbfHQHPjp3kEezJvDgBcE+uUiMQiTxtqirxTLK9JeSjhang90NpVQbdTx8ZB2PZ0/kYFM5Lw2e6VPNlwiFmJ29C+i9fmY322fczdsF+/iy+Bhmp50whYansiehkch6TAQAKMQSZsek82MvyYSr47IJVqgJVqjpHxh52fOmEEu6Kden+4Xx4bkDKERSqoztJGuCSdYGs7O+hFfP7GL/rPvwk8jZq29jV30JG6sLWJIyjC3T7kAqEmGw2zA5bJTr22jrMr4hEgjZMHUJb+XvZVmXjpEN1QVkB0Swfspilpec4KOiS11kDreL5aUnaTIb+WnaHYzb/D6DgqIRCYTdRh0BFiUPJfTCaIrN6aDerMfitKMQSYhSahH9ix0h+vi/Qd9dr48+/stoMdrZcq6JDUuGcayqg6JmA1NSQnh2aip/3lFCs8H2/yXgFwgEBCulPDwukcXDYtHKxUT7yVFKe76sVHeYmfnpYfIbLs3GPbqhgOU3DeLuEXG8vb8clxtuXnGSIKWUELWU+k6LV+Tv4iy4zmznkR/zyavvJK++kzmZYdw9Mp6PD1VyslaHVCTk2pwIDj0whp/PN/P96XrmZoUxPM7/Vx9bgFLKgCgtQgH84efznKnXkxCo5A8z0qhoNWFzugjXyKjr9A1KtXIJWrmEOp2FT49UUq+3Mr9/JO91cRX4JWvy6hgRF/Cr960rRquD9fkNPXY3+MnFWJ1uvjjaXZTpIh8fruSKfqGEay8laPIb9Mz+/Cj3j07go4MV3XQG2kz2C23YmdS0m9mweChmuxOb043ObMdPJmJediQiQws1eivjPziIv0LC8psG8ursdM7U6cmt7WBsQhCJQQqKW4x8fLiSRr2Va/pHMCDSj+3FLb/cVS+bzzUyNiEIg83hVZwvbzPRL1TdrdPDYHUSpJL0qgIfG6AgUCnh/h/O9ugk8OruEoqenMhTGwtZe7aB167MYH7/CI5Vd/D2VVnkN+jZW9ZKkFJCZriWqakhnKjR+WxjdHwgT09O5pvcWmp0FuZlh/PC9DS+PFZNjL+csQmB5NbpcLno1Y/+vQPl3DUijkc3FFDVbuZIZQdnG3TMzYpgfFIQYxICCdfI2F/exrNbitBbneitRhZ+c4rPr+uPQCjktlW53u19d7qewdF+vDM3iwkfHuymnTEnM8zb/n85qjvM3LrqNPP6964q7XbTrao3Mz2Ul3cVe/+O8pOTGKSk2WBDLBSglIho6LTQYrKBG7YUNbGhoBGtTMzvpqZS32nhqY0FPDI+ibvX5HG82nPOM8M1fHxNfwZH+XkdJ1QyMYl9Af5/Fa1GAxKTG7fZQZlUx5qKMyxIGEyn3dLrrPPBpgreGDYHm8vJrJ8/5f2R87A4HXx+3uMpPzwklhXjb+ZMWx0aidwn2O/KMyc382zOVEJkKiZEJPHg4R94e/jV3LB7Wbf59BsTB3KwqQK7y0mwTIVCJOHVIbOJVvkxJjThssdYrm9jwZ7lWF1OZkan97qcGzffV+T2KDL4+tnd/DD5Vj4uOsQT2ZN8qusLkgbxbXmuz/LFumZiVH6kaIPZVF3ApppCbkkewsapS9hZX0KH1cwV0f1wAz9UnuWX+Enl/GHQDKwuB4tTh/FI5nisTjtn2xtYXnqce9PHeMUOu/JIxjgCpAoezBjLwabKbvPxD6aPIVbd+z2w3tSJwW5FJBAQJFf1OCoRodRyV9ooTrRWk6QJ4suSY9SadIwMiePDUfPxl8jptFvJa6vjk9HXIRQIkApFbK8rJlCmYExYInaXk5zASE7MeYRSfSs2l5NkTTAVhjafYP8iZ9o940KfFR/tcb+31RXx/MBp7JpxN1qpnI9Gzefug2t8gv7sgAgey5pArUlHm9XEyrJcPj1/GKPDRoBUwZPZk1iUMoRQRXcNnz76+Fvouwv20cd/GS63m3tHJfjY0IHHA33TkmE4nC4aOi2IhIILAYQAmVjoFbT6Z1HVbuLeNWf46YK3uUIi4pFxCTwwJrHbZ5ltTv7483mfYB88wcDCb06S+5vxPL6pkJQQNRKR4MK8re8M3dXZ4bjcnvnli7P44RoZtw6NZfZnR7jYnWxzulhxspZj1R28d3U2u+8ZRVqoijDNpQqw2e6kpsPM+vxGyttMTL2gqn+xM8HpcrP1XDPXLbt0k2/QWzlU2c5LM/shEgp46Md8Dj0wpsfzUtRsZF95G0Nj/HG53YiFPQecgI+Twd+KQABn6nsW/rsyI5yTNTpMvQSR4BHYU3RR+G832fjt5kLcbpiYHMw1Xx3rcb0Wow2RUECMv5wBb+xFJhZy98g4rs2JZN2ZBkpbjYyKD2R2hpRBUX6crNUx+7OjSEQCciK1iAQCOi0OCpvk/HbzJXX2Vbl1pASreH9eNrM/O9rjOZOIhDhdbq7pH0FOpB8PjEnAXyEhTCNl2x0jmPXZER8niNxaHa9dmcGD63wfYEVCAe9fnY2fXEJeL+dQJhLS0Gll7dkGEgKVyMRCHhqTgFgkoFFvY195q/e3uDK3jofHJvLgmATe2V+OVi7m8fFJzMoIo7TVSHW7mU2FjfyY38An1+YwOyOML45Vcbxax6MTEll3pqHX76mkxUikn9xrN7i9uJmFg6NRy8Scru1EIRXicrkx2pzdkgZhGjlXft79gfREjY5NhU0ceXAsL2wrYndpK8EqKY+OT2JuVjghahlO5+XtAnPrOsmt1/G7ab0rTMcHKmgzXqoYPjQ2AbPdSUKgEqPNyWtXZiAWCChoMqCQCJmaEoLeamfxqlyem5bGolW51HUZpdhU2MSCQdE8PD6J8R8c9LkG5jfomfjhQfbdN5poPzmRfn1Dsf9N6Kxm2o0mTGYLVoMVtUvM/tZyhAIBaqmMckPPtq0XqTV1sruhhNeGXsmu+hJWdQl4N9UUsqW2iN1X3MPehu4uDxepMerIDozgvZHzWLj3G6qNOt4p2Me6ybfxRfExDjVXECpXc1vKMFxuN8+f2sofBs5gfnx/fqg8w/ILgWFpUivz4/qjEkuoN+mxuZ0oxRLCFVokQhG37v2Gw81VDAmOwd6LvzzA3Lgsnjy+qdf3f64tZvPU29laW8TayjMAjAyNY1pUGtfu+tpn2RS/EI40VZKoCUJ4YRzt65LjrCg9ycjQONRiGU8f38y3ExcyKCjKOw4A0M8vlLeGX8V7BQdYsv87wNP+/8yAyfjLFMyNy+YPudtYPXERP9WcY3dDideWLycwkmC5CoVIyq4r7mFtxRm21J4jWKbkgYyx9A+MJLAHO0OD3UqRrpl2m4kyfSsasYxAmYo0vxDiNd07t6JUfoQp1DSbjYwKiwc3BMtVSIQimi0GAqQKnuo/iet2L6Ok05NUVogkfDr6OowOG48eXe+dyx8flsjTOZP5ruK0T6fEL+mwmi/7/RV3tiATijjf2cKmmkJ+nHIbx1tqaLUaGRocg9XpYEXpcaJU/mytLWJ1RZ533XabmadObEJnt/BMzmQUPYga9tHHr6Uv4O+jj38RLpcbo92BTCT6h4K6ruitdkQCQTcbukitnA/mZ7O3vI0t55pQSkXcNSKO5GAV5e0mWgw2EgKVpIWo0crFBCgvf+Oo6TBT2W6mQW8hOVhFpFZOSBeRq0a9hau/PMap2kuBktnu5KUdJUhEQp6elIxUfCmQbDJ62uF7wuWGzYVNbFw8jO/z6vhofn/uWp3n41eeFqLm1qGx1HVaiAtQeu3Lbh8ey2u7S+hpFPl8sxGb08WUVN85SovdybaiZq75+rh3hvmDgxXEBSjYefcoEoKU1HVauHftmR739/dbz/P9osH8YXoa9XoLTpcbo81Bk8FGcbMRi8NJlJ8cndnOlJQQfvx/7P13fBSHuf2Pv7d39d47khAqiN47BlOMjcFgjA24927HieMkjhM7sePeMcbGmGbA9N47okgUVdR7b6vt5ffHwqJFK3Jzb+79/j6v6PynndHs7Mzs7JznOc85V2od5n3Z7mOg7h4QTHlLF3WdRsRCR2EmxEPeIyP81s9Q3WEgt66T/kEaNl/pSRY9FWLOVbUzJcHfGel2K+akBOHbza28TW/m3PUOtcVmc3tcb8BstbM223FOM8M8GRjmxbgvTjrPW2FTF95KCV/cPYB6rZH6TiOfHC/lXGU7YqGAv89IZswXJ3tst6ipi3XZ1b0es9n9g/juTDkDw7yI9lES53fTh8FH4TCrK2zsol5rJDlQg1oqYu3FKtYsGsgP56ooa9GRGuzBo8Miae4yUdrS031bJRXx6LBI7kgMwGS1s+fRoYgEAp7cdJnCRodxn0Ym5o2JDqO9vx92OOF/dKyErUuHcLi4ifdmJPPVyTLe2uswqrojMYC1D2SiM1l579A1Fyl9114L89PdJ0kAJAVqiPRWsGbRQKw2OwIc/gPL1ue4rDc9KYCv56Y6X0/wU9FhsPDtvDTUUjH5DVqWn6lwjmC8e7CIh4eG8+OCDNqNFsQCwW1n42+gtkNPi85MTk0HZqudC1XtzEwOZJsbE8D37kzmQGEj89JCuCc1mOzqduatOs/a+wc6EzbOVbWhlopJClTzzoEiHh8exbt3JvPNmQon2RcJBdjtdmx2+OlCFQ8OCnM7WW222vnoaAkJ/moeHRZ5Wx+OPvz/F6p07bx+bju7qguwYyda7cN3o+ZzJOQpDFYzGT69f0fUYhkWm5Xi9iYWxw3isZM9Z/itdht/uLiXJfGDe92OWCCkXtfJ06c3s3zUPL4vPEujQUuDQcszyaP4g2wKpZ0tvHh2q6MjO24RIoGQuw6soKjjJjF888Jufrx2jvXjF+OvUJHdUoPRauFITTETQuM5fl1hUK5tYVZEf843VXG6sbyHWVyQQuPW2f4GuixG+nsFUa/v5MMhs8nwDeViSzX3H1mN1W4jUKHhrfTJpPqEECBX027Us7+2iN+kTmBbZS6eUjmL4wYxKiAaG3Z2V+WjNRv588BpHG8oZW1JNgaLmeWj5jFz33e0dksf2F9byOnGcn6ZsJjVxRf4YcwCJAIRbw+8A73VjFQkRtNtdj1QqSFQqeE3af48nTwSiVDk1pn/Bqq72vkk9yg/FV9wvuYlVfD1iLmIhUKX+X7n+ROKCFbdHNur7Gpj1bVzfF+UhcVm46nEEeyc/DBdFjNGq9lxTMwGBm39yKXzfqS+hHMHqzgy/Un+lN1z3OIGbrf/AJ5SGVFqHwxWCxm+odTpO8n0DWVPdQEvntlKk7GLSLU3G8Y/yCMnNrjdxj+uHmFZwhCiNT39WPrQh/8q+gh/H/rwb4bdbqesRc/a7Gr2FTYS7qXgmVHRxPup/sdGUWUtehq7TC5O9iKhgOXz0nh84yUXV/lD15qZnhTApHh/vs+q4PUJ8ZyrauNkWQvz00PpH6hxO8t6ubaDad+ecemqjY72YfX9A50d8Kp2gwvZ744PjhTz0OBwIruNFVhtdreS6Rto6DLy+ckyhkd6E+2jJOv50RwoaqK+00hykEPKtvjni5x4ZiSecgkjorw5WdbKgGAP3jlQ1Ot2t+fWMz0p0OW1ijY981ad62FYVt6q56VtV/nhvnSau0w0dd188BIJBcxKDmTy9eJBsEaGV6wPEqGQshYdn58o5ZPrIwkA3goJX9wzgA05NdybFoxSIuZYaUsP47oPZiYjFQk5UdZKq95MtI+SX6/WMT0xgMHhXohFPQtFBrOV/UVN3L0yC6vdzvZlQ5GJhT2O7+XaTiYl+BHvrybGV0lJsyux9VVKeXRYJBLRzcJMl8lRrMhv0GK22vGUi1265d0R76fiVLnDEfq50TE8siHHSfan9vPnwUHh/GZnnvNajfBW8NfpSWy7WsuMpCD23Ua2v/pCNWsWZfYg/DOTAwnUSPlxwUDC3UjOxSIhapkY7LA+u4azla3E+ap5amQU56vaiPFRMjzSm5LmLmZ9f5Yf7sugsEnrMlfvIRfz8/0D+fJkGR8dK8Fuh23LhnD/6vN0dDsWnUYLv9mZz3fz04j1VTrnz4+VNPPVPanMWHHWJbVhZ14DzV0mHh8e1WNuPrumgz/dkYhGJqbTjVne86OjeWhtNoWNXXgrJKxamEGb3sR389PQyMRUtur55nQFO/MaGBPjS3qIB3kNWv4xuz8ny1r48mQ5rXozg8O9+GBWMhsv1bIuuwab3UGQNXJJD9PG3lDWouOhtRcpaOzinTsSAXhnfxHfzU8nPdSDb09XUK81MjDUk7/NSCYz1JP6TgOnytt4ZEOO8xiqZWJ+uyuPbbkNzm2LhAI+mt2fn85X8tK4WOo7DdyZFMCyoZGYrDZnHOFnx8v49WodIyK93Y5/nKtqJzXYg4vV7X2E///P0Gk20mrUIRCAr1SFUuIgTCWdzdy5bzmVXW2IBELmR6TzWv9xbK65yruXD2KwWnhlwHjuiUxlY/mlHtt9I20i4SovZkWmcKCm99+EA7VFfDh0NgqRxO2s+r1RabQa9fjJVFzraOLV1PEcri3mlaztzi7xiynjWDN+ESarlQ+vHKG/d5AL2b+Boo4mtlZcZXZ4fyw2G5VdbYwJiqXJ0IVYIOTtzGnEqH1YU3KRJK8AnkgaweWWWt7O2YfNbmdcYCz9PAOYGtKP7VXuI/TGB8dRpWtnfkwGAK1GHZdbaxEIBCyKyeTlAeP4teIKf7q4l0CFhvtjB7IsYSi57XU8njCMWZEpfJp3nM/zTiAWCLknKhVfuYoQoSeHa4t5MnEEkWpvtlfkupD9G9BajGwqv0yU2pvDtdd4pN9wAOd5dQehQPhPEwzajXo2V1x2IfvgiBNcfGwNx+982i3h746qrjam7vnaJUbvtfM7+CTvOMfufJpIdTBdZiOvndvhdra+y2Jid1U+C6IzejUy7DAbmBScwP7ant4F8R5+6CxmtlZc5a2Le0jxDuLvg2fy7OnNPJc8hunhSfx47RxigdCZuBAgVzM5JAGxUMix+lJKOpsxWi00Gbr6CH8f/kfoI/x96MO/ES1dJira9Iz/8iTtBsv1OXQj4788yV+mJ/LQoAg0t4k/ux2sNjvfnC5nfKyfy+szkwPZcrXObYTczrwGFmSEUtNu5P7VF1h9/0AmxPkz/NPj7HlkWI/ud1Wbnju+PU3tLbPpx0pbeG1HLl/PTUMtE1PY6CrN7w6t0dqDtGhkYgYEa7hc637+8o5+/rTozER4K+kyWcir1zqc2qO8+eRYKWcq2liYEUqAWoaXQsJncwYw4tPjdJmseMkltOrdmwyF3vKwX9dh4GhJc4+Z5RvYerWOmg6ji7ogzFPON/emseVqHX+43q1dkBHKtMQA3jtezLhYXz465jqj36o389DabDY+OIgl63J4ZVwMO5YN5VBxE9uu1uOtlPCbCbHUdpicn+MGHsgM40pdJ4EaGTG+PVMEajoM3PNDlnMf/37oGj8syODZzZed2ekysZAxMT7c0S+AxWsu8OmcAWzPrWNDTi1mq41Z/YN4fUKcS3fcZrPzy6UaXhobyyMbcvjxXCXPjY7hT/t6PsiMi/VFa7QQ4aVEZ9JitdmdRE4mFvLs6BhmrzjrchwrWvU8uOYix58eiVIi5ER57/Jcg8VGhLeCD2YmszO/AYVYyBMjokgMVBPuqXAWQux2OzqzFalIiEQkRG+ysjKrkpe33Xw4ru9s4URZCx/O6s+23HoXY71T5S2opCI+nt2fqd+eQW+28tbkBP60r9BJytNDPMip7nAh+93x8dFSlg2J4I1djtEEsUjApdoOF7J/A8MivVmR5d5T4a09BaxfnMnTmy47iwcqqYjXxsdR0qxzKgs6jRZadWY85BJe3ZZHs85EYoCaVyfEkl3dwcqsSh4aHI5EKOD9w8UcLr6p7siqbGP+qvOsWpDBxep2JCIhnv9Fog/QrjdR1a7nqZHRyMRCgtQy0kM8yK7p4ME1FxkV7cMfp/bDUyHBXyVlbIwv9VojGaFehHoqCPaQseJsJSMivThe1uJC9sFxj3v21ytsWzqEq3WdDIv05s6kQB7ZkEP2dS8JD7mY92ckY7bZe8QkpgZ7cPeAIKJ8lARfHyuqaNXhKZc4i611HY4402tNXYRd3yc/lfSfqp768D+DzW7jWkczv7uwi91V+dwTPoBZwUkMD4khSOPB+aYqKrvakApF7BqxhKgaCXtqS/lD9l68pQomhSRQ0NbAwtiBRKi8+K7oLB1mA0EKDS+ljGV6WBKDtn7E6KAY7ovK4OWUcQz1jwAgu6WG5YVnqNd3IkBAvb6T70bNY+nxdS6Z9ineQTwQl4nOYuKbkffSaNSy6tp5Pu7mhN9q0vPmhV1Ud7XxZOIIZkT0R2s28GLKWNaXZlPV5erhsa0yl7siUzjdWM6e6gK2Veby/uBZfDJsDruq8vhNN7n+Z3knuD8mg8+G3U2HyUCKTxATdn3JNyPvZX9tocu+AqRdN7fTdlMAeMuULEsYwrSwRDrMRibs/tLFhG5V8Xn+PHAac6NSGeQbwfDtn6C1OP7fZLeypuQiR+tK2DpxKc/1H0VJZwsCBByqu9bruT1WV8oXw++mw2yk2dCFr7zn79a/iiZjF5/lnnC7zGi1cKCmiBTPQKTi3u9f+6oLnWRfgIA7wvoxMiAas83KvuoClsQPpsNs5GxT7z43+2qKmDo4kTSfkB4+Cj4yJSqxlA+GzuTBo2vI7rY8Su3Dx0Pvwmi18F2hY6TqSmsdL5zZwnPJY3j69CY2T3yIX8uvMDcqDZFAwAdDZuEnU7Gl4goms5WXUsaiFst45vRm2kwGdlflM9gv/N9yfPvwn4c+wt+HPvybcK1Jy56CRtZerCHCW8FvJyXQZbRQ22Ekzl9FS5eJNoMJndmCyWpHKhK4zJX/M1isNkpbdIyPc42hu6NfAG/uye/1/3bmNTA+zpdfLtXyzv5CVt6Xjt0OT266zLEnRxDYTcJb2qLrQfZvYH1OLX+6IxG1TEz4bWZjJSKH6VZ3+KtlfHLXACZ8dZLu/l0amaObWt6qZ/mZCmx2h2Q7OUhNkEZGjI+K2g4Dr42P5dnRMXhdf2hPCdJw8aWx7MytZ+mQcD444n4m855UV7ff4uauXj8fOMYL2vRmqtr1RPsoKW3R8eXcVB7dkENVt+78x8dK2XS5jl+XDOLule5jiIwWGxer2wn3kvPytjxEwnzemhzP+zOT8JCJaTdambMyy4UUA6w6X0VyoJoLVW09CL/VZufILQWLw8XNtOnN/G1GMp5yCWqZCK3Ryk8XqvCQNbF2USav78hFKhbxzrREfJQS+gdqiPVVIRDcHBuw2e0UNnYxPSmQBweF8cO5KsbH+fGnqf34+FgpzToTUpGQBzJDeWpkNA/8fIHnRsfwwtarLtFwc1KCWHuxusfnArDY7Hx2vIxnRkUyKtqXL0+Wuz12Y2N9+SWnhm259YyK9mF+eghjuxW6HCoaHb9cqmVvYSNhnnKeHhWNp1zCb3e5/y78cV8hX94zgIPXbnbiYn2VDAr1wgrkvjKWk2WtBGhkvNStYBDtoyS33n2hCiC3vpNIn5tqlnGxfvzZTZEEHA+dtl6ELnqzlXa9mc0PDcZxWuzUdjhiHXfk3STGr42PY+PlWn7tNsaR36Bl2bocPrkrhaJGLT4KCd5KqQvZvwG7HadsfmCo5385IaKyTc+XJ8v4x5ESp7dCeogH39+Xzhs789iV38jx0hayKtt4ckQUz4yKYm9hI09vvkxJs6OjOznenzWLBqIQC7n/54tu38duhwNFTYyK9uHLU+V8fKyU1fcPZOHqC7TpzXQYLDy28RKnnxnNn64X4GRiIV/PTaW+08jPF6vRGi1MTwxgRv9A7vjmDFE+Cv42IxkPuZjpy8+QW3+zYBnjq+S7eWnE+CgJ/z8wO/1PRVlnK8O2f8y0wATOjXgCcYsFo1RMTUsLOrMRjVCKAAF/Tp5K4EkdugGevFd0mO8GzmWoOAhxnhYEYNGr0XjHMH9qOrX6DtqMeuI1flzrbObXSUso6Wiiv08gq0vP8/6VwwCMDIji25H38k7OftRiGburC6jqauXszOep1rXTZTahkkip0Lay8MhqtGYjWyYtRS6SuLivd8el1hpsOPLjj9WXECjX8Fb6FBoMWn57fpdzPbFAyPqSHD68etT52vH6EjQSGdsqe3btV5dcZG50OqMCoxm45R9Y7DbeydnPpgkP8VneCfbVFOIhkfFAbCbjg+N5/8phPh02h9qudkRCIb4yJTKRBKVYyrLj613I/g38/uJupob2Y1P5JSfZ745qXTt7agp4JGEoA3xCaDXq8JP1TjJ9ZAp2VOXxw7Vz7Jz88L+FkNqBWr17FSE4FCE6q6VXwt9hMvDDdRPDaLUPnw+/m13V+fx47RwKsYQFMRlUdXXgIZURqvSkXNvqdjuRKi+qu9r4cvhcDtQW8l3hWfRWM9PDEpkfnc7TpzchFYr5YfQCavUdFHU0EqzwwGSz0mbSs6e6gIqum9vOb28gWKlBLBCysiiLZ5JGcV9MOha7jaN1xS4pBtsrc8nwDWXd+AfIaqygsqsNuVBMqk8wPn2kvw//IvoIfx/68G9AVZueiV+d5qPZ/WkzmPnL9ESWrM126fKlBXswMtqHh9Zkk13bTpyvij9N7cfEBD/8VP/8oVsmETEp3p+VWZW8Pj6O3+9xPOwKBPRKIsBB5G7wutx6LQKBgHGxvjwzKprz1e0YylrpH6QhyEPaQ3LeHVab3WkIFuWjJNRT7nb9hRlhBLkhEYPCPTn0+Ahe2naV81XtaGRitiwZzGs7csmqvNkVyapsIylQzdt3JLKvsJETz4zCXyV18QQQi4T081cTOUJBvdZIVmUbR0tudowFAvhuXhph3Tr8XSYLfz9czJLBEb1+xhhfJSKhgN/tzufvM5P58kQpJ0tbXMj+DVS26dlT0EiEt8JlxKI7Slt0rFowkNoOAwFqKSarHX+VlHqtkV8u1bolxeBwz/9kdorLa1qjhXOVbRQ29FRXZNd08NB1F/b1izN5aWsuv5kYx+hoH17bnsvzo2MJ8pDTZbLQ3GXCaLHRbrTg123+UCwSck9qMI1dJnyVUrYvG0JRYxdJAWr2PjaMuk4DJoudwRGe7M5v4Gq9lsp2Pc+Pdpg03jCUi/VVsSOv5yz3DVyq7cBDIaWfv5CxMT4cKXHt9EtEAl4aG8vD67Np0Jq4UtfJs6NdHa/zG7SM/OwEbd2UHT9dqGb70iG9jo606c2Iuvki/HFqP8K9FLy6I4+aDgNDIrx4bFgkHbeoU2o6DM5RDneI8VVSd338ZVpiAAazFVkvnh0HrzWxZHA4J8pcP/PDQyMYEeXDW3sKKWjUopSKWJwZxmPDI7krJYgDRU0YLDZEQgFDI717HWN550ARK+aloTNZybtNkSKvXsv4OF8S/NTO12o7DJitNqQiocscv1zjSVGTjm159bx70LXLl13TwYzvzrL+gUweGx6FUiLCarezI7eO8lYD05efca5rt8Pewkau1ney77HhNGh7L7zVdxoJ91bQqDVis8PHx0p4aFA4Hx0rcW7rm9PlrFucyYQvT/H+zGS+z6rkSLcCx6cnylh9sZqf78/kru/PMuTjY+x4eCgVba7f1ZJmHU9vvsJLY2O5o5/wv+Rh0Id/DSarhS/yT5DsEcAf/cdit8Db2tP8fPUiFrsNpVjK80mjWDduEUk2b3T5RciG+vD35OkkZYGuoPjmxs7VE5Hsg36sjQptGwkefrSa9SwvOM32yjx2TF7G1D3f0NZNfn6ioYz7Dv/ErxOXYLVZefTkL/w8dhGHaq+xrjQbi83GzIhkkrwCEQkEWOw29lQXMCcixSm1lgpFzI1KZVJIAjKRmCi1N6N3fuacry9ob+RofQmP9hvmjMoDWBI/hJ9LXB3eW4w6F3O2W3GsroRLLbVYrsvMTzSUseDITyyOG8TCmPkIBAIkAiH3H13NoTue4ERDKd8UnMZgNTM/Op2H4gdjsVk5Ulfsdvs2u50TDaXIhL1TgAM1RSyOHYSPXIVGIuOFlLHsqMpzu+6iuEzeu3SIRoOWuw+u5PC0J92a6v0rUIulJHoGkN/e4Hb5jU59bxAJBLzQfwzPJI0kxsOXGfu+o65bwkNOSw3bK3JZOeY+Xk+dwKz9K0jw8CdM5UllV5tzROOJpJH8Wn6ZHVV5/GXgdL4ccQ8Wm42fis8zc/8K5z5M3P0lj/YbzpzIFEQCEeebK/kq/6RL1/8GGg1daCQyijqaeHfQnSw8/BMvpIxzG1l4sbmaK6113BeTzqG6Yo7UF9NpMRKt8SFE6enW7LAPfXCHf4+TWB/68B+Oq/WdVLbpsdnhjYnxLFuX00PSm1Pbwe925TMy2hu73WFOtmD1Bb45XYHeTayaO8xOCeJEaQs6s5Xl96aRGuzB4eIm7koJ7PV/piUGOMmwTCxEACwbGsHjGy+xr7ARsUjA5boOcqo7GRCs7nU7GpkYzfWZ/zAvBXseHdYjumtKgh9/ntbPbTSfSirGjp05KcGsX5zJTwszyK3vdCH7N5BXr+VKbQcHrzWiM1ldyH53yCUiIr2VrHtgECeeHskfpiTw6ZwU8l8dz9zUEMc893UYLTZqO4zk1XcypRcC94+Z/WnQGilv0fPhkRL+emcyuwsa3a4L8EtOLbOSe48kGxTmRYfRzMGiJmZ/n8W8VefZkVdPdbvBaZzmDpVthh7Eo7BRy5wfskgP9ez1/xL8VUR6KXj7jn4MCvMi88NjPDosCpFIwIXqdi5WtyMUCliRVckbO3JpvIV0DYv05khxMzKxkFkrzvLBkWIe2ZBD5odHmfHdWWx2O7XtBoZF+PDMqGje2V9EYZMWT7mYV8fFAo40g8jbdEqjfRWIBDAwzIvV92fypzv6EeIhRyERcWdSAMeeGolcLOSDWf0ZH+fL48MjCeqmhGnRmXhy4yUXsg+Oh1jtP/keia5Xvh4bHkmXycKsFVkcKWmmqKmL1Reqmfj1KRQSETG+N/f/TEUbwyK9kfdC4p8ZFc2x0hb+NiOJuWnBPLP5CgsGujcXu1TbwegYH9KCb5pKpQRpGB7pzdJ12RRcH5XRmax8daqcx365hFom5tSzo5ibGkywRtZDxt4d9Z1GAtQyqtr1qGW9ZzeLhQI85RIUUhFNWiM/nKtkxKfHiXrnAKM/P8Hai9VOD4smgQaj1cbfD7knD9XtBvIbtDy6IYfGLhP3rTrPiChffrPT/cxxdbuB5i4jwyJ6j+EaHePDseJmpyfG3sJGFmWGsvaBTGYkO+51eQ2dRHopufrKeCK8FC5k/wZadGZ+OFfJ/PQQDBYbnx4v5f6BYT3Wu1rXia9KQuVtCp59+O+j1aRnR2Uef4ifhKXTxHOlu/ix7LyT0OosJv5y+SCnG8qRX+9DKewiUro80Rf07Lzqc1uI6FQwMSSeIKUHV9vq2VaZy8SQOPbXFrmQ/RvQWUxsKrvExeYa/jTwDl7L2s5zZ37lZEMZZ5sqePPCbn57fifLR80DoEzb4sx6j1b7sGXSUkQCIc+d+ZUnTm7k28IzrB+/mMhb4uS+KTjN5JAERAIhQ/0jSPIKoNHg+p2VisS0m3q/1qQiEfltrkXTdpOBT3OPs+jozyw5thaz3caOSct4/swWnjq1iZyWGgraG/lT9j5Gbv8Mq92OSND7I77ZZkMkcCgCotQ+SG/JeveWKvCS3rzvDvAO5oXkMT22syAmA73FTNn1BIXKrjYXYv3fRZDSg3cyp7tdFiBXk+oTjF8vXe56fSffFJzm8ZO/sLY0m28KTrvdp+MNpRypK8FosXD8zqd5tN8w4j38eTxxBL9OXMJ3I+ex6tp5xgfHUdLZwoPH1uArVfLnnH2sK812KTi0mvS8d/kgDx1bi0oi4ZnTm92SfXAYMXaYjaR4BfF1wWlSfULYWJbjdl2AbwtOs7n8Co+e2MCfsvdx14HvWXpsHaWdzXTc5jrqQx+6o4/w96EP/yLsdjtVbXpOl7eyK6+eggbHDLNYKKCqTYdQgIvhW3fsyKtnQrwr2Xx7XyF1t+l2gaM7WdrchUgAR54cwbHSZv56sIj56Q7n6xfHxrrtqo+Pc8xa13c6tn//wFA0MhHP/nqFFfPTqWjVMWdlFvN+PM/0786w5mItq+/PcLsPr46PJcTj5nskB2o48fRITj87im3LhnD55bGsvj+T0NvI/X+5VMvvducz78fzHLzWxPqc2l7X3XyljrGxfj3i+dwhUCNjeJQPv5/Sj6dGRhPvr3Yh+wCeMjF3JPrz1t4CHhwczmvj4/BTOTrcA0M92bJkMCqpiC1X6lg4MJQTZS2sy65GIen9NqmUihgU5p6A+ygljIr24b5VF/jzgSKKm3Vca+piTXYNV2o7SA/pnbinh3i4uOdrjRbe2V9Eu95Ci87MoHD3//vGxHgOXGtiSLgXO/Pq+duMRExWG7O/z2Lpumye3nyFmSvOojVaSA3x5FKNq2Qy1FPBs6OiGRHlzcr70onwViAWCpmeFMCuh4dS12nk3UPFDPnkGB0GC8vnpfPLpVpGfXYCjUzMF/cMIK+hkwcH9SRVQoHjPD0/OobyFscDeYinnOdGRrPz4SFkPTeayQn+TP3mNFO+Oc3zv17lngHBvDEx3jnKAQ4Sd6sqABxdX5PVho/SvcQzykeBSCjgmVFRPDUiyums3x1mq2OGfN0DmcxLC0F8XRHw3nWfBH91N0WEUMAr42IZFObJ86Oj+fliNcvW5VDRpqe5y8QDmT2PwYODwhELBaxeNJAPZ/UnPcSDV8bH9tqxP1vRhlAg4GRpC8MjvXl+dAyeitsL8zqNFhIDNSQHalwUDd0xLy0Yf5WULpOFT46XsmRttlOlUtysY+HqC6zMqqBZZ2ZPYTM6k7XXexo4YgPHxPjSZbSgkooZFO7Zw5iwOzZcquGNSfEI3OxemKecIRHevLbjZjfRboeSFh2PrM8hPcSDd+9MIilAg9Fi5UhxE5su934f2ZZbx7g4xzjIwWtNDA7zcrue1milrLn3Ykof/vuQCEV4SRWEClToQyTscWNwBvB5wUlMHo77raoN7Bfcy6wBWk9Ws78sn5MNZc5ueop3MCfry3r9n0N115gYEo/JauFkY8/1CtobyWqqZGRAFP29gijubCbNO5hPh8/hoWNrWVV8nk6zkQ6zgZVFWSw9to7Pht3dYztXWmv5YfR9PJ44gnp9J5VdbS7LzzdVMi44ttf9jFL7MMg/vNflqT4hDPYLp96g5URDaY/ltfoOvi04zZOJI3rdxsTgOKaGJfLeoBk8njic9eMX807mNGQix/3liaQRKLoZ7/nJVfw2fRKX7nqZPw+cxssp49g88SFiNL68dHaby7bdFVz+OxjqH85XI+5x6WIP8Qtn08SHCFRoXEbSnO9t1PPm+d28nLWNBoOW8cFxbjvnN5DVWIGXTMGd+5bzctY2vi44xUtnt/LQsbVEqL3ZXZ3PtwVnuD8mg1aTnq1VVwm/jVlgpm8o3hIFS3tJghjsF05RRxM2u50XUsayvOAMEqEIAQImBsczMTge1S3O/warxRmjeAPnm6v4PO8ErW5GNvrQB3fok/T3oQ//Amw2O9k1jkzxus6bJP2+9BC+vy+dL06U8siwyN7/3w7mW7LFjRYbDZ1Gon16dkVtNjv5DVqe23KFA9fdqO/qH8SXd6eCAIxmG6fKW7HZ7KxamMGBoia259ajlIpYkB6Kh0LMkxsd8XIpQRqeHxPD5st1/PrQYHRmK3MGhLBsaCRnK9r426Fr/OVAEW9OTuDtO/rx1p4CbHZQy0S8Mi6OR4a6OrqDgyDejuDfiluLEna3wVrXl11fZLDYsNvtbn/c/xWIREIeHhLBqbJWHlp7kdHRvrx3ZxIqmZiyZh3x/ioW/nSBd2ckIRMJOVzczLbcep4eGc3JMvcPnvelh3CqopUPZ/Xnj/sKnV3n1GAPvrxnAOtzanrEvuU3aHlwUDheCgl+KqlbIvXOtESiul0PXSarMyv+tR25/LRwINuu1vPzxWr0ZiuJAWr+NiOJcC8F4V4KXtuRS22nkUlx/iQGaEjwUzlNz+x2+D6rkuRADVuv1jE8yttFkRHmpSBYI6Oxy8ToGF8sVhttBgt78hs4UtJCkEbGz/cPZGdeA+WtOt6cHM+uvEY6jRYWDgzl7pQgOo1WPrkrhVe252Kx2Xl1XCyjon1o1pnQm214KyScLG0mwltJmJcCH6OUMV+coKzl5oNis87E05uv4KeSMq9bZJ3N3vs189HREr6fn87cHx2zm9MSA4jwUlDXaeTx4ZH4KCW8OSmBfYWN9LaZq3WdVLTq8ZSLWfdAJot+vsiJ0hZSAtXseXQYpc06VFIRwR5yzFYb5yrbUUpF/PmORLbl1vP1qXJe25HHGxPi+XXJYM5VttFlsjI3NZg9BY1kfHgUATApwZ85A4KJ8u6ZoNAdOTUdVLbpCPFQEOIhI8JL4fRpuBXj43zZU9CISipk8aBwVt6XzoNrLrrEK8b6KnlnmuO6L2nu4r1D7s243tpTyKz+QdydGkKn0XLbxIakQA0z+wdyta6TE8+MRCIUEqSRuyR9dIdSIsZDJuKnhQN5e18h+Q1ahAK4MzmQl8fGctf3roaP42J9OV/ZTqfRwp/3F/HnOxJZNjQco8WOh1x823uDWCjEdn1bnnIJOrN7FYinXNxrsagP/zP4yJS8mDIGoVlAlaGt1/WMVgs6uxmJhwxblxmbm2v8BqwmKxqxjGhPf+r1DmVMh8mA/21mm/1kKoo7m1lf2ns39dfyKzwQm0mqTwgPH1/PzikPs7r4AvVuOsS1+g6O15cyLiiWw93k81KRmB+Lz1On6+BPA+/oEau3oyqPHZMfZm3JxR7O94EKDaFKT2x2O95ShVtn/N+mTWJvVQH7eimcAKwpyWbH5If5Mv+kU0lxAw/FDcaOQ4befd8mhcSzasxCTtWX0WbUY7FZEXfr/HvLlEiFIuZEDuDxkxv4NO+4c+ShOyL+iXv+fxXBSk/mRqUxJjCGOr0WkVCIp0ROoFxDgMK9GrHBoOW7opujRDa7HfFtlA53hCXyyIkNPRQXbSY9j538hZdSxvLy2W18NWIu3xaeYW1xNl+PnNtjJGNsUCwv9B9Di1HH1wWneSZ5NBa7nZVFWc4EgInB8byQMoanT23mm5FzEQkE6K1m0nxCSPQMYGP5ZQTA44nDyW2r54/Ze7HZ7UwPS+R4fSkTg+NZFJeJUiShw2zg5+ILjli//+H4RB/+M9BH+PvQh38Ble16Jn51qseD79rsGoI0cvzVUkI9bhLg5EBHp7mgQUu7wYKXQuJ2bru3md/SVh0jPjvu4hD+69U69l9r5JfFg9lbUE+ARo5QKGTKN6eZGOfHvWkhZIR4EOwhZ39RI08Mj2JSgh8eMjESIYyK9uWxjZe4WnfzAWZygj8/L8pkwU/n+fBoMduWDmHjg4Mx22z4KaWMiPLuVVb/r+Ce1GDe3O3wHthX2MiyIREcc9OtBZgzIAit0UJFq/5/TPabuoxUturZcqWO8XF+vD4hjh15DTy8IYcpCf68My2Rt/YU8MzoaJ7ceJkuk4Ow1nYYiPJRMjnBj32FrrFLE+P9kImFvLE5n+/uTWXN/QPpNFkQC4Vca9JytKTZbS55facRgQC+PlXGjwsy+OPeAs5c74YGaWT8fWYywyK9XT6zQiIizk9FcbMOrdHK3B/OMWdAEN/NS0MsEiAWCJCLhGy8VMuf99/sFp+rbOfzk2WsWTSQpeuynS7+4PAJ+P3kBLfXo+j6HLfWYKa4RceUr0+7JCGsOl/FX6cnkt+g5a0p/Xh2VAweMrHTPd9DZkEuFrB2USYRXnL+driYv3ab//ZSSPjm3lT+friY92f151pjlwvZ747Xd+YxOsaX4OsjDl4KSa+JD1mVbSQFqMl7dTz1nUZWna/iUm0nqcEaEAj43e4CKlr1vDY+zu173YAd+PZMBUVNXZx5dhRak4WaDiPVbQauNXUR7CHFTyVlxKcnnAZ2AgE8PTKK1fdnOIpqV+s4X9XO4kFhrL5YhUgo4E/7ChEKHIW/vQWN7C1oZP3iTCQiQa/JEX4qKTk17UT5KPnoWCm7HhnC+gcGcdf3Wc73Bkdn/NXxcbx3oIgfFzoiNO9SSsl7dTy/Xqmjok3P1H7+pId4OuM16zuNvb6v3mylvtPI5K9PMzHej0eGRfK+G1WEn0rK8Chv/JQShkY4rlubzc6r42N5fkvPzppQAKOiffj0RBlPDI/izcnxSEVCQj3lFDRombnirMv9TiUV8fK4WKdHBcBHx0rIDPckwkvJwDAvhEIhK7Mq3X6Oe1OD2ZnvmAN+eGg4Gy71lNnO7h/EpZoOFrtRpvTh34MxQbE0NrThJ7q92ZjCLibywTRqDpWiifNGX9fTs0Tqo0AxP4ogQxMSoZCh/uGcbChnS8UVPh02x60ZHsDiuEFcbatzu+wG7HZH1N3TpzfTZtIjAPbV9E6s99cUMikkwYXw9/P050RdKevHL8aGHV+ZkuZunVib3c7R2mJ2TH6YD64cYUvFFYQCAfdEpbI4bhBPntyIUixl1diF/Pb8Lqc7vJ9MxbuD7yRe44eXVM7B2zjni4QCCtobODz9ST68coSTDeUEKtS80H8sGb6hDNv2CTqra7F5f00Rad4hPJk0gvcuH2J6eFKP7dboO/jDxT1k+oVzrL6numB+dDrBSo8er/934S1T4i1T0s+r97HF7ijqcB3B21WVzz1RqU4VyKSQeO6PdZDmJmMXESovKrvamB3Rn/HBcdjsdnZX5bOvpggvqZxh/pGsHns/vjIl2yYtxUeq5HRjOX/ImMrb2fuw2m2MC4plWcJQ7ju8ypmk8HbOPv6QPpmcu16i1ahDIZaC3Y7BZmbD+MW8krWNSLUPHw+7i0M113g1azt+chUtRh1f5p/k3qg0Phgyi7/mHGB2ZAqV2jbKulp4+exWmo06ghQank4a1UMN0Ic+9IY+wt+HPvwLuFDV3muXa0VWBd/em0Z2TTuvjo9lTIwvl2o6aNGbeWFMDC06M616E6vOV7n8X5in3EUqfAMWq43vz1a6jQPTGq1svlJLfaeRCfH+2Gx27HbYX9TkkkudFuKBh1zMxDg/RsX4crGqjWXrc5yzwjewr7ART7mYpUPC+fJkOQ1aE/NXOYyG7ksPYWysa/6r3mSloctBFtRS0X/Z6CrUU8HyeWk8siGH3HotgRoZmaGenK92neNPClQzLNIbq82On+p/1nVr0Bp5bXsuP5xzPe4vjonh6ivjKGnWMeWb01htdmb3D3J2W+evOk9igJqhEV48PjyKxYPC2Xa1DjuwaGAYgRoZx0ua2fjgIIZEeLE+u8bF3f03E+KQiNwXKl7emsvGBzNZm13NnUkBvDYhHqEAIrwUxPkqUd8SleYhF/O7SQnsue4nYLHZ2ZBTy4acWgQCOPn0KNQykQvZv4FOo4X3Dl3j4aGR/KWbdLyyTU+cn9Lpy3Ar6jsNXKrtQCwU8OuSwTR0GREiYPWFajZdruV3uwvYsmQwZqsNn1sizSQiAWPCFOwv13G6vJV12a4kq01v5sE12ax7IJO39xYS5dO7SqSsRe/SlQ1Qy/h6bhpjvzjRg6w+NTIKP5WUrKp27lx+xlnMOFrSzFenyvlufjqfHi8hQC11Eu9bMSjck/zrLu6Hi5spb9Vz74/nnEkEwyK9WX5vGlfqOlwUKnNSgpnaL4DjJS2IhAKeGB7JqGgfduQ18PqEOMxWO7sfGUqbwYJSIqKgQct7h66xM6+BeakhrL5Y3WNfpCIhsX5K6js9OFbSQmmLjvJWAxarjdPPjuJYaTOlzToyw72I8lYiEsDqRZnO4ohKJibeX80rvRQ45JLbF/HaDWZMVhu7CxqYmxrMA5lhrL5Q5Txu0T5K1i/OJPaWNAmhUMC8tBBOlrWyPufmuZeKhHw6J4XlZyr49UodZS161j+QSZfJysmyFoZGePHF3QP48mQ5zToTI6N8uDcthN/tznNRwjR1mfBXSQn2kNGoheQANfPSgnuMCEV6K5gzIJhZK84yOtqHBzLDadNbyKpow2BxGBQuyAhhbmoICf4qQv4FtVIf/jUEKjRIA4S0t3cRrfahVNuz0DslJAEfgRxFsJqQabFgstOSXY+lW6FSpBCjWBrH9voCWow6BvmF88Xwubx/5RAbyi5xpa3OxTTvBh6MG0SH2ciG0hyeTR7NgVr3YzQLYjL4x5UjeEhkbJiwmAO111DfhlSpJTL01pvF0DfTJ+MpUTDQL5TLrbVk+oWzddIyNpdf5mhdCT4yJffFpFOta2fKnm94of8Y3kyfjNlm5ZuCU8w58L2TND524heeTh7FW+lTUImlRKq9udpWx8e5R5EIxDwUP5hN5Zfd7tdDcYP54do5jteXsjR+CO8PSaXdZGBNyUWajF09yP4NfF1wmrnRaTySMBSpqOdvw/7qIjaU5fDh0Nm8mT6Zz/NO0GLUoRJLeTB+MC/2H4P3/4dGcp4S12eRPdUFPJU0kt1V+byWOoHC9kZeOruVFqOOcJUXf8iYypkZz7K86Cxf5J0kzsOPscGx/C59MiWdzdy5b7lz/j9E6cGXw+eS4RuG0Wpm/9THqNK108/Tn9E7P3dRO1jtNt68uIeKrna0FiNrSm6mkowJjGFpwhCK2hsJVmiYGBLP/Jh0KrSthKo86TKb+EP2Hu6KTOHQtCdYXXyBGl0HK69lObdRp+/kdxd2YbJZeG3ABOS3iSfsQx+gj/D3oQ//Em5kYbtDh8FC/yANCX5KCpq6mP19FtZujGJYhBef3j2At/bc7BaopCJ+eXAQIW4Ic4fBwu589w61ACfLWpiTEszHx0r48p5UEvxVPfYvp6YDoQAS5znkb1qTtQfZv4HNV+rYsHgQ356ucM4uAyweFO7Sba5s0/P2vgJ+PFeNyWojzk/Fh7P7MzraB49/kumtkYmZlxbCqGgfdubVU9ys48eFGZwqb+Xb0+VY7XYWZoQyMd6fM+WtZNd28NbkhNtu85/hRGlLD7IP8I+jJQwM86RNb+b9mf05WdZCVZurrC+/QUt+g5YfzlURqJGx6cFBfHq8lEd/uYTebMVHKaG+08Tndw9gRnIgf95f5OyE78xvYGFGKOfcmBI260xUthnIDPMizEuBp0yMt1JCdbuBWqmIADvO3PAbSAnS8PXcVJ7fctWZluAhF/P3GcmAneOlvefaHytp4bnRMS6vpYd4EKSRuVVPWK02ipu6kItFbLpUi0QsZHSMD0euNdPP35Eu8fs9BRQ2dhHsIb+eaS53IZCd9VVMT0pi0EdHe2wfHB3kvPpOGrRGxsf7uV0HHFJrqchVAZMR6sH5F8bwzv4iTpS2EKiR8ZsJ8YyK8UFrsrLo5ws9lAsWm52Xt13lg5n9WXmuir/PTOalra6dQJVUxJuTE5xjMABX6joI81I4zfJOl7fy3K9XeGd6ovM9pvbzZ0qCP7NWnHWS4XXZNQSopWxYPIg2nZmvTpW7xOtlhHqyamEGr23LY8ODmVyq7eByN9WNRCTgq7mp/HyhikWZ4bx36BqR3gqKGrU8vfkKc1KCeHNyPCdKWym8UM0fpvZjULhXr8fRHQLU0l7TNuL8VFRcn+u32+GRDTk8MSKKLUuH0GmwEOGtoNNoIcrbPUkO8pDzyV0pPDosgjMVbXjIxUR4K/jiRJmzcGW321FKRYiEEOwhZ8RnJ/BWSFgyOJyxsb58fqKMGd+d6XEuFRIRGpmYj4+Vsja7GrVUxLvTk3hwUDhfniyj02Tl3tRgBoY5vCz2PzacBH8VQR5y3pmWyBMjIukwWJCIhMglQjQysYsxZB/+d+CtUKGyitk6fgnTD37nMtue7hPCF4PvxleuRmcxcUBbitlmY/iSJAwn62m/7LhmPJb14/2Co9wVOYCv80/xTs5+xEIh90Wns2Pywyw5tpYZ4ckcuONxsltqaDPqGezv6Ea/mrUdO3aiNT4M9gsnq8lVFRLv4cfcqFRGB0bjIZUzdc83eMkUvJIyjhMNZW4/09L4IfxafoVZEf25LzqdnJZaRu/8DIBzs57ng8uHqdN30mrSMToohi6zkdfO7XCOCKwoOkOGbyhai5Gfii84yT444vF+c24HAI8kDCNQoWZnVR7DA6KYEZ5Mvb6TGeHJbL9F0RDn4ceS+CEUdTSitRj5JO8YXLfEGOofQY2u52/SDWgtRpoNXQzwCXa7vNnouA++cGYLk0Li+XDIbOQiMVa7jQ1lObcZ0vu/QaTax2UUwo6dpcfXcXT6k7yTc4Cfim8mJlR2tbHs+DreGTiNsUExTAiO40JzFRKBCA+JnA2lOS5mfzW6Du45uJItk5by5Mlf+Gz4PchFYk40lLkdbQBYVXyOlaMXuBD+o/UlzIhIZmJwPB1mA7+7sJu89ptqwGi1D9+OnMd3hWcIkmuYEBLPlD1fu93+3y4fYnHcYKL7ZP19+CfoI/x96MO/gIG9GLSBQ47tKRfT1GVj4U8XenQPT1e0sfp8NRsXZ7Llaj2Dwry4IzGACG+FW9IlFQsJ1PTeWfBTSWk3mGnQmvBWSFg+L42JX53q0fX88x2JBF6fnW++jfGW1WbHbLUxZ0CQs9AwNMKL/kEaatoNSMUO2fFd35/lYvVNs7drTV3M/O4sO5YNYVqSq+zOaLHSoDVhtdlRy8T4qaSoZWIS/NUk+N+cwUsK1DAxzo+qdj17C5r464EiHh0eyeyUIPzV/7WccHdo1ZncmrPdwLrsGpIDNYR7ybl/YChKiYi/z0jm85OlPSTmI6K8kYmFzBkQzJwBwWy+XMuGS7VYbXYOFjVS3KTlp/sH8ud9hZwqbyWnxlGsGBbhxelbDMxGx/hwo6Zis9l5dssVzlW2IxA4yMyzo6J5cWyMS1yjp0LCA5lhjL9+nKw2O75KKT4qKYEqqcs5AQcpHhbpTV2nkcPXmnvMrP9lehJRPu7ltRVtet47VOwykvD+4WKeHRWNFIesPjXYA5EQPjxSzNrsGjY/NJiJ8X4upN9osfVIq7j1fXRmG4PDvFBKRejcuOw/NzoGtVTE5doOTpa1oJaKGRblTYyPkuX3ptFhtCAVCfC9fqxy6zp5akQUR0taOHitCZFQwMzkQGb2D0QiFBLnq2Tr1TpeGRfD6WdH8Y+jJVS26hkc7sW0pADe3J3vQoB9lVI6DK6f4cC1Jt7hps/EEyOimL/qfI/vfIPWxO93F7B0SLgL2Qe4WN3OS1uvsnXpEGJ8Vex+dBi59Z0cKGrCWyEhNcSDvPpOHhwUwaMbHDPHz46KZsVZB0nZfKWOBweHE6CWsj6nBi+lhFULMrDa7NR2Guk0mLHZHesVNWqZlODP2FhflwSFAJWU9Q9kMvXb0y6eAJ5yMT/fP9Cp8gGHGuLzE2V8fqIMkVDAjmVDyAz1xFclw2p1xDxKhILrYwYCfFVSzDYbLXozK7Mq0ZutPeItXxkXh49SSlOXkT/uLaDDYKHDYOEPewtZ90AmB4qa3I6cPDI0go+OlfDlyXLna0M+Oc7CjBA+nJ3C6gtV/HS+mm259bw/sz/9/FXYsVPbYUAoEBDjo0LYi6Fhl9FCvdZIVbsBpUREkEZGiIe81/X78K9BqpbRT+LP0SlPUtHVSqWujXgPf0LkHgQqNYgkIio7W7DZ7XxfeJaEQdNpGiolYkQiPjIlV0yNzIkcwPzDq5xz1xarjZXXzrGvpoi9Ux8D7OgsZn4py0FvMfPu5YMujuomq5UVo+ZzqrGcbwtOY7HbmBXRnwyfUL7MP8HC2EyudTSxYvR8/pJzgDSfUKaFJbKrKt/ls8wIT0YplvDKgHGsvJbF06c3u+Tem2xW/BUqBvgE8/jJXzhY21OCn+AZQLjKi8/yjjM7oj9rS7PdHrfxwbE8eWoTbSY9F5qrWXXtPGvHLeK+6HQWxWbyXeEZDFYL08ISSfIMwGi18u6gGeS2NXC59abypVbfyfjgeD64csTt+0SpfWgzG5wJBbdiYnA8b13cAzhGAPbX3FRKpPuEoJH893+v/x0IUXqwZdJSpu75xqm8aDRo6bKYXcj+DQgFAhK9Avn46lGO1pc4X3/j/E4+G343IqGQrd1M/yx2G2tLLjIsIIoFh3/i5IynexSOusNgteDuzrG25CLTQ5P47fldLmQfoFTbwotntrJq7AJqujqQiES9etcYrBaajV19hL8P/xR9hL8PfegGs9VGbYcBvdmGQiIkxEPunEsGx0x+ZC+563+c6ogXW3Oxxq1UGGD52XIeHhrO+zOT8VbefvZKLRPz0thYduW7j4VblBnG73cXsDAjFLVMzOBwLy6+OJb3DxdzqqyVcC85b0yMJzXEw+lYf2uMXndIRUK8FGIeHx7Fj+cq+WROCtP6BWAwWyhs7GJ/YSN3JAX2IJY38MLWq2SEeTo7ZVVtet4/XMzysxXoTFYGhXvyyV0ppAV7opD2lBJH+igJ85ThZ+skYkIsCjfRfv8qTFbbbYscoZ4yJsb78dK2q86Z8AHBGv4xK4V/HCl2ds2/uHsANR0GJnx1ig6DBYVExAOZYfy0MIPFay4S66fCSy5BJIB/zEpGIhLSYbBQ1NjFO9OTaNWZWX62AgFwV0oQQgE88+sV1i7KZMo3pwn3UvDF3QMI9pDTbjDjp5JS2qzDSy5xuf7k12f54/x6EvUbYxcLMkJ4eVws1e1GfrlUg5dcwur7ByISChALBfirpXxyVwqZvRSvqtv0bLla59Z/4JPjpax7IJN39heybEgEQ8K9eXFrLlabnXt+OEfeq+OIvi7vlslkdBjMxPoqKe7FlG5sjC9Dwr3wkIvZ+8gwZqw46xK3d09qEEuHhPP8r1dZdeGmSkMkFPDdvDTmDAh2ytdrOgzsLWjg8xNlGC025qYG8/7MZDqNFn6+WM1LW3MxmK3MTA5k44OD8VRIifZR8tXdA/jlci2bLtfx2fIzLt9dtUyEt1Lq4n1wAzUdBjLDPFk0MJROowWjxdZjHYAjJc08Nyba7bLceq3z8wZ7yB1d7ghvqjoMHCtt4XBxM69sz0MogBfGxGC127lwffzFSyGhtsPAM6OiuXtAEFqTFa3Jwu78Rn6+UMWs/kE8+sslrDY7QgFIxSIivBRUXY+DDPVUoDdbeHV7Lj/fn8mV2g6Km3X0C1AxJsaXII20V4M7sVBAvL8aX5WU0hYdq85VsSOvHl+lhEWZYejMVsRCAXF+KgrqtUxK8HMh5wCLMkMZFe14SG3VmZ0+Fjfw9r5CVi5I55H1OS7H/86kQOanhzD2i5M99uvnizXcmRRESrAHf9jrUFKZrVf44u4BfHW6nE2Xa5GJhDw6LJL56SFOL4MbaNQa+fhYCX87VOwsNARqZI6xnXAvl+9iH/77EMnERMh8iPByT1Ia9Z2caSxnacIQhm//1EncJoXEc29UGllNlW5j7ap17eyuyufOsEQaDVqWxg/hmdObnWRfJhLzh4ypHKkrRi2RkuQZyF0RKWgtJvZUFfDHi3sBh+HdqrELmXdoFStGzaPdpHMYpsVmsqe6AAEwNbQfVbp2Fhz+iT9nTmN/TZEL2VeJZWjEMiq0baR6hxCk0PSIhhMKBPw+fQo5LTUEytVMCInnQO01Gg2uKrw7w5Ko1nW4uN93mA28f+UwA33DGBcUS6zGF4lIxC9lOVxormZccCwbxz/IrimPcK2jiaymCiJU3mT6hSMRCon38HNmzXfHyynjEAI+Uvey/BgPX0YFRHP8lnQAAQI+GnoX/vLeo33/LyASOuIQL895mYM118hvb2BeVBqVWvfGu9NCEzlcd82F7IOD2D91ahNbJi1hW0Wuy/hWbls9E0Pi0VqMZLfUMMiv90SFGI1vj1hGgC6LCa3FyMlelCN57fXU6jrZWH6JZ5NHs378YoQCAVsrrrK6+ILTCBBAIeqT8/fhn6OP8PfhPxpNXUYqWvVsulzL5Hh/Dpc08+HREjoMDlfql8bF8sjQCAKvk9hQTwX7HxvOknXZTjKolol4a3ICc1KCEAgEPbLNu0NrtCIWCf8p2b+B1BBPXhobwwdHXH+Mlg4Jp1Frot1g5pFhkUiuP4gmB2r4fM4AOowWFBIhHnIJHQYzxU1dnK5oxWixMSjc063MfOmQcGJ9VezJb8BbIWFgqCcFjVpWZlVitNhYkBGKQuyQ0nYae8rXChu76Lreoa3tMDD7FiXAucp2Rn12gmNPjWR4VO/VaG1bM9Ko3n9Ab8BitWG02pCLRb3Gj3kpJExO8KfITXa5RCTgocERjP3ipAtZu1zbyYKfznP4iRHMX3WOUdG+FDZ18dHRm+dAb7byzely6juNvDQ2lrtSgnh7byEvbruK3e4wcJueGMCjwyNZti6bU8+OBBxS/q9OlXGxuoMHB4WxJruaSG8FX81N5ZnNV1wy1mf3D+TP0xLxkEsI9/rns8XBHjJWLUwnylvFa9vzXLwcvs+qZF5aCFdeGYdKKiLEQ+5WVdKoNbIrv4Fvz1T0+j6bL9eSFKghNcSDXy7VOMdWTFYbZyvanIRfqlDz+dlK3pyc4GK4dgNhnnLCPBX8eqWOYZHeDInwIvvFMRQ362jWmUgO1BCklvHr1VoXsg8ONcpDa7PJDPOkf5AHte0GFvx0nmPdxhqu1HWy/EwFK+/L4NvT5U4iv+FSLbsLGjn73GgAvJRSJif48/GxEheyr5SK+G5eOn8/3LMrd8NvYU5KMLsKGpnaL6DX4wX0aowHjlz67tHwZ6raeHrTZV4YE8NLY2NZNDAMqVjIhpwaPrx+Dd4o5G28VMOGnFpGx/gwPNKHwsYu/nGkmNcnxLPgp/NYbXYeHhrBooGhnK5oY3dBA8Mifcit6+SvB4v4/eQEMsO8mLXiLClBGkI95Zwsb+H1HXmUvDGRb+emMntlVg91yN9nJhOkllHY2MXIz467qDh2FzTy0OBwgjQylp+pYMngcJp1ZrYsHczJ0lasdjsjo3zoMlmcsZjuCqRX6jp5fUce78/sj59KSqPWSGqIBz4KCaM+P+G28w+wNbfu+j1bhs1u56O7+jPmixMuRYNXtuey5mIVW5YOcUkZ2VPQyF8OuJ7vG8aFl18eS4zv7Q3n+vDvgVAgZEJwAjP3f+fSmbfa7QQqNBxy0ym/gS0VVxgeEEmE2hu5SMzPYxehtRix28FDKuP7oiwSPPzZXH6ZYKUHb17Y3WMbTcYutlZcZVxQDI+c2MChaU/w6r7leEkVjAp0FO+eOrXJKRv3l6tpv8VN/6Ohs9hYfpkVRWc5VHuN70ffx4dXjrCvpgg7dpI8A/lw6CykQhG5bfUMD4hEazayZtwitlVc5UBtERqJjCcTR9JlMfH0qU099vNg7TWeSByBwWbhq4JTLssO1xbTYtQT4+FLsNKD0UGuI13bJz/MC2e2sLs6H5vdToBczWupE2gz6ZgRntzj98Fmt9Fi1CMVilgzfhFf5Z/is7zjtJsMDPeP4v0hM0n1dj8G8H8NsVBEtMaXZf186TQZ2VdT0KuvwLzodJ45vdntMqvdxpnGCgb6hnK++eZvULTGx1m8Od9UxYNxg0j3CSG7pach6OsDJvBZ3vEer08NTXRbCHD9HEJEAgHDtn+C2WZFKhRxf+xAfhyzgAePrsFitzHAO/j/8yJLH/7fQB/h78N/JMxWKxWtBsrb9FS06vGQSVh1ocoplwVoN1j4/e4CGrUm3pmW6OySx/qp2PzQYBq7jBjMNryVEkI8ZM7IukkJ/r3KyNNCPPD6J3Pu3eGnkvLGpHiWDIlgT34DnSYLA0O9OFrSzJ78Bk4+M4poHyVtejMNWiOtOjMauRiJUIDVJgbsHLrWzOHiZj4+VoqXwtHt/eBwMQevOQihWChgyeBwnhoZRdoHR+gyWflwVn/+dugaW6/e7PJuy60nM9ST7+anMe/HntI4hUSE5DrxzqvvdKsEsNnhxa1X2b5sKL6q/567rM5koaRFx9enysmr1zI8ypvFg8KJ9la4dOCatEbOVbYzLz2EH85VOosRN3B/RqizmHErjBYbK7Iq+HXJEORiIRkfHiXWV8kzo6IJ81JgtzuKRZ8eL+X3UxLYcqWOTVduuj/b7bAjrwGZWMiaRZkcvtbCTxeqUEhEvDg2ltoOA2EecpafreSPU/vx6IZLVLa5PjBuuVpPsIccP5WUR4dFEualwGaz9yotVkvFZIR49jBuvIH1OTUsHhTG9KTe3Y4btCYMFptLl/1WtOrNpAZ7IBML+cdR10JUg4uawk5qiAbF9TGJdw9eo1nnWD421pc/Te3H6ztzCfaQU9dpRC0TE+GtJKKb5Lyu08B7B3sfyfg+q5L3Z/bnQnW7C9m/gap2A5uv1DI9KZDt3RQLnUYLfz98jU/vGoBCKsJbLmHjg4Mpb9Vz6FoTIR5yBoV7seZilds8+fvSQzlc3MzvducjEgp4ZpT7Dj5AlI/itsczxEOOzmRBKRVT12HgsQ2XKGrq4pENl1g0MAw7dlZfuGno9+yoaLRGC/d1k9sfvNZEkEbGDwvSeWdaIiXNOgwWG8+NjkYpETHuy+5koJhZ/QP5aHZ/HtlwiTWLBrI2u5ordZ1c6eYhcKK0hRnJAZx8chjvHSklu6aDWB8lb03tR0qQBxabjdd35Lkd2ViZVcmvSwbz4dESlgwOZ+PlWj4/WUp6iCcioYDPjpcyIzmQeekhCBHgpRCTHKgmt961s5lXr2XxmotceXkcY2N9UEjEVLfrnQaK7mC3O0h6iIecF8dE88WJMrcKjQvVHZwqb2VuqoPw13Ua+OPeArfb1Jut7Mpv4KmRvZ/nPvz7EKz04Fh9iQvZBzjdUM5fM6fjIe3db8FTqsBfrqZG106NroNFR39Ged10T2dxXAe/TlzC3ppC9lX37r6/r6aQJfGD2VaZS6Ohi3ujUllXmuMi73a8n5xkr5sFv1ClJy+ljKWfZwCvZG0HHBLtBYd/Ykn8EB5NHI7NbidC5UVhewOtJj33RA1AKBCS01yDAAFPJ43imaRR6CwmTjaW8/jJX3rdT6lITEUv3WuDzf1cOTjm/L8YfjdVXe00GLSYbBa6zGbujhxAuNrLZd0KbStrS7NZV3IRuUjCI/2G8mjCUB5JGIodUIml+N4mDvH/SzQZtJRqWzBYLfjL1T3UEwqxI+KuNzQaupgRnswbaROx2GxIRSLClF48cORnAOI9/Gkx6lk3fjHvZO9jbWk2JpuVKLUPfx88E5FAwNsDp2GwmpGJxOyuLmBbxVXuCO2HyWZFLBD2iE28AZlIzIqim0Z9JpuV74uy0FnMPJY4nI1ll1g3/oFeIwr70Ifu6CP8ffiPQ12HgY+Pl/L5iVK0RisBailblw7ht7vz3a7/xckynh0V7ST8AL4qaa+ENSVIQ0qQxuXh+QY+mNmfAM2/NuPmrZDirZCSHKihU2+mSWciOVCN94Q4vJVS6joMvLYjl3g/NR5yMR8dK6GsRU+Ih5w3JsYxJMKbz06UAQ539PtWnefpkVE8NyYai9VOpLcCiUjA2C9O0mWyEqSR4aWUuJD9Gzhf3c7Vuk6GR3pzqtz1IWPp4HCnV8DtzAbPVLShNVn+W4TfZLWyp6CRe3885+wKHrzWxAeHizn0xAiGRnpf/5wm3j10jX8cKSEzzJP1iwc5ixxCAcxIDuTZ0TEsWZfd63tlVbQRoKrljsQABoV58eLYGH67K5/8BscDQ7SPkj9PS8Rotrot8AgE8EBmOI9syHG5Fn65VMu9acGMHxfn9AW4lezfwPdZlRx7aiRHSppp1Zk5XNzMuFhf7kwOJNJLgVAooLbDQE5NB5dr2wnxUPCzG7f3G/jwaAljYnxQy9wXnbRGCxeq2xkT49vDWf8G7kwOJMFPRVmLDrvdYf7nIZdQ2tLFpG7mezazkQlxYfxudz4Gs5V9jw2jvtOIRiamqElLU5eJp0dFY7LYeP/wNZ4cGU2AWuai1rBY7dR19q6YKWvRYzRb+PZMea/r/HqljlfGxboQfoDtufX8cWo/NDYxK89V8pud+ex8eAiDw72o7zTw0tarvDo+jopWA9ty67DZHaME89KC+c3EOAZ+6DAjtNrsHCtp5r70ENbecswEAvjr9KQe9wKZWEiEl4JIbwUny1v4+FgJf5jaD6PF5qJG2XCphi1LhrCnoJGmLhMSkYBJ180Bb0Vdp5GvTpZzX0YoUT5KVFIR42P9uGtlVo91t16tZ3S0LwOCNSw/U8HCjDA+OuZavLEBSokIWXs1K+en02G00mWyUtaiI7euE3+1lG25vUecna1o5aeFGejNNu4fGMq7B6+RVdmGUODwZViUGcbOvAY85WKifVSsWjCQoZ8c69G5f3lcLCGechQSx/3XTyVlYUYoHx/rGQkGMC3JQb5qOwz0C9Dw+k7393WAH7IqmZkUiEwiwmK1U9LifvQEILu6pyqqD/878JEpqdX3LBjrrWZONpTxcMJQnnLT8QaHG3+gQo3OaqLDbEQkEDqJ/g2YbFZMVgvq28ybq8RSjNbrijVdBw8nDONqWz1XWutQiCQYrBZUYinrxj1AsMKD/VMfRygUoBJLefP87h7d7jaTng+vHuHDq47Z+UPTnqCos4lPc0/QZnJ0zhfFZvJQ/GBm7PuOJfGD2Vx+mTczJve6j2ODYvGXqXg1a1uPZcP8I9lZmet093eHcLU3IUqP651mAf5yFZ1mI4XtjXSaDXhKFUiFIibu/pKSzpsF1dON5YwJjOEfQ2aR6BXgiJz7P4bBYqbNpEciFN222FCj7+DVrO2keAfx9Yi5LD66Bq3l5m9Kta691+48wITgOAraG1h05GfnaEmyVyAfDJ3FOzn7GRUYjadUToTamy9G3MNbGVMx26x0mg0oxTJeydrGziqHY6JIIGRedBoHpz3Bm+d3Mz8mjaUJQ/im4HSP9707ckAPz4gb2FCWQ9bM53klZXyP4kwf+tAb+gh/H/6j0Koz8fyWqy5RUQ1aExVtehdH/e6w2uw060zE8l+rYAd7yNnx8FDe3lfAqvPVGC02+gdp+Hh2CkMivP5H+69RSNAoJOhNVuq0BspbdWy8VEen0YrRYnPJva7pMPD6zjy+m5fu8tk6jRaXTPRfHhzkYq52R2IAmy65xlt1x9qLNSwZHOZC+AeFe/LUqGg6DBb81SICNDLi/VS8MCaGIA+50xDwm9PlRHorMJht5NS0o5KKCVBJaTOYMVpsyMVCVKrej3Nth5HFay72kAAbLDYeWHORI0+OINhDTm2HkX9cH4O4WN3Od2cqWDYknN9NikdvseGvkiAXCwn1kJNT496TIMRTTrPOhNZo4XeT45nzfZZLZ7G0RceDay5y+tlR/Lggg+YuE9+drXDOIk+K9+NsRavbws+GnFoeHBTOzORAzlf1TiSMFhtGi43d+Q08MjSC785WsOlyLW/uzufwkyMIUMtYvOYiB4qaeHhoBL4qGVo34xY3oDVaqO0wcrSkFpVUxJAIL4I0MpRSMS06Ex5yMeuyq9n/2HC2Xq13pgHcQKinnAgvBV4KCd4KCWeeHYXJakMpEaO3WNl0uRZ1QSOTEvzolPvz4Z585GIh9wwIxmS1YbXZKWvVcaG6gxVnK+gyWfGQi3lsWCSNWhPFTV0kBNzsVmhkYoZFerOv0L2PxfSkANoMZkRuxhNuQCgQ9JCkg8MjQyQQUNNhcJoOfnWqnMPFzXgrJDw4KAyt0UK0j4JNDw1GJBAQ6iknu7qNvx685iLTf/9wMV/ek0paiAffnqmgpt2RwPDq+Fi6TBbuTAqktEXH5su1vDWlHwn+aq41aYn0UqKQihyy/M9PsPfRYT3O/zObL7NqYQY7cuup1xo5VdZ7GsPW3HoeHxGFTCzgwguje8jTu2PluUoWZoTy7ZlypiT4uywTCGBIuIMkWK1W9BYb7x68xpenypzHctNDg27ryG2x2fnhXBVlLToeHx7Fl/cM4KlNl/nqnlSOljST+eHN9AZPuZjNSwaT+8o43tpbwImyVkI85Px2YjxDI7zw6pZYIROLeHZ0DBtyaqnpcO3MjY/zxWqzIxAJqes0YrPbeyQ8dIdcInJKl6UiIYkBavLq3aeYDIvsM8X6v4JCLGFkQDQf0NNY7qWz2zhx59PcGZbEjutE6gaWxA1moG8oKomMQIWGLRVXeSxxOF/knXBZTwAcqCnizfTJTjJ2KxbEZDid1cPVXiwvOMO6cQ+gs5ip1rXjL1fjKZVTo+vg4RPrHTn3cjUvpozliaQR7K0q5MsR99Bi1PFq1na6uhUd5kSmcKj2Gtsqcvlo6Gw0EhnW61+srRVXWRibQT9Pf6621XOotpil8UNYUeRa5FOLZXwwZBbnGiopaHe9PypEEl5PncATJzeiEEl4Mmmk2xEuAJFQRJDSA3C41j91cqPzuAoFAuZFpfPXzDtZdPRnF8XF0foSsltq8JIqiPbwdbvt/w1YbFZKOlv4x5XD7K8pwleu4tUB4xkdGE2AQuOybpfZwFf5DnXTldY6/nLpAD+OWUCptoVWo47xwbFoxHLCVV7MPfhDj/dK8PAnQuXFvEM/urye21bPg0fXcGT6k2gtJqx2G1abDYVYSpTGhzpdB0Xtjfz9yjYXbwCr3caakosIEPBSyliePLWRD4fORiIUsaLwLHqrGalQxAOxg3ih/xhm7P/O7TGw2e2YbNY+st+Hfwl9hL8P/1Go15pcyP4N3O6hEBxy9X8F4V4KPp49gN9OSsBitaOWiZw+AP9TtOpM/HShile25fHd/DQ+PVHKivnpPPDzxR7rmq32XgsZNyARCWjS3pTlSoSCXg3IAAwWKxPi/fn7DCHNOhNpIR606Mx8eqyEp0dF46+WcU9qMHF+al7edtWZa++lkPDBzGTkEiEZ/zjiIAT3pXOusp1vz5Y71Ra/nRCLT6iZAE3PY17eou8hzb+B4uYumrtMBHvIOVbiIEXTEgN4elQ0e/IbWHvdkX9MrC/eCimv7cjl/swwdvaiRrh/YBjPbr7CyCgfTle0upURW2x2PjhSjEwsYm9BIy+NjWFqvwD+erCIt+9I5N5uow+jon2YFO+HzQ678htYc7GaF0fHkBKk6bHdG1BJRZitNhID1Ky5WM0bE+P57EQpx0pa+MOeAuamhnDgunw/r17LiEhvpiQE9JBG38DM/kEsWZfNyTJHsUYsFPDNvakMDvfi0V8uMSzCm2mJgejMVjYszuTDoyUcKGpCIhIwJyWYJUPCeXTDJd6YGEesr5Ip35xh+b1pbM2t66EIeX1CHKEeCj46VsLqC9U8OjSChwZH8NOFKpdOeIfBwt8PF/PY8EgSA1R0Gsxoro+9eCok/GV6IgeKGnsUeQI1MsbF+vLkpissygxj8xX33ea5qcHsLuh5jp8ZFU2gRsYvl2p4c3ICc1ZmOQsc9Z1GfrMznykJ/kxLCmBnXj2zU4J4Y1cer46LQyxwJd02Ozz2yyUywzx5eWwsmWGe2OxworSZVReqEQrgrcn9+MOUBJ7adJnXd9wkGUqpiG/vTePb0+U0ak09PDaKmrq4c/kZ7kwK4NM5A/jubO/+ClabHalIgEQk5JNjpdS7kbLfQFOXo8DTP1DTw4T0T1P7ORNClEolmy7V8sXJMpd1jhQ3MyXB3xmxdyuGRfrwybFSDBYbT2++zD2pwaxakEF1h4GfLriqUNoNFqZ9e4YLL4zh87tT0ZutyMRCfHrxOvFTSjj0xHB+PFfF1tw6lBIRCzJCCdLI8FNJeeyXSygkIsQCAfPSQnjvkPvCxyNDI5CKHff+AI2Mv0xLYo4bRYSnXMzE20RH9uHfj/7eQUSrfSjVun7X7NgpbG/kr4Pu5JUB4/ml7BISoZB50emEKT0JUTnMSP3lahbHDuJMYzlRam8+zztBubaVBA9//OVqFsYOdMjpI1PZWH7J5T3GBsUSovQgp6WG2REpiAUCB5E/udGFwKX5hPDuoDvJbq5BZzFRqm3hmdObmR3Rn3SfUBYc/onBfuGsHns/9xz8wWm0tjhuEN8VnOXVAeN54exWZ0SfRiLjjxlTGRkQTYNBi9Zi5IMrh/lL5nS+GzWfn4rP02ToYnxQLE8kjSBW44evTMkK8Xy+L8qiwdDJMP9IFsRk8MfsvdTqO9hYfpnFcYPQ3GYMAqDJ0OUgsXU31Wo2u521pRexY2dZwlC+ync1ytxemYu/XPV/Svhz2+p5PWsH98VmMCkkARt2NpTmsKsyj/cGz3Dp9jcYdJR1u37ONVVy98GVfDbsbiaGJLCi8AytJj0PxQ9my8SlvHpuGwXtjUiEIuZEpvB66kQeOrbG7X40Gbs4WlfC3y4fosGg5cj0J8nwdZixGKwWApSaHkaAN7CuNJt50Wmcb67iqZOb+NPAqYwNigUgSKHBR6Ykp6WG5/uPJs7Dj01ll3sWfCT/96qKPvy/jT7C34f/KJQ0uzdJKWvRkRTovruTHKjGQ3b7r4rBbKWu04jebHWaoimkIiJ7cbp1B7vdTk2HAZ3ZikwkJLibL0B3ZNd08Nyvjk6+TOxwg7fZ7T26seDoEAqFAjzkYjoMPTu/SYFqGjqNjIr2ZcPiQQgEDiKQEqxh7226qu/sLyK3vhONTMwXJ8voMFiQi4XMTw8hKVCD1WZn0c8XXGLW2vRmlq3PYfX9A/FRSnkgM4yNl+vYdPmmmqBBa+K5rXnoLHZeGBODVOz6+c1WV9ItEwt5YUwMo6Id+etmm51GrRGlVMSwSG/uywhl9oqzTpnwttx6Pj1Ryo5lQ7hU28mAYC1/ntaP3+8ucBJKoQBeGx9HdnU7zToTefWdXLhNF/5cZTsPDQ5nZVYlL23L5ct7Ujnx1EgEAhAK7ASopXxzbxpZFW1svFyLUCDgngHBjIjyIdJHSU2Hwe38MsAjQyMpb9UxJMKbD4+WsPJcFRsfHMSxkrP0C1DzeTcSdqKshTcmxTPNS87PF6t6zC2HecpJDfbgd7tuygQtNjtL1+Vw6InhnK9s51xlGz8tHIhUJGTz5VqWDgnnhTExaE1W9uQ3cPfKc+jNVjqNFi7XdjqKPXqTk+wrJCKeHx3NiGgf9GYr0d5KQr1kvL2viLU5NTw+Iop1bgpuACvOVvDYsEjaDBYn4QdIDtBw4PHhPLnpMnn1WgQCmJrgz0d3pQCw+XId96aFMLVfT/IZ66tkbmowoz53ffAaGeXNlAR/WnRmwrwU/ONIsdvvz97CRn43KZ7s6nZmr8jCYrNzpryNnxZm8OP5qh7rn69qZ1hkJ0kBap7+9QpXu6k7VmRVEO+nYl+hq7+CzmRl6bpsNiwexBcny/j7jP7M/v6sy/fVZofpSYH4qaTMSArk7X1FuMOEOD/81TKmfHOKILWcuwcE9zpeMzLKh5yaDn43KYFNl2sYEKwhzFPOq+PjGRCswUMuwWq1gsqbdzZc7vH/P5yr4uf7B3KqvLXHvWV+egjZ1e0uRbKNl2r5zYQ43uhFYm+02PjlUi2T4v0YEuHdqxFnq87EN6fL+e3ufN6bnsTye9Ow2OwIBQKCPWTIREJ2PjyULpOVnXn13D0giB159T2UNnelBJEU6FpsGx3tw6dzUvjNzjxnTGGCv4p1D2QSeZuEkz78+xGm9OTncYt4O3uf01guXOXFb1InUqlrR1tnZFpYEh8Pu6vXbYSrvfCQyGg3G5geloRYKEQpkhKq8qSfpz/fFZxlWEAE90ansasqD7PNyrSwJDrMBl7N2s6baZO5MzwJtVjKK+e29yBwOS01/ObcDl5PncDL3WT1WyqusjR+KFKhiKymSvZUF/BE4nB2VuWjEEnwl6t5MmkEsw9879I17zQbefHsVvZOfYwEDz+EAgE2u503zu8kROnB3Kg0PKVy5kWkEqv2RSQUohJLWV+WwxD/CLykcq601jFr/wpM17frI1MiEf7zhkW9vtOF7HfHhrIcNk14qAfhFwig2dj7GMy/Gy1GHTktNYwIjOKVs9toMnahFEt5IDaT8cFxlHW2YLXbnTPtBW0NDPIL42RDGTKRmHlRaSxLGMr+miKePn1zJGR7ZS7jguL4eewiSjqb8ZYp8ZUpsdvhUkvvaserbXVEqL0p1baw7Ph69kx5FLPdSvl1z4DeYLXbnOfnclsttfpODtQUMS44lhpdBy+f3eqc6xcg4Pn+Y3gzfTJvZ+8DYIhfBAF9Rn19+BfRR/j78B+F7tLQ7vj74WKWz0tj2bocF5loqKecr+amsmTtRd6YlMDwKG9Ut8TF1XYYePdgEd+ersBgseEpF/PahDgeHhKBxWbHbLMTqJYgFff8upmtVtr1Fiw2OweLmnh5ey6tejMLM0K4OzWEAUEaFxOzNr2Zt/fdNBrqNFoIUEuRCHtXKHx8tIRVCzK454dzLvOxGpmYj2anIATuXXXOWezIDPNkxfx0tyQ0QC1lVv8gZnx3todywGCxOUnzxku1bjPVAT4/UcqSweEMj/LutfP25/1FzE93zCJ3R7SvEolIgNnqkOr+fP9AVpyt4N1uIwqZYZ78tDCDl8fGsGx9To+ZYJ3JyiMbLvH86Giq2g2IhCLOvzCGI8XNAMT5qViXXcOq64TOTy0lxlfZw7PgBiK8FTRqTfippHx8VwptejN/P1yMr0rKt/emo5aJWLwm28WBP6emg7RgD7Y9PIRwLwXfz0/n5e25TmWCVCRk6ZBw+gepifZVcbK0xTlycbayjWGR3kiEwh4k9dXtuXw2ZwDrFw/iuzMVbLlah1Ag4P6Bodw9IJgH1/RUgYDjfE1P9GdnfiPNXSakIgHV7UZ+vlDNjORAZGIR63NqnO83MtqX+avO8eTwKFZmOYwu5WLH+fjqVJnLyMjoaB/2PjqM6cvP0KwzuZXXg0ON0qo3O53bb0AhFTE21o/9jw2j02hFKhLgo5DioZBw8fpc9UNrsjnw+HAWZoSy8lwlBrON6UkBZIR64quSsuvhoWy8VIvBYmNivB8Gs43vz1YwpV8A/fzVTpWEO/x6tY6yVr3zOmrVm7lc18nCgaH8fEunOs5Pxb2pwZwub3Uh+wD3poXw5MaexBkcZDevvpMgjYwDhQ2sXZTJsZJmsirbCPF0EPfq6z4P0T5K7k0NZsMtYzcKiYi/TE/EbrfTqDVR027kvRlJfD8/HQ+52EmKv8+qYH9hE48Nj8BgcowbpYcm8sq4OOQSYU9/B6G4h3QeHPei13bksuuRoWzMqWVPYSM+SgmLBoahM1l5advVHv9z6FozPiop5b14VlS26fnwaAkfzOrfazJFQWMXv7leNHhlu6sce8uSwczsH0QgjsKAt1LKybJWvr03jfNVbWzLrUcmFrJ4UDiZoZ493sNHJeXRYRHMSA6kqcuEVCTEXy11Ro324f8OcrEEP5mK+6LTeThhKGablXazgcuttUwN7Ud+WwPhKvfRot3hKVPgKet5LQUoNLw8YBw1+g70FhNjgqLxlippNerpspqYEZ5MkEKDxWbjTFMFu6vcGzpmt9Twp4F39Hj9QnMVcR5+5LbVs+raefZOfZRMv3DnbP/qygs9TAlv4N1LB1gzbhFbJy7loWNraTJ2UaPrYNW1c3wz8l5o1cJ1o0BfuYqFMRksPuq+E/1M8ijk4t6NgpsMXZisFqp1vRe1b0jIb8WM8P6EXB8H+L+Azmwiv72Bdy8dvPmaxcTXBaeo7GrjkX7DWF54ht+lTyZU5cm5pkqmhSWxszKfT4fPYU3xRTrMBv6cs6/Htg/XXeP9K4cRC4TU6Dr4fNjdmO02AhUapwLjVgz2i+DppJEcri3hpayttJsMPH/2V8QCIb9Nm9Tr5xAgIErtjYdETofZwNOnN/Hx0LtI8wlhzM7PXda1Y+fDq0dYOfo+ghUeeMsULB81D78+wt+HfxF9hL8P/1FQSkQEaWQ9jMCq2w2sOFvBtqWDaegycaWukwQ/FRHeCgobtPx2UgKPbbzE6oUDGRrpjd5sobnLjMVmZ+3Far44We4kwF0mKxqZmH1FjXx/1uEOPzM58LrMXYVAIMBqs1Pc3MU3p8rZX9SEv0rKkiHhvH1HP8K9lKy+UMUzmy/jp5Lyyrg4xsT4EqiRoTdbXYylfsiq4pVxcbdVKJS36vGUi9mydAgHihopbdYxPMqbcbG+SMVCBn90zGUe+XxVOzOWn2H3o8NYn1PDyqxKTFYbM5MCeWpUNHevzHI7JhCkkRHiKcditXGmwj05Bkf2+CNDI6h1QyJuoMtkpUFrxG63E6CWobqusAjSyHhnWhKvbs9l2dBw1mZXsyPPtYN5vqqdhasv8I9Z/Wl3o2oAuNbURYinggCNjHk/nudcZRt3pwTx+72FVHSTN0d6K5jdP4gxMb4uTund8dDgcH6zI4+V96XzwparLqZrV+s7mRzv70L2byCntoPD15pYlBlOqKeceWkhvDQ2FqPFhkQk5NcrtVhsdmrbDfyum6FkUaOWEA85l+s6uC89xMWD4GpdJ/NXnePx4VG8Mi6W18bHIRYJkIuFDProGE1d7iXeFW16xsX4ckdiIBsv17rMzO/Ia2BIhBff3pvGwtUXmNrPn+zqdqraDHjIxc5tPjkyihVnK3p02Y+VtvDcr1dYfm8a4l66tjcgEQp6EP4uk4XCxi7e3ldATk0nsb5Kfjc5gdRgDd4KCQqJCL3ZyujPT/DS2BjenZ6E2WbHbLUT5innUHETL2y5ypgYX6QiIa/tyKP++vd/eJQPEqHAWURyB5FA0ENZ8ttd+Zx6ZhRLBofz6XGH+ecDmWFMiPfDbre7NYqTioRu4yxvoLbDyJyUYFZfrMIOxPurGBDsQVKgGrPVTl2ngT0FjfQP0vCnO/oxPTmQj4+W0KwzMybGhwcyw3n21ysEqmV8OKs/P5yrQme28sd9BZS1OK5ptUzEm5MSeHd6EmqpGKlYwMmyFiw2O4kBauTuTMysJvr5qylo7HlvuVzbSXZ1O0MivAjUyLgrJYip3552vt+tUEiFhHvJnYWaWzEgSMMnx0tp6DS6JfxGs5UPj/ae2vDuwWuMivbBWynFWynl4aHh1HQY0Zks3JEYwLTEAOQSIX4qmTPK9FZIRCIivZVEev/X1Vl9+N9BgEJFgqc/tfpOBAIBAXI1YoGIdSXZvD3wDkT/hc717SARiXoY2gUqXVUfHWYjnSaDSw77rWg16pGLxC5dXZVEivH631qLkcquNpYcW4tYIOTMzOcoaO/d2Da/vQGT1caU0H6cm/UCjQYtduwEyDUEylVcznEdQZgYHM/siBS2VFxxef2ZpFH093KfytKo76Ra10GH2cC2ilynpNwdBAiQCV3pwvjgOIQISOpl+/8b0FnNfJZ7wu2ynVV5vJE2kYvN1fzh4h4+GTaH0UEx/O7CLn6Z8CAz9i8nQuXN0Tr3MnuAjWWX+GHMAko6mpGJRHQZTTyVNJLfu4lu9JDI8ZeryWqqYl9NIXunPobBamFXVT6H7njitmaAd4T143BtMV+OuIf7j6zGZrcTqvTgk9xjve7bD0VZbJr4ICC4rdlkH/rQG/oIfx/+Y1DfaeR3u/L4+t5UHlyT7RKVFe2j5LcT4/GQi8mu6WBXXgPv1XbQqjczKzmQl8bFsnPZEGo6jFyu7eBqXSe/2ZlHp9HCvLQQti4dwtJ12dR3Gnn3ziT2FjSyrZsr+KnyVr46Xc7eR4eR4K/mSl0HYz4/6UIADlxr4plRUVxr0jm7y2UteuavOs+Dg8J4f2YyaqmI1GAPJyk9WtLMwowQukxWPpjZnwd+vuiMPgPHA/76BzJJDlTTrDOTFKCmsFHLuco2jpe2cLq8zS3RqWw3sOp8FY8MjWB8rB9yiZCipi7yGzpR9uJn8ObkBH7IqkQkFPDKuDhMVjs783o+1MT4KKlqN9Av4PYV6rpOI6M+O8H89BD+emcSHjIx7QYLc1ODmRDrS4vezLTlZ9z+b2699rY+BOCYdzZZbCgkIrZedXT+vrh7AIeuNdGgNTE0wouBoZ5E+6rwNZj5em4qz2y+guk6+RMJBbw2Ps6RWhDlzabLtS5kH2BinJ9bz4gb+PZMBTP7B2EHfJVSLFY75yrb8JCLWTI4nB/PVfF9VqXL/wwM9eJUeQsLM0IZGunNFyfLXVz+G7QmfjxfyaPDIhEKoFlnxm63MijMk929zFuPiPJxxv25M8g7W9FGTYeBnQ8PxUMuZsL1mLfsmg5GR/uy8XItY2N9+ehYCVP7+XNfRihKiYiKVj3fnC7nTEUboV4KbHY78X6qHsfJ8bk8CfaQI+92fdlsdq7WdXK1rpPJCQF0Gq3O2MHP5qTwwMAwXhkfy5/2OlQvHxwp4YPrZo1zU4N5f2Yy7+wvostk5WxFG0+OjOShweGYbTbMVjtFjVqGRnhxX3oIq867L+iMjvHt4WBvtdmpatNz14BgRkb5YLHZnSkebXoz7uoadR0G4vxUbos/jnPgjadcRFKAhhnfncFuh7emJJBV2cZHx0qcygixUMDye1Ox2ByydLVMTHZ1B7O/P+u85u9KCeLtO/pxzw/nXDwvtEYrr+3II1AjY/WFKl4YE8uclVkYLTbEQgHv3pnEksHheHebnbdpW3n3zkTmrDzXY5/91VKifVRcqGonykfBzxeqSQzQuCX8AgFMjvcnzEPh4vcgEDi+J3enBjMqyoejpS29+o4YrDZqO3pPbWjQGp3fT7hJ3vvw/ybUEjn9vQLxlCoouB5htzguEz+Zyjmr/7++D2IpnlIFIoHQOYN/K3zlSheyLxIISfYKpLjToRob6BtKUYdDRWSx23j30gFSvUM4WOte4dbPMwClRIJIKCRc7eVizma19uy0Byk9+GrEXF5LHc8vpZeQikTcG5VGuMrLrYN9s6GLD68e5VRDORND4vnH1SOEKD16Jah3hiciFYoY5BeOXCRmXnQ60Wof+nsFEqby6rH+/xa6LCYXh/1bUavrIMUniJ+Kz/Na6njkIjFRah8O1BRR1dVOrMavV1UFONIbZEIxQwMiMdmsCIQCZoYn02To4vO8E87zH6by5PNh9/Cb8zt4rN9wzjdXMX3ftxya9iSD/MJpNxtYW3KRD4bM4sWzW8npdkzHBMbwROII7jv8E3/MmEqKdxBXWusIVGio0bk3EAao0rWjFEk511RJilfQf+Po9eE/HX2Evw//MTBYrOzMb6SizcA396bS0mWmok1PvwA1drvj4d9otbNsfY7L/22+UkdBo5ZXx8fx0NpswPFw/tXcVB5Zn8NXp8rZV9jIZ3MG8NgvOQRpZC5k/wYqWvUcKGrEaLHxwparbrt9nx4vY+vSIYiPCFyk6D+cq+L5MTGkhXjy+8kJ7MirdxKAxzdeZvuyIXjIRex/fBg5NR2cq2wj0kfJ8Ehv+vmr8VJK8br+EN+mN/P+kRJeGx/L+ao2t8dKIIC0EA/2FDTyt8PXqGwzkBbswYtjY1gxP42/HLjGlquOqDJfpZRXxsVQ32l0SrnfPXiNb+el0WGwcPyWfPQnR0Txl4NFvDk5gWAPmdsH+JFRPpyvasNis3OtqYuCBi2fHCtlZ34DSomIpUPCWZgR2isxMFps+KmkvXZufZQSwM6Wq3UsyAhhxdlKNuTUsvFSLSOjffCSS/jH0RK2Lh0CgIdcwszkQFKCNA7vArkYD5mE1ReqWH2hmlULM3jsl0s93sdmdzgd94Yb7vKrzlVxsryVewYEcfeAIBq0JiZ+daqHUV28v5KZyYFMSvBDJBQgEwk59cxIPj1exqrzVQgE8OCgcB4fHkFlu54H11yksLELb4WEVQsz2FvY0/zOXy1lbKwvh4qaekTXdceq81U8PzqaoiYr6x7I5OVtV7lU28HncwawLbcek8XG6oUDuVjdzr6CRtQyMSarld9NTuB4STP1nQYGhnjy8/0DmfX9WZfzHumtYOWCdEI9b0qnLVYb+Q1avj9bwdAIb/oHaRhwPe1i+ZlyXtqWy/SkQJ4cEYWHTMw7+4to1ZtRSkU8PiySl8bFYrPb6TBYCPdS8M29qby9r9A5/+6lkPDGxDgsNjt/mJrI4eIWKtv0qKQOxYDNDi+OjWF/YWOPa0gsFJAa4pCyym8pgHkpHLL2G8aIN/DNmQpeGx/LIxt6XifxfioGh3vRYbTwyvZcwDFOFOmtZOkt0ZEWm53KdgNrLlb3as54ubaDuk5jrwaXHx4tYX56CDXtBo48MQKh0NHF05mtVLbpXQi/wWBgVD8fvp6byms78pyF0oxQT96Zlshzv17hy3tSKW3p4qNjJax9IJMLVW09PCTeuzOJQLWMkmYdH8xM5i8HrmHHzor56Zwqa+Hdg9cwW23c1T8Ib6V7CbJaKmZKP3+Xe0qQRoanXEJlu55piQF4ynuXL/fh/z0oJTISPP1J8PT/5yv/L0AqEuMjUzI3KpV1pdk9lo8JjOFCs2ux8G+DZ7Ci0GGyJkDAawMm8ErWdufyzeVXODr9KT7LO+42g/2t9Cl4Sf81z4gAhZoAhZqh/pH/dN2LLdW8d/kQy0fO443zOwH466UD/DT2fn57fqfL5xkXFMt7g2bSz9OfJK8AzDYrEqEIb5ny/7zTrPon8X8KsYQ7QvvxfVEWLUY9P147x5vpk3n6eoTjxeZqXhkwno976aRPDI4jWuODVCjmyVObOFBbhAAByxKGsGvKI4AdvcVMg0HrNPg7WFvEEP9w1pfm8F3hGb4ZMRetxcTwgGhO1pfxXPJofGUq2kx6fGRKLrZUs+DwT+gsJjaXX2ZKaD+utNZhsFpJ9w3lZEOZ230b4heB3Q4jA6NR9hn29eG/gT7C34f/GIiFAvzVUq7UdTLvx/OEeMgJUEv5+lQ5FpuNY0+NZPb3PR2awdExFgoE+CgltOjMnCxr5bFfLvHunUks+vkixc06Slu6WJwZxq5eTLJifZUEqGUUNXVx+Pq8uDucrWhlQLBHD9nr7vwG0kI8SQxQs+nBQTz2yyXnQ/Vzv15h00ODr8frmZiU4E9KkAaBABcZdV2nAZFQwPZlQ/BRStmV30Bxc0/TnadHRnOwqIlvz9x0BL9Q3c6iny/y6ZwUxsb68vYdiZisNkpbdHx6vBSLzc7iQWHUdhg5eK2JZzZf5sf7MpwP51KRkLemxBPpJeeFMTG0aI18Ny+d+1dfoPUWtcWbkxN4dEM2v58cz90Dglm2PoeCRi1Wm91p5iUTi1h9fwbbrtaz8XJtD1KmN1t5cUysW5+Aj+9KYWiEFydKW7kj0Z+TZa3kN2ix2XHO0b8/M5lQj5sENEAt40BRE69uzyMtxINnR8c4O5VSUc95eoDdBQ3ckxrMpVr3lfsnhkdhtNj46nQ5n989gLu+z+KLuwfQoDXy9h2JvHvwmrMwdGeiP29O6ceiNRecLu5xfiq+npvKbyfF8cyoKMBxjZe16Bj/xUmnaVqr3sw3p8tZff9A3tlfRGKAmjExvngrJST4KbHjmJ83WntXRRgtNqraDby5u4AAtZQf7svAZrfz+935rF/sMDXbnlvP6BhfNl+upaS5i7QQD/xVUu5I9CfcS0GIlwIbdvY+Ooz8hi7KWrpIDNAQ56ciQC1xIc9FTV0sWXeRv8/oz+MbL1HY6OiMKyQi3pgYx7algylv1TE21o/nRkVzb1owOpMNuURIkEaGTCyiy2hhSj9/7koJ4pH1OVS13xwjadObeXV7HmGeCu7LCOXIk8Op7zRR1qrDXyUlyEOOSCBgYLf4uBv4aHYKQRrHw26LzkS7wYJQAH5KKSqZmMwwLwaHe5FV2eb8n6t1nQ71xYJ0frMzn+p2A0IBzO4fxAez+hPpo+T33UY3FmSE8n2We0d+iUh4WwWLl0LSa9wkQEGDlqn9Avj1Si3eSgl/2lfoXH9sjA+f3j2A/t0M7bwUDsXJ1H4BtOhNyERCVFIRi9dcpKipi31FjVhtdtoNFp7edJlv56WRXd3BqfJW/JRS5gwIIiVIg95i5YWtVwnUyPjorv70D9Rw/88XXEaRvjxVzsbLtRx5cgQhnnI03TwFREIBCzNC+eBwMQn+al6bEEdzl4kOg5nxcX50Gi18daqccC85mWFehHnKEf+TBJY+9OGfQSoU8XrqBATAhrJLWO02BAiYHpbIP4bMZm9NAXOjUolQeTMjItkhvy6/TKp3ML9Jm8jG8ktUdN0sAFrsNk41lrF63P08fWozjQbH9a8SS/lo6GwG+AT/r32WTrORD6444g41EhkN19+72ahj0ZHVvJ46kbfSp9Ju1hOp8uZaZxNKsQSBQED4LeMP/9fwl6uYEBznVhkRpNDQZOhCIXJ4P7QZ9UwLT+SvOQecxZMOs4EOk54pIQnsrSl0+X+5SMyb6VOw2e28fm47B2odhWE7dpYXnmF54RkG+YUxPzqDV7oZNGokMpoMjt+mHZV5RKq9eTVrO7unPMr5pko+yzvOhebqHiMfN7ad7hPCHzKmEK7yYGF0BiuLstBZXIulYoGQF1LGkt9ex9jg+P/5gezDfyT6CH8f/mMQpJHzyrg4Xr3eQavpMBCokfHV3AEIEKA3Wylt6d1x9nJtB7G+Klp0bYCjY2+02JyeAHsLGrkrJchtFJZAAI8Pj+RP+wr5/eR+t93P3hrCN6ID1TIxM5ODyHzei6YuEyKhAF+llJDr3dFIbwWHrjUxZ2UW1e0GBod78edpiXjIxMz+Pov8BscPfJS3gnfvTOJoiWsHXiCAqf38mbnCNQbmBt7eV8jxp0cR46Mkp7aD9w5d460p/ThW0syVuk4SA9Q8PyaGL06UopaJOfPsKDqNFjzlDkJ3ubYDg9lG/yAPwjxlnH52FPkNWvIbtAReJ1GO7PGByMRCh6dAciCvBMYhsIOnQsxHx0oZ+OERZGIR89KC2bLEMVJxw5thYKgnZyvakEuEfHtvKl+eLKe0RUf/QA1/np5IeogHHnIJf70zkRadie3LhnClroNfcmrxU8mY0T8Qk8VKs86ESipCLBIiFAoYHuWNQACHi5vpNFpYeV86NR0GRAIBk+P9eyQbnK1o4+VxsaQGa7hU62r8MzzSm4HhnlisNkI9ZOTWdRKgltI/SIOgHrZeqePE0yNp05tp1ZsJ85Qz/qtTLo7o15q6mPLNac49P5q0EIfE1WK18d3Zih4xgluv1mMwW1m9cCBfny7jrweLkImFPDI0goUZYTw/OpqfL0qdBY9bMat/IAKBgB8XZCAQwJW6DjLDPNlV0EhuvZZtSwfjrZAwa8VZp/pkf1ETX50qZ+0Dmc6kizAvJf5mK94KMYPDPVFJRPiqXTtFnUYzb+7K551pSdz9wzmX8Ru92cqbuwv4em4qY2Mc2egikZBwr57S7Va9madGRpHfoHUh+93xxq48BoV78diGS+Q1dPLIsAhSgz3RW3QkBajJfWUsX54q51hJC5HeCl4YG0uCnwqxSMCFqnae23KZE6WtiIUC5qUF8/YdSQRqpDw3OpqmLhObLtdhx85d/YMI8pBjt9s49YzjOyETC/FXSZ2pBFVtN/fRXyWlupd9PlrSzMzkQD46Vup2eYK/wyuEHLeLifVTUdSkZXikD7O/P+tSLDtS0sKYz09y/oUxRHjePC9ikZAIbwUR3dzq35ycwOSvT7Ptah1Pj4wGoLhZx+wVWQwO9yI12IN2g5lnNl/h2FMjsNkd5+9IcTONWiMPD4106zvSoDXx6fEyZvUPYHS0HwqpoxBksdqI9lFy9rnR5Ddouf/nC1htsGFxJkvX5bgU1pRSEbsfHsqwSO8+0t+H/xH85WrWlVxkWcJQXh4wDq3ZhEIk4WxTBXqLCSEChAIB+e0NJLYHMD86nWUJQylsb+S353dR0tmzwB+q9GRV0TnWjF2EWiLFDgQqNAQrNEhF/3uP5karxWlC1242EKTQUHf972ajzklmpUIR/xgymwQPf4IVvUfH/l/CW6bk46FzuOfgSgo7bv7W+siUfDPyXv6cvY8nk0by+/Qp+MgUzNi/AqvdxqfD5jijF5ceX8fZmc+zv6aIL/NP0GrUMzYolkcTh2GyWrCJpWyvzHP7/ueaqngzbYrLa9PDknjo2FoAPCQydBbHb9WjJzawZ+ojiIRCLjRXu3XtfyA2kwiVNxqJjC0VuUwPTWT9+Af47fldzjGAfp7+/P/Ye+/4qAq83/89vWUmvfeeQEgIgYTekWYBKUoVVOxdV1d3LWtb69q7qChVFAUEQaT3FkJLSCG990wmmT7z+2PCkCET997X797nPo87778gp+TMmXNOzrd9Pu9k34RMKGZ4UIzTgcCDh/9dPAG/h/8YREIBi7PCOVPTwbozNQyL9OGF65JYtPYM7XozaxcNQSkV9asuH6KWuVSiwSHKFu2roL7TiEoq5lKjjmkpQaw742iJy47y4aHRscglInzkEuIDvGjWGZmQ4M/eEvdV/mGRvvxzd98M9rSUIOe/hUIBET4KIq4RtmrWGXl1dzHvHSzDRyEhUCXlcHkr2e8d5NtbM12q/eVtegqbuvjL+Hje2n/ZGaQFecno0Jv7VVNv1JnoNlsRCgUIgGcmJTL/W9dZ4Y+PlPPl/AzEQhgW5YvFauNweSuTPnMNWMfG+fPqjBRGx/oxJNybYe8doL7TxFfzM2jTm1m8Ntdpj6WQiPjljmxu+OqE8zvSm62sOlXNgdJW3puVxi3fnWZMnB9/nZjI4p7OgdQgL76Yn8HF+k6qO/QEKKXYej6cTCwiVKNw7stmh/yGTj49Wo5cIsJmt7NjRQ45Ub4IBAJi/ZTsvXcks785yenqDuasOkWcn5InJ8Tz4rRk9pe29Km87ituYt3iLDoMFi7Uadld3MzUlCDSQ9VUtnUT4a3glempSERChkb6sHx9HjelhXBHThRnazv4+mQ1FpudEdG+bq0VrTY7//itiFW3DkYtl9BltnK4rK9oolgo4LFxCUz67KiLeN/ffi3k+7w6Prg5jSlJgSQFVjqr6VcYFunD4iERvLnvMq/uLsZqs3PjwGCuSw4iJcgLm91Ol8XGE1vz+1w3XSYrT28rYOPSLOfPZBIRYd79z1Z36C0Ut3RR2a53CfZ789qeEsbF5fS7D4DDZa3su9yMj6L/FsjyVj3lrd10my18Pi+D1/eU8NKuYgQCh83duzcN5KWpyXSZbcjFQmcXwsV6LSM/OOScGbfY7Kw9U8uB0lYOPjCKcG857x4oY2RPkuirk1Wkh2r4140DCO5H9f2GgcF8c8qh2XCpUceQcG9K3XTg7LjUyLMPjGZ9Xm0fAdLUYC+EQiFZEd7IxcI+iR+Av09O5ExNB5ebu92OvLTrzXyfV8OKnChEgdGcrOrAVyklyEvq0u6fE+XLvvtG8tjmi8T6K5GJr3YenKxqd3Y4PH9dEpE+CuzYmZseytv7Sxkd699vNxTA9ksNxPsrifRW0mW2ojNaEAoFGMxWIn0UrM+rQWe0siInim9OVvXpouk2WZmx8jgnHh6LRiZ2JkQ9ePjfxUemYF5cBsXaZv51YT+NBh03RaUxM3IABquZMJWG3JYaSrTNHGuq4JMRc7j7yA+8OewGt8F+jJcfA31CeSp9IkneQQS4mbP/v4W3RM6E0ATOttayqvgkD6SO5u+5v/ZZTyORMzEsgSiVL5L/iwmI/138ZAqez7wOu91OobaJSJUP3hI5T5/aztyYdCQCERNC42kz6Z2dE0UdTdyZlMOXRccxWC3cdnAd7+fMYuTYhZhsVk41VyEXibnr8EZezJz2xwKNpm5ntf6+1FGcaq6mq6civzB+CGsv5wJQ2dXGI8c28/qw6/mu5BQX213H5TL8wpgYmsiyg+s51lQBONwZPh81j89GzqXLYkIsEBIg96KwvQEvsfT/eYeFh//Z/Pe5iz14+C8gRC3ng9lp/H1yIhabjVEfHnYGlJvO17F4SASfH6vos51cLCQhsK/gVrSPgp96Kvr3jIimqctIRpiGKUkBSERC5meE8dDPF5yWagqJiJenJfPi1BRmVB3vM8f/8JhYjlW09bGSe3ZKIqGa/uflqtv1HC5rJcpXgbdcwt57R1CvNVLa2k2sn5Iuk4X3DpVx38gY7tt01Rrs+Z2FPDImjlOPjGVfSTNSsZBRMb40uelS6I3RbCW/oRONTMRTv+T3mRW22uw8/PMFjj80GnA4BVy/8kSf9Q6UtvDNySqemhBPqEbOtOQgvj9XR3aUL8M/OOj8bgBuHRzGp0fL3SZkylq70RrM7Ll3BPtKWli4+rRToX9wuDefH6vg21MOIcRBoRpOV3ewaEi4U6iuTmtg9jenqNUaeGZiIvePjqFea8RfJaWoqYtoHyWh3nIEAgGDQjUcvH8UTToTerOVQC8poWoZ9ToTe+4ZwRt7S9hT0oK3XMy3CzIpa+3mxq9OUNmuJyNMwz+mJlPYqONySzfbCxpYe6YGs9WORCTgtqGRvDgtmSVrzzA4bDAauYQ9Jc3cNTy6X70FcHQSdBqtqOUSFGIRCQFKDpe7VupnpYWw8WytW6X+s3VaztVqWXWqmk/nprOvpIXvTldjtdu5cUAwd42IZvoXx10qzhvP1rG7uJk1i4bw+OaL1HYY3AaXABfqOzFYbHTozc4ZUJ3JwoX6ToqauhgY7EVqkBdGq52mLhNC4M3rB/yhpkBZazd6S/8CTFabjQ1naylo0HHX8Kh+1/NTSqjTGnhhajI3f3MKpUTE/aNiCPaSUdLi6KA49MBoYntZROqMZl74rchFIO4K1R0G9l9uYWFmOD/clkVRUxftejN3DY8mWC3DT9l/8mFYpA9x/kpKW7rZcLaW75dk8fOF+j7PA4VEhNFq5etbBrMlv56tFxuQiIQsGxZJRpiG2zfkMTBEzaoFmTz08wWnK4FMLOTRsXEkBKio6TCw7kz/gpK/FTUhFMBT266OGdwwIJiP5wwi3NuRJPOSiRkb58+vK3IwWq1suz2bWatOuty3swaGcNfwaGeV/b6RsXx7uhqz1YZM3H/lXSkRMSLGl1d3F7M2r8aZSEoJ8uJfNw7khtRgGjpNXJccxILVp93uQ2e0cuByC1+eqOC1GQMYEeOLoh/RUQ8e/gg/mYqcQBWZo8Mx22zONneT1YLBYuGTEXPYVVvEzxUXKGhv5KEBo9laeZFvxy7g5bzfKdI2IRIIuTFyAC8MmUqESsMA3/86hfsrSEQi7kkewReFxzjcWM6cmHQeGjCGTy8dcVrvJWkC+WHibSR7B/2bvf3XE6LUkB0YxYNHfqKqu51mYxdak4HH08YxPSKFZ3N30G7S86/sG53b/CPvN54aNJGfJi1jd22JU7hPLZFhtlmZFp7Ca+d2U9jRhEwkRigQOIsC1xLl5cvyxGFMCUvmaFMFr593WARODE0gRKHmXNtVu9SdtYU83D2GD4bP5nBjOZsrLyIA5sQM4obIgXxZdNwZ7IOjw2LOnlVEq3xZP2ExB+rLyA6IJEipxteNtaQHD/87eAJ+D/9x+Cml+CmlnKhs47O5GZQ0d/Hl8Up+vlDPhiVZFDR2uvihz00P4d6RMewsbHKpmKllYiJ9lZS1drNsWASDwzUEqx22dB/NTqfNYGbkB4dchOX0ZiuPb81ny+3D2LRsKD9fqOdIeRsBKikPjo7FVykhXCPHRyHml/zGntbgOFKCvPqtUla365n9zUkeGh1Lo87IxAR/FqzJdRFFSwpU8d6sNJfqs0IiQiYW8u7BUu7IiWT+4HDEQkdyo1FnQi0TuxUWzIrw5reiJp7dUcjyYZE8Pi6eu9wI1mkNFhp1JpKD4HR1e78CYmtya7g9OxKjxc5Do+N4ZGwcp6vbXYIGcARDz+1074UMsPliA35KiTOwBwhWy7htaCSzvr46niAWCnnil/OMT/An0keBVm+mTmugul3P+iVZvHOg1MUGL85fyeBwb0J7VQhDNXJCe833l7Z0MfrDw3SZrCzOCufdWQMJ18jYeLaWT45e/YN+qqqDmV+e4Le7cvj8WCU/9PJSN1vtfHm8kg6Dow29psNASo+TQXOXyUXQ7lrCveXO4ElvtvLA6FhW9ToP4OimeG2Pe1VogF8vNTIwRM3ET46yesFgvl8yBKFQyJrTVfxwts5te3lrt5mtFxsYF+/X7wvSFQwWG7euPo1GLmbB4HCC1DKOlrfx4q4i/jYpkYNlrbyx97JTC2FSYgBz0/ufZY30UWC3w+mqdoLVMnwUEqdSPjjEEoO8pPx8QUdCoKrf7p1HxsRR0a7vSaxEMTzal1WnqtlT0kx6qIYv5w/mYGkLUT4Kp35Eh8HCnuLmfo9t0/k6FmaGE+WrJKoflfiWLhOt3UZMVoeFoEYuxlsuYffdI3h+ZyHr8mr48HA56xdn8fT2AqezQUaYho9vHsQ3JyvZWdjMsqERbFo2lOoOAxqpmMmfHwMcWhQDAr3YuSKHRp0JncmCr8IhZGm3O6r4wV4yFxvK3oSoZZypca2ab81v6BmTyUDTM4bQpDNS32mkul1PsFpG3mPjqGjTU6c1kB6mIVQtx7+X1WKsv5JjD47mq5NVjI/37zep8/fJiazJrWHNGVdBtEuNOu7+4Ryvzkjh/lExWGz2PgmR3jR1Gek0WJn6xTFyHx3LoND/Ot9wD38+pCIxUpHr/zP8w2g1dpPkHcidSTnIRWIUIjGNEd1UdbXxzZhbEQtF2LFjs9tRiqRo/jdF+f5PEqv24+DMB3jg6I88dmILi+KGsHXyHcjFEjQSGUEKL0IU/33vkzi1P9+OW0CzsYsOk4HqrnY2lOXx8tnfnetopHJ8pAraTY7n2+vn9yAXiRkRFIOXWIpGKmPOnlW8NnQmYUoN63oEGXfWFDIvJsOtQOOY4DjMVivjQhLwkkgxWizclTycSaGJ1Om13H3khz7b7Ky5xAOpo5kansyYoDi8pFIECNCajXxy6Yjbz1fR1caeuhK2Vl4kzTeEwtZaBvuF//8/cR7+o/EE/B7+42jqNJLf2Em32YpUJGB4lA/j4vxZnVvN4rVneGlaMo+MiUMosBOmUfDViSr+8ksBCf4qNt42lG9OVnGgtIXVC4ZwpLyFHSty8FNKKWnuprXbTHGTjqxIHz49WtOvivwbey8zKsaX8tZupqcEMS7Oj635DTw2Lp4YPyWPjY3n7uHRSEVCZNdUpIwWK/WdRowWG0qJiL2Xm7kjO4q9l5t5YFQs87493Uf5vqipi1d+L+btGwaQHeXDY+PisdrsdJssRPgoaOs2o5ZJCPdWUN2u57XdxXx08yDu+D7PpeXXXynlxWkp3NGjHP71ySpi/JSMjPF1USWP91fy+Lh4JCIhR8tbifFTMjc91CXAvYLebMVstfPszkvMzwjjld+LmZcR1me9brMV716+79fip5CweEg41e0GtEYz05ODyIn25b5N55xJmnBvOa1dJpp0JowWK0VNOl79vZgb00JYNiyS1aer2X+NoGJpSzdL1+Xy/eKhlLd1c6KynShfBaNj/YjwltPYM0ZxpbX6kyMVQAXb7szhUzfdIgAWG/x4vu+5APjhXB07VwxHKhJgstoZGunN9oIGNizNcgbxCokIqUjg7GL42+RExELYV9LMK78XMTjcm49uHsRjWy46kzwW2x9XVOUSkdNvfl1eLTcMDKa63UBSkJrvrkke9Ob34ia+mj8YkVCAUEAfFwBwBOcFDZ3s7LEF3Hi2jhU5UUxJCuSZSYlE+Sr6uBzsLm7m4TGxeMlEfZI/AA+MiqHTaGbx2jwWDQnn5kGhxPsrnS3nAoGAu4ZH89OFet7aW8K3CzK5a+NZZ7cNwOKscG4ZHMaP5+rwkorxV0pZsDrXubygQccP5+pYt2gIOqMFb4UjyBUJHQKe1474XCFULXcmB9zhCJINVLTp+eJYJdUdBjLDNawYHk2ERsbHcwbxj2nJWGx2AhQStt+ZQ5vehEQkxFchIcpXSaCXlMHhPhQ26pj2xXFau81sXJqFRi5Ga7CQFqJmXEIAQ989iMVmRyDAWSU/9MAoylq7uT070kVYsDdz0sNYtv5Mn5//eK6Ol6eloJFLqGzrZuGaXJd7PyXIi5+WDSMr3BuNwr1ifqy/imcnJ1GrNbh9LmRFeJMU6MUd3/dNJAJOG0qr3U5CgKpftw/H8aipbNdjtdl5fU8xn8/LQCn1vPp4+D+Ln0yJn8w1uScQCBFgp7qrg3aTHqFAyJCACKL/H7dmi4UiMvzC2Dz5DlqNjpEhX6nCrYXff1f85Sr85So+KjjEQ8d+7rP8xTO/8cHw2Sw5sNb5M4PVwt66Ej4cfjOX2hp5J+cmbj+4gfeGz3JW/b8sOs7qsQux2e38WHHOmcieGpbEW9k3sqeuhEiVDzqTiZLOZsKVGrRmA48c39znGBwK/8MJUqip03fy8tld5LXWsjBuCMuShjlHAdzRqNchE0kQCQRMCk1AIfa4j3j4/4fnr56H/yjau02UtHbxj9+KnEr5V1qpV+REca5WyxNb85k1MJg7h0cz8sPDzqD9WEUba89U8/2SLF6bkcKm83VcPzCEv/96yRnIZIZ789YNA1h/pobz9Z39Hsflli6eHB+PQCBgZIwvxyrbuHdkDDE9bcNCocAp5NWb2g4Db+wt4YvjlejNVoLVMp6fkkSUj4JIXwXVHYZ+hQcPlbUiFQn5y/gE7vw+zxksSsUCPp6djrdCwoU6MzKxkKQgL1afruanZcM4Wt5KZbuetBANSYFePLb5osvc8KdHy3nhumTnS396qIaXp6fwyOYLzvljeU8r8UvTknl2h2uVPsJb7hB7Sw3mb79eor7TSGpwX2GajWdrWZIVwQu/FfVZBnD9wGAe/vki1yUHsmJ4NM9sy+el34udy+ViIe/cNJAXdhY6g59Jnx6lpsPADQNDmJYSxJxVfb3G5WIhr05PZf53p1yE96QiIT8tGwoCRwDbGz+lhKo2fb86CJ1GS7/L7HbHvP3MlSdYt3gI/7gumZtXneKn8/V8t2AwEpEQqx30JishGhmdRjPDIn34+mQVj21xCFLuLmlhRmoQGxZnIRQ67P/SwzSYLHb+ut29INFNA0N4bMtFAEZE+/H50UryajvYeddwNPL+/1Ro5GJ+vdRIjdbA4+PieXPfZZflAgG8PD2Zd/a7etl/cbySGanBzBkUwpJ1fQNLgBd2FrFleTZL1p1xdhiIhQLuGRHN6Fg/nttZSFW7ntf2lPB7cRNf3zLYGfA36YwIBQLeun4AMokIIXa+mJeB3mzFaLGRHeVDmEaOzmghwkdOdpQP07883ucYrDY7f/klnz33jHAG/CFqOY+Pi3cZj+nNXSOiHaJ5/dCmN7PlYoPLvXCmpoM1uTVsvT2b8fEOS74mnZFfC5t4ePMF55jNoFA13y0cwqAQNZJUIRqZGL3ZysAQNUMjfFi9cAizvznJw2NieWpbgbP63ft6m7PqFAfuH8Wx8laWD4vk65NVzmVCAbw+cwD7SprdJlpsdtAaLbTrzdz34/k+9oOXGnXMWXWS56YkEaCSEuun5GBZK406I9NTglDLxFh7rvFwbxkfzE7jjuwovjxRidlqY0ZKMFKxkPI2vVvniytUtem5YWAwL/1WxFMTEnhk88U+64yK8aW12+Tcz8mqDjqNFk/A7+G/BF+ZEl+ZknhNACabFeW/sZX7r8ZdkuJ/GlqTe2HTHyvOkxUQycEZD/D6ud1c0jaRqAngkYFjESFkd10xRxvLqdNrqdS1McAnmPz2Bsw2K4sPrOWu5KNcfk8AAQAASURBVOH8NHE5BquZBE0AXRYTk3d8RoOhkx3XrWDR/jW09CRLEr0DuTt5BJ8XHnPO/8tEYr4efSvRXr54SWSMCo5lzfjF6K1mh8gjkOodTEGH+w6nIf4RNBu6UIqlhCm9/6+cOw//WXj+6nn4j6Kxy8S9P5x3EXi60kotEwt5aXoyUz8/zl8mJDD7m5N9KvQ2O9y58RyrF2YyKNSbyZ8edQbO4Hhpv+eHc2y5fRjVHQZ2XaPafoUBQV4MjfRhYIiaqg4DduDeH87x2Pg4Rsb4EaDqO6/f3GXkzu/z2FF4dZ8NnUZOVrUT7i3nqV8KeGpiwh9+/i6TlUVrcp2zxzKxkDWLhvDT+Tru3XQOs9WOSiriwVGxZKX7cOPXJ3hoVCw5Ub58crSCi26SGHVao4tv9ovTklm8NtdFYM5gsfHPPSW8PyuN9FCNy/l/dkoSZ2o6SA/3RoBDbKtea+xja3a8sp2HxsQxPsGffdcIHj4wKoYz1R34q6TMTgtl07lanp6UxIAQDQUNOpKDVIyLD+DV34vJb9Dx9g2p/Hyh3hlErjpVxaNj49x2ZCzIDGf16eo+Kvsmq42bV53iyIOj+2xjtNhQSvufFZZL/lg1vNtspctkZcHqXNYszOTg/SPZeakJpVTM7RuuJmuEAnh4TBzDIn15aptrIL+9oJHtBY0MCPZi193DCdUoWDgknHV5NX0s224ZHEZKkBevTE/h/UNlRPsp0Jks2OywdN0Z3rh+QL8Ca4syI/j8eAUFDTr+MTWZL+dl8MXxCirb9QwJ9+au4dF8d7qavF6/c1JiAPeOjEEsFCAWCfuIBF4ht6aDbfkN/H73COo7DXToLQR4SRELBby57zK7e7XVn6rqoLCpixhfJa16M4vX5HKwlyXkoFA1789OQyYSEuEjJ8jLMSKhkIgYFulNQUOXWwE7cGhQtHSbifW/+rNZaSFsL2jglwLX8/LG9anE+rm261qsNqo6DBwsbaGgQcctg8PcJq6MFhuPbL7A5uXZqGUijlW2s3BNrss65+s6GffRYXIfG0esn5LoLCWLsiIAR5KjpFnH5uXDkIuFzkr4tTR0GmnqNDI82pcBIWruGRHNiap2RAIBo2L9kIoEpL6xz+22QgF4yyU06Yxs7+eayG/QIZeImPL5Mf45PZWx8X6cq9OSV6vl9T0lXKjvRC0Tc9/IGB4cHcvYeH8SA1VsvdjAN6cqsdrgw9lpqKSifkeBEgO9OFjawvfn6oj2U/L+rDTe2FtCdYcBuVjI4qwIHhwdy7xeSbxYP4Vnht/DfzlioQix0HPd/d9gclgSf8/d4XbZzxUXuCsph5Wjb6HZ2EW5rpU3z+3l97piNk1cxj/P7Qbgs8KjPD/4OpYcWIcdO2ablY8KDvNRwWHGBMeyNGEoKw5vdO7XV6Z0BvsAT578hXtTRrJ1yu2UaJsJkHsxPDCaUIUaea/KfG9xRqvVyutDpnPj3m/6HPcAn2Bsdju3J2UTpfLBT/4/Oynj4b8HnoDfw38MBrOVOq2hX0/0r05UcXt2FK/NTMUOTo/7a7miGr7vcrNLsB/tq+CN6wfQ0mXi48MVLB4awSdHKtwKe/1jagpdJitD3z1Ah8HCXcOjeXJiArUdBvYUNzM43Bs/hYSAXnZldVqjS7B/haRAL6RiIZcadQSqXCsI/kopy7MjyY7ywW53VGN7dxo/NSGBz45WuCQmukxWXttbwsOjY7k1I5yt+Q08PCbObbAPDlXwaB8FY+P8kAgdQYY7NXmA9w6W8tDoWB7efJEgLyn/mJpMiFrGTV+fJFgt4+ObBzFn1Sme+bWAtYuy2JBXw8azdZisNsI0cuw2O1/Oy+B0dQd7S5pRSETcMDAYiVBAXacRkVBAcZOO34qaWTo0kvkZYbx7oJSjFW28uc/hRBCiljErLZTbv7/qWfZLfgN/nZCAQiLqU1WcnhrEomuCrisYLTbyGzq5f2QMJ6rakYqFnKpqp7nLhFwi7FcHoaHTyNBIb05VdfRZNizShyAvGe/cOJB3DpaycO0Z1izIZOaAYHLeP+gSlNrs8M6BUlKCvBgYrHYJqq+Q36CjvtNEqMbh6vDLHdmcqGzn65NVKCRCZqeFUtNhYMQHh4jwlvP6zFRyonyYNTCEN/Zdpk5rpKHTyK2Dw1if5yryNi05EI1c7LRWe35nIdG+ChYPiWBQqJqsCB+Gf3CIll5jGIuGhDMyxo9l68+gM1p54/pUEgNVbu3ZAFQyMUvXneGeEdGkBHnxxt4SthU0up3b/ulcHdlRPvxrfwkHy1oJUEl54bokQjRy6rQGmjpNDArVOIN9ALvdjkoq/rdJmGs79EM0clbeMpiKNj3bCxpQy8RMTw0mTCNzzrcD6Axm8uo6mfbFMbpNVkLUMqJ8Ff2O++Q36Og0OgQNX9/rXnOhw2Dh14IG7uuxwrtCVbueQSEaVFIRXjIxaSFqLvRz31psduL9VbQbzGj1ZqYmBaFRiAnyktGkMzIi2oejFe19tpuXEUaQl4ySZvff1xXa9GYUEhHP/1bIptuGsjAznKHvHnQu7zRaeH1vCccr21i3eAhx/iruyIlk3uAwWnQmPj5axp05Ubznxnowzl9JnJ+SN3rOz5v7LjM00pvnpiThrZBgB87WdGCyWCnqJbT69KQkl+/GgwcP/7OJ9vJjekQKv1Zfcvm5WCDkveGz8O0JsjvMRm78/Wus9p4RN/vV97JibTO/VOWzdvwi3jy/l9yWGjQSOfenjmJmRCrX/fa5y74FQJDci0bD1WfgJ5eO8Omlo4Qq1bybPYtYtd+/PfYYm4ytk+/g0RObKdE2IxGKmBM9iPtSR6ESSwlRqAlR/vfVUvDwPwtPwO/hPwatwUxFPwJV4Jglt1jtTEsOpNNNK2tvREIBx3q9DAeopHw6N53bN+Q5Z0kvNGj5bmEmj2256Kwk+ygkfDg7jaRAFQ/+fIEOg4VHx8YR1SPIVt6mJ6+2g93FzdyaGU5yoJ0wbzlmq6MNeeUtGey/3ML3ebXOufTEQKUzeDhU1sqNA4PZcrGB4dG+/H1yIv/aX8pb+y4j7XEN+Gn5MO78/iy1WgPDonx4cZf7FvlPj1Vw+pGx7C5pIjvKh2C1zKn23ZuXpibz+t5iPrx5EHa7nfcPlvd73i63dDM23p8NS7KQCAUEq2VM/PQo4AiCq9v1pAR5calRx9xVp7g1M4zVizIRICAjTE28v4pOo5UtF+tp0pkwWW18fKTcOacuFQk59MAo1qQEEemjIERj5dnrkth5qZGMMA1j4/zJjvRFJRU6feGv8MHhMu7KieK9Q64Bht1Ov5VfAB+5mJvTQ+kyW+g22Vh440A6jRY+OVLOyvkZLFqb67K9n1JCvL+Sf85I5eGfL5DfK9AdGKLmxWnJTP/iOMFqKR/dPAiDycL2S40EqKT9Hscbe0t4YFQseVv6tjUDtHWb0JusKKQiwr0VzB6kIDNMw7M7C3no5wtOXYSKNj1L1p0h77FxrBgRzcoTVbR0m3jyl3xeuC6ZjUuHsquwEaFQwK2Z4RQ16bjnR9c564o2Pa/sLmZMnB+rF2Ty90kJSERCdCYrWy/WM39wGLO+PulsMf/qRBUPj4nl3h/7tscrpSLnNTorLQS5RMihsr4uFleQS0Q8uTW/R4+hhm8XZPLkL/kuQW9KkBe/3JFNpLeCkpYu3thbwr7LLXwxL8PFVq438f5K/K9R19ebrehMVtr0ZiYmBBDjp+wjHKg1mLnUqOPmb072a/fZH1KxoN/kJMC+yy3cMyLG6TTRpDNgs8Ou4iZ+vdSITOxQ7Q/yknH3D+dcEllysRB/lYQ7N56lpcvELYPDGBPnT1BPgjHQS8a6xVksW5/nHH0SCODmQaG8dcNAh8CgQoJYKOj3uwhQSZ2fuU1vpqbDQIyfgvJWPTlRjqRWSUsX+y63UNVuIFgtx0vmCNa/PdnAuLgAxEIBnUYL356qdv6erAhvvpiXQYBS6qKTcKqqg1NVV6/FnCgfkntEL8VCAa/PTCU99L+Hn7gHDx7+zxCk8OKLUfP5ofws71w8QLOhi3EhcbycNYNk70DnesEKL+5JGcFHBYcBaDfpiVB5U93lSLqvL8vjSGMFK5Jz+Gv6JNJ8Q4jz8ufLomN0XzNrv6+uhEcGjuGZ0652hnbsWO32/2X3BUOblqmDB7N/+n1ozUYEgFwkRi4SE6jwPKs8/J/FE/B7+I8i0qd/ZVyJyCE6lvP+IccssMK9KJeXTIS/UkKIWsboWD+WZkUwMERNYZMOlVQMOILivSUtNOlMvDI9hYQAFQ2dRqQiIQFeErpMVn46X4+XTMSkxAAAFq3JdekY+PJEJV/Nz+C6pCDeO1TKVyeqMFltzEwN5ufl2Ty65QIFDTpsPVVrgQDe3n+ZbxdkEuEt56a0UGZ9fdL5om+y2lidW83+0hben5XG8g15NLoJ4K9gtNjoMlmYnRaKVCRk021DeWzLRY5XtgOO7oG3bhjAhIQAxsT5szW/gXcPlLJoSDjj4/2Zkx6KQizieGUba8/U0GWyEuOn4FBZKw/+dAFwWO0tGhLOVyccM8RnajoYGKLmUqMOk9XGt6eq+fZUNZ/NTSdco0AgEKCRi/nH1GQmfnrURWFcJBSwfvEQ0oLVyHva6aUiEfH+qj6VUIC7R0SztUchfH5GGLcMDsdHLmbWoBBOVLbzrwOlNOqMiAQCZ6ByLU9NSGD/5Rbe6jWfvvJEJaNj/Pjw5kEEq6VceGI8P5yr40K9luxIX7IivdEZLIhFQj6fl4FAABWteqRiIfVaA0vXnaGl20RLt4kla8+w++4RNHXV9tvaDI5EUUg/to2jYnwRCATUaA2opCJC1DIMZhv/2FXEmtyaPuubrXY+OFTGM5MS2Lx8GJ8dq2DT+Tre2n+Z24dF8tj4OHZeamJwmIbtBQ39JiHuGxlNdYeBk1Ud/F7chK9Cyl3Do5CLhEiEQmfny6VGHQ2dRp6ZlMjb+y87A+5wbznvz0rjld+LEQgc9oqfHCnn1swwPjpc7vZ3Tk8N4rZ1Z/BXSXnnpjRe3FXUp8Jd1trNx4fLeXB0LD+dr2NrfgOt3WY+OFTGy9NS+Msv+S7rS0VCvpyfQXQvW75Oo5lN5+u5e+M55+cQCuCFqcncOyLGqUpf3tpNWWu3i9BkfaeRaF+H4r+7Kn9KkBcqqQhvmYRoX0W/nQ+xfkryajuI8VPiq5BQqzUyZ9Uplzb+U1UdjIrx4/1ZA1mx8Wow/NrMVJ7Zfsl5/W/NbyDOX8lvdw0nzt9REYvyVfL9kiFUt+owIcJHISHYS+bUMfBXSrltaAQrT1RxLRMS/DlTfbV7RSQUkFerZV56KDNSQzhV1c65Oi13ZEcR56/iQn0nQyN9AGjXW3jhtyKifBXcOyKaZcMiuX9ULA2dRiw2G0aLjVg/Jd4KCfeOiOZYRVuf3w+O+zsxQMX2O3NIClQRopZ5Zvc9ePgTEqrU8EDqaObGZGC129BI5Gikrq42XhIZf8uYTITSmzfO7+XTS0d4bvB13NWrVb+yq41nc3ewKG4IE0ITkIhETI1IQSoUOS0LAf6Rt4tDMx+gXt/Jp5eOOpcN8Anm45FzCFb01SD6I0KUGkL+f3x+Dx7+V/D89fPwH0OQWk51ryrTtSzMDOe73CqMFkfV+NUZKdy36XwfcbWPb05HJRXxzKQENp2v59mdhTR0GkkLUfO3yYmcrmrnw56A5EJ9J8vW57F6YSZ3/3DOGbR9fPMgZqQGIhEJ6TJaeH3vZZdgHxyV5Xt+PM+B+0fyxt6rQmjrztSw41Ij6xZncf3K43QaLfx8oZ7lwyL56kQVi9ee4b0bB7LqZJVb0auqdj0lzV0k+Dsqkn9Evc7IdZ8f454RMdwzIooNS7LQGi1YrHb8VVLCNA418oq2bh7dfBGb3c71A0LoMFh4fU8JnUYLExMC2Lh0KC/8Vsitg8NZebzSuf8fz9exbnGWM+AP91Fww4Bggr1knKhqI85PxWPj4ghWy9AazSh6Avk4fxWH7h/Fqep2fi9qJtZPyY0Dg4nwVjiD/X9HWoia5cMiGRSqobpDz8LVp51dE0PCvdl+Zw4SkYDfi5v426QkVmw867K9l0zEyBhfbvr6ZJ99HypvZXdJM4+MiUUsFOItF2Mw2/j6ZBWP9lThc6J8ePvGgRwta2VLfgPHKtr7jH+0680cKG1BgEOsDffadqSHakgJ8uL+UTHk1Wg5XO6YXb9taARLsiJ59tdLnKxuJ0wj56kJCUxPDeJUdd9xgiucqGxn3Zlant9ZyPzBYXx08yD8lBIiveUYzTZGx/mjNZi5Myear05U9XFOyAzXEOunYsInR53XYKPOxONb87kuOZBXZ6TwxNargfULvxUxNz2Un5cNQy4RojfbqNMaeHbHJfIbdDw9MYHt+Q006Yz8ZXw8+0qauXhNILwiJ4rc6g66TFZHh8zg8D7B4LyMUG4bGsmP5+pYviGPweHe7Lp7hCP43JBHiFrGj7cN5fuztZS2dJMV4c39o2JJDHCdoSxu6mL5+jyXn9ns8NyOQnKifJiS5PCvXpNbTWJA35e/dWdqeHpiAi/3EpUER3Lh07npCAXwl1/yuWd4NA+7EaMTCwWMi/cn+72DvDI9hduGRrLyeKXbmf3D5a3cMzKaCfH+KKVinhgfx8azdc5g/wqlLd28tqeYV6anENgz8uCrkFDRVEHW4MGIRK73VZvezMTEQOzAd6erMVvtCAVw48AQlmdHOt0O1DIxkd4Kbh0chkwiZHdRM1KxkFsGh/Hd6Wpe21PC9jtznPsVChydHSXNXTy+1TX5AvDI2DjmpDtcPCYlBjAi2pej13zPw6N9uS4pkDDvvgne5i4TTTojOqMFX6WUYC+pW4FUDx48/M9BIBAQ+m/a34MVah5PG8eC+CEYrRYkQhG7p93Dkyd/IbelhlClmicHTWR+bIZTzDBC6cP261Ywe/fXdJodBZIui4m1Jbk8MmAst8Rm0mjQoRCJCZCpiFT54if7n+N24OE/B0/A7+FPSbfJQnWHgYv1nbR0mciM8CbYS0a4t5y1i7JYtv6Mi1DY9QOCmJcRxs3fOASeDpW1EuOrZNNtw/jqRCWXGnWkBHnxt8mJpAR50Wm08PT2AlafvlohvVDfyfL1ebw/K63PS6jWYEEhuSpA9eS2fLbdkcO3p6rxVUrJrXEffBktNspa9ASopC5BVZvezMaztcxKC2FvcTOZ4d7kRPkS7avknQOlBGtk/F7sXjAQHO3Ay7OjaO02EeundKvsPykxgCNlbY7gfW8JRypaeX1mKgOC1X3mYBs6jXQaLXw2N507vs/jRE8XAMBPF+rZUdjEb3cNp6HTwPBoX1KD1T3VQjEBSocImx2Ylx6K2WrnwVExIIiltdvEQz+d51R1BwkBKp6/LokpSYEEqGRE+Dhm0melObzaLVYbLd0mmrtNBKgkKCR//HiL8lXyyvRk1ufV8a9rFORzazq46asTfDInnaxwH070zBk/u6OQkuYuFBIRr81I5acL7q31AD48VMaCwWGUtXbzQE9HQ2+OV7bzS34Dk5MC+Mu2Areq/WqZGK3RTISPnNRgdb9dJy9OTebLYxVcaNAxJTmAF6clU9KsI1gtZ/JnR53rVbTpuW/TeT6fm068v7JfXYaEACXJgSoMFkeXxdAIb1KD1by9v4zfihpRSkUsyozg7uFR7L9vJG/uLeHH8/WIhQKWZIVzz8gYHth0wW3C6bfCJu7IjnLax13hh3N12HFU9m8cGMyqU9UMDFbz+vWpJPirqNUaCVLLKG7q4ofbhlLS1MXKk1WoZWKuHxDMhXotL+1yBNAauZguk2sCbUKCP5MTA7nxqxNO68B9l1v45Eg5P942lM/mprNi4znW59WyYckQsqN88ZKKkIpdA93WbhPvHXS9Xnrz8u/FDIv0RYCdy83djIsP6LPOmtwanhgfz/rFQ/j2VDWV7XpGRPvy8Jg4us1mylv1HK1oY056KPeNjOHTo+XOY1bLxHwwO42Pjzh+9vcdhcxKC+HnC/X9HtPGs7U8OyWJ3JoOfi9q5uMj5W7XW5Nby6Nj450B/x+hM1pYuu4MS7MiOP7QGHQmC63dZnYXN3PLt47kmUAAb90wgA6Dma35DXx69KpNpVAAL09LwVsu4b5N59h+Zw4BKhlBXlJW5ET1cXu4wpIegUKAMG8F3y/N4khZG58dq8COnXuGxzAq1o8w776foay1myVrr9oICgVw29BIXp6eQqjm339mDx48/M9GJBQRqfJx/j/ay5ft192J3mJBJBQQqtC4OKxIRSLGBMdydtYTFGub6DAZGOgTQrDCC1+ZknCVN+0mA1KhqE9XgQcP/53wBPwe/nTojGYOl7Ux99tTLm3Q16cG8cHsQcT5Kfh+yVDa9Ca0BgvRvkrUMhETPznqUmFdnVvN1vx6fl4+jBhfBf4qKV4yR6Bb3WFwCfZ788ruYl6bmeoS8Ef5Kmjpvhqw64xWJEIB9ToD0j/wRgeHuJVU1Hed34qa2LBkCPn1OkI0Mmq1Bo5XtPHFvAwSApT4KqT9Cg/6KiRIhALGxPqxcWkWs74+SXXHVXub9FANj42LZ8Hq086fHSxtpabDiM0ODVoDCYFehGpkBKhkCIBgtQypWOgS7F9Bb7by1r4SbkoLYXi0LwqJiM+OllPfaaRJZ2TbnTnoTVY6DGbGfXyUn5cP43ydlmd3FJIYoOKZSYkO+7eCJkpbunl0bJxLe25lWzflbXq+OFpBaWs36WEa7h8ZQ2KgCpm4/4q/xQb/3FPsdll1h4Euk4WTVW0sGxZJZbueh0bHEqKRYbHaadIZaet2L04I0GEwY7ba+OJYZb/rrMmtYXpKEDG+rkkXuVjIazNTCdXIOV+rJUQtx0cu5sdlQ3nk54vO2W5/pZRXpqews7CRj444gqn9l1sI9JKy796RzFzZ12YO4KltBfy0fBhbLrq3BFo0JIJuk5UfbxvKW3svMyLaj8mfuTpSfHC4jImJASxak8vkxEDenTUQm83O9oJG6jqM7ClpdrtvgIOlLWSGe7P/cgtioYAbB4YwZ1AIA0LUbCtoQICAkTE+3D0iGosV5n97ijO9BAklIgE/3jaM7EhvTlVrufP7sy7iiI+MicNXIUEowBko3zcyluUbznBtF73RYuOhny+wdtEQAr2kNOlMVLUbmJbi3kKrvdtMRZt7KyiAyjY9BrMVoUDAyFg/ipu7uG1oBKtOVbus99a+y3wxL501i4ZgstqwAycr26jvNOLXoxfwxNZ8VuREceqRsZyqakchFSETC3n/YBmHehwIrDY7nUaLc5bfHSKBAC+ZGG+5mPI297adjnNhpVFnJDW47/yo1WqjttOI1mBGLhahkYnxkor4+mQVTV0mJicGMCrWD5FAQHaUL7F+CuZmhPF7URMWm90l2AfH9/LMr5f4adkwVudW09JlJkAlQyIS8cDoWLYVNLjoWwA8NTGBaF/Xqn24t4J5gxVMT3V0G6hl7qv19VoDN351wiXJZbPD1yerUMlEvD5jgLODyIMHD/85BMj/uAVfLBQR7eVLtJev22W91fc9ePjviifg9/Cno7rDwKxvTvYR3/qloJFBoRU8OyWJIHXfTOyOu4azeG0up3tandUyMc9NSSItRIO/SorZ6phpxwZ5/VTkwVHtVvayflo8xCFudm0FVy4R8fHsdHQmC9G+CreCggKBo+JZ19k3wFBJRRwpb+OpbQVsWT6MnYVNTE0OxEch5u19l1k6NIK//Xqpz3YAc9JDWbY+D5lYyM67cnhpegpSkRCD2YpGLqGh08CSa6z1wPG5D5VZ0BmtrPz2NLMGBvPp3AyC1TLGxfmx7w+CvG0FjTw6Lp61uTV8fuzqy39+g45vTlWz/c4cfi9ybC8UwOt7S/hgdhoC4JtTVTTpTIyK8SM7ypcmnZFoP8fjq6Zdz6+XGl3GL45WtPHViUp+vTOHiYmBaA1mmrpMmCw2NHIxYRo5AoEAvdnq9Dd3R0lzFzcMcIwKCAQCZn19yunSkBzoxb0jo9l80X1ldUpiIGKRAK0blf4rdBot1GqN3D8qxtniLhDAtwsz+fBQOQdKr9oPCgSOUZC/T05ELBIiFEBSgBf3/HjOZT2AJp2JynZ9n9EVgQBmpASxIDMcP4WEj24exGNbLjrvFblYyMvTU9ia38CXxyv5dUUOb984gHcOlPYZOVmaFcE7B0qp7zSyOrea1blXA9r5g8OQiAT9zvf7q6T4yMVo5GK+W5jJtosN3NUz8pId5cOoGD9mpYUiQMCru4tcgn1w6AzMWXWSk4+M4ZlfC12WzUoLYXyCP1KRkEVDwvnudA0ysRCz1ebWVx4c7ewdejPTkoP47nQ14+L93a4HoLfYGBym6XPOrzA0whu1XIzNZmdsnB/n6zqZkBBAhLeCz45V0Nzl6Kp5aVoyU5OD8FY4LO4e23KRtbk1LMgM567h0U7HiC+OVzItJYgntxVgstrciv+ZbXZuHRzuVK3vjUQk4Inx8VS16xkZ40dioBdfHqt0jq/0ZmpyEGWtesbFg60nM+Lt40Or3szGs3U8t7OQ1m4zQkGPLeGdOcxceYLtBQ3cNjSSN/YUc//oOCw2G3WdRuauOsVfJya4jPFcy6bzdcxICXImW+12O1abjU/nplPQoOO3oiZ85GLuzHHM5Psp3SdivPoJ9K9Q09Px5Y4vjlXy6Nh4Yv089lcePHjw4OHPhyfg9/CnY3dxs1ulbYBPjlawPDuKhIC+GdnkIC9+vTOHDoMFAXYkYiF2G9hsNs7WdvDhoXLK27oZG+fPTWkhZIZ7c6afwF8iEhLoJeXu4dEkBKgI8nKI6l0JSCO85QR6SQnvmTH9+OZBXP/ViT5JgUfGxLE1v95tu/fCzHA25NWyMDOcAJUUX4WE1/de5tM56azOrWHVgkwmJwbwe7FrEP7khHgq2/V0Gi10GuGbE1UsyorgfK2WnGgfRn5wGF0/AnG+Sgln6zoYGuHD+7PSCFbL+PxYBUMjfbh/ZCzrz7rvegDHXK5GLnYJ9q/QbbLy9+2XmJTkaH82WGw8MiaOQ2WtbOhlBVfRVsOm83XsvXck0X4q7HY7tVojT2zN73OOzFY7yzecZfc9w3liaz6/5Ddgs0OYRs6/bhzAdcmByMQivOXiPsHsFQYEqxkUpkEsEhLhrWDHihyu+/wYWoOFwiYdIRo58f5KLre4Vk2VUhF3j4gmt7qDv05MYFpyIKtOVTtn668wJSmAXUWNDAxWc9/IGD47VsGEeH9OVrb3CSjtdrj3x/Psuns4pc1d3JAWwtrcmn4DT/0136FQAF/OH8zFei33bTqP1mBhYWYYB+8fSaPOhMHsUPH/+HA523q85V/YWch3CzPd+q2PifPn414dIL3ZWdjE/Iwwt6KAALPTQrghNZhXZ4hYvDaXMzVXA/oTle1M+vQoe+4ZQZfJytoz7vdhttrJre5g770j2XS+Dr3ZysLMcAYEqwlSOwQMX5s5AJVUzJrcasz9qMk792ezIxML+eeMFELU7gUQwZE0mZ4axJcnKvsE3yKhgL9OSuwR7wSxUMiKjWex2WF8vD+vX5+KWiamodNIgr/SKe5X1trN2p5ztel8HQ+OjuG5KYk8vd2RsKts0xOqkbkV8JOKhISo5dw1PIofzjm0B64Q6aNgzcJMvjlZxfq8Wqx2OzenhbLjruHctfGsy1iTQiLiH1OTadOb2FvcRJfZyqZzdUR4ywltqHMZS7HZYdP5eoqbuvjm1sHM+vokS9bmsnphJhvO1PBJr2q+r0LiNmF5hfpOIwNDvPDt0RMpbupixAeHaNObifdXMizSh+YuM58dK+f1mQP63c+/4487G2zo/iAx58GDBw8ePPxPxhPwe/jTUdbS/4tdu97sVhm7Xmuk22yhQ2/heGUbKqmY+AAl+fWdGHpafq+wu7iZt/ZdZu3iIdzzwzmn5d4VxsT6EaqW8dqMVL49Xc3Lvxfz2Lg4JiYEsLu4GW+5mO13ZiMUCGjtNuGnlDI2zp/jD43h+Z2FnKxqJ8JbzkNjYon2VbhtCR8R7UtCgIozNR18OS+D30uaSA/VYLbaMFqtSEQCVnx/ln/OSGHF8GgOlrYgl4gYG+ePxepQaL/ClvwGov2UvLanhPduGsjM1GA2nK3t8zvFQgFJgV6crdUyOy2Eu3887yKKdtvQCO4dGcMnR/oG9ACLMsPJr+/fZuxQeSuPjIsDQC4SkhXh00fUDBzJgCd/yeen5cMAqO7Q96tgX9Wu51KjzqV1vVZr4NbVuWxePozpKUE8Ni6e53cW9tnWXyllSIQ30itiZXY7A4PVFDw5npNVHZS3dROqlrL9zhze2FvCurxaDGYrU5ODeHZKEoWNnfx9RyE1HQZC1DIeGBXL/IxQpwibUirijuwobl51im6TlduzI/l5+TBC1TKmfeG+FR8c7fDPTk5CJBJi6iexBXCiqp2JCf7sKXEkBO4ZEcPekma+O+2oxIuFAoZF+pLfoGNXYRNGq40JCQHMHxzOwbJWtAYLp6s7sFjtKCRCuk1CRsY4xjH6S3RdYf2ZGvbdN5IDpa19hOSemZTI+bpOntlewEvTU1yC/SvY7I6xg0/npvebvAOo0xr4+mQVU5ICifZRkBCocgb7AKEaOU9PTGRqchBx/kqkImEfYURwjKP4K6U8ODqGCG/FH3q1B6mkvHfwMmsWDuHvOy45q8YxfgpenzmAyJ7ZcYvVxhfHKlz0Aq5Y3AFMiPfnx2XD8FFIWN8rqWG02Pjbr5d4eVoKG5dm8fGRcjaeq+PtGwYyZ9WpProIn8wZRIhahkIiYueK4fx6qYG1Z2qRi4W8e9NAZq484fKMWp1bza+XGvl1RQ4L15ymrdvCxER/npqQQH59JwND1Lx7sMx5nay8JYOntxW4PRfn6zvxVUg489hYbHbwV0gov0YPpKBRR3akb7+dMMMifRgd64vNbudIWSudJgvv3DSQf+0v5Vyd1iWZdt/IWAK93CdjGnrGgwwWGwEqKaFqGbJenVb/zqFF5Wnn9+DBgwcPf1I8Ab+HPx2jYv341wH3olpJgSpkPTPzHXozLd0muoxW2vQm3jtYxk+9hK/EQgFfzMtgf2nfNvVOo4XndxTywKgYZxUOIFQj45nJidzw1QkXkb1ztVpuHBjC4sxwhkb58O6BUnaXNBOokvHUhARGx/oxNNKHtYuH0Nhp5Kfz9fxzdwmXW7p4cWoK65eE8muPBdqiIeEopCLWn6kl77Fx/F7cxJfHK2nXmxkb50+0r4I5g0JZn1fL41vz0cjFDAn3xmS18f6hUn5alu3i762UijBZbHQaLQR4SVk2LJIztR0u1T+RUMDHNw/i0yPlPDgmlpZuUx8F9O9OVzM61o+nJybwzz2urcXJgV7cnB7ar4XWtQSrZf3OlwMcLGulUWckVC132/3QG1M/beV/+SWf7ChfVuREUdGm5+uTlc59Rfkq2LJ8GJE+CnRGC+Wt3Xx+rILi5i7Gxftzc1ooh8uaeWd/KW9dPwBtj2ChWChAZ7SwLb+eV3ZfPQf1nUb+vuMS942M4c6cSFq7zfxlfAJSkYBRMb7sKmpm1alqpiQFYlFJae3uf8ygVmtAb7HR2KZnYmIA/Op+vfyGTt64fgAzV56godPI9NQgbvrqhHP5WzcMYHdxs4ta+w/n6sgM92bl/MHM+/YU4d5yLjZ08u5NA1FIxPxe1ESn0cKrM1LxVUiYkx7KxrN9hQsNFhteMhHb78ymTW+h02BGJBTgp5RwurqDJevOMDEh4A+vh+OV7chEQhICVJQ0d7ldZ0SMH2/svczhslbOPj6eCDeq7IFeUg6WtrDuTDWvTO9ruycQwGszUon0kbtVdQfHs8JgsaKWiQnwkvHMpCQe3XyB5cMiifVTYrODzW4jTCPjfH0no+QSLDYbBY3uLfUALrd209JtcuuUsbekhSXrzvCXcfG8Mt0hbOerkJD3+FhWHq/icFkrcf5KHhkTR3yAEoVEhNZg5nhlKzqjlUWZ4YyN82PbpcY+CUmAlm4Ta3OreW1GKk1dJk5VdZBXq+V4RSuDI7wJ08hZmBnOTxfqUcvE/WqBAOwvbWFDXi0X6zvJjvLhkzmDeHB0DM1dZk5WtbM2t4b1S7LYVtCA5Zpkq69CwryMUPLrOzlc3sbSdWew2uwEq2V8MDvNRasA4IdztU77vt5crNcy/7vTyERCVgyPJshLSqhGTnKgCn+VDK3BQqBKSlKgyuW5doXbhkb+YVeHBw8ePHjw8D8ZT8Dv4U9HRpimX+u9l6enEOEt52K9lid/KWBHYSPDI32YNSjUJdgHsNjs3P59Hltvz2ZDXl2fl9Xcmg4+m5uOcKaAstZuBodp8FNJuffHc8T6KXllegq+SglGiw2twczt2VEUNOgY9u5B5/xseaueud+e4vZhkbwwLZlgLxlfn6zitV4B8993XMJbLmZ8fACLh4RxXXIQIqGA5J757d4B24a8WnYVNbH/vpGcqGqntKUbrcHirCy+NjOVNaerXYJkh31ZK2sXDeHV3SXkN3SyflEWWqOZXUVNBHrJGB/vj8Fs5YWpyRwobSHumlnXjDANb98wAJlYRLi3nJEx2Ww6X0eHwcL8jFAQwMLVuXx96+B+v7excf6crmpnQoI/GrkYX2X/VVaB4Eonh4CBIV7IxUK3M8nBalm/rbpFTV10my3E+ql4+8YBPDUhgVqtHrVMQohaRpi3HIPZyi/5DSxam+s8ZzsLm/jn7hJWL8pk3Zk6LHY7Wy42OAPfTcuGuVXlB/j8WAVnHx9Hu97Mj+frMFisPDkhgRenpSAVCjha0c652npGxfpxsLTV7T5mpDgU6c/UaEkMULEgM4x1Z1w7MhQSEQ+NjsNksfHZ3HQuN3dhs9md1eZQjQyNXNLHmg3gTE0H5+u0jIj25foBwRQ3dYEAnumV2Pr6ZBWZ4d6sXZTJ7uJmWrtdnQOevy6Rhk4T9/xwjuKeYD1MI+fDm9PY29NxoDNZnG3c7lBJRUjFQv42ObGPBR5AVrg3fkqpcxyj240jADi0Mp6YEM/rey5jt9vZfmcOr+0poay1m7QQNU+MjyfeX+k22G/tNpFX08Gru4upbDcwLNKbpyYkkhSo4sWpKZS36WnXm/FVSjhfq2PFxnN0m6yce2Ic8b5K0kM1LlX93gwIViPqUYO+NTOcdw+WuSwvbenm3k3nWTIkgk/mDkIpFRMCvDwtmS6TFblE6CJI2dBpxEch5d2DZTwxPoHVudUcLu8/obKjsAl/lZRndxQiFMDt2ZEkBqh4a+9lLjZ0khToxfdLs1BJHEKB/XVaBHvJaOlJbk5MCKC8VU+3yYbRYuORMbH4KqWsOlnJxqVDXToixsb58c+ZqTy5NZ9dxc0sGhLOfSNj+OBQGQ2dRpauPcMPtw3l+pVXk1RCQV9hwoq2bsZ/fJQ7ciKJ9lXy5r4Sylv1aORi7h8Zw+3ZUTy1LZ8Tle2svGUwf9ma75LwnJceygvXJbuIgHrw4MGDBw9/Jjx/4Tz86YjzV7HjzuE89PMFdhU3YbdDiFrGqzNSGBPjR2lrN8PfP+RsA78lM5x3+7HZstsdNmLj4v3ZXdy30l/W1s2GvFren52GzmRh2ufHeW5KEj4KCS/tKqK6w4BGLuaBUTE0dhp5ZMsFt4HpVyermDc4jC0t9YyI9kUlFbm0qXcYLGy+WE+t1sDoOH+MZhsV7Xq3AVtrt5kXfyvi61sGU9ykY39pq6NNPCWIb09Xu8xED4/yYXZaCHF+SrpMFh4YFYtEJEAuFfJbUSuPjI1DLhZR3tpNt9mGSWtALRMR7a8kLUTNhfpOAr0cSvGdRisPb77IxfpOVFIRkxMDUUiEfJ9Xw8Nj42nqMrG9oJGHRsfy/iHX4EYtE/PazFRMVis+CgkFDTrSQ/v31J2aHMRvRU3Y7U3MTgvm7RsHcv+m8y7rCATw/qw03upl75UQoMJfKaFOa+Tm9BCsNjtV7Xr8FBISA1UkBrpqO9RpjSzfkOeSIInzV3LviBiECPh+aRaXGrtYNjSSz3q0Cex2e7/BkcVm53JLFzd9fdK5zw8PlTM3PZRHx8bx4i7HaMFnczM4XNbaR1E+IUBFhI+cUR8edvqefzB7EBMSAvi8RxBucmIgT4yPx0ch5nRlBxqZmMo2PelhV8/n1OQgfjrvSFCopCImJAQgFws5UdVOZZueDXm1/GNqEjqjhUC1jJu+Otnns5yp6eCbk9WcfGQMHx4qZ29JM35KKYuHhJMWqmHcx0dc2s9rtQbmrDrFT8uGsbu4iSgfBTcPCkUmFrLpfL1LEAawOCuCi/Va0kLUrFk4hBd+K6S4uQu5WMiCzHCemZTItC+uWg5qZP3/OQtRy3l1ejJ1nUb0JiurFwzGaLUhF4sIUsuQuHHB0BktfH60gmd6CV+WNHfx/dk6dqzI4afzdXx8pMLtmMBnRyt58/pUFmSG8+nRij7LBQK4b2Q0V35trJ/SbeImQCXlueuSUErFdBrNNOtMWOx2NDIx3tckS9r1Jqx2eGlaCovW5HLL4DC8/iCIVcvE6M2O43p5WgoVbXoWr811XnOnqzvYkFfDqlsz+dukBJ7bWdRnH1cSc/WdRv4yPp5Oo4U5q045l286X0dyoBcbljgSiOsWDaGwSYdAICC3uoNZX590imauPVPD1tuz+aDn2WCw2Dha3kZOlA/He5w/bhsaQW2HAbPVhkwsJEQj53hFGwND1ASqZC7PAK3Bwj/3lHCuTktWhA+bztezZG0uT01IYECwGpXU8d0Hecncdll48ODBgwcPfxY8Ab+HPyVJQV58tyCTpi4Txh5l9jh/JUaLjed2FroE0z4KCfVaY7/7qu80uq1EJgSoaNKZyK3p4J4fzrFhSRYr56VT2+lQ3Abwkom4LimQOq2R9w+VMSbGnwOX3VduD5a28uulRqQiAe/PSuOO78/2WWdaciCVbQbe3Ffyh77RP5yvY97gMAK9ZEiEAmYPCuVUVRs3DQzGZLFhsNi4PTuScG85Iz441GcGfvPtwxgTF4DWYOGrc1V8eLgMndGKUAA3Dgwh0kfJOzelMfPL46zIiWbLxXrCNHJn9a7LZHWZ2Z2WGsymZUN5e18pNwwM5ofbhvLNiUrqdUbGx/uzNCsSf5UEAQL8FRIEQiEfHy7jqQkJvH6N8ri/UspDo2NZuCYXiUjAwBA14+P92XPPCF7fU+Kw5QtV89dJifgrpZyt1TIqxo8nJ8ZT0tSF1W5nYkIAr+4uZvzHR1mQGUZOlC/DIn2IvqZz4VJjp0vwPiM1iGXDInlpVxHn6zoRCOC6pEBen5lKeVs3Owub/q2ft91OnzGEH87V8di4OGfr9NcnK9mwZCj/3F1Mbk0HEpGAWweH8+yUREb3BPvgmHW/f9N5kgJVfDh7EFE+CqJ8Fch7ZpenD5DT2GkgRBONUCBwtsdLhAKMFhtPT0wgK9KH7QUN6IxW/jYpEalYyNv7LqOWifnqRCWJgf1bFn1xvIIFmWEEekl5fFw8J6ra+b24ibxabZ9Z8yuf/YtjFey8azifHq1g/nenUcvELM4KJ8grjrt/OIexRwV/RmoQ63KreeG6FLRGM09PSiBAJSVAJSNULWPx2lwUEjFfzssgzFuO1mimsk1PmEaG2E0Ar5CKUcusdBotHKloI1gtI85fhbgfO7uGTiPPutF2sNrs3PPDObbcns24+ACOlrdyuKyNNoPZOXpwtrYDg8WKn1LC6oWZPPFLPpU9LhwBKkeCTCoSEunjuN4CvWS8feNA/jI+gRqtAbFAQJfJypAIb2L8lJS2dPGXrflsvliPzQ4Dgr348OZBDIvwQSUT06QzAgLO1XYgEwv5dkEme4qbuWVwGL8VNbn9fAszw9lR2Mi/bhzIiBhfrv/yRJ8Ek80OD2++wO93j2BXcbNL14mvQsLKWwbz0q4iFBIRI2L8uPmbvomhwiYdnx4t5+4R0RQ26Zj3rXuhR7vdIcTYW9z0cksX4d4KBIJ29tw9ggadkYJGHUaLjeOVbYyM9kMuEfL0xASWrDvjdr/bChq5e0QMYqGARp2Jx3vcMDbdNpTRcf27MXjw4MGDBw9/FjwBv4c/LYFqGYHXzGW2683svOYFuKBBR060L/v7ab0dF+/PR4ddK9IioYA3ZqbyUo+oXFlrNyKBgNHxAWS/ewCAx8fFMTzaj80X6mnQGUkKVDEjNZjvTldR2d53rlYiEmC12Tle08Ht2VFurfpuzQxn5AeHGBiiJuYPLKTEQgG+CgkBKil3Do+itdvEpgv1nKvt5OdlQ8mJ8QU73PLdabeCdzYb7CttQiOXuIwX2Ozw8wVHp8HTkxKYkx7KkAhvztVq2XTevSgXwOrTNYyN82NKUiCzBoYgFEBaqIYBdjvn6zoZ/K/9RPgo+P3u4Vgay4lPHoDOaCUrwoett2ez6pTD63tUjB8jY3x5ZPMF2vVmvGQiJCIh2woaWTY0grWLh6A3W/GWS1DJxJisVvbfO4KKdj23fHsas83OL3dkM/mzY6zIiWL2oFC+OlHJzxfqSQ/V8LfJiaQGqZ1+3F1m18TQPSNimP3NSafwo93uaPE/W6tlz70jKGnuwmqzkxzoRWFT3/ntaF+F22oyQJvejFIqottkZcvFBi7Wd7JyfgZyiYg2vZkTlW1sy2/g07kZ3L/pHHW9klRFTV08svkC3y3MdAb7V5CKRXx4qIh7R8SwdtEQrl95nINlrbx3Uxo/Xahjbq+K7Pdna0kP1fDZ3HTe2ldCdpQvoRo5I2N8OeKmPVxrsGCzQ4BSykM/X6BNb+a+kTGc/wNxxnN1nRwpb+PLXlZtT/6iZXJSAJuXDcMGmKw26jsMPDMpiWlfHusznpMRpuHVGY6ukse3XHTOqfsoJHwwO40bBgT3Ed6r6dCzZO0Zlxb7QC8p2+7IYXCPE0NvztZp3Qp8Alxu6aagQcetq08zMzWY92enkd+gJVgtZ0NeLYEqKQqxiBC1jFovKc9PScJbIcFud3jd12uNDOjldV+rNfDib4V8fbIKs9WOWChgcVYEOdE+VLXrmfDJURfxw/wGHZM/PcqhB0bhr5TyzPYCfrzm/nt2SiLBahlz0kP58ZyrzsKMlCCmpwaRFelNu96CyWKjpR/diNZuM2Wt3cxOC+H1mQM4Uu7QDxAJBDy3s5CztVqmJAWyq6ivk8MV1p6p4bFxcUjF7q/9KygkQpdk2MAQNQ2dRi4+MZ7yNj1PbcvnfF0nMrGQeelhBKulKCViWrvNLpop13K5uYsgLxm12qvP3XV5Ndw4MARhPwkfDx48ePDg4c+CJ+D38KdFZzSjM1lp7TJR3WFAJRUjFQkIVcuc1TZwVFM/nZvBgdKWPpXXUI2MrAhvHhkTx8oTldR0GBgS4c39o2I4U93BS9OS+fJ4JfWdBvxVUqo7DHQYLNw3MgaBQMC8b68GU9sLGvnwcDlf3TKYO7/PQykRU6PVO73Bh0X68FKPev4v+Q2Mj/fnfF0n01KCEApgYLAXxyvb6DBYOFXVwVMTE1za1XtzS0YYcpGI+d+epqJNj5dMxIvTknlgVCyPbrnI9hXD8VGIEYv6vuwGejlE42amhjDbTcUOHNZpAgRMTQr4t6J5AHbszM8IQyERYbfbmfTZsT7q7ZVtehavPcPXN8aikAh5YWoyi9fmcs/waORiEQOD1RwobeHV3VeV+6clB3GkvJVAlRSxSICPQopvr31KRSKCNXImf34Mg8XGjQOD2XKxnqnJgcglQpasvVoVvNzSzeaL9Wy/M4frkoMASA1SOyuOS7Mi+OhwmXuXh04ju4qamDMolOd3FvKvmwaydO0ZlyDKRyHh45sH0a4399keHO4PK3KieK9nlvu+kTG8vb+0z9hGjJ+CL+cP5savTrgcS63WiFzcV2lcZzQzPSUIi93OM9sLeG9WGiaLDaVMxKdH+zoqnKvTcqlJx8Nj4tiS38DOwkbGxwfwt8lJPL/zEqeqrir0T0kKRC0TYbPjvJbqO41E+yoB9wm0aF8F1R199TV+L2rmb5OSGBfvj95s4VxtJz+er3OrxXG2VkuzzsTb+0up6TAgFQkJUElp05tZsvYMB+8fxahYP+f6erOFF3YW9pmnb9KZmPbFMQ7cP4rUIC8EvWbE3dwarvRcF7/kN3CgtIXvlwzl+q+O88zERBZnRSASCVGLhGRH+RCmkVPRpkdntJAZ7k1AkoRAL0cniNZg5q+/5LO6l4WhxWbnm5NVdOjNPDours+9Ao7rSSIUsOViQ59gH+ClXcX8tGwY2ZE+zM8IY2dhI1abnVszwwnykpH+1n5UUhEmq401C4f84UdVSEQMCNbwwE/naOkyE6qRcd/IWM7WOhI7UpGgj0Vhb7pNVkQCAS1dJoaEe5PrxuVhQLCXi6Cel0zELYPD0MjEnK/rZObK485njdFi42BZC7dmhjH18+OsXZz1h8fvo5TQZXLV8vBXSj3BvgcPHjx4+I/AE/B7+NNR02HgQGkzK49XIRYKmD0oBLFQwIM/XWBkjB8f35zOqA8POWfpG3UOxervFmTy4q4iipq6EAhgSmIgT05I4J39pTw+Po5/3TiQE5XtXGrSMXfVaTqNFoQCWHnLYAYGeeGvktLSbUIsFDA9NYgbeolN9T62VSer+PqWwRytaCMhQIXWYKG6Xe/0iQdHhf7ZKUlsvlDPmtwabHY73goJI2N8CVBJae4ysae4mQdHxzpnXq8Q7i3nr5MSOVbRxh05UaQEeXG+Tsujmy/y8c2DeG1mKmarDbFQyD0jYvqorPsppNRpjYR5y+n8A2/q8tZubhwYjMVm57fCRm5KC+4zh32FWQND+K2oibnpoZS36t0GMOBIJBiFjkAoxk/J+sVZNHeZeP9QGaeqXYMEtUzMnTnR3LzqJJuXD0Mjcz+Hm9/Q6exiyIrwYX1eDa/PHOC2/dhmhxUbz3H0wdGYrDa+OVnJ/SNj+PBwOYNC1aw6VdXv+dhT3ILNbsduh8e3XOSzeenUdhgoatKREKAiylfJh4fKmJQU6HZ7hUTInTnRFDV1cbKqnSC1zK1GQ3mrnm35Ddw0IBiVTMz1A4IRCEAIBFwjdFjQ0Ml1nx9jYkIANrud34ub+b24mcVZEchK3QfkI2N8kQiFTP7smFOocsvFBrxkIlYvHMJjWy5S2tKNVCTknzNT8VNIaes2MS89jI+PlLOtoIGNS4ey6lSV22TQiuFRPL3tUt8FwLoz1YyL96ddb0EohPVn+tpDXuGbU1VMSQrgjuxIInwUVLfrCdbI6TJa+ORIGTF+CqQiIYFeMuo7TXx3usbtflq7zZyqasdXISZU4xDuM1utJAZ4IREJnOMTvRkSrkFvspIa7EVBgw6twcJPF+q4PjWYF3cVMTU5kMp2PSqJQ8QyIUDV72hEg87koqvRm58v1vPw2Di3yx4aHcu5uk5Wnuhr2+nc/kIdWoOFV3YXMybWj9uzI/n0SDnzB4c7HChMFu4ZEU1KsBc+ConbZJS3XEy0r4KZXx6nvCdRGuWrIEwj486cKL48Xsmp6g5en5nKqlPVbo/j+gHBBKikDAn34dUZKdy36TylPXZ7IqGAWweH8dzkRB7pGYWK9VPy/dIsAlRSDpW28sJvRX2upftHxfDM9ksYLDaOVbQyOTGA393orHjLxSglIqe44xXuzInq97x58ODBgwcPfyY8Ab+HPxXV7Xpu+OqEs/IE8FtRE+Pj/Xl/Vhp3/XCOV3cX89YNA1yU1H84V8eQcG9+WDoUOyARCvCSiQE7n8xNR2uwkP72PrTXvDSqZWKe33mJffeOAiBQJeWu4VEc6kdhHWDjuVpuTAvh2R2O+eC0EDUrbxnM5E+vCpDdnh3FPT+cc3mBzavNJylQxefzMrj5m5Pk1nTw7OQkbhsawblaLdsvNTI82pdBoRq2XKgnPUzDm3svU9ikY1pKkEN869cCPr45Ha+elvUBwWpmpYXwcy+HguoOPWkhaowWGyKhoN+25gR/FdXtBlZsPMebNwzAZnffyj4k3JsQjZzbN+QxJSmQbrONLbdnsyGvhjW5fQMdY69CYYSPgggfBT/cNpTvTlfz+bFKukwWrksKZNmwKP66LZ+cKB+ifBT9VusaOq+2vnebrIRr5DR2Gvu4Llyhql1Pt9nK58cqeHt/Kf+ckeJwYxAICFbL+gQOVwjyknKotI2FQ8L56mQVc1edItZPSaSPgl8vNXK5pZv3ZqWx1Y0fuZ9SwtKsSFadqCI7yocXpibxbj/WkuCwJ9t+Zw7vHihjydozmKw2onwVvHn9AKYkBeCjkFKrNXDDVw4P9hmpQdy2Ls+5vd5sxWx1f74eGhPHXRvP9jk/OqOVJ3/J5+HRsWy/1MjrMweQEqRCKhJx27BIarQGdhQ2UtrSzdrcaj6aPYgnfsl3Vn7FQgEvTktGqze7tFb3RtrTVm+0WDFZbG47UK4gEjh0De764RxnelWMY/wUfDY3g/2XW3h9bwmPj4sns8eWsj9qOgw9lWtHwF/bYeRQWQtvXj+ARzZfdK4nEQl4eVoKI2L8+K2wkcVDIsgI0/Dd6Wr2X25hYWY4P1+o572DZYiFAtaeqXFYTN4+jCHhPoh6XaMNnUaauoy0d5v7zM5fwW6n38r54HBvajsMTtE7d7TrzcT4KUkKUDErLYQj5W1svtjAA6Nj2X/fCOxAkJeMwsZOXpuRyr2bzvUJrF+dkYpYAL/cmUNhow6r3U6oWs6a3GoUEhHben6eFKhiZLQvR66xWlRKRbw8PQW1XEJKsBCZWMgHswbRaTQjAOIDVGzIq+XJbZeYmBDI6zMH4KsQE+6jpKChE4PV5rYjIM5f5Uwwfn6sknWLh3C5pZuy1m7nOgqJiG9uzeSV3a6Cg89MSvjDkSgPHjx48ODhz4Qn4Pfwp8Fut/PThXqXYP8K+y63cOvgcGL8FPx0oY4nxsfz07JhHK9sQyERMSsthAhvOb5Kqdt9FzXpXIL9e0ZEc1NaCC06E2KRAL3ZisVqw1cp5elJibyzv/9g7Yq6+hUu1Hfy3I5L3DU8irf3lzItORA/pcRttaqoqYvztR38ckc2xyraWL4hj5YuE2Pj/HhqYiIbz9byRI8olb9Sym93D6e8tRuxSIDBbCUtRI3OZKFVb0YtlxCslvHxnEHcmRPF+wfL0FusLBkSwaBQDatzq5g7KJQNZ/tWWUPUMhICVQx79yCdRguv/F7EazNS+XJ+BvsvN7PpfD1CISzJiiDIS+YUY7vUqOOW704jFgp4eEwsL01LdiY+AORiId5ysfP7NFpsSEVConyVLM2KZHpKEOVtenZeauT+TedYkBnODQODCdH076GdGe7t/PeP5+v4y/i4f9vKa7baWN9TdX16+yXi/JX8ZVw8D46O5cF+LPeuHxjMvFWnifZT8NyURF7cVUxZ69UA5LrkQOamhzItOZDndhTyQ49K/uy0EJ6/LpmTlW18daqKyjY9lxp1fzgqYbVBcXMX2woaiPNXUt9ppLJNzy3fnWbDkizmZYRRrzW4VFF7B7wnq9r526RENuS5frdSkRCbzd4nsXWFoqYuxsT7s3RopItKfIhGToBKys4Vw9ld3My6vBpqtXpOPzKWyy1dtHSZ8FNJ2VXYSECIhpenpfD3HX2r/AsywwGQiIS0dJmZMyjUKQR5LXcNj+b9Q6UuwT44OiDu+/EcG28byl05URQ16oj2VeCnlPSxD7xCQoCKdoNjWUVbNxVteh7dks/ue0bwyx3ZfHe6mqp2Pa9MT+Gd/aU8ta3Aua1AAK/NSGVAsBe6nrbxBp2RtBDHjH5Dp5HJnx7j3OPjnKKQhY065qw6SX6Djs23D3N7TFcI8pK6CNldwWS1ca5Oy+hYPxeBTHDcR89fl8ToWD8ut3QzKTEAqw1+KypDKRUR769ysSEUCYW0dJvYc88I3j9YRmGTjsQAL5YNi2TT+TqGR/mSEKgiv76Te348h0ws5OVpKdzx/Vk+OlxGmEaOWCTgjesHMK66gzVnatAaLExPCeTvk5NIDHC4X0hFIlRSEWqZCG+5iMp2A9nvHXQmPDZfrOeV3RJ23z0CpczEvsstaORi1DLxH3YbtevNLF+fx5s3DMBktXG+tpOUIC9i/BR0maw8MCrW6SIxPyOMxEAlfv086z148ODBg4c/G56A38OfhpZuC58f6zuTfIUfz9cxLTmIT49WUNmuZ/2Zat6dlYZGJuljcfVHfD43nTBvOV0mKx1GCyFqGfsut9CsM5ET7UO4t4I56aH8q58K7fh4f3KvaU//raiJJ8bHkxLkRVKgF6/8XsyyYZGkBnnR3GVi3ZkaqnuEycJ95Lx3sJRdRc29tm9md0kLG5Zksa2gkap2PS3dJp7bcYk4fxUfHi7jxgEhvDw9lfN1Wiw2O+Wt3dR0GLBjJyXIi9ULM5GKRWh6Au47sqNo0Jlo1BnZ22v2OVQj4+fl2Vxq1Dlfwo9XtjN95XF23TWcYLWMZyYlUtjUydcnqsjrlYCR9Yh2WWx23t5fyidzBpEUqHLO7j46Ng6lzUBZm5g1uTUcr2xnQJAXtw2LJMZXgR07LV0mbhgYzI0DQ4j3VxKikaPup50fHCMOUxID2VXc1COqB4mBCuRioVuLxMQAFXKx0EVc74on+hfz0pmdFsJPvToihAJHFXTzhXpMVhv/2l/KnntGMC8jnM0X6+g0WLkpLZhYPyXBase4wgez03hhajJWux2NVMzre4tZnh3FP2ekYLbaOVXdzrAIX753k2wBuGdEFD4KCe/NSqO8tZsYPyVWu51nf73EE1vzGRHt61T8B8iv73SxN6ts0yMVC8kI07gkyMQiARZb/5XwK7i7X8QiIfEBKuIDVNwyOJT2LiNfnqzinYNliAQCl4DtrxMTmJcRyo5Lju4bqVhIuEaOUiqirKWLKB8FIRoZGXYNg0LVnK9zDfrHxvmTHqZh/nfuFd8vt3TTabAQ7q2got1ARZuev01O5PEt+X3WzQjT0NxlIivCm8vNXYz56DCfzk1Hb7Yy9fNjvDYjhYdGxyIUwLGKdrZcM2Zht8NT2wo4/MAobt+QB0B2pA8nq9qd69jsdqrb9Vhsdiw2O5M+PerscjhXq2VEtC9Hr6mMA2RFeOMlFbNyfgb3/njexTHCVyHhx3N1rFqQya+XGp0JHbFQwOpFQ/jocBmbLzYwLz0UvdlKfoOOV6enIhULCOuVIKvp0FPeqqe6Q8/eyzYeGxdPaUsXB8tauW39GXwUEl6dkYJaJubGAcFkho/BaLGikooYEOxFfoPO+Wya/+1pxsb5s3HJUCrbu4nxVZJXqyXcW45GJKSh08jcVSd5amIi0b4K7vj+bJ/uhna9mRUbz/LE+Djs2PnhbB1LsiL4+Ei563fc3OVy/dZ3Glmy9gzBahkJ/kpuSgtmwieOrqlgtYzrkgJ4cHQMlW16WrvMSIRC1HKPHZ8HDx48ePjz4wn4PfxpsGPH4mbe9goWm6NFXSwUkBigIjPCh7mrTqOQiLh/VAxj4vwIUbu3VAtWy1DLxAyN9CEz3Jul689Q0HC1dT09VMPr16dS1aEn3t+LYLWMqcmB7Cx0dQSQiYU8Ni6eO77Pcz12O/gppQwIUmOx2Xh8fDyfHi3ns2MVhGnk/GNqMrVaA6/vLSFAJXMJ9q9gtdl5bU8xdw2PclbNf73UyPolWXxwqKzH0svOA6NiOF7Rxt0/nHPOtiskIt6+YQBjYh02V51GKzsuNWK22fnnzFRkYiEX6jqJ8pUT4a1ALBKwv8T1GAxmGwUNOl7dU+witHb9gGAWZIbjLRfjI5ewJCuC9Xk1mK12PjpczuNj49hd0sKEBH9mpgZR1qxj6gf7ncH4jkuNvHeojDULMxkf78+U5CD0ZgsSodCt/dq1BHrJ+PrWwbxz4DKfHq3gwZ8v8P3iIXw8ZxC3b3C1PpSLhXx1y2CifJXckRPJ3391tWW758fz/H1yIn+dmMCB0la8ZCKyo3zRm6wulegALykDQ9RE+ypo15vJq+lAa7AwINhOl8nKY1susqOwEbvdMfLw3qw09pQ08+KuImx2uGlgCGmhahZkhrPumvnujDAN8weHc/3KEy5aCNG+Cr6Yn8Gy9XnUdbq2zH9+rJIPbx7E/G9POVv1H/n5AqsWZHKorIXvTtfQZbIwLTmIIRE+iIUCtyMPASopfv8LyTGjxUZJm4G39pe6BKlXePdgKaceHsviIRFsvlCP3mJlcmIAZ2o6WHm8im8XDCbYS8bmi/U8PTGROq2BLfkNiIUC5gwKJSvCu8eKrn+q2vXc++N5Z6LhtZmpvDI9hTf2ltBhcOhvzEwN5u4R0Rwtb8VbLubRny9y78gYwjRyJib4s6ekhft/uoBcLOSD2Wm8e7D/zp2NZ+uI9nV0W4xPCODNHkFNX4WE1YuG8Oa+yxyvbOOfMwe4jDT8a38paxYN4a/bClw0MDLDNXw+L4Pytm4CVVJ+u2s4AiC/sZMQtZz2bjMLMsN5c18JG5Zk8dqeYo5XtjM/I4zfi5q4Myea4iYdHx8pp11vYXyCP1KxgORAFdIecceKtm6mfX7cZQzn5V1FfDIn3XmM3y/MIMRLSmlLF6tOVbEmtwahQMCyYRFsvj2bjw6V8cnRCowWGxlhGu4bFcOb+0r44VwdyYFePDA6hqp2AwNDJFS2dSOTiMhv6KRdb+5j3SgRCZgQH4CPQkKQl5xALxkP/3yRH5YO5VR1Oyd6ElYAnxwpZ9WCTKb2CHJeoaHTyJ3ZkXx98qrehkggYNmwKP72ayGV7Xr+PjmR3SUO20IfhafS78GDBw8e/tx4An4Pfxr8lVIWZYXz3I6+3tkANwwI4cvjFSwbFsG6MzXOF3KAA6UtTE8JYuX8DELc+KiHamR8Pi+dELWMu3445xLsg0PZ/KVdRTx/XRIigQClRMRDY2IZH+/PqlPVtHabmJAQwLJhkby8q7jP3K1aJsZPISHUW87B0hamfn6MeH8Vo2P9MFpsPLE1n8VZEfxtUhKne1UOr+VUVQdPTkhw/t9mBwFX29f3lDTzzKREpn5x3GU7vdnKfZvOc+iBUXxzqo63e40kPL+zkAWZ4dyRHUm73sLGc6Vo9RZuTg8l99Gx/F7UTHO3kaGRPqgkYlYvHMK8b09RpzXy4ew0qtoN3PvjObQGC1KRkAWZYaxdlMW7By7zVk8LrkwsxGaHbrONtw+U96m8W212XtxVxICQrB5BNwF+Ssn/cltumLecV6an8ODoWExWOwqJkG6jld/vGcFXxyupaNMzJNybu0dEkxigQiQUsDQrkjW5NS7ftdVmp1lnxGSzsbOwkcp2PUVNXUhEAu4bGcNbNwzgSHkboWo5jTojr/5ezAeHy5zt2L/ckc3yDXku339uTQcTPz3Cz8uzAcfM9rozNewqamLX3cPJivBmbW4N3WYr05KDWDYsgltXn+4jfFjRpuev2wp4Ynw8Fa16ztZqmZEaxPaCRmq1Bj47Ws6Py4by/sEyDpS2oJCIyK3q4LahUSQGeCEWCThW3obWYObhMbEu18AVXrguyaXzocNgRm+yopKJXLosGnQm2vRmt8E+wNMTE3n/UJlLR866M7UMi/ThLxPi2X6pkTmDQpkYH0CDzsihslaGRXoT7CUjI0xDfaeRYLUMqUjY72y+t0LibLEH+Ou2AqalBHHg/lGUt3ZjtcPJyjZqOgw8OCYOncnKrPRQPj9awTsHStl6ezYVbWe43NKNwWJDLBLS9AfWbzVaPTlRPjw8No6/brvaSfDPGak89Us+F+o7SQ/VUNrS5bLdFWeB56YkEumrxGixIhcLifJR8NdtBezqZSM6MFjN2sVDsFhtVLTpWZAZzuSuQP6xs5Ab00L4y4QEEgNUHCxt4fNjFS5Woz+eq2N7QSP77xtJlC90myw892thH80Nmx3u33Se4w+PwUchxtLWQHGLnBlfHndJ5P3910JWnaxm253ZDI/xQ4DDnvTpbQXOMZbCJh2RPgrWn6nmpempnK/v5IYBwfxwto6lQyNcfu+SrAjmZYSx41IjDTojpS1dpASreXVGCovX5vLG9QN4dGwcJ6va8VNImJUWSpSvnLOPj+PjI+Xsv9xChI+C+0ZGc+WpNz7enzCNY1Rr84U6QjUyFmSGs7u4uee76GZIxP96wF/TI8J5tlZLQoCS9FANkT4KF3cHDx48ePDg4b8bnoDfw58GocBhnfbl8UoX2z2AQaHqHos9HxZnRTKpl0DeFX691Eh+QychGjk2m51arYH6TiNWm50AlZQRUT606i19ZoavcKS8DalISElzN9+equbvUxL56HA5y4ZF4iUVEaqR89GhMg6X9xX0e2ZSAnKxiHO1Wp7aVsC3CzJp0hnZVdyMSirio5sHUdrSzbh4P45VtPd7DsRCgcus78SEAE5WXW0VvnlQaB9V/968sbeEUDcJj0gfOTsuNfHW/qtJkm9PV5MZ7s3rM1ORi4UsWHOamg4j8zJC+e2u4bR3m9la0MAbe69uY7LaWHWqmkadkU/npvPcjkIKGnXE+ytZnh3F+wdLWZYdRUlLF/m9Au2RMb48OSGB2zfkOW3hRsT48snN6QwMUbuIofWmvtMhatbcZUIpERKslhGilvUIMoJSKuS56xKp6TCikAhQSa/a2nnLxbxz40Au1neyraARmVjI3PRQ0sM0TPzkqEuLutlq572DZXw4O41P5w7CXyVl9elq3u91rrOjfMit7nArsma22vniWAULMyOcQXBzl4lvT1YxJs6fNYuGkFvdjlouodts7ZNwusLZWi3/utGbVaeqOFnVzsalQwnxkrE6t4adhU0UNHby3k1pvDYjlbN1WuL8lQx6a59ze7FQwIQER4X1s7npfHKknLLWbtJCNDw4Jpbfi5oYFumDQiLiYr2WF3cVUdzcRVqIhmenJJES5IVaJqairRuJ0H33hY9CQlKgiud39k3Mnaxq51ytlup2PbcMDuV0TQdfn6zkzuwoUoLUKKVC5n97mla9mb33jnCozruxFpyUGEB1u54Fg8Np0BnZd7kFq83OjkuNRHrLeXVGCp1GK9mRPoRqZAgEAqrb9ey41MhvPQH2svVn2LB0KBfrOyls1BHlo2BUjK/b7hqA61ODGRiiZsaXx53jFGqZGG+FmAs93R91nQbi/FV9tm3pNvHw5ov4KyV8OjeDX/IbMFhszmA/QCUlUCXltZmpPLr5Int6dddMSQpk/ZIsDBYrWoOFdr0ZX6XUJdi/gt5s5bkdl1i/JIvWbjPrz7p3B7DY7Jyv07IoM4xyiz/fnKp2a49Y3NzFzsImVp2qcrFr7E2HweI8H+HecjoNFuq0BmL8lE5tgjnpoWSEabjxq6vOJj+ecwTov989gpHRfry+pxidycL8jDBmpgYT7u0Q6kwMlPD6zFQ6jVbMVhvvHLhMcXM3cweFEOmj4PmdhRwpv/oM/Nf+Up6bkkSoWsbq09VkhGoQ/S90Cl1u6WLq58ecuhjgENvcffcI0sM0nqDfgwcPHjz8t8UT8Hv4UxHlq+TAfSP59nQ1q09XIxYKuDMnmukpQYCdwWEapnx2rF/l+c+PVZAT5cOh8jaWrc9zKrwHekl5fUYqA0LcW2tdwWpzVPuXZ0ditdn5+OZBnK7uYFdxEyaLjXdmpRHpW8pXJyoxWmz4KSU8OyWJWQND+OmiwyngmUmJPPlLPpcarwZ1G/JqWZIVwdg4PyYlBrgV8QKYlRbCzsJGAFRSEY+Pj2dpL6/5MI2c3SVNfTfsoaS5iyG9RO7AobKdE+XLnFWn+qx/pqaDnYWNNHQaeWV6KsvW57HxbB1bLjZw4uExfHCo3O3v+fVSE/eO1PPzxXrsdrjUqGNbQSP/unEgG/KqeWJ8gnMeWioS8uyUJGZ/fdKl8n+0vI3RHx3izKPjiA/oG0SVt3bz8q4iVufWYLLaUElFrMiJZkFmGCnBanRGC/f8eJ5tBY0un3XL8mxGx/nSabSwbH0eASopY+L8MFvtfHe6muldQf0KiL2+9zKzB4XS0GmgsNEhyGYwOzoYRAL46Ej/GhNHK9p4dnKiy892FjUxIMQx5pFb08FXJ6r4ZG56v/sAh0DfxrO1bFo2jCmfHWVSQiBrFg3Bjh2rzc7W/AZuHBjC9oJGlwQHOGbNxSIBz+4oJCFAxdKsCELUMspau3l08wXqtEbuGh7Fhrwa7v3xfK9z7bCV3Lg0i5sGhhDkJeNcrZYoX0Wf5NvU5EA2X+jrVHCFNbk1/H1yIhYrTEsO5Pu8Wp7aVsDWO3KY8tkxbHaHpdrb+y4zLSUIsVDAyhNV6M1WxD0Wb3+dmMhPF+rQ9whVPjYunk+PlLM1v4G6TiNqmQR/lavQo9FiY/Xpq7Zyl1u62XyhjtZuM4fLWtlysZ5XZqSwp6Slz/MjwlvOuHh/lFIxT01I4PnfCtEZrUT6yLncfLWi36QzIRUJCNXIqNP2HUm4e0QMoRopi7IimPr5MUbH+vHo2Dhau01E+yp5c1+JS7APsKuoifs3nePjOenIxCKkIkGfMZDe7Cxqol1vwWKzu7UcvHqsRqw2G2fru1zukWtZk1vD+Hj/fgN+f6WE6alBAKQGqVl9uprpqcFsL2hkRU40nx+rYPmwSJdg/wp1WiNPbivgm1sGs25JFkazDY1c3GeURyoWYeoyk1vbQWW7AY1cTGaEN58erXQJ9q/w4q4i9t83EuxgttkRifqs4kJrl4nl6/Ncgn1wWDrOXHmCYw+NJsJH0c/WHjx48ODBw/9bPAG/hz8dUb5Knp6QwIqcKAQICPSSIhAI6NCbOeKmut4bsVBAeZue61eecHmpb9KZuGPjWY48MBqVVOScfe+NUOCo+FxRyR8f789nc9OZlhTI7EGhzvXevmEAfxkfj95sxUsmJlglZX9ZC4fLWkkPUfN7UaNLsH+F705Xs2xYJAFKCR/NHsR9m867LI/xU3D/qBge+ukCd2RHMS8jjL/vKKCl+2pFWSYSMCTcu9+X84EhahdbK4D7R8bwW2H/SYI1uTU8NyUJgUDgVEI3WmzUag19ZnR709BpQCMTu9jcPbvjEqsWZCLsVS2blRbChrxatwJ7OqOVlScqeXFqsksQ0Nxl5JHNF9hy8arAWpfJyrsHSzFYrDwxPp5vT1WxraARgcCRHNGbbXSbrMz48jj5T47HRyEh2lfB8cp2Z4V2SlIgJc1dfY7jClXtejqNFux2Oy3dJm7+5pTzOnp0bCzhf+AmEOQlpV3f1/Yxxk/Jk7/k8+slx3eglIgQCnBr5SYSCpAIBUxMCGB7QSN1WiOrc6tZnevqjx7tqyQ91IvT1a6OFja7Y2zBWy6mpLmL566pwkf5KlBJxTzmRvwO4J4fzpMd5Uu4Rs7T2wt4f1YaS9aecUmQeMvF1LoJdq/QZbIQ56ckWC1jV1ETD46JxVcu4UhZi/MzT00OYsHq0/xwvo656aGsWjAYcGhRRHjLmfDJEZf2+w8Pl/PdgkxMVhtz00ORivtWdC02e59r7OXfi3luShJ/nZTItvwGzlR3sGPFcJ7YepGztVpEQgGz0kJ4bWYqUb4OBf4HRsdwc3oord1mVFIRRdfcy8/uKGTl/ME8tuWi8z53jJBEEOOrYPSHR9h370jGxvmzfFgkS9edoctkZcvt2f12F/xW1Ex9p5EbVp5gcVY4Gln/f9plIiFCgePacmejeYUxcf50Gm2OJIW4/+q1VCR0ccLozfSUIAoadNyaGYbOaEEigvtHxdJltLBwbS5/nZDAt7cO5lKjrl9rwl8LGmjUGUkNVqPqp/u+tsPAvG9PUaM18LdJicT6KZAIhXx3utr9BsC2gkampwYhl/ybaB9o6jJxqMz9345arYFarcET8Hvw4MGDh/+2eAJ+D39KRCKhUxG9rdtErdbgaNW1w5pFQ/jpfL1bAa5Hxsbx3sEytx0Adjv8a/9lXp6WwqNbLvZZviAznK35VyuX+y63sPZMDQsGhxHjp3QKZcklIhcP6HqtAaPFzrSUIBQSEevy3CuzA6zNreH161NZOCSckTF+fHe6ipoOAzMHBJMS6OWYBx4awdg4f/6yNd8lsB8R7cvtOVF0Gq18daKqjyibUOB4GZ/x5dX5/gCVlPmDw3izV1v+tehMFuQSR2AT4a1wWp/Z+nuD7yHaV0m32YpUJOTmQSFkhGnQGizIxUI6DRZEQgFWm52BIWrW5/Vfsdxd3Mxfxse7WCo2dJpcgv3efHWiiiVDIzhT08E/piYzJMKbxk4jvkopjZ1GXv69iH2XW7g9O4rnpiQxc+XVymNlm55pyYH9HkuMn4KK1m4EAgETEwMYFunDtz0e7Z8dq2T94iGsPFHldtvlw6L48rhrB8CSrAiUEpEz2AfYWdjIgsxw1uS6nhOJSMB7N6WhkYt5amICNR0GTlW1u1V/31nYyPWpwYyN82frNarzHxwq4183DeSujedc7gOZWMiX8zKo7zT2m8hp6TbRpDOSEarmnZkpPL2ziDWLhnCxXkthUxfpoWqmJwez53Izv+S7/36mpQQR669EIBCQGeHN0HcO8tx1iXjJxHjJROiMVodAZ8+xbTxbx8azDovDN65P5W/bL9HUZcJLJuKO7CjGxQdgttqw2Ox8MCsNpcx9gKeUighQSWnulSiw2+EfvxWhkYs58sAokgK9EIuE/HbXcLQGh5ZEoEqCVy/9AolIRLSvkmhfx/+vWE1eSWyVtXazYuNZvpyfgVAgoMNgRi4WsfViPXf/eA5w2Po9Pi6eWV+fdGoU/FHyDBzz5W16M58dreT3u4fzxj739+xtwyIJUEmRS0S8P2tgHz0PgHHxfkT7KrHjSAKuyInmVNU5t/tbMTyK6clBPDEung8Pl2Gw2JCIBMzPCOOu4dHE+SvRmaw8sSWfny/Wc11SAG9eP5BjD43mm5MOG8roXs/Da7HZoa0fO0Vw2Hf+cLaWO3OiiPSRk1vTQWetBbPVzic3D+KBny64JD2v0NptIiNc0+9+e/Pvzn2bvv/j8+DBgwcPHv5f4wn4PfypadIZeeX3YpdZaoB7R0bz4tRklwrmhHh/tAYLebXuq98AFxs6eXRcHIuGhLMhrxaLzY5EJGDp0EhmpARxyzU2YatOVTExIQClVOysANntdqc2gLdcjFggwEsm4q6NZ3llRgoGc/+2aF0mC2tzq5mVFso/fiuky2QlMUCFEEd7/XM7CzFabKw6WcXSoRH8ZUJCz0yvBD+FBLvdzoHSJn5ePoy7fzhHTY+dVohaxqszUpEKhcjFQrp7OhjuyI7i7f2XmZgQ0K9F3LTkIJQSIYkBKhp7KadfatQxOTGA34v7ViUjfRSoZCLmDgpl6bBI1p2p4YvjlQSoHOr2WRE+jIvz40J9J0qJkFC1rN+59XBvudPu7wq1HQa364JDR0BrsPDUxESe31noMkueEKDii/kZnO+x+sqO8uWlacm88FsRVpudwiYdCQEqfBQS2t285D8zKZF2g4XHt1ykusNAkJeUe0bEcOvgMO7bdJ4dl5p44/pUntpW4DKScUtGGAqJ0EW3YHpKEFOSAp0jGlf45Eg5X90yGH+llJUnKukyWQn2kvHT8mGsPF7Bo1suYrTYCNXIeGJcPBMTAnhld7Gzk6HbZMVLKqayXc/kpECifBVoDRbGxvkhFAg4XN7KtvwGTj0yhm9OVnGxvpOsCG+mJgfxj9+KuH90TL/nFnB2Z8i6m3h5egp1WiOJASrGxfsT5CVj0qdH+eeMVLfVZY1czP2jYmjoNBLkJcNfKWHHihy2X2pEAHx9SyYlzTpau0zE+Cn6zJUnBHhxrk5LgErKtwsy+fBwGe8fcogmBqikPH9dUs94T1/CNHJeuC6JB3664HaZr0Lq7CIJ9JIR6NV/t0ZvIrwV7Lp7BNO+OOZMhtV0GBAAHx4qY056qPP4AlVSGnUmjlW0EqaRuwgSKv5NJfrKcpPVxqbz9Tw6No53rrEGjfVT8vi4eGw9F9+IGD/23DuCxzZfJK9W6zz/K3KiOVPTTmGjjlg/FSNjfF1sHa8wNs4fpUREvc7Ii9OSuHdUDB16M3KJCC+pEH+llBqtkZz3DiIAPpmTjt1uZ1dRE0MivEkL0SAWQqRP/wF/WoiaNn3/YomNOiMKqQijxYreYqOwsYu6TiMdRjNjYv35fukQJn92rM8I1E1pIQR5uXdluRaNXIyy595xR4xv/8fvwYMHDx48/L/GE/B7+FOTW9PRJ9gH+ORIBZuWDWVCgj8Gs41bBoehlotZfbqaeH9Vvy3v8f4qvj1VjUIi4vulQwnTyNAZLazJreGW7073qZq3dTusp1q6TET4KKjTGvjxXB3vHCiltdvE+PgA/jkjhaVrz1DfaeRgaSvTU4L6Da6nJAXy/G+FjIjxc3rB50T78M7BUl6elsKHswdhtNpo6TIR66ckr7aD1/dcRmey8Ni4OM7XdbKrqImvb8ngw9lp2OxgBzqNFv4/9s47MKo6bdvX9D6T3ntPgIQEQq8C0kUFAUVF7L13d3XtvezaOyoioCAioFIE6Z0AoaX3XiczmT7z/THJkCEJ7u63777vunP9BdNycs6Zk3P/nue573d2ldJpc/DLTSN4etNZNp5pYEi0jpe3FTE9LZSBYRpPa3s3SqmI20fH8dq2Yl6YmU7P3z5SJ+elmeksXpHnFVkXrpXxwbxMXt9WzP0TEpny4T5PBa2kuZOrlx9lUU4kd46Jp6bdjMHi4K4xCfxa1NuEDOCB8Qkopd6XsgDVhaPjglRSPt1XwdbzFiOKmozctvo431+XC0CgSso9YxO4MjuSwkYjUrGQpEAlW24ZwcJlRzzt/XKxkMcmJROplXt1BDQYrDyzuYDrh0Vz84hY3ttTxoqrc9h08wgOVLRhtjvIjfYjTCPHbHdw47BonC64dFA4VrsDk9WO/3mxYU4XLFmZx6UDwvjkiixSQ9QoJCJuWpXHrh7zyrV6Cw/8eIpXZ6Xz1VWD0cnd1esApYRglZR7fzhJmEbG1ltGcLrBwHfHa3E64d3LBjEwXEOL0UJFaycvzkjnha2FvLp9L04X3DY6zqti3ZNInZxgtXt7XZpgNp9t5NeiZqL9FExNDcblcqcJ3PV9Pp8vHMymsw2syKvBbHcwIy2UhyYmUqe30Nxpodlo5ZeCRv660/v7OysjlOtzo3jsomRu+c676mx3ugXyy7PSvVrmwW2CeNf3+Xw4L5MonQyp2PucEQndVWmTzcmzWwrQm+0IBHBxSjDvz80kXPf3icPzEQrdYzT77x7L/opWXC4XA8M0KKRiUoJV3L02nw6LnbHxgXw8P4v3dpdxvLajV4v7gYpWJiUH9TpnwX1d2N+jk+OtnSU8MjGJb68dyoZTdTR32rg4NZjEQBXLDlcxNTXYPTahlTMhMYhfbh5Bp9WBUCjAYLEz9K0dnsUJcJtmfjAvk73lraw7WY9Q4I6OFAC3fnec1y7JQCIU9vLSMNscvP5bMQaLne+X5PLnn85ycUoQA8O1bCtqwmRzsvZkHQuyIrh8UBhrTnh7OwgF8KcpKdhdLpxOF8I+zDmdThgUrmZnSStzPjvoefznMw34K8pYd/0w5mdFsDKvhuQgFfeMjWdwhA5/pYTK1k4ClFJUFxiB6DZwvXN0nJcBaTcLB0cQovZF+/nw4cOHj/+7+AS/jz8serONV7cV9fv8h3vL+WBuJnvKWnh5WzFnGgwopSK+uTqHVcdq+jTFe3BCIm/uKGZtfj3lrSbevCSDgkajV+ZzTyYkBmFzuGeDGwwWblx1jJ/OnKvY/ny2gUU5kVR1VaRX5tXw/XW5/HK2oZegyo32w+WCqjYzxU1G5GIhZrsTf4WUcI0MiUjIDasOe71veloISxcOZv5Xh0gOUvF91w31ratP8OWV2Ryr0fP+njJaTTZyInU8OSWFHSXNPD89jeuGxRAfoEQiEnDP2ny+uHIwWwqaWH7Endl+cWowD09M4tP9FWw800BBk5EXZ6Rz/co8FmRFoJVJ+PxABXeOjiNAKaW0pZNwrRwBcM/afK7IDOeJn8702S779ZFqrsiK4IEfT2F1OCl45CIemZjIyz1uuAUCeGZqKukhml7vj9DKSQpS9TlvPzYhAH+FhI8PVPR5zMpaTBh6zJy7W8nFXu7qoRoZ3183lPJWE0arA4lISKRWxoT3e6c/ACw9WMkP1w/jw73lWBwuFnx1mFCNDIlQyMu/FhOglHDw3rE8PyOdzw9WcsOqPJ6flsZOfSvJwape8XMuF3yfX4fd6SIxUMmYhEAvsd+TV7cX88HcTC9TtKwILauuGYJGLuaBdSf55ui5BaZlR9yC8LXZGbSY7Hx3vNazuATuqvQblwzgpm+PeYlSiUjAV1dmE6GVU9hoZNyHBzFaHVjsDpwu+HR/BdtuGwW4W/8v/fwA09NCeH56GhKRkF2lzZS3mJCIBLSb7IRp5L3EPsD6U/VclBREm8nK0oWDeX5LIYVNRlRSEQEKCWkhaiRCYZ8+GOA2bJuUHERCYO8/f0FqGXePjWdeVjjtZjsKsZBgtQw/xYUXkH4PoVBAXICS6nYTtR0WTtR18OaOUq/Ejx0lzewpa+Hba4fy7OYCRsUFeP3+b+4o4ZurhyAAr66ZqanB3Dk6ngXLvLuLXt5WhFomYsvNI/nkQDnv7ynzdJC8tbOEH5bkuscNlFJPt0J5aydj393tJfbBnUDyzKYCMsI0ROnkuFzw/NZCKlpNZEVoqWw1c1bRgU4hcVfjXeCvlGB3ulh/qp6Z6aFsOtuITCzk6iHRfLK/nM0FTahlIq7PjSZAJSXaX864hED+urOUBoOFEbH+3Dsunuo2M8Ni/DHa7F7Rj90EKCUUN8PjP53p9VyrycZjG0/zyqx07E4XV2ZH8Oefz3K63oBQADPTQ3l4YhKROrnXmFVPavRm5n5xiIcnJPHstFT+tquURoN7ZGRJbgz3jI3neK2eslYTacFqYv0VfUa7+vDhw4cPH/9b+AS/jz8sFrvTEwfVF01GKwWNBr46XO0RB51WB2uO1/LVldnctvqEx2xMJRXx1zkDMdsdPD4phYtTghkZF0CkTo5GLiE+QNnL7E4mFnLrqFicLhehGhllLZ1eYh/cxlk9Z4ZNNgcP/niSldcM5esjVWwqaEQlFXFVdiRZETqWrDzatT1iLF0C8FR9B09enMr49/b0ajn96UwD6aFqrsqOJFgt82yjxe5k4bLDTE4OZtlV2cQFKHG5QCCEodF+jHp7F40GK9flRnP5oHBW5tVw2ecHmZYWwssz05GKhewtb6HDYvcYYxU1GQnsEq5igYAbVh1jXlY4t60+gUoqIlQjo6XT5mmFHxkXwIu/9r8gc7iyjfvHJxClkxOikfLIRclclxvD7rIWhAIYFRdAmEaGVt5bBIRr5fywJJdpH+/3yqtPD1XzyfwsLHZnv0kNAHUd/ZvKgTuOLOfNHV4u56uuHdLvrK/TBe0mG/H+CsRCAS2dNi9RZbQ6cLncreK3j4rl8oFhOF1wok5Pq8nGZwuyWLwiz2ub4wOU3D46jkc3nCLkAu3lDQYr9vNWr47V6Lly2RE+mZ/lJfa7+eVsIwuz25mRFszP5xk27iptIUQtY931w1hzvJbCZiODI7QsHhqNv0JCs9HKr0VNLF04mEajFY1MDLiw2JwoJG6Dt6PV7ThdbuO0bgd4mVjI/KwIpn28n2uGRLGjH5M0gC8PVfLe3ExKmo08OikJjUyMzeEiUCXllVnpfTqzd1PdbsbShwFkNxKRkNj/gRZtg8WK2e7knrX5vDIrwyP2hQKYkR7KgsERyMRCbE4nT09LwV8hJdpP4Tl/jVYHVy47zD1jE3h+RjodZjudNveCyheHKvtsN1dKRBQ2G/lkv/eCpN5s56lfCvj4ikz2VrRR2GQkK1xLp83RS+x3U9Bk5IEJidy55gR5NefMHm8fFcemsw2MSQhg1qf7OdDV9j80Wsf7l2cyJs6faemhPLL+FGuXDGPyh3u9rnmHq9qZlBzEJRmhVLSa+GBuJtV6MyabDa1MwpqKOt7eXUa0n4JHL0piUJjGy69DIhKSX9/R7/d5V2kLOrmE+8YlMPbd3Z6FXKcLfjxVT16Nnr9eOgCBAM9xN1rttHXa6LTZcTrd+/6h9aeYkBjIyzMzUElF2J0uVuXVcKiyjcUr8jzn1MAwDT9eP+yCvgQ+fPjw4cPHvxOf4Pfxh8VPIWZKSnCvNvRuRsUF4HLhmf/OidTx0MRENDIxnTY7n8zPQiwU4K+QYLQ5eHtnqSeje3JyEFPTQtAppOgUsOnmETy7uYCVx2qw2J1MSAzkwQmJSIQCGo02wjUyvjzUuwsg3l9BVoSW3Gg/koJU1HdY2F7cxCWfHWBeZjhPTUkhJ0rHA+tO8dyWQgBi/RVIRALPjWtedTun6jr6nS/9aF85h+4Zy+we7a7grhJvLmhkc0EjyxflMDMjBKPVQWlzpycrfmVeDWuuG8qeslYq20xsPN3Axi6Bdv/4BNafqvcaYzjTYOCjfeXcMDyWU/UdTE/L4oWthRgsjl6RVqEaab/xggAikQCHzUVGqIbWThsx/kr8FBJSQy4cjdhNeqiGPXeNpqjJSFmLieQgFbEBCiJ1CkpbOj0dEn0Rf4Gb9U6rnZd/LeoVaSb9nSxvnVzC0iuzsTudzEwP8Yo6m5URgn9XFVktk5AULCGvup37150iO1LLwxOT2HbbSH4rbqZOb2FiUhBqmYjrVuRhd7ouKPhFQoFX6kE3R6rb+zQz6+adXaV8eeVg8mp6f3/WnKhl/al67h4bzz3pIXxxqIoRf9uFExf5D05gV2kL33xf7Tm2kTo5H12RyRMbT/P89DQWfHXYy7lfIIC35gzwjN+oZSKq2nvnvnfTYrJxuKqNu86bt39tVjqXDQpH38e4QTdKqQihQIDJ6kAh/X2H9n8Gm91JXYeZNrOdDafrKWvpZHxiIP4KKZOTgzwLEhKRgKULszlQ0coda06gN9uJ0sl5Zloqp+oMfHRFJq9vL/ZU9LVyMZE6OfUdZrLCtXy0v4J3dpXy9aIcipqMXkI8SCVl9eJcbv7uWK/tk4mFDAzTYHe6W+Vj/BT8eKqOiD4q0xmhap6bnk5xk5EvD1UyNzOcZ6al8cq2QkbFBVDfYeHGEbHM+GS/1zXoUGU7497bw447RlHcZGRaaggf7CnzEvvdbC1s4rrcaL7Pr2NaWgihailSsZzJH+71fM9O1nXw85kGXp2VwS0jY1F3teELhQIu/M1zfwce33i6z2tNZZuJqjYzHWY7Vw9xj101d9qo77Bgc7qo05v5YUkuzUYrD60/7YkL7ebKnEiPJwJAfl0HN393nBVX53gtTPjw4cOHDx//W/yhBf+HH37Ipk2bKCkpQS6Xk52dzYMPPkhCQoLnNRaLhZdeeomNGzditVoZM2YMTz31FEFBQf+LW+7jX4FEJOLWkbF8vL8cg8VbDGvlYmamhxAfoGR2RijtZhv3jUvk5m+PMSsjlFaTjfWn6vn0iiweXn+K4vPE6pbCJv7801menZaKRi4mMUjFq7PSeWxSMp1WO1aHC73FhlYuJifKD5lE1FXpPMeTU1JIDlIiEQmZMzCUw5XtDArXcP/4BD7cW87yo9VE6GRsKWxid1ecYJBKynuXD0IhEeGvkNBqsjE+MZCCxv6j4gwWB3YXnhvk81FKhAwI0zD/y8PU6s08etG5LHiTzcHN3x7j7csGUdBo4LfiZvwVUuYMDGN/RSvv7i7z+iw/hYS8Gj1fHqrklVkZnKzrYNlVOdz1fb6nUikTC7l3bDxCgYA/TUrms4OVHvPAngyJ8uPSzw/ywq9FXD8smscmJZMYqOr1ugsRqXML/PGJ3o+Ha2TcPSa+Tyfz+8cnoJKKWXfS3cY+IExDmEaGqssnQG+2s/u8CvLQaB1Ol4s5A0L5oY90gEidHH+FhPlfHabeYOGrK7MpaenkdL0BlVTEn6ekes0RG612XthaSLhWxmWDwhn/3h4cThc5kToClBJ+PFXHk1NSSQhUsqesFZ1CglYu7lPozhkQ1m+sYrvpXBrC+RgsDoQCATePiOkz193qcJIYqOThDac9izmLciL59lgty897fXW7mUVfH+WT+Vk8tvE0K64ZwsGKVvaWt5IQoGRxbjTv7C71LCYdqWpneloI2/rxbZiYGMjQKB2vzEzn57ONBKmlPDg+keQgFSIhZEfqPI7+53NDbgzv7Snl9lHx/S4e1bSbKGsxUdBkJCFQSbSfnPgA73PP5nBS027CbHe6Ix1tDkLUMqQiAQWNBqrbzdzYI+ngo30VRGjlfL0om21FbgH/yMQkVhyt9kpKqGo3c/3KYzw3LY0P95bz8sx0lFIRVocLpUSERiYiSCVDKBTw6MQkluRGU9th4Ysrs2kyWjlc1eYZQyhtMfQyu5SLhWy4cTgCAewpa6HNZCctRM3QaD8yQtVe50O0n4JXZmVwzfKjXk70ComI9TcM45czDRyuaqdGb+5zwdFkc/DVoUompwQxNzOcq5cf7XN/A2w628iV2ZGEa6TU6C3cseZEr0U1gEc3nubSQWFe17NRcQH9fm5aiBqhgAt2feyvaCU+QElLp5UDFW3IJSIe3XCa47XnFlBi/RV8Oj+L61fmeUawNDIxQgG9tnNzQSONRqtP8Pvw4cOHj/8T/KEF/4EDB1i0aBGDBg3C4XDwxhtvcMMNN7BhwwaUSncF74UXXuC3337jrbfeQqPR8Oyzz3LnnXeyYsWK/+Wt9/GvICFQxY7bR3PfupP8VuwWDxclBfHAhESsdicRWjmXDgwjPVTDoq+PENc1sx6skiIXC1HLxb3Efjcrj9UwLyuCF7YW8MHcTNJC1DQYrRysbMPhcuKvkCEVCrE6HICE6emhPPCjO798epq7ouunlDLlw71ec/fv7C7jkysymTMwlOEx/pxtNJIeoiYuQIFGLuH+dacQCmH51Tl8eagSg8XBsBj/fvdBjL8CmUjIx1dkMvbdPZhsDuRiIQ9NTGR4jD92h4tGg4WZ6aG8sLUQrVyMQABioYCHJyQxIs6f6jYzg8K1XJwSzJGqdq5b4c4G74lOLiZAKaW63Ux1e53HKEsogG+uzqHBYMXmcLvHu1zw3bFa2s02np6ailQk5P51Jz3Vv7vHxPPLmQaP8PjsQCWXDghDJxMT9He6o18IuUTEfeMTsDldvLu7zDMf/9acDERCIZmvb/fcxIuFAl6ZlcHiXHfLukwsJFzrHo8YnxjIQxMSOVDRxg/5dczMCOWG4TE8vP60Z0xEKxfz3txB3LDqGDV6t1D4889neGhiEtuKmnjq4lSSzzM7azRYWZtfx2cL3Hnt3fvhSI+Z74c3nOLtywaxp6yVl34tZOnCwVz7zVEvkZsVruWGYdHM+9J7vrubCJ2831bo6WnB/HymkTHxAbxxSQYP/njKa2b/5hExGK3nOjdmpodw37hEpnzYt49Bm8ldNW012Zj5yX4mJATy8qx0lh+txuFwsezwuUWC/RVtPDE5hXCtjFq993iFSiri/vGJqKQibhsVx22j4mjutHK8Vs/q47UkBCoZGKZh3ZJhXLb0oNd3a0pKMOOTAlnw1WFyIv2I81cgO8/9vqjJyLSP93l1pCQFqVi9eChBSgnhOgU17SYKGo24gEc2nIu/FArgquxI7hufyCWfHey1b2v0Zp7ZXMDLM9N5bkshw2P9PZ075/Pab8VsuWUE0X6Kfs95lUxMgsxtoDj4jd9QSESEa2S0mmy0m+38dvuoXu955/KBNBosXL/qmJdIn50Ryj1j43l2aqpnHv7esfE8vP5Ur9g5k83BwmWHeW32ACJ1cpYe6j/vfntxCw9OSMRoddCH554HkVDAtLRgov2UCIQd/S5iOpwu8mv1Xot/ComIm4fH8NF+b18OkVDAe3MHoZSICVHLPN+/8wlRyxCLBLSa7BytbmdXWYuX2Ae32eQda07w+KRkbl9zAqEAXpudwXvnLXp201/HlQ8fPnz48PHv5g8t+D/99FOv/7/00kuMHDmSkydPkpubS0dHB6tXr+a1115j5MiRgHsBYMaMGeTl5TF48OD/ha328a9EJBQwOFLHlwsH09xpQ2+2Y7DaSQ5UEqaVo5KJUcnEVLaZeHlWOqfrDcT4yRkYrmXjmQavmLnzcThd2BxODlW2M/bdPey7ewyj3tnJg+OTGBimZdPZBqwOJ5cMCGNIlI4IrYzXZ2fwwI+nWJwbTU27iSc2nullzudwurjz+3y23DKS4zV6RsX789r2IspaTF6z5V8fruKNSwbgcrmFRH8mdY9flES4Vkasv4K8+8fxyf4KJicH88aOYp7dfE5sZISq+XzhYHaVtnDNkCimpYaw/Gg1z28995oIrZxNN49gQmKgV0t6sFrK99flcueaE57Hvjtei04uZnisP4u+PkJ5q4m5meGMiw/g3nUnz7XX7i0nJVjFt9cO4f09ZVw6MJyTdR1ePxdg3al6BkVo+Vf13oRq5Dw3LZU7RsfRZrKjlYuo0VuY8N4er9fZnS7uX3eSIVE6xiYE4q+Ucv+4RKyOQm4dGcvcLw555ne/OFRFoFLKLzcPd7dLu9zO8feszfeKoFPLxIxLCGB4jB9Wh5P6DgsRXa3ahU1G7A53zrxSKuqzBRqgpdPmGUc5XNVOdauJ764dSmlLJ7V6C+mhagIUEpYfre7TW2B6WjD+ConXnHg3QSopF6eGMOvT/biAH67LZeutIzlS1Y7V4WRGeii/nGngwa4FrCCVlJtHxlLaYrxgJnlpSydhGhkVrSa2lzRT3mbirztLWZIbQ5hG5nV+3732BJ8tGMwn+yv4Ib8Oh8vFxSnBvDgjnWitDD+VWwQXNxuZ9MFeKlrP/Q4ysZBfbhrOymuG0NJpo8loJdZfQX5dB4u+PoLD6WLD6XouHRjqJfgbDBbmfnGw1/hJUZORJSvyeGuOe9b7bKOR4mYjr28v8TquThdsLmzi4tTgfsdFthU1Y7Q6eH32AMpa+l5MBPcCicuFR+zrzTZsDhf+ComXW73N4eTd3e7owU6rw2uBcsOpeu4cHcc7PUTpkCg/hv11Z6+q9I+n6hkYpuHaodGcbTSw/Gg1CYEqr6jInjQarMT4yUkOVPLL2Ub6q92nBqvQmx3sr2hlXmY4nx7o2+B0UU4k4q7RkwusC7if7zGiUtlmYvx7u3l4YhLvzx3Eh3vLqe2wMDzaj4cvSiInUotUJOLxycle16dznwWTkoMIVko5WadnSLQfz/azCFPYZCQuQMmtI2K5aWQsL/1ayPbi3l0oCono/9vo0YcPHz58+PhX8YcW/OfT0eGeRdXpdADk5+djs9kYNepcFSQxMZGIiIh/WPA7HL7V/P8tuvf9hY5BhFZGhLZ3lczhcFDZbuHab/K8btzvGRvPwxMSidQp+v1MhUTkmY02dc34fzxvMD+daeDpTQWe131xqIpJyUF8sXAw1+VGMTEpiEajFalI2KuK1I3R6qC+w8LY+ABCNVKWLszmzd9K+PlsAwFKKQ+MT2BiUhBBSvdNpdPl4sN5mby6vZhfzjZ4cr0fnpjIxKQgpEKo77DgAu4cHc/jP53ml/PavE/VG7hnbT73j0tkdKw/mwobWX/Kuz29Rm/mog/28MOSXG4ZGUdlm4lwrYxBYVpsDofXDPGmggY+WzAYcFfHAK4fFsPsT/f3mqUtaDTy+YFKJicHc8eaE32KRrPNicXm+Jd+16QiAbF+cmL9oLbDypu/lfT72le2FZEVrkElFTEkSsurszK4bOmhXgZwzZ1Wblh1jCuzI3lhayGLh0bzxOQUrv76CGa7k9kZocwfHMGUD/d5Rhli/RV8tmAw24uaeHZLIc9OS2VotK5ff4OeKKUiluRGMzohkKJmI2EaGcdq9Ly5owSz3cFXV+VgsTv59ngtDqcLoQAuGxjO65dk4HC6+GR+Jt8eq+W7rufnDAjj6iFR3Pn9CU9Ff8GyI3y9KId395QhFgoYlxBIVY9q6ZLcaN7aUcKi7Khewr0nacFqvj5yrhosEXYvWLTx2KQk7ll70vNcWYuJB9ad5OtFOdwyIpZ2s4195a08+fNZnpicTIZIgM3h4vbVJ7zEPrhNKWd9doCvr8rhjjUn0MjF1OrNXiLXXyFBLhZ6nU/1HRZO1Pbt+XGkup12i51Wk50f8msZkxDodc3oRiER/q7pY6PRytlGA3MGhF3wdS5c1Lab2FfRxl93ltJpszNvUDhXZEUQpJLQYXEgFQn6Ndpbc6KOzxdkMTklmNe2FxOukbGtqKnPVnmAj/dXMDcznAfGJ7JwcGS/Y0DdGCwOvj5ZxVU5kWw8z5C0m0cvSubyrkWUH28YxqaCpl4LTAsHR2BzuBAKBDgcDhQSIemh6l7jCODuuInzV5BfpydCI+N4jZ4avYV7fzhJWojboDRAKUElFWGw2HljRyntJhvT0kI488hEKlo7eeqXAvaWtyISCnhjdgZNRisjYnQUNhuR/I4Xh8Fi5/HJScjFIjqtfS/q3D8ugVC19P/UfcHf83fSx/99fMfxj4HvOP5x+N8+ln/vz/2vEfxOp5MXXniBnJwcUlJSAGhqakIikaDVar1eGxgYSGNj3zOv/XHiRO/KgY9/L//MMVD5B/PQr7W9btz/urOUW0fGMj0thNxoHQcr23u99/ph0aw+fs7h/GyjgdkDQj2u9T3ZWtjE+lP1jA+w4DQaCQuJo+ACxmIARpuDNrMdQ1MtnR3t3JOl486hGQhcTkRWI4Z6E3qnE4PBgFgsJiokhsVDIrl1ZCwWuxOVVESCnwypy8rhahuv/VbMrtIWPl+QxYq83s7s4BbegSopeoudj/f1HVvXYLBS2tJJebOR8Qn++IkdtFecRRMSxYy0EM+Nv8Hi4GiXA7e/QkKkTs6RqrZe+eLdrMir4eohUf1WiCenBIHLRV5e3gX32z+LLDyxlxDpSVmrier6Rjqb6xCLxaCO9CQOnM+xGj1/uTgVvdnO27tKyatp54UZ6Tzx0xluGRnLnM+9273LW01M+3gfPywZhlQk5KN9Fbx7+UA6rQ78FJI+f45WLiYlSMmeO8fw9KazDH1rB06X+/G7x8Tz5ynJPLz+NNcsP8L1w2LYe9doHDY7SqkArUxCTbuJJqONUI3MHd92ywiO13awtbCROZ8f8FrIMNkcdFrtNBmtDIv2Y21+LdPTQvh4XwUmm4PMCC1/3VmKxe7knrHxPLaxd0RapE6OUirytOjHByip7Vo00MrFxPgrOHjvWM42GPj0QAV7y1r5YF4W0z/e30tAby1qYv/dY8BhZXNB39dqg8WBxe5EIKDXggDAZYPCqK6qprXlXMSdURvV52f13A91HRYEAgHVbX23h1e1mS9oLBntpyApUEVNu5lAlZQApaRPwT4hMRCVVMStq4/z46lzYvpQZTtv7y7jm6tzuHHVMZICldwzLoEglZRPerS0T08L4dqhUSxekYdULOTpi1MYGKblvT1l/W5bk9GKTCzkeI2eV7YX89mCwWhkYi+DRa1czMAwjXvRQACf7K8kVC3n0YuSeHlbkdci1fPTUzla3eZpz79x1THevXwQedXtbCpoRCMTs3hoNE1GKyFqKe2tLewsdpAR7sdz09K46usjvRbUnpySgsHqYMw7u/nT5CRyo/w8z51pMPDkL2e5bVQsQSopS1aeMyx8dXsxo+L8eWxSMreNiuO12RmIhAJUYhCY9JSeOUlmeBJFLaZeMZg9CVBKMba30tBczxvTE4jQSPnicDVWhxONTMwD4+JYkO7HqRO9zRL/L+C7V/lj4DuOfwx8x/GPw//1Y/lfI/iffvppCgsLWb58+f/I5w8aNAiR6H/G8dnHhXE4HJw4ceKfOgYlLSY2nu37xuyDveWMSwxk6cJsHl5/io1nGjyu/ktyo8mJ1HHjt+feOz09hKUH+25XBXh7dxlTbxhGklZGi8lGcauFUI2M+j6qgUKBeyb+mm+O8t21Q8lKiPM8V9th4XithPX59URo5czNTCFCK0MtFREVqKa50+YWfjIRYoGQQ9XtTP9kv+fGucPiuGAkXYPBQqRO3mtGXy4WMjEpCKVURJvJxtSMUIIUUsK1MogMAeC9uWpe2FrI0oNVWB1O3tldxsz0EO4dF8+G0w29xhd6YnU4CVRJewkMgOExfoRpZIRrFST+D43aVLWbGRyp9ZqT78mwaD9iI0KQRburspsL+zaU68bmPCcYdpa0cM/YBK4eEsmXh6rwV0iYmR6CXCJib1krx2v12BwuVh2rYc7AUL49Vou/QoK/QsJrszO46dtjvar9z01L41S9gZe3FXvluevNdp7bUsiTU9zxkZsKGvlwbzm3j4ojI0JLSYuJh386w/f5dbiAORmhPDY5GQGuXg7kPZGIhHyxcDAqqZj5Xx1mZ2krK67O4alfztJhthOkkrKnrJVLBoTxyMQk3t5d6pljHhKl47npadz63XHAfW4vu8r9vXr0oiQcTrhjzQkKGo0EqdwdLB/Ny+K7EzV9VstNNgevbi/mz5OTez3n9Tq7gzFx/qw75V19vntMvDv5ISmK2JhzIr+kxdRvcoT7OylBIRaikYqJ0PWdtW53ujhS1c78rHBWHavt9fzz09O4e+0JSltMTE5uZ/Xiocz+7ICX90J8gJInJifTYLB6if1uqtvNfHmoikHhWlYfr2XjmUbenDOAyclBbClsQiUVccfoOOZ8fpDkIBWvzsrgzR0lFDYZeG5aWr/7a0CYBrlExPFaPVNSgmk323h4YiJ//vkscrGQl2amE66Vs6+8lSCVFL+uuLu0EDUTkwK5Ljea3aUttHRayQjTUqs3e8wvu7f70s8PMjzGj5GxAQgF7pGXu9fmc/yB8eyptXPrdyf45ebhvLWzhLVLcll9vJaj1e1E6RQsGhLJjuJmyltNiIQCnttSxLbbRnoZNMrEQqamhnDp5wd7/X57ylrZVdLC/opWhkX78cCEBAIUEkALRNFutrOvoo3rcqP5aF95r/dPTwshXCsjKcgfotzXgTfm6Hh0UjImmwOVVEyYRopYKIDI4H738/8G/z9/J33838F3HP8Y+I7jH4f/7WPZ/fN/j/8Kwf/MM8+wfft2li1bRljYuRbKoKAgbDYber3eq8rf3NxMcPA/9sdaJBL5vrT/y/wzx8DicF6wbbrT6sBosbPsqhwaDBaajFbqOix8f6KOG88TYePiA9ha2NTvZ3VY7JisDkQiEcFqEYMjtTwzNZVbukRQT24bFce6k/Ucq9FztLqdxC5Tt4rWTqZ+tN+rI+HJX87y0bxMZqSHEqGTEyU9Nzta2mzkTz+f8aqSiYWCC1awwrVy2s02QtRSGrri+e4ZG8+ExCB+OtOA3mzDXymlyWCjvMVEpkvrcTCP8Vfy5iUDeeSiJDqtDtQyMRFaObEBSkqaOxka7dfv/smK0LqTAG4fxVs73OMLGpmY64fFMD4hkCidHM3/4FysRibh6pwolnVV63oiEQm4d1wCyh77NjFI1a849FdIerVN59fpmZ8VQVGTkVkZoaw5UUt1u5mrciL5c2AKd35/ghO1eiYlBzEqzp+fzjTy/p4yXp+dwbbb3PvkVH0HKcFqrh8Ww89n6pmSEuIl9nvy9q5S/nbZQDYVNHJVdiT1HRbUUhGj3t7tFce3Jr+O7SXNbLllJNE6OZV9JCaIhAKUUhHPbS7g/vEJtJnc7fV3fp/PTzcNQyURo7fYeXTDaR7dcJrLB4XzxcJsnC4XGpmYxEAlvxY2MT0thOQgFQmBKv6y6Syvzx7A8Vo9C5edMxVsMlp5bOMZTtTqGR3fv/v6r0VN/HlKcr+LZgDJQWpmDQjj8swIthU1oZK6ozp3lTaTGqJGLPa+XoRqZFyTE8WXfXTpXDs0mnazDZfLxdyscPJrO0gJVvVpLtdgsHDrqDjSQjR8vL+cWr2FnEgdL89KJztSy7iEAOxOF2qZGIvNwTeLhlDSbKSy3Ux6qBqJUEiwUsLrO0r7/f2/P1HHizPSWH3cvajw5M9nWXXtELYUNrFwcCSfH6jE4XTx+iUDuHr5EU8XgVwi6tO3AeClGekkBqp49KJkGgwWjla3Y3e4+GBuJuFaGa/9VszOkhav97x3+SAuGRCKRi7B6XShEAu5bmUej2w4zdzM8F7pJOA2Zdxf0UZ8gJIoP/fYlEgo4KEfT7vPNYmInSUtzC47wKyMUCYnB9NotHDTqmO0m+1MSQ32LFouPVjF5QPDPcdsQmIgP/czXgDw5eFK/jw5hbvW5nPdsGiC1ecWbgJUIqalhZAZoUUhFvLRfncHi0Qk4KrsKB69KJEgldTr74xKJCJe9p8zr++7V/lj4DuOfwx8x/GPw//1Y/mHFvwul4tnn32WzZs389VXXxEdHe31/MCBA5FIJOzdu5epU6cCUFJSQk1Njc+w778ErUzcb0stQIyfgq+OVPHXSwehU0gIUduw2J3MGRjGZYPCONtg4N09ZVw3NJpofyVTkoP7Ff2Tk4Nw9FCHcQEqpqYK2HTzCJ7eVMCx2nZi/ZXcMSoOh8tFnd7CmutyUUqE1LSb8FdIeX5LYZ9zw7esPs62W0ciFEBYjyxto9XRK45qbX4d1w6N8mr/7WZIlA6ZWMDgiACeujiVO9ac4M7RcUhEQi5beq5itiKvhvRQNa/MyuCdXaU8PimZwC4TNYVU1CvCLFKn4JlpqehNdsYlBLDjPNEgEMBjk5KRiQR8fbiKIdE6JiYFMSzGD4kQNDIpoX14MPwrCVBJiQtQsuKaHB7dcNoj5JKCVLw/dxDJ50UChqql3DU63pMd35PHJyXzyX7vCmGIWoZSImRPWavX2MeWwiYSApV8tmAwXxyspL7DQnKQiryadlpNNh5af5onJifx6EVJCHBXmY/VtGOyOam+QFZ9q8mGVibmtdkZKCUi1p6oJUgt8xL73bR02lh2pIpP5g9m2if7ei1iPDA+gZVHa9hf0UZ9h5WpqcHMSAshQqfA4XSbEF4zJIptRU38craRNSdqWXOiFoHALQhX5lWzt7yVKJ2CX4uaPPv2wQl2jyP8+Sw/WsPNI+IQCuhzDCRQKUUnk/DarAyu+aa3Zdy8zHAitDKe21zH4ep2hkbpqNFb+OxABU9dnEJCoNLz2iajhWajDZvDyV+mpuCnkPDRvnLMdicKidsjYXisP1cucxv+xQUoWH1tLh/MzeSBH095Fl0EXS7987MiKG3uZEpKEPMyw5GJhejkEkI07nM4QOm9rS7A4XTSbrKjN9uZlR6CuJ+4xHPv8X6uw2LHTy7h7CMTcblg2if7GJcQyM6SZq/r271r8/lswWBe3V7E5gL3tSpCK+f1SzIY07XAolNI0CkkKCRCCpuM7CtvISFI1UvsA9y+5gQj4/yJ0Mj5+mg1hU0GIrUKnC531N5HV2Tx9ZHesY4Ad46Ow+F08czUVMBFc6fb20QjEzM+MZDfiptZm1/n9Z6sCC1FPRZZGo0W3rlsEJdnhvPzmQb0Fnu/ozYArZ02VDIxDqeLkuZO0kI0Xs9H+SlQSIRcMzSKa4ZGYbE7EQrc3xG1TOy5zvnw4cOHDx//KfyhBf/TTz/N+vXree+991CpVJ65fI1Gg1wuR6PRMHfuXF566SV0Oh1qtZrnnnuO7Oxsn+D/LyFSK+eZqanc+X1+r+empART1tLJgqwIyls7ESKgrsPEDauOUdrlrp0TqeOHJbkkBarQKiRcOiiMD/aVUdbiLcR0cjELsiI9rurdxPgrESDgxuHRyCVxlLV08uOpOu4ak8CKozUep/qEQCVrFuf2WXkEd5V5W7Hb/Xt6D8EvEgp65ax/faSKpQuzsTtdLDtchb3rucnJQXx4RRZROjkSkZArMsUYLXbSQtVc8lnv9tjT9QZ+PFlPo8FCdbvld2+Eo/2UGBQ2Pl8wmM8PVvLu7jJaTTZGxPrz6EVJaKQivj1ey8f7K5iRFsILM9JJDlIh/h0TLYfDialLmIkulPv1dxAXoEQuFrLi6iF0WOxIREKCuxYCzv9srVzC45OTGRSu4bkthVS0mRgQquG+8QmcqOnwypCXiATE+Cmo7bD26fFQ0tzJupN13DM2nqkfu4VatJ+CYLWUL6/M5smfz3L/OrcjvkAA8zMjeHJKMifq+nZQ7/6ZwWoZf/r5DCdqO3jn8oF8ur//kZOthU1cOySKbbeN4tVtRRyr0RPrr+SG4TGUthhZ1mW2V91u5o5RcTy4/pRHuI+I9ePjeVksXZhNZZuJLQWNqCUCpqaHkVfTzhddsW3nV8P1Zlu/KQTgNokMVvddwX9gfALBGhkzM0JYuySXh7u2J0DpbjO/flgM4Vo5ny0cTFlLJxtO16ORiXlrzgAitHJ0Xd0ip+o7WLIij4OVbQBE6eRdppSxGCx2qvVmVhytYcmKo56Fh7IWE/eszefDKzJ5f+5AQIDV4SRYJSNMKwMXJAaqkIqEHpF/IWL8lcT4K7lkYDg2h5MNp+q5dfVx/nrpQJYf7VssXzowjE3n+ReIhQKSg9W0dVqJ1CrIDNf0WvCrajcz/6vD3Dg8hnvHJqCRiSlsMgIupOddn8I1MhYMCKTTFcq0j/f3u/2fH6jkxuExPPXLWawOp7sV/0Qt7WY7J+s6uGl4DB/3WGCUioR8edVgcMGH+8ox2Zxo5WJ+uXkE5S2drD9VzyszM7ht9XGvEZv0UDUvz8zgupVHuWxgGJdnhpMcpOKH/Dpe3V7M6Dh/np2WyvHajn59SiYkBXGkqg1wRzz2RaBKhlYuoUZvxmBxoJQIGRSuRSn9Q98y+fDhw4ePPyh/6L9e33zzDQDXXHON1+Mvvvgil19+OQCPP/44QqGQu+++G6vVypgxY3jqqaf+7dvq438HkUjIgsERiIQCnt1cSI3ejFIq4pohUVyXG83hyjauXZFHSXMnEVo5d4yO4/7xCdzVtUBwpLqdiz7Yy9H7xqNVSFBJRKy4egifH6jgm7warHYnszJCuXlkLGIBNBmsbDxdQoROztAoPyK1ciK0MspaTR5n/x+uz+Xab456CaGS5k4Kmgy9DKx60m6ysya/lmEx/gSqpIB7oWF2eihre8zROl2wZGUeS3KjOXr/eMx2B2qpmBC1FH+l1PM6iUhIkFrKrtLeVb1ulh+t4t3LM9l4pp7MCG2/r+tGLZOglkl4ckoKNw6P6aqeCdDIRPgrJCQHq7hreDjhgTr8FNILfpbZ5qC0pZOP91VwvFbP0Ggd1w+LIc5fgVT8+21VNoeTGr2ZDosdhVhEiEaKRiYhTCv36pIAaO20Ut5q4qvDVbR22rgiK5yMUA0x/gpuGB7LjPRQ7F0xjbevPuElxERCAcuuzCFIKaHOYCVQKe2zyr4qr4a7RsdzSUYYG87Us/yqHDLDtTyw7qRXNJrL5XZ5r9ZbGBCmJkgl7VM0zx0UzucHKjBYHPgrJIyOC+C7PmbKu/HrivALUknJjfZjUnIwDQYLT/58hqr2c+Z6k5KDmP7JfhxOF+FaGX+bM5DEYBVmhxO92UZGqJrsCA01NTVEBChYeqj/RQax8MKLOWqZiDtHxfHnX856PT4vM5wpKcFd2y1lRloIudF+WOxOxEIB4RoZoq6FohC1jBC1jGEx/r0+v6ylk3Hv7vaqgFe1mxny1k523D4KoVDA5UsPeb0nSCVlUU4ksf5KZCIh6TF9jx3o/snxkxq9mcUr8uiw2GnosDAjLZiNZ7yFfbhWxrzMCC757IDnsQDluQ4CP6WUP01J5puu43k+bSYbr20vZkdJM5OTg3lhayFysZBTDwcQd177gbm5FodfVJ/nbDfNnVZ+OOnuHHp3dxlP/eIeL3h9ezHPbC7g8UnJ/HTTcDaersdgsXPH6Hj+8ksB60+fSwHZV95KfICSjTcOY8Cr23lhehp/u3QAeosDo9WOSCigpt3MXd+f4MN5mWw41cCt3x3HaHUwNj6AzxZk8dbOUsa9t4ddd44hOUjVtZBxDolIwJ2j47h6+VF0crFnnKAvJCIhsf7Kfp/34cOHDx8+/lP4Qwv+s2fP/u5rZDIZTz31lE/k/xM0GS3UdVgobuokWC0lxk9xwRuo/6sEqmRckRlOUpCKNpMNe1er5y9nGvhLj3i9Gr2ZJ346w80jYrl5RKzH1ElvtrPuZB23jYr1COasCC2j4wMRCOBgRSs6uYS71hznQA+3f4VExPobhjEmLoDrh8Ww9kQdAgHk13b0KeAKGowMjdZxqI/EAIDhsX68sb3EU7GvbTfT0mnjuelp7K9s9bijA+62ZH8FUTp5v8JEb7bz3bFad8WyHzqtDmRiIY5+Yr76QywSEtPHzXS4RkZ98Wk04YP7fW99hxmTzcGpeoOX2/2vRU28taOUX24ewbiEAK+s7vNpNLhbu1/YWkSHxe6JqntjzgCizzuHWzutvLWzhGc3n8vmXnqoksERWj6dP5hgtZRInZyarti3dy4fRGGjgV+LmvFXiBkcqeO9PWVsPN3A4AgtyxZlc/XXR3sJKKvDSX6dHpFQwN8uHYREJGBAqKZXDvrrszMwWB1c9fURQtRSPl84mOtX5tFoOPd5o+L8eXBCIhVtJpKCVET5yVFKRNw+KrbP3HCAO0bF8dr2YqRiIeMSArl/3cler1mUE8l7e8pwOF2khaj47tpcXthayHfHa7E6nAwI0/Dc9DTSQ9Q8t6MRpayFK7MjeXFrUZ8/s8Fg6XPEA9yLC1aHiwaDhS23jmRncTNmu5PLB4URH6AkSC2jut3Eocp2vjhUiUoq4paRsaQGqz1iv1Zv5myDgV+LGkkMVDMmPqArlcD9p29LQWO/4zzPbing7rEJXo/dODyGi1OD+WhvOauP17LhVB1PTU1lUJj2nxb451PTbvaYVj60/jTrrs9lXmYEnx6oxGi1M2dgGMOi/bh19XG0cjFDovxwuFzcNzae8B7dBEOj/DhS1UZikJo1J/pe6Fk8NJo3fisGwGx3Ut1uJi5AicPpolZvxmCxIw+JYcuZRsbEB3h1rfTkoqQgfsiv46mLU5iYFARAh9nO5YPCuGN0PAPD1ETo5ExNdZt7bi1s9BL73ZS2dPLx/gremD2Ae9edJDFQyXW50QyO0OInl/Du7jIenZTEn3464xWfuLO0hZmfHmDzLSNY+NVhfi1sZNMtI3hxaxFfHqrEbHcyLiGQByYk8MZvJRitdtYtGUbsf+DfKx8+fPjw4eMf5Q8t+H38z1HdbuaGlUfZVHBuXj1cK+OnG4czKFx7QbH1f5EAlYxhMX40dFipbDMxKFzL8L/u7PO1nx6o4IcluR7B/9hFScQHKlmyMo8mo41LB4ZycWoIuFzoLXbGxPnzwtYiL7EPbqfxWZ8e4ORDE4gLULL+xmFUt5l5eVvf4ujDfeW8NWcAV3x5qNdM88hYf5qNVi5KDsTpcnGoso1Gg4Wqtk5GxQWyenEuO0ua2V7cTIhaxq0jY0kJVl1QpAgEcKqhg/mDI/jsQN9V2snJwRyoaOXqnAvHmf0rMFrtHKho467vT/DE5BTu+v5Erxlnq8PJoq+PsP+eMUTq+r6ZtzmcfHe8hnd3l3mEldMFq0/UUtnWyQ/XDye0h3AqazV5if1u8mr0LDtSRWaYBqVMzP3rTlLdbkYogI03DkckEPDd8Vr+9PNZr/c8sfEMj01K4sEfT3l93mUDw9hW1MRXh6v46nAVf7t0AEFq78WWuZnh1BssvLLNLdKajFYeXn+KNy4ZgEIsosVkJT1ETaBKyu3fHWd7DyEdoJSw5rpc7h+XwBs7Srw+94qscEI1Ul6ZncHzWwrJjfbr05BudFwAD613b/fShdnM+/IQZxrOLUicrOvg8qUHWbdkGCq5mA/3lpMarGZKShCbC5oI69qvdR0WZGIhI+P8mZAUyMT39lKjP2cWKBML+XyBezFl2ZFq3t9bzuBILR/OzSS7K4atut3EpZ8f5HDVue/V10equS43mpdnpmOxO7ly2WGuyIogM0JHfm0HHRY7o+L8SQxUolNI2VrUv8nmrtIW3rhkoOf/E5MCyQzXMv/LcwaDVe1mthbt4dP5WSzKify7Okt+j57ntNXhZNrH+3lxRhqvzE6nqNGIyeYgQCnh/csHYbI52VrUiFYmRiEVUdxsJLVrJj1QJeWO0fE0Gqz8aXIyz23xPoevzI7E7nBS3NzpeUwocC+GLT9azfNbCmkyWnnzkgF8dbiKpy5OZUdJS6/vXGKgkgFhGkRCATM+PeAZvwjVyHhpZjpfH6nitdkZaLqM7RxOZ58O+N18c7SaH68fBkBxcyd/7vr+BCqlPDAhgTC1zCP2RUIBs9JDmdvlk3C23sCzU9NYnlfNlTmRvDVnAI9MTMTqcFLVZubbYzVMSArk7csGkhCo/N1xIR8+fPjw4eOPgE/w+/iHMVntPLPprJfYB6jVW5jy0T4O3TuuV5X0PwGNTIJGJiExSMXhqrZesXTdOJwuWjptSEVCbh0Zi9Hq8IqA2lzQSLhWxo47RpMd6UdZS2e/s/cmm4M9ZS2Ea2RE6hRE6hQkBan6fG1lm4lNZxrZecdoHl5/mj3lLfjJJSweGs3YhADuWZvP+huHM/yvO6lqNxOpk7F6cS4j39mFweIgJ1JHVoSWDoud3WXNJPfzc7oJVkuZlR6Kxe4kN9rPM+PcjUws5O6x8fx4sv7f0tlxrEbP5A/34nK5IwL7q8zW6M00Gqx9Cn6DxU51uxmFRMRfpqaSEqziy4NVfHLAPV98oLKdqjaTl+D/4gJRi18fqeLqm0Yw5M0dgHu7vrwqG6VUxCvb+164OVLdzl+mpno95qeQ8NikZPJrOwhQSZmeGsKu0hYidN6CZOHgSBav8DaoO11v4JrlR9HIxHx/3VC+PlJNm8nmJfbBbTp2+dKDrLt+GJO64ttcLhcTkoI4XqOn0Wjj+pVH+WBuFm/tKOaFGemcqutg3ak6xEL3uT4mPoAIrRyFRESN3uwl9rtxueAvm87yzuWD+HBvOY9tPMP6G4bx/PR0jlS143S5GBCmIUwrI85PSb3BzJrrhnKyroOj1e2khKjJidTx+MYz6M02nro4hVe3F/PYRckkdhknOp0ulh+p9hL73Sw9WMndY+P55kgVD0xI4tVtRewtPzfHLhcL+f66XCYmBZIequ7v0BKpU6CTi1g4OIIVeTXcMjKOW3rEcPbk7rX5jIzzZ+PpBsRCATPSQwhRu+fA/1Gi/BTIxULMPcZ3Htt4Bo1MzFXZEdw2ym2i+fhPZ7wq7i9vK+buMfHcOy7B05avlUvQyiXcNiqO+VkRbC1sornTSm6MH/vL27i3RxeHv0LiXkjYU+bV2XS4qp30EA0f7C1n5TVDePnXIg5WtiEVCZmbGc594xJwuZzcsOqY12JAfYeFG1bmsfmWkV5jBS7A2f9kEk4XWOxOVFKR1zW4udNKqFrKj6fqu343MV9dlc3u0hbONnYQqXV/34dG+yEUupAKhcgkIuK7zpnUEA2TUv5vReX58OHDhw8f/w58gt/HP0ydweIx4TqfRoOVggbDf6Tg74n8dyp1KqkIBC4mpwR7zdF2U6t3zz5/NC8Lq8N5wdn7kuZOylo7PZW563Kjee234j7j3kbG+zMyLoAvr8ymoq2TilYT3x2vpdVkZeONw7niy8OeeesXpqdz99p8Tz71kep2jwHWmhO1TE8LJaCP+d5uZGIRD05IZM5nB3ny4hQOVrbxxaFK2s12LkoK4t5xCbicTp6emtrnnPC/kmajlQd/PInL5e48cFwoS5G+n281WVl6sJKHfjzl6ZAQCuDJKSm8NWcA9/7gFj+nGwwM6REfeKHZ5Q6LA4fTxZwBYfxwso5npqXy3u4y7h2X0O97AARAZriGNrOdi5ODuW98AqnBKtJDNVwxOILiZiNP/nKWv146kIxQtaet3+lyebLte2+LnfJWE9PTQpj7xaE+X9PSaaOl08qJWj1WhxONTIzR6iBcK6ei1YTe7ODBH0/x7PRU5n1xiNxoPyYnBzNnQCjDY92z6o9PSmbNiVp+vUAE5eGqdqRd1dPbR8Wxu6yF57YUegShSCjg5ZnpXDYwjC8OVZEdqSNAKWV6Wig/nqqlxWglLkDBl4eaGRHrz767xxChlXs6hxoMFj7Y23+VuNFgpbbDwsbT9V5iH9yt63M+P8ixB8Zz7ZAont1c2KtqPTcznMcnJVPYaOSpi1OJC1AiEQpoN9v7/HlGq4MGgxWXy0VysIYf8utRSkVMSAwkUif/h4R/mEbGm3MGcNtq71xdg9XOtLRQonRy3ttT3md7/d92lTI3M5y4ACU2h4MavYXWThsNBgvfHK32+GZctvSQp7sF3MfjjTkDaDLaeLmre6Sbb4/XsHZJLpd9fpD8Wj03jYjloYmJOF3wW1ETNoeTd3eX9Zko4HTBF4cqGdHDP0EsFLI4N5rV/YwZXDowDKGAXtGY0X4KRsQGUNTk7kh4Y/YAjla1kxPlx7u7SzldbyAxUIlCKmJEbMD/t4GnDx8+fPjw8UfBJ/h9/MOYbc5+M9wByvvId/5PI1gtZUCYhpN1Hb2eC9PI0Fvs5ET6sau075lWgG+P1fLEpBSUUiGLciJYfrSmTxE/Ki6AkuZOQjVy/BQSYvwVfLMoh2u/yfPazzeNiGFa1wxsfKCScK2MxEAVE5OCkIkFfHO0hpdmpmNzOjFaHeRE6ThQ0dbntjldsLu0hfTQc5FUHRYbte1myttMOF3uBAM/pYSNNw5jT3krMrGQz+YPJj5QiUIsRC0Te5n8/U9itDrYV+7+XVwuEAncufB9iV8/hYTgPhYgTtcZeGCddxu90wV/2VTATzcOJzFQSXFzJ5E6b8O+hYMj+40Vm5ISxBeHKrlpRAxbChtJDFSxvbiZF2ek9xsn172NSxdmAy5CNTLCNHKvMZjS5k7sThd/2XSW1YtzeWDdSQ5WtvVKeTgfrVyC1eH0+Dj0xel6A58dqPRq5b5jdBx+XeMdNXozfl0C9XBVG1NTg0ns0Q0yJj7APWdu7Vv8urdDjMvlIkApYWScPwu+Ouz1vMPp4qVfi7g4JZh95a08u6UAl8ttMnnP2AQkIiHzsyL46nAVtXpLL8M9p8vdHdMfAmBmeig3rOq7Im91ONl4ph4/uYSj943jog/2enwz7h+fQIhaxhMbT3Pb6Dh+LWwkM1zb67w4nxajleRgNY9tPMXxGvd1Q9C1oHTn6HiPkebvIZeIWDA4goFhGp7dXEBhUydZERr+NDmFlGA11e0mvriAEeJnByoYEKrhb7tLeeO3YgwWB1KRkKtyIpGKhby5o4SV1wzhl7MNnK43kBCoZFZGKB/sLef2UXGe/dqd7mGxO3lmUwErrx3Cq78W89QvZxEIYFpqCPeMjae63cyp+nPXyVh/BbeNiiMxUIVA4B7/6rTZUfRwxB8UpmF8QiC/lXhfPyO0cuYOCsdPIWXd9cP4285SOix2pqQEkxWh5c41x3l+RjqfHawkTCvDYLWzsMe51WS0sr8ij6enpnLt0Ehi/S/cxeTDhw8fPnz8N+AT/D7+YVRSEX4KSb9Zxxmhmj4f/08iRC3j66tymPTBXq8Kr0oqYsU1Q2gyWHh1Vjq/nG3s9zPsTrfh2HNbChke48eGG4bz7OYCr4pjTqSOgkYDy45U8dVV2fgpJKikYi4ZEMaphydwvEaPwWpnSJQfYRqZl8CWS0SeVvqzDQZ+PFXP1q6qa6hGxssz07lrTDxv95ETD94VtBajlUNVbRisDg5UtKKUiMiN9qOoycCgCB1zMyO4bKAL4d9RNbPYHdTqLbR0WlFIRASrpL1m0f9RREL3DHp3G/9nByr48+RkHtvYO8P93csHEnGey36n1c7rvxX3em03r/9WzNNTU7l/3cleIxXZkVoywzUcr/Ve/JGLhdw6Mo4FXx1GIhRyRVY4+V0LRM2dFuZnRfQZDXZRUhBnGw0sGByBSiqmw+KOplNLxR5R1C3sGw1WrvjiIBtvGkF1u4lglZQxcQHsKuttchepk2O1O3Diva/OJyFQRY3eO+bu3d1lrF2Si1QkxOpwEqiS8sn8LEbHBRChk3nmrwGC1TIWDYmkut3Cn3460+eixo3DY9ha2MTcQeF9xhACvDgjjflfHfYaC2g323lmcwEvTE+j0WAhI1RDmEaG3eGkyWjF4XShkAgJVEm4bFAY7+/pu8qvkYuxOZ39dkOAuwtnZV4NSw9WsveuMZS0dGJzOJF1ieIrsiKY/+VhT3fO5wsHE6rpOyIwUClFKBBw1/f5PDklmZu+PQ64F6ee3lRAbrQ7kSNMK/caF+kPP4WU0fGBrLx2KCabA7VUhLrrGAgF/XcagLuL4+ezDTzToy3f6nCy9GAlkToZyUEqZn26n0nJwcT6K6hoc3sh2J0uXpiexvtzBxGmkdNpc6CTi9l0tpF395Rxy7fH2XTLCM9xEAkEBKskaGViEgJV5NXomZAYyN1jE3h601mO1egBt7/I+IQA/BVSz/UjNkDJR1dksuF0Pd8craHT5mBGWggTk4JQSUUkBCiRigQkBCgQCYVsPF3PU11JDU4XvHnJAJQSkdfoQU9e2FrI5YPCf3c/+/Dhw4cPH/8N+AS/j3+YCK2cJyYl8dD6072eGxSuIS7gP7udv5vMCC277xrNloJGjtd2kBioJD1Uzb6yFpYMiyZYLUcmFvUyw+rmoqQgfj7bwK9FTW4H+Z2lrLg6h/vXnaSyzcxV2ZHMywrnqq+PoDfbWZVXw0MTkhAKBcglIhICVSQE/n6FqqrNxNSP91HReq6zor7DwnUr8vh8wWDSQtR9zlqPijsXJ1bbYeatnaX8fKbB6zVPT00lTCtHKxMT/HeI9iaDlY/3l/P81kKP2MqN9mPZVdkkB/c/L/17hKll3DIilhd/dc/FbzjdQEKgiuWLcvhwXzlFTUbSQtT8aXIKSX2YcbWbbVS29995UqM3kxioYtPNI4k6r5IboVOwenEuf91ZwvKj1RgsDqakBHHH6Hie3VxAh8VOZbuJULWUAKVblH26v5L7xiUgEAhYdawGh9OFQACzM0K5Y1Q8zZ1W7E4Xu0qbeXFrEWWtnQyL9uPBCYkkBqqI8VeglokwWBzUG6w8uuE0S3KjeXTDMV6/ZAB3rDlBSY8KfaBSyldXZhOqkdFmsvHEpGQeOM8UEGBotI6adlOf1fGdJc0MjdZxpsFAg8FCUqCKlGCVp/PAbHNQ22Gh0+oWoNE6GcuuyuGab456tXOPivVn8dBohr61g4cmJPXyfgB3JV8hEfV5XgK8tdNdhU4OcjvG/9AVK2m2OWk0WsiJ9OOBcYn8fKaB0hbv4zooXEOMnxy1VOTp2uiLrAgtnx2ooKXTRkmzkSmpIejNNq744hD3jEvwSoAA+OuOEt64ZADXrTiKrUcqhUgo4K1LB2BzOqlsMxHQR9fLX3eWkhqsYm95K6sX5xLj775GNhksVOvNHK1uJ1glY2CYhgitHEnXgo9OLkF33jhAmEbGpOQgVvaTMz83M5xXt/e9uPXC1iKOPzCetfn1bO6KjkwMVHJFVgQTEwNwuuC17cWefSYQuDtcPp2fxZ9/OkNetZ5rvznnIZEQqOTDeZlcOzSKjafreeSiJOZ8dtBrMXFveStj393D0fvHeV3PkoJUXJEVQU6UH3V6MyKhgORgFTE6BU5cnKjrYFtxc6+UijvXnGDplYNpNFj7XXS22J3UdZiJ9vvHxil8+PDhw4ePPyI+we/jH0YsEnLt0GgsdhcvbSvEYHEgEMD01BDe7aoO/VFICVYTqJAyPc2GwWpHKREzITHIE+sV66/g8kHhvWKvFBIR949P4LoVeZ7HTDYHD68/zTdXD6G0pZOzjQYKGo3ozXYGhmlo6bTSZLR6srT/XvJq2rHanbwyK52UYDUWuxOpSMh3x2t46dcibh0Vy30/eEes3TEqjsAuYWIw29lwuqGX2Ad46pezjIrzx2Cx/67gN5ht5NW08eWhKq/K6sHKNiZ9sJc9d435p839BAIBU1KC2V/Rxq9dzupv7ypl9fFavrhyMG0mG3vKWqnWm1hzopbnpqWi6XGj73TCiBj/fiMNh0T5Ea6VEe2n6DNhwl8pQSYW8srMDOQSIfvKW1m47DD6rkrrsGg/VuTVcHFqCMlBKoZG+6GRi7lzdBxPTkmhpt2Ew+V2sS9pMTIlJZivD1dx5/f5np9xut7A10eq2XTLCEbH+vP1VTlctvQgTpfbCLLBYOGRi5KI9VPw843DqWgzcaK2g4RAJWkhakJUUjqsDr44VEmoRs4z01J587cSWk02REIB8zLDWZQTxaKvj/S5DxxOd/X41VkZ5ERqidCe2xc1ejMvbi3kk/0VHkO1e8cmcPvoOPIfnMD24iYaDVYmJAUSopLxt90laGRiatpN5Eb7kddV7e0m2k/RKwGgJw0GKyqpmEcmJrG3rJXUUA03rMyjrkd1PTtCy+ZbRvL2rlKWH61GLhZx84gYFg+NJlyrwE8h5aWZ6Vzx5eFenz8wTIPF5vR0QazMq2FKagidNgcqmZh95a29ZtLzavR8eaiS9TcMY8PpBk7U6kkKVHHpoHDe213KtUOjCVK5IxrXXJeLzeHEbHfy0d5y6jrMjIz153BVO3evPcGXV2ZjsDi46dtj/NTje6eSilh3/TBGx/n3cvx3uVwIBAI0cgl/npLCj6fqe3UwJAQqGR7j76mun4/LBcdrO3hueioNHRbiApTU6M38dKaRxCA1Uz/e59XB4HK5XfND1TJWLx7K0fM+VyoSojfbidLJ2X/PGF7+tbjPca8Oi51lh6t5YnKyZ7ZeIBB4jErPp6rNxHNbCrh1ZBx3r833ei6vRs/Vy47y6YKsPn/HntsuFvpc+H348OHDhw+f4PfxTxGslvHghASuyolEb7ahkIgIUcv+ZVnU/5cIVEsJVPc9fxuslvHOZQOZlRHCmztKaOm0MSkpiKtyonjqlzOeueBuzjYaqGo3e2aa1y7J5btrh1La0snmgkbu/P4Ed4yOIzlIhdPlvsn3V0o9Cwx9cbKug88XDubRDac9N/rdCQJ3jI5jYlIgi7IjOVDZRphWxm0j4xgR60d0d5Wx08LHF4jJWpVXw+OTk/t9vlZvZn9FKx/sKcfhcnnmwe9Yc8JjDFbVbuZkfcc/LfiFQgHBailvXJJBSUsnx2v0+CkkpIeqeWdXmacCvOKaIXy8r5y7xsR7BL/V7uRso4Ebhsfw6YHKXtVtqUjIzSNiCVHL+o2TDFBKuXRgOGPf3d3rOX+FhMsHhTMjPYR2k40P5mXy0I+neOKnM0hEAuYNCueaodEsXnGURoP7fJiYGMjVQyJ5eGIil2eGI+r6uduKmrjtuxP8ettIJicHc+LBCXx2oIKT9QYuyQhheIw/Wwob2Xy2iUFhGq4eEkmgSkqgyr0YY7KbuX1UHEKBAIkIrsqOpLjZSIfFgdnq4ON9ZV5mbT2ZmhbMldkRJAerPfP8AK2dVu5bm8+3x88tahmtDp7fWki7xcY9Y+JZkBWJX1d3Q027mbHxAczPiqDRYCVELePLw1VexpVNRusFZ+IVEhEykYBGsxM/pYSbvz3mJfYBjtbouWftST6aN4gHJyQiFAgIUcs8glIhETEpOZhV1wzhofWnKG81IREJuGxgONcOjeLq5ecq1cquUQqNVExOpI7y1r67QX4528jWwia23DISm8NJjd7MR3vLGRsfwJAoHXvuGkVxswmH00VRk5HVx2u4dmg0AQoJm7oq6j+eqqfRYGFLQRNWu4NHL0oiPVRDW6eV5UermfHJfk49NIH4QBXNRislzUY+O1BBu9nOopwosiN1pASp2HfXGB7feJqNZxqQioQsHhrNwxcl9usb0XPfLvjqEDtuH82SlXmcaTAQrJYyMyOkz3EFcEeRjk8MIFQjQyiA9FANNwyLwU8u4omfznCmwcBfLx3A/orWPt8PsKWwkXvGxffqWOgLF+5UDkuWk9tHxfHB3jLP76WWiXhiSjJKqYgYf4VXZ1M3AUoJwWqp57j68OHDhw8f/834BL8PDw6Hk2q9GYPVgUIiIlQtRSnt/xSRikWe+Kd/+Gc5XdTozTR0WHACIWqpu5X135yLbLE7qGh1V4VP1RuYmBTExKRAYv3//t8rTCtnweAIFGIRjUZ3Dvrszw54xWr1pGflsKylk5/ONHi8ACQiAQPCNAgQUNxsRCwSEtFlztffvp6UHMxlSw9S3X4ux9zqcPK3XaX85eIUApUSXp2dQYfFjkQkQCQU8tPpekpaypmUHExCgJJGY/9O9I1GK4p+zOLKWjq5fmUe24vPmW9tLWzi+mHRbLp5BE/9cpatRU04nC6OVrUztct0sC9q9Wb0ZjvykBhMNidq0bmb9foOC7d9d4LnZqRhsTtpN9uo1psRAPOywtle3OQxGTPbnTQbrZ5ZfKPVjs3pYl9ZK+uW5PLg+lOehZEBYRqem5ZGuEaGXHJhcZAZoWHtdbnc8f0Jz74eGq3j8wXZJAQqEQgEHKxoZdx7uzzixOZw8U1eDQer2nn70oHc88NJmoxW9pS38s7lg4j2U/Lnn86yt7yFYJWMW0fGsvKaHFo6rYRr5aSHanh5ZgZWh5PSlk5Gv73b4ynxw8k6nv+1kPfnZjI5OZBNZ5vYV97C1LRQ/LvMH2P8FEhFQhYuO8ypegPLF+Wwvbill+hflBPJoDAtEX2I8Eaj1Uvs9+TDveXcMCyGd3ad4dFJKYRqZETo5Fw2IIzSZiOXfn6IrAgtyxfl8Kefz3C6qz3bTyFheIx/v14g1+VG8caOEmZlhKKSir3O7Z5sPFNPRVsyg8I1NBut5Nfq2VvRitPpYlxCIOFaGfOyIhgcqaWyzUxLp42fztQz74tDXt/PRTlRAKhkYq4ZEsn24hY+7YpqBLeAnDMgDK1cjMFiZ3dZC3nVep68OIX1p+pZe7KeIzV6Fg+NYsOpBt7bU8aQKB1PTE7hw73l3DYqlvmDI/j2eC0vzkinRm9BLBLw6KRknt9SyJs7SgjTyLhxeAw3j4xlZ0kLWrmY57YU8ted5zw4VuTVkBOp5YfrhzEwXMsHV2RR32GmstXMz2cbeG5TIfdPSOSu0XG8vbus1/5KCFTS0GHhT5OTWXWsxjNSEaqWUd7S/8hLh8X9HQpVS1h3/TDy6/SEaWQkBim5d1w8t692fyfCNPJ+RyiidHLkf+f13V8hZs6AMB5af4qbhsew7vph1LSb0SncnTZSoYBXthWx7KpsLv5wn9exFAsFfDA3k3Dt/59viA8fPnz48PFHwSf4fQDQaLCw/Eg1z2wuoNVkQyIScFV2FM9OTyVKp8DlclHdbqam3Qy4CFLL8JOLCVD94zdVJpuD34qbuWb5UY940cjEvHf5IGYPCP23zVza7E5+K25m1qcHPK7mXx2uIlAp5bc7Rv1D5oMKiZicKB0j/raLL67M7tclPUIrR285J3C0crEnCUAogC8WZvP1kSqe7mFG5aeQ8NmCLMRCiPLrLfrrDZZ+BdE7u8tYkhtNtL8CP5uDTQWNzP3ikGfR4ZVtxTw/PZXxCYGefOvzmZUR2meHQX2Hhe3FTV5iPzfaj79MTWVnSTPPby1kULiWByck8rddpaSG9D3D326ysaOkmfvWnaSkubPr3IvkmWlpnnjHyjYT8wdH8Nq2Itaf9h49yAzX8vmCwVgcTo8xX8/KnkoqpqTJyJlGI1aHk/fnZmKw2LE7XUhFQuQSAWrZ71cCNTIJsweEMiRa5/6OCN3mcUFd34Gylk4eXn+6zwprUZMRoUDASzPSCVRJUYiFlDR3cunSc3PiBksnj2w4ze7SFl6/JMPzXqFQQKfJwc3fHesVEehywd3f5/PLzcOxOZzE+Cu5c80JWk02lFIRNw+P4YEJiay5LpeqNjO1ehO77xzNpwcq+flMAwFKCQ9NSGRkXEC/ZnLVbX2fW+Be0ChrMTEgTMvWwkau6hLOBqsDkUhIYqCS34qbqWozccfoeM/semWrieO17Wy5ZQTTP9nv6XwAuDglmIuSgln8zVGuHhJJYWPfArL7969qN+GvkPDjqToe2eC9/z+cN4gJiUHUGywoJEIClGJq2s1eAvGmETGEa2Vu48uTddR2WJiUHMTyRTncvuYEd46OIyNUw8q8GgoajUxJCWJsfACZEVouX3rI0zGyr7yVVXk1PD89jXmZ4Xx3vJYFXx1m7ZJcnt1cwMsz01m9eCivbi/mo33l/GlyMhd/tM+T3FHeauLPP5/l0oFh3DwilqKmTi+x382Rar07GWJ4LI+sP9UrQWJ5XjU7bh/NsVo9O0rOmTtG6uR8d+1QNDIxIiFkv7HD81yN3uyVxHA+fgoJQUopu0tbOVDZxo3DY/jlbCOrjtUwLNqP/feM5bENp7kuN4rdfRhKAtw7LgHZ7yyqdaOWSXh2Whq/nG3k4/0VOF0wLzOc0tZONFIxqSFq5g2KYESMP0fvH8c3R2s4WNlGaoia64ZGEaqREaJ2L165XC7q9BZaTFbMNncUZZhW5pvt9+HDhw8f/zX4BL8POi12vjhUycM9TPhsDhdfHKqktMXIqmuGUtluIr+2A7vTybqTbmE4NzOcMfEBGK127E5QS0UEKCWe9uL+KG3p5J61+dw7Lp5oPwXV7WY+O1DBNd8cZe9dYxge63/B9/+rqOkwM+/LQ73EeXOnletWHGXjjcM9Yu7vISlIxYF7xvJbSRMPTUzkxa1FXs8LBPDsdHdOO7hd3oNVMqq6xPqM9FD2V7Sy4TxB22aycc3yo2y9dSQRWkUvp3yZSMjblw3kdL3b7V/fw8G7yWj1iJsavZkrvjzUazb5lW3FrL9hOD+daei1L6J0ciYkBvbZ6XGitt3LgT0hUMkTk5OZ/+UhjF2zxeup562dJXy5MJuh0bo+99vhqjYaDRY+nT+YDosdi93Jl4cqmfXpfn6+cQThOjmFjUYClJJeYh/geK2ewiYjFa2dHKpsZ0CYhpAeIxhSsZAxCYEIhQIKm4y8tr2YCUlBqLvSJhbnRhPSj+9End5MdbuZijYTMX4KInVyInUKlBIRThcek75avZniZiM7LxDTuOF0PXeNiWfxijyemJTES78W95ldvu5UPU9MTiaxx2PNnVZ2l/bdLm11ODFYHFS0mXj9txLP451WB2/tLKW63cwH8zLJidIB7mPw8sw0Hr0oCalIgL9SisvloqrNRGWbiaau7ohQtQyz3YG9ryzJHgiFEOWnoKTZSE27iYMVbbyyvRhll4/Foq+PUtzcyf3rzvlISEQCTjw4gaRAFYfuHUdpSye1ejNROgXbipq4evkRLHYnQoSeRZ++UEpFuICiZiN/2VTgJfYfmZhEjd7CrE8P8OTFKYgFAsrbTNw+Op5XZmWwp6yFWD8laaFqfitu4bqVRz3i+80dJQwM07D11pEsO1TFVT18D3aXtRCglPLRvvI+zQ+f+uUsa67L5bvjtdidLt7dXcawGH/MdndqwG/Fzfzt0oE8s7mgz5jOtfl1/GlyMh9dYMzm8wOVTEsN6TMu0mJ3ct+6fL5ZlEON3kJBo4G4ACXxAUrPSE1lm4nOHtve7WXQX4v8bSNjUcvEbC1qYkFWBJd8dsCzr9fm1/HK9mJWXJ1DYaOBm0fEem27QACvzMwgJfgfi8hL7rqe5tfq2VXWwsxP93t+plws5LMFgzHbnaSGaHjq4hQsdgcyschrLMfpdFHcbOSVbUV8faQas91JuFbGYxclM2dAKNH/QCeXDx8+fPjw8Z+KT/D/l1OrN3O2wcDz/TjN7yhpobLNxNlGA58frGRHj9zkH0/VMzY+gEcnJTHzkwMMCNPw0ox0MkLVxPfjLm9zOMiv1fPoRUn8bVcpBY1GkoNUPHpREmUtbqOm5YtyvAzX/qcobjJisPQd23Wosp0mo9Uj+K12BzV6C82dVqQiIcFqaS9zQoFAQGKQCpPNweBwHaNiA3jp10LKWk1kR+p4eGIiuGBiUhAVrSY+XziYt3edE2jzsyK48/sTfW6P0ergUGUbaSEqtHK3mG0wWPi1qImXfy2irsPCiBg/1l0/jNe3F/HjKbcw9lNIPK3qe8tbvdzFu2k323l+SwE77hjFPWvdee8ioYAluVE8MSmF2D5GCRoMFk7WdXh93r1jE3h4/SmP2O/G4XRx25rjHL53HPUdZoJU5+asmw0WgtUyyltNbDhdT0KAklCNjItTgmg02ihoMhCuk5MWovLqejifTw9UcPOIWKL9FHx37VBCzzs2iYFKylo62VXSwquXDEAoAIlQSIBCTIRGRkWriX3lLfx0ppGEQCVXDo5AIBBw6dKDng4MlVTEsqtyaO608tG+cuwOF4tzo7l0YBi17Wb8FVICVVKvanVPApRSnvqlgFdnZWCxOzhe27exGsBvJc3k9sie769jpJsglZT3+omo+/Z4LU9PTfWKdJSKRYRq3OeFy+XiWI2eGZ/s95qTn50Rysuz0glVS0kJVvVpsjcqzp+WTisZIRocTiWFTUZiA5SopCK2FDYxItafJyYl89pvxZ4Z/kCllK+uyibO3714Fe2nINpPQYfZ5vFmCFHLqGwz8dKvhbw0M4NJyUGeyMme3DYylhVHa7g6J9JL7Ef7KUgLVfPYhtMsXTiYG1cd8yysgTu28rtrh+J0Oum0Obhu5VHkYhHxAQo6LA4q20zk13Xw0d5y2s29Rw4idXJPBOP52J3uxZMQtZQGg5W95a0sHBxBp9XBoao2AMK0sguaFh6oaLvgiEm0n4ItfeyPbvaUtWJzuhge69/nAqqfXMzM9FDW5td5Hnti42k+np/FExvPcKTabW4pFQm5aUQMczPDeXtXGXeMjmfR10d6dbG0mWw8vvEMczPDkYmFHLhnLNuKmtDIxCQEKkkMUOKn6NsHpT+EQgGpIWrKWo10Wh3cPCKW30qaOV1vwGx3smj5EY4/MJ4BYVoEAgFySe/bmfK2Tm769rjX361avYW71+bjdLm4dWRsL3NEHz58+PDh44+GT/D/F9NhtvGnn84wLS3kgrnO+XUdOJ1Or5umbnaWtrBYbyE9VM3Jug6u+PIQ628YjkQk7NOgzWBxUNzcyRM/nctPP16r56Zvj/PklBSi/OQYbY5/i+A3XCCjG/CI2RajlWVHqnjipzMeMZsarGblNUMYFK7pZfSmlokZ9PZ2/BUS3rlsIDqFhI2nG7jks4O0m21MSQ5i660j2Vbc5HUTLBMLvarz51PRZkLaNQPbbLTw1M9n+bBHJe2Hk/WsP93ATzcOp6ipk9MNBh4Yn0B4V6t2Uz9CFODns428e/kgNtw4HENXlf1Mg4G95a0YrHYUEhFhahnKrtZ+p9NFfl0HCwdHsKvU3cIbqZP3K2L0ZjvHavQ8vamABYPDuXpIFDH+Smo6LEz7eB+1PXLhA5QSvrwyGz+ljTMNBsYnBhGmlWPpw/27G4vdyfS0YOZnRfR53imlYqanhZAVoaXBYMXpcrnnzbVyKlpNTHh/j9dYhEQo4Pv8Oo/YB3j38kG8+GshByraPI8dqW7n7V2lfHvtECpbTdw0PIYXzuvs6Oai5CD+tqsUi93BkxenIBTQr8Ga9rwRCj+FhIRApVcUX09sTmef1eZuylpNpPUzolLZZmLyh3s9Vd5ufjxVT6ROzq0jY/lm0RAu++KgV/U3LUTNW3MGsrWwkbu+z/csng2L8ePDeZncsDKP57cWckVWOBtuHI7J6sDicGK2OWgwmD1Cq7rNRFOnFaPVgb9SytzMMCYlB2GxO1FKRQQqpHwwN5O//HKWVcdrsDlcaGRi7hufwOyMUE7WdRCulXn9/tcOieLDveU8MD6Rh9ef9hL74B5HWbIyj6empLCzrIVXZmYQH6jkZF0HAUoJ0X4K3tpRwheHKvlswWBWdEXg6eRiluTGEOevYOU1Q6huN/P+njIKm7zPe4fL5VnUClJJCdXIEAsFnu4ooUCAQECfFX5wH+8ZaSH87byWfqEAQtQyJiUGIe/HV6P7dcJ+DCgBNHIJz09PY1NBo8fpv6rdzOJvjvLijHSGRPlhtNpRy8QIcXdk6M02Wk3Wfs+zI9Xt/GlKCq//VsyIGD/W5tdy26g4pn28nwFhGrbcMqLXQtyF0JtttJtstJnsVLWbsTqc3DQ8llCNjDvWnKDNZOPDfeW8eclAz74+nzq9pc+/WwDPbSlkRnoISUH/fFyoDx8+fPjw8Z+AT/D/F1NvsPLFoUpmDwi7oPgI08p4s0er8Pl8sr+C2RmhnsrLirxqbhsZ26fwajPbeH6rdzdBZriW1BAV+ytaeXhCEqq/c87z/5e0EHW/N92hGhn+XU7l24qbuPe8WLuzjQYmvL+HPXeNRi0VE6GVe1rtI3Qyvroqm7zqdlpMNi5desjrvZsKmrhs6UGenprKklz3LGybyUZLp7XfllqAsfGBnipWdbvZS+x343C6uOeHfF6/ZABr82u5cXgMTUYrDQYrmRFa1t8wjK2FTby9q9SrapwcpEIhESEXC9lc0MqSFXle8Vo3DItmZnooKSFqUoJUBKokBKtljIkPICNUzal6A47faf3usNopaTHyp5/P8smBCrbcMpJrlh/1Evvgbi++6/sTfDQvi9BwLRabA6VEyJwBYR5zw/OZnRFKoFJ2wUhDsUhIjL+SmB5tvHqzjXvW5vfyQBgQruHxHotSyUEqOix2L7HfTVGTkW1FzUxKCsJPKWFnaQs7e8xOd7c0r8qrweF0sbWoiaenpjI9LaTX+Aa4xdqwGH/KWzuJ0spx4Raoz01LY9HyI73O15tHxPQrHLvpHj3oi/y6jl5iv5svD1dx0/BYlh6q5JMrsmjo8ouIDVAiAI5UtfPYxjNe7zlQ0casTw+w4uohjH13N98eq+W747WsumYI8786jMsFXywcDMDJOj3XrcjjcJW7ouynkPDYRUnMGRjG4MhzIyAamZCHL0pkbmY4wWoZTpeL9/eUkbupgBC1lIcmJrHi6hz2lbfRZLQS56+guNlIaoi6306KoiYjwWop8QFKnvj5DL/18KKQiYV8OC8TsVDgEZOx/go+mJfJX3eWMvSvO3G5ID1UzdNTU1l1rMZTLRcKID5A6TmvbxkRi0wkJD5QRZSfnDMNBvaUtTAlOdjj3N8TsVDAsBg/ZGIhg8I1nKjtQCiA+8YlMDEpiNKWThIDVUT79S+eZ2WEEqC8cEU9OUjFoXvH8uzmAn4604hG5o6RnJoa4jFvrGk38eTPZ8mN8WNknD9mW/+LboD7uMzN5OVfi0gJVnm6Mk7WddBosP5dgt/hdFHaYqTDbKfDYsdfIWH+4AgeWX+KrYVNDAzT8On8LOZ+cYiCBiNWhwOFsO9bmf7iCcE97tRfh5cPHz58+PDxR8In+P+Lae204nTB1sJGZmeEeaLNehKslhLvryRSJ2PZVdkoJO6ZWbvTxQd7ythe3IzF7kQiFJIZruX+8QkEqaToLXZKWzoJ08hQ9BDwTQarp6KUHKTi1dkZnK7v4Gi1nvQQDf5KSb/Vmn81oWoZt4+M4909Zb2ee2vOACK0cuo7zDx+nqDpps1kY/2pevaXt3LPuASyI3SouiqzKcFqJCIhd6zpu0W/uLkTm9PFc1vOsuLqIaw6Vs2PJ+t5ZGJSn++JD1CSEeauRFntDn4r6dsYC9x57pE6Oc9OS6Ol08ZlSw963LgFArf51dKFg7n2m6OeRZ6/XjqQMK2ck3UdXN2HqPz0QCVZETqe3VLA0oXZDArXctOIWDaerudvlw1ib1kLIoGAIJW0VxQhuEVMkErq6ZAoazGx4mh1n0J0aLSOZ6elsbWwiZ2lLUT7ybl3XALDYvw9AqgnYRoZV2RFIJf84wkPjUYrP53tLbrPFzaTkoP4Ib/396ObpCAVc788RFWbiRdnpHPn6HgOVLSilYu5ZEAYr20v4usj7iqxy+XOmb93XAJHq/XU6L0XG969fBBGq52P95djc7i4fFA4IWopsX4Kttwykue3FHK4qo0InZwHxicSoZVhdzoZEx/g6bboSbSfgqgLROD11zUAbh8Ai8PB2vxahsX4sa2wie3FTdQbrLw+ewDPbel7zKK63Uxdh5kIrZyarjQFd8yku1o8Oj6A0mYjkz7YS0OPzpM2k41HNpzGTyFBIxMTrnVvd6Xewj3fn+TV2Rl8uK+cT/afc9BvMFh56MdTPDQhEbVMRI3eQXygkgfGJZ6/Wb2wOpz8kF/nJfbB3TFy07fH2HjjcM8iz+uXDOD6lXleC1Sn6w1cvfwIqxfnsqu0hSajlQcnJLLqmPtYXzYwjJnpIWgVEiK0cl6akcHwop18dqCSb67OoVpvoqXTRl2HBZfL/f388spswjRylFIRG24Yzif7y0kMUvHzmUZmfXrA87PvGB3L01NTeeqXs17bHqyW8uqsDPRmK2UtnUjFAoJVMgJV3gsAYpGQtBANH83Los1sQygQEKqWIRQKcLlcNBqs/FbSzGcHK7l0UDhiobsrob9F0kidnIRAJfeszedMo4EXZqRz6efntrfzAh0o3bSbbOwrb+XRje6I0UCllBuGRzMi1p8vr8xmwVeHya/r4EhVO2PiA5iQFIj8Ai35URdYFBEK+KeuGT58+PDhw8d/Gj7B/1+Mv1LCC9PT8FNKuGZIFE1Gq5fDcqBSyqfzB3O2Xs+0tFBuW33cUwnUycU8Pz2NGH8FCQFKGgwWnpiczN1r8z1ZznKxkOemp3FdbrSn2tQduxeslvLXSwd6ZZMD/G1XCd9dO5Tp6SHI/odnK3UKCX++OIXsKB3Pbymkss1EVoSWl2dmMCRKh1AowGp39WrX7UYrF5MVriNMI+Pd3WVo5WKuHxbjzvJ+cwfLFmX3W60Hd9XL6nAx+7P9XDYwnMkpwYyI9ePNOQN4dnOBZ19PSg7i8UnJqLuM84xWB7+3JuJyuWg327j4o31Utpl6PA7fHqslUCllXmYEpxs6ePOSgeTG6HC5XHyyv7zfavHH+8tZkBXJn346w1dX5RAfoGR6WghV7WbCNTISA5W8OiuDJSvzPO+JC1AgFAiYOyiclUdrvD7v66PVXJUd6eXyH6mT8+SUVOZ9ccjLC2BFXg1vXDKAdy4bxKYud3CLw8ms9FBmZYQiEwn7dN222p24cPV7Ltkdrj5/X41MfMGW654MCNNQ3GykqOs8uW/dSbRyMRmhGkw2d+yjtYfXwbiEQA5UtJIZruWXm4ezt6yVXwoaidLJuSo7klP1Bsa+u8fz+k/2VzAsxo+HJiTx6f5yXp6Vzsm6Duo6LOTX6hkYGkm41t32funSg57tAPf3bN31uUToenfbFDUZOVmnJy6gf1O8YLWUGr2Fv1ycynUr8rh1ZCxvXToIh9NFXICyV6t8T45WtxPrr6BGb2ZGeig7SpqRiASsXjyUSJ2c1cdrvcR+T17/rZhhMX4ewb/hVD3bS5ppMFj4rEdcXk/+tquUb64ewnNbCll1rJZ3LxtEoFKCRCTo07tCKHCnZnzQjzmezeGisNGIAMgIVVPe0tmrGwXcCxl/21XC0xenkBikQiQUcKCijT13jSbWX0G49tz+zQhVs/22UazKqwYXPDUllU6bg4QAJTV6M4PCtUT7KTwpE1F+Cv40KZn395XzzVFvg74VR2t5b+5A8h4Yx7FqPT+daWBErD8zM0KpbjOxIq8avdnBvopWQlRSProiyx35eV6rv0om9ixUAtR1mPnuWC3f59dyUVIQAHevPcEXC7PRycXcOjKW9/vwi3huWho3rzpGSJc/wp9/PuMxDBUJBb/bceB0uthW3MTlPTqimjutvLKtmGlpIczPCuemEbG8tr2Yb4/XcPOIWGZlhPb6fXqSGqxGJxf3ObI2Z0AYEdq/f8TAhw8fPnz4+E/FJ/j/S6nvMLOzpIVlR6poNFoZHRfAa7MzMFrtHKxsI9pPQUKgittXH+O56elc2cOVGdxGb3d+n88PS3IRCQUIBAIuX3rQY8wFYLY7efDHU6QEq5mVEQq4BUSUTs6SYdE8v6Wwl8GZ0wVXfX2Ekw9PJL6f3Pl/JSFqGdcPi2F6Wgh2pwuFROjlzC8WCYj1V1B+nnAXCGDpwmwe23jaY3AF8PG+Cm4ZGcvDExOx2t0RUOdnnneTGab1zGrr5GKGx/jx5aEqjtfq+eulA5GKhEhEQvaWtfDBnjI+WZAF0NXqq/Xkzp/PmPgAxEIhdofLS+z35ItDVRy5bxz+SrdBGrjFcX8Z2gA17RaCVFI2nK6n1WRFKxeTEKgiUicnNVhFp9WBn0LMimuGcKpOz8jYAAqajEhFArIitL0cxcVCAedv/W0j43h609lexn8AD60/xf67x7K3vIUbh8cgFgrYWdpMYaOBa4ZGe722Tm8mr0bPh/vKcDjhxuExDI3y65UzH6CUkB6i5nRXB8T8rAiuGRqFSOj+98qu2e0thU3cOza+T6O0kbH+/HRea77ebGdfudtVv9lo5f7xiXx7rBaVVMQjExOp1ptIDVEz6LXfGBimISdKR0Wbiap2s9eCSTcHKto4XNWGye7klm+Psygnkkc3nCY+QElmhJb4wFAClCJ+uWk4Jc2d5Nd3kBKkIj1UQ1wf36O86nYu/mgfTUYrny7IIjlI1efC1t1j4nlnVynTUoPZfPMIvj1WQ36tHq1cTFqIigClpN9xgPgAJSsMNQQqpTw+KZmDFS0cf2ACcf4KxEIhtXoz1w+Lxk8hIb+2g82FjZ4FloIuod3N6XoDIqEAvcXe7+iRxe7E7jx3/bl3XT6nH57AnaPjeXNH75GkRTlRmGyOfr+f4G77npgUyJSUYN7a2f9Y0/6KNl6bncE7u0o5WNmOVCQkSCVhRGyA1+ukIgEGi43sKB2X9rheCgRuA8IhUX69IjAbjDZe2Vbs9dg1Q6KYMzCMD/eWc7Kug/gAJfeNiycrQovR4qDOYKXD4sBkc/DA+EQ0MjFzPj/A5ltGktCPoSpAQ4eFu9acYPWJOqQiIfeMTQDcHTlTP9rH4qHR3Dkm3m1Iuq2IyjYT2RE6nuuKb40LUPD9iTquXHbYS2TfPCKGsK5xG6fTRY3ejMvlQiYREqR0P3620cB9541OdfPzmQZuHRnL2PgAXttejM3hYkJiIL9Xn08IVLH+huHM+GS/13EeGKbh1dkZvmg+Hz58+PDxX4FP8P8X0mS0cN8PJz1GVOCOVtp4uoFV1w7hWI2e3Gg/Lv38ABMSg1iZV9PvTfbnByuZnBxEZZvZS+z35MmfzzAixo8gtYxInYJV1w6lvsPCs5v7TgYw252c6rqJ/XcR3k+lJ1wr56mLU7n+PBF2UVIQ+8pbvMR+Nx/uLWfVtUNYfbyGxUOjeKcrhq8nKqmIGH85k5IDmT84gqPV7ewuayE7UkdOlB+PbjiN0+VyC9VoP64dGo2iq0qtlIrRycS8MD2NRzac9vpcf4WENy4ZQHGz8YL7z2Rz4HC5PGIf3PF1k5KDWH+qvs/35ETpONtocEdf9Xhc1sPxPUQto8Fooabd7BWjBXDryFhemJ7mmY2/cXgMrvNOrLRQNYd/7r1PwT3be6CilaenpmK2O3G54NKBYYRqZF6xgXUdbtHcc95//al6RsX5s+qaIQgEAk7U6vkhv44gtZSlC7P5ZH85EpGQCK2cSz8/iFAA3147FLVMzJeHKilqMqKWiRkZ68/ecu94PJ1cjEbe/6VUJRUjFwu5Y3Qct46MQycXkR6i5t6umLo2kw2TzUFulB+bC3qPF3Tz9ZFqHpqQyN1r8z2mfzH+CqJ0CoJUUgQCAfEyMfGBKialBPf7OSXNRhYuO+wZvXhsw2m+uDKbV7YVsa3I3W2hlom4e0wCUpGQ3WUtPDYpiUidnLgAJV8ersLpcqGTi7l3bAJPntdSDu4OifgAFUtyo5mbGY5GKiI1J4o2s52vjlRxrEZPdqSWq3Oi+GhfORmhGu4dl8BjXa3cYRoZtR0WftxSwJXZkVyRFc7MjFD8FBf+k9VtagnuCv3Jug7uHB3H5YPCaTJaOVLdxoqj1VwyIIyMMA2HKttJC1F7Rl7OHTMRb14ygGC1jI/2VaCRibguN5oonYKXt/U2ZQxVy9hT2sqsjDA+P+iOqhzWI2Whm7JWEyDghlXHvLpHXC54b085w2P9SQzyFuQOp8vLY2JUnD+j4wKY98W5SniN3szushZem52BRCjgnh7C+fv8OgaEaXhzzkA2nm7gzjHx/e6/ynYTq0+4R1esDidVbSYeHJ/IJwcqPCZ5H+4rJyNUzZdXZqOVi9HKJB7vDLlEiE4h9nzvu80Vu2P9GgwW9pW3IBOLOFTZht5sZ0pKcJchpbHXwmpP8ms7yInWAu6xpJV51czLjOz39eDuLBgR68+R+8eRV91ORauJUXEBRPnJEQsFnig/Hz58+PDh44+MT/D/F1LVbvYS+91YHU5e3FrIK7MyWPDVYRoMbhO5/lyOwV15e2lmer9z7gCFTUZPayfA0CgdJ/qJtOrmQlW3fzcz00N47KIkXt1e7DG6e3B8Ijd+e6zf96w/VY/V7nLPKre4I+e68VNIWHnNEKQiIeVtJi757KDX3HtcgIJvrh5Cu8nGC1sLeXZzIX4KCXeMjuO2kXFEdAmv9FA1PyzJZW1+HbUdFnKjdcxMD0UpFqCUiLDa+5+ZVctEfZojXjIgjKc3FdBm8q7aCgVwx+g4rl+Zx7VDojwLBdXtJlqMVgxWB0EqKf4KCc1Gm1fmejcf7C3nkyuyiPFXEKCUMCM9lMOV7sroK9uKaDBYf3dUodPm4JpvjvLh3EympIb0+Zp95a19mvvtKWvlpzONbC5oYNWxWsC9QLK5oImbhseQEaph/leHeXxSErF+So7VtHPLiFjmDAjFZHMiEwl5ZloqJ2o7+O54DXani9kZoWRF6BhisbP6eG2f23P76FhSgpXMzggl0k9BaUsn7+wuxeZw8un8LFwu2FTQyNlGA3Mzw4nQKnhq09le4wR6sw1l1zFrNlpRSkXcPCKWjFD1Bduaz6fJaPVKU2gwWLly2RFuHRnL3WMSCFFLqW43s+xIFbV6C2uuyyVSq6CoyUh8oJKHJiTy8b4Krl2Rx4qrh7B4aBRfHKryfF6IWsqP1w/DX2Bm7IREJGIRLpeLg5VtTPpgr1f3hr9CwldXZXPHmhN8drCC5YtyuH5lHreNiuPZzQXueDmHC4lIwNObCnjv8kHEBSgoa+ktDAeFayjs8XuNjPXHXylj4bIjHKxsA2B0nD/LFuXwbV4NN646xoy0EF6ckc5lSw96fdbShdm8ur3Iy6TxvT3l3DYqlscnJfPCecaj1w+L5svDVTw00e0bcNnAMCL78E2QitzpD/2NirzxWwnTU0MI6rEQJ5e4/VG6zQdvGxXXbyX88Y1n+HbxkF6Pn6zr4LfiZjQyMXanE7Gwd23caLGxpctEcGpqMHeOiedkXQdKqZBlV2XTaLTywLqTpIeqeXVWBinB6l7dCKEaOX+anMz1w2Iw2RwoJSLCtXIkIiGdVjs/n66nzWzn/nUnPYsCr24vZlxCAG/OGXjBMRp/pQSzzUmEVs6EpCA2nq4jQPn7tzAioYDEQBWJgSpq2k3sKWvl/nUnaem0cVFSIHeNiSc5WP1v847x4cOHDx8+/t34BP9/IVv7cIbuZn9FG0qpiFtGxvLh3nKajRYGhWn6dCcHd0W2vKWT1OD+20TTQtRemdJikZBQtYxoP0W/Lec9Hbr/HsRisbul1+bsmr/+1928BatlPDYpmcW50VS0mhALBahlYgwXWJQwWh1IxUIWf5PHzjtGc8+4eKrbzagkIhKDlDQZbDhxV1fPN7krazHx8I8nmZEe6qkmt5lsPL+lkG1FTaxe7M6ZzwzT0mG1syTX3c4eqpHRZrZRa7Dywq8FvHnJQNYuyeXZzQUeF/Ru7h2bQISut6N9nL+CnXeM5qZVeezrOubxAUr+MjWVrw5XoZNLeHBCInKJiKImA+0mO7UdFuRiIRVt7QwK1XC4so2HJiRyqr6Dn840eFX5Pz9YyfJF2cT4KQlVy2jttLHmRC0vzkhnULgWXHhc/89HIHCfS+WtJt7eXUp2pI4Wkw2rw4mf3G2KZrTaeWdXWb/H5f09ZcxID2FKSjD3j0vA7nKxraiJ+g4Lo+P8eX/uIJ7ZXMCZBgPJQSriA1RkhKq594eTHkO8MfH+vDorg1q9mZe3FfPnn8/y0sx0rsqOZPl5c9YjY/1JClRxpsHITd+e4LfbR7GrpJlRsf5cmR3F7WuOc6jy3LH54lAVV+dE8ezUNF78tZDhMf4IBLC/opXJKcHsr3CfD8FqKY9flMyoWP8+5/MvRF/O5G0mGy/96q5cb79tFAqJiKuHRNFitBKplXPHmhP81rXwF6J2t+gPidJx5bLDrL0ul4cmJFHe1omf3D0iopAIMDS3eRZwqtvNXPr5wV6jGq0mGw/+eIr7xiVw7w8neXlbEW9cMgCDxcGeslbiAhTE+Ck8i2svbyvincsGce03R71GCcI0Ml6emcENq/IAtzHgkxenMPWjfV4xcrvLWpn0wV4O3jOO20bFo5QKkYtFfHftUB748STlrSYmJgZyolbf5zXv/T3lrF48FI1cxOi4QOYMCCVSK0clE/Hir0UoxCJen53BvKxwmo02yltN+CskhHV1oQgFAqrb+69iV7WZe8VPBqtlvDornakf7wfcIz19GWOCe9FWb7YjEwt7dVx9c7SapQsH9yn2AfQWB1KRkKmpwcwfHMHlSw96eR/kROrYf/dYtHIxwer+0zAkIhGx/r27i+o7LASrZSw5r7sBYEdJC4WNBmakh7Khjw4jmVjIkCgdhyrb+Hh+Fg/+mM9XV+YAf/91vl5v5rGNp/nq8Lnv6NlGA18dqWLnHaPJivjH/ub48OHDhw8f/yn4BP9/IRdqYRQKoLSlk01nG1lxzRDEAnde/ecHK/ts679lRCzzvzrM14tyUEhEfWY0Pz4pme1FjQzqMrjTKSQEq6WsXjyEGZ8c6HXzevOIWELV5wyeWoxWTHYHComoT+OnOoOVRkU4f1l+lBaTjcsGhnPZoLA+bzr/WdQyMQ6nixd+LeSRCUmsO1XFxanBfHus76rulJRgXv61CKvDSXlbJyqJCJ1MTIBKyiPrT5NXoyfGT8EtI2OZlhrCEz95d0jsq2jj0UnJvT53T1krxU2dhGrkBKqlfLe3lmWHK7lsYDiddieHKtv4raSZpQsGc/Xyo1S1m/lsQRavby9hd1kLYqGA20bFccfoeCSi3ueByeZALRXx6YLB2J0uzHYH9R0Wfv5/7J11fFR33v3f456ZuHsCBAkSwb2lUFqkUMWpUPd22+3Wfbeu0Ja2SKG0xaWluDvBQ4i722Rcf39MGBgy6e4jv+fZZzfn9eIPMjN37r0z9873fD6fc87FOiZ0D+XdiWkkBasobDBy709nvCQQPO7ytUYbv16sa5840LH5noG8+NtFL6mt0ltQS8W8tu0St/aNIiVYyZlqPT+drua3ewcC8PaNaUxferyD0dqTI5LZeKEWt9szrv3V4TL+8pvnvEVoZHw4uRejkoM7lZYAWJ0uJvUKRyIS8sPJCvpGaRmWGMymCzWsPVfjEzF3oqKV2StzeH18dx4blsg7E9PA7ZE+fLCngNEpod7O8Z+35PLKuO6smpXBltxabE43t/WNos5g5dZlJ1h6R3/qjVaOlreQFq7h8wPF9AhT+5D9y1h+soLNd2ezYuYAfs+rx+V2c//gBJKCFIxaeIisWC3xgUoGJwQR/HeM0PwhRC3t1MhOLBQQqJSgkYmoabOSGKvj5m+P+oyU1xlsPL7+PItv60tqiJqXtuaxanYG/SIDKG+1UN5iRiYWIhEHUtBgJkQtpdZgpaato+EdwMU6gzcqcV9RE+9OTGPoZwcAmJ0Ry8LDJd7nFjaaWHiwhF/vGQS4abHYwS2g2WzjoTVnvaZ6U3pHsOZMtd/7kcHqZPGRMp4elUSYRk6zyca2S3U8PyaVQKWElBAlU6+J0rwau/IbOPDQMJafrOCV3y9hsjm5oXsoG+ZnE6GSkRmj5a4fTrKr3YxSLBSwYHA8L4xNJUqrYGhCkN84RoCsWC0aWcef5ey4QFbMHMAT688j+jvFTIlI6Nfbw2x3/t17Yu8IDd3D1Ez57phPbCfAycpW/ra7gKRgJX0iAhgQo/2HYvaufv89RY2ddvCf3ZTLuvlZnKvW+4z2i4QClt3ZH5cbNuXWgdvNt7f350y1nmUnKvn8lt70CNP83fcvb7X4kP3LMFidPLvxAkvv6v8fOp4udKELXehCF/6voIvw/5shv95AemTni6Mb08LZW9jIodJmblp8hF9mZ/L14VK+vq0vz27MpdHkIedauZjPpvZBLhEyOCGIN7fn8+OsATy85py3a6+Sivjz2FQOlTbz3m6P6dTzY1KY0ieSN7dfQiER8cOMAVTrLTy89hwRGhnPj0nhxrRwApVSmk02TlS08tLWPC7VG0gLV/PaDT3oHx2ATuEhOmXNJt7cns/XV8V07Stq4m+7C9j70FCS/8Cg6j+KJpOd3QWNvDWhB4sOlbFmbia/Xqzr0DHtE6FhSEIg87Nj2Z7fQIJOgc3poqTZzLQvD3oXvA1GGwt+OcNjwxOZnx3Lt0fLfbZjc/onrr9fqmdIYhAqqZh5WbFkxGh5b3ch0VoFE9PC+Mt1qby/p4hz7bKJGT/kcPzx4RhtTgKVEiLUMuQSIVaHE5fLjUQkRCwSUttm4Y3t+Sw6VEpmrI5orZxYrZxnRiczOjnE6+TdaLRx78+nfcj+/GzP9MPVkYLHyltYcrycH2dlcN/Pp6nWe4oAP5ysZGqfSG5efJShiYF8e1tfHlt/AavDyZTvjzM3K5bf7h3EN4dLOVruiZ97ZlQy+Q1GXvqthGdHJTM7Mwar083QxEA+3lfEunO13Ln8JAcfGcasjBiftImrMT09kj9vueg131t+spJQtZRf7xnI9KX+Sd5bOwrYck82K3MqGRgXSHGTifwGEzMz5EQGyKjWW3G54aWteQTIxYxKDmZ+diyLDpXy60UPsTtZ2UpKsIoGg5UVJyoYmhjkEwcZIBdz78A4hiUGY3e5kIiEnChr5vN2/4cvD5YyrU8kX01PJ0gpwe50/SHZbzLZMNqcyMUCzHYXjUY71W0WQlVSglVSnhqRzDt+tOgPDIlHAIxZeAidQsKfRqf4kP2r8bfdhdw3KI6VpyoRCQR8e6yct3cWeGM3k4KVfDi5F18eqmNSr8hO9xXAftV3XS4WIRd7ioeRATKf8f0Xr08lXqdg7qocLtUbSQ1R8fK4bqSGqMiM1SISCojWynlkaCL3rz7T6fvtKWqkb1QAwxKDsDldLDpcBnjuIYcfHUabH1f3y7ixZzh3/XDSe30B/HKmmq159Rx6dBjTlh7nYMkVnweHy83nB0qQi4W8Pr4H09IjeXdXQQfneIEAXhvfw6+RnFYh4bb0KIYlBGG0OTqVNQTIxQja3/NaLBgcj9Xh5GRFC+BJYYnWyhG3+x5oZWLMDicVLRa/rwdYeryC7+7ox8TFR7m5ZziLbk0n4h8kyQqpuFODR4CyFjPlzWbemZiG2e7kREUrcToFE3qEEaQQc7q6jXcnpmGyOdBb7JjsTp4ckYTF7qLVbEOr+OPi16YLncdqbi9ooMVs7yL8/4tw2W24zC0IxFJESt3/9u50oQtd6MK/FLoI/78JXC43RU0mhn9+gIlp4bx4fWoH07wIjYyHhiZw+7ITgKfzselCLS63G5VExLYFg2i1eBZsOoWERYdKWJlTxWPDk4jRylBLRbw+vjuBSgkBMjGNJjvfHi1jy1XdrLd3FtAtTM2x8haq9VZWnarizv7RnHlqJAqJ0LvgsjqcrMyp5OG157yvPVDsGcf9+tZ0ZmXGYG+PzLua7F9Gtd7K679f4otpfXwM3f4zcLvd6C0OhAJPEUMoEGC2Oz162dmZfHOkjK15dSglIu7sH809A+N4e0c+797UE6vDRZvVQZBKyjObLvjtbn26v5gN87N9CL9cLOy0kxdyVZ52oFJK38gAXh7XncVHStlf3IxQIGBmRgzHyluobbNitjs5UtbC3KxYGo02ztW08eXBEprMdsZ1C6V3hIaoABlfHynjbHUb6+ZleSYJGo3oFBLO13iKRJcJf53B6hOlJxDAtPQoblp8pMO+Gm1O3th2iQWD4nlzRz5zsmKZvuQ4NW1WHhoaT79oHS0WB/cPjkchEXP8seHsKmhkc24t8wfG8eDQRMqaTSQEKXG63Oy4fzBSkZDXt+ezObeW6AAFT41KYl5WHFO+P8ZDa87yy+wMv67zMVo52bE6Xv3dNzu+3mDj0bXnmJ0Ry2vbOubKX+4SdwtR8fWRUspbzLx/cy/0FgdL7+jPc1tyvZIJl9vt0VtXtXnJPkCwUkKb1UFauIYH15xldGqId7w9VC1l6Z39+WBPER/sLcLt9mjbnxubwsvjunn3d/XZaqb2icDpcvs1ZKxoMZNT2crWvHqClBJGJAURF6jkgdVnvGZ84OkiL72zP2FqKe+0eyeEqaU8MSKJaX0i+SGnklaLg8xYHafbdeP+cLHOQGyggoeHJHK8vIUXf/M17ytqNDHzhxx+mDEAiUjYaaqESiry6qcHxukw2R3MzIjm68NlFDWa6BWhYU9hI1N7RyAWCrjn5ytE/mKdgTuXn+SFsakMSwiif5SWBpON3y/VE6aW+ZWGgEf+sreokTCN1CeVAzzFh+u6hfid3kkMUtJssvmQ/ctoszp4d2c+fSI0dA9VkxikRCERUtpspqDRxKJDpTw4NJHoADk7HxjCfT+f9n5v4gMVLJyWTlq4utPzLRQKiNEpMFrtLJrWl8nfHfXxRhEK4Lvb+/n4hVzGtPQIRiQFM/7rI95JixCVJxp1cJyO2EAlNQYrapmYKj/Rg5dhcbgQtt+XNl6o5f5KPRN6/GMkWSIUMCo5mG/83K/BI38x2BzMXnmKaK2czBgtU3tHoJGJqdBbCVNLKW8x87fdhewpbGRYYhA39wynrMWETBxCgFzyh1Iu4R88JoAOiSFd+K/DYndS3WbFYneikooIV8toMNlwuy+bnUpwOZ049XU07/wS/fFfEGtCCL7xWRRJ2YgD/Pu0/EfhcthwmfUIpQqEsv++JkAXutCFLvxfQRfh/zdARYuZ3YWNlDabqDPY+O5YOQ8PTWDN3Cw2nq+hps3K0IQg+kRpeHD1WfRXdZ6Olrfw+dTenK5uo85gRSAQEKiQYHO4mJURw6mqNl7bdokDDw/l1qXHGZkcwuRe4Sw+XMaGTtzelx2v4La+UXy8rxjwaEvvHRjHqPbM5zqDlSaTnWc25fp9/RMbznNdt1AkQgEbzvt/D4CVpyp5fUKP/xLhL282s/ZcNStOVvLFtD6MSQnB5XYzME7HkbIWpi05zl39o/lkSh9sDhdbLtYiAN6b1AupSMi2S/U0m21M7hXhN8MbPFGEla0Wn4izR4YleiPhroZA4DHUsjtcVOktNBit/JpXz0tXka01Z6tJDFLy3e39mNoe/ZVXZ6DJZOPdXfm8t/tKvNimC7UkBStZPSeTfUWNPDUqhWlLjvuMxatlIn6/bxBh7cWYaw39koKUnKvWdzqqe6SshRev78av9w7E7nTTI0zNT6erOPLocCZ8c9jnvGTH6Xjx+m68uDWPD/YUsWh6OqXNZuatOu2deEgOVvLRlN6cr2njXE0b9/18hgWD4nnp+m68tu0SAmD7/YP5/lgZ3x0rx+mCyb3CuXtgHDcvPup3Hw+WNvP06BT/B4BHQ1zaYmZfkWdyoFe4mmazgynfH+ORoYksmp5OvdGG3uJg2YkKn6QDiUhASqiKwkYTSokIlxsOlTQzrlsoy05U8O7Enjy27pyPkV6z2c6fNuXy3s09fZIBFh4qZfXsDAKv6e6XNJm4ftEhn1jFz6b25pP9JewtaqJbqAqny01ho4lj5a3M/CGH7+7sx8iUEFwuNyKhAKlIgEomJqc9eaLeYGNUcnCn5yREJUUADEkMYtK3/s9rm9XB2Wo9VoeTx4Yn8sGejtF2T41MZsmxcuRiIS+P684XB0p5cmQSy45XsOR4OZ/d0oc9hY3Myoxlxg8n/b7Pe3sK+fWegVz/1WGcLjeZsTr+PCbFpzB1Ne7sH82ja8+RFKxkcq8IgpVS7/RSo9HG3dlxbMmt6+A5MKV3BGvOdd4p3nihju0LBvP2znxW5FSSEqzkyZHJ6BQSHC4XDoeL3/LqeWLDeRYM8hgAutxughRSeoSrkHSir78a5a0W3txxiTVzs9iaV+eN5ZvcO4Kd+Q38eWwqoSoZK09VYrQ6mZgWxqPDExn0yX6fzn2D0cbMFSdZPy+LFosdoUDIrB9yvPGf/tA9VE1Vq4VB8YHMz4pFKIDSJhNRWo8xX2ewOpx8c7SU7NhAUkNUuNxuwjWe6Y0qvQWBAN6f1Iv0SA15fxqN1eFCLhGy+kw1d/90mjarg1fGdeNUlZ6cylZ+np3J6apWvj5ShtXh4kxVG0+MTKJbaOcFk5t7RfDK7x0LeuCZbAvwI6Xown8eVa0W3tqRz+Kjns9Ip5Dw5IgkQtVSmpoauL1/DEebbXx3yuMpNKfnXcRrUzD/9CC1K55E1Xciym5DkYanIA1OQKTS/Yf3weWwYa8rpOn3jzEVHkYSnEDwhKeQRfVArOk8yaQLXehCF/7V0PUL9y+OwgYjc3/MoUeYhoqrzKI+O1DCt8fK+XRKb+oMVn45U+3VQ1+NSI0MqVhEo8GGQiLi431FnG7Xnz87OoVF09MZ8+Uh9BYHX93al5U5lVS2WqjuRK8Lnti0kdcQic8OFDMkIYjiJhN3LD/BC9el+tXfgmfyoM5gJUgh8dsxvIw/euwfQVmLmbELD3pJ1C+nq3luTAqNRhuv3tCdmStyaDDa+OZIGd8cKUMkFPDtbX25WGcgM1ZHhEbOc2NS2on7H+tuFRIhdqebYKWUp0clcXPPCL8j5otv60uoSsquwgbuWH6CpXcO8CH7l1HcZOKHkxVMT4/kh5OVDEsMpKzZ7EP2L6Oo0VMIenhYEg+vPdtBA2+wOpm1Iod9Dw0lIkDegWwKBAJcnbH9dujkEmatzKHVYmfh9HQ+2ltEUZOxQxHkaFkL3x4pY15WLMcrWmhpTyq4GoWNJmatyOHb2/txS7u7+qLDpZx+aiQ9wzW4ERCrUzAvKxaNTMKQhEA+21/MvsJGKjoZTwcQdNLjC9fIECDwktUFg+MJUclQy8SopSL+8ttF3tpxiW0LBvPMxgs+3V+xUMDC6el8uq+Y92/uSZBSQqBCwi9nqtkwP5t9RY2IhQIfsn813t9TyOs39PAxb+SaTqXB6uD5zbk+ZP++QfFkxuoobDSxYF4WZ6v0SERC0sLVrMyp5IeTldidLkJVMuwuN8qrpmtS22PhzlTrefPGHkhFQr/ykseGJ5IVG4jd6SSv3n8nHTxd+BaznRev70a4WsZnB0oobzGTHKzk2dEpGG1OgpQSNt6dTXGDiWnpkXy8t5j7BsWz/GQFwQoJP83KQCcXd3pPsDpcuNxuDjw8FLcbxCIBGpmYZ0Yl87fdvhn2T45M4ly1nkaTDZ1CwqbcWp4dneyNuNx6qd5j5Dcnky8PlvDbxXqUUhF39o9i5oBoPt1f3OmxqqQiDpU2eRMbLtYZ2JRbx19vSqPRaGNSrwj2FjZS3mLmL79dZErvcO4dlMCykxVcrDPQK1zNo8OTSA5W+i1U1hus7CtqYm9RE/uLjzA2NZSkYBXVegtT2032ZmfGcLS8madGJCETi7A6nHx2oMTvmL7bDYuPlNMnUsOsjBiq26yUN1voFxXAqaqO0x3Pj03BaHUwrU8kr/x+iSq9Ba1czGMjkrh/UDwRncSbVrVa6BelI6+ujTVzszhU0kRevYG5mbGEa2QEKaX0idCglIpJChZTrbcwfclxnwjMiAA5yzfm8tWt6by1I99bmALP9b/mXDWHHhlGUicyrnC1lIeGJnhlMpcRrJTy+vju/2Hzyy50jkajjftXn/EpfLaY7by0NY+/jE3hnp4BPLQpn82XWryPr8iBiT1See+lInbllqKVC8mIisa16n503QYTNGYBIqUOt9OBvaUKZ6un8CbWRiDWRSIQdZTCmIuOUfbuGNwOTzHPWnYaQ856wu54D92wOYg1If9/T0QXutCFLvyToIvw/wujvMXE0fIWDpQ0ExEgJ/Sa0VWTzcmLv+XxxoQeHVzcL+PR4UnsuFSHWi726a7lNxi59+fTPDY8kfduTsNgc3D7shO43J4f9uw4ndfQ7Fpkxeo4f81IrMnuorzZxKYLNeTWGv6uMZVYKEQg8IyIfnGVFvpqTOr193O7He1ERnxNd8rpcvNTTiVxgQqitQqOljXzzq4CQtVSJvQIo6LVzDe39SWvzkBOZSuxOgVjUkNQS0S8sSOfhCAlcYFKhiQEcbZaj0IioleEpsNxAyilIvpGafnmtr6Y7U6WnaigX7SWF65LxeZwcay8hcgAOdPTI4nVKahps3LT4qNkxerYX9x5ZOIvZ6r5/o5+7C5sJCsu0Ouj4A8mm8esr97g3/27sNFETZuViAA5YSop16WGeHXwRY1Gj8N+J8iI0bKnqJHiJg8hnbPyFBvmZ3Gg2L/Ofv35Gn6Zk0V6ZACvb/ffkWsx2yltMpESoqKgfXT/dJWe3/PqUUtFVOvNaOUSiptMpIaqWHe+hjv6d57ZHRngSY2Qi4U+Y9JSkZDPp/bhQm0bg+IDefG6VHqGa8irN3C2po13JqbhcLl5bdslblp8lL/d1BOpWEhOZSvdQ9X0jQqgqNHIx1N6E62Vo5SIeHlcNx5ff56nN57nhxkZ/H7Jv4EbeKQpGvmV7/DNvcIJVPgubOuNNn45e2X8PFQtZWxqCEIBtFrsPlMNQgG8PK47Dw1NoK7NRv9oXYf3nJcdx4d7i3C54f3dhXx/Rz+e35LLHf2iyY7T4XS7EQsEhGlk7T4fGaQEd5RQXEZqiIrf8uoobjLx85kqnhuTQphaSnpkAFvz6jHZnFgcLiZ+cxSb00VGjJanRibRL0rLi9enUm+wEREgp6yTRI/LMNtdHCyp56WtngLYwDgdq2ZmML5HGIdKmhEKID0qgPXnavigvUCXEaNjynfHmJ0Zw2dTe/PenkKWHK/gl9mZvL7tEn2jAlh8e19sThfb8uqo1luZ3DuC76+KIbwaMwZEs/as7wSATCykosXCnKxYChuM3DMojsEJgYSqpZgdLmwOF0PiA9ld2MDh0ma+O1bOmjlZ3JgW1uG+lFtj8BZfXG7Y5idxRSQUYHW4eKw9uu+pkUnk1nYeg+opUGqxOFwMiNby7OYLLL9rAOvPVfPDyUosDhfdQ9U8NzaFOoMVg9XpI31ptTh47fdL5Ncb+Wxq7w4FwQajlff3FLG3qJEPJvVi8Kf7fHxPYrRyNt8z0CsZAk+M4NVkHzzFiRidHJPN6UP2L6PeYOOTfcW8e1OaX2PaKK2CZ0clM757GIsOl9Jo9EywzMyIIS6wi+z/d6LWYPUh+1fjg33FTOmVzeZLHQvVmy82MCEtgg+P6ylsNCEV1bDilrfJKvsRp6UNgUiG4cwWqr69G5E6mNCpr+Jy2HAaWxBrwxBrI7zbcrTUUL14vpfsX426n59DnT6+i/B3oQtd+LdBF+H/F4XL5eZwabM3V/nXi3Usu7M/y0/6LlSr9BYqW808MSKJD/de6f4KBPDsqGSiA+QYbWpyaw18MKkXp6taWXWqykuKPtlfzOknRzJ20SGvi/+vF+vYfM9Avj9W3mEkVi4Wckf/aCZ/65t7PaF7KBO/PUpSsIpld/XHaHMSppZS54eARgXICVNL0SkkCAUCJqaFdXC9DpCLeX18DzSyjlV/8EwZnK1uY/WZKgLkYsZ1CyU5RIVUJCRIKaHeYCM1VEVJswaJSMATI5I4UtbMUxsveCQMDw2l1eqgUCigX5SWYJWEYKWUVrOdkcnBGGwO8usNSMVC7h+SgMHi4G839eS2Zcd9FrtCgadr/6dNF/jtquz4EJUUiVDIzoIG5mXHEqOVE6b2dJXXHfJ066RiodcgzR8uj1HuemAwYWoZISoJd/aPpt5gZVdho88ExG+5NUzsGdHptuCKiWCQSsqX09J5eO1ZtubV43LD5txaHh+exEf7fCcI5GIhf7muG4+uu+LFYLY7uVhnYF8nhN/l9uioA5WSTg3jAC41GIjRyr2E30P0LUxcfJSZGdFkxui4WGdgZFIwy+/sz66CBr/ReQAvXd+N05WtHHp0GCtzKsmrM5ISomRMaihNRis39wpncu8I2iwOJi4+4qMND1FJ+e6Ofjy14Tz3/Hya61JD+GRqb2QiIaFqGQPjAzHbnDSbbZjtTmZnxiARCSloMGKw2RmaEMTauVlU6y38dXeBjxmbSiryfk5BSgn3ZMd3IIEOp8vns5yVEcOG8zXc3DO8gxGkyw0vb81j9ZxMv7GM4IlmXDUrg1krcthd2EioWsqauVk8s9ETmwee0e6Xx3UjOVjFgZJmnh+byvxVpzpsSykV0T9GS6PJxk+nqzhe3srx8rPckx3L7sLGDt1W8KQjKCViBAKP5ESrkPDBnkJmZ8QSF6igrLkj8Y/WynG63VS3Xfm+tFoc6G0O7E4Xmy7U0my2c6nB4JWevH1jDy7WtREZIOOdnQX8MnsAG+ZlY7Y7qdJb+Mt13ZCKBJyu0hMgF3NLehQv/HaRSb3CuTs7jsVHfbXoGTFaBsUH8dddVwprcrGQFTMzWHGyguyP9+F2u1l+1wDWnavhp9NXJDsJQQrWzc1ib1Ejp6r0PLnxPP2iA7zpBeDRQ7+/t5AFg+M79UPoGxVAmFrGh5N6MeSzAzhdbipbLSQHqzjSSbRqepSGhEAlIoGAlTMHeCaDlh7jnoHx7HlwCGKRkKNlLby7s4BXbujOvT+d9rudlTmVPD8mBbFQgKbdeLDBYCWnSs8XB0vY++AQpi093sHktKLVwv2/nGH9vCxC2uP+Vp7qeI1aHS5u6Bbq441xLX4+U8Wzo1OI0vpPookNVBKjU5ARo8XudKGRi70GsF3478Pl4q4/mGxOqg2d/26tOl3F5N4RfLCniOuTA+iusiARi6hb+TSK1KFIw5LQjbgbTd+bqFn+MNbKCwAokgcSMWchkrBUxAoVjrZ6bDX+C8Y4HVhKTiINTUQo/e9L8+lCF6DdM8LUikAqRyT/+wkiXejC/wS6CP+/KJrNdnYVNKKQeBY+JpuTXQUNvDKuG69uu+Sjtz5f08bzY1IY3z2Ui/VGrA4nvSICKGowIhB43OlX5lTSYLQxLDGItfOyeGNbPgdKmnC7ocls9+kMu9zw4m8XWTkzgze3X/IuNAdEa3l5XDfe2JbvMyLcO0LDiORgSlvMLD5SRkKgAqVExEeTezP3x1Pe5w6I1nLf4DiuSw0lTCVFIhYxKD4QmUTI9e166GaznetSQnl8RGKnes5qvYXXf89jbLcwbkoLJ0AuQSIS0Gp2YLI5OF/jZNGhUtZepdX9eF8xd2fH8doN3Xlpax7lrRZmrDhJ36gAIjRy5mfH8tzmXJrNdt66sQd/3VXIbxfrEAuF3Nk/ir9c143+UQHsuH8I685Wc7paT2KQknlZsfxwstKH7APk1xu5vlsoVXoLZ6r0tJrtjOvu0Rzm1nnI5qnKVu4fHM9nfkgTwOjkYNIjA4jQyChuMiEVCTHbnaSFa3hiZDJfHy5lXfsx1hntJIeoOo1r08jEhF2Vva1ViLkxLYxHhyUiEAjQysW43W76Rwew5HgFNW0WsmJ13NE/mje25XtdMNpQAAEAAElEQVSTGy4jr87QqYmWWibCDbSY7ERr5Z2S/m4harZd8kwZyMWeQs2d/aPZUdDA8hOVTOkdycGSJrZdqufF67sxPDGYFoud3hEaFh0upaLVQv/oAN6akEZCoJIP9xbywNqzDIwLJE6n4ESFp7i1/+GhhKhktJjtPLDmbAcjuAajjXt/Os36eVm4EVDeYmL+qtM0Gq28O7EnScFKylrMiIVCSppMyCVCbuwRxnt7Crnxm6Ne4pYcrOTzW9J5cv1574j87MwY1pytZlqfCF4fn0ZCUMdOpEYupluoyisLiNMpCFFJed+PXv4yVp+p5v1JPb3/r2o1Y7I7kQiFaORibuoZzoVnR5NXbyBSI+f6rw75XON59QZmrjjJ2nlZPLb2HNsXDOal61N5Z2eh93qNCpDz2S29ya83MDolhKnfXynyTe0Tyd1+iGNCkIK3b0yj2WxnybEKeoSrSQ5ScqJCT72hiI8n92bmipM+hUSlVMTXt/YlUCHmxrRwwtQyFh4q5eae4bzyWx7naw28N6knx8tbOFbeQoRGxtysWPYWNqJTSHj9hh6oZCL2FTfx0b4StHIxt/WLpqrOwFs783nnxp7sKWxk+UkPCT1dpecv16WybcEgVuZUYrB6YvkGJwQy6JP9PsfzzOhkvjxY4u3E39InkgMlTT5kv1uoig8m9eLHU1XsL24iWCXhtRu6Y7immOdyQ89wDUFKCZ9N7c1nB0oobTZ5CbRSKuKr6emEqmVoZGIOPjKMZzaeZ/35Wn6encHKU5UdfDbG9wjjiRHJvL7tEo+sO0eoyjP2fu7pUewqaEAuEbHseDljUkO5LjUEqVBAm7XzBIPDpc2sPlPFQ0M994V152vZmldHVIAcm9PV6QTRodJmag1WL+H3p6dferyc+wbFs+p0R2+Ty5CKhNcqXjpAIBB0Kj3wB6fLhegf8FbowhWE/J24UImo8w/JaHUiEwkZGhfAx+l6LB+Mpcnp8Y3RH/0JkS6SuCc2UfzaIHBe8ZMxFx6h9O2RJLx4CKdAgNvdeTwrAC4ndn0DspC4f/zAutCFP4Db4cBWX0jTtk8wXdyDODCakIl/QhbbF7Gmcz+cLnThfwJdhP9fFJd1wY8MS+SLgyWoZSJsTjcDorWcenIkv+bW0mZ1khWn42RFK/0/3EtmrJY/j+nGM5su0Ctcw3NjU3h12yVWnLzSbfnxVJWnOzU7k/t+Pk1NmxWhn9/u4+WtLPjlNAsGxbNwejpFjSaq9BYC5GJ6hKkoaDQiEwu5vW8UQxKCGLvwEJkxOn6clcGja8/x6g3dWXy0jHXzsthV0MC09AgCFVJOV+n5265C0sLVjO8eRnKIisFxOlJ1MsakhCAWCQhWSglV++9eApyt1nNjzwiq9BbKms18cbCEFrMduVjIvYPimZ0R4zcne/HRMpbf1Z9gpRSFVMjfburJ3T+d5obuofx2sY79xU1smJ/N9KXHvItwm9PFkuMVbM9vYOP8bNosdu4fEo/R6uRivYExCw/5mCReRvcwtZckT+kdwda8OlTtmt7RycF8d7ScVouDujYrI5OD2XONOZlUJOT9Sb2IDJBztlrPyC8O+pjtfX6gmEXT09FbHBwpa+beQfHYnC6eGZXSQTMP8NaNPYi+qiMcopIxKC6QYZ8f8CkQRAbIeHVcd0alBPPp/mImf3vMr/57YFxgp4v/B4cksPJkJTVtFh4dlujVVl8NnUJCQpCSggajZ0ri9n68uaOA+wbFe5+z/VI9g+MD2Z7fwJvbL/H7fYOo0lsYnhTE5N4RNBhtRGpkvLurgMpWKy+NS0UuEbEip5K8OgMzB8Tw7e39vF3WeoOVrXn+u4s1bVYsDherz1Tzyf5iFBIRP83K4NP9xfx+1dh1dpyOjyb3ZsmJ8g7d7cJGE3NW5vD5LX24fdmJ9oJKEm7cBCokPpFh1XoLrRY7YqHn+75wWjpjFh4CPB3TPhGaTnPvAarbLKgkIoobjZysbGXRoVKsThcT08LpGxVAYqCSbmFqEoKULDpU4vezcrnh8/0lbLo7m0aTjSl9IpnWJ4pmix2JUIBMLKTJaON0lR61VMKu+4dwrLyFIKWEpGAlMrEviQpTeyZH7l51muQQJU+OSKZab2FHQSPL7upPaZOJ93cXsGpWBicqWsmrM9AtVMWU3pH8erHWE3V4wHMtf39HP2K1ctLf34PLDTcvPkp2nI6e4RoajXZm/ZDD9vsHExkgo7zFwugvD/qcr825dczJjOHRoUk8s+kCy+7sT6XewvzsOGRiIWKhEJ1CTGa0lqw4HXN/PMVP8ZloZGKf63lgXKBPGsqtfX0LHQFyMR9P6c2sdj+Qy1h/rpanRibx5+u6eSUcUpGA8T1CqG3z+KnMz4qle5iaVouD89V6pvSJpE+Ep8gpl4jIitWxZm4WBqsTgcDNz7MzmL/qtHf/0sLUPDkiiRGfH/Dq+1vMdh5ff549hY18PKU3kRop8/voMImlnkLY3xl918jFvLOukO5havpHazlW1oze4tH8V/6B+z94iN5lzMqI8Zq6Xsb2/AYm9YpgVkaM1yPhWtw3KN6nMPlfQVmziT2Fjaw7V0OUVs49A+NJCFSgVfifGuvCFcTo5J0Wa69LCcJp63xy68a0MPYWNfHWMB22ryf7kHoATfoEGja/2+HvAC6zntZ936HJnIZAIkManoqttuPvGSIx8rh+4LBhrStGFpb4Hz7GLnThWlgqTlPyxjDcds/321p5HuO53wmZ/BLB459EpNT+L+9hF/6d0UX4/0WhVUh4YEg8B0qa+HhyL1JC1Xx1qJT7V58lUiPj5Ru6EaNV8Ni6s0QGyNm+YDAauZiLdQaSQ1Q8PToJu9PtQ/Yvw+Jw8e7OAu4d5NH6hqqkhKikPgtW8OiP39tTSM8IDbct9UT9SUQCXh3XnU3zszlQ0sSG87VeU63fL9WTW2fgrzelIRQI2JHfwImKFnY/OJTSJhOLDpURIBczsWc4my7U8pffLrLtvsFkxgRQfLGQfv36IRL5H+W8DL3FjtnuYktuLWqZ2EfGYHG4+HR/MSVNJp4eleyX+P58uponRiSSGqImPTKAqAA5RpuTe38+zS19IliRU9FhZBU8Lvybc2tZf76GnEo9H07qSa+IAL/dMqHAowW+dekJxnULxWx38vgIj9M3wPCkYELVUuoNNp7dnMt3t/djRFIQS497JhzGpoTw6g3dCVRIyK1tY+6Ppzo467vc8Nj6856R3faWmAABCwbFMSwxkOc253KxzkhauJrXbujOsMQgJNec2/SoAI4/PoKXt+axt6iRnmEaHh+RxNDEQLRyCRkxOmzOkg7HF6qW0i86gMEJgQgE8POZapwuNxqZmMeGJxIZIOevuwrpEaZmTEoIz45O4cO9hd7CQmKQkqV39ueX01U8MyqZqX0i+HhfMdsu1fPAkATv+zhdHifwF69PJSlYhVwiol+0hkv1Jl7bls+uggYeG55IabOZ7fkNbMuvZ0qvCH67dyBKiYgQldRHj2yyOztNIhAIQCER8emBYrLjdDw0NIEjZc3sKGjwed7RshbMdiefXENmLsNzDbk59/RIZGIRLrcbhUTs9d8w2hwcLGnmwdVnvCZ9o5OD+XJ6H44/Noz715xl+YkKfpqVwcA4XYfJisu4LjWUshYLj68/5/ViANhX1ET3UDXvT/J4EcRo5fx2saNO3Hs85S1cqDN4r++RycH8aXQKIiE8sDqXM+2xfkuOV7BmbiafHSjGYHWy64HB3N4vir/uKkQkFDCpZxhPjkjmQEkTA+N0TEuP5K4fTvqY9A1LDOKJkclM/u4YfSMDiNUp2JRbS79oLc9vuYhYKOD7O/rx3u5CZv6Qw5Z7srl66v1oWQtHfcba3TQa7bzye57f4ohnn7Nwu0Et88h+Hlt3jiaT3ZOW0S2Ux0Yk8fSmCzw+Igm7w8WSO/oz/uvDOFxu5GJhh9x5kVDgI8OZnRHDZ/uLO9w7Ad7fU8TcrFgv4a9ts1JnsDNv1SmfbWTFavlocm+ClBJkEt+f9CCllMsJjhEaOSef0FLeYqHFbCdGK+fen0/7NfNbe66G58emEqmRYmysoV+/fsQHKjHZHAxLDGK/HzlOmFqKzenG6nDx2rZ8vrilDxfq2jxkv9VC9B901QPkYtSyK/eXhEAlT41M6jCl8vmBElbPyeC2vpH8dE1sYu8IDTMzYrwRj/8VFDUaGf3lIZ/r5/MDJXw8pTdzs2I6lYp1wYNorYLN9wzk+kW+k0Fp4Wo+m9wdYVOp34JAtFbOkIQg2qwOwkJDcN+zDlnur9j3L8Rl9txLlN1HUL/2lU7f21x0FHl8f0wFB4mc9xVl793QQccfevMLNGx6G3PxMWIf34itoQxpV6e/C/8FONoaqP72Xi/ZvxoNG15HO2RGF+Hvwv8qugj/vzCGJgax9WId43uEMf6rw96FXZXewqRvjzE/O5bFt/Ujt87Aw2s9o8qXo3OiAuQsOuQ/LxngQEkTT49KYut9g2g02fjylj7ctvxEB0L0waReLDpU6v2/3elGJhFy90+nvWTgapS3mGk129HJJYiEAlbOyGDejznkVF557sf7innp+m7c1T+GW5ce58DDQ//hc+J0uREJ4IYeYcxakeP3ORsv1HLf4HgEAjocT4vFzpzMWCLbF6839AijsMFIs9lOZqyOT/7AwXtXQSOZMTqOl7fy6LrzHHh4KIump/Pc5lwvMQhWSvloSi+Ol7fwyZReCAUCglUSekVc0YHFByrZ8+AQ5q86xeHSFu764SQT08L4cVYG4WopwSop1XoLL/x2kVt6R/o1uAKPzKOgwUhUgAyz3UVFixmdQkJSsIpvb++HRCTEYncSq+vozA8gE4voExnAkjv60WKyU2+yYXF4xnbdeHK135rQg3d3FdDa3lUcEK3l9Qk9+PlUFTMGxNA7QsOtfaNwut24XG6Km0wMTwxi093Z1LRZKWkyUtlq5ufZmVgdLqQiIdV6C0uOlbNgcBwf7iti+OcH26PYtJy76js1IyOGGr2Fj/YVc6a6iPhABX8anUKoSkpGjJZHhiVyoLiRW/tGsT2/AafLzep2ucVjwxM5WNzMe5N6ej9rnUKCSirq4EsBEKGRUdNmYcP8bI6VtbD2bA3xgQrWz8ti0aFSNrYbWMUFKtDIxB2I4NW4VG9kVU6VN/4tVO3p4F/fLZQLtW2M//qw93s5uVcE8wfGcqS0hRCVlCV39EcuFtJmdfDkyGTWn6/pINHQKSTckh5Jm8XBuO6hFDaafDS3efUG9hY1Yne6iNbKiPcjI7j6uIuvSgfYU9hITmUrv8zO5KlRycxZeeUac7jclLbr70uaTdzSJ5KSJhP3DIxnS24dD687R7haxqPDEzlZ2drBkX9/cRO9IjRM7hXBmrPVnKxs5eae4exqL6o4XG6e2XSBNyekMX/VKQ6WNJMRo/VrSNotVIVAIOBMtZ41Z/13iwF25tczME6HXCzk+S1XUkzcbvgtr57CRhN/vi4VmUiITCJkSEIgp58ayaf7izlR0UpkgG+3+bKvxuUC3Ig/MB0F2Hyhll4RHkPMFoud57bk8vyYFHqGa3C43BhsDr48WMKXB0t5eVw3n9c6XW6qWi202RwIBSBEwIGSJjQyMf2iArA63X6d+L3HXtBA/ygN6tBo1p6r5d1dBThdbj6/pQ93/XDS+1mCh7B/dWtfXvjVc44GxekI08hYMCiBQIWE/tFa3C43t/WN8pEzXMZzo1OwOV0YbQ5UUjFBKimPDU9iRFIwP5+ups3q4LpuIQQrpYxddJhnRyUzLyuOr46UYra7mJsZw5DEIGL+G5z2DVYHL2y56LdY9ti6c9zQPRRNaBfh/3tIj/QUhC/VGShuMpEWriFEJeVMWQ3DxM3suDWCz86YWHmuBYAZAyKZlh6Ny+2JD+31iUcCdFP3ybz5zALCi7Zgr8lDGpWGWBuBvaHE7/uKA6MwlxxHrI3A5bCT8OIhmnctwlx4GElQLNphszEXHEJ/9CcAan94nJCpr+C06JGGJiGSdWn6u9A56lpqqTDr2V2dj1oiZ1R0DyLkGmTGJiyl/teUuN2YCw4hi+jm//EudOF/AF2E/18YERo5L1zXjZu+Peq3i3OqUs+JylbuXH7Fff9Po5OJ0crJrTUgFXfeKfnz2FRCVDK+OlRKs9nOhB5hnHpyJJ/sK+JwWQspwSqeG5PCycoWduQ3EKKSMj87lr5RWrqFqjp18O0WqkLXvkA8/9RIFh8r9yH7l/HatktsmJ/Nd8fKqDXY/k7o3RXoFBJsTjdOt7vTiC+AujYraqm4Qwf+lj6RCASw+EgZB4qb6BOlYWKPcOZlxWC0OdHJJZThv6uqU0h8yOLnB0p4YkQiv8zOxOV2o5SKCFJKUYgFDIzTYXe6CZCJidLKEVwjTO0RpmHj/IE0GG3YnC4CFRKiAuQIhQIKG4yM++oIZc1mbv47RnzNJjthKimrz1QzLzuOCzVt3PjNEW/Hc1CcjsW39yPCjwm/zemkqtVKUaOn4KGUivjldDVioYB52bHE6RTc1DOMvlEBqNtJ7oXaNoobjYzrEcrLv+fx46mOi/+/7irky+npmO1OFh4q4Xh5Kz/4mTSpNVgJVUtxutwEKSW8Mq479/7sGZd+ZmQSxY0m5l1lJJdba2Duj6d4cEgCdqeLSd8e5fHhSaSF+3o9VOktRGvlrDxVSZRWxhsTeiATi4jUyPjz2FQvqbkak3pFEKKSMeHrw97ihkDgIamv3NDNa2x438B4yppNfidiLqNnuIa9RVc6qPUGG9OWHOfcMyN5fnOul+zfPziehCAlty454ZVNSEVCXrmhG1N7e0jx1nsH8fj685yp1iMWCvhoci+GJgRxrKwFpVREfKCSz27pzZcHS32uyV/OVNMvWktps4Xru4V2OpHwyLBEn4KeSirCYHWwObeWqb0jEQkFqKQiHh+eRJxOwU+zM7hQ04ZYKKTFbOeJEclct+iQz3Xx+6V6Hh6a4DdCbfmJCr66tS9rzlYzMjmYewbFcceyK/evar2VgPZUgz1FjWTF6vwS/ufGpNBmdWCyO/Fza/TC6XYTESCnpNm/CVl+gxGhQEBJk4lhSYHIJSLSwjW8c2MauwoasDvdvDKuGxaHizPVelbmVPLA4Hje3lng3cYfvf/V9+2SJhOfTe3DK1vzeLE9ijMqQM4r47pxuLQZ61XSmTqDlZU5lby1I596g40gpYT7BycQH6jg9uUnEAsFHHx4GEJB5++vkYrQWxy8c7CK3Dojg+IDMdmc3L/6DG/dmIZGJmJfURNxgQqiAuS8+vslzte08ZfrUnG63fR9f4/Xn0IhEbH4tnTuGRhHYpCSrw57fjdidQqeHJnEiMRgBn26j8OPDKdftKcLZne6mLkih+u7haKWifhkX7E3CeKpjRf4cFJPVs7IwOV2I5f88WTXfwQNRhur/6AI9Htefaf+MP/skEqltFgcWB12NDKR11zxPwK3201Zi5kavQWz3cVveXW43TA9PZKEIKWPnC5WpyBW51uE6R6WgtuZSFBzOW+N1PDMqGQEIikapYLyFjMjvzhI81UTaRsuNrK3VM+hWWNQ5O7EZW4l6PpHqCw87Hf/ArJvo/G3D1D1GIUpbzfBE55GN+oexAFhONvqqfn+AZzGK/dX44XtBI1/AuPZ3zxd2Mge/+Fz4mhrwKmvw2nWI1IHIdaEIVLp/sPb6cI/N6paanni6AZ+qbySMCE4/iufZd/MtNC/MyHy98xFutCF/8/oIvz/4rA6XH6j4AAeHBLP9kv1PDY8kcpWC4lBSgobTXy8r5i/XJfKwLhAv697ZlQyBquD4Z8f8P5tw/laUkJULL+rP5N6RSBAgMvlJjlYxY1pYSwYHM+He4r4cG8RQUop87JiuX9wAnNW5mBxuBALBXx+Sx9sThcf7StGb7Hz6dQ+LDpc6ncfAHbmNzAkIQiLw8k/2tcRCAR0D1NT2Og/QuwyAhWSDgWByAAZ47qF0vu9PT4j8n/ecpHNd2dzodbAQ0MTWPDLGb/bnJYeycNrznr/X95q5pczNRyvaMFidzEmJZi/XJ/aYXS+M0hFQiID5F6Ccxm/59V7ncz1VjtRAXKq9B3HzAQC6BMZwOYLNUxIC6O4ycQ9P/saqR0ua2HkFwc59vhw4q9yDDfZHGzNq2f2yhwvWZOIBPxpdAoOl5vbl53khxn9yalsZXRKCK//nsfPZ2roGa7m+bGpSIQifulEh9tstmOyOekXFcBHV3XChQKPI77R5sRoc3oLTX0iA8iK1fHW9nxitJ4u/piUEMYuOuR3+wsPlbBhfjY/na5CIPAYEq6Zm4nd6SkcVLRaUEg8OezfHC6lRm8lPkiJVCzinoFxyMVC3tieT7PZjkwsZH52HAsGxTF75Skv2Z+eHsm87DiOljWz/VIDjwxLZGJaGOEBMj7bX8zDQxN45feODtIRGhkqqYj7B8d3iFwrajRzpD3qUisXc123UKYvOe7zHJvTxZ+3XCQtTMMtfSJ5e0c+MwZE82JwN9IjNfx5y0UeXnslMSFWp2DhtD48MSKRgyVN3skDp8tNkELCsfJmfrtYzweTevHspgs+BPSOflEMjg/kifXneWFsKoMTAqkz2NqLai5kYiE9wtS8f3MvvjhYzBvbL+Fyw9CEQAYnBFHaZGLVqQJmDIjhum4huN0e6cuXB0v47EAJG+/O5suDJT6E1Ghz0j1Uxca7s8mp8BQrOxTu2p8frZUzNzOWExWtXrO+x4cnMTwpCLlEhEwkJCVEycQeYWzopAA5JiWUSI2sw3VxNc7X6BkQrUUpvnId1ptsnKttIzFIyeHSZuoMNoYkBDKxZzgtZjtPjUziswMlHCtrYXRKMLsK/MdrjusehsXuRC4REaGRc8PXh32mQ6r0Fu775QyrZmV4x5HMNgcf7S3inauKCk0mO2/tyOfu7DjuHRjPV4dLWXaighvTwv0WXwUCGJUSQo3BytQ+USRV6dlV0ECAXMwzo1IobjRxtKyJyb0jeW3bJW+3P1anIClY1SGxwWx3MmNFDsceG44ANx9O7oVCIsLt9qRC/JpXy70D4/npdCXdw1QoJGKEAgFmu7PTCQyhUIBU/N9vpudyu/0WyC/jj0wL/5nRZLZTLAjh/m+PUd5iZkB79GtisJIQ1T/ue3C2Ws+OggbOVOlZclU85d92F3J73yg+mtKbcE3n27M1lNC6fyn6o6sQSBQEXf8oqt7XgVDKz6crfcj+ZbSY7Sw5b+A+qRpbdR5ut5ugcY/T9PtHV54kEBI69RWM57ejHTIToViONDwFnA5s1Xk0bHij031y20w0bHgDU/5BouZ/jSQ4FoHoHyuG2OqLqVw0E3P+Qe/fNBlTiZj1KZLAzqNgu/B/C06LgY0lZ3zIPoAbNw8d3cCgCQ+gTR3i8z3wQiBAkZj9P7SnXeiCf3QR/n9xCDvRM97QPZS+UVoOlbZwvLyV5BAl0/tG8u7OQmoNVhKClGy6UMszo5K9GnvwuKEPTwpi0jWxegAFDUaWHa8gQC7mh5xKBkRreW18dx4ZlshNi6+4kde2WXlnZwHDk4J4+8Y0nthwnrdvTGP9+Rq2XGWWV2+0YfiDxVWrxU6ATEykRk6L/4Q3v4jWyjlV2cqIpGD2FnVcaMfqFCSHqJiYFsbGC7WIhALu7BfNn69LZcmxcp4ckYTV4WLd+Rpya9u4pU8EOoWEQIUEmVjIDd1D2XqN6/69A+PIrzf4LGYyonWcrGxlR7uG+ky1npmZsURpZFS3Wdlf3IhcImJAtBapUMD+kiZ+vVhHfKCSqX0i2JJbx66CRu4ZGMvolBCitQoMVgdrzl1ZIH95sIRXb+jGvT93LELcNygel9tNQrCKkiaT3y46eDpeewobmZ15hfAXN5mYvvS4j+TB7nTzxvZ8ltzZH6fLzbZL9ezIb+CVrZdYPmMAB0tbmJ0Zi8HqoLrN8oeL6iaTDbFQzajkYMpazPxpdAoD4wMpbTJ55QUGmx2nw+MzsavAU/wx2Z18ebCUvlEBnZoCutyesd2fZmfywZ5CBny4F7fbE2n24nXd+OlUFb9erEMlFfH+zb2wu650TkPVMh4dlsi09CiMNgcKiYgIjYz8BqNXonJb3yiGJARy0+Ij3vPz8b5ismJ1fHNbX46UNjO1dyRPjkzis/0l3u58rwgNX92ajtnmoqbNSHygwmdsuqLFTKRGRmGjienpUSzrJAsePAaTd/WP5tNb+tBqdqCQCHl/T1GHzmV5i5m5q06x5I7+zM2K5YN2zfTkXhGkBCs5XaVne349ycFKtt43iDNVekx2J+lRARwobqKgwcjyGf35/lg5b17leZEUrGTNnEy+np7OlO+P+cRrHihpZvK3Rzn2+HBiAxV8fbiMO5efxOlykxau5pUburPuXDU5Fa30CFP7pCIkBytxu+H2ZSf8RlIGKSXYXS4EApjQI4wp3x9jwaB43prQA51CwsNrz/Lcllxu6RPJ6JRgXvj1IqtmZbCnqNFbrLmMW/pE0DdKQ3mzuVMvBIAYrYKMaC1Bqiuyl2aTnSq9xduJBzhZ2crSExVsXzCYjGgt87PjKGwwMj09kjELD3WQikxPj+S3i3WsO1fNUyOSOVre7EP21TIRMwfEMDwpGLlYiFwsorrVjMXh8n6O1+L74+Wsm5fFV4dL+f54Ob/eO5Dj5S0dPAw+ntybKI2MwiYTD60566O13nC+ltmZMfSJ1JIdp0N9laP+3dlxfHOkY5E2RitnTmYsdQYrk/tE0mi0YbG70CrF5Na1sb+4GbPdyU1p4dTorSQGiwlRSZnWJ7JTV/5x3cL8/t3SHqu4r6jJa9KZEqz6h535A+QSsuN01/g9XP2+of/Qdv6Z0Gax8+n+Et7YfuUarWi1sCm3ltVzMhmTEvJ3u/0Wu5OKFjMVrRaGJAT5vf+sOl3FtL6RTE+P8rsNW30xJW8MxdFy5T5U9fUclGmjkd35JZtyO/cL2VJkZk5iHyShSZR/MJHYJ7egyZiCuegoApEEaUQ3Wg8uw9HWgCIpG0vZaZQ9x1D703MEZE/vdLsiVRBuu+f7b8rdib2pjJaDywkcMR9JUEynr3O73djri6j4/HYsJSd8Hms7sRaBREHk3IWIFF2xbP8KqDXp+aDwRKePf1d0irfv+oDSd8bitvo2lEKnvApyNQ5jMwKR2BvVFxDgZ3SyC134/4Quwv8vjmClhBFJQT4jwv2iApiVEcPgT/d7SdeBkiaWn6hg0fR06gxWtl2qx2R3opGJ+Wl2Br+crqbRZGNmRnQHR/irseREOZ/fkk5Zs5myZjOZMVrWna/xmxm9r6iJh4cmEqtTEKOT+5B9gBPlLYxKDmHnNcZnlzE8KZjaNivhagkt/4FzolNIuC41hO5hamauOOmNMwOP8dQvczKJUMtYcucAWsw2BAIBIUoJZS1mDDYna87WoJaJeGJEEgNitPyYU8mcH0+hloqYOSCaF6/vxt3ZcewqbEArlzA0wWNydXVHVy0TMa57KB/v9yzMx6SEMDcrFoPFTq7ZzrlqPWEaGfuLmzhW1sLY1BCSg1X8cqYau9PNu7sK+HBSL4KUEmavPEW/6AA2zs8mRCVFd9XC7Xh5K2lhTfw8O5NP9hdxukpPrE7BgkHxyMRCjDYnwUopGpn4D/W8O/IbmJ0ZC3hy3xceKu3UwO7rw6XMzIhma149I5KCOVjSzPObc3lkWCJhahlysRCD1UGwUkqjqfOx9hazjUeGJTGuexjLTlT4LFaDlVLWzcvirR2XONbe9T5dpUcpFVHTZvEaHHaGbmFqJnx9BJXU8zkqxCKOlrdw5w8nWDM3i4MlTbRaHDyw5gwnnxjh81qr04VcLCRQKfead10+F0KBJ0rv5m+Pdjg/x8pb+P5YOW/fmMbqs9U8PjyREUnBXm+C4iYTty09Qd+oAK/b+NWE/1h5C8+OTmHBL2cI18g4UdHS6fGVNptotXgmEJJDVJQ2mfiqk2mZeoONGr2FzBgd4CFn87PjqGmzMq57KCFqKfuLmmi9UMOtfaM4VdnKzB9OopaJGZsSwg85lR2u3aJGEzctPsqqWRk+ZP8yLA5PkeOhNWcpusoDILfWE/f306xMKq4h2SKhgMW39cVkd/LrPQMRCDxGkzVtVhqNNr44WMKzo5NZdLCUz6b2YdmJCuoNNs7W6Lm+WyjjvjrsLbjNz45l0rdHcbnh2U0XWDUrk9VnqthV2IhOIeb+wQmMTglBJhKyIqeSOZmxfrX2KqmIEe0TAy6X21tgFQrgy4Mdz7fe4uBPmy/w8eTeCAUQESDnaFkzm+8eyPITFewuaiRYKWF2Ziwut5u9RY1MT4+ioNFI91A1d/WPZtXpKnqFa3j3pjQWHixl7o85SEVCZgyI4f7B8bhx+03GAM/khtHmRCDw7Mu3R8rY99BQtl2qZ2tePdFaGfOz40gIUiAVi/h0f7Ffp/WlxytYPScTlVTE2xN64HCDw+UiRivn62sI/+PDk8iI1bLiZCWrTlUSopbx4JAEgpUSPt5X7DNhsKewka8Ol7J9wWBiAxW8eWMPDpQ0UXHNPnwwqRdRAR27yFaHk12FDUz57piPd0VGjJa1c7OI0f39WbAQlZRPp/Rm6GcHOhQlb+4Z9neTCv4ZUd1m9WtC63LDExvO89u9g/6Q8Jc0mXh3ZwFLjpdjcbhICPJMUuXWGjr41ry/u5CxKSEdfF9cdhtNv3/iQ/Yvw5S7C6WlhWBF50vSIKUEsaUJU+4uAgbdSflHNxM2/S1kUT0x5u7EXHwM7aC7cFmNVH0zF7fLiW7kPbTu+xZJcAyaAVNoO7muw3aDb3yG5r2Lvf83nt+B8cIO2k6uI+6JTUgC/Rcv7HWFWKvzOpD9y9Af+ZHQW17tIvz/InDgpt5i6PTxCnMb+lNbiH10DW0n1mIuOoaqz3i0g+4AoYi2g8tpO7EWoVxN4HWPII1IJcJYhvFMHvLYPkhD4jvddhe68N+BLsL/L45ApZQvpqUz/LMD3sXuI8MTeeaa8Vzw/Pg/vfECC6enc9cPJ/lsah+MNgdvbL9E38gAxqR4ct33FzV3+n5mu4vwdpMxiUhAQpCSv/yW1+nzz9e0seWe7A5aXYBvj5bz3R392Ffc2MF4rG9UAL3C1UxMC0Pxn9BvhgfICVJJ2XLPQMpbzOTWGkgJUdEjTEWM7kon+/K4fFGjkRFfHPR2jeViIdFaOeMWHfbRYh8pa+GG7qHc3DOcvDojWbFaQlQSNlyo8T4nM1bLS9d358XfLuJ2w+vjuwPw+HqPA/jTo5KQCIXMvyq+68O9RdyUFsaPMzOYtsTTWX9q4wXWzcti3bkaTlXq2XShlgWDE3h4WKJPJ3fZiQp+v1TPvKxY3hjfg6pWCyFqKedr2rA4nKikQqobLMTq5JQ0+e9kpoVd0axanS5yazv/4Stp8hiyqaQirO3E7ky1njfDe1DZakYhEXC2Us8b47vz/t4iKlstmO1O0sLVPD48iVidnMgAGXKxCIvdwYmKFspbzCyank6gUoJYKORMVStzVubw/qReuNzw4NAEihtNtFocjE0NwWRz0idSw9nqjnKWoQlBHCpp4uXrPQY6K3IqabN6Xvf4iCRWn6lidmYsn+4vxu32FDBeur47GpmI/AYjb+8s4FSlnuQQJS+MTSWtPRs9XCMjIVDBgeKmToshi4+WsffBocToFNzz0xm/BY/KVgt/ua4bla2+n8XI5GC6h6qZnRFDYaOR9KiATos06ZEBqKRilGLPtWFxuPyaDV5GeauFXhEaXh7XjRkDoonRKihpNnHnspOcrtbz1MgkRqWEsDWvHo1MzK4HhiATCzHbnX6TPMDTQbysqb82ejI+UMGZ6jYfsn8Zbje8t7uAr6b35U9bPJGMiUFKfpqVweKjZXx3rByrw4VSKmJeViwZMTr+ujuf927qRUqIiidGJbHwYCk2p4t187I4UtrEzoIG7/2vT6SGkxWtXqnA2eo2blp8hEm9IpiXFYvF7mRwfCDNRhu9IzVo5WKy44MoaDD6RCzqFBLWzcti7dlqvjxUyooZAxiWGIRULPIpsF6LXQWNON1uPtlfQo8wNYPidTSb7Dw5MpG0cDUNRhsf7S3kubGpRGjkXld+mVjIzAExrJgxAJ1cwq3LjnvPq93p5KvDpWzNq+O3ewd1+t7guXdd/n4OiNGSHKIiOUTFPQPjEAkFXr+Q8hazX4+Ny9hT2Mi47qHE6BwM+HAvAA8PTWBIQiAykQilVIRcImRoYiAhKil3DYhGKBAQrpax7EQ5t/SJ9CsnyG8w8s3RUl68rhtJwSr2PzKM/UWN/JZXR4BMzD2D4kkMVPolqJWtlg5kH+BERStv7sjnw0m9/iG9vyeBZDgvbc1jd2EjISopT45M4pbekX8Y+frPirPV+g5eDSqpiBkDYhiVHIzd6fZKR65FSbOJu5af4PBVEw8lTWYeWH2WL27p08EYs9lsx+bseAN0GuppPbKy0310HFjMY1lPsb0Tecvj/RQ4f/qBxuZKIuctQpE8kMYtf8VlNaEdNofAUfdhOPMrjZvf9b7G3lgKQhENG98m5qFVSKPSaN7xOS6zHklwHMETnsbRUo0pd5f3NQKpgrDb3qXqq1lYK876Jfwum5nGrR8iT8jo9Hhwu7zJAl34vw+NWMaw0Dg2V3aU4gHcqAvFuOsDmja+ibrvjYRMfglbbT6OlmqqvpmLo/nKvdR4YSeaAZNR9RmPSK6hfv2rhEx4BllU2v/U4XTh3xBdhP/fAGlhao4/MYJfTlexPb+BWK2C6k4ykVstDsRCjy7yoTVnGRCtZV5mHMkhKsDN/B9P8dSoFBYf9e/gf1NaGA1GGy9uvYjV4WL1nEwkIkGHBdhlCAVwrqaN6X0j+fpImc8kQKPJxkd7i1g7N4uP9xWxI78BjUzMvQPjmJUZi1goIFQtw+nsnMj8ESQiIUnBKpKCVQyJD6KqzUJho4kz1W10C1UTppYSIJdgsTt5d2eBz4j4bf2iWHq8wq/x2ta8euZkxnKqqpUjZc0MTwpm4/xsbE4XTpebHfkNPLD6DJWtFuZkxpAdq6PBZOf5MamsOlXJwLggbl16vMN2N+XWMa57GP2jteRUtuJ0ucmrM5Ac7PFe+OpwGdPSI+kVruaBIQl8eVVHsrbNysmKFu7sF0WzWcS0JR6yEBUgZ/38LL4/Vs6CQfE+TuSXIRYKGJsagtXhRCYWIReLGJwQ2OnkRe/IAIoajdzeN5p3dl3pKmkVYgQCBUFKKW1WJ4EKCT/c1Z82q4OadpPEv+4u4MXru/HWjnzWnavhu9v7UW+w8tjwJF75Pc/rTTAoPpBPb+kDbjf3DYpn+pLj3u/Yy1vzmNE/mkXT+/qY6F0+ltcndKdGb2VFTqUP4ThdpWf5iQqW3zWAsnaTttv6RjGldySXGoxoZJ6YvDmZsfQKb+H9PYUM/ewAi6anM3NANJ9P7cPCQyU0+dGgXobe4qCo0UikRtbpdANAXp0B2q0opSIhfxqTjMPpYndBA1FaOcOTgghSSFmZU9nh2hILBczMiCEpSIlI5LmWlVIhQUpJp+kAA6K19I5QcX1KMBqFFLvTyXdHyzldreevN6Vxsc7AzYuP+rzmyZFJzMmM7bSbDB6NeZBS0oHw9wzXsONS5+O7R8pacLhdHHh4KHqLg1CVlFe3XfLJXzfZnHx+oIR5WbGMSQnlliXH2XH/YJ5Yfx6pSMirN3Rn8ndHua1vlE+xQyUV02LxPQ8Ol5s1Z6u9evF+0QH0j9YiFYt4dFgSQz7bz/2DE3hoWAJFjSbC1TKClBIMFgevbvN8xyd8c4QzT42ie9g/ZugmwE1ho5FnNl1gYlo4Y1NCeGrjBcAzGr+/qInvjpV7n291uFh8tIxWi52be4Z3OKcApc1m9hY1Mi090m9WfXKwkqr2bnmwUsqEHuHex8Sijnr4P5LdgOdcJgQpeGdiGs9tziUyQM6kXhEsOlxKTZuFP41O5mh5K3e0SzbA4/Xx0aTeVLR2LpNYfKScBYMTkAoFOBwueoSp0crFdA/TeO/L/rCvqGNx+DK+P1bOc2NSfLxIOoNMLCI9SsvSOwegt9gRCwWEa2QdzFP/r0B2zWfbK0LDezf35KtDpcz5MQexUMhd/aN4dkwKcToFsvZCocvlprDB6EP2r8bbOwv4y3WpPr41N6WFE+i3Uy9AIOjcc8FlbqEXZdyTGck3x32/u/P6BZOmP4m9yXM9VH93H8l/LUTZbTi2ugLsdUVULb4be12hz+uEMjW4XeByUvHpdAIG30XCXw7gaK3FVnuJlj3fYCk56fMaeVw/Kr+8k6j536A/vhZ1nxs67KvT0IT+6E+o+4zv9HgQCBHKVLgsRoRyVefP68L/CQQGhPBa3+vYWlWAw+37mxepCGC4TI613OPR5Gipxl5fiKXkONaKsz5k/zLaTq4nYPBdVH+/gKi7v6Vm+aNEP7ASsSbkf+R4uvDvh/9+x5su/NNBIBCQGKTk6VHJrJ2bRZDyj8edXW631/X+ZGUrL/+eh1AAd/90mtPVbRisDoYmBHV4nVIq4pFhSTy45iz1Bht6i4PlJyqY1ieyk/3ydC0vj4xuXzCIkcnBPs/ZWdDA5gt1PDsqhd/vG8xHU3pzsd5I/w/2+M3O/s/AYneyo6CB9Pf2MPrLQ9y0+Cg93t3JG9vzqTdYaTDZOkRJjU0NZf35mk626HEaH5IQRJBSSlKQkgPFjRwqaUYlFTO+RxjRWjnPjUnhxrRwntp4gTkrc1h8tIxXb+jOxj/Y7peHSrit75Xz2WZ1eCccnC43bjeEqGU8NSKJzXdn8+iwRO4fHM+WewZ6YurarDyw+oyXLFTpLXy6v5iHhyUSpJQyK8NXs6iSilh2V3/e3plPTXuRSCQUMDszFrkfwyyBABYMiqfOYMXldnsnBkJVUgJkYj7aW8SQT/dz389nuHXpCcYuOkS90ca+ogZidHK+vCWdu1ed5ufTHumCWiZmYs8I7v7plJfsAxwubWb2ihyCVVLe3VXQYZH/Q04lh0uaWDs3i1dv6M609Ej+cl0qv983iCMlzWhkYr/dxTqDjSXHywlWSflsam8iA2RM+vYoIz4/QP8P9vLUhgsIBHCktJmVMzPQKSQ8tu4cNQYb13UL4Y0JPRie2PHauIzsOB1na9ow/kFCBHjGij+Z2ould/bn5zkZXKwzoFVIeWNHPu/sLGDyt8f44mAxK2YMIDHoCoFJCFLww4wBRKhlJFxFbKI0cp4fm+r3vZKDlaSGqpBLxGgUnjHcujYbiw6XEheoIEgh5duj5R1e98GeImr0VuJ0nWuj+0YF+B3pb7XYif2D0ehgpZRTlXqyPtrn/Vtn5m3LTlRwU08PcX3h14v8MGMAz45O5vktudidbuoNNqK1V/Yxt7aNrFhdp+/97sQ0QtUyPj9QwoKfT3OpwcieB4fQbLbz4OqzrMyppLDBSPQ14+t2p5vvjpXhdLoYFNf59kcmB7PmbDXzB8bz5Igk1s3N4u0JPegVeWX09+Ze4Sw74d+jYfXZasL+wBTt59NV/HViGhHXPMfznerDX3cXMDIpiL0PDSEhqHPyG6gQM6V35ykf09Ijsdid6BRSFgyKJ+9Po6luszDuq8OsPlPN2Zo2agw23tyRz139o3lhbCpzMmOQioQ8tPYsiUFKNDL/PQeHyxMTOum7Y0z5/hgrcioRCoVM+Powi4+Uoe+kqFbZSSEbPAWTzooBnSFALiZGpyAioGNSyv8l9AjXIG0n/WKhgA8m9eKJdefYeqkeu9OTWLP4aDljvjzEpXoj1e0mr40mGweKO59WKW+Pcr0MrVzMg0MScLo8j5U3m72/NeKAULTD5nS6LXW/m7CtuJfHBkeydm4WT41M4sWxyRyZHc9zqgPYV97rfW7w+CdxW9swFxyifvWL1P38fAeyLw6KRRwcR8wja4h5+GdiHvkFgVBE8euDEcqUNG75WweyH3rLa+iP/oSjuRL98V9QdBvSYT/tbY24HBZiHv4FgTIQeWKW3+MJGHg7ttpCWo+sxFKVi8vWeYGrC/830C0glN3j7qV/sMeMUSgQMDm6OztH3YXst795nxc48h5aD68iePwzBI55kIS/HCTm0TUoknyN+wxnfkWZOoymrR8iT8zE2dZ5EbwLXfivoqvD/28EgUCAXCxEKxeTFqbmUoOxg7ZeKRWRGqLymCcZrIxODmF8j1AeX3/e2+F+auMFvr+jH5N7h/PlwVL0Fgfje4Ty9KhkGo12JqaFszLHM+a76lQVa+Zmcay8hcJrxnfXz82iqtXC4qNl5NYaCFVLuW9gPHMyY7n359M4XW4iA2RMS4/E6XZx8zdHvd1EoQDi/gE95j+C0mYzk66JLnS54b3dhfSNCuC61BCE1yz23G43nfghevfP7XYzNyuGV3+/xLCkIB5Zew6RUMAvszJYOWMAa8/VcPuyK/q/i3UGfjlTTX0ncW0AjUabzyK5f7TW68Y9NyuW4HbdpNHu5NZlJxiaEIRIKGDmipO0WhysmpXRYbpj6fEKqlstvDahB8FKCXOzYilu8nQxNTIxL23NY29RIy9c1434doKQGKhg5wNDmLXipPdzDdfI+NtNnriuQfFBPLb+ihv8V9PTWXykjO35vlMBBquTeT+eYtXsDD7eV8ykXuE+iQJauef9/Y3IN5psHClrZl5mjF+Drbd2FvDuxDQ2nK8hJUTF2eo2XC438wfG+RhRXos1Z2uYnx3H4dIWPr4mjm53YSO1BitPj0zm1d/zeG5MCs9tzqWs2URiUAhJwUpUUhG9wtWcv0b2IBB44uACZGIaTXauSw3pcD4uH7PJ7mTWihxEQoHXhf62vtHeTrXD5WbZiUqOV7Ty7OhkwtQyorVytHIxQUopKqmIilYzYpEQVXvc46yMGNosdv62u8i7zWEJQXx9WzoxATKUsisLdxceY8P7BsWz5ERHsn8ZXxws5u2JPZnxw8kOj/UMVxOtlfPosEQfx3jwxMnd1DOc17Zd8vvZ3j0wlhXt95A3tl/iuTEpncokHK4rmvXj5S3U6K2khqi9coGdBQ08OjzR6/jfanHQYLQxKD6Qw6W+8qRnRyfTYLQx4vMrTstfHyljcFwgX07vw7DEIMpbzGzOreWNHfl8e3s/qvRWr4/EqUo9p6r07C5s5L5B8R18E9QyEc+MSmbeqlPk1xu5b5BneipEKSFQKSFCI6OmzYrN6eq0u+5uN50UCQV+vVECFRKitQqOPDacc9V6cqpaSQvT0CtCg0QoYOu9g5CIhMRo/9jETi2T8Pr47my7VN9hmmBct1BOVLRgsDq4vlsoWoWEkmYTn+0v8T7njn5RFNQb+HFmBstPVLDxQi3dQlWsmDmAH3OqWHKsgql9Iljqx/xtau9I3ttd6P18ztW0caS0mXXzsjhT3ca+4kYC5BJUUhHhahnROgU2hyfZozOkhqhwulzeSaV/NbSa7QgF+JU6xGjlLJyezmPrzrH4tr4IBfDAkARC1TKsThevb7tEUaOJylYLW/PqiNMqGJ8WhsPpJkQt9fNuHkhEAoQCz+/d5F4R/PWmngiFAh5bf45lJyqwO13c1DOct25Mo3uomsDRD6A/sgp7ve99VZ0+HqexBVlMbxbn1PHp4SoyY3X0ClWikYgR6quQx/dHrItEO3gG1opzOI3NmIuPEX7nB1QumoHLdEVWIFTqiH9mKw1rX6H10HJwOkAkQTtkBlHzvqLq+/uJe2oLxry9mM7vQKQOQp1+I22nNtG6fwkAbcfXEjT+ae82HSY9jsYSmncuxFx8DLEuisAxDxB9/3Kqv1uA6eJuzxMFAjQZ0wga9ziWirNIg+NxtlRjc7uRBMchkv/fjHTsAigVGgYrNGwZNYtWpx2R0457+6fwyccE3foWprx9uG0mxGHJRM5bhKX4GPpjv4DTgTpjChGzP6N5z7e07Fro2aDLBQIB5qJj6Ebei9vR+dqvC134r6KL8P8bweF0UdRo4kJtG38ak0KQUsqJihbe2pHv7Xy8PaEHDpeLr25NRyAQYLQ5qNRbGdctlCq9hVazg1HJQcTqFATIhGyYn8XZ6ja2XapnyKcHcLndLBgUzydTevPounNYHC7m/pjD57ek43S52XihhmCllOl9Izlf08YDq6/E1NW3d4Nu7xvF+zf3pNVi5/a+0ZS3mrn35zM+o8MPD00krH0h4nC5UEUmcL7WgFIq/sORT3/48VRlp4vrN7fnMzo5mDmZMXx0FfnbmlfPLX0i/S5WAW7oHsbyExX0DNfw+rZ8pvf16ACdLje3LD3OhWdG89LWjt4GOZWt3NY3il8v1nV4DGBEUjA5lR5d4MS0MM5W67E6XKSEqJiWHuk1DVPLxLjanfIvQyERdarj3pbfwI6C/WxfMJi1Z6tx4yY+UIlQIPAmGciu6uiLRUIGxQey96GhNBhtuNxuAmRiJCIB2y818PmBYlxuT0Hi8RFJaBUSvjvunzgGq6TIREKGJgSSEKhAKRV5HdibTHZyKjvmqF/G3qImHhvu+S5c20luMNpQy8ScqGj1akxFwshOz+1lCAQe0v3loRK/j+fWGojVKXhpXHe07R4PQoGANoudd3YU8N2xcpbd1Z/152pYdqICi8NF/2gtr97QHZ1CxOyVp2g22Vk7N4vCRhPFTVcKYQqJiA3zs9mSW+v5vl/1cYn9VJhyaw3ea+j448NJDFKS32Dio31F7CpoIEQl5bFhiWTE6NqnSlKZmxVHk8mOUioiVCUluN1d3mJ3IhSAVCxCIxMzJjUErVxM7R9M0tQabMTq5Dw9MplPDxR7PRtGJwfzxeQemOye+MRNd2dzpKwZq8PF4PggzlTr+euuApbe0Z+5q075ENfRKcEMiNF5izKnq/SopH/8UxWokPDx5F4kBCvRySUoJSKyYnUcK2/B4XLz/bFyPpvahyc2nMfqcPGnzbksv2sA+4oaWXy0DL3FwYikIG7uGeETN3oZh8qa+fl0FcnBKsamhpAQpOThYYlUtlh4fkwKt7THI6ZHBVDQYOTzgyW8d3NPRqcE8/XhMuqNVoYkBDG1dyR/3pJLvcHG/uIm7s6O463t+fSM0DCtTwS7HxzMDV8d8bnW/CFMLfNL9gEeHpaIVCz0ZqBPSAvH6nBysdbAI5tz2VnQgFYu5oHBCSwYHP+HRnZqqYg9Dw7h8wMl7Mj3vG5mRgyBSgn3/3IGpUTE6adGEheo7BCzmR4Z4OmAfXfFwPJMtZ7VZ6v58pZ0TlS00CtC0+EeGq6RMaVPhI+EJDJAxhsTevCXXy8yIyOGx9ef9xYaE4IUfHtbPxKClNS0WRkQreWkn3vGmxM8+eoVLZZ2idp/L1pMNqrbrJytbkMpEdIjXEOsTv7/vbhQ3mLm19w6lp2oQCoW8PDQRAbFBxJ5VSqBXCJiUs8wBscPZ+6PORy5qkAao5Xz1a19eWjNWYqbTGzOrePdiWnUGayEq2WkhWlQSEQd4y/xFHUyY3QU/XksgUoJzSY7I7446DONteF8LTvyGzjxxAi6hcaR8Pwe2k5tpPXgcoRSJYHXPYzL3ELz7m+ImPkxhqMuLA4X+4ub2F/cxDfHBUzqcRsTR8/lxoAqar6djbOtAXPRUUJveZ3qJQ8Sfd9SrFUXsVbnIg1LRt13IrW/vIjhxOorO+u003ZiHdKIHsQ8uIqmXV8hEIpwu13YG0qo+Gy6L+ESCBCKZVhr8nG01SNwuyn92/W4r+rUG3I2EDr1VUJveweXvg633YJAqkQSnoKjsZSWHZ9jKc3xPFkoInDUvYRMeRmJtvPJmS788yMsIIQwwGW3Yhs+l4bWWlr2LyXuqV8xnNmMNCiW6u8XYLq4x/sa44UdyOP6EXXv97SdXIuztRZ1+nhqlj6MWBuBy2pEpPIfhd2FLvx3oIvw/5vA6XJzrLyFm7896qPjvSktjJ9nZbLwUAnzsuPYVdCAUCggI0aHQCBAZBTQIrGTGqLkm1v7YrA5OFbWysRvjrB6TiYTFx/1+XEH+GR/MS9en+rtYNYZbPx5Sy4/zhqA0eakWt9GZqzOL+EFT7TPI8MTeWXrRW5KC8doc3i76REaGS9en8q09Cj0Vgf1Rhsrcyp5d1cBBqvHfXpSz3A+ntKbuD/Qaraa7TQYbaikIs7XdDR2u4zSZjNtViePDE9kzbka77GuPlPN+vlZbL/U0CHjfnp6JD1CVbwxoQf59QbWzcsiJVjFxvnZWJ0uTDYnNW0Wv7Fip6r0vDSuO9FaeQd3bJlYyD0D43h03TnenZhGSoiK17dd4q839eTGHmF8c7gUsUjItPRIwtVS7h+SwEd7r8Rzme1OgpUSBAL8dkvlEhFNZjufXmWg+OaEHoxOCabOYCPMj1lVZIDcu7DcV9TIhG+O0C1ExcNDE4nSyojUyJn9Yw4fTuqNwdrxeF8Z1424QCVv7sinstXCwFgdP8/O5NP9xfx2sY6iRhNRAXKfJIWrEaOVs/F8LXf2j+bjfcWEqqXMzYyle6gap9tN01U6+dR2Y7JXfr/I6+PTWHTIv2v9bemRqGUivxrpy8ita2PhwVLmZ8fyfLvutc5g46N9RbjccMv3x1l2V38eHZZIjcFKYYORvLo2nO1Z8z/cNYDKVjPv39wTvdXBhdo2eoRpGJnkKaalhqqwOFx8cbAEu9ONXCxEKfWQOH8RceEaGWEqKUWNJrbk1hKslOB0uTla1sKMFTnMGBDN82NS6BkRQEKQkqsVOVV6C/VtVrbl11PUaGJoQhBDEgL568SevLe7gMHxgZ2e/8HxgRwoauSF61O4f0g8LWY7KqmYEJWE8vxcrIHxLDpUyjdHyugToUEsEvDJvmKvS//dA+M4/OgwDpc2U623MiBGS3GjiTkrc7zf0YRAJVaHi7RwtV+zyHlZMQgFAr44WEpevefxCI2Mt25MI/VSPStyKvnlTDV6i4MfZ2ZQb7AiEwuJ1clJDVHx6dQ+7UZ2br4/7t+bBGDJ8Qr+NCaFcV8d5rd7B3Gp3sCh0iYeH5FMUpCS8lYzU3pH8PmBYq5LDWFlTiVJwSp6R2jQKgI5U9XGxMVHcLrcvHh9Kn0jtSw/WYHZ7kQnF2OyObE5XOx7aAitFgeD4nR+tdM9wtQEKaWMTQ3xRnpexsNDE0gL79hBvFDTxqBP93sLu00mO2/uyOf3S3X8NDvTR9deb7DSYLRhsTuRioWUNJlpMdu5f3A8JruT746Ve++ZrU4HFS0W4gKVWK4hhHGBCm5fdqLDvcbthue25LJ2bhbBSglvTejBj6eqMNmdTOoVzrQ+kcxckeNThH1hbCrPbsrltfHdmfztMZ/ib0mTmXFfHebM0yN5Yv15fpgxgDVnq/kxpxKLw0W3UBXPjUnFZHey8XwtgxICiQ9U+PUsuIwWs53aNivFTSZ0CgkxWjnR2s7H+itbzfxtVyGfHij2Hq9cLOT7O/oxMS0cVSfShf8qylvMXLfwEPkNV67PXQWN3NA9lO9u7+cTRSgSCHhhywUfsg8ec80Fv5zhlRu6cfeq0wTIxOB2IxEKsDldJAUpWXpnP2atyPFet+Ap6Lw8rrt36gvgp1PVHdYDAEabk3d2FPDKDd2IDYohaOyDaAffBQIRIoUGe1M50sg0yj+eytS7NvDlVXYhTpebtRcaWHsBChck4Wzv5BvPb0eZNobIOV9Qv/ovOPS1SCO6gVCCQCTxIfsCsZSw295BrIvCdHE3rfu/R5s1HYFUQfFLA/ye24DBMzBe2kv1N/OIf34P1csf8SH7l1G/7lWS+k+i7KqCQfzzu6n+/n7fSQaXk+adCxGpggmZ/BJCSeeTE/bmKpxtDbjdTsSaUMS6KATCLgXuPxuEEhny6F5EzV2I09KG22YmaPxTGM9u9SH7l2EpO4XhzK+ETHoR4+lNOFprcBqbCBr/JOLAKMS66P+Fo+jCvwu6CP+/CcpbzNzw9eEOpGtTbh3dwtRM7h3Bg6vP0miyEaOVc0ufSCID5FgdTl7ZeokN1+idg5VSylrMfn/cAT4/UMIHk3p5R5YXDI5nb2ETBquDnQUN3D8kvtOcdPBE8p2rMdBmdTKpVyRZsYFYHZ44NIvDxRvbLlGtt9AjTOOT/+12w/rztZS1mNlyz0DCNR3HVgsbjTy29hy/5tUxPyuO7Dhdh+7UZaRHamix2Gk02tjz4BA2Xajlx5wq1DIRYiHsvH8wGy7UsPpMNRqZmAeGJNA3KoALNXpq22xE6eQcKmnmtd8v8eaNPXhwzXmsDidr5/rX/YHHrX/LPQN5Z2c+P5+uxuFyMzo5mLduTMPldvPDjAHEBMgQiYT8MieT93YX0Pu9C97Xv7w1j/du7smjwxJoNtlYfrLS2w08X9PGPdlxfH2kI7F5fHgSy6/RDX91uJSVMwcQIJNQ1Wqh2WRHIfG4s8vEnnFahVREVauF2StzMNmcnKrSc2rDeQA23Z1NgExMjzAVX01PJ6/ewLITFdQZbNwzMI4Ws4NXfj/lfb+iRhM/n6lm+YwBFDUaWXaiggWD4r1mZldDKIDru4Xy1IYLzMmM4Y5+UdzaN4pP9xfz1eFSYnQKnhyRxMb52dS2WZGKhcz5MYe3JvSgtNnEremR/HzN5x6ukXFH/xhazQ5kYqG3Y30tkoNVNJpsPLMpl9/uHUhEgIwDxU1eJ+yMGC1tFgd9P9jj/dvzY1JwuNzsf3gYx8qaabM66B0ZQGGVkf1FTfx2sZ7+0QHUtFkwWB3MzohlfnYcYqGgnUiL2L5gEHf9cNLHFVsmFrJubibNFgcf7i3iQHEToWopfx6bSpvVwTObLvDDyUoeGppAncHqU7ip0Vs4WtbMXctPehfzCw+VEq6RsffBITw7OoVWi4OfTld36PBp5WJu6B5KZIAcrVyKVn5lAet0OilxOglRSb3dwWsTBQQCcLpg8Cf72f/wUB5ac5aP9hV1KIT9aUwKNoeTJXf057Zlx32SJLqHqnhiRDKDPt3v87qaNit3/3SKNXOy+C2vjiaTnd8v1fP7pXrev7knNqeQrw6V+lwHd/SLwv4HJnVtVgcKsYhqvZUP9hQiEMDQhGC+PVrG6xO6E6yU8rddBfx6sZ6Nd2cz78ccZmXEdjDgfGFsKtV6K69vu/L3tedq6Bmu5qdZmbjdHunOKzd057F1571FDPCkG3w8uRcSISy/qz959UZ+zKlEIRExY0A08YFK78TGZTSbbDy98YJf/fqx8lYu1hoIU8moNVjRW+zk1Rv5cG8Rh0ubWTUrwyNDOlPd6T3S2k6+b+kTyft7rhQYWy2OTk0iW8x2JCIBk787RqBCwu39ohiZHEyjwco3R8p8pl7AMym0q7CRn09X+TWJdLjc5NcbCdfImLbkGNP6RPLdHf0QCgTU6C28t7uA18f3IFQlxeF002i0ER7gX9JQo7fw7OYLLD9xJX0iXCNj093Z9I/SeqeorsbOgoYO8XQWh4u7fjhJzpMj6RP535+37XS6WHKs3IfsX8bWvHpOVekZf9Ux1httrDvf0bcEPOsDlVSMXCxkfnYcDrebF7fmYbQ6mZAWRnasjqOPDWNHfiN1BiuD4gPpFaEhKfjKpITJ5uDn052nOmzLr+fR4YlUtFoIUUoJ0yjRtXuGCBVaGpY8iKOpnDjDRYbHR7Kv1Pd+oZSKEOqiiXtqC+UfTcZtM1H/y59pje5F5OwvEAWEIRAIsVTnYqv1lRBFzv+a1oPLMZ7b5v1b4+Z3CRr/FLFPb6Xup2cRCMXYmytwttYiDowmcOQ9FL08AIQihHIV1rLT+IXbhbn0JNGPrgGHDdye45EExXSQLgA0/v4RulH3Ig2Jx2W34dDX4nY5wOXCjRtnUzlVX8/F3ui5N4k0oUTO/xp1z7EIu+QA/5Rw6Oto3PJXWg8uI3zGp+gPLe/0ua2HVxK9YBlCsZTqpQ+hyZqOpt/NSIJjEYj+9aRGXfjnQRfh/zfBsfIWvx1WgK8Pl/HltD5e1/CKVou3u2Kyu9iU23GREKOTU+BnoXEZl0eGAQbH6xiRFMyKk5U8NSqZC7UGbxJAZwhQSAhUSJBLPM+73EUuazYx8ouDlLeY+WHGAB5cfcbv63Mq9ZS1WDoQ/vIWM2MXHvIWKn69WMeDQ7PRKQpo8WME9dSoZPJq23h0/XnOPDWKB4ckMHNADGKRwDtm/GRIMnMyYqhus+B2CzhR0YpMJMTscNFmdZIdp2NAjJb7fznD6+O7M/fHU5yp1pMYpOywsAWwtRc23hjfgxfGdqPFbCe3To9CIiQpWIm6XWvtcDr5dH8xCw91JO9Pb7zAyORg1DIxq+dkeoolEiGnKvUMTQgiTC1j0eFSGoyeAs/jI5KwOVysO3fFMFAtE/HFtD7Utlk5UdHKmrOe4sPU3hGMTQ1lyneHGZEUzIvXd6PRZPPJjL+MVrOd9yf14sE1Z7lUbyQ1RMXHU3qzr6iJG9PCuPnbox1e43C5eem3izw0JIHH1p9HKhYyPyuWb69yLJeJhXw8uTffHSunX3QAMTo54QEypi897u2wtda0cfdPp1kwOJ5AhYSNF2r520092V/cRLPJxkvXd2dy7wi+OVLmjeUbkRTMA6vPMKFHKHMyY/jqcMdzG6HxOLRfNsH6aF8xg+MDfcbOHx6WyOPrzzEqOYQQlZSLdQZ6RWio1lsZ8ul+n3HsuVmx3No3iuMVLTSb7ezIb6Bab2Fc91BsDjczVpxAb/Fcu6OSg1l+1wCOljez/lwtmTFapqVHUtpsZszCw15Snt9g5GBJM3OzYnl6ZDJ/213ItksN3J3tO75d1mLm7lWnfTp34El1mLUih833DCRC42LPg0N4fN05DrZrqkclB/PcmBSUUhEpfzAeHaWR8vyYFL/TPDMHxPBrbi0Ol5u3duTzwnWpzFl5yvu4SCjgz2NTKGky8afNucRo5bw9MY1IjYz8BiOhahkaqcjTHfYzLeN2w8JDJfztpp58tK+IOJ2C2ZmxnKhoYUxKKM9uziVALuapkckMiNEiwEPq/bnbg8eo80iZ5/jXnK3hk6m9mb/qFOvnZROkECMVC1nfTqie3nieb2/vT02bhXsHXimwqaQi+kVr/aZwXKg18P3xcuZlxRKlVTDss/28Pr4HWoWEsmYTMVoFFoeLB9ecZet9gwnXyAnXyBmRFNxhW1dDb3Wwu8h/1JlSKkIjF/PEhnMsOV6B1eEiMkDG0yOTGZ0czObcWmYMiOk04UEsFBDfbr6YGKxkYloYm3PrvOf/j+BwuiluMlGMxxx29ZxM+kUFoFNKfdIJANxASrCKo2XNzM6MQSMTk1PZysGSKx4M3x4t4+0be3Dr0hP8eKrKJ1IwVqcgNURFUZOJn4+X02K288Hk3h1MCx1OF18dKfUh++C5HsYuPMSpJ0d2eE1pk4n3OvEEcbk96QDvT+r1xyfjP4E6o41vj3U+kbLocAljUoKxODymfHqro0M039VoMFhZMCgep9vFsM+ueFisPVdDn0gNn07pzS19IpCIhAQqJBhsDurarAQrJYhEQsRCIUGqzqV0WrmYXy/W8cKvniSYG7qH8vHk3gSrJARYWjGc3gKAc8V8Fi9Yz7rkCL441erxCEoN4uXxvYjSgECRQfKb5zCXnsDRUIo0sjvGC9tp2PQ24be+g8thRXGVkZ48vj+Olmofsn8ZTb+9j6bvREKmvIKt8hyS4ASk4SmIdZFUf78AnA6i7lv697/MCGjZuRDDqU0ACFWBhE17A0lYMq37vvd5pttqxG0z4WitxZh/AKFcA24ndb+8QPi0Nyn/eLKPtMDZVk/FJ1NJfPkYisQ/iAHswv8KbA1llLw5DEez557hsupxOztP6vE8JsBls5D48hGESh2y0MT/ob3twr8zugj/vwnyGzrPTW+zOlBfNXLYNyrA68AuFOB3kVDTZvVxAb8WGpkYnVzCz7MzCVVLOVOt56lRSWw4X8Pnt/RBLRUxPDGIfX4cgDUyMSqpiPsGx/sYS7ndbjacr/WONIuFAp/ItctQSUWMSg6mzdLxpnu8vMVnKqFKb6Gq1czKGQP40+ZczlR7ugphaikvj+tOsEKCWCBAJBBQ02YhLlCBVuG7qBG2Z1eb7S7ceDLEj5Vf6cBedk4fnhiEQCAgUCHh/T1FfHVrOlO/P+ZTiFFIRKyek4nd6SL9/X1YHS40MjEzM6IRCUVUtFoYFBdIkEpKaYuFhZ2MpQOsyqkkv97A51eN6F/G6JRgfr13IAIE2JxOHlt33ms8dhmPDkvC7nTz3u4iDpRc+Zz2FTXRO0LDkjv7M+iT/ZytaeOjqxa0YqGAKb0jmJ8VS0WrhesXHfY+VtlqYXdhI+/d3BOz3el3HaWSiri5ZzgjkoL5/b5BhKqlTOgeyvS+UeTVGVBKRYSpZXx5sITt+fXsWDAYnULMUxtz/W7vcGkzK2cMYErvCM7XtDGpVwTnavTMXXWKCI2Ux4YnEq6R886OS/x1l2fh/tXhMo4/MYKKVgtbcq9o/uMCFfw0KwO700Wb1fPdK2kyYba7iNLKCVFJaTDaiNTI+O72fmy7VE9lq4WZA6JJClYxc0VOh/37/lg539zWlxFJwYxdeMh7DO/vKWJoQhCLb/N0tt1uj2ng7ctOsHZuJjP6x+B2u/n1Yh1v7yzwq7H9/lg5G+/O5qN9RYiFAp/uZL3BSlmz2ZtPfy2OlrdQpbdQ3mLmYl0bDwyN55OpvREIBIiFAgLkIuJ0yk7HnIVCITUGG5EBMt6+sQef7C+mWm8lSCnhvkHxpIaouPdnT9dsw/lanh6ZzKFHhlGpt9BgtJEWpubLgyV8fcQzwVPRaiFUJeWZTRdoMtmpN9qY0T/ab6HpMk5X6flwci8GxWcgEgio1VuYnRHLzBUnEQsFrJgxgHd2FvBye0Fi+V396RGm5mKd7/1SKRVx76A4prdr9d14PiS3G1bmVHL/oHgi1HKv/4RYKMRid9AvKoDsWB2PDU/k0/3FJAarfHw1/H1eczNjCVFJGJIQxIJfzqCSighVS2k02mmzOnhqZBKRms7Hga+F2w3KTvw73hjfgz9tusCBq4hztd7KUxsv8PHkXpyv0aOWinj9hh48tNbjFZEWrmZAtBaTzUl2vI5QlZTyZhN6q4M3J/Tgheu6caKiBalI0GmhQKeQEKqWcuKJEWy6UMv7ewrpFaFBJhZ6vGUeH47D7WbhwVK+O1aOXCwkM1bL4IRAlhwr9xS4UkJ4fmwqj687R2GjCYfLzbCEIL69vS/Pbsr1RqaOTg7mz9elMuGbI9QZrNydHceEhCCmfHeUX+8dRLBSirT99666zcpHezt2ZcETqXmioqUD4bc5XZS3WPy+BqCgwYjd6ULyBxKC/yw6I/AqqYiHhiSy9mwNCw+X4nK7+evEnj7+KNdiQIyWzBgtgz/r6GFxtrqNLRfreHBIPC5g5akqDpc2MbVPJHVtVsx2F4MSAnlhbCqrz1T7nSaZlRHDT6evFNO25tXz6LqzPDAkgcGRKgQSOW6bCbfNjO3TcUxLHcrNA+8FqYrI6GBEjSeo37gce2MZgWPuRxaeilAsA9yIlDrCb30HSWgiooBwBEIh8rh+WMpOocmcRuuBZZ2ew6adXyAQS9EfWgGAODCKuGd+x95YjiJ1KPa6QkSqYGQxvbFWnOu4AYEAeUJ/qr+9B3X6eGSxfXGZW6lf9yqRc77EcHIDTuOV30+BVIlALKft9CacbQ3I4/pR/vEUVL2up+3kOv/GbW439RteJ3rBcpD895gVd+G/DrfbTdvJtV6yD9Cy9zuCxj6EKW+v39cEZN9G895vMZ7ZgqT7GFRBcf9Tu9uFf3N0Ef5/E/SN1Hb6WIxWTqBSQq8IDUPiA7l/SDyh7WO/OoWE0cnB7Cr07RDVtllRyTwLUX+j+Y8MSyBGKyO/3kByiJLp6ZEEyCXcNzCeqjYr4GbRrelct/CwjwZeKhLy9W3pWB0uru8W4tOh11sdrLqqayMUCJCIBD6LixfGptI/RsuvuXV8f7wCvdVB/yitV2d4reYV4IHVZ1l2V3+eHJlEgFyCw+XC4XQjFnnymFUyN9sWDMbl9j/eXddm5dnNFwhVSTlfa/Ah++DRmM5akcOKGQPYmldPRICMzBgdaomYvQ8OZVdhA6cq9fSL1jKpVzg6uZibFh9tNzgL5KVx3fjyYAlLj59FIxNz/+B47h4Yh9Pp9juVcBk1BhvRWv+Lg5xKPRfrDLSYbPSJDPA6ml+NMSkh5NUbfMj+ZZyraWNfcZPX6VwtE3n+ScUsvr0fa85UY3a4/I7iA7zyex57HuwYeaSRiVkxcwBfHChhwEd7cbs9TtB3Z8fxyLBE3tmZT26dgXqDjYwYLUcfG87FOgO/5rUxrnsoj49I4m+7C9hX5NnndyemIRUJmfTdMYoajayfl83zW3I5d5Vvw68X60kLV/PaDT3YcMFD7sM1MoobjWTG6nh1XHcuNRgIkEm8mfJOt5vdDw7BaHVyvLwFjVxEiEjqiVjbmU9tm5UZK056F+Ru4Fxt514Rnx8oYVKv8A4FiwMlTQxJCGRMyhW99plqPZV6C4nBKvQWJxKRkEPXuM1fjWNlLaSFabiheyjaq5z43W68RYvO0GK202Sy0T1MQ369EZOtlTC1jM8OFDM2NYQnhichk/gfQ5Rrg3ls/Xk2XahlSEIgm+7OprDRhNHm5IcTFR2c+6ViISkhSiQiAVa7g8JGo7czHqqW8tOsDHIq9V7TSvAUHuP/IN4vPlDB/qImHljjuXZmZ8SwYHA8X0zrQ1Gjibd3FPh8vx9bd57v7+zHbxc9Jmgmm5PxPcJ4aGgCL2/N85Lmqb0j2ZbnIe4FDUaCVBLP2Pf8LMCT2f7bxTpe25aP3eXi9n5RPDs6hUClhIfW+CEN7TDbnYiFAnQKKZ9N7UO4WsZ3x8opaTKTEaP1RAaqpFTorejkTu99+o8QppYyJzOWLw6W+PxdIRERF6jwIftX480d+Wy+ZyA/napiUq8IdiwYjM3l4mKtgV2FDYQopYxODqFSb6GowcSff73oLZgOitPx1W19+ea2vkxbctzney0QeK7LB1af5XBpMzMzotn9wBDcLjdvbs9n6YkKjDYnsToFr97QnRvTwhAJ4GhZi0+6xp7CRsLUUpbc2Z9blx7n4aGJhAfImZURy8C4QBpNnmjY/cVNvLI1jydGJLVf1yYajTZidQpyKltZeqycW/tFkRWrw+Z0/eE9Na+u41SbXCykX1QAuwv9T1EMSwz6/0L2Q1RSZgyI5u0dvtfR4PhAvpjWhwdXn+FQaYv37+/tKeT+wfF8cJXs4so+BqKTS9hX3IhC4r8osPxEJbf3jeLx9afQyMVMS49kynfHfGRPU3qHs+P+wT4pF+D5LYnSKjoYsP5+qYG3bkyjxgJhYx+k6df3vI+Zi46iCQhFO3wuIocJp6UNRfJAAq9/hKYtf6P10A/Q/pusTBtF6KQXqVh4F+KAcMKmvUnUfUup+Pw2hDIlTlMLncFlakESlkLAwNvRZN6CQCDEWn2R8Ls+wF5fRMOGNxGdWEvErM8p+9v1HQh5yKS/YC46TtyTmzGc+RVbYznagbehHTITBCKi7ltCzdKHsDdVoO5zgyeaUCpHHBCJ8cJOrNUXcdutSEMTsZSd6nQ/rWWncVkMCLsI/z8NXGY9/4+9vwyP6l7b/+HPuGcycXeDBAIJ7lKKFCsUKBQrbalAXXe767br7i0tUihaoIq7O4FAEiLEXcf1/2LCwJCELfe99/17np3zOHjBzGTNmjVrrfle13VK89E1Xo9Zik8jCYxBFp6Gpcz7Xi8JiEbTYwKFL/VCFt4Vk1PI/759aCc60T46C/7/EvjIxcT7K9tE4wE8PjSeYJWUBX0i+fNiDa9uy2PRwBi6hfgQpJHx4eQ0+n28v80E8VhxI9sW9mfyD0c9ulqBAOb1imDxwFi0CjH39FMjFgmpbDHTbLajlIqIvMYV+tBDgzhe0sjegjriA1QMjw9AJhKgkYsJUsu8podioQCN/Gpx8cfFKqZ1D/PEdz0/yq2NvTKFA1hxopS+Ub4sndkTtUxMasjVrOsrKG0yM3XpcR4ZEsfoJDV2p9vs7f29Bey65F7EDY3z59vp6e0e2+OljSw7XsrGO3vz/t62iylwa9PNdicxfgqmpIXiAgZ+th+nCzLCtUT7KVBLRejkEhpMNo4UN6KVi3l+VBJTfjjuOfYGq4OXtuby+4UqVt6RwbD4ALbl1iAWCugT5YtUJORUWRNNZjsTuwazvINItUUDYvgtu4q/jkril/OVLJvZg4XrzuJ0uZCIhJQ0mvCRizrMPgdYeqyEaelhHL7cQG6NgXfHpxKglrK41e15Zs+wDgtKvcWB3uIubq415/rrTYm8sT3Pq4C1OVx8eegyIqGAr25Lx2C1Y7Q5UEnFTF16zEvTLRcL+WFmT6x2JylBasqazB5tbUa4lqyKZq9i/wouVOm5WN3icXZ/cVQS6WE+lDaZefq3bC43mPhsSjfuX5/lKWoAbkoM4NUxKdQbbYRrxfSJ8uW9iamkv7fHa/qmU0g69LsAqGwxeyIVr8cPx0t4Y2yKV7PqUq2RQbH+KCRCZJIbFxMioYDZmeEEqCQopFevH3+VlC7B7uvhSgLAtd+FTuGOifvy0GVPzCa4j/Ent6axNbeGihZLh1nuLrmG3y64J/gHixpYc7qCYyWN7Lx09XMIBTCjRzi39whDIhJS2mQmXCsnSCXj22voyl/dls7+wvo2CQt/5lSzYX5vvjta3O6086nhCTy6+TwOp7s59vH+Qnbn17LyjszWYte7mVVntDL5+2NM6BrMwQcHUdpo4tfsKmYsP+ExcQzWyLgjI4KJrXKUrsFqAlVSJGIhSYFqqlqszP/ptBdjJqsih2+PFLPj3v7M6BHmdTyvxdiUIMBFjd5CmFbO+xO78tTweGxOF1UtFkoaTdQZ3YZysX5K4v2VJAaqEV3D3DC3JiMIBQKC1FKUUjEPD45lT0Gdl0Gp2xi043OyWm+lsN5IkFrG6tOlLB4Ux9hvjnjJkJYcK+GvNyWit9i9rovDxY0M/OQAJx8dzO939+X7o8VcrDbQJUjNrMxwVp8q96R/LDnqbmjM6x3BF9cwlkoaTSxYfZpvp3dHLBK2G6VZrbfy5cHLrJ6d6TmHRUIB4Vo5hfVGxn93lHfGd2VaehifHyyiqN5EWoiGx4bGMSAmnuzKFu7pH82uS3UcLW5kTmYEYT7yNkasV5AZ2bZxHqZV8NxNiewpqGvTsNPKxUxK/fc4sktEQhb2jWbFiTIP661/tI7nRyWxJ7/Oq9gHt9Hs51O68cyIBD7ZX4jB6kAkFDC1Wyh3941i/HdH6RWpZd3cXvxt5yXP93MFRpv79dE6BbMyIpiw5GibpIiN56roHanjwOKB/HS6HIvdyW3d3Yk896xpXwNfUGfERy6my7hn0J/ciLXqEqquI/Af+ySWmkJkYWlYik/hsllwmJqwVRegSh2J4eIu7PVuzxnjhd1UmVoIGPcUVasep+TDCYTM/ZygaW8g0gShSruZpn3ft/v+qrRRyCK60XLiZ8q/mY/LakLkE0TAxOdRxPXG3lyFvaGMum2fEPPCYRp2fIbp0mHEunACJ78IIgkCoYjSL2bi02sq2pShVC5b5Jn6yiK7E7rgGwRSJS3H1tOw4zP0WX+iG3oPmp4Tqd30KgC2xgokgXGQs6/d/ZQGJSCUdcyq7MR/HgKhGKGirT9H6WfTiVi0BvPlkzTu+wGcDnz6zUSdNpqSjyaCQEDwnE8pMjgI+M/vdif+S9FZ8P+XoKjeyKdTuvHu7nxP4aBTSHhiWDyD4vyY9P1xL3OojecquSMjnPcnptIlSM2px4bw7u5LbM+rxU8h5Ylh8QxPCCBYI2P/okEew6cwHzlBrdm+TSY7JpuTnZdqeGtXPmVNZjIjtPztli50C/FBIxd7oqNu7Rb6dz+DSirmkcFx/HnRPVlbcaKMn+ZkUtpk5nR5E2khPry67USbvztS3Mj6s+XkVOt57qYkT3zQtag32hDg1pKuO1vRhgmwp6COhWvPsnZeJn7XFGYtZjvv7XEvRC12Z4dSP7FQgI9URK9wLYEqKeO+vapdP1nWxMmyJn7OcufFx/kpWxsnkXyyv7BdqvbRkiYK6o08PTyBpEAlo5OD2VdQh9Hm4N7+0RitDpIDVSweFEuD0c7+1sJGLhZyX/8YQnxkDE/0Z/qy42RX6bmvXzSbF/ThQlULFruT3pG+KCUinDfQLjpcLhIDVIiEAlzAzJ7u5kthvRGNTOyhyd4Ib93SxcMCEAkFpASrOfRb+xPHbw4XMz09jFe35XJf/xi+PpzrVeyD2yjrnjVn+G5GOnKxiFt/OOZ5bmRiAJvOV16/WQ82nqtkTHIQY1ICuSkpkNyaFvpF6Xjw53N8cmsaj/+S3SbRYXteLRrZJfrH6JidGUGIRk5Otb6N2d+FKj3D4v3Z2gGdu0+UL+c7YADUG21tYuli/dxNM4lISJhGxvAEf09z6nqM7+pmjVS3WKnR29ApxIT6KFBIRYT7yNh1f38qWyweqv7nB4qwO1387RZ3k+H64tRsd3Lf+iw23dmbeqOVaJ0Cu9PVZoppsnlfD18eKmLV7EwqWsxcqNIjFMD3t/fkUFE9M5afwGx3IhEJmN8rkhdvTqZPpC/gLmLOlDfRYLS1eQ+bwx2598XU7jy2+bxnAi8WCnhiWDyRvgrKm8xM6RbK2JRAhAIBO/Jqyalp8RiGXQ+H08XGc5XM6hmOwepgQIyOU2XNtFjs3JwcyPCEAB7Y4I4JFQkFPDYkniCNHJvDSWG9iayK5jbyGHAzfZadKGViajC9I7VtmEBqmYi7+0ZzrKSJKJ2CQLUMhVRMrL+Y7MpmTDYHL27J8Wra9gjzYc3cXiQEqHA6XRTUG1l1qhSFRESIRkZ6qA/NFjsamZjlM3twqqyZPQV1aOUSxncN6tDXBdzXo0gg4IUtOZx9fCivbc9t13Pkte157LyvP8EaGX5KKXm1BpYeL6FGb+WH46WcLW/mrr6RBKvlLD1WzKwVJ9vIC3ZequWp4fFtGFsAa89U3NDg9dcLVbw0Ognfa6JYfeTuBtuzIxOoaDF7TbVPljUxe+Upvp7WnUHx/gz57CB9o3yZ3iOM+9ef5ZEhsTz164U27xPpqyA1uG3DWCQU0CVIzYpZGTz9azalrekqGeFavpja3XOt/jsQ7adk76IBrDxZxspTZTw/Komdl2o9XhPX44ENWTw2NI4/7+mH0+XC7nSx9kw5E5ccxWx3UlBvZNP5KlbPySS3Rk/lNZGc47sEsSGrgmidgrMVzR3GQn6wt4BQHxnnKpuRCIU4XC4ebTVxbQ8KqYgXtuTw64I+RD+zC3NpFi67jYY93+I35nHsDaVU/fQEttqrzSBJQDRhC76l7Jt5OJrcvhnmohMETn4BhCJwOqj66XHC71tJyXtjiXz0F5qPrsFl8WZoiP0iUaWOpnH31zQfW+dx4Xc0V1O14kGCZryNbtTDNPz5Hvrj65CFJiENTUHZdQTSwARM+YfRn9qEQKokeMbbiDUBFL0+2Evzbyk5S+kntxGxeC31Wz90P5izj6Z9PxA6/0vUPSdgKTuP/vQvRCxe75YftMMm9L/lSQQiCS5A5RdEUYMJm8NFZYuFsmYzMpGQtBAN4b5yNLJ/PJa4E/86hHIV/qMexnD2T6/HnYYGit8eRdgDqwm/dwX25ioadn1D7aZXUMT1IWLRGqQR3bFk5/4f7Xkn/hvRWfD/l2BAjB/9Pt7Hgj5RLBoYi83hxOZwcq6yhdWnyryK/Sv48WQZd/WJYlhCAEmBaj6e3I0Gkw2pSIC/6iqVNEwrJ6xVa19nsLKnoI7KZjOx/kpWnChj+TXO7/sL6xn06QF+uasPt3QJ/qc/R48wLXdkhPPjyTKsDid3/HiSF0Yl8uGkVK8Iuuvx9eFi1s7txamyJrYu7MugTw96FWW3poUwPCGAeqOtXdo/wK78WsqbzF4Fv621sQHuIqM9Z/eHB8dyV58o1p+tQCoStIlFuhZ/25nH8pk9GZkYQN9onRcNVyUVMSczgpGJgbhwYbI56RaiIkgt90wbwU0PH5kYQIRWzswfT/LmuBS+vK07eqsdoUDAhqxy1pwpZ9GAGLKr9NzZO5L4ABV9P9rnNeF9bEgcr41JYWA7mk6AGelh1BosHH5wEAEqKSKhgA1Z7oI6LUSD3eEiSC2lup3FeqBaik4hYUJqMP1j/PhoXwEtFjv6G1DMrQ4n0lazRKFQwNbc9r8nz3ZcLq9FqQu3DKQjCAUC5veOQC4RkVNt4JfsarqF+LRODBUdxjduOl/J3F6R5NcaCdHIaW7nMxwoqucvIxPQKSRtNPNioYCnhycy+uvDbf4OYHCsH2eucbiP9VMiF4tYebKUjAhfBC4BfxvXhdHfHGlDR35hVBISISz6+RwXq1tI8FexsF80/g1m4gOU7LxUy6IN5zxNJbVMxBdTuyMEypss7U5VwV0UV7dYCNfKefLXbC7VGhiVFMgtXYI9FHuVROBJ1QC3a/uclad4Y1wKPnIxvnIxG7IqvZzybQ4X3xwppsFk4/2JXekSrGZEQgCbz1fRYrG7J9XXUafXn62gwWhj+739KWowYrQ6CNfKUUpE/Hmxms0L+vBzVgVP/3YBh9PFxNQQQjRyhB2fCggE7pjK6ctPcOKRwayc3ZPyJgtv77rEe3vycbkgylfBxjt7Y3E4+fxAEQEqCd1DfbyML6/HjyfLGJHgz4s3J7OvoJ6Vp8rQtzYS7uwdxV9+d5sTDo7zo2e4D2qZBIPFTm6tgWd/v9iGoXW6vJn71p1h9Zxe1BmtHCxqQCOT8NOpUl4f14Xsaj3bc2tZeryEftE6nhwez/39Y5BJhKgkIow2Bz5ycbsRlJNSQ9iSU+M2fDPbvEzwrsV7E7pSUG/kx5NllDaZ6Rnuw1e3pbPmdBm7L9XRK1JLg8mO3WHmy3ZMMK+gqJVNcH0cabPZ3sZU8lo4nC4ajDZidApya/TU6C3oFFL6RvnSX6gj84P2tbTP/HaBZTN70miy8eCgWCZ/f4zkIDVdgjRsvLM3H+7NZ3e+u1HaP1rH0pk9iPBtv3gP0yq4JSWIzAgt9QYrMrEInUJMhO+N4//+NxCqkfPE0HjuHxDNnvw6nC4Xzo4PFzvyavGVS0gL9WHKNQ3RK7DYnby18xIL+0XzyjZ3QeIjFzM7M5LJ3x9lSJy/F0vvetQarKhlYk8DsnekL6OSAtjWzv16Zs9wRAIBd/eJQm+1468LR2a3YinPJmDic+ByUf7DQq9iH8BWe5mq1U8RMPYJqn560vO4vakSocIHp6HBXbw77TjNLVSteoyYZ/dQs+EF9Gf/RCCW4HfLM2h7TcVSdh6RypfQ2Z/gtFuoXvM0jhb3vtZufo2Yvx6gYcv74HIhkqlo3P0twTPfo/yrO7zSAKTBCVhKz4PLharrSLQD7kAoU2OrL6Fh99cYLu5GmTwYY84+ZOFdEakDqP3tbSIeXEfdr3/DZbPQdGApofO/oGrVEzjN7t8bgURO0LQ3EakD0Z/bhjQsBaHdicwqpMIiZ+nxEk6VNROmlTM3M4IqvYXMCF8vX6ZO/Psgj8lAO2A2TQe9nflVaaNwWfQUvtSr9XyYTfD0NxFpAhCr/XE4Om62dqIT/w503hH+SxCulbN0Zk+m/HDcaxG/anYGj27quPv+3ZFiMiO0aOQS5BIRoR3odcFNJf3heAlZFc34K6SE+yq8iv1rsWhDFj0Xaz2Ngn8UQRoZ709MZdHAGH44VoLN4aJ3pA6dQtxuoXUFLRY7J0ubWHKsmJV3ZJDz9HDqjTZPEelyCSioN/D3vHiLG01E6hRoW6dJWoWEyWkhnCxzu9gv6BPJFwfd9PMYnYJRSQHMzoxg5FeHqNFbeXZkAuUtHRs8lTWZQSDg3fFdyapsQSUV0WS2E6KR8f3tPfjy4GVuX3ECh9M9XX9vYldyqts2a3bk1TIwxo/kQDX3rsui6LmRvLP7EgeLGpieHsZjQ+JY1RrnNSkthMnft134vb+3gN5Rvl7O21cQ66ckM8KXCUuO0i/Kl1WzMxELhWjl7luK2e7kYnUL709M5c7Vp72mdmKhgPcnpCIWCvjLbxfoF61DJBCQHKAi+AaaZKEAmi0OZvQII0anQCQUdDhlMlqdXpFRAFtyqpmTGdGh3v227qFYHS7Kmo2e9IAlM9JRS0XUGSzt/g24jbOsDic78mpICVKT4N++Ku+pX7P5aU4Gb2zPY0+rx0BqiIZ3J3TF7nQQopG1kUCIhAIeGRLnMbdLDlTz4eRUpi8/QUmjCZFQwFu3dKHWYGHlHRnsvFTDwaIGQjVyHhkSiwvo/t7Vgqeo3sT2vFo+mZyGWCRgwWpvmq3e4mDuqlNsvLM3RqujTfF1BeO6BGFzusj4YK9nmLX5fBUvbslh530DSAxQgKGBhwfH8dauq4viOqOVe9e5UxDeGZ/qlbxwLdadreDVMSn8fldftufVIBK6tfJKiYih8f5tiv4Wi52CeiP3rD2DWCig2WznyEOD6BHmw33rz3rJKZafKOXPnGq23NOvQ2bELV2CPZTm4kYzPSN8CfNR8OHkNJ67KRGBQICvQsL96854NZ4OPzio3di2KxAK3I2nxT9nEa1T8sTQOOQSEYcuNzD5e/eUNVgjw2RzYLG7UMvcn00uFlJvtCIVCT2xdClBahb2iybCV06twUpli5n1Z8v57YL7PD9T1kRZs4XvjrqL7P2F9ewvrEcogDg/Fctm9mDlqTKWzOjB/J9OeU37u4f6sKBPJNOWuRlTLgTtxuEtGhjDxWq9V9Nm16U6dufX8d30HlysbkEpFZFfa2BwnH+HJrAAOqW03cbD2Ypm3h7flZe3tj8NG5EQQLPFxvt7C3h1m9vgMT3Mhx9u78HpsuYO36/eaMPV+trsqhaWzOhBvdHKGzvcvguzekbw0eRulDeZCdbIMFgdOJwuL/nEtfBRSPBRSCCw/ff730Zpo4n8WgMI3Cw2oQD6R/sR768kWC1r13sF3I2cwnpjuyaOV3DocgPPjEjATylhbHIQc3tH8uQv2ZjtTnJq9ExOC+G7tgErgJt1kldjoG+UL2E+cvpE65iWHsqjm897XWvfTOuOj1zCs79foKjBRLcTGl6/OZ6QE98jzt+NIqE/ml5T2jfKwz05l4YkeT0m0gR5CmUAhK2/R5dPUb/tU3Q3LSbw1ldwmJoBF0WvDfR6vTQ0mfCFyyn9bDpOcwtOUzMuq4nYl45jzDuApeQsuuEL0Z/b2ib6TxqcSNPh1YTduxxL2XmqfnoSh74OaWgKAbc8jcPcgqrbGPzHPYWl9Bz2xnK0A+eAQEjQjHeoXvMUzUfXYm+uJuyu7xDI1eB0IvGLxOWyIxCKsRSfoWLJXThaarHG9SZ0/JsIbXLOVjRztqKZPy9W89zIRCJ9FZ0F/38IYp8ggme+j+6mxTQdWIbLYUPbbyZ2fR3lX80Blwun1YQsPBVpYBwCcSf7ohP/N+i8I/yXQC4RMTIxgAtPDeNIcSPVrV1ggYB2HXWvwNzqRq6R//2bVEWLhef/uMjaeb14cEMWkTcw0ypuMNFotv3TBT9AoFpGoFpGv2g/wJ35XVjdwKikwA6nazcnBXK4uAGRQEBpo4m3d+XzZ041ComI+b0jeWhQLDF+Sm4w9APci/XqFoun4HfroyP4eH8hK0+V8c1t6fw4yw9fpZSsimYmdA3m2d8veiip/kopfaN0HL+OznsFg2L98JGJkeoUSEVCHh0SB7hp2dOWnfCi1ObVGpi45BirZmewr7C+NUtZxC1dgvFXScipaWF6ehiHixsw25ysPFWGzeHi9R15jO8aTLiPnHFdgvj5Bjr99/bk88nkNPpF61h7pgKHy8XtPcLoF6Vj9iq34/zh4kYK6o1E+ym5f0AM685WcKa8iShdMh/vK2TTnX34JbuSnGoDiYEqJqaGkFPdQp3RxnM3JbkTH/yUhPrIMVodJAWqyK1pa441vmswv2ZX8cn+Qm7rHsp7E7rySAfNqvQwDTaHy8tUMquihXCtgoxwLSevM49KD/Mh2k9JZbOZl7fleSbe5taUhCBNx40IsVCARCQkJUjDjrwajpY0MjsjghUnvZtd2VV6ag1Wvp3ew5237ASD1e5xz9+8oA9v77rEylNlWOxO+kb58s6ErgSopCyf2ROVVMyZ8ibuXnPGU4g7nC6e+CWbbff24+WtOcjEIobFB/DAgGisDieZH7SvB82r1bOlA3mBywWrTpYxvmswGRFaDrfTILm3fzTTlp5oI2GpN9q4f/1ZPp/aDbHdysODYhALBXy4rwCD1e3ZMLV7KM+MSEBvtXfYsAGo1lsYHOfP9PQwHC44XnKWRRuy+HhyGnMyI9iQVYHTBRO7BiOXiFi49ozHbEzQWlifLGtq1zuhRm/lh2MlvDY2hRf+zPFi9YzrEsRdfaKYucJd7MYHuHWzIqHAI0GyOZy8tDWnDcvkWEkjt3UP5c/rvAau4M7ekVQ3WxjfJZhPDxS1aVyAmzrtcDrxbW2e2RxOlFIxL4xKIrRVX3653kSXEDVv78wnp0aPVi5m0cBY5vSKZFtuLeO6BAHw0ra2RbLTBZfqDNQareitdt7aeYld9w/gZGkTZU1mugSraTTZuOPHk5hsDpRSETaH08s48soxHpvSfrSmy+U25vz9rr4IBHDb0uOMTg5kbErb5iG4DejA1a7nx/B4f2oNFm5NC+Hn6+7vSqmIJ4fH4yMT88Y15nXLZvbggz2FjE65cfWtkor4eHIaTpeL5/646BXzd7ykicQAFZ9O6YbeYmfcd0c489gwYv3/73XUJY0mlh8vQW91tDG/nJ4exhPD4kkL0bTxK0kMUNEjXMvm85VMvIG3gFDgbijtun8A7+3JZ9KSo9idLoI1MmoM7uSNhwbH0miysTu/zusae+6mRPyUEoxWB1V6M2WNJpxOF+9OSKWsyYzR5iDKV85v2dW8vuNqrO6+wnqGfFXPj5OnMVRox95Y5qHYd4RrDfRk4V2xN5SCo5VxpwtHIJYR8dAG92NCEUKxDJdQiFgbTNHrg7ybA4C1Iof6bR/jO2QB9Vs/AoEAe2M5JR9NRhHfl9D5XyGQKil6Y3CbfXE0VxMw4S+0HFtHy8lN12zzIuXfLiDiwfUIRFJKP52Gy3a1kSoJiCZi8ToiH/8Ta+lZQIBApkKftRVN+ljKvpmLtt9MDNk7vKIFzQXH4JNRPHvfZg5VXE0WeXNnHrd2+/f4RnSifYh9AhH7BKKM7+t5zGFqIf7NbHA5ESp1iNV+/4d72IlOdBb8/1WQiUXE+quIbZ1AFtcb+WR/IZPSgllytP1J29jkIPQ3mARci+oWC06X29nbYHOgknbMBoCrRmH/GzDXVTI8PpouwWouVHlPvNUyEfN7RzF75QlWzMpgzDdHPBRRg9XBZweK2JpTw9q5maw7W8Ho5EC25LQthm5KDODI5QYCVd7a3xg/JQcfHMTLW3NotNg4Xmrgy0OXCdfKGR7vz68XqjyvjdIpSA3R8P2xkjZOyDKxkIX9opFLRMglIsw2B72jfPniYBGhPvJ29bPgLsoXD4yhoN7ImOQg1p4p52K1nt6RvgyL92fDvF6Y7A5+vCMDoUDAqlNl/HGxmk139mbd2QqK6o2M7+qmYpe1xtBdmeaVN1k4UtzIpvOVTE4LQSQUkF9rwOVyJzVcwbbcGvpG+ZIWouHuvlF8e6SY1afLGRLnz8QlRxmdHEhSoIrSJjPv7r7Eh5PSuHfdWU8xGaiW8tebkqjRW/hochqPbjrvFY02JM6fu/pGcfvyk4B7ArywX3S7dORbugSxPa+WjefcEZBzV57yfN/3rTvL19O6Y7Q6+P5YCS4XTE4LIUwrZ+HaM2xd2M/LrOqN7Xl8eVt3CuuN9I3ybSPH0CkkfDgpFZ1CTIhGzrhvj1DUYOTTW7uRHubD14cvU9ZsJiNcy4ujkihpNKJTSvBTStFbbFyochuwFTeacDhcPDEsnseHxeNwurOz4/wVBKjk+CkkjPzyEOer2rI5ADZkVXBP32gC1DI+2JPPsHh/tHJxh5F7ASpZh5IIgPw6I4X1Rh4dEseM5d6+GMEaGRVN5nYnvuCeDhbVm0jyDXR/r6MSmds7giaTHblEiI9MjEoiorQDY7Qr8G2Nv9TIJdzSJcije1+47ixROgVbF/blgz2FvLsnv03KxE2JgYRqZO3SiK9ga24NoT4y+kXpeGd8Vy7VGZCLRewrqGPmCrenwLB4f3zamZRVtljajbt8c+clfru7D4Pj/DxJEVeQEqTm9p7hAPippGzIqmxjDpcRrsVfKaVPlA6RSEhBnYGJS46Sfc33Pj09lImpIV4Rj01mO2/syOPmpEBeGJXk9tVwcUON/sVqPbd1D+OHY0e5a/UZXmxNA/lgr9Gr8H5zbArv78nnmREJHCis91xLIRoZBXXGDn1LihtMWB1O/FVS1szNpKrZzGtjUyhuNJFVcbXQ0ikkrLwjA6fL1SY2LilQxVMjElh+rISZGeEMTwhg6fES6oxWRsQHcN+AGFwuJ5/sL/I0j8akBNJktnOqvInRKYH4KiTtOu93DVZzqrSJVafKeWxYnFexfwV5tQaOFjdwc1IgeouDPy5W8cDA/9vMbKvdwZcHi8iI8GXasuNtnl9zppxRiQH87ZYubk+aMxU4XS4mp4WQGeHLwnVnqDNYeW1sSofvMTE1BF+FhLxaA2tOl/P8qCTSQjUUN5hI8Ffhr5LiaE00+OvIRIQCAe/uucQb47qgk0sY9fXha+RhJYT6yNgwvzdnypt4YUsOmxf08WL+XIuHt1VwYNIY/GrPgEAEAmG7mnaEIgQS98BAFpVO8PS3KPt6LgACqYKIh37GXHCUqtVPehoHQpWOsHtXgN2C09A+00uf9ScRwxZSv/UjVKk3Yczd7/5bpS/WmgLEvmGE3fktpoIjNOz43BO513j4J8IX/kDViofa3a5AKKbsy5lexT645QnVa59FHpVO8/H14HJhqy0idP6XVK54CFtdMdKQJKrXPNN2oy4Xrp8f57lxq5jzi/se4XS5U3QyInzb3Y9O/GcgUmgQKdp6fnSiE/9X6Cz4/4sR4iOjW5iGnuG+bDpXRZ3RW2vdJ8oXuUSIWvqPnSYSkQC704lcLKJGbyVYI2tX0w4wMFbXOtX534HFYiHZT8HmBX34+tBllhwtwWR3MCY5iIX9ovnL7xeY2j2Mbw4Xt6sHzas1eJzx7x8Qg1Ag8HIEH5MUyHOjEtl0vhKJSMjqU6UMjg8gzEeOw+FEKxfz4aRU9hTU88RmtwmdVCTE6cLL+M4FvLglh5V3ZPDK1lzPpDk9zIcXb04mt0ZPRoQvVoeDjeeqeGBDFqOTAzl6A93/8ZImls/M4OesCi+Tul2X6vjq0GXWzu3FmG+OUNViQSERsXhgDK+MTmZHXi1jkwMJ0shYdryUc5UtxPsr2TC/F98eKWbjuUoyI7Tk1Og5XtLkYSWE+ch5cpi3W7WfUoLd6SJQLeP5UYlMTw9j7Zly/FUS9i4ayJoz5VQ2mxmXEsTgOD9u+uqwV8OgRm/l4Y3nWDKjB69ty2XxwBjCtQrqjVbSQjTszq9j1oqTXgaGG7Iq2DA3k31FDfi1auNFQgFx/irm/3QKm8PF0mMl7F00EJPNQZ3BSovFTs9wLd8fLaZ3pJvhsvR4iWcS1mKxe9GO82oNPLb5PK+MTubraek88ct5TxHZNVjNV7el89r2XLbm1vDT7ExPU2bRhiw3nbx/NH4qKbnVeg4W1XNnn0g+2JNPk9nOokGxnK9q4YH1WV7n5NTuodzSJZinf8tm+cyexPrZEQigvNlbVhDmI+euvpGkhvggFwvJqmjm7rVn+H5GDwxWB37Kjlk5RQ1Guodq2uTNX0FqiIYz5c3k1hj4Zlp3XtmW53ECHxCtQ34DaQ+AzemkpMVKUqi70ZgYoPY8Z7E5OFnWxK58t+ykPepx12A1QdfIOwTAijsyqGiy8MaOPNQyEdUtFjIjtHxzxFvfG+Yj55kRCQCob9B0VEnd2fRLj5cwJiWIU6VNfHawiGazHYVEyOdTutE3Wke13uqZbl4xT7Q7XJ7UkYcHxdI/xg+TzYFC4m4YfDW1O0eKG/nheAk2h5M7e0cyJiXIE5MpFQr5456+LDtewsZzlcjEQuZkRtA7ypdIrYIYPwU1egszlp/wKvYBRiUF8vRvbU3lwN3EeGBgDFnlzfSM0N4wdz1cq+BMeRP39o/mq0OX+e5oMa+P68JPp8o4X9lCYoCKJ4bFU9pkZO0md9G4+4EBvL0rn12XalsNWm98D6/WWxjwyX4C1TLu6RvFmJRA1s3tRUmjmeyqFkJ9ZIiEAh7/5TwqqZgfZ2XQbLZR0miiT5SOGJ2CdWcrqDHaOHy5gTsywhkc50dBrZGT5U18tr+QBwbGesUTLuwbTXGDiWidgg/2FvDprWltZEVauZhPp3Rj/k+nmZQazPcdNLzBbQ47MNY9nTt8ueH/vOCvMVip0ltYf7Z9TwWAzw9d5qvbunGxqoXPp6RxqqyZn06X89r2PM9rfsuu4tUxyTz/Z47X3wZrZLw9vgtNZhvlzSZWz83ko72FPPfHRc9rQjQyvpmezlO/ZrNw3VkGx+pYNjMDh9PJiC8Pe3nBAFQ0W3j61wvc3z+aXxb0wWRztHnNFcT4KbAGJlPpl4Cfqwnt4Dtp2vtdm9f5DlmAUOlL1FPbEfuGYri4G1XKMBTxfVH3GI+l9ByVyxd7/Y3T0EDlsgcImvxSh8cOlwscNqShyfiPfozSz2e43fiFIsq/vROn0f07qEweTPj9Kyn/7i7sDWW4rMYO5QcilR8OQx1Oc/v3W0P2dnQjH6CuNZZQIJEhUgeAy0XI3M8QqQOIeGgDpvwjNO7+xtNkALBW5pKo8V7TyP8Bw9xOdKIT/13oLPj/iyEVi5iUGkpls4lNC3qz7Lhb26qUiJjZM5zkIDVqqegfpt0HqWWEaORY7A4CVFI+O1DEJ5PTuG/9WS8dZYBKyte3pXuZ3/1vQCgUEO+v4oGBMdzeM4ysihYOFjUwdekxTDYHr49NJrfGQK9ILb9mV7cpNLbk1PD0iHiGfX6IBwfFcP+AGHzkYnxkImRiEatPl3GwqIHCOhOzM8M5VFRHepgvK0+Wse5sOff1j2bp8as07uJGEyKhW05whTFQo7dSrbeyeEMW9w+I4bmbEnEB+bUGHt10jpV3ZABQ0mj2LOobTTYyb9Ct91dKMdsdPL8lp81zTWY7L27J4b7+0by8NReTzcE7u/N5bUwKFc1mxEIhQz8/6FkM78mv44djJXwzPZ1ag4WF/aO548eTXtscFu/vFcElEgoYFh/gaQxF+irRyiSEa+XUGq0YLDYeGBDDV4eKWJ9VgVIq8ir2r8V7e/LdsY4/n0MkFKCUiJiRHkZ5i7mN5rRbqA9yqZhjxY2cLm8mWqfgwUGxZFe1YHO4mNA1mLv7RfHs7xc4dLmBYI2MJ4bGo5aKKG40sepUOcmBaianhTClWyiHLjfwW3YVt3QJ5pfsq6yM3BoDt684SaSvnJ3398dic1FvsuGnkDD084OeRpneaidAJaXW4P7/6fJmTpdne7bzzbR0Fq7N4s+carQKMfN7R3LP2rNtaO3rz1bQPdSHBH8VE5YcZdOdfdhXWEffaJ2HKj49PYxp6WG8vyef17fnEaSWsbBfFEtm9OChjefY88AAZGIhIRqZl9P2FWzLqWH9fDfD4/p1t1goYHp6GJO/P4a11djzldHJJAWqqNJbOVnSSNQNTLvi/JXUGawI5O0vOitaLDz3x0XOlDezcnYGT1yXfhDvr+Tn+b0J1sgoaTTxy/lKPtlfRJPZxk1JAbw3sStBainv7Skgp9rA5gV92FtQR3mThV6RWsK1Cu5cfZo/7u7LAwNjPNIFP6WEMB85lS0Wag1WZvUMZ8mxEl4YlcRjm88TqJbyxdTuSMUCkgLUvL8nn4c2nsPudCEWCrgjI4LXx6YQppUjEQnoGe7DS6OT+XR/EW9eQ6u+KTGAEQmBDIjRkhmuxYmLOoONPy5WE6NTkhykJkIrJ1Qr541xKTw8OA6L3YlSIkQlk+DTSuWv1ls4UdpW+uMjl3TorQBwoaqFPy5WMzwhgDt7R7bLRIj0dScrPPdHDk8Nj2fnff3ZmlvDjtwanhwWj1YuIUAtQSoUoBHaGJUYyPqsSub2jiJcK+PNcV0wWO34KaVexozXolekluMlTZjtTkoaTbywJYd9hfV8MCkVg9VOYqCKeoM7/vTKxP/WH45xcPFA5vSK5HR5Ez0/2Ou57m/vEYbe7ODBTVmcLb96viw7WcqKWRlsu7cfl+tNaFubf3N7RXLb0uN8f6yEjXf2YV9BHYX1RrqF+DApLZiFa85Q3GAiQqvgYnVbCdEVuHChlYlZeUcGkb4KLjcYCfORIRHduOn174LLBQqxkMs3iPms0Vs4fLmRhwfHE6qREqKR43C6sNgdnC5v5uakQOb3jqK0ycTBBwfx1aEiKlssTEgNbjXeVPLDsWKK6k2UNZm8ojTBzXC586fTfDw5jVk/nmRfYQN7C+qI9VO0myoDsLegjkeGxDFzxUmWzuzR7msWDYwhNVjDmB/OUtZkRiyEg/OfJEITSMP2T3BZDAhkKnQjHkAemcblt0ZCK63fd/h9hM7/CpHKF0vlJeq3fdLue9gbypH4R3d47ERqfySBcfiPfZKyr+cgDU1GqPChatXjXq8z5uyjou5eN7Pgq9nufZO0v1YSyFQ4OmAUAG5DQE0AAqnCHQuo1IFQROCtL1Oz8WWsFe5mizJlGOH3/UjligeveggIRTgFV5fyIqGAHuFt4yM70YlO/Hejs+D/L4dWIUGrkFDaaGJ0cgDdQzU0m+1cqG5hcJwfGf/ED0e4Vs5PczJ46pdsPp3SjXmrTqGWiti8oA/bc2spazYxMiGAm5ODOszu/p/CanfwwZ4CInzlbDxXycGiBmL8FHw+pTvb82rYkFWBVCRkenoYjw6N467Vp2lqpYRr5WKsdjeV+u1d+by9K5/d9/fH4nAx/Iv9ntcBrM+q4KWbk4jUKqk3WjlX2YJQAJPSQnhqeAIuXBworGdHbi3PjkzkYFEDLRY7Xx4q4i8jEli47qzXxATcbsZXmiC1eouHVnu0pJEXbk7u0PDqsaFuOmpHeuhDlxt4Yli812Mf7y/glwV9uPWH4208HJwueHxzNtvv7cdLW3O9KPMysZBFA2O46Su3o7xQAJ9P6UagWuplVmawORjzzRFKm0wIgL6ROp4emUC/aD925LWvHQc4X9niOTccTrem19mOlWKvSC3BaimDPzvgoRSXN5s9ZlOPDo6jb4yOW78/5jlmBXVGHtiQxY68Gt68pQtjU4LxkYkI0shwOGFSajAauRiJUMChyw2ewv0K5mRGYrY5kYiEpIeo+eZoiRcr5scTZdzbL5rXd+RxPZRSEeFaObf3DOPPnGpuSgzgl+yqDr+zrw9f5rmRiRy63MDvF6qoaDHz4KAYtuZUkxSoZkJqMNOXH/d89soWC69sy2NMShCPD42nrMnMhaoWPp/ajenLTnhN04QCeH9SKr+cr2DlHRk8tPGcJ0khXCvnrVu68Mn+Qg9l/1RZE01mG3/5/aJH7uDExQMDovn8oPd0XSCAF29O5p1dl/jx9m7tfjaD1c7uVu36nJWneHl0cqs7u4kQHzmhGhmJgWoqmk3ctfo026/Rja84UcbPWZUcfmgwQWoZb+/K55fsSgbE+OGnlPD5wSJyawyoZSKK6o0U1RtZ0CeKofH+reeAgWidkiC1FIfTydzMCPpG+fLM7xc4VtLI7xeqeXhwLKtPlbPu7FVvC7vTxdLjJRisdr6elo4TFx9OSuO17Xlsu84LYXteLY/9cp6/jUtBJBQyb+VpzlzTIAtUS9m6sB/dQ32QiEQdOr93RMcXCwVuj4KOzO8UUgrqjby2PZe3xnel0Whj5ekyz+u7BKv5YGIq965z66ff3Z3PvN6RvDGuS5tt1ejNOBHw9fTuWOxO6g1W7uobzebzlXy0t5DMCK3bRPXnLK/98VVIeOnmZI/Z5BVsy62hsM7IzB9PetIUXr45md35daw4WYpEJHBLRprNTF92AoPVwZA4f54aHs/5yhaWHCtmdkYESaPV/OX3C1yo0uNywb3rzrDyjkz++udFfp7fG61cwqGiet66pQsvbMlh56Va+kfriPRVEOev5PcL1RxqZU2dKmtiZs+wNt/jFUzpFopaJkYmFlJQb+SDvfl0DdLwwMAYQnz+eQ+a/yl8FRJ0CgkDYnQdJsoMiPHjZFkT3x65zPp5vTlR2kiNwcLCftH0ivRlX0Ed960/w7p5vYn1U9IrQovN6UQh8V4SpoVq2ngEXEGtwYrF4cRPKaHeaGPVqTLendD1hvtud7o9gWwOVxs5VmqIhp5hWu6+5pyxO6Hv97k81H86zz5/F9gMyCVimn5/i/I/3/W6CBp3fYnvgNkokwaCUIi1uv2EERw2rHWXUaXdjOHc1jZPB055hdot79NyaCUAQbe9Ts2mV9vdlK32Mi6nA2WXYWgybkUR1weBTNUm/s/eVIEsov37IYBIG4zEP4r4N7LdPgRiKTidFL020EvOYLy4m7Ky84Td9S0lH04CQN5jMkvyr/4O/e2WLoT9H5yXnehEJ/7fRmfB3wkAInwVnumXw+lCIREScAPH9GtRWG+gRm+l2WzHTylh+cye7CusZ9u9/diTX8eqU6Xc2i2UAdHxBKllN3Sx/p+iyWxnV34tBXVGVs7OYMWJUhb0iWLB6tNUXEOJfm17HulhPnw6pRtzWrWwt3QNpsl8Ves5NN4fJ2539aZ23KNf3pZL7ygdDqeLL6d2Iy3Uh+f+uMhf/7iIQEBrpnsQeouNXfcP4KtDRezOr6NKb2HdnF4cuFyPSuqWP4hFMCopiL/tzOOzKd288sZdLvj60GU+n9KdxT9neRVvIxIC6HYDavYVXF9XVuutuKCNhvgKGk02jDYnuFwIBdA3SsfjQ+NICVZjd7h4flQiFruTmxIDCdfKiNZ5N3AEQNdgFa+OSUYtE2NsNWwrazKRGNC+iz1AqI+MeoO33nZsShB3r/EuHD6cmMrugnqeHZHI9rwaL239u7vzOfLQIOb+dLrdBsn6rEoeHRqPSAAXqvXcsfKUZ4rYLVTD0tt7cuzhQaw9W8Gv2dUEq6XMyYzgcHEj3d7dA8BHk1L57RpvBnBnid+REc7MnuFe2fX+SilfTevOy1tzeGp4QivdUsDlhvY9GcD9vehaKfl5tQbCtXK+OnSZXxb0obLFwqvbctst+P68WM29/aIpbjTzxs5LTOkWyr5FA1lytJiLNXoS/FXcPyCGt3bmsT6rkhWzevLRpDQkYiEC3MVoSYOJogYjComIbqEaHhoUy/7Cei9vgxMljbw+rguZEb68v7eA8iYzGRFaFg+M5ceTpQyM1SG26AHfNvsoEFwtWGsNVp7+LZu7ekcxMikAm8PlmRbn1hi8iv0rMFgdPPNbNm+M6+Jpgu0v9GbrzMuM5JsjxRwtbmTD/F5MX37Cy1gsRCPjj3v60mS2sTu/luWzMnjmt2yyKloYmRjIpO/btyBfn1Xh0T4LoMMicWtODW+OS+Evv1/wKvbBzfIZ880Rjj08uMNi32p3oFVIyIjQkhyops5gZeelWuxOF3sL6hiTHOQlOboChUTEwFgdg2P9qDVaOVrcwOvjUnj2pkSq9VZsDicXqlq4q9X48ZnhCczKCOdClZ5fzleRHuZDUqCKIJWMU2VNPP5LNkqpiEcGx/HqtqsSpOHxAWy7tx96iw21TMyeBwbw06lyShpNDI33JyVIzTO/XfC6517BvsI6ugaryak2kBCg4ofjJTw6JI5teTU8OiSWYI2M/Dojl2oNZIRreWBgDFOXHveShvkpJSyflcG9a89Q2mRGb3EgFQmoM1ppMFk5UdrIiMRANp+r5KfZmZ77ekKAispms5ck4udzlTw9IoF+0bo2BpWJASrGdQnix1NlvLI1F63czcxJD9fyxo48Xh+b8g8Z2v5vQi0Tc0dmJAX1Bi9G0RXIxELu7BPJzBUn+Xl+b6YtO87pa2I9pSIh30xPx1ch4Y8LVdzTNwqJWNQmPnBAjB9nK5o79OoAKG8y46+UUm+0YbY78bnBsQjXymlp/R1dc7qMFbPcqUFXfs8W9o1qV9fvcsFHB0vpEdWDp3/NJ1ApYcOYB+DwSnB5N8X05/5EmTQQscYfWVhX7PXtSzUsZdkE3PI0koAYmg6uwGU1ItaF4T/mcSSBcahEUk/BL1L5Ya9vP20IwFp9iZB5X9C0fynl399LxKK1lH482ctQUKwNRaQJQJ0+Dv2Z39tsI+i213FajAilShxmA2KthuoNz7TrXeBoqcFckoU8uicOYyPSCa9y5Pd6JqUG8+TwBLoGazod+jvRiU60QeddoRMeCIWCf8o13+l0caKsiTkrT3pc1X0VEp6/KZFh8f4EqmVEZMhRScXoFJJ/ex4xgFwsIlgjI6uihRnLTvDO+K5sy61pd+F5prwZp8vFLV2CSAxwL6q7hbgzmE+WNpEe5kOzyd7GfOsKXC44U9bE7vw6FvSNYvBnBzx6WZcL/rhYzdHiRpbN6onJamdsShD3D4jhUq0BnUpCrcHKzkvNJPiruK9/ND+dLuNkWRMGq1sSEeOnoKjeXaRsOl+Jzelkw/zeXKo1YHc6SQhQk1ejZ/qyE6yb16vDY9I1WO3RX1+BVi6+YbZ16yfknQld+WBSGn9crObBjeeoaLYQ66fk1THJDI7zQyEWUW+ycaqsCV+5hBCNDIVUhK9czHM3JTFt2QkPfV8ogAV9onhwYKxXvNi1uK9/DEuPX12kTe0eSmqIhseHxrPxXCWhPjJeH5vC/sJ6fr7i0p4azFPDE1i49ix1Rrfe2upwedHEr8eR4gaifZX85XdvlkVWRQujvznMH3f3ZU5mOH2jdJwua2LeT6e9DPCOFDe2GyF4z9ozPDw4jm339qNWbwWBezr86rZczpQ3Y3e6GBrvz9nyZp4ZkcAPx9pfSGZGaD3XVEqQmuwqPdtya8irNfDT7Mx2Uwyu4HR5EyMSAqg1WPnq0GUmdA2m3milR5gWlVTIpvOVrM9yu53vvFRLi8XO2jNXp9ldg9XM7xXJzcmB/JJdxV9+v+h1/ggEsLB/DKO/PsIjQ2L56rbulDSYOFbayItbcnhgQDQT00Ioyz0PRLTZPx+ZmFGJgWzNrSHGT8EXU7vz+YEiPmllY/SP1hGjU/JzVsd59n9crOat8V1ZentP5v10yqux0ydSy6jkQKYuPc4bY1O4d93ZNk79lS0Wz3WT/t4eIrRyHh4cR3KgGj+lBLFQ0G56icsFDUYbsf7KNuag7b22vaIc3IaXOTV6ag0WAtUywnzkCAQCTDYHBXVG1p4pZ0LXYGb2COdgUT2JgSoeGhzLsuOlLDlawu939yWnRu9lVigVCdl0Z28SA1Qsm9UTm8OJSipGIHA3WJMDXRQ2GPnzolu29cmtqWRG+DLqa28/jRg/BZvu7MPUZcfRWxysn9fLI++4gl35tYz88hDHHx1CvdHKiC8OMTE1mKdHJKCSiuj94b4ONdo+MjH39I1Gp5SwN78OqViISipix739CNHIUUrF2Frf6/Fh8Tyw/mwbH5h6o41nfsvm4cFxPPmrWzbjAvyVEvRWB32idHx1sIgp3UPxV0pw4UIqFiIRCZiz6rTXtix2d6Tmm+NSOFnaxNqzFdgcTiamhpARrsXucPFua5Rtk9nOR/sKOVHaxJRuoVTrrf/xgh/cjQupWMDP83vz5o48/sipxuWCvlG+/GVkIltzqtkwrxfLjpd4FfvgjhC9Z80Z1s7L5J1d+dzSJYhQHwUOl5MWiwOlRIha5r6XV+tl6FolEu0hPkDlaRpP6x7KiZJGpnYPZX0rO+aWLkHc2ScKh9NFaGu04fcz0vFVSNl4rpJjjwzm+6MlFNYb6RGuJa+24/vambJmEgJUHCxq4GBTEFOf3IbTUAdCES6bBYexEXlUOubSc4hU/gROfgHDuS1tNySSoEkfy+V3x6DpMYGwu5cgEIpwGBtp3PMdLruF8PtX4dN/Fs2HVuK0mREqteB0ortpEcqE/rhsFgRiKc0nNyINTqTssxlYStyMGeGtL7kNAy+fxN5QhiwyHZHaj5JPphI89TXkMZnUb/sEp7ERaXAi/rc87fYbWLYIn36z0PaficPYiCn/cIfHwlx4jMBpf8NpbKD54Desn/kcKo3W4zHSiU50ohPXo/Pu0Il/GQX1Rm768pCXo3Ojycbjv7jNxgarpMT4dTzN/XdAIxfz9PAEtufWYrY7sTicnsVHe1h1qpw3x6UgEoDF4SK7soXvj5Vgd7oY3zX4hjpJAIfLxeiUQD47UNiuOVad0cqBwnrm9org2T8uMiTOj/QwLTd/fdhD5z5T3sz6rAq+nZbOiER/VFIRgWoZK2ZlcPPXhz3b/f1CNdtza1k3L5PlJ8p4cUuuRy9Z3mRm0YAYPjtY5PX+YqGAl0Yn85frTL7u7huF0erocDGnkIhQS8XYHC6qWsyE+Mj4elo623Jq+PxgEbNXnuKd8V1ptth5tTX6SyoSsnhgDA8PiaNGb2HdmXI+m9INp8tFo9HGV4cv8+2RYobF+fHrXX24bdlxL0rnnb0jGRzrx89ZFW5X/j6RJAaoEAK3poWgU4gZmRTIzBUnOXPNIvZUWRPJgWq+ntadqUvdrtUS0Y1pzxqpmE/2F7T7XI3eyuHLDYxIDMBHLuZocWObY/RLdhVLZvTgp9PexllOF3ywt4A4fyU/HC3hfFWLV2NFKRWxeFAsE747ir9SSqiPrN1m1FPDEjhV1sS6eb2I1ik4WFhPaZOJS7UGJELBDfPMg9Qy9ubXeT77mzsu8dDgWO5ff5ahcf5ehns/nS5n/bxebDpX5Snosqv0PP3bBbbl1vDKmGRWnrzKVgjRyHh1TDIbsiqoM1p5/s8c4vxLuL9/DPf1j+bxofGEaGQ4nU7KaB8RvgreGt+Fo1808sHENO786bSXz8Chyw0s3pBFRkTHciKpSIjV7qRPlC9/3NOXw5cbaTDa6B3lS1KgiuFfHMThdJEcpPY6V65FXq2BBqP7e1VI3NIOvdVOk9nGmjm9yKvV8/LW3DbeETKxED+FhOgbxI6Cu5Ds6PwDuFCl540deQgEsPHO3vQI1bInv4671pxm2e09GfvtEa/p7ecH3Z4oGRE+1BosvDI6GbPNybmqZhID1IxICCDWT4FULGrdT2+N+RWPkzfGpfDk8HjqjTYmLDnaxk+jqN7E3WvO8PCgOC7VGfjhWEm7zbkGk42fTpWxsF8Umxf05kx5MwcL60gIUDMxNYQN7cR9CgQwvmsIf/n9glcz5P09BTw5LJ6nhrulRwEqGUFqqYcu3h6yKlpIaGULycVCApRSIrQKCuqMvLotlzfGpqCUitDIxOitDlosdsRCO7vvH8BLW3PYklONvNUjZHRyEMEad3PaRy7GYneiU4iRigXcteZq3GOkr4IFfSJJCFCRFKjCZLPjcrk8TZX/FERCAbF+KkLUMj6+NY3Trc3r7MoWKpstqGXuhI4fT7Z/FVodTgpqjcT5KVlzpoIL1S3c1SeK3Go9v1yo5qlh8aQEa0gN0vDMiIR2TSK7hWpoMFoxWB1EaOWMTAzkSHEDfxmRQM/WRolEJGDeqqsMqiidguUze/LylhzEIiHfHr5MTo2BEI2cJpMNjUzcbjQjuE2G6402XhsazODGbZQse87jvi/SBhM67wuq1z6L8eJuxLpwwh9YTdh9P1K5bBFOYyMAYl0YYXf/QPOJn8FupeX4elqOr/d6H0V8P5qPr0esDSH2lZPYmyrwH/MEithM6v58n7pf/9b6JUjwHTQPRXxfgm57HZfN7NHwV695BoRCxGp/9Gd+x1ZX7H785xeIfOQXfHpPw+W0Y8zZR/2WD7CUueNlm/Z9j7noBOEP/IRYG4K1db+vh9g3nOYjq2ja9wPKLiPwV4gQdRb7nehEJ26AzjtEJ/5l/Jpd1eGP80f73UVPlO5f1+qXNZloNNkx2ewelsA/opnsEabl6eEJvLXrEokBKi96/PWQCAV8dqCQ27qHMfbbIwSopCweGItWLqZGbyWnWu8xn2oPY5KDqNZbeGhj++684DbC81WI+fjWNIrq3Try9rTbD206x94HBngU630itJx4ZDDrsyo5VdZElyA1t/cIZ+O5CjZkVeBwuhdUczIj6Beto8ls46vbuvPd0WLKm8z0i9bx9IgE3t+TT37rJFAggDmZEQyLD+DNnXm8NjaFRRuy2uzLyzcnYXE4uWdtlsc4TCCA27qHsnRmT+auOsVLW3NYMSvD8zdWh5P39xaglom5LT2UkkYzM5afwOF0Eemr4NmRCQyO0/PjqXJ+mNGDk48OIb/WQKPZRkqQhqXHS3hzZx4TUkMYGKOjxmDlvb0FCIB5vSMZnhDIjrzadgu4nBo9Zyua6Ret42xFM3KxiHEdZH4LBdAvWsfCdWfbPHcF2VV6AtVS3tqZz4TUYB4ZHMeH+642CFosdg4W1fPa2GT++oe3WeLcTPdU+0SZ9zkzJiWIY8WNSEQCeoT58PCmcyy9vSd/23nJY4oV6avgzXEphPvKWXGylLd35+NwukgMUPHXUUk0Gq3k1uqZ3yuSxEAViYFu9/vcaj1fHLpMRbOZvlG+9P5on+d9DxTVY7Q5+HhyGlG+Cs5WNHskB0arg7d2XmL1nEze2JHHsZJGBAJ3rN1jQ+OI9FWw6/4B1BgsGK0OLlTr+eJgkVdqREGdkSd/zaZPlC+D46668d8IXYPUnHpsCBvOVrRrKrivsI6nRsR3GN01o0cYzWYboT4yzlW0sP5sBWqZiKXHS1g2q6dH/34jOjJAs8VOcqCK9yamsnDtWS+Jy8AYP1bOzmDGshOepk2vSC3lzWY0MjFhWjmjkgLajf4bkeBuFt2ogInSKag1uBkpI744xIlHh/BrdhWbF/Th0Y3n21C1XS54bHM22+/rx4gvDmF3ugj1kdElSMMDA2II85F7iv0bQSoWEawRcb6ypU2c4RUcK2nkuZsSkUuEfLy/sMNtbc+rIc5PyXdHi+karGFurwi+OFjEMyMSOF7a2IZZ8e20dPYW1LXLfHhndz6TUkMYECsjzEfG9zN6dJgwcAU2p/t7eWl0Mia7g8IGE2E+cgxWBw9vOs/czHCGJwTy0MZznu8hzEfG8pk9+dstXag1WJGIBNQarPgrpfSK9CU1RIPN4aTJZCX69Z2e97qrTxQjEwP4cF8Bp8uaifSV8/SIBIobzfjIxSQFeidL/CegkIoJ0cC5imZe2prLrWkhGALcxqxr5mbe8Pw32R08NjSORzefZ9elOn44VsoXU7vxxLB4XtuRx8SuIczpFcH83pE4XC7e3HGJFos7MWRcShAPD47j0U3neHJYPPN7R1JYb/SklAyM0dFktjP5e3dqTJBayqBYf5wuFzNXnGDbvf359kgxDSabR7bTYrEzr1cEn7ZjMikTC0kN0WCyOZjuX4n5q8e8nnc0VVH2xUwiH/qZ4pw92BvKuPz6IGJfPkncq6ewN1cjEAgRKnxwWsxIA+M6PC6+QxbQuH8Zprz9KBMHUr7kLqKe2ELl0vsxF11jYOuw0bjnW4RSJfaWWpoPuyUAyuQhhD+wiuL3b8FSfFWKJlT6ErbgO2w1BYhU/jQd+YmGHZ+Dw7uhZSk5i62mEN2we9oYBV6BOn0spZ9MdR/bKa8gUvp2+Hk60YlOdAI6C/5O/ItwuVwcbCdO6wrOV96Y7vr3kFej54fjJXx+oIgmsx2FRMSdvSN4fGg8sf43Zg24pzMStizsi0YmZnp6GG+0Y6QGcGu3UJ774wI6hZQhcf7sya/jxS05PDI4jiC1lJOljfz1piRmLD/Rhla6eGAMK0+VEe+vJEAl9RTV1yNAJcXhdBGglGJ1uNqd6IK7+MqtMaCWikkKUiMWi0gO0vD0cDUmqwOXwN0KeHhIHFO6h1LaaMZoc5BTreerw0V8duAycf5KZvYIJ0Qjo2eElrtXn+GhwbHc1j2MFovbRX7XpVrEQgEHixqI81Pyy4I+fHGwiHNVLSQFqLinXzQ6hZj5q06TU3P1e3S5YO2ZCtRSMbN6hrP8RGm78T/x/kqmLzvh5StQ0mji/vVZrJmbSbhWwbbcGnpH+ZIcpCZAJeX17bm8v8ddUE/rHsY7u/O9DKnWna1gZGIAi28QibXxXCUTU4N5ZHAs+wvreHxoPCfLmtoc73fGd0UocMdPdZQWEOevpLTRjEIi4uWtuayZm8kPx73zvD/YW0D2U8MYlxLMnvw6bE4XQ+P88FNJWXWyDH+llDqjFYVExB0Z4YxKCmTOylPMyggnXCsnzMf9b/WcTBpMNvStBYlYKGDS98c8i2dwT6PnrTrF1oX9WHGihHv7x7BoQ5aHrpsRruXjyWlIRALWn61oM1k+VdbE7JWnOPTgQAbF+nsxO3bn13Gp1sC9/aP55NY0qlos7CmoI6e6hcGxfiilYprMNnKbDNz50+kOj39H7tztQSIWEayWsa0D0zGz3cmBwnoeHxrHe3u8mRjROgWPDomjssVMoErGjB7hbMiq4EBrjvrJ0iYGx/mxr6AeqchN426Pni8UQIRWznM3JXH3mjNtGg8HiupZcULGnMwIvjlSTFqIhlfHpDD7x1Osm5dJX62Ob6f34K41p9l+TdE/IsGf9yem8uHeAhYPjPFy8L+CYfH+ZFe2eGjvBquDPfl1dAlWYbY52N/BvdXqcHKuooVAtZSKZovnX3mzhYSAf6zZAuBwOmlsx5fkWljs7pz1YLWsTeF+BUFqGb9kV7E9r5btebV8eqCQ1XMy+f1CFe+M70pls5mDlxsIUEmZ3yuSGr2FZ66T0VyLTw4U0ivSF6lYSEqQmnqTrUM2i69CgkYmZvWcTEobTezJr6POYEUocDNRmsx2bksPZ9L3R72uh/JmCyO/Osyu+wew7HgJP54sw97aVPv41jQGxOjwkbuZBWKhALvTRd8oX3pFapl1TWJJfp2RhWvPclffSJQSMXVGK+9N6Eqw5j9rmKaUinlgQAyxfkp8FRJmtu5jjd5KnL+yw6ZOnL+KO1ef5olhCWjlEjaeq+TRTef5aU4mt/cI5/MDhdycHEiMn5LHh8Yxs0c4tQa390uz2YZKKmLdvF4EqWS8uDWHOzIiSA/14f29BRit4Ww8V4lcLOS9iamopCK25tQgEgp4d0IqxQ0mZmaEUVhn4odjbgnXL9mVrJ7Ti/NVLey6dNUvRCER8c207ry3O5+HM30Rbv1Lu5/HZbNgvHTY7Wy/4QUAan97k8AJf0V/YhPG3L0IVX7uAlntjyJxIKa8A17bUCT0RxHXh4pli1AkDQKRBERSXBaDd7F/DRp2f030M7sQa4NpOrwSS/kFjBf3EvnwJjezwOXCbqhHFpxI/Y7PadzzDQKJHG3fGUQ9somyr+fhaPH2AjFk70AR3xefvjNoPrL66hNCEcEz3qb56BpEmgACb30FsX8UAHZ9ndssUCBCrA1CIPrPS0060YlO/L+LzoK/E/8SBAIB3UN9vJysr0WsnwI/pQSH04XonzTpK2kw8tmBIq/Jksnm4PODl6nWW/lwUiph2o7ptH9crOaZ3y/wwIAYCuuN3NMvmu6hGs5WeGu6x3UJwmC1U9Hs1tNGXrPNLw4VMTKxF8+MTOT17blsurMPy0+UeLTbjwyJpcls5+41Z4j3V/L40Hgv47hrMaNHGDF+CsJ9FVTr2y8wr8X6rAr+MjLR83+RUIBafvVSLWsyMXXpceoMVub1iiQjQktqiIY/L9aQX2fk9R15PDQoll+yqzhT0cxda84gFLgpvleKMqPNwejkQJYeL6V7qIbvZqTTZLJjdjiZ+N0R3p2Y6lXsX4sfT5axcnYGy0+Uorgu5zxAJQWBoEMTwRf/zGHJjB7sKajjjR+O0WCycVNCIAv7R7Mrv54avQWrw9mu+/SOvFqmdAshJUjd7vYFuPX8S44UIxWL6Bftx9aF/dieW8v+onqC1TLGdgli7ZlyugRpeHp4Ao9tPt9mO2qZiIQAFS6XiwvV7nPmxxNlTOkWwpJr8rozwrWUN5mxOV3sL6zDZHcS6iPDV28lKUjFzvv7IUSAxeEkt8bAy1tzsDqcDI71Y0xyECqZyGNy1WKxc6qsCQGgkom9iv1r8ewfF/jqtu4M/OSAl1TgZFkTs348yeGHBnFzUqAnT/5a3Ns/isRANTqFhL2LBjBn5SlPw8Bsd+KnlLL6dDl78ut4eXQy/aN1KKVizDYHH+wtYFCsX7smYeA+R+P/TiPuekiEAkI1HU9E15wp57e7+zIxNYQvDxbRYLYzNjmQEYkB2BxO+kb5eXxH1sztxcVqPT+eKHU76d+Wzps7chEAf9zdjwaTjZ2Xalh2vNRDL76zdxSBKgkysbBdlgHAhqxKDi4eyNguwZQ2mpiz8hR1Riubz1XRPdQHkQBeH5PCsyMcGG0OQn3kyEQCBn56gCaznXcndOWFUUl8vL+QRpPNkxAypXtom7jLrIpmwnzkHWrfr8BgdSC7rtGm/ifpvCKhkBidokPZi0wsRCISsupUGY8PjedYSWO727mtexgLVp/2/N/pgrvWnOGbaenMWH6CpEAV3UJ9yK0xMPKrQxx+aFCHenBwmzjanE6kCNFbHdQZbNzdN5qvD19u89o3xqVgdzjZeamGm5OCPMfzm8OX+eOevnxz+DI/nSrrUFbx9q5LxPgpPMc7r9bA2G+OsOO+/gxPCCBQJWV6ehgrT5Vxb/8Ynv29La0dYMnREvYtGsjCtWfIqmj5jxf8AAFqGXN6RXLkcoOHFfHVocv8ZUQC96xty2TKjNBSZ7ByqqyZOStPsmF+b/YW1FFvtFFvtPH69lxeuDmZwnojMX5KJCIRtQYrI7865HVf8VdK+fWuPoxODmRfYT1PtfopROoUXKzR89W0dJYcLWZP/tUCfvmJUqZ1D2Ve70i6BKkZkeDPzkt1OF0we+VJXhmdzMOD4ihvNiETi9AppXywN599BfU82iMca1X7zXsAc/FpfAfPQzfiPpoOrkA39G4uv30T8pgMfIffi1Asw95cjcOsx3fwfHwHzaXl5CZwudBkTEKo9seQuxeBWErIrA+RRXYn7sXjGM63dfO/ApfNjL2pEnPxaULv/BqxJoiqVY9RuewBAIQqHUFTX6Xp8kkad33p/huLgca9SzDm7CVkzieUfX671zbFmgBqN72Kusd4Ih/9FUvJGQRyDcqE/gikSqThqfgOuxfDxd0I5RqMlw5RteoxTJcOI1T4oBtxP36jHkSiC/97p04nOtGJ/xJ0Fvyd+JcxLT2M17bntUsbXDQwloI6E+E+ctT/pKlRg8mt924P685W8MKopA4L/jqDhS9adeyhPjLkEiEuXKyancnu/Do2nqtEJhZya7cQjFaHp+BLCFBx8prMa4vdicnuwGxz8PaErpyvaGFkQgAL+kSikYl5e1e+p9mRX2fE7nQxq2c4K095ayYXD4whyldB12A3HdHhokPdtlIqQiYWUlRvRG+2dXjcTpc10yfSl/FdQ/jsQCHfHS0mWqfkqeEJVOstPP9nDtE6BT+fu2p65nR5T2AvVOnpEuw2KBuTEsyGrEo+3lfIk8PisTvdngAdwepw4nS5SAvRUHtdAyMhQMXpsvblDwDze0fy+o5cfs2+SuldfrKUdVkVrJmbyaHCetac6dhzYfmJMiamBrcp+NPDfPhsSjeKG8ykh/kS4StnV34tNycFkhioJClIxd6Cej4/UMT4rsFU6s1MSg0mr1bPV4cu43SBTiFh0cAYpnYPbZ0UCrilSzB6i50Gk42kwKsFbWaElh/vyOBgYT3v7Ml3N6SmdOfuNWcob3a7n6ulYt7YnkdWZQuxfle/nxEJAUhEAi7VGqgz2jBY7LyxM4+COiMLekfS0kEcG8DxkiaazfZ2DRdNNgef7i/k1rQQjzP/jrxa/FVSnhwW7xX7mBriw5aF/ag1WLE6nPgrpailIgw2B/f2j8Zid9JktmF1OFsLWRkrTpTy4s1JPPhzW/nKU8PjCdJIPf83WB0oQmLIrjaglYsJ9ZG3kdaIREIeGBjD98fad9L+aHIa9UYbO/JqGBLvT2aEL6EaGTKxEI1cTEWzhaIGI0qJ2/NieEIAwxMCAGgx25nRI5xHNp0nr9aASChgfJdg1s3rxeINWczoEcasjAjsTtowd66Fw+mipNHM7Su8ow0NVjstFjuTvj/mJTEZmxJEYoCKJrOdKJ0Ci93J8AR/JnQNxu50Ua23sCGrgtuXn2hz30wJ0tA1xN3MivVTdtj06RKspqTx6vUZ5iMn+Jpj/48iUCVjRnpYGx8KgEcGx3G8pIFp6WFkRmi5u28U3x4p9jwvEMBzIxM5UFjfRrLQbLbjws1Uya0xeBlMFtQZuDkpgO+Otv+dT0oNQSUVU9FspkZv4ZVtOUxPD+Pt8V34/GARRfUm0kI0PDokDqvDSXqYlu6hWk6WNfLizclkRmjpEqwmXKvg6eEJTF9+osPPn19nYESCPxvn9yIxQI3T5cJotbMuq5K0EA2Bahmvjk3meGkjapmow6aQywXZlS08PCgOu9OJ2ebw8sn4T0J4zSV2tqKZE6VNfDOtO3/beYn8OiNysZDbe4Zza7cQT4PE6YLPDhQxr1ckH+wtwOF0Um+0oZaKuNKrL2syMWXp8TZNxDqjlTtXn2bDvF7c0Zp2A1DWaGZcShBVLWavYv8K1p6tYFJaCNG+CpbPymBTVgXLTpZhtjnIr6hlfIiZHqdewzHkYZYXiMirMaCUinCKZMhCkjEVtJ+iIQtNpn7LR/iNfhSBWEr99i8Iuu11rDUFVC5/EKexEaHSF78xjyGL60vF8sWoUoYCYMw9gO+wuzHm7ifq8d+RBMUDLup3fIoyrvcNDrr7uzZe2IVuxH2UfjoVe8PVa8ppaKBy2WJC5n6GLLIblpKrEjpr1SXsTVVIQ5OxVrRKw0RiZBHdsZQ+i6X0HHUiMdLAOFx2K/UuJwGTXqBy+SLCFi7Hd9BcrOXnKXp9iMfR32lqpu63tzBc3EPkwz8j0YZ0vO+d6MR/CHZ9PY7mKmy1lxGp/RHrwhHK1TiMzQgVasT/oCzFaTFgb67GZbcilGsQaQLdyT+iznL276HzCHXiX0aQSspPczK4a/UZz9RGLBTw4KBYGk02njt8gWUze5IS1Dby50aoM9puuAgvazKTFurT7nNOl7sgVUlFjEwMYOmxEu5YcZJgjYwPJ6cSo3NPdJ7/I8ej15WKhIxMDOSDvd7UYaVERIyfkghfBaEaGVtyavg5q7JdjeEjm87xyugUDiweyI5LtUhFQm5OCsRXISFCK0csElJYb2TJkWK+vK07U3443kbH//qYFL4+fJlbu4Vy15oz3NU3il4RvvipvBfzJ0sbGRDjx7Rlxz2P1RubuHfdWR4dEse8XhGUNZuJ91e2cee/goQAFWE+cnbeP4Bdl2pY/LO78eE2RrLeMK1BKhIiFQn5/vYe3H7dgrrBaOvQzEwjExPvr2rXAMpkc/DBngIWDYzukOZ95XUR1+1bnyhfnhuZyMQlx6gzXp0+39Y9lJuTAnn45/OIRAJGJgYQrVPw3p58+kfrGJMcxEs3J3Fvv2gqmi34KaW8uOUir+/IQyoSMqtnOAv7RbPmTBn39IsmyldOr0hfYvyU+CslXKrT46OQcKFKzzfTuvPABrcG/I6e4SQHqRn/3dVF6dmKZub/dJrnRyUiFwt5d/clxncN4VhxA3/986oHwP6iBoa1Zsa3hwCVlGp92wn7FRwraSRQLeODvSeYkxHOrIxwxncNJi2k7fUSqJbhwu0Yf7G6hWidir/tzGP5iVLsThfy1nivftE6jhU38tDgOM5XNLNqdgYf7Sskq6KZGD8ljwyOZXzXYDQyCRVNJposdl74M4eSRlNrc0NIvL+CMSnBBF6ncY73V/K3W7rwzHXnxGdT0jha3Mhzf3jTv3uE+bBhfm++OFjEW7vzkYuFzO8dybB4f7oEaYjzVyIQCDhR2sgt1xx/h9PFpvOVZFU2s2FeL17YkkO3d3fTI0zLJ7emdXg8NTIxNqezzdR9fu9Ilp8obeMnEaGVk13VwuS0EGZlhPPWzks898dF5GIhTw6PJ95fxdLjbZMZdAoJQ+P9yapo5rMDRbw0Opn5P51qM52enRHO7vw6z71DLXPTqv+V3O1InYLXx6UQppXz9eHL6C1uE88nh8czJzOC0kYzz/x+gXf35PPcyET2LRrIidJGTDYHNycH8fG+gnY/S+9IX8J8ZDwxLJ5fsqu80jL2FtTz4KBYfjpd3sYMMcxHzvAEfyqbzVgdTi5U66k1WHlk03kyI7Q8NiSeII2My/VG/rbzEgEqKTN6hOOrkBCpUzDpuv0I1sjIiNB2yLwa3yWICakhHCtp5OFN59BbHUxOC2FurwhMNvfvT6yfis139rkhKwFAIhby8MZzJAeqWDtX8z/yrvmfQCMVMzzB30OJ//LQZdJCNLw3MRWFRESDycbGrApuW3rcS+ZyrKSRad1DEQsFhPjIaTDZUEiEhGjk7MmvRSYWdvhbcrFaT6PJ5tUM+OF4Cd9N787DG9syqK7gx5Nl9J7ki04hYXSSP2FqEWa7k26+TsQHv0B/dDUcW8PsLjcxY+jdCBS++OnMiEc9hOmr2W22J5DIUaWNpu6Pd5H4R6Ebfi+NB5ZjKjhK455vPa9zGhup3fACulEPEvX479hbDfUMlw4iEMtwWo1IdOGIVb5Yay/TsP0TZLM/RhIUj606v837+vS+Df3ZP5D4R+HQ13sV+9ei7s/38L/5ESpXPOT1uPHCThSxvRApdfgOvQt5VE8chnpUXUdiyN4BDjvWSrcxbsi8L2jY+Tmy8FQUsb0QShTu7bUT32fOP4y16lJnwd+J/3PYGsqpWHof+lO/eB6T+EcRds8P1Gx6FaFUScCEZxH5hiKUKhGr/bwkKU6bGafNgtPYSPX6v9J85Cdw2BH7RRA4+UVAgDQ4EVl4F8SawP+DT/j/G+gs+DvxL0MpE7E7v5ZPp3RDIhJgtjnRKSWsOV3OB3sLCFBJOXS5AZVMTKzfP74A0spvfFpeySdvD35KKXdkhBOklvH45vMcutwIwOUGEwcLG9ymaDsveabdwRoZH05K5d3dl7wW1+lhPiQGqDw52WqZOxP7l+yq698ScDcalp0oQSkVsTOvllVzMghWey/CC+sM7Cuq5+bkAA4sHshH+wrJrnJPf+f2iuTX7Epyawz4yMSsPVvB2rMVvDYmmYcGx3nl6g6J9+f2Fe3rCT/eX8iRhwZxsKiecSlB7G5nuiISCnhgQAxBailZFc1emtrtubXc2s094U4OVLdL65/fO4KUIBXWdpoy4Vo5o5ODkIoutJlg9gj3aZNzfS12XqrlzXHJjEkJ7JBCPKtnGBO7hpAZ6euOgitpZFp6GCO/PNSmgFh3toIuQWo2LujNkqMl7LpUi1Yh4a83JTI8PsBjAGl3glAgoO/H+z3nhcXu5PtjJey8VMu7E1IZ9+0RdwLB4Fh85BIC1TIK6wxUt1gQCwXolFJPhOKjQ+O4+ev2I5Xe3HGJ6elhDI4PoNli55Vt3vTUU2VNfDgplYxwLS7ck+pvjxZ7jtvigTEcL+n4GIZp5dQbrZhsDr5uncgOjPFr8zqXy0VBnZFZP57gWEkTz45M5HR5Ib9fY3Jotjv54uBlXC4YEKNj8vdHWTu3Fy9tyWF812Du6RdFdYuFjAgtwRo5uTV69hfUsep0Gff1j+VCVQubzlciFAi4NS2Ewnpjm3hOX4WU+/pHMyk1hK251RitDkYlBWJ1uBjwyf42+326vJlP9heSV2tgSJw/DwyI4ZP9hXxx8DIBKimPDI5lYloIT/yS3e7xKagzcqS4kVNlzbhc7uN9vKSRPpFajrZjzPnAgJg2Tuf9on0JVEv56lBbFlJxo4m+Ub70CPdlxvLjHu252e7k1W15fDgplU9uTaPOaPU0YSqbLaQEqbhv7RkeGxbPucoWfsuuYv283ny8r4ATpU2E+ci5b0A0Q+L82Ztfx8J+0SQEKBkS50+Ur+JfdomP9VPx0s1JLOznZnWopCKifRUcKWlkyGcHPPv/8tZcXt+ex+yMcIbGB5BTrW9jiBmgkvLlbd3Jrmzh8c3ZiIUCFvSOJFAt4/71ZzFYHXQJ0mC0OVgztxcf7S1gW14NYqGAW9NCubNPJCtOlLKgTyRqmYTzlc2MSAggt8bAidImj3moVi7mjbFdGBrvR43egtnmaNfMVSoWsXhgLJvPVaGSiShpNHuub61CzN39onnyl2yve/rhyw18dqCIP+7ui83hRCISEqiSYrE7OjRvVbUmATSb7RwraWLXpTrm9f7PFfxmm4PKFgtF9W6m2UeT0vj8YBFftp6f5ypb+OlUGYFqGZ90YMAY6iOj3mTjyWHxrDpZhlYuJkAlpef7e0hqNbW8EYTXyPb6RPny3E2JqKTiNvfka3FFmrLxXCV3rj7tafILBPBE/2ncMyMO6+oHMGdvg+xtSAJjEU99HUlsb0LmfU716qdwmt2/T2JdOCGzP0EgliINTsTeVIlQ4YOm5wRKPprc7vs37PwCnz4zqFi2CGXSYHz63IZDX0/g5JeQ6sKwGxpxmvWEL1yGUOlL+L0rKP92/tVJPKBKG4PvkLso+XACivj+WErbGuBega26ALFvaNtjp/LDd9g9WIpOUPPzi9gbyhGp/dGNXIRP/1lUr3sO/7FPoEwcALjwH/cUQr9oRH5ROOqLO/QWADCc24IqaVCHz3eiE/9uOK0maje/6lXsA9jqiin7YhZBt79D+VdzMF8+ScTidThlSixl55DoItz+GVYDTlMTTruVqh8f9mLI2OtLqVhyDyHzvqDqx4eRRfUgeMbbiH06i/720Fnwd+JfhkwsItxHwR0/nkQsFCAWCryoxj3CfLhYrXdHCPWJ+oe366eUMiBGx8GitoVNjJ+CkBvofkVCAbN6hlNQb/QU+1fwzu58JqYGs2ZOJr4KCRKRAI1MzP3rzrK38KpJVpiPnB/vyPA4oF9BqEbOwn7RLGtnqgVuF+cfT5a6Ka4d6EbPV7YgEYv47EAh9/WP4nhpM+crm7l7zWmGxQfw2ZRu3HmNJvbFrbnM6BnuVfArJaIOzeYcThe5NQZGJwVxrqqFjyan8sxvFz0LXV+FhO+mpxPuI6PF6qDZ4vA4mgN8vL+Ab6alU91i4ZNb0/jL7xe8XPpn9gjngQExPPf7RRYNjOUvIxPdBnBGG8E+Mk6WNlHRbGLd3ExmrDjpJSNIDdaglnVMdZWIBBisTqZ2C2PZ8dI2kYgDonVMTA3l7d35rD1bjlAgYE5GBBKREI2s/cXlpweKGBCj43xlC7d0CcZgdfDy1lziZqqI9lOSXdXCt0cuU9Viadd07nKDicsNRtJCNHx6oIibkgLJCHfHxcUHqNFbnSilIppaJ4DROgUtFnuHUWL2Vor4c79d4KkRCV5NEbVMxI93ZPDFwSJWnSrH6nAS5iPniWHxDI3z51RZI3N7RXKkuOOC/46MCB66hnIvFws9TasrqGwxc7FKzwtbcjjWWsAMiNF1aGz53dFi9i8eSEGdiXd353NLl2Be2+5+7Us3JxOtU1LZ7E5keH5UEvcPiOX5Py965dQfK2mkxxkf1s3tRVyAt9bfRy7BRy4hOch9vZU2mjy55+1hydFivpmejkgg4NYfjnmm3SWNJh7/JZvUEA0nbyArOVbSSJcgtWdi+cKWHH6/uy/v78ln47lKnC73d/HUsARm9Ajj6d+yUUpFaOVuc7TZmRGIhQLPFPhabM+r5fWxKTywIatdo7kfjpXw9bR0Ht10jpe2uKd2mRFaXrw5GYFQgEAgQC4WsuZMObvya5nfK5I5mRFE6xRU6a1MX3YcsUjAoBg/YnRKNp6rZGG/6A4/67UoazTRYnVPYTVSMYFqKVKxCLVMQlLg1SZqjd7Cgz+fa7P/dqeLH46XMisjArVMzLsTujL/GhPHb6al8/Rv2V4U/kOXG+gX5ctvd/Xl5W05HpO/Lw9eZn7vSO7uF4XTBVsuVjPlh+MIBDArI4LEQDmDY/3xV8lYfuKq70KPcB+W3d6Tt3dd4tHN57E7nYxJDuK1sSkkB6pQXONlYDDbEAoFfHxrGmVNJuL8VeRU6/l4fyFr52ZysUrfbgO3pNHEl4fcSQNhWgW1JhsL153l48lpTPjOm0UkFgr4dEo3Pt53tZD++vBlRiT6E+n77yv6641W9BYHAlzsvFTH/evPen57ZWIh707oyu4HBrA3v460UA0CQC4RdVjw398/hhidgoOXG1h5qowvp3Zjf2E9ZruTp0ckYnW4PAaG10MuFqKQiEgL0SAQwDMjEpm14iTDEwIYmxJEXgfveVu3EGoNVu5YedKr2e5ywTsHq+g7ZQDdrpmq+4xczEZ7Os1ZeqY1FBJ29w+AC4QiHIYGan5+AYehnqCpr2FrrEQg93FvzNlB08Fhx2mox2FsoHHPNzQfWUXU439gvnwC7Faq1jxNy7F17um5QIB24FzC71+Jvb4Uh74ekSYQsTYYa0MZQVNfo+HActT+3usceUwmuuELEan8QChGKNcgEEtx2a+eQ76D70R/5jfqNr9+ddf0ddRuegW/W54m+sktVCy5h+qfngBAqNQSOOVVnI1liDX+CCRyXLb2JXhiTVD7n70TnfgPwd5USeO+7zt8DpcLWXRPgqe9SeWyRZiLTwMglKsJmPwiyqTBlHw6jdC5n3kV+9ei7re38B/3JJXLFuE7eD4uZxIiuQ9C+X82Fvz/dXQW/J34H2Fq91Be35FHs9nutRgQCOCBgbHcs+YM83pF/FPbjPFT8u30dCYuOcal2quLxxCNjI3ze/9dumSkTsnqDnTgm89Xsfl8Fb/f3Zdx3x4hJUjNa2NSuKd/NCUNJnqEa0kL0bQpksC9YOoS7H79X//0phqPTg5kREIAIxMDuFDV1rjpcoMRX4XbIOztXZd4YEAMewvqSQpQMzjWj7EpwWzNqea2Zce9oqgcThcXq/Rehmh/Tx/qdLlosdmQiYXsyK3lxzsysDqciIUCrHYnH+zNJ96/Oz4yEQqJe9rqIxezaEAMIxIDUEhE9Ir0xWJ38PW0dFwuFyabE6VUSHWLhSaTnZGJgUxbdoI6oxWxUIBSKqLFYsflgjt6hpPRqnGvN1hpMFvpF+XH8ZKGGzqJT04LYcXJUv64WM0309L582I1G7IqceHijp7h3NMvmiGfH/Rqdry7J5/1WRV8NqUbU5ceb7PNBpONCF8F/aJ9eXV7nmdh+ev5SroGqbnl2yM8f1MSP55s35ALYNelWjIjtJyrbGHz+cpWfXgYIRoZNVoZ8X5KglqbUBFaxQ2z1wEUEiG5dQak1xmvvTYmhde353lF3pU3m3ls83m+vq07d2SEUVBvYECMjpduTuLlbbme9xII4Mlh8WRVNHsVJO9PTPVqkNUZLDyy8Rx3ZEawv7XJJRMLO2xQANgcLi43mLi1WwgLVp/m3QldCdPKGZEQQIhGhlYh4Uy521vAYLFR1GD2Kvav4HR5M3sK6toU/NfDZHPQ3EGUHbgNDiO0ch78+Vy78ZblzZYb5rcHq2WcrbhKxW8227lv3RneGNuF2ZmROJxO4vxVJAYoUcskLL29J01mO0KBgGCNDJFQgMnqYHJacBstusPpotZg9foOr0AggDdv6cLILw956d5PlDYxbdlxNt7Zm8/2F/L2+K48vOkcNXor77Q2PuRiIb/c1Ye/jEhELRdT3GDk+T9zCFBLeGxIHEX1Rs5XtdBithHjp6SwzuhpoOy8VItIKKBbiA+rT5ez+kwZszMiuLN3JNF+yjZRcs2tBpId4WBRPaWNJu7qG83mBb35eF8hKqmIk2VNXsX+FRwubuRijZ7HhsRjcTjQm92eGB/sLeCDvW23L2mdFo9KDmTz+UrWzMnk3T357LpUx/czejD22yOUXeMx8vvFavYW1nFg8SC25lTTK9KXEI2MvFo3g+XahubgWD923j8AhVjAx/uKOvyMP54s46HB7ui202VNHCluZMHqM3w3I52SRhMHCuuJ9FUwLCGAzw4UsrfgKpPK4XJR2mj+Xy34HQ4nVXorTpeTsmYLT/xyHqvdyfsT07waxOBmJz348zn2LRrI7T3DUEtFbMurY/3ZSt6fmMpTv2Z7/VYv6BNFZoSWRzefQ6eQsm5eL3bm1dAzXItWLsbudLH+bDl3943ysAauxZWm77fT0ymqN3LvujMYrA5+v1DFb3f3ZeWpsjZGn9E6BcMTAvhwX2GH98s3jzbx48D74OcnkSUP5XzwzSxYmc+pueE0rv6IBnv70iahQotcG4qt+lK7E3Wv18o1BE/7GwiFVK16gpqNrxAw+UWqVj1Oy4kNV1/octG0fyn2xgoUcX2o+/N9JLowAiY8S/m3C1B3H4v/qIcQ+wQhkCpwWU34jXkMaWAsNZtew15fgkAsxafv7UQsXkfZl7NwmvXobloMAiH1f77f7v4pYzIpfncM9sar6xmnsYmqFQ8Rdvf3tBQcxafvDJr2L237xwIBqm5jbvj5O9GJfzdcVhMuW8dm1faGMoJue52yr+fiaL7KGnOa9VT/9CQh8z4n6vE/sFbmEfnoL7isJgQSGXZ9PU5TM7KwLuByIlT5g0hMw66v8L/lGSyVeUgCo5H4hCKU/PMeN///iM6CvxP/I8TolOy4rz/3rDnjcfyO9FXw8uhkVp8uo85oJTNC+09vNyVIw5Z7+lLUYOJCVQtx/iqSA1V/N5LvCvxvQPuXiAToWyddF6v13LbsOOFaOc/flMjIRH8koo4Lap1Cyr39oxjfNYg1Z9w61IGxfhTVGxnw6X4Gxvjx5W3dcTiciFqpyznVeoZ8foB+UTpeHZPMU79ewGp38tmUbvT9eD9r5mR66fF7hPlw/4AYdEoJIoGAMB/vBXmQWkaXYHW7RZVaJsJfJaXWYGPFiVI2Z1exObsKkVCA0+XyLK4+3l/AU8PjMdmcjE4O5NEhcbyz65InQkwiEjC/l1u/fffaM0T6KvhmWnfuXZfFC6MSeWlrjqewtDtd3s7Nail6q50pPxzjvv7RSMVC9ly6xIK+UZyvammTaQ9uKcBdfaI8edkTlxxlbEoQfxmZgFwsZHRyIF8eKm6X2VBYb+RClb5dym20ToHV7qJvtB8HFg/kvnVZnK1oxl8lpVpv4XKDiXCtHF+5hJoOtPG+Colnwmi0OtiVX8uwBH/CtQq6BGlYOTuTPQW1jEkJ4kJVC2KhgKRAVbvFj1YuJlgjw2xz4nK5GBjrR73RSnGDiQhfRbuFIrin0Dvu60+L2U6kr5JHhsQxMyOco5cbEQigV6QvdoeTv/55kVg/JQkBSv56UxLdQjUormkQlTdbWHOmgqndwzyPWR1OfP6OjEYmFvLu7nweGRJHiEbO/QN0Xs83mmw0mGzE+Kn48AaF1JKjJdzaLRRfRcfXp0goYHCcnyeu63qMTAzEand5mCfXY9WpMu7rH80bO9rG4QkFMCDWjzd2erMZdEopewvrPcyCCF852+/tj0bqQCQS4HC5cLhcGKwOfORijDYHTw5P4KakQNacLmdzdpWn+WC0OdDIxG3M7EYlBrLlYk2bx8FdpK08WYZGLuFocSNHHhrMV4eKyKs10j/al9EpQTz/Rw4HronrEwsFrJ07hANFDcz60ZtN89tdfXhvTz6rTnnrif8yIoG7+0S7s+TLm3l9bAq+MWKkYpHXdjuKMgT39/Pg4Die+OU8J0ubmZMZwYTUIBa3Y+Z4BWvPlPP8TYmsPVvFnb2j+KQdHxSAftE6VDIRl2oNGKx2RiUG4nC5+PTWbqikIjaeq/Qq9q9Ab3EnSQyL92P4F4fYdX9/bl9xwqt5CrCvsJ73dufz/KhEnDfozDldLo9hnahVLnGxWs/k748xq2cYM3qE8f7eAt7dk9+mYJ3SLZTiRhO+VS1UtljQKSSEaGTtyg7+EZQ2mvjuaDG/nK/kpZuT2ZBVwZA4f+ZkhPPi1twO/+6d3ZdYMSsDtUzMLV2CsNod7Cmo4+c7e1NQa8DhcjE4zp/tuTWsPl3O1G5hlDSaWLj2DFq5hMQANT5yCbV6C0uOlvDJrWm8NiaFzw4WUtFsIdJXwUODYhmbEsTNXx9GKhLwwaQ0z33U6YKHfj7HilkZrb9FlYiFAmb2DGdSagjfHSumtKl9XwBwMy1E8YPQPLqNPS3+vLenjiPz44mTt+C8byVCqQL96V9o2PVVm6iJ2k2vEnbP97gcDqShKVgr2kZBSsO6YC45Q9WPjyANTiR84TJKPr0NkcKHlpM/t7tPhnNb8Rv1EIrYTAImPEfZ13MB0J/9A1XazTRl7yDy4c00HfkJaXAilUvv9/yty26l6cAyLOUXiHhoAwKBCOOlQzgay3FZ2x4HSUA0dn2tV7F/LWo2v0rI3M/B6cBceAxL2TUyJoGAsLt/QOIb1u7fdqIT/ykI5GqECh+cpuZ2n5eGJGKrL/Eq9q9F3W9vEf7Aakx5B6jf8Sk47OhGLkI7aB7Gi3uoXvesu8E2+lHi3sgGhw1z0XGaD/+EQKZCN/Qe5FE9EGs72S6dBX8n/kcQCgWE+8j5YFIq9UYbDpeLJpONj1sXlMGtefD/CmL93QX+FeftfwY9w7XIxcJ23cyndgvlj+v0p2VNZp74NZuRiYHE/50JJAj48WQpe1pzvr87WuyZIu3Or+NsRTNhGjlqkZAGo5X715/FXymlssVCSaOJDfN6sa/QHYHkcLqnp1cK+Hm9IhgS58/L23I92dc3JQbw2dRuJLZOx4M1MpbP7MmwLw56Ta9EQgEfTkwjSC3D5nCSfU1D4Eox0j3Uh7v7RhHnr6TOYCPCR8bb47syb9XViDZwT3W/OVKMVOyOEVt9upyNWZX0jvJlzZkKFvaL9tC6r8fsjHDkYhHv7M7nZGkTd2SE8/G+Qk6VN7GwXzTT0kOZmBrMd0eKqTVauaVrMCMTAiisN3Jvv2hCfeSY7U5e3prDbxeqmd87koGxfmzI6ti9/8+cagbG+LUp+B8bEsfda89wqqzJrbu+rTvv7MpnYmoIRa0u6GIRzMmM4IUtOe1tmklpIdy1+gwAo5ICeWd3vkexoZaJSQ5S46+UMCIhkLd35WGwOnhvQiozr5suSkQCvp/RA5PVzl9vSsRHLmFSajA2h4sBMToPvb49VLZYKKw3khqiAa7S4BOvY0wsm9kTvdWBUnI18u9aHGr1AlBIRJ5INpfLvbjuKO5wWLw/vgoJczIj6BvtS6Cqbbc8RCOn0WTzFEcdQSBwxyfeCAEqKaEaOT3CfLzOSXAbRj47MsHDLGmPYrw9r4ZXRidxtLiR7dcYQEpEAj6f0p2vDhW1KdLu7x/DM62xa08PT6BLsJpXt+Yyr3ckH+0r4I+L7vvF+K7BvDomhTqDhWqDjZ+zKgjTytl8Z2+e/DWb6elhpIf6cGfvSK9YUYDUEM0NPSyOFDcwr1ckL23N4ZXRSXw2pTtWhwOr3YXBamdOr3Bya/XUG22MSAjgrVu6IBYJmLr0mBf9vmuwmtwaQ5tiH+DNnZdYN68X3x69zOHLDdQZrFQ2W4i6xmMlUCXl9vRwlp9sK10SCNz31hUnShELhdQZrXy4z+3XciO4XPBnTg3ju4YgEgoYEqtjb6H3sRAJBbw3oSvv7Mrn84NFOF3u7/v+AdE8PSIBjUzchoIvEgroF6VDLRORVdHMPX2jiNIpyKpoaVPsX8GSo8U8PjSOKd1D26SqXMGMHmGe8zw93AeRUOC5h648Vc6igbHU6K1tzqPuoRompYbw1K/ZzMy+qq1ODlSzaUFvkgI7Zji1h7ImE+OXHOFseQvr5/VCIBDQYnVwIa8Wk9XB/f1jKG00e67ra5FfZ8RodXiOw9yMcPqHKXBJ5KQFa3C4nGR+uI8mU9sG1BPD4vnpdBlVLRZPk/3Bn88xIEbHK6OT0Sok1BmsrD1TQaiPjIvVejQyseeeegV5tQYmfX+U27qH8sGkVLqF+PDGjjzGfnuEATE6Bsb4sSWnps37g9v8cUtzIC9uaeKODBFbJyip+XQUJVdM8QRCfIfeTcjcz70Ka6FUiTJpME1H1+Hbzz1Rr9/2MU37f/BQ6cXaEEJmvk/5krsBsFbl0bDrS3wHzsFhamo/q7IVAqkcZfIwSr+YidNw9bg3HVxB2L3LcRoa8B08v03U3hWYC48hEEpoydqCVBeGJKB9SY48rh8S33AiHlzv3seKi9Tv/AJ7vfu6tFUXIPGLpOj1QYTMfB+BWIqp4Chi3zA0GZOQ6MI7Kc2d+D+HxDcU/1uepmbdc22ek4V3xeVyYSlpGx16Bbbay+B0UL/1QwRiKWH3rkAgkVO78WVcDhvaAbMRqwOoWLGYqEd/peL7+7CUXW0+txxbh0//WYTM+gCxz3930f9vKfibm5spKipCp9MRGRnZ7mtKSko4ceIEkydP/nfsQif+g/BVSGgw2ciuauGd3fmeaW9mhJZ3xndtt0D4n8DlchfJ23Nr2FdYT7dQDWMTYrA5nIhap/P+KgnfzejBgmvMgADSQ324IzOCae3Qv/UWB03mG7sxAzSZbaw6VU5pB9F1K0+WMTTOHzViGk02Hh8Wz/nKFuqNVqakhRDiI0ctExGgkjIuJZBP9hfy/sRUnv4tmzEpQcy8zpBve14twz4/yKEHB3nkDOlhWk48MoR1Zys4WFRPrJ+S6elhKKUi5GIhMpGQGD+FF3X5xZuT8FdK+XBfAQV1RsK1chYPjGF81+A2hdUVLDlawtKZPVh9upxVp8v5dUEfPj9QyNiUIP7MqW5TYD89PAGXS8BTv2Rz7OHB5FQb0CrEhPrIKGsy8+KWHF7ckoNGJmZcShCvjknB6XIxY/kJzl3j5h2lU/Dl1O48+Ws2jwyOpbLZ4jWpvh5KiYjQa5gQvgoJTwyNp8Zg9dCTa/RW7vjxFHseGNDq9O9i8cAYdAopY1OC2JVf63G3voLHh8YR4SPn86ndOFXWhEAAfaN88btuQh2glhGglvHhpDTKm9zmYBvm92Zvfh3nWmP5pnYPpbLZQkWLlcJ6o1fDJNRHxnsTOjbGuuKPUd5suaEsQi2ToJZ1PD33afWC2J1fy6TUEDa2Rje+ueMS381IZ9GGLArqri7a00N9eGVMiseA7qFBsczJDMfa4sLqcHki94LUUqZ2C+GjffnM7RXRISX8joxwtDeY7oO7mZEe6sPHt6ax9kwFy0+4fTFGJgTwxrgu+CklnCxzx3qtP9t+E6jBZGNUUiAPDIzldFkTWrmYwXH+VLaYvczmBAJYPDAWuUTIO+O78nNWBVKxgAWrT/Pb3X2ZvvwEjdc4tG8+X8XegnpWzc5g4drTLOwXQ6yfkuf/vMivd/XBaHUw+pvDfD0tncOXGzh6jflko8lGiE/H/iPBGhkNJpvbdFQjo8ZgYcvFGr496jZfnNcrggOLByEVCdApJMglIl7blttGa397j/AOow4BNpytYFxKMGvOlHOyrIkeYd4JDkqpmBduTuLA5XqvcwHgnfFdWX6itDXSLsDTCNmaW8Pk1BAuVLVlVYBbrvPJ/kLWninn62npvDm+K6tOlrHsRCnNZjtD4vx465aubM72TkGxOpx8tK8Qp8vFG2O7oLvm3JmdEfH/sffeUVKVWff/p3Ku6pwjdDcNdIAmZ8kiqCBJAUWCmBM65pyzDooBQZJgQFARFAREcmxSkxronHOqHH9/VHfRRVUzzvv19868M+61WIuuunXvc/Nzztlnb6b3jGJ3Xl3rcYtBKxeTEKjs0EIP3AKKdqeLzEgtI5ND2HGFK0iYWsrCYZ3RtCbMIjQyFk1M494Nl/tHX//tIl9M78GW89V8f7oCAQImpUcwNTOK13dc9ElM5NboGff5IfbcO+iqDihX4mhJE6fKW5ia6WYNPPzjZdX7Q8WNfHawmG9v68V9G3J8NE96RGmpMVi4+ctsnC6Y0zuW67sEkhSqQiRy6448NyqFR9oJXI5OCeXhoYmEq2V0CVWz7UINhfUGpmREcqi4kf2FDV7aOi9f28WjadNisROhlXsSiW2w2J2sOVbGT2er+HxqpueZsye/nidGJPPx/kIfuz+hAJ4dncL01dkkh6p4MktB1auDcZovvyNwOWn8fQmhN72MsssQjLl7UPeYgECmRNV9BLa6Yso/n429uRpVtxEkPHsAU/EJBIBQqqBi1T3YGy4nfFpObCLu0S2IFFcvULhaRciuhMPYiK06n5L3JxBz3zqvdV8J4/nfMZz4ifqyM4TP+AB5fE/MRZdtDZXdRxMw+DZqvnva09MsT8gi8rbF1P70Gqa8Q4g0oTgMjciiulO+dA6KlCFEL1iFNDThquP/C3/hfxMCkYTAYfNx2czU/fKOh82i6jaC4HF/o/r7F9D1ndrh70XaMGytSb7wGe/TeGAthlM/e743nP4VWWwGMfeuoyX7B69gvw3NB9YSeM2CvwL+P3uFH374IZ999hkOhzurnJmZycsvv0xycrLXcsePH+fJJ5/8K+D/D4BcIqJ/fCBVzRaWTs3Ehbsyo7faSQ5REazqeJLrD2abA6fL7UvvD6crWxj28X6vifgzIiGb5vUlMViBTiYhSqsgLcLG+tm9uVhjoEpvITNKS0qomhGf7Pdb+ZeIBMjEvvaBTSYbLRY7YpGACI38H1YxAawOBxdrDDSbrYQopVzTORi708X5GgO/5dWRFqEhp6KZQYlB3D0okWWHilk7M4u71/sXJalotnCgqMET8IuEAvLqjGy/UMPE9AjEAgF/35PP/P7xLPj2JDdnRfPquK6UNJo5XtbEDd3DcbpcPPCD+2HYLy6Am9IjkYuFHC5uZEH/eJYc9O3PNNkcnsmbw+kiNlDBi9emMuzjfTw/pgv3DxaxK68WjUzMyORQtuZW89PZSvolBPDV8XJe2naBhCAFX0zvwQe78/n1Qg0uF8QGyJmcEcnpimZWZpd6BfupYWrSIzV8c6KctTN6IhAIeG5rLjf3iOowkJzTN5b0SA0jk0MxWh3UGqx8eqCIbRe8q0cmm4Ps0kYyI7XYHFDYYGLI4v2EqqQsmZrBkyOS+f50BYEKCTd2j2B/UQMDP9qHSipiTt9YorRynhmVjFLq/9GplIpJClXTbLahlIqJzZLjdEGz2caSQ261/bv6x/sov1c0W5CKhahlIi9WQBsmpUfwy7lqOgW7ldmvRFWLBZvDiVwiumq1tW9cgFtobG8ha2ZmIRUJWZ9TQXmzmTvXneTjyRnIJSLOVrbQI1pLTkULE5cfpt5oI1Lrtjm7Z30OP5+vxulyi2h+cEMa13QO5u8T03lpWy4pISrSIjRe5xQgK1pHYpASi91OeZOVXfl1FNQbGZwYRLdwDdHtAqFInRyVTERsgII7B8QjEggQCuCpn8+x6Vw1L4xO4YUxXTha0ugT6LxybSprjpWx5lgZComIzsFKDFYHAQoJOrmYYw8PZW9BPSabg67hGjaeqeSmFUcZkxLKi2O7MOzj/YzpEsYv56q9njFtaDTZ+OVcNYMSgnnn9zwWDutEYrCKgnoTWrmYS7VGHt90jneu70Zpk5lDRQ0EKCQMTAjE6nDyfU6l33Mzu1es26lifFcaTDauX3bYKxF3sKiBHlFavr61F4eKGwhXyzjnh5GhlYupMXQc8NYYrCS0WmcGKSV+n3lhaikfTkyjqMHEgaIGgpVSRqaE8M3xcr45Uc6ErmE0tQvSdufXsXBYJ5JDVFys9W5l6RMbgFYu9vr8XGULhQ0mFk1MQy4RIRUKiNXJO0zgfHqgiIeHduKegQl8d6qCGT2jSY/UcH0768Wlh4rpHqHhneu70XAVTYoYnRylVEy0Ts6SKRn8dqmWzw8VY2i15ZvdO5akdiwvlVTMjJ7R9I4J4P3deRQ1mOgeriVYKeF4aSOT09194kdKGpjQNZyvTvgP9ArqjRQ3Gv9wwO9wOlmdXUr3CA0PD+3M0MX7fJYx2Rw89fM5Pp6czvill4+FqJU6//bOS4ztEsZ7u/J5bPM5Pj+kYtud/YkLVKJTSJjXN47ruobzy/lquoWrOV3Zwsw1x2kw2RAJBUzsHsG9gxIIUUkZmRxKQpCC8iYTQUoZERq3hWv7BM3W89XMyophdbYvO+TZUcmsOFJCsFLK7D4xdA1TU9Fk4ttbe/Hkz+c9z/aEIHeyt2uomg8npQMumnN/8Q7226F++4eETXsTWVwPdP1vwXD2N2w1+TTu/sKzjLXyAo17VxL/t22Ur7wbqz81facDsSYUh7kZZbcRGM/+5rOIonO/DquR6vRx3uJkIgk4/F+HIm0YDmMjAHWb3yD6rjWUL52LbuBMFCmDEWvCKHx1kFfvs7nwGKUf30LsAxsofm88gcPvpOnAl4ROfJbit8cij01HIPyLtPvfAltjpfuecNpxWo247DZEmlAkgVEIpf6tkf9VEGvDCLn+KQKGzMVpbEAgloFQSN32jxCKJcg790MoV3tcN9ojeOzDIBQSu3ATjpY6r2C/DZaSU5gLjmLxY5vZhoadn6JMHoRA9N97j/ype759+3YWL15Mjx49GD16NFVVVXz//fdMnTqVd955h1GjRv2Zm/sL/0aI0Mi5rXcslS1mGs121FIxYWrpP6zmtUdls5ljZU18vL8Qm8PF3D6xDO4URLTu8sOrWm9hxppjPhNxq8PJtNXZLL4pnfd25bFseg+6h2kIVEiJ1smx2J0Eq6S4XC5UUrHXZLUN0zOj0bWjQRutDgobjBwsqkdvcVDUYCQjQsuY1DBu6RHN27v8P1weHdaZ/QUNJASrOFzcSGWzmbRILbO/OuGlyj4wIZBHr0ninu9yWDY9k/w6I9mljR0en18v1DC9RzQAdQYrL/yay+HiRna2Wu+N7xrGhWo9n0zJYFdeHa9su8CtvWJ4aWwXBAKYtjobpVTEsmmZ5FbrPa0Io1NCePSaJA4U1pNzRZDW5r4A7iqdABCLBJQ3W7jzu1OEqaVkxQRgshn5ZH8RVoeTuwbEMy0zihGfHgCgsN7EzauzmdMnlmdHpyAXC2k227lUZyArWseub93jjw1Q8P6N3SmqN3KwuAG1TITV6cJsc7C3oJ77BiUwtFMQu/PrvcY4sXsE/eICMNmcjP7sIEumZjBtVXaHx/F0ZYvbPm3RHg/7o7jRxLWfH2JEUjCPj0hCKxMzop3Vn8Hq4KO9hey8WMuWO/p3uO42tFHuwW39NuBD92T9pbFd+KKD6uubv13i61m9mL4628txoEeUllt7xTJt1VE+mZzh9ZtavZUdl2p48dcLFLZS/l8f35XeMToCFL6Bf6RWzqoZPZm55hgz1xxjXr9Y1s/ujdPpolOwCrFIQE55E8FKCe/vyuP705crle9e35171udQ0I62W1hvYuKKI2ya15f0SA2PXtMZi93J+tm92HGxlpVHSxEKBNyUHkmUTk5+nYFAhZShH+/zYt4kh6jYuqA/Ce2o5W3HsNFk43RlM2M+O+hJ1D35y3kW7y9k6bRMypstbDlfTbhGyk3pkazOLvUkVEw2B6crWwhRSVHLxCSFqBjx6X6UEjEioduFoS2htTvfXSm2OpxkRev4+Zx/C06AXfl1jG8NlD49UMSKm3vw87kqpma6e2a7R2jQysWoTEImZ7htLh/4/jQ3pkXw+PAk3rrCBvTBIYkMSgzkuq5hRGjlLDtU7Jd1c6K8md8v1XG+poU9+fXclB7Jd1cEyacqmhmUEOTzeRsGJQTyy/lqxEIBfeMCCVT6XicauQSRUMDbv+eRFqGhpNHER/sKPC0U8/vFsyXXuy3qjnUnWX1LT85V61sp/wKmZEQRqZVx1/rLQZLR6iBQKWXT2SrKmky8e0N3xEIBX50o587+8XQJU7P0ULGnEgzuFqMGk50uYWoeGJzA2NRwxi895DPuM5UtfHeygolpEX6TTgBvju/qSS4lBquYG6RkfNdwXECYSkql3sKBwnoqms10DlERpZUTqpbRJy6AL6b3wGx3opaKEIuEfDApnXd+v8SX2WXc0S+Oar2lQ+0DcF9vf9BUAaFAwN0D48mrNXK6stlv+wpATkULWpmYUckhbL9YS4xOzuvju/LpgSI2na1i07y+vL87H5fLTbHfdLaSuX3jPRosnYIVzO4dzYqjpV52lg6ni/U5FRTUG7m9TywP/HAaoQBeGNuFnAo9H+zJZ3BiEEunZfLq9oscLGrgo30FfDYlg8QgJZ8eKKRabyUxSMnCYZ0YkRRCSaOZBf3j+WhfAV8cLiFKK+O50SmsvqUHJU1mHE4XoSopcYEKNAoJI5NCyKszILiKqCoOO4rO/REpdThMTajSx+I0NhAwdB6mwmPU/fwW9voSXFYTVd88hrb3JBoaygga8yCKpP64bBYadn+Bpfg4pvzDOK0mImZ9RMUX8zBdOuDZjDyxN5Fzl1K6eJrvuVLq0PafTtEbwwFoObkZbZ8pNB/8ymdZgVSJOCDKwwCwN1VSvvxO4h/fRuXXj2OtuohApvIrdOayGmnJ/p7Qqa8jVgdjvLgPSVAsgdcuRNd3GiK1rwXrX/jPgsthx1x2htrNbxA4+Haqv33CwwIRSGQEXfsIwWMe/F+tZrucTlx2CwKxFIHQf6FOKJG3sk8SPJ+F3vCMO8gXSYn726+ULJqEo6n1vSsQoht8GyJ1MGUfTiZwzAPYqvL9rRqAxr0rCBxxN/ps//obLqsJl8v1D1sK/5Pxpwb8K1asIDMzk6+++srjCzxv3jzuvfdeHnroIV599VVuvPHGP3OTf+HfCAqp6A+L6l2JymYz89ed9PIB33ahhh7RWjbO6etRza/RWznjZxIH7sqbUOCeAA1bvI9jC4eRGKT0Utxvsdj4+tYsbl173KsyODollIeGJhKuuTz5Lag38tvFGlYcLaXeaGVIYjCROgWf7i/kzoHxfHuq3Ke6ODUjEoVESFKomvd35ZEWqeX67hEM/mifz4Rtf2ED2y5U0ytWx4acCh4ckkikVu5XlAogqd2xNdsdPnTbW3pEIxC6rcraJp3fnCwnQCHx0I0/m5LB3/cUePUSrzxayg+nK9l25wCGfbzfS/xrWmYUP5+rJkQlZWZWDHesO8HnU3vQM1rH8bImqvVWtpz3nviPSg5lf6F3UN5kttM9QsO7v+fxfbuJ/Le39QJAIxOzZGoG87896bX/i/cV8snkdN69vhsysZD7Bycyp08cm89VIRYKmJEVTVyAgrJGExaHi0aTjdJGc4eieeBmN7z+20WvgLMNv12q45VrU3luS65fm78zVXpOVjQT7cfFoT0qm81U6a00mqwEKaU8MSKJ93blo5OLO7RUPFLSyJbz1ey6ZyCHixup0lvoGq6hzmBl1tpj9I0LYGBCIIeLG3C63FXYXXl1zPv2pGcd2aVNjPnsICtu7sHMntEe4cg2KCQiru8WzqlHruG7k+WEa2QoJUJUUjGXavXEBchJDFZhsDrY1O5ejA1w2w0WXNGj24anfznPg4MTmfvtSVRSEbf2imFKRhRju4RitDlZlV1CcYOJQw8OIev93T7H/mKtgdVHS5jVKwaDzYFCIiJcLUMtc7fFLN5X6MPKKW0y88APp3lmVApOl4uLtUaqWizUGbyTgTE6Oetm90YIVBus1Bls1OFbeXO4XLSRd/QWO0F+AuE2BCkl6FvF94xWNwsmXCMjVCXlgxu7c6HGQJ8P9nju+bhABR9NSuf1HRdYOKwz++4bxK68Olwuty5AiFKKSi5CI5PQYLT6Zdu0YfmRYoZ1Dia7tInnWtt02jszfH2inPWze/PT2Sqf49yWoHt5+0WWTs2kU5DSy/KzPbJidExKj+C9Xd6TrAeHJJJd1sjgxCBsDherskuwOVzc2T+ewnojQxICqdVbsTnd5z2nwvt5HaSUkFtj4JlRydzYPYKnfznPr+2YOCKhgPdv6I5MLOSbE24qp0AAaqmISK2cZ0cns+ywf2tUgLXHy7iuayhf39qL57bk8uOZShxOFxEaGW+M78qolFAqms3UGawIBBCquiyod7aqhWuXHPRq1xqcGMTamVnEBCiQS0ReLimJQUrevb47T45Ixu5wcrZa36F2TNvyfxQVzRZe2JpLfr2Rp0YmX3XZGr2VtyZ0I7/eSIPRyts78zztXGVNZjIitMQGKJjTJ4auERq+PVHGy9sv0Wyxcc/ABKb3iOLVDjRZjpU18cTIJJRSEUarg+e25PLtbb1YfkTM3oJ6sldls+H23kxcfgSL3ckd604xrFMwW+7oz8VaA9V6C79eqCFSI2NUSig3Lj/sSXY1mmzc/OUxZveOIUgp5f3d7mutd4yO7+f0IVqnwOZwIonq4XdsgSPuQtV9DNXf/A1r1UVkUd0JGDqHxr0rMV3aT/i0t4icswRz3kFqfnjR/dkt76LqNprajS9Tu/lNxNpQAkfdT/i0NyhfNg/TxX10ev08EbctxmW34tDXIlKHYK3IpezTmUQvWE39jsU0H1iDy+lA3fN6Qm98ntpNr4PD/UxoPvgVMfetx1px3ouqL5AqiX1gPQKpmuBxj1K39X1wOlB06kPd1kXoj31P6MTnaT66vsNzbSo4QnD3UZR9MoPYBzagz91N0OiHEErlCGX//1lB/oV/D1hr8il8eQBRc5dSvmyeV+uIy2ah7qfXEGtCCRp9f4fB958Fl92Ora6Qxv1fYrp0AFlMdwKH3YE4OAGR7B+zDCS6CGjtoHEFx5L4/GHs9aVYa/IRq4NpObmZihV3ur+3mnE5/AsrA7gcNiRB/lvIwW1/KRT/8QLkfyL+1IA/Ly+Pu+++2xPsA4SHh/Pll19y77338uSTT2KxWJg2zTdD+hf+u3GsrMkr2G/DibJmNuRUcP/gRAQCAXan/4lUG0w2J1KxgCaznQ2nKnjkms5e32tkErqEqlk9oye1Bit1BisxAQq0MjHxgUqPQn9xg5Hnt55nQzv6bVFDKRtOV/Dtrb2w2J1sv3MA606V893JCuQSIXP7xDIiOYSCOhMSsYAAhYRdee7+0I6qM6uzS/l0cgb3f3+aBwcn8Og1nb36NNsgEgroHavjZHkTGZFaVFIxaREafs+73HPeOUTF2M8P+lSYGk02msw2IjQyJCKhX+GwJrOdRXvymdMnho/3u4ONa7uE8vSoZL46XsbqGT25//scLtYaWu2gujP8k/0+60kJVSEVCwlQSJiUFkF5s5lDxY30itFRa7B6BfsAYqEQqUjI7N4xLN5X6DfZce+GHA4/OJTeH7g9vKK0coZ2CsLhcrGvoB5tahiTV2bzyrguACw95Kb/+muPCFJK6BMb6OUffiXMDqeHNeEPG05VcF3X8A6/v1CjZ9KKI14uCtd3C2fNzCy2X6xmQHygz3FoQ6dgFaEqKaVNJjaeqaKoIZ8Wi52pGZFMzYyi79/3eNgpSqmIF8d04e6B8Xyy3ztAfPjHMwzvHEJsoO9LVyUVE66WMqpLKAV1eqx2FxaHjZ7ROvYW1DP76xN8Mb0HKqnYw6TpEqriaLt+9CtxsrwZVWvgaLA6+PRAEXsL6lk4rDNzvzlBZpSWXfcOorzRhNnmYEK3cDIjtTRb7Kw/VcHCYZ2oN9ro+f5ums12REIBUzIieWtCN5rMNo+F4JUoqDcSGyD3VLN3XKzhnQndeHpUEk0mOxaH022HKRIiErqZKVf2GLfB5nARqZGjkYnZkFPBi2O78NulWt8FgZk9Y3jhV7fIo0DgbmG6vlsEKqkIm8PFx/sLvZZXS0V8sr+Q5Tf35LGfzrL9Ui2PDk1kTj93kOxuI5EypFOQjz7ElWg/9Md+OsfqGT158ddcDrU6PAQpJFhsDn65ox9P/3yeA0UNCAUwvms4T41M5lx1CycWDiNEKSH8KsrxISoZT41I4rZeMZ6e9J7ROjadreLlbRcJU8s48uBgnhyZhM3hZNuFGu5an8OtWTEEq6Q+ThzgTm5UNlsoqDfQKVjJhpwKr2Af3JXlB388zU9z+7LuZDlOF1yXGuaxDwxWyak3djzxM9kcdA5W02i08rdhnXl8eBIioVvXQyRwJwROV7SQGqYmKUTFs1vO8/p13VDLRD7BPsDegnoe+ekMS6dlovGjjyGXiIgJUGBzONhdUM+cvrE+9yO4BVNj/0GisD0OFNWzr7VfvnOwCqEAH70GcAsCljSaEAoFTLlCm6ZzsJLesQG8dG0KAQopnx4o5NSvF0gMVPDG+K7suFiDQiIir9Z4VWvOvFoDUVq5xyZ37bEybkqPZPmREkw2B2uyy5ic7hZBbEvEvvBrLhvPuK+b+f3icAEP/Xja77238mgpm+b15e978nG64GhpE7/m1jCnbxyBSimVwekEakJxtFy+VtSZ1yEJ7UTphzd5PrNW5NJy7Aei5i3FVldE2ZJbiX3wR1xOu0fV22W3UPTmSHC6E7q22iKqv34U47mdhN/8Ns2HvkF/YiM1G57FZbMgkCpRZ1xH8HWPEjX/C+zNNQikChKe3Y9AJKHlxGbqtn3oZQHoslko+3QGYdPeQKQOxlp5CbEuHLEmhJofX8Z0cT/aftOJmreM8qVz0PaZTNmnswCw6+sQ6yKwlPp3vRAHxuK0mkh89gAupw2Rvh7Txb0o4nvikMgRKTQdnse/8H8bTquJ2k1vIJRrcNktHepE1P70Kto+k68aAP8ZMBVlU/TGcE9fvuH0r9T/uojYB39AnTYWwT8RYAsEAqTBcTj19VQsX+DjXGHM3U3giLswnP7V7+81mROQRndHpAnB0eL93pYn9EKe2Oef3Lv/PPypAb/VakUu951AyOVyPv30Ux588EGef/55LBYLOt3/TLn9L/znwWSzs7gDmyZw92/e3MMtZBWokBDYKhJ4JYQCdwWrrQf6t0u13DcoAZnELVBksjvQysSEqmUEK6WUt7gphFKRkMgrJr6VLRby6oxkRes4U9XiqZQZrQ7e3ZXHMyOTGZ4cymPXJHFzj2jyag04XS7MdichaimjPztAtd7KoIQgyjuo2INbKFAiEuICrE6YnhnFkZJG1rbr8ZaJhSyelM5HewvZU1DPsYeHkhCk5OVrUxnS2tepkIgobTL7iB+14UK1gWk9oth+wb8iMsAPZyo5eP8Q+sQFEqKScri4gVe25fLUqBTOVul5a0I3fj5XRaPZTq8YHb8u6M8DP5zmfLUeiUjApLRI7h2UgMHqwNk6plHJobx7fTckYiFVLRY+nZzBF0eKPfZzx0ob+Xl+PwKVEvp84MeUG/ckd8fFGrqEqsmt0VPebObr1sqfUABjuoRRb7J6mBxnq/SUNJp5+douvLUzz2ODlhah4atZWbRY7KikvrZpbXC5QCeXeFVN2yNU3bEmRXmTmXGfH/KphP90tooAhQSVVMQd/ePZdK7KJzETqpaSHKqi5/u7eWJEMutn90ZvddBgtKKVS+i/aI/XhN9odfC3TWf55tZerDtZ4eV13WCyUWu0+g34G0xWTlU0IxAI2HGxDr3VwXWpYSQEKpm/zs0W+OG0u0+6LXBtMNkYcBXBuSClxIcRcbqyhVCVlNzHhxOgkBCqlrEhp5zN8/vx05kqNp2rIlgpZem0DI6WNvHajssVRofTxTcnyiluMLHi5h4EKSV+k0E2h4sqvYWZWdHYHE7uHpjAkZJGXvz1AsEqKfP6xrG/sJ6JaRFIRUKOlDQyOjnUJ8gECFRIUMtEvH9DdxZ8d5J6o41ZWTF8eYVa/cysaBrNNk9geF1qGDq5mMoWMyfLrZ4qJcCQTkE8NjyJ0xXNlDWZOVXRzFsTutFitRGkkDL3mxMeoUiFRERmlJY3rktlTp9YjnSQYJmUFsG3J90JjtwaPXO+OcHdA+J5fHgSiUFKNHIxCokQhUTExrl9aTTbEAoEBCulaOVi+sUH+l2vP+jkYsryi7mtd2eWHy7hli+zsTvdAoJPj0ohtlVTpLjByLNb3AmQL4+XsnFOX2QSIR/tLcBgdSAVCd12dj2jMdkcZETqMFrtHba3uFyw81ItgxKDsDucfDw5w9Me5nK5GJMSxls7/bdU9Y8LQCYWopLKCFBIsDpcSIVwodbImCUHva7TAIWEL2f05M7vTvLKuFRKm8wIBXBtahhdw9Q0mGxsyKlk/akKXh6biibsanavIgYlBCEUCLDaLzMfAIZ1DmbJlAyf90xH0FvsXp73606W8dzoFF64woZPIhLw0rVdeOaX86y6pSejU0I9uiWRWhkfT87gsU1nuK13HJNW7Pc8P85UtrDpXDVvTehK//hAqvXWq1oxhmvkXroIFc1mOgdfribvK6znsykZDOkURM9oHSarA1l6JPsKGjDaHAztFIRaKvZhpbVHYb2Rn+b2w2CzY7I5OVhYz43dI4jUyDjgDCTo7l+QfTUHS4k7kRtwzQLKPrnFd0UuJ1XrniR8+luUL5lNw87PkITEo+07DVW3UVSuedAT7Hsd85ObCR7/GMrUayhdNAkAoUJL9J2rMZzZTvG743CaW1B1HUHQmAepWrvQrT6+/mlAQNyjv9C0+wuP1oDT1EzlynsQBUQSe/96yj6bha368rOh+dA3SEITUXUfhUgdgsvmfp40H1lH+M3vYDiz3e9x0g2ahTSqK4YTm6he/+xlnQCBkNBJLxA48l7Ef1H7/yPhNDZhPLsDSVAM1kr/jBwAR0st1ppCaje9iSptNJKQeMTqUCRB0X/aWGyNFZR9OsPXUtLpoOzTmXR+NQdJcNw/vV6n1ejXptJacR6xJhRZbCaWkpNe34kDowi45g4afvuE6LvW0HzkO/Qnf0YoVRAw7A50A2ciCfzLovJPDfhjYmI4ffq03wq+RCJh0aJFLFy4kNdee40ePXr8mZv+C/+H4XSBzdFx5d7mcOJsrWtFa+W8e0M35n5z0me5OwfEe/V9JoeosNic7C9q4NXtFyhuNNM3VsfjI5JJDlERo/NfbWkyue3yJqZFYLU7eW5MCtmljby6/SJOF+y8VMdb47sBblvCMLWUeqOVS7UGIrUylhwoprrVi1grFzMyOcTHoqsNXcPVlDaamJ4ZRbhGRphaxmvjUpmVFUNORTNauZgIjZzF+wo8FmO78+uID1SQHqnh61lZ3LMhB4fTbYfYEd7bnc9vd/X3603eBplIRH69gXs35HisnIQCmN4zhumrsz0eygFyMWqZmFEpoey8eyB1RiuljSbOV+tRSkTk1RrIrdaz+VwVL43twq78ej7a5/ZujtbJeXBIIlMyItl2oZau4Rpu/tKtvdABCQJwK0D7ExdzutwV9WCllN8v1TK9h9tC8LUdF7k2NYyl0zIBiNbJ6RSkJEIrZ/XREm7pGd0hbTpKK2NB/zhe/83/sbq5p/eLo85gpclsQyAQYLTaO0wUfH2ijB13DWDz2So2zevHUz+fI7vUrfw/KjmUh4d24qEfT1NvtPHYprOUNZmobrGQHqmlsMHY4fFZeqiYGT2jfa4xqch/t1qt3sq3J8tZcrDY89me/Dpeu66rZ8K/+Vw139/eh9/zajlbped4WROLb0onNUyNRCSkyWRj6aFiT1V5Xt841vqxcdt8rorx3S7rDnQKUnHNJ/u9ElPz+sXxzu/+g7cDRQ00mW18PiWTggYju/Pr+DK7zCtZkxqqJn2kFr3Fzk0rj3olBlYdLeWFVtq7RCggWidjcGIn8uuNnmolgFomYtO8vgS0Jnq23zmAOoOVEUnB3D8kgfWnKpCKhPSNC+RQUQO/5tbwza29kIuFROnk2B0uZn99nFfGpVLe7N5+v7gA7hmYwNSVRz0U74/2FRIfqGDzvH6szi5l56U6REIBL4xJoWe0jsIGIyfKmxiXGk56hMZHUyMtQkOnYJWXeGVVi4UXfr1AoELCqUeHeWmeAAT/P7qkWK1WojQyHhuexNy+7glckFLiJVxZb7J56aKsPV7G/YMTmZTmZj2o22wgBQIe33SWx4YnoZKKqdF3LC5Yb7SycnpPVDKRV5LtbJWe4kYjfWJ1PlaWIqGAx0YkMeqzAzSYbMztE0vfuADSIrVMWXXUJynVaLLxyMazPDG8M06niy+mZ5IRqeOns5X8cr6aSI2cz6ZkcKi4gYoWM5E6md8qfxsC5CKyYnTE6OTM7hODSirC6nASpJDS+X/Y7gaw/Egpe+8dRHKommWHiilrMpMVo+PWXjG8vzsfuUTIvsJ6Hh7aid35dVjsThYO7cwTm89x3+AEntx8zu/z47ktuRx4YDArjpQwOT3Sk0htjyClBIVE6PVc6x0b4GXhGaKScqFGz6K9BZ5WqtQwNfvuH4RMJMRid9DYQTK6DQqpiLvXn6S40UyQUsLCoZ0w2hwEqdwuKmcqFTTe+BWd5Uak2BCILH4DAwBHUxVCmdvNxFxyClXX4dgbSlEkD8JS7Dt3aIMxdy+2usvPxYiZH1C94Tmv3xhO/4oxdxcx92/AXJCNolNfTHmHqP7mcWLu/YbaTW9gzHUnr5Upgwmb9gaVax70Cvbb0LhzCbELN+Ny2j1e5Y6mKqwVuQRdu5D6re9fpiMJhASPfwxL8Ukkugiqv33Ce2UuJzUbnkORNAB197/0sv5TYG+pxdFSg8tuQSjXouw+GsOpn5GEJnb4G6FSh62uiIYdi2nYsRhF5/6E3PAMLrsFaVinP2VcjpZav9c0uJNdtvoSJMFx2BrKsJSewXBmG5LgONQZ4xAHRvsVFrQ3VyNU6EAo8puUq/xqIfGP/4b+xCYa93yBy25F02sSmqwbKfn7jdiq82nYsRhN1kSCr/sb0vAU5Il9kGj/eWvv/0T8qQF///79+fHHH3nmmWeQSn0nGWKxmA8++IDHHnuMTZs2eVH//8J/L1RSMXP6xnp5ZrfHzKxoQlr7aUUiIRPTIojSynli8zlOV7aQEKTknoEJACzc6KbDCwTuQOLzw0X8bdNlwZ9LtQa+OVnBlvn9GJkS6rOtBqNb3f3pX857fT41M5IPJ6Vz74YcREIBKtnl3qh6k41jpU1klzbSJUzN+pwKBAL4aFI6DUYbBquDruFqL4p3Gx4fnsTSQ0Usm9bDQ1l1ATd8cZjYAAUmm8PHYupAYQPdIzR0C9cwOSOKAQlB1BqsSEXCDmmfJpsDsVDA7N6xHVp23dY7hm9PlHn5VztdeIQG7U4Xq7NLkYgE/P3GNFQyMeEaGeEamad6M2PNMWoMVgYlBLJ1QX/WHCvlw72FnvWVNZl5bNM5Hr2mMy9f24Uhi/dhc7gobjCRHqnx6fdtQ6+YgA6DQrlEhM3h5P3d+Xw+NZPkEBWfHSxiy/lq8moNvDG+K6lhak9PdvcIDUEqKXsK6nzOyVMjk1BKRIxIDuHXCzVkl3oHFK+P70pCa1XT6nCQU9HCfRtyOFTciFDgpu7/PL8fC9ad5OwV67Y5XDSb7VS2WFjVOsFe0hrI7i+sZ+aaY17MlU8PFLF2Zha78up81tUeeXUGRiZ7v9C6hqsJ6cAdo6zJ7BXsA0hEQgztgmiH08Xsr47zwcQ0LDYHnYKVfHeynE8PFqG3OIjSylk4rBPjUsPYX9hAVoyOd/yIWEZoLo+hvMnE45vP+rBQJCJBh8wUcFuTvb87n4J6I+O7hbFlQT++PV7GxweKWHxTGsWNJjadraLWYPPLd3JtjgABAABJREFUAnjh1wvclB6J0wVVLVaEAgEvje2CzenibFULKSEqBiYEkRSiQiQUML1HFEUNJrQKCT+drSJMI2NOn1je2plHk8nGmC6hhGtkzP/2pCfxkBik5L0bumNzOIkNUFDSaOLRa5KY+80Jn37uogYTD288zeBEt9vCqpt7EKSUUt5sJq/WbZd5qc7Ailt6cqCw3nO/TsmIZGJaJIM+2uv3OD04JJFw9Z9rgdoebdR1v9+1JuMEAlgyJYMT5c2MXXKAV65NRauQsOlsFU6ni3n94nhxbCqPbz5LRqSW/vGBXjZv7TG+azgJwd49ybUGC9/nlDOmSyifTM5g7bEylh4uJkgp4blRKWRG66jRW7imczDrTlbw0b5CbjXHkBCkpKLZf3IhNkBO90gt7+/OY19hAxGt53taZhSP/nSWH89U8syoZAQIqG6xdhjwlzWa2FNQz8Mbz3h0OkLVUj6dnEGnQBVC4R+f76hlYhb0j/eyDHzgh9O8dl0qPaO1DE8K5kKNgZtWHEEpFbF6RhZ3rjvJmC6hLJ6UjsXhpH98IH/bdBadXOJJQl0Js91JZYuFH05XsvzmHh5XhjYEK6V8cXMmT/98+X2olIqY0M1bNPG+QQmszi710k05X63nyc3nWHFLD4xWIfUmOwPiA73W3wapSEiISkpxo3uc9UYbz2zJRSoWcnufWEJUMpJCVJw0ahHJJPxYJuJ6VeHVD2Lr/FIamoC9uQplRApOmxkEQnD5LzAIFRpsNe7nmDgwyu0R7idB4LJZqN+2CN2AmQiVAe5jWXyCsiWzCRw2n4hbP8RpNWEpP4v+1BbM+Uf8bs9hqMehr6Xht08JHHE3dZvfBKB24ysEDJtP7MObsFZdRChTIQ6IovnIOnDYqN/xSYe7XfvTqygS+yBS/sWi/b8OS/k5yj6bhbnQbdUsUgUROvU1RAoNQqXOL30dIHDYHTQfWOv525R3EGPubgwX9hA64cn/p2vD1lCO09SEy+Y/2dYGl92GtbaY4nfGYK3IvfyFUETMfd+hzrgWl9WMvaUae1MlArEMp6kZe3M1gSPvpWHbIp916gbOovbHl3C5XETO/hSRNozqbx6j6PXhl+9ph52WI9/RcuQ7AobNR9HpLyp/G/7UgP/GG2+kpqaGM2fO0LNnT7/LCIVC3n77bUJCQjhzxrdX+S/8d2Jop2AyojScKvcO+KJ1cub0iUPcTnwsQCFlTJcwekRpqTfaqG+1zfvpTJWnCrzi5h6opSKe+Nk7cAd3MLPgu1P8emd/n6rLxVqDT7APsO5kBUMSg+kSqqZ7hBp1u+rWsdImdK2+2ObWwPquAfEcK21iWetkdPWMLFYeKeH70xXYHC46Byt5bnQKSqmIVbdkeamTt7UYdCSQlhSi4vavT7B2ZhZamdtxQCMTo5OLWTiss9/A+IMbuxMToMThdAf2bd7JbUgOUXFrrxhPn3wbxEIBEqF3ZX3V0VKeHJFM59ae7Vq9hUc2nmF9zmVV8M3nqrlrQILfXlaAD/cWMLF7hKei/MmBQl6/riu3tHpGt8cN3cOpaDb7FcJSSkWeYwAw79uTjEoOYefdA1FKRMglQiI03jTauEAFyw4X8+SIZIxWB7/n1aJTSLguNYyu4WpiA5WIhQLeGN+VymYLu/Pr0CkkTMuMIjZA7qEWX6wxMujDfZ6EiNMFP56p4mBxI9sW9Gf6l9leCQWFRES4RkZ2aROVLRbMDge9YwN8+m7bYLE7cbhcFDWYSA1Td9jHnhqmprideKRWLmbNjCzCNb4Bv8vlYuVR34RPeasiefv+9gaTjdlfHefN8V35aF+hF3umvNnMoz+d5d0buvHs6CRGfnrIb2/uxLQIz//rjTa2XfCdnIiF7v56RwcUBo1cTJXegt3p4sfTVey8VMeWO/pze984lBIRPd/fzfLpPZi55pjf3wP8cr4ao9XOS9su0ic2gPn94ghTyxjaKYj1p9x95MumZeJwuTjfyk5pq+g7nC5WHinlzgHxnCpvpqrF4rG3bENBvZFZa4+xcW5fHhicyOu/XaTFYu+wbWT7xVqeGpnMoIQgUsLUTF11lML6y+dQKRWx8uaejO0SyvXdwrE6XSjEIiQi+GRyBjPXHPPSBRmdHMLgxCDu3XCaO/rH0ylISdD/Y2X/n0GoSsaAhEBidHJOVbSweF8hH9+UzsazVV6int+frmRgQiAPDE7k4Y1n+HBSOgeKjvpcOwlBCvrE+bYetJjthKnlDPhwHwLguq7hfHtrL4QCAY9tOsuJ8mZkYiHTMqPYcHtvbvvqOF+fKOO23jF+x50QpOCugQkM+miv51lU3GDicHEjc/vG8tCQTnywJ5/XdlxkVEooR0sb6RziW6l3uVwUN5q49avjXtdxjd7K1FVHOfjAEEL93I9Xw6CEIK8A+VhZE4X1Rq5NDWNfQT1CAbx8bSpJISoe2XiG0iYz2aVNPDi4E/f9kHNVe872sNidTEqLYMaXx3hxbBf+NjyJvFoDsQFyUsPUvLA11+N2kBWt4/mxKTy/NdfznJ7eI4ponZwqP2yNH89UUq230jlYhdPl4sNJaYxZctBLL0AggHeu78aSA77vitd2XKJXTACZUQLC1DKqzZCglPLmzlwG3xSJWqbCZfEVZxUHRuMwuI9bwLA7qPn+BZTJgzBd3I+65/Xoj/3oeyAEQpQpgzGc3gaAPD4L4/ldHR43w9kdhN30Mpayds4GLTXUbnodeac+bvX/HR8TOPzODtfhroCWoz+5GXXmdQSNfoCG35fgsplp3LUUa+UlIm//BHPJSaq+egRrxXmCxj6EKf9wh+u01ZXgtJkQ8VfA/38ZttoiCl8b6hXQOwz1VK64i+i71tK4+wui7lhJ5ap7sdUWuhcQCNENmIEsuht1W971Wl/TvlWETHwOR0vN/yjgd5haMObupnL1vdhqi4i+88sOEw4CsRRJcCzV65/yDvYBnA5KF0+l8+tnsdWVYDz3G/W/LnK3wggEqNLGEDb1DSRB0dT98i6O5mrEgVEEjV2IIr6nW38DaDn8LUHXLsTlsHWYwFN2GYq5MBt1+th/en//E/GnBvzdunXjvffe+4fLCQQCnnjiiX+43P8W1qxZw7Jly6ipqSE1NZVnn32WjIyMf/zDv/CnIVqnYNPcfnx3qoIlB932bjN6RjOvbxzxfpSNK5rNvLL9IksPFWFzuBAKYEpmFNkPDUUpFRGhkbH9Qg394gKYkhGFSiriSEkjXx0vQyISEqySUNpoJlAu8UyMrXYni/wITbVhxZESbu8Tw9guYV6Vy5/PVTO0UxCNJhtHS5u4rXcMAxOCuOEL90u53mhj8ooj3NIzmjUzsxAJBKRHaAlUiglQSBFdUfmJ1Mp5cWyK37YFrVxMcqiKM5UtvLnzEgqxkGWHSxC0inItmphGjygtL2+7SGGDkYxILa9fl0qvmABEQgGJwUqeHZ3ClIxIVh0tRW91MDk9kj6xOq5fdtgn2J6RFc2ms972ZHaniybz5QlbSZPZK9gH9yTOaHN0KFZosTu9qtn5dUa+zC7l+zl9WLSngANFDYSppcztE0dKqAq1TIxWLvaqBAsFsHhSuo/+Q3ygErVERFwHitghKhnPj+7CoeIGfjpbSbRWTmaUlrQIjSfxEqlTEKSSUqO3MDwpBJlYQHC7irnBYueVbRe8bBbbUNVi4cczlXxzaxYFdSbMdidSkRClVERauIbtdw1wK08LBeR24CTQBqlIyM/nq/hxTl9WHi3x22P71MhkDhXVM71HFEM6BTGuSxjxgf733ely0WLxpcq5XLDpbBV3DfAWABQKoFuEhsc3+7fFeunXC+y/fzAZURqOXkGvfnVcKpJ2iboGk41wjRSr3eV17rfmVjMxLcKvB3uYWopCLPS6jprNdpYdKsbpdHJjeiRGqwOhQNDhtQZgsNqZ3iOa/UWNbL9Y49Mf3z1Cg8Hq8Py7NjWcD3bn897ufCRCt7Wew+lieHIIt3zp3/LRYHWw81ItySEqnhyR5GMd2h4ul/s9+NTIJJ7YfM4r2Ae3PsP8b0/w/e19GJIY5OW2cH23cM4+NpyDRQ3UGqwkhSg5V6Vn/LLDWOxOPj9UzBMjknj0ms5XdRq4PBYXLWY7YrEAm93tVKCV/3NqxsEqKcun9+B8lZ5b1hwjPlCBSCjwcfAAtzvJzKwYvp7Vi0u1etbMyOKV7Rc4W6VHJBRwQ7dw3pzQ1a/AXaPZ7rH4c+G2vNRbHUxddTlpYLG7/euPljby3g3duf3rE4SrZYiFvtfIPQMTePHXXL/31ReHS9g0ry8f7ivA4XRxsryJHlFav/tfrbfw8b5Cv0krpwve3ZXHsmmZXm0Q/whROjnrbnPbWy7eX4jd4SI+UMnH+wopajARoZXxxZFir6RiYpCSH89Wsie/nvsHJ6KWiWgwWonRyX3ECMGdWHI6XUzJiCJEJeO5rbk4nC4SApWM7xZGmEbGc2O6MKdvHEFKqfteE8LYLqGMSAphTEoolS1mJCIhF2t9n2VOl/u9ChCpVRAol3DggcFsPV/Djou1xAUquKVnNB/uLWCzH9HeRpONWoOVimYLQUopY1LCKKlpoEeklostQsbNWkTFF/O9VThFYsJvfpvan98h5IansZafI/jah2nY+SmqtLGE3fQy5sJs7PXeSe+w6W8ilGsJmfAk+pObcFlNCEM6FsATyjUgEGCv906gSiNTcRgaUXTuR8RtHyOSaxAHRvsVWAue8KQnYKpcdS/aftOJuX8DIoUWp9WAMXc3BS8PQKwJIfSml2g6+BUibSSKTv0wXfQVzQXcFoVy/9fpX/jXwuWwY2ssx1ZbhNOiJzkkFqe5BZEqwGdZw4W9foNpcLM4ou9bhyHnV6LuWIFQqsBpNYFAQPPhbylfNt9HmdZhakIoU+G0d9xGdTWYi09Q8v4Ez9/1v31M6E0vU7nybhCJ0fW7GU3WjQgkciThSQgVAR3qUOCwY6m4iKX4GLUbX738ucuFIWcr5fUlhE56ibCpryNSaBGHJCJShyAQuIi6czXV657CXl9C8+HviL1/HYW5uy7bWAqEBAyejbb/zQjEMlxOB/bmGsRaX0bvfxv+8Nvnscceo2/fvkyZMuX/z/H8r+Pnn3/m9ddf58UXXyQzM5OVK1cyb948tmzZQnBw8L96eP9ViAlQ8OCQRG7pGYULCFFKvSr7bdBb7OzJr2Nsl1CGJwUjQMDXJ8r49kQ5LSYbq2dkIZeISAlVc2NaBB/uLaDRZGNEUgg77x5AjcHG75dquVijJ1wjRS0TIRW7ey0rOrBMA6gxWLkxLZJghcRrXHEBcjbkVBKtkxEboKBrmJqKZotX8Gy2O1l+pMRDzz360FCSQjvu6RzfNZxnRiXz5s5LnsloXKCCDyel8XyrONaJsiamtfp+twVspU0mti3oz8jkEGwOF3KJyKvSIxAI6BysIi5ATv9W8a4QlYzyJjPpUVpKWieFIqGAW3pEc22XMG796rKtkEIiYuHQTkhFQg4U1hOulvkVAnS53MHq1aBTiInUyjxU25/OVnGgqIHb+8Ry36BEEoMUPLbpLM9tzSUzSsvamVkcLGrgZHkzsQEKpmVGUdhg8Cipt435gSGJhP2DalqYRsb13SMY2ikYm8OJQiLC7nK1BmLuZWRiETEBSmwOB1a7y+3h2vplo9nO7/kdK/knhaj46lg57+7K9yQFkkNUrJ/dm+4RGgQCAbvz67hQrSc+UOFj7wjQJzaA0xUt2Bwu/r4nn29v7c09G055jleQUsKr41L57EARz41O4eFhSVfdZ/cxEjIjK5oNOb7B9acHivjm1l5c0zmEt3+/RFmTmeGdgzH4SRC0ocls50KNgQX94nlgsIh9hfXo5GKmZETx8f4CJK06AkUNRoJVUtbP7oNIIEAmFvLbpVqe35rLz+eq+GV+f0obTR5NAHAH+z/O6cup8iZW3NyDGr2Vp34+R5PZzm+XanlkWCcqWqnKJ8ubGJQQxL5C/yyIzCgd1y07xPTMKO4cEM9tXx13Myic7mTh9MxIZCIhzXYbYWoZYz8/6GltsTqcfHW8jH2F9fw4p4/f1pw2nK3SM71HFE6nC+tVEhBtFn4ykdCLtn3lsa3WW7A5XYjauSvJJSKSQtz38Ed7C5i++piXlSbAG79d4qb0yH8Y8Jc0mGi2uPvvhQL3+DeeqWRGz2gGJwYTrv7jgX9KqJpmsx2TzcH4ruGsO+nbD96GpYeKmdAtjPPVeqb3cCd2u0VokIuFHCpuINRPO0qD0co3J7yDpjv6xfHWzkt+2SXnqvQ4XC4itTL0Vjv3DEzw0blIDFJ12EYEcKq8mc7BSi7UGFC2MnQ2n63kXJWeiemRxAXIkYpFmGxuS76OcKayhRaL/Z8K+AGidApu7R3L+G7huFzuez5AIWHAh3vBj0D3jKxoFqxzJ0RWHinh8eFJLNpbwBvju3L71yd8Eh7vTuhGbICc2AAlKaEqrkkKRikRoZaJMVrdDhrLj5TQZHbT8QckBPL3PQXc0C2MuwcmcrCogdOVLaSEqvjutt58sDvfqzUvXCND0872US4VkxyiJnmwmhu6hfP+7jzy6wx8ddy/2rhQ4G432ldQT/cIDWEaGTJxEK+MkyIVODndOIj4xw7i3P0RrqpcpAlZBA27A6epiYhb3sVcdgZpSDxNB79Cf2oLgcPvouzz2cQt3Izx0gGMZ3cg0oSi7TcdgUiKtfI84uB4ou5YSfW6pwga8yAN2xf7jkuhJWruUpxmPTH3rcNpNdKwcwnm4hNE3LYYp6EBgViKSK4BF8T97Vcqls3HlHfA8/vgcY9ib6pEHpOGKn0shpytNB/6hoDBsyl+fzxO4+UEqtXYSNlntxL/+A4koYnYagtp2PkZLusVLECRmJDrn/zLnu/fEE6bFdPFvZR8eNPlcysQEDjqAUJveAqxNsxreeOFPR2uy1J2BpFMTfDYBz2f2RoraDn+k9/rFUDVdTiWilyUXa75p8du19dR/fWjXp+ZLu5HGp5MzAPfI5SpaDn6vTvpYLPQ+N0zCMQyouYtx1p+hqpvn3BbBArFnmtWpNRSv/WDDvbvLC6nnao1D+E0txA+8wOCx7j3VRqSgKrrCFxWIwKxFJdASMLT+6j58SUMZ3cQNW8ZhrO/UfzeBI+gpSpjHFG3f/o/EhH8T8Iffvts3LiRAwcO/McF/MuXL2fatGlMnjwZgBdffJHff/+d9evXs2DBgn/x6P77IBAICNdcXcm4rMnMx/uL2N0acCmlIu4eEM/7N3R390/qLdSbrCz47iS78y8HAOtzKvj5fDXfze7N0kPFNJhsSEVCNs7twzWdg1FJRYxLDfOoZl+JwYmB2B1OH2rm5IwoXth2gW9v7c3xsiaitDKSQtRX3Qd/AnTtYXO4GJcaxsjkUKr1FqQiITV6C49uPOuppCQEKalssRCslDK/XyxDOwUTpJRQ3mwhTC0jJqDj4ygRiZAI3f2b3+dU4nLBW+O78fcb02g021BKRHx9opzb2lFU5WIha2dm8en+Ql5tVVRPi9AwI8u/8muN3tJhMNslVI1IIODZUSlE6eQs2lPAb5dqqTVYeef3PIbPD+ZkeRMJQSqglpPlzUxYdpgB8YEkhajIqzMALkYmh3Ls4aHUGa0EKiQEKyWEa+ReXtlXg93p4my1nkV78qnWWxmXGsb0HlEEyMWcrdKz8mgJZpuT8d3CiQtUEKuTExuoRCISEKKSenp126N/fCAVzRYf0b+LtQau+WQ/2Q8PRSeX8NKvuRQ2mFh8UzpzvjlBjf6yKFZcoIKXru3Cba3Jlq25NTw3OoXPpmSgkIhoNNmxOpx8sr+QvQX1jEkJ9Us19od+cYFkRmo52erT3Qa3QKSMsiYz16WGE6KSkhioQPMPbOKkIgELvjtFqFpKRqSWHlFavswuweFwEaaSUlRv9Cjyt6/kTkqLYMsd/Tld2cyCdSeZlhnFY8OTKGkykRLiDh7nfHPCIw7WI0rLmplZTF+djU4uptZgpU9cIAIBfH6omCVTM5i2qtHHe35cahgXaw0U1Zt4a2ceAxMCOfLgEHIqmonSyREKBPx8ropb1hxjVq9ofjlX7aVj0YbiBhM1rfTkU1ccuzYkhSh5+pfz3DkggYs1eiZ0C/dhyAC8fl0qsQEKzlV1HGyC22a0o2u5xmDl5e0XfYL9Nqw8WkJahKbD3xfUG3j39zw+P1TsSSr2jQvgxbFdmPP1CZJCVHw9K+uq47sSYqEAkVCARCTo0IvevV8OJEIh605WkBik5FhpE4dLGhEKBMzoGe1pm7E5HDSZ7EjFIsw2p9c9AtA1XOOjXN8eBwsbuKFbBHsL6okPVPDuDd1YtKeAogYTSSEq4v24WLSHRCTE4XSzHjqHqLh3/WkmpkUwPCmEwR/tZc3MLIZ1CiZAISY5ROklptgeXULVXoHvP4v2iZvUMDWfTE7nwR/OeJKJUpGQd2/oRr3BitPlIkYnJyNKy5guYcTqZGzNrebHuX1Zd6KMnNYA/YHBicQHSInQud9VxQ1Ont1y3oep0waFRMTNmVGUNpqY3SeO6auzvZg6EpGA5dN70GKxexJ3b43vSlQHzgRxQUr+NjyJZrOdEJXUy2WkDRO6hbPjYg19YgM8n+kUUkLUcsYsOcilWgNKqYhp3e8lIVJAqEbJ6Nx9RMR3oSX7B+x1xVSf+tlT/XM5bFiKjpP/bA8CBt+OdsBMcNio3fQmhpxfiHnge8qXzEYolhL78EZcFiOhk16i5vvnPNsX6cKJufsran9+B0POL+ByIdKGETrpRSJmfkDFqnsw5x9BIFUQc/96JEFxIJYQfuuHbvE1ix6Xy0nTnuXoT21BIJYScv1ThE15Fbu+HlP+Ia9g3wOng/pf/07E/BU4tLHELdxE5ZcPeOz7pOFJRM79HGlYZ9/f/oV/Oez1xRS/Ow6Xvd117nLRsO3vyGPTCRw2DwCHsQmnRY8sMrXDdYmDYkDk/Tyx1xUj0UUgjUzFWuHdlioQSwkadR+2umJsTRVIQzoOfF1OJ/bGchz6WhCKEWtCcbkcmAp8Ww+b9q5EGpGC6dIhQiY8QdXXj2K6dJl50nxwLZo+U0l49gC2mnxcNjMidQjNR9YhlMhw6DsumlgrLyAOjMZacR5FQm9cDjsIhAiEQo/ivq2pkuqvH0N//Ed0g24j9qGNtBxdT+PvS7zWZTj1CyUfTSPu4Y0+iZX/JvxTbyCXvzQ6cNtttxEdHc3rr7/+pwzqfwtWq5UzZ85w552Xe6yEQiEDBw7k+PHjV/mlLxyOjqtgf+HPQ2WLlRu+OOxFH3Rb5eXz7OhkRqeEUt1iocZg9Qr222CyOVi0J5/b+8Ty/m539fWGL45w7OGhmO1uf/C3dub5TD5kYiG39Y7F5XL5nOsorZSVN/fgtrXHeGVcKknBKsLUUkLVUmr0VmIDFNzcI4pglZRzVS2cr9YTopJ0eM1U663c8uUxTpQ3s/KWnkxf7Z9CvHBoJ3C5J0Uf7S3gqxPlpISouKN/PN+dLOeapBD6xuo8gloOp4smix2pUIjN6eTDvYW8vN3b2uXx4Z1ZOKwTQQoJM3u6K8FnWvs37x6YwIojxWxtV9E/U9VCZpTOr7f5W7/nsXRqJlNWHfVS8A5SSnjvxu7MWHOMogYTcrGQjydnIJcI2VtQz3OjU9hX0MDcvrFkxQSwJbfa06N+oKiBA0UNTEyLICVUTahKQoQfobI/cj82me28vzvfy7lgb0E97+3K54c5fbj+i8Oeca85XsaQTkHcNygRq8NFnE7GI8M6+W27mNMnlhc7CELqjTaOFDcyODGI3BoDZU1mHtl4lkUT0zBYHNQarSQGKTDbXcz/9iQ1eisCASyamMayw8VMTItk+upsH8/sAEXH19OViFBL2DivDyuOlLLkYBFGq4NxqWE8PKwTRfVG5nxzAovdSbBSyuGHBiMSCDqckI9ICkYoFLB5fj++OFzM75fqePSaznxzvIyXRnei3mijxmBlQHwg931/2iM+6HC6+O5UBdmlTWya15e71+ewv6gBmVjIVzOzuP/7HPKusPA6Ud7MZweKmNMnloQgJcuPlFBrsHLPwAQW7yvk3d/d523JgSL2FNR7EmEhahkL1l0+T/sLG8it0ROlk9FktjN5xVFP4HRd1zC2dVBxB/jmRDmPXtPZk4hpD6lI2MqOyON4WTMvjEnh5h5RdAlVsexwCY0mG8khKl4dl8qwTkEoxAKCVVKCldIOnR16Rms7PK9Opwujn2BfJhYSIBdjsTtoMNkI85NbNNmcLDtUzMdXaGwcLm7kvg05vDoulXnfnmRfYT1dZbI/fG0FKMRMTHMH2JPSIjvUnbiua5jnu6WHinn3hu4oJSL2F9bRO1aHzW6nqNHMp/uL2HaxhnCNjL/f2J0B8YFeoqNmu9On1ac9QtVSJnQLZ9KKo1S1WOgVo+P72/tgtDnQycUEyCUMSQxij59xCgWQGq4mr87IA4MT+eZEOTsu1bLjUi3dw9WsuqUnk1ce5eTCYcToZDxyTRLrTlX4ZRv8bXhnZCLBnzJPUEuFzMqKZnRKKBdbW4KSQ1WEq6U4nC6Gdgpmx6VaNuRUsKCLkMjsl+iXMh6XUc9z6XKcoQVow2IRlf1M46pPsN77DSJdJNFaKXcPSGBeie8zDWhlTkl5YHAi92w47WONa3O4uHdDDt/c2ovHNp3lqZHJjEwOweVy0tFuh6ulhKkk/Dy/H9d+7t3b3yNKy4L+8dy8OpsHhyR6jp3d6eSTfQUelw2j1cGK45fbAXbN6I9s28vIIrvQkP291/ZcTodHDb9xz3Ia9yy//KVAiCQoBkuRWwvEVlNA6YeTCRx1H3GPbsVwZhv2llqCRt1L6cfTvRTKHc3VVK68m4jZn1xOLlhNlH40lei71lC56l7Uadei7T+Nqg3PYS2/3CIlCY5DqAhAIJIgCYjCLBQjkMguU5TbwZR3EKepmYvl9aSnDST2oZ9wmpsBAUJNCCJNGC7+mo/+O6L56HrvYL8dan96FVXGOJzGBqrWPoLhzK/EPbKlw+sg9IZnEahDcTgcOE1NOJoqMRUew+V0EHPfdzT89gmNe5bjsplQdR1O8HWPgVCEpewMtT+9Rvwz+xHpInzW6zTrMZ75lcpV9+Jocc/zpJGpRC1YhTJtDMacLd4/EAiQx2YiUgVivLDXK9hvQ8uRdWh6Xk/1N49hb6oEoYigMQ8jlKkRSOQeO8orIQ6MxqGvQxabgUChpengWiRBsQikKkSaYEQBMTTu/oLm/asBaNj+EapuI2jctdTv+sz5h7A1ViBQ/fnM7bb77V913/3R7f4pPfz5+fkcOXLkqgH/woULiY2N5eGHH/4zNvmnoKGhAYfD4UPdDw4OJj+/415uf8jJyfkzh/YX2kGlUuFSBoJQRIXJ6bdXEGDxvkI+uDENtUzMhtO+lOU2/Hqhhjl9L2c4rQ4nv12qJTNKy/xvT7J6Rk8W7Slga241ThcMTAjk7Qnd+GhvAc8MieLECV+7tnS1lgP39GNfUSMnShu4NjWM9bf1Yl9hI2FqKcuPlFDebKZ3TACfTM6gsaqM0qZGn/WIxWJq5BGeCeims5W8d0N3nv7lvKeSJxMLeXtCN4KVEk6UtzDnmxOe3xc3mNh+sZZ3ru/GW79d4vlRndFZakEbztenKtl8vpaEQAXz+8f5BPsAb+7MY2hCAFF298N+3bRUWlxiavVWYoJU9HjPW9TP5YKvj5fx4pguPLfVW5zFYLUTHyjj0AODOVjcyOmKZrqGa9ApJDyy8Yyn8m+2O1mw7iSHHxzCxVoDnx8sYvvFWqZ1D0asr2Hb/D5sPl/DNycrUEnF3NM/hm5BEsovnaWsgyTkH4E4orNfm8I6o5XXdlxkdu9YLwrwnvx6rksNo6LJRJ+4AGQiIVMzI1l30vta6xqm7lAVG+BoSQN9QkV0DVNT1mQmt0bPLV8eI1wjI1orY2ZWDD2iddw7MAGdQkKf2AB+PF3BxLQIPt5f6BPsKyQiOgdKOHHihNfnAoEAlUaHQyxF6HRgbmn0ejFMiVMzvVsPXCIJMomY93bl8/GBIgQCAZPTI3h+ZGcM5QUgEPD9bT257otsLxG6xNYK3S1fHqPFYufDSWm8Nq4LLrudp0d04p3dhXxxtAyTzUGkVsajwzozOiWEl7ddvu4K6o2crmwhMUhJQb0RiUiA0ebwCfbbsPlcFVvu6E9Jk4mLNQZ6RGp4YkQyWdE63tx5iVvXHuehIYk8OzqFgnojr26/yDE/VdftF2q5KT2CBetOeukw6C12AhUSv8yNEJUUnUKMRCjgyZFJvPv75XaNULWURRPTePt3N728pNGEVi5hxppsRiSF8MGN3ekVo0MqdCForqH4QgXFgEqt5rVxXbhzve/7Y1pmJDqRnfPFFYhcDqz6JlwuFxKJBKvVilIXzHWpYfx4xs0gmJUVzQNDE3E63c4NERo5zSYbdcWXsFi890cdm+LlntEeeXVG5BIRWrmYTw8U8fGY6D/8flMGBPHYNZ15bPM5UsPVdA5W+pzLSK2MEUkhvL/b/Y6tN9rcIoNKCRkBLirzcykLiOaaJYfRt7aT5FS08N6uAqZmRtIlVE1ujTtxtO5kObN7x/KhH9tTgQAmpUUyacURz/nMLm3ibEUj/YMcNFc2UysQ8MH1XRix5IhXUhLghTFdOFbayIpW9frn2z3fzlTpOVjcQM9oHZeqm6grrCAgOIzVt/Tk7vU5nvtELROxeFI6WlsTJ078c3OKP4Lw1l6PhkIHDYAqIIjn99Wy7lQls3uGIz24hIYDa6FVsbvtTJiBxBePYqk4R9PJLdSED8RkMjE4Op5rOgfze5535W1C1zBSNFBXeAFlSHyHDJcmsx2L3cnb13cjMUhJbUMzFU01WMxXV/RWKZXsvXcgh4qbKG82kxSiotZgZeaaY7x6bQqWhipOFDUCoAyLYfkVorPtseqCjeecdsRBsYROeoG6X97BadaDQIC59AxhU16lcvX9Pr8LGDYfU9EJz98uuxWhKpCG7R/R+PsS1D0moO07DXtDeYd2ZHW/vE3w2Ic969f2nYokKIaQG59DIBThstuImvsFha8OApcTbf9b0PSYQO1Pr1K19iEEYimaftOJuW89ZUtuxWnwdjQQB0RR3+ROwOec9hYOpboc6LiN5i/865ASF+5hYviDrbYIl0VP4SuDcRobEesiECo0RN+1hvJl83EaG90LCgQEjLgHe6dhnDx5kpgQLVpXMwKxHLEuHKfFiMtqQN1rEgFD5wACXE475pJTSHQR1G/7EABjfQV5BZVeY9DpdETYyyhb7G2rbq04T/GbI4h7YieFVwT8QrkGu74OeXwvKpbN6XD/mg9/izrzOhp3f+Fmqmx5B3XWDegGzvIboItUQQjlGgLHPICu92ScNjMNOz/z6FaINCGETXsTp/mKWMDp6DCpAmCsvERuvW/R7s/Cv3sc+KeK9l0Nhw8f5pdffvm3Cvj/TKSnpyMS/TEa8V/446g12lh/qoJXvjlJkFLCLT3908fBPXEMUIgpbDCilHR8acvFIuxXiK3VG63suFjDifJmbl6dze19YpnXrzcuF5yubOZQcQOvjEslLkAOMR1TglIjAzz/bzTZ2Hy+hid/vpzNz68z8v3pCrbfOYB+GfE+gn0AD/542b3ii8MljEsN48sZPREJBYgE7qrgoj35hGlkPPij/5fIC7/msnx6T97aXcDr13Vl8Ef7PVXEvnEBLOpgsg/w/r4i1t3aC7XU+3o+Ud7it3q1OtutYH7wgcGsOlpCWZOFMV1CGNY5BI1MQohKQudgJXVdQpnwxWG/lFG708WGnAq25roF1ZRSETq1ipjoIADuG6Ti1t6xiIWCy+OK/udEWOwONzW37Zi/t9s3SGjD1txq5vTt5dPzu/Z4GZ9MTufG5UdpMNnYMr8fd/SLZ+elWmRiIb1jAzBYHV7aBFciKyaAmPAQnh8j8ep3rWqxUNViIafyHNsW9EcqFnBj9zBMNhcPDEmkwWTnxBXBq1go4Ntbe5EQrEES1sPzudXhpKrFyoHiBi7WGMirNXD3wAS6hKnQdkAtfvnaVB65xq0DEKgQo5KKINKt5ut0ujj5yFB3wFTZQlyQEgEw5+sTHnG6e9bnkPPoMELVCmatPe61bxXNFh756SxvjO/qE1D8mltNWoSGgnojOrnEL5OgDc5WbYg9eXV8N7s3W3OreWnbBaZkRPLDnD4cLm7kUq2BwgYjM9cc65BWrpGJMdudPudo3ckKZveO4cl27h7dwtU8N6YLBqsdg8WBUipiVs9opmdGc666BalIiMHq4O2deV7JhSaTDYVExNbcGrbm1rDutl70iQ0gOtHbPznEZEenkPDEz27xPp1czOvXdWVY52De3V/Ib5dqidDIeOSazkRq5PxWUEe/uEh0AQrevSGQPQX1PDgkkdEpoTz9cy7b2jFwIjQyNs/vR2a4yssGN6dS36GDAEBBnZFwtQyHE5z8c++3epONd6/vRovFxrrbevPtyXK+zC7F4XIxLTOKuX3jqNJbmNkzhi+PlRIfqCBYJSFCLUMXqqIxJITJK496gv02rD1exs09o/jopjS+Ol7GmmNlHv2H7JJG9rezexMK4IMb03j79zwfsbqkMC3x0ZdFzVwuF8ceHspXJ8rYcbGWCI2cO/rFoZGJOVrayJM/n/N7L68+6n7uWVxCMjMzAYiNdNIvPpDKZgvgIkorJ1IjbRWvjP1Dx+//BdUGK8fK3MHo4701NL33eYfLtmT/QPC4R2nZ9RnJCyciVLk1Xb6c0ZOcyhaWHipGKIA7+8fTNVxNmEoK0aGcruxYqwDczgSP/HSGgQmBPDY8GYE8jL7JOi8Bz46gkIr4/VI9a4+VEqqW8dtdA0gIUqJtZ4Nb3mzxK5baBpNDQPCNz+NoqsBUdJzIecsQCIQIpEqEygD0p34mcs5n1G15D2tFLuKgGIJG3oMktBOmdvZ5DTsWEzHjAxp3L8VpaqEl+3vsTZUoOvXtcNu26nzE2nAAQie9gMPUTMELfT0q4gKJjPAZHxA27Q0adnyMJutGyj6+2fN7l91K877VmAuOEnHLe5Qv9Q6iQm54GnlMZ8obcv6ac/4fgq3qIrKY9A6/l8Wm47RZPIF96OSX3a0lqgAib/8UXE6cZj2SoBgcphYUOi3paiUupwNT7mkqVt6Ny3o5qRYwbD6BI+/FXl+KvbkSeVQ3zCU5Hn97uVxOj8SunuUdzZW4zHoqlj935dCA1sr/2R3EPbad+m2L0OdsQSRT4xJJUCYPxGlsJHTq62CzoM/ZQtPBr7zG47KaUPe4HllUN0z5h2nO/p6qNQ8Sc9932OqKMZz+1bOsSBtG3MObEGnDsZTmYKnIpXLVPdgbLxdWHC21VCyb525hadfCIBBJrmq7qQyNJz2u4/PwP4XD4SAn5193T7Zt/x/hfy3g/3dEYGAgIpGIujrvbHZdXR0hISEd/Mo/RCLRXw/fPxl6i5ty/dZOt82cw+UiStdxX7pCIiI2QMFta4/zyZQM3tzpW70Ft43QT1f01Q5ICGJha/DcZLbz9z0F/H3P5WBveFIw/eIC0Skkf0j5GqDOZOItP2OwOVzcsyGHDbN7kxzq2+uvukLY6Zfz1WzNrWb/fYPYfqmWZ35xV5qm9YjqkMqqtzhw4SIuUMlzW3O9KMMBCgnV7cTRrkRVi4Umsx2dwns/dQoJQgE+Sv4AG3IqeHBwIg6nO5j67EAx9244TZdQNZvm96VzsAqz3dJhfyjQqsTs7t1d0C+eCK3M654KFv/PHlflzWaOFDew/EgJEpGQO/rFkR6hxWTvOMvbkd6a3uJAiID0SA3z+8XTYLYRoZExrUcUOy/V8WtuDXf2j+fLGVn8cLqStcfKPMde3Orx3ic2gNxaI0FKCXvvG8S8b0541PojNDLevaE7b/+ex0tjU4nSXRZfClXDgfsHc7SkkWarnXC1jLQIDWFqmVeftt3hJK/exCf7CzlU1EhEK2vgp7NVHC9XMLt3jF/xMJ1ShK712q7RW2hstiIWCojQyJBIBCQEiVFJxHx5rJSP9hf69FMDfJldxqxe0fSPD+TugQk4XC7qDFY+3l9ITkUL7/yex7s3dPcK+OMCFUTr5Px0topqvaVDhwFw6wwIBC56xQbww+kKbkqPpFpvxeFy37e/XaxlVXYp03tEcXPPaFa0o3+3x5BOQZht3pOCAfGBLBzWmcQgBb/n1bE1t4bUMDVvTujG7V+d8LqHukdoWDszi4Ubz1LZYvabCIvQyryCaplYRIPJTlzr/tW19lsHK6Vc0zmEr2f1okZvxepwEKiQ0vuDPR5Wz9kqPb9dquPegfHM7BXDrxdqOFjUQFyAgt/uGkCjycbSQ8VewT5AZYuFMZ8dJPvhIZ7tglv3RCERddj/HxuooMZg5dnRKThNTZ73m9nqoKLFjMMFComQaJ1vD3yoWkSoWk690YrF7uTJ4UnM6BnN4ZJGfjpTRdb7uxEK3Ar5b03oSqRGTpdQjScR12gyd9iONXPNMX6a25eFQxNZOKwzhfVGTpQ1Ma9/HA8O7cSJsibCNTIGJgTy5s48H+eH1DA1sQEKn3d1YrCYh4d04tasGFqsdioaLdQZLWw8U9Vh4s7mdCEWCkkJVXvWJxKJ6Bws8bF7/d+CUiImPlBBXp0RlRhazB1rRNj1ta29sTZ3IrR1H6J0CqJ0CkYmhyDALfTZHkEqKUFKiQ/TCNyJlkidnCaznV/O1zA1M4oPdhewfnbvP6QxEh+o4rbeSqb1iEQiFPoV7Q1SSrmhWzhfHvMv9DczSUT9lrfR9Z9B0+5lNO1aijpjHEGj76ds8VTsDeVIo7oSMuEp5HEZmPKP0LhrKQJlABHT36J+y7sI5Rp0g25FKNegSB6ESKEl7JZ3sFblI/CTpPfsv0KL025BEhyHJDiOmqVzvb532SxUrrybxOcPo0gaSNXq+/yup43yL9KF42hyz1WCrn0YZcpgBO2utb/mnP83YDE1IovsgkgVhMPg+2wLnfQi9kZ3xV0gUyGUa7BWuZlwZR/fjECqcPvUGxsRSBVE3/klZUtuI+6RnylfNg+c3s/xxl1Lkcdn4bSaqP76EQA0faYQNX85tZteR6wJ9Vw7tpZazHmHcBgbMZec6nAfjBf3oUq7ltBJLxJy/dPYG0qRRqRgbyijcs2DWIpPgkiMttckYu/fQNnS2xFK5ASNeRBF5/5uxkx8T1wCIQHD5lG94TmEYinRd36JrbEMW9UlRNowJMHxIBBS+tEUtyWfNtwr2G+Pul/eIXD4nVStXQiA/sw2NL0m0nJ0g8+y0vBkxIHR/7/eM//u9+R/dcAvlUrp3r07Bw4cYNSoUQA4nU4OHDjArFmz/sWj+wvVegvv7bpMnavRW1G2qs77qwLO6xvL4n0FFDaYsNqdPDgk0StoB+gcrGTh0E7cs+FyNqxPrI5gpcTv5KINAXIJnx0sYlinYGb3jkV4lZd+G46UNPoNBMCt2lzYYCJCI0cj974Np2RE8vbveZ6/NTIxiUFKEAh453f38RAK8Ktk3R5SkZBbekQzePE+r89PV7bQLz7AL9UZ3KJu7+3K4+6BiXQJu5yQkIgETE6PZJ0f+7S3xndl1trjPuvMrdFz8+psfp7fD6FAQGaUlpPl/umgWTE6dlyqYWRyMI9c0wmZ2PvBWdVi5kKNgV15degUYvrHBxKskBIdIPdZtg2ljSamrcrmYPHl6t/6UxXclB7BkyOSeWGr/177YZ2DOV7qe3zGdglFIhJwXWo4923I8fSxZkRq+XhyOlnRWh7ffI6z1S0kB6v4dEo62y/WopKKmJIeSa3ByuglB8lvpTn3jtWxdlYvHE63IJne6uBCjZ53b+hOJz+2gkqpCJ1CwvIjJdSbbExMi2ByeiROXNQZbISopDSbbQz7eD+GNuG5Mrd15NMjk+kSqqJabyUhyP+jv8lk43BxA49uOktORQvhGhmPXdOZGVnRhGvkWBxOtl+ovbzuKyATCzHZnOy8VMcrrS0jiUFK3prQle0XavnsYBEKyeX7TCCAaZnR2J1OChtMfHW8jNwaPUM6BbHHT9D39MhkwtRyTLZGVFIxNy4/4hGV1MnFrJmZhd3pZN2pCr6/vQ8HWvv12+PFsV3YkFPBtalhqGUi9BYHI5NDmNMnlrmt+gVvjO/KnL5xhKmk3LLmmE+P/ZnKFh7fdJa/39idaX40NsZ3DeNgUYPn/h+UEMTJ8iZSQlWUN5nZklvNJ/sLsTqcvDS2C7vz6z0U9xfHdmHT2Sq/wfji/UVM6B7h5YMerVO4XSw6CIDqjFbOVeu9Av64AAV39IvzYbAARGnlCHB71F/TOYiqPHfAUVBn4GxVC8fKmihqMJFfZ+Cx4cnu56efZ1FbYvRijZ5BH+3zSn44gL/vKeDjm9IZ3y3ci+kkuMqjtVpvJbu0kWtTw7nu84Pc3jeOLmFqrA4n4tZ2kO9zKhnfNRydXOyVoOwTG8BXs7KIvEJEzupwkFdr5M3fLrErv464QAVPjkiia5iGCd3C+cWPtSC47RFVEiFhfjRE/lXQKSQ8MyqF3y4d4Eyjky6d+2PKO+h3WVXXEehzthIwaDYiVZDP92Kh//dhlFbusTu8Enf0j2fjmctU4U/2F3F9t3C+P13Bo9f8YxcRcLciKa7C0Gs223l4WGc2n6v20REYEq+ls/kCzQfWItaGk/DcYex1hRjO7aT0o6lur2/cAXX50tuJe3Qryq4jEGdOpMkpp04IUY9sReSwUPPDC5gLj7UbmJDI2z9FGtGlw97jgCFzaD74NdoBM2jooJcYoGHnZwRPeBxz8YkOlzGXnSF6wWrszVUoOvVFrA1HpNT91Z//fwwuhwOBUEz1T68RfdeXVK97ynPeRepgQm54BmlYZwxndgAg1oRiq/XWVnFZTZ6KuctqAqcDRWJv9Mc3+gT7bajb8g6Rt3/m+bvlyHdIQxKIue87xDo3C8XldODU1wEupKGJRM1bRu3GVzAX+WrUyKLTcJqbqVx1D5bS04h04UTd/hkli266XFF32Gk+vA5T4TGi7lgJDhtV3zzmCchFmhDCb34Xp8NG+NQ3EUiViNVBiLWhyKK6YavJo3bzmyiTBmLOP4yq28irJiGsFblIgi4zpxp3LXO7ZhibMJzd4flcGplKzH3rkAREdriu/wb8Vwf8AHPmzOHxxx8nLS2NjIwMVq5ciclk4qabbvpXD+2/HlUtFh8boRe2XmD5zT2467tTlLWjak7oFs7gTsHMXHMMh9NFo9mOSipi590DWHW0hHqjneFJwURo5UxacYSXr01F2VqhujEtgmaTnVt7xXCy/KzfsUzJjOL+73PYcr6a0SmhxPjxiL4S4n+QFDBY7DSYrD4Bf5haxhMjkvg+p5KnRyUjEOBJcLw5viuP/nSGoZ2CsdgdhKmlVPuptAYrpXQKUnodozb8cr6aTfP6supoqU/gppSKmJwRyfXLDrMhp5L99w8mJkCB3mLjyc3nmN4zGpvTxY9nKj3BzPCkYDKjdB0mELJLm6jWW1GIhTx6TWduXev7MokNUNA3NoDvbuuNwm70EeIrazIxdeVRDrZjJoiFAj6dnEG3cDVZ0TqqDVaq9e5qXKhahk4uYkNOhVew34YNOZXusfSKYXW2dz+oUiriyRFJPsJsQUoJM7OiKWu28LdN3tfJqYpmbvjiMMum9WDTOXeAlF9nZOuFGvbcO4gfz1RQa7QxccURL/bA0ZImRnyyn2MPD6NzsAqrw8n13cL9KqvXGay8sDWXTw4Utft9I/UGK7dkRVPWZEYiEnDfhhyf8yoWCjhXrWdGVjQNJhu2Gj2xAQqv7bhcLn69UOMlElnV4qbiHytr4u8T09DIxAxMCPKpJLdhYloEY5Yc9ErIFdQbmbY6m+13DqBrmNoTSIiEAlZM70G0Ts6e/DqEAgFfz+oFwOJJ6bzzex5fnSjD5nARqJDw3JgUZmW5K8UKicinb7vJbGfSiiNkPzSUSelRnCpvZs3MnhTUG9l4uooApYRRKSFsOlPFF4dLMFodvDm+G/duyGHhsM5MXH7Yo1a/cOMZIjUyFt+U7refH2DrhRpeGNuFp0Ym8/H+QhpNNuRiIbf1imVkSojnOu8fH8hTo5JZtCePWVkxTF11lAPt6OcSkZAP9lxObHaP0Hj1i1+J7JImUkLVHveCSJ0Ms91xVVX8gnrvPnq5RMTCYZ2o0lv49mS5515OClHx6eQMKprNbJzbl0i1FHNAIDV6K9V6K4eKG9lbUE+wSspdAxPZnV9HWZOJ2b1j/SZMDRYbW3KrO2wfeGPnJW5MiyCgnRNEoELit48c3OykUSmhXKjRc77GwBObz/ksA9BktvH+jd15YkQy9UYrapmYMJWUELVvYuJkeQtDPtrnoYkXNZjYk3+YV8elMiUjkqxo32dbpFbG/H5xRGrlaOV/3LrwfwOZUVrentCNB7YVkj39bUpeH+ZDcZXFpiOL7EL1+mcIm/g8gnbBfaPRihPQysR+z6lIKGBMSihfz+rFWzsvcaqimYQgJXcPiEcoEPDwxsstac1mOwqJiBMdJHn/J6gxWCmoM/Dj3D6sO17Cj+fcCdV7MjWMDajH9rmbBt/w+xI0vSZS+uFkv+sRaUJxiWUUCsJ49ZeL/HimCoXEzQCbmyrBWnNFMszlpGLFnSQ8tZuoBSupWDbfk0AAUGWOR9l1OPXbPkSVNhpbnX92EYC1Jh8EIoRyjdc6vManDMBhqMNWV4ImayIi+dWdf/7CvydcTjsOi4HAwbMp/2I+QaPuJ2Ti8+C047JbcTrtOMwtKLteA4BDX3tV+ziBRA4CASJ1CLYG/0leAHt9qU8yoGHXUgJHufUlnGYD+jPbqFh+B44Wd/udWBdB2M1v03zwK/Qnf778Q6EIbZ+pVCy/w6NFEDh0HnVb3vVLn7dV5+E0t1D7/YteApWOllrKP59NzIM/4LSZEIgvz/MsJacofGUQqu6jMLYm0+wtNZ7j4g8ibRgibRhCpQ6XzUL49LdwuZwEjnnA3VJjcDMirBXnMJzZjjwmrcN1/Tfgvz7gv+6666ivr2fRokXU1NTQtWtXli5d+k9T+v/Cnw+Fn6Ant0bPwz+e4aWxXUgJVVFjsCIRCTlQ2MCta495qn0f7yvgb8M7s7egjkaTHbVMxKcHijyT5Nu/PkH2w0N5dfsFpq46ypqZWQTIJYxLDfOp6NzRL45LtQYPhfFqva/t0TsmoEMKfJ/YAM5Wt9Crnd1QG+ICFczvG8eN3SOY2E5wCmBQQiAH7h/CpVo9f9+Tz7s3dGfOFf7KIqGARZO6syW3ivw6ExO6hfHj6cstDONSw3A6XWy/cwCP/nSGfYXu4KN/fCBPjkzi+a252J0uSpvMXKjRExPgpveuO1XBhpxK7hmYwI9z+mKyOVBIRBwubrhq3zW42zNAzG8Xa1kyJYNXdlykuMGEQACjk0N59JrONFtsDE0M4sSJPIgN9/zWYnfwzs48r2Af3H3/d60/xa67B/LrxVrmfXvZ2i5EJWXJlAyfQKc9XttxkQ9uTGNQQhDLjxRTa7AyODGIO/rHE6GRMqNnNKuyS7E5XNzQLZx7BycQppJxtx+BNXBrSFyqNdAtXO1Ro48LVHC+ugWTzcmnBwr9XgtNZjvfnXKrvwuuUt4sbjR5BfsioYCVt/Rk09kqer2/G6cLvpvd28vLHtwMkS9n9uTnc9X0/fseDFYHvWN1vDOhG71iAlC19vSXN5t5qANNiDXHynhqZDJdwzW8fl0qOy7W+OzLqJQQ9hXW+70WXC54edsF7hwQT5TWfW7iAhVcrDEgFgpIDVOz5liph4IvFQm5pWcUa2f2QiIS0C1cQ2KgApFIiFYm4eP9hX7HaXO4+O5UOTV6K0M6BTH9y2w+m5xBqEbKyfJmPj1QiM3hIkIjY1avGM5W6dl3/yC2X6jxBPttcLhcVxVfdLnc5+RYWRMfTkpDJhYSopQiEIDZ5mTD7b0RCQSEaqTcvvYEG+f24XhZk1ewH6KSUtJo6pAJ5A/CKxwxiupN9IzWXVXtPyNS6/NZXKCSxTel8+yoFCpazAQoJAQqJATIxfSO1XGp1sCr2y6iloqY3cfGDcsPe7VxrD9VwcJhnThbpaekyURikC9l22hzcqai457v4gaTTz92oFLKh5PSGPjhPp9n7frZvZmy8ijPju7S4ToBXIBGJkEjkwAdU8lr9Rbu/u6U357wp385z03pEfwwpzfHSptZtDefogYT03tEcXufOJL+oA3m/zYClVLuGhjPpPQIKk3NxD2xk5pvH8OUdwiBVIlu4CyCxjyAuegkCY9tQxLsrpBVNJsob7aw/mQFF+sMZEXruCk9kqQQlY/WTIRWzqDEQBYHpuFwud0dVh4t8WFvjUoJ4VCxW8T2z4JEJGDutyf58fY+PB5VyN2qegQ2E5L9KzC3sw5zWQwIZaoOe3qDRj9IRWAmff++13OdtVjg1R2X+CFHxfrZa3F+PM77Ry4X+jPbsNYUEn3ft+B04TDWI4t090Pb9bXE3PM1ooBI5PFZ6Ov9B/3KlMEIpQoChs2nfuv7vgsIhMjje+KyGqn7+U20facikv8xhsRf+PeCUCJDIBRhqy8h4taPqN+2CMuW95CGdSbkhqfAYqL54NeEXP80QWMeov7XD3DZTEhCE7FdmXQCdINuo/noBqyVuegG3krzwa/9blee0AtjO00KwK0R4HLgcrmwNVdRvmwOTkOj53t7UyXlS+cQ99BGDGe2u2n4cg1Rd67G5bBiLrxcDJDFpFO76Y0O91t/YjOS0AQsZb5zirqf3yJsyms4Tc2I5GrsLbVuHQK7FZfNjEDmfrZaSk4hn/Jah24FgdcsoPnYj0Te/hnyuB5UrLgL4/nf3V8KBAikSoLHPozD2HhVm8P/FvxTAb/NZqOwsJCEhIT/n4bzr8GsWbP+ovD/GyJMLfPr436p1kCjyc6q7FI6BSmpbLawaF+BZxIsFMCgxCB0cgkf7i30WwG3Opz8eqGa89XuSqdIIOCe70/xyrWpzO0by978euQSEQMSAtlfWO+puImFAo/N3T9CeGs/9sPtRPjArdz87OgUdufVEqq6nOHUW+zU6C0UN5oIUcm4cflhn7HvK2zgpW0XWDisE5fqjHyZXcrGuX354XQluTV6kkNUTEqP5FBRPeVNFgYlBJIaoWF3Xj0NJhsf35ROYYORu9fnMLdvLJ9NySC3xoALyKlo5q7vTnn1rJ6r1jMiORSbw4XD6cKBiw/25HtVJAH23Rfm15qv7XyoZSJCVWK25FZzvKyJp0cmE6iUIBII2FtQz9RVRzn4wBC/x7GqxcLnh4v9ficRCXEJYOLyw14BaK3BypRVR9k8vx9LDxX7paAbrW4avVomYtHENKwOFxKRgAaTjbgAOTOyYpiSGYVWJkYjExGiklFvsnHmKt7pOZXNdApWeQL+aZlRrMouZVpmlE8/cXv8dqmW+wYn+KWy1hustFjsfHvCW4F5VlY02y7U8NXxy1l+f8f/neu78eLWC15VyqMlTYz49AA77x7IkE5ul5IGk63DfmWAk+Vul4WuYRp+u2sA92zI4WyVHoHAnUR6dVyqlwL/lcgubcJocyBAQKhailIiYv3JMm7KiCRCI2fxpHQWfOem71kdTlYeLeWbE+XsvHugV3AVopJSWN+x6vfZKj1RWhnhGjl5tUZuWnmUl8Z2YVBCENelhhGtk5MWoaGowcTI5BDqDFaGJAYzOSPS6xzVGW3EXsWnXSMTkxyiYkhiEI9vOkd5s5n1s3tz21fHEQoELJrYnTnfnOSegfFsnt+XELWUz7/3vo6tDqcPm+NkeRMD4gO9EgPtkRGl5WLt5SB6+ZESBiUE8sCQRL/MgG7hahKDlNgdTuxOl9f2gpRSgpRSukVoPJ81mmws3lfI07+4hZCWTc3g6V/O+9VseG9XPj/N60utwUZiO1Z4vcFKrcGKwWanT1wASw4V+fwW3O0esnZVZIfTRVWLW8vj6ENDWHa4mO0XagnXSHliRDIWu5NTFS04XC56RGsRIOBSrcErMRCklBDmp5LvDw0me4fMpFt7xVBvtLHscAl1BisL+ieQEKQgUC75tw3226CSiukULMad7IhEeu+3uCwGnIBQrkUokaLrPx2B0H0tVLeYOVDUyIwvj3mSH2VNZuqMVub3jSM1XOOzjWidArFQQJPZzru78nzYZEFKCRO6hXPLl9l8cGP3P23fglVS4gMVTFl9lCPXK3GunQS420TaQxwYjdNiIOK2xVR+eT84Ll8j6szxyIfM581fC/wm8M9UGzhhi6FnWGds1Xle3zmNLQSPfRixLgJJgNvazFx0Ev3prbQc34jp4j6ECi3Rd61Bf+Inn2SDQKZC1W0kTfu/RJU6DNOl/ZjyDl1eQCgi6o4VNP6+BHFgNIqE3tjrS5CF/xXw/1+FLCwJk0JHxcq7CRh0G9reU7E3V1Kx8l7s9SV0evkkDkMDusGz0fSehKngKDH3fE35snmX1f0FArR9pqJKHUbZktvA6XDrAmhCPRZ67RF608s4jI3EPryJ5qPf0XzoWyJv/wRrRS7V659BIJQQOftTbNV5VK9/1puWn/0jsQ9vwmlqRhKSQPWG5wi85g6v9TvNLYg0ITia/bc8ibWh2Gr9CyNbSnJwGBpwp2bdiYi2ZJ3xwl6CxjxIw/aPAHdyIOqOlVQsX4DTdDmhqO1/C5LQTtQum4ul20jUaWMuB/sALhcui4Haja8Q+9CPSMNT/tFp+o/HPxXwNzc3M27cOFQqFd27dyctLY309HRsNl/xlr/wF/5fEaWTs3ZmFuOXHfYogQPE6hT0iw/gkZ/cgfSdA+L5aW5fzlXpEQkFjEgK4d1deRQ3mvwG+224UGMgVC3j6VHJ5NcZ+GZWb2xOJ0khKvJqDfySW8MHe/KxtKPKTsuM/MOTSbVMzLTMSLqFa1h6qIiKZgu9YwIYmxrKoj35fHRThmfybbI5yKsz8PXxcr7LKefDiekdjn1DTgVz+sYyt08cf9t0lh0XaxmXGkZahIbSRjMTlx9m6dQe2J2wM7+Ot3blsXZWFmVNZnIqmjlU3MgnUzL4YHc+yaFq7l5/qkPxv9RWUUGdXEJq2GUa8ZUQCgRMy4jim5O+tkDTMqNYcaSE2b1j+XRyBjcuP8Kd33n3Zd09IJ5wjf9eWLvThbGDnvFJaRF8ut9/5dzpgpVHSpiSEclKPzZO13UNw2B1MGvtcQQCkImE9Ipx99THBCiICfDtoW+22IkPVHQYcCYEKjlbdZlNESB3W7zVGqxEaeVUdkAPTwxWIr2iZ7aq2Uy9ycaCdSeRioWkR3hXaW/oHsHNX3r3j+dW6+kdq/OIIwYrpSgkIr9BjdPlpq7/Mr8fIWqZJ/BSy0REauTUGKxe9526VSlbIRURHSBnXt84YgMVSEVCtDIxL/56gc7BHQvuRWnl1Bts7LhUy/DOwZypbOH9SensK6hHKxczPDmEnEeG8dpvF8mvMzIoIYgFA+JJvELETyMTkRah4UhJo9/tZEZpCZC7K9XPj0nh/d35PPTjGWRiIdelhnHf4ASq9Fa+PFbKtycrcDhdqKQiFvSP55PJ6R4Gh8Pp4lR5M6OSQ7wcB9pw36AEnt2SS3mTmSVTMyhpNLH9Yg0Gq4Mbu0d4mBarsksZ2imY/vGBXNnl02y2o5WJUUpFnmt8ycFilk7L5JYvs32U6h+9pjMbz1R5Xe8ljSYqWyyMSArGak9m0V53ECMQwNiUUD6alE5po4m/bTpLg9HG1MxIhiQGUd5kJlglRdUq4Bemcfe2lzWZPMG+QABZsQHc8V3HfZSHihqYmXXZPaXOYOF8tYHnt+ayt6Ce7XcNYGJaBLvz63yE3p4fk0JEa099RbOZ1dmlvL87nxq9hcGJQXx8UzoPDemEWiZCLZPw+KazjE4JJVQl5Z6BCRTWm8iM0lLVYuHJn89htDlYNq0HkZo/9ozuoE2dGT2j6R6hYdBHl/VPlh8poUuomkWT0lDKRH4FC/9dIQ2Ow+FwcOLECXr0SPERlqrUWz0WlfGBChZNSiO7pInf8+q4VHuO+wcnkhmp9WmJCNfICdfA7nsG8sZvl1hzvAyH08UN3cOZ1zee93df4re7Bl5ViPOfRZhaxqpbejLs4/2ctoeTGtkFa4Vvoits6uvIorrjsluJe+QXLGVncFpNqLqNRBoST5VL4yPe2x5fX7LTL2mQT8CvyboeRXwPr89EmiAsVZeQhiVhurgPp6mZxt1fELVgJTXrn/H0ZMti0oi4bTEOYzN1P7+N02okfNobBF27EHPBUUSqQGSxmQikCvRnthM4dC4upwOB9N87wfQXrg5xQATavtMxXtxP3c9vX/5CICDi1g9xAeZL+6n4Yh4IRchjMzDkbCVwxD0oOvfF3liBJCiWxj3LKft8toeqX/X134hesIqajS97LOvEQTGETnqBpn2raNq3yu17P/Ie4p/cSdXaRzBd3OvZfNO+lWj7TSds2htUf/OY53NLyQkM6iDkcT0o/fAmbHXFBI2612ufmg99TcCQOdRtftPvPmt63kDdlvf8ficJTcChr7tM6RcIaasYuexWDGe2EzzuUep+eQdj7m6cNhORcz93JyVcLoTKAJzGRoStAoeh1z9N2ee3dXj89Tm/EtZ1ZIff/7fgDwf8kZGRVFS4qx96vZ5Dhw5x+PBhr2Xmzp1Lly5dPP+SkpKQSP69+tv+wv8tRGhkLJ/eg6IGI5dqDXQJU5MeqWVdu8DyswNFLDlYREKgEhcuYnRy1h4vIzNKS9dwNeeq/AepWdE6xncN43yVHqVUxKQVbvpT71gdT4xIJnvHRSx2J52DlcztG0e3cPe2VR3YmvlDpFaBTCQiZkwK+wsbuFRroKzJzCeTM7xEtCqazTz6kzt4dweUHVPR7U4XzWY7PWO09I7RcbS0yWviMrF7BCIhDEwI5PovLuJywfilh9i6oD9/++ksa2dlcdOKo5hsDmRiIfP7xXmJI7YhSiv3iPaFa2R8NCmd0UsO+FSRr0sNY09BHQ8O7USg0i0oZ7E7kYmF3NorhuFJIcz+6jgF9UY+m5LJ7/cM5InNZzlW2kxsgJwnRyYzoVs4AQqpX0EitVTsRZNvj/hABVty/feTg1ugcEa7YKQNXULV9IjSEqFx9+KabA5u6x1LWoTGR9SrPSK1cp4ZlcL8b0/6fCcTC+kbF8BL2y4LAeZUNjMgPpA1x8p4ZFinDtsB7hqQgKg14K4zWPjlfA1xAXJmrT1OaZOZWVnR3NA9wktkzeFy+dDQPzlQyMeT03nw+9NE6xQkBis57EfDoA3ZpU3Um2wcLW3C6nCwfnZvLHYnhfVGj07F81tzqdZbCFJKcTpdCIUCVh0t9VTzOwUrWdA/nk1nq9h3/2De253vl2kwv18cq7NLmZQeQYhKxv6iYu747pRnWaVUxNezevHJ5AwcThdqmdivlVeUTsFr41IZvcRXjEwrF9M3LhCz3cHFOiN5tQaW39wDhUSI0wmHihs4Vd7C96crvJTgDVaHOzEwpBNTMyNZd9L9rnt1+0WOPDSEj/YWsuKo+7oOUkp4YHAiKqmYTa333cw1x/hpXj/uXp+DXCzkroHxTF3lrlhY7E6cLnh80zkW9I9n8znvisiHewv4cGIaC7475alwP78ll/Wz+7D9Qg0782qJ1Mi5a0A8QUopQ64Q4XxrQleOljaxOruUp0Ylc1NGJCabA7VURKDCLTb62o7LbiFNZhs9WzUvlhwqxumCyRmRZERqSApR8/3py6JrjwzrTIPR1qFrBbgTI5p2z8SKFgs3fHGYOX1jeWZUMj+fqyI2QM4X03pQ2mzibz+dw+Vy8fDQTgxPcrfO1egtzP/2pFc71e78ejLe3cWOuwYyrLObhZIZpaVXrI7tF2roGxeITi7BBRQ2GNk8vx8qiYjUcPVVBVjbI0ghYXjnYHa20wsQCmBGVjQTlh32WT63Rs+X2aU8PTL5D63//wKcTheljSbqjW4Nik+nZDD3mxNebJ+NZ6q4f1ACz4/t4telJjFYxd8npvHM6BQsdieOVjbJ8uk9PQmdPxPpEVqOLxzK1vPVdL/jB5Q//g3jqc3gciFSBxM25VXUmdchVgej7j4Ke0sdsthMRAodQol7/MJmMyqpiFqD/21oJYDem7Ugi+uB1A81WBwQhTpjLEKxjKZ9KwFoyf4ea/UlQiY8iUgdgjgwBqfVSMP2j9D2meqpylauvh+hQos0sgtOsx5r+VOETn4FSWA0yq4jaDm+CUlg1J938P7CvwTSsEQi53yGvf5Z9Gd/Q6TQIEkehhgb9roiKlbc6aboOewesUjD6V9RJA1AlTYGkSbUrffQjqlirbpI3bZFhN/8nluHQyjEXHyKhh0fXRacdDowXjrgtp1sF+y3ofnQN6h7TPBiCkjDk1GmDqPliNs2D8B4fhfqntejP/6Te2xnfyNg+J0oU4dhPL/r8goFAsKnvw1CcYcKrMHjn8Dl+P/YO+/4qAp0/X+n95Lee0IJJRB670VQkN5VsKFgr2svu7q66toLKkUQwUJTkaIU6RBKCIROeq8zmV5/f0yYMCRh9d7d+7t683w+7mc5c+a0OTM5z/u+z/M48Th8vzEidQiqzqMx52wFoHb7ewSPfoC4BzZgytmC29rgSyiQa6la/wLOiovg9SBPzCT+8Z8RqYMbJwZahquhEqHs31d0/KPiNzOXnTt3UldXR25uLqdPn/b/V1zc1Dnbv38/Bw4c8P9bJBKRlJREu3btMJtb+VVtQxuugzC1jOzSYlYeLSZGp+DHM5UkBCmaaVK93iZjqh0Xq5ncJZJPDxby2NAU7vimOTmL0soYkhLC2CWHyK+z8O0tPRiaEsLhonqkIiEJegUnHh5ClclBYb2Vv/18gbOVJlJDlbw4pgNDUkIIVf02d+ZglRSRUMBNnaQIvALCWug+lRpt/NLYRUwOVtIxonWDHp1cjMvj5ZWfL/LGTZ3IrWjgxzMVSEVC7uqbQHKIkkOFdVSY7H4y5fH6NOaTukTy+aFCvwP4j2cqmNQlg1t7+szrrjzYd4xQ892tPQPMCfsk6Nm7eACPfZ/LgYI6wlRSHh6SwoyMaF7afo6MKC0Z0VpWzc7E4/UiFAjYeKqcW746jtvj5fvcCt5yuBicHML3C/pgdbp9sW//4oEwXCPj8+kZvLH7MoV11oDOrtcLHcJVHG9lLDctVMW0rlEU1lnZeLociUjItK5RjOsYQfswFdE6BUumZeD1eq+rn78aN6ZH8MCgJN7bm+e/XnqFhK/mZvL6jsAYxo2nytmzeABrT5TSYHdxd78Elhws8H8uEpGAz6Zl+B35nW4PXx0v5bWdF3lnYmeKDTaEApjZPYZDhXXc3DmSDY2ETCwUIhYKAvwbXB4veOHdSZ3Zc7mWGJ2cvglBZJcZW3S9V0hEnKkwsWDtCdbO68Hi9Tmcr2r6rY7Wyvl8RgYWh5t1J8vIjNEhF4q4eNVTconBRrswNS6PlzqLg8+n+0w1r9ZFz8mMQSUVcbLMyN/GdSCv1sKyI0UBhQGLw82k5Uc4/dhQ2rUQV3k1esbpWTm7Ow9uOO3XradHqPloSlecbg93fp1NaqiKDyd34VyVmWPlRhKDFbQPU5MYrAwwFrsanxwsYMWsbnyTXUZ6hJrnR7fD4fKweEAiszNjMNld1FicfJFVFND1N9hcbDtXyQMDkxjdIZyXt5/3d+dv6BDO3rxa1maX8vIN7QMmBkKUUgYlB9MxXE3Wg4NYc7yUC9Vm+iboSQ5W8tex7WlwpCITC5GKBJQb7Ry8fyAvbTvPvvw6+iboCVfLePwHnzHS1cckFMCRBwf7Y02vfN4fTu7CXzafDSDXXx0vYWRaKB9P7UpD47SPSChgSEoIv1yoZmBSMHvzmt8/ABM7R/qj28x2F9+cKOWxYSlYHG6Gf9z0PPDe3nwGJwdz9KFBXKq2kB7hi8gDnxdCS274Hi/ctz6Hn+/uR7hGRs9YPXl1Fg4X1fNq43dNIxNz/8AkGmxOOoQpm8WaXg8+v4AuDPxgn3+apXuMjoOtyCkAvs4u5Ylhf57xaoEA/3f1SpRlS9Ke9/blM79PfKuxtPLGWNz/CQiFApKCVSzsn4TL7UFwz5e4jZV4nDaECh2SoGi/XAFArAlpto0ItYx7+ie2avx4d59YPGt8jQWBVIF+8O2Ejn+iRadvgVCEutNoHFV5RN72CRWrH8TrsGIvyqFs5X2E3vQXpE4bXrsJ4+Fv0PaeASIJuH33nMdqxHaV3lqsi0SVPhJbUTYxC1chDmpetG7DHw8SfRQSfRSK5F643W4qCs7j2vQ86i5j/PeCQKpArAnDZarBazdjvXiAkHGP4aorQRwUS+x932E6+RNepw1Vp5F4XXYKXhtO0nMHMJ38icqvn2y2X22PSdTv/rTV42rI+g51xjgMe1eAQEDw6AeoWP0wlvN7/OvUbnubmHu+QqTQYzi4GjxuSj9bQMzdqwi7+QUs534FoRB5QiaGvcsxn9lB9ILPKF95X5MxpVBE8MjFSMOScZvrqN+9hLCJzyNS6oic8w75fx2A21TTuL93qNv5CQnP7sdVU4RAJMHrMBM++SXq9yzDnLMVW/4xXLVFvoJB+ghfakEL0Paa+puf7/7M+F0j/UFBQQwYMIABAwb4lxmNRk6fPk1ubi65ubmcOnWKwsJCvF4vLpeLCxcucPHixd/1QN2GNlyBWibmzr4JZMbqeGv3ZURCAXF6OdMzoluMlAKotTh4bGgqE5cd5mSZkX9O6MQrOy74NagDE4N5amQaX2eX0j1GQ36dhc8OF/LV3Eycbi9KiYhglRSHy82Ws1UsXt/Ulc2tMDHtiyz+ekMHHhyU1GKe+dUwO1ycqTDxzJazZBXVE6tT8MzINAanhCAVCZGIBKikYg7k1yERCfh8ejcuVps5X2Wmd5yewy2MLS8ekMSXx4rpGx9EbkUDcXoFDw5ORiQQUFhvIVonp32YmqprzNNkYiE9YvUBOl+vF+78Opu7+iawYX5vBPgc88M1UiI1gURcJRXTLyGYjfN7Y3G6EQkERGhkiIQCXhrbAbPdzabT5Xywv2W9rlQkRNj4GxDyG4slLreHwnor+wvqkAgFjO8YznOj2/HajgskBimZ3zuOOquTNSdKW+wqPzQkmbu+zeaRISks6B2Hw+0lSCkhRCHxjzADv+u3KVwt46Ux7Vk0IInLNWbUUjGxejlGm5O3Jnbio/35nC43kRaqZGpGNN9kl7JmXg9e/eUCPWL1fL+gNwW1VsI1UjJjdERq5X6DylKjjWe2nGVEaqi/sNE7Poi9ebX8Y9cl3ru5MyPTQll1rISsonpmdov251FrZGKWz+zG4nU5XKppmhCRi4Usm9kNl9vbTBd+S49YVh8v5v5BSby47XwA2b9yPIvX5fDa+I4opCKkjZ3TGzqE89Vx38Ow3eXhQpWJwckhPLvlHK+Ma8+xhwez53INJrubjhFqdl2qYdH6HO7tn8i2c1WMaR/W4ufl9nj56ngJz4++vimbTiFhRkY0g5NDqDE7EAoEaGQi3tp1iQ8OFBCjk/PsqHbc+Plhihu1xXKxkAcHJyG7jgeH1ekmJVjJsYcGk1drobzBTkqILw7uYo2Jpzafa9UY73iJgZndo5n75TF/XJhKKuKe/olM/8InvbA5PayY1Z2DBXVkFdUzqUskD2/M5eXtF7i7bzzze8fjcnlQyUQIBFBssPlMAF0e39SMSEhCkIKVs7tjtLuwOT1MXnGkxePxeGFlVhEj0kLZ2jgFs3hAIsdLjC2S658vVLPnci239ozjH7sukRSs5FSZkc8OF/LptAyyirKaJQHMyYzB7vL4i59mh5tjJQaeHJ7WbBIBfF37H3MrmNsjlojG75/d6UYoELD5jj4A/HKhik8OFvgLJqfKGzDaXYRrZNRZnTyw4VTAfdpgd/G3Xy7w17EdyIjWtfLJto6OEWqOPjSYtSdK2HauimGpIdicrSce2F0eWkkB/UNCIBCQGqpCIhIwpn0Yt351otV1vzleQrf/wjX+T0IsEoJCi0jR3JjyehAKBczJjOHb7FKyrolgXTQgkbSoEPT3r8NjNyEQihBpIxBKWpeKiBQaFPFdkQRFo+o4DGdVHl6XA0lYIghF1G1/j7qdHwPQkP0D2t7TMB5Y3fy4lHoUiZlII9sh1kciDU1qe3b+A8Flqffp2t1uBFIFktCEFj8/j9VAkMxLSdlZvO0HI9KEET7lZUSqYJy1RT4PCpuJqvXPg8dNw/FNCMRSSra8iarDEAQiCZVfP4nLUI4sphPi4DhsxS1PEArEMjz21puuHrsZkSYcoUJLxJx38Lrs2MvPIdZF4jL4Ggxel4O63Z+j6zsLTc/JvgKFSIIp+0eMWd8SMuYRvB43RW+N92/XbTEQffvnIBLjdbsQylQYj3yDUK7BbapGGp6KozofsT4aWVR7kl7MoiFrPabsHxHpo9D1nY1QJKFm8+tYL/j+ngiVOkJueBRFcm+qN76M+exOJFEdCJ/6V8w5W/C6Av8+S8JTkIan4XFYEUr/ODKs/wT+2y79Wq2Wfv360a9fP/8yk8nEmTNn/FMAubm55OXl4f09VsRtaEMjorRybmgfTtcoLSa7G6lYgEwsZGrXKL69xghNr5Awv3c8H+7LZ+c9/fkht4LCegsrZ3VHIxPj9nrZdq6KW746jsPt4dd7+zMnM46kECX1Vic2lweXXIJSKqLUaOPJzS3H9L207TwTO0Xw6cFCFFIRMzKiidcrCL6GyO7Lq+WGzw75yU2txcn0lUdZPDCRWK2C3ZdreGpEGmFqKc+Pas+aEyVsPlOJRibmq7mZLDtSxPqcMjxe37jyov6JBCslFNVb+dvYDjzaqOEHX6TWC6PbcbCgjqEpIYiEgoDYvqyietJCVegVkgAndY8XPj5QwMcHCritVxyfTsto5sp8NUJUUq7tl1zRs87oHtMq4b+tZxxhvyOz2uv1cqiwntFLDgZkkiulIrbe2ZdwtZR9+bUkBin5eEpXHvshF6PNhUYmRiER8uKY9oSppHwxK5MasxOBAGK0EqL+DdpbjVyC5hrzrqJ6K1NXHGFejzhmdIshQiPl4U2n2XaumihtMU8MS2VISggqqZj+iUHoFc2vRZ3FidHmotrsYGwHX9dfKxNTbXbg9ni5d10OqaEqpnSJQikRcne/BEwONxtOlXN773je3ZMXQPbBRxbv/Cab5TO7M3VFk4t1t2gtN3WKYNLyI8zJjOXFbedpCZdqLGjlEuZ0j0HYeF8MTg4hSivzdwJf2HaeX+7uy4qsYr4/VcmCPj55xPbzVby07RzBKhkrZnbnco2ZZUeKWnSNv4IzFQ2/qUAsFgmJ0ysCuoqdGrf7xLBUHtp42k/2b+gQzn0Dk/j6RMl17+1hKSGUNdiZsfJogNHjjenhPD2iHbE6eauEPy1UhUoqJkQlRSISMCItjFt7xvHU5jM02F2EqqToFRIEAl93USYR8vP5ap4ckYrJ7mJPXi3939vL9IxoxqdHsPFUGYv6J1FrdfL81nOcKm9AIIDR7cJ4a0InOkZoyKuxUFTfepLApRoLkRoZo9qFEaGWcXPnSL8+vyUsOVjAyLRQRqSGcrHGjEIioqLBzqu/XGD9/F6sOlrM3rxaQlVSbu0Zx6DkYEKUUv811crFPDAoiZVHW48ke29fPrMzYwGfX8BH+/P55695WJ1uBAIY2z6Mdbf2YvrKo9RbnYiEAv/2q8z2ZkWpK3hn72Umd41sdb+tQSAQkBSs5PGhqSwakIhMJOJwUZ1/guBa9I7XIxII/1RNjFCllEeHpCAUCHB5rlPssFtxGSsQayNaXeePhBidgg3ze5Fd1sDKrCI0MjG394knOUTZWMQKa/zvt0OsCUWsCUUW2ST7cFTlU79nmd9V1XjwK2IXfY2zKg/rxaYpGKEqiPhHt/h0/K0ZTLThfyW8Hg+OqssY9q+i7uf3cZtqfHr6m59H030CYm1TUoXbasR4aA0idQihN7+ALLoDMTGdKF/9EI6ypt9nSVgS0XetwFlThOHAamLu+gKPw+fqj9eDUBVExKy3UHUaidtYiW7gbZiOfx9gbgdguXgAVecx1O9a0uKxa3tNRxbflZAxDyFQ6PDajIRPfQWv04YkLAnj4a8x7F2BRBeB8eBqTCd/araNqvXPE3P3SoLHPkzdjo/wOqxYLx+m4fgmND0mUb7iHtymGnSD5lO/dxm1P72JLCadsMkvgduBKLoj0tBEgsc8iLb3dOoPrEISGkf5lw9hy2sqanssBqq+e5aIOW8jT+yBSKlHIBQiVAQR/8QvVK17DsuZnQgkMnT95qDtO5uidyaQ+NSvSMOS/rsf8x8a/5FYPrVaTa9evejVq5d/mdVq5cyZlken2tCGfwWRSBigeQf46w0dGJ4ayqpjxdRbnQxNCeWmThE8+n0uL4xuh8HqxGR3YbC5WHq4iM1nKwJMsERCAReqzcjEIl7adp7vc8vxeH2dwMUDk1jQO65Fd3fwjUCerzLz/j7fWPdrOy7y8JBk/jI8zd+9LjVYufsqjfLV+GBfPj/c3odt56soMfpGotuFqXlmi+/HvsHuYtoXR3l+dBpPj0ijxGDD5HCx6mgxRruLNXN7MOLjAwEmcBerzcz76jhb7uyLw+Xhcq2ZNXN7cNPSw5gdbt7fl8+Pt/difq9Ynv6p5Zzve/onXpcQ/SskBilZ2C+Bjw8Ekv7EYAUPD01B9jtaY+erzMxcdTSA7INv9Hv2l8d4ZVwHwtQyRn5yoFEm0BuNTEx+nQW5WERSsJJIjRSdQvpfMtiqNTsoMdrYdakahUTEkOQQIrWyxqiv5ojTK/ju1l7svFjN336+QIRGyis3dOSdiWIEgE4h9nc1W4Nc4nvI25tfy/uTu6CUijhV3sD0jGg+O+TT0l2sNvPaTh8ZkYqEHLx/II8MSUYlFdPj7V9b3K7J7kYA/O2GDtRaHIxICyNCLWX4xwdwur0BxpQtwWBzEquTY7Y7UckkxAcp2XVvf+5ff4pt56uwOt3UWZ3UWR1M6hKFSCjAaHdzvsrM8LQw6q1OHv3+NA63l00LevHenpancwBGpIX9l4nUxM6RfHOytDEO0ef50DlSw9wesUxYehiXx8uglBDigxQU1jU3XnxudDvGLDnULKbth9xKOoRreHFMe25e3ryjLhDA7X0SiNXJeOWGDlSa7BwuqufmZYf9XfF/3NgRLzBlWRYHrvJVEAkFLJ2eQYnBRpRWzuSuUcxYeZSf7uiD2elm+sqj/rhRrxe2nqti+McH2LNoAKEqKZkxWnZcbJ5ZD74OfIhKyqbTFRTWWamzOlr9TQNfh14iEvDlnEy+OlFCh3A1YqGAAwV13LzsCNO6RrN4QBJGu5PDRXVM6BQRIPuRS0SkhKpadPS/AoPVicPtwWhz8vmhwgB/Aa8XfjpbRZnRzqvjOnDPdzlM7RLlTzNpjewDVJkcOP7FfXw9CIUC/3c7LVTFgMQgf2TpFYiEAh4flsrxEgMSsZD4/6ER9v80IrVyFvZPpLDOwviOEa2a2d2cKKbk87uIuXMZYnVwi+v80RCtUxCtUzC2/X/9d+dfQRIUQ/wjmyl8cxxepw2v007xR7OJmvc+ETP/gTUvC2l4KrKYdCQhCW1k/w8IZ00B1RtfwrBvpX+Zq7aYsqV34ppWQ8iYB/G6HLiMFdjyshAr9UjCkqjb+TFCmYqaH14JIPsAzqo8KlY9QPANj4DHTcmntxI09C7iHtiAUBOKUCyj8rtnqFjzCCBA3f0mYhd/S/mq+wKMLBuObyTphSyMR77Bc43WXRKegiKlD/W/LkXRfhCu6gIqvn68yStAICTkhkcJnfA01osHkCf3aZHw4/VQt/MT9EPuIOauLxBpwhCIZRgOr6X4w5mIFFpCJz6LJDSRsqU+x397SS7F700ldvE3CNUhSLThCAQCvG4H6o7DsZzZjTKtPyGj7sead4TqTX/zpwnUbnmLkBufRBadjlCmwuuwYNi/CmVKX4KH34PX48Zy6RB43Aglcuwlp9sI/29dsW/fvnTq1In09HTS09Pp3LkzcXFxv3lHCoWCzMzM/9JBtqENLSFWJycpRMnQxvH4o8UGJi07wms3dqRXnJ4D+XW0C1PzQiudy5FpocjEIv6+4wL7r3qws7k8vLHrEm6Pl5ndYgJiz65GkEISYGb11u7LTO4SRX+V70GozupsFil4BV6vzyzp5s6R3P1NNnF6BVO6BmoDrU43T/54lnf35PPFrG6AmNt6xVNi8Oldr5B9sVBARrQWoUBATpmRV36+QL/EIP6+4yK94vR8OSeTUqONC1VmLlRZmJYRw66LNWy/xnn82VFpxOrkFNVbEQLhGikS0e+bXY3VK3h2VDtmdo/ho3351NucTMuIZmRaaLOCzfVQaXL4DQ5bQlG9lUiNzK+jH5YayqbT5by9J89PjtQyEatnZzKiXZh/ZL4l1Jh9JEgkhEi1DJFISEWDnSd/zA1w9xcI4I0b05nUJYpIjaxZnNqV85/XM66R9NJizN71EKaS0T8xiP35dWzIKeP7Bb04UWqka7SG/YsHIBIJyCo08ND3p3C4vDg9HsBLjcWJQiK+bp77pRozhwrreOOmdAZ/sJ/FA5JIDVVxtNiAVCREKhK2mEcOoJSK6fPuXn5d1N8/Np0WqmbN3B5Umx04PR6sTg9fZ5fxdXYZd/SJJylYwZSu0VQ02LA43Dw9Io1YvQKz3cXM7jF800JMYbBSwqh2v6+jdjWitHK+nJPJ2asMHu8fmMRfNp/xex38dfsFPp7Slbu+yfZPAADM6hbN2UpTq9fgs0OFTOocGeDDIBcLUUlFvDupC3aXm/IGB30Tglh9rIQfciuwuTwMSgrm5bHtSY9Q88qOiwFkH3wyhvlrT7BpQW8yorW8uesSveP0mB1uPj1U6L+fr0ZFg50tZyu5vXcsL47pwM5L+5p99uM7hCEWCRmz5KD/d6rG4mB0+7BWEw4md4kku8RAmcnBuA7hKMRCPprShTu/OYnd5WHVsWJWHfN5D+xZ3L/Zd7rO4uDZn84yNCUkwPzvagxPC0UnF1NmtPFmC2ahACdKjSQFK+kQruKV8R1RN5oCXi8FQiERXfd7/nsQopTy2o3pfHeyjBVZRdRZnQxKCuGhwcl8dqiAWouTZ0amEaOV/7cKpP+bcGVa5hWFhF2XaprF1d3cXk9ExSHMJzbhbqj80xD+K/hPTmsIxBIUaQNIeTUXa14WrvpSFMl9EAfFIBCKkcV1QST/fZKENvzvgdftxGUox7B/VYuvV296GV2f6Rj2r6Jq/QtNEXgiMeGTX0KsDQ+MZrwK9pLTiDWN0wFuF3W/fAgCMfrB8yl4ZXCTPh4vpmMbsZ7bQ8yiryn8x6hGR3sd4dP+jil7M7H3fEX9vi8wnfgBgViGbsA8NN1upPijWUjDU9D2nkrJe1OuOTkPNZtfJ/a+79D0mobXaaN261t4nc19PoJG3EvFlw/6ZQCK5N7oh95J8gtH8LqdVH79BNUbX272vqr1zxN7/3rQhuM0VGDMWkfl2scCcoa1vacRdeuHlC1fCICzphB5fHdEugi8Lge129+jfucnAAgkMoRKPW5TLQ2H1hAx+y08LRwvgNftxmWqAi+INWEIfucz7x8Jv/lptL6+nv3797N//37/Mo1GQ8eOHUlPT6dTp0506tSJpKT/2xWUNvzPQSkVMyw1hA5hai5XGxmcHMLbN3cmUi1DIRURrJRQYrDRI1bH0Ws0ejKxkAcGJePyeAPI/tX4aH8+X9/Ss0XCH6GRoZKJUElFdI/R0j1aR73NxfqcMnrF6RELBYivU6UPVUmRiYXcv8GXsRrm8qBuxQ+g1GijzupkWqMOeGrXKL8W/r6BSYxuH8aB/DrcHi9PjUjjZJnvYRngSFE9Ny87QodwNR9N6cJ9609x4buTLJ2RwbOj2rHxdDkqqZhJXSKRioTcuuY4Oy5Uo5aJWdgvgcUDk4j9nd3xKK2cKK2cfglBuK/J/f6tqDI7sLrcqGUiBieHIBEKOVBQ2yyq8ESpkeQQJVEaWbMMcpPdzaQVWZx8ZAgdW8iRNttd5NWauVRjxenx+N3IJ3WO5JcLVc2i/LxeeOT7XJJDVLx9sYrHhqW2Ojmg/h1JDlcjRCVl+cxu3PF1Nl+dKOHG9AgcLg+F9TbWniihzGinb0IQh+4fxOs7LnJXvwTSQtWkhKgoMdiI1Mhajf5rF6bmjV2XqDI7KG+w88nBAt6a0IkZK7P47qSPpH+4P7/Z+yZ2iuTXRgLw0rbzfDili39SQaeQoJAIabC7sTpdxOnlFNXb+OxQIe/c3AmX28O2c1UgaIw0DFby+eEi1DIxn0ztygvbzvllAT3jdCyb0Z2EoP9e1zRSI/fH0nm9PtPMq7v5ebUWFq3L4aWxHVBIhDjdXtIj1CQGKXlz96VWt1tvdaJTSJjUOZKFfeNxe6HG4kQk8BVqNp+t5JktZ5nQKYL3bu7MnMwYzE43p8obuFBtRieXoJSIEApo5nrv8cLhwnp6xflSHqZ1jUYsFFzXPO7nC1WMSAv1Gz8+t/Wcv0DWPUbH38an0/+9vQH72ptXy+PDUonVyQOKHeAzMr2hQzhP/3QWgUDAAxtP8eSwVCa305H9yGA+PVhIfp2VMe3DGN8xgsTg5uS72uxg9fFSbuoUSWqoKsDcEXwFkmdHtkOvkHKhytxiBvoVlBnt/LKwf0BqRqdIDUEKid8j4Wrc2SeO+KvunfxaCwV1VsqMNtLCVERpZET/xt8yu9vDC1vPIRIK+MdN6aikYrJLDNz9bTaVJl/EZo3FSYPd2aI054+MRPM5jtybyXt78/npsgm9XML93dX0F+XhWOaL5vJYG/7FVtpwLYRiKdKwpP/zXcY/I9xWoy96sZWKu0ipw156lqp1z13zRheV3zxFwlO/IpSr8dhaTpQSSGRE3vYxXocVWVR7BDIVdbs+vYrsX7VJcy2Ws7tIfvUMXofFp9+3mch/qQ8CiQxt7+nELvoahGLqdn1CwWsjwetBkZhJ7bZ3/NuRJ/VE22sqQqkSa14Wdbs+JXzySwhlKmIf2OibXKj1SbeESh1hNz+P5exuP9kHsF4+jDX/KIlP/YopZwvm3B0tnp+9JBdvo2mhq7aIyjWPXnMBBBgPf4MipS+yuC7Yi3IQqoJwWw2I1MF4HVbqf/0ccVAMYTc/j0gVhMtQgTgoBmd1Pni8KJK7N9uvozqf+r0rfGaFgK7/PPSD5yMNTWzxOP/o+M1PpQ8//DCnTp3i9OnTlJT4CJDRaGwWz6dUKpsVAVJSUv40Wrc2/O+CVCQiViejJr+UjIyMgHxhtUxCWqiYtfN68PmhQpYeKcJoczG6XSh390vkg3153JjeuhbR1hjBpZaJ/FIAqUjIzG5RLB6YRLBSwpEHB1FqsPHlsRIMNif9E4M4VW7k04OF3N473p+JnhmjIylESZnRxv78Om7tGcsbu5pGWS9Wm+kYoUYkFLTY0dPLJX4CU2tx0j1Gy9Mj0jDaXdx0TXzUjG7RDE8NVNmfrTTx/r58MmN1nCpvYM6Xx1k7LxODzcXZShP9k4K46fPD/pg3o83F6zsvsf18FT/c3ue6UXWtweJwU2lyUFhnQS0TE6OTE62V+3Xg14PV6SZer2D5zO5sOVuJ3eXhtRvTsTndPLzJ56ugkIiI0ykY1S60mYTgCtweL8uOFPHa+I4IBALKjTYqzQ7sTjdBSilrs8t4f28eBpuLpGAljw1NIbeiIcDZ/FqsyynD4nQz98vjrL2lB+Hq35b5bbS5MNqcCAUCItRSfwzf1ahosFFncTInM5YorRyzw41OLgnQ3u/Nq+XjA/nsvrc/3WP0ABTUWXhwYw6vjuvI/LUnmm13TLswTpU18OjQFE4U+/R9RfVWVh4t4ttbe/HmrovM6xHHo0NT+ORAAQ12F/LGWMUR7cKYt9oX8fPDmQr+butIhMZnqHi51sKH+/LZm1fri16b0Y2fL1Tx2o5LPLwpl6139SUjRkuYSsaFajO3rTnhd0OvMdv5ddEArE43EqGQEJWEUFXTtbQ4XFSaHLg8XrRysf86u9weaix2DDYXIEAhERF9Tac1XC3jlh6xzYo2V5BXa2HB2hMopSK23NGHzFjfdRyY1HrXsl2YimCFlORgJbsv1XDfhhxeGtOBequTFVnFRGnl7FnUn/f35vPtyTJidXLmrD4eIJeY1S2aDyd3ZeF3zXPtq80O7G6fAV6xwYpEKCBCLfNfr2sRo5VTbXZQbLDx+aECXhrTHo1cjEggIL/WQk6ZEUsL4/uL1uXw6fQMNp+pZPWxErx4mdktmoX9Eymqs5EaqsLjhTv7xOP0eLEIpIQppbw1IR2PV4D0OqaHV6YoHthwimUzu/NtdilrTpRic7kZlRbG86N9PggADrcXiUjQLFryCmL18ma/OykhKrbc2ZcJyw5TcVVh66b0CB4e0iQZyi41MP6zw5Qam4oaAxKD+GJWJknXmRK4AoVYRP/EIF7afsFveHg1ukZrabA7r2sA+UeE22qket0zRI16gAerVrKo21CENiPCrctwlDZKMgVCREr9/9fjbEMb/jdBKJYjvI5ppLbPTGp+er3V1+t2fISmx2QM+77wLRAI0XS/CW2fGQhEEkSaUEy/fIQt7wiuuhKSXjqG5ezOVrdnPrUNWVxX5HFdKXhtOFG3+swivU47zppCxLoo7CWn0HQdh37ArT4/AU0Y1osHEEhkRC34DGd1AfV7luGxGFB2HErouMewFZ2kbtcSIue+S/SdK8DtwOtxIwmOo2L1Q5hzfwF83gOh459ArIvE47QjVGhRJPYEgbBpuuEqCKQKBGIZXo+Hul1NaQKaHjejG3Bro0GgGLxegkfdT9nSOwkacodvrH/c43jMtYiUeqJv/5yyL+7FWdk0OSZP7EHU/E8QXeWhAOCovEzBP0bjrGx61qve+BKG/StJeGIH0rDEVq/vHxW/mfDfdddd/v9vMBgC4vlyc3P9zvxms5msrCyOHj3qX18ul9O+fXs6d+7MM8888+89gza0AVo1hBQKBSSHqHhuVBp39IlHIBBgdbrp995ebE4Pt/WKb3WbQoGPeK6Z24OsonqsTjeTukTx6cECpn1xlCCFhPsHJZERreOGDuF8l1PG4vWniNPL+XByV6Z9kcWqOZkYbE6OFhnIrWhgSHIIT41II1IjY+2J0oD9fXqwkLduSufBTacDCsWxOjkJwQpGpIXy8/lqxncMp39iMHm1FmZ/eazZca89Ucrw1FBSQpQBBm5lRhu944L8//7yWAk6uYT0CA2v77jU4oP38RIjp8obfjfhr2iw89L283x8IB+v1yc7mNcjhocGpxCrU6BXtqyDv4JQlYy/77jA54ebzL9WHi2mf2IQn0/PIK/WwrZzlfzjpo6IhULe25vf6rbOVDTgcHu4VGNhyvIszlWZeG5UO46VGPw56uAjgfeuy2HHwn5UmFrukgNUmuzE6hR8d7KMEoPtXxJ+h8vNuSozz/x0lu3nq9DKxdzbP4nb+8QFTAgU1luZuvwIWcUG5GIho9uHEamRMbNbDF2jtJwsazLiMdnd3PtdDp9Pz0AsFCIUwj39k1BKRCyZ2pXXdl5sNNsTc3vveO7tn8iXR4uYmhEb0HXddLqCI0X13NEnnvggX/FkSpcoiuqteIH1OWXM+fKYvwglEwv9xdsTpUYGf7DPr1E/VmJg4+kKXhvfkSeGpfLazov8cr6KwnorL2+/0Oy63NUvkZQQVbPlAAW1Fp7bco412SU43V66RGn454TOZERpKGmwsfpYCdmlRuL0CiZ3iaKozkq3GK0/NUMnl/DquI5EqGXUWZytavY9Hi+xeoW/eKGQ+LwfrkR8Xo1/3JhOpFbG+SoT01dmsXZeTxavz+HyVd+xf+y6yD8ndKJXnJ5BH+xr1sn/6kQp/ZOCGZ4a0kx33ytez+qjRdzeO56/77iISibm9j5x/si9azGhcyQVJjvrcsroHKXj9q+b4keDlb7zbwlF9VZu+vwwJx8dwuPDUnB5vBTUWnjllwusOd70m7TkYAGvjutAu1AVh4vqCVVJidHKSWrlMwOfaeqV352blx1mUucoPp3WFYlIyKHCOoIUEkIbvy9lRivTukazuoUJqiitrEV9vEAgoGecjkP3DyS/zkq1yUFqqIpYvdwfF5dXY2bcZ4eaRcvty6/jL5tz+WByF0JU1//OCoUC5vWI443dl5sVTQQCWNgvgXCV9HdLdv63w+u04awtwnrpAGJrLfY1C7n28VzbZyYi3Z/DtK8Nbfh3QChXIQmOQ6yPwlXfXKomi2rfamQc+PT/+iF3+gi/SEzMnSuwXjpI2bK78NhMiDShBI+8D1W7AZhPb/elRqhaL06LNKHIYrtgPLoOj7UBR+UlZDGdkEamoe52E/l/G9A0TSASEzL6QWQxnfA6bWj7zKD+16VYzjQVFIwH19Bw/HviH/kJR/k5Cl4dQuJTe6jd+TFiTRi6vrORRnfEnPsL0qj2RM7+J2UrFzcRb4EQ/eDbibr9M8o+v90/CSGQKlB1HI627wwkQbE+aUSdr0gfcuOTCMUySj6ahdfpK9yKtOFE37mCkAnPIotMw15yBlP2DygSexJ28wuUr7o/gOwD2PKPUvnN08Teu8a/zFFXhuHQmgCy7/8sqvJ8qQNjH/nTNar/S3+tdDpdi878VxcBTp8+TUFBAR6PB6vVyokTJ8jOzm4j/G34/wKZRExSiO92LzP6Rp/PV5mptzpafcC/MT0CvULCi9vOIxXBc6Pa+0ZaO4QzICmETw7ks2BtNjemRzA4ORi9QsKXczJZf7KMYoOVx4am0GBzMWvVMYy2ptFVqUjI+tt6Mr5jOJ8cLPQv33i6HLlEyKYFvfn1Ug3lDXZu6BBOUrCSvXm1PDEsFbHA10U7UlTHzkstG3UBfH64kBndYnjllyai1StOT25F0wiYTCzE5fGSGau77ijz+lNlv0tX7fF4WXO8hI8ax8N7xul4eWwHvjtZxoxVRwlTyXhiWCo943SEtUCWRSIRJUZrANm/gv35dUzuEsXczBi+z61g9pfHmNY1mi5RGna1cj0GJAVTZ3Uy/KP9VJociIQCejaOTreE73MrGJQU3CwB4gr6JQSxuTHW7GSpke4xzWOq6q1Oai0OBPgy2vu+u9evDbeZHLyw7Rybz1aw/rZeRGl9kX5P/pBLVrGBu/slMLZ9ON/nllNmtHO4sI7ls7oxefkR8mubSOuhwnoK6218uD+fhf3iSQhS0uPtX+kcqeGBQclEaGTYXR7WnijhkwP5LBqQSI3VSUa0NqAY5HB5OV5i5GixgRdGpwECpq882uycAGZ3j2lMfrBz+9cnmsW0Afxl8xlyHh3K1E4hBGlUyMVCBieH8PcdFyk12ugZ67sfRAJBY1SlnMirCkolBiujlhwMKEzklDUwaskBdi7sx53fZnOhqun7+vnhQj6Y1IUQlYT24U3SjUitnBfHtqfG7CAhSMG4zw75O9BX8P7kLkRoZJyuaKD/e/vQycUsm9mNt3+9zLbzVXi9PvL55oRODEr2PWB9eayY6RkxLD1cGED2wfcc8/Cm0+xZNKAZ2b+Ct3Zf5ttbetD3vb3+IlvnSA2dIzU8+eMZpmTEMKpdGE//dJZ3bu7ULI1EKIC3JnSi2uTgu5wyvs+tYO28HuRWNLA3rxbwTQF1jtS0KB8ACFNLqbc66RCuodpkJ6/WGkD2AV6/sSNVJgeDP9zvN87sFq1l5exMtHIxP52p4GBhPZkxOsZ1DCderyBKK+ejKV0Z++lBnG4vX2eX8nW2b7t39U0gQtP0fU8NUTE1I5oKk92fNAI+LfnKWd2J1rVcZBQIBMQHKVv0BLE6XOTVWlrMkQf4Lqec50e3/5eEHyAhSMHPd/dj/poTnKvyPRxHa+W8PLY9BquTAYl/Lg07gFCuRZnWn5otbxJ7z1cIZUoajm3ydeWEIrR9ZhAx/fXfHYHXhjb82SEKjiXm7i8pevfmAJd8sS4SReoA5Ek7cVS0nPyhTB2AIrUfQSMXI1RoMR75loaj6/2vuxuqqVr/PKETnyVi7vtY8o8SNOxuf1TdtdD2nUX5ykXIE7oTe/96ara8QcSst0AAhW/cENhld7uo+ekNohZ8hrbPbFz1xQFk/wq8djM1P7yKfuBt1G57h5qt/0QgllLz42vUbP4H0QtXIZAqUSb1pGTJrbgbrpqM8nqo3/0pYn0U6i43YDq5meAxD6HpNQ2B14O9/Bymk5uRxXQiaNhC7CW5yCLbUfrZgoBjcBsrKX5nIkkvHqVkyS1ETP87xR/MwFF+gZCxD+Mob/mZznxqKy5jJSKVHqehHOPB1TQc29DiugDGA6vRD7glIFnhz4B/W3larVbTu3dvevfu7V9mNBpZvnw5y5cvx2JpTqja0Ib/H4jSytk4vzeTlh/hpe0X+GRqVxatywkg/QOTgnltfDpDP9zP3X3jmZIRzaJ1Of4H6kiNjGdHtaNbjI5PDhRwa884Xtp+nlqzkxs7hbP8SBF/GZ7G4vU5AWQffA7/8746zo6F/QMIP/i68xtOlXPikSG0D1NzqdpE2t938uq4Dnx5rITXxndk4rIjTOkSdV0n7BqzA42sSd6gkYkZ2yGcd/c2uaPflB7Jw5tOM7p9GGqZuNlxXkGY6vdpVMsabLy6w1doCFdLeX50e6auyPK7g5/BxK+Xa1g8IJEXx7QnSBm4/aCQUF7f3fKIPvg6j12jtCxe7/M/WJFVxAeTu7ZI+NUyEZO7RPHL+Wq//j9SI+NyTetu358eKmDXPf3ZeLq82dRDmFpKZqzebwQZqQ0kDl6vl7OVJh7YeIqfz1fz8JBkckqNLRrBHS6s50yFb3qiosHO5C5R3NEnnhqzkxkrj/rf831uBe/szfPH6l2te7Y43fyQW0GXKA0iQT1er48cX/GGuIK9ebXMzoxlz+VaguRiNt/Zh5e2nqdXvJ5QlZRfLlQ3FoAgSiPjvgGJvLcvn27RWmL1CorqrRhtLh4dmopWLqGkooGcspZ1vFf06IMjvMTrQxCJRMzsFs3w1FDcXi85pUbu/jabarMTq9NNr3g9y2Z0I7mxc3ys2NBM++27tvDk5rPM6hYbUKy54q3w0519SAhyB3hGyMQionUKgpVSTjwyhLd/vcSRIgOpISoeH5ZK+3AVVoebxetzsDrdWJ1uZqw8yoJe8dzdLxGXx0OXSA3twtQIBAKcLg+nyhqYlRnD7FXNp2uunP/+/Fo6RWo4Xd78GpUabdRYnEzuEsWGU+VMz4jmieGpvLDlLJtv741AIOC18R0x2JwcLqjj+dHteGJYKnvyalBJxXSMUHOxyky9zUlWUT1TukTxzYlS7uoTzwuj23G20kSMTk6oSsrCfokt+jK8OLo932aX0j5UjdPjM+O7Gv0Tff4b/9gVWAg8UWpk9JIDfD49g4Xf+TKfT5UbUcvEdI5Uo5NLyIjScOiBQTy1+SyHCuuI1sp5akQao9uHBXzX44OUrDxazJDkEB4YlEypwUaISopOLiZaJ6PG5EAV/NsfUcqMNj7al09yaOsj+26PF9N1UgquhlgkpG9CEFvv6kONxYnR5kQqEhKulhKilKJX/rm0+wBCqZyQsY9Qv/cLij+c2egIvh6vy4FALEMW2xlJcMz/78NsQxv+10GiCkKQmEnS84exXNiPo/w8ipTeiNQhFH8wjZg7V2A88m2T+30jBFIlqk4jKPjbYCJmvo48sQeXn+7S4j5qfnoTVefRaLqOxd1QjW7gbRj2Lg9YRz/0TmRR6ag7j8ZtqsFtqiZi2t+p3fUZQpGoxZF6gLpdnxA68VmsF/a3+DqAKWcrMYNug23vYL2wj+BRDyAa+zDaPjPBaUce3x1H2dlAsn8Vare/S+LTewke8yBejwvjgVXU7fioqeMvkRG14HPCZ71BzfevtrgNr8uBYd8XxD24kaK3bsRjqcdybjf6Ibe3etwAHms9HocVt6ESt6EMgaj132+B+LfJNP9o+LfPo7lcLvbt28e2bdv45ZdfMBgM/nFrqfTP9weyDX9MtA9Xs/mO3pQZ7VSa7Ky/rSeGxvzzlBAVMToZJoebb2/tiVomYsySgwFmaOUNdhaty2HFrO5sP1/Fnss1dI/R8c3JUm7tFcvOizXcNzC51RipWosTg83JGzel8/zWc34yHKKU8tbETry+4yKvje/IuhyfAcrms5UMTgrhUo2FEoONE6VGBiYF+wsQ12JgUjDZpb4qc594Pc+MasfTm8/6pQITO0VSabJTbXaw7mQZ83rE8sG+/GbbkYgETM+I/l3X1uH2+sn1HX0SeH3nxRajwN7fl88dfRJQy8RIGvXsZQ0OSp3yRn12y2iwu7hwFSGsNDn4Ibecj6d05bmtZ/377hCuZsWsbqzPKaXa3KSDNjvc6BWtSwpMdjdamZhd9/bnvnWnOFZiQCCAUWlhPDg42U+mtXIxHcLVAe/Nr7My8P19flOx3vFBvP1ry07k4CNLSqmYhzee4mBhPXKxkBndolk/vxfzVh+j1uLbTpnRzvt787ilZ9Pn1DlSQ35jkUolEV03j91gc+H2elFJRNy2Npv2Yb77f/H6U/zUOK0A8PGBAmZ3j+HBQcks6BPPtnNV5FY0MDItlDHtw/1mkO7rxQEANqcbgSIIp9vD2StyhgvV3NA+jIeGpPDPiZ2xONykhqooNdg4U2FCLPR1bjefqWx1uwcL6nhocHKz5Vanm+J6K50jNC2aRMolItIjNLx7cxdMDhdKicg//n+p2sy+vCZzPKPNxdt7LvP2Ht/n9vbETrQP11BqsJFVVMfcHrHE6RXNpgWuhtnhRiFpWd/dI1bHvnzfxM60jGiiNDKcbjePDE1FKRWhkYmpMTu4aelhkoKVvL+/gOGpIUzoFIVY6CvAfbw/n+GpYbwwuj2/5tVwa884cisa+GTbOcLVMsZ3jEAggIxoDe9P6swnBwsorLPSNVrLfQOT+CG3AqVExF9/Oc9N6ZHNin3ze8Xx3Nbm0Z3dorUMSQlBp5DQPyGIDhFq+sQH8eyWs5QYbPRLCGJej1hGtgtjzdzMxpg/YUBn/wqCVVL+MiKN7DIj7++9TFKwipndYnh/Xx47LtYQqpLy8JDkRmnL9SVFDTYnz/x0li+PlbDr3v6khCipMNkDYljBV/jUyn6fiahvmuB3veUPDUlYCol/2UXp5wuo3f4utdvfRRbbmejblyIJ+u3JTG1ow/81iJU6xEodsqj2gM8U7uLjaYjUIXicVuIf3kz5F4twVPgaIrK4roRPeZmq9S/gbqikfOV9RN32Uavb9zoseF12xAotYoWWsEkvoOs/F/OprQikCpTtBoFQRN7LfQIKC/KkXkTfuby5Gd5VcFblI/CCQNa6ZEsgloDH95sqDo5F3W08rroSara8BW4H0qiOaLpPQJ7cC9vl5vG1Hks9ArEUSUgc5jO7fIkDV5+f007pknkkv3gMZ03rTR9H+XlchkrE+ijsRScRSOSI1KGIdZEBpoFNxy3F6/VSsfZxlKn9UHYcgTS2S6sTEvpB8xGpQ1vd/x8V/xbC73A42LNnD1u3bmXXrl00NDT4Sb5CoWDw4MGMGTOGIUOG/Dt214Y2/FuQGKwiMViFye7C4/WilftIoNvj5VhxPZNXZKGQiLhvQGKrzudv7b7EHb3jabC7kDWS1hqLE7lYiMvTVEkNVkoYmRaGRCRgb14tBXVW6qxOfr1cw4pZ3fF4vYgEAixON+/tzeNwYT0vjW2P2eH70d5zuZaHBqdgc7qI1sr59XINjw9LIUQppcYS2OlXSkU8NiwVsUDAi2PaIxULOVbs0+BO7BzBwn6JnK8y+c3vfjxTwfr5vdibV+svEkzPiGZOjxjEAgFGm4vCOivRWhniFozmroVcLCQxWEF+rZXMWF2ArOBarMspI+SyhJvSI5GLhUxcdpiRaWHcmB4RQESvxviO4c0KHSuyijlXZeb1G9NJC1WhkIiQi4UIhFBvddM+rImY11udKCQitHLfVINOLqZHrB6Xx8uhwjoGJQWjU0hIDVPz5dxMLHY35Q02fr5Qzewvj1FvdaKWifjpjj4BCQYej5dvTpQGOIjbXR5UUnGLbuRhaildonQM+mCfXyNvc3lYkVXMocJ6/jmxM7d+ddy//o9nKlg7rycf7MtHIhLw3Oh2PPmjT9+9/XwVDw5O5pODLf+R7JsQRHG9Fafbw/SMaKJ1Mraer2rxGh8tNmBxuhn/8SF/oWZFVjFq2Vl23tOfHrF6dHJJqx1soQA6RmiwuLycr7bQ59292F0epnSNYky7MEYvOejXRQsFcP/AZEJVUp7dcpbNd/QhVt86uQtWSjA5Wi4GuT1elNJAMldqsPq+m2IhkRo5comoWUHgX8n0xEIB1WY7a4+XcEN6OG/tvkz7MHUzX4WrMapdGCuymktSAB4cnMwDG04xqXMkNqcbg83JyTIr7+7No8bsYGBSCI8MTeb4Q0N4eOMpfjxbSbXZQYxWwbyesUgEcN9AX+HpSFE9mxb05rEfcjl2VRLJ+pxybkwPZ3KXKN7afYlbesYSrpZysdrCfetPUdFgZ+OCXqw9XsLlWjPDUkMCovq0cknAWHyIUspHU7twqdrMj2cqOVlm5J4BiXQIUzPog31o5GLW39aL4yUGlhwsYOkRn2npyLQwoq/j/6GUiiiqs7CwXyJyiZihH+33y0RKjTZuW3OCmd2ieXdS5wBDx2tRbXZgd7lZOy8To83JPf0TidHJabC5eGZLUxHwvoGJ/oSJNrQMoUSKMq0/iX/ZjdtcCwIBIlXwn268tQ1t+E/DbawCtwvdgFtwVF6idtu7BI+6D7E+GoQiRMogTDmbsV46CIDHaUUgvv7vk1gThttpx91QictQjunkZl9BwW7G63ZR9MZYPym/AlveEUw5W5EldMd08qcWtyuPy0Aa1QGROoSaH1ruruv6zsZReZmgkYvRD72LhhM/4nVa0Pebjb3sLCJ1CK76EiKmv07Jknm4agMnx0SaUERKHdZLB6nf/WmL+8Drpe7XpWgH3ELdlreazjs4jqChdyKL7ohYH41AJCb0pqcJn/YqjvLzWM7vIXz6awilCirXP99kMgroBt5K3Y6PMOxdQd3P7yPShBH/8I9oek6mIWtdwO4V7QahSh+B4DopW39U/JcJv9VqZffu3WzdupXdu3djtVr9JF+j0TBs2DBGjx7NoEGDkMn+nOMRbfhz4NoItcI6C8M/PoDZ4WZcx3BOlLb8UA+QXWrkqRFpBCskDE4JIbvMiFYmxu724PZ4CVKIeXxYKvFBSr4/XY7F4eYvw9OQSYTE6+VsOl3BptMVzbarlfsy1cd1jOClRsOzBWtPsGZuJk8OT+X+Dad4eNNpVs7uzvv78thyttKXR58SwrOj2pGgU6CSN51XQpCSMe3DEQkECAQgFAgQCuDKn4V5q4/z8ZSu6BRiTA4X5yrNTFvRNFYepJCwdl4PBiUH+52wW0OUVs5fx3Zg7urj113vCpYeLuK1HZfYfEdvTpQaUUrE3Nw5spnp4JXrsmhAEn3e2dtsOwcL6jhYUMePt/dmxCcHsDk9iIQCpnaNYnZmDDE6GSUGH4n5x66LfD49gxKDjQiNjF8v1yAVCXlsWAodwtR+b4G0EBVFBitWl5vBycGEqaWkhqroEaMjTq8IcIY3O1x+bf8VbMgpY3ZmDJ+0kCJwe+94Xt5+vsVUhrOVJhwud0B8mscLUpGAGd2iubVnHG/uvuTXkN/eJ4FYvYKOEWrya61M7RpFaqiKigY732SX8uq4DmhkokYTGi89YvT8s5XJg0eHJjPvq+PNpjJMdjdTV2Sx776BxOkVvHdzZ2747FCACz3AY0NTcXu9uDxeHt98FrvLg0QkYH6vOCYsPRygKfd44e09l/lkaleMdhe3fHWMtyZ25rmt51pMOFrQO66Z1hx8hYPMWL2fzNdZHGw/X82Tm3PJr7UiFwuZ3yuOx4enknCN9jtYKWVkO58hZksYnhZGUZ2FsR3Dmbf6OEeLDSQFK3l1fEdmrzraTCM/PDWUaK2cb2/txQMbTvmLU/FBCp4f3Y5NpypIDFKyLqcclVTEtyfL2HBVZv26nDJfEe62Xrw/uQvvCwSIBAIiNDJEQgEl9RZ2X67hSFE9i/onUtFgDyD7V/BDbiWPDEmhR6yOp386618uEvokAxtyypneLYbpXxxl3W09WX6kyE+MLU43wUqJf8Lk8xkZPPnjGc5WNsVG7bxYw7CUEN65uTMRGhmPfp8bIMXIKsqhR6yOr+ZkkhoWOAlzBbUWJ6FqGXvz6th9uaZFT4g1J0p5bFhqi4Tf5nRT3mDH5HCxaEASM1YeDYgbbB+mZsWs7tz1TTazu8dwR5+E6073tKEJYl0E4jZzvja04b8MgVSJUK5G1W4QRW9PAKB81f0B68Tevw6hUofHYgC3C4+tAXFQDK665mamqoxxeN0uKr96hPq9y/E6bag7jyZk/BPYSs5gyz/ajOxfQdW6Z0l6Zi+1297Ba28+eRoy7lHy/zYQ/YB5BI24t1n3XRKagLbfHLweF9YL+3DVFiEJiaP+18+p+u5Z/3pCuYboO5cTPuVlSj+dH7CN0BufQqQOAYEIZ23LCToAzsoLhE56yU/41d1uRD9oPtU/vErVuucQSORoe08nZPwTlHwyF3tB07OmSB1C9F1fUPHlAzhri9EPmo8iuTelnzeN/LsbqihdegeRt3yIustYGo5tBLxo+8xEkdIXyZ/QoR9+J+E3mUzs3LmTbdu2sXfvXmw2m5/kBwcHM2LECEaPHk2/fv0Qi/9c7rVt+L+D7eer/GTH4fKScp0YpyitDJ1czE/nKvkht4J3b+5MeYMNrxdWZhXz7a09+fhAAX/Z3PTAvf5UOT1idHx9Sw8UEpHfEAt8Xd/hqaHc3DmSCI0MqVjIuA7hbD5bSb3VydhPD/HZ9AyeGJbKW79eYtaqo9zSM44N83sTq5Oz53ItcfpAsn8FV0aYAYYkB3PqsaFUmxxYnR4iNTKCFWIidQp+yK3guS2B47x1VifjPz9EzqNDadfKw/vVGNM+nLcmdOJYcT3DU0PZcbFlMtUrXs/ffrmA2+Nl5dESRrcLY+u5KixON1/N7cHyI4WsPl6K3eVhXMdw7ugTT1ZRHZ0jNRwraU5ywtRSaixObE4fcXB7vKw9UYrd6WHD/N7MXnWMC9VmsooMSEQCtp2rCiDp7+zJ4/FhKTw2NJUQlRShUEBCkJKEICUut4eJnaNaPWepWEj0NZr+TbkVbJjfiz2Xa8itCMzYndApgtd3tmziAz7dfUa01k9gesbpSAtVEa9XMGVFlv++SQxWYHa4mLj0MD/f3Y8qs4MP9+ez5kQJ8XoFq+dmEqOTc/vabPY0ks+MaF2rGeghKhlF9c0d7QFfrrnBRkGthTi9nO139+XzQ4UcKzEQrZUzr0csIoGAPZdrmJERxfbzPi3fqHZh/JBb0aqR3ZKDBczrEcuL284jFwv5ZGpXFn57MmD9wcnBzM2M5a1ff232/seHpRKp8UnGvF4vW85VMeeqBAuby8NHBwrILjOydm4PYq5ygNcrJLwzsTMD3t9L77gg+iUGYXN6fPr6blFEaWQU1Xu4VGPmaCOxzqu18NWxEr69tRdv7b7E/vzaRs18Arf1ikckFJBdYmBGRhQPDU7G7fVSb3Hy7p48TpU38MvCfiw7XMjM7jE88WNzF367y8Mrv1zgHzem0ychcJ68we7ms0OFiIUCbu0Vxwf78lg+sxshSgk2lxe7y82H+/PZn1/HgxtP8fLYDszoHs3JUiORGhlRWjnLjxSx8XQ5I9JCcbg93L/hFCtmdWf5kSLW55Sz5ngxiwYk8vL2CwxNCeFAfl0A2b+CnZdquKVXHOcqGlr0XThabGDHpRpi9XLkLTjay8RCNp2uYHT7MP52nUmgn85UBphjOlxuLtVYeHP3JQ4V1vPC6Pb8ZfOZALIPcK7KxF+3n+eXhf0IUkh+k1lfG9rQhjb8OyDWhhE8+gHqr8TttYD6PcvR9p5OfWMcXfX3rxB771qK3p7gm7BphCQ0kYhpf6f4vckB5n+mkz9hPrubxGf3Ydy/utX9eO1mEMuIe2AD5SsX4yjzPeOJtOFEzn4bw4HVuI2V1Pz0JqETniZ20dc+l3+LAWXHYUjDU6hc+xhRCz6j/telyBN6YD2/B3PO1oD9eGwNlHw8h6TnDvqXCSQygobejarzKARCEWJ9NPKE7s3eewWKtEFYLh4gfNqr1O3+lKAhd1D07mS//4DXacOw7wuslw8ROuEZSj+Z53+v21RD2fKFxD2wHoFARPXm131k/xrvAnvRSTymaqo3/RVVp5FIozv6zjM4ttVr+EfHb2blCxcuZP/+/TidTj/Jj4iIYNSoUYwePZqePXsi/BOOQLTh/x6Olfg6+iPTQrl/UBJqmajVvOiHBqdQWGfhrd2+bqlWLuZocT0bF/TC6vTgdHv56Wwld/SJ9+lKGxx8daKEoyUG1uWUcfiBgVyusbA/v5ZYvQKdXMKPuRV8m12GVi6hW7SWz6ZnsP5UGf/81Tfyu+VsJX8f35HbesdRXG9FI/NNA5QabIztEIq+BbJ/Lc5Xm7l52RF/h1gogDv6xPPEsFRe3NZcuwvgdHtZmVXMyzd0aPF1h8tNqdFOlcmOWCRkZrdonG4PU7pEM/zj/c10+Y8OSaaozurvcG86Xc78XnFsPVfF81vP8ciQFCZ2jmR291gqTHZ+zavhi6wiFvZL5M0J6cxcdSwgi1slFfHxlK680MLxb8wtZ2H/BB4YlESMTkGYSsqpioZmHXmA13de4ubOkYRcE3vzr+QMMrGIBwYls+aquEW3x8stq4/z9s2dkYoEbDpdQahSwq294nzGX4qmLuq1CFZKyW+MkhMLBX4TyKdHtuOdPU3miz1j9ey8WEOwUkp2qZF5Xx3368vPVJjYeq6Kf9zUMUBHfaiwjvm94ihrsGNzuvnhTAVlRjuDkoMJUlz//smvszDti6OIhAKWTs/g2ZFpnK82Y7S50CskbD1XRbhaisDj08qbHW4i1DIKWojFu4KCOisRjVMVRpuL8R0j2Lt4ADsv1mCwOekZp8fqdGNzudl8ex/e2ZPH0eJ64oMUPDU8jX6JQX4yV1Bn5Ykfclvcz/78OgrqrQGEP7/WwslSA3sXDWTl0WK+O1mGSiri6ZFpDEn26dWL6q0cLqwP2NbG0+UcLKxjQa84Fg1IpFu0lsQgJTKJiIoGG+/tzWPlnEw+P1TIiqwi6q1OBiWHsPWuPlQ02PnLiDS+aiGS7gr25tXicHuw2F0or55CEoDF4WZM+zBcbg8PDU7mSJGBUqOdKK2czWcquKVHHKmhKk40pi+szynjnn6J9EsM5kxFA7f2jGNip0iCG+MxL9dYmLw8ixndolk2sxsCfGP8d/Wxkxyq4vNDhS0fJPBNdindo1t3bV97ooRxHcKJ1Te/r1RSEV6vlxitnFt6xvLz+WpKjc29KBTXSDWyigwM+3g/TrcXgcD3/Wip4AC+OD6700NIaBvZb0Mb2vA/B7E2HN3A2yj5cEar6zgrL6FI7YskPAVXXQmOykuIg+NIfvk4losHsBfnII1sj1ChwXxud4tO/16HheofXiNkzIPU/PSPFvcji+mE126mfPUjRN+xDK/bicdch0gTTs32d2g4tNa/bvWmvyFUaFF3GYu2z0wsF/ZRufZxwme+gfHIdyAQItaFU79neYv78jptWPOPEv/kDjwN1QjEUoxHvqFizWPELv4GcVAUwaMfwHxqG9eO8gkVWhTJPSn+YAbxD/2IqusNVKy6v0WzQUfZObxOG+Lg2AD5gKu2CGdNER6bCePBr1q99iJtOJG3fIAkLAmxLhKxOqTVdf8M+M2Ef9euXQDo9XqmTJnCmDFj6Nq163/quNrQhv8RuNweKk12HG4vMrEAqUhI73g9G0+Xs3hgEpOXH2FYaiifTe/Gvd+dDBhzntktmgi1lFvXnPAvO1xYT3KwiqkrspieEU16hIbVc3qw9HAhOy9WkxCk5M2b0jlRamx06Bfw2A+5rJ2XSUGthVidgikZUUiEQvJrLSw/Usg/J3RiYb9EJnWOwuXxoleIUcskXKzyGZ29+ssFdl6qIVgp4ZYecYxMC6WTUNDM/f4KCuusDP/oANXmJu2/xwtLDhYSo1OQGKTwdzKvRXaZkVqzHafHS7BS6jfbq7M6+OZEGY98f9p/jXrE6Fg5uzvBSgnrbuvFptPlHCioI1QlZVb3GC5Vm4nWyflselfwCnB63HQI17JmXg/yaswsOVjA1K5RJAWrSAxWkhSs5EBBLeerTMQHKVh3a08u11rILjXSOVJDz1g989eeaNE93uv1GdddcfZ/f1LnFt3Lr+C9vXn0iNX7z+9aVJvsVJgc2FxuhAIB4WoZURoZ7cJUvDKuA09dNdFRZ3Xy8/kqhqaEYHO68XglKCUiYnRy7u2fyF9/brmzOaZ9GF8eK2ZCegR39Uvg7V8vs+NiDULBBfYu7s9nhwo5UFBHpwgNlSY79w1M4i8/nWnRTO6pzWf57tZefHuyjCitjPm94imst5B9zohaJuJvN3REIhQgFgr8mvdrR/XB588gFgoZ3S6M+wclcbzEwOE99YxpF4ZKJuat3ZdZPDCJvvE6qstKuL13PO/uzeNijZn+CcGt+jJ0jdJyscaMRCRAr5AQpZWjl4uJ0sipszqoMTsprLOy62INTwxP5Y0b08kuM1JmtFFrdXCu0kyp0U64WorJ7mrW6b0ahwrq6N8YqXapxszwj/azZFoGwz/e7x9pBzhUeJzxHcP5bHo3rE53s0QGgIoGO6/uuIhUJCT38aGUNdixOt1IRUKWzujGyiNF5FY08I8b01FKRQgFAkw2F9mlBrJLjYiu4x8gavw83t+fzw0dwonVyQlSSglWSBjXMYxBSSEcLKzn8R9y/Z+5WCjguVHtyK1oYGKnSIYkBxOlVdA7Ts/5ajP939vrN+hLDVXxxaxuLJ/ZjTu/ycbqdLP8SBHLj/i8B1JClHw6PYNItYwlrXhDgK+oJbyOEYIAn3yoJRisLka1C+O1nRcRCgS8fEN7bE4PD208HZBsMbZ9UyxoudHGgq9P+AuwMpGw1WmVK7C1kJLRhja0oQ3/aUiC45AldMeW33KqiyyuK4rEXggAaWR7xMGxiDSheB0WTCd+xFZ8Elftx6i7jsXTwij+FZhPbSV80gvI4rpiLzrZ7PXwGa9hKzuLNnMCNT+9SUPWdwDEP74dc/bmZut7rEaMh7/G63b4pAmqILQ9JlH9w6u46ooRSOR4bC0n9QA4qwsQacOp37MUU85W8HqRxWfgNtUgEIgQa8KIXfQ1FWsexVnt+/siT+hO5K0fU778biJmvUnZFwsJnfAMlvN7Wt2P5cI+5LFdMF0jEfA6rYg0oSAQtlgsEMrViPVRKFP7NXvtz4rfNXcvEAgwGAysX7+ec+fO0alTJ9LT00lPTycurs29tQ1/LBTVW/nkQD5LDxfhcHsY3zGC23rFkRmj497+Cbyx6xIuj5ft56uwOt2smNUdg81Jg83FwKRgtp+vYv7aEwHbTApW8uK28zjdXpKDlaSEKLl5WZNu+VKNhR0Xq3l+dDuGp4YgFQmI1cmJ1irIKjLw7NajfqKVEqLk7Zs7c7CgjsldowOyyg1WJ3m1Vm5aetj/YGy0uXhp+3l2X65hydSurRL+7FJDANm/Gm//epllM7vxXU5zp1OAXnF6zlT6Cg1nKxoIUcvQSMXU2xwsWp+D2+MlTC3lzZs6oZeLEQgE7C+oY+7qY4xuF8aQ5BAMNhcPbzpNlclBzzgdczJjeWHrOYalhpISoubDffnUWR08NDiF7FID7+zJ48Ux7ZmyIgvwTVF8d2tPwlUSkkNC6Rat9ZnACXzX/2hxfYuj4wlBCv52Qwf6JgSRGKTglV9aH6evNjupNTsI18gade9NyK+18OWxYj7aX0BZg41u0ToeG5pClygN6REabusVR5/4IPbn1+J0e+kZp2dfXi13fJON1wsZ0VoWD0xELBIyqUsUP1+o5mBBXcA+PpzcBb1CwivjOnKs2MDsL4/5idrPF6qJ219Ah3A1t/aKY+2JEsZ2CMfh9pJf23IX3en2UtlgJ0Qp4fPp3bjnu5MBHffNZyqZ1T2a7jE6sooMPDgomddakBs8NDjZdzyZMdy87IifaH6wL5/UUBU/3dmHlBAV9VYHTrmOewdEsO18FXsu1/Lk8DQ+2J/XzDldIIBFAxK5+9uT3NU3gcjGSQSFVExCsJgElNSYHXSM0KCTizlV0cDA9/fRLVrLc6Pb8dTms5wubyBOr2BuZgzzesTSP0HP/oL6Fq9FeOP2rQ4Xf/v5AgOTQlh9rCSA7F/Bj2cqya1oIFgpoU98EHKxsEWd+dweMdRZnNz5TTYnSo0IBDC6XRhPDEvlu1Pl3P51NjemR/D8qHZsP19FVpGBYKWEh4ek8HIrBZ8J6RGsyCpmycECnvzxDM+PbsfNnSMpqLPy0KAUyhrsAcVGAJfHy3Nbz7F2Xg+OFtZzS+84LlWbsbl8JPpqXKw2M3rJQb5f0IcVM7sz+yoJhEIi4vUb06kxOzhZYmBCeqQ/teBazOoeQ8N1UjXm9ojxT29cjVKjjVmrjvplJgAbTvlkBu9N6szd3/oeWl8a2z7A+K/W6gxIP7G5PP5JhZYgFQlRtpDc0IY2tKEN/2kIJTJCRt2PYc/y5vp6gRD9oPkUvTMRr8M3balIG0D0ncuxl19EKFdhL8wGwGO3IJS3PkklUujwetxEznuP+t2fYzy8Fq/TjjS6I2ETn8WWdwyv14kipQ/Vm/7adHxyDfKEbljOtUyq5QmZeBGQMOYhHJV56AcvQN1lDAKhCElYEs6qvBbfJ4vuQOXax9H2mkrojU9RseZRFKn9qNv1KcrkXhS9Nxn94DuIuecr8HrxuhxY87Jwm2pw1pUgEImxF+XgtZsRKvV4zHUt7kesDsFZeanZcll0OsZjG9APuo36X5c2ez305hcQiOV4nA6Ekv8bCXK/mfBHRUVRVlYGQG1tLXv37mXfvqZIA61WS8eOHUlPT/cXApKSkv79R9yGNvwbUFxvZdQnBwIeHFceLebHMxVsnN+bmztH8fzWpqzvvXm17M2rJVgpQSERcanGTNcobQCxVEpFRGvl5DVGpXWI0PDI97ktks9XfrnAjoX9eGdPHgv7JXKsuL5Z5vWlGgvzVh/nq7mZVJvtAaZVdVYHf/3lfIv57rsv1ZBXZyGtFa396YrWq7J1VidRLURoXTm/IcnB3LbmBBnROhb0juONH8/gdHt4bnR7Vs3uzu1fZ7NiZneWHynk/kHJLDtShNnhwuuFreeq2HouMJ81q8jA48NSMdhcbDxdTnapgY+ndmXu6uMsWHuCj6Z04Y4+8dy/4RSpoSqGpYQwpWs0l6rN6OQS3ttXwOeHCxtj0ETM7xXHF7O6c9uaEwGd7v6JQSQHK+k9Io1qk528Wgsj00L54mjLxjEj00K5VGvhaHE9/ZOC0St8fxDKjDb+8uMZ1mY3je0fL/ER8iXTuhKilBKplfPj6Qq+Ol6CSCjg1R0XAuQgk7pEEqrybe9EiYF5PWK5b2AShwrqiNDIGN0ujII6C9VmBy63lzUnSprFpo1uH8bCb0/ySXAGy48UIxEKGdfx+gZbAiGM7RDO+pyyFsfrvzpeysTOUfzt5ws8OjSF9yZ15t09eVyoNpMWquKZUWnk11rpFqNl+hdHm00SXKw289TmM7x5Uyfu35DDxtMVBCukfD69KyaHmz2XqtkwvzcPbDjld/eP0sp4aUx7Np0q55YesTw6LCXAa+IKQhqvV43ZwUMbT+H2eHlpbAdmrMzC5vTw/qTOSEVCvs4uZfflGsanR/LYsDQWrcsJGBFXSET0aNSC11icrDlewgdTujQjw1dj+eEiJnWNRCoS8OWcTOZ8eSyA9GfG6HhsaCo9/vkrlkZfhSv3+7ESA59P78b0L7J4aUx7Jiw9HDB9oJVLeHZkWjPSH62Vc1e/BKY2FrkAXtx2nvQIDXd9k82MbjGUGluXSHx5tJh7+icy7rNDzO8VF2AKeAV94vXc1TcBAb5u/5Y7+vDRwQK6RGqY0jUKp8uD2+slWiune6yX9aea3ze943T0jtfj9ULHCDVnrvGp6J8YxODkEETXTMpYnS5+OlMRQPav4JcL1czqFsNDg5OYnhFNWpga3VVGey0NC+y5XMvETpFsPN38PBf0juNyjRmFRERicOt+LG1oQxva8O+Cy1CB21yL1+0CkZT4R7dSumQernofjxLpIoiY/jpCuRqRSo+rkfBbL+yjesNL6Abdhn7IndTtXAJeD+bT24m+YzmGVvwAgkYswlpwnMo1j6BKH0H0XV8gEAhx1pcjDo6jdNndxC5chb3sbMD73MYKgkc90CLhFyr1aHpMwnT6FxAIqPjqQezFvilJeXIfwia9SOmSW5q9TxKegiQ8lfBpr+Ax12M8uh5t/7mo0odTsfoRFAndwOOhftcS6nctaXqjSELM3StRpPTFevkw0qj2CMQygobdQ80Pr7R43soOw6jZ+nbAMk2vqdjLzqHtPR0BoOw0msrVD+IylCMJSyL0xr/gNtdy+dkMdH1nEzz6AaR/UqO+q/GbCf/OnTupq6sjNzeX06dP+/8rLvY9MBsMBg4ePMihQ4f871Eqlf4iwJVCQFpa2r//LNrQht+JXZdqAsj+FdRanHyRVcTcHrHNDPWuvA6+WLfU0Ka8Uq1czMb5vXjzKtIuEwspaWW02On2UmtxsuNiNQt6x7Pwu+YjWOCLkDtXaaJ7jJYak2+UXiYW4nB72XO5+cPyFWw/V8Xodi3HKHWJbL1KHKqSYrC5+OeETry4/Tz1jRFzScFKls3oxl82n+FSjYVLNRY2ni5n5azu/PXn89z5TTbv3tyZV27owNLDhczJjKXK5GDnxSrGtG89zkklFeFwebhvYBJjO4RzocpEmdHOxvm9eHHbeZ7afJa9iwcwqXMUJruLBoeTIIWYsDg95Q12hqWGUlhvZcOpcqxOn1lZrcXBogGJfp17ZqyONXN7IBIKKDNYOVxUj0IiZHZmLN/llDVzo4/TK+iTEMTEpUf4aGoXdl+q8Zv1VZnsAWT/ary47Tx94oOI1MoZ3SGMd/bmNZMXpIWqmJkR49eb908MpuPrO+kTr+efEzvx7E/neHbLWX+RqHOkhlWzM5m+MsvfGZ+eEU1ejQWDzcV32aW8MLo9D286zeh2YS0mG4DvXoxQyxiWEspjrejbATafqWBISgjPbjlH50iNP96sxGAjIUjBMz+d4/FhKS2O+wOsyynnqRFpzOoey939EtHKROy+VIvL42FC5yjUUhH39k8gTq8gVCXzdWa9MDwtlKjG2LyrUWmyU9lgp6LBToRWhlws5GBBPYOTQ9h9qRqT3c0bN6Wz5VwVP+Q2pV3sz68jPkjBZ9MzuGnpYdweL3KxkK/mZhKmbqrmexv/57oj6UJYc7yU+b3iSAiScvShwWQV1VNitNE3IYgYrZzntp71k/2rUWVycLzEV9T656+XKWuwM6FTBJO6RCEXCzlcWI/bC78u6s/nhwqpMjsYkhxCuzA1C7892eze/Ca7lJvSIwlTSZtNhVyNgnore/JquVxjIT5I2cww8pEhycTrFTyz5SxlRrs/zeKZkWm88vMFXtt5EZHAlwgxr0csERoZP97Rh/U5Zaw5UYpEKGB+7zjSw33RjBKRgK/n9eBAfh2lRhuxOgWpoSpqLA4e2HCK50e3p1OEBoVUhMXh4niJgY9bSK64gi+PFzOvRyx6hYTgayaVgpXSZsWFt369xMrZmURrZSw7UoTN5UEtE3FX3wQ6hKmZsOwIH0/pyu294xG2pi9oQxva0Ib/IjxOOy5DOV67Ga/XS+2OD6jf8TF4vUijOxIx7e9EzV+C1+1EIJYj1kVQtnwheFwEj1xM5TdP+bclkCnxmOswHvmOyFs+oOKrh/HYTFjzjhA0cjF1P78fsG9FWn+koQnUbP0nMXeuoOSTuRgPNBn46Yfeha7/HMQhCbitgalTjqp8XMZKYhZ9TVVjnJ1QoSVk/BNouo4DgQB1l1EUvDIEd0OT+bLt8iFshQOInL+EqnXP4jZUNK47huDRD1K+6j7Cbnqaul1LsF484HuTSEL0HUsRqkObkgkAddex6IfejddpQyCWEjHzDZy1hciiOlK9+TXCJr2EIqUf1ksHmg5cICDq1o99o/tKPW5TDUK5Bv2QO9APXkDVxpcxL78boUxF0PCFJDy1C7w+CUDd9vewFZ4AoHbb2xiPfEPiM/uQhib8G+6E/734XSP9QUFBDBgwgAEDBviXGY1GTp8+TW5uLrm5uZw6dYrCwkK8Xi9ms5msrCyOHj0K+CQBubmtP2y2oQ3/E7A4XKxqpbMLsOVcFVO6RnFLj5hGnX1zDEoOQSER8cZN6QQpJailYo4U1uO6qun5rx4rG+wuHG4PHq+XwusYmtVbndSanRwvMXCpxkL7cF8GeFKw0j9NcC2uN+LaOVJDlFYWkLN9BYsGJPL3HRfxeL18OLkLEpEQkVBAudFGicEaUCRxe7w8s+Usjw5J4d51OdRanAxODuaDffkMTLIQrZOTVWzg+dHtEQiaebMAMLt7DCqpCIvDzfjPmoqFMrGQtyd2QisXY3d5mNk9BpvTRZ3VxZ7LtTTYnXSK1HKsuJ7MGJ97/ZUJibXZpWQ/PIQx7cOJ0soJVkg4VmLgtR0XqTTZGZgUzML+iSzZn883t/Tk3b15bD1XiUQoZGrXKG7pGUu91UmNxUG1yWey2Ds+iCitnOzrRDSWGGyYG7XEcXolP9zemw2nyll6uAiP18vszBimdY0m6aouY5RWxl/HtichSMmk5VkBJoQAp8obeH9fHq/e0IFfLtZwb/9EEoIUPqO5hwcTopZhsDmRijrz+q5L/H18R+Z8ebzZ5MfrN3YkRClFLBS0qPG/Apfbi6iR/J4qb+DhTb7Od3yQgo3ze6GWiVo1GQTfPXG+ysyMlUfRKyQ8PSKNTpEaHG4vJQYb5yobmNEtGplYRJRWHhBreC0Kai1MX5nFkaImP4nvF/RCIRGRFqoiu9Tom6jQyALI/hUU1lnZcq6Sz6Z1pd7qIj1SQ3KI0l9sCVZKmN41mi3nKpnUOZJljdr1azG2fTg/nanA4nSzaF0Ohwrr6Rql4Y4+CSQEKdiXV8uOizWtnsfBgjoeHZrCxwfyWXdbT7aereLBDacwOdyMSPUZg54sbeCxYSlIhEIe3HS6Red+gBqLgw7hai7WmOkWo+VkWcv3Y7doLReqfYS4zGgjOUTpn6roHqMjOUTFonU5/vWvpFmcLm/g+dHtOFlm5P3JXVhxpIgbPz8MwOSuUTw9Io0orYx2YWpOlho5XFTP6zsvYrC5GNcxnMeGprDzUjWrjpUQr5dzd79EukRp6fvuHnYs7M/glBBKjXZ+vlDdatEIwOb0cKq8gR9yK1g2sxsaWdPvWYRGxtLp3Rj60X7/NpxuL7evPcGexQMYlhbqP6c1x0v556+X8Xrh2S1nGdUurK3L34Y2tOHfCld9OTXb/knt9vfxOiwI5RqCht1F1PwllC27C0fpGYo/mEbcg5sofm8KXpeD4FH3I9aGY8r+kdCJz/m3JY3qgDK1H8XvTwVA1WkkMQu/xGOpx+tyomg3EP3A2zAc+BKP1eeg77E1UPLprXgdViq+eoSwyS9RvuJe/zYt5/cQOecdKr9+ksjZ/0QgluJ1OXxGdboIZNEdsRWeIGLmP5AExwNeKr97jupNf0UW25mgYQsDyP4V1G55C3XPySQ+uQt7cQ6IJFjO7ab4g+l4rEaKP5xB3H3rKHxrnO8B0O2kbOkdJD61h5Bxj1P17dPoh9yOLKYTJR/P8csa9CMWIZQqqW00ICz5aDax965BKFNiOrUdkSoIVZex2EtzcdstJD6zH0fVJTzWBqRhieS93B9vo7+Ax1JP1XfP0nD8eyJmv03Z8rvBHTgx6aorwXhoDSE3PIbgT2w+/9/OztNqtfTr149+/ZqMD0wmE2fOnPFPAeTm5pKXl+d3929DG/5/QiQUoJK1rulUSkScLDPw4OBkdl2q5VxVYHfshdHt2HWxmnZhat7bm0eD3UWtxUmwUsLK2d3Zeq4SrxfKG+ytdlwVEhEqqRiT3U1RvTUgb/1qxOkVjO0QzohPDgQQ9MRgBatmZzJp+RGqWtAeT+gU2er5JQQr2XZXX2Z/eczfgZaKhDw4OJkQpdQfobfrUiCJWT6zWwCRlDdGBvaOD+LrW3oQo5WjlooJUogpM9rRyMVEqGWsyCrirZs68fD3pwNIf0a0lqkZ0ZyrbODzw4GFFbvLw73rcti0oDdSsRClRMjP5+t4ZssZojQKSo028motTO0axZj2YcSLFMTpFRTVW/F6fdKEsR3CqTLZeX7ruYBu4qUaC19nl7F2Xg8e3nSKse0jmN8rDrfHl6gwcdkRVs7u3riuGYfL45/0+FcZ3qqr3NTjg5TcNzCJ2ZkxeL2+6Ylr/QC0cgkL+ydystTYjOxfwU9nK3lpTHumZcQQrpFRbrShlIr5/kwlERoZg5ODGdUulCClBL1CwpEHB/H+vjxOlBhJDFIyv3cc63PKePT7XH66ow+Tu0SyIqvlgtdNnSJ4YMOpZstfG9+R4noLd/aJJylY1cI7fUgMVlDXWBCotzp57Idcls3oxms7L3KuysSY9uEMTgmhR4zuumS/2mRn9upj4BXwzwmdkImF5FY0sC6nnDmZMVQ02InXK1BJxWw+07IRIMDqYyXMzYzl5e3neWjTaW7sGM7KOZno5BKUUjHPj2nH0sOFTO0aTWasjs8OFQYUdSZ2jsRkdzG+UyRTv8jy378nyxq4f8MpvskO5v3JXYhUy0gMUqKRiTld0RDwWUbr5ERoZLx2YzpPbz7LqfKmqY9t56vYfbmGrXf1JVQhxeR0EyRv/R7rnxDMrks1HCmqZ8P8XuTXWonXKyhvsLHzUg1ujxepSMiMbj6PBYBlh4t4cngq63LKsDrdTMuIbjUC71R5A0qJiK/m9eDGzw75fQ3SQlUMSgrmYrWZDuEarE43sXoFixv3kR6hZm5mLCM/OehP3bhYbWbHxRqeGpHKrO4xLFqfw857+rHrUjV7LtdyQ4fwgGtxNaZ3i2btiRKyigzUW10BhB98MorsR4bw4b589uXXkhik4PHhqWQV1nPXty1PS1WaHJxv/C1vI/1taEMb/h1wWw1UfPMkhr0r/Ms8tgZqfnoT/dA70Q+8jfo9y/C6HBgOrUGTORHj4W+o37ucyFs+wJT9I3iaCGjQsLup/uFV/7/Np3/GfPpnhEo9ArGUyDlvI43qgL30DAKBgIrVDwWQcXvJacSacAQSGV6n7++QSBUMQiHmnC24bS8ReetHVH79JNF3LvdF9F3l/C8OiiH69s+xFRzF67AilKmx5TVJy66FKWsdwUPvoviD6c1e8zqsmE5vR9VxGObcHb5lTjv28vNIItOImP020rAkit6ZGPA+TcY4iv55k//f+gHzsBWdpGbLm8hjOuFxWKj85i9oekxG3WU01vwspFHpSMKSqPruWT/ZvwJt7+no+s/FazUQe+9avG4ntdveaZo8AIwH16AffDtiTWir5/pHx3+b8LcEtVpNr1696NWrl3+Z1WrlzJmWuxZtaMP/JGRiEYsHJLG+FWO6Wd2jWZ9Tzoi0cN65uROFdVZ+vVxLkFLCyHah/JhbSZ8EPe/8mhegaa21OPnuZBlfzs7kwY2neGfPZf4+Pp25q48162a9eVM6nzQ6Xy89XMSDg5N59Pvm0y/PjExj3urjzbrx+bVWHthwimdHpnH/hkD98avjOhCrU3A9dIrUsu7WXlQ3drFjdHKqzHb+8uPZFtdXy3wFiitu2AqJiNVzMlmRVUTvd37F4/U5hM/vFcezo9pjsDl5f18+T41I4/5GAvn9gt4cKqyj1uLkxvQIiuqsnCozNiP7V+D1wtazlbw0tj1lRhtikYDHhqZyttJEcnAUcUFKnt96lswYHeerTNzSI9ZPZMJUUs5VmihvsLU4Omx1unn1lwtMz4jhpe3nefsq+Vr/xCByGjunaaFqvs+tQNxITjtFaFqUegAMSwkhVBVITAQCQYD3QksIVkqpNLVM9q9cB4fby4UqE06Ph6krsjh0VUScWCjg21t6MiI1FJvLg8Ptwe32MjQlhMldoxi75KA/EnHL2Srm947nh9xKaiyBhaKhKSF0jtQyoVMkK48WY3d5SAhS8Nr4dMqMNh5qlA28PDaEhwYnIROLcLg9bDpd4Y9Ee3pEGu/vyw/Y7ms7L3JHn3ge/T6XLWcrOVpcz95FA1r1mAAw2118MKkLBXUWig02EoIVSMVCItUydAox9284xV39ElhxxDc90RrcHi/nqkwMTw2lT3wQz249S5XJgU4uocHmpM7q5GSpkQ/3FxChlrF4YCIRja70c3vE0iNWR1axgVd+voDXCzE6OUqJiII6Kw63hz15tZQZbSydkcGGUxXUWBzM7eHL8X1k02nqrE7u6B3Pj2fKidLIWyS4dpeHN3ZdYsnUrgQrJTw2LIVSo43TFQ0BxbxQlZS+iUH87ZcLdI/RoZAIGdchjAMF9aRHaHhoSArrc0qZ2S2WV365gMPtQSMT8/iwFNQyEaEqKQqJiMwY3XUnig4W1BGlkfvJfo9YHc+OasdDG0/7J4qUUhF/GZ7KUyPSeOWXC9w3MIlntpz1k/3Az/8S+xYPoO+7e7E43H4p00NDkvnqeEmzQmdKiJKhKSE88cMZ5BJhi5NSErGQdmFq/nFTRxpsbuQSIVaHu1XTSvBFj5odbkZ+coBf7u5HQhvpb0Mb2vDfhMtQ2aquvn7PcuLu+5b6PcsAsBUcR9PNR2Q9ViNCiRyRNhyPo+l3SxIUg6OsebSwx1IPgL0kF5EyCHPOllaPyVlXjEgV7PcLCBp2N2VL7/Qdr7ESRWo/Ep7aTdln85vF/LnqSihfdT+h45+kfOViXPWlaDLGtbovsS4Sl7H1oru9+BSSsGRgB0K5BklYIl6nHaFYhsdhof6qQgn4ihOu2iK/s75AqkCdMZ6itycAYDm/179uQ9Z3KFP7Yjq2kcg57+KsvOQroFyF0AlPg9dL0XtTwONClT4CWWIPwqb9nbpfPqDh8Nf+/QiEf25z1/8I4W8JCoWCzMzM/6ndtaEN10WnSA3zesSw8mhgDnbveD0dIjSoZWJe/eUCo9uFYXd7kEuEXKgykV1i4PHhqXx1vCRgnPbKyPquSzWMSA3lHzd1Qi0V0SFMxbGHBrP0cCEHC+pJCFIwo1s0Foebe/snMiI1lKQQJQlBCh4eksx7e/P8Bm8JQQq6Rmm50Eq+9NFiA59Oy+CLWd3ZcKqcEKWE2ZkxxOoVaOX/+qudEqpCaRSx6mgxNqeHn85W8un0DOZ+eYw6a9PYtlgo4P1JXXh3b5NL9+PDUnh/Xx6/XGiqLLs8Xj49VIjT7WVujxiMNieXaswsmdqV13dd4tuThxmcFMzszFg6R2o4XmIgTCVt1ecAoKjehkYq5kyFicXrcgKc1HVyMStnZ/L2nktM7RLtXz48NYQGh4tlh3xeDN/c0hNBY3b5u3svk9U4In6goI5HhqYE7E/SWFS457uThKulBCklLOqfSFBjFvuaEyV8MLkLd32THTAaH6WV8fTIdhTW2/B6BUTrmlzF3W4PZQ12HG4PcrEo4LUruF7XXCMTo5AIcYsEfJtdFkD2r1z3qV9kcebxYaSEqvB4vAxICuaub09yY3o470/ugkwsJK/GwrbzVXSN1rJqTne2nq3ihzMVqKUiZmfGEK6WMeC9vUzuEsnRBwchFglRS0WYHW5mrvLJss5Umqgy2wlRSVl3shylVMSDg5IIVkpxeTzsuVzbTPZwttJE3FW591UmBz+eqeSBUBX1VidVZgd1Fidaue88T5QYkEvEzFh5NCBu7ab0CGZ2j8bkcPH1vJ7UWOxM6RKFw+NhzYmWfRUmdo7kh9wK1p4o5cnhqUzuEkVFgx2Hy0N+nYWJy474SWq91cnfd1zk3Zs78/fxHam1OKk2O+gcoSFcLWXD/F4U1VsxWF10jtKQU2bkpe3n2XO5ll8uVnGwMRXg4wMFdIrUsGp2d/JqLcTr5czpHsvTP7VcTAPYdq6KBrsLi9OXfvHAoCTC1DKsTje3fXWcrtE67huYxAMbTpEYrOCFMe2YsPRIwPX5YH8+393ak6RgBYcK6xAI4ItZ3Xlx2zlOXPWZDEoObrVoBb7JlA2nyvz/fmFMe2atOhqQrmBxuHl2yzmWTO1KWqiKMLWMyy1MMoGv6HKhysyDg5Jwe3yFKIB7vj3JkmkZPqPUU+UIhQKmdY1iVvdYSgw2HG4Pd/dLCvBcuBYSkYhgle8hTSkVkxGtRSsXNzO5BLgxPYJfLlRzucbCgYI6wtVSFNcYRJodLsqNdswOF2qZmCitDIXkf+wxqQ1taMMfDO6Gypb1igBuJ16nHWX7wWh7T/flvYckgFCE6eQWJCGJxC76hpqf3gRApAlDHBSDQKr0j7dfC6FCCxI5iCTgblleJ9FH4250tdf2mYHbXIezKg/9kNvx2k0U/n04UfM/wXrpUIvvd5SfRxLiS15zlJ1DGtkOoVyNx2Zqtm7w2Ecwn9vbbPkVSMOScDXUEHnLB4g0odiLchBI5UjDkhCIxBgPfRWwvtftRCBtel7QdL+ZhhM/tLr9+j3LCJv6Kh6bEcQShFIl7sYCiiQ0AWl4CqWfLUAW15WI6a9hOr0d6/m9OMvPEzzqfp/3weZ/EDz6AUSqoFb382fAb/5LdvDgQe6//34yMjL44IMPkEr/b8QYtOHPiXC1jDdu6sSC3vEsO1yE1enm5s6RhKllBCkl7LpYzbcny/j2ZBm94vTcPzCRjGgd2aUG2oWq+LrRuG16RjSzM2OwuzwEK6VEqKWUGW0Y7W4sTjeHi+u5tWc8r47riNnhxup08+j3p1lzohShQEByiJIPJndm9qpjDE0JJuvBwZyvMiEWCqky2SkytN6xAjDZfdFiC3rHkRGjpdrsoMHuwuPxXreDegUqqYjxHSOYsiILq9PNY9+fZvmsbpwqayC71EicXs7M7jGUG20BJoE94/S8uO18i9tceayY+wcl8f6kLry/L5+dF2u4b0Ai8UFKYnRyUkKUBCmlLOyXQJnRTmaMjp2XWtZAj0gLpdri4O5vTzaLTTPYXCxal8MLo9sR0mhiFh+k4OOpGazMKqJrtJZxnx/yP/xfiQtce6KEH89UIhBAhFpGrE5OuzAVDw9OIVwjQySAtyd2IkItQyoWUmN2sOl0BZ8cKGBvfi3zesRy8P6BrMspp8RgJTNGR7ROwR3fnKDa7OC7W3titDvpEK6hvMHG0kOFvLn7MnVWJ/GN0YBj24f7necBNHIxw1ND/XKKq3HfwCTMdhfDPz7Il3O60y5M1cxw0uXxsuNiNSmhKoRCARM6RdA9ZhArjxbz6aECTHY3XaO0PDE8lRClhH/sushLYzoQrpZic3lYebTYL+9YnlXM2SoT3y/oQ4hKyreN97pYKGDZjG7cuuZ4QJFmb14t4zqGM6VLFJ8eaj6tEauTU3vNNMHPF6qY0CmCRzadZuPpJv39gMRgPp7ahVGfHGiWrf59bgWdIjVUmmxkxuroHR9MRrSbEoONUWmhbL8QeO0iNDJmdItmwlKfBv2dPXmsnpOJWiZi+/kqPj9cGNCRTg5R8v6kLjz6/Wm/yZ1EJGD/fQOZ2S2G6V8cDZC0jOsYzrIZ3ag0OZpFDZ4ub2DjaZ+B4VcnSqm3OtFfZ1RfKxdjcrjYcbEGnUzM+/sKqDLb6ZcQxNa7+qGWCrnz25NcqDbzzwmdePLHM82uj9vjZd7q46y/rRfvT+7CNydK2XWpOoDsA6xvlEV81sJnpZCI6BiuZmXj+XSP0XG82NDs/K7gnb153N4n/l/6ldhcbqZ2jUYhEaGViRmaGsKuizXc+PkhbugQzqNDU/B6oWuUhhMl9XyXU05KiJKHhyQjE//2rktysJIfFvTmhs8OBRgepkeoubtfItO/8I2mbj9fxZCUkADCX2qw8dTmM3x5vAS3x4tEJOCOPvE8M7IdUdrmRbo2tKENbRDKNK2+JpDIkEZ3RNl+ENU/vIrbXIuy3SBCxj2GpucUKr99Go+5lsi57xI0ajFuQxkN2ZvR9Z8b6F5/BSIJ6i5j8Xrc6PrOanGyQBqRhlAdQsi4x1Ak9sBacIyK1Q8hDo5D3X0ixY2d8ivj/q3BYzOBSAxuF1UbXiJm4ZeULV/onxpAICRo+L3Ik3sh1oZh2N3C8QpFqLtPBK+HqvXPYctvin4VSBXE3r8eTY/J2Iua/GQ8tgaEMrW/6KEbMIe6Xz5q9ThdxkqEcjV5z2Wi7nYj2r4zqfv5AwB0A26hbsfHiLThREz/O8UfzfQbBQI0HF1P6IRnCJ/xOsr2g697Pf4M+M2E/8CBAxiNRqRSaatk32Kx8MEHH3D06FEsFgupqalMmzYtQN/fhjb8b0GYWsYQtYzOkRqMNhd1Fic6hQSdQsyTw1OZ0iWKEqONzpEahAIBuRUmTpWbcHng+ENDqDLb2XquiulfHGVgUjB39Utg/prj/hHVUJWU12/sSL3VgV4hRacQolNI+GhKV54e2Y56qxOnx4vD5eajKV3ZdLqcpzaf4cerNMnf3967VcM7iUiAXCLizr7x1JgdTF3hc3IXCHxGY+/c3InU0EDSX222U2N24vJ40SvExOgURGpk/m5fboWJiUuP0C1aS2qoiiNFBqQiIXKJiPW39eLrEyWUNzhwtRAHeAVuj5f8OgsXKs08NDgZmVhItdlBeYONHrFaghpdt/UKKXqFlFfGdaT/+3ubnWOQQsKN6RGUN9hb1foW1VuJ0soJU0u5sWMEiwYkYnW6yYjRBUSaga+zvGDtCTYu6M2281UMTQlBKICtd/bhQGE9878+4R+hHpEWyvuTOvPAhlPsvFTD1/N6sjffV/BIClZy73c5CIUCQpQS3t+XHzCFsTevlovVFv4xvgNP/nSWVVdNkRTWWZm3+rgvZ7xvAuLGuDKdXMwjQ5KJ08tZc6K0sYAk4f6BSaSEqPjxTCUOt4enNp/l/kFJ3Le+uc7+6vg5l8fLfetz2Jff5OR+sszInC+P8cWs7jw2JIV9+bU81UrX+WBBPfVWJyEqqT+3/vbecWw4VdbiRMbmM5XMyYwlTC1t5ilxb//EZoZ4k7tE8cSPZwLIPsC+/FoWrD3Bw0NSePyHQAnYgMRg0iM0TMuIxuX2YnG4UErFJIeoWD6rOzsuVvPunjzMDhej24Uzun0Y936X45+YsTrdKCUi1p0so2u0rtk99bcbOrBg7QnKG+yopCKCFBKqLQ5sTg93f3ey2bj65jOVZERpmZsZy8cH8ptdkxVZxYxuF8aj3+ciEwtZO68H7+xtObP4zj7xHCsykFveEHCtzleZ+Tq7jL2LB/Dl7ExOlBpRy8Q8tKnlGMEGu4vyBhsbcsr46w0dGL3kYLN11uWU8fUtPTlXaQqIxVNJRayZ24N//nqJWd2j+fVyDQlBCs5WNu/qXMG5xumNwjpri7F84PMHCdfIqLY4WJNdzGcHi/hidnd6xOhYdqSIH89UUmtx8vTINBRSEQabizmZMQxKDgmYDPktEIuE9E0I4thDg/n5QjWlBhsdI9RYnW7mrT7mLwLE6hQUN/52ANRZHD7PkKti/ZxuLx/tL8Du8vD2xE6oZdf372hDG9rwfw8ibTjSyHY4yps3QKJu+4TyLx/EkvuLf5n51DbMZ3YQd986Qsc+TMFrwyl4dQhJLxzBZqkHgZDgkYuxl+RivdDUOReIpUTNX4LLUEHZykVETPkrHpuRhqMb/OvI4roQs/ArBBI58vjulC6/G7ehAoFETuTcd7Gc34Nu0G3YC04gkMhanxIQCBAq9X5zO1v+USq/+QtxD/+Is7oAr92MUKmn4cQPiGRqREk9CZv2d6rWPevfnlChJfr2pTjry7Ce3RFA9sGn7y9+dxJJzx2ketNfwdNUoK3d/h6Rc9+lfNX9CKRKFKl9m43qX4Gi3SAasr4DwJS9mbgHN2I5sxNH5WWk0ek0HNtA0NA7qf7h1QCyfwXV3/+NlFdOI9FHtbj9PxN+M+E/evQoAoGA8ePHt/i63W5nxowZXLzYpAe5cOECP/30E3PnzuXpp5/+7x9tG9rwH0CISkaISkZSyFULVb7RVoDcigZGfHwgwIhLJxfzw+29WZdThsfr5bFhKUxceiSgA1htdnD719l0jtTSM+7qbq6Ejtd0+2xON5FaGV3f2BWw/OfzVUzPiGZtCyPLi/oncbSonga7i1d3NH3vvF6f0VvJCitb7uxLpFaO1+vldEUDC9ae8I+0x+rkfDC5C52jNCQEKfh/7P11dJT33vWPv8Y1E5m4CyEhQEJw1wItFIoUl0KBurucyqm7t9SgOC0UKFDc3RM0CiHunsm4fP8YGDJk0nPO77nv5/ecc7LXylpw6efSufZb9i5pcKp5W2wOzpc2ujKDzwyJZd6v57HY7IzvHExyqBcqD17pLSEWCnlxuzthe2xANNO6hbZatnOwF9sW9OHhDRddmgh9In34eWo3In3kHLzmuaXh1r4ExGtVaG4I6l2vaeank54tv6x2BxsvljE1JZRXRsTTKciL3y+UsnDdBbfl9uVWc+dPp9g0rxfjlp6moO5WeV20n5IrFU2tLNNu4kq5Dm+5iBqD1Y3st8TfdmQxplOgq5Q/RCOn0Wi90abgFAw0Wuwcyauhd6Qv3x7PByC3urnNbOPNUmmA67V6N7LfEu/vz+Xju5OQidtWoxUInH/gDHAEqqXM6RHBPTdE2jxhW0Y5YzsFsuxMsWsb83tF4K2QcPq2NoRuoRoeWH/Bw1bgTFEDr410d3Z4eXgH/JRSnv8zg4omE2KhgBndwnhnTCISgYDKZhMpIRqWTEtm06UKjufX8uXRvNZBJKWEZWeL+OIeb7ftB3vJ0JmsKKUilk3vhkQkpKLJRLy/CoPFhvoGEb0dP58uZGTHAO5MCCSnyp3Mm6x2bsQaMFnt7Mut5oVhcXx04Jrbcqlh3tybEkppo9GjU4DBYuPxjZfYfH9vThbUkRj015U7Jqud/VdruDelqVUVADifgVmr01g5sxsvj4gnrbgBf5WUALUUlUzIhkvlLOgTxcSuwRTXG7krsW1bzTititIGI4tP5LN0Wjfu/PEkxtv0St65K4ElpwpZ2CeS5WdKMFrtTFt5jjviA/h4XBJqqZjOQV5E+yqQSYR0D/NBKhZS0mAgvaQeh8NpnygVCfGWiwn3VvyltZ5YJCRWq8KcVcG2zAq+PZ7vsheN0yp5bWRHQjVyMiqaEAkFhHsraDBa3Mh+Syw/W8xLw+Pp0E7429GOdrSA3WLCYbcS/tjvFH56F9a6W7/3sohkJAGxbmTfBZuV6q3voR37Iqouo2i+tIv6I8vwG/EoEp8QHDYroYuWYS7NwJB3CpFaizQontrdX+I74hEs5TkUfz8L7einiHj6T+wmHUKpEnPlVeyGBuoP/IC18iqhC5Yg9g5BKFNha67D1lCOrakaTZ+piLwC8Bm8gPoD37canlfPyegz97tNU3W9k4ZjK6jd/SUCkQSH1RnYt9YWEXz/T4h9Qoh4fAM2fT0CsRSBUIxYG4nEX0DFioc9nj+H2YDh+jnCH99A+fKHXdUD5oocxP5RRL24D2PRReQRyYg0gdhu1woQiQm4+2UKPrrjxgbtlP7yABGPb8RhNWEsOI/fHY8jj+5B9ZZ3PV9EhwP91ePIQjt5nv8fhH+a8FdUODMxvXv39jh/7dq15OY6BbPEYjEhISFUV1djMBhYtWoVQUFBLFy48H9gyO1ox/8dFNTpKWs08uDvF1spqDcYrcxYlcaboxL440o5my+Xt7JCAyeheGdvDitnprZSmm4JuUSESOAUeWvJUr45ls8v07oRqJax9HQhzWbbjWxwHHclBpJVpeOrNrK0F8uayK8zEKyRU1BnYPC3x10fvgDFDUbu+eUM558ZzOqZqdQZrVwqbUQmFpIQqGbZmSKyKnUEqWU8PjCaxccLWJtewqiO/tzfO5KuIV6tfOYBRnUMoKxFtlkiErCgdySvjIj32A+rlom5MzGQY48NpM5gxmaxEOKrIkAtp8FocXmo304kwCnEFeGjcJF95zRBq5L3lsiu0rFyZiqRPgrya5t5ebtnMdGCOgPXaprpEe6Nf4vy+/IbNmeejh2c5cNTUkI5X9I6mnwTDUYr2ZU6rlXrSQ7VEKiWkRCo5vlh8WRX6rhY1kikr4KUUA2z16S59SR7qvboFqqhY4sWjsMt2i9uR2aFDi+ZmHj/tonjHfEBLv/zcG85Bx7qj+0fuKw4gPm9IrkzMQi5WEi8Vsmx/Dqe/fMK9/eOIMZPSVmjiWCNjOpmM3/hDkiN3oxC4rRr7Bfli79KyrMtRC2tdgcr04rJrGzikQHR3P+bM3hw5fmh/HSywKPjRUKAGplYSIPRyrH8Wu6ID2BPThXgFOOraTbzzcSuLFp/wa2KoUeYN6tndWfaynOtgjxVOjNGqx2BB/6ZEqohv4Vt5tdHr/PYgGj+mN+Lw3k11OktTE4OodlsI6dSR1ZV25n04wV11BssTE8N43RhncdKCnA6kAR5yWgyWTldWM+IeH+PLgYGi406vYWX9mciFApoNFopbzKxbm4PhsRpMVhs9I30pXNvL3wUEj4+eM1jz/9rI+PpFKQmwkdOoErCtoV92HCxjPOlDUT4KJjWLYztmRXsza3mwX5RrgCEw+Esq795/u/rGc4P96ZQ2miivMmEQizkyPUarDaH6110pqieEI2c54bGoZQIWXehjDk9wukYoCLIyz0IJhIKmNA5hC1XKjhf2sjAGD+eGBhDtJ+SCb+cobTRSIhGxqI+UfSJ8iHGV8kLw+L48WSh2zsSnBVLt09rRzva8d8NS10pNds/pu7gD4g1QQTN/ByhVIGlrgRZcEckAXGey/JvwHDtJAKxDHlEMs2XdtF8ZS8IhNTcUOgXewcTPO8HLNWFNJxci6XSqaHkO+wh5wZsFmq2f0zN9o9BIHSJ3EU8sx2R3Iv6izvQXdyBz7AHkfpHUbn+Fde+dRd3IPYLI/KZHQhlSuoP/ojdqEMgVeAz6H58hz2IqSwLTb9ZiJQ+eKWOR3d5F7W7vgBwkX2BRIZYG4HD0AgOG/WHl6DL2IcsrAt+o5/CYTGCQOha3hNsuirk0T0InPYxwhu9+w6rCaFETlP6FhSxfShf8wxhD6ygZtfnNF/eDQ4H8shu+N/zGg6cAojOAQkJmf01letfQp91yLWP8Mc3/OW1dFjaHt9/Ev5pw8GamhoUCgX+/p4tCzZu3AhAVFQUe/fuZc+ePZw4cYIZM2bgcDj49ttvqaqq+p8ZdTva8b+MzIomen1xhEqduU1iV9xgxE8lJcZX4er59YQLpY1t9sC2hLdcwrhOQW7TbHYH835Np7jewKknBpLxwlAuPDuEF4d3QCQSIBUJ3QT2bsdN7+1tmRVtfrQaLHaWnC5i3JLTvLIji2e3ZnDPL2foF+3L73N7MuGXMxy9Xssn45K48vxQxnQKYuG6C3wyrjNJt2Ub+0X58P29yQyK8ePYYwO49NwQcl4czifjkgj+B32wATdUxI/m1/H+vmtsuFhKs8nG2eJ6nhgU43GdRX0i8ZaL0ZutFNbqya9tRiyExMC2yWxKqIZQjRyBQIDBYvdom3gT54oaGBKrxe5w9oQDHLhWw4vDOnhcXiISMChWS25VMxLRX79eRUIho348yUvbMqm+odIf5i0nxk/Bl0fymLU6jcc2XXbzvY/xU9LBX+k6PplYyILeEXw1oQvfH88ns6IJvdn6l0JnUpGQ8iYTGy+V8cKwuFbzfRUSvpzQ2WVBKBAIsDoc1BstTOzatt3jnB4RvLYzkzq9mYHRvogEdrqEqNnzQD+ajM5qh/w6PQOj/VBKRfxFkpZAtdRFMBf2ieTjg9c8Lne2uAE/pZTOwc7zUaUz8eOUFLxk7oElX4WELyZ0RiIS0DvCh6Wni3h6cKzrmpY2GhkS589DGy62alk4V9LAd8fzWdQnqtX+U8O8kYkF7L1NP0AggJeGd3A5cdzEN8fymbriHCkhGhICVXTQqkgO0dA5xNk29FcQCCDaV0GXYC/eHp3gcZnnh8ThJRMT7adgxdkiHh0Q47GSo2uIF2KRkKs1enKqmilvMiESCuigVTG2UyCzVqexO6eK/Bo9v18o5bc5PQj2uuU2IRUJeXl4BzoFqnl/31V+OV3EpOXnaDZbqWgy0jvCF7FQwJw1aSw9XciP9yaz1INmwE2UNZrIrdbx+eFrVOlMnC6qw1suIdxHwfilZ/j1fCkCgYBxSUGYbXYEAgGJASqGfHechzdcpLxFgLHZZKW22Uyot4wv7+nC6ScHMbFLMGabncnLz1LaaGRqcggrZ3ZnT04VY38+TedPDnKxtJE1s7qT4EH7RC1rF+5rRzva4YS1sYrSn+dTu/sLHGYDlup8Sr6dSsmPc5EGxGG3WSn+doqb+FwriCQIRCJsN8rMxd5B2JtvBeqtDeWULJ6Ops80F9kHsFsMiG63jrtB9hFJkAbGuGz+hGotPv1nu5F91/ZrS6ja9AbSgBhC7v+Z6DdOEfP6SeymZgo/H4s0OB6BUIRIE0jTuU3U7vzMbX1pcEcintqCw9jM9bf6UPnbC4h9w4h57SR+o55CKBRR8OEITKVXEPtFtHkaJP7RYLNQ9ssDFH89meKvJ1OyeCYF7w3GVJiOWOOPw9RM8XfTkYV2IvzR9YQ/th5Nn2k0ZxzAYb2VjNP0m4n+6jE3sg9gKs1EHtOzzTHIo7pht7QtHv2fgn/6V8xqtSKTebaXKi8vJycnB4FAwKJFiwgOdn4UyuVy3njjDbKysjh//jybN29uz/K34/95VOtMzF2bTnWz2WPWviX0ZisVOjOxWiWH8zwLz8X7q1BK/rHwVLBGzjt3JXI0v5bq5lsRR7vDSYb91VIC1bdIc6S3gnq9BalI2OY4I30V2Ox2NzV9uOUq0DPch8xKXatSYpvdwbNbMugW6s2oBH9WnithQpdgXvgzw6UxMHdtOn+7I54IHwUOh1P0TC0V8cSmSxisdjoFqqnVW/BTSnhlRDxKD20AFU1GGk1WxAIBOrOV2avTmZISSv8YX6x2B18fzWNYvD8XShr5cGwnvjxyndJGIwFqKQ/3i2Z85yBsDgf7cqupM1j443I5MrGQZ4fEsiOrdWZTJBTwcP9oFxm3O8BHIWkzGBKskZEU5MXjmy7z89QUPj90jccGRnO9Vs9zQ+P48kieq0fcTynh64ld+fjAVRb2jUIkdLo+XKvWt7LA6xfl68r+LjtTxEP9ovBXy1x94g/3j+albe6VB2KhgJ+mpJAS6s2Bh/tR02wmq6qZjRfLuOOHk5htdt7dl8tvc3owKMYPsVDg5iRwE5OTQ9iWWcGKs8U8NzSO3+b0YP2FUip1ZkYnBDA9NYxo31sfKiUNBu5ecppvJ3Xh3uQQZ7vIbaT4rsQAfBUS5veOom+kLzV6C5suVxLhq2Tu2nRXNj+7Ssf2zEq2L+zNxK4hbLhYxu3oFeFDiJecER382ZtbjZdcTHlT2wJD2ZU6Xh4ej0ws4qMD1/hkfBJrZ3cns0LH1ZpmEgPUxGqVBCilvLc3h7fuTKCw3ojJamP7gj6UNBj47XwJJqutTbu6HVmVPDAvii+O5LlNf2VEB4K9ZAyJ1VJYZ6DJZKVHuDefjuvMH5fLPCrXm21Ogc9wbwVKqZAQjYIavZmBMX5tHuPweH/8FBLEIiHJod74KaXsf0jNG7uyuVjWSJSvkof7R6GRiTmcV8Pvc3sy79fzvLc3l43zevHdsevsyq7CSyZmbo9wRnQMYO7adLd9zEoN4+dTBXx33BmkWNgnkgd/v0ij0cre3GreG9MJH4UEs82OUiLEVyFl5up0ls/oxus7s2gwWnhzVw7vjknkdGEdOdU65vWK4K7EQK5VNzurl9rAYwOjKawzcLVaz7aMK3QMUPHm6ATu/+08ZpudRwdE0zPCh08PXuNyeRPBXjKeHRrHkqkpLFp/gVndaxnewZ8rFU18evAaxQ1GBsVqebBvJGnFTby6I4vlM1KpM5hZOSOVhAAVg7877qoacjhgZ3YVZ4oaWD6jG3cvOe0a29A4LYGqdpHidrSjHU5YG8qcmebbYG+uw25upvSH2dhNegInvd3mNjS9JiMQSWk650yWevefjaW2mIintiAQSRF5adFnH8ZYdB55VCrGAuf7um7fdwRMfofyZQ+12mbAxL9jLL6MIrYXEc9sR+wTTPPFtu37mtK34N1/NnZDI/qrJxDJVDQcXYam73QsVfk0HFuBQCIn/NF11LUs/ReKCJ79FSWLZ2LT3frurdv3HbpLO4l4fAN5b/YCm5W6Az8QMOF1ly1gS8iju2NrqqYmbQuaXve6ixA6HOgu7sRccY2Ip7ZQ9OU91O76wlVloOjQD/+7X8ZSW4Q0tBPyyG5o73yGgveGtNpP3YHvCZn7LcXfTm0lVugzZCGN5zYhUvshC/YcSP9PwT9N+H18fKiqqqK5uRmVyt1C6tQpp7WDQCBgxIgRrdZdsGABjz32GMePH28n/O34fx7VejPnip1RV5FA0KaFlVAA3goJJQ0GvrinCzabg60eMulvjOqIVCSkpN6A1eHA4XDgJZO4qbTfRKcgNcceG8Cqc8XszK7CVyHhqcGxdAvVuJF9AD+VlGg/BdsX9qHWYEYoELDibBFbbgih+aukxPurEAmFJAao6RvlywtD4wj1liMWChAKBJhtdha10UsNsDqtmEV9o0gMVNMj3Icn/7glFlbRZOLxTZcRCQUMi/Xj52ndePHPDB4ZEMPe3CrOFjUQopExtIM/e3OrmNw1FIXUGfhoNlk5U1zPYxsvkVGhQyQU8NrIeL6a2IUX/szk9V3ZyMRCpiSHEqSWUdpo5FRhPW+M6oiPQoLObOVaVTP+ainHrteyOq2ErRm3BOC8ZGK+ntiFV7ZnucqI/VVSVsxIJaaF/7bD4WBRGxlkuVhIjFZJpc5ErcHM81szWDOrO0O+O06TycrM1DA23NeLBqMFmVhIlI+Sjw7kcq64gadlYsDBnB7hqKUiFFIxb+3OJqNC59ROmNyVe5be6odfcbaIGD8FZquDv+/OIUAtZc2s7iw7U0RRg4GUEA0vDOtATqWOq9XNlDYYqdabEYBbYMrugNlr0sl8cRi/zenB1JXn3MTmOgepmdU9jMk3BA0/OXgNjVzM+KRg7u4UyMI+kfgo3e/L4nojRfUGNl4qJ1Qj4/t7kzl+vZad2VWopCIW9I7EYrMz5LvjN7Kv8NiAGKamhDBlxTmPpfszV6dz5NH+mK12t+s2KMaPxZOTKahr5t27EvnwbiEiAX8Z1NLIxTz/ZwZmq4MVM1N5ZXsWr410PnO+SjG+CikxWiV1zWb6RmnZl1vNp4fyqDdYEAqcdm2fjkvicnnbVToOh3MMNwNl0X4KPhibRKBayqBvjzMg2o+l01LoGqLBTyHBXy1DIhLwzbH8VkGXGamhxPgpEAggu7IZo9VBB38VJq2dF4d14MMD7r7I3nIxn4/vTIPJis5sI9hLRriPAoPFxtAOWub2DMdqcxDvr+LPjEoO59Vw8FoNr43sSGmDkdMFdbx7VyJv35mIQiLC7nDw0rYM13tKKICZqWH8fXQCk1fcuidFN0r9AS6XO/U/4Faw8LfZ3fno7k7YHQ6mp4axUCYmKVBNvdGCwWIn8IZV34RfziAVC9lwX0+2ZlRguq01Z3znICw2O3uv1TI+KYiGWC1r0kvIrzVwqayJflG+JAaqmf/redc65U0mnt+awbRuoTw7JI6MiiZyq5t5Zfut9qZzxQ38eLKAPQ/0pU+UDzXNZn68NwW1TMS3x/M9tgjV6M0cu17LoFg/juTVkhqq4Zdp3fBrJ/ztaEc7bsDYQlW+JQQyFXZjk8u+ruHkGgKnf0zlr8+7LScJiMFv1NM0X96Nraka7bhXkAYnYCrLRqKNxFh4gfoTq5Bqo/DqfS8gchF+w9UTaMe8QNTLB6ne/DbGkstI/WPwG+kU+iv5ZoprHxHP7sDehnUfAHYb0qAOTi2CkiuULbkfBAL8x76M/toJwFlej1BM0KwvqVjzNDjseKWOo+ncJjeyfxNCiRx99pEWgn9piFR+hMz7gaot72CtLUIglqLpPQVNn+mULJ6JJCAG736zPQ7R2lCOTV9PxNN/Yqktwm5oRCj3wlJ5jZLvZyIQSQl7YhO2+lIsldewG1tX5Fpri6nZ/jFRLx2gbv9iDFdPINIE4TNoHjZdLZXrXkTZoR8gQBbcse3z9W+Of5rwJyQkUFVVRXp6OgMHDnSbd/KkUwm4Q4cO+Pq29jHs1asXgKvHvx3t+H8ZLT9I16SX8MTAmFYf4QAvDosj0kfB6IRAXtqeiVYp5Yd7k7lU1sg7e3ORi4X8Mr0bGrmEhzde5ExRPRHeCub1iqC8yVlC3CXIC0mLkluBQEB8gJrXRyXwxKAYZGKRx3JSh8PBxbJGpq4451KIV0pFPDckjpRQDT+dLOTnqSkIBE6ycX+fCEZ29MdbIaFSZ6ZGb2bjxTJm9wj/y+xpeZOJGF8lKf01vLff8/NrszvYe7WGJpOV2T0jWvmn/3a+lLfvTKCk0eByDbhU3siI70+4+tG1SgkpId7c8cNJF0E1We2sSivmdFEdW+/vzezuVlanl2C12ZmRGsbYxCDqDM4e6pakEeDnU4XcEe/P7gf6IhQ4+/oDvWSEauSIWtSSyyUiJnUNIatS1ypg8NPUFD45eA1fuYQ5PcIpqDNwKK/GdWxr0ktYk16CVCTE5nCQEKBiUd9I7u8TxUvbMtxaQbRKKevv60FVkwmtSsb+3CqK6p3Z5AC1lIldQziWX8fu7CpCNHIGxfrx+8VS4gNUDIjx42p1M3k1zdQYLKR8esgVgFJKRbx3VyKh3nKW3ajSMFntXClr4s7EQDJfGMbubGdGfni8P1E+Cu76+bTbPd5otLIqrZhDj/RvRfZv3gPgrET4ZmIXzhbVc6WiifFJQdyZGMictelcbeFS4HA4+9XviPd3O9ctUW+wcLm8kc5BXizqG4Xd7iBGq8ThcHD30lPk1zrPjVAA309OZkZqKMvPFrfajlomIkAto6zROcZnt1zh4X5RzFqdxkvD4zhdWE9udTMHrtYwu3sYqeHevLYz27W+3QFbrlRQVG9gydRuHscKTrs6lVTEzkV90MgkaORivjycx483ytS3ZlQQqJY59QbUzkq41DBvzj41mDd2ZXEsv44gLxnPDI4lJdSbaSvPca1Gz+MDY0gO0aCSiIjwVfDMkFjuTAzk66N5lDWaGJ0QwMSuIby2M5MtVyrxlot5YlAMC/tEcqqwnrf35OIlE7Nubg+mrDjn1t6zL7eaBb0jeHZoHC9szWR7VgVCgdPr/r0xSXw4Nglw6kmIhAIMVhu/z+nJW3tzWHWuBFEbGfmbz2yXEA3v7ctldVoLoSqxkGXTu5FVqeOPy7dE8KxmG58cuMrhR/rz9OYrHC+oQyiAMZ2C+GBMJ67X6smtbmbFuWIC1VLu7x1JnL8SkVDAg/2ieOHPjNuHATjfLenPDMZic9DnqyOt5uvNNh7fdJnP70nC7gCz1Y4DONiGDSjAiYI6XrujI0arjSC1zNX20Y52tKMdAGKNZyFTgViKw3yrSqzh6HJ8hi4i6pVDNJ3dhLW+DHXKXSji+mKuygOBgIhntjkV79O34pU6jsLPx2GtvVVxWf3ne4Qu/AWv7vfQnLEf7ZjnkYUm0pS+DVlEMr4jn8BubKJi3cuu9USaQELuW0zpj/fhP/aFNo9DET8AS2MVJV9Pwm5oROwTQtCMz0AqRxbWBQDfYQ/SdG4DdkMjEU9vxVyaiTQimfLlrSsMJNpItGNfQqKNJPyx9TisZuoO/EBT+hZEmiACxr+KSK0Fh4Om81sp/noyDqsZWWgiquQ7CQ+Ox9ZURc2OT1yuB4HTP8ZmakJ3ZS+aXpOpO7ORxtO/uukCWCpyqfrjTbR3Pos0JAFzWXarselzjmIuv4pApiLk/p/R5xymess7WKqdFW0CgZDy5Y8R/tg6RCqfNs/ZvzP+acI/aNAgjhw5wpIlS9wIv9Vq5dChQwgEAvr06eNxXW9vbxQKBY2NjR7nt6Md/7dhtzsorDewJ6eKEwV1dAvVcHdSEJE+CvyUUrRKKTV6MxsulvH+mEQ+HNuJr45ep6TBWU7+1KAYJnQJYeQPJ93s0NZdKOW5IXEcfrQ/VrsDq81Bj88Pu7J8mRU6dudU8frIjnx68Cqv3tGRTkGtfVxFQgFalfNDU2+24XDYUUjELnXqgjoDwxafcKsm0JttvLXHKRD4w73JPLslg+/v7UqUrwq7HQxWO0/8ep4r5U2oZSLm9AgnRCOnd4SPmxVgSwyI9kOrkmC1O1D9RR+rWChAIBDw1u4cj8rgb+7OYXznYGw2Ow1GK89tzXATn1vQO5LPD+e1sj4DpzXZpfImBkT58tn4zm7z8uv0bsSiJfbmVpNfl87hR/sT7OVZPyDWT0m93syQOC2L+kZxrboZb4UEtUzEJwevcbqwnsGxWu7uFEStwczmSxWttnEz85xVqaNXuC/v7sttpftQozczY1Ua2xb0Zl9uNS/dEApUSEQsm57KwxsuuUizQADnSwN4dUQ81Xozv50vZV9uFfcmh/DoRvfMgt5s46nNVzj8SH8mdQ3hbFE9i0/k02y2opCI6OCvooN/DEaLjVq9GZEANt7XkwXrb7k1hGhkfD2xKykhGs/nSHurIuLro/k8OiCKJwbFoJaK+fjgNTey3xKfH85jWrdQPjuU53F+gErOvSlqlFIRwWoZpY0men55xC3zanfAF0fy2DivF9mVOk62UPv3kon5ZXo3PmzhUJFVqSPSV8kbozry/r6rXCy79Ztzxw2LPE9IL2lEIhQwvIM/+69Wt5r/+MBoQjQyLDYHHx+8yqpzJW6Ze7VMxPTUULeydblERHKohm8ndaVSZ2b/1Wo+P5znsgMM9pIRopET7ackp7qZRpOVUI2MIXFaekd6Y7LYuVDaSLfPDrmelQajlbf35JJfo2d4fAAAc3uG8+2xfI9aHktOFzG+czB7c6uwO8DucLD2fCkRvgo6BXrx9JYrrndIrFbJt5O68vLweKalhOGvlhLpq/DY5nBHvD8Hrla7kX1wBptmrU7j+OMDaTJZGBrrT73RwubL5bw5OpHOgV48OTiGpwSxaJUSiuuNlDWZGP/LGdezX2+w8NK2TM4V1fP1xC4opSIqPQgU3sSJgjq0SolHMUuAtJIG5BIxOqMZjVyCzuTUuChoo33DXyVl46UyLpY1sqB3JMmhnp+LdrSjHf+dkIUkIFT6YNfXu023N9chDYp3E9GrP/gTDUeXo+w8EkVsb+RxfbHp6zBcO4Xu4k6qt75L2MO/ok6+k6pNb7qRfQAcDkqXLCD2zbNo+s2k4fgqLLXFCERi6vZ9h7JDP8qWLgChGP/xr6KI64fYO5jSn+7DVHIFc3k26pSxrWztBGIpQdM/RiBXE/bQGhwWA3ajjpqdn4LdRvB9i5FFJKNOuZvib6c4S+wv78Zv9NNIvIMInvUV+qyD1B9eiq25FllEVwLvfZ/KdS9iKnFWgorUWvzveR1L9XVUHQdQ9OWE1qrDAgHe/WZT8E5/7EYdEm0kwfctRndlD6qEITSlb8ZaV4rv8IcRqfzQ5x5pJQIoUnpjrS2m7sAP+I99kdKf7291zaTBHQE7DcdWou4yiqoNr7vmSQJjsdSV0JyxB2tjRTvhnzhxIt999x0nT57k9ddf5/HHH8fb25vFixdTW1uLQCBg6NChba4vFAqxWlsTgXa04/8fuFTWyNDFx92stl7ensWeB/rSK8KHT8cnMe9GCenL27PoG+XL23cm0C3UG4lIgNlq5529uW5k/yY+OXSNUQkB+KukTF5+1mMf9Xv7cvljfi8+2HeVxfd2baO/3URJg4HieiMbLpZhtNqY1SOcvlG+7L9a3Wbf+Vu7c3i4fzTZVTp85BIqm0zkVDczfumtvlSdycbi4wVcrWrm9VEJ7MyuakW2tUopk7uGIL+hrD8mMYjXd7aOnALc0zkYkQDOFNV7nG+zOzhf0kCgSorZ7uBkgbtlXEqYt8cqipvYkVmBj1xM0G3Cf14ycasS4ZYwWe1tEgEAoVBAtFbJ8nPFvLQtkyAvGXqzzY08jUsKoqjegJdczPw+EezIrnTTWLiJDv4qREIBO7M9B08qmkzk1eh5a0+Oa0wzUkNZcbbIRZq1Sim/TO/GgavVzFidhtlmZ2ynILbc34eVZ1tbtt3El0ev4yUTk1OlY/n0VDoG3Gq7ulbdzDt7c1h3oQyhAB4ZEM1vs3tgtjlu9JNLXCKGFU1GGo1Wag0WJEIBAWoZQWopozsGMKN7GA0GC+svlmFNL+WVER1a9fK3REmDkffGJLL4eEGrlhiVVES0nwKhQMDl8kbkYiG7sitblVmHaGR8Mq4zd/50kqcGxfLM0DiyK3UEecnoGe7DJwevtrrnFBIhgWopd8T7uxF+jVzs8brdxPbMSj4b35mPD17lt/OlziCXVMQj/aOZ2CWETh8dJMZPydcTu1BvsLI1owK7w8GojgE8MSiWBoPFo2WiUioivaTBLdgQ4aPgxynJPL81g2e2OD+OhAKY1yuCN0clEO6joFZvYM7adI/37+r0Ep4a4hRcHBKnZfrKc20e18FrNfSM8OHodacgVJi3nF4RvkxZcdZtubwaPZOXn+XP+3tjsduZuzadz8Z3ZvbqNLfrIhEJ+HhcEhPasGi0O2BnViXv3dWJ1WklaORi1s3tSYiXjBqDhT8zKpjWLYxd2VUMjdXyzJYrHgN96y+W8cyQOKqa265AAuc7wGD5a60Vs9WGWiZme1Yla9JKeHJQjCvgdTumpITywPoLfDg2iTh/FTLxP9ZfaUc72vHfA7FvGOEPr6X42ymu8n0AaUgiQpkK32EPUbf/O9d0h9WMrb4Ur253U3/gBwxXjyPyDsF//CtgsyH2CcVhMaC7sN3zDu02DAVp2JqqsVTlo0ocijSoA3X7buxDKCb8kV+p3fUF1X9+QPhjv7tId/X2Twh/dB3qbndTu+crbE3VqDoNw3fYg+BwULfrC+oPL3XbXfB9i9Fd2kX4E5uwGxoIXbAEgVSNRBtO1e+vUv3H3wFQdRpO2EOrqFz/CgGT36bkh1luXvc2XQ0Vq58k7MFV6K7sI3jut1Sue8mlqi9UaAic8j6NZ9a7zqOlppCS76YR+exOCj8fi13fgFf3exCIxNh0NUiDE7DcZoGL0PmONpdlYcg7Q8i876na8q4zeCIU4dVjAr5DH6R06SLCFi2nZtuHt1ZVehM860vKVz/pvFb/weJ9/zTh9/Ly4o033uCZZ55h/fr1rF+/3jVPIBAQEhJCv379PK7b1NREc3Mzfn5tixK1ox3/WyhvMtJstiG5YVlVpTMzbdW5Vr7aBouNScvPcPapwYxPCmL7wt68uC2TS2VOz/Vuod7MXpNGRoWOX28InbWFY/m1TEkJ4XqtZwV4q92B0WpHKXXahN1O+CubTBy4WsWfGZWsSb+VRVt/sYwnBzkztm0ht7qZoXFalkxNRiwSsi2zok0yvSe3mheHd2DDfT15ZXumy21gaJyWLyd0If4GcaxuNqGWivhkXFKrLGmEj4KFfSPJ/gsrPACd2Yodpy5CgFrmZnXYbLLiq5C2Ere7CT+llB9OFpIYqCbUW9FiuoSxnQI9CvQBTE0JwV/11/7ZvnIJ9/WMYNW5YkoajAR7yYj0VVDSYCRILaNjoMrVb58UpGbVzFSmr0prFXB59Y54qppNfxlgsNgdPDckjtXpJXjJxCzqE8Xg74655n8zqQsv/JlBVuWtj4hlZ4r4M6OCdXN68OOpQo/kKK9Gz5ODYliTVsK8X9M5/rizCut6rZ5xS09T0mB0ke6PD1xj9bkSjj0+gIQbav/VOhPnSxsoqDPw4rZMlzOAv0rKj/cm8/mEzixad4Fj+bcCNd8dL6BPpE+r4M1N9IrwYXd2NV/c05kHf7/omi4QwM9TU6jWmRn2/Qke6BtJQoDalfluiScHxfLK9kzyaw08tfkKSqmICG8F9TfsGr+4pzNr0m89h3KxEJlYyLDvj5P5/DAkIgFfHc3HYHGWZ/+VFoBWJWXc0lN8M7ErTw+OpbDegNXuINxbzqBvjxHmLefBvlEYLU4RuVdGxAMO8msN2Ox2koK9WJNWTIPRSv9oX8I0cvzVMnwU0lbH9vadCTz4+0W37LndAUtPF+GvlPLWnQk0Gq0e7QVvLlvWaGRGaijSf+AGcfv9OK9nBJ8f8ux6oDfb2J1TxZTkEBoNFg5dq2bXA33ZlllBRoWODloVC/pEoJaJPQY7byK3qpkLpVfZdLmcO+L96RKioVZvxlcpZUGfSBasu0DvCF8CvGRcKG278m93TiVzuoczINqPY/mtrSbVMhEysZA4rcqlLXA7uoVqEAmFCAUCPjrgtBe0O2B6t1B+Pe/+Dn/tjnjOFddzb3Io3gqxW+CsHe1ox38frM212BoqMBSkI1J6IwvrjNgnDEtjJaEPrMBaV4q1vhRZaBJ2i5HCT+8iYPI7hD20iuqt72GuLkCVOBT/e16j4P0hTvs7sZSgmXOxNVbRdG4TDpuFgIlv3lLbvwGBRI5XjwlI/KMRqbVIAjqgTr7L2TvvsDtF7wwNBEx4g5qdn6HPPIBQ6YNN56xSkwTGEnLfYmp3f4G1rhSfAXMR+0chD++KpbYIiXcQDSfX3rZPGcr4AdgtBgzZhyhb+TgOs57IZ7ZT8OEI7M23fu+bM/ZhyDtN5PNOW8GWZL8lanZ/gXf/2Uj8Iol4ZhvY7eCw3ago+Ax91kG35e1GHc1ZB5H4RyOPSkUe3pWiryYhknsR/th6mi+5CxGay7KQR3fHmJ9G3f7FyKNSCbjnb4iUviASIw3uiP7qcULnf49ALMOrxyRkEd2QR3RBoo2k8vdXsFTmIfYNQ6Rq3Zb+n4J/yWvmrrvuwmg08vbbb6PX3yIyYrGYl156CaHQ84dHWloaAGFhYf8HQ21HO/41NBotHM+v46VtmYiEAoQC6B/ly8MDotv8WK3UmSlvMtEzwocB0X6smtmd0kYjapmIhzZcdBFiAfylL3mt3kKVzszkZM9K5AD1egsj4v2RiASUNxopbTRS2mAk0k9Jg8GC3YEb2b+JA1drmNcrvM19R/spOJZfS4SPgtE/nuSLCZ3/0pd+X241gWopex/sR+0NIbMAlRStyqkaf7m0gYXrL3CuuIGH+kXx54LebMuooLzJxIAYP6J8lSxad4FnhsSRFKRu06IwOcQbb7kYmVjE04Nj3VTofztfyn29wtss/x4cp+WzX87w7l2JbtODvOTcER9A1xCvVmX0gWopjwyIoVZvpaCukWPXawnWyOkb6UOot9yVuROJhASopOxc1Aej1U5mhQ69xUbPCB9UUhH3Lr+VCc2o0PHRgas8PzSOV3c4BcKkIiFPDIrBZLETHqzASyb22NYATq2CSckhqGQidCYb1c1ml8p/UpCa0gajG9m/iepmZ3vJuKQgjy0MnYO8aDJa2Hx/Lx5Yf5ET+XV4y8VUNBl5cVgHAr2kBHvJaTBY2HCpjJ9OFrLpUjlPDIzBZHXaMnYKUvPA7xfdSFN1s5l7V5zl6GMDXEKWN7Eru5InBvXh51OFrfzppSIhc3qGM+GXM6yf25OnBsVwvKCOxEA1Tw2OxUcuJvHDg5htdu5MCOBSWSOdg1u3tnQMUHO+BSHUm21kt/CrF4uESEQC1zl8Zkgs358owGx1UNVs5s3RCTzYL5omkxWVVMS0bqGsPNdaC8BHIcFLLqao3sictemceHwgASoZPgoxAoGAv49OoEuwF6/uyHKR93BvOd9M7EqYt5zsKh2Tl591jQPgns5BfH5PFyx2O9O6hXLoWg1pJQ14y8WIhII2HQG+PZ7Pwr6RSMVChAI8ih4C1DSbeXZIHAaLjbGdAtma4TnoNThO62YPGO2n4EqFZ6tRgIyKJkoafdm6sDe/nC5m2ZkipnQLZUKXEEK8pET4KCmq19MjvO1gT2q4N0tOF/LUoFhCvWU8uP6CK8DaMUDFVxO6IBIIyK81tEnUAYLUMj7cn8uHd3fi3uVn3fRGJCIBiycn88XhPOb0COeFoU7BwzBvOff1jCDcW05Jg4FBsVr8lRLKmkyuoNdTmy/z8vB4Nt/fi9MF9UhEAu5OCsZosWGy2VHLnIGltlqB2tGOdvznw9pQQcWvz9FwfJVrmqbfLLRjnkce2skpKGdooDnrELX7F7vIsEAkRRbZDe8BcxFrghB5+VOx5mlXFjto5uc0pW12U/pXJ9+FNCQRc5nzu0KdOg7fYQ/ReHItzZf3YKkpwqf/bKq3/UDj6XV49ZhE6KIVNF3ehSphMJW/OXv17cYmxBqnvXPwrC8p+XEutgZnK6KxwMnFBBIZEU9udirW291/u7V3PkvTxe0o4/pSumQBOByoOt+B7soeN7J/E3ZjE6aSDEzFV1rNuwlT8WUUsX0oW7oAgUiK76gnUUR1p+DDEW2+/C2V15CFdkLTYxJFX4wHwNZcS+O5TYQsWErF6iddAn0Nx1cTsuBnCj+5C7u+HmNBOmW/PAgC4Y32gH3o0v7AWuf8npaFJREw6W3qDi+luUWrQ9CMT//SQvDfHf+yuezEiRMZPHgwO3fuJC8vD7VazciRI+nSpUub6+zYsQOBQEBSUtL/0WDb0Y5/BUfzajlX0sCboxM4W1SPQiIkNcybNeeK+WBMJx7bdNnjekaLDZPVxroLpSxa78xMbr6/F6db9A+fKqzjjvgA9uRUedzG4FgtE345w69zerAto6JVqbJUJCTAS8qcNemceWoQk5ad5coNIvHayHj8lVK3bGpLXLxBjlRSEc1mG6lh3izsE0mAWkqDwYJKKuKnk0XM7RXuCmy0JEW3w08pZVgHf4I1coJvK0nOr9Mz6Ltj6EzOH4XvTxSw7EwRdyYG8NodCTy44YKrNPbbY9f57J7O3Hsb8QF4uH8UwV5SVyXDnB7hHLpW48rM78mt4sF+UZwuqOPobcf9wdhOrL9Qikoq8ugp3jFQzaZ5vfjtfClLThdittqZkhLKYwNj8JKK+OzQNQ7m1XKqsM6ltv7H/F4MjdMiv2GX6KeUcqKgjnm/nnfLAM/pEc4Lwzrw6MZLKKUipqWEkhKqYVRCAINj/ChpMqGQCPk1vZRPDl5jbKdAnhsaxxu7Wrc+PNAnEh+FBJFAgL9Kys4sZ7lz52AvrpQ3MSDaj13Znu8ngK2ZFTw1KKYV4RcJBUxPDWXy8rP4q6R8N7krKomYF//MZGkLu0WNXMz3k5PRKqWsntWdr47kMa9XBHUGC/m1za7zczvsDlh8vIAJXYLdMqJ2B7y2M4vdD/Tlqc1XXKX1ySEa3hjVkQ/3X8VktbM6rZh371xHcX8AAQAASURBVEzkiUGxBKmlKKRilpwqcJ1nkVDAT6cKeahftEs74yYs/8AW02C2IhMLCVRLeHpwLHfEB/BnRgWXg5uQi0XIxCKi/ZQYzFbOFjcwsWsI+XV6juTdyhZrlVKWTEtxtas0Gq00GC18fPAqO7IqkYqE7H6gL6N/Oul6DgCKG4xMXH6GQ4/054U/M1rd85uvVNA5WMOx/Fqu1+p5YVgcw2v92XKl3GXJ6AnNZhs6s41YPxXjkoLYfKW1boS/Skq3MG8mLjtDdbOZ3+b04Mj1ulZVJ3N6hHO+pMGtpaK00USsVkV6iedsTJxWhUIiYsxPp10E+5czRQyO8WP1rO6UN5nQmW08MziWqR5aCYK8ZMT4KTFa7HQL07hao24ip6qZ6SvT2HBfT45dr2V0QiA7PVToCAWQGu5Dnyhf3tubw/6H+7M/t4r0kgYSAtXcER9AjcHMU4NjWX6miI/HJTEuKYiSRiNfHskjp6qZToFqhsb5c7qwnugWWhR2B7y7LxepSEjnYC9sdgd3JgaSEqZBKACF5F/+NGpHO9rxHwSHw0HD6XVuZD9kwVKkIYnOHnKHDYFIgt2kJ2D8q5R8PxsEAvzueByv1HHYmmup2vQmEv8ogmd/5VLZF/uFIxDLWtn61e1fTMDENyn5fhbyqO5oek1xEt0bhNyYf47Gk2sInvMN1voymk6vw5h/jpB537uXodttmMuz8Rk0H2N+movsAyg7DcO77wyECg3Wxiosulr87nyWmj/fdy2jiB+AUK6m/uBPLjIuj0pt5W3fEvrsQ0hDO7U5X+IfhSH3KKaSDAKnfYS1oRyHUIg0sAPmCs9i0PLY3nj1nETV76+4n6e93xDxzDZCH1jhPDdCIUKZGlP5VSKe2kJzxl6MBelIgxPw6T8bS10JQqkcdec7qNv7Dc0Z+3BYLYi9gzHmOdtcnfoD76GI6/uX9rH/7vinf9WmTZtGnz59eOaZZ9BqtcyaNeufWq+yspIdO3YAtFny3452/E+jpMFAg8lKWnGDG/kSCODvoxJIDtWgkYtdtlM3IRYKCPWWU9Zo4snNtyKWt/eJLztTxKqZ3TmWX4v+tuzmmE6B5NU002C08mt6KVNSQlh5zj1T/+5difxyuohRHQPQmWy8MbIjUrGQkwV1jO4YQFpJA/q/KNv//FAeW+7vTXpJPSKBkI8OXKWgzkCQl4xnh8Ryf58Irt7I6m/PrGRS1xB+O9+6BUEsFDAo1o8IH2eZvNVux2ZzIJOIsNkdrDhb5EZyAIxWO39crkAiEtIlWOMi/Ndq9OTXNLPngb78cLKAEwV1hHjJeWRANH0jfd3s8EI0cpZN70ZRvYHDebX4KiWkhGj4ZXoq50oaOJFfi0Yupk+kL2vSnGr4r94RT3AbitmxWhUvDuvA/F4R2AF/pYTCeiObLpdT2mRiXFIQiycnU6s388XhPO755TSZLwwjVuss2S1uMDBrTVorwrvyXDHdQjXc1zOc6alhLD1dyIcHrrL0dBHzekWgkoqYtfqSq8x+Z3YVb9+ZgEIi5IP9V6nVOy37lk7tBjiYsSqN67V6/FVSHhsQTYSPgldHxDNrjbNfXy5puzxbKRExKFZLiMapSi8UwKzuYTw+MJY6vZm370zgz4xKon0U7M6pciP74CSyi4/n8/29Xblaref5YXGIhVClMxHqreDw9dYl0zeRWdnE8A7+raafLWqgrNHE1G6hvDi8Aw4HXK9t5tmtV1xK+1KRgHf25rAju4pXRnRgakoYBbW3stunChuQCAW8vD2TlTNTeXl7pqvMWyQQeHxOwfksdw3RsHRaN2qbLZQ06PnxZD6H82pZ1CcSb/mtn7fiBiPH82vZmlHBpC4hvD+mE6cL6/FXSREJBfytReZeIIAqndllb9kvyofNV8pbPQfg/B56b28us7qH8+WR663m/3yqgHfuTOSB3y/y2MbLfDWhC5E+CqJbPAu3Qy0ToZSI0MjFfHZPFy6VN5FXcytAIBEJ+H1uT97cne2a/uyWK6yd3Z3tmZUculaDn1LC4wNj6BLsxSvbM922v/xsER+M6eSRrEtEAkYnBFBvsLpl0wfG+PHyHfG8uC2Tw3k1/DglhSAvGStnpvK3HVkuAbyhcVo+GZfE10evM79XhMdzAtBksnKioI70knpeGhHP+ZKGVm4h79yZyOeHrrH5SgVb7++FzW4nIVBN93BvPth/lRf+dB6Xl0zMKyPiEQBni+t5qsV7+8j1Wkb+eJKfpiQTppGTGKh2q6Ax2+yklzQQqpETqpGj8qCl0o52tOO/D9b6Mmq2feD6v//kt1HE9KRm12foMw8iUmvxG/Uk3n2nYyy6TORL+xBJVYg0QQhlSmyGBiKe/hO7vh6Ryo+ol/ajzz6Cufo6Tec2ttqfuTyHxrMbiXhyMzjslC57sFX2HYeDynUvEbpgCfrMA1gqr2GpvIYkyN1Krmrz20S+sI+q318GnAJ9oYuWYyy6QOWGv2FrqkIR15fAKe8jD+9KzfaPnPsSSbAbGhCpfDG36JO3G5uc6vptwFJdgPau56ne+i54sAH0Hf4I9Qd/RJk4FLF3EBJtFPqsQ/jf8zqlP85ptbxApkKVNByRTIWlKr/V/Nqdn6Lo0A9zZR7efWdQf3QZlso8ZGFJ+Ax5AN9hD9F8ZS95f+8NNwT+BFIlwbM+R9NvFurOI0CqJPrVI+BwIJDKkfpHt3l8/yn4p3/dLly4QElJCc8888y/tIO6ujqmTJlCVlYWQ4YM+ZcH2I52/CtwOByUNZowmG0U1xvYfKX8tvnw+q5sDsT2o3OgFycK3bPJLw3vQJBaxqXyJheR7xvlS7Sv0q28tlZv4Y1d2Wy8rxerzhVzKK8GX4WEuT3D8VVIXD3LGRVN/Dw1BZlYxIXSRiJ8FMzuEYa/UkqYt5xzxfUM+vaYa18j4v2ZmRpGlJ+SkfH+/JnROrsHEO2rpKrJiNnm4JXttz5wK5pMvPBnJov6RDI9NQz2wK/pJfx+X08uljWS2aLcXiQU8OucHnTQqjBYbGTl1/LTyQIqm81M7BLMqIQADlx1t69SSUVM7xZGcogXdkAtFbns4MRCAfEBXoxbeoY9D/Tlgb42HA4I08iI82/dCxuglhGgltE93Mc1zWyxUqmTsbyqmYomE+/szcXhgIldg3mkfzSSv+hXFgoFrgqFi6VO278avRmZWMiU5FBUUhG9InyY3yuczsFeHLxW4yL8K84WtVlW/OPJQlbNSmXgN8dcgZ+yRhPPbLnCxC7BvD6yI2/syuaxAdEs7BMJCNibU8UX93RBJhaS6K9if14NT7cgItXNZt7cncPs7uEMifPjtzk9WHq6kGndwlxE83ZM7xbKH5dKOfRwf3KqdUT6KFmdVsIdP5yg0WhlUIwfX0zoQnppI5/e1hrRO9KH10d25FRhHW/uziEp0ItRCQFU6Jznp7jeQLy/yu3+aIlOgWqK6z23wdjsdipv+KJ7wozUcB5Yf4GKJhNP/nGFy2VNPNAvinf2OSP7P5zI56sJXZi0/CyL1l/giYExvDkqAYvdjrdczN9HJ7idu5uY1zOCX84U8e2xfCQiAZvn92bSsjMYrXae2nyFU4V1fDmhKyaLjZyqZr47XsDXE7swfeU5lkxLYeW5Iq7V6FsFE+5MCHSzbesYoPrLPvP00kbGJgV5nFfVbCbCV8GSqSmoZWIK6/R8M6krFpudKF+FR6X4B/tGEXojsBXjp2T7wj6cLqzndGEdIRo5yaEajFab232SUaFj7M+nuDMxkPGdgxgQ7UdxvYHPD19jaAd/FvaNYl9OFWKRkGndQvFXSnl/TCJv7MpxVVr4KSV8PbErXjKxq10FnMKJzw+LY8IvZ1z3f26Vjvw6A/tyq3l5eDx+KglioZBTBXWM+fkUS6Z1o05vIeMvWgeulDfhr5bxyIZLLJ6cTFG9wdVeNDYpiK1XKlwVJTNXp3HssYFE+Cjo+cVht+BLk8nKy9szuTMxgJe3Z3nc1zNbMrj43BB+m9ODYYuPU6u3EKiWkhTkhc3h4NNxnQnzbi/fb0c72nEDdhvWemc7psjLH6/kMVx/qy8OszPIaqnOp/THuXj1mkzAPW+AWI40OB671Yw++whFX0+6peIvEOAzeAGqziNRxPejevM7HnfZdOZ3LLVFhMz+2i0z7zYsY5MzKn3DCUB/7SRquRfKTkPRZx50LmNopG7fN4i8gwEImPQ29YeX0Hxlr2s7hqsnKPhgGJHP7iD2rTTKVz6GPvsIQoU3ArECeXR3DLlOfaHGc5sImvYxuos7PI7Ju/8sqrd9QOjCpZSveNQlyodAiN/IxxH7haMd+6Jz7CIJspBOyGN64DAbCZj0FtVb33W2FwBivwhC5nxN/ZFlaMe8gDJpGM0Z+9z215yxH9+RTyIJjKP4u6loek7GZ/B8HFYLtQd+QNNtDKU/znVbx2HWU7bsYWLfuYjYNwxrXSkOhwOBWIpQ4e3xuP7T8L8ezk5ISOBvf/vb//Zu2vFfCLvdQaPJikjgQCKRUNlsZuuVCt7em8uG+3qy9HTbquZr0kr48O5EHt54mYyKJuK0Kp4fGsc9nYNRycTctA9/f0wiIqGAPy6Xc29yKOtaCPWdKarnnl9O8/5diUxPDSWtuIFlZ4rcBLqSgrz4cH8uBoudoXFaKnUm7lt7nmFxWnpH+rQiZvtyq5m26hxLpnZDJBDQKUjdioT5KCTM7BFGoErGgvUX8YQlp50l0jdtteasSeeT8UkIBQLSihuI8VNwd1IQ4d4KyptMfH88n48O3hLy2p5ZyWMDoon0uSWQNzROywvDOrDkdCEfHLhKoFrGI/2j+W5SV17flcWn47vw9dHrNJmsFDcauXf5WQQCyHxh2D++mDcgEgoIFOj5ckJnCusM1BksdAr0IshLhlbV2iPeEwpq9dz/23lq9GZ6Rnjzzp2dWHG2iI8OXMNHIebRAdFM6hrC6UJnRttud/ylxkFpo5GCWoNHN4BNl8uZ1zuCHQt7obfYeWNXNt3DfdidU83uHCd52bawD296KPEHWJVWzOweYTy+6TLv3pVItzANM1JDWZvuXo3RM8KbxCAvpq88x8AYfxoMVp48eJkDLYjpsA7+PLbxEk8NjnXLliYEqHlpeDxTV55rUY1SxocHrrJiRirdQr04XVTHG6MSPQYbBAJ4qF80z3vwQo/VKukT5UefKF82XCpzy0QDTOoaQnmTiW8nd2XainMYrXZ+Pl3IU4Nj6aBVcrVGT3GDkcpmM2MSA9meVcmLLbQdugR78fOUFBZP7spnh/LIrW4mRCPj8QEx+ColPLLxEvH+Kj4Zl8QXh/PcWmc2X6ngnTsTOZRXg59SSlG9gY8PXGPT/F4cvFrNu3d1Ys6adLfxdg324unBsUxafkuBvlJnclXAeEKkj4KqNmzjekf4YLbaeXFbJtXNZnpF+JAa5k1CoJptC/owc3Way0lAJBSwoHcED/WPRiy6VVaolAiJ8JazocHAobwaXt2Rxfq5PVqJN9odzud2e2Ylr42MZ29OFY8OiGH2mnTUMhGjEwJ4eVg8gWqnHeDjA2OY1DWEonpnH72fUopGJubHkwVueg2L+kTxwb6rbve/ViXltV3ZNBqtPLSh9TvofEkDwV4yYrXKNoNICYFq9uVWcb1Wz8RlZ9j3UD9OF9ZT1mRi2spzbvur1JmpbjZzpqjeY6UFQH6tvpUbxE00maxU6cz0CPcm/ZnBVOnMXK/Vczy/jjBvORq5GIPF5tEtpR3taMd/HwRSBfKoVIz5aQTN/IKKX593kf2WaDqzAe/+c5EFxwNgrS2i8LO7XAQWAIeD+kM/Iw2Kx1JbhO+wB1uV9N+ET7/Z2C0mj/Nabu8mxGp/6o8uJ3jON5SveMwlgNd0diNhj/xK09mNSIPjqVz3osftVKx9hoApH6C96zn87ngckdofu7EBr5Sx1B/4wekw0FCBpaYAnyELqT/0s9smvAfNQxLUEeP2T7BU5hEy/0fEXgHYTXqkQXEIpCosVdewi6Qo4wcg8g5BJHP+nlr0DVjqSgh/5DccNgsIxdh01VSsewlzWRbe/Wfh3WcGNX9+6OrXd8FupXbvd0Q8uZmGYyupXP8KAokM7wFzESp9EKp8W2sOOOyYyjKxNlWB1YipJAOhXI0kIA5pUNx/fJa//detHf92cDgcXK1uZv2FUv7MrMRHLubvozvy6cE8PjvsJNBVOvNf2jmVN5nYmlHB3B7hRPo6P9hHdQwg8EZmLdhLxqzuYTQarby//ypioYDN83uhkYtZcbYYs82ORCRgWrdQ7ugYQM8vD2O2un+ACwXOrOzEG1nHlpjaLbSVp/pNZFboKGs04nDA8ump/Hq+hLXpJRgtdiZ0CeaFYXFsuVLOoFhtK7G0m7A7IKtKx09TUnjhzwwulDay4LcLhHnLeGFoB2Z2D0Orcirl51bp3Mj+TSw7W8TW+3uzJr2EMG85TwyKZcIvZ1wZwbJGEw/+fpHZ3cP4Y35vntlyhdOF9QSopa4P76nJoQSpPZfhe0JBvZEPTlbz64VLqKQiZnYPo1uY9z9N9m12B3qLjb5RvhitNj4am8TdS0+7iG5pIzy68TJjOgXyxT2dAWdlwKiEADZ5EMMD6BXhzekiz3oKAJfLGrkjPoD6Wj1PDIphW+atfuR7k0OpbDK1coRoCYPFzh/zeqJRSAj2kvPpuM5MuRFcMlnt3JUYiEgoYOG68wSqpdgddiJ8lW5kHyA1zJu39uQwqc7gFih6ZkgsT2++3Kr1xGi18/gfl/nx3mS+nZTMqnPFfDOxC6/syHJlvX0UEn64N5l6o4UXh3cgq0Lnsqyb3SOMaSlhRPg6f7z3PtiPnBuCenaHsxw/s7KJResvcE/nYOb3jmDx8QIcDmf7x64H+vL0liv8mVHBE5su88O9yczrHcHS00WYrDbm9YzARyHhrp9PEaJxBpfCfOQYLXZEAvBRStj7YD/Km4xcLm9k9216Gq/dEc+WK+VsvlLBiHh/+kb5ciy/lnuWnmFi12CiapvZOK8nhXUGqpvNpIRpEAsFPL8lw41U7syqYsO8niw5XeixCuS5oXF8ddRz6frLw+N5ZOMllx3gmaJ6Rv54ks3zexOslvHUoBi6hmpoNFqx2uxsvFxOv6+O8MTAWKZ1cyrwB6ql5NLM/J6RZFXpyKnU0SlQTQd/lcvO8XZ0C/Xmk4N5rooYncnGhovlhGoUPD/MaeenlIqJD1ATH6B2W7dvlB9w633QJcSLt/bkuC0jFQs9tlncRIPRilgo4NH+0R61UqQiIZO7hrChRQC1Rm9mVVprQcWb0FtsnCps+zlsS9zwJgRwoz9TwPzfzruJfL7wZwarZ3VnXFJQO+lvRzvagdjLn6Dpn1D2y4PII5LRZ+5vc1lDzhEQCJCFdqLp/J/uZL8F6vZ/h3bsS0gCYpCFd8FU7Hw3SkMS0PScjEjtj6rraAzXzyDyCsDW1FrTRyBTubL7CAQoE4ci0gRRu/cb1CljCJjwBjgcCFU+TjeAWV9izG/bttVUkgEWIw6xDJtZjxgHdYd+xlZfStiDq6j47Xks1QVUbXgN/wlvEv3aCZozD+CwGFHE9cFw9TgVqx5He/dLYLcjlCqxW0zYzM2YK/Nw2K3IIpIRCIQIpUqEUjlWXS3YLDgsJuoP/Uz9gR88js2Yn4Z3v1lE/+0opT87NQmc5ysRodKboCnvUvzttFuVFEDNnx+gS99CyJxvKPnevfVcFpmCRBtJ7a4vaGzhTiCQyAm57zsEnUch8fvPFZdv/2Vrx78VHA4HWZU6hn9/ws3W7dGBMXzZ4qN7d04lg2L8PApeAQztoGXl2WLOlzbSLVTDT1NS3Eo6QzVynhsax4BvnCVNVruDC2WN+KukrJndHbvDgUggYGtGBZ8evMYX47vw8vZMF7HzU0pYMjWFn04VtiL74Pxg/isSWN5k4ocTBYgE8NTgWO7uFESz2UaMn4I9OdXoTDZEwr8WF5GLhSw7XcjiSV2pbDZjsdkJ9pLjcDioabaQXdlMgFfbVng6k40/Lpfz1YQuNBgtvL8vh8GxfvSO9EVvtrHpchkFdQZWpZWwoE8kV6ubEQkFfDg2ie+OXWdB7wj+PjoRb8UtW7zSBgM6s81FZFp+XBfU6hn4zTFXdrrZbOOLw9dZk1bCyScG/WXfMzgt6FafK2ZrRgU+CgkfjO1EWaPRY9Zve2YlD/SNQioWEumjZHRCIP4qaSufdoEA/j46kXtbZHxvh9Fq58HfLyIUCHhjVEdGxge43AZGdvRH+A9EYNQyEVKxiAC1s5/cRyHhtwulOBygkIh4Z18uhXUGNHIxy2ek8vXR6/SK8Gm1HYvdeZ/9dKqAF4d1YMG6C4BT4M1T6Tg4W0CsdgfNZiujEgIxWW1snt8bu8OBQiLCTylh4boL1OktvDGqI2OTgrgrMYBmi52jeTVIxM5jM1pslDUaeWdvLkev16KUipjZLYx7ugajkYnZfKWc9XN7svi4Uy3eWy6m0Wgh0kfB+rk9sTkcNBgsLD9bSqSPgvm9wkkM9GLsklPUGSzUGSw8vcW9rH9MYiCP9I9mV3aV2zWWiASM7RRI3yhftmdWorc476NVs1J5bOMlrtXo+e18Kb+dLyVEI2P7gj5UNZvwlom5VtvM3Z2DOHVDgBCcfd7OYEhXnt1yxfU8B6qlvDGqIw6Hg9fuiOfro9fZkVWJ3YGr6uC386WU3Gat53DAc1uv8PrIjsT5KzlVWMdjG91J8eu7sjldVE+fSB/EQgH39YygVm/hcnkjc3tF8PL2TF4f2ZG5a90rFACGd/DnWk0zIiGtqgD+zKjgiYExHu8FAJPVRmqohrNPDcJic7AruxIhglZK+oV1hr905Ogc7IXd7mBwrJa/jYzng31X8VNK0MglGMw2ls9MxWqz8ducHlyv03Pgag3h3nLUN9wrbodIKCBUI/+HNnkBaqnHaoswbzkWu51mk5V39+a2cvSwO2DW6jQyXxjWKgDSjna0478T8ugehD3yK5bq67dItgcIRBLM5c6g6E0S7wmWmkJEaj9AQMiCJegu7UIW1AGbrob6YyuwG5qw1BTi1WcqQdM/ofTn+a32GTzrC+oO/gACISELfkYSEIdYG4m4IA2H3Y6x8DzS4AREIikCiRLsdiTaqLYPUigCgZCmtD9AKMJSlo25+DLGwvNYG8rxv/tlRF4B4HBgN+kwFF1CIJagS99MzfYPXcGNsiULCJ7zDbV7vqb5yh7neZEqCZrxKY2n12G4dorQRcuxXNpB7d5vsBsaUXe7m8hnt1O++inMpZmthiZS+iAQCpFHJBP53C5szTU4bDZny4BYQt2+79zI/k2YSjKwNdciDYp3EwX0H/cq+syDbmQfwGExUrp0ETFvnmkn/O1ox/8rKG008ububDeyLxEJaDBY3D5ul58t5tfZPdiWWYn1to/eYC8ZQ2K13BEfgFQkxE8pIeC2LLRYJMRic7hlReViIaszKvhgf2tP++t1BtbO7o6PQopQAIFqGSqpiJe2ee4pBZCJhR7LxAGifBWsmdWdVWnF/H6xjBg/Jff3ieSB9ReZ0zOcOoOFY9drPdrRgbPvNtpPSUqYN0MWH+el4R0YEqul2Wzlk4PXOFNUT+gNX/FOQWr+PjrBo7L8l0euc/HZIcjEQrqH+7A/t4odWZVo5GJeHh6P2Wbn6S1XOJxXy/6H+iEQgEQkZHBsd4LUMlQy5yumQW8mr1ZPYb0Ru8NBpc5EQZ2Bh/s7hetsdge/ni9pJdwFznLeVeeKeXl4B0Rt9PBfrW6m/9dH3Qj7npwqZncP59UR8byzt7US7O7sKrZnVvD26ES85WL2P9yPR36/xNEbft8xfko+GJuIj0JMnyjfNnvr+0T68u7eXOwOuHfFWY48OoDUUG+KGw14ycTUGSz0ifThVAuXh5vQKqXY7A46f3yQnQ/0YVCMFplYyD2dg5m5Os1t2UV9Ivn8UB451TpGdwxotS2LzYGPQkJOVTMXyxr5bHxn3tuX2+r+b7We3UGTyca9y8/SMUBFhI8CIbBsRip7c6o4W1TPmtk92HCxlFlr0rDYHE6byn7RNJts2FUOLpc3MeS746596c02fj5dyPGCWj6/pzPzfj2P9UZAwkchIdJHwRu7sllxrphvjuW3GtP50gZ2LOzDc0PjmLTsbKv5ANNTw6jRm3mwbxTDvz8BwLikIB7qH83enCqu1eg5ll/LqI4BvFOYy/xfz/PumETkYhF5Nc1E+CiI0yrZllnB3/fkoFVKebh/FFNSQtmTU83hvFsVFL+dL2VAtC/pzwwho6KJSF8FtXoL2zMrkIoMDInTMqdHOK/e0RHFDeHFM4X1Hm01walU7y2XAALe9XBvgpOcP9A3iknLzuCrkLKwTyTPD+vAkbxatmZU4i2Xsn1hH17dkUV6SQO+Cgn3946gd6Qvc9em80DfKNZfcG8NkYmFHp0uACqajBTWGVl+toiNl5y9q1NSQkgMUjO3ezjLW9gZ/nCigLfuTGDGqrRW24n3VyEAFqy7wNWXhzMq3p8Z3cLIqGiiUmema4gXBrONogYLP54sJL2kgUV9I4nyUfLK8Hhe2dH6nfn0oBiu1zbTP9qvzfemxWZnxfRUxv9y2s0xQSYW8un4zjy7+QrLZqSy/KznVi+7A3ZlV7UT/na0ox0AiBQaEAjQXd6NOmUMuvN/elxOEd8fm95ZfaTsOKhV2ftNyMI6Y9PVIozxxlx8GU3Pe6lc9yK681tdy9SWZdFwbAURz+0g4qkt1B/5BXNZFpLAOHwGzUPiH4PdqCNwygfor51AKJGCUE7DibVoRz9JU8E5and/iUAsxXvgfchCEhHKVE5if7sIIOCVOo7mK3uwGxqQRaRgqchBGpKAsfA85uoCmjP2IVRoMBacx5h/jqhXDlHw/lCPdnqVG18jZO63LsLvMOspX/EI0X87jmPEozSlbcFcfAGvbuNwWM00pf1B/eGlhD/yK0VfTnRrmRBIFU5HBLsdgVCI2MsfsZdTONhSU4TN2IiuhaXe7dBd2kXoA8uxNVZiri6gduenSANiXPaFrWC30XR2A4qo1Da3+e+OdsLfjn8r1BusrWzJrHZnNrIlGo1WPj+cx29zevDevlzOFTcgFMDdSUG8OKwDU1ac4/N7OjO+c3Cb+1Lets0dWZXM7h7mURjqcF4Nk7sGMyDGmbW+mb1+c3RHjx/F+3KqmNcznB9OFraad1NM6nRhHSarHR+FhDqDmWPXa9HeyNbW6C0M66BkxYxU9uRU8dWR6xTfyCSqZSI23NeTRevOk1bSyLNDYpEIBZQ1mZi7Nt31nm4w6nhq8xVmdw9nYZ8Il/p7S4zooGX9+VKmdQ9j3q/pbtmzQ9dqmNglmLdGJ2CzO/hw/1U+n9CFwNuCJ00mC9uzq3jyj8suQh7jp+TjcUm8sTOL98Z0QioS8vvFMo/XoU+kD8M6aCmoM2Cy2THb7ASqpchEIqx2B1KxgDd3Z7XKzoOzR37TvF7IxUKP1og9I7w5VlDL+/uu0my28tSgWL6e1AWT1X6jLcSMUADPDI7jZEEdlS2O30ch4YMxnbhY1ugsFXY4sNgcfHTgGkunp3C6sI5PD13j+aEdeGt0AvN/u+CySQRQSkWsv68Hz2+5gtlmZ8ryc6Q9MxgBEB+gYsv9vTDbHOzKqmTluWIGxGj57HAeDgdEa5VIRUI3C8Glpwt5cVgcL2/P4ssj1xkU68dn4zsT769yWTjeDplYiEYmdtnE5VQ1u/QMGo1W5BIRL4+I57tj19mbW+1aT2ey8cnBa0hEAmZ3D+fFbRkeAwsZFTqsNgfxASocDmfQbNO8nvgpxRQ1eK46AGeFi8lqp3eED9O7hbrZAQLc3zuConoD2zMrWTGzG95yMbFaFZOSQxi/9DRioYAVM1I5nl/Hi8M7EOGjoKjewILfLuAtFxPsJUckhI/uTuJvN+z4yptMvLErhxP5dSyZmkJ+nZ7fL5Q57Ri7hQLOCqNQjZxHN15ys+n8+OA1Pr47CavNga9SjFYpc7s2t0MkFKCQiDBa7a2euZbIrtQR5i3njd3ZjEkKJNxbwfEbAalVacXk1+n5eWoyJQ0mavRm1qSV8PmRPKalhNEzwodvj7m3GszrFQG0vk4NBgu51c3MXpNOYYtqkK+P5vPH5Qr2PNiX7dmVruc/t7qZq9XNrJnVnVd3ZHG9Vo9IKGBcUhCL+kZx39p0utywu6s1WBmz5LRb5n5IrJafpiRzT+cgdmRV8vaeXIbEaRmZEECIRsZHB6+RWaEjxk/Jy8M7oJFL2HCxHF+FmA339WT+b+ddY5GKhDw5KIaCOgOJgSI2z+/NzqxKcqubSQxUM7JjAB8duMqJwnrMNnubQVaAgjo9tc1m/P7JFqJ2tKMd/9lwmA00HF1B+GPrMVw71arMXjv2BZqzDuM34hEAlIlDEKm12HQ1rbalvfNZxH4R1B34EUtFLj4D57mR/ZuwNddSu+MTRGp/hAovNL3uxVJfSu3uLwma8Smm0kwq1j4DDgcNkakETn0f7egnKV2ywCU0CFD1+6vIIpIJmv4xIfctpmzZg25EXeIfje+whyj6ejJB0z922vXVFKLpOwmxTyjKjgNpOrcRS20xXj0mEDDpLezN9R7JPoC9uQ6BSOI+0eGgbv93iHzC8O41iUaBgIaTaxFKlfgMnIfIy5/6I8vx7jeD+kNLnOuIxITct5jK319FGd8PTZ/pSHxCnJuz2zCWXMZcmoVQqqQtLyuhVEntnq9pPLkWaUgiYQ+vRajQYKnzHIQHMHtwBPhPwr9E+Gtqahg+fDhJSUluf4GBgf9b42tHO9xgtdtb9Wo6HNBosrYirHtyqsiq1PHS8A4smeaLxepg/9Vq7vr5FI1GK43G1vYhLRGglpIa5u3yq96TU81Hdyex7Ewx2VXupay9InxICvbiyyP5rE4rZv3cntyVGEhCgIoPxnbig/1XXR7ZqWHeTOgSgkAAJY0mNyX+cG85fy7oTbSfEqPVhkoq5sMDV0kK8mLLlXIW9YlCKRXx2/kSZq1Ow2i10yvCh1+mdyOzogmZWESYt5wgtZRnh8bRZLLROUjNhdJG3tyV7fE9vSqtmPm9I5jRLcylgQBOcvbqyI5sy6jk/X25HktlN10uZ0b3MLzlEt7Ync0LwzsQqJZhsdkpbTTSbLJRazAz67Zs9fVaPbNXp7Fpfi/yavR0CfHCS9b6dfRwvyimdQujVm9h5blionyVjIh3+mp/czSf4gYjfaN8mNM9goomM/takNKbOFlQx1ODY/nowFW3e2dc5yB251TxYYuKjQduuCv8NCWZn04VcrqwHplYyO/39WT1rO4cz6/jTGE9C/pEopKK2JlViVQsZPP8Xmy4WMYvZ4o4WVBHekkjySHefHMsnxe3ZfLemER+nOJUIr9c7hSJHNZBy1dH8jhX4hRtq9GbaTRa2JVdxfv7rlKjNyMWCpjYJZg/5vdCLBK6rt/XR66z+N6uPLj+ooto78utZmS8P2tmdedvO7M4kldLRrmOj8Ym8s5diR6V7p8dEodMLOTrY9dJCdXgLZeQVdlEjd6CVCSgR7g3SonIY/UHwBeHrzM1OZRDLfQERicEMLdnBGKhAIlISL3BzGt3xCMSQNozg4nzUyESChjZsbULxE0MjPZFIxdjtjkYEqdlarcwjuTVIBTAoFgtx/NreXVHFgkBalQSMaeeHERFk4n71qazfHo3EgPVqKRikkM1PLLhEj9NSWHzlXI2XirD4YBZqc52g/w6Pevn9kRntvLtseucLWpgZ3YV1c1mRsQH0C1Mw/HrdRTXG1FKRZQ2GDmWX+tG9m/i+T8zSH9mMGarnSHfHWf9fT0RCwUeAyETOgfTYLQQ5CVrVS7fEj4KMc1mG9XNZgw3AjY3NRMAjl6vZcIvZ3lxWBzhPgru7x3BJ+OSOJxXw/2/nXe735NDNMT7q0graSTcx709pt5oYXd2lRvZv4miegMbL5Vx+olBbLpcxrbMSkK8ZIyI98dfKeX5oXH4q6UIBQL25FQxZcVZ9GYbW+7vzdXqZmasSmvVVnMor4ZPD13jlRHxdA324lJ5E+dLGlmbXsKELsEsm56KRCigwWjhk4PX2JZZyafjkvjxZCHnSxvZvrAPRXUG1DfE9n5NL+WbY/ksmZrC7DVnGBEfQLi3nItljXx5JM91HmRiYZtVUQA9wn2o1JnaCX872tEOAMTeQdjNespXPkbowl8wXDuJPucIIrUWTe9pSAPjEAhFSPydZfMSbSRRrxyi9PvZGAvPAyBS+eE//m9IguIRylQ4jE2outyB7uL2NvfblL6F0AVL3frQwx5aTfHXk7HUlYJQjLrLSESaQIQqfxqOLXMj+zdhKrqIqTQLS20hMX8/R+OJtVgbK1DE9UGk1lL683yk/lGI5BpKvp9NxJN/YK4tQqTyo/jrya7tNF/ahdg/irAFS//yfLUi/AIhtuZa/EY/ReEnd2FrvKVxZMw/hzJxCJo+01HG9QWRBLHaH2V8f2r3fI3u4g6azqynOeMAoQuWINYEYK0rpfTHuchCk/DuM53qP9/3OA6v7vdQvvJxAMxlWRR9MZ7oN8+iiO6B4dpJj+uokkb85bH9u+NfzvCXlpZSVlbGvn23bBK0Wi2dOnUiKSmJzp07k5SURHh4+P/oQNvRDnD2/r45qiPH8+s4UVDnItEfH7jKt5OSmbMmzS2T2Wy20iPcm/FLz7T6mO0e5vOX+wpQy1gzqzvDvz/uCiTc/9t5fr+vB1uuVLDpchkigYB7k0PpEuJFo9HK2vQS7A6njVTmC8PwU8o4dr2G7yZ1RSQUIBUJKW8yUqs30yfKl0f7R/NI/2iK6g34KiXoTFZyqprJr9OTHOJNoFrKvckh9I/25bWd2cRolcxanebmJX2mqJ47fzrF1vt7U28wo5aKeWZLBntyq9HIxNzfO4Jp3cLc1M9vx/mSBsZ3DmJ7ViW1erNLkf+ZzVd4Y3QCd/10qs11D12tYVRCAA4H5NcaCNfIWX6umLf25HB/r0gul3u2NDNa7ezKqqJftA/9Y/x4anCsmx2an1LCnJ7h/JpeSnmTiZEd/Wky2dhwsYyPW4gMZlfpWJNewppZPSioM7QSMtNbbMT6KVk/tyez16RjsNh4pH80aqmITzyIFQK8tjOb98d24nTheUxWO/PWnueLCZ3ZllnBt5O68uzmK618698c1ZEH+kZxurAOb7mY4/m1DIzxY/HxAleJ9cQuwSQGenGlvJExP59yC1ANjdOy/2oNz7Wwt7PaHay/WMb1Wj0/TU1x6Qzsza1GIhLyx/xenCtuoOLG+bHZHcT7q3ntjo4opSJ0Ziurz5XQI9ybJdNS+PrIdbKrmonTKnl+WBzdQjVsuVLBx3cnkV7SQHWzmQf7ReGnkBBwg8S1VGy/HQaLDZvDgbdcQp3Bwnt3JWK22Xlkw0UajFZnVU2nID4Zn8SmS2UU1RsZkyQgylfBtJQwPjpwzfUM34REJODlEfEopWJkdgdVOjPPbMmge5g3Dhx8fTTflT0f2dEfb4WYQLGMRqOVVTO7szu7Ch+FhJKGBv4+KgGpWMi3x64jEQl5a3QCcX5KZBIRE345w/UblQ3BXjLeHZPIrqwq1l0oZUdWBckhajLKdXxzLJ+9uU6bRT+lhBXn2haWW3m2mEGxfhitdr4/7rQbfGzTJTfiPTDGj7/dEY/dARKxgG8mdOG1XdnU6t3Pg1Iqwk/pvN5eMrGrFH9QjJ9bdYfBYuN4fh0SUT2RPgo2XixjcJyWH6cks+lSORabnZndwxAg4P7fzrNyZvdW467VW9iZXdlq+k2sO1/K3B7hPDkolkV9o5AIhUjFQnQmq7MCYuU5t6DF3B7hFNTqqdCZ2lTOX5lWwtND4ti2sA+r0orZkVXBQ/2jWbTuAq/tdA8w+aukdA/zJkAl5cC1GladKyZWq0KuE/L5kTzX+9AB+Cqk7MlpLXbVL9qXAJWUj+9O4q6fT7UKsvSM8KbeYMHyj9T/2tGOdvzXQKwJwm/UU9Tu/JSiz+9GET8AeWQKdqMOc1UeyoTBSHxuVYoKBALE3qGEP7kZu6Eeu8WISO6FQKKkZs9X1O36DAB18p2I/SLa3rFAiONG/77YOxj/Ca8jkKsJnvMNDpsFiTYSS9V1Gk6spfnKbrxSx2PIOeoKMrSE7sI2JP5RlP3yACH3/4zu4g5q936LrakS774zUHUeSclP9wFQd3gp2jHPU7BsUKvtWKsLQCj2rIAPyCO7YbrRiy+QyPAf+xLymJ7Y9PXYmmoImvYR1Vvedeur12cdwmfQ/SBTIgB0V/agu7wLoUyNyMsfW1M1uvNbsdQVOwl/UyW2pmr02YfxG/Uk8ujuLjG/m9D0nYGlpgBb861vNJuuBn32IQKnvE/BB62do0SaQJQdB2KpKULsE4JA9J9XAP8vHZFSqWTs2LFcuXKF3NxczGZnxq+6upqjR49y9OhR17JeXl6uIMDNv7i4uP/Z0bfjvwpljQbyaw2UNZoI1cj5blJXShuNvLw9k4wKHUfzqtn3UD8OXqvhWnUzSUFexGiV1Bssrcj+/F7OEvZ/hIRANSefGMSF0gbOFTeQFOSFt1zCwj4RjO8cRM2Nj/Td2VV8cvCaK5tnstq5XN7InQmBPDu0A3f+eBKZWMhvc3oQqJax+Uo5JwrqGNc5GLlYSG61jq+OOImMWChg0/xe9P/6KEceHcCUlFAajBYe6R/F9Rq9G9m/CZvdwXv7cvnins6M/fkUFTey8Xqzjff2XWVfbjWfje/Mg797tvHzVUqI9lOyZlZ3FBIhcrGI7p8fps5gwVv+j18TGrmY54fG0cFfybqLZS7SGuOn4LcLbZdQXS5vZHJX549ln0gfpqaEsO6CM0r96oh4Pth/lYV9onhjVxbDOmjpGKDiua2tM9UWm4PXd2XxaP/oVuJuQ+O0zFmbTo8wb1bOSMXqcJBTqeNyeVMrUbObKG8yoZLeaumo0ZuRi4UMi/PjzysVrcg+wJu7c9h8fy9SQr3oEqwhNcwbk9XOL6eLKGs08ffdOSQGqnno94seBRvn947g2S2evezPFjdQXG/k/TGJLLphxbgjq5IdWZV0C9UwsmMA12v1pJc0cmeig/m/nXdbf//VamK1Sl4dEc+QOC0CgQCjxcbJgjo6B3lhsNg4eLWa5FBvmk1WGgwWOgerCfdREumjIDlEQ0KgiiqdmcN5NS4CKxCAwWpjbs9wLpY1YnM4eHP3LUV3uwO2ZFSQX2fgoX5RPLLxEi9uy+TPBb1JDvHi6KMDeGTjRQ7nOc9nSqiGH+5NJthLRk6VjnqDhXu6BCMSCvhg/1WaTLfOm0oq4vFBMcjEzuskFQnZmVVJtd7M+KWn3bK6309OplOQCh+FFKlIwLDFJyhtNDK3ZzjjkoKxOxxY7Q6eGBTNruxK/JRSrtcauevnUy4dD6dDgqNVgKIlKnQmhAIBA6L92JZZiVQkZMv9vTmSV0ulzsSUlBCUEjH3r7tAekkDAgHcEe/Pr7N78Pimy67KIalIyA/3JrvEH58YGEOIxikqGu4tZ+uC3kxadoY3RyUQ5CVjy5Vymkx2RiUE0jFQzWMbL6GSirkzMYBhcVrSSxr57HAeEpGAzkFercYtv/HMtwWFRIRYKEAgEKBqIbSplomZnBxCvyhfdudUUaUzMapjIB0DVXyw/2qrtqiW0JttWGx2wgPUPD+0A/N6RmCx2fl+clde3OYUQPW94RIRo1VS3mji43FJyMRCvjuWz96cKj4c24l+0b5MW3WOzAodHx24yg9Tkpm7Nt1NfyVUI2fZtG54K6R0DFDx6+wefLj/KmklDahlIub0CGd0QiAv/pn5l21e7WhHO/67IJSr8R/7ApKAaKq3vIMh9xiW6nwCJv4dr+73uPrKAawNFTRnH6Jm52eIVVrk8f1Qdx6JpakaS2mmi+wD6HOOErrwF+oP/uRxv5p+M5FHdiPi2R1ItFHYjA1UrHjUjdyqkoajHfMCust7MBaeJ3je95T8eB92fR3aMc+jShgMQhF2swGhSEpj2iaazm50kvG7X3T20Z/bRO3eb93EAQ05R1sPSCAgePbXmKuuEzr/R0p+mO3mRiBSawmc8h6lSxeCSEzYg6upO/gjVX/83bWM2DeUkPk/UbH2Wcxlt1pjdRd3II/tiU3fQOCEN9BnH8Gmr8dn8P04LEYq1jyDPvMAstAkt32W/jSP4Nlf4bBZ0F3aiUCqxKvb3ZgrrlL5e2s7eGPeaeQRKYQ/+QflKx/HWuvUc1EmDCZg0tuU/jwfRVwflAlDUHboj1jj32ob/874lwi/QqHgrbfeAsBms5Gbm0tGRobrLysrC73emTFpbGzk1KlTnD592m39tLTW/cztaMc/QmWTief/zGRN2i3yuOR0IWM7BbJ6Znd0Zhsmq40B3xwjMVBNqEbOobwaFvWJpHekL/2jfUkrbiDMW85Tg2MZ3zkYX+U/V7YZ4aMgwkfB3UnuH4JVOgtjWhCC26Ez2RCLhPSL9OXy80PRW2zMWZ3OhbJbGe9vjuXz0vAODIrRklGhY/sNkcGsCh1eMjEvb89k6bQUQjRyAlQyXtnedpb+WH4tYqHARfZb4lRhPU8PjiVQ7TzmSV1D0MjFnC9p5GBeNb0ifFBLxUT6Okt9m0xW3r0rkUc2XkIuETGpa3CrPuqbGJsURG2zhSFxWmqaLQyI9uXBvpH8eKqQsiYTMX7KNvuUEwPVRPgpMFpsBHnJ+XJCFx7vH0G1wU6EjwKtSopWJeHnqSk8tyWDCV2C27TfyqzQEX6bX/q9ySFcKW9Cb7Zx5HotL4+IZ+G689Qbrfw8JaXNcwlOW7mb6BbqLIf2kolbkemW2JdTzUvDO+CvkjqFH612Djzcn4c2XORCaSO7s6vYNK8X5U0mShqMLD1T6LLPi/RRetQhuImcKh0TugZx6OH+vLYri8N5tXjJxAyM8aNHhA9z16Rz8JH+/HAi3+P6eTV6Hvz9ApkvDOexjRfZmX0rC+olc/ZGb80o58Vtma5g2PjOQWhVEmamhnGupJ7UMG+eH9aBH08UsPlKOaPiA9hyuYIhcf4MidOyaJ3ngNLFskb8VFKXCvuUFWdZPqMbcVo1G+f1olZvwW534KOUYLHZWbjuIpuv3NLqGBan5ehjA3h/bzYxWjXD4/3xkokRIkBnsqKWOSsq/NXSVpUscVolwRoZGRU61qSVoJCIeHN0Ap2DvFh8/DqzVqdhttnRyMU8PjCGtbO7E+6j4KODV92e7bwaZ5/60Dh/jxlkgMGxWt7ak8OjA2I4ll/Lpsvl/HGlnL6RvgR7yfCWSxi6+LhLVM7hcLYKpRU3su+hfiw/W4RWJSUlVMPnh/I4ll/LvckhPDog2mWxJxWLGBLnx4Vnh/Dqjix+a/Fcbs2oICVUw9Jp3Vi47gIhXnIajFZXq85XE7oQ5NX6vadVSJmZGsZRD4EsgIf7RxHoJfc4z+FwVqLY7Q7sDiio19PBX4lIAAOi/TyuA05hUolQSEGdHoPFhkIiIlQj4/7ekYxKCKReb0ElEzFrdRpnW1SZ9I7w4acpKVTqnMHeALWMdXN60Gy2Ualzvm9OPTGQU4X15NU00zvSl6QgNaE3LFcDVDKqm01MTg7hxeEdMNvs/H6hjCkrzrL1/t6Eens+zna0ox3/nRBrAvEb/giaHhNxWM0IRFIQCrHWl2JtqkIgECEQS6n6401Eai0B41/DVHwJBwIcVjMiqZKqYyvctmk36jCVZqLpPZXG0+vc9+cbinevKeiu7MVuNSML7UTp9zNbZe/lUanYzXpMRRfRpedjyDtN2KJfQCDE3lxH9Z8fONX3b5QzqbqMJmjah9Qd+pmq31/1eKzSwDjsLcTzbsLvjscx5p+j/sgvKBMGE/74Rox5pzFX56Po0B95RFesDc7fbE3vqegubKP58m63bVjrSm+Q9C8pWTzz1gyRGIFEhTp5DIWfjXWNt27/YuRRqYQ9tBprUzWm8mwstUUIlT7Y9fXYjU3OloTQRLxSJ6BKHUf5kgVuwQS3YwvqQGPaHwRNfBNFTC9szbXYTXp057diKrmM75AFNJz8FUPOUUzd70HTczJIFci0kR639++G/59rFkQiEYmJiSQmJjJp0iTAKWh0/fp1MjMzuXLlChkZGWRmZtLQ4PyxNhjaFmlqRzv+CmeL693I/k1sy6xkctcQ4rRKMip1RPoouFLehMVm563RCQzr4I/ZaueHe1Nw3LAaC/WWoZD8n5fr+CgkBKikFJg939epYd4ASMRCInwUvLYjy43s38QH+6+y9f7eLOoTyfYbHu51BgsqqYiSBgMVTWaazXb8lZK//Bj1kUs8Zv9v4sDVGr64pzMWO6xNL6G62cTAaC0fjO3Ed8fz8ZJJeGFoHH4qKV4yMbO6hzEi3p8j+bW8NDyefVerW/XxT+wSTJSvgu+O5bPktNOCUC0T8eTAWH6aksLfd2fz9p2JHM9vXf4lFMCdiYF0+figU+F8REeC1BIalBJe3pnB0eu31lk5I5VqvRnhP7AiDFBJ6Bzsha9Cwuzu4Zhtdp7afMsmJ6OiiZUzuuMlF+MtF7cpZpcYqKao3nldA9VS3r0rkUHfHufbSV1blV63RHWzmeVnizBZHczoHkqUr4I+Ub5svK8neouNS2VNPLrpEjlVzcT7q3hiYAwWu50gtRw/pQSJSOCmMH4TEpGAvlG+5NcaqdNbeH9MJ3wVErKrmlh2poTHNl5k5YxuWG12ZvcIZ1znYGqbzXx59DpXym/1K09NCeX7E/luZB+cAZ57fjnD2tnd+fpoPnUGC3/fk0PXEC8mLz9HrFaJQiJkf24NXx29zg+Tk/FXSXlyUAwDvjnG4hP57FzYt02LR4DcKh1hGgXZVToajFZMVgd3/XSSo48NoIO/026t0Wjh0Q2X3Mh+iEbGA32dP7h3JAQ5+9ktNg7n1fDB/qtMSQ7lg7GdECDgx5NO2z+hAKZ1C+XhftEEqKU88cdl9uTc0nfYmlHBpK7OzLTZVnxj307LtldHxHNvsqwVqV9yupCPx3YiJTSWg9eqW12nTkFqFBIR54qdWeObcDjgREEdC/tE8sXhPI/Xt0ZvZndOJVqlmC7BXujNNmamhvHMkFg6+KsI1rg/91KRiMI6gxvZv4kLpY3kVOlIe3owO7MrWXq6iKkpoTw7JI6OASqPPvOBXjKGx/szIt6/lQ7GyHh/BsZ4Ju56s40/MyqYtSbNrUQ+2lfB7/f1xHHjvGR6sO97fmgcDSYLd3x5kiaTFS+ZmKcGxzC3RwRfHM5jfu8I7vv1vBvZBzhdVM/jf1zih3tTiPFTEqyR0+/ro+jNzqCBn0LC8hmpjE0MYE+ugE8OXqO00cjELsEs6BNJmEbOtG5hpJc08M7eXArq9PQI9+HUE4P+oe1fO9rRjv9OCIRCJL5hWJuqaDi+hurNbzlLxkUSNL2nEDDuVaShnbBU5lH0+d1u6/oOfxjvAXMx5B5zm1616U2Cpn2EOnUcjSdWYzM0okoagSKmF4b8NNSd78CQfw5rbVErsq/pPRWBTEXxV5Nc08wVuTSd20T447+jzzpM07lNbus0X95FucVIyPwfqNv3nUebQXXqOARCMdWb325x8AJUXUe7jkuffRh99mHk0T0QewfRcHwlwqGLqN39JaEPrETsFcD1v/fyeB5tTVU4LCY3YUNNz8lUrnkaeVQKEU9toXzVE1iqnIKzxoJ0dBe343fX81T9/grW+jJC5n5LyQ+zEYilBEx6G2lgHMaCdCwlVwh7YCVVW95Cl+4uhihUaJAGxOK4EQyQ+IaC3Ur+u4PQjn4Kfc5RN7s+Q95pand/Sfijv2EuvoIsvDPSf3Pi/z/apCAQCIiNjSU2NpaxY8e6ppeUlLiqANrRjn8VOpOFL4/ktTn/x1OF3Ns1hFk9QhnZMQAHoJaKCGqRkfrfcNYM9Zbz7aSujFt6ulU/6EP9ogjyutUyUKkz8cMNMuIJu7IrmZQcglDgLIPuE+lDzwhvLpY2MnHZGSw2B7N6hDEuKZi/tyiZbolHB0R7JAA3MSLen+P5dXzR4lyeLWpg2dkiNs7ryaRlZ5maEuISrPKSS/CSS9iXW82ys0XsXNSXNWnF7MutxlshYVb3MLoGa2gyWfn2eL5rmzqTjXf35fLYgGiGd/Anq1LHayPj+XD/NVffsUYu5rNxnVlyqhCdycbi4wVcr9Hz05QUntia7Ub2wemC0NFfTbSfEpFQ4LEUPyVUQ7BGzszUMDoGqPCWS6g3Wvj9vl5svlzGynPF+Kuk9Ir0QS0TY7bZWDkzlXuXn3WrGlBJRXx+T2de2+n8YXigbxTv73OWk6eXNDA4VttmhndgjB+fHLpGXo2e9/fnsvuBvgyI9iNEI+fbY/k8/+etd2BWpY5HNl7irdEJDIhSsPJcEZO6hrS6hmKhgDWzuvPF4TzWt3Ay6BSkZt2cHjzQL5LHBkRTozczY3Way/c9ylfBB2M7seRUoUthf1HfaMYt9azHYLDYyKvR08FfxdXqZh65YW+3dFoKR/JqaTRZuL93JM0mGy9tz2T7wj78fKqQN0d15LVd2ZQ2GVs5B7REiJecWsOtgIDebENvsZFW0uCqLKloMrHxsvMYlVIRX0/oQr8oX3ZlVzJrzSG36zQ5OYRvJnblwd8v0miy8vrIeIrqDXQKUvPFPZ3Zk13FQxsuopFLmN09jEldQ3h802VX283GS2VM6hqMVil1C1R8djiP6amh+CgkbpUpeTV6ThXVMyhGy76H+vP6ziwOXqtBKRUxo1sYE7sGM3dtOkIBdNCqeHRANL+cKXJVCUxNCeW+X9M9nhuAvTnVRPkq+NvOHKQiIQqJkFdGxNPfQ5bcYrPzXYtn7nb8dKqQGanhzOkRztSUUOQSUSsnk9vRMUDN4snJZFfqWHG2CAdOVf+OWjkRbQQay5uMbs4fN5FfZ+DQtRqSQzR8Oq4zP54sYGtGBTa7g2AvGS8O68D1Wj3BGrmrTaPJZOXtPbkU1xtRS0UIcApuesLhvFqazVZGdgxgxbliXhkeT6PJyvoLpVyr0TPm51Psf7gf9/163jW2Tw85n5/N83uREKBmRHwAPcJ9MFhseMnEqD2IhrajHe1ox004bBbqj62gcu1ztybaLDSeWIPDbMR7wByq1r3Uar26/YsJe2w9Yt9QrHUtft8ddip+fY6gmZ+j7DQca30ZzRn7sJuaUSePwVRyheaM/Yh9wwiY/A6ysCSw27HUFSOLSKbw41GtB2m3UbHqSfzHv+bxGPTZh3DYLEQ8+QelP81z9bkLFRqCZnyOw2bFVJCOOnU8uvQtAIjU/liq81upyxrzz7n+rR39NOqUsWCz4LCa3Ervb4elrsRF+NWp47BUXqMpbRNNaZsQewcTumgZRV9PxmFy6jE1HF+F98D5aO96jvpDPyNQaIh4ehsCkYSabR9QmXFLUw6hiJD5PyIQy2k6sx4AsV8EIXO/pXLTG4Q/tPrWpdPX47BZkIV3pWrTm63GaWuspG7fYoQyFZbaQnwHL/i37u3/vzLysLAwwsLCGDly5P+N3bXjPwwWm4NGDz3PN9FotBDuI0ctFRPkJWlzuf8NDI7VcuyxgXx37Dqdg70I81YQ4SMnKcgLH8WtsdgdoGuj9B+cH7sSoRDHjW0GqmWuMvCbeH1nNtXNZr6b1JVHN11ye/f2ifTh/t6RfHv0euuN48wQR/spmbryXKt59QYLH+2/yryeEfxypoju4T5u8wfG+vHIxkucK6rntZEdmZzstEcpbzLx9dE81/IhGhkP9o2iS4gGhwPyanR0C/Vm9E+nmJISwsZ5PZGKhdTdyJB/c+w6R/JulRDvzK6i1mBhd05rpf016SWsn9uTVeeKeWNkR17f1VrU663RCTSbbAyO1fLuvlx2ZVficDiPfW6PCJZNT2VAtK/rw14qEjGqYwCXnhvKz6cKyazU0S/Kl5Ed/dmVVcnjA2PB4SApSM07N7zSl50pYsXMVI8Z3g7+KrwVEvJqnOVwJqudqSvPcebJQVjtDlcA4Xa8ty+Xu5OC+OZYPr/O7sH1Wr2bCvz8XhHsy612I/vgbGH4++5s3hiVQJXOjAP4emJXlp4u5M+MCgrqDMxdm87m+b05lFdDaqi3q6S+LZQ0GNAqJVwFhsdpOZRXy91LbrVlLT5eQK8IH36cksLF0kZWpRXTO9KX1TO7E+2nYE6PMJacbu1z7quQoJaLXRUiAoHzfqkzWLhS3sSELs57qsFoxeFw2tatmtkdmUhAfp2Bpz1oG2y4WEafSB9SQjX8mVHBu3cl0jfSh0V9o5m+8hx1LXrtTxbUMS4piHfuSuSlFiX/WzMquKOjv1uQxWCxYbTaeXJgLA9tcG9R+OjANVJCNMRolQyK8ePh/tGYbXY2Xy5nwi9nsNod3J0UxNLThZQ0GNm+sA+rzhVzZ2Ig0b4KgtStrS9vIlQjZ1q3UGwOB74KCXN7RhDpo8Bb0fqd9v+x95aBUZ37+va1xj3JxD1ESJBAcLcCBUqLlAItXirUS933rrsLLRVaaJFSrFSwFnd3iRF3nYzr+2FgyJAJu/u8e5//2efk+gSZNc+sNbNmzfrZfbs9nlbF8ACsDje7L9ayJbuahwclkxL21yrXqWFqUsPUDE8NxQPIxALZ2dmUyxKptziRiUWEqWWEXkoKHi5uDOhCAPD4r2c59+QwBn22h1u6RPPjzB643B6Mdidf7y/yJmciWuoJLD5czNZ7+lNjuraLitvj7bJSSsV8c7CIMLWMx4ak4HR7mP/zaX47W8Xg5FA/B4miegvLjpby8KB2xAQpCVZK/a7TbbTRRhut4Wgo9698N0MSEk391s9bfW7D1oUE9Z9F7W9v+v1drItA03UsLmMNtrJzqNKHII/JoHL5oxhP/I4iqTsSXTg1R9ZSvdo7ly6LziBqxkeoO1zna5uXRWcQesMTiNV6cDmQRbVH128ahn3LWuyL01AFUgVRMz9BkCq8gbzHTf22L5CGt/POwne7CXX6YBp2f+etyF/SKhDkakIG34GqwzBvcO920rDrO6ShidRufI+an18hdt4PrQr7AchjOiKL6UjoDU/gcTmwXDxM3AOrAA8ucyPGs1sJ6jedhu1fAt7xB7e1icqlDyENS0YkkiKogjEe/wVT82AfwO2ifNFdtHv5KLpetyCSynE2VVP50zOEj38BSWiSb1NBokCV0qflGs0wHFlL7LzvKf9uHuoOw5BHtW912//p/OemKtr4P0OQQsqNHSM5EMAKC+CGDpH0TwxGcUnF+r8TjVxCSqiKub3jabK5cLq94l91ZjtqmdjXPquTSxiZFtailfoyw1LDaLDYmT8omevTw9lfWO8X7F/m410XWTS1K3/O68fW3BoarU76JobQYHFgsDq4d0ASv1+oatFC+/64Tvx+vrLFepfZlF3NHX0SWXe6pa2LRipmWrdYlh0r5fov95MZreXBAe3Qq2Q8ODCZnBojt3SJYnavBF7dku0TbeseG0S/JD0D2+nZnlfL09elIRUJjP36QMC2ZsCXDLgak93FW9tyeXV0BvsK6vhpVk9WnyxjcHIomdE66i12QlUybC4X72zLYeP5K4rjDpeHbw4WoZSJGN8p0m9dlUxCh0gtfxvRnl/OVvDNoWI/C7rByXo+n9TF9//4YCVVTTY23d2XFzZcYE9BHXKJiKlZMdyaFduiglvZZKPKaMPl9mBtxf/b6nRTY7KTGqpmxrKjvDIqgyeHpZJTbSQ9QkNiiIr+n7QU0ZnUJZrR6REM+HSPLyGmlIr5+/XtaadX8cnuizhcHtadruDQQ4MwOVxYHC4+uzmT9WcqOFtppKLJ6vdZdI7WseRICSmhKlRyCc8HSFIcKm5gZ14tg5P1yCVeobz4IK/+wouj0rlYZ2ZrM7u9MLWMb6Z25fkNV9a6o7d3fMXj8XZmXCZIIUG4pOx/pLiBAUkhrD3V8py8zKKDxdzeK54TZQZqTXZevD6dv2264BfsX+aXs5XM6BGHVi7xVZUdLk/A64ZWLmFMhwhGp4e3+M4eK2uke1wwg5JDmfDdIb85//RwDff1T2LK94cx2rwdE6+OSWfa0qP8Orc38wcnM2fF8YDHMiEzipPlBm7NikWnkKCVS1BIA1/T5BIxs3vG89u5wMr6N3SIYN3pCladLGfx4RJ+mNaNSV2ifQKH/wjFpetWg9nOMZOKxz7aTWWTN1HRLymEb6Z0JSNCi8HWelDu8Xi7Uz6a0JlpPxzl871XOpwkIoHvbs3i7W0tXTLcHq/9apCy9duTCI0MkQAjv9zve//zas0cKGpgalYMz41I43ipgYSrND0Afj1XyW3dYogJavlYG2200UZruC2NuM2BXWvECp2f5dzVOJuq0PW+BUddMU2HVwGg63MroWOfonzpfEJH3I+62zjEYgm2svM4GytBEIiY9BpFb4/Ebb1yT2cvP0/R+2NJmL8ec/Zu5LEdCR/3POXfP4CzzjuiJkhk6Ec+SMTkN6j66Rn/fVUFU/z+WN/MvR+CQMKjv1H0/ljksZ3Q9bkVaVgSioTuSPTxxNy+kLo/F1D3x6fgcSNSBRM65jHcdhPOxkoEqZyGvd+jH34/NetfbbG8PLYjIlUQIcPuxlZ2DnlMB8w5+yj5/DZwOZCExBB6w5Mou0/wBfzKlH54nDacDRXYSs9iPPEr7V4+SsO2LwK/2R43TUfWoe50HeZz2xEpg4i54xuk4e0Qy69c98W6cOTxWXgc1xo394Ag4DY34jIG1rj5T+EvB/wTJ06ktLR1te022vh3YXI46Z+kJ0orp6LJvzoWqpIxOj3imtXzfycNFjuHihvYc7GOT/cU0GTzWpHd1DGKN27IIOOSInaQUsqbYzuyLW8XtqsCv26xQXSJ1iERCZjslWzLrQlohaaQiLyt4bsLmNw1mg3nq1DJxPxwpITxnSPpkxDMr2cq+WpyV8oNVlafLCdcI+f2XvHIJQJrTgW4uF/icrfAtO7+dpoX68wMWbCX50e0p3tcEDk1RoamhPHkr+d8M+7JoUpWz+7FoM/2+FWPj5Y2MnLhfg48NJAQlYy4IAV5teZWK4Lg9R2/PNZwNTvyaglWSHC43aSFKnl1TAYPrjnFfWtO+bZJC1Pz8cTOHC9vauHM8NX+Ih4ZlIxW0bKid6aqiVkBArGd+XVsulDNHX3iGNQujCqjjY93X0QlFfPI4GQ+u7kzMomI1/7IYcK3hwK2szvdHmTiayejbE43jwxJ5o4fT/DI+jM+AbOXRqdTUGducc7IJSJu7xXvp0YP3ur007+dY8XMHqw4Xkq10U6dyYZSJuaL/YWsP1OJSiZmbu94XhmdQWWTjVPlBl7ekk1csBIBb+v955MyWXq0dfu5xYeLmd0rjsomG30Sgnnh+vYopGJig5Qsn9GDMoOVM+UG9Go5YWoZr/6RzanyJuKCFDw5LBWlTMzdP50gUiuna3SQb90IjZwJnaK4uUs0a0+VEx+soNLYemtgZZONkEsV2lC1DJVczC9nW09sbc2toW9iiG8kY0xGOC9vyfHb5vr0cCI0coKVUj4Y35m55Qa259Uil4gYmhrK9txaOry9jeynhrL7/gGcrmjiTIWBTlE6HG43s5Yf830PTpYbMNldCAiY7C46R2mZ2SOW749c+S0VBPj79enE6BS8tTWXRy91M6hlYp4dnsadfRII17R0FOmXFEKXGC0ny/w95UNVMiZ1ieamZp0Zd/10kv5JepL0qoDvi8HqQCISWsz3HyltZMYK/y6HfQX1DFmwl4MPD6JfYkir73X7cDUqqZixHSLZfHdfvjlYRH6tmW6xOu7qm8jzG85zMoCmCVz5ztzQIcKna9Kc12/I4IlfzgYUTP3xeBlr5/TC5nRzqLihxeMysQiBa2uBtNFGG21cjUiqAkEUcPbdWnwSVacRAW3xAFRpA3DZTKgzhqDNuhE8boxn/qB2w3uEDL4dl6kO09Gfadj1LbidaHtMJPK292g6+rNfsO/D5aR+5yKC+kxF2/NmShbc6muBB/A47dRueI/I6R8ij++Crdh7HVe06wkQONgH8HhwGqoQB0VhKzlNXcMHJD27E0EsIf6hNZR9Mxdb8ZV7Lnl0OvKYjjgbygm57j5kEcnYK7IRpApCb3iCuj8X+PZL3WkEoaMfo/SzKbiMtST9/QAVSx7AevGQbz1nfRmVS+cTfccilMm9sVw8TOjYJ6jfvpDYe5dR+uUsXIYqHFX5Pg2AQDgbyhGrQlB1HI40JA6JRo9IofHbRqIOQT/ifqxFx1vtztBm3YTpjLcDQJD8Z3eD/eWA/4033vh37kcbbbSKSBBYdKCIb2/NYumRUlafKsfj8TC+cxRzesXzwc483hyT/v9k3xosTvYV1PPG1lzf31JC1SSEKC8FHt7soFomJjVUycGHBvHchnNsvFCNTiHh9l7xzOuXRKxOgVIm5uXRGTTZHBxffUVoTiuX8OrodGKDleTVmIgLUpCkV7HkSAlHShqZ1i2W3gkh9P5oFwqpmMeGJDMkJZRHhiQTrpajkYtptDjpcVWrfnOuSw2jsN7Erd2uBPw2p4v3d+RR0mjlntUnGZAUwkcTOtPn491+M/Tp4Vr2FdTz9ZQsRAJIRSJ2Xazlq/1FNNmcfL6vkA/GdUIQBMLVMsakR/D7+ZY38dE6b3D4w/TunC5vYu3pcs5VGtGrpNzSJYYecUGEKKXc2CESqVjE3zdeYMNV1decGhP3rj7J30a0586fTvg9ZnO6MdhajoY4XW4+2xN4FALgi30FrL+9N/esPsn2Zu3B+74/QqhKxvb7+rHxfFXAYF8pFROhkSMTe4UbLydJwPu5TsyMIjVUTYRGhlom5sBDA1l5ooyvDhSRV2vmWEkjN3aMRCUT+wU3N3aMZNXJ8lYdC77aX8j0bnEs2FvA/CEp9Ptkt5/Y4LO/n2dNfDn39k9iS041v93ZB7fbw/RlR/l6ShYf7cq/5sx3o9WBSBDY88BAkvRKP72McI0clVTElguV3Lf2NJEaOXf2SWBev0RUEjEeoLjBQt/EEL6e3JX4kCsZ9yCllI8mdOZ8lZGKJhtWp5u+CSGsPxM4iO+TGMLpiiYyo7VEaOTYXW5EgoDXkb0lIsErLgveMRi5ROz3mXSO0rJwUheClVLcbg/fHS7mi70FdI8LwuHy8NmeAt/n/Nu5Kq5PjyBGJ+fj3TV8faA4oGjhhSoj7UKVpEdoCFfLeGpYGnN6JbC3oA6dXMJ1aeEoJCJGLNxHYbMklcnu4rkN5wlRSrm7b2ILwcrYICW/zu3DsqOlLNxfiNXp4oaMSCZ3jeHBtaf8EmsWh4vcGlOLgL+4wcLv5ypZfqwMtUzMS6Pao1NIqTba0SulPPFLYN2daqOdbbk1jOsYxfTusSy9SlBVEGDBzd73sbLJhk7hvS6Z7C5MdhdnKpooM1gDrt0hUkNOjYnlx0p56fp05GIRP5+pwO3xfn43Z0bTP0nPna04QgDsK6xjXKco3tnesoNgSteYgAmUNtq4jNtpwWWqxG03IJKqEasiEMlajp+08X8LsS4CbfeJNB1Z3eIxy8XDREx9i4btX+K2+CcyRQotwQNnU7PhPd9ceXN0PSdRs/EDLLl7r6yXd4CwiS/5zclfjbXgCGHj/46t+KRfsN+cui0fox/5MJXL5qNsP5jwG5/2tvRfA0GmIvbe5Tiq8lF3vA5ZWCKWsnOXHAGuBPvKtAGEXv8wZV/N9ktKqDKGoh/5IOYLO4m9+3vE2jDcpjrMOXsoWTAVt8WAMn0wHrvFL9hvTvWaF4ic/iGCSEzDrm8xHvsFe9l5Im55nfJFd2IrPY0yuQ+W/MCaROoOQ1DEdb7mcQLIIpJBEKHtNbnFZyNShxAybB7Fn0xCFpmKWBP+D9f7n0xbS38b/+NRyyRMyIxiwreHuKVLNF9O7oIA/JFTw83fHebp61JQigO3S/87qTXZqDPb+fRSsKiUivns5kyMNidrTpVzrLQRnUJCmFqGy+3BZHcytkMUP0zvToPFgQeI1MhRNAusJCKBKqOdl0enM71HHGtPljO3TwKvbMn2q1aFqWUsmprFK1sucG//JAZ9tgeVTMzyGd358VgZh4obabA4OFBUz+NDkhEJAiJBYGaPOL4/4l+51cjFvDw6nXZ6pc/rG7yK882dET6ekMk723NbCOY9MCCJ/YX1PPXbOW+HgwgmdIpm5cweTF92lB15tRisThRSMUFKKR9O6ETRd2YuVJt87eS94oNYNLUbH+zM57dzVWjkYu7uk0iXGB21ZjtLDhVzoKieo6WN3N0ngUqjlR9PBBYoLKizoFFIUErFfnPOIgE/D/HLNFgcNFha14iQiUXk15n9gv3L1JrtvLcjj8W3ZXHjN4cQCXBv/yRGZ0RgsruI1cmRiQVighSsmtWD677Yh8nu4u6+iYxKD2fZsVJ+PVdJucHKhMwonv49myCFhO339UctFROslGJzurmjdzx/5NTw0MB2hGvkBCuk1FvsHC5u4HRFU4v9yqs1cX37cG7pEs13h4oDOgscLm7E5fKQV2tm7alynhiWwgfjO3Ohqom9BfX8/fr2LD4cuMo/NCWMIIWEUJWMcHXL4Kne4uSVP/JosjkxWL2z30ark0Uni9l1sZYescF8OL4TiSEt26rjgpU43d4Z9bRwDSFKCb/e0Ruzw4VMLCKn2sR7O/KoNtm5f0ASL2/KZs3sXkRq5ZjtTm7tFsOSVvZ7VHoEB4uyefemjqSGqrE6XSy+rRtljRYGJOn9FPGtThfHShpptDrZluv/2T81LJVOUTomLT7My6PTOVXe1KIL4zLROgX3929HlFaOSiahY5SURJuSrjE6VBIxCpmYP7Kr/YL95ry4+QI3doxsYTl5+b16bGgKt3SNxuJw8dLmbG785kDALhqT3YnH40G4ZDdZWG9m2Od7Kajzvu67N3XkhyOlLNhbgNPtYcXMHgFdRS6zPbeWUekRvDwqnfv6J5Jba0Ytk6CRiYkPVhKmlpJfZ6bKaONkmYFgpRSdXEKERopEJOftsR2566cTlDReCfxjgxQsmpLFLUsOU9poRSUV8/R1aTwyJJkmq5NQtQyZWERujQlBaKEh5SNEKeVwUX2Lx3vEBTE6PRy96j+7UtPGvw+nqYLGQ+9gOLUQXHYQRKjbT0E/8A0k2n+H/G8b/ymIlVoip72Pozofa9GV8T2xJpSYO77GcPQXEp/aStXKpzGd/QMAVYdhhI55Ao9Y4mvlb44sMhVHdR7WwiMEDZjlrf7jnbO31xYhCYlr8ZzLSIJjUKUNoObX11vdxlGVjybzepQv7MPZUI4HDyKFFmX7gViyW44KCnI1Un0cDbu+JeymZ5GFJWKvLcJjbsSSu99v27CxT3o7C65yqjKf3448JgPwULXqWYIHz6XqxydRpvQl7ManERRaVGkDMR5f3+p+O+tLkUWk4mqqRpnYHfOFXdgrshHJ1YgUWuq3f0Xs3UsofHtEix8CaUQyyuTera59NbLwJKJmfoKuzxTqNn2A29yAqsMwtFk3UbHsEQBi7v4eWVibSn8bbfzb6RkfzICkEJYeLfWrJnWJ1jEmIxJ7QzWEBV1jhX8dpY0WTlc0sSu/lhs6RNJ4aX7605s7882BIvYUXJnz2X2xjk5RWl4elU6kVsHHu/K5f0ASMokInVziF+zXGG38fr6KlzZnc7HOTJBCwrx+SSgkIo6X+bf415js3LHyOLvvH+CzInvmulTkYhGDkvUcLGogK0bHCyPb43K7mbPiOPUWB+/c2JHByV344WgpNSY7A9vpmdMznrRQJXrNlWDfbHdibFYNH54aSkWTtUUL7oi0ME6UGXjljxzkEhEvjEyjd0IIlQYbdpeb3+7ow8e785FfmpN2uz3YnG4WTOqC1eEmVC2j3mQnTCtn6IK9fhXSw8WNjEoPZ0xGBL9eaus9UWbgpo6RmOyua44GVBisBCslfgH/LV1iiNTKsDldlBtsmB0u1DIxlU1WxmREsCFA1wHAvH6JLDvWenv7qpPlzOwRz9o5vfDgYc3JCsY3a7XvEKnhxxk9SA5VcfKxIRwvM1BUb2HS4sO+NQ4WNbDoUDFLp3fn6d/OMfDTPRx6eBDhGjkGq4NHBiUzsn04D6077QvQEkOUvH5DB5YeLWnR9twxUktZo5UHBiZx0zeBM+jg1W4YkKTnm4PFPDCwHWMywnnk5zOUNFqRScR0jNRw9io9CIlI4OnrUhn2+T5cHg8PD2zHrd1iUUnF1Jkd5NQYsTvd/DizB4eL6hmRHu4N1GtM9I73iksuPVJCv493s/Guvoxo3zJrLpOIeG5EGg6Xm5XHy/hsb4EvOdQlWscP07ojEwvoFBLWze3lS1SpZBL+NrI9my5U+2bOLzO9eywxOjmf3pzJ4z+fYc8lBfhgpRS9SsrFOgsfTejk214hEdMjLojNVzkyhKllZMXoMNpdnK8y8vPpCqZmBU4yBCkk9E/SkxCsQNFsfl4tl9BcRu/q73dzqox2LM7AI0tGm5Nd+bXcs/oUS6d1Y19hfcDvhVQs+LQLdAopdqeLT3Zd9J1L3WOD8Hjg42ainzVGG+1CVIzpEMHI9uHYXW7kEhHbc2v5Yl8h6REaXvsjG7cbhrcP45UtOeTWeKtMQ5L1fDihM3/feIH1zUYsQlUyvrs1i/hgObUmB1/c0oU6s4OCOjNdYnR0itLidLkZlhLKkdJGihqtFDWYqTHa2FPQwKkKAyfKDDw0sB2j01v/zvaIC8Zkd7Jqdk8WHSzC5fZwS5doBiTpiQlS+F1322jjMm6HmcaDb2E48RkAYk0swb2fQayOwlqyA1l4JmJ1NGJlGE5jOW57Ex6nBZEiBJE8CLH8v+cepI3/d8jCEoh/9FccNQVYi08iCY7xWrxJFEgNVRR9MJbgAbPQj5qPJCQGsUKH2+3A1VQTMEOp7jQS4+ktxD2wGsOB5ZQunIHHaUcakULYhL+hybwew/6WwnsAwYPn4myqQZXSl8Zd3wbe38g0zLn7KP96ru9vqoyhRM9ZSNE7o3DWN/vdEomJnrUARGKsJaexV+SA20PNhncxntxA1G3v+jaVRiRjr8pvEexfpmHP98TPX4+9MoeGXd8Sd/9KbGVnadi9BI/Dgr38AsGD59K453vslVc6ZOWxHQkeNBdJaDyCWErTsfUIYjFx966g9Itp2KvykARF4WgoQxqRQsLjm6hY+jD2snMgEqPtMZGIyW8gi0i55ud4NdKgSIJ63YIydQAeayPm/EPU7/ia4IFz0HYfjywy9Z9a738ibQF/G/8RJIao+HpKFrsv1vH9kRKcbjfjO0V551KDFRRWtV6J+leSX2ti5ML9XKzzKrH3iAtGIvIq4FvsLr9g/zJnKpo4VW5gSIqeQcmhvL8znwaLkzEdIugWo6NdqBqX28O6MxXc/dOVNtVGq5O3t+VytrKJZ65L4+Ut/nZ81UY7pQYr5QYbapmY8Z2iGP/tIS7WmZnUJZqxHSMx2pykhql5cmgK7+/M5/FfzpIQouSWLtFo5RJOlBn4fN9FFtzc1W/t4gYLiw8VMzEzikUHi7m3fzu259WQGKLyCwBn9Yxn/s+nkYq9quqLDhbxSrOZ6CS9klWzehKklOJ0udlXWM/kJYepuqTWLhEJPDrYO4IQqB1604VqZvaI87NOM9ldCAItKvjNaadXUdtM5Xt4Whjv3tQRo83Fu9uz+WJfoc+Oa16/BO7qk0hqqIrcSwr7l9HKJQxJDuVoAE2Fy0hEImJ0ciwOJ9vz6vnhqtn3c5VGbvj6AD/N6olYJNAlWsdtPxxtsY7N6ea538/z4IAkHv75DK/+kc2Cm7uw5lQZsUFKJi0+7CewV1hvYfbyY/w8tzdbc2p8ooCCAM8OT0MrE9Nkc/qSLYGQX7LRszhcGG1O7lt90ue5Pn/dab6f1o21pypYdqwUi8PFgCQ9r45J582tub7vwGO/nCVIIaFjlI69BXVsvlCNSiZmevdYxmdG8f6OfI6XGUjWq5jZM55VJ8roHKXl9l4J3LP6JLvuH+DXWQIgFqCqyU6t2c6Hu/zHLU6WG5iz4hif3ZzJulMVvDY2AwCHy4XJ7iZUJWXX/QNYfbKMdacrCFZIeXBQO1JCVXy0M58vDxT5jUJ4OzwcHFc3Yra7fMJ2IpHA7F7xvLcj329cY1KXaFafKmd0egQAK0+U8ePMnlysM/u5ToQopfx2Zx9cbjfz15+hyepkevc4esYHEXuVYFzaNVT0dQoJ8lY0IM5WNrHoUDHvjeuIVCzw+c2ZTPjuUItRj+eGp3GgsJ5+Sd6Z+2qT3a97Y27veN6+qv19+fFSls/ozrs78rj50pqCAGM7RLJihjfh8sHOfL6a3JWbFx/yu5fdkV/HyIX7+XpKV7+Av9ZsZ+7K4/xye28yIjR48F4DBEEgTC3zdR8snNyFJqsLm8vF+G8PcbzU//q++HAxa+f04mBRQ4vrxv0DkjhW2sgfOTWYbU6m9YgjXC2jd0Kwz/6xjTYC4TJXYjjlFQoTa+IIG/kFtdvm42y4EpAoEq4j7LoFuKx1eBxGXLYGnEV/oojphycoBYk64v/V7rfx34Q0xBvkK5N742isoHrtizTuWwoOb7dS3eaPUKb0RUCg+udXcNSXEDEpsLo/gkDwwDlUrXrWN2cP4KjKo/zL2SQ8s4PIGZ9QuWw+uF2+54QMvx+Pw4rH2oA0IhmRUtdilABAP/pR6ja+7/c38/ntVP30DAlPbMJ4dB3WohNIQ+NRdbiO+j8XYL6wg4THN+G2m3HUFNCwdQGx835AkCp86vtiTSjOhtZtoH1z+x2uQyRVUbPhHaz5V4oP9X98iun0FmLvW0njnsVYC46g7jQSsTaMui0fY6/IQRbVntCxTyFWBoFIRMxd3+Ey1+M01hAz9yskQdHIwhJJfOpPXKZ6BLEESVAUYqWutd36h8hCooFo5NEZBPebjiD67xcD/3fRFvC38R9Dkl5FtFbO0JRQnC43ikvz0R6Pm9Yd7v911Jvt3P3TCV+gA7DhfBU3Z0YTppZdUxRv1cly+iWGMObrK/NG3xwsYkBSCD9M645IJPDs74Ft2349W8ndfRORiIQW1bv8GhMD2ukJUkp4cdMFLtaZeefGjlQZbcxcdswXEPeKD2bxbd24+6eTFNVbeH9Hvm+NX+b2xuZ0oZJ5A50ao43P9hSwcH8h6+f2ZuN5r97At4eK+ezmLn5VNblERJ3Zwcwecfx2rrJFxa2gzsK4RYfY/9BATHYXo7864BekO90e3t6eR1q4mm6xQRwrbRlYb86uZkC7K3PcSqmYpUdLuKN3PJ/uKWixfbcYHZ2jtex7aCDVRhtxwV47NLFI4IE1p1h27EqHSJPNybvb87E5PSyd0Z2v9xfx44kyrA43N3SIYF6/RO5bc5IXR2Xw7aGWdnPgnQn+aNdF7uiTwBf7Wu4PQEmjlewaE4eK6hieFt6qV/2FaqOvdXvD+WqqTDZsTjdrTlUEdDZwuj0sPVLCpC7RLD1aSqhKxptjM/B4PLyw6QIi4I7e8bzyR06L54JXC+D+NaeI1skRgK25tTw2NBWFRES9xcHE7w4xoXMUX03ugvSSJdsrW3LYmnvFOjFEKaFXQgi3LD5MTs2VOcJ1lyrfXaJ1LD5cwokyA2tPV/DBuE5svFDF/QPa8f2REuotjhYBf6RWQZ+EYIYv9G8hbP5+AgxLC2Pj+Wra6ZUY7U5ECHx1oIj1ZyoZlBzC09el0jMumNhgJT8eK6XCaG9V9yArWtdi5CNJr2TT3X247YejPsHQKK2cQ0X1hGu91nQOl4fpS4/y4vXteWRwCnk1JsI1MnrHB/PLmQqeava9XnWynC4xWn6d28evRT8rNohgpZSGAO4CDw1s1+L9AW+ioqjeQmKIkjkrjmO2u5jYOYrNd/fli32FHC8zkBiiZG7vBI6UNDC2QyRKqff4PB5wNYvQwzXyFiKXPWKDvd71J664JHg83uuR3elictdYZveM45PdFwO21teY7JypaGrxva42ehM5f9t0gWqTnZszo5jWLdZvrl4plaCUSrA6XHw9uSs3fH3AlyQEb1dGol7JofmD+PF4Kb+erSJSK+OOPolEaGSsPVVBUoiS3gnByCRifjhawtDU0JY72UYbzXDbGsHt/Q6G9HmO2q0P4WzM99vGWrSVxpML0aRNwlF3DoehCHlkDzweN05DIWJFCIK4bWTk/wKCWIJYHeq1anNcGU0KGX4fLnMD1etfo+nwKuLuX4k5Zy+Kdj2xXjzst4Yl/xCarBv9gv3mVCy6k8gZH5Pw6O846ooRRGLk8V1o2P4lUn0cpZ9PRxqaQOy8H6hYNh9Hlfd8FWRKwsb/DZehClvJ6RbrGo//QsiweRgO/oQ0MhXLxcPUbvzAJ0hoKTiCruct1G16D3lcZ5yN5TT8/haxd31H2ddzcVTlIx/5UKvvjTQsEXvFBZqOrEXbe4ov2JdGpBAybB6q1H4IMhXGM5uxFp8geOjdOGqLqFhyv28Ne/l5yr++nbBxz2MrPYM6czSKxCwSn/oTWWQaIqn3N1gaHI00OPqvfGT/FP+bgn1oC/jb+A9DLhW3mGV1/TcJ9Feb7H52YwDfHynhx5k9yK42cray5Sz1ZVweD6FqWYu50z0F9aw8UcbojAhqTC0r3JfJrzURoZG3ELpKj9BSabQRFxTBxO8OMShZj83pbiFWdai4gbtWnuDNsR2YsezK7FmPuCCqjDYmLznMoqndSAhRUm9x8N3hYhwuD/NWneTLyV3weDx0iNCyK7+W18Zk8NLmbJRSEREaOXKJiHGdopi+tGXVGqDMYCWv1sTp8qZWK/Kv/5nLa2MymBZgDbEg+OkGHCttpNxg5ZHBybjcHr45WOwLoEekhfHIkBQuVBrpEqMjWCmBS/ZglUabX7DfnC/2FTA8LYxas4OPJnRGKhLYdbGOyUu89mphKinTu8Wy9KrnewOqeAZ+uofhaWHX9LivM9u5sWMUpn/gKHH5SLVyCU6Xh3Z6NV8fCJxsADhRbuDryV2YmOmd415yqJiHBiUjl4jYV1DPu+M6sepUeQurxildYyioM1NvcbBwbBdOXGorf3NrDotv68b9a05RY7Lz04ly1p6q4JHByURo5H7BPsAz17Vn0YEiv2D/Mj8eL2NC5yiCFBLf6MtzG8/z69ze1FscfDyxMwqJCKfLTanBioA3iRSpVSCXigMGwJc5UtqI9JKQ3e/nKjHYHEzuGsuSIyXejpnTlaw7XUl6uIYt8/rSIUrDHFk8P5+paBGgikUCDw5qh+yqbgiZWMzg5FAOzR9EldGOy+0hSC6hosnGuUoj/ZNC2FtQj8Xh4qnfziETi4jWyZncJZqUULVfsH+Zk2VNLDpYzHPDUxFfqtwnBCvZek8/bvzmoN93fHr3WO7rn4S0WYXfaHNSa7Zjd7qRiAR+OFLiE3Rce7qC89VNvH9TJ2KClNSY7Cw6UEiwUkZm1BXRsTC1jCldo/lyfxEA5QYrKaEq8pp1uAxvH8aEbwOPg2zOruHBQcmIBPjqQFGrn9Gh4gY6RGhaJPKyq02cqWyitNHKsdJGPttTwPb7+tM+3F9F+WxlEyuPl7Hhrr4U1pu5UGUiPliBVCxCLhYRE6TkiaGp3NM/CTxeF4Y+H+3yJXW+OlBEWpia3+7sQ1gArYk22miOSKoBBASxDJEipEWwDyANaY8qbgiV68Z6EwSXEKujiRi7AqepAqku/r9xr9v4f4lYriR4yB3IotpTvfZv2Cty0HS5wWsNd3iVty1KEKj99Q1i71lK5fLHsJWe8T1fFpHSIgnQHHtlDh6bkeJPJyMJiUWk1hN717dYCo8hDU3AZarDZaqjcvmjhI55HElQNLgciFTBiHURXHwhK/DCHg8ehwW3zYTxxO947P7djfayc5hyduNBQNPlBgyHVmMrPkXVqueImvExHo8bWUQKsugM7OUtf+dCb3iShu1fYSs7h7b7eAB0/aahzbqRml/foOrHJxFkKoL6Tyd01KMgiCj/9q6Au1q78T1i71lGySeTSHnzPPKotH/wqbQRiLaAv402/iIWR8uqrM3pZvrSo3wyoTOze8YFFHYDGN8pin0F9YxIC/dZgl3m830F3NgxMuDzLhOslGKy+wvL9U0ModpkIzFEgVQkwu2BOb3ieea3cwHXKGm0IhIEkvUqrE4307vH0i9Jz+zlx2iyOZmx7AhrZvfCA77Atajewo3fHGRiZhSvjclg6Od7Gd8pij/u6QsIHCis47asGNweT6tVa4D8WjNFDeZWH79YZyY9QsPQlFB2X6zz62QYlRHB3c0U99/dnsfPt/eizGDF5HCxYmYPHJfmi/cV1HPr90eIDVLwzdSu3L/6FCfKDYzNiGD+4ORWX9/h8u7/mlPlrLnK9z02SAEITM2KYXj7cFadLMNoc3F9+3A6Rmk5XtrIwHZ67C6Pn8f71YSqZMxbdZIfZ/YI2K0BkByqoupSJfn+AYnIJAKrTpaRGKLkaIDuB/AmHb47XMLCfd4+l2GpoYSpZRwoauC+/l4NiBevT6eyycaG81Xe8Y/OUZQ1Wnl3ex5v39iB4amhDPjMqxC8K7+OGK2CX+b2pqTRitXpIlgpRSMTM/qrloq4mTFa3tmR2+Lvl/n9XBXDUsNYd9rbAWO2uzDYnDy/4TwhKinhahnZ1Sae/f0cISopM3vEkxGuIVwjQ6eQYLAGfj+zYnSsPlHG4RIDGREabu8dT7nBysTOUaw6eeUzvFBtZNfFWsZkRHC0uJGFk7rwzO/nqTXbEQSY3CWax4emEKkNHBAKgkBskNLXhl9Yb2ZSZjQzlh3jm6ldWbCngI0XqvB4wO3xcH37cOb1S+Ktba2/Jwv3F3BnnwRigryV+9JGKw6Xmw139aHGZKfJ6iQlTEWUVkGoWuZ7Xl6tied+P8fqUxW43B4GJev5ekoWb23NZU9BHVO6xjCpSzTPb7zAkRKvaOi9/ZK4q28CsmYaAgqpmEcGp9BocTCpawwysYhvp2ZxttLI+zvzyK42YXW4WxXFA2iyOqmz2InWKjAEso0CYnQK8utafu+T9CqqmtktVjTZeHNrDq+N7kD0pfek0eLAaHdRarDS7+PdBCslDEsNo2Okhq8PFOHxeJiSFYtIJBCkkJJXY2LK90dadHDk1Jh4ZXM2n9+S2cJ2sI02miNShqFsNwZbxSFc5sD6EEE9H6dm6/1+wT6Ay1RO7baHCb9h6X/HrrbxPwiJJhRdjwmo0vrjcdpx1JXgqLucpPcmpV3GWkoXziR8wt+RBEfjbKxAEhyN22ZuEWw3R5Ap8Vxq5XfWlyKyNnkdAW55HVvpaQSZCo/djL0yl4rF9/k9L+n5va0tC2IJ0tAkggffjiwyDWdjJVWrn8Nt9p7X8rjO1P72FtHTP6LpxK943N7fYVvJaUq/mI5IqUMSlkjUzE+p++NTjMfWg8eNJCiK0LFPeYUNCy8Vl1xOZJGpaLvcQOnn03y74LGbadj+FdaCo0TPWYjHEdiC12O3gNsJHjfm8zvaAv7/Im2/fm208RcJUUr8KpWXMdldzF15gjNPDCUrRsfxMv85quRQFf2SQnjtjxwGJ4e2CPgbLU40MjEj2ofxR7Z/9RS8wl/p4RrffKtEJHBzZjQzesQxbekRjDYX627vRftwNVq5xK/19Wou1pl4f3wnShosrDlV4dcJsPtiPVVGOyEqSYs23LWnvLPQW+b1Y+G+AvJqzcz98TgSkcDyGT1QSsTXDHbTwzUtEhbNyYjQUFhnJismiMeGprD6ZDnfHSpmalYM+TUmv6DP5nSjlonZmV/LksMlAcXSzlcZqWqyc0+/JO5ZfZJfz1Vxd7/EVl8fILxZYNWc18ZkUG2yMeG7Q0Ro5NzYMRKFRMTa0+U8v/E8epWUTyZmsuJYKfP6JfDu9pZVocQQJR68c/cf7sznpVHpPLfBPysuEQm8MjqD1/7IpndCMJO7xHCkpJGfTpbz7dQs1p4OPDIyp1c88y5pPwgCPDo4BZVMTIxOwcye8UjFAq/+kY3d6eG61FB6J4QQopQil4h4b1wnrHYXb+/I8xO5y4jU8Oj6MxwsbkAiEryJre6xTO4S00KjwGR3YW9FoR7A7vJWoptjtrvIrTXhqPKwt+Awc3rFM7J9OO9sz2Nbbq23sj0gifmDk3l5c3aLNSO1cqwON0uPeWcIL1QbWX+2gi8mdeGuvol+AT/AksMlTOgcxbjOkdSaHPw0uwcCEK6W8+OJUu766SQ6hYRHBifTL1HfavAP3mq82e7km6ldeePPHPomhjCvXyIC3kA2RCkhTCXDYG29O8Fkd+G+FE2XNFjYX1jPqpPlrDxRhkQk+CwR18zuyaAUPTKxmMJ6M4M/20O54crntCu/joNFh1l3ey+e+OUMEzpHcesPR3yBusHq5K1tuey5WMuCSV3QKSToVTKkYoHs6iYGJIcy98fjvgRfkl7Jh+M78/qfOSik125njA1ScKConrv6JvB4APs+QYAxHSK4+Tv/LoFByXqyq40tRlRWn6zgwYHJvoC/9tIIVXa1t3Okymjnx+Nl/HSijFWze7Elu4opWVdU03fm17ZwELnMihOlvDQ6nSR92y1PG60jVgQTOuQ9qjfdjlgTSJFfQCQPwWUM3Clmrz6OxxE4+dXG/34kOq9+g9vahKvp0n2exw0ICHI1rqZqKr5/AIk+Dv318xFEEkQyJbLEbiCWgqvZb4YgoMkchX7UoyASETntfZyGKpTJfWjcs5j6qjzksZ2Ju/9HGnZ9S9PhNX77Ig2Jw2MzoUofjPnCzhb7Gtx/FubsnVT99CwAioQs4uevx1lfhiCVI4/OwHjmD0RqPW6HHW3WTX6dCG6LAXvxKUo+v5XExzcRPGAmuF24bUbqt3+FJXef9zAkMsS6cEKG3dOqm4C14Agucz1iXQS4XbjMDVf0Ci4j8l67XZbW9ZTauDZtv35ttPEXidEpeGV0Bg+tazkPNb5TJFaHkzfGduBIcSM/nSzD5fYwrlMUfRKDufunk/SICwpYrRyVHo5eJeOLSV0YsXCfTzkbvPPq627vxfbcaj6d2Nk3R62Vifkjt4YnhqZwXWo4OTVGXhjRHqvDHTApcZnUMA0PrDnlZ4XVnPImK2KRgm+nZvH2tlxWnijzVaLLm2wcLmrgqevSuOmbg3g83sr4jKVHWTS1K48MTm4hLAjQKUqLWi5mQJK+1TnlRwYn8+yG85yvMvLhrnzevrEju+7vj+5S5e6mjhEUNVjplxjC/QPaYXe6iLiGl7ZcIsLmchPSzH6rpMFKWpg6YOt5n4Rg4oOUfDEpk3e251HSaKVbbBDzByezLaeaPol63B5vJfLrq1qY68wOpGKBX89VMqd3T+b1c/HNgSLf+9Y1RsdbYzty58rjAKw4Xka7UBVb5vXl7W15FNVb6BkfxN19E9lfWMeTw1IJ18hYdaKM6CAlBquTjeereOfGjjy/8bzP/k0mFvHOTR3YmVdLvcVBkl7JOzd2on2YGoPNyerZPX2z338b2Z7JS45wodrI5/uuKF6IRQIHHx7EPWv85wfD1TJEl0YpLgdRP50oZ93tvdhbWEd+s9bvn09XMDHTa/8XiOvTw3lhwwXf/1UyMXKJyC/g++5QMb/c0ZsPduZ7dQmOlnJrVgyze8RR1mhl0cErQnupYWo+mdCZB6/6Hno88Ozv59l8d58W+6CWiTFYnRwrNXCgqJ6McA1dY3QMXrDXb5RmV34dU7pG88nETPRKKaUGKw0WJwqpiHC1jBCVV1iuQ6QOvVLG15O7YnW6EYsEwlRSopuJ8c3oHsfKE+Ut9gVgfMco9CopHo+HfYV1nKkwsvKSzaTT7fElzsZ+c5AzTw4lJVTN7+eq/IL9y9icbhYdLOK1MR14bsP5gFX53QX1nKsy8u2hIv4+Mp0ojRQ3Ag+t9X8PC+osTF96lL0PDsTpdjOyfRhbAiQhe8YHkV1txOZ0M6J9GDO6x/JDM/cUqVhgwc2ZGK0ONDIJ9Rbvd+S2rFgmZkYzfVng8Z+qZkmn0xVNvmC/OW4PvL8jj8eH+KswBxL9vIzD5bmmq0cb/7twWetwGctxWesQJApEEiUiRSgSzT+e87XXX0CdOgGxJg5ZVG/sFQd9jwliGR5HYL/zy7jtJlyWGsTKsP/fx9HGfyZiXQTugqPI47tgKz5J/faFRNzyOpVLH0YalkT0nC+oXvt3qvK8HXPqrJuIu3c5pV9Mw+O0I0hkxNy1GEvBEUo+m4Lb3IAsOoOISa9gOr2ZpiPrALAVn8Jw4Edi7vgGR12xnyheyHX34LQ2EnrjM4jkaoynNnp/JMUSgvrcijrzegTJlXsoa9Fxajd+gCwimbqN7yPWRXgt9ERiFNHtUST1oHHfUuwV3ns8kUKDPC7TO0KAQOWPT/j0A5qj63Mrjvoy5AldsJW2TAxfxpy9h7j7f8RefgFJSCzWohPU/PIaHrsFaVgiriZvx426w7D/vx/P/1naAv422viLSMQibusWi04h4bkN5ylttKKVS3hwYDvu6ptAnE7Bxuxq1p0pZ1ynSMSCwJ+5Nbz+p1cwbWaPuBbJAqVUzAsj26OWS0iWS9h1/wBOV3h90FNDVfRP0rPoYBFvbPVvDxYErz3Zh+M7kR6m5s6VJ+geF8RdfROY1zexheI2eFXD08PVlBoCB/vgDR46vL0dhUTE7J7xrJ/bi4nfebO6s3rE8sofObQLU/nNGVudbqYtPcaCSZk8NKgdX+4r9CnGX5caxptjO/DGn7lM6RLNTzN78MDa01yo9lZBNHIxTw1LpaDOzPmqK5WRJ389y8GHB3G+yogAfDi+M1qFBJ1c6puzDlJKW22Nn9I1hl/PVjCh85UbvDe25vLdrVnMWn6M0mYJj9QwNR9N6Iwggrv6JjKuUxROtwePx0Ot2U6TNZj44Jaiac2RiETe31IE7umXyB29E2iyOWmyOcmpNjF7xTG/Cvobf+YypWsMQ1L0eDxQUGfm3W15eATIrTHy4fhMXth8gbVzeiNcmpO+qWMkK2b0oNHqwANEaeTEBMkZkKRndq94pCKBRouDMI2MtAj/WeghKaE8NyKNN7fm+gJ4rVzCihndidbKmdA52m+UYV9hPTN7xvm5TthdbuasOMZHEzpjtrv4/XwVeqWUWb3iCFZIWX+mgjqzfzKnb2IILpfH73z5YFwnIrVyJnaO8utauFBlZOd9/VlzqpyPdl9Er5ax4XwVt/eKZ2aPOBqsDvRKGaEqKQv2Fvgs4KK0cu7tn0RmtA6n241ELKJrjI4TzTpt5vVL4oavD3Cs1IBEJPDSqPb8fKYioG7GyhPlPDwombMVBp787Tz1FgfBSinjO0Xyt5HtaRfqVdSP1CmIDCCmd5nucUF0j9Vx9CqFea1cwnMj01DJJFQbbbjcsHB/YNlRu8vNxvNVTO0awy/N1O6vZld+HY8NSeF0Res6Ima7i8eHpHKizECuXEyUVs7tveJbiFGa7C7Wn6lALhZ496ZO3L/mJLsv1vse7xYbxMujMpix7Ch1ZgffHy1h130DmD84mR15tWjlEga001NrtnOyzMBPs3qgkUsuJXncDPx0b8Dxn5szo6hs1uZ/tdVkc/YU1PHVZK+zSLnBSm6Nicyo1pWZO0Zq0MrbrPj+L+BsKqZ6y91Yi/70/U2ZNBpd1gN4XFakQe1afa7H48FRd4H6XU8jKMOImbyNup2PYynYDHjw4EESlIS3Tbvl744gUSKSqvE4W/+NbeN/PxJNKMr0wUTpYylfdDem01uQhsQR99BaRAoNZV/Nxll/ReHedPwXsJtJen4v5ty9yKPSqfvjE4zHf/VtYy8/T8mnk4mavQBFcq8rwb3HTeXKp4i89R3KvpztVf0fdLtXONJmoeTLWYRcdw/x192Lx2nzWt2d+I3SL6YTO+8Hv84C47H1xD24mrqN7+MyVFG57FHcliYcDaXU7/qWmLuXYM7ejVgVhFgbjjXvACJVMG5rE/EPr6N0wa1+Qb2m2zi03W6i5LPJJD2zA0GqwOMI/N0QSRVULHnAp2+gyhjqTYJ8PZeomZ9SufwxNF3HIg1t08f4r9IW8LfRxj9BqFrGzB5xjEgLx+xwIZOIiNbKfaJaveOD6RUX7GdNB/DE0GSyYnRM7BzF0qOlWJ1uxmZE8NoNGX6WXJdnhUddsvwqabAEVKL3eLye9Av2FrB8eg/W3d6LUV/tZ8/FOpZO706l0caSIyW+al9ckIIVM3sgCDChU1TA9vC+CcGYLrX2Wp1uFu4v5GK9mR339cficKGWSXjnxo5EaGQB/dnvW32KW7Ni2PXAABrM3qB0e14NNSY7K0+U8fOZCr6e0pVFU7titLtQScVUNtlYdKgo4M39HznVbM2ppdRgYdXMnpgdNkoavDPlIUoZ4RoZP87swZTvj/i18mZGa5mSFcOSw8UcKW7w/b24wcKKY6X8MK0bxQ1WShstZMUEER+iZNP5Kl7eks2+hwaSEXFF3CwmSMm23BpqTfZWuxM6RWnJrzXxxNAUOkZpSA3zBtu78mtbFT0TBG+FflJmDKtOlvHHJVu9O3rH8+L16RwrbeS2rFg2na/k4YHJfLgrn1/OVvLL2Uq0cglikcCaOT2J1impMFhRSETY3R7ceNvbgxVSHG4P9WY7iSEqooPkzB/cjtk948irNaOSikkMURKtVSCViFhwcyaPDG7HooPFeDwwp3c80Vo5vROCOVh05T2sMtp5e1seC2/JJDZIgU4h5f41J3liaCrLpvdg1ckyNl2oRi0TM7tnHGM7RPLxrot0jdHRTq9iVs94fj1bwb2rT/LRhM5IxIJPBd5sdzFv9Un6JoRw6rGhnCw3cLbSyAOXqtAiwVvd7RCpYeXMHizYW0BGhIZ3burEi5su8PdN3i6ChBAlL16fzuYLVaw4XsbMHrFUGKwcKzUwt3c8EzOj0cgkvLwlsHMBwLKjpajkYt69qSNdY3SUG2ycKDOwp6AetwdSrmGj1/zc+XlubxYfKubzfYWY7C7GdYzk2RFppFxKGrg93gRA82TQ1VyoMlJvdhCrk/vZUzYnVC3D7fGeU4GC6fmDkilvsnLHyuO+TglBgMeGpPDc8DRe+9P/vThRZuD5EWncs+okN3WM5L2bOlNtsuHyeMipNvmCfQCTzcVdP51gUpdovj5QxLx+iaSGqZDWCYhidTRZXWjlYjLf3cGS27oxOiPc57hxmWidnNu6xRGjk/v9LTlURWqomiqjzW9UKkQpRSkVUdpoYcqSI+wrrOeDcZ0Y2E7P7ov+1qiCAB9P6Izb49Vf0Mq9Yw1t/GfhcbtwmcpwO0wgiBGJ5SCSIFZH+8bdXJZaqjfdgbVku99zLQUbQRChTLgOTca0gNV3p7kKc/6vSDTxiOTBeOxGnE0lSPUd0WbOA7cdRBJc5ho0neZgPNPS91zXfT6I5SBqO7/+ryMLjUckUxI3/2ecDeW4GiuR6GNx1BT6BfuXMZ39k5JPbyFy2geItaF+wX5zata/RvjElyhvVs13GaqQhiUTNfNTZBHJGE9uoGLpw8Q9sAqP3UzdxvdbWPMBIBLhl7jyuL2z8s1f77c3SXpuN417v6fm55eJuO19qpY+gvHUBr/tIm57j9h7l+O2WRAkEjxOJx63g4ad34LbRd3mjwjqP52GHd8E2A8x8rjOfmKG5vPbkejjaPfCPiqWzSdk2Dx0fW9Dog0P+L608Y9pC/jbaOOfRBAEn9jW1YRr5LwyOoN7BySx+UI1IkFgWGooq0+Wk/nuDiZ0juLzSV2QSUQEySXEByuRtOKxDV4vcJ2i9dn4MJUMkUggPULDngcGcLHOTGGdmWeHpzGtexzlBivxwUpkYoFnfjvHTR0juad/EmaHi00XrmgJ9E8K4aPxnREJAnN7xeH2CBjtTg4XN6CSifnhSAmLD5fQZHPSPlzNs8PTOFjUwIK9BYBXp+DBAe1I0qtwujxUNNlosjn55mAxUVrve2Vzupm57BixQQpGpIUxu2c8tyxpXZ22ssnGHb3j0SrEFNSbWbi/kF/OVuLxeIO/W7rE8PqYDI7MH8SvZ6uoMdnpER+E1eHibxsv8P64jhQ1WHhhZJovATMxM5pqo50jxQ1sy6vh9T9zmd0zjr6JIdzUMYqnfj3H99O6oVN4RwHEIoEpWbE8+9s5Prs5k9tXHPcLqIKVUr6a3BW9UoJKJvFzkIgPVhKjU7RwVgAYnR6Bweag38d7GJoSylNDUxiaFsaei3XcsfI4tSY7A9vpGdMhEqvDxdDUUN74M4fSRit9EkN4YUR70sLVKKVi7E43L22+wKJDxb7ER8/4IL6a3BWNXEJJo5Vqo411p8spbrQyq2c87cPVRGqvnMMRWjkRWjkD2l2xLjPanHw6MZP9hfWsPlWO2+NhQqco2odrCFXJ+GjXRZYdK+W10RmcKjfwzvY8JnSOYv6gdticbtaermB/YQMTM6OI1Mopb7IyZ8Ux31jLQ+tO88vc3qw+WY7bAyPTwwlTyzhVYaDKZEMqFvnOL8AXqJ6rNPLNwWLuH5DEyPYRzFh6lPpmiZiiegt3rDzOb3f04cGB7QjXyMh4axtzesXTTq/ipm8O8sO0bvirCvjjwcOo9mF4EJi85IifFWe0Ts6mu/rSOfofe/3GBil56ro05vROwO3xoFdK/YTjwtQyFBJRwATaZcZ38la+J3SOpld8CHHBCn4+XeGnjv/ggCQ8Hg+3dYth8VWaFsFKKf2TQpjy/RH/Y/R4BTCX3NaNSK3cL+mQFRvEI+vPsq+wnmqTnQiNHJPdyfz1ZwKODBwpaeSZ4WlUNNkY1zESqVhMariG1Euq+9vzaryioiuOs/+hgdzUMYrvj3ivJyPbhzE4OZSyRgt9EoKxOFw4XG5uy4olVCXjZLmBge30vDImg3e25bEzv5b7+iURopTw/s6L7Cv0dh88u+E8S27rRs+4YL49VESj1UmPuCCeH9EehURM+ze3YrK7GNhOz/vjOtE5SotC2lb1/0/Aaa7GdH45DQdfx+OyIQvNRJk0All4Fm6HGVXS9YgVelyW6hbB/mUsFzegy7yrRbu9x+PGaazAXnUciToWBNAPfgexJgaJJhrD0Q8wHP3At3346CUoYgchVkXSdOor3NZaxOpodN0eBEDAg0Qd8W99P9r4z0CiDcNjN1O44FYEsRR5bEdk0Rmtbu+oKUAe24mmYz+3uo2zvjSwz7wALlMDJQum4rY0IUjliORqJCGxOOtbak6IFBoEQQyuK/eWIlUQHpd/UcNjt+AyVBE87B6shSdoOrSqRbAPULXicTSvnqTpyBrq/vwMj82EIJGh63sbcfcup2zRnSQ9vxdL/iF/C0KRmOjZC6jf9kWLNQ0HVhA+7nli5n6NJCjqf51N3n83bQF/G238i9GrZejVMjpH6TDbndzx4wl+vDSfu+pkuZ+g2Lknh/mCy0BEaeQ8OLAdT7eivD+3T4Lv3z4l8XbeFvHZy4+y4OZMwtQy7E43r47JQCR4uP7Lg8wf1I4HBrbDYneREOKdE5//82nGdIjgtu5xrD9TgQcPn0zMJL/G5Av2wWupNWfFcT6flEnP+CBkYhGPD03luQ3nfNZv7fQqPhzfif6JIehV/sdX2mhl8eES2ulV9EkI5kCzCnJz+iaG0DFCy7oz5ey5WM/mZmKHbg+sPFGG3eXmpo6R3NothqMljRwtbSQtXM3Dg9ox5fsjVBvtPH1dKtO6xRKlk3O0pIFX/8jhhg6RvHVjR5789Sxf7CtkVHoEU7vFMH7RQerNDnQKKSUNFvJqTVQYbDwzPI0ak50t8/qyLbeGnGoTA5P1jEqPIDFE6aswNcft8fDV5C7c/uNxPyHFLtE6HhjYjnMVRqK0crbn1TIsNYznfj/v13mx4ngZ605X8MsdvRmQpGdgOz1WhxudQoJG7r1025wuPt6V38Ia7XBxI5OXHOGpYSn8eraKef0S6RITREq4BpvTzYpjZdzaLfaa4nQauYSMCA2hailpYWrMDheJId4kRqRWzhtjO/Ds8DRya0yUNlpxuj0tzu9FU7N45OczfgH5ZTwebyt674QQRqaF8fvZSr7YX0jfhBCidQqWHg0sjAWw+FAxK2Z0Z39RQ6trv70tly8nd8FkdyMIApO7RDP2G+887pbsaiZ0jmLF8ZaVFoAbO0ZxtLSJlSdK/YJ9gHKDjZsXH2bTXX187f3XQiwSiGml9V8sEugQqeGJYancvuJ4i8dn94zDYHMy87tjPus9kQD39k/irbEdeOq3c4zrFIlKJuHWH47wx7x+HChq8BuPuSUzulU7SoAlh4uZ2jWGj3dfBLz6F8NSQ3n+kqhkjE5BUYMZrVx6TdX+uCAFa+f0JLfGjEgQEaGREaT0fvc1l5IcTreHQZ/tZeEtmbw2JoOyRgv1FgdxQQoyItQcLzOw5HAxM3vEcdvSo35JCLlExHe3ZpEWpuS6tDCKG2x8urvA97jF4WLK94cZnR7BRxM6006vQq+ScvN3h/n21izCNTKmt49AJMCcFcdYfFs3esQFt35AbfyPwO2y0XTqKxoPvknIgJeRaBOxVR1DkKi9AnqWesx569F0nIXbWneNlTx4XDY8jivfZ4ehCFP2T5iyVyJIVGjSpyKIpNRsfxhcDsJGL0aVPhXzhR99zxHEMqo3zkIRfx36wW8jVoYjSNW4zJXYq0/gNJUhC+v0b3xH2vhPQqTUoUjIwnRmCyKlFk3mqFa3FWvDcJnqESu0rW6DIIDYP3QTB0XiqC1CldYPWdRXCCJvItN4bjuRU9+m9KvZfoE9gkDE5Dep37rAbx39yIdo3LMkwI5JqNv0ISFD76R61dMBdyuo/wzqty2k/o9PfX/zOO007l6My1hL/MM/U73uRfQjH0KQyrHmH0YalYoqtR/V614K3NHgcuJxOZCGxLT+frTxl2kL+Nto499ItdHOqlOBhbvAG3ikXzVv3RyRSGDGpQB8b0G932N/G5lGsl7l9zeny02ZwUpJg5kd9w1g+bFS5q8/i8Hq5LrUMJ4YmsLXk7swfZnXLuWDcZ1YuL+QP3NqeGpYKmWNNkYu3O9bb/HhEnrEBfHdrVlMWuxfjX/tjxwWTc1CJhYx5usDWBxXVFUv1pm5efFhfr69Fya7izC1rMW89KKDxSy8pQs3LjrYQl27X2IIiSFKnG433eOC+fumlmKAAD+fqWBu7wQOFTfwxb5CPB6vAFxFs0Dh3e15HHlkMF8fKOL5jd627zWnyvkjp5qVM3sybtFBjHYndqcbpVSMRCxwutzA9V/u91tnbIcIFk3JYlByaIv9CITB6uTR9Wd5b1wn3B7vrPFl273pS48yf1A79CrvmEBmtM7Xkt4cq9PNK1uyWTOnl68N2elyU1Rvoc5sRy4R8WmzKnhzcmtMRGnlDEsNZfy3B30ieSIBHh6UTLnB2iLgN9mcVDbZMDtcKKViQtUy2unVtNO3DGzjgpQUuc3cc6k9P9BnrJaJAwbkl6mz2PlgXEfWna702dj9craSOb3isdhdrT7PZHcRH6L0EyC8mmOljbjc3vbvEWlhHC65ou774/Ey1t7ei625NS1cLaZmxXCirJEOkVoOFwdWBM6tMVFmsP2lgP8fEROkZGhyKAtv6cLzG89TfWl/BifreXRICt3e3+FnNef2wGd7Cvh2ahZ7HhhAucGGWiYmPdyblHn6ulQUUq9FZahaxi2Z0cwOkEy4TJnB6junIzQylk7vzuJmc/1FDWYiNNEk6VUIAgGD/q4xOiQiAYPVxeHiBuauPM4tXWL4+8j2RGjl6BQSorRyKppsWBwuZi0/TohSStcYHTE6BXFBCrbm1fL+jnxevL49z/x+rsWYg83p5p5VJ9l0d1+Gfb6Pr6d0pfEqJwSPBzacr2LD+SpmdI8jK0ZH/6QQ9EopTw9LY+3pcpxuD/P6JlJhsFFvthPS1t7/PxqXqYLGQ+8QPupbDCc/x1pySXFcECENy0Tf/xWMuetQJoxAJA+55lqCRIFI4d3G0VhA+U/D/BT3bWV7UCaORD/wTep2PErN5rlET96ORBlO05nvvAr8Yu/5Yi3eijyqJ+DBsP8LnI35SPUZKOKG4LI1IpYH/Vvejzb+sxCrgom87V0uvtQHe/kFZFHpCHI1HltL8Uf9qEe9HSxR7b12fHZLi200maMxn99x5Q8iMVHTP8ZaehpZZBpiwFF9kaq1f8NVX4amy2gS5q+n8fAaJBo9ssj2KFP6Yjq3DdOFXd59VOvRj3oEQSLFeHIjANKwJGQRKYiDIrHkHaBh2xco2/XEZQxsPa3tcTOlC6YGfMx4/FdCb3iCpoM/0XTwJ5QZQ4mc9CrWylzcFgPGY78EfJ4gVyNStH5/3MY/R1vA30Yb/0ZcHk+rVlEAxmtY1V0mJkjBqlk9OV9l5KeTZQQrpEztFkt8sIIQ5ZWbVbvLxb6CBiZ+d4h1c3oyZ8VxX7sreIPcDeer2Hx3X6Z1j2XDuSoitHL+zKlBLRPTKyGYWxa3bLE/UtLIgaJ6rksNY2vuFcXukkYrKpmYn46X+QX7vmN3e/juUDFze8ez7d5+5NWYQYBqow2JyOs2IBML7LivPy9sOM+O/FpClDJm94pjQJKe0kYrGpkY0zUCP4/HW9kTiwR25AX+IXK6PRwrbaTaaGVev0Tyakz8mVuDwepk+bESbs6MQn7Jo3xMhrcV88XN2T5dhsv8dq6KeatP8N2t3dEp/vGlUyUT02B1MHPZMYKVUvQqKRVNNl+lNj1CQ3GDlcxoHfsLW69M7cyvo9HiQK+SUW+xs/ZUBY//cpYGi4OVs3r41gtEmcHGR7su+iniuz3wwc58esUH0zFS6xNBLKo388zv5/jphDcoStIr+fv16XSL0aFTSAhTy/06C3JqTJQ1Wik32Hh+w3kW39aNR38+4xNklIlFKCSia3Zx3JARwZ0rT3Km0l9s7t3tuTw5LI0lR1paLgLc0CGCP3NqSGg2QnE1sUEKlFIRMTo5r45O53yVkfmDktlfVM/+wnruX3OKRVOz2Jlfy585NegUEm7rFkuXaB0DPt3D8hndW10bvAmcaqON8Gu4RfxVEvUqJnaOYkhKKG63B6VUjF4l5fU/c1r4yl/m/Z15PDo4mSabC61cwiujMzhR0siclScYkhzKWzd2oNJo47kN5+geF8ShZnoWzemXqOe61FAyo3uhV0lpH67iy31XAumCOguRWgV/ZFczf1AyH+z0V2KWS0S8cUMHbllymII6C0NTQvnu1m68sOE8q06WMaN7LK//kc3nk7owc/lRnwVgvcXB6YomnhyWikws8P4O77pdY4J4MYAVI0Cj1UlOjQmRAEdLGhiWGhrQRQC8CZO1pyv428g0Hlx7mj+bXbv+zKmhW2wQP83q0Rbw/w/Hba1HETsAa8UBX7Cv6TgTddot2CqPYi3bg67THNxOC2JVBPLYQdhKd7VYR5k0CrfLjlgVhdtlw3Dsk4D2epbCLWgypiNShuO2VFO9aQ76QW8ij+6LSB6ERJeELDwLSVAygkhGzeY7fc+1le2lcu0NhI38Gk3GNARx2y12GyCP7kDyy0eoXvsiNZs+JO7eZZR9cweupivXJF3/mUhD4yn5dDLhE18m7v6fKPnkZjzOKwlpaXg7Iqa+Rc3GD1AkdkMWnUHomMdxu12olTqqfnwSe2U2sqgMYu9egiVnL9Vr/gZSFaHXP0Tj/hU07PoWS8FhQgbNJelvBxDwIFJqcTtsFL4+GGlYIpFT38HZVI21+CTymE7Io9NQZQzBWnQcVfuBGE/83vIgXQ6/fb0at7mRuIfWAh7sFTmUfH4bzrpiEp/ZgSKxO9bCls4toWMeQxLUVt3/V9F2NWqjjX8jQQrpNQOe69v/NQGSKJ2CKJ2CoamtW/0U11sZ/dV+QpRSTHaXX7B/GYvDxet/5vD8iDTqzA62XboJHp4Wxm/XUAH/4Ugpzw5P9Qv4RYK3gnuoJPCxAdzUMZKN56v5bG+BL/GRFqbms0mZPLDmFNnVJsI1Mp4elsqHEzpzrLSRZUdL+WBnPtO7xfLEsBQc9ddWPFZKxTgCCJVdZkrXGNLDNezMr/WpeT86JIVXtmSzJbuGv1/fHqPNQZTWa7u46UI1MTo5zw5PRa+S8dRvZ31WievPVFJltP2lgD9Wp+DpYak8sv4MDRaHn+Bfl2gdjRavir/L7UF2LR0HAd/IwIHCBu5cecLvcYVE5HNFuJoIrTygEj14q8Qj0sLQyCWUG6zctOig3xx5QZ2F21ccZ9XsnnSK1LDuVDljOkQSqpZxvNTA4AV7+HFmT8A75nHv6pM8NjiZhBAVHjwk69XkVBt5dUwG13+5v0Vl+LasGNLCNLw4Kh1B8Ir2fbw7n8PFjewrbEAmEegVH8Shq6rsKpmY54anMebrA3x3axaf7rkYMCh+algqCSEq8mu91fgfjpTSZHcyKj2cp69L5YE1p7jxm4MMSw1lTq940sM1zFt1krdv7IjL7UEqEiEVCy384sHbVRmkkFwzmfdXsTpcnK5o4tH1Z9h9sQ6NXMw9/ZJ4cGA7CutbVnguU9xgxeHy8NC60wxNCeWRwcmcu5Rs6RilwWx3MXnxEVweD7/e0Zslh0taJOZkYhEze8RxsKiBISmhJIYoMdiczOmdwE/NRjOe23COxbd2Y39hPUtu68aSw8WUGawMbKdnUpcYXv0j2/cd2Z5Xy+GSBlbN6sVdPx1nZPtwlhwp5WyVkaXTu3O+0sjFOjNjMiKIC1ZS0WTF6YY1c3qx+FAxDnfr32WAJqsTpVTMd4dK+GlWD7bn1bb4jDpEapBLxaSEqihusPoF+5c5VtrIxvNV3DegddX2Nv7fI8iDCOr9NFXrJwGg7XIPYlUElT9P4LLgWOOht1Cl3UJI/5cJH/UttrI9CCIZbkcTxnPLEEQSQvq9iFgTj0iqxGksxXhheauvaS7YiDJuCKacVTgbL+JxWqneMAMQiJ11gpABL4PbTdVvgSuadTsfQxE/DKmuTVG8DRAkUuQxHYm+YxFucwOIpSQ9vw9r4REEiQyRTIXx9Gavyr7Hjb3iArayc8Q9tBZr4TGcjeUoErohkioo/mgiIdfdi67bOCT6eFxWI/aiE1QsfQixWo8gU2K+sIOit7YSffuXhIx5AmVsRwrfGu7ztrfk7KFhx9fEzluKMnUAkqBwbOUXSHx2BzjtFH84zk9YUJDKibnzO+p2fEXY6Mcwnt7iU/a/zD+sxHvclHxyM3g8CFI5ut5T0GTdiMftJObuxVT9+JRXG8DjQZAp0Y98EP119yOStiVk/1W0BfxttPFvJFQt4+OJmQz8dHeLm9KJnaOuWaFsjsnmpKTRSpPNiVomJlonJ1jpfyH8/XwVNqebYamh/Hym9eB9c3Y179zYkYFJIT5BOaVU3KowIHg7EZRXCVyN7xTFoaIGEoKV7KVlcmFEWhh5dWbfbPBlcmpMTF96lE8nZjL10pz9Y7+cpV9iCDd0iKCk0cLHEzrTIVKLTCxGLhFa9QMflhrKwaJ6IrVy0sLU5NT4t8kNTwvjurQw+n+62xdw/plTw5cHCvlhWnc+31NA74RgJAI02lz0/HCnX0dBtE7OoqlZzF5+jCqjHbeHa1bUm6OWS5iY6bX4e3NrLrVmOyLB+7nP7ZPI9KXejPaJcgMvjU5vdZ0bO0QSqpJSbbTxzO/nCNfIeHRwMh0iteiVUu7sm+A3y3yZxBAlHo+n1c+1pNFCncXBW9ty6RYb1Kpo3LO/n+OhQe2I1Sm4UNVEapiG7Bojr47OoMZo8yW0iuotPPzzGbRyCStn9WDo53tpsDiY1i2G3+/sw5O/nuVUeRNSscC7N3UkTC1n4Gd7fImQcI2Md2/qxMrjpfx2roq3t+axaGoWP50s55sDRTTZnIxqH8EdfeJZcbyUeX0T+e5QMZ9OzOSR9WewNUt63Nc/iVHpEZQ0WHj6t3McKGrg9l7xJOlVVBisfLAjny8nd2XcooPsyq/jueFpfLm/iIt1ZqxOF+EaGWtPl3NH7wQ2XahGK5eQW2vyffZTusZQY7ITompdf+Ovcqqiif6f7PYlD4w2F+9uz2NrTjUfTejcqs5Al2gdubXe8317Xi0ze8SRFeNtI9YrpZyrMvoEJl/enM3yGd35+6YLPrvCTlFaXhqVzoubL7A9r5aEECVb7u7LzOXH6B0fzCuj03lxczYut4fsahO1ZhueS5/TS6PSUUnFnChr5KZvDrZwBjDaXKw5VU6v+BBcl754h4sbGb/oEH0Tg3n5+gycHg+jvtzvS0gpJCKeHZ5GuFrWqhsBeF0Yas12PB74YGceO+7rz9O/nWdnfi0qmZhp3WKZ0DmK2SuOsePe/sz/+UzAdQC+3F/E5K4x/5IujTb+/+G2N+G21uPB423N97hxGi7SePQjNO2n4rbVI0iUKBNHUvXLpBbPN+esQhE7AIkmnoYDr+Oov4BIGUZQ9/mo208GxOBpdu2+liBFM+VyWVgmzsYrXS0uUxVI1AhuJx5XYHcNt60Rt6Ua2gL+NpohVmgQXwqMHRIFbqcLa84279x7s/NRrAyi8cAK6jd/iDw+E7FaT9ORtb4gvOngSqLv+g6RXIPb3EDNca+dntvSiMvciCwyDXPObip/fJKk53ZR+PoQX7Dvw+Wk4vsHiH/kV2ShsSjjM7HXl1K24LYWLgIeh43yb+8m5o5vqNv4PolPbKZq1bNYcveBWIquz1SkUemo0odgvrCDq5FFpuJoKAOPB7FaT8y87zHsX0bZwpl4nHYUyb2JmvY+oTc8fmlkQECR2B1JUJv45b+StoC/jTb+zXSJ1nJ4/mD+vukCO/JqCVPLeGxICuM6RxL2F240i+rNvLcjjy/3F2FzuhGLBG7OjObNsRl+s9VnL3lwN1qcxOhaTyQopSKcbg+3dImhwepgwd5CDhY18MTQFD/BteaMSAtnf7OOgbQwNW/d2JGXNp1nalZswKBkRo84Hl0f+Ga72minweIgNkhBaaM36bCvsJ63b+xAkl7Fy5uzyakxIQheRfsPxnXm2d/Psv6s174vOVTFdamh3N03keFf7Of69qEsvq0bIxbu8wvI7++fxIzlx1rc25ntLp7+7SxfTe7KtpxqJmTGMOyL/S3GB8oNNv628QIPDGjH3zZdQC0TE6S89mXTaHNSabSRV2NCJhYxNSuGcZ0iabQ6UUnFaOViv4qjy+1he24NfxuZ1sIqLkIj45UxGWgVUhobLNSbHSy5rRvP/X6eo6XnEYsEltyWRY3Rzo8nynzH2SlKy2cTO7MtN/CYA3gtJD/dfZEjJd5Z99bIrjYRrpbz5tYcvpqcxVO/nWXThWp0CgmzesTx1eSujPn6gO9znNUzjs/2FPgC+WXHyjhQ1MDzI9vTPkztG20Y9vk+v9epNtqZ++Nx1s/tzZbsGh4ZksyoLw+QHqHmmetSUUrFHChqYNLiw5jsLn65ozdvbculyeZkxYweGKwO3B6vO8LO/Bo8Hg/5dWaitHJevyGDj3dd5GxlE+30Ku4fkITJ7uSZ4an0ig9BKhZ8Le/Ljpbww7TufLwrjwdHZdA9NoiSRguZ0UGUNlooqjfTKyGEnnHBvlGQ/yp1ZjuPrj8dsFPgaKkBg81FSqiKvFpzi8cfHNiO+9dcUTv++UwFTw9LBeBYmcGvVX1fYT0PrTvNff2TeGFkewASgpXc+sMR8i+tXVRv4a1tuaSGqvl0TwFTusaw+e6+VBlt2J1u2unV3PrDlZb8J4amsD2vNqANIMDui7Xc1ScRhUTkS8Z1jtLy95HpSCUCY7884JcEtTrd/G3TBTbc2YfnRqQFvHZM6xbLnzk1vvN8e14dn96s4I0bMig32LA6Xaw7XcGs5cf4ZEJnghQSHNfownC43deO+9r4l+OyOnEY7ThNdkQyMWKFBNxlNJ34DFlYB6T69ojkTeBxUr1pLo7aM8hC0pFF9kCiicOc17qCedOJhWg6zcJR79VDcVtqqN/zPLbKo0iDUzBlr0Q/+F3kcYPRZEzDcPyTgOuoksZQu/MJAIK6P0z9vpcQxHLCrv8aj9uOq6kYSXDqNY9TELXdXrfROiKFBklid5pWPd0i+WQtOYUqtR/2snPYik+1eK6q43VYcvfjqC9F02kEIQPnUPrlLD9dAG3PSURN+wC3uRGXKfDIoKupGrflSgedx2bEnN1yHAbAbW3C7bBguXgIj8uJJnM0YTc9iyyqPdKQOERyFTF3LqL4w5uwlZ71PU+ijyfuoTWULJgGQORt71H14xN+21jzD1Lw2iBi71tB1YonUKT0RdVx2F94F9v4Z2i7IrXRxr8ZuURMZrSOxbdlYbA6EYsEn1XdP6LBbOetbbl8vveKOJnL7eGnE2XUmWwsua0b0UHe4H5gO71XgC+3hmeGp/HejryAa07vHkewUszCfUWkR2iY1zeBhfuL0MglAe3BVDIxL4xMY2tONc9eCpA6RmpoMNuZPzgFjVzMxxM68/gvZ303/2KRQLJe5fPqDkRerYlondwXKEZp5dhdHmY1C9Avi3CdKDOwZk5PHh2SglYh5WSZgfw6E+UGGz/f3ovUMDVRWjknHh3CsmOl7LlYR9eYINRySasV+exqE1KxQJBCSrnB2mrr+6HiBt4b1wk2XeCpYalEX0PZvtZk57O9F3llS44viFPLxHx3axa94oOJ0smRicWMyYjwujg4XJhsTmrNDmpMNlbO6sHqk+XUmOyM7RBJ99gg3+tJxQLv3NSR+1af8inHu9weZi8/zv0Dkth9/wAarU5kYgGNXMLs5cf4cEJn1AF0EMQigXv6JzH+24PEByuJ1LbeNqeWiWkfruazm7sw4NPdNF0K+CqabDy/8QJ/5NSwZV5ffjtbydFSA7dmxTBkwd6rPmuzT4X+59t78c3Boqtfxnc8q06UMa1bDNE6OWUGK2UGa8DERXaVkZggBZsuVLM5u5rf7ujDY+vPcL7aiMcD9w9ox4GCepJD1cy8JFIJcLqiiXtXn+LxoSncmhXDW1tzeWNsB1bP7onN6aLGZMdkczK3dyIDPtnjF9AOTQnlnRs7olVIaHeVYOZ/BaPNyZ6LLbtjLrPxfCWr5/Ri1rJjnCz3VuajdXJeuj6d9Wcq/AQHPR6wu91suKsPb2/NpW+iv4BZUb3F5/aRHKrisSEpvmD/MkuPlrJoahbLjpWy8kQZK0+UcW//JGb3iMPl8YrdvXdp1t5gcxKmbv28CVPL6ZsYQpJezfIZ3dlXUE+/pBBe3ZJNfIgq4KgEwEtbsnl8SDJfT+7KuzvyOF/ldbN4bGgKwQoJ81ZdSXJ8ObkLkVq51/bRYKOiycbjQ1N496aOROsUGKwOxneKalXfY1q3WEKvcQxt/GtxNNko3ZRH7dFyXxFdEaWm3eQUNBlTsFYcoGbTHTibipCGtCeox6M4mkqxVhwiuNdTmPN+wWUJrNkA4LJUI5K1tCwz564hcvw6Go+8R9Wvk4kc9zO67g9hyl3TYo5fmTACl7UO8KAf8h7W8gM4DYVEjF2OuWgr6uQb8AgiRPIgRAp9QGcAiS4RkbL18bs22gCv+KxI3vJ3pOnozyQ88guN+1fgsftfo0VKHeqMoRS9NwZV2gB03cdT+vXtLVrsmw6v9toAJmZdcx+a60x4HK3P4IN3Dl/Xfwa28nMIEikelxOPx+M7BllEMglP/omj+iL2ymykYYnIwlOQ6ONIeHgtdVsXgCDyC/avvLiH2t/eImr25ygSuyFR66+5L23887QF/G208d+EVi5FK//nWoArjDa+OVAc8LE/c2upMtqvBPzJep9S+vY8r+r+ZeXzy7QPV/Po4GSy3t9Jg8WJIMDKGd25s08CjVYnK2f15LtDxSw6WITJ7mJUejjPDE9j84UqEkJU3llpj4dO72zHeSmgjQ9W8usdvTjzxFAuVBtxuj2kh2uot9gDKrdfJi1MzffNRNnm9k7gxU0XAlbcygxWDhY1kBau5obP9vgF8e3D1Wy8qy8SsYiUMDXPj0jD6nQhE4v5M6e65WLNqGqyMzw9nDPlgdvZLyMC3hzbgTk945Fdquo2WhyUGaz8dq4Ss93FDR0iEfC6FzSv2JrsLqZ+f4Rf5vZme14t4ztFEalVIBbBL2equKPZTL5OIWFsh0hSw9RkxWhJD1f7ukAitQq0ckkLmzin28NHuy6y6GAxm+/uS16tiapyA19PyULAw8a7+nLfmpOcKvd2gKSEqvhwQmd+Pl2B0ebiXKWRztG6VufV7+yTQHa1EQGB7ff25/YVxzlZcUVkb3teLUX1FtaeriBSI8dgcyISBNLC1NzXP5HoIAUiQWBnXi2LjxTTTq/iTEVTi9e5zIVqIx+M60SN8do3H0EKKWa7iwiNjNfGZPD9kRLOVV2xhZSIBHrEB3HLkiMBn//Rrnzu7JPA5K4xTF96lCqjnWGpodzeKwGxCAZ/ttd3jjc/1tWnynlpVDoiUUsrxn8Wh9uDRi72Vc2vRq+SYbE7eXp4ClEaBW4PFDVY+HxvQQsRvpk945i1/DjVRju/zO2FViZmeFoYf+a0DJCeG57WQnwPwOHydhB5X1vKwlu6cqHKyAPrTiEVCXx6cxfOVDSx8UI1a06V895Nndhw3tt1IxYJ3JARQcdILQ1WB9O7xRKhlXG2oolGq4N6s53vj5QQopKRW9NSofoyuTUmmmwusmuMLJvenXKDlSabi+5xWl77I5cu0ToyIjQ8PjSFtHANMrH3+5gYoiIxxP/mubTRSkyQgk5R2hbnXGKIkvGdo3zH28a/F7fThaWyBH1nC/pOGjxCMCKxC4+jHFfTYUTaEBy1Z3A2eZOBjsZ8XJYalHGDwePE7bSi6TwXW/k+LBcDiIYBiph+2GtaVkS9611ErIzAZa6gbtcTRE3eRvSUHV5bvgs/IkjV6LLuRxbaCbfNQNTE3zGeW4at4iD6YR/iNFWgShqNrfo0gkhM3a5nCR36AdWb7wT3lWBLECsIH/M9Ek2b2Fgb16bBJiJ8+ANU/vCg/wMuB9Vr/kbiU39SueJxLDl7AFBlDCH0hiepXPkUeDx43E5MZ/5oEexfpn77lwT1m45IocFtbXmPI1IFIQmJ8/1frAr2WgM2BU6qKZJ7I4vpgOnMFkynt+CoKybxqa1+20iDo5AGR6FK6+f3d1lkKhG3vEHVqmdbfT+sBUeRx3RAGhzd6jZt/NdpC/jbaOO/gMXu8s6RAiFKCZp/MpD/qzSYHa22zIL35r9rrHduNzFExfb7+jNz2TFe2HiBN2/owPb7+vPDkRJqTXZuzoymT2IwE789RIPFO9c9Kj2c1HANH+7M58fjZTjdbp4dnsYf8/pRWG9hS3Y11y/cz4a7+rBwXyEdIjW8uyPfLxAqbrAw8NO9bL67D33iQxCL4L41J5mSFct9/ZN4eUtLxe1IrfySWNyVGcghKXre2Z7bYtvLHCis50BRfYuKfXa1iYfWnebj8Z1IClUjCAJKqffSlhKmRiISWgRu4K2UZkRqSAhWYbS2PpevU0hAgEcHJyO5JK5Xb7bzxb5CnrvkVQ5eZf8xGREsvKUrc3887reG2wO/nquksN5CO72KQcmhGKwuvrjKVs7rHOCtOOXVmPhhWjfv890eyg1W8mtbD5SabE7qLQ7mrDjuO16FRMQbN2Tw2pgOOFxu3B6oMtrYmlNNveVKQP3hzny+npLF3T+d8JuFH5CkZ0hKGJOXHMbl9hCqkrFqdg/uX3PKrxNk/ZkKuscF8enuAsI1cl4ZnU5csJJXt+RwodqISIDRGRGsv703RQ1m2odrArapA3SI0PLO9jxSQtUMSw0NWN1XycT0Swph4S1dMNpdLNhz0U8Y85XR6YSoZCgkYj+xxOY8NiSFd7bl8s3BKwm1iwfNnCo3MK17XMBzBrxih7f3iic2SIFK9l//CT1f1cR72/OY3j2Oha3YC45IC2fgZ3txuT2IBPjljj68tPlCCzG/Qe30GG1Oii79fc6K42y6qw+f3ZzJwn2FLDpYRKPVSecoLW/c0IHVp8o5HSDpckNGBNVG73fyy8ld+dvG836fc/9PdvPJhM68OiaDUxVNdIzU8OjgZHZerOWV0RmsP1PBnznVPD+yPTvza3l/Zz51ZgcRGu8YUze9iu+PlNAlWudLFFxNhwgNUVo5m7Or6fvxbiI0Mr6a0pXZy0+wek5PJCIBtUzs+45fC4fLw72rTvL1lK4cK21k1clyXG4P4zpFMjQ1jNxqI52jWlaE2/jX4vG4sdeewrD/Dhw1p1AmjUKdfhu1Wx7CY/d2riCI0XWZR8jA16nf/SxhI77AlL2a+j3P+9aRhrQnYuyPGI5+jMtc4f8iIinaLndT9fv0gPsgkgXhdnqvOY76bDyOJqRByQT1eARNx5ngcSGS6vB4vL+NTksdqrSJSEPSkASn4DKWYspZjSykPfW7vfskCB4ix63BUrgZR0Me8qjeaNKnItEmNjt2D267AUEkRST9/98V1Mb/HkxmM8k9JmLYvxxLrn9XnCymA9KIZOLnr8dlrMFRXYDp/DbKvprtC8hFyiDslYEdTQBcjV4tp6hZn3kFAa8iavrHSPUJvv9LQmKIvPU9yr5qua2u762Ys3dTteJx39+Ch96FoPrr9pMiqRypPq71xxVaBPG/5166jbaAv402/mku1pl5/Y9slh4txen2ML5zFK+OziAtTP1fqvrVm2zUWhyIBIE4nQJZM3E8jVzSqvc1QMRVGgAdI7VsvKsPNSY7ZrsLuUTEvD4J6NUyNHIJj/9yljPNbuBfHZ3BhG8P+QUQL2/J4d0d+ayZ3YtFB4uwOt18ub8QuVggKyaIZ38/z9U02ZzsvlhPtclORoSGFcfLGd85miS9kvv6J/HVgUJf9bhDpIaFk7pw10/eyrZEJHBbtxiSQ9VEaRUUNwRWJk8IUQZ0HgD4/Vwld/dNoMnmIjVchYCAVCQQdSn4fOaqfRYE+GJSF9LCvBoIapmIad1iWXaspU3T40NSyKs10z/pSotZXq3ZL9i/zIbzVQxJCaVbbBDHSv3V5QvqLERp5by46QKr5/QCwHQNW0aT3eWrPp4sNzDhu0O8Mjqj1e3VMq+V20+zelJQZ+alLdk0WBz8fXM2u+7rj83lxgPEByuIUMsobrDw/RHv8f6ZU4Pb42HtnF7Ume0UN1joEq3jQrVXYPFyx0Kt2c6U74/wwbhOzGjWJq+QipnWzTu7/0dONd9M6cp1X+zznbduD/x+roqTZQYWTenK3N4JAQM+kQBzesUzYuE+VFIxS6d3J7va5Bv7AO9ow5rZPUnWK7E53dy8+BAFdRYkIgGxSOD5EWlcn+51v1DJAs/YS8UC/ZJCGL/oUIvHVDIJF1tJRoD3XD9ZbuDtbbm8OCoduVhEjdlOhcFGdrWRtHANGREaonWtj+1UGKyMX3SI/Doza+b0ZH9hvU9M7zIfT+zMVwcKfe+92wN3rTzBF7d04VBRA+vPViCXiLg1y9uWfk+zVveSRisF9RYQvKKPfRNDEAS4WGvG7nJTbmjpfBGslPDY0BSsDhfPXpdKvdnB7b0S0MjFHC1pZNmxUkx2F3evOsmXkzPpHKkjQiPj+ZFp5NbEMuzzvZjsLub1S2Td6Qq+O3QlkVJltPPUb+d4dEgykRo5I9uHs2BvgV9y6TIvjGxPsFLC7b3imdUzllqTg7t/OkmkVoZUJPqnWvD1KilikcCkxYcZkKRnRvc4xCLv+f7hrnwOzx/8l9dq47+O01BIxerheOxNIIjQZd1P5fqbwd3s+udxYTixgNBhH6FKuxmXsRxLwQbfw4JYjqM+m8r1E4m6eQN1e/+G5eJv4HEji+xJ6JB3MWav9r7GVQgyHdKgdggiCR5AkGoQRFKcTcXY6y7gqDmNWOtV8BfkemT69shCOwAg02fgMlcjkqoQRFJqtz3kW9dSuAVL0Z8o4och0cSgybgNadAV1wenoQhT/i+YslchkukI6v4Q0rBMJKo2MbI2vIiDooh7cBW2ohM07PoWQaokZOhdyKLaI9F5f8fEyiAatn9F7YZ3/Z5rr8xBm3Vjq2vL4zojyFVou08g6YW9VP/8KvaK88ijOxA27jlkMZ0Qya7cQwoiMdpu44ifv57KH5/EXn4esTackOH3IwtLpGzRFQtKSUgswYPmIlEF/1PHq+l6I5XLHwdPy2t/yPD7EOsi/6n12vjr/K8M+EtKSliwYAH79++npqaGiIgIxo0bxz333INMduVm4fz587z88sucOnUKvV7PjBkzuOuuu/4f7nkb/9Mpqjcz+LM9fgHI6pPlbMmuZvf9A9ApJCSE/LUsvsnurcj9dKLMJ3o3o3ssk7NiidXJUckk6FVSRqVHsDFAcJQWpiZC0/LmN1wjD6g6bXW4/NrrM6O1HC5uCGj9Zba7+O5QEVOzYlh8uIRqo50Px3fibKWRxbd14/O9BX4ifuBV3z9VbuDxoSkAPLr+DIumZpES5mDVrJ5YnW40MjFhGhnnKpt4Y2xHHC43UrGIDecqkYsEnhyWwoNrT7fYH0GAcZ2ieHt7YF0CtwcsDjeP/3qGp4el8e6OPKK0ch4fksKUrjHc0CGCfYX1fL2/mEitjL9fn05GhAaX24Pd5UIhEXNrtxja6VUs3F9IjclOkl7Jo4NTqDbZyIzW+l7L4XSxYG9BwP0A+O5QMXN6xbcI+HsnBLMtt5YL1UbMdheRGhk3dIhoVR3/5sxo9CoZZY0Wbl58iKJ6CwL4CR025/Ze8byzPY/VJ8vpHhvE0unduXfVSdbN7cW+ogY+31tAucFKr/hgHhuSQpcYHZ/vK/Q5G2zLreVYqYE/5vUlQiPn5u8OYQygf1B9qdVep5BgsHpv2Cd3jeGTXXksm96dqiYbz28IPJpR0mglt9ZMcYOFD8d34oWNF3wuAnqVlI8ndCa/1kyERs6tWTHk1BhZPr07ZyqbOFLSSFqYmomZ0cQHK5BLvNoCW+/pT4PFQa3ZToRGTqRGRpjae/5HteLe0CnSe+4H4nyVkVk9W69CdI7SUlBnYU9BPeUGG1/sK+Dn05XIJSKmdI0hOkjBrGVH+fa2bsQFBRbPrDTafPs0c9kx3r+pExKxwJ6LdcQEKeifGILR7uShwyV+zyszWBm36CCDk0P5YVo3fjhSyjcHiwKOSNhdHqqNNj7efZGPJnTG4nCRGqYmp9rE7b3jGZoSyvdHSrA63Lx1Ywfig5UcLW0kRCllRs849hXU8+X+QurMDgYn61k1uyev/ZHD7ot1LD5USu8EE0uPlrDrgQE8tPaUTyfixo6RjF90MOBxf7angBUzevDWtly+n9aNR38+Q8mlc1mnkPD+uE64PW42Z9dQZbQiFgRGtI/A6Xbz9LC0f3rePiFExfvjOjFr+TH2FNSxp+DKvPV9/ZMIVbXN7/93YM5d5wvEFbGDsBRt8w/2m2E4+SWhQ96jZusDiJRhBPd6CmlwKm5bIyJFCLbKoxjOLEE/+G1c3ed715EoEKmi0HachfmquXxBLCdsxOc0Za8kfPRi6ve8gCLhOjxuF+U/DfPbVqJrR+jwT2g6swRd57l4PE6MZ76nbu9zRE3cgCCS4rY1+O+wx4216E8AlImjfAG/o7GA8p+uw2W88h22FGxA03E2+kFvIG6b8W/jEtLgaKTB0ag7Xw+C4LPhvYwgFhM89C7qtnzs53XvqMpHEhSFJDgaZ0NLweWIqe8g03udIlSp/Yi7bzlumxmRXI1YqW2xPYBYHYy2200ok3vjdlgRxFI8CJjP/YkqbQBumwlNl9Fou09AGpqIWPnPdUhJQmKJvXc5pV9M83MOUKYNQD/yIUSStgr/v4v/lQF/fn4+Ho+Hl19+mcTERLKzs3nhhRewWCw89dRTABiNRu644w769evHSy+9RHZ2Ns8++yw6nY6pUwN7q7bxfxuPx8MvZysDBlsGq5OPdl0kOVTF9enhJAYr/6ECf2GdN5DLrr4SjDy/8QJLjnhVwqO0ctQyryDejGVHOdisZTklVMWaOT1pF6oOsHJgFFIxM3vE+SqrPeOCr2nfty2vludHpLH4cAkD2+mZvuwoh4sbCdfIeG10Bsl6lV9FPCNCw5f7C1DJxD5l8VsWH2Zmjzjah2mI1sk5UtzII+vP+B3zZR4dksKkzGh25dey8sSVHy+pWGDR1CwcLnervucRGhkWh4st2TW8ObYjewrqeH1MBr+eq2Th/kKKGyxkxQTxxtgMMqN0ONwuTpUbyKs1EaGRo5CIiA1ScqKskLdu7IBGJqHGZOfrA0X0iAsi/lLgVm+2c6y0kSpjYDsm8FbBNVdVltUyMRM6R/HS5mwGJetRSUWo5VLu7JPIksMlfuJr4O1mmNA5CkEQqDLZfR7nf9t0nq+ndGX+ujNcuOS5LggwtWsMvRNCmLPCW3U/WtrI29tyWTOnJ5/u9s73X+a3c1XeGezZPdl0dx925NWx4ngpIUopzwxPo6zRisHmDBjsX6ayyYZO7g347+2fSLhaxvjO0Xy8u4DPbu7MY78EEOW5xL7CeppsTg4VN7B8RnfUMjEeD0jEAiIEwtQyPhzfiQ935VN+2kbfhGBu751AYZ2Zmd3jQPB22VQ12RCLRDy07rRfcmVMRjgLb+lKXLCSKJ2C5TN6MPTzPX5z8oIAwYrANxaVTTbEgkD7cHXA8/TJYam88WcOH03ozOiv9vsJU364K59N2VW8MKI9n+66yCtj0pGKW3YZNB8zMFid3PnTCSK1cgYkhXBjh0geXneG2b1aTzrszK/F4nDz0a58rAGq5CqZmCCFhKVHSzhd0cSkxYdZNr07L23O9on/dYsN4r7+SYzOiOD+NafYdOGK3oVOIeHrKV0JVcvIqTGx9nQFv5+vYtXsnly4NK7SNzGYD3bmU1BnZv+la5NYJGC0OWlNGN/mdKOQitiRV0uNyc6L16cTopKilolpp1dRZ7bzye4CzlQ2kRSiYlbPOLbn1rByZg/Swv+Bz3MAxCKBMRkRbLyrDy9svMDJcgOJId5E3vXp4cT9RVvUNv7ruF12LCU7ff8Xq6NwGgKPsAA4DQUIUg0IEiLHraN26wPYq4/7HlfEDSW43ws0HPkAmS4RWWhHXE1FeGwNiINSiBz/M476HKzF25Bo45CFd6HxyPtYS3ZiOvs9kRPWI9HGU7lufAvBPqfhIvV7XkCdNgmXpRZHYx51u55ArIlDJNXgljQCAs1t+5ojSBR4XA48HheNh9/1C/YvYzy7GG2Xu9sC/jZaIIhErT4mDUsi8ak/Kf1iOo5ar86FWBeBoNSR+PR2yr+bh/n8dgAkQVFETv8QVWpfvzXESt1fDtAlQf6VdmnfaajTh+Bx2hDkGiTacIQAv23/CLFchSbrJlLfvIDp3FacTdWoOwxDFp7c4jXb+NfyvzLgHzx4MIMHX2nVi4+P5+LFiyxfvtwX8K9fvx6Hw8Hrr7+OTCYjLS2Nc+fO8e2337YF/G0ExGh3sroV2zqArbk1tA9P5GhJI3vya7mzb2KrM761Jhs/n6kIGFBkV5vYcL6Kge1CeGtrLjd1jGTptG7UmBzk1ZqID1YSG6Qg+Z8I9i8zsJ2eDpEaLlQZmdE9loomG7N7xWOwOFh2rJTtzdSsgxVSTHYXkVo5naO1vhb2aqOdeatPsnp2Lzacr6Le4iBEKaWdXoVYJCJIKeXzSV0Y9ZXX5u6LfYV8c7CIVbN78kgrNn3p4RqClBLCVVL+PiiK50a0Z39hPUEKKT3jgwhTy6g22pnZI46SBgsGm5OcGpOvwvzksFSf8ntZo5Wl07ux+qR/W/Gh4gZGLtzP8hndWXuq3C+p0DM+iA9u6sjrN3TgywOF7MyrQ6+Scl//RAYnh/oqizvyavhsTyEj2ofx+7nAM8jDUsP85tM7RGp4e2xHn1DZS9enE3ypspgSqmb7ff15d3sea05VIBLg1qwY5g9OIeXSuIG9WUBXUGfhrpUneHJYKgkhStQyMVanmy0Xqrn9x+N+gdbui3WIRYJfsH8Zl9vDU7+dY/3c3szuFc+Adno2nK/kgx15JOpV9IwLJkghodEauArXKUrLsNRQZvSIJy1MRZJeTXKomu5xQRwqbiBSKw+YGAOID1KAILD+TAUOl4fx3x7yfY4PDEjC4/HwWTNXitwaEytPlPPnPf2wutwsPlREo9VFkl7JooPFvgD2MhvOV/PY+rN8NaUrOoWErjE6jj86hPVnKtl9sY7OURr6JOpRSlq/ufr1bCXf39aNt7fn8fPpCpxuDymhKp4dkca23Bo6R2u9ThkBXCjOVRqpNtr4I6eGe/onkRRAzT9Qu39lk401pyqY2zuB/DoTmdGt35h1jw0ip9rIE8NSeOUqK0eAp4alsq+wHvmlY2ywOJi57BgvjmpPjE5BmcFKbJCC3vHB/x975xkYVZm24Wt6y7TMpPdK6C30joAooIKooILYe9nVtay66qqrq65rd60oIiiKIlgAFZDeW0ggJISE9F5mMr18PyYMDJlgw/qd6xfMOXPOmZq53+d57pv/fFcSIvYhsAgx74O9LJs3iBc3HmV/dRtlzXaeWXeEqwcnE6WRY1IHFsr0Jy2ceH1+lN8TVaiSSlh+1WDyqltptLkYnGIgXqtgR0ULa4oa6RmrRSwS8fH+Kj7Lr+E/03pQZ3UxIu37I0zDYdLImdQtmp6xWuxuLxKRiES9EtnPjFQU+GGIxDJk5t6I1anIjAMQSUSIaMFW/EnY/eXmXnislUSfu5CGVVfhatgfst1RsY62XToMw/5B45pbaN50f3CbzNSLqLPn47XX424pwlG9BffmfwS3+91WbEVL0fa9BXdT+EVJd8sRVKlT8OOjZesjACiiByKS65CKxcRM/wJn1WYsB97C237ib4hYacLvdeO11YJEjrVwcZfPifXg+yhjB33/kycg0IFYKkedPZLUB7fgtTbg9/mQas1IDfGIxGISb/sEr6Uev8eFRG1Aakzo1CnwcxCJxchMSWfkWBKFCklMBvKYjDNyPIEfxp9S8IfDYrGg158wl9i7dy+5ubkhLf4jR47kjTfeoLW1NWTfH4LX23U1TOCX5fhz/0u/BhLAoOq63UivlGJze1lVWM/j5+TwzHdHUErEnNsjhrgIBYaT8ttbHR6WHajp8ljL82uI0sjpEaPj1mX5mNRFbLxlOJf0PeFe+lMeb5xWzsprh1DR4qDZ7ubFjUfZVt5ClEbO1YOTuWZIMld+uBe318+cgYlUtzmZf0k/bvk01PnY74fXt5Zx2YAEVhXW89/ze3LPFwd5/JwcDAoJQ5L0bL1tJPd/dYhtZS3E65QoJGJm9YsPji8cRyyCF6b35GCNhRWN7QxJ0JKglXPVSRVOm9uLz+9nYnYUFqebvvF6/P7AGIHL66Wk0caGkiZSI1VUtjoYlGwIEfsn85fP8nliSvcQwb+zvJWHVhdxYZ9YBiYYMChlWJ1eHll9mBen9yLFoKS81YlYLOb8XrGMTo/kpU2lnUStQirm+qEpVLU5WDJ3IBKRiGPNdkqabHyaV83/LuxNnzhtyGuXZVLzzNQe3Ds+ExEi4rRyFFJxcB+zRo5cIg6aN1a0Orht2QGkYhHvze7P7Pd3h32cqUYVO07qCjmVQ3VWrE4P7U43rXY30REKFu+t4orcRLKjNdwxOp1HVnc2BBqTbqJXrJaXp/dCKRUjEomC12pxenhu/VGuHpwc1qxRJIIRaZEcqLXwzqx+TH5jW1DsHzf2m/pW53Zwl9fHLZ/mccOwFAYlGznv7e18Mm9QJ7F/nKV5VTx+Tjc0skAFN8Wg5NYRKdwyPIVjrQ6ynlzDdUNTuHNMejBm7jiRahlXDU5m+js7uLhfPPvuHMOBGgv1Vif//a6EAzUWnju/J093MV4CsLKwnn4JOlweX9jPqVkt4+K+cSHvweOUt9h5YEI2Xx6s4+YRqby8qTRku1Iq5r/nBzwU5g5M5I2L+vDixlKKGtrpFqXhkbO7se1YM//dXMarF/bm/d2BKmajzcWtnx5ALhFjUEm5ZUQavWK1vL41fLXV5vJS2mwjy6zh3O7R6JQy7vjsAH8bm0Grw8MnedU8NCkbr89PbpKeneWBLotai5PUSFWwK+Vkesdp2VnRwpqieubP6kdkx/dpWYuDWouLrccCYxKDkgx8euUgnlpbzAMrC/l0Xi7NtkBXyU8l9pTxp/9vf7N/rb+Tp+L3+lCl/YXqNSW077Ij08qJGRWPYZSelg1Xd9rfMPg+fB4HPntDJ7F/HFvJCnT9bsJZvTXkdnfjARpWX41u4F9wlK8Ne1972ddE9Lwq7DaZqRdR534Annb8Lg+GwffTfmQFuj7X0rT+TuylK8HvQxE3FPNZr9C66z84KjcikuswT3ydli2PIB3/Es6abcRe8DnWggVYDrzV+UQ+909+HX6r11HgzPJTX0exLgbxSXPuPr8fvF5ESh1S5YlFYp+va7NngTPLb/2Z/KHn/X8h+MvKyli4cGGwug/Q0NBAYmJoy6TZbA5u+7GCPy8vfBSMwK/HL/0aSKVSbhyS2KVQv3xgIvN3lKORS/gkrzooCO798hC3jUzj/F4xxKrE+FpqkJsTThsHJRWLaLK7gvnojTYX9315iP9M605refHP+mJRqVS0iExMe3t7cM66zuriiTXFTMqO4uFJ3Vh3pIGL+sXxZUEdsxfuClvpza+x8MS5OQxNMXLvFwe5bnAiWSoXe/fuBUCr0fDK9N6Utzjw40erkHL3uExGpZt49rsj1FicDEk28sCELDYcbaS4wcb5vWJ5d08NRqWYCzM12JrrUeoj+a7Gz+3LC0Ja+q8enMzINCMZJk1w7v/Bidm8t7MCTRdmbRDIjw+3fU1xA7ePTsPt9fPYNyeqpmlGJQfr27n0/d0c7Ji3TzaqWDC7P29sLePj/dV4fH7GpJt4YkoOD68qZPXhE7E2Vw5K4q4x6UxI1eJvb+booc4eBSfTcsr/1ToDfxuTxuNrjmDWyLlyUBK943S0Odz0iOm6zdnn79q07jgSsYg3tpZyTnYUComYywYk0C9ex/hXt7Bk7kAi5FKeWFNEk82NTCLi8gGJ3Ds6mdqSQ1Sf8oNCKpVS7DOyqbSJa4cmc2736JAuCKlYxJsX9+XdnRV8cbCWZIMqxFMi3aQhrwsBD7Cvqo20SDVby5rRyKU0dhH3ePyxN7S103qssNM2jSmWCVlmXttSxj3jMvlwzkA+3FtFfbuTcRlmzs6J4t7PC7iwdxzX5sYjcbTxzo5yvjp0ogru8vpQybp+btVyCckGFS02J3lVnT+vIpGIR8enEq2R8+b28oC/hULCHSPTGJseSX6tlV5xWlrsbt67tD9vbTtGjcXJsBQjs/snENVhuvj4t0VkmjXB1IAB8VrUHiurbC5a7G5KGm2dFtlcXh9mjZyLe5qwu7zB2ftTUckkHG2ysf5owG0/y6xhwez+RGvkzF64m5l94xiaYmTu4r28M6sfk17fit3t5d9ri3lpem+uWLyXRtuJ1yhWq+DF6b1pancybVp3yg8XcMzvR2UwseCQjafWnlhAKW5oZ+n+ahZfPoCjTflYnV7qa2soaeo6g13gh/Fr/laRy+UkqmIpmZ/H8fYjd6uTo4sLiRo6EP3QZ2nd+lcAxCozkaP+DUiRauLxex1ET/sEfC5EEgWO6q207XulwwvA32mWXh7dH2XcMPxeJ1Jdh0u+SIJUm4zf5wq274uVkfjECk5tzVclTyJy7DN4Wo8E/ALkWqyFS9D1v5maZVPx2U58lzmrt1L3xSxiZ36Lu+kQYrmWlq2P4ve5cVZvoWlD4LemYdgjxF++B7wO8PuxlXxB6+5nkafPJC8v72f9HRd+c/45EF7HPw+/99fyDyX4n3nmGd54443T7vPll1+SkXGiTaS2tpZrrrmGyZMnc/HFF/9i19a7d28kP2GeReDn4/V6ycvL+1Vegyabm5uGp3YybZuUHYVRLSO/xsIDE7LYX91GVIQ8aHD2wsajDE42cM2SQ3wybxDpRjVXDkrqZHx3nIv7xlPWbMfmPvGDYEVBLX8bm0FKWjdiwpj1/VDq2l3MeHVLWFO11YfrefjsbC7qE0ecVkFRQ3uXbd1pkWqW59cys3ccy68aTKxWhkwshpQEAA7VtzPs+Q3B+4tEYFTJuGNUGquuG4rH52fJ3ioufm9XUPi9t6uCe8ZlUmlx0yaJILdfAvurLdyybEOn87+1/Ri5SXq+LqznrjEZ9E3Q83l+LXsqW9GrTv/VJu1iVs6glBGplrP+5uG8va2cvVWtiMUSrlqyNyj2AY4125n29nbuHpvB+puHU9nqJCpCRv94Ha/N7EtJk41Wh5uc6AiiNXL0SimgAYynva6uuDXWzfA0Ez4/PLv+CC9sPIpZI6d9ZBpfXjOE8+dvD6YgHGd0eiT9E/RIxKKw3gcjUiMpaWxnfUkLk3NiidEpGJVmQiYR8eSU7lz5wV56xmh58+K+iBChkonJjoogSa+A6D5hr9PWUeW9Zsk+/jExm+uGprC3shWtQkp2dARauZQl+6qIjpCHiH0IVCq6el2Oo5CK8fkD4zXm03wGJGIRZr2GtNR+Ybe/dXEk/1hVyLPrj6CRS7m4TxxzBiYyMFGP3e3lvdkDiIqQIZeIAT2vzDBywTs7gk76nx2oZXb/+LDt9ADn94zFpJbhQ0Tv3r27vM4np+r5y5gM7G4vGrmUWK0MqViMDxGT39jK9F5xpJvUzMtNoqrNwf7qNqa+tZ0Fl/YjTqegus1JcUM79391iIv7xjG5WxQmtZb79SaUMimPf3OYByZkM61HDJ/l19Du8nL5wESGpxqJ1yoobrSRZFCFJGPM7p/A7P4JNNvdxGkVDEoy8Ox3JWw82sSi3ZUMSzVicXq4oGcsm0qbOdLYzvZjzXx7wzDe3FbG9mMtfLy/ipXXDaGovp3ihnZSI1WkmzSoZGK6mY2YNXIw9wUC4v6ptZ1/KLm8Ph5ZfZibhqcSoZCQkZwIyV37Ggicnl/z72TwnDY3RW/tJZypQ/3Waky3XIbJOBS51o/HcpS2fa+CSIx5/Eu07nwT66H3wR/4G6hMGk/0OQupXzkXn8sKksDnX6KOxTT+RdxNB7Ef+waRVI3P0UzM9C/A58HVWIBYpkaqTaYt7020Pechi4glosccrAULANDkXIoqaRxVi4bi74juE0kUmMa/hKNifYjYP47f66Rt93OIIxKw7HkegOhpn+C11SCSKPB7nbRseQi5KYf6VVcji+xO5Jj/oMm+CL/fQ0+TEZE67ke3Xf8Wr6PAmUd4Hf88/Nav5fHzfx9/KMF/1VVXMX369NPuk5R0YsaktraWuXPn0r9/fx599NGQ/cxmMw0NodWC4/8/Xun/MUgkEuFD+xvza7wGUVoJj5zdjSsGJbFgZzlur5/xWWYqW+zc8PF+bhuZxoV94ojTKZnSPYZYnYL528tZdqCGJfuqGJdp5tL3d7PmhmFMyDIzLMXAlrKWkHMMSTYQo1WQHR3B7IW7grf7/X6sLi+VbU5MGjmKnziDanF6w3oHHGd1YT1XDU5Co5Bx4/AU/relNKwJ17VDk7n3iwLmDUoi6RTzqzaHm/u+PBSyWOD3BxZM/rHqMJNzonl+w9Fgu/HJ/HttMSuuHsyLG4/yxkV9eWljaZfX+vb2cqb0iOaszChmL9xFRauDLHMg3k8jl4StXg5KMgCBkYWCWgtX5CYRp1MiFoFeJeP6j/chk4i5Y1Q6D07MoqTJFmxXPhmby8vDqw/TP1HPnEW7yf/bWBQyKSmRUlLCzG3/HKK1EiIU7Yx7dXPwtahsdXDPFwc5NyeK9y8dwOyO+DyZRMSl/ROY1C2aw/VW/j2lO3edYqJnVMn4+4Qs5m8/xj3jM5n34d4QU8gYrYI3L+7LncvzmfHOzuDtK68dglYh7dItPdmoCs6I/2NVIQqpmEyzBrvbS5ZZQ6/YgDNwo81N2inP0dEmGz1itV3GUA5LMXKw1kpukgG/HwrrrAxJNrAtzNjCnIGJxOmUXX4fJBpUvDS9Fw9MyMLm9qJVSInXKcIa7AGkRKr56tohHGu2c6jOSrJBRbJRxapDdWw/5b0xq188OdERPL22mKen9Tjtd5JaIiHN1HlMyOPzU97i4IWNR8Per6bNyZWDknh3ZwUmtZy7xmYwMdtMtDbgDRCnV/HYOTncPDIVi8OLVinhvJ6xSMUiFCd1JpjU8pBkjAcnZuH2+rnw3R3BBSSdUspz5/fCqJLx4d4qpvWMYUiyAb/fj7SjS+nOFQXcOiKNa4akMLVHDFanl/JmO0NTjFzSL55WRyB2VKeU4fb4ONZiZ8PRJppsrtN24+yvbiPDlE26SS38fT1D/Jq/VdwOB47arv/WWIpaadjpQiwTkXxeFiKxAqk+hdY9z2M9uCBkX0f5GvxuC/pB9+JuPIij/DsQSTBPep3GNbfjaTvxWbGXrkSddSGKmIE0b/x74EaxDNPY51HEDkaq0GEc8RgSVRSWggVEdLuY2s+mc3LF3+914qzeelqDQUfVZvS5dyLVp2MYfC+2kuV42o4RNfld6r68DPxe2os+ISLnMtSZ02jZ8lBw1ECsiiJy5BOoM6YhUf74hWDhN+efA+F1/PPwe38t/1CCPzIyksjIyO/fkRNiv2fPnjzxxBOIT6kc9evXj+eeew63241MFvjBtXnzZtLS0n50O7/A/y9MGjkmjZxEvYKP9lbztxX5WJxeFl7an4O1Vgb+d31QlMkkIh4/JwezRs7BWitpkeqAqVe7i16xOhZeNpCtZU3M316OH5jeKxazRo7XD29vOxbiLH5u9xiW59fw+tYyNt48gkHJP61aLBOLEIvCFl2Cj0/fMVubFqnm/UsHcN3H+4PxaXKJmL+flcm+qjZitUpUss5V2cZ2F18e7DoBYHl+bUhV8TiJeiXXD0vBoJRy7dBUWhxujrV23u841W0O9AoZ1RYHFa0OsqM0fHD5QJ7fUML/Zvbhyg/24jnpgZo1cv57fk+eXldM/3g9cwYmcvMnecGItJ6xWh6dnMMz64qZ/s4OHj8nh4lZp18AdHv8rL5uaKdFjzNJvdXJbcsOhH3NvjxUz/0Ts1k2bxB2j5dUo5pFuyuYu3gPd45JJ0Iu5bOrBrEsr4aqjli+oSlG/rYin9tHpvHsd0dCxD4E5rCvWbKPp6f2YO7iPcHbLU4vFqenS8GfoFfx1bVDmPjaFuqsLpweH/k1FnrHabl9VDqXvBdYwPL5/WjkEqb1iGFFQeB94vfDh3sruf+srJCRCgCtQsqL03vx0MpDdI/VceWgJB77pojFlw/kP+uOsKY4sFgrFsFlAxJ4bHIOmi4MM4+jlktJN/3wP4GxWiWxWiWDT/rcfTAnl71VrSzcVYlKKuaKQUl4/X5mvbeT+bP6Ex/GnM/h9tJid+Px+5CIRMRqlZ2qfDqllFitghpL+DSIQUkG+sbruGl4GnKJCK1CisXpod3pQdMx566USUiLPL2xpzlCwfCUSJ6a2p0P91aRYlBzzUf7QvZpc3i49qN9fHblIL48VEeCTsn7lw1AIRGTZtJw7xcHAXhx01H+t7WUIclG5BIxYhEsvnwgIpEIgyrwfvF4fWwsbeLcN7fh9PhIjVRx64i0Ttd1Mgl6ZZfxhgK/c76nei2SivH7/Nhr7BQvdBM16Em0feRUf5gbdn9nzQ6Mwx9DlXo2jsrNqNOnYiv5PETsH8dWtBRN1gzECkOg/d/npnHNzSgTRkBEHFJNLJLIbsRcsBzL3lcI57zvc1kQa+IQK/T4nG2d9pGozChih6AfIKV19wu4GwMLZ7LIbqjTp2A7shyfvRFtr6tp+PrakMUDn72ehq+vIVr+AZqsGad/HgUEBAR+Jn8owf9Dqa2tZc6cOcTHx3PPPffQ1HQiezcqKgqAadOm8fLLL3P//fdz7bXXUlRUxIIFC7jvvvt+q8sW+IMRp1NxzdBkzukeTavDTU2bk4dPMTlze/3c/flBPp03iHidgnVHmoK3Q0BQp0WqGZkWSWO7C6fXR1O7m/u/OsTeqhPzzAaVjJtHpHLJe7twe/3ctuwAK64eEmiN/ZGYNXLO6xnDsgOdBblULOKsLDNaRUDwq+VSRqZHsmB2fxweLx5fYBZ/wc4KPskLOKcfzzy3uTzUWpyUNgcE+kdzc3lp01HWFjd2Oo9IBF5f6Hn/OiadMekmHlpdyIMrC5FJRPxjYhZjMkx8WxR+dndQkoE6q5ORaZEsmzeIqjYH5S02Lu2fQIZJzfqbh7PsQA3lLQ7GZpiI0ym5+sN9HGuxc/3QVM59c1vIgkB+jYVLF+7i0ysHMfWt7fzz68Md8Xjhq84iEeTERJBt1iCVdF74cHt9VLU5qLe6kIhFREfIidd1FnjfR5vDE2wnD8fKg3WMzTQzc8FO+ifomdYjBq/Pz+I9VTx8djaXLNjF5JxoEvRKvi1qCArqQclGbvo0vKdArcWJWERQTGaZNdRZA7edjt5xOnbcPoqC6hYqLR6yojQY1TJWHqpjTIaJDJOaOQMTsTg83DIyjUSDkgU7K2h3eVldWM8bF/Vl1XVDeX1rGTUdBm7Te8cil4h5YXpvbvn0AOMyTTyb2pPn15dwTk4UD03KRiYWYdLIidUq0HYRuXemSY1UkxqpZliKkSON7XyeX0dKpIrV1w8jSa/q9J442mRjX2Uri/dW4vPD1O7R5ERridXKSThp/6SOCv01S/Z1OmffeB1pkWrUcikikYijje2sKKghRqtELhEHBLJBGfwMfx850RGo5WKm9YhlzuLwBpBen58vD9Zx0/AUMs0aojoiR5UyCfMGJQUNMt1ePxuPNiGXiNl4y4jgwpDV6aa6zUmbw8P587fj7EieKG2y0y06ossFyCHJBpIMKpSn8UsQ+P0iVUvRpOhpL+vcIYUIlFFqXM0B41OvzU3Nd41oU9XgCz9GBuBzW2nb8Q6RI/+FTJdC/ap5Xe5rL/kSZeJYbEeWddzix5L3Jto+1yOSyJFq4hCJxLhbOo/mSA1ZqNLOQapNRJUwAokmFkfVVlp3/Qd8gXSOiB5zaPj6uk6O/9aC9zBPeBXbkeUoUybhsVR02SnQtPF+FPHDkWpiu3wcAgICAj+XP6Xg37RpE2VlZZSVlYXE8wEUFgZMnLRaLW+99Rb//Oc/mTFjBkajkZtuukmI5BP4UajlUrKiImixu/nb5we73O/DvZX8ZXQ6//y6CINKhkkd+mM8yaAmQi6lzuoiUiXnnvGZvLq5jCabi7EZJqb2iOXOFflBR/Ntx1podbh/kuDXKmX8Z1ov9lQGoraOIxbBe5f2J8UY2mqdoFfR7vJy89L9bCxtxunxkaBXsvSKXAYmBrphmmwu3ttZwT1fHAy6yWvkEp49rydRGgVL9oU680/MimJLaWDx4/IBiVyem4BMLGbS61uD8+Zur58HVx5m9fVDw0bEScUirhmagsfrQyIWsfZIPZFqBclGFSaNnNs/y+emEWlsK2vhgQlZfLC3krc6IurmDExkwc7yELF/HIfHx2cHajg3J5oVBbUca7Yzu288i05JF4BA+3aCXhlW7De1u1heUMMdn5143eJ0ChZdNpBhKQbkP2IkQywWdTmLDwHhpZZJ+HDOQKraHPSO1XL7qDRe3HiUyhYH1w5N4aVNR4OLFhKxiEcmdaPB5urymBCIYNQrpbS7PDw0KZtDdVaiNN8fjxavU9BYVseE3MBMm9Xp4dqhKdwyIg2FVEyL3U1BrZX/rC8i1ahmw80jaLa7KW2y8eSaYvJq2rigVyyDkgzk11p4YVMJ228bhdXi4f3LBlBndeL0eBmXZUIuEWP+GSMuZ4IYrZIYrZLhqaaw210eLxUtDu747ACfn2RkuHR/NSPTIvn3lO5sONrExOxoYrQKxGIR5/eMxXeRn/u/OhRcMJrZJ45/T+lBrE6J3+9nZ3kLdreXTw/U8uXBWnx+6J+g56mp3RmUZED3AxY+VHIJ3aK1HG1sD+usf5zSZhuPnt0t6KwPgW6gJ8/tzuRu0fx7bTF1Vidj0iP5+4RsMs2B75EWu4uSRhs3Lc3j+mEpIV1LAB/sqeKBCdmdUh0iFBJevaB72AhDgT8GUrWclOk5FP5vF95Tvr8TzsnE0WDrdB+xLAJEYvB37TKuiOqDNCIOv9cZnPEPh9/vAXHo94LHUkbL9n/hbszHOOJR/F4PclOPEMd/WWR3Ikc9ScO3NwXN/gBUaVOImvwO9V/NRZ1xPiKZJmy8n99tRSSWIdGloowbQvvhj7q8Rk/rEfyerj93AgICAmeCP6XgnzFjBjNmfH+LVE5ODosWLfoVrkjgz47D7Q3bon6c8hYHKwsDP/Sfnto9bKuvUS3H2JHPblBK0cgl7ChvYXdFK+e+uTWkAiYRi5D8jIzVNJOa9TePYGd5CysP1ZFiVHFhn3gS9cqw7uPZURF8ODeXxnYXLq8fg0oaUqneW9nKX5bnh9yn3eXlhqX7WX7VYD7LrwlW9eblJqJXSnlgQjfMmlL6Jej45nADuytaw4rPO5fns/K6ody1PJ9NpQGTwx4xETw6OQeFVMRnB+pwerxc2CeeR78+zMOrC4mOUHDN4GTw+7lpRCqRanlQ7AN0i4rgvV0VXT4/eypbGZkWGB8SieAvYzKQyyQs2l2Jy+tDLhFzRW4i/5iUHZJDfpw6i4PqNiebS5tDHlN1m5OzX9/K/rvGkB3VtcP+qURp5MzsHceH+zovOohEMCbDxPMbSmiyubl3fCbv767goUnduHlEGhUtdkwaGVcPTmJ/dRstdg9pJjULdpaTYVYHK/jhSDOp6R2r5aUZvVl5qI57x2eh+h7n/+Oc7EAdcUqcmlEtZ0RaJIviB2B3+zCopNz/1SGeWXciIm/BzhOvj0YuweeHlzeX8s6sfhhUP/y5+y051mwLzOM322iwuUPE/nE2Hm1ic2kz3aIjeGZdMY+c3Q21POCTcOWgZM7uFo3F6UEpFRMdISeio3Jf1eagxe7mxqV5VLWdiIfcU9nK5De2sfW2kQxMNPzgazWq5fSO1bL2SOeOHIDBSQZ2lLeQHR2B5qQFrmitgov7xTM+y4Tb60evlOL3Q4PVhVwiptbqZP6OcuranTTZ3J2Ou3B3BbePSuOjubl8tK+SilYHYxPkXN5dTZq260qvwB8DZbSG7rcOpmlfDZYjzci0Coy9omktakSmVZA2uxetBxvwub3ou4mQqECdOR1b0dJOx5JF9sBrq0WVNBa/1400Ih515gys+W+HPbcqZdKJGf4OFDG5tBd/iqt+H217X8Yw5EHUmTOwHFwI3oCRqGHoA9SvvhqfPbSzzH70C2S6FOIv24XP2ULNx2d1PqlEjnHYI0h1qZjHPYfPZUWdOYP2I5/htXSOihUrDIjEv05HkoCAwP9f/pSCX0Dg10anlDI4yUBJY+eKBUD/BB21FidfXjOYISmRYSvCHq+PqjYnFS122t1e0k0alufX8kUYkXBh79ifVN0/mSSDiiSDium9437Q/pFqOZHqzudssbvDZq5DoA1++YEabh6Ryv6qNq4cnBx4nppsPPbNYV64oBcD/7ueBbP788KG8AZledUWFuwo59aRaTw6OQe1XIIIEQ3tTnZXtLK5tIk7x2Zw3tsn8ttrLU4e/7aIqd2juXRAIqeav9e3O0k0KCmstxKOBH0gMk6rkBKjVfDY10XcOSaD20el4fT40CqkxGrlGNWh1e46q5N1xY38e20xtRYnQ1OMLJmbGzJn7vL6eHdHOY9OzkH8ff3xHUQopPxrSne2HGvmWHPowtIrM3pjVsu5fVQ6KwpqmLlgJ6uuG9pRdQa1TMxZ/9uCUirhqsFJPLXuCHE6BRkmDXsrW7l5RCpPrinudM4RqUZSjSou6ZeAVCzi72dlkXiGfQoiFDI6usO5uG9CiOA/mbm5iXx7uB6r04vPD7+HBm+/309Vm4NaixO720esTkFMhIIIhZSGdicrD9Xx8OrAe3xrWXOXiRwAi/dU8tKMXry4sZQbh6cGvQUkYlHQG6LF7qbR5qbZ7iFKI8fq9HC4vj1E7B/H6/Pz0MpC3r98QNgFqXAYVDIeObsba1/Z3GmbWi5haIqRNUUNKLvopLC7fZQ325FJROyubCVep0SrkKJXySist1LZ6iArKrynwPMbjvLlwTpWTTfi2f0V4qP7ic66Dbm+xw+6doHfLyKRCEWkCvPgeHweH856G0c/PIDPHVgAliilGPtGkzA5ieZNt+AzXUJE98vxOVtwHPs2eBy5uQ+m8S8hkuto2fEkkSMeRaZLwTD4bmwlyzuJc2XCSPweG17bidE1sdKE3Nyb5s3/AMBeuhrjiMcRoyNm2lIa19yCz2PH77J2Ot5xLPnvoO17E2K5Fqk+Hc/J4wBiGdGTF2ApWEjzxhPjoVJ9BuazXqVxzc2dWvu1/W5Bohba+QUEBH5ZBMEvIPAzqGlzBNui/zEpm9ImG1tPMUBTyyXcNCIVk1oenH09FZfHy8ajzcxcsJMWe6AKJhbBbSPT+M+0Htx5kst6gl7J4+d271Q1/a2wu70cPU0rcFFDO+/M6gcE3OG9frh6yV4cbh81bQ4+vXIQ8VolJo2M6rbwJmURHS7qcqkEiUjEptImesRoefybIv51bnce7WLB4fODddw5NhO5WMSgjgolwAd7q3hmWo8uvQEuHZDANUv28trMPry3q4KledUszavm2iHJzB6QwIaSRhptbu4YnU50x2va1O7iga8O8ea2Y8HjfJJXzYqCGj64fCDFje1Bsb6zohWHx4v6e4zlTiYtMtD6vrm0iZ3lLYxON5GoV7K7spUhL2xgVLqJv43NYFa/hBBhdajOSmF9O/3idUjE8OqFfdhV0cKBGgsen5/LBgQE/Qsbj9Lm8CARi7ioTxxPTe1BokFFn/hfx8Q0XqfggQmdDftyoiO4eXgauc+tZ/HlA5GFWSz7Kfj9fppt7kBcZJiFrNPh9fnZXdnC9Pk7g4JbKhZx19gMbh2ZxhtbywIJDgl6dpa34Pb6cXi6blG2ub2IRCJcXh9NNjfpJ00GuD0+DtZZuHNFAd8WNaCQipkzMIF/TMpmc2lTl8fcWNqExelBr5TRZHNhd3tRSSVEnmahsG+8joWX9ueOz/KDsYmZZg1PTe3BP78u5K2L+yM5aZHK2eHrUd3qYOZ7O3ny3B6IRPDVoTo+LwiMGCTqldw/IYsss4b9VW2c3S2KVYX1nc59/+h4ZJv/i0IiI3LWU8ii0hB9T0yjwO8Xj82Nz+VFJBYh1cqRaRRE9onh8Bu7g2IfABFEDUlErtcSOfwhqj4cjd9tRT/wTvT9b8XnbEUs1+F1toFETt1Xs4kc9gg+lwUAmT6d+FmbsOS9SXvxp4hlGiJ6zEWZMJL6lVcGT6OIH4FpzDPUr5x30lX68Xsc1Hw6FZk+jehpH+O1N+BuCO9rAuD32PC0llC/+mqizp5P275XsZd+BX4f2t7XYStdhf3o56HPResRGr69EePwf9Kw6sQ1qTIuQNfrSkSS38ffcgEBgT8vwreMgMCPwOby0GRzIxEH2vQvX7SH4g6H9xitghcu6MXm0iae76hW94rV8vYl/cg0hTd1O05Zi4Nz39wWnH+HgInVcxuOMn9WPx6b3I0d5a1M6xnD6PRIkn9BR/gfi14p5fphKbyxtSzEE+A4AxMNKKRiYjoiw6rbHLQ6PPz3vJ48+vVh1h5pZGyGiStyk8JWmgFm9olj2YFq3tlZQZvDw8QsM33idfSO02HWyLvsrADYXdnCppImnjg3hylvBQzDai1OCmos3DMuk6fXFQfHJaTiQKpCm8PNquuGsfJQHc9+d6LqnGJU85fP8kmLVDM2w8T7uyu4bWQ6ErGIKosjROwfx+3189g3RdwwNIW/f3UIgL5xup80c55kUDEiNRKPz88/VhVSa3EyONnA+5cN4MWNR7nigz2sv2lEyLG3dFSWrS4PAxONnP3G1qCnAHRUV68ZzLhMMya1DI1CGqxU/5JUtNjZX93GtmMtZEdpGJEaybVDU5jSPYZ3d5bTbHczrUcMPWK0XLRgJ91jIshNOjOLD+Utdj4vqOGdHRVIxCJuHJbCWVlm4n+gG/yxFjtn/W9LyDy6x+fnyTXFpEWqWd0haE1qGVVtTnZXtnDZgEQ2Hg0v0Kf1iGFneeB1Up8yMlHU2M6QFzYGR2KcHh9vbivH64MEQ9fz7WaNHK/Xx5qieh5YWUhhnZXsKA2PnZPDgAR92EUOrVLG1B4xdIuK4FiLHZFIRGWrnWfWFfPYOd1Jiww8P/VWJwW1Fl7cWEqrw82k7Chen9mXBquLv67ID4n9rGh1cOPSPBZdNoDyFjs3j0glJzqC+TvKaXN4yDCpeXpqD0anGdD3/TcihQaxVGhx/qPidXqwVVloL29FGaXB7/Uj1yuQaRWoYiLIuWUQtgoL9moLqtgI1Il65IbAoqnXVovPHvjstGx7LHBAiTzYah87/StMo5+mcd2dxEz7OHhOmT4N47CHieh5Je2HP8RasABL3lvo+l6PRB0DIgk+txXLwfdxNxcG7yeSafC7rfhdbbjq99G88e9E9L4OSUR8l49PrIzE52jEZ6+n7otZaHtegXbaUiSqKERiCVVLxoR/XizlSNSxRJ37Pj53O4qofohVZqTaxJ/1fAsICAj8EATBLyDwA/D7/RQ3tPPY10V8ml/N0isGccH8HdjdJ37w11qczFq4i023jOT6oan48WNSy4nWdvyY8flptruQicXB2DsAn8/P0v1VIWL/ZP71TRFvXNSHwnorz60v4a/L87lnXCZXD0kOVpd/C1rtbo612HlvZwU1Fif3jc9Co5Bwx7J8Gm2BH2hKqZipPaKpaHEEBX+EQsLDk7K55dM8CmoDLfXrjjRyw/BUxmSY+O6kGWKRCJ47rydfHarjiTVHgrcvy6/lq8J6Pp03CJNaxvuXDehwEq9laV51MAUBQCWVcOWQZDYdbWbzrSN5bn0JG482saa4gYcmduPCPnFsP9aMRCxiWIoRqRhe33aMGz7OC3lN1HIJQ1IMfHGwlp3lLUzrEcNzG0qY2SeeJIOKDSXhZ58hMFf997OygMCiwhWDkkIqpd+HzxdoH3d6vDy55ghvbT+xsLA8v5YvD9ax+PKB3PNFAXsqW0Na79M78u5vGp7G1Uv2hoh9CAjVixbsYvOtI+keo/3B1/RzKG5o56z/bQnxvdDIJXx9/VByEw1kmNQcqGnjuyON+IE3L+5LjFZBwhmIZytvsTPpta0h4xxby5oZlmLk4ysGopZJabK78fv9RGvkRIRpiV9X3NDJfO44j31TxH3jM9lc1szhhnYu7BPH61vLePTsHNJN6k6LU7FaBXNzExn24kYGJuqJPqkCb3W6eWR1YVDsn8z7uytZd9Mw7C4fE7LNiEQi1hY3sHBXIPHg9lFp7Kxo5aIFu4L32XashYmvbeWVGb25cnBS2EUnnVJG33gdURFy6qwuEiPEXNQnF5VMgkQspqHdxT9WFfLalhOtyd8WNZCbpOcfE7NDxP7JPLy6kAcnZnO4rp3zesQwJNmIQSUjQ2kj3lGESpaLWGEIe1+BPw6Wkhb8Hh/t5RYqVx4JJtlpM4ykzOiOIlKFwqDC2Cu60329jjBjLx1iH8DnbKFpwz0YR/4Ld0sx8shuwW0iiQypLhlF7GBatj8BXheNa28HQGbqReTIx7HmvRlyaH3/22nLeyP4f3vZ13gslZgnvo7UkBXart+Bru9NWAreAwLmfG17X6Zt78sYhz+KzNw75Ho7PRRbDcrEcYilKiSqnxarKyAgIPBTEAS/gMAPoKTRxpAXNtJidzM+08yqwroQsX8cvx8eWV3IB3MGhszOljbZeH93BR/vryZCLuWvY9IZnGxAKhbj9vrIq7Z0ee7SZhsVrQ7e23XCLfj+rw7h9vq4Z3zmb+JO3mp38/b2Y8FRA7EIGmwuxqRH8tW1gzl//g5UMglPTe3BixuP8tcxGcH7ahUyjCp5UOwf54rFe3ji3O7cMiKVfVVtGNUyesVqESFi0usBB+XByQauHZKMTinDDxTUtDEg0YBKJsbr8zNnYCK3jEjjovd2Ut3mRCYRkWBQMu2t7bx1SV++KKjh72dlsjy/lha7m1uW5VHSaCNWq8Dn9yOXiPnymiHIxGJ8J+XwjUoz8sL03mw/1sLQFCNzcxNJ1Cs5v1csjo73wfe9DiJRoOo6/5J+tDo6m5editPjpdHqwu3zUWd10WB1EamRh4j943h8fv75dSE3Dkvl26IGpvU8MRM6NDUSlUxCaqS603N+nFaHJ7hI80vT1O7iqg/3djK5bHd5mfrWdvb8dQxJBhXdorXsq7Jw5/J86qwu0iLV/OvcHCZkRQXj3n4sPp+fj/ZVdfJu6BETwYMTsqlsdfLAV/tYd6QRg0rKVYOTuXJQEvE6ZTDfHjhtRGJ5ix1zROD6jjXbMahkJBtVzPtwL4suG8DKQ3Us3F2B1+fnkn4JXD04iTmL9mDWyFl8+UDMJy3itTo8fH04/NhJilGFTCLG4vIwZ9Ee/AQ6BZZeMYgV+dWMyzAz7MWNYe971+cFnJMTTUqkOux2iVhEol6F1+fnaJObrw7Vk2hQYnN5SY9Uk1fd+fErJBLWl3Q9YnC4vh2FVMxdnxfQJ07HGxf3xeRpxPmvvpS5bKQ9vBNV6oAu7y/w+8fV5qS9vBVng42WA6HeM5YjzRz9KJ+My/sg6+LzKzNkdnlssUKPHx8eyzF8rjbEdDZ4FUvkKBNHkzg3D0fFd7iaClFE9UUWmUPb/tfxdzj6i+Q69APuQNNtFq3v54Ycw91UQO2KGUSd/Tat25/CUbk+cB+pGl3fGxErdDjK13Q6t6NqI4q4IR1dA+EXvWTGbGTarrsHBAQEBH4pBMEvIPA9OD1ent9QEpytzzCpTyvQ91W1Ud3moLTRhs/vJ0IhZfQrm6m1nJhP31TaxHk9Y3l4YhZL82roFdt1ZbVXrI6jTZ1b1p9ad4S5uUmkdvGj/Zekss0RFPt94nQ8OaU7qwrr+CSvhk1Hm1gwuz8JeiWrDtWTqFOSagytzB5p7PyDyOnx8dfl+WgVUrbdPhK1TML1H+0PVqvvHZ9JrFbBw6sPU9nqQCkVc0VuEgMSDcxZtId2l5ckg4qHJmXz4ZyBjH1lMy9N782rmwOVyH+uPszrF/Vhc2kz93wRGqFYc9JrU9zYjlkjZ9dfRnOs2Y5MKkankDD+1S00208I9agIOZ/OG4SmYw5/VFokIhH4w6TcTcgyk6BTsvjyAWwqbWJDSRNLrxiETtn5K7jd6aGkycZz60s4UGMhJzqCS/rFs76kgYTTjHLkVVtIiVRx6uRIkl7JymuHUN9+ekFvd3c9Y34mabC5wra2XzkoiRl94jjS0E691Umjzc0rm0upswau+2iTjdkLd/Pc+T25cXgKMsmPX+hqaHfx9ikLJn3idPx7andkEjEjXtoY7A6ps7p4ck0x64408uqFvel7kpfBoCRDl+dIN6lpPel9cteKAt68uC/PflfCpNe3MLlbNE9N6UHPGC1quZi1Rxr57/k9yTRrOnUwiEUiukVpUMokON1ecpMMjOoY8E+PVHPJe7tCOgaWHahhfUkjK68dSmG9lXZX+C4Em8tLrdVJSqSa6lYHTXY3To8Xm9vLe7sqMKpkTOsRw/R3dgZn+QGm9ojh8oGJ3DU2k7+tyOfISedutrswq7tuxdcqpMFOhf3Vbew81szkdfPwOwPfBQ3LHyP+ugVIlH+MBAaBzngdHjSJOmrWlYbd3l7aisfq6lLwS9TRaLrNor3wg07bdP3vwFqwAABX/X50/W4OewyxRIFYn4ZMn0Z76WoaVl6Bz20hotssos99PxD3J5IgVkfTsvURNNkzsRYsQKyKwpD7NxTxw8Dvx2OrIXLMf/BYKxCJxEj16bTte43W9XeHP6/ShKN2F9peV9G258VO22Wmnki1yWHvKyAgIPBLIwh+AYHvocnm5rP8E06/NRZnJwF7MmmRaj7cW4XP52dityhe2VxKrcWJRi7hsgGJDE814vb6WHaghlqri4/2V/H0tB4YVLLgosLJ3Dc+k7u/6Jz1a3N5f1Cl+Jfgk/3VQKBi/cSU7sxauCukVfzzg3XcMSqdubmJaBQSHll9mL7xOibnRJNsUJF2mkUKl9eHQiJG2jH6EKGQMCI1ErNGzh2fnYj+c3h8vLa1jAM1Fh45uxt3rSigvMXONUv2sWzeILbcOpJ/fVvMykOBSlNZsx2jSobjNMI20GUv4r4vD/H3rw6x8NL+SFwibvj4YIjYh0BG/XUf7eOb64cBEKtT8ux5PfnLZ6HxhCa1nLvGZrA8v4ZMs4ZHVh+mX7wed5gRDo/Xx9eH65m5YGfQV2BHeQuL9lTy4ZwBVLR0dmQ/GYlIxJQeoY7PUomYYSlGSpvtmNTysJV8iVh02vd0VzTbXdRanGwra0GvlNIvXo9UIkKvlCDuwnAtXGfMCxf04mCdhenzd+DpeODJRhXvXNKPJ9cUsfqkKveDKws5v1csKcYzs9D14MRstpc1821xQ8goyHG2ljVzuN5KdIQimAk/Mj0So0rW6T0B8OjkbmRHaYhQSLA6vVS2Opj13i5uGp7Kv6d0BwKLRcdjLbOjwy/2eX1+/H7473k9gwuHD60qZPbCQIv+1O4xvDyjN3/5LJ9DdSc6FppsbhbuqmBG79M7f0vEIg7XW7l7RQG943TUt7t4fWtgcWzpFblMeWt7p/GPzwtqSTWq8Pj83DYyjdtPeq8X1FrpGadDLhGHHU+6IjeRJXtPxEq+ub2ciQMug8OBLgRH2R58Dosg+P/AiMQi/F4fYYrvQdxWF6qY8NskSiORo59CasjEsvdFfM5WJBEJ6Afcjs9lxV66CgCpLgWxyvy916OMGYhx2MM0b34Qa8ECrAULUCaOxTj8Yeq+mI3XXk/MeZ/gttZgGvUvXHW7ad78EH6vA3XaFGSGTERyPe76PYgkytPO22syL6B+1VVET12C3+fFcuDNYHu/Mmkc5gmvI9V08cAFBAQEfmEEwS8g8D2IRYH54uOsLKzj03mDeGv7McLExnPt0BQeWlVIeYsdpUxCQ7uL/gl6/nVuDq9vKeOmT/JQSSXM6h+PVinl3Jxo7v/yEO9d2p97vzhIfk2geyBSLeOfZ3ej2e6mNIwLvkgEatlvE1B2fGHimiHJPLW2uJMwAHhuQwmTukVx49K8YBa9Sibhm+uHkmFSE6dThHXlnzcwgZgIOWqFjAt6xaBRSOkbr+feMIseEOiW+OuYdJRScdAJ/cFVh3hkUjc+y68J2Vcjl9I7ToFKJgkrPM/uFs26jvg8vz9QnV0yJzfs8w8BkVPf7iK2I4JsXm4So9IieWljKRWtdiZkmZmcE01Fq4ODdVaeXFuM3w/TekRjOKW6X2d1Utni4Kol+zq9r7w+PzcuzWPltUMRiwj7vhubYSLRoCRR39nITSoRY1RK+efkbtz8SV6n7TcPT+WHOwoEqLc6eeybw7y4sZTnzu9JjFbONR/tpbTZTv94PfeOS8Pu9hJxSiXeqJKHLG4NTzXS5vAEOzEiFBLuGJXO4GQjTTY3T0/ryZ1tDqa/uxOby4vFGTDOTPkJI7Dmjmz7v30eeC8l6pXUW530jtfx0OrwSQ8Q8Jg4OdM+2aBi3U3DuWjBzuDMulou4eFJ3ZiUHY3X7+OLq4ewu6KV/FoL/eJ1jEo3UWd10C/eEHYkoarVQX6thWZbYHzh07waGtpdjMow0TdOx5S3tlHZemLBZ3lBLRuONvH+ZQOY8tY2dAopcwYm0jNWiwhQy6VdfsZitQq0CilPrz3CmiMNzB2UxMx3dwYem1FFjcUR9jMN8M7Ocl6b2ReltPOCzp6KFpZdOYgL390Z8vkam2FidIaJWe+d8BPw+f34vSfOIYtKRyz/9buVBM4cUo0MiUoGIroU/V1V908cIxbDoHtRJU/A116N19mMNX8+zpodAIgkCtQZ05CqTKc9DoBEZULb62rUaefgc7YgkqpAJKVq8TB8zkCXUcPX1xM782ua1t6O/dg3wfs6qzZjyZ9PzLSPqd/6GOZJbyBRRaLOuADbkWUh59Hn/g13cxGmsc/hbjyA39VGzJQPEaujESv0SFRmJMrI771eAQEBgV8KQfALCHwPMVolt41M46YOoeT2+pm/o5z/XdiHv67ID5p3ySQi7hqTQUlje3A++el1R3h9Zh90ShkzF+wI7mtzeXl5Uylrixv44PKBPLfhKDctzeP2UWmkmzR4fD7cXj/doiOYu2h32Os6Nyf6NzPtm9YzhmfXlzAw0dClsz7A9mPNdI+O4EDHIobd7WX6OztYe+NwVl83lOs+2seWspbg/lO6R3PXmDQUHWJiYnY0uytaSDGqgq3d4Siss5JoUAUTE/KqLSHGiADjMkzolVLyqi18efVgSpttRChkiEVQ1ebgk/3V3DoyjUtOEiU1FmfYSvzJnNwxoFfJGJBo4PWL+lBtcXLdR3tZdqCWnrFaqtoc+P2BhZwrcpOQdPTe291eqlodPLW2mEndosN2eUCgo8Di9PDY5Jyg2/9xItUynr+gF1nmQPt3OBrtbvZXt/H+ZQN4YUMJeTUWUo0qbhyeSrvLy5riRjKjfnh1dcPRJl7cWMrj5+Tg9Pg4983twW0ljTY+PVDNiqsGMzknGpHoxHJCvE7BY5O7ccungeireblJPLQ64JytVUhZdPkAnv3uSDCeTyQKzKavu3E4o17ehNPjQ/YjDA9PRiwWcXG/eN7YVsbh+naiIxQca7Fj0shCFoxORauQcvIpRSIRveN0rLtpOPVWF06PD7NGTpxOEfRyECEiUi3DqJYFxW//BAORYdzxjzXbOPfNbUzIikIlkzBr4YnP/JvbjzEk2cALF/Tiwg5Rfpxmu5vVhfXcOz6T4amRvLq5lMV7qojWyrl9VBorrhrCqJc3hoxryCVi3r9sAPVWJ+/vrmBidhSfF5zoYIrSyCk/TSeJ1elFJhHhPWV2Ra+UcmGfeFRSMRtuHs6husBiWIpRTVG9lTmL9oQsVM3tH4dkw70cf7dHnf8AEvWvEwEp8MsgVcmQR6rQdzPTeqiz94Q6QYs04vv9N8RSOTJDOo17X8JWdMKNXySLIOa8pch0qT/4mkQSKVJdMhBop3fW7w+KfQBl8gTcjfkhYv84npZiLAXvYRzzNF5bHa07nyX6vKXo+t6Ao2oTIqkKVfJERBIF7tZimjfej7spMC5mPbiQxHkHkRkyOh1XQEBA4NdGEPwCAj+A83rG8uHeSr7rMKVaur+axnYXX10zhFaHh/p2Fya1nMV7Klm854S5XovdTbpJzVNrj4R19S6otXKwzsqMXrF8cqCGu1acqGLfNDyVidlmFl8+kLNf3xoyZ94vQcfLM3p3ErW/Ft2iIxie+v0lVp8/INhOps7q4lCdlfu/PMQ7s/vRYndT2eog0aAkWqPA5RVR3GhDKZMQp1UwPtPM4YZ2JGJRsFPgVKIi5CHjDSa1PKQaGqNV8PKFvXlnRzlDUoxUtDr4+1eHgtXPLLOG12b24dn1R7A4T1Qd43VKYrSKLs+tkIoxa+Q021w029y0OT3srGjBoJSRm6TnufN78W1RAwW1Fq4fmsKbF/fFoJAGZ/GdHi/fHq5HLBbxxrZjTOrW2bn6ZOqtLppsbjbePILXt5VRa3EyOt3EzD5xZJo1IcL6VCRiEa9tKeOLglquHJzEDcNTqbU4eWVzKQdrrbytVomyAAEAAElEQVQ7q99pz30yje0u/vVNERKxiCk9Yhj03PpO+/j8cN3H+9l628iQ2XSpRMwl/RKIVMu578uD6FWy4Otwz7hM/r2mOGTG3+8PJBHIxGLuGJXG6sMNaMN4H/xQkgwqvr5+GMvza1h2oIY+cTo+zathbm5SsKX9VM7KMqOWdz5nrFZJrDZ8NF5UhIKoCAU9Y3WnvR6by8NDqwopabQx/lwzF8zf0Wmfbcda2FrWzPhMM2uKQ4XUkcZ2bhyeyrS3twffo402Fzd8nMfs/gmsv2kEi/dWUlhnpV+CnssGJBAhl7L1WDMOjw+FVIztpFn/smY7OdFdL/zE6RQ43T4yzRp6xmqxOD2c1yOG20elkxapRiwWkeT1kahXYvd4uWjBLnaWt4YcIztKw7SYdhxHtiKSyom+5CmUyf1O+zwJ/DFQRqpImpaNz+PFUnzCdV+dqCV9dm9kP0DwQ6DSbx7/It6hD+BqOIBYaURmzEaqSfhZufViuQ6RRInfG/j7oMmagTV/fpf72w5/RMwFy3E3F6PPvZPWHU8h0cSh7XkFjuptWA8txt10EHvpV6HnUZkRSX67FB0BAQGBkxEEv4DADyBer2Tx5QPZV9XGe7sqUEjFzOqfwNEmOyLg1k/zwgp6uUQciBs7XN/lsT/YU8nd4zKY0jOGbw43oJKJuXZIChlmNWaNArNGwfbbR1Hc2E55x4/xZKMqGHP3S+Hz+WlodwUFsFYpDXYUxGoDz8f+qjaGpxrZXBomTgkYlGzgX992jjayu70caWrnvLe38+L03tzxWT6Pn5PDNkcL//2uhGa7G41cwk3DU7ljdDqRahnn94zhk7yaTsfSKqToVTLqT+oAuGN0Gi6vl0v7JzAx28zodBNSsYgXNx1lTIaZuR/swe8Ho0qGWSOn2uJgylvb+WReLl8erMPnD7SWL5jdn3d2lHPVoCTe2NbZHf9vYzPw4+O7kkbe313J0g5vgz5xOh6alM2cxXtOElNlmNRyvr5+aFDwV7U5uPfLg8wZGJgN9eNHq5CGLDocJ1Itw+X1oVNKOdJo5b7xmWjkEqI0chSy7/8qN6nlnJVl5tuiBh79OvQ1EYtgeOoPbzl1enzUWJxM6x7D4Tpr2Nl3gMpWB/VWVyczOpNGzqz+CYzJMGF1eUjUK6loddA3QccDKw+FPdYnB6pZc8MwJudEE/kzF7qSDCpuGp7Khb3jONZiZ3dFK69f3Jd1Rxo6xco9NCmbBJ3yF+umqbO6WLSnkrOyovjqUF2X+723q4KHJmV3EvyX9Ivn7s8Lwi5ILd5Tyez+CeRXt3Hv+CyyojTE61VUtNjx+fzolFK2l7fwwFlZLNkXmK8/btIXLkIQ4C+j00k3qRmcbODb64fh9QfiR+UntfhLJGKiO76fPrh8IJ8X1PLOjnJ8fpibm8iFPaMwNx+Ae75FFpWGRBeDRCG08/9ZUESqSJ/dC7fVjcfmRqqSItXIf7DYP45EZUKiMiE39Thj1ybRxKLrfyutO58GwOduDxj5dYHf7wWxlKaN94XE9LXteobIMf9BZu6Nq7bzIp0h9x4kmrgzdt0CAgICPwdB8AsI/EBidUpidUoGJOopb7GzoaSR8VlR1FqcqGSSsIL/soEJ+P0QoZCGNfiCQCvsFwfreHt7OZOyo3h4UjaJhtAfv4kGVUi2+i9NjcVBebOdT/KqeXNbOY02F71itTw1tQfDUozoVTKSDCr0CgmxF/RizCubQ6qEAFcPTmZtcUPQhO04UrEIvUqG2+unzuqixe7m8gEJFDe088LGo8H92l1enl53hIoWB6/O7M2jk3MoamgPSUjQyCXMnxUwdjvO+T1jGZio599rjxCvU1DZ6qDa4kQqFnFh73j+vbaYLLOGhyZ1w+X1UdXqIN2kps3hYf2RRiZkRbH6cD1XD07mpY1HWZZfwyszevMPXTavbiml3uoiVqvg/glZnJsTzfUf72dcpjko9gHuGpvBDUv3d3pOGm0urvhgD59dOYjUSA37Kttod3mDbeD/21zGv87N4daOdvfjiETwr3O6c7TRykV941HKJMTrFD/Kqd6gkvHi9N6MfnlTiPM6wPMX9OJIYzsWl4cEnZKo7xG3OqWUYalGTGrZ6fy5vpfjJnj/nNyNGz7O63KcAQKVfqlYjFomRqv8+Z0tIpGIWJ2SwnoLX147hGV51bx6YR8a2l0sz6/BpJZzYZ844rSKXzQJw+Pz4/b6Ucskp338rQ4PqjDjGtlRJ0ZmwnG43spzF/RCI5cS37HwEqOV0+bwcP3QFJ5edwS5VEzfeF0wbvCeLw7yzqx+PLWmmLVHGoHA99Td4zKZ2j2GJIMKkUhEtPb7F0HSTRpuG5XOpf0T8BPwURCJRGAe/r33FfjjIlXLkYYZX/mt8TrFaHtdg9/rxJL3Ji3bHiVy+D+xlawIu78m6yIclZtDxP5xmr67k/jLd9O266QFb7EUXb9bieg+G5H4t/HYERAQEDgVQfALCPxIoiIUqGRi5m8/xr/WFHPD0BSWXzmYGe/uCDHImpBlZmafOG5bdoBL+yfw77XhZ93n5ibx1vYybh+VxkV94zuJ/V+bxnYX64obWLi7ki8Pnqg4HqixcO6b2/j4ilxm9A5ULnQqOX3jpOz+y2he3HiUtcUNREUouHZIMjERCia+vjXk2BKxiBen90QhEbNk7kDyqtuoszqZ2Teec9/cFvZ6Fu+t5KGzs0nQK3n/0gHUWZ1sPNpEVISCLLMGrULC3WMzqbY4GJJs5JvD9Zw/fwcGVWAu++uiBpbsq+Ld2f3JNGvIq27j2fN6ctWHe0N8AXrERPDKhX1I0CsZmKhn9oAE+v3nO/x+uHFpHmMzTDw5pTtahZQ2u4cYrYLNZc1M6xHDfzeUBI8jFYtQysQhHQcnk1dtodHmJjUSWhxuyprtZEdpkIhFrCluINmo4pN5g5i//RhFDe3kREXwt3EZmDQyojQKjD/jR3ROdATbbx/Fl4dq+epgHYkGFVO6R7M8v5bblx1geu84rh6cRLxOhV4lJU6rQC7t/KM1QiHlwYnZ3LHsAHNzk7o0Qcw0a4g8TVTbcaZ0j+GBiQ4MpxHyIhEopWLSTZof96BPQ1Wrgyabh2e/y0cqFpEVFUFOdAQ9Y7KotTiI1shRySVIT806PINoFVJyoiPYXdnCPeMy+fAkJ/uTmZBlYmd5S8ht1w5NRqs4/Z/xKI2cbqckAcgkEibnRKMpaeSWEanc/XkBr83sy4ajjSzaXUm7y8tHe6v438w+OF0uPEiIUEiJiZD/5MUW82/kNyIgcBxXq4OjSwrQd9OhiuxN1KS3AJBFdkcRPxxn1eaQ/SURCWh7X03VosFdHtNeuorYmavxWqvxe+xI1GYk6hjEsjP3PSUgICDwcxEEv4DATyBCIWNubhIvby7j0W+K+HBfFe/O6o/fDyVN7fSJ07G7spWZ7+7C7vZyw/BUBibq2VUROst64/AUUowqXr2wLxq55LQz2L8WtVYnGoU0ROyfzB3LDjAk2RBs05ZKxGRHRfDMtB7UWVy4vAEndbFIxAdzBvLI6kIO1lrpHadl/iX9WLCzgr99fhCr08vwVCOPnZODVEQwozscZc12kvQqIhRSzpu/HZ1CRpPNRUXHnH6yQcUn83J54ttiVhbW8eIFvVHJJWwoaSRCLmVclolWhxulVMRfx6Rz/cf7O5kAFtRaeezrwzx+Tje6RUVQWNceYjK27kgj6zqqnRCIS6tstTM42Riy0COTiDtV9k/F3rE9tyPPff6Ocp44N4e7Pz/IOzvK+TSvmln9ExiZFsmELDNKmZgsc8QZeX+kRqq5aXgaF/SM5S/L87l4wS7cPj9vX9KPneUtzFywC5vLi0Yu4bZRadw6Io1YXefxkWyzhn9O7oZUBP+e0p3bPzvAyT5uCqmYNy7qQ/IPiM+LilBw15gMKlodDE02sPVYS6d9zusRQ2qk6oz5VlS1Orj4vZ0h4yifHqjh7G5RnN8zlps+yWPB7P5c0i/+jJyvK2K0Cp6/oBdnv76VCIWU7jERHKy1huyjkIq5d3wWEOjUkIhFnN8zliSDColYxMTsqLBjQ6cb1Ug0qBiTYSY7OoKL+sbj98MNw1K5fmgKIhHERChQy8Ts3VtIv379kPyIbhIBgd8bPreX6rWlWEua8Xt96KaMpm333diPfoZIqib2wtW4GvKw5L2O3+NEkz0TdfoUPK0l+D3hU1oAfM4WpCoz0h8QEyggICDwWyEIfgGBn0hOTASLLx/ADR/vRyWTUNZs47Zl+RhUUl6e3jukLXveB3t47rxeiETwbVEDOqWUc3KikUlEtDo8mNTy34XYByiut3LolDnmk6loDUR2JZxiqK2QSkg6JcvdqJbxyKRuxOuViIBrluxjb0fbMMDm0mYmvraVb68f1mWEGARSDV7YeIQUo4ZHJ+cgl4gRi0R8ebCW93dXcqzFzn/Xl2BUS1kwuz9Prilmx0nV0Oc2lPDo5G7MGZjIkUZbiKHfyXxT1MBDk7L5z/oSJmSZ6RmrDcYknsrwVCN2j45IlZwhyQbWdxg62t1ezBp5l/F5WoUUc8csa5xWycw+cXy8vxq9UsryqwbzeUEt5S120iPVnNs9GqNKRlxHZvuZZMPRJj7aFxhDuHlEKt8cbmDh7org9naXl41Hm8g2a+gbr+Oz/BoGJRnpE6cj0aBCKZMwMi0QNaeSSfji6iG8v7uC0iY7feK1XDMkBYNSitXpJkLx/SJdKZOQadbw7qX9mbd4L1vKTgjxyd2ieGlGb9QyKSWN7fj9fuJ0yrBGej+ULw/WhvWeWFVYz4W940g2qvhgbyUz+8TxS6dfDk02suaGYTyyupCnp/bgswM1LNpTic3tZVJ2FI9OzsGklhGnVTIsjIB/4YJejH5lU6eukldm9CZW13VlPV6vJD5MjONxvN7TL1wJCPxRcFtdNO4KfN+1l7XitqXij3gA89S/47WU4GppB/lo1H3HoDRL8DmOUrvsArR9rkERNwRndfgONFXq2b/mwxAQEBD4SQiCX0DgJ6JVyJjRO47esTqcXh8z3tmB3R2IrGqyhc7iWp1ervloH/E6JUOSDdwwLIVz3txGu8tLTnQES6/IRfcbOe6fikYh/d7WatlpWpxbbS6qrU7sLi8GtZxhqQbqLG6ONtlCxP5xvD4/9391kAcmZIfNiE8xqqi3OukZG+iaeH7DUXrGaInXK0mPVPPhnIFctmg3G4428czU7mwpaw4R+8d5cGUhYzNMtDm6npOGQEt+Q7uTPZWtPHp2N2Yu2NlJuJ/bPZo1xQ3c9+UhYrUKXpvZhw1Hm4IV7hUFtVw1OJk3wxj93XdWJtGagAgzaeS8cEEvhqYYeXrdERbtruTGYSn8e0oOaZEaNN/Trg1Q2xEdqJKJMWl+eNt0ZYuDqwcnMybDRPfoCIa8sCG4rUdMBE9P68nGkkbe21XJ2uJGLugdx1eH6rjpkzzW3DAs2FofHaFE5BdxqK6de8Zl4vb6sLm9bCtrwur0olPKmNIjupNxX1dkmSP4dF4utVYXFoeHSI2cKI2MFruHxzYdZuHuSpweL9N6xnLXmAyyo06fThCOhnYnL28u7XL7x/urOTcnmqo2R6eUiV8CrVLK2Exz0PW+51mZ3DE6vcP/Q0K8TnnasQKjWsYHlw9kc2kT2461EBOhYFrPGBrbXR3dGsKfeoH/3/g9PvwndZFVry0lZmQyRz8qxOeJwufyAhXET0xFoW8HjxVZZHcseW9hGv8idV9cAr5QM1VFwihkhqxf+ZEICAgI/HiEXwECAj8DmURMhEJCQ5OLsuZA25/F6enSzKqqzcEXB+uYk5tEe0db96E6K18crCXFqPpZFcszRYZJg83l7TKXfHK3aKI04efIjzS287cVBSzPr8HnD8xc3zQilfvPyuK9k6rHp7KptJlXL+zDlO7RzOgdF2zbtru89IvX8cLGo8TplGw71szCSwfw3ZEGyprtaBVStEopz5/fk9e2lpFp1nDrsvwuz7NodyVzcpO63K6WS/ADL0/vzcLdlVS0Olhz43AeXlXI5tJmoiPk3Dg8lWSjiqs+3AtAjcXJoj2VLLx0AA+tKqS4oZ03tpXx4eUD6Ruv44lvi6lqc5Bp1vD3szIZn2km8qTnL1an5I5R6czql4DX70clFf+geed6q5Nvixr459eHKWu20ztOyxPndmdAgv572959Pj8TsqPYcqyZ6z/ez4LZ/YKLGlERcp6Z1pPL3t8dYjS5YFcFj5zdjVFpkdy4NI8P5wzE0HGe/FoLu6taKKi1oJZLMKpkvLerklqrk8FJBrpFa5BLxN9rBnicaK0y6PIOUNzQzvR3doR0W7y17Rif5lWz+daRZEd1HSMXDq/v9CMkDo8PuUTMDcNSg4aKnY/hp83hDrrUn4kOjONRfj+W5QdquO7j/QxM1NMrVkt9u5NL3tuF0+Nj3Y3Df9IxBQT+TIjlEqQaGZ72wHdae1krVY4S4idmIFXJECsl+Fxe1PFa5Hol0AuJykz1krFY9r9GzNSPaN3zIo7KDYiVRnR9byKixxykmpjf9oEJCAgI/AB+e3UhIPAHx6CSoVO6gy3cfj/sq2plbIYpZOb7OPMGJbHsQHXIbUv3VzOrX8LvQvDH6xVUtcr538w+XLNkX4jLfrJRxQvTe4UVlEcarVyxeG9Im7TD4+PZ70pIM6qJPk0kU4RCQo3FyXVDU7hxaR5VbYGW+wS9kpem9+Kqwck8uPIQc3KTOP/t7cFr+nBvFUaVjFXXDeXusRnIJad3Om9xeLC5PJyTE8VXhzrPPN84LIX3d1WSbFTxYkdiQHSEnEfO7sbTU3vgA+77ooA1xaGv64d7q8irbmPhpf2RS8S4fX62ljUjxs/q64YiEYuQikWY1DIMYUz3xGLRaVurT8XicPPsd0f499ojwdtcHh9HG20opWJ0ykDcYEwXC08lTTbGvLKJVkegYnVyx8a1Q1J4Yk1R2FSJR1YXsvyqwUx9azv17a6g4JdLxEztHsPygloq2xwhnQ0ljTY+yathzY3DfpLwdHm8fHekIexoRZPNzfMbSnj2vJ5dCvNwmNUyLukXzyOrD4fdfm73aI612OiXoAu7vbzZRrXFyYd7qzhUZ6VfvI45uYlkRGqQSX85g79w1FmcPN/xXt1V0drJJ+TFTUcZkmL4Uc+PgMCfDZlWQfykDI59eiL201HbTtnSg6hiI4gamkjVNyV0v3VQcLvc1IuoyQtoXHsb9bW70Pa8Al2f65Aas5Hqs5DIhIU0AQGBPwa/7i8TAYE/ITqlDJ1SytTuJ1b6n1hTzB2j07mwTxwScaDyp5SKuXF4CkNSDLy3K7TaLRWLUf7KQqEr5BIJAxL1jE6LZPOtI3ni3BxuGZnK0ity2XjzCDLCuKTbXB6ONTvCzkQD3PvlQab26LoSMndgIlqFhBnv7gyKfQjkuM9csAuZRMSNw1O55ZO8TjF/zXY313+8n3i9ivk7jjEhK6rL84xJN/FtUQN/HZPBlYOSUHQ85waVjL+flUWSQcVn+TXITxLAdVYXNy7N47uSRqRiUSexf5yCWitrihqwu71EaWTM7hfPnIFJRCgkrDxUx6Xv7+aCd3by4d5KCuuslDV3zjj/odRaXTy97oTYn9knjjvHZPDQ6kJGvLSJ3s+sY9yrm9la1ozTFdqG6nB7efa7I0GxD3C00Uav2ICT+4BEPRs6/AhOxeeHgloLmWYNTk+gQ6Wi1c4NS/dTY3EyOt0UdozB5fVx66cHaLCG92g4HS12D58eqOly+7IDNdT9yONKJGLm5SYRH8aMMMusYXK3aO4/K5tYbeftFS12th5rYdTLm/jv+hK+OlTHE2uK6f/sejaXNeP3/5ygwh+P1+/H4vR0ub3V7u70mREQ+P+Gz23F0F1Mz78kk3VVLKaBkSAGfQ8zCZMzqFxZTMyIJGQnLUqKFTo0WTOJv2wnsTO+QJMzG0XcUBTmXoLYFxAQ+EPx25cTBQT+BCQbVPxrSncO1FooabRhc3mZ9d4urhqcxJZbR9Jsd6NTSHlh41GuWbKPUzXBdUNTflexVUqZhFSThlTTCSf501FjcVDU0LXRX7vLi0Qk4vWZfbju4/0h2/rF67hqcDLPfncEbxhh4vX5eWVzKZcNSOhS2OypbKWh3cVb28t5/7IBfH24Hpc3tGW7e0wEGoWETw/UkB2tweX18d6lgWQFt9fHwt2VrDxUx7VDktlw9ITgNapkDEjUk1fdxnk9Y1DLJV268CcbVcTrlKR05LaXNdsY+8rm4LgHwPqSRiZkmZmbm0hdtIt+sVpkP9IV7kjDiQQBvVLKFblJnDd/e8j76lCdlQmvbWHbbSOJiVAE31/NdjcrCmpDjvfUumLevqQfN3y8H9/3CFa1TMKoNCMR8sA1rytu5ECNBYNSxvYw3gnH2VPZSrPd/b3v81a7m8o2B8sOVNPm8HBu92iuGZLM2uLGsNF/KpkEyU9op0+JVLPxlhG8urmURXsqkYhFXDUoibm5SaRGhk8WcHt9HG2yccunebi9oc+T0+Pj8kW72XrbyB/sV3AmiFTLmNYjhpc3lYbdfkm/BGGGX+D/Nc4WC552D552GWKZCanaian3fmJGdad+m52SRQeISDUQOSAOkTj0u0QkkSLTJYMu+Te6egEBAYGfj/ArQEDgDCCViOkeHcHq64ayu7KVdcWNxGoVDEjU88BXh1h9uJ5Flw2gqMHaSeyPTI1kXKbpt7nwM4Tb6ye6i7l+CMSDycQiLumfwKh0E8sOVFNjcTGtRzTdY7S0OdwcqLFiVMmYMzCRTLOG+nYnC3dVcrTJxu6KVuaeZvYeAnnjV+Qm8tTaYr65YSiPrD7MmuIG1DIJl/ZP4PxescxdvAezRk6PaC1Prz3C+7srQ45hUsuZ0SeOaW9tRyEV89SU7pgjFGwoaUQlk2B1epl/cT8uWbir0/lTjCridMrg6ILT7eXljaUhYv843xQ1cNnARC57fxcrrhpCt+gfN4OuOmmB4LIBiby+razT+woC6QZvbS/nhqEpuH0BZ3uJCCJOEYBahZS1RQ3Mn9UPvUJKnzgd+6tDDRZHpkVy19gMWu0e0iI1FNa3IxaJSItUsemWEUTIJV2OEBzn++bcW+wu3txWzt2fFwRve2rtEcakm3hnVj8ueS/0eTeqZLx9cV+q25xsPNpEkkFFslFNwg8cj0iNVPPYOd24fVQ6IhFEa+RITmOO19DuosXu7uSGf5zKVgd1VtevKvgVUgm3j0pn4a6KkK4NgNRIFRO7dd3xIiDwZ8fR1E7rwWZq1pYG5/cjUg0knDMYT+tu9Nk5mAYOQK5XIjvN2JmAgIDAHxlB8AsInCFEIhHpJg01FicH6yxsKm3iH6sKg9uv/3g//5vZB7/fz9vbyxGJApX9EamRP2p++/eIWiZBJZOQblJT0ti5Vf2CnrFEa5VoFVK6RUdwz/gTzsZtDjfbypq5pF8cPWN1vLq5lA/3VZFkUHLf+EzqrC72VLaSoFMiEhFW2EZHyClutGFxepjWI4YbPtrPgkv7U97iwOL0sOxADRfM30FUhJwlcwby3IYjPHFud9aXNLJkXzVOj5cLesVy/bBUZr23C4/Pz7uz+/PG1rIQH4b/ri/hgQlZvHdpf65YvCdYZe8Vq+WNi/uSHqlC1SGmj7XYeX9P10aFXxTUMijJyMf7q7h/QvaPer5TIlXolFLaHB4yzRqW53fd8r6vqpU2p5saiyOwIKFVcvuoNG76JA+dUsrLM3rTbHPzeUEtB2ot3DIijZdm9OKs/20JVrFHpEZy0/DAc3OykWPvOC3/ntKDGe/sICc6gmem9eTivvEs2VfV6TpGp0diUp/eTLCs2R4i9o/zXUkjYzNMjE43sb4k8HrolFI+viKXOz7LD0l/SDGqWHnt0B+8iCKTSIjX//AOi+9rjw/XpfJLkx6pZtvto3hkdSGf5AVGUuYNSuKvo9NJNvx6iw8CAr8n/F4f7WVtVHxeFHK7tbSFkkX5ZF7RH6W6DZk+vFeHgICAwJ8FQfALCJxhUowqSpvsHG0KFb4Wp4fyFjt3jk7nvJ4xgIiIHxC79kfAoJZh0sh5bWYfrv94f4joH5Fq5N9Te6BThn+s1W1O/vPdEe4am8n0d3YEBX2txcnO8v3cNjKNR87OJkoj59YRabzQYVB2Mv+YmM1rW0rZXNrMyzN64weeXneEG4elECGTcGn/eB6YkIXL68Pq9DKtexwJegVnZZo5JycanVJGslGJw+3D4fExJNlAcUN7WNPFx74pYsttIzl4zzhqLU7UMikGlZREvRJ5hzGaz+enotUednHiOH5ABGwpa8bm8vwow8YEnZIPLh/AeW/voM7qJNmooqLVEXbfFKOaxnYXO8tbGZ1hBuC8nrEs2VfFTSNS+dc3RSGC+cuDdSyY1Zdvrh/G8xuOsv1YMw9OzGL6Ozs7pTbkVVuYv+MYlw5I4O3t5Ux8fQufXzWYbceaQzob9EopL1zQG51CSlWrA5/fH/S+OJn5O8q7fMxvbT/GiqsH89SaYuweH/eMy+DBlYWdoh7Lmu1Me3s7X107JKzfxM8hWiMnXqdEJZOEHS/QKqSnNaf8pRCLRWRHRfD6zL48OaUHIgJpC4JRn8D/Z1ytDqq/7fz3AsDd6sRe40CW/ivkbgoICAj8xvw+XMIEBP5EJOhVrLpuKIOTDcHbFFIx943PZF5uEhKJmAiF7E8j9gG0ChnxOgUKqZg3L+rL8isH8dbFfdl0ywjmz+pHuin8TDTAd0cauSI3iduWHQgrkF/adBSpRIxOJeP+CVm8M6sfWeZAzFtukp6Fl/Znf7UlaBjY2O7inVn9SDWqWbKvmiitgi8P1TH4+Q0MfWEjY1/dzOcHa3F5/Tz2bRGPfH2YsmYbXh8kG9Wsu2k4947PZMHOrsXn61vLSI/UMDLNxIBEPekmTVDsA9jcHr4tauD8XrFdHmNK9xjWHmkgLVKN8kcKM6lETO84HcuvGkyEXMLfzwqfBS0SwYzecehUMhTyE1/38XolC2b3o7TJ3kkwA3j8Ii5+bydGlYx/TMqm1uIMK3ABPs2r4ZycgCGj3w8PrCzkk3m5XNI3nlHpkfz9rEy+vn4oCqmIR74+TP//fkfWk2uYs2g3B6rbcHWY//n9fmrawi9aQMB7wKSW8+6s/nxw+QCMajnfFDWE3bfJ5qKyxUFFS+dxip+DRCIm0aDkgQnhn+9nz+tJXBgjwF8LjUJKkkFFokEliH2B//f4fX6cjV1/B7RXWBDLf9w4lYCAgMAfkT+P4hAQ+B2Radbw+dWDqbe6sLm9RKrkxOkUKH+kOdsfgTaHm6Z2Fz7AoJRhd3vwIWFgpIFIlZQEveq0s9tun49YrZLyLsSZzw8HaixkRKqJilBwTk40cokYr9/PkYZ27vvyUPC+Nw5PweX1MeSFjQD8ZXQ6//z6MJ/knYhB9Pj8zN9RTqvDw+AkI89tKGFDSRNnZ0cxf1Y/0iLVSEQBd/iuaLC68Pr8wQSG45nsMomYCIUUhVRCjcXBzD4JfFFQ26n6PjbDhNPjpcbi5JrByYjFP77KZFDKWLirnIpWJ+MyzfxjYjaPf1sUbClXySQ8NbU7O441M6t/Agk6JX/9LJ/uMRGclWXG5/fzzo7OjvoAfvzY3T7e2n6MLWVNXNw3vsvr8Pj8+DmxUrOnshW/H8ZmRHKwrp1tx1pIj9Tw6pbSkMi4FQW1rD5cz/bbR9E7TodIJOKivvEs2Vcd7jSclWVGIRVTZXHix4/P58eskZOgV3Jx33i0CiklTe3kJhrx+v1sL2+mod2F3w9JxjPX1p6gV3Fp/wR6xmp5ck0xxQ3t5ERF8PDZ2QxMNIREHAoICPx2iCRiJGoZXlv4qFalWQWSP/Y4nYCAgMAPQRD8AgK/EGaNArPm9+O8f6ZptjmpbHXy5cEaxmVFUVTfzgd7q/i2qJ6oCAUtdjd3jErjtlHpRJ6SPX+0sZ3mjriws7LMtIbJfD8ZqUhEWbONgrp2EnQKShrbeWBlYcg+comYyTnRnP/2juBt47PMnPf29rDH/PRANZ9dOZjnNpQAsOpwPfur24jVKTGp5UzqZmbxns6z6AAX9Y1H3hHpd7TJxqLdFSzPryVSLeOvYzLoF6/jpuHpTH9nB6/O7MPeylY+3l+NSiZhVr94dEoZf/3sAO/N7k+q6aeJUY1CysNn5zD8xY2MeGkTu+4YxZTu0eyvtiCViDAoZRystTAnN4nz397GwboTKQpKqZivrh1CpklDQa2107G/LqxnZp843t5eTlmznZ6xXc+4JuqVtJz0g1otlyARi7jxkwMAxGoVSCSiTvnwEHC2v++Lgyy6fAA6pYwhyUYyzRqKT0l8kEvEPDghmwe+Osi7OytxeX2clWlm+VWDKG5o58k1xTTZ3IzPNBOrlfOPVYXBjo8YrYJvrh9Gz47YwTNBSqSalEg1g5IMuLw+dAopRrVg+CUg8HtCrlcSMzKJqtUlnbaJpGJ0mZFI5Gd27EdAQEDg94hQihAQEPjR1FudVLQ6EItEODx+Zi/czd+/OkSKUcXSKwYB0Obw8M+vi0Lm+RutLr470sCE17aS+1ygxX5LaWDeu3dceEGmlIoRiQLz3WXNNgY+t4EhKUYMqlADuFHpkXxdWB9ym93t7XKO3u8Hhye0Tf21rWW4vT40CikPTMgOccM/TmqkijEZgVSF4oZ2hjy/gQdXFrKjvIVVhfWc/fpWHlpVSJxOwb3jM7lg/g6+LWrgmWk9ePuSvmSaNZjUMrbdPooLesWhV/50oZhp1rD99lE8Orkb1328n7yaNkamGekTpyUtUsXUHjFcs2RPiNgHcHh8XPjuTv46JiPscZfmVXPryDTidUraXV4qW+0MTTGG3fee8Zm8vq0s+P95uUmsKT7Raj8gUc93YbwQjrPqcD0VrQ4a2p14/T4+v3ow1w5JRtGxoDImw8TaG4fxzLpi3thWHoxb/La4gfGvbiEqQkFZs50ai5NFeyqZ+tZ27jsri6iOWfpai5Pz52+n+jTjAj+VOJ2SFKNaEPsCAr9DRGIRpoHxGPvGhNwuUUrJurIvii7iNwUEBAT+bAgVfgEBgR9NncWB2+tn1uKdHDypQvzyplI+zavhjYv7MvWtbfj98L8tpbyW0Benx8uRpnamvLU9mGPfK1ZLi93NI18f5sXpvbjs/d1YnSdEuEgEz0zrwSubS1lVWM+DE7I4u1sUf/ksnyVzB/LwykI2lwUquVlmTfC4xzkuGrvi1Nl5v/9ECkCWWcPW20Zyz+cFrDpcj0IiZm5uIveOzyLJoMLq9PD3Lw/S0N45ou1/W8q4bmgKc3MTmdQtip3lLVS1OkjUqxiZGolOdXq3+h9Dgl7BFblJXDogAY1MQrQ20KLq8/kprLeyvqQ57P2abG78QEakmiOnGEx2i4qgrMnOaxf1YU9lK5/kVfP45ByW7Kvk3Z0VODw+Uowq7hmXyaE6KzvLA9X7AQk6bh+VxtriBpIMKspb7DjcPiLkXY+yaOQSHG4vD35VyDs7y/H7YXb/eL6+fihqmYR1RxrZW9XGh2Fa/R0eH29sPcal/RN4Y9ux4G3PrDvCNYOTeWJNMQAljTZqLc7fdL5eQEDg10euU5B8fjfixqVir21HqpKiMKuR6xSIhPEbAQGB/ycIgl9AQOBH4fR48SFibXFDiNg/TlWbg28O1zMpO4pVhfXUdcy7t9gD0W8ni/KL+8bz7s4KjjXbeWTVYT6am8u2smY2lzaTZFBxfq9YFu+pZFVH5f7FTaW8cEEv5i7ew5xFe1hx1SDKWxz4/KCQgB8Rb5/k9J5fbWFQkoEd5S2drnNwsoG8U7Lmrx2aEmzVP26Mt/jygbQ6PIhFYNbIgz4MTTYXnx7oOg5v2YFqHj47hwyT9Iy7xR+nvMXOSxuP8trWMtpdXiZlR/HklO7kREUgk4pxen2nvX9Du5Ol83L5aH81i/dUIhWLuKhPPAMS9cz7cC8tdjej0iN5emoPojRypvWIZVxWFGIRyMQiTGo5zXY394zLYECigRa7m9znNpBhUvPi9F48/k0RG482cfvoNF7aVBr2Gq4clMSqwjpe23qiS+DdnRW8u7OCa4ckMzDRwBcHa7t8DN8daeSxc7rBttDbbh6RGrKf1dm1J4OAgMCfF6lKhlQlQxUjGPQJCAj8/0QQ/AICAj8Kn9/P4XrraUXY5wW1HUKunos75t3bXV4O1YUuEGgVUppsgQr57spW/vJZPveOy6Ci1UGd1cnMd3cGW7gBWuzuYNW+1uIkv9bKf78r4fFzcyhpbGdEaiQrrhqMze3li4O1vLjpKG9d3I+7Py/gQI0leJxesVoentSNyxftDt42LtNEv/jOs+p6lQx9FxV5/2ly97y/cBx7ZaudKW9uC3lcXx2qY01xA1tvG0nfeD06hRSDSkZLGI8EkQhMajnv7apgXm4iqUYVDe0uPi+o4/FvT+RWbyhp4tnvSnh3dj8UUgmzF+5iw9EmukVFkGxU8fjkbtz9xUHe3FZOY8drubeqjUvf382yebks2VuNXilj/c3DWXaghnd2lNPUMfPfK1bLTcNT6fH0urCP8Z2d5Vw1OJnNZU1dPg9GtYz2Uzo7pGIRvpOef5EIYrRCdV9AQEBAQEDg/x+C4BcQEPhRqGTSEOEdDoVUjNvnD8y7p5uCt59a6d5d2cqodBOL91QCUG91IRaLeXNbePd4lUzCyTo6VqvgqandWbq/mtEZJuYu3kNBrRW5RMzMPnG8cVFfPthTyYLZ/aluc3CsxU7/BD0mtZyvDtWSZFCRZdZw68g0xmWaf1TLt1EVqHh/lh++yj/9NJF8Z4I9la0hYv84To+P+786xFNTu6NXyPj7+Ezu/uJgp/0uH5DItrJm4nUqaqwuHvumiLLm8EkJ9e1O3F4f8XolH10xkHqriyMN7YhEIuweH/eMz+SGj/dzkl0DURo5WoWMNqebCf/bgkwi4taRaay7aTifHagmJkJJokFJq8PDS9N7YXV6WbKvKqQbw+3102BzcV7PWBbsrAh7bXMHJvLh3lBzxfN7xfLt4RN+DlfkJhKtFebsBQQEBAQEBP7/IQh+AQGBH010hIILe8cFW+1P5ZJ+8YiANTcMD0aiaeRSzsoy89yGEpyeQNX+o31VfHrlIJYdqMHu9pJoUNI7Tkt0hJw6a+fZ+DkDE/lkf2CWe3ymiSSDiv+sO8LE7Cguff9Etd7l9bFoTyV7q1p5aXpvJr62lTanG71SxurrhpJiVHHT8DRm9U9AIhL9JNM1rVLKk1O6s+5IA62O0HbxOQMTST6DUXDh+KiL+DqAb4sa2FdloX+CjuyoCP53YR/+890RihraidUquHF4KrFaBeXNdgYlG1hRUMtlAxIobbbTN05HjFaB2+vj0wM1rDxUx5TuMWjkUnw+P1WtTuqsTr4tbuTrw/Vo5BIuHZDA8qsGM+WtbVS0BMzxnr+gFxe+u5OqNgd/G5vB8NRI1hQ38NLGUi7qG0ebw4NJLeeZdcWsKW7EoJJxRW4it45M45ol+4KdHckGJdVtTh6cmMWjXxeFPM6J2WbSTOqQRYJ4nZLrhqYw450daBVSbhuZxs0jUtErz5xvgoCAgICAgIDAHwVB8AsICPxo+iXoWVMcmNNffThU9A9K0jO7fwLxOmVw3h0gXq+kxe5mwez+3PJpHvVWFw6Pj8e/Psyq64bw8KrD3DIyjauX7OPtS/px49I8yltOVJzP7xnD9N6xnPf2ds7rGcNVg5MprLOSHaXh32uLw15nQa2VqjYHUokIt9ePXilFBFhdHgwq+c+OTcyO0rDrL6N5fWsZnxfUYlTJuWtsBsNSjb94JKNZ0/UihU4pRS4RYXV4yDRrSDOpWZqaS5vTTUGNlaKGdqLjdPSN16GWSbi0fwJbjzVztMlGu8tLjFbBq5tLyTBpWHH1YHrGRCASiahotdNoczFn8R7qT1qQ2VXRyrgME+/O6s9Z/9vCoCQD+6raqGpz8MCELOrbXUx/50Rc4utby5iUbWZubhJLOhYuGtpdPLiykAlZZp44N4c7VxRwaf94bG4ff12ez7hMM8uvGsz6kkZ8Pj8zeseRZFRR2+bgitxEaixOzu8Zyzk50UglYnbeMRqlTEy8ToFM0rVpoICAgICAgIDAnxlB8AsICPxokgwqRqWZ0ClkzOqfwLID1Xh8fuYMTGR4qpEkQ/i4o5zoCHRKKV9cPYQWuxs/fpINahL1Sj65YiArCurYXdHK7csO8NDEbPQqGW0ONzFaBXur2ojSyNl660je2VnB7IW7eXd2P9JNGvZVtYU9H8DWsma6R0dQa3Fy97hMLE4PKumZEYAikYh0k4ZHJ3fjzjEZyCTiTnGBZwK/309ju4tqizOY+3714CT+u75zvjTA4+fkEK9Tsq+6jWfWlVBYbyVep+TucRmMTIuk2uJgzuLdRGkUPH9BLy5ftJu2k7oUFFIx787uz1Nrillb3MBX1w4BoMXmZsHOihCxf5y1Rxq5c6yX6Ag5AxP1rC9pRK+U0jNWy+yFuzvtv/pwA2dlRXHPuAy8fjjWbOez/Bq+KWrg2qEp5CbquWd8FmNf2Uyz3U1BrZXXtpQxONmAXCJmXKaJ4WmRJBlUvJGox+P1hywwCQgICAgICAgICIJfQEDgJ5Ju0hClCbi0j880oZSJiY44/Qy8WCwi0aAi0RC+3b2gNjCTfqTRxjUf7UMqFqGWS7A4Pfj9MDzFyKrCOl7ceBSA/BoL/RP0aBVSLF24sJs0cmQSEc+f35NDdRaGpxpRnGFhKJNIiIo4s8dsd3oob7Xz/q5Kihqs5CYZyDJH8LfPC2hsd/H4OTl8PHcgMxfsCrnf6PRIhiUb+eJQHfeeNLtf1ebgjs/yuXFYCmKxCKvTy+OT0/jbioIQsQ8BH4Cbl+bx3AU9mbNoD7sqWknQq/D4/SzvwrMA4IM9lYxMM9Hu8mJUyTgnJ5pP87r2OOgbr+ODPVUU1FnoFhXB0ityeWPrMXaUt/DvqT1Yfbie5pMMBz0+P5tLAzGDNRYnuUkGYrRKpGIx35PAKCAgICAgICDw/xJB8AsICPxktEoZ2jM4Gz0gUR/yf4/PHxSjiXolSQYV2eYTxn+vby3j47m5zM1N5OUwsW9iEZzXM5Zkg4rXt5YxJMVIrPaXbbU/EzjcXr46VMeshbuCbvNL9lUTFSHn3Vn9mbt4Dzd9ksen8wax4/ZRLNhVgcXpYUyGiV6xEVS2OXji26Kwx/7f1jLW3DCMlzeVkmRUU1jfOVoRoNHmQimVIBGLeH93BVO7x6CSiZGIRV1et1Qi4ubBqbi9PpweH8vza6lo7WwEOCzFyNQeMZz75rbg49t+rIX3d1fw5sX9sDjcfHGwNujmH45DddagF4SAgICAgICAgEB4hJqIgIDA74bcREOXs+kPTepGhlnD2d1jGJcZcP6vbnNy3xcHuXF4KsNSjCH7S8QiXrmwD4+sLuQvy/M5t3s0d4/NxPQLz9afCarbHFy+aE9ItBwEUgyeWFPEtUOSAXhiTRF1Vid943S02Nzc98VBfD6wub2djASP4/cHIg11Sike3+kFs0gUiLiLVMkQi0WYVDIu6Rvf5f5zBiZR2mhj8hvb2FnRQrpJzbhMc6f9bhmZxt8+L+j0+Hx+uPvzAkZnmFhf0kimOfxoCECKUYVMIvwJExAQEBAQEBA4HUKFX0BA4HdDol7B6mtymfNhHvkdkXMqmYT7J2Rxfs8YIODC/v6lAzhYZ+XdneUopWJsLg+LLh9AZYuD9SWNRGsVjEk3IZOIGJ0eiVomIU6n/MMIxP3VbUGX+lPZUNLEHaPSgcBIQ63VxVeFddwyMpXbxWnIpWLU3zOyoJJLcHp8+PygV0rDLg5IxSLitAr+dU4OPWK0lDXZSIlUc8eYdL44VMexUyL8LuwTx87yFgwqGaPSI3n06yL+OiadublJvLq5NCTyTyEV02QLRDvO7BPHgAQ9Vlcgli+/xkKzzc0NQ1MZkmLg8W+Ksbu9na7voUnZPypGUUBAQEBAQEDg/yOC4BcQEPhdIW6u5OvrhtJoc2F3+zBr5MRpFSFz97E6JbE6ZafqcYpRzfC0yF/7ks84p87UpxhV3Dg8lXSTGrFIRJxOgVElI0GvpKbNwdL91UhEcMuINBrbXUSq5PRP0LOnsrXTsSPVMmwuL06Pj7e2HeP+CVnc/fnBTvvdMiKN17eW0T9Bj0ElZfz/tvDdTcPJiNTwzfVDWVFQy6d5NUTIJczun0CL3c1fVxRgUMp4/oKebChp4oUNR1lT1MC7s/vzzvZyPthbicvrQykVMzjZwD/PzuG9XeU8v/EoRpWMqwcno1VIcHl9jM00ER0h55vrh3LBOzuCRoESsYg7x6QzpXvML/PkCwgICAgICAj8iRAEv4CAwO8Kt9tNlEZG7A+o3ro8XqranByqs2JxeugdpyNWqwg65TdYnZQ12/kkrxqxWMSM3nEkG1SYThNpB+D1+alqc1BvdeL3Q1SEnHidEulP7BDwdRyvzurE5fVjUstQyyXIJWKiIjqPGOQmGYL/npBl5obhqTz69eFgGsHEbDPvXzaAZpuLR74+DMCsfglcvmg3H18xCIVExIvTezH9JKEMoJSKWTI3l1WHagH4+nA9vWK1vDu7H//9roT8WgvpkRpuHpGKze3luQ0lfFvUwMdX5GJxethS1sxFfeMpb3HwwZ4qhqcacXp8/P2rQ1S2OoDA7H+SQcUbF/UhyxxBrdWJVCTirrEZPDgxC6lYjM/v55GzuzHj3R3YXIHq/bFmO39dns+0HjE8fk4OkWoZEQoZQ5KN7LpjNNVtTtrdHpIMKqIj5GgVZz4NQUBA4Mzhtbfhc9nA70ek1CKRqfC57YgkcnyONkQSGRK1/vsPJCAgICDwsxAEv4CAwB8Sh9vLt0UNXLJwV1A0Alw5KIkHJmShkkm46/MCFu2uDG57/JsirhqcxN3jMonSyDGqOwt/u9vL/upWdpW30urw8EleNcUN7fxvZh/O7R79o4Wm2+Nj27FmLnpvF7UWJxAQ3neNzcCkkdM9OoLByUYMKhk2l4caixOvz8+83EQ+zqvmjtHpXDB/B56TBt6/PtzAnso2Vl47hFtHptE7VodRLaNbtJZ5H+zhP9N68k1RPV9fP5Rd5a3sKG8hJzqCvvF6Hlp5iJcv7M2YDDNVrQ5itAoS9Er+dW4OCqmE/VVtvLa1LDhSUdHqwOr0MDE7ik/yqpnZJw6FVMyO8hZ2lLd0erwGlYwYrYK/fJbP7pM6DHrFavlobi5pJhVHG9v5z7ojIa/bcVYU1HL/hCwMqsBr833JDgICAr8v/B43zrpi/M527Ed3YtnxESKFBsPIechjs2jZ/D7t+79CotIRec6dqDOGIdULHTsCAgICvxSC4BcQEPhDUt5i54J3duA9xflt/o5yBibqyY6KCBH7x3l7ezkj00wU1ln465gMdEopNRYnTo8PnUJCk93D61uO8U1RAxEKCZcPSCTFqOLKD/ay/uYRIdX3H0JZi52Jr28NcZR3eHw89k0Rb1zUh5s/yePhs7sxISuK/64v4dnvjuDz+3llRh9m9Injza3HQsT+cRraXawpbmBrWTO3fnqASLWMW0emkRWVCCL4z3cl/Oe7EnIT9SQaVGwpa2ZfVT4iEUjEYl7dVEpBnZVnpvWgqL6d5QW16JRSJneL5qxMc1DwJxtVtDo8SMUiojQKRCIRiXpll7P/j53TjWs+3Bci9gEO1Fi4fNFuPpo7kDanh2+KGrp8zr48WMvgZGOX2wUEBH6/OGsP43c7qHx1Nq7a4uDt1j0r0ObOQJU+BGf5fgBshzeiGzKL2MtfQKqL+q0uWUBAQOBPzR/DwUpAQEDgFD7eX91J7B/nme+OUG91dnnfJXsrOa9nLOUtdr4urGfI8xsY8N/11FpdjHhxI/N3lFPeYudgrZX7vzrE61uP8Z/zevKvbw9jdYZ3vweoaXOwt6qVdcUNFNZZsTjcfLy/qsv4uJc3lTJvUBIf7Knko31VPLW2GI/Pj88PNyzdT4vdw5ZjzV2e79uiBowdlfAmm5tHVh/mi/w60iLVTMmJZt6gJHIT9eRVtwXHAaZ2jyFWq+Df03rw0oxePLDyELPf383iPZW8tqWM6e/sQCEVc8uIVADuG59JhklNkkHJlYOTgIBx4gdzBiI9JaJPI5cwIjWSjaVNYa93V0UrpU12RIg63fdkFNLTmw4KCAj8PvHaLVj3r6J125IQsX8cy85PkJmSEWtOLOi1bfsAV13Jr3mZAgICAv+vECr8AgICf0hMahn3js+kqKGd5fk1uL0nxH9FiwO1PPTrTS2T8PDZ2fRP0ONwBxzqP9hbRVmTjXdm9eebonqeWlsctmq9vqSRa4YkU93mZGd5Cwl6JdERCvSqE+39hXVWzp+/ncP17cHb/jOtO7sqOhvnHaeooZ0EvYrpvZTcv/JQp+1lzTZiIhTBUYBTidEqaHGEZtUvL6jhoUnZXD00mfnbywF4ckoPUo0q5m8/xp3jMjCoZCilYt7YWsbBWmun4z697ggbbh5BhkmNzw/jXt3CmAwTXh84PV4UUglj0k0c+NtY3ttVQV51GyPTIpnRO67Laz1OXbuLj/dXMb13LB/tqw67z3k9hfZeAYE/Ij57K8rU/lS+OrvLfSx7V6DpPh7LzqXB29q2fYA6c8ivcYkCAgIC/+8QKvwCAgJ/KFrsLraUNrHqcD2rC+vRK6Usv2owYzJMwX0GJOrxnpQxf+eYdLbcNpK9lW1MfmMb097ezuhXNpFfY2FObhJ/W1HApf0T+DSvpsvzfn24nqk9Yvgsv4ZJr28lv9ZCdVvAqK6y1c7Zb2wNEfsAS/Nq6BOn7fKYOdERlLfY0SqleLx+ZvdP4IrcRLLMGgAW76nkqo6qejim94rjy4N1wf/rlFI23TKCaz/ax4x3drKioJYVBbVctGAnd31ewHXDUth0tIn/Y++/4ySp7wTP+xMRGel9ZZb3rqu9hQbhBQIEAgkQTkIgOxq3s3O7d3uzNzP77M09u3u7t/vc7o27GY0ckpBADiGBAAESVk1D0767uru8r8qqzEpvwj1/RHVWV1dVCzQz2N/79dJLUpqIyIzqetX39/sawzCZz1f46v6xdY/9o6PT7G2L8JNjM6SKGo8em+Gi//ECR6ftVH+3qtAb9/N/3NjHD+7fw/98dTedNT6iXpULbN7jcyp88/UJfvfSduoDqxsW/q8f7qYxJMbtCcJ7kiSjeGOga+u/xtCQ5JVZPJa1up+HIAiC8E9DBPyCILwnGIbJ+GKBiXQJC/iTa7q5eWMt33ljkk98/TX+xeUddC8Fyv/mmm7aIl7ifid/8uFudjQG+Y/PnuGhg5PVMgDLgp/3z/FffzXIPTsb0U0Lp2P9X4kuh8z1G+LU+V2Mpop8ff84Pz85S1k3GE4WVs2lB3hlJMWelghe59op6n92XS97msNsrPXzl7dtQVsKxP/F5R18+1M7mc6UccgSD+xpXvE+SYK/uGEDT5+eWzGj/ht37+DF4SQvDq9OqX9+cIEXh5O0hb1MZ8tYsGbTvLPSJY3/8MwZ/vS6HtqjdsM8zbD4o0ePspCvrHjtudMLGoJu7t7RuOYxb9lUx4tDC+QrBl945BBPfukS/vcbNvDh7hh3bW/kp5+/iD+6vKNapiAIwnuLI1QHqg/frjvWfY1/20cpnHlp5WNbb8TUK+u8QxAEQfjHECn9giC8q+mGyWSmRL6s89evjPD1/eOUdBNFlrhzewNPfmkvX3j4MP/+qVP86bU99MZ9qIrMYknjud+9lIpuMp4u8f3DU2se/4WhBf6Xa7o4MLHIZ3Y189evjKz5unt3NvGN/eN8dGn++yOHp7iqq4ZErsJocnWwDyBL8MzpOfb9i8sZWMizbzTF1/aPU9IN/vy6Xl4aXiDmc/KdN8Z56ODy9T1+co7N9QG+dvcOvvyDwzz2+Yu5b3czx6azGJa11DF/ir99ZbT6noagi4hX5f/85eq62bMeOTxFS8hDpwQBp4OP9MZ56lRizdde2VnDv/nZCf7b84N8+96dfPuNSf7fX4+yb3SRxZK27mjDoFvlP350Iy5F5ttvTKKbln2vtjXwye2NfOrbbwAwkiwysJDn8ZOzXNNVw907mqjxqTS8iXGMgiC8O0mygsMXInLt/0T+0I8xsiubc3p6PoRl6Oip5d93gYs+CbKC7BALfYIgCP8cRMAvCMK72un5PLph8lcvj/APry6noBumxfcOTpEqaPzDXdspGwbtER+/84PDvDhk73A7FZkv7m3hC3vbWLu9ny1Z0EgVNO7a0cgT/XMMJwsrnv/i3lYGF/L87a9HuaYnBoBm2CUDubJezSw4l9+l8K17d/HLgXmu/JtXyJQ0ru6q4aefv5iSbvB//WqQfaMp/vK2rfzbJ1bX7x+fyfLr0SSPfu5iPvu9Qwwu5NlcF+C/3rqJkVSBS9qitIQ9jC/aiw07m0JMZ0rrNggEKOsm2bKOR1UIeVT+88c28avBF1e9Z09LiLJuMper2N39p7P0xHxc3xvn2YF5FOkCOftAc8jFn3+km399dRcnZ3M4FJmnTs3xqW+/QWXpe9vaEGBoIc/+sUVu31pPa9hN1Lc6xV8Q3m6WaWAUE2BZKJ4YkvLWRnF+0KmhGgzdReMf/ors/q+RP/JjZJeP4GW/S2D79WTf+CHu9t0o3hChD30Go5zDGe96py9bEAThfUsE/IIgvGvNZstkihqaafHN18fXfM1TpxL82w/3MJos8a8fO8GJc5rQVQyTv3lllKBb5ROb6/nxsbVr9CMeBzFfmLu/dYCnv3wJPz85Z4/lcyrcvq2B8VSRL//AHiPlXuogf8vmOvaNJrmiM0rIo7Kxzr+iAd5/u2Uz/+HZ07w+vty077mBBa7465f5wQN7ODCR5rqeOD89vn7fgO8enKI75qN/zj7uoakM//vTp/lvt2zmjm++zn/52EYsC45OZ7isI8LEYok7tjZUO/Kf7+aNdQTcClGvvZPWF/fx2r+8gj/9+UmeObNAyO3gvt3NXNoW4f7vHgSg1u9isajxn547w9fv3knQ7SDm+80BUCExzaKrhv5Ejn/35KkVz3lUhf/9hj7+1WPHuGFDnM/sbhHBvvCO0QsaWr6ClinjjhTJn/kWueNfB8vA13cPga1fQg22vdOX+Z7iivgwK61YjV8m2HIfpilR0nx4rRhSw114Lv8oob4wc9++n9pP/p84Y+3v9CULgiC8b4mAXxCEd61cRWcmV0aRpBVd+M83X6gQ8ztXBPvn+suXhvnBA3vWDPh3NAapD7gZTRX43n27CblVJhaLdES9FDWDP370OAsFu7b0po21vDS8QNij8oWL23htPEVj0IWqKPz4sxfxpUcO8+JwkrjfiVdVVgT7Z+mmxX97fpAvXNzKaKpwwTr6km6sGj344lASzTAZXyzymYcOcup/vYbLOiLc/vXX+Xc39NIe9dIW8TB6Xk+BzhovO5uCbKpbbiLodChsaQjyn27eyCcnMhQrBt8/MsV/e34Qa+m0X7i4la/tHyNXNlBk+E83bcTv+s0BfymfZUd7Bw0BN5e2RvjrV0aYSBe5rD3KfbuaOTKd4eHP7KEt4qHWL4J94Z2h5coUJrMYRZ3iXI6Cu4iv8UbU6BsURx4l/dp/IXfi2zTc/fxbCvqNsk4lXSZ9IoFW0Aj3xXDHvahrNKp8P5JkCdkpE+ypRc+UsSwon0ly+u8PYWomob4aIjuiNP3ud1Eja/f8EARBEP5piIBfEIR3LdO0UCQJv+vCv6qiHpUDE4vrPp+vGITdKld21vDC0EL18R2NQb7z6V20hN3saQlXH/9frunmXz56jEePz2BZdpO8WzfV8eVL2/jZ8Vke/sxu3hhf5It721AVe8c/5nXyf9y4gaJu4lFlfnRk/Z37F4eS/OFlHTx0cII/uaZn3cyDm/pqeWFoZQM+l0NmMl3C61T4/v27ifuc/NmTpzgwmeaJk3N0Rr08/Jnd/OjoDA8fmkSS4PatDdzUV0dTyEVnzeryA7dDYXKxyJ892c+56wt3bW/Eqyocm7E789f5XXStUb6wHrcq0xnz0RnzcWl7hJJmEnArqIrC7nO+b0F4p2jZCpNPD1Gcyi4/KEu0feLf4wGKI49i5KfInXiQ8MX/26ru8mvRSzqpQzOM/WQ5s2XuxTG8LUG6Pr0V5wdkCkV5oURi3wSxPY0kXh4nN55G9TmJXdSIM+xGL5i420SwLwiC8M9NBPyCILxr+ZwOYj4nsiTxkd44vzi9usFcb9zH+GLxgs3eXA6ZsmFyw4Y4/8s1XRQqBu0RLwVNJ+pVV+1YN4c9fO3uHfzHbJlUUSPkduBVFcq6wR9c3oHLIXNZewSvc/lXaNTnpCns5quvjvPC0AKXtUfXvR6vU6FimIwki7hUmZ1NIQ5OrswGiHpV7t3ZzK1f21997NqeGP/2w934XQ5e/aPLqfW7qBgWLwwt4HUqPHVqjls31zOXq3BJa5h7djQiS+B0yDhkie6Yf83r6azxsbc1wmv/8gqeOTNPQTPY1RzitbFFfv9HdilDjddJzP/bN9XyOh14RU8u4R1magZ6UcPSLZAhO5SiOJ0970UWo4/OsPEP/gqjOE5l9gD5Uw8T2PY7OLx1v/EcWqa8Itg/qzCeIbFvkobrOpCVtSeCaLkK5YUCCwftRcCanfW4aryo/4h/e+8U2amQPjlPfixNza4GanY3YJR0kodmyI9n2PgvLn6nL1EQBOEDQQT8giC8azWG3ExnSiQLGv/ppj6ShQoHJpYD484aL9+8ZyeffPB1/sNH+1Y0sTvXZ/e00Bx08Ykt9YDd8M/jlOn1+Qi5105PD3lUQp631qyrI+Lj8xe38sMj01zVVcP/9avBNV/3wJ5mHl3a1f+Xjx7ja3fv4Nh0hgcPTFDUDD6+pZ7PX9TK/d89WG1y9ycf7ibqUbnzwQOkivaM6ys6o3z1zh38h4/2kasYjKWKNIXcJAsVHj8xS14zCLkd/Om1vbRFPBe89u1NQZ4fXKCv1s//56lT/KdnB6rnVmSJr929nY6w9y19H4LwbmGZFuVkkZnnR0ifWkBxKsQuasTfFqb7czsY+3E/lVRp+Q2mRfpUAc+mB3E1/4DS6A+QpDc3yTh1ZHbNx71NAbwNfgoTGSzDwhl24fA5UZYymLRsmbGfnmbx6Fz1PfOvThLeEqf11g3vuXIA1e9EDbnQ0mVmXxxb8Zy7zofiFc0QBUEQ3g4i4BcE4V1tU12AyUyRTFHnG/fsIFXQGF8s0hTykKvo3Png60ymS/z7p0/xd5/cxh89eoyB+Xz1/bdtrefPP9JL49uQRivLEt0xH7/48iUcmEjz//3oBv7s5yt3+jbXB7h/dwuWZbG1PkDFsPCqCvftbmJDrZ9kQcMhQ8Cp8Mj9u5nJlHGrMmXd5Ia/37ci5f74TJbRxQL/6rETnEos9y9oi3j42zu28cVHDvPgvTvpq/UjyxfurB/1Orl1cz3T2RLfuGcHX90/zuGpDFsa/Hz5kna6Y14cjjcX8AjCu0klU8YoavT/7euYZbtnhg5MPjmIrz1M7aVNtH6ij4FvHubcf2B6vkL6VIbI5lsI792C4om/qfNp+dXz5P2dEeJ7mxj9ySmMgr1ghyxRf3UbtR9qQfU5yY+nVwT7Zy0eS1Czs57wptq3/uHfQc6Qi857tzDwjcM4/E4kRaI8X0BxO+i4ezOu8AejtEEQBOGdJgJ+QRDe1TxOhe6Yn4l0kTNzefaNJVksavTEfPznX44wmbF35dJFnblsiSe/tJeFQoXFokZzyEN9wEXkbc4lb414CboUQm4HL/7BZTx6bJr5fIUrO2uQZYmbv/oq3/nULn5yfAZZkriuJ8bF/+MlXA6Zr9+9A1WR+T+eOcMjh6fQTQunIvPAnma+cc9OPvfwoWojvz++opM/f/LUimAfYDRV5F89dpyv3b2drhrvbwz2z1JkieaQh+aQh/92S4CiZuBRFRzrpB8LwruNZVpo2TJatoLkkChO5yjNFygnCtVg/1z5kUWUa9rJDqcIb4qzeGw54PY2B1k4OM3M8wX6fu/KN30N4b448/smlx+QoP7KVga/dQTr3OajpsXMcyN46vz420LMvjSOw+/E2+DH0Axkh0x4YxxJkShM5/B3RnG4/2n+bLMsCy1jNyzU8xq+9hCYFhagehw4/C6kN/l7Yz2yquCMednwu7vJDi9ilnX87REcfhV3jcgWEgRBeLuIgF8QhPeEs4HotsYgumkS9ao89OldzOUrlDWDoNtBU9CNoshrNqZ7u4W9LlojHq7/u320Rb34nAr/7qlTTKZL/P9u3cSR6Qwxn4s/uaaLF4YWSBY0vnvfLg5OpnlpOMnjJ5cDj4ph8pVXxyjpJl+4uJW/3zcK2Gn4/+6p1bXCAP1zOVRFRpJ+uz/aHYpMQAT6wnuIZZjkJzIMfvso7riXUF+MyZ8P0PPFncy+MLbu+5KHZ4hf3ERxJlcN+D0NfsyKgVHQATD139ys7yxPgw93vY/SjJ1p5GsNkRteXBnsn2P6mSE679tC/NJmzIpBfjSNI+gi1B0leXSW5KFZQhtq0LJl9GIFq2KiuByowTcXlJuagZYt01PfSWWhxOLJBKXZPJ46H96WEN4aD6kjs6QOz2IaFqG+GmIXNeGKuKvlBr8NvaSTPjZn9zM456NHd9bT/NEe1MB7ry+BIAjCe5EI+AVBeE+p8S3/kRjyKG+5zv7t1B3z86vfv4xfDc7zk2MzfGJLPV/a20ZbxIPLIfP7l7VT0U3+7c/76Yh6SRY0tjYE+bdP9K95vIcOTvLDB/ZUA/6ybl7w/OmSRtQrfs0LHwyVxRKn/+Eglm4Su6mbicfPAHbzONkhY6zz70V2KPYoDklCUmWi2+oIb6ll+HvH7BdIIL2FchZn0E3PAzuYeXGUhdemUAMuyuf2BzhPOV0GJGaeG6E4s5ytM/PsMI3XdxHui7HwxjTpk/N0fmoLAw8eQXEpNN3YTXhTHMcFauG1rF0/nxtPE9/bzMAPDq5YeOi4dzMTj5+mOLV83sQrEywenaPni7vw1P72vz8qqSJjj65ekEwenCHQFSG2W3ToFwRBeDuI7RtBEIR/Rq0RD/fvaeGR+3fzl7dtZVtjkJBHxa0q+JwOnA6ZmNfJ5voAr40vki7p6x7LMK1qIz0Ap2J3319PT8y/agKBILxfpU7MYy0F9bJDRs/btfJaukR0V/267wv2RsmPpvE2+un73d2YmsnQt49USwBCG2Kovre2G+0Mu2n+aDeb/9WltNzSg789tO5rYxc3ktg3uSLYP2vq6UEiW2tBljBKOgsHZ4hsrUXPa4z+8CSZMwtrHNFmagYzL44x++IYtZe2MPZo/4pg3xXzoOe1FcH+WVq2wvz+SfSS9pY+91mWZTG/f2rd52efH0XLlX+rYwuCIAhvjQj4BUEQ3gaKvPavW5/Twb++uot0SSPmc+J3XTh12HXOTuMzpxN8aW/rmq+7a3sDTcH3VldvQfjHKEwtj9eTZBmW1sJmXhglvrcZV83qSRU1exooTGZRQy6mnx9h8eQ8qSOz1cA4si1O88d60LJlSvMFtOKbD4Blh4Iz7MYZdBPaEENe5992zY56Fg5Mr3uc7PAivuYgAOlTC/jbwtXnJp8cpJJZO3DWshUSv55AVmUwrVU9DPztEdL96y8YLB5PoBfWX4C8EMuwqKTXz2rQ8pV1SxzeKi1XIT+eZub5EeZfm6S0UMCorO7XIAiC8EElcj0FQRDeYVvrA+xpDnN1Vw0D83m21Ac4NpNd9borO6NsrA3w489eRMSj0h714lQkgh6Vv3xpmELFwOWQ+eLeVv63a3sIi8H3wgeIvzVI6pA97jI7kiLYU0Pm9AKF8Sx6oULr7RspTmXJDCRRXA7Cm+OUEnlmXxqj4+4t1F7SguJRUYMu9GyFYF8Mo6gx/L1jFCayyE6F6K4G6i5vectN55xhNxt+ZzdD3ztGOVEAQHE7qL+mHVMzMC8QoBolHdlpLxbIqox1TpZPZbGEqS2/t5wsYmoGkiKDAlgWkqqsHQBbFpKyfoaQpEi8yUmEq8gOmdCGGtIn59d83tcS4p8i3K9kysy8MEJhIkthMmtneEjQftdmwptiKE7xZ64gCIL4TSgIgvAOi/ld/Nl1PczlKmRKGv/1lk38ix8f48w54wW3NwT5xj07aY966Y6tbEr476/v5cuXtJGv6HidDhoCLtzqm28yJgjvB6ENMSadg5gVg/nXpuj81FbKyQLl+SIDXz9E75d2U5jOofqdmJrJ2I/tXhmdn9qKrCqMP3aK4nSODX9wEa4tHkrTOc589WC14ZxZMZjfN0FhLE3Hp7a8paBfkiW8jQE2fGkXel7DMkz0ssHML0cwyjq+thD50fSa7/W3hVg8kQAgur2u+r9hqT+BIlHJlMkNp5h8apBKqoTkkInurKfv9y/i1N8fwBly2RkP50TZmTNJGj/SuW5QXrOnEWfwtx+dF+iK4vA70XPnjSmUJWovaUZLl3GdMy5Vy5WxTHB4VeQ30TNBy1UoJ/JIkoSvJUT9lW1LO/2jjDxynM3/0yUocfFnriAIgvhNKAiC8C4Q8TqJeJ20hj3M5sp861M7yZZ15vMVOqNeWiMe6gJr//Htcii0R8WYK+GDzRl20/ulXQw9dJRKqsTI90/QfFM3istBcTZHOVWk4cPtGEWd/GSG8OY4asBJ8vCMXW++FAxPPT1I2+0b7aZ/a2xDF6aylBKF32q0nBpwoQbsUpv8RIbsQJLibI62T/Qx+J2jYK48oafBj2VY6LkKnno//tbwiokD8UuaUHxOFo8nGHn4ePVxSzdZeG2K4kyODV/eTX4yS/zSFjBNvM1BLM0kdWwOUzMI9dWsSu131/mIbq/7x43mk6D9zk3MvTRGZiAJFnjq/TTf3EMlXUIv6vhbQ1QyZdInE8y9PI5RMQhvjFF7eSuuiGfd82u5MhNPDpI8pxRi7qUxanY10HRDF5NPDpI6NkfDNR2//fULgiC8T4iAXxAE4V3E47SDdxHAC8JbI8kSvuYgG353D/pSjbjDp6IGnIQ3xauvMyoGcy+PkT6dxCisrskvzeYxNWNFTwAANeQidlEjrqjdC8DUDbvD/2+hkimjuBTqrmkneybJYv88XZ/eanfUH1lEdinEL24ivDlO4tcTdHxqC5ZhMfKDE9VjBDfUUHtZK1qmzNRTg2uepzCeoTxfRMuUiO1uYOq5YRYeO43iUqjZ1UCgM0Kwt4bYxQXm909g6hY1u+rxd0RwhX/73X2w78fI908Q3VFHw4c7QJYozeUZf/w0skOh4doOyukSo98/QXYwVX1fYt8kyUOz9P3BRbhja/8ezI9nVgT7Zy28MU37nZtQA04qadEUUBAEAUTALwiCIAjC+4gz6MJ5gYaVsiLh8DrXDPYBXFGPPaVPlbE0u14+dnETgc4wsy+NU5zJ4Qy7afhwO8GeGlT/m++VYRomhfEMIz8+Se3eZgLtYWSHjMOj4ox6aL29D0mW7Mf8zqV09SBYUMmW6fr0Viq5Cp46H2rQhepzUpjOUllcv0FecTZHoDtC/9++Xp1iYFYMZp4fJTOUousz2whvjBHsjmBZ9vej5SqUFwpY2L0GJFnCsTQC1SjpGCUdZFB9TrtfwBKjomNWTBSXgup3Et4Sp5IqkRlIMv3s8IrrGvzmYVpu7UVxK8QvacZT78co6yQPz1KcyjL17BBtt/WtqsPXi9qKLIfzJQ/NEN4cJ9hb86bviyAIwvuZCPgFQRAEQfjAkBSZ2EWNzO2bWJVCDxDb20T6TJKaXQ3MvzqJry2Ep97P8PeWU+bL8wVGHjlB3eWtNFzbjuJ+c+MvK8kSp7/6Bh33bGH2xbGVdfuyRNsdGwl0hnGeU9uuF3W0bIXCVBbFqeBrDqD6ndVzSoqMpEjrdr13ht3M75+qBvvnKoxnKM3mcQZcyKpiN8HbP0ni5XGCG2qo2dVA5vQClcUSge4IgY4IRlGjMJNn4fUpwlvriG6vrZYdzL44Rmm+gLcxQP2VbdRf3U55vsDANw6veW3pUws0XtvB9HMjJA/P4PA5ie1pwHFpM2M/PU3zjfqKgF/LVTArBvoFpiXoRY1wYy3epsAF74UgCMIHhQj4BUEQBEH4QJFdCp33bmH0hyft3WpAcsg0XNNOcSqLu85HfG8T+dE08b1Ndj3/GmZfHiN2ceObCvhNwyTx6gTB7hpyQ4urm/SZFqM/OEHP53ciSRLOkBstV2HqF4MrZtpLDpm2O/oIdEVxBlw4vA7CW2pJHZ5ddU7JIeNtDDC61KBwLamjswS7o+j5CmOP9pM+OU+oL4a/NcTANw5V+xgsHk/g8Km037WZhQNTNF7fhaTKJPZNovqdK76j0mye5KEZuj+7A8WlrLnYoIZcxC9q4tTfHaguVhhFncknBwn1xWi8drn+XstXyA6mSOyfpOmGTgJdEUqz+VXHBLt5Y6Argl7UMSsFnGE720PPaVimhexU3lJWhiAIwnvdbzlwRRAEQRAE4b3JMi0cASett/XR+amtdNyzhc57t1CYyjJ/YBpJljj9lTdouaUXV9SDnl9nR9mC4jqB5/lMzSQ/kSGyrZb5A1Nrv8iC/GQGvWgvQqT751cE+2A35Bt55ATaYgnLtFD9Lhqv68TT4F/xOskh037HRiqZErK6/p97ZxcrtGyl2rE/fkkTE0+sblqo5zVmfjVCsDvK8HePYZYN/C0hJp9eo4eABaM/OAHS2o334hc3Mf2r4TUzE9L983ibAjh8KkZJY/b5UYa/d4z6K1oZeugY4b4Yinv1npXideBrDXHmHw5SSRYZfuQYk08NUpjMcuL/eZVj/9crnP7KG2TOLKAvLfQIgiC834kdfkEQBEEQPlCMoo7skBn7cT9GWbeD0qX0fm9LkOJ0DqOoc/orb9D92e0XPJZlWiz2J1C9Tlw1Hhy+tXePZYeMO+ZFdsiYZWPd41WSJWZ+NULjtR3MPD+yzkkheXgWZ8SD6nfijnnpvG8rlYUi+fEMDp+KtzlIaa5AbmiR6PZ65vdPrnmo6I46AArTWZAlWm/tRS/o65YI5IYXqb2sBaM0SnmhgDPkqvY6OJ+WrSCrMg6fumrRxF3ro/CLoXW/h/x4Bnfci1HQ8bWGaPhIJ5mBFNpimYknBui4dwtzr4yTOb0AkkRoY4zaS5sZ+8kpKqkSww8fp+PuzQw+eITSbJ66y1uZ+sUQpbk8Z752iO7P7SAk6vwFQfgAEDv8giAIgiB8oMhOhcxgkviHmu1d7HNq+Y2ihhpYDtq1vLZq97x6HJeCJElYmkX/377O5NODaPnK2q91yNRe1lKtcV+PryVIbihFYTqHdoFO85V0GctYDrTdUS/OuJfIljiFqSxnvnqQ6WeHUDwq8Uvtpnjnq7uqDedSN36HV6X5pm4KUzm0zG/ocL902lKigLTODv5ZWr5Cy60bkJTzXict/efchxSJ2stb6X5gO76mIFqmgl7UkFWZYHeUdL+dgVCcyTH83WO4ajx03ruVznu24G8Lke5foJwo2JdYNijN5XHX+cicSdr38Jwxf+M/PY2WFZ38BUF4/xM7/IIgCIIgfKCoPieZ/gXqLm8hurOe5KGZavq6WTEJ9saQnh7C0k2SB2do/fgGBr55GKN4Thq4LNH68Q0k9k9Qs7MBgPn9U0R31KN2rL3L74p68NT78dT6GfzOkVUp8+64F0mW0LIVitM5PI2B1bX+S7xNgRUBs5Yro6fLnP7KGytq4qeeHiQ/tkjnp7eSHUySHUyheFWCvTW4Iu5q9313nQ89rzH/+hRdn9m27nfnqvGg5exFDXeNB8khI6sy5hq7/GrQhbZYJnlwhq7PbCM7lKI8X8TbHMBV4yG0IVYN4pElOu7eTPLwLAMPjlW/G29jgMYbuuzFhXMWDYySTuKVCRKvTAAQ7I3iDHtWnL80X8AZclOazVNOllD9zupiRnm+gFE2UEVvP0EQ3ufEDr8gCIIgCB8oDp9K+52bmHlhFIdXpfuB7bTfuYmuB7bT+6VdOGvcdD+wHVmVyQ4kMQ2T9rs203h9J5GttdRd2Ur3/dtIHprFUx8geU7DvLl9E5jG2inuistBsCeKp9FP9+d24K7zAfbOdmR7Hc039zC+1Pxu/sAUjdd1rn0cr0qgM4LDu9ws0CgbTDx+Zp2a+AX0fAUtr1F/dRsAsy+Pr2hep3hUUsfmwLTIDaeIbK9bfWIJGq7tILFvAtml4KrxMvfyOE03dq9+rSzRdGMXc6+Mkx1KMfDNw+THMwS6I5gVg/xYmrqr2qrZFDW76lnsn2fxeGLFQkhhKsvE42fw1vuJ7W5Y8/sACG+utdP7z+Gu8VJJ2yMLHV6HXb5x9qMo0uqsA0EQhPchscMvCIIgCMIHjivioesz29FzFfSChjfsxuF3oi7V4Pvbw2z640soTGcxihqSopA+OY8acpMfyzD74hjBnii+liBzLy/PhTfLhl0ioKx9Xtmh4Ip47P/c56E4kwPLIt2/wOC3j1Y72uvZCmrQSed9W+3086X0fl9rkKYbu3FGPciO5ZNYukl+PLPu580MJDFKBqf/4SA1uxvouHMjasBVfV6SJMylc8++OEbrrRvwNgaYf30KLVPG1xyk4cMdzP16ArNi0P3Z7WjZCpnBFGrQRddntrFwcIZysoinzkd0ex2JfRMUp3NLF2jX/59dZJh9cYzuz+2g9eN9lObzeJuC9lSANZTm8pRTRZxRD54G//IxlwS6ozgjbvTCcp8A2aXgrvNRms2jeB1I8sreCdGdDaJbvyAIHwgi4BcEQRAE4QNJ9S0H+OeTHTKuqAdX1E4Tz01lqL+qHaOsoxc16q5spTiTY+SR4yt2pKM76pHVdaL98zjDbuZfn2L2+dFVz/naQzh8TiK1fjz1foyijiSB7Hbg8KgrdvfLqaK9sy9LK/oRrPg8ToXwpjjeBj/JI7NY+vLrKpkSxZkc4Y0xsmeSYMHYT07hqfcT29OIw6siuxRkj4Oa3Q3U7Kpn4fVpjIpB9/3bKM3lKS0UaLy+Ez2vUZjOrli8OFdwQw1TTw1iGRal2Xw1y8LTEFi3USCAlikz9/I4jdd1opd1Fo8lkGSJ8OY4APP7J+n89FZGf3QSSZJouaWXqWeGkV0K7XdsYuqZ5QaB7nofjdd2vOn7JAiC8F4mAn5BEARBEITfwBV0oWcqLByeoeGadoa+fXRV53lXzEugI/ymjyk7ZOouawVg7uVxO0CWILw5TsvNvdXFCHeNd91j6EWNsZ+covHaDsJ9MRZPJNZ8XbArSn48ja8lRPn5kWowXkmXGHjwMMWpHB33bsEd91JaanxXnMkx+fMBHD6Vni/uQltKj0/smyBzOgnA4tE5XDUeWm/rY+HgNFqmQs32OhSXgn5ewO9vD2PpFlp2qbGhLBG7qHFpvKATSZHWDfrVgIvKYomxx07Rdd82irEcGBYzvxyhsmhfV348Q8/nd2IZ9gjE2suacQbddsnE1lpCfTH8HWHcMS/KOQsmgiAI72ci4BcEQRAEQfgNVL8LX4tEg6sd0zDp+fxOZl8aY/FEAtkhU3NRI7V7m3GG3G/tuAEnjdd1Er+4CaOsIzsVVL8TxbX8J5ppmGiZMpXFEqZm4gy7sUzT3qGWJDJnFvA1Bai9vIX8RGZVl/2G6zoozuUY+/EpfK1BOu/diuJxYJkWySNzFKfsFPmxn5yi/ZMbyQ0v2lkAhkVkSy3R7XUUZ3K4Im5M3aTuqnbUsJuF/VN46ny03NJLKVlEWywT6IpQnCvQcc8WFk8kyJxeQFYVYhc3EuiMYOom7XduYvH4HIHOMOn+BfLjGSrNJWr2NDL/6urxge46H1q2gmVY1OxqYOZXI2TOJFe9TkuXKScLKG4VxeXArBhYhkny8BzR7fWoQSeZM0lmfjVqTwS4tBlfc3BFaYMgCML7jQj4BUEQBEEQ3gTV50TtcFLJlsG0aL6pm6YbugBw+J3Iym/XC/ls+cBazIpB+vQCI98/gVmxa9AlRaLuyjawLPSCTtttG1k8mSC6vZ72uzZRmMySG1nE4VOJbLV3209/9SAA+bEMhYkM4a1x9HyF+f0T1XMZBY3Bbx0h0B2l/so21KALh19FUiSyA0mS2TK+lhCBzgjxS5upv7ods6jbtfozOZxhu+u/lrYXJ2r2NBC/pBnLtDB1k8ypBbKji6hBF/Uf7iA/kWXy5wMALJ5I0HH3ZsyKsWJqgq8lSMN1nXbpBOCp9zP/2tSa31V4cxyjoDP83ePV7wpZov6qNhw+J0PfOUZpLl99ffZMkuCGGtrv2CiCfkEQ3rfe9wF/pVLhzjvvpL+/n0cffZSNGzdWn+vv7+cv/uIvOHr0KNFolPvuu48vfelL7+DVCoIgCILwbud8G4PDcrLI0ENHV/QJsJZS2dvv2sTkk4MoHge1l7Zw4m9eo/biJqI76/EvlRakjyeYfWUc65yxeakjswS7o1iWtaKW3z44ZAeSGEUNf0eYUG8N/X/3RvXp3Ggay7R3/o1chUqmjF7UyY9nyI9nSB2do/ljPaSOzbFweIa6K9qQgNEfnFhO5Qfm903SfEsvjTd2MfXkIJgWww8fp/7qNjb98SUYJR3ZIZMdTjH88DGMgt1h3ygbOHwqlYqx8rqXygMGvnl45bhD0/6u3LW+alPCc2VOLVCYzhESAb8gCO9T7/uxfP/lv/wXamtrVz2ey+X4whe+QGNjIz/60Y/4N//m3/BXf/VXPPzww+/AVQqCIAiC8H5kWRaVdInibI7SfAG9qP3mN519r2Ey9+rEygD2HPP7p4jurMcyTGZfHscqG8y+OEb61AIjj5zg1N+8zszzoyuCfVg6nGUfNNRXs+K56M56uh/YTrCnBkmSMIo6LR/fgKzKKB4HnfduoTCR4eRf7af/b15n5OHjuCJuWm7pRfE6QJaYfGqQ+EVN1O5tJj+8yNwr4yuC/bMmfnaaUE8NnJ2OZ1rMPDeCZZj4W0OYhok75kWSlsfnpQ7PELuocdWxgj1R0v3z635Xcy+OUXtp05rPJX49jqkZaz4nCILwXve+3uF//vnnefnll/nLv/xLXnjhhRXPPfbYY2iaxn/8j/8Rp9NJT08PJ0+e5Otf/zp33333O3TFgiAIgiC8X+glnexgivGfnqqO1fN3hmm7bSPu2PqN+M4ydYvyUgO9tZRTRcKb48iqwsIb09XHs2eShDfFmX1hdfd/gMiWWnDIVOYLhDbGSR1LoOcq1OxqwB33MvCNwyte72sN0n7XZrRchcknB+1RgmevUTMpTGYJ9ETp+dxOTN0kP5bG1A2cUQ9eYOb5kbU/gAW50UV71N7U8jHPZh04vCoTPztNy60bMMs65VQJd8yLu95HbjRN5tRC9T2q30k5VVr/u1os4W0K0nX/NmZfGic3lFo+3zqTDQRBEN4P3rcB//z8PH/+53/OX//1X+N2r26gc+jQIfbs2YPTuTyO5/LLL+crX/kK6XSaUCj0ls5nGGJl+J1y9rsX9+C9T9zL9wdxH98fxH38xytMZRj69pEVj+WGFjn19wfo+709OIK/YQ68YtewZwdTaz7tqfdTThZxRtyoPmc17T07lKL2ilYWj89RXiiueI+vJUigM8Lsi2NENscZe7Sf9js3ke5PEOqLM/D1Q6vOU5orYFkW/raQfZ6yzvz+ScrJIm23byQ3mmb8J6ewTIvwpjjhjTEcAReWtZRZcIF42qgYSPJywqnsVFB8KoZhoPhUGq/rZOihY0gOGdXvZD5bxuFTab97M3WXtZKfSCM5ZPxtITKnFlYsApzLW+8nfXKeuV9P0HZ7H0A16K/Z04glv/t/1sW/yfcHcR/fP97pe/lmz/u+DPgty+JP/uRPuOeee9i6dSsTExOrXjM/P09zc/OKx2KxWPW5txrwHz169Le/YOGfhLgH7x/iXr4/iPv4/iDu42+noaae9BOrO84D6NkKi4MLJNyLlMvlNV9zVveWTqSXxlfPtJcgfnETI98/Qf21bcSvaGH8R6eqT4/+8CRtn+ijMJtFz1ZQ3A7cdX68TQFO/d0BzIpBdFsditvBwDcPU39lK9mh1QsLasBJ2yc3MfvSGNmBJFj2Y/XXtONpCDD6o5MrshDmXh4ndWzObsDnldByFXsHfzq36tgAgfYwmdMLtH1yI4rTgRpykS6mmRqdRpIkOmOttN2+Eb2oUUmXcMd9WLrJwNcP0fWZbShulcSrE0z+fIDuB7YjO5Xlhn3niF/azNij/Vi6yeiP+um8dwu5oRTexgBWRObQoUMXvA/vJuLf5PuDuI/vH+/2e/meCvj/63/9r3zlK1+54GueeOIJXn75ZfL5PF/+8pffpiuDrVu3oijK23Y+YZlhGBw9elTcg/cBcS/fH8R9fH8Q9/EfR89WmJ7qX/f54miGjZ/YuO7zZ1mmRe+XdjLyyInqbr0j4KTpI10kj8wS2hzHUxcAC6I76kgemrXPn6uQOjZH7WUtpI7O2enwtT7KySKSIhHsiTL/xhRNN3Yz/rPTFGfyONaYTd98cw9jP+6vzroH0LIVxh87Tce9W5BWvcMej5fuXyC+twlHi70zP/TdY3Be6nx4Sy0WEN4YZ/LJQfRcBXedj9rLW9nYsQE15MLUDHKZNEjgbwtjVgxkr0rX/dsxijpTTw9ilOzMhqlfDNFxz2YmnxysduN3LI09XDyRQM/b/RMs3aS8WKL9rk34OyM4/Co7GqK/8V6808S/yfcHcR/fP97pe3n2/L/Jeyrg//znP89tt912wde0tLSwb98+Dh06xNatW1c8d8cdd3DLLbfwn//zfyYWizE/P7/i+bP//+xO/1uhKIr4R/sOE/fg/UPcy/cHcR/fH8R9/O0YsowadFVr98/njnnf3PeqgL81TO+Xd2PkNUzDRFYVTM3AGXWzeDxRTcOvv6ad3i/tojibwxXzoqXL9P/1a9VDpQ7PooZctN2+kcXjCbRUiZHvn6Dxug7UsBuzrK/oBaAGXRhlY0Wwf66pZ4aIX9zExONnVj2X7p8ntqcBh8eBZTjp+709lOcLTD83jGVZ1F7eSnhjjOzQIhOPn0FyyLR9ciNG0S4XSLw8TmRrLdFd9XhqfQw9NLScJSBBZFsdjdd2YJyzm1+YzDL+2GlqL2vB3xaiki5jlHUS+yYpTGRWXJ+lGdR8qAXTMMG0kNX3zs+4+Df5/iDu4/vHu/1evqcC/mg0SjT6m1dg/+zP/ow//uM/rv7/ubk5vvCFL/B//9//N9u3bwdgx44d/Pf//t/RNA1VtVe0X3nlFTo6Ot5yOr8gCIIgCB88pmaALCErq4ceqQEn9Ve1Mf7Y6dVvlCXCm1dPELoQZ8AFS6PjLMti7tfj5EfSBHtqaLt9I5mBJLPPjzL7/Cgb/+VesFizHl9Ll0nsm8DXHMQVcZPuX2Ds0VNIDpn2OzfhinurKfrumHfdVHyAcqKAM7S6TxKA5JApzRcYeuhYtRzBXeej81NbUXwqzoCLSqbM5JMDALTc3MPCgWlyw4vVYxRncjjDbqafG0YNuKjZ1YCWK5MZSJE6PIviUqjZVc/C68uLFJXFEhOPn6Hl1g3MvjRGJbmyh8FZvtYQhdks869OUV4oENlaR6A7iiu89ucRBEF4r3pfjuVrbGykt7e3+p/29nYAWltbqa+vB+CWW25BVVX+9E//lDNnzvDEE0/w4IMP8rnPfe4dvHJBEARBEN7tKotF5vZNMPCtI4z+4AS50UUK01kSr06SGUhSSZeQJInIFnuH+lySQ6brM9uqAXE5VVxzPvyFaPkK/rYwwb4YufE0k08PIikS3Q9sp/ZDLZRm82TPLKzbLC/dP4+71oc77kMNLi0i6CZjPzlFy809RHfVIzlk9IKG8wIBsOJx4Iq66bhnC+EttSAvJ/jHdjcw9czwit4Dpdk8p792EAz7wsyKgZYuowacSA55RbAPIKkyDr+Tllt68bWF0AsVXDVeuu/fRmhjjIUD09Tsaljz2lLH5mi6vmvN5zwNfsoLRUZ/0E+wO0rTTT2oASezL41SyZSxTAvLEp37BUF4f3hP7fD/UwoEAnz1q1/lL/7iL7j99tuJRCL8/u//vhjJJwiCIAjCukoLBU793QH0c+bKJw/NUn9NO+5aH0MPHUV2yPR8cReeWh8tN/dSf1U7xaksituBK+ZBy2sMf+8YxaksathN/VVtBDoiuKKe33h+Uzcx8hrzr09RnLJ3wNs+0cfiyQTDj5yg9ws7Kc4X0Ara+gexQHYpdmO/OzYy/9oUiycSGAWN2RfGaL1tAw3XtGNqJpIsMX9gas3xgLGLGpl8apDcyCLRnQ103ruF4YeP42nwowZdFKeyq96jZysUprN2Kr1lIasy/o4I6TW663sbA8gOmYFvHl7RiC/x6iRtt/dhFHUkWSKyvY7UkdnqAocz6qH+qjZyo4u03tbHzK9GqKRKSIpEZGsdke11DH/vGGbZYPBbR2i+tQd/c4hgZ5TUsTmcYTeyQ8LhUXFGPai+3zBNQRAE4V3sAxHwNzc3c+rUqVWP9/X18dBDD70DVyQIgiAIwnuNUTaYfGpwRbB/1swvR+j7w4vo+cJOJh4/w+CDh+n9nd04gy4cXhVPrY9KrkSmP8noD09W31dOFBj9wUnilzZTd0UrrsiFg/7CVJbTX3mjunOeH0uTOjJL88096DmN5JFZfK1BvI2BdY/hrvMhyRKSJDHz/CiNH+mk/qpWtIKGJ+YjsX+S+VcnMUo6nno/zTf1sHgiwcJrU9VjBDfU4G0MMPviGFjYY/pSRXo+twOjYlBK5Nc9f25kkZlfjuAMu4nurLcD97PJARIgSWBaRLfXMfrj/tVd902L8Z+epv2OTRhlnZo9DcT2NGItNQWspEqMPdpvTxi4fSMbvrwbo6RTShRYPJFg6DtHCW+KE91WBw5weJyc+cZhjHMWSVwxLy239LLwzBAN13ai+kXQLwjCe9MHIuAXBEEQBEH4x9ILFRaPJ9Z9fvHYHIZm0vrxDfT/3QH0XAXnUsq8XtTQsxrFmdyao+MS+yao2d2AM+xGktbqfW+XEox8/8TqEX3A5FODdN67halnhwltqKGcKhLcULN6Lr0EzTf1kJ/IUPuhZvSChuyUGXroGN0PbGf0hydXjOcrzuQY/OZhOj+9lVBvFL2o4wy4yE9mGPn+iRVlA9kzSeoua2Ho20fo/NRWJFXG0lZfqyviIXVkjvxkls5PbWHhjWliexoJb65FUiQsw975d3hVyvOrMwsAzLKB5JBAlhh95ARatoIj4KRmZwO+liDNN/VQnMmBLOMMuclnMwx9x+5m3XxTN5VMhbn9EzRd18ngt46sCPYByvMFZp8fxdsSpJTIi4BfEIT3LBHwC4IgCIIgvFnm+rXdpm5RmMgwp5s039iFUdbRCxqFqSzTzw1TSZfxNvjp/NQWEvsmSPefE4xbUJrL44p6cHhWj8fTCxrlVGndANjSTfSiRvONXSRen6Jme73drb49zPyrk2i5Cv62EI0f6UR2KahZJ5NPDlJ7WQsOj0rTjV3oucqKYP9ck08OUHdVG86Ai8FvH8Ey1v4eSokCDr+T4lx+zaZ/iseBw++sdv5PHZ2j8dpOKpkyYz/pxyjaI/YkRaLhuk7qr25n5lcj63/nZRNtKeNCz1aYfWF0xfNq0IVRqCA57LZVvrYQpmHhbfQjqTKVxVL1/efLDqWovayFuV9P4GsNrdmcURAE4d1O/OYSBEEQBOEDTctVKKeKVNKlalr4WhS3A39neN3n/e0hilNZFt6YxtsYRA26SLw6wZmvHiQ3vEglWbTH6D14hOjOBty1vhXvl50K0jpBZSVTRnE5aLu9D3/72tfgDLtZPJmgZkc9ituB7FAIbYrReEMXbbf34W0KMvitI0w/O4LiUuj90i7ie5twRTz4GgPkR9PrfrbyQhGHW7Ub2l3gO3J4VcyygcOrEuytsVP0z7m+7s/uIHls1v68qkx0Rz1atmzvsi8F+wCWYTH11CDumBdnZI3GgUslCWvnQiyTJImBB4/YEwXCbmK7G7Asi8VjCeZfnUA/55xrsQzLzsa4wGcWBEF4NxM7/IIgCIIgfOCYholR1Ckni4z+6CSl2TwOn0rdFW3U7KpHXRqBdy6HR6XlY730/83rq9LqQ30xSnMFzLMp7JZlB63PDK9xcovJpwapv6KVsZ/YPYZkVcZd40VxrpzlrOUrZM8kmXx6kEqqhMPvJH5JM9EddfZ7z8ahsoQacBLZUsf4z05Xd9a9jQEaru1g5lcj5MftWfSLx+ZwRdzkJzLUX9UOgFExULyrMwuqZAlXzIPschDsXaNUAHtBRHLIGBUDV8SN4lPZ8OXdVBbLyKqMlqsw+mg/dZe1YJVNFK+DwmQGvaCtG1DP7ZugZlcD08+u/B4brmmnvFhCDTjxd0XIDa7OTJBVGcXjwChoTP9yhJaPb8DSTXwBF9NPDxHaWHPBXgeyUwEsanbWI6vv3hnbgiAIFyICfkEQBEEQPjD0kk4lWWTu1+NUkiW8TYGleu8s7hoflmlRmM7hc0g4PKvrtj21Pjb+4UXMPD9KdjCFw6tSs8veUR991A7eFa8DxadSmMiuG8hWksXlnWtZov2uzSj+lQG3aZgkD80w8bMzy9efqzD9zBA1uxuI720msW8CgKYbOrFMOPP1QysWIwpTWYa+d4yu+7Yx8M3D1euZf22Kllt70fMaDo+KrMj4WoLVGvrzhTfFUIMuVJ+T5pt6GFworigvkJ0KbZ/cyPRzI7TfsZHsSBpn2MXw42cwSnp1995V46E8X6Dh2g6Mso5lWiReGV/3fpWTBcKb+8gOpyjO5HFF3NR+qAVfW4jEvgkWTySov7KN0UQBLVOuvk9SJFpv62PuZfvYpbk8s8+P0vrJjWRPL+CKeYnuaCDdP792rwMgfmkzmaEUDVe3r3t9giAI73Yi4BcEQRAE4Z+VqZtYuomsyuumrL8dDM1g8djcii752aEUiVcn6bpvGyM/OoG2WMbhU2m8oYvI5loc5+x6G2UdLVdBy1Wo/3A7/s4weqbC/IFpSrPLXekbrm5HDbiwjPVT5AEUj0rd1W1Et9fj8Kk4/SuzCrRMmamnh1a9T1ZltGyZphu60LJl4pc1o3qdzL0ysWZDP0szWTyeINRXQ/rEvP1ZSjqyQ8HU7OaBkipTmsnRfucmhh85sWKhwlXjoen6LpIHZyjNFwj2ROl+YDuluTzFuTzOoAtn2E1hLkfH3ZtRgy7cqSJaukzTR7txRTz2/XcpFKay5MfTGCWd5BvTWICnzr+yn8E5PLV+Fk/OE9lSS+stEQzdIDeUQs9XqNlZT2YgxexLY7R+YgN6UacwkcHhd+JrCjD70ji5kcXqsXIji0gSOENu4pc0M/WLISqpIh13b8YZdLFwaAZLM1G8KvVXt+Gp9+OJ+3CG1igpEARBeI8QAb8gCIIgCP8szu6mz748RiVZwtcWIranEVfE/Y4E/nq2wtij/aseNysGE08OULu32R67l9cY+1E/ilMhur0esFPr514aY+aFMTAtHD6Vjnu2kDo0Ww32ZadC3RWt+DsjSIAacRPZUYesyOTH0pTOmWXvrvPh8KnUX9GKw7t2B3ijoK3s5i9B/TXteBsDZE4nmds3SXxvE7KqkDo+R250cd3PXpjIEOyJksYO+NWAE6Oio7gd6GWNxL4JQhtiGJrJxj+4iMzpBSqZMoGuCK6oh1NfeaM6jnD+1UnUoIve39mFrz2M7JBQnA4CnREAKukS44/2E91RTyVVYvQHJ6m7spXSbJ78RIbmm3oY+MYhO5NAgu4HtiO9Mr5mR//4pc1M/Ow0WraC4nHQcfdmJIfC3CsTpA7P4m0MENoUoziTRy9UqLuilaHvHGX6F6sXShSviizLuOt8WJZVzVAY+t5xIpvjtH9yE5IkYWoGik8l2Bl5RxeoBEEQ/imIgF8QBEEQhH8yRklHz1ewsHdUR3+wvJueG1lk7uVxen9nF/6W0Nt+bcWZ3Lrd5YtTWdwf7ljx2OSTg/g7IjiDLjKnF5j5ld0B3tPgJ9RbQzlZIP6hZppv7kHLlDF1OwW/ZlcDWq4CmgmmhVasENvbhBpwMf7YKYyKQcvNPSwcnCE3lKLu8la8TYFVO8lnO8uf1XhdJ+VkkaHnRqqPLbw2hb8jTPPHesiNpFdkGpxLDTpXNKirvawVySGjLI2+S+ybxBX1UpzNEtlSR3hbHbIiYZR0Tv71a6uCcS1TZuzH/XR+eiuKc/nPSaOsM/HkgN2JP1Vi9sUxJFXGWx9g+plhmm/qZuqZoeX7YMH0cyN03L2ZicfPUEnZ3fsVt4Pmm7pRQ05abt1AeaFIYt8E+fEMge4IEz89DdglC4Wp7PJ3JksEeqIUJpcfO6vphi7UoAssyx7rp0ggSVi6SeroHKmjc9XXdnxqiwj2BUF4XxABvyAIgiAI/yTKySLjj58mfXKervu2MbZU034uSzcZ/f4Jer+0a83GeP+cLGP1DvKK562ViwGVxRKmZqBly0w/O4zsUmi7bSNatkzy8CwMWIS31uIM2RkLkz89TcO1naBIzDw7zPxrU9VjZU7ZdeNd92/HrBhIqszML0fAtMgNLxK/tJmGa9tRfcvficPnxNPgpzidQ/E6cNV4mVpj5zo3vEhhIkNsTyPZM8k1P1t0RwNjj/UjOxVqL2/B1xrEU+vDyNkN88yyAZZF6kiCxCuTS+dXaby+a82dd4DsYKraA+AsPa+ROjJHx92bq6UT3oZANfvAGfGsWpTIj6XtJoZXteFpCIBlISkShdk8Rk6nNJcndSJBy8d6yYyk1l20AVh4Y4beL+3CLBssHJjGrBioQRdNN3UT6oliVAyMko5ZMeh+YLs9VcAwyZxOMvPCqP1ZZQlf0/rN/ARBEN5LRMAvCIIgCMI/WiVd4szXDlJeKNpp4gVtzXpysGe16wXtnzzgN8o6RklHUmRU/+o0eV97iJo9DSweTyDJkj0ar8aDlq+QG160d+XPITsVZEXGMi3KySLtd21m9oXRFTvKhcksC/FpWm/dQNd923BG3BSncyuC/bMq6RKVTAl3zEt5oUTXZ7aRHUiSeHWSxK8niF3ctCLgV/1OOu7Zwum/P0Cwp4bUsblVxzxr7uUJmm/uoe6KVmZfGlvu3i9Bw7WdeBr99Hx2B7LLgeJ2oAacSJJEdngWNeTGU+8nfWqByJY4iX12wC+rCmb5N42tW3mPTc0eYSdJLJcjWBa/aX5eOVEgN5IGSbKnD5zTQyDUV0Pdh1oY+t4xer+wE72i4+8IkxteXH09Sz9zTTd0UndlG5ZuIjkk9JxG4rUpXBEPYz/pxyjYn0tSJOquaMUZ9dB5zxaGvnuM1o9vwOF/exejBEEQ/rmIgF8QBEEQhBVMw0TPVuisa8coaCiB3zySrDSbp7xQtP+PzAVntQPLAelbYJTspnl6QUNxKjj8TlS/E1MzKC0UmX5miNzIIg6/k/qr2gl2R1ADLiqZMnq+Qmkuj7cxQO3lrZglnalnhkgenMYZclN3VZs9Hu4c8UuacAScGEWdUF8MPVdZEeyfVU4UyE/YqeZmxWD+9dXBvqzKdNyzhcT+yeWO8BKEN8bpuGczw987TnYohbfev+J9nlofG35vD+WFInMvjV3wuyklChglne4HtlNOFpEdMp7GAJIikSllCDoDdoBuWvZ/FAlJkcmcXqD+qjaGv3+C7vu3kT61QCVVopIp44r71j2nGnSBBHpBqzY3VFyKPZ5PlkGWwLQoTGWpv6ad2RfGKM0X8DYGVn+PskR0e509SeA86f4FvM0hvA1+Ft6YBgXie5vWDPhDG2N2qYJLRXGpGGWd+demmHjiDN0PbGfwW0dWZAhYhsXMr0Zpu30j6TMLbPyji1EDrlXjEQVBEN6rRMAvCIIgCEJVJVMi8coEc/smMMsGngY/TTd04Yy4cficqL61G8yd2zDOKOg4g65qwHc+Z9h94Znva9CyZSaeHCRzeh4kCT1bwVPvp+uBbZiayfSzQ2SHUxgFHT2vMfLIcaK76mm8voviZJaR75/Asix6Pr+DcqLA0ENHq4sOel5j+LvHqL2shZo9DSy8Pk1wQw21l7UiKzKy30n9Ne1M/nxgzc8S39uEp94PhkV5sQTK6u3suivbmHtlnOy58+ItWDyRwMIifkkT0jq74LKqkDw0TbC3hsw6KfuB7gj58TSpw7PMvz6FM2z3A6gsluj53A6Sz0wwMZYB7LGBzTf1EN4Uxx33kZ/IkD6zQPsdG5n+5TAtH+ulOJMjfXoBLVMmsq2O1JHZVedsvL6T1LE5ZIdCbE8jDq+KGnDRcG0H6TMLhDfFWTw2h2XYZQuxi5tI7Jug9eMbGP7uMcxzSgUCnREyg2t/NoCF16eou6KVxKuTRLbVITtX/wnr7wpTd0UrYC+AKG4HWrbCxBNn7OOfSa5bDpDYN0FoUxxJlnC4xZ/HgiC8f4jfaIIgCIIgAKDlygx97zj5c3ZOi9M5Br5xmPa7NpEdStH4kS47mD+PM+JZ8f+Th2epv7K12uiuSpZou2PjimPoBQ1TM+wAULJ3XY2SjmWa9m6rx0HqeILI1lr8rSEs08QV9WCZFqWZPMkjs8iqQustG9ByFSafHMAyLJJvzFB3ZRvDDx8Hy6Lni7vQMmXGf3p6zQyDuVfG6fvDi6n9UAvOoAvH0uKGZZhrlggEuiLEL21m+rkRik8NgmQHrk0f7SY3tLhiTr2vOcj0s8Nrfu/pk/N03b8dV2Tt8W9qwImvNYzqd+KMuKuN7apfqUuhZlcjA18/aD9gUX2N7FQwdRNP3Ee4L46er5A8MsvoD06iftaJtyVIsDvK6a+8QWEiS3xvE5Zh4m0JooZdSJJE8809+FqCzLwwai+0NPhpvL6L8kKB/GiaQFcULVfB4VWRFJnoznqSh2ftcolsmfxomtkXx2i4rpPmj3aTGUrR/dkdpE/NkxteRA26qLuijbmX189g0PJ2l3414CTYHbE79t+zielfjmLqJm2f6KOUyDP0naPoeQ1/R5imG7vJj6XBsrMRysniuscvJ4uoAafdy+A8pmGipctYloXD41h3qoIgCMK7kQj4BUEQBEEA7CAxv0aaNMD0L0eI721i9sVRmm7owjIt9KxmB1Ey+NpCBLojZAfsHezkoRnqr26j/a5NzL82RSVdxtvop+HDHbhiXsAOpIozObIDSRSPijPsZuHAtF2rvjT6ru6KVkKb4li6ydC3l9OxW2/rY/Fkgsw589uTh2cJ9kZpuaWXsUdP2bPhJzKYFYPay1qY+dUINTsb0DLltb8Ay+4+H+6LVR8ydYPc8CLlVInozvpqGrnsVKi7so3BBw+v6DifHUwx8PVDdNy7hTP/sBSAS2BUVgeS555XUiQ7RX4NkiQR2VLLzAujtH6iz+4of2QWyzAJb4pTe1kLpmUhKTKWsXKMX+dntiIhYZQNFg5M4Qy5ab6ph9JMjsknB+n5wk5cUQ8tt25g+tlhuxTApVBOFinO5Wm8thNTMwhtiuFtCiA5ZCqpEuOPnaouKmROJ5nfP0nPF3fiCntQfU5q9zahZSu0f3IjRtmgkiyiBl04I27Cm+KYuomrxl4k0vMa4z87TXR73YpO+efyt4QozuSo2dXA4HeOYpYN6q9uo/PTWzHKBrO/HGbxxHz19emT85RTJWIXNQL2z7a/LUT65Pyax3fX+aikSwS7IyseLy8UmHt1kuTBGSzDJLQxTv2VragRN441sgwEQRDebcRvKkEQBEEQANasiT6rnCjgDLqZenqI+IdaSB2ZZerpoWrKvuxUaLtjIw6fSuqwHbTN/GqU8NZamm7oIjeyiOSUccd9yEvj5srzBcZ+3E/s4iYs3WTqF0MUJjLVc+p5jcknB5FdDjKDSYI9NYBFJVPGMqxqsB/cUEP8oibMpQZyrqiHyPZayvNFKot2UBrojjL34GFqdjdc8DuQzxuFV1ksM/XcMOG+OGrQibc5QGEiS3R7HfP7J9dMEdfzGoXJLK23bWD2hTGMirFmhsC5VJ/K5FOD+NtC+NvDuM7LmFD9ThquaUfLVojurKP2Q83IqoKkyhgFDSoGG35vN4vHEuTHM7jjXuKXNlOeL3DmwcM4gy78nWGwYPLnA9TsasBT78fSTZxhN6GNMVw1HhK/nqAwnSPUG6XushbKqSJDDx3DKGgEe6LUX93O8HePrbr+8kKRxCsTNN7QhazISIpcLSsA8DUFV37PqoJuWmSHUhQm7Hr++qvaUIOu1QsyEtRe1kJ+PEM5WUTP2s0Vp562JxYEe2tWBPtnlebyuJcWl3Iji9Rf3Yb8yviKUoKzaj/UgoWF5JAxyjqKy0FpocDA1w8t96YAkm9Mk+6fZ8Pv7MJR5191HEEQhHcbEfALgiAIggCAsk59Ptg70AAOr0p5Ls/Uk4MrnjcrBsPfO0bfH15MoCuKntfw1PoozeU5/ZU3sAyLzvu2Ii3F00ZZZ/q5EWr2NDL78hhNH+laEeyvOK8FtZfaiwxIUHtFK4rbQeent6LnK5iayfDDyzXhslOh5dZecq40vpYQsNRN3oJKsoi7zrfmvHpZlau7zmctHJwhtquRyV8MYpYNWm/rQ8+WcQRdTDx+Zt3vKzuQxN8RJn5JM762EJVUCV9rkPxSHb0r7qXushYcfieyQ8YoG5Rm88y/OoniVdnwO7vwnBdQOjwqDo+Kp/a8RnohN5ZpYRkm9de0Y1YMjIqBnikz/sQZ2j7Rh2VZpPvnQYLGj3RiGSaBrjDIEnq+wvSzwyycM1kgN5QisW+Stk9upP2OjQx++wiSIttN89Yxf2CK2stacIaWA30tX8Eo63YJhWVhWaA4FdSAXTLRdH0XZ752CICJx8/QdsdG5l4ZJ3N6ASx75735o93VyQ/z+ydXnHPu5XH8baG1L8i0yA6mqLmokYXXpph+dpiOu7cw/sQZKkvp/YrbQeMNXbhjXmaeH2X6F8O4oh77e9SNFcH+WUZBY+7XEzRe14EquvkLgvAuJwJ+QRAEQRAA8HeE6fz0VrAgN7bIwoFpjKI9viy8KU761DyxvU1MPzey9gEsWHhtEkfQRfLANJV0uTomrWZ3w9L/thcOjJJOdihFZEscTItSorDmIVtu3cDiicRyZ3tg4fVpwpviBDfU4Ix4GPj6ofOuw6I4laP2kmYsw6Lrge0obgXJITP3ygQtH9/A8PeOrazXlqD9zk2ogeVFD8s0Kc3k8Nb7q7vKIw8fx13no/W2PlS/s/r4+dSgi1KySPL1aTru3cLYT07Rcdcmu45flqi7vJWJJ85U0+IVr4PG67pw1XhYODDN8PeO0/OFnb8xM6B6+bKEJCto+Qpzr0ww88thOj+1lYZrOkjsmyA/mq6+Nn1inkCX3WvAGXSRn8isCPbPqiyWSB6cwd8RJtAZQVIkLMNCcTuIbKtDDTgpLxRJHZvD0k0s3cLUTArT2aWxi06w7Hs9//oUyUOzWLqJw++k8fpOAh0RCrN5Wm7pZerZYSqLJYYeOkrdlW0039ht187nKhgVw+7ev0bfBT2vsW63Q2D2pVH6fv8i/G0hEvsmmH15jJaP9aAGXFiW/VmMvMbJv9pfPX55vkDm9AJNH+22Gw+eSKw6bub0ArWXtYiAXxCEdz0R8AuCIAjCB5yp2TuZ4z8fIHtmKU2+O0rHPVuYeOIMlmlRs7uBwW8fZcOXd5N4ZXzdY5Xmi9RtjOGOeMgMJJEUmWBPlMJ0FodXRStUcPpdWBY0fLgdxatirtMUzxXzYunmimD/rMUTCcJbaymnS3R+agsgUZzNkTw8Q8vNvST2T3LyL+0gTlZl4h9qoesz2xj4+iGmfzFE571byA0vUpjJ4Yy4iV/chKvGi+xYHscmyTK+9hCWadnN75bq8EuzeYyCRmxPo90AcA2R7XXMLwXRkmQHvcPfO079VW0EN9TQ/zevVxdDwJ5sMP7YKTo/tZV0/zzFmRx6ofKmA/6zitM5Zp6zmwMqbgflqeyKYP+s7GCK8nwBX1OQhYPr79qnjs4R7K2h6cbupcZ8DsKb4yy8MU1+LI27zkfXfVtJ7JtAcTlI988z8cQZFI9Kx12bKM7lSZ+cX1EuoucqjP2on8bru8gO2p3zW27ptUsBHBLOkJvB7x6lPFfA2xSg7qq2dcc4yqqM4nbY60hrvCa8MU4lWcIVcdN6Wx+yIqN4VZwBO1AvzRcY+u6xNd87tfRzslbALzuVC60zCIIgvGuIgF8QBEEQPsD0gkZlscSpvz+wYsc7cyZJfjxD75d2UZzJMf74GTru3YKkynga/BiVNHWXt+JtDmJpJpIqkx1MIjsVFg5MkxlI4WsJgmUx8shx/B12l3ktr2HpJolXJzHKOsGeKJ33bEUvavZua0mvXkN4U5zk4dXj4M5aeH2K8JZahr53HEwLX2uIjnvs3fTC+HJ5gKmZzD4/iqxItN7Rx/hPTjPwjcP4O8KEN8eJbKlFDbiQ5NURXHRbHeVUkQ1f3k0lU6YwkWF+/yR6QUNyyES215E69xolaLi2w+7qrhnITsV+0LQnD2QGkmj5yopg/1yJfRPU7Gpg9sUxLH2dKHcdelFj5oXlqQiWZa05Tq96rv1ThPpi614LgGVaIEF+LE1mIEmwt4bxn5yqPl+cyZE6Okf7nZtwx72c+rsDYEFsTyNzL40Tv7SZyXV6Q8y+NErLLRsYefg4uZHl19Re3ooz5KY8X6TuilZUvxPF68Ao6KuOEd3ZQHYwReNHOqs1/Wc5I24aP9LJxBNnyJxeHvnnqffTed9WO0MhVVy3iaOlmxhlHVmVMTWTQHeEhms6kJ12jwJkGb2o4fC8tRGTgiAIbycR8AuCIAjCB1hhKsPiifk1x5EZJZ3UkVlqLmqk9ws7MTWTxP4Jaq9oo/ZDpl3zfHbUnGTvpjbeYI9r87WEquPymm/uAUnCrBgkD87Y9dlLEokCyUMzdN+/nfY7NzHy/RPVoF9W7QZq6zEqBpVUsdo4sDCZQUuXVwT755p9aZyeL+5k4x9djKWZyKqMw+9cN2ArpYpYmoGWq5CdTZE6PIviUWm/cxOyRyX5xjSuiJuu+7dRmMoiKTLeBj/Jw7N46vxkhxdpvqmbxKsT1WO6oh5Kc6v7B5xVnMsT3hJHcTtQvG/tzzQ9r60oMSjN5jEvFMzrJpZpEd1Rz/z+1Sn9AKG+GGbZIDuUIran0d4NP59pMfnkAM039WAt9VHwtQRJHZmlvLB2qQbYWQ2yIq96PDeySPySJuouayF1IkHtJU1037+dwe8cXfH5Qn01BLoiDD98nNjuBvr+8CLmX51Ez2v4WkP4O0JMPzu8ItgHe5Fi8JuH6Xpg+5o/9+dS3A4sC+qubMPXHGTk+yfsRpCS3Syy6foujJK+qsmiIAjCu4UI+AVBEAThA6qSKVOYzK7YXT1f+kyS2itacXhUpp4Zwt8SxixpzLwwtjKwtuw0e8khEd4UJ7w5TmhTjMSvJ5h5YQyjqNH68b4Vwf5ZRkFnbt8Ejdd1suH3dlOaL6BnK/jaw1iWxcwaDfYAgl3RFdfu8Dkpnzej/lxmxUB2yHjivnVfc1YpWcQs6cy9Mk52eBGH20FsbzOyKnPmwSN037eV8MYYoz/uZ/bFMbv8wLSYmi8Q3VGPqRl03LPFnu2umyBJyE6Z8LZaezTceUHoWa6oG0+Dn5bbNtg7zBUd5U2MfzOXXuttDVKcyQH2aLrwxti63190Rx0Oj4o75iPYEyVzZuU1KW4H8b1NdsO/gSThzfF1swG0dHlVhoRR0nFcoBEkEmtmVTi8DlxRD1q2THRrnV0nL0v0fmEnel6jtFDAGXCRG08z8oid3WEv3DhwRtyYmkny0AzumJfU8dXp+AClRAG9oKEXNZxhd3Waw7lkVcYZctP56a1IksTANw4tP2lBpn+B0kyervu3oeUrqBf6rIIgCO+Q1cuqgiAIgiB8IFiagZat4PCun5Ls8DqQHXZK89lacEmR191FTx2dw13rwzJM9LzG3EvjVJJFfK0hMgNrB7kAi0fnKExkmH1xDF9jkPjeZrx1fmK7G3H4Vl+fGnDibwutCPiNonbhmndZWjV2by1GWUfLlDn1dwdYODBNJVmkMJVl4menSffP0/jhDmZfGic7kqb5ph4aP9KFGnThqfXR+emtRLbV4Y77mPjpKQYfPIIz5MYV9eBwq4w8coJQbw2sEegCxPc2M/7YacyiTilRIH16AVO/8C40gJYtgWER29WApNqfMTuUwt8WRg2tbiznqvEQ6IxQmMmheBTaPrmJtjs24mnw44y4iV3cSPfnd4AiMfbj/moWxQWd85EKExk8DX4kh4ziWXvBIrQhRmZw9c9E/NIWZFXB0xjA3xpCDbhQXAoOnxN3vY9QXwyjpFOczhHd2UDv7+xCUiRO/D/78TYFWTyRoDiTwzLNC163ni1TnMvTfFN3dQrFuVo+voGpZ4YwyzqTTw6seYzKYonSfMEejSgIgvAuJHb4BUEQBOEDSlJkMqcXqLuyjexgas3X1F3RhuJyYBkmrlov5VTBDsDcDmo/1IK3OYClW0iKROr4HMmDM1SSJUYf7afjns3LB7KsCzc5kyUs02Lh9Wnyo2l6vrALZ8iFK+qh54u7mH1+hMXjCZAkwltriV/ctGoevKmZWIaJGnKhpVfXZUc2x0kdm6NmdyPO4Prd1fWCxsxzw9UmfedKn5xfqrEfJba7gaHvHMVT78ffGSaypZbkoVmC3RH0QoWuB3Yw/9ok5lLpwdkd9MSrk7Td3sfEz85UyxckRaL+qnZKc3mK0znGHj1Fy8c34K71omUrF0wZN8o66ZPzjP/0DL7WEJ33bGH6uWEKk1lGH+2n/a7NZE4vkDw0gyRJhLfUEuyKcPofDhLeFKfuilbcMS+xPY2E+mowNRPJYY/gm3pqsNrQTnE5kBzymrv8zrB7xW79/OtTtN+5ialnh2m/YxPD3z++In3eXeej/uq26ki+s2r2NNgp908N4oy42fC7uzGzZXLDizi8KpIs4Qg4CfRGCW+tpZTIc+pvD1Tv1dRTg3Tdt5WFQ7NIDrk6WWAtathDfI+PiZ+foev+7Swem6M4k8MZ9RDb3YBRNkifnKfh2o5q1sRasoMpfK3rjAYUBEF4h4mAXxAEQRA+oNSAk8i2OvS8Rs2uhlUz1uOXNOGu9VJJ2+nOdZe1cuYbB+m8Zysd925h5pcjTC91hJcUiZrdjbTd1geS3Ym9PF/EGXFTSZXQshVqL2+tdq4/X2RLbTXdv5QoUJzJ4lzamU68PAaSRNsdG3HX+TE1A0sz10zDnnrWHkc39NDRFUG/vyNMbG8TA9+wx7vVX9VmN15bg2VYF8xGyA0v4u+IYCwFmcWZHMWZHNFtdVimyfyBaWRVoZIuUXd5K64aDy239lJKFEjsm8QsGzh8Tjb8/h60dBk9V0F2KSy8McPisbnqeWZ+OULrbX0rGhmupZIuM/7TM4DdXG/ssVPE9zZRf3W73QtAlQn31VTH5GVOLzD38hhYML9/kmBvFMkhUZjMkjw4g+JRiV/cSHhj3A74lyT2T9J0QxcTj59ZeQGyRNONXagBF8ENUTKnkuh5jamnh2i+uYfcRJrOe7fYI/YKOu5aH5V0iexwis5PbyU/nsasmPjbQ+RG0tVzGkU706KSLpMfz7BwcBpLM3H4VOqubCO8Jc7Yj/tXLMwUprIMPHiEjnu2IDsVanY1rPkz520KoC2WcNf6aLm1126SCIQ2x/HU+qhkyoz+qL/6esWrrruL7wy5RMd+QRDetUTALwiCIAjvEC1XxjLB4VXfVKr5W2EZJlq+ApZd277W8SVFJr63ifGfnsYV9dB1/zZyI2m7Ad/mOLJDZuaXI6SOJQCL6LZ6uj69DcuCicfPrGg+ZxkW8/snUVytuJY2VGdfHKXl1l70vIZZNqikSqu72mPPrI/uqGfwwcPVxxb75wltiAH29c88P0ry4AwAdVe0Et1VT+P1qzuzu+NetEyZphvtGfNaroIadGEZJuOPn6HrM1txeJzkJ7PVNPHzywAkWbJn6VnrzYKTCPfVrJwgINnfZ2RzLenTC+i5CtHtdUiyRH4iQ2xPo10r3x3FMi0UlwMtWyZ5cJrZF8bW3IXWMnanf0mRKC0UyA0touUqBDrDuKIe1KXRcuf3RdDS5eXvRZbY/D9fyvij/aua1529bofHwcA3DlM6p9Z/4fUpai9rYcPv7mHgm4cwCjqZUwu4ajz0fmkXc78ep5ws4anzEd1ex9wrExSmsvR+cRf6VRVK8wVUn5P8RIbCZBZLM/E0BvDU+9BLBs6wXebgqvGQHUqiZSt2w8bi8uJGdFc9lWyF+demVoxm1PMakz8fAAvUsBvG7PISNeDE0xjA1EymfzFI7eWtBDojdubIwZlqen+gM0LdVW3VDJG+P7iIlpt7Kc3lWTyRYPLJwRU/28XZPPGLG5n51fIEhHN/FoI9UaR/4n+/giAI/1REwC8IgiAIbyMtX0HPVjAqBrIqU5zLU5zOEruoCVfEs2YTs7eqslgisX+ShdensEyLyNZa6q5owxVdnRauBly0fqIPLVehOJsj0BWxp8hVDIa+s3KXPLFvgvTpedrv3Lxup/nEq5O03bERgPJCEaOokzo8a6ezS9D80W5CvXawbJR1gt1RvM1Bxn7cvyLoVf3LKffRHfXMPL8cbM2+OEZmIEnTDd10f34HuZFFLM3E1xqivDRXPXZxI556P7MvjNJ+52amfjFE6y29jP24n1LC7hzvDLtpurHLDkTPaeTn8Kl2+v/R5d32cwV7oiCxogyi4doO8uNpxh87XX0sdXQONeSi/Y6NaJkyrogHWVWqz0uqjDPiWTflXFJlZLeD0my+OnrwLG9LkK5Pb8UZcl84A8C0wLTQc2vvTgd7a0idmF8R7J819/I40R31bPoXe+3FI+z58+OPncIZdhPqjVJOlhj89tFqmn8pkQcJJp8cwCgZYFpIDpnotjoW9k+S7l8O3OOXtVC7twlXxIusKrTdsREtXWbyyQEUr0rtJc3oBW1FsH+u6V8O03XfNjKnFmj5WC9gd/hX3A4C3VEcXpX82CKxixuJX9JMJVVCUmXyY2mGHjpaLTGY+dUIrR/fgDPqwdPgZ37/5PL33BzEHfPgbQxQmM6tuBbJIdN62wYUj4rqFQ37BEF4dxIBvyAIgiC8TUqJPCM/OEl+zG5+p7gd1F/dTmRLLUPfO0bnXVtwx73/qHNU0iVOf/Ug5fnlcWiJfZOkjs7R9/sXrRn0O7wqsiqT2DfOwoEZPA1+Al2RNevgsaA4vX49s1kxkJbymx3+pRTys93fLZh4YgA14KTuqjbUoIu5l8eXR/udI7I5Xv3fathFyy29jP90OZguTudAgrGfnEJxOZAVicSrdr284nZQe0kz5WQRxamweDxB8809nP7KG9WxcWAvjAw/fJzuB7ajqArOsLv6XO3lrWSHF9Fzy2PgAOIfasYZdXP6K29UH3PFvES21HLif7y66nNo6TJzv56g6aaeVc853Cr+9jCyU1mzX0BsTyOK2959P7/5XGHcbnDYdGMXga7Imt8h2AErDgl/V4TCVHbV8+FNcaaeHlzjnbb516eov6bN/hlxKmjpEtmBtfs9gH3/TdPCKCwvQsT3NpF8Y2ZFsB/sieKt93Pif7y6YsHD1xqk67PbcXhUxn56ivDG2vXPVTaQnQodd9sLOuf+XM69PE7TTd3U7KwndTxBdiC1olziXIsnEjR+pBNnyE14UxxfcxCjqCMpEqZhcuZrhwj21lB/dRu1lzRTmM7hDLlw1/mQVQW9oGGGzTVHDAqCILzTxG8mQRAEQXgbVNIlTv/DwWqwD/bYssknB8iPZ2i5uYepZ4dWzZ2vLJZIHZ9j4ucDzL8+RWmhQCVdYrF/noVDM5QXCivekx1MrQj2z9LzGolXJzCNtceqGWWD7OAiZsXA3xpaNaKtepyChsO/fld/SZGq3doDHWHSa+zOatkKE4+fscsMzk+bl6Dl1l4cgeUdU4dbJbqrgU3/6hKabuyi7uo2er+8G0+jn94v7CLQEaaUKGBZdjZD56e2MPTdY0w9PUTLrRvwtYdYPDa3ItivsuzadO2cwF4vaKRPJuj+zDYaPtyBvyNMaFOMzk9vRQ24GPr2Ubrv307TjV30fHEnvV/eTW54sdrc7nzpUwvVz2mUDfSChnX2PljQfucmFPfyHowadNF2x0Zie5uQgNpLm1c8f9b8/kn0nIYz5CbQE119Ylmi8fpOHG4HkV11yC5l9UuWJjCsxyjZ0wIKk1kKk1kkh7zmcQC7PMCn4jyvRCLQFWHx5MrxeLUfamH0x/0oXpXI9joi2+tw+J3kJ7IoLgeFqSz5kfQFJ0gg2YtmmcHUmotQk08MUFksI0kXns4gqwpni/AlScIZcuOp9+OMeJh+bgQ9WyF5YJqJx89gVHRCG2N2U8MD02ROLyArMpXMGotjgiAI7wJih18QBEEQ3gaFqSzaOkHB7ItjtN3eh+xW0HIV9Lxmdxc3Lfr/9nX0bAWH30nLx3rIDqbIj9uBUKAzwuQzQwQ6I0S22vXi5zfeO1fq6By1l7Wu2aFeVmWcETeluTyWYa1IPT+XWTaQZGndTvjR7fUsnlh79vkKFow/dorO+7ZRXiiSH0ujuB0Eu6M4I+5VM80dbgcOtwPPVb4Vj5eTRSRFYsPv7qYwlSU7tMjAt45Ug/szXzvEpn+5l8RL4+teSnE6V91hN8o62eFFAp0RTn/tIJ56P97GAGbFYPTHJ6s713pew9ceRvWrqD511ULNys9qIVmQPrPA3Itj6EWdYG+Uml0NLJ5MsHh0jva7NoFlLwg4I24mHj9D4YcnQbJ3wzvu3cL4T09Rni9WD2tqJpZp4Yy4ab21l+ThWRYOTCM7Feqvbscd96KoCpZhMbk4xYYv72b8Z6fJDS0CdiNDf0eYllt7KU7lWDyRWNUIMbK1lsJ4hrmXx9ELGrWXNdNwbSeTT5zXuA+o2dVAun8eh99JsCdaXTSydHPFYoi7zkdhNk/LLb3Iqky6fwFpqdxDdirkxzN2Iz/NxLIsHH7nqkwLgEB3FEmVKSXyuGo8lBeKq16zeHyOYF8Mxe0geWhmzdsTu7hx7XGOlrVisoCkKrhrvAx849CKn31JkWi/ewuSIuO6wPQHQRCEd4II+AVBEAThbXDuzv75KqkSilvFW+vn9N+/gZYp4/CpxC9ppvG6TsYfP037nZsYf+zUiqBm9sUxmm/qIXsmia85iDvmRXbagbqkynbg7pBpuLaDQEcYFAnLMjGN1enHissuL8icWmDxZIL6q9rIDa2dum2UdNo/uYmxR/tXXE9oY4zay1uYeX6U0KYYwd4a1JCL1JHZNY8T3lKHM+pBcTnwNPhRVBnFo6K43tyfJ1quzOC3j+CO+5h7eXzNbuyWbpIdTOGMuGFk7eM4w+7qrHgtV2H8sVP0fmEnZtkgP5omP7r63hWnsyRem6Lu8lZCfTLexsC619n00W5mXxln/tXl2vDCRIbEvgl6v7iLuZfH0dJl5g/O0PSRTs78wxvLae4WZE4nKUxmaf/kJga+udzY0F3nQ3YqSJKEq8ZL7OImIltr0fMa44+dro6SC/REqL++A1etl677ttmN8SQJyzRJHpxh8UQCxeWg4doOzIrB+ONnwLTwNgWQJGlFY8TkwVlqr2il/a5NTD0zTCVZxBFwUn9lG7IqM/aTU0iKTMfdm1EDLpKHZ+yGdhLL4/3cDnzNAWaeGyF7zs9Y6ugcgd4a6i5vqV77zC9HaLu9j5FHTqzoVeCKe2n5WC+FiQzumJdQTw2uqIepZ4cpnlO6oOc1ygtFZFUmurO+2vjx3O8wtqcRLItKuoJeqNiLP5LdR6Lx+k5qdjeg+p1YWEz8fGDVQpdlWIx+/zh9f3gxiIBfEIR3GRHwC4IgCMLbwB33rfucspS2XFks4WsNkT6ZQM9rTD87TM2uBro/sw2jbFKzu5Hk4ZnlBmsWTDxxhu4HtpN4dZLWWzfQcF0HDR9ut2epOxUcLnvHNHlsjsypBQJdEeIXNyG5ZNzhlf0CPHU+mj/WU+2AHtxQQ+b0gl1v3Riw09Fzduf/kR+coP7qdnt0niThiriRVYX0wAK+5gDOiAdvQwDJIRPsi5Hpn19xLjXkovZDzageFdVzgbTtC9CyFYrTOWp21jN/YP3MhoWD0zRd37Uq2Dsrfmkzincp4M9UMMsGRtm48Az3oAsjrzHx+Bn8bSFM3SS0MUb65MrPKaky/vYwk08MrHhcdik4PCrTvxyxRxla4Kn1knh1cs1z6nmN/EQGX2uQ/FJX+paP9VZ3piVJwhlwUchXOP0PB1fU/GfPpChO5djw+3twR704PCql+QKn/u7Aip3z7FCKyLZamm/qxijphDfXcur/fR2wswzilzSj5SqYmoEr6qX7s9spzeTQizqK14GlWTh89m788Pfsxokbfm8PWHavgMXjS5kflkUlVVoR7Fev4fQCkS1xIpvjzL86SWkuz9TTQ7TdvhG9qKGly3ibA7jjPga+dYTyOc0jZZdCx12bmXxquct+sLeGcrpEqDGKK+ohsrWW1JFZzIpJZFst3uagXUownUNbLDH+s9PVgF52KTRd34WhG9Wmi+c2ajyXqZmU5wt4atf/dy4IgvBOEAG/IAiCILwN/O1hZHXteum6y1rIDCyQG13EHffR9Zltdkf8/gUWDk5Ts7uBsUdP4PCpxHY3ILscjP3klB3UWVCYtHc0tVwZs2SQeHUSyaVQd2kzM78ctUsA/E7qLm9Fy1YYeugY7XdtoiKVcIaWG9U5PCrxi5oIb4xTTORpvKGT5hu7mX9jmszpJIpXJb63iXKyiJYpM/3cMO13bMQ0LDx1fgBqL27Gsqxq4z6A9tv7yI2lmXt5HFMziGyrI7KlFtmlYGrGuuUDlmHatfUWKB7Hqp1/Pa9V/9sZdK3ZaR7spoSlRJ7mj/Uy+eRAtaM8skT9Fa0Up3J4G+wdetlpZz4sHJwmsr2O5BurFwkcfidIUnXHubxQxFPnpfmmbnwtQRKvTqLnNYI9UeqvaV8xNk8NuWi6vgtJliinSriiblwxL+X5Ip76ALMvrDH6bUluLI2nPoBRMmj5WA+uqIfCVBbZqeDwqSDB9C+GVjX4O/sdLR6fJ35xo/2654bXTJNPHZkjvrcZySmTOjyDWTYIb6kl2BNl6LvHlr87ILa3idhFjcw82k9kax3Z4RTNH+3GGXUjOx1gWWQHU8y+PEbHnZuxTIv0yXn87WHmX5tcde6zkgdniF/aTPzSZhK/nqA4k2PooaM4Ak58zUEi22sZ+u7RFcE+2OUmY4/203h9F6M/PImnwY+rxoOsyvT/7etIskR4SxxfW8j+mYm4cXhVtHQZo6Ax/PDxFZ/PLBuM//Q03Z/dzsRTgzRe07HuNQMXnpYgCILwDhEBvyAIgiC8DZwhFz2f38nAtw6v6GAe2VGHM+xm5PsnAMiPZVg4OEP7JzeiZSoUprJU0iWMko6eqzDxxADhzXEarmmvdmY3yjrhzXFyw2mGHz6GGnTR/slN9P/N68sBTKJAbniR2N4mAt0RChNZ3PU+1IBrxShA2anginpwhJyUE/Yu8LmBTHYgSeyiRvr+4CJKc3nS/fM0fLgDvaih5zX0fAXZqaD6ndU58WrARWRzLcGuKKZuYFQMZn41Qn48g6vGQ/2VbXa9uXt5p7+SLjH/2hSJVycxyjqhniiN13fhjnmRlsoRzu5uzx+Ypv3OTes2GozuqGfs0X78bSE2/M4uSokCpm7iDLpIHpkleXAGX6tdEuEMuezZ8IMpej63Ay1bIXvOcdWQi7bb+hj/2fLEgLN15lPPjlAYz9BySy/OsJvyfJHSXJ5gTw3lZJHsmSRtt29k7Mf9K2rlnRE33fdvpzSfx+FT1+31oAacNFzTjmVZLB6dY+DBI9X7G+iO0HxzL7k1yg+q924wSaivBkmW1h05CJA6Noe3JYjD5wRZIranwS4lOLuOIEsEOiOYZYPyQoH2uzZjFDRyY4s4vCrJg7MkD81gagaBzgidd2+hkitTs6uexus6MXVz3XsFYGoGlm4iqwqdn95Kun8eo2wQ2hjD2+DHKBkUp9aeFKFlKyhelborWwn21lCazTP7yjgN17TjqvGg5TQWDkxTmMiweCxBzxd2UpjJkR9ZXBHsn2v6lyOEN8QwyjqOgBM9u3qhBLhgWYcgCMI7RQT8giAIgvA2kBQZX2uIvj+4mEqqiJ7XcMe9pI7NMfLDkytfbFpMPDFA80e7Gfn+CWSnstzVHVg8nqBmVwOSQ8bSTXwtIZxhN6ceeh0siF/cxORTA2sGMPOvTtL92e3Mvz6FtymAXtDWbFhmlAwmnxpcc9dy/rUpavY04qkP4O+MYFkw8ZNTJI/MVoNCd62Pznu3ILsdqAEnsiKjuB0URnKkjsziaQjgDLtJHpql/29ep/X2PqI76lFUhUqmzOC3jlQzFwAWT8yTPp1k4x9eVM0mcPid1RR3LVOm4doOpp8bXg5MJai/up3CRAajqJPuXyC6vZ7JpwcxNWPFwovscjDz0hhm2aD9k5uQHBKDDx0luq2Opo90UpzJobjt5nzjPz293LtAAk+9HYTO758kuq2OSqrE8HePLafmyxJ1l7fQftcmxn92ZlVjvEqqxPD3T9DysR4kWWbinMWEc9Ve2oIj4GTmlyOrxvBlB1LkRhbtBnd5DV9rkNpLW+z6eQALSskC6RMJQhvjaxx9mWVZWIZFcEMNjbpJZjBJZEst0e31yG67FCF5ZJZSIk8pUcBT62fy6UGab+5l5OHj1XR6sKdGaPkKHXdvQZLsbIj8ZIZgb8264x1DfXE8jX4cXpXcaBp/ZwR3rZfsQJKFqSzhTRe+flmR8HWEwbRwRj3UXtLM7ItjFGdzqEEX8Uuaie1uYOyxU+j5CkZJo5RYPdnirNJcnpqdDczvn6Thmg7GHzu16jXhrbWowTUa/wmCILzDRMAvCIIgCG8TSZZwRz24ox4A8uNpZp4bWfO1em5ppzzospusnZelnR/P4K71obgUnFEPel6rBufuWh+FXwytcVRbYSqLq8ZTvaazTM2wG/05FcyiRmaNkXpnLR6bA1UmtquBuVcmSB5e2ZivNJdn4MHDNH6kE72oE91eh6WbmBWDSqpIun+eyLY6mj/Wg6WbDD9ynGBXFCXqoTSTWxHsn2XpJpNPDdJx12YUtwPV76Tj3q2M/ugkoz88ScvHN7Dxj/aSH09jaSauGg/Jw7PV2n1nxI1pmKuarileFUmCycftzvPTz9gNCOuvaGP0hydZPJGg6SOdDD50bNVov4Zr2nEGXVTSZSTsWvXBbx1ZeeGmxewLY/jbw/a9XENxKoskS/iaA3ad+Xk78E03dtk71Jkysy+OrXmMxL4J6i5vJX1yntDGGGM/PVVd1JCdCi239KJlSiBZhDfG1t3lj26tI7F/grkXRvE0Bqi7rIXCdJbksVkiW2o587VD1bKB9Il5Zl8co+sz2ygn8iuCfYCaPQ0EOiIMP3SUUqKA7FSI7qyn7rIWkodmVt0LZ9hNoDNM4pVJFt6YxtvgJzOQpDiVrS6g1OxuWLc8BsnurzD6o5M0fLiDSibP6A+WF9S0dJmppwap2dVA/NJmTN3EFfZU/z2sxVXjBUUiP57B2xSk7ZMbmX1hjNJc3s4muLyF2J5GHF4R8AuC8O4jAn5BEARBeAcYmoG5TkO4KglaP7GBiZ8PrHpKVmViexrwNgYYfPAw7XduevMnlySCPTFM3cDhVdHzFYpzeWZfHsfIa4Q2xghvjP3Gw+QGUkQ315LYv3Y9diVVQlJkpp4exBX1oKgKA988TM3OelpubiJ5eIapoRTeBj89n92Jlq/ginpIXiDdPHN6AaOkV+fSu8JuOu/dgp6rYJQNZIdMaEMNc7+eqHabB/A0Bmi/cxMjjxxfcTxZlen81BamztsxT5+cx98WxtPgpziVY/7ADN33b2f2lXGKk1mcUTfNN3Yjux3251RlYnubLpgqP/vCGNEddcy+sHbArmUqJI/P0nR9J3VXtJJZahDnbfBTmi9UF0zOjhA8X2k2jyvupTbawul/eGPFIpFZMRj94Um6P7cDU7eI7W0iO5Sq9kE4K7QphuxUSB22P0cpUSB1dI72OzfRcHU7/X/z+qoeAWbZYPFEAr2w8ljuOh/+tnC1XOXsdcy/OomWLdN9/3YS+yftZn4SRDbHCfXF0HMVkodnsHST/Hhm1efMjaZpuLaDyScHVz0Xu7gJLVsmfnETlm4y8cTqfztg92jofmB7deEouKGGxL6JNRsm1l7ajBpy4Yp5SeybwBXzEruoEVfUgyvmxR3zIDvW7kMhCILwThMBvyAIgiC8zbR8hYXXp3AtjdFbK4BTvA5cNV5GHjlO+fx0Y8nuPj755ADjPz0Nlt0lXHE7MEo6xZkcvrbQmuPkkCDQEUZ2OnD4VPSCxvSvRpg7Z059bmQRo6jZXfr7197l97eHmfv1BHq+sqJ0QFIk3HEflmFSShQwyjrOkBtTM5j8+QDBniieej+D317eBS+MZ1g4ME33Z3fYn92z/p8nslOxR7ydw+FRcZzX6b/h6nbiexrRCxqyU0HxqmjZCg3XdqDnKhRn8zgjbkIbajBKOrV7mwl2R5nfP0klZafcL7wxTXRnPcXpHMXpLMkjM8R21eO8rgPZIaOly5QXS2QHUpTmC7R8rIeJx1fPpz+rki4R8q2zkCJLSA6JTP8C4Q0xtFwFxa2Q2DfJ1NN5sMAVceOO+y44PcDSTTvbYp21pLlf2/XsmNB+12YyZxbIDqRQ3A6iO+rw1PuZeua8QNq0mH5umJabe9ZdbCjPF3HHVu6Sxy9uYuZXI2u+Pn1inpod9ehFjYZrO+weDl6VM//wBq239q29e7+kMJWl4cPtyKrCzAujaOmlMZZ7m3HX2n0pBr5+mM5PbcU4bxFi+Yuym+wtHJiiZmcD7piXjrs3M/aTU9VFEMkhU39VG6W5PBNPnKHpo912WcpUFkmR8NT5cEU91Z4SgiAI70Yi4BcEQRCEt1l2KMXkk4MEe6I0Xt/JxM/OCxIlaP5oD0ZZR1ujQVjTDV0kfj1BdjCFu85Hzc4GLMOk64HtDD10lMSrk7TfsZGh7x3DLK8M0Bqu7UD2OFD9KqrXRWE6tyLYPyuxb5Ku+7eRH0mvquOP7qgnP5nB0k0kRbbTqw2Txms78dT77c7xDhlPgx/ZrVD7oWacITeluTxNN3Qx9N1jq85nGRajP+6n78u7qdlZz9w5aeuK20HNrgb8HWFUv3O5Lh07aNOLGmbFxNQMFJeCw+/E4VGRHDLOiBtJXm7yp/pUjJKOvyOMJEnMvDhG8qC9m+xp8NN0Yzepo3MsHptDL2g4fCo9n9+B4rGb6ckuBcXpYOaFUVKHZ7FMi/CmGC0f6yF5bA5fa4jc8OKa993bFEB2r70THNvdgOJ2EN5SS2k2z8zzozTd2IXDq4Jlp7rnp3K46/3U7G5gfv/UqmOoQbsB4/lp9ecqJwooLgcLhyeI72nCHfPajRCdCt56P/OvTy2NrKvj/8/efwbHcp9n3vCvw/TkiJkBMMgZODkyB1EUJVIkJUaRIqlgBdvr1XrDU7afL1u1X7aeqrf2rXdr1/bKtrwKVCKVSYkiRYqSSIr5HJ4ckDNmBpNz6u73Q+PMwRwAlPdZryVR/ftEzvR0HODg+t/3fV3VVJnyWh7/3jCekTZkl4JvT5jMufUtVf78bJrOW/uJv7p8+Xzc1steB9tQWi1QXS+RORVHtIgMPLKX3rvHKC5l8YwEdhwp8e8JU8/XUAJ2hh7di1pTqWUqJI+tsfbiHJ0fGMDZ520ZV9mOS4tqjVIdyWHB0etl7E8PU1kvoas6tpCDWq5K+lSMwKFOI1pTALuqs/7mCr6JkCn2TUxMfucxBb+JiYmJicn/QerF2obo1qlvzOWvvWC0j+emUig+mxHD9+YK1WQZW8hB8EiE9OmYkdF+3ziV9RL52TSy00JgXzuK307y2Cm67xoFdBJvrlLLVnBE3Aw+vIfiSo71Y6uM/NEBMucTFGbTyG6F0FVdlGMFln88xfAn9gGQPb++7XmrlQYrP5th7M+OkHhjhfxMGtlhIXCgA7XaYPkZY5FCcloY+uR+BFGgnq9tVJ81Vl9aQLLJdL6vH/dwgMp6EVGRUCuNHd3Qa6kyjVIdxWczDPh+Poc15KDn7lGqyTKCLFLP19AaGqrfiiCKVGJFMucTJI+tNqventEA3XeMsPaLORAEOm7qRbRZECUB2amgeG0UV3IsfPc85ehl47jyWoG5b59h8ON7KS5lcfZ5cXZ7yJ5PsPaLefSGxtAn9jH5peMts+fpU3FyUylGP38Ira6x/urS1gq1KNB+Qy/VTIXQNd0kj62i1TVERSJ4NELgYAdTX36HgYf2sP66IZpjLy/Sc9cowSMRtLpGbjrF2gtztB3uxNnrZeF755uVfMVvo/eecZInY9hCju27OwBryEF+Po1/V5gLX3wbd78Pa8BBvVBj7flZhj6xj8zZdcqxIoED7XjunyD68gKLT11EEAR8e8IMf2o/C98/33IPJJsMOrTf3EfsV5eiBXUku4zsVFA3Uhw2IzvkZseAVtfQ6xqNcp38fJquDw6Tn01v8Uxw9HhQfFZiLy+RPmUsuHjHg4SuijT3nz4ZI3Cwk3K8iKPLva0fhLPfi9LmRLTIZM4nKK/msXithK7uJn0qRupkjMFH91JczuLbFSJxbJXJfziO3tCwhhz0fmQMyWHZsl8TExOT3zVMwW9iYmJiYvJ/gFq+SiNfI/ryAvmpFKLFEHb+fe3U8peFUuKtVdJn4gw8sodaukJpOc/ck2eblfmF751n7M+O4hrwUc/XaFQa6MkyA4/uJf7yIslja819FeYyTH7pOIOP7sXe4STx1iqNch1Xv49GucHcE2dRyw267hhuVsk3u/9fSWBvO3NPnqXvI2NITgtqsc7qz2ebQq/tSAeoOgvfP99sgwfw7g4x/mdHKcyljVZ7XaeaqeDq96Lrv8G3AKNFP3x9D75dIbSGhlZrNBcLGvkqiZ+vEbl1gOJSDq1uuONvJjeZYr50juDhCIrPRuLtNdJn4uiqTmB/O+039Rpt/dFtXOJ1iL40T+iabny7Q1TiRVY3DBAd3R5Ka4UtRnMAarnB+usrBK+KMPL5Qyx87zyVmFFpV/w2eu4eJXF8jeRbq/j3hOl7YBeCALoO6VMxyqt5REli5munGHpsL9VkmfB1PViDDur5KtCglq1QWsqReidK8GiEXf/uairrJWSnQqNQNdz9Bei7fxfJ49EtVXiA4JEIgiAw+83T6DXj2bv6vAiSSOBAO9kLCZAEMmfjBI9GmPzS8Rahnnx7ldxUkt6PjLWYE/bcNULs9WUsNgsjnztoLFB5rAx8bDeltQIWj4It5ECrqahlYwFM9lipbpqxFySB7MUkjg43az+fY/gT+1l/c5ncZMoYOTjYQfBIhOmvnqCauNw5kDkTJz+TYvDje5j6ykl0TUcQIfbrJfrvn2D+O+ea1+Df107bIWOUoJGtMP2Vky1jCslja/TcNUqj3CB5bI3QNd1Mf/lEyz2srpeYefwUE//mKLLN/FPaxMTkdxvzt5SJiYmJick/M7VclWqyxPRXT25qqa+z+vwsmXPr9N07ztw3L7e1q+UGM187Rf99E8ZcsN+OVjdyx4NXdRF7eYHE65dFrexSGPnMgRax30SHpacnGXxsL75dIaK/WiB2blN7vF3GvyeMIBjtzt5dIda2SwoQBaxBB+XlPHNPnqPn7lGyFxJY3Aq2oAPvRBDvWJCLf39sSy559uz6Ruu8SvpUDNlpYeCh3XiG/dQz1R1n0C1eK5LD+NNEtluQrDLF1RxaVWX910uUYwUUv53wdT2INhlnr5e5J85u2Q9AaTmP4yNuavka7kE/zh4P8deX8QwHSL69RqO4fZb6pc/237/LcNffNFrg7PGQn9k5Pz4/k8LZ68E9EqDvvnHUqopWVWkU6wiSSHKjDT99Or7F3M/itWINGC789VyVyG3GqMelCD/ZpdD1wSFyPhvp03ESb63iHg4gWiVEi0RxKU/7zX2o5QapE1H6H5hg+ZlpGgXjOiWbTOSDQ2QvJvDvbUctGQs/arXB4o8uGmMbooB/d4jO9w9QWs6Rm0xuqcqD4XRfjhZwDflANar6ilfBkXHh6HCROZ8geLiT+e+dp7ypui7ZZfof2MXai3NUU2U6bu6j8/1GlKIt7KSaKiMqEqGru6hlqtRLNRxdHrxjQbSGRmktT/ZCokXsX0ItN8hcSBC+vhtBFA1DwnyNpR9P0nvvOLVUGcEiga6z9ot5gke7WHp6cqsngQ7LP51m8ON7KC7ntsQfXkKrqaTPrhO62mqKfhMTk99pzN9QJiYmJiYm/8zUUiXWX1veMj8PUFrJIwgCFq+1pVKs1zVWnp1m9E8O4xlvA1WnFCsYiwRXiENBYMc5cTAEWT1dZe47Zxn42G5iLy9QXMzhGvDR+9ExFL+tua3is+Hf3076ilg9i8eKWjVm96uJEuuvLxO+vgf3gA99I9+8sl7cIvYvkXwnysCDu0ifitEo1pn95hlG//gQolUm8qEhVq50TxcF49w8xrlpqkYtW0Ut1GmUGkRuGyR9Ok7y+BrxV5cIXt2F1WvdcTwAMATbi/M0CjVkl0LfvePkFzIUZtN4Rtp2/JyoSAgWEV3TqaYui0utriFZd3ZjFxXJeKYaNIp11n4xT2nDZb7/wV1NU8XtUDw28tNpY6El5GTqS8dbFkUahRoLPzjP0GP7yE4m0aoq2fPrBK/popYqEXtpAfdwgNDVXSheG6JNYvjT+2kUakg2GdEmG50EsSKe4QaesTbUaqM1FlLTSZ+OU8tVidw6wNKV3hKbyF5M0nXHEFpN27hPRnfK6rMz9D+8m7UX51rEPhiifP575+n9yBhz3z7D6vOz9Nw9imvQR8fN/STeXKH9pl6mv3aSRmHrQkPo2m7DP2Cnc7qQZPDjuxGsMitPGceuJsrMfv00jm43/Q/sopos4+r1YvXbKK9t0+GBYXzYKNawhRzEX93qb3GJ0mIO9UDDFPwmJia/05i/oUxMTExMTP4ZUasq9WKd7OTOGfbp0zG6PzzM/HfPo9c1HN1uOt8/gK7pZM7EsUfcWP02REk0IsuuQFN1RMu7m4UJooBe15j/zjnGv3AUQRSQHVvd7EVFIvKBQTpvHTAy3n+9iOK14d8VQt9oCW87EsHe7mT6yyeaItQadhK6KrLj8fW6BptM09RKg8p6ieVnpghd18PQJ/ex/voytXQF+4YRncVt5JirdZX8dIq5b5+9XIEVBcLXdhO5bZD4q0vINtkw4xOFbVvXASwua1NgNwo1Zr95mqFP7CP+6yUiHxg03P63+WjwqgixVxaNWL6Qk/zGokb2QmKj02H7Zxu6thtrwA66jr3TjXvA1xT8qZNGG/7mjoFLCLKILeygEi/inQgas+nbufDrkHh7lcD+DhJvrqDVNBr5OqJVpu1oJ44ON/PfOde8Z6JVou/ecXRVZ/3FeWSnhcitA8gOhbaDnSz84PzWY2B8dyxem5GIsAOiIqGWGqw+P2uMRggw8NBuytECsk0mcy6x7efUUh1dvZwoEXtlkeFP7aeaLqP4bRTmsvQ/uJvUiSipd6ItnzVMGTf+dN3m2UlWifxMBsVno+2qCF23D1FcziHZZWztLtbfXGF9w1TQ2ePd8dqMeycjWSWsfvv2ox+AErDRKNawem3bvm9iYmLyu4Ap+E1MTExMTP5Z0dE1HdEibVvhB0MsObo9jP3xYRrlOoIoMPP4qZbtXYN++u4Z2/bzaqmO7DTc6rercDt6PJQ2RIpWU6nEivj3hLdsV82USZ9ZJ3V8zRCbY0G6PjCE6JQ59/99na4PDePo9eCbCLbMawPUsxUsLuuOd0G0Ss2xgebxkiX8e8Os/nQayWEhsL8dV5+ParLM4o8nGfvcIQBq6YpxvM2CTtOJ/3qJ3nvGjYq1Ihnmc7tDW9rjAZSAHbVSb7k/uqqTvZDEMxQg8bYxq73048mW4zi63bgH/cx8/TS5i0n67p8gP5sGjEWDWqZC26EOY0Z+E+5hP4IoMPWld7B3uOi5e5S2w52kz8Tx7wnj6vWhBGxUk6UWMSxaJfrumyD2krEQYAs7Kcxndryv5VgRV58hVj0jAWIvL9D14RH8e9q3zJprVZW5J84y9Mn9FObSaHWN1DtRhj61H8kub/v9tIWdhK/tYe6JM7Qd7KS0nNv2PEJXd7H49EXqmY0uFR3WXpwndE2XYeC3wyIMgFptNAV/LV2hlqkw89XW71fXh4ZoO9RJ8nirR0X/Q7sJXd2FWlURLSL1Qo3YSwtUk2UCBzpIvRMl8oFBVl+cY+SPDhDq8lBJFKnES02xD9AoG+aQl0YmWhBA8VpJvL1K5/v7mf3m1lQJRAHPcGDDu8JYdLK4FCxuxXTuNzEx+Z3CFPwmJiYmJibvgq7p6KqGIItbBOx2SFYZi8dK4ED7tnF3AIH9HZRWC8R+MU/n+weYffLsllniwmya+GvLBA60k7pCXALEX1+m/8FdzH37TItglRwykVsHmP/e5eptLV3eMDITmtdUTZbIXkxSjRdpO9iBtc3B6vOzXPz7Y4z98WGGHtvL3BNnGfnMwW2r0lpVRaupWIMOqonSlvfbb+glebL1vJ09XiweheJiluJijvXXDAFm8VgZemwviteGrusk317dMUd+/c0VAgc7WXtxjr57x2mUGzRKdfIz6eY21qCdnrvHWPj+1gp2JVnC6rOReMuYpx/+1H6KyznUcgPvRBC9oRkCT9OppSvkZ9P0P7iLpR9PopYbrDw7zeCje2k7HCF1IooOeIYD1PM1Fn9wAYBytMDkl44z9q+OMPK5g5SW8lTTZWKvLuIZDtB+c39zXh1NJ/rSAqWlnBGxeKiTRqG2s8u+30Y9X8Pe4UK0ShQXc1RiBbIXd/AW0CF1Iopvd4jUCWNsY+bxk+z686u3rZKHr+9h+RnDO0C6VsY95G+5twDeXUEkhwXJIrG58b4SL2L12xAkAckuo5a3H1+wd7qpb3gLyC5l2+jJledmGPrUfpInDPNBi9dqpFm8scL6GyvNBQXFb6P3o2OkTsewuBTK0QJaQ8Pe6UTXjMUeQRZbFg4A1l9bJvLBQea/c27LPWi/sY/kO1Gj+yTipuOWfqK/WmgeU7LJ9HxklPirxj4u/PWboF/2KPAMB961O8LExMTkXxJT8JuYmJiYmGyDWleppSsk3lqhlq0Q2N+BvcOF4lYQlZ3/+axlKjQKdfz72slNprZkogev6qK0ksMz1oagSNRy1a3GYRsk3l5l9LOHthX8armBIAmM/+ujpE/FqCbLOCJu7BG3Yda2SUTZ2l3UshUq6yUaxTrWNjtT//OdlgqvZJPpf2g3S09PEn9tic5bB+j/1B6q6XKLA/9mVn42w8DDu1l7Ya5ZlRZkkeBVEbzjbS2GZ9agnUaxxszjp+i8dYCOm/upZSvY2l1YXIbLfCVRQnZZqKzvnCNfy5SxuBTq2SqiXUbLVui6Yxhd1WkUa8gOC7V8bUtsXPNehBxN07fMmTiZs3HsHS5cgz6UgJ3pL59oeR7RF+dxDfsZfGQvgiQgSCKyXUbTdSK3DVCKlZj71mnU0hXiVoeVZ6fpvnMUQRSwhZ2ENqq/U18+Qf/9E/jG2qjla/TdM46wERmoqRqhq7sMgbrduMHVXVQTZQYf3UP818aCUj1f33bR5RLVZAn3YODyCxpUkmV8u0NkzrSOjMhOS7PqvfjDC3R/eIS2w53kJlMgQuBAB+VogdJyDtmlwPqm4wogWCTKsRLh63tZe2F2y7k4+7yImzpTmte6DcXFLCN/dACtpiJ7FLIXk81FokvU0hXmnjzLyB8d5OIX3wZRQLJKBPZ1UM/XUDw2RItE44rFh3K0QOZcgqHHjEWE0loexWul4+Z+RKuEWq4Tvq6HqS+9g2vAx/An9tEo1REsIrY2B7FXlxAVEV0HW9CBaJWorJeY+fopJv78ahwdrh2fh4mJicm/JKbgNzExMTExuQKtoZGfTjHz+Cnab+jFv7udxFur1HNVnD1ewtd1IzkVFJfS8rlyrMDkPxgxZpJdpucjY6jVBrnJJJIiEbyqC4vbiiiLyA4L3rEA9dxWUXoJva4h2WW67hgm+ov5ppO6b8O9f+7Js6hVlb1/cS3laJH4r5eIv7rU4qzu7PVi8Vq58Ddv0SjW6b13nLlvndnSzq1WGiw9PUnHjb1Ef7VA+w29zCYW2L93H8WFLMXFrRXnRqFG8p0ooWu7aL+xF13VEBUZi8/akkLgHg7Qc9cIyXfWkJ0WVp6dJvKBQbzjQfLzGSoCKH47sZ9O4R7w4+zz7Tgnb+9wU02XjKr7jy5SmM0QvLqL0FWRpk+A4rM1F0Q2z8ILkkDoaBez397Uoq2DIIl4R9rIno1jcVuprpeweK0IkkgtU6EwnWZ6Pot3rA3JJuOdCOLfbYxIJJ+Z2Sr2NyguZKnGi8x/7zzOPi++8SAWj5WeO0dY+vEkzl4vVp8NfJdnwLWGit7Q6L13nOUfTzUXHwRZpOtDQ0hWmdJaHveQn8gHhwhd20OjWKcSK2xZXLqELeREVzU6bunH2ec1qtE2ifab+qhlDLO97dBVnaWnJ5GdFlz9PnRdR600WH1uhtHPHUKyyYSu7mL5mWnquSresSC5qRTOLjeCCJHbBon9egm1VEeQBPx7w/j3tVNJlUEwIgItHuuOBpT1fBXRIqJWGgg6xF5a2HY7tdSguJTD4rbi3RVEsEqkTkRpv76H7MUEak3FO95GYba1UyFzJk5+OkXP3SP03jO2cX0q6Dq2oMOIm8xUSL1j+AmIG0aO7tEAXR8cRquriLJI7z1jG9GDVhr5GuuvLtLzkXFE2WztNzEx+e1jCn4TExMTE5MrqOerzD1xlsD+dgSLaLTNb1BeK1DNVuj+4BD1bAXJJqN4rDQqDWa+fropttVyg/knzmJts+PdFaTj5n4sztYFAv/e9h1npMFodZesktFy77eBIGDxGHPzpbUCfR8dQ62olONFFI/VEFR7w8gOC+tvrWBxKoSv72HuG5fPy+JUtp9bBmqpMha3FckmI0gCDpuderZK4EAH66+vbPULEAWChzpRqw30hoYSsBv7yVyqumsoPhuNQp3lZ6bRNZ2Om/uxR1wkj61x/r+/2bKv7g8PU1rJE76uh+gv5rftfOi4uc8QVoUq7df1EjwcoRwvkD67jqPLg6/Xi67qjP6x4QfQKNZY+ekM9WKN/gd3ITpkum43zq1RrGNxKVSTJea+fRbRIjLwyF60SoNKsoyuahtu/jr1fBXZbkFraCRPRHH1ebG4rFh9O/sYyE4F2WVh8OE95GZTVBIlbGEntpCDzg8MNFvOW26pLBldCpkK/Q/sQtd10HRERSJxbNUQsjf1IQjGfZYdFmwhB6JFJH0mvqUrQLTLtN/US3ExR/pMnNJqHt+uEPU8VBIlej86Ti1boZau4OhyG+fstLQsGjWKdTJn143ujcMRQld3kzwRJfHGChavlb77J8icXyd0VRdaXUV2KKw+P4vitdFz1wiiLIEA2fMJyrEi9k4Xw5/aj1pVWX99mZ1w9fmY/dYZ6tkqQ5/Yt21E4CWqqRLdd41gcSlEf7VA8KouLn7xGGq5gb3DxcBDu4m5FpsxhZfQNR1nrw+r397yeiVRMlITNqHVNSK3DQIw+XfHUPw2Ot7X3/TskO0yuqrh29+BVlNNwW9iYvI7gSn4TUxMTExMrqCWraJVVQIHOpj+WquZWPeHh1GrKpNfOm5UkWWRtsOdtN/Qu62QribLxF9eIrC3nZVnpxEVibZDnVj9NkNk6IZRWrM6u+Gmr1YaRD40hMVjpZatMv/d8wx+fA9LT0+2LBL03jdO5uw6iddXmq8JskjffeM0SnW0qkplU9v1diJzM7qm0XaoE8lhoV0Jcf6v32LosX0MPrqX5WemqG7sS/HZ6PnoGNnJJLFfGZXXkc8cRHJaECWRSqKEu9/HzDdOt7Sb13NVQtd1k3hjpfXAms7yj6cY+tR+lp+dYvTzh5j/zrnmfZFdCj13jaBrGhf+5k30hqFsZbfC6GcPbohdndivFkieiBrdEQ4L4eu66X9oN6JNxuqxGos53zyNpupIVgm1qjZns327O6nECiw+NQkYrvOrL8yQ3WSyZw3aGXx0L9VsFVGR8AwHjPnubdrvQ9d0UVjOsfbc5db2xBsreCeCRD44SGklj1pVke1yM44QQLZbcA/4mPrHEwiSAIKA3tDw7Q4RurabpR9PNkc2LB4r/Q/uQpAF+u4dZ+W5maYwll0KI390gPnvnKe8ermKn7uYxD3kx7+3neWfTOHbE0LXdcrRAunTMSIfHGLxhxe2XFPnrQMIFmM+P74xrqFVVURZQFIkJv/+OGpNxb83zOBj+1j84QXmnzwHGN/J8PU9SFaJuW+eMdr0N6ISCwvZLSZ/1pADQRKaYxmNYh3ZpWwR7JdwdntIvLVK7mKS/od2s/Ddc6jlBrLTQtftQ8w9cZb+B3eReGvViPbTdTwjAbpuHzaSFTDEfy1bQaupaOrWnxNnnxdBEll5dhp7p4vIBwwPgM1Ri45uNz13jyGYYt/ExOR3BFPwm5iYmJiYXIHe0LC4FaqpSosQ8U4EqRfrTYF7advEGyvUUmU6b+ln9fmtc8tgVGOTbxuzyuuvLtN+Yy+h63vQGhqDj+whO5lEEMAacFDLV7G1ORBksdnW3Pn+fuKvL7eIfVu7E62mtYj9S+c0/51zTPz5VWh1Q4DV8zUKCxkESdzS6n4JQRaRHBa8nW7UisrCN87iGQqQObtObipJ+LoeLF4r6IYAW31+hp47R437IRjie+6bp6msl3APB6ilyltmywMHOrac72ZyFxNIFhnZLjP6+YM0inW0hoaoSJTjxS1u7t6xNuKvLmNxKU3Bdwm1VGfthTn0ukbwmu6maaFoldEKtRZTOUEW8e0OMbOxwBM40E5uKtUi9sHIdZ/+yklGPmucW/rcOt0fHmH5makWgewZCeAdD3L+v73Z8nlBFnEP+GgU6pSWclRiRVz9PtCMRZRLWINO/PvCpE/FAaPC33YkwszXTrYcp56rMvXlEwx/ch/J41G67xptVpYlp0x+Lt0i9i+Rn0nj39dOLVPBGrAjSGLT5V/x2ozZ9jdXqMSKKAGjkt0o1Zl/8nyL6O65e5TFpyapxC6PE6RPxsjPphn+1H7quSqiRUKURSqpMgvfOdfcrlGoUctVGP3cQVZ+Ok1xKYcgiwQOduDfHWLuycvbJo+vEb6uh9WfzWy5FtmlINktlFbzuEcCWDZ1KLQdiRB9aZFytMDs108RONDB4MO7AYHCYpZGqU5hPoM1ZCd7PsnqC7M08jX6H9q9pdMheCTCynPG8Ttv6Wf+u61iH6C0nCf+6hLddwwjmcZ9JiYmvwOYgt/ExMTExOQKDAG01ZG/7WAH89/dPrs8N5UidF3PtrnwgiS0VPxsYSeekQCrz06TOZdAskoMPraPpR9PNnPbwXAgH3psH46IG89IW1NsbD6fxJs7iGcdUsejOPt9gFGd7HhfH6W1Au039RH9xfyWj3Tc3IfS5gBVQy3X6btvAiVgI30mTr1QY+npyS2fKUcL9D04Qe5CktzFBJVECdEqbQjxrSkFssNC7V18C2qZqrGoIIlYXFYsLivVdJncVJL4ry+3f1uDdtqv78U16Of837zJ4Mf3svbi3Lb7jL+2jG9PGNEiIlolwtd1s/qzWRS/jdDVXVgDDmS3QmqTeZxvd5i5J85uu796tmoI5TY7lfUS9VzNyJJPVagXa3iG/MaCyDbn0//ALhJvrbD8zPTlFwXouWuUwP52JLuFcqzAwg8vENjbjnc8SObsOs5eD6l3tjfyQ9NJn1vH4lWY33TOkdsGSZ2K7XivM2fieMbaAIi9cjmJIXUiRvZCksDBDjxDfmS3FUESmP926/2weK1oDa1F7F+ika+x9sIsit9O8tgaAw/vRqu2iuPIbYOU14pEf7FA8KqI4QOhgVqtU1rNo5Yui+3CfAbf7hDtN/YSf225OV5ia3cy+MheLB6FiX991IhrnDESC+ydLvx7wjg63XiGAyTeXiXx1mozoQEMs8rMuTj9908Qe2Wx2TmReGOFjvf1s/yTqcvbWmUahRqSw4JaVVsWjCSbTOiaLpw9XnRVQ60aXQKiGdFnYmLyW8YU/CYmJiYmJlcguywEr+k25uZbBLywZa5ckAT8+9vxjYeQHRb6H5hg/Y2Vlli14NEImbMbbuiiQM9dI8x+60xTMASv6mLtxbkWsQ+GA/nsN08z+seH0XUdZ6+X8DXdzcUDxWslc3F7czswxgnq+Vozpz7+yiJjf3aESqxI94eHib+6TC1TQfHZCF/fg73ThV5rkD4dJ/byomHsJxjV6sFHjJi+zSIMoJouYw876frQEKkzcYY+uZ9GwYiN2ywiL1FZL+LscpOb2j5GzjXgQ3ZYUNyX/Q7UcgNRkakmjW6Bno+O4erxUFjMkp9OMfTxvQiKtO1iC4BWU2mU68RfXTLM627qQ7Qa3gtrL85RXivQdqSTem5Tu7jOVs+CTdRSZSwehZ6PjBH75Tzrb6zg6PGgVRtIDgvZCwnUK2bOXQM+ytHClpg7dFh6ehLXgA+x0uDiF4+h1VRKi4YTvmcksCGct6Y1XKK8WqDr9iHSJ+OXXxQE9G3uR/Owqo5n2Nj3lZ0YaqXRdMR39fvou298y+edXR4Kc+ktr18iN52m7/4O1l9bRhAEFK8NUZHQaioWt4LiszU7YtZeaF0c6f/Yri0t/Ms/maL77hHGv3CUaryI4rej+IxFIV3TkW0WAOwdLsb+9DCVeJG5b5+hmq5gb3cSuXWA0kq+dSFK10GD2MuLdH94hJmvngSMBQZnj4fee8aJvbxANVneSCEwUhrqm85Ldin0P7iL2K8WiP7S6P4RrRKd7x+g7XDnFu8OExMTk39JTMFvYmJiYmJyBZIiEzoaoZIw2vQvxcsZ89Q0q6yiIjHw0G7Sp+PMPXEGXdWR3QodN/biHvCTeGuF0DXdyE6FpacuAuCbCJI+HW+pDroHfMR/vYi9w2XMOdtl2NCaibdWqOeqyE4LbYc6WXz6YtMV/tJce8oqk73Q2noOYI+4yV5ojV2rZ6vMP3kOR5ebjpv7kJ0K9WKN5FuryDMKnuFAq/jSITeZopap0n37EAvfv9CyP0enm9Wfz+Ls81FaySPKIorXRqNcp/eecZZ/MtmMwQOjNbv/gV3kplNbqtWSXcY71obssCBsqowKsuGWbws58e4KIsoi5//27RZx79/XTt894yx8f/sODNluQa01yJ5NkD5tLEysvjBLea0AQCVewj3sJzdpLKDout4Up9thDTkAgey5deqFGorHijPixtrmoJar4N/fjmSVWxzoA/vbW6IKryR1MoY1YGs5ZqNQMxziFQklYNvRif/SHLrsVppV6sJcGt9EkNj61oUXAP/+dgrzGfIzaWxh547xi7Z2J5LLgm9vmMzpywsKWkPF2man45Z+7B0utKpK6nSM/Mazlawb908UUNpsxF9bZuDRPSSPreEdbTNm93e6F+9E8e8Nt8bwCWD128leSGIPO5CdFtSKSvLYPMWlHI4uN/49YRrlhmEquGl0pLxWYP475+i+cwTXoL/p2O/s9rD2i3l0TSd8naXlHGIvGz+Tg4/tRRBF1FKdkU8foLiSwxZyNrfr+tAQS09dNBYFLt2bqsrKT6eb6RyXxklMTExM/qUxBb+JiYmJick2yA4FV6+C4rPiHvITe2mBSqKIZzjQrE5HPjhE9JeG2LhEI19j+Zlpeu8dZ/zPryJ1PNoU+2DE5F3pTK6rOq4BP+Frulj68VQzqu9SlVCrqzQK+hYjtUahxtyT5xj+5D5y06mWirRkl3F0uVuy0GWX0qzkllbyLK5cPi+A/ut3GbPo21CJFxEVGdEqNSP9rCEHuq5TS1Wo56oE9rWz+rOZpkmgNeSg6/Zh1l9bbla11XKD/HyGoU/uZ/nHk1STZSweI04teLQLi1dBtrVWRGWHheJilvANPdjbXVz427e2LBakT8Wwd7pwdLu3xMy5B/3ouk7nLQMEj3RRS1dYe2GW8LXdxF9ZQtd0iktZOm/pR7LLqOUG6VMxgkcjzaz7zVhDDixOxXCB3zTDnXh7lZ67R8lNJvHuCuHbE2b9jZXm85SsMo3Szk7z9Vx12w6FS9c3+OhecjvEFQb2t5N6J4qzx9P0HcjNpun+8Aipk7Gm+d0lbO1O7B0uFn9wAckmG4sw23WLiAKhq7qw2BV67x7FsdG5oZYbKAE73l0hVp+bIfrLeSS7heDhTkJHjcjIwIEOyrECo587SHExh6vPh2yzYHFYyJxdx9XvY+gTxijLlYsN9WIdR8/lP1NFi0jXh0dIn4ptLMTUES0SM187iVY3vveZs+usvTjP+L86stUUcoO1F+fo/egYhdk0bUc6yc+mQdNRfNZtuyH8e8NkLyRbUiPsETd994zh3RWiMJdGkIQWsb+Z1Z/P4Z0Ionht275vYmJi8n8aU/CbmJiYmJi8C4rHhuKxYetwoZbreMeCzH7rDNVUGcVrbRH7m1l9fhbPSAD/nnCLWNA3DOhaEKHjpl5mvn66RbRfqhKOfOYA8eM7z29nzq7TdrizKXIcPR4itw4Qf22Z7jtHULw2tLpK5tw68ru0F4sW8V2jzyqJEorXRiVRwjceJHhVxDBW20gWmP7KCcMMUBSQbDK1VJm5b51h9I8Ps/iD8yAIhK7txjMUYP3NFTre34+j0001Vaa0kqe8VjCyzlVa2qAtLoWu24cpreRIn45tfx+AxFurtN/YS2n58kKGNeig5+5R5r57FqvXjuxWyM+lGfjYbtB0fLtDCJKII+IiN2cYzS3/dJrMuXX67p0geFWE5LG1psmhs89L3/0TLD19cYthG7rRdj746F5mvnYKZ7+PoU/sJf7qMulTMUprBZx9vi158JfwTQTJXdnuv8GlRIjuu0aoZiq4e32ATn4+gz3sJH0mjmiRmvfG0e2h4+Y+oi8t0HfvOLnpFJlzCQRRoO1gB749Yea/a5jiqZUG6XNxej86xsrPZprdJxa3Qs/dowiKhNZQsbitdNzch29vmFqyDKLA5N8fax5TLdWJvbyIq99H7z1jWDxWdFVn+ssn8O0OYQu7WnwAsucTyG6F/gd2MfetMy3309XvxTvShi3oQBAMD4z1N1bIT6eMkY5+LzNfPdUU+5cQJIFytLDjd0QtNxCtMn33TdAo1Vl51vBSaDsc2bIY4+h2I1rEVr8FoLyaZ/prpxj7/CGS76xRuWIcYjONQg2tvn2XiImJicm/BKbgNzExMTEx+SdgsVuw2I2W3+FP7aeWqVDaxv38Eo1CDa2qInutjH7+ENFfzpO9mCQ3lSJ4NMLyjy9X0ivxImqlsePM+NqL83gn2nY8VilaoOeuETxDAQRZwNpmJzeVwr83TOxXC1TWS0g2mbYjndg7Xc22b8kuI1ll6vkquqoj2mQEWdzxPBydLpw9brSaRm4qxew3TqPVNfz7whRXc4iKROetA1j9diO33qVQz9VIn44x+Il9SFa5KeQ7b+mnlqkw9Y/vUM9fnocWrRKDH9+DrcOFdVNV1B52GrPx57eOLjTveb6Ke8DH4GN7qWWr2EMORIvE7BNnqUQLVGIl+u4bN/wFfrXQ9DYAQIDO9w9QL9QIHOig/YZewPBXCF3TjVppGJXluobW0MhPbS/MdVU3RjBcCsX5DBf/7jj+fWEGPr4XW4cD/54QF754bEslX/HbcPZ6sbitO1an0XVcvV5yM2nWf70EgoBvIoh/T5jYK0sMPLQbyS4Tvq6H4mKWpR9PUs9WSZ2I4hkJGJV6j4JgEQGdWrps+E/sCiEIAmpNpf/BXcZ3wSIZSRXpMhf++k0m/vVRbCEnuqajqzrVbMU4z22EdWE+Q+SDg0hOC5N/dxytoRkRlxvz8a3PrEb81SXaDnU2Z+tFRSJ4OML5v37T8KvY5KdgcSu4+rzUUpVtYzB1Vf+NkXiSIrH481mj60EU6HhfH5JNJn023rJd8KquHUcwGoUaxdU8/v3tO1b3wVhEE0zjPhMTk98ipuA3MTExMTH5X0TxWFHrGhbXu5hxiQKCJLDwnXOErulCdir03T9hRP55rLgGfRRmM8CGud4O+eJgGN2Fr+/Z8X1b0IHit2Hx2NAbGtVsBdluYX5TBJpaaRB/ZYlyvMTo5w4ZiwzVBmqpjrXNQT1fRbLLBI9EtowcgDEiYA3amfnGaarxyxVNZ5+XyAeHWPjBBQYe3sPqczMtCyG2sJPej46BKLRU7bWN6MDNYh+Mrob5756n795xRFlsfkZXNVA1PKNtrUJ9E44eL4gCay/MomtGi/zmqrGoiIgWiUapsXUfOqz9fI6hT+1HdlqY/cbp1vc3vBuGHtuHZBUZemwfuqbTKNVYf33FqCpvurZLKQ96QyN1PEppOc/go3uxdbgY/fxBlp6eMuLyRAH/vjBdtw0ZpnYWiciHhoz4uU1iOnR9N6IsMfWP71y+Jt3o7sjPZRj+1H5Ei4haaSBIQms85IYPQ24yRd8DE6w8PcXgJ/Yy+Mhekm+vMf+dc+gNDXuHi4739ZM5G8c14CPx9gq6qjPw4G7UukrmQoLEGytodXXDYf/yNV9J9kICz1gbaqmOLeSgtLpz1T03mST4SIT4q0u4Bnx03NyHLsDAQ7tZ+vFU07jP1e8jctsA+Zk09k7XtvvSG5rhH2CTt3ZgYBj6yS6FyK2D6JqGtc2BIArY2p1Y2+z4JkKUVnIofjvObveWUYjNlJZyJN5YoeuO4R2PF7ymG4vbNO0zMTH57WEKfhMTExMTk/9FBEnE3mZHgJaZ9s3494UpLucoreRJn15HtsvNyDRBFun56BgdN/aROh3H1u5Edlm2n6EGrG0OFK91h5MxDOuSx6J4x9q4+HfH6LlzhNUdKpP5ySTqrf0s/vBCS/u+ZySAvdNF8GiESqJkGK9tIDst9G3Elg09ts+IHauoSIqExWOFjTbx6C/nt3Q9VNNlspNJQld3odVVo+0caJTqdLyv3/jvglHlvTT73yjUDDFdrGNxKuiqRjlRop6pYAs7W4zpNt+HyK0D6DqoFXXb6m9gfwdqTSX59uqW9y5RmEvTflMfvn1hMqc2LQroELy6C4vXyvJPZ5rGdIrfRuetA+Sn06ROREEwFmDqV0QP+veFESRY+ek0oizSf/8EgkVElEVkpwVJMf4kkx0WQtd0498TpriQRa01sAbsVFNlksdWtxWVaqlO9mICTdMI7u+kFM/S89ExI0bxUieBAOHreqhlKkhWCUEQWHxqsmWhohwtMPfEGQY/vgclYEdyyNRSFSrpMsnja2TOXTaArF9dRZCE5qjDlYhWGTbeEyTRWLDZCR2sbXYmvnAUXdOpl+oobiuOdheufp+xiCEKFJZypM+sIzlkREnc0VQx9uoiAw/vZubxUy3nJ9ll+u6fMMwhd7WhN3QEUcDiNn62LE4Fa8COZ8iPIArUCzVkp2XHMRclYCM3nURrqAx9ch+z3zzTkirg3RWi/YZeRFna9vMmJiYm/xKYgt/ExMTExOT/BYIkYvFZGf7kfqa/drJF9Nu73HTeMkDqVIzO9/cjOxVquQoDD+0meXyNWq6KNbDR9m6XcXZ70DXdMJDbRkB13NxHYSm7MTs+2RQ5kk2m645hUsfXyF5MYgva0aoqks3yrpXJ/GwGySbTKNaRHBbC13bjiLjRVZ2GWidwsIPwdd3UMhVkhwVdh5VnZ6isF/EMtTH/HcOQLXLbIBaXgqYa1eHNjvQA4Rt78e8Ksf7GCjOPn8IWdNB+Ux+gM/P1081zVAJ2um8fYv31FcNEDYzug1qDarJE5mISW5udtRfnqOdrDDy0m+ivFpqi2xp00HPXCLnpFOkzcXrvGWP6K63t47aQA89oG7VUmXrxsiizttlxdHuwttnxDAfQair52TTtN/TScVMfiTeNtnXPSBsWr5WZx0+1iPlapkLqZIzIrQMgC4iKRHYy2VLNtne68I4HWfjuBQrzxj2KvbyIs8/L4CN7m2L/ErJN3kg7sNIo1Tn9//k1ne8fID/ben83k5tM4R7wkZ1M4hkOgACjnz8Emo4gC+iqRvJ4jOTxNQYf3UM9V20R+010WPvlAu3X92ANOlh6aoreu0dZOdea9lBcyePfZxgFbkEAZ48HySYjOWRC13VjDzt3bI+3d7rITadY2ZiVV/w2Bh7eAwKG2Z3X2K5eqJE5Eye8q4foKwt03NLP6nMzW/bnmwhRWM4y9Il9FBay1NJlnH0+XP0+lp6+SD1XY+SPDjSTDVpOXRAQNhalLnkWXDnDD8ZCn9Vvp/OWAaIvztNzzxgTXzhKLVOhsdE1Y3FZkB1mdd/ExOS3iyn4TUxMTExM/l8iKzLOXg8TX7iKcrRALVfFEXFRTVW48LdvNRcBRKvEwMd2E31lEWeXm64PD5N6J0rsJSMuLfH2KoOP7GXw0b0sfO98s6IoWEQi7x+gtJrH0eVGb2j0P7DLOLgAuqaz/tpyU0Sib0R/ibTEB245b7tsZKF7rfTdN8Hai3NNMSZaJdpv7KOW1ll/YwWtql5eYLDLaHUVXdVJHlujnq8y8LE9aA21xfBMsskMPLoHtdzg4t8fw+Kx4t8bRrLKrL04h2c4gC3kbAr+WqrM3BNnGfrkfvLzGdB1LC4FURJJvhM1rl2H4qJhkDj7jdMEj0QIX9djxJ3pOsXVPNFfzBvX51QYfGQvmQvraFUV73gQa5ud9TdXkBQJV6+XwnyGnrvHaJRq6IC7zxDLpeUcFreCdyxIaTWPf287sZcXWfvlHG2HIi1i39nrpfPWAXKTSVafn8UWdNB2qBNBEnB0uEifiePbFcLZ6yV5fO3yc9qguJAlfSpG+PoeBMF4dvVCjUq8SPy1JbSqSuBAB+N/eoTMhYQR17jTd9FhPJvksTUcEXeLe73sUui7bxz/7hCBg+1IikT2fGzHfZVX80h2mXKsgGfIT+ZK3wQB3EN+4xoWs60z7AL03TeBqEgIFpHhT+5n4QcX8O8N49sVaukSML5wAp3vH2D5J5c9LWrpClP/8x3G//QIWk3F6jeEuS3sxOKxItlksmcTWP0O+h/c1ewOsbbZCV/bgzVop5arkptK4ez14h1vI/byErFfLdBz9ygzj59i7smzDH/CGN/YCUEUCBzopJIsNxd+wPARGPj4HjRVY/3lRfx7w1hcVmSbbLrxm5iY/M5hCn4TExMTE5P/DURZwhZ0YAs6aFTqzH/nPNkrRI1WVVn80QX6H9pNcSGLqEgtc/JaVTWczPeFGXpsHwig1VQEi0S9UGXlJ9PYIy5ERTIq19uJeYFm1ndhNoNntG3bEQHBImJxWZuV8oXvn2/pBtCqKmsvzG64+1tbIu7aDnaSPnO5zT03maKWryLZZKMzYeO8eu8dRyurLD01Sdftw8h2C8l31miU6rj6fdjCTtpDjpaxAV3VyZyJ4xsPIioitWwFyamQm05RWsm1pAuo5QaxlxeJvbyRLy8KTHzhKPagE0EyvBNWnp8hdE0X7uE2Em+ukHhrBXu7C9+eMKIsEjwaMebDSzVGP3uIqS+faGnHXn9jhe47R6hlyqDrKF4bpZXLiQzWNjvtN/Uy8/VT6BvCOj+TZv3NFfof3IUlYKPv/gkESST6i/lt4/0A4q8tE9jfjsVtpV6ssfzsNKlja5fv8VQKa9DOyKcPYGtzUNwhuz6wv4Poy4s4ez1IdpnBT+xDq6gIskBuOsXct88w/oWrqOeqxF9bboro7RAVCcVvwxpy4h4JsPLj1qhG71iQ7PkE6VMxeu4aRa2qFBezyE4L7iE/jWKd1edmcA/5Ka7kqcSKrK3P03fPOM5eL4ljqzQKNZz9Ptqv7Sb2yuKWEQytangGuHq9CJKI4rFicSp03TZIvVgHUSD+yiKK30bb4U5C19io56pEfzVP94dHWHtxDtluIXNuvSXyr7Sax9nnpbiQpV6svavgB0Pcd98+RPsNvdSyFUSLhKRIpC8m0GuqkUbgNcS+iYmJye8i5m8nExMTExOTfyYahTrZ8+tbXveOBwld00XqnSjlaIFKvMjAw3tInYyRPnm50po5FSdzKs7QJ/eBDjNfPsHYnx4mfH0PyeNRo4XerWwxugPw7QqRmzEEdOKY0TFQS5dx9fubLd6ltTyuXi/RXy1gcStodXXH1v/YK4t03jLA4vIFABxdbtxDfuKvtQrXSqyAs99HNV3Gv6+dcrRAPVdF8dkIHumkHCuQOh7dtH2R1Ikoo587hOS0oG6ajy5HC7Tf1IdoEbGFnRQXs7Rf30O9WKeWencn9HK0wPyThkmhLeSg755xqukK5/9/rze3Ky7mSB5fY+wLR0mfjlNNlOi+c4TlZ6YMF/7Nfgw6LD8zzfAn9xM40EHirVVsIUdzX+Hre1j56XRT7DfRYfGHFxl4ZA/Z80m8E0Gq6TKSXSawvx3Fb0eQBIrLOfJTKbRqo5n/Xk2UWsT+JaqJMom3Vwld003gQDupE63V+cChDhS/jY4be8leSBB7eRHvWBuNUoOVZ6fwjofof2AX6dMxPCNtpN6JMvyp/Tt2gQSPRlBrGvEX5poO+5mzl7/Xjm436VNxGsU6c0+cRfHZsLU7qabKxH69hLPLjavfh6PDfbmNX9NZ+P557BE3wSMRJJuMo8ttjEjs8B2srpdwD/qo5yooHmPOXnYq1Et1/PvaSZ+IUktXWHvh8qiA7FJAh2q8xHZ7zU4mcQ/4KC5kt53/3w7JZkGyWbAFLz9/e8f2poEmJiYmv2uYgt/ExMTExOSfCW3DIXwzji43/n1hpr92qmmgVlrOkzoZo/ejY9TztS257LJDYerL7xj70gyRkp9KUctWGPrEPqYfP9ViWufodtP5gUEWnzLy57WqysrPZhh4aA9rv5hj9ttnQNNxDfjwTYSQ3Qq6qlOOF3e8lnq2iq3dQejabpw9HrS6xtwTZ7dcn6hI1DIV7GEnFqeCZzhA8vga4et7cPZ4iT5+aut92ji/4KHOy1V6wBqwYw3ZEQSB6EsLpI5H0eoq7kE/XR8aoric2+ITAEZ1O3PmsiCtrJeY/eZpeu8dR5BFLB4roau6mjPbWkUldcoQzY4eDxaXQvCqLrSqisWjkJtMGQsbmk4lYYhOBKOyHXt50TDr89h2jGPTaipqucHSTybJTSWJ3DZoiPZjq+Rm0tjbnbTf2Ge40av6hk+CTuKtVTxjbdhCTtRynczZ9aZJX+LtNQIHOrAGnYz9yWFK0Ty2kNOoLIsC668tk3jrshlh+mQMz2gbPXeNsvjDiwgCeMbbjGQAHRJvrdLzkTGWnrrY8kwd3W4CBzu48LdvN7+v/j1hnD0eiku5jevTkDZVtGuZ1og8ySaj1TV0bevPQ3k1z8qGsWPf/RMofvuOgl8J2BEtErUrDBAFWaDz5j7qmUrLmITFrTDwyF7WX92+mwJAlEUjuk8SkB3vXt03MTExeS9gCn4TExMTE5N/JiSbvCWeK3xdj2H6dUXuOjos/3Sa/vsnWgS/rd1JcSmLVlURFRFBFui5c4RGsY4gi4g2mYGP7wFVpxwroPhsKH4bU//zHfruHScbdKBrOsGjEaa/cqKlG6Awl+Hi3x1j/M+OsP7GMopv53ljySYjOmRc/V7SZ9bJbBOFp/iMGLnEGysEDncYn7EZ+e22kIPk8W0M3TbIT6cIHe1qec2/r53Kepm152epbFqMyM+kufj3xxn5zEFmvnay5f5aQw58E0Gmr1hYaBTr6A2Nkc8cQGtorDwzTTlaQJAE/HvCDDy4i/hrS+gNncWnJ1EveRAIEDjQQe894yz+4IIRo+g1zBk1TWfw0b3MfesMur6DQcIGuqohCAJaQ6O0nGPhexea71XXS2TOrtN37wTZqQTBo104e7wEj0ZInYpRXMxgcVnpu2+c4lKO2MuL6A2NSqLE2otz2NudNIp1Zn92GrXcQPHbmgsI0V8tNI+Tm0zi2xVE8dtIn4nTflNf8/uQObsOOox89iDlaIFGsY5rwIfVb2flhZmW7+vS05P03T9BNVUmdSJKcTlL8GiE4uL24wX+fe2s/mwGV793x7g6MGbyQ1d3UbzC2wCMhSRnl5vYK0t0vL+fcrRA+kwctdogsK8dQZHo+vAwaqlONVVGdihG5r0s4ur37RjdGNjXTvTlRUJmXJ6JickfCKbgNzExMTEx+WdArdZB1+m+c4RGoYa1zU6j1EB2K4Su6cbR6TKiyQSB1IkombPrG+3jQrO1WrRKdN0+zNKPjEr9yGcPkjweZf2NlaYAs4Wd9D+4C6yG07uuaURuHaKRr5Gfy+DbFSI/nyE/l9m29V9vaER/MU/nbQOgC4jK7LatzeEbeig3KiReXabzln6qiVJL7rrFa6X/wV3kZtOo5Qa2NgdzT57FOxyg4+Z+4m+soDj/aYJKtEr0P7QbxWtD13XaDneSeHOlpYKuNzSiL80z/On9JN4y4un8e8MAzH3n3NYFFaC8XkJUJGYeP9WsNOuqTupkjOJyjsFH93Lxf7zdNLczNoDUO1GsATuufh/uYT+WDad1CfCOtrHr31+D3tC2jwcEEAVkp4J3IkjH+/q4+Ldvb91Gh5Xnpum+c4SF755j6BP7mPqfJ1qeRebcOh3v66ftUCeIhkhvv7G3+f25RC1dYempi3TdPoR7yE9+5vICUupUHN9EiPirS+iahr3D2Yyz01SNerZqiGMd1l9fRqtrdN7Sj/VGW7P7QqupLHz3HJHbhxl4aDdqqYHkkOl/aBdLP5psEfT+/e2o5Tr1fM3o9Lihp6Xl/hLu4QDFpSzWgJ2OW/qbixoAFo+V3o+MsfbiHGqlQS1RYvGHFwkejeAZCpCdTCHKAt6xIFJAQpAEtJpGcSlH4q0Veu8dxz3sJz/d2jnjGQkgSCKBA+2Er+luRkSamJiYvJcxBb+JiYmJick/EbXaoJ6r0ig3kBQJ2aVgcSlU02ViLy0g2S04e73Ef71EOVrAOeCj7yNjrE0mWHthFjDmzUPX9dB1x7CRya6IeCeCuIcCuPq85KdTWMMOuj48TH46zfpryy3nUIkXmfnaSYY/cxC9oaFWVSS7TNuhTkRJZPqrJ2k7EmkR51eSn8/QUdepZcsMfWIfc98+05I1HjjQQfBohJmVOdoOdjD35Fn679+FxWsFTUfXdGrZKrVshdQ7Ubo+NISuagQPRbC22Vn84QVKq3mGP31gx3PwjASQnDLDn9qPNeQg9tIiyeNr6A0j4i/ywSEyZ9dJn7o8r56fThPY30Houm6yFxJYvFZmv376cnX+ymMMB1j56fS2c+rVZJlKvIjksKBt01K+/sYK/Q9MGDPhG9QLNXLTKaK/nEd2Wei+Y5j575zbsv+Om3oNb4MeL5V4qXVBYRONYh3RIhG8qpvFpya3XXiJ/mqe4U8fwOq3sfarefx7w1z467e23V/0pQV6PzLWIvi1umHchwBqqYHFY2Pkjw4w9dWThK/tbhk1ucTq87P0f2wXFo+Veq6KYBEZ+Pge4q8ts/z0ZHM7Z5+XsX91hMTbqwjoOPt8lKMFln9qxNjlJlO4+v103TFM7KWFZpdK26EO/HvbWXzqIq5eL7aQg8GP7zG6IkSRRrnOys9mqMSLuIf9SE4LfQ9OkDkdZ/qrs83jrzw7Q8f7B2g73IleV5EcFgIH2pFdCq5eL+VokfW3VhAECB6JoPhthuD3dCBK4rb30MTExOS9hin4TUxMTExM/gnUMhVWfzFH8u21pkBy9nnpf2AXiz+8AILhYj/z1cv57z13jjD91ZMt881aXSP2qwUiHxzCPexH8dro+uAQlfUSKz+dRmto+PeEsbe7WPz+hS3nAVDPG9FtoRt6WHtuFl3V8O9vZ/orJ4xjVBvIjneLcLMYuec/ncbe4aL7rlFESQBBQLLLWAN2JKeFUqnE4PgAtjYHmbNxku9E0aoqzj4vkQ8MIlpFbCE7rj4vgiyy/toykQ8ONme9c1NJgkcjLbPlYIwLhK/vZf7Jcwx/aj+z3zjdskBRjhaY+/YZBh7eQ3Ep23RZl2wystNCfiqFZJWp56qEru1uqSDbwk7C13Zj8VmRFAn/vjD1Qm1b07/8TBp7h2vbGfJGoYbsUlj56TTddwwjWiRWfzZz+VpiYHFZGXpsH+tvLFOOFlH8NkJXdVFJlLB3uJh+/BSDD+3Z8TkAIIC93dlcENqCDvV8FVunC/eAv3lvt0MtNRDEViHrGw+iqRrBqyLkZtJUMxWCRzrZ9e+uJv7y4radEWAseLQd7CD6qwXC13STeHOF/FSqZZviQpaF752j+65R6oU6aJoxUrBpl8l31uh/YBfeiSBC85oFctNJgkci2NudSDaZi393bNuFmfbre1l8apLwVV2sv76y5f3oi3N4hv24B/wtrzcqDWxhBz13jiA7LYiyWc03MTH5w8QU/CYmJiYmJr8BtaYSe2WR5JutwrW4kGXm66cIX9ONNeRg7ttnm++5Bn3U0pUtcWOXiL+6xPAn91FJlEi8tUpu8nKEXnEhy1DAvuPsM0A1VcY3HmTtuVlSJ2L4doeagik7maT/gV1b3Nwv0Xa4s+mcX44WmH/iLIIs4uzz4BkMEP3VAgMP7QaMaYPlZ6cpr1yO5ysuZJn68gmGP7WftoOd6DooTiObvBy7PHsfe2mRyAeH6H9wF6mTURqlOp7hAO5BP0s/mUJ2KdQLte27EXSI/nKejvf1U14roDVUrEEnlXiRlWdnAAhd1413pI3w9T3EX1vGOxogcKCTlZ/NNAW+Leyk58MjRF9e2BJpZ/FYdzQutLbZKS5kSZ+M0SjV6fnwyJaFi/TJGLnJJOHre+i+cwS1rKI1VOr5qrFf1XggLe7/VxxfLTdaDPC2Q6up1BIllp6apPfe8XfdVpCashrFZ8M96Cf2yiJtRyIoHivFFcMw0jXga/FJsHe6CB7twuIy0hsyFxNYNpzxXQM+Yq8sbjkWGMkHoiSSn0xQWisw+PAequkK9XwVe7sTXdWZ/upJBj++B1vYQW4yxcIPLrQsNASvijDy2YNM/c8Tl18XoON9/eiaRt9Hxlh+Zmrb44Mx2uKIuJGsMlpDpbJeYvmn0+Rn0sh2mdC1PQSPRppO/yYmJiZ/SJiC38TExMTE5DdQz1WMOfptqMSKyC4FURZbctx9u8OUVvPbfgaMCrJglRAtYovYv4RaU9/V8Mze7kR2KYz+8SHW31pBrV7eTtvIRW+/sbfFBR/AuyuIbLdQjraKbL2hUZjJ0H59L6vPz6KW6siyTGW91CL2Lx9EZ+3FOTxDAZafmWb0jw81Y8suzYgDrP5sBtml4N8Twt7hxjsR5OIXj+HodNPz0TFSJ3Y29iuvFbC3O0mfjCFaJfy7nYaQ3vA8WH99heDhCMGjEWPW3mXlwv94u0VMVuJFZp84w9Bj+4wOiEtvCeDfG2b9ze2fa/iGXhIbz7yWKlNY2t6gTi03WHthDnvYxew3Txv3eCJI5y39Rlb868t03zHM4o9a3fARhWare2B/O/ZO145jGPYOF8m319BqKsJGF4Za3vq9cPX7KMcKyE4Lgf3teMaCzH7rDK4+L7V0hdmvn0LfWIRwjwSwt7vITaXouLkPi9dG/LUlquslJLtM8KounL1ebB0uBFHYtvp+iUapjrPXy/rrK8w8fgolYEd2yIbXQqluRPZlysh2mYXvnd/y+cSbqzi6PIx+9iC1bAWtrqF4raRPx5l5fJ7ODwy2/GxdSb1QQy3XkawylXiJC3/7VvM6G8U6ay/Mkp1MMvzYXixuU/SbmJj8YWEKfhMTExMTk9+AWlWbhmLbUctWUPytjvdarYHVb9/xM6JVAg2S2+Sug2EcF7y6i9gm1/VLWNwKtqCD3PkktnYnbfs7tkSMxV5eJHRNF8Of2k9xKYuu6zi6vVhcFi7+3fEdz0uyyQw+uhdN07Hb7WQvJnbctriQpfuOYdZ+Oc/ST6bov38CxW+j89YBY3Z+g0ahxvrrK/gPtBvO8J85SCVeZPW5GVz9vp3vkSJRS1fIb6QYZM8n8O9vJ/KBQVafnwXNiBaU7DKZM+uoNXXbFnW9rpE9n8Az2kbuYhIE6LtvAtEqM/q5Q8w/eZbSxqKGZJNpv6mXerbaXBTRVR1R/g0z35vezp5PYHErBPa3k3onisWtMPTJ/aRORqkmy9jDTvz72om/ukR5rUA54qb3o+NMfun4lu9Z6NpuqqkKtVwVQRKopsuMfPYgtXQFQRYpreSIv7KEaJXou38CXdfx7Qqx+rNZpjfGS9oOdxr/venW5KdTtF/fQ71QxTPahlpp0HlLP7LDQmE+Q+zlRarJEkOP7UUt15uLLNthcSsofhvWNjvVZJlaqoxakrFH3OiqRujabhrlOom3V7ffAbD+2jLdd46AbiwkObs9+PeG8Y4FDQ8C2rc1/wNw9XkpruTREVj6yWRT7G+mtJilsl4yBb+JickfHKbgNzExMTEx+Q2IFsMJfDshAWBxW1GrDZx93mbbeOZsgp67R3esxoau6aa4nGOndLfcZJLA/nZC13Sx/uZqi0t/773jNKoqC983qqXe8TbCN/YRvKqLxKaK9frrKySOrTH6+UPIdhldA13T2emgolVC13RSJ6K0HY3gsDuQnDuPFYiKhFpt0HfvOAvfP08tVcYWdtJ2uBPZYWH1+VnquSqSTTba70fbaBTrlONFZJtM+LoeJKvE2g5iMnCgg/SZ1ni19MkY/kf2NtvkRVmkMJvGNegn+uL2ghCgtJYnfH0Prj4fjogLQRIN5/nbBvDtDtF7zzi1dAVd10m+vUpu07x6LVPB3uECUdh2QcE14KO03Dpbnzy2xvCn95N6J0r6ZIzsuXW8u0IED3fiGvSTu5jA1eclctsgiteGpmoMf2o/yeNrFJdzWFwKbYc7qWerJI+t4uwzYvsyZ+Ks/mymeb9c/T5G//gQoiJha3NQWsuTvZAgc85w8XePBMhOJrfeXx0Sx9bovKWf2W+eppq47HHgHQ8y8NBuZr99lvB1PVjcVrwTQbLnti7+uAZ8WFwKslNh+NP7WX1+DmefF4tLoTCfQbLLKG4r9nYnuQtbO1kuUc9X0VQNta7Rc+co+dkUC9+/gFZTsXitRG4bpOP9/URfnG/5nGiV8Iy0Mf2VE0z8+dUUZjM7HiNzbh33oH/H901MTEzei5iC38TExMTE5DcgOy3497c35943owTsWAN2ln4ySc/do0x/5SSNQo3Scg610mDg4T0sfO889dxlYzj/vjCB/e1Mf/UkkQ8MkjmzfWZ4cTmHNexk6LG96A0dQRJoVBpoDQ29fNmZPnshib3DhbPXg2ckQPzXS9QLVZzdXgIHO1j56TSFuQx9D0wYldP97eQuJI0Z+nwV3+4QbYc6EQRj/jt4NEKjVCfg9yHuEVl9bmbb8wsc6CDx5irOHi/2Dhe1jCHubSFD9LsG/VSiBbS6ir3TxfIz00aFfQNBFhn6xF567zUy7zeLUkeXTpD9gQAApEpJREFUG+9YGzPfOL3luNnJBO4BH8WlHFpdJfHmKiOfO4jFa2uJ8mt5Tl4bpdUC2fPrNIoBo3NgJk3j+h5WfzaLWmlQjhbITaa2fNYWclBNlen9yJhh0LgJyWGh4+Y+w61/E7qqI9lk+h/ezeqzM9QLNQRJwNHloZ6tYvHacHS7ke0Ksk1G13W0SgPPaBuOLjfOHi+z3zzdNBTs/vAw8VeXt+TLF+YzzH/nHJEPDaF4bcguBXWTX4DssFDPbd8O7xsPMvO1U1t8JrIXEs2xgMp6iXq1Qfftw6BhdHxsPCf3kJ/IB4e45MYn2y103trP0tNT5Kcv38foi/N0vL+f0LXdLc9/M44uN/nJFP4D7az+bLbl8/VslYXvnqf3nnGCV0dIvGF0CrgGfHTc3MfKs9M4utyolQaiRdwxFcF4TzXj+ExMTP6gMAW/iYmJiYnJb8DiVIjcOohabpA9f7nKaQs7GXh4N1a/jf77J6ilK4x+9iD5+Qyl5RzltTy+PSEGH9lDo1hHrTawBZ3ousbkl46jlhromo6r30dhPtN6zI2W8EapTjVVbhreXcp+F2QBwSKib4ibxFurdH94BNBx9niQHBYqsSIzj5/C4lKwd7pInYrh7PEQuXWAwN52yvEiniE/6TPrLYZpFq+Rg7789CQ9d4/Re9/4lsQAe4cL30SQ6cdPUYkXCV/fQy1Tpl6sIshic4a/sJChkizhWC9tEXt6Q2P6q6cY+5ND7Pp315C9mEQt13H1+6hlK8w9cXb7Fn1NR5Al+j+2i/TpOJJNZv675+m+fYjp2fSW7QEC+9qZ++452va3Y+9wEX91qXkOYHRDDD6yh0a5QWmTE741aKf3/glqyTL2DifjXzhK8u1Vatkq7kE/1qCDpZ9MtcQagtH90CjWqcSLjHzmALquU1rOM/ftM1STZWSXQujabvx7wsg2mVq6wsL3z1NcNI7d+YEBOt8/gFYzTOga5Qapk9ubMJbXCqDpNAo16oUarl4vl7asxIoE9rdvWVQSFaNrZSdTydSJKAMP7wEBBFFg8ssn6LlzhM4PDBgGhKJAaTlHvVBD8Rpt8pLDQvJkrEWsXyL64jxjf3oYi0fZugAhQPtNfcRfX0Grqtt+HmD1+RmGP32AwIFOY1FtJc/8d87RKNYJHOygsJSl7XDntm7+AK4+H/V8DWvAGLXR6qrx3ARjlEOymn8Wm5iYvPcwf7OZmJiYmJj8E7AG7PR8ZIzIrYPUclVkh4zsUlC8NkRZRLJZsAWdAFi8Cv69YdCN7gBrgKawqOUqXPxvxza2sxoO8HePUlzOkXhzBa2u4dsdwj3oR1N1Fr5/AWubna4PDpF4a5XMmTi6Dr6JIMOf2MfiU5NUEyUaxTqyUyE/myZ5IorVZ0N2Kwx+fA+1bIVGsY57OIBW05h5/BT1XBVHtwdBEIi91OoTUM9WmXvyLAMf283ijy4Q+cAAo58/uCHIG7j6feia3hTkjVIdR7eH+CtLtB3qYPbrp5uGhe4hP913jjD5pR18AzTdcHq3iXiG/ag1lfTpGI1cbdtceoDgVV3NWXOjqjyAZJUQFInIbYOs/nyuuVAgSIIxWuGQGXx4N4IgMHXJvE8wugzAcMKf/dYZIrcO0Pm+fiMKL+REa6hU10skT0SpxIqolTrtN/fTc1MfarXB3LfOUl0vbT3HjTjCzNl1Y2FlwM/Spgz7RqHG2vOz1NJl2m/so56r0n5DLyBg8duoJkqsv7ZELVs1HOgVaccIPTCM67SGysW/O0bXh4ZwD/rJz6YpRwvYbhtEdlpaFiVkh4XaNnGEl7g0vqJ4bSw9PUk9XWH261u7LXrvG282ZjQKNdY3FlK2Y/3NFYY+sY+lp6coLhqjL9agna7bh2kU6/h3B6llt1+AgI2fIXTQdGqZCqmTUTwjbXgngkh2409ay2gb+dlMSwIBQOetA2TOrRPe8Nqopsqs/WKe1Ikouqbj2x2i67ZBrG0Ow6TQxMTE5D2CKfhNTExMTEz+iVh9NvDZcHS5t32/XqyhNTTQQbJJyLbLRnoWlwIYQkoJ2HF0ugjs7yD60jyrz83g6PXQcXMf1qCD5MkostNC9kKC/gd3YXErTH/lZMtYQPp0nNxMmoGHdjP9lRNGnnzBaM+3Be2oNRVb0MHsN043W5xll0L814vN/QQPd7L2y/ltr0WrqlQSJRqFOlpNoxQtUFjIIioSmWenaeQvV2ldAz7UaoPAwQ6mv3qyxesgP5Ommiqjlt4lYjBdJnRVF7GXF43qvWgI5tx0aov/QduRTlB1Lvz1Wy0LArJbYfSzBwkc7sDZ46GaKoMgYHErJN5eZfGHF+m5e9QwSdw4vcCBjpYWfq2qsvzMNIgC3l1B1IaGq9eLWlFxD/gI7GtHtltY+8UcqeNr9Nw9SvddI0RfnG92aAiSQNthI1/+UhdB2752Fq7okLhE8tga4Wt7yE0m0DHSHTJn4i1mjdlsleCRyI4eAgD2kJP0+XX0hsbKs9P0P7AL14CP5PE1Vl+YZfDRvay+MNuccRes0o7fYzA6ABS/jXqhRnGHhAKA0koOz3CAWr6KXtdolOs7bquWGySOreEZDhjJAG4Fra6RPL5Go1gndE3Xu6YBIEA9W2Pm66dw9nkZ/tR+oi8tMP+dc+gNDVvYSfcdw3TfNUItXTE8BGwynpEA2QtJUidjdNzSTzVT4eLfHWv5ecqcjpObTDLxb67C1uZ4l5MwMTEx+f3CFPwmJiYmJib/m6g1lUqsQKPcoLiUIz+dQlREwtf24Oh2Y3FddgZXPFZGP3uQ0lqe2W+cbgqc0mKO2W+ewdHjYeDBXVSSZZw9XjRVJXsh2SJOmsct1cleTOAda6PtcATJJjP7jdPUc1WGHtvH7DfPtMwzKx5rizmb7FSaM+LbUU2VsXisaDUVe8jJ+q+XqOdb27EFSaD9xj5yU0nKseK2xobVZBlbu5NKbPvMe3u7i2qmQmklh29PGO94kNJantHPH2L99RVyU0kkq0zgUAfesTYm//74lup/I19j/rvnGPn0AaxtduJvrFCYS6OWGkh2ma4PD1Mv1IzOA1EgeLiTjvf1M/mP72x7TsEjEaxtdmqpCoIg4Ii4Ka8ViP5ynp67Rg1DwnyN+K8X8e0J03FLP4IAWk0jfS5uZM3r4NsVwuKx7hiviA6VRAn3SBvxXy+hDTW2dFwAZC8m8e8Jkz61ta3f1u5EdllIvW14TOiq0X3h7PXSfkMvoiJRXM3R/7HdaOUGlUSJeqFGPV/DFnZuqYaDkQ6QPh3HGrAjO5UtsXiSTcYzbnzvVp+fpTCfIXg0gmcosMVn4BK+iSCxV5aorBcZ/uR+5p482/J9zF5IMPHnV+0YR+kZbSM/Z4xsBA9HmPv22ZZ4yUq8yPRXTzL4yB5S70SR7DL1XJXEmyvoqk7HLf3ILoXksbVtf560qkr81SW67xhGlM05fxMTk/cGpuA3MTExMTH536S8mketqSz+4ELLTHRuMoV/fzvddwwjiAKiIiFZZURFYu3nc9tWM0tLOUqrBRZ/dAG10qD3nnGyF9Z3PHZ+Ok3f/RMIssDiDy5Sz1WxeKyG6/lmUSwKaPVWkVwv1FD8Nmrp7duonV1uLG4FUZFY/NFF+h7Yxfrry2QvGMZtjh4P3R8eQa3UcfV7KUeLKAE7tVSrcV7izRUitw0x9+0zW46h+G1IVhmLSyF4tIvk8TWSx9bwjLRh9dqQbBK9944j22XKsSL1XG3LvHzz3i3nqRfr2MNO+u+foFGsozU0ZJuMZJOpF2v494SRrBKyW0FSZEY/e5CV56ZJn1kHTccRcdPzkVGjG+KVRRJvrTYXMRw9HnrvGWfpJ1NE3t9PYT6DxWUl+uI8jh4P7gEfsZcWm+dj73Th2xPa8XwvIdtlln863ZzB3+57kTy2ysDDe9AbKplNbvmOiJvIh4Yox4rYOw3xrgTshK6KYA04UCsNku9EkawSbQc7WX1ugdQ7xsKA7LTQ/7HdRH9xRYfCkQi2NgcLPziPa8hP6Npu1p6fNZ5XwE7ktkEA1HKdWrqCe8BHbipF9JcLDD66l8zFJHpdBd1YjAjsa8fituLocRPY305hOUt2Ktki9i9RS1foe2CC+SfPtXx/rUEH4et6mP3maWSnBUEWWsT+ZtZenCd8Qw8L3z3fvKbwDT2Er+0GTd9xQQKMSMWO9/WjuE3Bb2Ji8t7gPS34f/nLX/I3f/M3XLx4EavVytGjR/nbv/3b5vurq6v8p//0n3jjjTdwOBzcc889/F//1/+FLL+nb4uJiYmJyT8j9UKN9Nk4WlXd1gAtfTJGYF87qz+fxeJS6LilH4tLMYzWdqC4lMUWdlJcyFJeyyO+i5mYZJWQ7DLVRKkZDXdJ3Lag6YYp2UYEnr3ThdbQ6L13nJVnZyhvzNw392uTkZ0KFo8NySEhKhKz3zxN28FOBj++FwRQAjZklwW9aqGwmMXiUWgf6MHitbL6s9lm5biaLNOo1Bl8dC9LP540ugoEo2Ibvq6HSrxI+myczCYhlnhzhdTJKOP/6gjLz0yRm0whWiV67hp91+dxSSTKdguy3dLynmTbeh+tATt99+2i6/YaaDrixuJA9BfzW8zfSks5lp66SMfN/eiajuKzUdiIYSyvFeh8Xz8xLgv+8HU9rDw7Q+iabhwRd9PXoOWcHBYkh4XyWgFbuxNxw1PgSi5V7cf+9DDBo11odRXBIlGJFZl/8iw9HxkjdE0PkiLjnQgaTv2CIeo7b+nH4rOi1TXym0wNG8U6c986Q/i6Htpv7AVRwBZ0IMgCWk1l17+7GnRDMAuCQPLtVXo+OrYldcIadND/4C4yF9YRRIHhx/aia7phHBkvEn9liXqxhqvPR/i6bry7Q0zt0FkR//US/oPtDHxsN7VsBbXSQPHb0DWd+SfPolVVHJ1uilfEIG6mHC3g6vOx+z9cg1pTke0WLC5j4aqarSA5ZKwhB7qqb1mckmwyojnDb2Ji8h7iPatsn3vuOf7jf/yP/Pt//++55pprUFWVycnLZjmqqvInf/InBINBvv3tbxOPx/mrv/orLBYL/+E//Iff4pmbmJiYmPw+odVV7GEny89O77hN+kwcxWcjey5BbjLF+L8+iiCLTYf4K5HsclO4Zs4liNw2SH5qe+fy4NEI1VQZxWdrtmfXMhXsYdeWbXMzaQIHOvCOB6mly2ROx0ifhrZDHVje18fi942uAmvQTs+doyw/O41okfDtDtF+fS+CRaS8lqeWreAZDmANOaisF5n8++Mts/aSXTYM/5662OwecHS6cfV6cXS70aoauqZRSZRY+skkXbcNkfnJ1JbzdfX5SB5ba87Za1UVi1tpLlpciWiVEC0i9UK1ZYzi3WiU6ob3QlU1xJ4kUs9Vib2yuO321WQZURFplOs4+3ysPGtEFuoNjdJqnsD+9qabvmQzWsrjry3R/8Auw1F+U2u8YBEZemwvhYUMCNB2qBOLx4ogCduORtjCTnRVY/qrJ417sBGjiG50JshOC97dIbSqyurPZpr33tpmp/vOEZSN9vzNYxxqpcHai3MA+Pe30/ORURr5GsXlHGsvzFHLVBBkkbYjnQz/0QGmv35qSzu8YRpZQxRFpr58oukzILsVej86hmARaeRrZM7EyZ5fZ+SzB5EdlhYfiEvkZ9OErumisJwlc3ad7juGWX5mqqUbQK02kB3Kjs9UVCREWUTx2VpeL8eLlGMFOm/qIzeVQrSI2MJOEm+vNVMM2g53Xr6vJiYmJu8B3pOCv9Fo8J//83/mL/7iL3jwwQebrw8PDzf/+5VXXmF6epovf/nLBINBJiYm+Lf/9t/yX/7Lf+ELX/gCirLzPyQmJiYmJiaXEAQBxO0FWhNdb2bcA8RfW6LtYAeJt1a32SE4uz1Gyz9Qz1VRKw38B9pJn2id3/aMtaHrMPOVk0gOQ2QvPT1JNVmmnq/i7PFQ3BQxF391iYl/fZT5755r6TAoLeWwd7gY/eND1NIVatnKZbEuQPcdw0x9+QSiIuIZDuDbHULx21CLdWYeP73FWE8tN1j68STtN/Wx9NRFum4fRgnYKK0VWHr6IoW5DADuQT+9HxlrOcfNBPa3tzjbgzEmEdjfQepEdMv2nbf0k5tK4R72v6vg1xpqs90/P5chP5Omnq1QWMjg39NOxy19RvTcDlRTFTyjAXKb4+NEgVq2Sui6Hpz9PlLH1xAk45k38jWWnrpI70fHqOeqlGNFFL/NWHjJVZHsFoY/tZ96vkZ+Nk3X7cMsX7EAIioSXbcNIlokPKNtBK+KoKs6ggAWrw3JKdMo1RFFgZkr4gyryTKz3zjN+J8dJXi0k6Ufbe00gMvJApJFarnvekMj8foK5WiB0NEIyz9uPTdHt5t6rkb8160O/Y18jfknzjLwyF5mvnrS2Jeqs/LTaSIfGDQ8LLZ9Pjr+3WHc/T4ku4XgkS5WNi2oldcKdH1oaEcTw+DRCLKrtbujlqtSXM6Rn0q1fndEga4PDaH4bTSKNWSHZWP0pfXzJiYmJr+vvCcF/7lz54jFYoiiyD333EMikWB8fJy//Mu/ZHTUaAU8ceIEo6OjBIPB5uduuOEG/tN/+k9MT0+za9eu/6VjqurOfxiY/J/l0r03n8HvP+azfG/wh/YcRYcEuo5vV6g5G30lntE2or+cJ3x9j+F8nq/RdrCDwmK21chOgJ67Rkm8vdZSwV5+ZoqJP7+atoOdZC+so9U1PCNt1LMVlp66CIBaarD4o4t0vK+fxR9cYOW5GQYe3k36TJz0qTh6Q8M97KewkN12nKAcLZC9mCR9Ot7S3m/xWFECNnb/h2vQNR1REZEchhiqp2pbWqIvUU2WcXS62PVvr0ZURLRKg4v/460WE8H8bJrSap6Rzxxg9YqqveK3Ye90bTFvi7+2RN+949jbnSTfWaMSL6H4bXTeOkAtUyH9ThTFb8MacqCWG2gVlWq6THExi7XNgbPbQ/y1JZLH1tBVHe94G+Hreygs5ui4uY/1N1ZoFOsIFhG9vn0HhjVoR7SIWNwKo398CDCq+fFXl7n4xbexBuz494aRbHLTI+GS6FYCdqx+G8WVHO4hP/PfPsP4vzrC1FdOgqbT8b5+iktZhj65j/TpOPVsFUeXG/dwgOJSFp8/hHciyPwTZ5v3UlQkeu8bxx52kjwe3VYE66pO/PVl/PvC+PeGt8yxt9/chyAKWBwWVl+Y2/a6i/NZ2q/vRbSILc+x7XCkJVVgM1pdoxwtYO9wNWfui0s5bCEHssuCs9eLPeREkEUq6yUEWUDxWSlHCwiiQPy1ZdoOdxK8qovEWyvN70jqVIyBh3cz9+3WxQ1Hr4fwjb3oQuvvoEaxhlqqb1ko8u8NY293YnEpaHUVxWsD4Xfz99cf2u/W9yrmc3zv8Nt+lv/U474nBf/SkrHC/Nd//df83//3/01XVxdf/vKX+cQnPsFzzz2Hz+cjkUi0iH2g+f/r6zubI+3E6dPbr1Kb/MthPoP3DuazfG/wh/Qch7oGCAYc5CaTWwzaXIN+JLuFyAeGSJ6IIjkseIYCqFWVgYd3o1YapN6JofhtuHq9rL++3GwvvoQt7KQczbP4w4uMfOYgay/OsfiDC1vEcC1dwRZyYHEr1PM1Fr57nq67hglf20MtXUZyWFh9bmbH68icXcc7EmgR/O039rKWjpFMJbdsP+jrfdf7olZV0mfi+PaESR1faxGJzW0qDTLn1vEMB8htjC0IkkDvPeMUFrLYQg4qm3LuveNBZJeCIIl0fmAQ+0ab++LTkxTns7gH/Sh+O6WVPAICS09PNr0NBh/Zy/RXTlBNXl6kyJxZJzeVYujRvUw/forej4xRmMsQvKqL9V9vzZS3eKzYQk7KsSKVaJHU8Sj5mTQd7+tDV41IxmqyTOZ8AteQn957xpn52uWowlqqTC1VpuejY8YihN9O5nyiuXAiSALlWJHUqRjesSDWkIPSap7kO1EGHtpNo1hn6UcXW85Jq6nMP3GWiT+/itLa9tV7gNJKnuDRCKHreggeiZCfzyBIAt7RNsqxItFfLhA8EtnWwf4SlXgRxW9vcfa3OJVt/SsuUU2WsXgUype0tgC6rjP6uUOkz8Zx9Xgpx4uIVglHhwvZqZCfTbO2sfCQm0wSPNrF8KcPIAggWCQ0m066mGH4zw5QWsyjFus4+jw0bDrnZs+jaZe/a7IsMxQaAFGg954xqskyyeNr+Pe1Y3EpxojEpjWS0A3dWPa4WU2s7XhNv03+kH63vpcxn+N7h9/1Z/l7Jfj/y3/5L/zDP/zDu27zzDPPNH/J/+mf/ikf+tCHAPh//p//h5tuuolnn32Whx9++J/93Pbu3YskmY6uvw1UVeX06dPmM3gPYD7L9wZ/qM9RLTUY/fwhkm+vkrmYRLJIBA52GNFu6TJrL87T/+AuYi8tNB3PJbtM562DOAe8OCIeBMA95Me/vx00EG0SoiSCAKJFov3GPhqFKrmLW8X3JXRVp/9juw1RLArEX1ti4TvnQYeOW/p/w1W0VoZ9e8JIdgv+moXISAeiXUYQBRqFOlrVWGwIXddN8u21LTF5giQgKRKCJJKfTlOY3ybLXTAEvLPXi2+3UXlOvL2K4rWRPhWjuJil/aY+Fr5nuK23He7E3uFi9hunL49QCNB+Qy+eoQDF+Syh67qJ/3qRtkOdJE/EmmLf1u6klim3iP1LaFWV5DtR/LtDLD51kYGHdmNvd6IWaqROxZq3xRq0M/DwHgRBZ/X5WaqbFiKiv1pg5LMH8e0OkToVM2LjvnEGR5eboU/uJ3MmTjlawNpmx7+vndxUCmePB2ef10g92GDp6Un67p+gUawhiCIWj4KwO4RklcmcX6e8Q7QhOhQWcyh+247xh9aAjcSbK01fCFEWN7LqLTTKdWMBSWDHVnkAi3drxGAtV8XaZt/23gLYww7Dp2ADz2gb6DD7zdN03znC7DfPNPeZBESLSP9Duy93BeiGiWPizRX8+8IEj0ZwBb24Qh4AXB3eluO1RVoLOmqxTnExR+rYGtVMBUeHi977JhBlkekvn9hyvuuvLDM0tJ8DBw5sez2/Lf5Qf7e+1zCf43uH3/azvHT838TvleD/zGc+w7333vuu2/T09DQr9ENDQ83XFUWhp6eHtTVjtTYYDHLq1KmWzyYSxj+4oVDof/ncJEkyf2h/y5jP4L2D+SzfG/yhPUfJLYHbStftw7Tf3AcIVNaLqFWVWrbK4Mf3sPD98y2iSC03WP6xIfDysylsAQeJY2uUVvKG6/nxdUNwbogvZ58X/+4QssdKY7sqrCigNzTDnG9/GMEqE76mm9BVXeiqjuy0IDssO87Mtx2OYHEqdN0xvJESkGHhe+eRFJGxf3WURqlOOVpk5dnpptO+dyLI4KN7txjSha7uBlEg9qsFwjf0IjuvmIkWBQY+toviUo65J842Dfnab+7H2eth+isnUEsNSit5ej46RuyVRXy7Qsw83vpvNzrEXl6k74EJ2t/Xh+ywIEqGIWLq5OX2bWePh9xMmp3IT6foeF8/qRMxw5NAEOj56Bgd7x+gmigh2WQ0VWPpRxepJMvGPH6+Sm4yheS0ELl1gHrW8Ftov7GXuW+ewdnnxdXvo7icQ1QknH0+EKGWqbD+2jLesf14xtpavhNaTaW4ksPZ6Sb6qwXK0QIWr5XQNd3494TJnj274zVkTsXofP8AuQvbLwi1HY4w/8RZ1EqDpR9dZODje9AFjMSEkQCoGrnJJL5doS1dJmAIcVefD/+eMOtvrqA3NESrhCAJRG4bNNrrr0Cyy1gDjubiiOxS6Lp9mKWnLhK6ppvln0xtWUDQ6hqLP7xI9x3DzH/nXOs1nl2n89ZBpH9iolI1XSbx1irRX8w3X8vPprF4FPR3sd2I/nIeV68X2fG7N8v/h/a79b2K+RzfO/yuP8vfK8EfCAQIBAK/cbs9e/agKApzc3McOXIEgHq9zsrKCpFIBIADBw7wxS9+kWQySVtbGwCvvvoqLperxdzPxMTExMTkfwVBEpuGcZqqUZzPUIkVcXS6dqyArj4/y/Cn9jP5JcPtPnCwg8Jsesu8cXEhy+y3z9B//8S2lcm2Qx1kzidIvLlC4EA7k393zBgxEKD7wyP494Zx9nha5qkvYe9w4erzUstUUHw2Yi8vUJg1Wr77H9hN9JfzuAf9zWo7ADpkzyWoxIv03D3K3LfOYPFYCV3bjeIzqvQA6dMxIrcONs36ADpu6iN1KkZ2U6Z8PV9j+ceTdH14GPdwgMypOOuvL+Po9tD30bGm+/12JN9eo+/BCea/fRZXvw9dp2UGX6trSMrOf5CJVrk5cqBrGhangqZqgM7sN09vMWWc+9YZbGEn3XeNoHhtrL04R24qhaRIBK/uYviT+0keXyN5bBVRlvDva8casLPw/fMMPLQbBCOSr7CYxb83TG4yiaPbQ9eHBqmmKsw9cVk817NVVp8zXPdD13Wz9KNWI8NLKF4b1UyF7jtHWHl2unnOgmQY0+UuJlrE9fpry/TeO87yT6ZY/vEkw5/cz8KPLtJ3zxiV9WJLp4BgERn+9AGsfhtddwwTvqEHra4hKhIWt4JaadB95wirz882uz1sISOuL3U6jmc0gKvfj3e8DbXaoDCXof363pZxjc00CjVEq7QlkUHXdIR/QmyerumUowUapTrRbfwFJIeF8urO0Zj1XHXj+ZuYmJj8fvN7Jfj/qbhcLh5++GH++3//73R2dhKJRPjHf/xHAG6//XbAMOgbHh7mL//yL/mLv/gL1tfX+a//9b/y6KOPmg79JiYmJib/29TzVRZ/eJHchQSOLjelDaM80WpEhjVK9aaQqeeqqNVG0+3etyvUIvg2U4kVEWWRno+MsvbiPI1CDclhIXR1F4rPxuIPLwCQPhnDFnYaIluH5Z9MYe9wYQs56HtwgvxUmvTZOOjQdrADR5eb6a+epJ6tIrsUwtf14B0NUo4WyJxbxxFxE31pe2O2aqKMKItM/JurECSBxacuIsoiFo8Ri1bPVmmU67Qd7iR5bA0EcPV5if5yftv9rf18juFP7idzyqgyl5ZzZM4nqO5gEAhG1VzASEsoRwu4h/wt8/+5ySS9Hx3fYlZ3icCBDtIbVW1Xn4/CUpaVZ6aJ3Da48zHTZWSHhQt/+1bT1b8BrDwzTaY3TtuhSDNOrhwt4Ozx0HP3KLqm03f/BGg6K89MM/JHBwjf3Iury0OjWGdlB5+FxFsrTHzhKhCBK7WoKBC8uovE26uotQZDn9yPVm2g60ZlPvn2GplzrR5F5WiB4mKW3KTREbD49CT9942TOhElfH0PkiJRWS9hbXPg6vNuRAaKCIBst9CgjlZTqcQKIAg4B3yM/ekRtLqKpEhGV4ck4N8bht0hyvEi0189Sc9dhoGyrr27oNbqGsIVCRi+ieA/SfDXMhVmHj9F5/v7tx1PqMRLOLo9FOYz237e2eMxPBlMTExMfs8Rf9sn8H+Kv/zLv+TOO+/kL//yL3nggQdYXV3lq1/9Kl6vMeclSRJf/OIXEUWRhx56iL/4i7/gnnvu4c///M9/y2duYmJiYvJeoBwtkNuYzW4U6zg6XQw+spfej47Reesgw5/aT/uNvcZ8viK1GtrpRhTaTtRyVeydLro+OMTgI3vpuXOE4mKWxR9caC4iqJUGotz6z3zqnSi6puOMeGg70sngx/cw+MhuatkKF794rJnP3ijUWP3ZDGrFEOmpUzGjerxDNRYgN5Ni+adTlNeLhK7pxhp04B70Nd9feXYa2WFh6FP76frgEI1yfcd9aVUV4Yoc9WqihCPi3vEzjm43ktNC4GAHuekUolWm4339zffVcoNKomTkrF+Bs8+LLeigtJwjcKiD5DtR8tMpwtd1kzm7jm9PeNtj+vd3EHt5YdsIv+JiDtEiIrsvFxGKSznQdWxhB4IsUC/UQNfRGxqBPe3MPXkOQRRRSzvcGx2qqTL9D+xCdl3er8VjZeCh3ay/sYxWaRA8HEGrq4bZY7zIzNdObRH7YCQhbP6e1VJlph8/BYKANWDHHnHj7PNSL1Sp5aqoFeO8apkKyXfWyJ5PMPkPxzn/39/i/H97k5VnptE1jUa53qyOWxwKis+GVjPGBRwRN1a/DXvEDQiIO3VdiAKyTUbXjTEAUZEQrRLh63uRbL+5XpU9n6BRqiPI2/+pm59J4RkJGF0EVyBIAm2HI6y/sYJaN53UTUxMfr95T1b4ASwWC3/1V3/FX/3VX+24TVdX1280ATQxMTExMflfob4R/5V4a7X5mhKwI9lkZr91pkUc+ve303fvBOVonmpyk5gWDdFxZRv5JWSHhcp6ifTpOPmp1LbbuAf9LF6RYV8v1miUGyBUjPlri4ha04i9tLjtPuKvLuPbFUJvaGgNFdEq7ZhPr/hs+PaESby2bFSFgw7s7S4cPR5KSzkkq0x2MmksHvjtRG4b2HY/l5CsEsOfOUD6VJzcxQS6rtN2qJPEmytb3f5FwfAM0HT8e8LEX1tm6UcX6b13jIGHdrP681mqiTLRX83Tf/8EwaMRUidjaHUVz0gbarnO2i/m6LpjGNEisfT0RaPz4UgngkWkbV+Y0kqeamLTMxIgeLSTqX88seM15KZSuHq9ZM5eFtuZCwncIwHcg0YagjVgx+JRKC7l0Bvab65eC8ZzHPuTw82ukFqmQvSX8824xcy5dQYf3cv0107R+5HRHU34Om7uQ/HZWp6rXje+F6XlHCvPtnYauIf99N03wcqz03hG2lrHO4DCbJqZx0/R/eERLnzlLewdLvof3IVol7C22em7bwLRYnS49N03ztqLc7Tf1MfaC7Nbzi18XQ+yW2H40/upJssoHitKwI5oE3/jXL2mauRmU2g11TieIm0xlUSH9TeXGf3cQRafmqS0dNncMXLrILGXFykuZgkeiSC1Od79mZiYmJj8DvOeFfwmJiYmJib/0tSLNVafn2225l+i46ZeZh4/tUXAp0/GsLc7abu6i3qq0pxXzl5I4N/XTuqd1hl+2MiAlwxBFrl1gMm5zJZuAGevl0al0VIpFiSByAcHaeSr1FJltIZGbi6Nb6Rtx+vRaiqCJCK7FNKn4rQd7mT91eUt2wmSgHvQz4W/eavZYVCOFshNJRn70yOopTr1Qs2IdAvYjEQCSUB2WrbEGAK4Bn1ITgvZcwlyk0lc/T40VWPl+RkGHt7Dys9mmvPlit9G5INDpE5EsYedKD4bY58/RPL4GktPTxI8GmHw0b3G9VRUkiejpE9E6b57DMVrRXJYqEQLBI9ESB5fa4pmgOTxKEOPGYaE3XeOoDc0iit5JJuMf2+Yer6GIAtQ23IJxn2RRfRK6/UJkojisSKIInpYo/ejY8R+vYRkNf4kK8eLOCJuSqtb4/Ukm4yu6bh6fchuBV3TufDXb23ZTleNFIHQVRHiry3Tf/8Ei09dvLxYIwp03NyHqEgsPjXJ4CN7yc+kKK3kUfw2Agc7ufg/3t6y3/x0mvTpON6x4LZz8WCMb6jlOorPRjlaYPIfjtP/0G5mHj+Fb3eI7tuHsQbsODpcdN8xQmktT+9948ReXqS6XkLx2whd04170M/qczPNqEYA2Wlh+I8OoHvefY5flERsISdZEqy/tkzPXSMsbOp+AaOrpvPmfgpLObxjQTpu6gOMMY3lZ6ebMYlmW7+JicnvO6bgNzExMTEx+WeiEiuSeGMF2a3Qffsw6dNxHBE3xeXcjtX6+GvLOLo8WLxW+u6fYPEHF0i9E2XgoT2olQbZ85dN7ewdLrruGGb2iTM08jXKsSJDn9hH4s0VctMpJJtM6Oou7J1uZr/ZGtXT/9Buqskyay/MUdnIPG873Ilkf/c/BXRdp/3GXlaenWb40weoxEvkpy+LMEEWGXxkD5kLiStT/QDDy2D5x1Mtue2STWbkcwcY+uR+pv7nOy1dA4rfRuctA+iqji3kQK00iL18uQOhEi0SurYba5sdxWujlq2w+vws1oC92Z6t+Gx0vK+ftiMR9IaKIEs0CjUu/t2x5n4WvnMOW8hBz92jzD/Z6gTfRNPRGzqNYp35J8+h+G30f2w3qXeMxJ/EWysE9rWz/vrKth/3jrVtcZkPXd2FIBpt5oIksPzMNI1ync73Gx0PiWOrDD60m+mvnmxZDBEkI0M+/vIi3XeNUktXKG6KuruS8loB6/sHWHl2BrXSoO++iea9t7gUyvECjWKd4JEI0V/OE7y6i9A13aROxAyfhe0QoLiYIXLbUMvzvJLSqhE/WMtUUCsNqskSI58+gFZXyc+mjXENjxVb0IHis6LWNLwbUX2aqqHWVBJvrLSIfTBGY6a+9A4Tf34VVr99x+MDtB3qJPbSAvnZNJJdZvhT+8leSFBNV3D2eAjs70B2Wqhlq8w+tb0J4iXPAhMTE5PfZ0zBb2JiYmJi8s+A1tCIvboEQCNfQ62puAf9CLJILbNNhN4GjXwNrapSzOQoLucYfGQv9XyNWq5C5LZBIh8cRC01kGwyhcVsS/xdcSHL7DdOE76+h/ab+qisF3EN+tDKKoOP7CV7bp3kySiB/R0IosDs1y8vAmhVlfVXl/EMBbC4Fer5rWVqZ5/XmEW3SvTcPYogCnhGAoSv7aYcLSA5LCgeK7FXFum4qQ/RIra02wePRoi/srhFHKqVxv+/vfsOk6u8Evz/vaFy6qquzjm31MoBIZKIBowxGYMBMzY2zjOzO8Hr3dnfjL0za0/YWY93PIMzY6KBAWwTDQaByUk5dqtzzl1dOd3fH1cqqdTdAmywpNb5PI8fU1W37n2r3pbU577nPYeOn26j8dOrqP/kcpIzcVKzSZxlbrJpM+CL9M4Q7QtRuLoUe6mb4c3dRHpmSE7HGXiyA9+SIL7WIKH2SeKjEWqvXZpbJQdQVAWr13b4ooqZHXGoiB5AfCw6d3vAURTt8Eqyq8qHoiuUf6QBBYV0JEnRaRWEOibzzgtQuLaM2HAY3WWh8JwacyyqgqPEdfh7iKZz3RI0m47FZyM5GSOTyFBz1RISUzFiQ2GsBXZc1V5GXuw9ePMoC8o8aepzBm/+X6Rnhq6eGRRNofXL6wGY2j7K7IEp8ybRxkrcNQUoQDIUx9Pgx9scAANS4SRjr/ZjL3ZRfEYliqaSmIwtmJ0BYPXZiPTN5B5HemYId88wvXMUW9CBo8SVmxtV11B1DTicpp+YijHxzvw3HTLxNLHhyLsG/Fa/nfqbVtD1851M7xpjes843qYAgZUleBsDWDzm9R1lbmyFjnk7aJRfWIctcOzrCCHEiU4CfiGEEOIDYGSyZI9I5e9/vJ3qK1pQNIVsMsPE3AxpAOzFLhJTMaa2jeBbEuTAXdvR3VZz9ffxduo+sQx3nY9UKEnfL/bNeX82mWH4+W68zYWoVo2On2wz95qrZnX0JV9aj5E1OHD3jnmuDv1PdVB/8wqz7/0R47f67VRc3EB8IobFbcVe5GTs1X5GX+7LFdTLJjOkQubNjAmXFf/ykrxAzVPnZ/Tlvnmvm46kSIxF6XlkL7rTgu62kI6mCK4to+PObbnzgplFUHf9UoYzWaL9s9gKHRSdXkk6nCQ+HqX+phXYi4+9z9rqsdFw8wraf7I179ypSBJ7sWveFetDcwPmam9wfTkWlxWLyyyYV3ttGwfu3UH5RQ2kZhNmWz6bmWVh8dlITsexFToYfamP+EQUe7ELq8+GUqGaVe7jaWyFDlLhJP1Ptpv1Bp7tJDYSZuKtIYxMFluhg9hohKHnugDwtQaZ3j2Gt7kQe7FrTtu6Q9y1BUT7Z9GcOt6GAKgKkb4ZFFWh9xf7yKYyZNNZsiGz5V9o/wR1N7QRWF5M38GMDN+SIty1PmquaSWTSGOks3TcuQ1XlZfg+nKGN89N61c0BWeFh8FnDu/Lt/rtRHrNPfKJ8Rjtd25jyVfW54J2I5M1CxiqCqpFxUhn81oqHi05tXC3hkM0i4avJUDbfzmdxHgsV8TQ4rag2Q/fXLAXOmm4dSV9v9zHbMeU+V67TtkFdXiaC1GUd+8IIIQQJzIJ+IUQQogPgGYz93XPdppBg2o9WCwslcFZ4UV3W3Mr80cqObua4Re6ySazufT6I4+beGcQW5HjmHuJrX4z+O66d+fhJ7MGU9tGiA7M0nDz8tye5KMlxqLERsLU37iMxGSM5FTcDEz9drKpLPGhMDHDwOK2EOk1V22NdDa/gB0QHQpTuLo07zkjY8wbjB6SjqbQbBrJ6TjJ6TjR/ll8TQEyR1XwN9JZeh7eS8OnVpCYiqMoMPpqH1UfbaLpj1Zi8djeU6s2R4mbls+vJT4RJT4SwRZwYAs6cVf75twIsHhtVF/Vwtgr/ZR/pB5vYwDda8PmO9w5wB500nTrSmLDEdLRFKXn1WLz2wGF0Vf7UHWVoWe7Dn9HfSHaf7yF6qta8bUWYqSzBNeVY/U7yCYz9Dy8l+IzqnDX+vA2Bei6fxczeydy73fX+wmeVk7nfTvRXVbS0SRl59cx9JvD1wAzYC09t4b4RIyaq5cwtXMUI21QdZnZDs/TGEBRofqKVmIjYXp/sY9w9zSZWJqO/9iOvchJ460rmdw+ytjrA0ztGKXkzCrQVDMt/8AUhWvLKFhalFf9X7Vq1FzVmrcFwxZ0UNBWxOT2kdxzmWiK2GgE1aqRiadJR1Jk0xmifSEUXcXbGKBoYyVjr86tFwHmqvx7oeoaNr/jXbMBHEUuaq9rIxNLkU1l0ewaFp8dzbJABwEhhDiJSMAvhBBCfEC8rYVYNttIhRLUXreU/ifac4XIGm5eTv8THbmgWXdZKD2vDt1poeISszo8hoGj1J1L8wbIJDJEekN4mwILVu4vOr2Sgac65h1TYjxqvmeBSu0AGJCcTTD0XDe624rm0An3zDD+xuG96Zl42lypPVjN/GhWv51UJP+GhpE10Ow6mXj6GO/JD+5n9o7jqvYxe2Aq95xq1Sg5pxrVoqLqClavnerLW36ndGtbwIEt4MB3VLHC1i+tIz4aJTYWwVHkwl7kRHdbsX3ciaqqaDZt3v3cVp8d6xE3AQCmdo3irvLRed/OOccD9D/RjsVt5cBd2w+PK+ig6vIWun6+i0w0RcuX1lG4pgxboYNMPI3utGIYBtlUhuorWtBsOv1PDuBrDVJ/03KmdoySCidxVXopXFtKfDxKpHua/h2juWtM7xzFVeWl+Kxquu7byeDTnZRsqqHlc2sYfK6Lya3DqBaV8ovqOXD3jtyWgQTQ2TND4ZpSSjfVMry5m+6H9lC6qYaG9eUkxs2fcd1lZeCpDiI9M9hLXFR8pJ5MIsP0zjHKzq1Fd1oYePoAvtagmS3wH9tIjEWxBQ9mbMTSjLzQAwqUXVhPydnVeTcPAOxFTmwfQtV8q9cGR24BEUKIRUICfiGEEOIDotl1mm9bzfSecWY7JnN96wMrS4j0h6j6eLNZ2V1V0By6mV796F6i/WZFdqvfTvlF9UzvHmd6pxmoeZsKifTP4F9eTNn5tUQHw3gazf3Vof0TzOwbx1NXwMCT8wf8ANGhWQraipg+Ivg7RNEU3LUFRPpncNcWENo/gbXAkdeSzVXlxbckiMVjY2r73HMAlJ5dje6zmau3IxFshU4sPhslm2oYfPrAnOM9jQGzIv5RNyGMrHm9og0V5vh0FYvHRv/j7Qz++nCauKPUTf3Ny7F/QMHfocDd2xTIf979/oLATCLD2Kv9BE+rmNM94ZBsIoNx1OdOjMcY+k0nJWdWkZiKY/HYmN49RrhrGl9rIcENlYz8tpdw1xSaTSd4WgVVlzXT9cAuJt4aomBpEEeJi8hgiOD6clRNZWqe+Y70hYiPRXFWeon2hxh5oQd3jY+SM6oY2txD4bpyhl/snbc+wMQ7wzTcssLsPpDOMvx8N6gKFo8VX0sQ/+oSaq9ZQmo2gWLR6PjJ1rybPbrbSv2Ny4iNhPPqSUT7Z+l5aA9lF9bhWxpkZvc4Q890mm0Zd4ySnDY7WHibCqm+siW/NoMQQohjktKjQgghxAcgHU8x8c4wu//ldexBZy7YcpS6sfjs9D/WztgbA1jcFibeHiSbSNP+oy25YB8gORWn+8HdFK4uRXPqWAvsOMvc2Aud6A4LgTVlZmV9u04mlsJe6mLpH28wV+XtC9/DT80kKNpQga3oqOBYVai/aTmT24fpeWgP1gIbTbetYmrX4UDRtyRI0emV9D66l8l3hqi4tDGvkB2qQtn5dcz2zDCza4yyC+sJrCpBs2skZ+I4yz1UXNKA7jb3vSsWleBpFRRtqGDo+e45Yw2uLUOxaHQ/spf+JzuIDswy+Gwn4e7pvONiw2E679lBpD9kBoQnDHMbQ953NI/59oZHekP4lgSpurwJW4Gd6itbsBU5CJ5WwYG7thPunALDzLYYebGHod90UfnRJrLJDJNbRxh7tR9HkQtFhbE35u8cADC1fYSCpUV5j3WvDZvfjqvSa15nAeHeGRxlbvwrSqj/5DLqb2ij6rImgqeVE+meJjmTwFLgoOvenXMyO9LhJL2/3DfnZschwy/0EFxbnns8/sYAzV9Yy5I/2UDbf91I3Q1t75qeL4QQIp+s8AshhBAfgFQoSf+vzPZeqdkEimpWag+sKSPaN2NWPq8PsPff38ZV5WW2c3r+VHcDxl7rp+qyZnS3lf4n2mm4eQWJqRgze8YZe32AVCiBs8JD8ZlVjL3eT8k5NRRtrDRXXI+mKjjLPXTeu5Oqy5owDIP4WBTdacFdW4DVZ2Po+W6qr2xFd1jIZo3cuBRNoWhDBR0/2w5Zg/E3B/EtCVL/yeW5/feqTWfinSGmtpl7tNPRNJ6GAkBh8u0hQu2TuOsKqLysCVvAQWomjsXvoOOnW+esgBefWUVsLIKRzFB3fRvx0QieuoJcwbqjxYbCZFMZpnaP4l9WjNVrn/e4PyTNplO4roxsMrNgJXtrwdztD4cYGQPNav56Zi9y0XjrKnoe2jPvdozo4CyqRUV3WcgmMwTXV+AodTHyUi/Z5MI1H7LJDKp++IZDOpoiFUoQXF9udmtYoBAggGpRKTu3lpn9E3Q9uBsjlTVv4qyvwFXpof2nW2n81IrDN2EUsHhsZveFaMqsnbBA0G6ksnm1KlKhBJpVy6ubIIQQ4v2RgF8IIYT4AByZPp2KpKi9vo3RV/rpeWg3Fo+N4rOqSM8mIWtgDzqJDs4ueK7o4CzBDRWMvzlAzdVLCPfPED4wzcRbg7ljwl3ThLunqb12KZHeEEVnVBLpncnb+46mUHNlK2NvDJCJpuh+cPfBtOo2jKzBzJ4xCteXE1xbxtBzXaRmzBsJ/hUlzLZP4msJMrVzLC/YnNkzzsyecTS7jrvBj63Angv2AcZe7SO4rgwjbTBwsI96uGsaRVUoOr2Sznt3Yi9xUX9DG1M7x5jtnESz6wRWleJtLiTaHyIxGWP4BbMCfP0nlx2z8F8qlGC2fRKb34GiqlgOZhIcT85KL4PPHKD2uqUcuGt7Xt0FxaJSeVkTg7+eu81B0RR0x+EK8opi1mw4OrvhSJH+EPU3LScdTjG5fYTRV/uwF7soObOK2Y7JeYN3b3Mh4e7DbfPctQWomopi0dDsOt6mAKH9k/Ner2BZMSMv9jD5znDuOSOVZeyVPjKrSyk6rZxMPAOKWZDSU+8nPh5Fs2roTisjr/QdswAlRxRf9NT7zar92SyKKkmpQgjxu5CAXwghhPgApA+u2NoKHTiKXOz/0ZZcoJycitN17wxFp1dSdHolyZn4MfchW7w2HCVu7EUu2n+6hZbPraHn57vnHmjA4LOdZtE/TaX2+qUkpxJEh2axF7tQdZV0JEnZebUUbayk71f7SYxFMQxIR9IUri8nNhyh99F9uGsLKL+wHs2mYwvYia4qQXdYzH3288jE08QGZnFX+/KHlDEO9ko/fEND0RRKN9VgZAwUTSE+EqH9zm0EN1RQuqmWVDjJ7IEpfK1BkjOJvJsniqYes+CgZtOZ2TvBzN4JghsqqPhIPbrzOAf9hkHhqjJ0j5WGT61ktmPSbMtX5DpY2X6U+Fh0ztuKTq/E4s0fu6IqZreHefbUA6iaysDTB4j0HA7gE5MxnDU+Gj+zikwsjWrViA2FGXmxB0VTKGgrouM/tgFg8VhxlHlIzSZxuCxkrRrlH2kg0hfKa9MIUHRGJYoBk1uGmc/k1mEaPrUSBai+spXZzik67tx2+LNYVKqvaEH3zD8/uttKNmF+TtWmUbi2zKw5MBpBd1lxlLqxFthQdameL4QQ75UE/EIIIcQHoGBpEWOv9lN0eiWDz3bOG6COvd5P460rOXD3dupvWsH4W4Pzrl6Xbqoh3DPN8PPduOsKjpkNkJyKozl0DAPioxGyWXBX++j6+a683vLuej/1n1zO5LZhMvE03Q/tpuKSBsZeG6Dyo41k01kGnj5AOpxEs+sUn1WFrzXI+OsDC64w24ucJGfm7p9XLWaqf+67aStmcusI6WiKqo81M7l9hJJzaoiPhIkNhXGUuym/qJ5sPJ3XGQAg1D6Bf3lxXhZB7jMd9d2Mvz5A0YaK4x7w604LvS/vp+yCOmb2jRMbjmD12oj0zDDy217qrm8jeFoFE+8MYaSzqFaN4rOqKN5YaXZrOIKiKRSuKWPstflb1Lnr/Yy83Hf4eItK/Q3L6H+sndn2w6v0rmofjZ9ehWEY9Dxk3jwqWFpE0cZKUGDgqQ78y4vxLyum896d1N+4nFDHBOHuaXSnFf/KEhITUVLh5MIZFwYYqQzR8Siqrs6ZMyNltldc8pXTUCyqma5f6CAdTZGcilN1eTPDm7txVXupvnoJQ891591cUCwqdZ9ow9tcKC3zhBDiPZKAXwghhPgA2ItdOMrdWAvseYF2HgNiIxEsHhuTW4epuryZ/ic6Du9lV6DkzGo0l5XJV8wgztPoN184BovbSjaVIdw9g73YRedj+3MdAg4Jd04x+MwBSs+tZeBJ85pWr1kUMDWbzGt/lomnGXq2i+R0nJIzqxl/e2jeGxjB0yroeWRP/vdQ5CQ+FcNV6c095yx3M/bGIMnJGIXryijdVMOBu3fk7eG3Bhw0fmolqVAi73xjbwxS94k24OC2iaxhVmxvLqTo9Eq6jmp9N71rDGeZ55jf14fN4rZR9dEmUuEEhWvK6LpvZ14hvK4HdlF1WRPNt60mk8hgLzI7GqjztP1LR1ME15cz2zVFfCT/56rysiazm8MRc1O0oZLxNwfzgn2ASO8MfY/tp+76pdTftOLgd2+AphIbCmOksyiKgsVjQ3dZaP/pFjz1flzVPrKJDP2P7ScTT9PyxXXH/OyKrqLbLYy82DP/AVmDmX3jLPnKacRHI0T6QlgDdrz1ftBV6j+5HIDp3WNzMgmMVJbOe3fS9qcb0IpcxxyHEEIIkwT8QgghxAfA6rXR+KmVJCZjxzxO0VSMrMHUthEy8TT1n1xGNpUFw8BZ4UXRFQZ/3Yl2aIU8CxafDUVT8vaCH+Kq8aHZNNLhJK4aH9lUdk6wf8jMnnGKNlTiX1ZMuGuabCZLYFXpgv3iJ94eoviMKuquW0rf4+2kw+a2Bc2uU3V5M6HOKTLRI9quuSxUXt5MNp4m3D1N2UX1DD3TSSaVxVnhhqyBatHovHv7nIJ9yckYkd5pnJXevPR0sgZdP99FcF05rV9ch5HJko6mCHdN03XvDvO7O5JxjA3/f0COMjfatE4yFKfysiYSEzFC7ZNoNo2CtmISE1H2/eBtPI0BGm5aPm+wD2a2wL473qb6ylaMbJaZfRNYXFa8TQGS4SS2dDbvZ8Pb4Kfj5d55zxXtC5FJZMwq/y/0mGn78TT2YhfVV7ViKbCj2jRqrl5CYjqGbtVJziYYfKYTwzCovrKFTDyNo9RNbHjuVg9HuYf4aBRrgX3ezA8A1arhqfNz4K5tJMYP/1lRLCpNn16Fq8rLzP4Jxl5foMtA1mBy2wjlF9Yf6+sXQghxkAT8QgghxAfE6rObVfEP9jifQ1Xw1BeQGI8QHQyj23XImi3mCteWYS90kpiOER+PUnp2NZNbh4n0h9CdFqo+1kzvL/flpVPrLguVH20iHU0xtX0UT30B2fkq/x9imD3gLR4rqk0j3DONv614wX7xhzISRl/po/LSRlSbhqqbxd0m3h7E31aEq8xNfDyGrdCB7rDQ96v91N+4jOhQGM1lYcmfbiATSaE7dLxNhWSTmblB+kGDz3ZSd8My9v/gnfwXsgbTu8coXFuGxWtlaHM3ob0T857Dt7R44c//B6SoCraAA0VTGD8wyNSOUVxVXrKpLL2/2JvbH+9vKyKTyqLNU9Ihk0yTSWYoPqOSAz/bZtZ2KHOTGI8y/GIPpZtqKDmrisCKEpLTcbMVoKIcs8hhJpbiwD07yMYP1wSIj0bo+OlWmm9fw+xkDCOdJT4WZfbAJKpVo+pjzWh2jVQkhaIpVF/VStfPd5E84uaWrdBB5SUN9D/RQeXHmnBWePJaTh4SXFfO0OauvGAfzNX7jju3sfRPN6DqGqkFbhgAxMfnv6ElhBBiLgn4hRBCiA+IkcmSCiUov6ieznt35AqQHVJ+YR3DL/SQTWRwVXtxlnsYfXOA2X0TeJsC2AudZFNZCleVEh0Om5X63xig+IwqJrcN03jrSmb2T5AKJXFWeHCWuVFtGqO/7aVgaRGGYW4tWIiiKSgWFVvAQc3VS4iPRdHs+b8KWDxWPA3mNoLZrimsBXZiI2G6HzT3feseKzVXtjL5zjCT7wxjLbBj8VqZ3DZMaiaBtzVIdGiW4c3d1N+0nIGnDhDaOw6YaftFp5UfPaycVCgJikLNtUsY+k0XySkz6HPXFVB6bi1GKsPYm+NUXtLIvu6ZOW0NA2tKsRUsXAzxeDAAb2OAyS3DTLw1lPeas8qLq7pg3u0ShmEw2znN4K8PUHFJI3U3LmPouS5C+yewBRzUXrsEb3MhutOK7gRbwGx1Fx+PHrOtnqKpecF+7nldNW/EZA36H28nMXE4IJ/eOUZgdSm2gIORF3uovqqVqsubyaYyZBMZdLcVq9dGciZB8RlVjL7cR/lFDXT8dOuc63ga/Yze1TfneTDbBcZHo2huC84KD5HeeW6aHfw+34tsOksmkUa1qLlWh0IIcaqRv/2EEEKID0hyJsH+77+NvcxN8+fWMrNnjNnOKSxeG/7lxcx2TOYVMvO1FmJxmW3YMokMqVCCdCSFo9yDNZYmPhKm4eYVRPpmKDqtgtHX+8lEUmhOC5l4GovPTnwkjKIqdN67AyNjUHFpI65q77zBUmB1KdYCO513b89ViVc1xUzFHglTeVkzqlVlZs84GFB+UT2aXaP1i+s5cM8OkuNR0rNJLD4bzkpzBTc5Hc/1XFd0leKNFURHIiz9L6cztWM0F+wDpGbi2ItcaA6d4PpyXNU+yEI6mmTstQHS0RRGOktiIkrdDcvAMFB0lemdo6RmE4TaJyi/qAGb38GSr6xn7I0BZvZNoDsslJxTjavKi+46/m35jqRoCsnZJPU3LWd61xjTe8ZRNAX/smKsXhudd2+j6bbVc96XCiVIhcwaABPvDKLadErPq8VR5CI5HcdR7sZyxGfNprOkZhNw8NxHdjo4xFXrIz42f32JwKpSwj0zpGYSecH+IdGBWYo2VBAbCtPz8B4abl5Bz8N7KTqtAmMszOiL+UF8xcUN1Fy9hMFnO3N1Gdy1BWbbxGNkIKQjSRwVbkrOqaHz7h1zXtddFtx1BaRmE+huK4oyt75FNp0hMRln9OVeIn0hbAEHpefUYC9yoh3R9lAIIU4FEvALIYQQH5BQ+wRG1qDs3FqmdowQWFmCYjGLonU/sHtOazVboTO3F9rqtbH3+2/n0qTtRU6qr2olFUniqvKBouCq9OFtDJBNZZjYMkxiMkqkL8T4m4O5cw4910X9jcsYfaWfUPsEGGbQGVhVSnBdOf1Ptue1hBt5uY/a65aSDieZ2DJs9m4/aHr3GO66Aoo2VFB37RL2/eAddKeF+HiUsnPriPTPMP72ENl4Gk9jgKLTK5nYMkRgWQmRnhnGXs2vLG9kDJIzCRpuWcHQb7oYedHca2712ym7oA7NaWFqxwiqTTdT1FUFW6GDgmXFzHZNUX5BPTa/4+DzTso/0kDJ2TVz+tf/IWUSZpaBZpv/Vyqr24az1EXXfbtQLCoFS4NmK8E948weLOQX6ZvFFnDmnzd5cOXcYyUdS5GOplDgYFcCg8RUDFuBuaqfnIkz/EJPrutD/c3LMQ5ugzgUXHsa/VRf0cLAb7rmHae9yIXusjD62/z9/xafjaqPNZOcjjPyUh+610b9TStIzSZxV/sYfaWPli+szQv47UVOogOzjL3RT/lF9diLnKgWjfh4lMRkDN1tzdWDOJot6CQbz+As91D3iTb6n+zI3TBwVfuo/GgjPQ/vITWbpOi0CvzLi82tNEeI9IXoeWQvxadX4msOYhgG8YkoiZk4rmovFpcNVZ+/ZoIQQiw2EvALIYQQH5DoYJiCtmLCvTM4y9wc+Nl2yi+qZ/CpA3OOVTQFb3Mho6/04V9ZwuT2kbw90dmMwcz+CfzLihl7c4Dp7aO4a3wE15QR6Z0htH+CwPJixt8YzDtvNpGh896dFG2ooOLiBjNQ1BSy6SyKpjK7P796ezqcJDkdR7NpecH+IeGuafzLi0lMxgisLMG/vJiBpw4QH4vQ/Lk1WP12VF0j0hei894dVF/RQs+je6n+ePO8QZ3Fa6Xrvp2kZg+/lpyK0/PQHhpvXYnFbUNzWuj75T7SkRRgpvRXX9mK/ajK7KqmorrNVe5kKEEmlgJFQXdazJXkD1EilCATThIdnCUdS+Gq8mH12bD5HXOOVTSVxHSMiosb0ew68dEI/pUlFG2sNNP0OyYJrCzJf4+qkJyM0XnX9txz468N4Ch1U3FpI7rdvMGRmk1w4N6dRHsPFzrsvHsHxRsraf3yeox0lmzKLOw3+kofgaXFTG+d2+IwHUli89vIZg7XV1BtGrXXtzH6Ui+xoXAuk2P8tX4qL2skuKECX2shqq7S8sV1jL3Wz+S2EVzVPia3jxDtnyVUOEmk37wpFVhRTOHacioubqDnP/fMGYOnKZDL8EgnMngb/bR8fi2ZeBpFU5jZO86Bu3fkfq76H29nYssQjZ9amQv6k6EEw7/tpfKSRvqf7CBxcL+/7rJQfmE92USG6NQMzkovqi6t/YQQi58E/EIIIcQHxFVtBhGpcIKh57tJTseJjYQpv6ieoc3dGAeL1ekuC1WXtzD2Wj9l59fhri2g/dB+ZwWqLm9GURQmtg6TGIviWxKk9Owac2+2pmArcpIOJ1FUZU7WAJh7oUd+24vmtBDpDx3cGx2h6rKmuYNWzLZ5/U90LPi5Jt4ZxrckSNn5tfQ/fSDXdjAdTtH7yD4cZW7ctQUEVpWg2S2kw0niY9Fc2v8htiInyal4XrB/pKHnu6i4pHFO0b5w1zTtP95C8+fWYGTMvvUWjxVV10gnzB7uiYkYutMMghMTMax+O1afbc7Kf2o2QWo2STqSwuKxorssWDzvb99/MhQn0j1D90O7c3MKZsBac1XrnKBf0VTqb1hO3+P781rraXad2uuWkorkfx+ZeJrUbIL+x9vnXDs2HGZmzxhFG6vMzzoVzwv2AYx0ltFX+8kkMwRWl2IYENo3wdirAyiKStmF9Qw913W4doBiBveqw4KvJcj0zlGsB+sEJCbj2AodeJsCWLw2Bp/pJD4Sof+JDpb+6QYGnmin75f7USwqwXXltP2X00GFwafNm1z+tmK6HthlVtffOsLk1hFKzq6m+soWhl/oITkVR7VpFK4pw1Pnp/2nWzHSWQKrSrAXOnBVeMlmsgw+28nI5rmt/mKDYSI9M1hXmAF/Opqi+PRKOu/ZkfdnIx1J0fuLfTTdtppUOIHutmEPOuecTwghFhsJ+IUQQogPiKfeT3RgFqvXngvsRl7sxbc0SP0nlmFks6Aq6C4r1oAdd40PRVfY9/13csFX2QX1zHZOEx2cpeqyJoxMFs1hMQNal4VsMoPVZ6fuhmUYhtnOzFig6r096GTkhZ684naqVcsLhHSnhXQ8s3ClfswAUtUVVKtOycYqZnaOHTyXSv1Ny0mMR5lpn0TVVYxMlqrLmxl+yVxl7Tqi5Z+jyEV0YG7l9kMi/bO56vVHS4USRAdniY9HGX25j+KNFRSuq2DirUFGXuyhZFMtiqow8lKP2SpQgYK2Iiova8qlvsfHo3TesyOvpZynKWBmDwTmrswvJB1J0f3ArjltEmfbJxl7Y4DyC+tQtcOrx6pVY/S1/rxgH8zAvvs/d9P6hfze9ulkmtkDUwtef+KdYYrPMAP+SM/0nNf9K0oIrC5lescog08fwFnhxdscID4WQfdYcVV5abl9jZlFMB3H6ncwuW2Y2FCYkrOrzXoOH2um896deVkaml2n9hNt9D++n8S42WawYFkxVp8Nza4TG4nQ96t9FK4po3BdOVPbzToCR/9sjfy2F0eZm5Kza3DXFRAfCTO5fYTO+3fm/hxMbh3BVuTCWmCDLHm1L442/vYgviVBVIuGalGZ7Zya90YYmFteKi9tYnr3GKXn1Cx4TiGEWCwk4BdCCCE+INYCO9lUlsR4FEVXc4HOzO5xZnaP56qnV1/Viqe2ADCDPmuBjcR4FNWi4ih1MfpSL3U3LiM+FiE1m2T0lb5cUO8oc1N3fRuuag/x8TjB9RWMvTK36rnFZ8Ne7EL3WHMB/8TWYYo3VjL8wuGV0mwyA9ks3pZCIn3zV0X3Ly9Gc1mxuCxoNg9Nn1lF72P70V1Wuu7fmVfkLbR/At+SICVnVDGzd5za65Yy9FwXiYmYmfpetPCqqsVjJXlwv/Z8ZjsmsQUc1H2ijYm3B5l4Z4ih33Thri1A1RUGjtw6YZjV5RMTMZo+vQoDOHDX9lx2Qu6c7ZMMPNFO1eXNc/aCzyeTzBDaPzEn2D9k/LUBitZX5Krmg5kuP7NnbP7zRdPEJ2OgKlhcVjS7jpHKmh0LFpBNZkA1i9XpR2UneOr9eOr9HPjZttz+/XDXNKH2CWqvW0rvw3tzq++awywEiGoW+osNhUGBhltW0nnvjjlbMjLxNL2P7qX8gjp6Ht5LJp7GXeej79H9pMJJXFVeSs6sRveanyOwqhQU8v4sHBIbCjPx1iBGOrNgdsn4a/0EVpag2XSz5eACFE012xECmk0jPhJe8NjYiPkZj3WMEEIsJlKxRAghhPiAKIqCo9iFxWfFv3yefvAGoCpmj/LBWZKzCTS7Ttl5dQA4K7yEu6YpXFfO9L5xjHSWkRd68lbwY0Nh9v9kC6nZFPv+/U3cVV4KlhebNxMOsgWd1F23lFQ4Qc3VrdTduIzSTTX4WoME1pZTeVkTmtO8528YZsDkrPBi9c8NeC0+G96WQrx1flLhJEbWwNMQoPHWlWTiaSovbaL84gYsnsN75mf2jGNxW5nZN8Hwiz0Un1lN/SeXU3FxA/5l+WM9UvGZVWahuQVYC+xM7R5jZt84ZRfUYw84CKwqpXB9GSMvzd/qLTYUJj4RIxVKzAn2D5nePUY6mlrwukdLzix8UyITT5M9KrjNJjPHrEyfGIvS/uMtZor7bILh57tx1/gWPN5V68ttVXBX+/KC4aKNlfQ/0T7neuUX1tPx060Hi/4dHGsszcATHRgZg/6nOuj9xT72/dtbxMcjeVkQR0rNJHKdEDx1fgaf6SI5HcdIZwl3TXPgnu2kw0mmd49RsqkGW6GDwrVl857LUe4mPk9HgNy1ZpMoipmFElxfseBxxadX5orw6S4rtqKFW1Pa/I7cz7AQQpwKZIVfCCGE+IDZgy5Kz60xU9CPTONWoPrjzQz9pouZPeN4mwLUXLs0V4hteq+ZBeCu9ZGOpBhaoKJ6ejZJbGgWi9tG14O7KT6jksZPrTzYc1zDUmBHs2rs+/7bpMNJdJcFW6GT9O4xMtEU/hUl+JcVk0llUHUVRVdITsWpvrKF0L5JpnaOgmFQsKyY4o2VZNJZ2u/cSnIyZgb3Liv9T7Tniuo5KzzUXLOEvsfbSRzsADC9d5yCpUEm3hoyU+7PriY2EiY2FKb6ylb6frkvb5W8oK0Ie6GTTDzNbPvc4oGKpuCs8uKs9DK5ZZi933sz9z5HsXvBqu8A4a4ps9PBQgzec8CvWTU89f45HQgOsRe7iI9GsB6cAzBXuDWnbm41mIct4CAVSjC8uRv/8mImtgzjrvHhKPcQGzxqC4SqUPnRply9AovXSsMtKzhw13ZQFIyMMbcbRNBBciaem6+jDf2mi+C6MiLdZi2AY23vAMimMnhbC1GtGrGjt2gYMPDUAcrOryU5Hafnl3tp+cxqMvE0U9tHcjciHKVuCteUkZyOM/76wLzXsRe7UK06iqoQWFnCxJYh4sP5N218S4M4yty5x4qiEFxXxujLfYdrFByh5Jwaxt8ZpGxT7TE/oxBCLBYS8AshhBAfMM2m4yh203jrSuJjUWYPTKI5LThL3Yy9PmD2uQdC7ZMMPdtJ1ceaKTq9goK2ItKRJKlQEt1hybUjm09sKIK3McDEO0OMvtTH6Et9Zpp31qBoYyWqVcsFwelIinTEDOYGnj6Au96P+4gAODkTJzEZQ7PpuBsK8LYWojst6E4L2VSGwacPkBiLYvXbsXhsdP98V95YogOzdD2wm9prlpiBJ2YLvpILagiuryA6OMv4m4O54DWbzlD/yeWkYykysTS2oJNI3wwH7tlB3Sfa8K8qYeqISvKqTaPmqlY0i8qBe/L3lU9uGaZgWTGKpiyYZq+7rOiOhX/lUTQF3f7efyVylnuwBhx5XRUOKTmnmoFnOnFVenMBfzadpeSsagZ/3TnneHd9AZYCO0WnVzL2+kBuS0Pf4+3UXd9GqH2SiS1DZBMZ3LUFlF1Yh6P0cICr6hqeBj9L/2QD4b4QtqCD+k8uBwWiQ7OMvzGILeAkNjx/dgNw8AbFETUMVGXeNHwAFPMGReWlTSQmY9R+oo3hzd15N7bioxGsfgdd9+0kE0kxtXOM0nNrKd5YiWrRMDBQdZXpPeM4S90LtumruLQh123B6rPT9EerCPfMMLVzFGeZG09TIapFJTowi70kmyvkaPU7aLh5BV0/30k2kcl9prLzatEcGiVnVM/bTUEIIRYjCfiFEEKID4nN7yAVSuJpDDDwZMe87fkm3hmi9NxabAEHWqFO2mEhHU2RTWXRnBYyC6w8m8G3lYLlxQw+fcBMwT64omnx2vL3jCtmwbVsMoNq1UiMRXFX+cgk0iSm40y8Ocjoy31oTp36Ty4n0jdDKpzEU+tH0VUqL2kktraMxHh0Tp/2QzLRFPGxKPYSF/GRCL6WQsCs1n6o3/whof2ThPZP4qz2EVxTSufd23PBupHJUnZeLSVnVhPpD6FZNVSLRqhrCk1X5w0Mp3eOElhdxsRbg3Ne0+w6utNCfDKGs8pLdJ46Bf6VJWiu997GzxZwUH9DG4O/6SK0fwIMc+tD2Xm1RPpCJMajeRn1qqZiZKHikgZGXuozOyzoKoGVJfiWBNn3/bcov7CepttWYSSz+JcVEekN0f9kO/YiF9VXtKDqKtHBMLrLimbJbyen6mZWh3U2SffPdxE/mGXhqvFRe+0Sxt4YwDbPdo1DLF5bXobD1LYRijdWMjLPXAdPqyCbztJ531aSU3F0l4Waq5cw+GynWQMAzKr/ukI6kqT+xmWMvzHA4K8PmKv7ChQsK6bs/DpUXSU5Faf+hjYGft1J5GC3Ad1lofKjTbhrCvKubfXZcVYZqFaNqe0jJCZj+NuK0T1W2u/aRuVFjXga/WgWDW9TgKV/cjrJ6RjZVBZrgR1VV9FsWm5LghBCnAok4BdCCCE+TArEBmcPB0NHMTIG2VR+1XxXtY/ERJyi0yoY3tw95z2aXUd3Wei8eweaXafuE20M/PoA3qYArkov9hI3yckY8bEoxWdU4ar0kkmksRe5zNX8qTiz3dOoFjOAHnvNTE+v+lgzfb/aT9l5tSTGY3TdvxMjY6BoCoVryynaWMngc3PHc0hseBZ7oRPNpmNkDSa3DKNaFy4XZCQzZOJpjIyBo8xN+cX1qJpKYjKOkcnirvIyuWOUkRd7KD2vNpcZcbSp7SM0f24NiYko4a7pw9+TQ6f22qUMPttJIpRgyRfX0fvoPmY7Dm4ZOJgqXrqpFqvnfQaBmoK90EnwpnLIGmTiacZeHyA6MIt/RXFeO0DdZSHUMYEt4KDh5uW5zI3p3WN03Wd+xwNPdNBwywoiAyHKLqgn1D5BNpXFWepmtmuKkd/2Elxfnlcr4UiJcbMOwJFp7JGeGbp+vou6T7SBcbh4nqvaS9Hp5mo7B/fIj715OK1+ascoFZc2mt0WNneTmjW3hRSdUYXFbWX/D9/JpeanIym6H9xNzTVL6H+iHXvQiS3oJJvKUnJODaMv9+V3HDBgescoCmApsBPpmSa4oZKqjzebxfcMA91hweK1oaj5xR4SkzF6HtxNuPvwHE+8NYR/ZQn117ax9463WPrHp6EFXai6is1vP+aNDiGEOBVIwC+EEEJ8iCwea17F9qOpNg3Vlv/PscVpJZvOElhdQjKUYHLLUC7AsnhtVF/ZkksPz8TTjG8ZovqKFgaf6WTkxd6DVdeLaPnCWoY3dzPxzhDVV7bSfudW0rOHV8htQScNn1pJ2YX15sqn04Knwc/0rjGmdozmjjMyBuNvDJBJpCnbVLNgbQGr34Et6ERVFXoe3oNm16m5ZgkzeyfmPT6wphR70En9J5eRSWQgA10P7jq811yBwOoyqq9sNbsYWLV5z2NkDEZe6qXqY80kp+LEJ6JY3FYUXc2tPBcsDWJxW6m9dgnpaJpMLIVm19GcOlaPzQw23webz046nqLz7h15z2tOnfKLGtBsh8dqcVmp/8QyQgcm6f7PPbk6B0dLziawuKzs/pfX8wL3wJoylvzxBvMzqQrxsQiZZAbdrqMfTHkffLYz9x5b0EFwndkpIB1NkgzFcZZ5qf/kMqZ2jeGp8dH/+OEaDBavjcpLG8lE0mbGAjD6Sh+Nn15FU2OAdCSJatEYfLaT0L65c6nZdawFdkrOqSE2OIst4EC1mLUOFvpZmdo5SsMtKxj9bS+Rvt146v1UX9GCousoFnVOsA8ws288L9jPnWvbCIWrSgmsKmVqx2iuCKYQQggJ+IUQQogPlcVtxVJgz6W6H6303Nr5V23TBvu+/zZVl7dQfEYl6WgKI2OQDifpf7IjFzQqukrRunL2/3jL4Wr+WYOp7aOEu2eovqIFd62f3kf35gX7iqZQem4NoX3jTG0fIZPI4G0KUHRaBXv+9Y15P8vU9hFav7hu3iBO0RR8rUF6f7Hv8F79VBJboRP/ypI5fdRdNT6sXhsHfmbu+W/41Aq67ttJ9oiOBBgw+c4QjhIXjgo3jlI3kZ6ZeccWWF2Gajf73SfGo2Ti6Vw7QtWqUX5xI5pNzxW2U60qqkXFANLxNJb3meatu6xUXtqIf3kxI7/tIxNLUbAkSOHa8nm7HVgL7Hjq/GYF/Xkouoq90Gmu0h9l8p0hfM0BdKefrgd2HS5qqCoE15ZRsqmGSK+5VaH4jCocZW5GXuolPhLB4rVRfEYlmWSGkd/2UnFxA/u+/3ZeFf9UKEHXg7tpvHUlswcmcVX5KD2vlo6fbCUTS1F/8wqMjDF/sO+0UH1VKwd+to3UkT9fFpXGW1Yu/AUaYKTN7JHaa5cSHQqz9463yURTOMrcVF7WhLPCm6utkJxNMLZAcT+AsTcGKL+ontGX5t9yIoQQpyoJ+IUQQogPkWrRsBe5aLhpOb2/2p8L1lSLSsk51QTXlaPOt7qsQuVHm4gNhRl8ppOyC2rpeWgPutOCNeDIFY0r3VTDxJbhvNZ9h6RCCWIjYVzVPpJT8bzXKi5tYnLrMLMdh9Otx18fwNsYWLiFnGEWoCtcV8bE24ezDlSbRvUVLQw925lXVd5e7EJRFao+1kTh2jIm3xnGyGTxthSiWXV0j4XSc2uIDM4SH4vmB/tHGPltL0u+sh5FVfC1FTGzK791X8HyYtzVXixuG7XXLWV61xijr/Sh6Cq+lkJKz63BFnCSmIwx8PQBswtB1sBR6qbsgjoSk1E8dX4sXhtW33tPAbe4bRS0FuGp9ZPNZNHt+jEzBXSXBXdtATO7525N8DYFmNoxMs+7TEPPd1OcyOR3MMgajL85iKelEIvHir3IidVvp+c/9+QOSYUSDDx1gOBp5VRdbnaImHd+swbTu8do/twaZvZPMPDrAxSfUXkwSyCFq8qL7rWSDuXXUCjaUMHw8915wT6A1WtDs8+fkXGIoiuUXVDHxJYhQvsPf67YUJj2H22h4VMrKVgSzI3P4raSiabmXAsOtz70Nhce/uzhpHnTR1HQnXreNgshhDhVSMAvhBBCfMh0u45+cK99OpLCSGfR7DoWr1lV/EipaJJob4jB57pITsawF7uovLQRa4GN2muXAhAbCWPx2nGWuVGtKgfu2jHfZQGY7ZrGdVRPd82pYy9y0v/Y1Jzjj+zpPp9sKkvRhkr8y0tIhZNYXBY0m07/Ux15q++KplB+UT0YBha3jWxqhmw6i6LA9K5Rik6rJNw1TTqeJrimDKvPvmDl+3Q4iZE1sPrs1FzZSvysaia2DKEAhWvKsBU6D1dz99ooOr0C/7IiDMNAt1tQrRrJmTj7f/RO3o2P2HCYznt30HDTCjru3kH1x5pQahUsHtsxv4OjaXadY4e2B4+z6ZRfVG9ucTiqZZzVbydxjJ706XBy3jZzAEPPdFJ2Xi2GAX2/2g+As8pr9qe3mvv0k9NxVItGbGT+WhIAsaFZpiwqmWia0rOqGX6hh9hwGM2uU3R6BY23rGTf99/Oq97vqvAy/Hx37rGiq1Rf0UI2nSU+FsVZ6SHaPzvnWp6mANHBWZxlHgZ/3YnusRJcW4692Ek6mmZy6xB9v9qHs8KDkc6QnEngbSnEv7wYi9vG8IvduawGAG9jgKldoxSdXkk2lSE2FiExHjN/no1DN96cx9xeI4QQi5EE/EIIIcQfiMVlPWbqeDqWYuLNQQaOqOYf7pom3DVN7XVLmdk/ztS2w3vrVYtK0+fWoDn0BVv46Q5Lrj3cIWXn1pmr3POIj0QWDNKc5R5iQ7NM7x7D1xJkYuswlR9tYnrPOMUbK5mwaSRnEjgrPARWljLyUi81V7aSSaRxlnvovGcnzjI3JefUcOCeHbnAcfy1AXS3ldrrltL94O45lfitAUdu5dzitmJxW/HUFiz4PSrK3KA90heak+UAgAEjL/USXFNK/xMd1H1y2fsO+N8Pe6GTls+vpe8X+4gOzoJirkoHVpYS6picN20ewFnpJTY6f2u9+EgEZ7mH5EyCTDRFYHUp7no/4b4ZLG4b6UiS6OAsrkofnuZCEuP9857HFnACZqvArp/vwtMUoP58s8UfCiRDCZo+t5qOn2w93O5Oz79BVP3xFibeGSLcNY3mMG9yDf660/ysB7lqfJSdX8vM/gliIxH8K0vwLytm5KVeRl7qxeKxEjytAt1lIZvM0P3grrzgXrVq1FyzhFGlj0hfiMI1pbjrCogOhbG4rMQnoiTGY/Q/3p77c6HZdco/Uo+vpTD3OYUQ4lQgAb8QQghxgkjNJhl8Zm6vdoC+x/ZTfUVrXsCfTWXpf7yd4o1V9D66d973Fa4pZbZrCt+SYK7KvavaS3x8/sJxw7/tpe4TbfQ/tj/X3g3AVuSk/OIGuh8wi+qVnltL4pko1gI7428NoijgX16Cq8pHfCzKgZ9tI7ihgum9Y8zsGsfTFGDJl9eRnEnQ/cDuOT3e0+Ekg892Uryxcs53UHFxA1bv7xeE57UpPEq4d4biMyoZ3txDOpIiHUt9aOnfqkXDXe2j8TOrSIeTZDNZMtE0iYkovuZCxl7rz6u1YL5Joez8Ojp+unX+kyrmMbrLgu6yULi2DCNjMNuRJtw5jdVno3hjFdN7xig+rYLxV+YJ+BUIrCohMR1n+PluijZWYi2w0/2fu3PBvcVro/b6pSz90w0kxmNkkxk0i4rutpIOJ7H67RjZbK5TQiaWpuuBXZRuqqXswjowQHdbmT0wxeCvD1Bz3VISYzGsPhud9+7IbTVITsUZfPoAlZc1MvLb3rxgH8z0/Z6HdtPwqRWoFp2pnSP0/XI/useKo8iF5rTQ/cCuXKtHMItb9v1yP/bbVkvAL4Q4pUjAL4QQQpwAMsm02b89M3/adiaWnrdyeaRnhqqPNeNtKZyzOlyyqYbkdBzNplN2QR0Wj42Jd4ZIhVP4lxUx/sbcImiZaIpQxyQNt64kNhQmFUqYfdojSXP1/WBldyNtoNl1MLLUfaKNnod259r7AXhbg3hqC+i8fxdkDWY7pxh7pY/a69tyxfSOFu0LUX5hfe6xuSrbgLfR/+5f4LuwFCy8N193WbAFnTR/bg2q/Q/zq5HFZSWbzDD22wEmtwxjZA38y4tp/uwahjZ3MbXF3M9vL3ZRdkGduX3CY533u/MvKzZjfqtG+aWNZOJpOu/dmdsCEB+NEGqfpOyCOmLD4TkFElWbRvXHW8xxOc1xeer9dN6Tv1UkFUrQcec2lv7JBkZf7WNm9ziuah9l59XS96v9eJsKmTqqvkImmmbgyQ4AHGVuqj7ewthr/XibCzEyBragw7xZZYCj3EPB0iCKqhLumcbitTPw9Pw3wLKpLKlwiuHn24kfkfkQ2jdByTnVFK4tn/fne3hzN85yD7pT9vMLIU4NEvALIYQQJ4BsMrtgrbycBerBhXum8TUXElxXTrh7GkVT8DYHSU5G6XnYXPn3NgWouryJwnVlqLqKoqkEVpcyuWU471wWnw1fcyFkDboe2IVu10nH0vkr8opZhb347GrSkTR9j+2n4pJGVItKOp7GVelleucYXT/flbfvPJvJkpyZJ63+CIqm0PTZ1eh2C5pTx+K1zV/U8H0KrCw195rP8yUH15bT96v9hLumcZS6qb95+Yde4C0xHWff998mNXN4K8bE20PM7B2n5YvrKD+/nmwyw2zXNIPPdJJJpKm9din9T7TndXvwNPgJrCpl13dep+TcGgIrSsxMgHn2+w89303zbauJDM7ScMsKUMwbSJpNwzAMNKeVbCJN2cUNjCxQ7d5IZ5nYOkzB8mJmdo8T6Z3BWeGh5tolJKfjJCbmzxwBM0hPjEcJrC7BUx+g/4kOqi5rJB1OUndDG4mpOFPbR8imsgdT7x1zMkHyvsPx6Lw1J0Ze7KXxj1Yy/ubAnPk2i0NmAAn4hRCnBgn4hRBCiBOAajHbxGl2fd5VXKvfPmdv+yG2gIPOe3agaCrOcg9GNou7tiBXwA0g1D5JuCfE4DOd1N+yHFJZHCUuaq9fytSOUTLxNN7GAI5SN90P7qb+puX4WgqZ3jk3Fd6/vARFVfAvL2b8zUEqLmpAd1vQHRbSsRSZWBpb0IGjwkM6lCQVSWKksmRiaSxuK6pVM8dpGET7Q7msBs2pkw4nGX2ln8Y/WvmBBt1Wn42aa5aYFeyPCAI9DX4cpW6GN3cDZiG/A3dtp/m21R/aXn7DMJjZPZYX7B+SjqSYeGuQsgvrSUeSjL7cm6s90P3gbkrPrcXmt5NNZ7F6bYQ6Jum8fydGOsvws10UtATnr1UAkDVIhhJE+mYYeLwdVAWL14rVZ6fk7GpUXUNRFFwVXgYPrsrPJzoQIriuDNWikk1lGXu1H1vQQdXHW7AFHMwemFsMEqBgaZBQ+wTFZ1Yz8PQBon0zYED9zSsYer6LSPfhoo+j41EcZW4sPtu83xOAvchFcqpv/jEOhbEFnbn2lYfYCh1mIUMhhDhFSMAvhBBCnAA0m47uslD18Wa6H9qTt0KrWFRqrl5C7y/3zXmft7mQ2GgEI2NgZDJEh2apubKV2FhkTpu76d1jeJsCRAdCOEo8DDx1AN1lwbckiLXAzvSesdz++WwyQ2BlKZpdN1POM2bP9MK1ZZScU3Nwe4GBbteJj0fIDpp93g8F77rLYqbvR1Momko6kmTg2U6MrEH9TcsJ7ZtA0RRKN9UQ7ppm5Le9lG6qZfyNQdy1vjmFBj+I79dZ7qHx1pVEh8JgGNiLXSQmYnQ/uCvv2PhIhGQo8aEF/NlEhsntC7fgm9o5RvGZVVi9dhpvXUn7T7aSCiVIh5P0P7YfR6mbio820n7nEcXzDkrNzh8cH6JatMMBedYgNZ0w/7cqicVjQ7GpJMei2AqdpCMzR7xRoXhjJd6mAIqmkM1kaf3qafQ+updw5zSJ8RhDv+mi+ooWHOWevPaMYN6w8tT5GXtzgJl9E0T6ZrAFnYR7Z4j2hig/v47+pw4QG5xFtWrYS1yE9k9SfkFdLkvlSI5SN5lEesHtIRhmaYOjlV1QJ+35hBCnFAn4hRBCiBOE3e8gOZOg8VMrmNk3QWIyhqPYRWBVKbrHSum5NQw902W2WLNqFK4tw7+8GM2uYy9ymTcJDIPRNwZwV3op/0gDg78+XPFfsaj4V5QAoGoKiqYcXFEeyh+IYqZ5d9y5ldYvr6f4zGowDFRdJTocZs+/vomr3IOnwc/EliFKzq6h99f5QVk6kuLAz7bRcMsKOv5jG/ZiF82fXcPgMwfy+tCP/LaX4IYKs//73nHCfTNUX9V6zH72vytV1+i40xxL1ceaOXD3drN/+zzm6/X+wQ1EQbMtfENDs2m5dHtHiZvWL60jMREjMRVDs+tYfXbaf7plTrAPZvs9W9BBYnxuiz9FU9AdOpmDdRiOlBiL4m0MoOgKY3vGKTq9gkjvwYBfgdprlxDaP0FiKo5m15naMYZq1aj8aBNkDdKxNIoKqWiKuuuXMr17jKmdo2h2C976AhwVXnoe2UPN1Uty2xOy6SxWj5Wkx0bn/buou34pickYFreN2PAstqATR7mbmmuXMPjrTrPivqrgX1ZE6aZa+p5oX/A79LUUMvJSz+HPblGpvLQJZ7lnwfcIIcRiJAG/EEIIcYLQHBa8jQHSs0l0rw1FUdCdOrrTgqpreOoDGOdm0Z1WjGyWye0jpKMpDty9nUzs4ErnwcSAcMcUlR9ryq22qlaNsk21dP18F/HRCIHVpQTXV+QV2jskuLaMqd1jGBmD5HQcRVNxFLsYfa2fkRfMIKpwbRn9T7RTfGYVY6/O3+bNyBjMdk7jrikgHUkS7p7OC/YPGX99AG+Dn3DvDC23r8XmX7jA3u9Dd1vwNBcyu3+CbCpD9hj7w3/frgDHolk1is+sJrR/ct7Xi8+szmvfaPXZsfrspHem6Pr5LupvWEYmPv+NitFX+qi5egntP9k6Z/97xaWNjL58VAq8AmgqnkY/qGZxSEelB4vPTvNnV5OOpdEcOrHhCAVLixh5uY9IzxGp9y/1UnpBLZ76AKqmkIqkMNxQsKwYT2OA+EgERVNQgJqrW1HtOt0P7cnbnuJpClBzVSsjr/RRsKSIVDiBvdjFbOc00YFZAmtKqb95OanpOCgKs51TJGcTlJxVTbR3Zk4mS+m5tVgKbCz96gZSswmMrIHFa0N3W9Esks4vhDi1SMAvhBBCnEA0i4YWcGDD3OudCiWIj0TIprPobiuqXTdbmGHuR05OJ8hE509rHn2pj5JNNfT9Yh9l59cy+MyBXEXzyS3DVF3RQul5tYy93k8mmkaz6xSdUYmj1E3XfTtxVnqIDUcYf2OAxs+sYuzNAYKnVeBtCmD12UhHUli8NhKTc1eTD0lMRLF4bXjq/Uy8NbjgcZPbRmi4eQUWt3XBY35fusNC7VWtdP/nHmb2jhNYWTKnaCGYbQt1z4c3DgBnuZvAqlImt5rXt3ht6E4LtkIH3ob5uxLERiO4KrxEB0MUb6xk/K3BOav8iqZiCzpZ8tXTGHut30yd9zsoPKMCI56h/zFzVdxR5qbk7Go0m45q01B1lZEXeihYVow94KDrvp25oFy1alRf3UJsNJIX7B8y/Jtu3JU+9t+7AyOVpfrqVsLd00y+c/i7VSwq9TcsY/SV3jm1KGbbJ7H67OgOC+4aH32/3E+4ezr3+ujLfZSeW4ORNRh50Swm6Ch1M71njNYvr2fsjQHCndNmFsw5NTjLDlbhd4L1GN0ZhBDiVCABvxBCCHECMrIG0YEQB+7afji9XFUoObua1i+vp/uh3dj8DuLjC1dFT07HsfrtVH6sCU9DgIGnD+S93veLfXgaA1R9rBl7kZN0LE2ofYJsMkPDzSvQnZaDe9mtZBMZ6q9vY/zNQTrv20ndJ9pQrRrJ6Tj2YifR/tl5x2AvdjF7YBJnuYd0dG4q+SHpaArV8sGn8R/NWmCn/sa2w9+pophB98GaCZ6mANVXtGD9kPbvH2Jx26i8rInis6vJJtIkpuKkI0lclV7SsRQT20fQ7Tqeej+qXSMTSaE7LZR/pJ50NEVqJkHt9UvJRFIMPH2ATDJDxcUNFCwtIh1Oko6kzFoLmoJqVdmxeydtjUspPrOK6NAsRRsq6fvlvlybRUVTqLy8CavHxp5/fSOvPWQ2mSETTTP+5sI3bKZ2jeFtCJAKJ0mHU3nBPoCRynLgnh00fmoF0zvG8gonuusKcJS6cNcWkJiIEemb56bC5h4a/mglY68NkE1mSE7FsQUcWH12Ki9tJJPIoOoqmk1+tRVCiCPJ34pCCCHECSg5HWf/j7bk7zHPGoy80IMt4KD5s2tIzsSJ9IUWPIfFa0OzakT7Qlj9jnlb0s12TDLbMUnNtUvQnBY89QF6H96TC4h1l4WKixtBgYGnDhAbDgMwtX2EwjWlTLw1RPlF9XQ/uHvOuVWLirvGx/Dz3VgLHOYq/9tDc44DKGgr+oNVT9edVnSnlXQsRem5NQTXl5GNZ9DdVnS3FdsfaFVYd1pITEbpuHNb3jw7St1UXNJA5z078K8owVnhYfSVfqoua+LA3TvIHHHjxFbkpPn2NWSSGcZfG2Bm7wSuSg/u2gJ6f7mX4LoKnKVuKkoqMDIGJedUk4ln2PPd1w8XWPRYqbmylXQsxdjr/XnB/iGqRVu4QB6QiafNuhJrSnOr8HNkzS0ermofkZ4ZVJtG7bVLiQ6EGH25j+HNPXibAzTeupK+x/PbDwJM7xjF2xhgevcYjlIXrhofmt38VVbVJVVfCCHm8+HfShdCCCHE+xbqmFywoNzw891kkxnGXh/A6rWhLlAArvisKgae6mBy2wjZZAbNsfB9ft1pQVWV/IwCzOJ7PY+YXQNyqfuKuT+/cF05NVe3ougqlR9rxtdWRHBDBb7WINZCB3WfWMbgb7oAmN41SvC0inmDet1tpWBpEYoyX131D4/usOAocuGp9eNtLsRV6f2DBfsAyZk47T/ZOmeeY8Nhxt8aJLDGLMrY98v9lJ1XS8/De/KCfTCL7fX9aj/TO8aYeHuI2Y5JRn7bSyqcwt9WzPDmbgaf68Ie0cjEU0T7Q0ztGDkc1CtQe80S+h7bT6Q3RHxs/oyR6EAIT/38Ww0APPUFRAdC6C4rydDCnQJSoQS6y6ySX3V5M8PPdzO8uYfkVJx0OMnkO8N03ruTqsuaUPT8X1PTsRSqVcPqt+Oq8mErcCx4HSGEECYJ+IUQQogTUHRw/hR5MFf/M8kM7mofIy/30vTpVViOLDKnKhSdXoG7pgD1YJGyibcGKTmret7zuev9GOksU9tH89oB5hgw8mIv/hVmR4CGW1Zg9dtp/9EW2u/cxsTbZis9b72fxHgUa8BOw43LmGkfJ9oXQrVqFJ1eSSoUp/HWlXibA2axOFXBv7KEls+vxeY/vsGb2WbwDys2Epm30j7A9O5xCtqKCHVMougqiq4u2DlgtmMKd40v97jikkamtg3T+4t9lJ5Tg8VpoeuB3ez5f28SHQ4TGz68cu5tChBqnyQ5FSc5E8de5Jz3GhNbhik5q3pOEA5gCzrQnVYSEzHiY1Gc5e4FP7Oz0kNiPIa1wI6RMYgOzqI5ddy1BWYFfcXMFph4Zxj/8uK893rqA4BB82fXYAtIsC+EEO+FpPQLIYQQJ5hUJIk9OH/gBWaxvkwijafBTzKUYPTVfsovrEd3Wcims2hWjamdo+z/4TvU37CM2QNTzB6YonB9OVUfb2bouW7S4SSKrhJYVYKvNUikL0RsLLLgNWMjYQKrSqn8WBODv+7MpfYDhPZPMts5TcPNy4kOzDJ7YIqx1wZouGUFRRurSE7GmHh7iKmdSTwNfuylboLryjEMc0tBdHjWDPRiaVRdRXdZsHzIe+hPBMnp+MIvZg1Ui0omaqbKZ2IL1z8AMDJmpXrNqWNxWwm1T1L18RZGXurNK7QX2juBpymQe+xtDDB6sMtCqH2SxltXMv7m4Jy0/mwig4FBy+1rGHimk9mDNyIK15YRXFtO93/uAWD8zQEqL22k6/5dc8aou614mwuZ2TeB7rQw2zVN9ZUtaDadcN8Mut2sUTDx9hAz+8epuLgxV1TRGnDgbQ4QWFWS18FACCHEsUnAL4QQQpxgsskMtoAD7WDRtsDqUjAMFE0lPhbF4rNicVuxFtgpWBpkzzOdTG0bMd+sKnmr9OloEqvfTmBlCZpVQ3fqVFzcYPZzL7Az8lIvnffuJLCiBFvAQXSBmgC2oJNsJgtZ8oL9Q4x0ltFX+ilcW2a2fssadD+4m+orWsw6AkNhqi9vpuNn28CA0YPvK/9IPbGBWbof2I1xsL2archJwyeXYy9x/cHT/P9QjGz2mKvUustsxeiq8TGxZQiLb+GtBkduk3BXFxDqmESzm+0cj66qH+kLUXZBHapVm7tlJGsw+nIvtdcupe/x9sNV+m0a5RfUMb1jjNhImKrLmzDS9SRDCaZ2jtL3+H7Kz69lZv8EE28NERmapeULa0lHUqTCSSa3DmNkDao/3sLIiz1UfKQezWkhFUrQ/3gH0f4jfuYUqPxoE5rTgpExcjcVSs6uxhZwLNqfByGE+LBIwC+EEEKcYBRVYWhzN02fXc307jG6H9iV6zXuKHNTc81SNIeOoigoylEp1kel5CuaQvWVraAYWL129v9oSy6Qa/yjlbkbBdO7Rqm7cRlT20fmLe5XfEYVFp+N4ee7Fxx3qGOSwjWluceZaApFUxh4ppOKSxqY2jGad25HuQfVqjH468688yTGouz74dss+cppxz3V/0OjKGTTWVw1vnlb3ZWcU0N8MopqUbEHnUT7Q3ibA4T2T845tnhjJRMH2/sZhgGKWfgv3Ds976UHn+2i7vo2+h7fT6h9koK2YkZfMgvthfZPkg6nqLy0EdWmodt1NKeFgSc7CLWbxR3HXh9k/PWBvHN2ds9Q+4k2is+uJj2bpO+xdqL9IXS3lZIzqyhYUUxiKk7hmjLG3xxCsakoKPnBPoAB/U+00/L5tWTTWVq/sh6r345ulV9ZhRDidyF7+IUQQogTjMVtpWh9OeGuaYaf684F+wCxoTAdd27FSB5M4XboWHwLp787K304yz146gNkU9m8HuizXdMULC0CIJvKMrlthOorWvKKAKoWlcrLmogOzmL12bG4F06n1uxa3ljNE0NsyHxv4qgU9uD6cjMbYB6ZaJpI79xAeLFQFAWrz0bpOTUUrinL7Y23eKxUXtaEvcjJ2OsDRAdmabh1JalIkuD6CoLry3PHak6dysuaKFhWTHBtOfWfXE7RaeUE1pSRTWfQFgiSo/0hBp45QP0nl1OyqYbg+nKsR2QbRAdn6X5wN6Mv9xGfiJGYiBHunQEFbIVOxt8YmPe8/Y+3YyQztP9oSy6QT4eTDDx9gL5f7sdIZ4kOzDL+xgCuMs+C58GA2c4pBn99gGhfSIJ9IYT4PcjfoEIIIcQJRtFU3A0B9v/g7XlfT4eTRAdmsRbYsXisVF3eQufd2+cc519VSmIyltsXz1HZ0KMv9VJ7XRsWr9XcY79thEw8TdNnVmOkMmSSGXSXFVSF2HCY6T2jFLQVMfLb+duuFa4qY2rnaO6xalHNpQXD3GPuLHUT7pzKvW5xWUlOLbyPPdIfIrCydMHXT3Y2v4Pp3WMYWYO665cCCplEmnDfDJ5GP8WnV2IvdKLZNKo+2kQ6ksJV6aXknBqMTJZ0LI2iKvQ/2ZH7XhWLSvEZVZSdX3fMQoTOcg+jL/cyuXWExk+vpPryZiIDIWb2TqDqKv7lxag2jd5H91F3/VJav7SOxHiUVCgxbwYImD+XqdD8hQVD+yYoOq2CbMbMalB1bcGChQDJ6QSqVV+wA4UQQoj3RgJ+IYQQ4gSkAKmZhdubRQZCFLSZrew8DX6ab1/D6Kv96C4Liqpg9TvQrBoHfrYNzabT8oW1qFYNW9BJYtxsvWZkDLoe2EXJ2VU0fWa1GVwZMPbmAJ5aP9lUhkhvCGvAjrvKR9+T+7EXuijZVMPICz1543GUufE0+Bl99fCKfdkFdYy/OYjFZ0O1agTWlDL25kBur346msLitZlB5DycZZ7f81s8selOC4Vry4mPhA+2YcziafDjKvOw99/ewkhlqbysCXddAa4KG9aCw8HvxJYhsqksoy/15rXSM1JZRl7oQb2wDm9LIRWXNDDw1IG869qCTgKrSjnws20ADD/fg6fRT2jfBJ4GP0bGYPTVfvPnRFWwBhzobiu6w8LsgSmOaYGbAWDWfphpnyC4tozYSBhXlZfIAjUjXNVeZvaN4yxbuOK/EEKIdycBvxBCCHECUjQF3WUhHZmnOrsC3uYA8fEoiYkoqk3H6ndQfHY1s/snSEzGcZV7iI9HwDDbnPU8spf6m5ZT9bEmOu/ZQTaVxVXto+LielSrxszeCUIdk9gCdkrOqqHjzq15beA0p07jravofmAX3uZCWr64jsmtw2QTGbwthdiLnAz++gAWjw1b0EnRaRWEe6cJ7Z+g5uol9Dy8B1uRk6bPrKLnP/eQGI8x8fYgxWdUMfBUx5yPqNo03LUFH+I3fILIZum8dyfuah+KrtD/2P68Oc8k0oS7p3FVeHPPpWYTDL/QQ9n5dXnB/pFGX+rD1xrEXuSk9cvrmdg6TDaVwVXuRbNpdD+wK1eJPxVO4GsJMvSbrjkBeOl5tWblf6cVI2tgK3TMX/APsybDsTo9aHad1HQCzW5h/Nkuqi5vpvPeHXNuEthLXIB5w+hU6NYghBAfJgn4hRBCiBOQxWOjdFMt/U+0z3mt5uolTLwzzMRbg9iCTio/2sTkO0NE+kJYvFb8y4sZf3sQza5Tfe0Seh/aQ6Rnxqz+X+yi4VMriQ6EsJe4yGYMOv9je25vf0FbEd0P7Z7T8z0TTdN1306qPt7MgZ9tN284jEZQLZq5dzuTpfa6pahWjUjvDIPPHsDqs9Nw0wrSyTQVFzWQmIqRTWap/+RyM4XBUNDsGulokpGX+nIFBy1eGw23rMBasHBl+sVCs+lY/XZmj9jqoGgKmtNCJpbGWeYhPpEf1GczBsF15bljj26hB+ZNnuRkjO6H9lB9ZQuB5cUkp+Kodt3cRnFEur+ruoDYeJglf7yBVCiOkTHIJDJYvFZsfkeucKKiKlgK7NRcs4Sun+/KKxCpOXSqLm9i7I3BeT+noilY/XayqQyZRJpUKMHEliHqb1zO8AvdRAdmUSwqgVWlBNeVk0llsBc60Gzyq6oQQvw+5G9RIYQQ4gSkqAqB1aUkJqOMvT6QWwX1LQmSjqWYeHMQ3WWh6mPNdD+wK29VePyNQSovayLcPU1gZSnVVy/BVmBDtahYvXZUTcHiszH+5gDJyXheIT9nuYeBJ+auuIPZN153WgCIdM+AqjCzdzz3esed27AVOSk5s4qaq5cws2ecbCbL9K4xZnaN5Y7THDoNt6wwV7U1lbLz6yg6rYLkbBLNoqK7rVi8tlOiBZvFY6P64y20/2QLjjI3pefWolk0ElMxrAV2NJuOb4lZWDEdSRIdCjO8uZvUbBJ3rY/GW1cy+GzXnAKHiq6CAnU3tDHyYi/h7unca/ZiF7XXLqX7od1kYmmKTq8gPhym/SdbSB+80WMvclJ9RQu625J3XqvHhqvax5KvnsbU1mESkzEcpW4cZW6GX+yh4iMNhDun8rejKFB1eQtjrw1QtKGSyS1mR4GZ3ePEBsPUXLMEi8dKOpYmHU1hYOAocmH1yuq+EEL8viTgF0IIIU5QFreViosbKD6rmtRMAtWqoTt09t5hFvMLri9neHP3vGn//U920HjLCia2DFFyRhXjbw0y8c4QnoaAuU87lcFV6WP05f68971bkJ2JpXGUuRl9tZ+WL6ylL7U/L5hULRqOEjcdd23DVeUDTckL9g+do+OnW1n6JxuwFTrRbDqaTcdW6Pwdv6mTm6vay9I/3YCRNuj+zz3EBmdzr9kKHTTcupJ0LMXIS30Mb+7OvRYfjTCxZZj6G5fR++i+vFoIgVWlZOJppneN5c3Poff1P95O5aWNWAvspCMpeh7Zm5daHx+L0vEf22j96mk4ivJ/XbQV2EnNJvCvKkHRVLKJDNlUhqJ1FYR7Z2j89CriQ2ZdAovbiruugLE3BrAVOgisKSWTSJNJpLH47JSeU4292IXusJgtBQ2OWWxQCCHE+yMBvxBCCHEC0+wWNLsF+8FgODEVy63IOyu8DG/umf+NWYP4RBRVU5nYOszoy32UnluL7rYyvWcce6ETe9CJo9SdF2Bqdh1FVzHS2bnnVEBzWii/sI6BZ7qIj0bwNgco2VRDNpXBXujE4rVhZLJYC+wE15XT85975h9eKku4Z+aUDfKPlJpNMr1rnNkDk3lzAZCYiNF513bqb15OdCBE3Q1tKKqCoqmEu6eZ7Z5maucYxWdU5orzeZcE8TUHUHSVmX0T814zPhoxg/14irFXBuYttpdNZZnaPor9/No5N4IsHhsWj43UbALDqqHadTSLRnI2QbhrGqvXSvFZ1Wb6/nSCkrOqsRU6sXptVFzaSDaRQdGVvNaBiqLM6SQhhBDi9yMBvxBCCHESUXUVW6GDxETsmBXRwQzYfK1BBp7uoPb6NibeGWLoN1251zW7Tu0nljL0XDfRg8Xa4pMxijZWMjpP673A6lKMrMHYm4M03LSMoRd6yCYyuCq9uCoK8gqsNf3RKtLRFJl4esHxxUYjGIZxSqTuLyQdS9H7i30Un17J4K8PzHtMfCxKJp7BXVtA76P7yMTT+FeWUHRaBdYCO8lQAndtAa1fWY9q0VA0hd3feY2665cd82ckMRnDXuwkNhxe8JhI7zRGOotimb893tFF9aweG65KL6Mv9zKzbwLdYaHk7GrsQWfuWFVTUZ3qu3wzQgghPggS8AshhBAnEYvHRsXFDXTeu5PUbAJbkZPEApXaXZVeNLuOxWMj3DNN6KjV3kw8Tdd9u6i7oY0DP9sOwMCTHdTfuAzdrjP6aj/pcBLNoRM8rQJXpZfY4CyhvRPET6ug9qpWABR1bvBm8djIJjNmQDodn3d8zlI3RsZA0U/hgD+aYrZjkqL15cc+LpxkaHM3RipL4Zoy7CUu9v/onVxAP/JCD96WQmqvXoJi1Sg7vw5FU8zifNn5o37dZcXIGOZKfzg57zH2IheK9t6Dc0VVsAedVF7WTOn5KbPQn8v6nt8vhBDigyW3V4UQQoiTjKchQPWVLUy8M0T5BfXzpkEXri3D6rfT/eAuAitKmHh7aN5zZZMZMvE0pZtqsAUd6C4LmUQab2uQ6itaqP/kcqo/3oK1wFyd7T/YQm/stX4zWJ8n2D9Ec1spPbdm3tesBXZsAQeqfmr/KmJkDu5b11QzQF+AoqsYqSyKpuBfXszAkx1zVu9D+yaY3D6CZtUo2lCJNWCncHXpvOdz1xYQGw7T96t2ys6rXeCiZp2I32VPvaqrWD02CfaFEOI4kxV+IYQQ4iSjOy0E15XjbQmSTaRp/eJ6Bn/TSaRvBovHRsk5NXhqC0jNJoiPRnOF1RaSnIpTfHY1wQ0VaDYd3WkhMRsn3DmF1WfDyBrM7Bkn1D6ZCzKNLBjvsqVAt+m4awuouKSB4Rd7yETN9H53vZ+y82rRvRIManYda4Gd6d1jBNaWMTFPWztvc2GuCr+7zs/M/vn35QOM/LaXwIoSLF4butNC+UX1KJrKxNuD5s0FBXwthQQ3VNL3y32UbqrBWeGl/KJ6Bn/TlcsGUK0atdcvxXqwJZ8QQoiTkwT8QgghxElI0VRsR/Spr79hGZlEGkVTsLhtZOJpElMx/CtLSEdTWHy2/FZpR3BV+8yVWNfh53S7TjKSoP/x9nnfE1xfjmadf1/3kax+B+56PzWFTjAMFE0lMR3H4rVi9dnf9f2LndVro+rjLRy4axvNn12DoqpMvDVoFk1UFfzLiik9r5Z9PzA7M2g2jXR0bleGQ9LRFNlMllQ4ad5M8Nkpv7QB/+kl6KoFVVVQdJVsKkvL7WvN9oeqQvGZVfhXlpCYiJmr8347Fq8N9X2k8wshhDjxSMAvhBBCLAKaXUez63mPnRVeyn12Iv0hSs+poe9X++e8zxpwYC9yzXkeVcG7Isj01tE5e/AdFR7cNb73Ni6rhrvKR8qXIB1LoWgK7toCdKfl3d98ivDUF9B022pm2sdxFDuo+0SbeXNEVZnZN87w5m4Cy4oZf3OQ2EiY4o1VTG0bmfdc7hof03vHGXu1H09dASXn1IABscEImqHiqvKi23Rs/vzv/1BrRLt0TRBCiEVFAn4hhBBikdLtOrpdx1boIDmTAFVh8JkDZmq9Ap7GADVXtmL12eZ9f89YHy23r2Fy6zCTW4ZRNJXghgoKlgTf9+q8xWvD4p3/Oqc6zabjqvCCpqCimKv5R26XUBXqb1xGYibB7P4JLB7r/MUQVYXiM6roeXgP6UgKV4WXmb0T9D/Rnle4L7CmlMpLGudU2BdCCLH4SMAvhBBCLHKKomArsFO0vhxfa5BsPI2iq+guC7pj4ZX2VCqF7rVSuqmW4PoKUJAibB8Sza5jJLKMvj1I9RUt9D/Zkau7oGgKiakYRaeVU7Kxkmw6Q8OtKxh+rpupXWOQNXCUeyg7t5bxNwdIR8xMisDKEjp+tm1Ocb/Jd4bx1PkJrjt2ZwAhhBAnPwn4hRBCiFPE0fv+3/P7VAWLWwL9D1M6mmLouU4ivSFS4SS11ywBFBSLitVnIx1LQyaLoquMvtJHdHCWgqVF1N+wDEVX0Gw63Q/uzq36exoCzOwbnxPsHzL8Qg++lkJZ5RdCiEVOAn4hhBBCiOMsm8oQH48BEO6aJtw1DYfa4WUNfEuDlJ5bi+604GsNEhuJMP7mIKH2ScovbSAdTeWl+GsOndRscsHrpWYTGNl3abMghBDipCcBvxBCCCHEcaZaNexFTiI9M4efPCIgd5S4USwqvb/YR8GyIpo+uxoMUHUFW8BJfDwKCrkV/fhoBP+KEqZ3jc17PVe1D/U9dFkQQghxcpNeK0IIIYQQx5lq1Sg5u3re1xRdxdPgZ+9332C2fZK+R/ax/wfvoGhmsA+gu62UX9yQe09sKIyj2IU+31YMBSo+0nDM+g1CCCEWBwn4hRBCCCGOM0VVyKayVHy0EdV2eOXd4rVRd/1Shn7TlbcfPx1OMvRsJ5lkGjA7MhStr6Dli+soWFaEq8pLfCJK82dX42n0595nCzppum019uJ5WjEKIYRYdCSlXwghhBDiOFMUBWeZm753hqi7vg3Nrps3AdIZ+h5rJz4SmfOeqR2jVFzciGY1f53TnRbc1T6c17eRTWfRrBqKplJ3wzLCU7PYrTZ0h0UK9QkhxClEAn4hhBBCiBOA1W8nuKaMznt3YGQMAmtK0Wz6vME+gLFAzT3VoqFaDmcJqHaNzpFuVq1ahabJvn0hhDiVSMAvhBBCCHEC0Kw6vrYi2qo3Eh2axUgbWAtsjL3aP+/x/mVFaLIPXwghxDFIwC+EEEIIcYLQLBpawIEt4AAgFUniX1HC1PaR/OMcOuUXNaDZZMVeCCHEwiTgF0IIIYQ4QVlcVqoub8K/opiR3/aSiafxLQlStL4Cq99+vIcnhBDiBCcBvxBCCCHECczituFvK8ZT78fIGGgOHVWTRktCCCHenQT8QgghhBAnAV326wshhHif5PawEEIIIYQQQgixCC3agL+rq4svfvGLbNiwgTVr1nDjjTfy2muv5R0zODjI7bffzsqVK9m4cSN///d/TzqdPk4jFkIIIYQQQgghPjiLNuD/whe+QCaT4T/+4z94+OGHaW1t5Qtf+AJjY2MAZDIZPv/5z5NKpbj//vv59re/zSOPPMJ3v/vd4zxyIYQQQgghhBDi97coA/7JyUm6u7u5/fbbaW1tpba2lj/7sz8jFovR3t4OwEsvvURHRwf/+I//yJIlS9i0aRN/8id/wj333EMymTzOn0AIIYQQQgghhPj9LMqifX6/n7q6Oh599FGWLl2K1Wrl5z//OYWFhbS1tQGwdetWmpubCQaDufedddZZ/M3f/A0dHR0sXbr0fV0zk8l8oJ9BvHeHvnuZg5OfzOXiIPO4OMg8Lh4yl4uDzOPiIPO4eBzvuXyv112UAb+iKNx555186UtfYs2aNaiqSiAQ4Ec/+hE+nw+A8fHxvGAfyD0+lPb/fuzYseP3H7j4vcgcLB4yl4uDzOPiIPO4eMhcLg4yj4uDzOPicaLP5UkV8P/TP/0TP/zhD495zBNPPEF9fT3f+MY3KCws5J577sFut/Pggw/yhS98gYceeoji4uIPfGzLly9H07QP/Lzi3WUyGXbs2CFzsAjIXC4OMo+Lg8zj4iFzuTjIPC4OMo+Lx/Gey0PXfzcnVcD/mc98hquuuuqYx1RVVfHaa6+xefNm3nzzTdxuNwBtbW288sorPProo9x+++0Eg0G2b9+e997x8XEAioqK3vfYNE2TP7THmczB4iFzuTjIPC4OMo+Lh8zl4iDzuDjIPC4eJ/pcnlQBfyAQIBAIvOtxsVgMMFP7j6QoCtlsFoBVq1Zxxx13MDExQWFhIQCvvPIKbrebxsbGD3jkQgghhBBCCCHEH9airNK/atUqvF4v/+2//Tf27t1LV1cXf//3f8/AwADnnnsuYBboa2xs5C//8i/Zu3cvv/3tb/nOd77DTTfdhNVqPb4fQAghhBBCCCGE+D0tyoD/UIG+aDTKrbfeyjXXXMM777zD9773PVpbWwEz9eKOO+5AVVU+8YlP8Bd/8RdceeWV/PEf//FxHr0QQgghhBBCCPH7O6lS+t+P5cuX8+Mf//iYx1RUVLxrEUAhhBBCCCGEEOJktChX+IUQQgghhBBCiFOdBPxCCCGEEEIIIcQiJAG/EEIIIYQQQgixCEnAL4QQQgghhBBCLEIS8AshhBBCCCGEEIuQBPxCCCGEEEIIIcQiJAG/EEIIIYQQQgixCEnAL4QQQgghhBBCLEIS8AshhBBCCCGEEIuQBPxCCCGEEEIIIcQiJAG/EEIIIYQQQgixCEnAL4QQQgghhBBCLEIS8AshhBBCCCGEEIuQfrwHcLIzDAOATCZznEdy6jr03cscnPxkLhcHmcfFQeZx8ZC5XBxkHhcHmcfF43jP5aHrHopHF6IY73aEOKZkMsmOHTuO9zCEEEIIIYQQQpxili9fjtVqXfB1Cfh/T9lslnQ6jaqqKIpyvIcjhBBCCCGEEGKRMwyDbDaLruuo6sI79SXgF0IIIYQQQgghFiEp2ieEEEIIIYQQQixCEvALIYQQQgghhBCLkAT8QgghhBBCCCHEIiQBvxBCCCGEEEIIsQhJwC+EEEIIIYQQQixCEvALIYQQQgghhBCLkAT8QgghhBBCCCHEIiQBvxBCCCGEEEIIsQhJwC9Oeps3b+a6665jxYoVrF+/ni996Ut5rw8ODnL77bezcuVKNm7cyN///d+TTqeP02jFu0kmk1xxxRW0tLSwZ8+evNf27t3LJz/5SZYvX86mTZv44Q9/eJxGKebT39/Pf//v/53zzz+fFStWcOGFF/Ld736XZDKZd5zM48nhnnvu4fzzz2f58uVcd911bN++/XgPSRzD97//fa655hpWr17Nxo0b+dKXvkRnZ2feMYlEgm984xts2LCB1atX89WvfpXx8fHjNGLxXvzgBz+gpaWFv/u7v8s9J/N4chgZGeHP//zP2bBhAytWrODyyy9nx44dudcNw+Bf/uVfOOuss1ixYgV/9Ed/RHd39/EbsJhXJpPhO9/5Tt7vNt/73vcwDCN3zIk+lxLwi5Pa008/zV/+5V9y9dVX84tf/IL77ruPj33sY7nXM5kMn//850mlUtx///18+9vf5pFHHuG73/3ucRy1OJZ/+Id/oLi4eM7z4XCY2267jfLych5++GH+8i//kn/913/l5z//+XEYpZhPZ2cnhmHwzW9+k8cff5yvf/3r3H///fzf//t/c8fIPJ4cnnjiCb71rW/x5S9/mUceeYTW1lZuu+02JiYmjvfQxALeeOMNbrrpJh544AF++tOfkk6nue2224hGo7lj/vf//t88//zzfOc73+Guu+5idHSUr3zlK8dx1OJYtm/fzv33309LS0ve8zKPJ76ZmRluvPFGLBYLP/zhD3n88cf52te+hs/nyx3zwx/+kLvuuou/+Zu/4YEHHsDhcHDbbbeRSCSO48jF0X74wx9y33338f/9f/8fTzzxBH/+53/Oj370I+666668Y07ouTSEOEmlUinj7LPPNh544IEFj9m8ebPR2tpqjI2N5Z679957jTVr1hiJROIPMUzxPmzevNm45JJLjPb2dqO5udnYvXt37rV77rnHWL9+fd68/eM//qNx8cUXH4+hivfohz/8oXH++efnHss8nhyuvfZa4xvf+EbucSaTMc466yzj+9///nEclXg/JiYmjObmZuONN94wDMMwQqGQ0dbWZjz55JO5Yzo6Oozm5mZjy5Ytx2mUYiHhcNj4yEc+Yrz88svGzTffbPzt3/6tYRgyjyeLf/zHfzRuvPHGBV/PZrPGmWeeafzoRz/KPRcKhYxly5YZjz322B9iiOI9uv32242vf/3rec995StfMf7sz/7MMIyTYy5lhV+ctHbv3s3IyAiqqnLllVdy1lln8dnPfpb9+/fnjtm6dSvNzc0Eg8Hcc2eddRbhcJiOjo7jMWyxgPHxcf7n//yf/MM//AN2u33O61u3bmXdunVYrdbcc2eddRZdXV3MzMz8IYcq3ofZ2dm8FQ2ZxxNfMplk165dnHHGGbnnVFXljDPOYMuWLcdxZOL9mJ2dBcj9+du5cyepVCpvXhsaGigvL2fr1q3HY4jiGL75zW+yadOmvPkCmceTxXPPPceyZcv44z/+YzZu3MiVV17JAw88kHu9v7+fsbGxvHn0eDysXLlS/p49waxevZrXXnuNrq4uwNyW+Pbbb3POOecAJ8dcSsAvTlp9fX0A/Ou//itf/OIXueOOO/D5fNxyyy1MT08DZhB5ZLAP5B6PjY39QccrFmYYBv/tv/03brjhBpYvXz7vMceaS9m7eGLq6enh7rvv5oYbbsg9J/N44puamiKTyVBYWJj3fGFhoczRSSKbzfK///f/Zs2aNTQ3NwPmny+LxYLX6807trCwUP49PME8/vjj7N69mz/7sz+b85rM48mhr6+P++67j9raWn784x9z44038rd/+7c88sgjwOHfQeXv2RPf7bffzkc/+lEuvfRS2trauPLKK7n11lv5+Mc/Dpwcc6kf7wEIcbR/+qd/etciXk888QTZbBaAL3zhC1x88cUAfOtb3+Kcc87hqaeeygsyxPHxXufy5ZdfJhKJ8PnPf/4PNDLxfrzXeWxoaMg9HhkZ4bOf/SyXXHIJ119//Yc9RCHEEb7xjW/Q3t7Ovffee7yHIt6noaEh/u7v/o6f/OQn2Gy24z0c8TsyDINly5bxX//rfwVg6dKltLe3c//993PVVVcd59GJ9+PJJ5/kV7/6Ff/n//wfGhsb2bNnD9/61rcoLi4+aeZSAn5xwvnMZz7zrn+AqqqqcnfUjgwyrFYrVVVVDA0NAebK4dGVpQ/dbSsqKvoghy3m8V7n8rXXXmPr1q1zVvevueYaLr/8cv7+7/+eYDA4507pocdHrxiLD9Z7ncdDRkZG+NSnPsXq1av5X//rf+UdJ/N44vP7/WiaNqdA38TEhMzRSeCb3/wmmzdv5u6776a0tDT3fDAYJJVKEQqF8laHJyYm5N/DE8iuXbuYmJjg6quvzj2XyWR48803ueeee/jxj38s83gSKCoqyvv9FKC+vp6nn3469zqY83ZkoeKJiQlaW1v/cAMV7+of/uEfuP3227nssssAaGlpYXBwkO9///tcddVVJ8VcSsAvTjiBQIBAIPCuxy1btgyr1UpXVxfr1q0DIJVKMTAwQHl5OQCrVq3ijjvuYGJiIpdq88orr+B2u2lsbPzwPoQA3vtc/tVf/RV/+qd/mns8OjrKbbfdxv/9v/+XlStXAuZcfuc73yGVSmGxWABzLuvq6vL2iIsP3nudRzgc7Le1tfGtb30LVc3fOSbzeOKzWq20tbXx6quvcuGFFwJmivirr77KzTfffJxHJxZiGAb/63/9L5555hnuuuuuvJtwYP6babFYePXVV3NZcZ2dnQwODrJq1arjMGIxn9NPP51f/epXec99/etfp76+ns997nOUlZXJPJ4E1qxZk9vzfUh3dzcVFRUAVFZWUlRUxKuvvsqSJUsAs4vNtm3buPHGG//g4xULi8fjKIqS95ymabm2fCfDXErAL05abrebG264gf/3//4fZWVllJeX8+Mf/xiASy65BDCLgTU2NvKXf/mX/MVf/AVjY2N85zvf4aabbsorGiaOr0M3aA5xOp0AVFdX51aoLr/8cr73ve/xP/7H/+Bzn/sc7e3t/OxnP+PrX//6H3y8Yn4jIyPccsstlJeX87WvfY3Jycnca4fugMs8nhw+/elP87WvfY1ly5axYsUK/uM//oNYLJa36ihOLN/4xjd47LHH+Ld/+zdcLlcuC87j8WC32/F4PFxzzTV8+9vfxufz4Xa7+du//VtWr14tgeIJxO125+ouHOJ0OikoKMg9L/N44rv11lu58cYbueOOO7j00kvZvn07DzzwAN/85jcBUBSFT33qU/z7v/87NTU1VFZW8i//8i8UFxfnbrSKE8N5553HHXfcQXl5eS6l/6c//SnXXHMNcHLMpWIcuj0hxEkolUrxz//8z/ziF78gHo+zcuVK/vt//+80NTXljhkYGOBv/uZveOONN3A4HFx11VX82Z/9Gbou97tOVP39/VxwwQU8+uijubulYFZG/eY3v8mOHTvw+/3cfPPN3H777cdxpOJIDz/88IKB+759+3L/LfN4crj77rv58Y9/zNjYGEuWLOGv/uqvchk34sRzdK/2Q771rW/lbtQkEgm+/e1v8/jjj5NMJjnrrLP467/+a0kFP8HdcssttLa28j/+x/8AZB5PFs8//zz//M//THd3N5WVlXz605/Oq2ljGAbf/e53eeCBBwiFQqxdu5a//uu/pq6u7jiOWhwtHA7zL//yLzz77LO5tP3LLruML3/5y7nFwxN9LiXgF0IIIYQQQgghFiFpyyeEEEIIIYQQQixCEvALIYQQQgghhBCLkAT8QgghhBBCCCHEIiQBvxBCCCGEEEIIsQhJwC+EEEIIIYQQQixCEvALIYQQQgghhBCLkAT8QgghhBBCCCHEIiQBvxBCCCGEEEIIsQjpx3sAQgghhPjD+PrXv87DDz/8O713xYoVPPjgg7nHoVCIRx99lBdffJF9+/YxPT2NrusUFhZSUlLCunXrOP3009mwYQOqmr++cN555zE4OAjApk2b+MEPfrDgdb///e/zz//8zxQUFPD6668veJ53c/nll/NP//RP7/XjCiGEEIuCBPxCCCHEKaK/v59gMDjn+Wg0SjQaBZj3dYDTTjst999PPvkkf/M3f8P09HTuObfbTTabpa+vj76+Pt566y3uuece3nzzzbzzTE5O5gXpr7zyCrOzs3g8nnmvu2vXLgCWLFmy4Hl8Ph8Wi2Whjz1n/EIIIcSpQgJ+IYQQ4hRx1113zfv8//yf/5MHHniAsrIyNm/efMxzPPLII3z961/HMAw2bNjAbbfdxtq1a3G73QCMjo7y5ptv8thjj5FMJlEUJe/9u3fvzv13QUEB09PTPPfcc1xxxRXzXm/nzp0AtLW1LXie++67j4aGhmOOWwghhDgVyR5+IYQQ4hR3aBV96dKlxzxufHycb37zmxiGwXXXXcfPfvYzNm3alAv2AYqLi7nsssv493//d773ve8teC2/38/VV18NwK9//et5rzc9Pc3AwAAwN+A/dB6Xy0V9ff17+ZhCCCHEKUcCfiGEEOIUlk6naW9vB9494H/qqadyqf9f/epX3/Xcdrt9znOHAvW2tjYuvvhiAF566SUikcicY49cxV8o4G9ra5uTRSCEEEIIkwT8QgghxCmso6ODZDIJvHvA39nZmfvvgoKC3+l6R2YTrFy5kpKSEuLxOC+88MKCx3o8Hqqrq+d9bdmyZb/TOIQQQohTgQT8QgghxCnsUOAMc1fRj3ZkYb1/+7d/I5VKva9rzczM0N/fD5gBv6IoXHTRRQA8/fTTC45tyZIleav4R55n+fLl72sMQgghxKlEivYJIYQQp7A9e/YA5NrpHcuFF17Ij370I9LpNHfccQcPPPAA5557Lhs2bGDDhg2UlZUd8/3zpeh/5CMf4e677+bFF18kHo/nbQM4dPyxCvZ94xvf4O/+7u8WvGZ9ff2CxQqFEEKIxU5W+IUQQohT2EJt7+azfPly/s//+T+5wH5ycpKHH36Yr33ta5x77rlcfvnl3HnnncTj8WNey+v15lL0161bRyAQIBqN8tJLL+WOnZ2dpbe3F5i71eDIrITp6WnGx8cX/N+73YQQQgghFjNZ4RdCCCFOUdlslr179wLvns5/yCWXXMKFF17Iq6++ygsvvMDrr79Oe3s7hmGwf/9+vvWtb/HQQw9x//3351Xvh8Mr80feXNA0jQsuuIAHH3yQp556igsvvDB3rGEY847t0Hk2btzInXfe+b4+cyQS4Sc/+Qk7d+5k586djI+Pc9VVV/Htb3/7fZ1HCCGEOBnICr8QQghxiurq6spV3X+3gn1H0nWds88+m7/6q7/iV7/6Fa+88gp/+7d/m1u1b29vP2ZLvqMD+I985CMAbN68OVdA8NCxTqeTurq6ec/T0tLynsd8yNTUFP/6r//Krl27pOCfEEKIRU8CfiGEEOIUdWj/Prz3Ff75BAIBrrvuOn72s59hsVgAePvtt/OOCYfD9PT0AHNvLmzcuBGPx8Ps7CyvvPIKkL/VQFXVec/zuwT8xcXFvPjii7z00kt897vffd/vF0IIIU4mEvALIYQQp6gj295VVlb+3ucrKyujtLQUgFgslvfakSn6Rwf8FouF8847Dzhcrf/I9n0Lned3CfitVuu7FicUQgghFgsJ+IUQQohT1JF76o9se/e7isVijI+PA9DQ0DDvteZL0Qe4+OKLAXjuueeYmZnJreIfnXZ/6Dy6rtPU1PR7j1kIIYRYzCTgF0IIIU5R77Vg3969exkZGXnX8/3DP/xDbmX/uuuuy3tt586dwNwU/UPOOussnE4n09PT3HnnnWSzWWDuCv+h89TW1mK1Wt91TEIIIcSpTAJ+IYQQ4hTU39/P9PQ08O4t+R566CEuuugivva1r/HCCy8QCoVyr01PT/Pss89y4403cu+99wJw8803c+aZZ+ad49DK/ELFAe12O2effTZArvK+3W5fMFPgd0nnF0IIIU410pZPCCGEOAUdCpzh3Vf49+zZQyKR4NFHH+XRRx8FwOVyYRhGrso/mAH6l7/8ZW6//fa890ejUbq6ut71WhdffDFPP/107pytra1omjbveZ577rk5NxWOtn79er7zne8c8xghhBBiMZOAXwghhDgFHQr4HQ4H9fX1xzz2Bz/4AS+88AKvvfYau3btYmBggHA4jKIoFBUV0djYyBlnnMEVV1wxb0G8PXv2LJiif6RNmzZhtVpzrfmOPvbI88RisTmFAY9WVVV1zNeFEEKIxU4xDpW6FUIIIYQ4hSQSCVasWMFVV13Ft7/97eM9HCGEEOIDJ3v4hRBCCCGEEEKIRUhS+oUQQghxSrn77rsJhUJkMhkA9u3bx7/9278B5r7/9evXH8/hCSGEEB8YSekXQgghxCnl/PPPZ2BgYN7XvvKVr/DVr371DzwiIYQQ4sMhAb8QQgghhBBCCLEIyR5+IYQQQgghhBBiEZKAXwghhBBCCCGEWIQk4BdCCCGEEEIIIRYhCfiFEEIIIYQQQohFSAJ+IYQQQgghhBBiEZKAXwghhBBCCCGEWIQk4BdCCCGEEEIIIRYhCfiFEEIIIYQQQohFSAJ+IYQQQgghhBBiEZKAXwghhBBCCCGEWIQk4BdCCCGEEEIIIRYhCfiFEEIIIYQQQohF6P8HmPbNDIO+dZcAAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#лучший по силуэту строим\n",
+    "kmeans = KMeans(n_clusters=5, max_iter=10, random_state=SEED, algorithm='lloyd').fit(fc_data_wo_outl_sc)\n",
+    "cluster_pred = kmeans.predict(fc_data_wo_outl_sc)\n",
+    "print(f'{silhouette_score(fc_data_wo_outl_sc, cluster_pred):1.3}')\n",
+    "\n",
+    "tsne_res = plot_tsne(fc_data_wo_outl_sc, color=cluster_pred)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "34078048-8b56-4ca5-ad78-d88a437a1d37",
+   "metadata": {},
+   "source": [
+    "> В кластер №0 попала часть другого облачка точек. В кластер №1 попали разные облачка. Кластер №2 неплохо вышел, но там есть отдельные точки из других. Кластер №3 тоже несколько облачков забрал. Кластер №4 красавчик, но есть вкрапления 3. Но в целом как будто норм. (плюс поправка, что визуализация и кластеризация не одно и то же"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "ad322401-f9a7-416a-8808-ef7bdd8d5878",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.436\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#Глянем на вариант с 6 кластерами всё-таки\n",
+    "kmeans = KMeans(n_clusters=6, random_state=SEED).fit(fc_data_wo_outl_sc)\n",
+    "cluster_pred = kmeans.predict(fc_data_wo_outl_sc)\n",
+    "print(f'{silhouette_score(fc_data_wo_outl_sc, cluster_pred):1.3}')\n",
+    "\n",
+    "tsne_res = plot_tsne(fc_data_wo_outl_sc, color=cluster_pred)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "32ec1584-141a-4965-8eb2-88769844c281",
+   "metadata": {},
+   "source": [
+    ">Облачко (кластер №5 здесь) отделилось от единого кластера на прошлом варианте (кластер №3 на прошлой картинке). "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7463d637-6a19-4dba-a842-937862c52b4c",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "edcd05af-7eab-4ce8-b1fc-d77799decf7f",
+   "metadata": {},
+   "source": [
+    ">**Agglomerative clustering**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "d5079adf-38fb-4ec4-81ca-b7c433bc5e83",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "По силуэту лучший вариант: distance=euclidean linkage=single\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>distance</th>\n",
+       "      <th>linkage</th>\n",
+       "      <th>silhouette</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>l2</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.560186</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>minkowski</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.560186</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.560186</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.559192</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>minkowski</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.559192</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     distance  linkage  silhouette\n",
+       "16         l2   single    0.560186\n",
+       "7   minkowski   single    0.560186\n",
+       "1   euclidean   single    0.560186\n",
+       "0   euclidean  average    0.559192\n",
+       "6   minkowski  average    0.559192"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#agglomerative clustering\n",
+    "res_df_ac = algorithm_selection(X=fc_data_wo_outl_sc, metrics=['Silhouette'], n=6)\n",
+    "\n",
+    "print(f'По силуэту лучший вариант: distance={res_df_ac.iloc[res_df_ac['silhouette'].idxmax()][0]} linkage={res_df_ac.iloc[res_df_ac['silhouette'].idxmax()][1]}')\n",
+    "(res_df_ac.sort_values(by=['silhouette'], ascending=False)).head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3db19808-eaf1-4c03-9c73-b9912fc9f483",
+   "metadata": {},
+   "source": [
+    ">Несколько вариантов одинаково хороши по метрике, возьмём самый простой euclidean-average"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "0e5a0f4b-2516-469c-ba62-428fb841922f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#и визуализация\n",
+    "clustering = AgglomerativeClustering(n_clusters=6, metric='euclidean', linkage='single')\n",
+    "cluster_pred = clustering.fit_predict(fc_data_wo_outl_sc)\n",
+    "tsne_res = plot_tsne(fc_data_wo_outl_sc, color=cluster_pred)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b00b2c66-aaa4-40d4-a6e1-4b24458f37da",
+   "metadata": {},
+   "source": [
+    ">ТОП. Шутка конечно.  Полнота тут, наверно, почти 1 была бы (типо почти все в одном кластере). Зато гомогенность должна страдать, но разметки нет, поэтому эти метрики не попробовать."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "ea37e2b1-4bc6-4677-9a7a-4a4d1233bf7a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(array([0, 1, 2, 3, 4, 5]), array([9989,    1,    1,    1,    1,    1]))"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#даже интересно посмотреть сколько в какой кластер клеток разкластеризовалось:\n",
+    "np.unique(cluster_pred, return_counts=True) #ну да, всё в одном "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ac7db677-a1ed-41be-9218-cdf7ef4ddd6b",
+   "metadata": {},
+   "source": [
+    ">давайте визуализируем парочку других вариантов расстояния (но будем брать лучшие по силуэту в своей группе)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "8ab7bbea-eae9-4f18-aee6-262e6b01940c",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>distance</th>\n",
+       "      <th>linkage</th>\n",
+       "      <th>silhouette</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.559192</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.560186</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.273170</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>manhattan</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.491821</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>manhattan</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.508298</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>manhattan</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.420107</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>minkowski</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.559192</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>minkowski</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.560186</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>minkowski</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.273170</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>cosine</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.320331</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>cosine</td>\n",
+       "      <td>single</td>\n",
+       "      <td>-0.363064</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>cosine</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.086769</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>l1</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.491821</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>l1</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.508298</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>l1</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.420107</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>l2</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.559192</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>l2</td>\n",
+       "      <td>single</td>\n",
+       "      <td>0.560186</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>l2</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.273170</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "     distance   linkage  silhouette\n",
+       "0   euclidean   average    0.559192\n",
+       "1   euclidean    single    0.560186\n",
+       "2   euclidean  complete    0.273170\n",
+       "3   manhattan   average    0.491821\n",
+       "4   manhattan    single    0.508298\n",
+       "5   manhattan  complete    0.420107\n",
+       "6   minkowski   average    0.559192\n",
+       "7   minkowski    single    0.560186\n",
+       "8   minkowski  complete    0.273170\n",
+       "9      cosine   average    0.320331\n",
+       "10     cosine    single   -0.363064\n",
+       "11     cosine  complete    0.086769\n",
+       "12         l1   average    0.491821\n",
+       "13         l1    single    0.508298\n",
+       "14         l1  complete    0.420107\n",
+       "15         l2   average    0.559192\n",
+       "16         l2    single    0.560186\n",
+       "17         l2  complete    0.273170"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res_df_ac #фулл табличка, чтобы выбирать"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "66a6e6f8-30c8-4433-a42e-865bd389ced0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "clustering = AgglomerativeClustering(n_clusters=6, metric='cosine', linkage='average')\n",
+    "cluster_pred = clustering.fit_predict(fc_data_wo_outl_sc)\n",
+    "tsne_res = plot_tsne(fc_data_wo_outl_sc, color=cluster_pred)\n",
+    "#уже лучше"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "44a8d91b-d132-4368-896d-f90c65f851a6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "clustering = AgglomerativeClustering(n_clusters=6, metric='minkowski', linkage='single')\n",
+    "cluster_pred = clustering.fit_predict(fc_data_wo_outl_sc)\n",
+    "tsne_res = plot_tsne(fc_data_wo_outl_sc, color=cluster_pred)\n",
+    "#провал"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d2a8a47b-2662-4978-81a1-b86af250087c",
+   "metadata": {},
+   "source": [
+    ">Здесь всё-таки в случае cosine получилось покрасить более менее точки по облачкам."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1e11a83a-bc6a-4422-b705-c9e0c80e8171",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f9bc35e4-9bec-4951-a09a-734f52acf12a",
+   "metadata": {},
+   "source": [
+    ">**DBSCAN**\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "f47415c0-e18c-4229-a250-74de8c8f7660",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#давайте здесь тоже перепишем чутка функцию подбора\n",
+    "def dbscan_selection(X, epsilons=[2, 3, 5, 10], min_samples =[5, 10, 50], \n",
+    "                     distances=['euclidean', 'manhattan']):\n",
+    "    \n",
+    "    columns_for_df = ['metric','min_samples', 'eps', 'silhouette']\n",
+    "    compare_dataframe = pd.DataFrame(columns=columns_for_df)\n",
+    "    \n",
+    "    for distance in distances:\n",
+    "        for min_samp in min_samples:\n",
+    "            for epsilon in epsilons:\n",
+    "                clustering = DBSCAN(eps=epsilon, min_samples=min_samp, metric=distance)\n",
+    "                labels_pred = clustering.fit_predict(X)\n",
+    "                silhouette = silhouette_score(X, labels_pred)#, metric=distance)\n",
+    "                res = {'metric': distance, 'min_samples': min_samp, 'eps': epsilon, 'silhouette': [silhouette]}\n",
+    "                compare_dataframe = pd.concat([compare_dataframe, pd.DataFrame(res)], ignore_index=True) \n",
+    "    \n",
+    "    return compare_dataframe"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "170e732e-bd42-4f41-945b-a7763c85ebdf",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "По силуэту лучший вариант: metric=euclidean min_samples=5 eps=5\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>metric</th>\n",
+       "      <th>min_samples</th>\n",
+       "      <th>eps</th>\n",
+       "      <th>silhouette</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>5</td>\n",
+       "      <td>5</td>\n",
+       "      <td>0.829116</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>5</td>\n",
+       "      <td>10</td>\n",
+       "      <td>0.829116</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>manhattan</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>0.829116</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>10</td>\n",
+       "      <td>5</td>\n",
+       "      <td>0.829116</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>euclidean</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
+       "      <td>0.829116</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       metric min_samples eps  silhouette\n",
+       "2   euclidean           5   5    0.829116\n",
+       "3   euclidean           5  10    0.829116\n",
+       "19  manhattan          10  10    0.829116\n",
+       "6   euclidean          10   5    0.829116\n",
+       "7   euclidean          10  10    0.829116"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res_df_dbs = dbscan_selection(fc_data_wo_outl_sc)\n",
+    "\n",
+    "print(f'По силуэту лучший вариант: metric={res_df_dbs.iloc[res_df_dbs['silhouette'].idxmax()][0]} min_samples={res_df_dbs.iloc[res_df_dbs['silhouette'].idxmax()][1]} eps={res_df_dbs.iloc[res_df_dbs['silhouette'].idxmax()][2]}')\n",
+    "(res_df_dbs.sort_values(by=['silhouette'], ascending=False)).head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "013a33e8-3a36-4a9d-8d43-c73184f7d0e6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#визуализируем лучший (самый простой из лучших)\n",
+    "dbs_clustering = DBSCAN(eps=5, metric='euclidean', min_samples=5)\n",
+    "cluster_pred = dbs_clustering.fit_predict(fc_data_wo_outl_sc)\n",
+    "tsne_res = plot_tsne(fc_data_wo_outl_sc, color=cluster_pred)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "824896cd-3b37-4a90-9372-97d8d28fe75c",
+   "metadata": {},
+   "source": [
+    ">ну не получилось тут совсем"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "307b147b-658a-4b4c-af47-0bc216037a99",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2843c80c-690c-4f2d-8b24-2d45dff31c91",
+   "metadata": {},
+   "source": [
+    "Удалось ли вам получить ситуацию, где отдельные группы точек покрашены в один цвет?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8b27c288-f504-432e-bed0-1048e61da55d",
+   "metadata": {},
+   "source": [
+    "> В общем, если визуально оценивать, более менее справились KMeans и агломеративная кластеризация (с расстоянием cosine). Нам дальше нужно будет найти только 4 кластера. Сравним по силуэту и возьмём лучший для дальнейшей работы: KMeans (2 нижние ячейки с расчётом)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "id": "1e7fe7ac-39f1-451b-b0e3-2bbb6ac0fdf0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>n_clusters</th>\n",
+       "      <th>max_iter</th>\n",
+       "      <th>algorithm</th>\n",
+       "      <th>silhouette</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>lloyd</td>\n",
+       "      <td>0.507953</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>elkan</td>\n",
+       "      <td>0.507953</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>4</td>\n",
+       "      <td>100</td>\n",
+       "      <td>lloyd</td>\n",
+       "      <td>0.507953</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  n_clusters max_iter algorithm  silhouette\n",
+       "0          4       10     lloyd    0.507953\n",
+       "1          4       10     elkan    0.507953\n",
+       "2          4      100     lloyd    0.507953"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#выбор kmeans для 4\n",
+    "(res_df_km[res_df_km['n_clusters'] == 4].sort_values(by=['silhouette'], ascending=False)).head(3)\n",
+    "#одинаково 0.507953 для всех"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "id": "a5cfbcf2-b030-4d2d-9100-844fcbe5380d",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>distance</th>\n",
+       "      <th>linkage</th>\n",
+       "      <th>silhouette</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>cosine</td>\n",
+       "      <td>average</td>\n",
+       "      <td>0.482284</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>cosine</td>\n",
+       "      <td>complete</td>\n",
+       "      <td>0.090055</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>cosine</td>\n",
+       "      <td>single</td>\n",
+       "      <td>-0.349964</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "  distance   linkage  silhouette\n",
+       "0   cosine   average    0.482284\n",
+       "2   cosine  complete    0.090055\n",
+       "1   cosine    single   -0.349964"
+      ]
+     },
+     "execution_count": 42,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#выбор агломеративной для 4\n",
+    "res_df_ac = algorithm_selection(X=fc_data_wo_outl_sc, distances=['cosine'], metrics=['Silhouette'], n=4)\n",
+    "(res_df_ac.sort_values(by=['silhouette'], ascending=False)).head(3)\n",
+    "#топ 0.482284. => возьмём KMeans"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "07f44cf9-d1b2-49fc-a24d-fb2abed1c044",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "id": "d8cf9be1-8554-427e-899d-85512319b146",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x900 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "#выбранный ещё раз прогонем для дальнейшей работы (клеточных типов ниже 4, кол-во кластеров так и зададим)\n",
+    "clust = KMeans(n_clusters=4, random_state=SEED).fit(fc_data_wo_outl_sc)\n",
+    "cluster_pred = clust.predict(fc_data_wo_outl_sc)\n",
+    "\n",
+    "tsne_res = plot_tsne(fc_data_wo_outl_sc, color=cluster_pred)\n",
+    "\n",
+    "fc_data = fc_data_wo_outl"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "216ae127-a7b7-4245-a978-48504a8cb2cb",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fe78762b-cadb-4eeb-ae2b-1a6ca7be05dc",
+   "metadata": {},
+   "source": [
+    "#### 3.3. Аннотация клеточных типов\n",
+    "\n",
+    "4 балла"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1552d02d-3579-45b8-84ca-d44bee4882d1",
+   "metadata": {},
+   "source": [
+    "Теперь когда мы подобрали хороший алгоритм кластеризации, можно аннотировать наши клетки. Для этого мы нарисуем t-SNE и покрасим точки в зависимости от интенсивности экспрессии поверхностных маркеров. В датасете присутствуют следующие типы клеток:\n",
+    "\n",
+    "* B_cells\n",
+    "* T_cells\n",
+    "* Monocytes\n",
+    "* Other cells\n",
+    "\n",
+    "Вам нужно будет выяснить, какие клетки экспрессируют определенные маркеры и присвоить каждому кластеру один из типов клеток."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "74ac9a1c-2d5a-4296-a07a-0d43fcc1aa56",
+   "metadata": {},
+   "source": [
+    "Для начала нарисуем все это безобразие:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "id": "8d8b2a67-494e-430c-8871-2ca1a479a39f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 2000x2000 with 18 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Результаты t-SNE уже есть в переменной tsne_res\n",
+    "fig, axes = plt.subplots(3, 3, figsize=(20, 20))\n",
+    "for col, ax in zip(fc_data.columns, axes.ravel()):\n",
+    "    scatter = ax.scatter(tsne_res[:, 0], tsne_res[:, 1], \n",
+    "                         c=fc_data[col], cmap=\"YlOrBr\")\n",
+    "    fig.colorbar(scatter, ax=ax)\n",
+    "    ax.set_title(col)\n",
+    "    ax.grid(False)\n",
+    "    ax.axis(\"off\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "387a5192-36d9-4806-854b-bcf6eb00c103",
+   "metadata": {},
+   "source": [
+    "Дальше дело за вами, нужно определить клеточный тип для каждого кластера и записать их как значения в словаре:"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7c7e6975-f129-4a70-a7f1-d40658e72352",
+   "metadata": {},
+   "source": [
+    ">*CD3 T-cell, CD19 B-cell, CD14|CD11c Monocytes*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "94452812-efc3-4fbe-8c75-a802aa5f24a4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cell_type_cluster_map = {0: \"T_cells\", \n",
+    "                         1: \"B_cells\", \n",
+    "                         2: \"Monocytes\", \n",
+    "                         3: \"Other cells\"}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "id": "13ea2cbd-6df2-421b-895f-2a9bccedc7af",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "labeled_fc_data = fc_data.assign(Population=clust.labels_)\n",
+    "labeled_fc_data[\"Population\"] = labeled_fc_data[\"Population\"].map(cell_type_cluster_map)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e26897e3-8161-4816-a4fe-3717d03433cb",
+   "metadata": {},
+   "source": [
+    "Посчитайте, как распределены типы клеток:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "2c3b11f5-41d1-42f0-960b-4cea03301a01",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Population\n",
+       "T_cells        5915\n",
+       "B_cells        2028\n",
+       "Monocytes      1083\n",
+       "Other cells     968\n",
+       "Name: count, dtype: int64"
+      ]
+     },
+     "execution_count": 47,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "labeled_fc_data.Population.value_counts()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b424f856-e4f8-44ee-a4e8-5332ef3280e2",
+   "metadata": {},
+   "source": [
+    ">ну хотя бы не всё в одном, но в целом они несбалансированы конечно"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a1efdb04-814c-4418-b6fe-5811ac3e34bc",
+   "metadata": {},
+   "source": [
+    "Сохраните ваши результаты в csv файл, мы сравним их с правильными ответами по метрике `f1_score(average=\"macro\")`, которая хорошо подходит, даже если классы не сбалансированы."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "id": "8fdda3b6-f97c-4be4-8c00-3f8e039fa840",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#наверно, нужно вернуть аутлаеры обратно в df\n",
+    "only_outl = orig_fc_data[((orig_fc_data['FSC-A'] > 10) | \n",
+    "              (orig_fc_data['SSC-A'] > 10) |\n",
+    "              (orig_fc_data['CD56'] < -10) |\n",
+    "              (orig_fc_data['CD11c'] < -10) |\n",
+    "              (orig_fc_data['CD45'] < -5))]\n",
+    "only_outl['Population'] = 'Other cells' #надо им установить хоть что-нибудь, логично взять как другие клетки\n",
+    "data_to_csv = pd.concat([labeled_fc_data, only_outl]).sort_index()\n",
+    "\n",
+    "data_to_csv.to_csv(join(DATA_PATH, 'labeled_fc_data.csv'))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fc064d4f-6451-42ee-a129-640b7a4b333e",
+   "metadata": {},
+   "source": [
+    "#### 3.4. Атоматическая аннотация\n",
+    "\n",
+    "**дополнительные** 5 баллов"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6d11fd03-325d-4267-b532-c2e2a6b261b6",
+   "metadata": {},
+   "source": [
+    "Это задание является дополнительным. Вам нужно построить классификатор клеточных типов на основе размеченных вами данных. Пока что мы прошли не так много разных классификаторов, но уже есть из чего выбирать.\n",
+    "\n",
+    "Оцените качество полученной модели при помощи `f1_score(average=\"macro\")`. Попробуйте его улучшить, каким-то образом поработав с дисбалансом классов ([помощь](https://elitedatascience.com/imbalanced-classes))."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "id": "6806932e-d33b-48d1-a673-e11fc46418a5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sklearn.metrics import f1_score\n",
+    "from sklearn.model_selection import train_test_split"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "id": "6a1d9462-6737-4beb-9cab-3dcd4074c6d4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#берём данные\n",
+    "X = labeled_fc_data.drop('Population', axis=1)\n",
+    "y = labeled_fc_data[['Population']]\n",
+    "\n",
+    "#они уже стандартизованы, поэтому сразу к сплиту\n",
+    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.33, random_state=SEED, stratify=y)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "id": "37bf043e-b15f-496d-bc63-bb08d85005e3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.9887719987470487"
+      ]
+     },
+     "execution_count": 51,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from sklearn.neighbors import KNeighborsClassifier\n",
+    "#knn\n",
+    "neigh = KNeighborsClassifier(n_neighbors=5)\n",
+    "neigh.fit(X_train, y_train)\n",
+    "y_pred = neigh.predict(X_test)\n",
+    "f1_score(y_test, y_pred, average='macro')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "id": "19e485d3-8944-43f8-97ce-258968d2fa93",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.9934926625986789"
+      ]
+     },
+     "execution_count": 52,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from sklearn.linear_model import LogisticRegression\n",
+    "#логистическая регрессия\n",
+    "clf = LogisticRegression(random_state=SEED)\n",
+    "clf.fit(X_train, y_train)\n",
+    "y_pred = clf.predict(X_test)\n",
+    "f1_score(y_test, y_pred, average='macro')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b00903b7-d7b2-40ef-ae0e-ad24e0bfa8e8",
+   "metadata": {},
+   "source": [
+    ">они оба неплохо тут сработали согласно f1-скору"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d5d0a9c8-9285-47b0-a419-c69d3cdc6270",
+   "metadata": {},
+   "source": [
+    "### Задание 4. Любимое место\n",
+    "\n",
+    "дополнительно 0.5 балла\n",
+    "\n",
+    "Расскажите о вашем любимом месте, куда бы вы хотели съездить этой весной, если вы уже там бывали, то прикрепите фотографию)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cf4015a3-700a-49b8-a09c-1dc2836cf848",
+   "metadata": {},
+   "source": [
+    ">Сначала подумала, что название \"Любимое место\" означает любимое место домашки, когда всё закончил))\n",
+    ">\n",
+    ">Сейчас прям любимых мест даже, наверное, и нет. Буду в Питре погуляю по городу, загляну к мостам. Всё слишком стандартно, скину вам ночную Лахту"
+   ]
+  },
+  {
+   "attachments": {
+    "91ea8184-9c7a-410e-b7b2-23e3a51f5ff2.jpg": {
+     "image/jpeg": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYF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\nQXRy/PpUVaCP/9k=\n"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "e7b4ee9b-0786-4f11-9e48-9760c9d9c79e",
+   "metadata": {},
+   "source": [
+    "![pic_1.jpg](attachment:91ea8184-9c7a-410e-b7b2-23e3a51f5ff2.jpg)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "824b9905-57ad-4206-a6dc-a606bebf0d29",
+   "metadata": {},
+   "source": [
+    "### Therapy time\n",
+    "\n",
+    "Напишите здесь ваши впечатления о задании: было ли интересно, было ли слишком легко или наоборот сложно и тд. Также сюда можно написать свои идеи по улучшению заданий, а также предложить данные, на основе которых вы бы хотели построить следующие дз.\n",
+    "\n",
+    "**Ваши мысли:**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7e27b6e1-3c2c-40e1-8fec-7ac4edf355f8",
+   "metadata": {},
+   "source": [
+    "круто, что был примерчик с биологией)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "ML",
+   "language": "python",
+   "name": "ml"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/hw_3_unsupervised_learning/data/flow_c_data.csv b/hw_3_unsupervised_learning/data/flow_c_data.csv
new file mode 100644
index 0000000..489d264
--- /dev/null
+++ b/hw_3_unsupervised_learning/data/flow_c_data.csv
@@ -0,0 +1,10001 @@
+,FSC-A,SSC-A,HLA-DR,CD3,CD45,CD14,CD56,CD19,CD11c
+0,0.722198828125,0.1542323046875,0.4944489233207522,0.5128531377387415,4.057328013568763,1.0192554487508725,4.00727349062489,-1.4069120585788613,0.3844055239564642
+1,0.7510734375,0.114617890625,4.671924079038652,0.8220424336666787,4.933149247731494,0.1593876482994187,-0.2164074877057045,6.034845318080897,0.577039181413
+2,1.108187578125,0.15001119140625,-0.4228573882839416,4.006352852751507,5.616383884251185,0.5192228391195848,0.7830768231672139,-0.3186682808995732,-0.49383163397813
+3,0.5533103125,0.1199287890625,0.3459678644051591,3.3323097908395,5.260935166540064,1.4812294560094643,0.2648456298116956,0.6948834394162822,3.416959980665062
+4,0.7748840625,0.0769844287109375,4.984962898246335,0.8855006884549363,4.562367189210982,0.2171165765721812,0.0862791119445414,5.563345027128286,0.4715910282296854
+5,0.71137078125,0.150063994140625,4.733173808888967,1.8400150572942569,4.940238507903258,1.3416670006802167,-0.8649462594855643,4.896800108594449,-0.005327319752013
+6,0.80913578125,0.096800322265625,5.697169681590799,1.4022693200893288,4.980078569285372,0.1057197875494828,0.1336123060353647,5.767285684206315,0.6315911235212633
+7,0.9508325,0.125347080078125,4.483281095987129,0.7334462916418059,4.600168441029412,0.4175409691858767,0.5016234202886622,5.46360744992748,-2.2318654382827154
+8,0.84009484375,0.0972101953125,3.9988780975101936,-1.4634350169231258,4.644376309116224,0.3204158692432216,0.0146297910656434,5.122806078782978,-1.7844287555993597
+9,0.835190859375,0.10919359375,4.135428834628539,0.2927658883322711,5.254400216991123,-0.1854624367054005,-0.3726600429719392,5.664272725653424,1.3633482012188929
+10,0.7061340625,0.17965853515625,-0.1912606170910917,4.439595356779832,5.551211091458241,0.2267912171184986,2.273898531858108,0.0672057306119935,-0.4239606790631097
+11,0.70680015625,0.20397771484375,5.839470270892206,0.1307411872511693,5.320924542693835,0.98543615180257,0.0832804731264827,4.951053284682512,1.2572987719667303
+12,0.97286578125,0.100367919921875,-0.0286500476780659,4.983819043735365,5.662334082959545,0.1702262297830087,0.6815074804398333,0.4700744354231208,0.7758272341661051
+13,0.698862578125,0.097486240234375,0.2988615234613913,5.46003036659314,5.420590565922852,1.3920447740328696,-0.0774450685999754,0.5147109906604058,-0.8295385369504142
+14,0.883090390625,0.17084966796875,2.93367025084722,0.4719873044098717,4.658396775317298,1.9874496448843209,-0.1674091604278193,0.1474487681380707,4.881390429793038
+15,1.07945890625,0.14548884765625,1.5753591781280405,4.459081790890738,5.134870564003725,0.4917501755173517,0.2483486740037221,0.0414659378083578,-0.0248803836262519
+16,0.97044234375,0.12144943359375,0.4619170073106913,4.742936314210665,5.476911762610939,1.161906658844241,0.6578016581550264,0.1404206308559011,0.7863198348203901
+17,0.909909296875,0.206781328125,-0.4386178557581445,0.8745543217023978,4.774439509129093,0.8345675123362192,3.6683142255715775,0.0970989620151095,1.5284360570643742
+18,1.0269353125,0.3884073046875,3.722690545339857,1.2101026910176698,5.121879750778425,5.092112776479368,1.3791838273985468,-1.1022760241709295,3.3965705535833584
+19,0.6845315625,0.22436544921875,0.0671095087902355,0.0953459475452874,4.615015298561656,1.0303698150136589,4.033745944334108,0.2146086924739794,0.1990934242020685
+20,0.872257109375,0.105961455078125,1.204669725993118,4.996120912999784,5.3700814573730185,1.0397679651055802,0.3733819967876721,0.5457539953198016,-0.2274688847524743
+21,0.863472890625,0.096054404296875,-0.2431816465073265,4.6305304728612855,4.911352664574014,-0.0745179526845595,-0.2598410816358699,-0.0475424261434592,-0.6380989369768839
+22,0.73848671875,0.1532643359375,0.6907100995148272,4.074258650560913,5.2104195330163074,0.5569593396622661,0.3756582171303663,0.5612869638862057,-0.2503200111858862
+23,1.056338046875,0.160224296875,1.9852525374454488,4.286797205352076,5.336416985595513,0.8453693547896194,3.910132141138418,0.0527969916462859,0.406673622690291
+24,0.83060265625,0.093900048828125,1.2066721622240266,4.583117076633508,5.607824854549415,0.7056039360484925,-0.4175908813809103,-0.1028091675168886,-0.552098451495632
+25,0.76707296875,0.1334796484375,0.5922958203644166,5.269440611750708,5.656197021575991,0.818206045536639,-0.4968794080860566,0.3105157487805077,0.6712620854872385
+26,0.915662265625,0.147910244140625,1.0536053168584365,4.766310037168736,5.5935137349011015,0.3679653683727416,0.2811531819243263,-0.4217997621731575,0.546879882101788
+27,2.1274375,0.5371887890625,5.950776511139579,4.553465684002124,6.05658007987303,1.576230152781419,0.0488098757679021,5.872551166079804,0.4701912553827613
+28,1.144825234375,0.4418960546875,3.056726066078004,1.231259895537696,3.513311659865963,4.363900089603985,1.0100380614761313,0.3079645604856411,1.5572971408516971
+29,0.85856765625,0.13861349609375,-0.7842033576917444,4.936594764413489,5.128367504467737,0.8854478444595801,-0.4391921416843092,0.3367183885469284,0.9639530400675556
+30,0.913611953125,0.146589423828125,1.81311074835684,4.7540029671491,5.217497093600378,0.8522157487070628,0.8112198018089108,0.3394372129926195,-0.0102738253432855
+31,0.93822,0.11298203125,1.9003328333488003,4.818046258741693,5.453262072885946,0.3117291852851516,-0.2009797280035111,-0.4384218177690673,-0.7187591697802961
+32,1.11302625,0.151324814453125,1.5717037996769323,4.573120674075957,5.479810930393949,0.2304109771242352,0.1947013746692296,-0.1996208232042531,-0.8791595687960976
+33,0.71236109375,0.08373375,5.073402260986638,-0.8874166187630592,4.752229238213675,0.2477569179499329,0.0978235992445703,5.547401204974688,1.8905313343598644
+34,0.90111,0.1326076953125,1.686415296421466,4.779420129591784,5.7667628371863024,0.8462367177009786,0.1257974294450327,0.5288089163660394,-0.2738647463226936
+35,0.911631953125,0.1648510546875,0.6038180725174855,4.425524697622747,5.410530804515011,0.7934000142339355,0.4217807277985514,0.6639289939727582,-0.4982401620862527
+36,0.8436546875,0.088573564453125,3.635007988398039,0.7507664370304672,4.729804169211467,0.3151295436965145,0.1321474773566131,5.199414660819943,-0.6952729136103548
+37,1.67357921875,0.1700479296875,4.36824051313573,1.442780063270154,5.009893097894592,1.0248584012735316,0.5305287780896661,5.994431446699786,-0.1812114603212562
+38,0.994748125,0.0664412646484375,-0.2993434914373363,5.10641610837577,5.2693773921680895,0.1120234530633522,-0.0391810952532512,-0.2090415204977321,-0.94942511438434
+39,0.578938515625,0.131484306640625,4.874896756625545,1.2044911094388893,4.847628643101376,0.2557557159356212,0.4664291653944877,5.769982975021921,-1.9712287770025323
+40,0.792313203125,0.1705880078125,1.6247210669806849,3.681013336571628,4.382789529381815,0.3992990110917998,0.0333024845927467,-0.1696696691429852,0.4848581902442187
+41,0.65672265625,0.127391630859375,0.6004965447485077,4.403900180605321,5.472086810864038,1.386970465332953,-0.2772732395036609,-0.6375836350650388,-0.4937100539480987
+42,1.075664765625,0.12802353515625,1.5177490981083486,4.661133230846824,5.656702130341674,0.8185884478221658,0.0223649850234014,0.0540906084777859,1.3301380337934614
+43,0.657156171875,0.111628798828125,1.2374768274377117,3.8513384638838297,4.715900706750541,2.134566639792196,1.643267365674873,-0.3799166802635333,2.0950778718121765
+44,1.073308671875,0.43525015625,4.142496633870636,0.9877963132461052,4.829511761583245,4.935431342662163,1.173922332348018,0.3139698865699976,3.558193226046229
+45,0.98119421875,0.184603359375,1.0162287183074583,0.5731138271691487,4.659033526594297,0.5873664582728431,4.000969318545137,-0.311878771080558,-0.3038174165446342
+46,0.852263515625,0.131770546875,1.54296357808622,4.736005393205039,5.3500254776988605,1.472189479399379,0.1787001740753405,-0.5774729452451106,0.2084708316889565
+47,0.920194921875,0.13923640625,2.053516350691996,4.844213839321757,5.369480025077484,0.54873047339384,3.656552119382967,0.4980988604582929,-0.743562945559674
+48,1.139924140625,0.10505650390625,4.914005555305372,1.0780831775873303,4.884119091584119,0.052991431361337,0.0139900625373821,6.023077209838768,0.0651685718119868
+49,0.84490375,0.097357822265625,-2.5145578550834213,7.564548796076616,5.73919276628588,0.3007712874937527,0.3667993969032052,0.486805871400392,3.090615630634696
+50,0.6211776953125,0.104354384765625,1.8694740846438112,5.2720451665622585,5.52039693349369,1.0244149437203065,0.3803426624146341,0.4424229212760715,1.494835432898738
+51,0.92038609375,0.05698609375,0.4847072023023543,4.808117446726977,4.9747959541162405,0.1408174668428233,-0.3439318464125577,-0.3068138480902926,-0.662139002481917
+52,0.8017659375,0.070802197265625,-1.702533884336531,6.563168765499332,4.806370245159712,0.3032485740139379,-0.1684749242032252,0.0463879360145658,1.8459124802685527
+53,0.95369796875,0.165436171875,1.2999759624428229,4.73470963541102,5.548007776736808,0.2279031102563712,2.9320397514296315,-0.555130854344242,-1.1293909146845598
+54,1.002583828125,0.1649752734375,0.9958025640713232,-0.269439930384395,4.68330640543529,1.134821700313524,4.1213309632206245,-0.7628588708062076,0.4935145034664941
+55,0.712890859375,0.111999052734375,1.4992755401439617,4.844556367758555,5.148506404538626,1.443798013150092,0.5126657601054677,0.3537038179424583,-0.1937387228494409
+56,0.6399006640625,0.12335474609375,4.962405205788083,-1.535655946472426,4.039815737947765,0.9500119099151492,-0.3524036329158193,5.331860506319049,1.4111797851451229
+57,0.807033203125,0.127216396484375,0.6985990813754243,4.664875470975885,5.399896293233993,0.3658305994765061,-0.5547401502838538,0.4921961979498952,-1.0519255522749402
+58,1.026255,0.12108216796875,-1.1980033459120674,4.851922746116881,5.532660430607982,0.7236628593015413,0.0658918934087171,0.194510742965719,-0.0206553743879094
+59,1.11730203125,0.157485439453125,-0.1001987797598925,4.909107846907077,5.047529066188063,0.8459989846787708,-0.4444411067649093,0.9308872766179942,0.1109319145863442
+60,0.845725546875,0.11343810546875,1.0251728697886116,4.233408217361735,4.907955065982476,0.3166770914242338,0.0032348848258404,0.3999156976691392,0.0928838478495279
+61,0.89460875,0.1278891015625,2.999791094636003,5.06327042213952,5.409064629702644,0.5177036425132424,-0.0313021694156258,-0.2878702254702076,1.5807571880365974
+62,0.962439296875,0.134976279296875,-0.8170968324667043,4.9113281578825045,5.769540284088969,1.239458025403287,-0.1828629308768308,0.3673633873179717,-0.2854646811826042
+63,0.76455109375,0.1143064453125,-0.0269627909522358,4.967246390761224,4.969003534664218,0.6282734639787768,-0.0908675314289824,-0.0193953313478774,-0.4798353203118997
+64,1.43607,0.2144214453125,4.661177743647906,1.722971124126066,4.310413502806871,0.8292054186742365,0.0740091808706157,5.877339103693625,2.255539382916189
+65,0.865719453125,0.126102001953125,-0.6817021749250617,4.483374535381254,5.3546172109945145,0.2419525993756604,-0.1096003837916546,0.376611444554628,-1.248639978194715
+66,0.90089671875,0.15589216796875,-0.1322307990758552,5.207200141053161,5.476023249780895,0.9331026267386118,0.0906309213805019,-0.0438326400148516,0.4692842298292315
+67,1.019003046875,0.16568640625,1.75011612149218,4.19921865051825,5.294070152399264,0.1060730123702942,3.4508591540237075,0.7242540891169437,0.751418468384942
+68,1.01051703125,0.1729758203125,1.6340948222117342,4.1916921826772855,5.527933180024222,1.0092816139466747,0.214510996743032,-0.4935531369768244,-0.9473019878723776
+69,1.25053,0.345760234375,2.579957098898117,0.571224533489175,4.6356425707898,5.3521205396634,2.228744321966089,0.5497156819582306,2.8424146765370564
+70,0.810589609375,0.091349619140625,0.8920080916512788,4.897490903464364,4.996948584080916,0.2179100421519244,0.4304295699255939,-0.6526581631469257,0.5809055644382093
+71,0.8329578125,0.11197265625,0.7552932208626163,4.705548845088082,5.177828432696029,0.8405426654142738,0.3828120315546354,0.3798435504388503,-1.07256542368727
+72,1.244113359375,0.375982421875,3.5796518488117983,-1.0996973343191354,4.669152262862123,4.886327019092054,0.1209915936340261,-0.1867971216036378,2.8307564836495955
+73,1.220781015625,0.5150297265625,3.465559544243503,-0.2397251283721006,4.733735518984839,5.284105819004832,-0.8015091925073793,-0.579564562735557,3.688330382471407
+74,0.780887265625,0.0782254345703125,5.231512692264149,1.7328202721248325,4.771234507142625,0.1421019014804374,-0.3269630920330296,4.871709758050538,0.6469203754462436
+75,0.432122578125,0.13357025390625,4.731926629897287,-0.3634901297851506,4.744717935355816,1.2280903124276037,0.5612528899993218,6.118013196720961,1.017587092959645
+76,0.833905234375,0.09322853515625,4.61710608684901,1.4134506809073784,5.107640603681731,-0.0152650462463897,0.0606360768726211,5.5995340634168365,0.4585714904806542
+77,3.705053125,0.4578772265625,-2.4820508592528303,8.289766668865987,6.584815860992596,2.263247356453153,-0.0840649234614718,1.097274621026478,3.664888441795262
+78,0.77015703125,0.1691555859375,4.677426829094792,0.7897806589043128,5.293340545764426,1.1879682262274225,0.067064774655845,6.174022261704111,-0.2840964874835437
+79,1.183844765625,0.16931341796875,1.5528112698271594,4.365696120122113,5.575810306710327,0.7395894929606093,3.613654737265551,1.2017125459233078,1.095447654190869
+80,0.9700925,0.085035966796875,5.016751352713463,2.03449584409765,5.013897426824686,0.228917593470448,0.1484164112500317,5.575108534440899,1.8625557242474609
+81,0.742510078125,0.080804658203125,3.827096372779335,-1.8453995191928008,5.059038202613393,-0.2312251601245291,-0.0531233533837893,5.526822798281372,1.780121266436017
+82,0.9590509375,0.1662708984375,0.5511811755574957,0.0190120117970913,4.941706440349318,0.2755353582811866,2.061496171840446,-0.0059925804692456,-0.1562703520943522
+83,0.728929296875,0.123270732421875,5.21923779773068,2.271479722201774,4.997123445872831,1.1674902717981313,-0.7838165066384691,5.615550869100382,0.8566099781308512
+84,1.141818671875,0.10560859375,0.3418689839434852,3.833078146180163,4.924135108551196,0.9134693543633576,-0.0831283872650137,0.2552598829636723,0.217133078356488
+85,1.165986796875,0.142885615234375,0.2808782081356428,5.540229999249036,5.52657207664778,0.6677092474424102,-0.1125867887830657,-0.0595919857239459,-0.3151446247844386
+86,0.87022359375,0.127315400390625,-0.421637839049622,4.955452466249448,5.4975551121145765,0.2868816011038195,0.1789812787153362,0.601126846042408,-0.6617377605092375
+87,0.913012265625,0.1093376171875,-0.2096119551344986,4.265662918765129,5.044168441253427,0.3743687803052112,-0.2860017290544531,-0.4889848515693749,0.4955877984104082
+88,0.783258828125,0.107098046875,0.5326978348156617,5.134863781638002,5.162241918825958,0.6533018822885883,-0.0676044062592009,0.3642847457540286,0.2858006448854976
+89,0.731168046875,0.124605966796875,0.5911403281678742,5.331319925106707,5.433331285862247,0.7539488229813123,0.306689618424762,-0.1952631176002974,0.1972003284354978
+90,0.9500375,0.2630501171875,4.765660735029717,2.367019424018554,4.365422156285515,0.9149527984384028,3.448990164298568,-0.0941277543922293,4.226666088031973
+91,0.785953203125,0.1427871875,0.1043892316694773,4.015026067155697,4.825783969015417,1.1307794238424205,2.8505157139392447,0.0238721124295356,0.8449474958735113
+92,1.065948125,0.150018994140625,0.7097300814183649,4.620979983457994,5.280229793504349,0.5875349488204562,2.4589528067493114,0.1979571029724295,-1.2007554287192137
+93,0.8185865625,0.11129994140625,5.587828238073296,2.588030624466647,5.280563452692759,0.4844630209466768,0.2520013440438385,6.0154788694067935,-1.7436837919451191
+94,0.997320859375,0.12969240234375,-0.4526101056506605,5.582592541827188,5.822994272638486,0.9213642200764436,-0.4211285284369034,0.1385184058135194,1.225605384442258
+95,0.955549609375,0.083641337890625,4.61080252004182,2.166310456765029,5.248171527707973,0.1736159933604062,-0.3040304219077995,5.6749959349988846,0.9108161986978908
+96,1.2007928125,0.131996796875,0.5355120957753629,4.357349633409401,5.691158741930753,0.5768651604405994,-0.427750406451774,0.4421934914188712,0.4661482296218059
+97,0.89994125,0.27070294921875,3.583942408406969,1.2995022722702352,4.944055199215129,2.5338006983545336,-0.8164891964725347,0.4111775502599719,4.651342857386471
+98,0.793336484375,0.082896015625,5.492267538668756,2.149000201582335,4.885762657258572,0.4118697620365104,-0.4051139553666357,5.146642341639796,1.366781690037637
+99,0.814093515625,0.156281640625,-0.2850829703303452,0.3929422497043177,4.62495847216587,-0.047155516312294,4.236446928230436,0.9083084912586916,-0.5924993667315647
+100,0.671953515625,0.162125419921875,-0.2810980694489204,4.482847895515856,5.37775804396689,0.3978603798289954,2.342454820281372,0.0488472209887655,0.7475461556132803
+101,0.94002765625,0.14697408203125,1.1571666807103638,4.823942091387355,5.48062820042338,0.464366920155702,2.896193446996973,-0.3300762245526307,-1.1105652414854152
+102,0.8874425,0.133729873046875,0.63673060090187,5.119289243259317,5.667952971185132,0.4305819877406319,-0.3245051820853717,-0.1299850121081736,-0.4367459315970865
+103,0.99790421875,0.1352925390625,0.7176824723961909,0.655677289048814,4.724738144356047,1.05170438950098,3.512015208808612,-0.4669185310972353,0.2046253389478417
+104,0.84015140625,0.0710254345703125,4.61554305921684,0.0495766673531063,4.861050278653854,-0.2027272001972473,0.0779043067274208,5.470217360670977,-0.0648514069592012
+105,0.90902890625,0.18405125,1.6002966658956428,4.752518509873927,5.415912367288935,1.0089618909428335,4.002855477547943,-1.3768475399868532,0.6203488453662721
+106,0.72665171875,0.1464237890625,1.531020900019208,4.633173352297794,5.509023488476047,0.7453592896902359,2.7151864184194685,0.5066320909590403,-0.983212499217319
+107,0.86132296875,0.147309541015625,0.5859795418360506,-0.694041770412455,4.404888747818074,-0.0012079028284509,3.4349124419359938,-0.8194548555483749,-0.1052320686387122
+108,1.195298828125,0.113028828125,-1.261782016370598,4.707266408325003,4.880475440025998,0.1424004377534857,0.1571936647609904,-0.2272577011806394,-0.0413446663932359
+109,0.882363515625,0.085671474609375,5.862970297467885,0.9511694412231224,5.017204403850705,0.7182517062079952,-0.1668612310746647,5.625131837108484,0.7974014877388729
+110,1.564609375,0.4303323828125,4.178870083928354,1.6225207659553258,5.033370096543012,5.599776714531382,0.2461189642170716,-0.5781954101603127,3.820731326035055
+111,0.71746828125,0.2619878515625,1.3354649456773953,0.5609261797866776,4.321136143797884,1.3686816337040038,0.0062390879278115,4.205590888314558,-0.5399667673328568
+112,0.825954921875,0.066084208984375,1.2942485284721763,4.625612719433105,5.144606467790522,1.154542583728803,0.0779390234286363,-0.3264846324004753,-1.1816514394976143
+113,0.675623203125,0.13806201171875,-0.6785474124891615,-0.7149073331093322,3.880080494092407,0.307481491993734,4.320947474086935,-1.4545452988996843,0.3430607924330698
+114,1.130633203125,0.138300244140625,2.149147296315276,4.288846939326669,5.26051993788615,0.3348899524540065,0.296085438285533,0.0980409850996527,0.4834883900499103
+115,0.8797234375,0.140703037109375,-0.5273310752755276,5.044091858381236,5.672633402260601,0.9742409524613532,-0.6328722339106408,0.2912295557271749,-0.1381838687568125
+116,1.0593365625,0.081773828125,0.6135202024428114,4.310374859692511,5.325835811837007,1.3826917474688758,0.2393844340538854,0.2862197026687528,0.1280523397136888
+117,1.04012828125,0.124969619140625,0.6733792827114052,4.55012204992407,5.681300735674918,-0.0654784424311892,0.0280723701040086,0.6469059638863661,-1.092744190373053
+118,1.305078203125,0.5428941015625,3.2153232004807992,1.8302367174449372,4.902745446410516,5.278240321809377,0.1851696124288211,0.9770133232412648,4.1533773820621
+119,0.71911828125,0.1565780859375,5.408520733214237,2.0641340464545506,5.031393965943587,0.0409706250260682,-0.5498308924834614,5.66052237137164,1.9857078527233667
+120,1.0695115625,0.155326875,1.2401103770684554,4.865697155426424,5.666677573671796,0.6016617457765925,-0.1141115192318065,1.010593068617143,0.2430459247361731
+121,0.822926796875,0.115195791015625,1.0465241511323766,4.50810437384541,5.63794466014724,0.2733435105729435,0.0064305716238054,-0.2306205197088206,-0.7548831445422411
+122,1.00796328125,0.13051154296875,2.452697845172379,5.394836907323194,5.728718730931571,0.6516688211117534,0.1842611785768614,-0.3584281552157414,-0.6650425024858718
+123,0.976041484375,0.139502236328125,0.6358687905336485,5.111065698892026,5.4405756250465815,0.9891608297144888,-0.2756701770423398,-0.5638114431679788,1.1952060766988264
+124,0.794868203125,0.1697112890625,1.2020671750425145,4.568108589108563,5.436328030471157,0.3334836138704811,-0.0265735725687481,-0.3350767487462455,-0.0404983679124433
+125,0.6238751171875,0.111694208984375,1.82811085425266,4.849817873464125,5.497013513798241,0.9626428776640268,0.2213131279934084,0.5617013720499509,-1.151671672605191
+126,0.804335390625,0.0817228125,5.332274095960003,-0.2270112439549697,4.99058678059022,0.4660291032816699,0.3888272696294237,5.512398933977642,1.0548069094182415
+127,1.5741878125,0.561447734375,2.7441118963365305,2.087167685808748,5.166626339405953,5.552064326043452,0.3636758417397862,0.3520209176186092,4.459337377502533
+128,0.99758484375,0.1560187890625,0.0385453822178409,4.326329510875032,5.3068188025137095,0.8973448503411174,4.23803215811918,-0.3593732666930109,-1.5320368330014382
+129,1.15366953125,0.147899443359375,0.7861487135585756,4.992613528056845,5.667797621262117,0.3963910580382709,0.0073092965672918,-0.1768137230578128,0.1705941865825553
+130,0.896359609375,0.20785623046875,-0.3712905304764053,4.348888951238947,5.538038165395662,0.9391420229185086,-0.0868106627072243,-0.2756298562475114,0.5759005626453074
+131,1.1835759375,0.16902896484375,2.604784384612092,4.71301555993782,5.58531141018702,2.014742373468276,0.4071396382231586,-0.0965994925687946,0.0648360268046384
+132,0.734373828125,0.136474140625,4.3003107495369415,1.7194472296859902,5.276151108100569,0.2054614679076277,0.0311755959644661,5.208619203519329,-1.519183406034048
+133,0.84146328125,0.126748916015625,1.3269477909617486,4.2115847517584255,5.489298040260537,0.423815182024668,-0.0414296409885826,0.0335141389183467,-1.8043157391059523
+134,1.004317734375,0.137617919921875,0.5657468516087744,-0.0866755597872763,4.15765458386579,0.5829103056812046,4.275908568381014,-0.5549728825176414,1.0560109024641235
+135,0.71046796875,0.09840859375,5.270654979378877,2.297366682583526,4.851602419097563,0.2628633824704229,-0.1869148873925613,5.123425258081612,2.3642926190009863
+136,0.693115078125,0.19454443359375,1.14659129971851,4.590179401566415,5.4416825314866974,1.376865291886416,-0.079204500230557,0.5753114668394418,0.7014007874473285
+137,0.974316640625,0.131516103515625,1.2407467485448822,4.603609225119987,5.441483438761606,0.063546753112895,-0.4556461160075905,-0.0206180890629555,-1.0226505636931391
+138,0.912260859375,0.119898173828125,0.3704753458790284,4.976369432763289,5.588432617067246,0.7292588186912254,-0.0400329833027078,0.5320090399083437,0.9242361840876104
+139,1.299104296875,0.3958898828125,3.2957722665237568,2.039451565956607,5.159725991497502,5.492725281969657,1.5687909863478349,1.459126971685508,4.1627018798290045
+140,0.678904921875,0.118058271484375,-0.0765534656137265,4.755406766807988,5.083275383696377,0.8319963065266642,-0.0484614844982683,-0.0235972361438287,0.0861997269208135
+141,1.08407625,0.161006826171875,1.2559294758645947,4.068109721453116,5.041146619857607,1.9614801615890871,0.3131244165766009,0.5451363937695108,1.1427026188108411
+142,0.890353125,0.13354384765625,-0.0936789028245285,4.491541347938971,5.2935124909443525,0.8707092656092688,-0.5430332100075406,0.3832823319914651,0.0282564589747578
+143,0.86040703125,0.1374444921875,-0.0636880028399331,4.002321905328596,4.798285505563397,0.8557798205667599,2.298926799867589,0.5113667460233053,-0.2260892206167076
+144,0.75399421875,0.13023369140625,-0.7341599837683632,5.265639530740406,5.28416579708473,1.2608072846732672,0.1343316452190584,0.1855308913478101,-0.5011402045282763
+145,1.88062234375,0.18400326171875,2.4428033339887896,6.889715838143612,5.8180470700158535,0.9480549003876002,0.2266155670144405,-0.8852629077062426,2.4665860402141635
+146,1.240163828125,0.06958939453125,2.9621072473552394,4.307352804143092,4.427787804629888,0.7815395352203667,-0.3459831187066788,-0.40969281081093,1.2183661834243709
+147,0.684158828125,0.176186953125,1.5949365344021142,4.588221369120547,5.301959195259542,0.9979043761825636,0.1366791816973358,0.3068564147648774,0.9649388734572144
+148,0.863331953125,0.088398330078125,0.8025752141194549,4.376248528460589,5.051350932105609,0.6504420481079454,-0.2916990620934303,0.0832407199818656,0.9996635219031398
+149,0.80539828125,0.12303189453125,4.994303776661099,-0.5078481244670523,4.650782021832814,0.3009289144907563,0.3613094356710066,5.445671152300903,-1.5957357316108878
+150,0.807563046875,0.126058798828125,0.6611283252060649,4.297474936213439,4.956489671934529,0.8583231904879369,-0.1636675553059959,-0.3005291264578898,0.9492773288602534
+151,0.800000078125,0.077807763671875,0.8579556574268483,5.160720961491218,5.263606456109014,0.9710833431532044,0.354448844286428,-0.2153570201594728,0.7238323871443805
+152,0.88793296875,0.11079765625,0.937783528216068,4.709375358315218,5.183244076825912,0.5849286249283163,0.0757492527158864,-0.0662753898534647,0.1506354179444153
+153,0.717439765625,0.0661046142578125,5.6880609756526646,0.7204240065342354,4.720735698285786,0.8477854390305817,-0.1227456888409703,5.476229412365212,0.8001024665509201
+154,0.956133828125,0.147879638671875,1.5502161729393988,5.341083080821716,5.839419295429354,0.2059891880365012,-0.3122317143853524,0.4395587652521628,-0.7814582298492947
+155,0.674451015625,0.10063556640625,1.033392238626253,5.202402915466693,5.515757175520709,1.489753130865498,-0.5141964686603978,0.0893894467276768,0.2523985246428478
+156,0.8157040625,0.18286666015625,-0.3891886732124043,3.971134834592529,5.086824514096705,-0.1475668701936918,-0.3264179084057738,0.2545040717949649,-0.9273543529376868
+157,1.244058515625,0.435161015625,3.96013525706123,1.2103012481681226,4.792634083809891,5.15715693555387,1.689848195400279,-0.4272750362221889,3.545926040981223
+158,1.08414296875,0.12959818359375,4.403187321315889,-0.126433932416658,5.08084292217622,0.6827404124641634,-0.622073040689603,5.042175357589632,-0.7367339023367425
+159,0.861886171875,0.10533134765625,1.473519416730555,4.960788762891545,5.519604918320602,0.9951862773639254,0.1286128477254653,1.1005496290452106,-0.3068240785914103
+160,1.21803796875,0.340958125,4.453730937143826,-1.1095176330086505,4.902251050043304,5.025591248642074,1.343477380621804,0.224779518196822,2.923908188843208
+161,0.6900303125,0.153341142578125,-0.8617370523257599,4.336560246513416,5.294861781030606,0.4566764971018398,-0.3780564592500886,0.5977562533790499,0.3829153648927869
+162,0.708811015625,0.116708642578125,0.9429654579542152,4.837145676676994,5.113062070176197,0.6240549058870892,0.4341570617150155,-0.3339608198343099,-0.1667953945660123
+163,0.763683515625,0.1311428515625,0.2814214794710412,5.208233729250677,5.555069274007844,0.5566355107410408,-0.265415402403411,0.0590991482206007,0.4869809686576427
+164,0.94435421875,0.433492734375,3.5698529678855286,1.0823408373419985,4.847607009878544,5.014936757489847,1.4097861741109503,-1.1171256458095706,3.2532328669971866
+165,0.972014921875,0.134785458984375,0.8280561686007072,4.158235452537085,5.511456115174875,0.5963178423796306,-0.2660650761081754,-0.0250474740896046,-0.6709749770843213
+166,0.84716,0.142838798828125,1.7737130331409017,4.514820725552965,5.415108013910378,1.6088058423139748,-0.0673687733261072,2.0042953623030946,1.13617418315277
+167,1.277939609375,0.73780109375,3.884331483544168,-1.8709806374841476,4.646165005087867,5.48683439064894,1.086850687003445,-1.313298893351887,3.5950735727752203
+168,0.8671871875,0.159454375,2.076275049055255,4.399192281399046,5.518414445045768,0.4590965068083593,0.00418908693381,-0.3861085783065096,0.4924759837151726
+169,0.889118671875,0.136511943359375,0.7789866891674526,0.5140323104997272,4.868221438968892,1.0981253117739045,3.473205765107785,0.2950499729719227,1.220053720809399
+170,1.27012921875,0.4173501953125,3.3122074408046758,-0.4878251294256133,5.3010188965593255,5.942638714288711,0.0863252679746134,0.4094746282018949,4.144056101554155
+171,0.863936484375,0.125544521484375,0.0774022169073976,4.6906315126370375,5.516659691768356,1.1087651998928785,-0.3216765223991032,-0.0456710429084576,0.4329005901180702
+172,0.911526796875,0.491992578125,3.454642591930384,1.855086443376793,4.835423184578669,5.274416266646862,2.310508095234778,-0.7569001503160231,3.51250857686934
+173,0.710261328125,0.14392318359375,4.848935963826952,0.2644093249352621,5.28680203558048,0.8301429332371242,0.4673306561872148,5.79155496086816,-1.2750255108611024
+174,0.7930875,0.076537353515625,-0.484245665694205,5.1572776612993865,5.171964961724183,1.0588232075804995,-0.1544999075691066,0.8218449500979073,-1.4426102677304902
+175,0.78692703125,0.0871087109375,-0.3658053564447824,4.69745194456345,5.170340019544925,0.1532754044455884,-0.4134156789748889,-0.1144564799303271,0.8721150254796881
+176,0.88587296875,0.12032244140625,1.1536494506403487,5.282608587451279,5.245758961306611,0.4134736161725111,-0.1436573053657012,-0.1117031330685013,0.2638212860658869
+177,0.989495625,0.5329326953125,2.2776159187709064,0.7910304877280105,4.702584444389649,5.164988516351502,-0.5034335714832139,0.6594805563296208,3.428683183466343
+178,0.77212171875,0.17528080078125,-0.1777863010778202,5.118625043447148,5.598322385480751,1.1941967600659051,0.1230254408475986,0.3082706758093845,-0.0199199636244685
+179,0.3999357421875,0.100033662109375,0.3712666705129366,2.574870091595661,2.3837608313420824,4.541154039254948,-0.4080152125996721,0.2187516321108074,3.3565705653369053
+180,1.8481259375,0.28981125,4.8872662517046335,1.8513048227630884,5.715101869768382,1.7210043586499704,0.3225912278690634,6.47748982735239,-0.7215383889912084
+181,0.772877421875,0.096005791015625,0.6453505850602604,5.195238628069046,5.387695291352286,0.2152634799060899,0.2417423545602654,-0.2884305412566142,0.2787071594880451
+182,0.54452296875,0.113721337890625,0.8067581535629007,4.711177378884141,5.4384201991419205,1.0781425721056666,-0.2787986090362682,-0.7373839730879226,-0.0889072698222596
+183,1.08352,0.16439138671875,3.577398676883543,2.1582236748866537,5.632479053886873,0.887600541634121,0.0923841324254899,5.879277283846517,1.5996821585855974
+184,0.933126875,0.10447740234375,4.803184841713897,0.5298404611760175,5.120142032092351,0.146260183957213,0.612362245214998,5.575301586570806,1.4783829929963386
+185,0.79148828125,0.17657703125,1.115073976789763,4.924023701970415,5.158592454901968,0.0232420282968463,0.1094597673494611,-0.3830195301478563,-0.5220153309193795
+186,1.283622265625,0.123190927734375,1.5312737056701904,5.2922735096152005,5.648471296484217,0.6084917613789167,-0.1829874618523096,-0.1125471651917882,0.2995719106114762
+187,0.6391346875,0.1160065234375,1.7083738847081238,4.906710109402476,5.467577785475084,0.4402561395061009,-0.1013315729423701,-0.2740050254822775,-0.8849345324352904
+188,0.7004525,0.11078205078125,5.1525224991533625,1.7517692342016942,4.988042610331215,1.5312406825232654,0.6363826514864901,5.28896443403059,1.935882042914986
+189,0.8276228125,0.134839462890625,1.3754422615886337,4.797994069558797,5.822424022555032,0.5291970447082387,0.1435052747279413,1.1472117688985313,-0.2014180173612632
+190,0.92294921875,0.0995619921875,0.3793946683509164,4.994828000567018,5.328239303794497,0.9630321279569928,0.1462719292252976,-0.2758822398101166,-0.5398853827130068
+191,1.040419296875,0.11614515625,0.4377734750063823,4.69991496647836,5.715592851220186,0.3667894088288525,-0.2664776536568541,-0.1920970524078142,1.4796498389948016
+192,1.11723515625,0.11380056640625,-0.6227920308037174,4.812885870979031,5.352700979914826,0.3374783364668715,-0.151400638592544,1.0269708610601116,-0.2284613029955877
+193,1.39015421875,0.124460732421875,0.6998980342898634,4.654940838089683,5.443751731898146,0.679473005095687,-0.0893545913938766,0.2198294945554537,-0.4729617336879119
+194,1.13606015625,0.3659796484375,3.7775313858630537,0.5420890907934501,4.995408186102304,5.2235870966651845,1.3918124489580124,0.8339843091842166,3.037901387530296
+195,0.69676859375,0.16346244140625,0.0760624964599199,0.7627861214503054,4.585546508259392,0.6633443076753383,3.1508938177438357,-0.1207383782388071,-0.3311640088171827
+196,0.866622890625,0.13139609375,-0.1423537818089746,4.474436478233426,5.470946276687165,0.8680902477367902,0.2011761605661352,0.2890442682255847,-0.908392306375092
+197,0.825630546875,0.11824970703125,-0.9109448644797764,7.179071230226319,5.227020763125735,0.8932938668808735,-0.1885913865885722,0.0504721242872033,2.33705279526271
+198,0.7633234375,0.08407640625,-0.3347581385893342,4.0384628144862695,5.192268471635655,1.4212840581430022,0.0440666945531503,-0.4838905965530966,0.1300859115510612
+199,0.6014026953125,0.1320844140625,-0.3881927212681143,4.681744771973128,5.70754861006061,0.6498706195667815,0.256631398205441,0.3202847662932878,1.1867030827384897
+200,0.969759609375,0.5953899609375,0.7715235450156771,1.7099045561041522,4.68868100394558,4.987049327902597,-0.346975623212137,0.2816124696847762,3.648602141731838
+201,0.944208671875,0.0765613525390625,0.6785798392085952,5.038110843534523,5.371809374252696,1.4157077241546088,0.1966435664271643,-0.1576558267894801,-0.4572016709529076
+202,1.060544765625,0.119450498046875,3.9290929527793215,3.899161787468018,5.290571012841625,0.7191060393503366,0.1110483384672945,-0.5747570503478727,0.6300249076659207
+203,0.871621171875,0.0760884765625,5.871721689039099,-0.5119688749858562,4.695304000772923,0.3399780308812853,-0.4621750583778358,5.317126498355777,1.6012602294442748
+204,1.023330625,0.3656988671875,3.903025325610896,-0.4057845289962992,5.405278842165735,2.357435741845472,0.0068711816994327,0.5615001526585311,4.189827528740277
+205,0.82096765625,0.13388470703125,1.3919676820254254,5.408759234264905,5.469690129382324,0.9216670023441248,-0.2158668268612962,0.2264233950208516,-1.0170897389219855
+206,1.054309375,0.140064541015625,-0.3826739659614344,4.779743216482679,5.664886848056035,0.234710066697702,0.4522558153420473,0.0063950220748371,-1.766631359948029
+207,1.257535,0.3578336328125,4.323165011028101,0.2582862759002423,5.065025963653387,5.382131511754788,-0.1472606019101923,-0.6487034744262369,3.429454317346283
+208,0.90053328125,0.05415662109375,1.1543937931251098,4.964951472217319,4.849520650317242,0.8312323161165238,-0.2335250614855089,-0.3295876213406722,-1.0523201456853273
+209,0.79761375,0.129997861328125,0.146742931486111,0.1233316081590776,4.974064483249414,0.4610110139382349,3.2275871685888147,0.3119265617583741,0.4551644932609199
+210,0.94923828125,0.089528916015625,-0.186810008133708,3.938930737136261,5.103756802545224,0.5863419767871348,-0.4743054859437295,0.2128765644384718,-0.2006547881357389
+211,0.969677734375,0.15872224609375,-0.778095261175326,4.752867656158649,5.53883229210293,0.6236164662671688,-0.5691175157272648,-0.2727370975460328,-0.1968790975248737
+212,1.173966640625,0.116344990234375,1.0151847719487783,5.094515518740971,5.61573368009936,0.4398994139783812,0.2679553055075349,0.7585161610748532,-0.4562064345182051
+213,0.779066171875,0.1134837109375,-0.9434556136373922,0.97894464180392,4.040248926151677,0.3273802457100401,5.38875424395159,-1.3171686839601573,2.113790101574382
+214,0.970235546875,0.126087607421875,-0.9840424154129472,4.483227195289503,5.169292577970047,1.0172779809627583,-0.7287451110096509,0.2962401696757925,0.4550302115333126
+215,0.72600203125,0.21500869140625,1.0144842023918068,4.533955056228392,5.353038821892908,1.230117855402521,0.1084227101628933,0.3773125913588661,-0.73583874742244
+216,1.192823828125,0.3902070703125,3.0838891109397872,0.4752068091509823,4.57634625788839,5.037908611932474,0.3073299248992024,-0.2846934327515937,2.554080047840416
+217,0.93594765625,0.12607140625,0.9050211573128388,4.537333133428176,5.434301661932022,1.1046334011312904,-0.1074895069993861,0.1361769050363798,-0.6821621126064932
+218,0.813128203125,0.092768857421875,1.2684663440971455,5.554127096071424,5.21477459854482,0.8413661530795986,0.6030861444252976,-0.6087481459391195,-0.2051330243948111
+219,1.06176671875,0.112454541015625,-0.3585744263954505,4.806782434942259,5.503967231949267,-0.1619429879467138,-0.2350535552027946,0.5872489517239828,-1.0090289290344605
+220,0.3072395703125,0.0737366845703125,0.5999239638298051,5.24390236279936,5.273031500736263,1.1200575387486496,-0.2169171211979242,0.2642100227999559,0.8300527460104112
+221,0.854794609375,0.139738076171875,1.0110123968242926,5.66251427757608,5.59352964630567,0.8171250976691646,-0.2232261108477272,0.2427615522707472,1.2419802068337498
+222,1.037476015625,0.10578982421875,1.2256633732488849,4.834986518724379,5.406151400913196,0.2355314996405159,0.0375035240025688,-0.4955808427190714,-0.3942428286468745
+223,1.094106015625,0.16823322265625,0.4330161234132354,4.217895741459899,5.524954175445986,0.8291723024022584,3.315889447970488,0.8820688661735523,-1.0478097698413968
+224,0.6824928125,0.086033935546875,4.959083808333397,-0.0650376779631554,4.769292622756285,0.1731294689657869,0.4409692627770712,5.540243415397569,-0.6526564355260648
+225,0.8633271875,0.1407282421875,5.465393560164696,1.8327296450959052,5.6413632296821765,1.268470097935093,0.2803456566640533,6.59792560219064,1.830219251596167
+226,0.957566796875,0.229545,-0.3976653917922711,0.2411939237194591,4.437346061821619,0.1698910347944553,3.953017251714353,1.3117166519437895,1.3463480144020483
+227,0.949101171875,0.135686806640625,1.2173151860726783,4.837113420289465,5.517224783942841,0.0969133907379669,-0.0835412511245616,0.490288831519426,-0.4415159949273464
+228,0.9388265625,0.091223603515625,4.778881439972276,2.5125717775217176,4.622158365027853,0.6727359074451243,-0.2132287115731557,5.600650510399137,1.664640844350762
+229,0.734100625,0.1054345703125,-0.0935081596427695,4.670727630367649,5.482833561853513,0.0598334603545138,-0.3035680059877897,-0.5261374157079627,-1.0442307047616957
+230,0.850211796875,0.09752224609375,4.979919147002638,1.7871694446678776,5.226083845083443,0.5039746500676833,0.5772190319662552,5.821734131120629,-0.004785847887078
+231,1.015042421875,0.12161326171875,2.531456579730585,4.8475604815458455,5.307799305786877,0.5114547967629389,0.5466408527233354,-0.1658804451713191,-0.7715763047743877
+232,0.82441671875,0.155100048828125,1.08644201847449,4.577749201952432,5.245520556671027,0.4839155546088791,-0.0792064378284497,-0.2392164710386993,0.285010911784565
+233,1.11005015625,0.096977958984375,0.1703937565635633,4.719234301350034,5.18870165100358,0.747437262699426,-0.1901316448829599,0.358522204104478,-1.1888677488243309
+234,0.9766834375,0.110809658203125,0.7605664536677714,4.897244968843403,5.558958946792064,0.3120510855509211,-0.3228753925340982,0.62353715108184,0.2442041939905403
+235,1.18080203125,0.144236435546875,0.7517416064060168,4.740521215585115,5.2009119287404895,0.9327702771898618,-0.1556630526988163,0.0603781816331698,-0.5318320466996076
+236,1.42649234375,0.372638125,3.7516432395022714,1.8789930907178096,5.291654051142996,5.509461523070171,-0.2922512928870245,-0.1656553940271594,4.4461746095702175
+237,0.720349296875,0.0501587548828125,0.792906924367612,3.72566313966852,4.742061179620453,0.2960016067513254,-0.1865734797017451,-0.1407980577572428,-0.4102232481781918
+238,0.66616875,0.094646572265625,-0.9632550535835824,4.73025040631563,4.732051834230906,0.8348223253950848,0.0313136043688553,0.3273882274045873,0.9063156173056988
+239,1.01207671875,0.092183759765625,1.2824023937531177,4.877860302105144,4.916496612443444,0.5940042838677376,0.1015517307656413,1.262394785650826,-0.6569628556353458
+240,0.862733203125,0.0912019921875,0.7232328255228125,4.333585780819144,5.119090998810403,0.5946696386141891,-0.1811961762759322,0.5229475763832853,-0.7063291961096553
+241,0.940480234375,0.13028470703125,-0.0865219284130774,6.541715660961871,5.548239982537669,1.0365011287568875,-0.1863417777227825,1.412311109923688,1.3632173824093383
+242,0.788114453125,0.085924716796875,0.9472307047360926,4.835560218756368,5.389196086212628,0.0376072302836195,-0.0038340682701908,0.4655233255283765,0.618213394947912
+243,0.7631571875,0.1164878125,0.76429362645137,5.050835376052817,5.684365955427901,0.0423285769420397,0.0268142665774403,-0.945020454113106,0.1574684728918863
+244,0.5396703125,0.12902689453125,4.438309276843765,4.226985093247319,5.313802274921012,0.5519077845359264,-0.2564732117190008,0.4634417830044406,0.7697113131862994
+245,1.5059496875,0.1777808203125,6.187557161304466,0.1393833573239195,5.593788499322891,1.556144980231912,0.5944924402769912,6.342957804125105,-1.809059175753481
+246,1.44382125,0.3395734375,4.102029917114448,1.9771591801715251,4.989933662563875,5.1188313190089385,1.5995203590987876,-0.2596874840921729,3.2078348531578453
+247,1.098715,0.123322939453125,1.932669354663037,4.493698351574195,5.476178226672534,1.040597770773279,0.4227620216858181,-0.0292593315129041,0.2372939273676526
+248,1.1296734375,0.113366083984375,0.0005427266168749,4.330709049234383,5.34877760302029,0.2868992266660486,-0.7314252925679173,0.5657667845695575,-1.417434776894913
+249,1.188836796875,0.175603046875,-0.644301235970981,4.834021119300247,5.246748136980816,0.4353128725414588,-0.0227362332269809,0.5919632076317899,-0.790248307847816
+250,0.678285234375,0.138836728515625,-0.1025277244816484,4.688329529258486,5.336254520864645,0.1405981586831232,-0.142777551238189,0.304573095135147,-1.1134607757827617
+251,0.89772125,0.07581302734375,4.964088582379215,2.2882420781393447,4.721023103519702,0.3693149862838208,0.2013064515749424,5.845536415359741,2.412274046904106
+252,0.826948671875,0.087116513671875,0.8042900952698577,5.491449456678813,5.514490116426855,0.594348447727403,-0.1923369604936898,0.1406612698795745,-0.8813984643968807
+253,0.891478671875,0.142663564453125,3.7356466031224858,4.100720947851638,4.993143913568688,0.5083477904954905,-0.2212491555473788,0.4952799216854187,-0.5254654872992618
+254,1.20450546875,0.10055275390625,1.5268372843330067,5.600382118478478,5.374720650524051,1.1686190261773144,-0.1660419567444186,-0.3561326951363778,-0.8384187711010138
+255,1.126357265625,0.08783962890625,0.8666986186725769,4.499101759450116,4.482181045184754,0.6821223031083491,-0.3016641174462271,0.5105493664780074,0.146623444400829
+256,1.14218015625,0.14401619140625,1.260752541728538,4.667959460583267,5.943664350894415,0.3405726468626784,0.2997879744697549,-0.1831288239564526,-0.8869327990873406
+257,1.033572578125,0.18047826171875,4.693893808452106,2.152094634150623,4.38204242885478,0.8525566333708412,3.4462825831899413,0.948841481252245,4.469212830811303
+258,0.92894796875,0.0954741015625,3.9986378710611006,1.5449888779333272,4.346222635065905,0.0475328286960208,0.6043796346833029,5.690467916332901,1.0978485979442734
+259,0.87521828125,0.117664599609375,0.3834192345733062,4.673678873660956,5.457099794166222,0.7411748619916307,-0.5017909549855246,0.7961938698497533,-0.9462078885710136
+260,2.04979828125,0.228328359375,5.088625479912442,1.9412361669436884,4.864834393332184,2.10348646765822,-0.0530509722486516,5.608697576050981,2.090553179467812
+261,1.84307640625,0.216866953125,-0.9259345320785516,5.573390285035843,5.963236997966346,1.1260567430092028,-0.3733583929890996,0.1279591147622694,1.852793737072857
+262,1.03128328125,0.144637900390625,-0.4912846101782873,4.4529251700208645,5.590879020545912,0.8638652504317037,-0.1395348063544497,0.0414986143159819,0.2164465563558504
+263,1.110234453125,0.059424296875,1.1062576832412925,3.577742225322598,4.965383814992369,1.0392841399852484,0.3505191351591509,-0.1474744332508534,-0.4441855181609671
+264,0.972685546875,0.4418366015625,2.67521398773476,0.6618714913624097,4.083275626788004,5.3003025692157015,1.7239191887374252,0.4459667524722996,3.775370760396865
+265,0.927415546875,0.1445694921875,0.8831058747503475,4.660614581507796,5.475308872001781,0.7457771135762354,-0.0944858714636411,0.2089101345078582,0.0383370983248897
+266,0.880910859375,0.094384326171875,5.33743789355472,1.0622117855321966,4.403177849429247,0.8503752920304718,-1.2366924081078134,4.9846896567216525,-0.7214054921561706
+267,0.931222421875,0.091026171875,4.355550624383243,-1.1516696705918157,4.903922910663831,0.2333034534665221,0.1670717993567929,5.725973113972471,-2.31560130292496
+268,1.089846484375,0.110251572265625,1.145382939824371,5.159743949226264,5.559814372196716,-0.6434075879573803,-0.5663058121669029,-0.8475045825900924,-0.2308940151546529
+269,1.173447265625,0.1412725390625,0.0589821359822953,4.941850271439271,5.418570877661687,0.6813688559923925,-0.3565828692086288,0.4477755457238218,1.4710915562839528
+270,0.8744678125,0.098289169921875,1.7701056756866196,5.240635374419833,5.231394129628674,0.4996205939077096,0.3338136214188866,-0.4297002040626332,-1.1312178490523883
+271,0.91047609375,0.111406162109375,0.8348822247409631,-0.2316512971401997,4.598603195264183,0.5207526905661268,2.5177908196878014,0.005399353947052,0.6223175148795337
+272,0.68960484375,0.102112412109375,4.339732311199407,0.6130920131282411,4.912134928244647,-0.0129138565280955,-0.161298018041584,5.3500278889510735,1.6549554789127687
+273,0.8708675,0.13922740234375,0.4738056692217299,4.240182960286798,5.413829166003628,1.3029429180508112,2.553637856966964,-0.3543127848129539,-0.0353891157583775
+274,0.8537078125,0.092853466796875,-0.243603506532694,4.409238162038877,5.537102788884268,0.7309807304380023,0.5364870412155824,0.6637985238010228,-0.4044749156324772
+275,0.800669375,0.119296875,1.2151806158806615,4.948185076614132,5.135551710096365,0.0813788747424021,0.3897110989137137,-0.4488972742333128,0.1795530628875837
+276,0.979981796875,0.14891240234375,0.7204965136069691,4.8010966556559485,5.698142501361732,-0.1171401991366128,-0.1638436649383646,-0.0174255646555962,0.6666798085637062
+277,0.850821953125,0.07520212890625,4.427277921945488,0.7705216920425199,4.512566046528851,0.2409004724976876,0.2674840452046542,5.291690937626543,-1.5601967393627798
+278,1.34078453125,0.192969765625,0.5381921668100711,4.523289554121045,5.081054737229537,0.3164845577489569,0.0008229764560445,-0.4195060391979849,0.4382740487452
+279,0.995270234375,0.1521703515625,0.4219319050539727,4.448422653824934,5.478163391010334,0.4722137723499982,3.9319166514360497,0.2226910934392584,0.7808384164889752
+280,0.707915703125,0.1817330859375,2.1532062808277286,4.509676810526264,5.7835947256873865,0.6808733811912072,0.0047218544430464,0.0996171424530936,0.9889957475856012
+281,0.987544921875,0.107583525390625,0.5282651239869306,4.202979537582341,5.184596772684472,0.3206103339535529,0.1299460041426746,0.0057132227624406,-0.8623531405198468
+282,0.8335453125,0.10196658203125,5.036382777860209,-1.2596934404317448,4.760449008447261,0.277154652169586,-0.5341736334525652,4.855338273438409,-0.3565653003283689
+283,1.24175828125,0.160358115234375,0.4722307469261528,4.046820330064549,5.171012631965523,0.8677431052474407,1.8640361542463104,0.2236879151506509,-1.4288686431556707
+284,0.870926328125,0.1602044921875,0.2984289677812753,4.201370341055401,5.203224370390158,0.065757261145209,0.3524135852692929,0.0780035062220699,-0.2949608592020882
+285,0.831595546875,0.1414699609375,0.3361953900547102,0.4846975167090686,4.731015193170133,0.6127487487954862,2.729151998893069,-0.8438743326278825,-0.2161567076271069
+286,1.29195953125,0.4399503515625,2.751427411684877,0.9493581446928508,4.6228664385392735,5.076564845510977,0.0207650517195358,0.7289267384435864,2.842391721985196
+287,0.663462578125,0.140241572265625,0.252067360461863,5.443940628493603,5.778974131235848,0.3487016453207606,-0.4113835537956525,-0.570587275857267,0.7140417105916667
+288,0.82086765625,0.070538154296875,-0.897641749727701,4.172130911899411,4.956987095697381,0.9239500757776006,-0.2542907512187174,-0.1894882968980594,-0.6377446278334837
+289,0.814161796875,0.118117080078125,1.190296482350479,4.307376295518562,5.119422085839111,0.2083033424458286,-0.3659469278474107,0.2704345393118257,-0.7044341218548544
+290,1.2121778125,0.154859404296875,0.9743273909420268,4.429847456874656,5.489820115702702,0.425164029749057,0.467799264790131,-0.2460009608502094,-0.2613168247518318
+291,0.82493,0.085514248046875,4.324936290874104,-0.9061170020102608,4.356159733049213,-0.025974697681851,-0.3654576829935738,5.637277554225435,-1.5950655427237532
+292,1.08482734375,0.11423443359375,1.0441009983193812,5.260298291623057,5.60813659697822,0.6970748553241414,-0.3173518330637874,0.3381064121252779,-1.4322911733554746
+293,1.237354140625,0.546442578125,4.932872646238631,2.80518750907556,5.329457017677758,5.310994772576221,-0.3984747962220009,0.236069982741739,4.853570991183889
+294,0.787516796875,0.126209423828125,4.775480065590463,4.116896560079653,5.207277093812566,0.6503040521028021,-0.0739259770902755,-1.0969131297823176,0.3023445993444531
+295,0.608511328125,0.208886015625,0.9032482835309196,4.891544034946018,5.576156223734378,1.050817582529216,3.0779635721927407,-0.0400715224293419,1.3620616767670255
+296,0.86601984375,0.090502275390625,4.93664498833463,1.5820468505476712,4.978339373047597,0.465632601261186,-0.165532377229376,5.822299213652718,1.642404282006501
+297,0.8463359375,0.0649602197265625,0.9690363715553936,5.073591160909407,4.914428164822683,1.126671666039304,0.1035474022409958,-0.5372528689320155,1.2361029969268855
+298,0.832159765625,0.106800400390625,4.715351661838736,1.364151671313259,4.7392195586603005,-0.0696567244377258,0.2872156714596094,5.90613803117109,0.3695768663313637
+299,0.902823046875,0.146855869140625,1.26333761825674,4.5961897052722325,5.482636783085533,1.239352982764143,2.65126109104287,-0.4701865792685649,-0.3624747274746304
+300,0.87187125,0.084105810546875,4.638044135547253,1.60225335013021,4.773393694459484,0.4249886348510091,-0.0543472374177279,5.705145270669528,1.0084514363831734
+301,0.87347234375,0.0751655224609375,4.267880990474947,1.208720264272117,5.098274611299133,0.0958330454842811,0.0956394637112988,5.734792660937401,0.5404947221094549
+302,0.83843625,0.1527896484375,-0.0597777012519457,4.1291126801230735,5.090695469714198,1.2984229889979462,-0.021067086074626,0.6427169898680449,-1.123348382636561
+303,0.469171875,0.099473779296875,5.301836043096743,2.24877894275025,4.56303417296531,-0.069862658700065,0.0429039818078033,5.565868636136381,-1.3004682211638217
+304,0.8538153125,0.09056529296875,1.005339501270007,4.172059212817921,5.492467631764902,0.6268264318886361,-0.1281202669832706,1.2368163654259563,0.208736557102721
+305,0.878874140625,0.1703077734375,1.6513972715289975,4.732691362838878,5.498929823444666,0.5336740761163368,-0.0975886612707845,0.7923345154711524,0.0388833823894767
+306,0.816036796875,0.198993125,-0.049474237563015,-0.0830237674637645,4.880179144373869,0.3405965381665226,3.695425253732808,-0.1872935884866466,0.7092981664517968
+307,1.31086296875,0.16894314453125,0.6689573145779754,3.639666530800527,4.803379410755677,1.9115029968482264,0.2503781134561354,0.0449661120223971,0.2676637889370558
+308,0.5771758203125,0.125258271484375,5.464273548005574,1.6333920762034315,4.630555676077062,0.2519013692535842,-0.0626682382530573,5.16128290317753,0.3106023269372994
+309,1.1567159375,0.3639742578125,4.711944041321012,-0.975534832590695,4.419572919372193,4.860296877636455,4.31868597223343,-1.0877377699286326,2.235053593279883
+310,0.963608359375,0.13375328125,1.7502690119352309,4.876236830566147,5.664369369621535,0.7251068473770065,0.1356893916551816,0.4211293074426108,-0.6751650965296224
+311,0.998285859375,0.5419717578125,2.836179350546521,0.1048625745630598,3.782583677092782,5.324375860768462,0.6479358510843626,0.1508739348075249,4.096622261141617
+312,1.3543640625,0.17247232421875,1.7151322456956428,4.721354449123902,5.804334945745311,1.4150243856904567,0.0723871310522161,-0.1938659024304752,0.3841239619493786
+313,0.83134359375,0.143508505859375,1.632226922497145,4.5649949575587225,5.51038277295252,0.6733338502491011,-0.0247549939152742,-0.3053874034779892,0.5710146687635015
+314,0.970647109375,0.065169658203125,4.733060128614369,-0.0576320446458364,4.335681097388345,0.8895649764581509,0.2198036185596145,5.51060356961604,-0.7058842661852511
+315,0.81498578125,0.150066396484375,0.283783487086356,-0.467840473592442,4.796898227763261,0.7365556649311512,3.728226449095456,-0.5673855047841381,0.2512939100835243
+316,0.933688671875,0.142456533203125,0.6776155662351091,4.808992698849559,5.837432159074362,0.3718409115076386,-0.2441364511776738,0.2073946924995779,0.9074160308724372
+317,0.8969659375,0.07338142578125,3.937900979704744,2.1703663169333267,4.505300695595405,-0.0446862596580723,-0.2047997248988778,5.55508248036199,-0.0001239357331283
+318,0.79567171875,0.0906955078125,5.233271795097438,-0.2818827964224973,5.1022341737185855,0.1553248921969575,0.5817602792283221,5.440959291861165,2.7276437391108104
+319,0.806536640625,0.36385625,3.995470140488901,1.105097890020083,5.162089847608589,4.210242395038586,0.8846787384629706,0.7560680314588237,4.662227988457586
+320,0.753468984375,0.13092140625,4.382637874329225,1.0154519628244136,4.94083612553723,0.40817388191851,0.1680881003381068,5.648270900739224,-1.803775852152116
+321,1.3846428125,0.527333046875,3.185750558754829,2.0029923324301997,4.963666941139617,5.357436808105404,0.056736458064784,0.816555250844166,3.401383865454965
+322,0.791003046875,0.13485927734375,-0.0761240568545992,4.482423850802815,5.392673807431901,0.3537199556539939,-0.1616116751173922,-0.4390156878754538,0.9207133421382389
+323,1.025165390625,0.140203154296875,1.1344342813130883,4.749375553101736,5.23102465053681,0.596178824510195,0.1167943881034638,-0.3937595609869118,-0.5744892464671407
+324,0.938605078125,0.10036732421875,3.6737528306983975,0.6478275603972665,4.488904636535096,1.339378677959388,0.0428088776737657,5.44979319983967,1.2393549068384235
+325,1.039798203125,0.13903896484375,0.7234051730965492,6.521420243384805,5.728889890934039,0.6738636069024863,-0.6121665977372586,0.1397514662828068,1.8474689286136523
+326,0.948362578125,0.14229390625,-0.1530698769645315,4.51227278785293,5.2209038722962,0.7959507485632885,-0.402394320068544,-0.0905233068497781,-0.641212514277431
+327,0.900090390625,0.127742080078125,4.528017414424389,1.7614931997380492,5.444314263894498,1.650685963570736,0.6786116084939786,5.471949276752071,1.6162996899330988
+328,0.751869296875,0.1766268359375,1.6358436323866197,4.812136009723805,5.609759139976642,0.7261982149395092,3.505619226833497,-0.6368890879008857,-1.086633795957837
+329,1.017828046875,0.161299072265625,0.0675394565124756,3.609941632374009,4.513742960592462,1.0354091544809878,-0.5044745502614564,-0.0900299093009361,0.4606142526750542
+330,1.018451171875,0.109959921875,1.2650173739751307,4.604479738992943,5.425703434617103,0.5314201231412812,0.2155166510540015,-0.283900499052624,0.0639034232344138
+331,1.089732265625,0.0571655224609375,1.1371935085618416,5.0989131503582215,5.552027793791615,1.7802347851873317,0.1682104518063127,0.1111233401424144,1.1444067849895927
+332,1.286066015625,0.144801728515625,0.5569960438829978,4.514137516587455,5.346453732722975,0.8120125594560919,2.5282867601558694,-0.7073846324209953,1.7074906616185592
+333,1.13061453125,0.069201728515625,-1.2765294747230789,4.758053823076766,5.407481517816047,1.0630362208780513,-0.1228497863787578,0.09638884221321,0.5942818014041342
+334,0.723899765625,0.14748296875,0.634719299871653,4.804043578032657,5.494891479845939,0.2955283850326187,0.0706226849076146,-0.3430627568082415,0.5809028769151133
+335,1.51451234375,0.29344044921875,4.634822857562456,2.1460678415686525,5.803092966725897,3.436867293630942,-0.8348541881004466,0.2225661651384995,5.008135015703664
+336,0.98806375,0.089936982421875,3.859020775159414,0.1292310055437038,4.897378522292234,0.3146454068813137,0.4441875819457503,5.290266980237249,1.930524710125228
+337,0.8585665625,0.090604296875,4.054593809550999,1.62831901281217,4.842308732669421,0.439160315289917,0.0424366834036747,5.861153805253907,1.8973198200701271
+338,0.851605703125,0.09042486328125,-0.2498415262958807,6.651269476914665,5.320487640733107,0.1945058493317054,0.1201393041877164,-0.1873084058268095,2.180256004856775
+339,0.18036751953125,0.114083203125,0.731533828218011,3.357152075132243,3.43376225492525,1.4445709002781648,0.3314111842853257,0.0913520792242379,1.991330151808869
+340,1.126244375,0.08225150390625,0.7141529062531373,4.736337901581596,5.104252577216672,0.5431583616851724,-0.2270779777474345,0.5499126382014947,-0.4125113903464085
+341,0.896813203125,0.150887939453125,0.8284213701379636,4.947472879145704,5.717889914636196,0.6453064700030255,-0.1021764608741119,0.685047395368558,0.8696608355295077
+342,1.116019921875,0.06428390625,1.3210272322488463,4.700731323041595,5.416875612376896,0.4270931303706649,0.0159295205793336,-0.3213246962285148,-0.3951850093850654
+343,1.3835221875,0.09321953125,2.013347819428136,5.42943644213785,5.409239439577944,1.8869840990276785,0.3641865024696734,-0.4221732353577065,-1.5047399513246889
+344,0.78689484375,0.149045625,0.7743853626000834,4.578318811920568,5.203712451382858,0.5989624577378253,0.7754598834438076,0.0899555117874258,0.8289295103316942
+345,0.8273328125,0.142967822265625,1.0020575324355048,4.313634150491194,5.257383132743957,0.8659004980623869,-0.0148294171758517,-0.2841463469319844,-0.351561555327011
+346,0.785315390625,0.143510908203125,0.8047611934908968,4.428643716831573,5.5766004893144245,0.1458175744819337,-0.6234811583348719,-0.1353667680237862,0.2728321427690028
+347,0.90626171875,0.147257333984375,5.58151141692362,1.6243805742922242,4.900478410081536,1.759218421836694,0.0406927906988563,5.67303297787619,1.870573090748623
+348,1.7208734375,0.1865188671875,5.073292518703434,2.620180596910401,4.960251033835254,0.5650765487655635,-0.519001700726082,6.547587229550192,1.927093215580952
+349,0.77944859375,0.109314814453125,3.662358581437553,0.5688579025117173,4.908180900605832,0.3367408944481369,-0.0761569902740736,5.676063823170775,1.809990051044969
+350,0.80254515625,0.089915380859375,1.0515815831993522,4.472042012324097,5.067892354126909,0.5569745864118778,0.2342797403891052,-0.4588232654660361,-0.2643614105258114
+351,0.817793046875,0.098373193359375,5.586427256852283,0.9425425576264486,4.906325507031236,0.5892337657645211,-0.1705557305213999,5.5224287520366095,2.3998757767206493
+352,1.210061796875,0.127805693359375,1.158991393205202,4.2994893391571045,5.147914398864734,-0.1664589167957987,0.3850728906621463,-0.3096315952560522,-0.2220275461165943
+353,1.011563359375,0.095856376953125,1.6206660514101376,4.523879567415217,5.281316042849306,0.5997724830986635,-0.0337885121064564,-0.6535915991148091,-1.410732099819361
+354,0.896649296875,0.08558326171875,5.7563120067719655,2.0194259093532585,4.951057261536277,0.4146833264233821,-0.9819368983111726,5.6991350387123525,-1.4538604098527532
+355,0.69686765625,0.155664140625,4.295849973059325,1.973915737527049,5.318491264692215,0.5464004111851932,0.4863437297068548,5.504256697749225,-1.2724987337473987
+356,0.81697203125,0.147337138671875,-0.7084343675732481,0.1249264600213184,4.4255101942337305,0.4141341647615136,3.499100192948472,-0.9298305134440588,0.1738416117709971
+357,1.087927578125,0.16857109375,-0.2238727607527281,4.33454443122655,5.083645982596623,1.0201172473557756,1.316557984844667,0.0071877044805003,0.1847212829862851
+358,1.141297578125,0.0613260205078125,-0.0628015070904818,4.709493499647742,5.563342223325948,1.3447570423920787,0.0918797772322055,0.034369141666372,-0.6648609543611589
+359,0.8513425,0.104756455078125,0.5626256884288757,4.128688999081188,5.185886976746249,1.198928053161226,-0.0313036051190246,-0.5393970919290585,0.3006711559518528
+360,0.924055625,0.13555779296875,2.01126821644704,4.731288199766325,5.279495894952474,0.5301926639831854,-0.3212585263161866,0.5014347121542191,-0.6185007588781483
+361,1.081685234375,0.1726349609375,1.667123900592368,4.532439458409778,5.3028216824885765,0.4049821249460326,1.1632892846868803,0.4202246574255122,0.2654211090981141
+362,0.925610234375,0.13338962890625,4.694601242733276,1.7628880287747886,5.087936877324885,0.7890374422503927,0.4335346471673168,5.06747996968365,0.1044078288987037
+363,0.9866265625,0.0743415869140625,1.2458136898285523,4.464461307333771,5.011712359884596,1.1725083182625964,0.7522943325477834,0.3438085694981864,1.610471624017371
+364,0.5940994921875,0.147954658203125,0.3106714575248191,5.104398073274915,5.650727585606287,0.421927526575138,0.1326345880711331,-0.2963579219728204,-0.727855785849589
+365,0.800195703125,0.09656208984375,-1.1426821756059322,4.94905960252066,5.481873669733587,0.5991436833499599,-0.2125141140972235,-0.1446052032082662,0.5954487117276456
+366,1.254381484375,0.0743775927734375,1.6010522806513492,5.276703155218065,5.469782629042723,1.073695830378003,-0.2707695268546626,-0.7672506975246501,-1.2151687558305544
+367,0.896632265625,0.097422626953125,1.3140765781729962,4.15756323217255,5.436372882912213,0.1319813199409114,-0.0295394775822151,1.8031296678904496,0.1246741696730617
+368,1.43711546875,0.521555078125,2.4073901693052595,-0.347170223754517,4.648951625831246,4.956514929210501,-0.2367510202490529,-0.4042765403636563,3.405207840892712
+369,0.927826953125,0.081330947265625,4.353281748847925,-1.4938493993499278,4.853525814669812,0.2010926256144594,0.8602931715202096,5.503485521703854,1.4713054315701335
+370,0.67576640625,0.19002765625,3.6839721173853848,2.1320521598323774,5.390117763593015,2.529738477673021,0.6258823882921353,6.303709979732921,-1.604139593668627
+371,0.824897734375,0.0832338671875,-0.1403427724081669,4.873500108156136,4.974051779662715,1.4000676342529708,0.0489455481524598,0.3167205029965994,-1.114193540063653
+372,0.653410390625,0.141813232421875,5.530756981101318,-1.328796488621509,4.817330838321722,0.5266128687470336,0.130311075662543,5.302252206276794,-0.3589082508621287
+373,0.853976328125,0.135518779296875,0.85381208748289,5.092760244723037,5.565742785531827,0.697520446213005,0.1837083270602818,-0.5505351904443108,0.1908253298784873
+374,0.904939375,0.5343760546875,1.2576000724327516,2.070432826258729,3.9726515584163855,4.984005117655395,-0.2197953594371931,1.4127996578798736,3.306983804656327
+375,1.07764640625,0.13249248046875,1.6648427603117175,5.060132168998012,5.730195226178696,0.109203111370113,0.6740760786001444,-0.0975309782274937,-0.8913707623966456
+376,0.658526484375,0.11576109375,0.8738032037373153,5.09445878349924,5.217926777405765,1.044505427411495,0.0239109216731982,0.2564883380014962,0.764073853397962
+377,1.232109921875,0.36526015625,3.666867188416559,-0.3848016594523287,5.2192014796719866,5.704223116478376,3.7995156371277785,-1.4499117382670854,3.1269435754788653
+378,1.20588734375,0.1411087109375,0.5481187479251598,4.733991751949201,5.600822856372863,0.719613954760582,-0.3626516524615552,-0.098919696838551,0.2040099489897728
+379,0.8720471875,0.106675576171875,5.229239627533549,-0.524758516345901,4.652996702132203,0.2317133609593186,0.3542039519798787,5.57188730256493,1.0111422427863164
+380,0.819343515625,0.090284443359375,4.741172623496283,-0.5472232738149694,4.691864038941356,0.2375210238682799,-0.2543477300189163,5.360393278093903,-0.6563192049291864
+381,0.4903726171875,0.126748916015625,1.0918964303137275,3.691001919001277,5.513169898861885,1.4444467799484304,0.1880996892476198,0.4364608426710168,-1.1937555656789405
+382,0.4894961328125,0.21646638671875,6.278225916430622,-1.0720308217386911,5.628062070094067,2.408394818045894,0.0777529260287606,6.097066996293271,2.325874353900722
+383,0.9344684375,0.123959658203125,-1.3865174436240304,5.142556622350518,5.884068386156544,0.4411521127882312,-0.2889704880835842,1.4207330709657222,-1.849571290372642
+384,0.9652809375,0.093449970703125,-0.8142567184865216,4.6220407120938685,5.43890403537364,0.8512779404011568,-0.1877617266515316,0.5393472462837452,0.0931149805213805
+385,1.110130703125,0.5502087890625,2.929693071922149,0.6723445313176355,4.989170198319463,5.406162196871403,0.6371463123069424,1.242096493329802,3.610458146361227
+386,1.1021515625,0.091205595703125,1.2332169602016865,5.216298177938088,5.361171008583309,-0.3078162946980639,0.0821317616744464,-0.5894527725324511,-0.0445296763435724
+387,0.5953015625,0.10741609375,5.478661204644872,1.9219524640296364,4.794712115863831,1.3765763079883968,0.3767679155742975,5.445733834607216,1.6619171481188424
+388,0.857197265625,0.41677015625,3.839879709740118,1.3450514644892198,4.574639004814157,5.031103711308564,-0.0038603789001967,-0.2102561024126079,2.981384497482941
+389,0.902785390625,0.074957890625,0.1325640336448315,5.36695718008625,4.79864025644674,1.465941717088683,-0.2958997061707585,-0.3855544413924884,0.8353633035966375
+390,1.236358125,0.127289609375,3.854059467389278,3.76145129463772,4.015080030812485,1.0432928289844523,0.0948670661426841,-0.3890994038512182,-0.4987058448860546
+391,0.833889921875,0.114567490234375,-1.1933648355246065,6.008247405832185,5.60254290835648,0.6972093344186412,0.1409551611739193,0.6005002295529315,0.7789942227438341
+392,1.172078125,0.124532744140625,1.3106593378981757,4.713338794284162,5.353459457663956,0.7671965813691369,0.4465700555067776,0.2042815138034539,-0.5183476707094494
+393,0.7475121875,0.15695375,0.1420024551203685,5.003063141963046,5.62941830938769,0.7456268059494571,0.115413142903394,0.0009049001927808,-0.171844011379314
+394,0.810204609375,0.15606740234375,0.8872828495987535,5.184654042536015,5.793491173864415,0.9661819142951286,0.104507255518171,0.4006982849150889,-0.1650169475858691
+395,0.78568640625,0.127043564453125,4.718778821983609,-0.4355718073928921,4.882296937050021,0.4122692686761541,-0.1188473011476856,5.608718922226684,0.9198195735858596
+396,1.22872734375,0.1721530859375,0.8463842779343381,4.1021877403580165,5.005080999852823,1.1827399174942037,0.3827032519893576,-0.0406948286774041,0.5221774827816127
+397,0.961267109375,0.133811494140625,2.3028084803809565,5.152086671854584,5.683007634595088,0.5859449469687088,-0.061440799059683,-0.4341024753385536,0.8348007637749852
+398,1.197345859375,0.159277939453125,-0.587225753961069,4.26129109614418,5.708004152656292,0.1884690202013342,0.454823377469055,-0.5649887079267183,1.2194599115193558
+399,0.858532734375,0.2056046875,-0.0607314843846284,0.1509446278711192,3.3152942502034133,0.0807184964949542,6.46189915694969,-2.108679880043228,1.3114292746665135
+400,0.8013909375,0.125739541015625,0.8115845729341378,4.874211696970823,5.375556693991647,0.3405106021933234,0.038911352999326,0.2790926158599059,0.011124300608213
+401,0.6417944140625,0.061079375,4.253622685237557,-0.3640023537924385,4.467804820624803,-0.1428453733370576,0.0205647293498071,5.225756431009344,-0.7300724674088124
+402,0.8318475,0.128298974609375,1.5087253228718531,4.487753622864366,5.397507127977828,0.6312708802088289,0.3729915703305566,0.0270911926011327,-0.5247518180474469
+403,1.189535390625,0.10825623046875,-0.9156241756114069,4.646885505590097,5.175820630656924,0.2469464060323548,-0.090151881170911,-0.0089770099370327,0.2753657463173216
+404,1.278099140625,0.397773671875,2.7237386384893214,0.1814302106923818,3.179141800146272,4.135507072515045,0.3268717645181556,-0.1770113685524324,2.0538622874982493
+405,0.83255984375,0.18590376953125,-0.0337711238828251,0.2003422129978977,4.997584405454688,0.6301396580333415,3.400064670951856,-0.1664851816444829,-1.3721717212395992
+406,0.79005859375,0.089155654296875,4.584589758147345,-0.0795298156327496,4.832776000063508,0.4651873835765785,-0.2527575825986685,5.741542594172956,0.96034642929916
+407,0.3498672265625,0.084839736328125,0.8123317343382102,3.501955720331311,4.2411781817354015,1.6797887877466662,0.06235098370133,0.1166147404302498,1.0830413365494067
+408,1.160371796875,0.520706875,2.834629300407613,0.1288008724981019,4.75428791063363,5.066334211331003,4.556343493738203,-0.3580037004221508,3.109678286246288
+409,2.0397946875,0.2531158984375,-2.206400345479941,7.118845298112962,6.238039896798196,1.4553709020448682,-0.3609487883099336,1.0891058747791058,2.344939132536103
+410,1.80341390625,0.4129562890625,3.974167550564791,2.3997923475733054,5.048751055795308,5.426607969281924,2.0338479625357264,-1.024427821705188,3.656514399239164
+411,0.918402890625,0.13836685546875,1.1107968508588146,5.083610747120226,5.463376898595428,0.4307157399241984,-0.3782171275240771,-0.1940339393453235,-0.2692240510799746
+412,0.9697090625,0.113169853515625,1.2454153237209755,4.459118114223261,5.466301425513158,-0.1521600380215995,0.1270009671980157,-0.3492690137957598,0.2475570533859288
+413,0.867351484375,0.10030130859375,4.739702345027393,0.8913577501421024,4.958489006709022,0.1689990040316878,0.2284327673646519,5.754897106697019,-1.45143140470681
+414,0.934150234375,0.1456274609375,1.5600760836747711,3.9719640428301815,5.25069638406656,-0.0031167061064436,-0.2727980207461885,-0.0952958130615695,-0.4327087513187119
+415,0.889060859375,0.103435634765625,4.290032056312201,1.3072690867751733,4.967618168594028,0.3402431055625031,0.0391652055130289,5.746407889980709,2.134973780255666
+416,0.842088046875,0.125468896484375,0.9282770741992056,4.62668241354456,5.15599040546574,0.8508346931604952,-0.3131845112285929,0.2301519516736956,0.0973413999399852
+417,0.941656953125,0.130591953125,1.4275163628239704,4.455250805201244,5.410307062594102,-0.2744759144230509,-0.179925003233867,-0.0790505611791638,-1.1982945717974551
+418,0.6423922265625,0.12740482421875,-0.0847447833607049,4.608358137474513,5.58235627150765,1.011426882421523,0.318587830099322,0.7372374502264262,-1.4198517385318326
+419,0.87022421875,0.111665400390625,4.4811096450895525,2.344929852190523,4.756526981193699,0.538331811193535,0.2758459851500973,5.7444460457551045,-1.179451636260059
+420,1.70539171875,0.2182656640625,-2.6187709484052064,7.61168852846899,6.037000980126085,0.1539156041284763,-0.5223334282220877,0.5146867119737577,3.146687771706325
+421,0.784468359375,0.161444296875,1.079626945455444,4.582974684802618,5.461833657446436,0.8319799634435537,-0.2629687399319343,-0.8009509175008023,1.3319479247637769
+422,0.70884953125,0.19259115234375,0.93638045845255,-0.844607522734508,4.900617322605013,0.4860344037195434,4.504205654935266,-1.1105950980371286,1.3028337036338848
+423,0.79370390625,0.16819662109375,0.2568055328604299,0.4899423401872582,4.61086837258333,0.6708285333654934,3.6328339699002266,-1.0561410491851595,0.6126910741095446
+424,0.766881796875,0.150392255859375,0.2371006851660469,0.7143886361704975,4.852221467202761,0.6980847146971028,3.59597953272997,0.3040981586180737,0.5578878226513768
+425,0.818129921875,0.0746644384765625,5.070084794448044,0.1866950972878976,4.628520734465971,0.4414608286574314,-0.0263011366341715,5.643876286697743,1.8669321128602383
+426,0.819621796875,0.095124248046875,0.469254975393407,5.85908480365767,5.227097385700235,0.8649162222002744,-0.4289546993332208,0.1628491699879966,0.5567165314108617
+427,0.992994453125,0.2197012109375,-0.2293558979726252,-0.0806408145812135,4.010001203762959,0.4544588677776532,3.942214226059436,-0.6110419053491719,0.2492448126355608
+428,1.40647125,0.134878466796875,0.0472920203293093,3.992618946408933,5.261479793872578,0.7513315084029376,-0.17141255677893,0.4642275081240872,-0.1118810994277478
+429,0.659879140625,0.0807206494140625,-1.2178710692237844,5.503551945659762,5.370591281634508,0.6006381031544828,-0.3994085485009982,0.571270445176974,-0.8032960745703236
+430,0.72685734375,0.16335681640625,-0.2360301467473222,4.345140974962063,5.183566730930793,0.3393596780199492,0.2668481035698394,0.5141531313092751,-0.2836656808374244
+431,0.752387578125,0.185631328125,0.2949940028578068,0.2547199893248688,4.501067832181883,0.5143969946971235,3.542600521032569,0.7578122512390568,-0.4028611207701534
+432,0.86581109375,0.154103271484375,0.9754104694087188,4.745341317764868,5.415861656824199,0.8241201304916446,2.005316395203621,0.5290516914798976,0.1961495340710369
+433,1.055625546875,0.5421110546875,3.2134683727693822,1.5363801393576235,4.685912533441765,5.193857615179396,0.5767334401017623,0.1958113953928736,3.2451398378061223
+434,0.7834328125,0.18003119140625,-0.1001358715277594,4.855636453757699,5.257215827919862,0.7363339623418401,2.5411050292548127,-0.478334257498364,1.2351313076510584
+435,0.7950278125,0.110606220703125,-0.5458394525092402,4.857005373388997,5.639234314442803,0.5958386191169627,0.0474956247071505,0.7866658469715333,1.0858809947853578
+436,0.66079765625,0.099416162109375,4.88381691284115,-1.340789717763723,4.838961805674351,0.2049243458332664,-0.1966982801840383,5.667310968147158,2.0308731691312243
+437,0.88342546875,0.072566494140625,4.3821475643512935,1.4632071374224052,4.803803960136988,0.2226799950590567,-0.2081798614970123,5.425477706418919,1.956364770792292
+438,0.9998146875,0.0932909375,-1.1305526084552606,4.969845529387198,5.186227167280768,0.8908955365800216,-0.0958843443703093,0.4732434492708889,-0.677325465000066
+439,1.03547140625,0.11100708984375,0.5651560201099908,5.239796308859667,5.712355057137379,0.5383578412049325,-0.101005993466457,0.3844032096649282,-0.6261446689459841
+440,0.92782484375,0.134846669921875,-0.8254491820419055,4.038585261022144,5.072175853212133,0.4818277435579572,1.5230395930076144,0.1224259532092215,0.7692843273551474
+441,0.9812590625,0.098811865234375,-1.3506057106328089,5.126668806020397,5.7616521187277545,0.4565422041623793,-0.1287566675109839,0.4786945649423926,1.078994065870594
+442,1.1522275,0.383107890625,3.548810985479475,1.8022483867915184,5.111659569158522,5.254729073245376,2.5238324612780496,-0.5016050271717551,3.002237226487323
+443,1.04657921875,0.09705537109375,1.345779822124311,5.014582451456696,5.519041978098166,0.5153525418407403,-0.1397312116908314,-0.833958304703518,0.0089212698776831
+444,1.029269609375,0.147259736328125,0.5361148982592564,3.3197228468196585,4.976440423192641,1.1888632930573415,1.9254677082417104,-0.9067425404066076,1.2955164383645288
+445,0.782626484375,0.08317505859375,0.2812412422402642,5.311389300269707,5.272220167881797,0.5239570067534779,0.0041397207954745,0.3203711165180574,-1.3347604638727586
+446,0.84057015625,0.1674225,-1.258014368795012,5.761972904859207,5.576087824893547,0.7957435235752471,3.023193086630869,0.7003778804997396,-1.2298935669256332
+447,0.72757296875,0.094219296875,5.297268842927903,1.6642218682647538,4.712648427425714,0.2242212858532058,-0.0055525263821704,5.441307742407675,0.2835979443593043
+448,0.8066271875,0.20635017578125,1.267720251318548,4.505302084134759,5.668235505092474,1.0104405905115463,-0.3035100342487729,0.5218458221352306,0.2135944779375541
+449,0.768393125,0.146184951171875,1.431104815785537,4.560340513104171,5.376353543539773,0.4864894598233071,-0.10313707562637,-0.1348442335558,-0.3098315404241009
+450,1.01914578125,0.11994798828125,0.8111205159262771,4.119462459558828,5.1074097690901,0.1413366807471498,-0.1047762979864584,0.1822305861517102,-0.4444237035574424
+451,0.790879453125,0.14363873046875,-0.2671298642386333,0.550619875306223,4.89961294516188,0.4125297531507413,3.7801315207595967,-0.4532254434360324,1.992755253085713
+452,0.8944034375,0.114164814453125,0.4638887306803568,5.089013012489083,5.626826958174218,1.0324751268152157,-0.0091075320762599,-0.1812187629292063,-1.0944175114862424
+453,1.01197125,0.09559892578125,0.3301246334658974,4.855738705177689,5.570675980577254,-0.3492525903667571,-0.4457929278650889,0.2752022832480499,-1.443932628954266
+454,0.98088828125,0.12913791015625,0.5409838524335471,3.8596721758131975,5.034507942818236,0.5974979611918556,-0.4213080526793171,-0.2276846867875979,0.1915982448053053
+455,1.100201796875,0.3719420703125,3.41059552145502,0.8715655279112001,5.046526522799351,4.851930385108244,1.031522178112721,0.0670193305825535,3.471227887832174
+456,0.5095571484375,0.11966173828125,0.7316587351891892,5.087470760108698,5.403527657496051,0.7641740638776509,0.1730104013772442,-0.0499003818089402,1.6331598048295304
+457,0.909533046875,0.1438085546875,1.1962096119728611,4.753520725169745,5.63968288726662,0.8195983240350659,-0.2092248825383303,0.7268503193461502,1.2670648977130226
+458,0.896634921875,0.13994392578125,0.743133904715865,-0.1893067621056545,4.190461421429991,0.6009718446206783,3.189182392691126,0.5053153775977626,-0.0331881543672769
+459,1.2779475,0.4992801953125,3.421273248208195,0.657489827089862,4.535163034424289,5.463857894618846,0.0474583804711315,0.0518317620160237,3.900452774248364
+460,0.8803871875,0.1217566796875,1.2204532971230704,4.3134250973384525,4.94748343303353,0.9147586581783596,-0.2856801380215219,0.0417891764600878,1.1905412826499595
+461,0.68275296875,0.154963818359375,0.0731558523236148,-1.134847031571793,4.180438354129491,0.1061552248839601,3.680194119465892,0.6783020299349124,-0.3929744671038417
+462,0.897303828125,0.09858322265625,-0.4649228912830909,3.653763841698925,5.114535524915444,0.7953370302324783,0.4351244722333577,0.3923103244656151,0.4518252574311681
+463,0.866736796875,0.13909357421875,4.725437410772559,1.0630642757792257,5.23713100088868,0.8255454589862026,-0.4116305126224174,5.262042894592746,1.4441559516502245
+464,0.744303984375,0.367309140625,4.812515282875225,1.893431264210765,4.505462290238687,4.86688140358246,-0.2821112023747462,-0.3757009083284969,5.621543543441174
+465,0.9907728125,0.1407282421875,-0.2263658700103075,4.719161505324879,5.5891973687648,1.0936987233534787,-0.2463131429095555,0.5430636970819693,0.2250215002094182
+466,0.918489375,0.161689736328125,-0.3210677571325977,0.6643156385961528,4.822207375034746,0.1823706870500914,4.281096066838828,-0.8355893675468764,-0.7764674895225099
+467,0.8915071875,0.145167783203125,1.4855242209595942,4.577548873325847,5.30425044292685,0.6433761448308966,0.1020261974844153,-0.2416571024602497,1.0978604285060378
+468,0.4201815234375,0.1755964453125,0.995492328556997,4.915554503220834,5.606287332935254,1.8060137670408172,0.2588456629689503,-0.3768016328885857,0.8500149910349423
+469,1.005295234375,0.102090205078125,-0.6631543710121854,4.76980945533586,5.697918458748173,0.9600928940733992,0.2204745222005436,-0.3090317555124304,-0.380436074231717
+470,0.743495078125,0.133548046875,3.088160267222241,4.393197315252546,5.129943949625142,0.89558289810702,-0.0196089955686698,-0.3261021513994395,0.779849399314808
+471,0.8751334375,0.15956958984375,1.2130817399061058,4.803370754063436,5.263280339208897,0.8420579927641385,-0.0257253643001402,0.2534796976491483,0.261057056853457
+472,0.788238671875,0.2199005859375,1.0038182816546426,4.537758060929533,5.417345621418295,0.4459864789954306,1.351864967524723,0.988777117291072,-0.3047185822993395
+473,1.00622265625,0.452743046875,2.7038864201916994,1.3366400198805577,4.700506094029234,4.839987448052054,0.4503280695743795,-0.0891061845927839,2.566276667341388
+474,1.233773046875,0.529189765625,3.379973203037576,-0.3350523377702605,4.856734453447969,5.049298983220604,0.3680786399757067,-0.1057396943628529,3.906667463651621
+475,0.970424296875,0.162405048828125,0.9999116295905028,4.58025562952634,5.430852484160071,0.6342337361631017,-0.092654458942454,0.9078087941818992,0.9526660909104588
+476,1.4071196875,0.36359609375,2.3576488589003413,-0.7276735884749963,3.073706254548568,4.127083500359361,0.5374704527325307,0.5471171047772129,1.48096816895623
+477,1.090233125,0.13597724609375,1.113893452984285,4.957723575623813,5.7097580833267125,0.857139659897473,-0.1820385306912295,0.3726549038641846,-1.0459031459159118
+478,0.9860328125,0.13963486328125,-0.1822367660529557,4.250831568756162,5.0606665515054985,1.0442589569636316,2.8518566131877003,0.2976229155305308,-0.2931298255171985
+479,0.964729140625,0.077556923828125,0.0349447359256338,4.893443538425041,5.094468860381136,1.1891363798413943,0.1884908608172906,0.1494977692568778,-0.1974826507570983
+480,0.967985703125,0.0798541064453125,2.1027935630085666,3.4339683073392,4.462558398005441,2.659174610965615,0.5310703624506685,0.4753052051720654,-0.2307049045454162
+481,1.172820625,0.136341513671875,0.7048256551830249,4.377645924617954,5.2466034879744665,0.8222828009867098,1.7447423968883191,-0.1225611252857477,-0.3978648190378459
+482,0.7508390625,0.1305139453125,4.472184514703936,0.9135441029982316,4.850678117509061,0.6246902776880279,0.0414392764694947,5.858293950005533,2.010968929108883
+483,1.091092734375,0.119695341796875,0.5832381476660263,4.388653611154387,4.859396564721825,0.7211726357369999,0.2449206694243946,-0.3843300901781922,0.8801636601310768
+484,1.182558671875,0.13952685546875,-0.6489009098555985,4.446791307663663,5.581156993480451,1.0304085146783837,0.214158566163993,0.3256248216378377,-1.1340345123831506
+485,0.937282421875,0.16909076171875,1.065122181350472,4.520907224186652,4.985782394288945,0.7961868265038146,0.190710633377787,0.0462855760994597,0.0851732627498742
+486,1.17348734375,0.105946455078125,1.052035098970609,3.9216972133049937,5.395542433382436,0.6733513670316791,0.2779960334859813,0.8584700285591172,0.3219429545121388
+487,0.780273359375,0.106793798828125,0.6355826339987286,4.51275283075379,5.288663771401364,1.0957362378307824,-0.3833942352238422,-0.1277177447779716,0.051559534485688
+488,1.08926609375,0.109682080078125,3.191181988976914,4.69368952886878,5.409390168138174,-0.2771302580933537,-0.1605110823122303,-0.1932151230232287,0.7341107678899591
+489,0.984006796875,0.5555675390625,5.738860216764397,-1.6921546454264191,4.213664331648193,5.362364776073437,0.0741284998370926,0.262509249442456,3.3191553825579896
+490,0.959604765625,0.2422280078125,3.4413043367025864,0.660923822476913,5.722131305856055,1.48160515250738,0.4535512097137105,0.7197777189691541,5.075852860581778
+491,0.914006875,0.1121280859375,4.91715704430508,1.900380771002412,4.828315469051402,0.6386687447608665,-0.7260604000360172,5.95256797331359,0.5988904031735983
+492,0.9847415625,0.096218828125,0.1049368417127911,4.811598483864682,5.381548424211866,1.02935272734315,-0.4068202142508382,0.9270363116902348,-1.0943610100052303
+493,0.808542421875,0.160712783203125,0.0779048494757541,0.8313765525925789,5.250150828556961,0.7446237717827906,3.728681261589925,-1.4155741323334574,-0.3399621013829335
+494,1.022713203125,0.1682686328125,6.194844339780545,-0.795466620030209,5.466988134740446,0.8279693531031878,-0.2819035158938987,5.344615137877212,2.1680677321393094
+495,0.76299234375,0.1522117578125,3.5341704042033,-0.5848459566243621,5.37580536380818,0.6050152620666991,0.2311635123910987,5.519199616194881,0.5877834996612133
+496,0.82274109375,0.130315908203125,4.852016340337211,2.000259382480068,4.457511394760197,-0.0041775709080856,-0.6945210171708394,5.68545062564942,1.1137805173716633
+497,0.612812109375,0.095460908203125,1.7143718557292458,4.922131933460628,5.188506805229552,1.3816201356047626,0.0484830768484491,0.0677965788910499,-0.0567889830377787
+498,1.00050296875,0.12941396484375,1.674825419232857,4.456064885233491,5.154793782646807,0.1921780224470938,-0.0176969578550799,1.6061893088233812,-1.284263926263825
+499,1.168109296875,0.112290712890625,1.161004953596377,4.996826805765152,5.43279768089652,0.1970819197247691,-0.6144380760833211,0.5234189885158252,-0.856038865878091
+500,0.737445390625,0.19551177734375,0.0714580248064684,4.75811911037021,5.226725956284691,0.6998467846533577,1.115422344793521,0.0788687453949888,-0.041610441702164
+501,0.762062109375,0.5382533203125,3.45139167462198,2.799855917327282,4.801300962450433,5.324646657794218,0.5461398494982955,-0.894698042317595,3.722034255902007
+502,0.963637578125,0.147520185546875,0.3021393445360417,4.991904700466043,5.173852971384107,0.7131754642306423,-0.0989344535498499,0.5791142995329115,0.1613617297090532
+503,1.36358921875,0.09939755859375,0.5720420831267363,4.229434592693565,5.404239576312618,0.9414798611363052,0.0527521502901841,-0.0602047646032373,-0.7939301627316391
+504,0.72331609375,0.150414462890625,1.1539113297976886,4.351288468628366,5.190240871541407,0.3261589831332327,-0.3402411797557972,0.0804753638379447,0.0783088947892056
+505,0.81152515625,0.1020001953125,4.077856571920947,0.9713378812537384,5.265423051937446,0.6435486890204185,0.0317394668172758,4.579536694848141,0.9636527746148414
+506,1.041719296875,0.15811734375,0.7093161625149633,4.729268341543022,5.511661546987426,0.2938094012211696,-0.4236779132668707,0.2875246218565367,-1.036010624247042
+507,0.3569966796875,0.086033935546875,1.7905244945239045,5.183619258240247,5.447313988614684,1.1393303563243031,-0.0506895449405832,0.2702134648334783,2.4582626649503045
+508,0.798364921875,0.10248626953125,5.036177027773107,-1.4718257886110615,4.827755647617578,0.4614550352130006,0.1909354359020155,5.088083716815095,-0.6379425737067714
+509,0.960493125,0.130464736328125,0.4020609539561689,5.127609368343373,5.278710877318675,0.2910196089833793,-0.0352474447527605,0.2072628725042594,-0.4611167836210221
+510,1.06028703125,0.1298268359375,-0.1824136869384504,4.19008049927162,5.653412908452097,0.7629347059152871,0.262048190440134,-0.10412753389919,0.3188190491783089
+511,0.8484075,0.14717091796875,-1.0604650982398924,5.27901815218031,5.596185384136037,0.8878342776061684,-0.0769175334548382,0.6069750560190315,-0.8569145253886107
+512,1.03789328125,0.0503369873046875,-0.4206854766905772,4.5829230124552325,5.0746702312418925,0.5714283826314712,0.1986950086123465,-0.046901134738991,-0.0904081135204695
+513,0.9562359375,0.22374970703125,3.63498054304329,1.5231869951290016,5.186731604927608,0.9839257899304764,-0.4831418404868093,3.9417037597634623,0.4457394086209939
+514,0.975881875,0.091360419921875,5.815168541751477,0.4503822633599485,4.9096297323610445,0.0201162219466264,0.4648628352378088,5.169247050597584,2.215863962949903
+515,0.5656941015625,0.1243833203125,0.313094722068267,4.24778235791499,5.48471947487245,0.3156286501094144,-0.0849726311333385,0.0230627983554167,-1.52358723480778
+516,1.357589375,0.1075187109375,0.9853911401289756,5.481965309496754,5.529986323437591,1.0810536140136031,-0.1637652297185484,-0.4678125625114686,-0.2744248643415811
+517,1.040324921875,0.120541494140625,0.8868331781226673,4.5549866918400745,5.334735447183808,1.2338464464048085,0.4135598628058712,0.3619206803943909,0.7526108400223009
+518,1.02071984375,0.110836669921875,0.9553016707424288,5.15085263527177,5.623147986763425,0.9998441264334488,0.4959243374202385,-0.0418626281737445,0.811217056718136
+519,0.81908171875,0.133883505859375,1.4077974020248698,4.765893004116137,4.84801408487777,1.840056247982793,-0.2566002022186099,0.1033222095012632,0.554461323958511
+520,1.19037046875,0.473280859375,3.647889814245066,-1.1080085758488925,4.882803070240603,5.160353101059431,-0.1084802548408585,0.3930246685771467,3.4911897265173977
+521,2.26449171875,0.3003648828125,5.433617189931508,2.3667963184955614,5.413206640975799,1.1879789986518774,0.7286456434740121,6.69261207946079,-0.137904678938738
+522,0.932221328125,0.1141786328125,0.3490795410887695,4.455190695674824,5.212038065698036,0.4670510325779924,-0.2187521976528065,0.2231772552609457,0.1038048219644329
+523,1.0649184375,0.21707294921875,1.5114605861450998,5.467454778888649,5.439036328987281,1.615766977045246,0.5636698791570753,-0.244763311219829,-0.919099586997306
+524,0.880527109375,0.10659275390625,1.0247863445099017,3.8776795163497,5.399825322777567,1.2492213051520868,0.5635586899258911,0.4882033368489424,-0.5224546394888844
+525,1.257603671875,0.5508447265625,2.707632736511404,1.1323063675911131,4.503498376300178,5.112889745915371,0.0583654155510303,0.5459304514094286,3.508273659497616
+526,0.936032109375,0.07910517578125,0.6048427717068404,4.027200845273938,5.320272101619445,0.0018119943147903,0.0739786556141601,0.2251833045848078,0.4940161148073154
+527,0.916046640625,0.1535901953125,0.1480890531435397,4.217206081411779,5.2886629876791496,0.197835277729659,-0.1977569316547299,0.2912275098492419,-0.0286297548736171
+528,0.995338828125,0.111525576171875,-0.0546217965043002,4.447255878956576,5.143212504167404,0.9145715825790514,-0.1036068534906598,0.5838300191865917,-0.0920605069901366
+529,0.808894609375,0.179745546875,1.5016400211331633,4.772132934901956,5.449632889250768,0.2611971195506051,-0.089223425789284,-0.0209249393944077,0.8021032405001685
+530,0.9594246875,0.104976689453125,0.8595024075459642,4.989471417170797,5.743953000254292,1.0831333165692276,0.3958871086364054,1.034617194472795,-0.5115860945990963
+531,1.037134296875,0.14279978515625,1.1727939890520944,5.191978938411663,5.253105333245654,1.0115602089922415,-0.4984509630338283,-0.4348285943510686,1.2456479114305288
+532,0.9314321875,0.19176974609375,1.5289404778412243,4.464182863668072,5.392968747877388,1.5294798484511771,0.169626432149916,-0.370586780071247,1.0223519235226013
+533,0.877128671875,0.1627705078125,-0.8287573671811462,-0.9661761020124332,3.458635159491032,0.6666861716717586,5.315234388051084,-0.9002105548957211,0.2741786609768198
+534,1.25390953125,0.562919140625,4.188722353659809,0.6806026688266417,5.081934268100311,5.351035585245101,0.3765117893279846,-0.0922461129083286,4.48198605021617
+535,0.63371875,0.09492921875,5.227436048835589,0.1703074804970444,4.667334432958937,0.336541709021268,-0.1789657702977125,5.526541745059353,-1.4364928478634151
+536,0.965983359375,0.18006060546875,4.778531214204471,1.8548099873692645,5.70474280840384,1.3474220635196186,0.4354046951769342,6.019287732300057,2.2021764043916603
+537,1.18953046875,0.14922326171875,0.6552825183184648,4.695217975304665,5.77875936498288,0.7487822991884512,0.078354766562853,1.045037349388089,1.0115705894009646
+538,1.8498825,0.2533414453125,0.2898162243395609,5.063347780923015,6.132130413388356,1.5552048479008758,0.07129291842651,0.4507088756706839,0.2205185041220447
+539,0.625985859375,0.093990654296875,4.8197496960556965,1.865865639096612,4.998060896914884,0.6982411468785897,0.2862249398549595,6.055496993644723,0.2944729247490694
+540,0.89105109375,0.124354521484375,-0.8207631518611596,4.759150297960757,5.39969267381504,0.0552845505317031,3.303532464581941,0.139067208567017,0.5672521824934074
+541,0.731299375,0.12286447265625,0.2327356856746761,3.583219247240152,4.766856146666709,0.8116172725872108,-0.2439307087514997,-0.3775085904465355,-0.3168262163018167
+542,1.238688046875,0.12980642578125,0.6691474208750151,4.706938708966479,5.551220087421724,0.6170726200677372,0.6298649856067317,0.4028960418970529,1.2023910787065604
+543,0.779738125,0.083569921875,4.8921772498814695,1.0043714981555314,4.769645611139934,0.8252293508324836,0.3240536499936273,5.191254731922167,-1.2112769276651345
+544,0.97165484375,0.119483505859375,1.6686741865814845,4.843575176169019,5.863671332728847,0.875840456757325,0.192734336398571,-0.6125017685694792,-0.7142431962324823
+545,1.29757421875,0.148027861328125,-0.2234324511047811,4.653909102803413,5.706799217448474,-0.0442827188380126,0.0111707302702519,0.2874063989126852,-1.113056930487291
+546,1.116845625,0.146923681640625,1.442989406707908,4.698821001327266,5.5911157801863,0.5420363649360305,0.3501046503173154,-0.1345733119516425,0.2219987726537007
+547,0.9143003125,0.436418125,4.19622216118138,1.0399221541134505,4.931302929272754,5.350266116670087,0.3252730544264448,-0.691958311417469,3.2709214240656155
+548,0.98545921875,0.086815869140625,5.736248620365775,-2.026405230349984,4.8893820424950825,0.5955971216065542,0.1719587773859807,5.818950468753461,-0.8140987271402486
+549,1.05820578125,0.149170458984375,0.0283348799015265,4.316076189843277,5.3059307979114845,0.2853091590087453,1.9391710370049824,0.160400160775058,-0.6967960765421295
+550,1.407338125,0.24186208984375,-1.7001227423505545,7.1321087878861,6.019918998280644,1.5630188834897505,0.0390923469783674,0.942101923906497,1.7446157594027871
+551,0.722814140625,0.10438859375,5.254133299589374,-1.3719395293668464,5.09329127221382,0.0167465410603967,-0.4220568197590293,5.723898060126962,1.5402343972281374
+552,0.804174765625,0.121702685546875,-0.4566416400754797,4.536211799339645,5.436771583247118,0.4059562839399532,-0.1178841360025828,0.6683554620943644,1.0009511816509251
+553,0.878968515625,0.086791259765625,1.1160683603349435,4.729277043278938,5.087444434794918,0.3768799628370191,-0.2982669994878799,-0.4326477258084743,1.001376879145462
+554,1.3549596875,0.138092607421875,0.7878886986391854,5.034545781478878,5.52819961871623,0.027763748816047,0.4576969566452097,-0.3890157122451728,0.1854910494793125
+555,0.774130859375,0.16778794921875,4.757487788979316,3.0033292574964747,5.168168699968627,1.3883364505026543,-0.2734064669047131,5.802009237868311,2.7418064277101792
+556,0.921758359375,0.151116572265625,4.818889957694048,4.402567879051046,5.341168693234833,1.3994487429385938,-0.0640405257679284,0.1180070590530773,0.8566028703563017
+557,0.8142971875,0.095716552734375,4.125209619132188,1.635280328109853,4.874401413177464,0.5252410701620973,0.5169070980664695,5.944631700197284,-0.1976798180003391
+558,0.708053828125,0.18470296875,0.318555169734861,4.844878368954691,5.537665543601896,0.8522588812421668,2.0973180048272124,0.1507906337563866,-0.8774177618392776
+559,0.885681484375,0.1396690625,1.641544666191465,4.925621969018392,5.016537920185718,0.1974933389752292,-0.0643341539304939,-0.0336277232991329,-0.8197680758826774
+560,1.17134078125,0.114806923828125,-1.118403872625735,4.646461210177212,5.569823279502276,-0.0417325173942218,-0.017464481350793,0.1043510208100022,-1.4936181719139376
+561,0.973240703125,0.1776794140625,1.0410871202626868,4.770847396499828,5.327466302590215,0.7518917348318489,-0.469603212605259,0.2573666493795805,-0.6354018988882844
+562,0.834961640625,0.09843740234375,5.137728252420967,-0.3847997039871682,4.780823695261979,0.5707850394219594,0.5895521902837285,5.910420833014258,-0.1953690479234176
+563,0.91982015625,0.143792958984375,4.208983853555994,1.4894472824049938,4.834154198647872,0.2805830330134862,-0.0357956543738031,5.665752432605806,2.0260248529949583
+564,1.50101609375,0.441870625,4.751406880322167,0.2857340307708133,5.412599705740374,5.87465514367712,2.599373423922509,-0.9791841835364292,4.655879772061717
+565,1.012027734375,0.1170675,0.671204373901416,4.136830021441811,5.494935354532625,0.8429038786123685,0.0781559673425998,0.3729045178132947,-0.4252676908952754
+566,0.99669546875,0.147866435546875,0.1630675706515801,4.564652559939138,5.846079408017011,0.9579117633606088,-0.043078687254669,-1.023746128187507,-0.906891339864186
+567,0.8048875,0.14189603515625,-0.6304997359197622,5.569984568941982,5.698434827610541,0.5866205505017403,-0.0481059371400366,-0.3329724856357971,-0.7536792990487701
+568,1.389335625,0.629835625,3.169026270891363,2.0924852410945816,4.08444636820861,5.39433928296863,0.3764802781626375,0.2049954199043966,4.254683659038802
+569,0.9021365625,0.114576494140625,1.3681835411330203,5.228992352084913,5.401445718721892,0.6942379556847583,0.2380848258983844,0.5019048021721624,-0.9578843691501762
+570,1.0750884375,0.113497509765625,-0.7995908363528814,4.994644794934161,5.582149128775169,0.2968056104143465,-0.050436490770152,0.8436334478825844,-1.393568700937726
+571,0.831982421875,0.107615927734375,4.52595146838727,1.1636657314124064,5.066522644925909,0.7665204204042054,0.4368166234033724,5.776181089683863,0.6095860374275878
+572,0.695621328125,0.145281806640625,1.5455973046445128,5.211100033635908,4.955196866321017,1.4115631357304972,0.1484717513611319,-0.1953166801048053,-0.0048550711585989
+573,0.713655078125,0.113247265625,5.369080807011268,0.4341691159536718,4.93283979607705,0.6614840184596399,0.0072200170684841,5.759480268696963,0.900031408945897
+574,0.849556640625,0.1423383203125,-0.7958155955415295,4.01263035746594,5.357200450741797,0.8894777113575517,0.4241215082993166,0.0901570288429743,0.6748256488997004
+575,1.7273971875,0.4927866015625,4.200641407384983,1.4471518631344862,5.2601010567743325,5.163907890858389,0.5620952876305874,0.0402451804435572,3.908087282555911
+576,0.803416953125,0.1412611328125,0.3376253065478042,0.5024384682871588,3.3828382112534627,1.4090470680800211,4.035418767288202,-0.4815088312332235,-0.4729788837418286
+577,0.787059140625,0.1204856640625,5.274655694749596,0.8821006258431288,5.409408032304912,0.7942315462917579,-0.1926077715756658,5.661672905508199,2.1983293646599305
+578,0.8532315625,0.153639404296875,1.2553204495287171,4.68274959872667,5.372496613156354,0.9822057730474538,-0.1642906714601659,0.1019403964842416,1.0542236606062692
+579,0.838875078125,0.08511337890625,-0.402298320730208,4.793927781320179,5.053820538110588,0.9008006750784427,0.0252661673775796,0.0652865973660223,-0.466233242910515
+580,0.605593671875,0.125148447265625,1.171929884360997,4.631898727686662,5.245183345285431,0.8271260574363493,0.1683248870689841,-0.0458728450673791,-0.4928607012112
+581,0.750667578125,0.120572685546875,3.918251247196306,-0.1070398599900109,5.035127121152907,0.4261556892998793,0.2074273214893143,5.084645295926078,0.368429933018384
+582,0.969800078125,0.069171123046875,-0.7085206214155226,4.937992421106667,5.267044058839432,0.7458855668223179,-0.0765703544489189,0.4613155593976067,-0.998095673643712
+583,0.95778734375,0.0791717919921875,5.337770881618477,1.1733693300804189,4.78461585410222,0.2700225812485191,0.8471266928623148,5.601300883036039,5.499564781473096
+584,0.972332890625,0.097217392578125,0.8931681965541349,3.6509689188663024,4.548305416881248,0.7115525353268857,-0.157303264106843,0.3742537175897513,0.9315293174132868
+585,0.903066015625,0.15549669921875,2.4209522441190887,4.66472826545524,5.6649409507383774,0.6191536483200533,-0.3153518157849228,-0.4213870062942976,-0.8090890195296861
+586,1.07127234375,0.0758598388671875,1.3390183514586766,4.762438770185661,5.436959586071683,1.5497417586678934,0.2621454571425525,-0.80131561486798,-0.6598671242545023
+587,1.053164453125,0.152497412109375,-0.9190750274228068,4.790674806428748,5.434276346224603,0.1515989763433041,0.0261730816314735,0.8295273334423823,-0.1125768353969927
+588,0.910938828125,0.2043323828125,-0.906404715271962,0.6867491521608363,4.730265291883274,0.4954783635609137,4.463720597423422,-0.3166861715221677,0.422884988041366
+589,0.74189859375,0.171193515625,0.6029694767602457,4.06885276247917,4.942698332061179,0.7445475158748273,0.1300614193165692,0.3594038187885879,-0.528952696840041
+590,0.722361171875,0.15914412109375,1.367735564183732,-0.4962950561610447,4.543871143031385,0.3925077267757443,3.544375154661527,-0.1856687926639391,0.673007919868236
+591,0.905319375,0.0732830078125,4.457400633146026,1.2437815261182896,4.511233416568799,-0.1586767556651613,0.3379918893416987,5.303938420636711,1.0757766847531958
+592,0.770562578125,0.086686240234375,3.89613736541026,-0.2471661934861754,4.458766689341502,0.1580397741516563,0.1369419648585896,5.9535545915178725,-1.6086909329874153
+593,0.973573046875,0.104141943359375,-0.2119583496383634,5.037951866352293,5.370765364318324,0.6186036344304681,-0.0990295038352179,-0.3485405289524889,0.4476851298547964
+594,1.066716875,0.114608896484375,0.6879019075068499,4.353421843047589,4.948518724089456,1.0480442733666424,-0.2270496744800313,-0.4243938594541008,-0.8510725382531938
+595,1.19226875,0.10129447265625,1.1106677720058398,4.308440395273115,5.599547619348388,1.321700848495528,-0.3209261223856499,0.8304804950044845,0.4668523215606744
+596,0.76436515625,0.123356552734375,5.007702490355988,1.2558448368767785,4.873486777128954,0.7137091486728695,-0.2428143888739239,5.3226730591927645,0.0004825623104607
+597,0.574796953125,0.095528720703125,1.3136670692126289,4.7884817690175,5.526047737401212,0.9251793796474144,0.1925379064114977,-0.190735796882042,-0.3936550725506411
+598,0.79831953125,0.10903876953125,-0.0815661406969925,5.073831188175165,4.922234947357257,2.096255436824725,0.3415714538541098,-0.3238743802089275,-0.5239665577700832
+599,1.03843859375,0.112686171875,0.9078916504464968,3.79104964819721,5.325215342418004,0.124522129857212,0.3020885669705758,-0.1418999853549231,-0.0820425293477161
+600,0.962541875,0.08006173828125,-0.6446176607204774,4.774472684946243,5.191562968562123,0.0096140465857125,-0.2828923325307272,-0.3490270158846753,-0.2549839159247209
+601,0.7530040625,0.0758226318359375,-0.040530761295741,4.824556744372991,5.413885040578373,0.3353076343644879,0.2330401195837743,-0.3168209823003502,1.1027062786236312
+602,0.8355084375,0.1294031640625,4.620993507809087,2.0085796241906664,5.35232057313442,0.80401767246487,0.3916307164292293,5.90161981215161,0.1459326419546354
+603,0.949899296875,0.15887046875,-0.93020113963316,0.4331020557663796,4.62580786200086,0.5614510731922356,2.859207842195087,0.0100338860358088,1.3022060779516706
+604,1.075305625,0.12196251953125,0.1392930115326427,4.355775848939216,4.996159324728792,0.5597930546514305,1.2455651680903088,0.6942987324556791,-0.6773633217297457
+605,1.15736671875,0.14712771484375,0.9467936873117287,4.814717634571623,5.6913900794861405,0.4988767667486237,0.1591869856212211,0.4177652217457357,1.1201091183289338
+606,0.874581171875,0.0799321142578125,4.50872548107934,-1.071334984436629,4.6608393571942095,0.3030640008318236,0.0265911573872856,5.263792737800726,-0.2728993338215806
+607,1.242420625,0.486625390625,3.192332913314321,-0.9320101515876964,4.74512166338562,5.089190486713811,0.4205047236988232,-0.121043281376606,2.690252881363975
+608,0.906096171875,0.14291140625,1.2518458035681497,5.041645125687668,5.317777524004844,0.4581325035844487,0.133663818089427,-0.1749919690227404,1.2030195019404994
+609,0.9116515625,0.133932109375,0.9003926681561794,4.676294267902333,5.711746145130649,0.2970944543558464,-0.066341440550712,0.0196063445706363,0.4013845581721526
+610,0.857017734375,0.1572898046875,-0.2395439043909592,0.017550325389751,4.689111679086274,0.7076284216365594,3.1447122892250627,-0.5401932256699022,-0.1842699775819843
+611,0.67964140625,0.10371828125,-0.2247898126349037,4.982380829615834,5.462310501193649,0.2963898251187812,-0.2223089093466554,-0.5022043205287876,-0.2190028203843924
+612,0.732444921875,0.083243466796875,4.838042365484799,1.0328289648682305,4.561500998771952,0.2165391077536966,-1.0443314122959402,5.558690778639708,0.0293126834873567
+613,1.067788671875,0.136370322265625,0.4372320551133223,3.9846249042906208,5.023455676571909,0.5444196152715894,-0.2746950265172478,-0.6966603771916604,-0.4997230226057294
+614,1.28257875,0.26624494140625,6.612484331256148,1.6328082332934777,5.1770887111595165,1.6899917860720282,0.0836726568909519,-0.7888673855042523,4.947242260939779
+615,0.554469140625,0.120638095703125,0.2585644240731137,4.7292022749551546,4.894803315888707,1.2876546221617264,-0.1635951355306769,-0.5671634224018628,0.1653427989652111
+616,0.9987090625,0.132781728515625,-0.3988832467354446,4.907373413444749,5.262345021629117,0.5871996673057014,-0.4031377300159051,0.5892957748742792,0.3475827922799091
+617,0.938106875,0.147437958984375,4.010305971697975,0.5155620022619789,5.19419435416528,0.2737748672867328,0.053343502123587,5.750074106363998,1.5698102335718025
+618,0.88450546875,0.083598125,4.530088643217071,2.003157049241707,4.699803419147084,0.3282597086974524,0.392335240543437,5.812648295825937,1.4202357587030254
+619,0.88263234375,0.114169619140625,0.3811241588779938,5.274722312330427,5.699860516820295,0.8199143059201499,-0.1213015104308136,-0.2648395517553121,0.532223666929218
+620,0.938423359375,0.118819189453125,1.3318266305591189,4.533888931328407,4.4906248823704855,0.5922103196842904,3.5026248315942032,-0.5545652811552433,-1.0284986059587813
+621,1.054018046875,0.15000818359375,1.379051295376866,4.616964541937152,5.619838115515013,1.615335186926706,-0.0259619742438945,0.5793106095193918,-1.3938507956815924
+622,1.165947578125,0.130824189453125,1.0718983901573154,4.752858246315912,5.485170433729084,0.6535396048494925,-0.1292507956057522,-0.0769196689694597,0.9688282255661886
+623,0.762808125,0.12456455078125,5.184695008679195,-2.269957227879556,4.867764128941623,1.0065120865063075,0.0903513325313783,4.979956541416836,6.213018076986955
+624,1.243617421875,0.3740078515625,5.007190059268931,0.193960652398162,4.986643905111205,5.205560623266488,0.3909349000136912,0.3493793643146121,4.287087501682294
+625,1.291034921875,0.31719451171875,6.335760321193711,0.4515249126958533,5.574535737567022,4.804833414894029,-0.5146910062131913,-1.2617900467171674,4.913969094106021
+626,0.806536640625,0.163718076171875,4.64647928794463,4.577554435272244,5.891104520863149,0.275816650455403,-0.6865787858028436,-0.5014270829252635,1.113804242833398
+627,0.8271565625,0.150874736328125,1.5780646863697751,5.2860820010174105,5.551494960433344,0.6064872281908381,0.0447380021634112,0.4170775872027474,-0.9157721357091458
+628,1.2199309375,0.2098947265625,-1.025051635389742,4.343219926922487,5.1779932685525605,0.6947113606965547,-0.0210816169284585,0.9848290551268734,-0.3753862584208409
+629,0.98254,0.146591826171875,0.6907329351670376,5.447529897975725,5.494163652126959,0.3212181090916115,-0.2398635463625642,-0.0991152611380742,-0.1740911935917881
+630,0.824977109375,0.112447333984375,4.082799994131132,2.0824768986700506,5.230541851757472,0.7405473962306537,0.3904056204201473,5.48175191761946,2.132166958401487
+631,0.775638359375,0.080520810546875,4.603964322356609,0.3780913602445872,4.816025121801239,0.5170500336420124,0.419716924576308,5.55895472717682,-1.062479685952936
+632,0.8985784375,0.0732782080078125,5.19045793730079,-1.492021815128557,4.61601811159684,0.0676599581683098,-0.1076250399696757,5.034823428414447,-0.8397092618302658
+633,0.9500215625,0.121578447265625,-0.4676533526548097,4.548904047336308,5.49370788763042,0.6509237615976353,0.2848847041193371,0.2922414403704837,0.094935672052102
+634,0.745187734375,0.1040393359375,5.352994247036455,1.7789299707944648,4.291362731565307,0.2941835136077251,-0.323552431119648,5.433853669701021,0.2942940337438476
+635,0.669993046875,0.103871904296875,4.788395465795613,2.1615846230479283,4.7635377791771205,1.238358879010649,0.0249128505794185,5.446386520565259,-0.4484860694313572
+636,0.767769453125,0.0730477734375,5.31631214040064,1.3771315383196474,4.806992117583012,1.0041138155103582,-0.6868450959910999,5.670705626030756,1.3944901594672232
+637,1.12904859375,0.12244080078125,-1.82812962401076,6.700450001803771,5.682537929164019,0.6469693745102847,-0.1307411660538857,0.4263766933625489,1.3008041930251952
+638,0.832376171875,0.16291154296875,0.7245514321455325,0.7437740025937578,4.845615721777465,0.4055467624532693,4.048807174218596,0.5904269312809426,0.4072626652726643
+639,0.915077890625,0.10799099609375,0.3113675412761135,4.962021451496017,5.214068649253683,0.4497267280122445,0.0270357664638816,0.2281851290950175,0.5745424548966368
+640,0.897836953125,0.113247861328125,0.7649449629543639,5.312433285909431,5.436885379763615,1.1241545293463149,-0.5215189007273946,0.4740634380599657,0.8576026007222496
+641,0.85074609375,0.06530408203125,-0.1223520272570195,5.042510925344935,5.1437304065903104,0.7267456440399678,-0.1513837661063793,-0.5950483004741902,-1.2079103265809337
+642,1.032675703125,0.151941708984375,-0.0461091380156019,3.5134009380455837,5.000855414731795,0.1044528628783694,1.215791067537205,0.3750054137314151,0.5792084522690579
+643,0.81471015625,0.163252392578125,1.745729042343655,4.57541585196119,5.585710322012409,0.0250471233542785,-0.2264706750089544,-0.2012953555350723,0.1129644619975037
+644,0.955278203125,0.1046850390625,1.4292391689547197,5.336909875170079,5.396388874668221,0.0014689366729215,0.1360864825943058,-0.3010186955480579,1.7820815332321351
+645,0.92002453125,0.497309140625,3.006810450558047,-0.447419196883838,4.660872637537365,4.976460753872223,0.221830507890195,0.4267960440608213,2.632210122926285
+646,0.80668,0.125470703125,4.65619243803572,-0.8257161011253302,4.8319531056495055,0.9873523090669768,-0.338697650428348,5.251980862630163,-1.5850991638147436
+647,0.571930546875,0.101791357421875,5.08832585026152,1.7174122274702328,4.518975230426806,1.1113365062364051,0.9320296154157548,5.754674844606358,-1.5259042122262838
+648,1.080136875,0.13258548828125,1.7150549579759158,4.741035443889509,5.603781072644122,1.5887265339494911,0.042357536526929,0.075315078603418,-0.7766633946625068
+649,0.863918515625,0.116368388671875,5.261013581323058,-2.1400124660742343,5.288820935750857,0.1439914964734162,-1.1381523707898238,4.819379937427936,0.5910310585575185
+650,0.817568203125,0.18205712890625,4.40466776146327,1.457469522010718,5.766779248997116,0.610873747230464,-0.0093138021573756,6.017391312790988,1.831355480159846
+651,1.327070625,0.144820927734375,1.542757992725741,4.563842158104196,5.461886922598344,1.0502420503538596,0.4327899630392381,0.4469231271710611,0.7473085902737966
+652,1.291922578125,0.623768203125,3.608222254412349,2.1651583212040557,4.881014221335489,5.676038492813197,0.4752204024522107,0.3052946807953701,4.605368057216985
+653,1.086949453125,0.0755171826171875,-0.287641416334114,3.842202543150192,4.221889150682141,1.7880982612376386,-0.0082398231157123,0.0288748997858764,0.6846581820984939
+654,0.6345440234375,0.26401044921875,6.337713653479655,-2.1390975117092927,5.75478420021637,1.41053100594725,-0.951426077946433,5.958107188342659,-0.024997773581158
+655,0.9310153125,0.0956247265625,5.418054998949434,-1.063288297664416,4.675439326857417,0.9736614636300388,-0.1501201534030951,5.929562169224759,1.8595537473407664
+656,0.607161171875,0.161359091796875,1.342511451732393,-0.594134822815005,4.363345228595292,0.4967069387840898,4.113364388725865,1.0555206612751755,1.247272116317745
+657,0.7295009375,0.13621189453125,4.870165219880515,2.252793055505843,4.9738159809280775,0.1592229442635668,0.3687233469060637,5.486409141772421,0.8521274190231087
+658,0.896823203125,0.064014462890625,0.6388326369238322,4.519247061993156,5.265082298853547,0.8040168376198746,-0.1688564371266582,0.4881260622829606,-0.7433942871878143
+659,0.709626875,0.142664169921875,5.416440228105828,1.9944712368165072,5.163384560494735,0.3644375323099081,-0.8536097339076756,5.900254899747482,-0.9429742488823194
+660,1.073939921875,0.152188359375,1.5075629089664984,5.558516169100427,5.533591118521715,1.4134753546400407,-0.1702157386768854,-0.212236271646439,1.0629464981422778
+661,0.560687890625,0.12381923828125,-0.1269980582557232,5.958754067031349,5.521890448013566,1.2771077509620017,0.2252247633018628,-0.2144084572352426,-0.2396825344986662
+662,1.27681828125,0.3752584375,4.052450178724816,-0.2990298071714117,5.343656847112183,4.699149586119574,-0.4830785661123334,-0.3856066318187627,4.872190223741399
+663,0.96035484375,0.1628857421875,1.1451482835394706,4.875610225481396,5.533998435551953,1.150846122517371,-0.3679252802749475,0.197543484509888,-0.5872902010143302
+664,0.817513671875,0.0864348046875,4.343439155895781,4.545682930593416,4.961567211237389,0.4191514563160278,0.2577727290861734,-0.1278135131935532,1.5663512732083813
+665,0.834564140625,0.0921039453125,1.4961940869236343,4.953376308174418,5.3733006309196885,0.6487704246213318,0.2538315588185175,-0.1097496165766597,0.8140455596753753
+666,1.25937296875,0.3805505078125,1.804202120297716,0.4158572664962268,4.685210115648321,4.851934195745619,-0.2642956497801044,0.5084074814812563,2.0022091513115394
+667,1.09944609375,0.093074306640625,-0.1929426818708328,4.410254537104116,5.269466908864366,0.7484061552868623,0.3251677160781313,-0.0002905233315681,-0.5121366185745145
+668,0.9314109375,0.093031103515625,3.870372804933841,0.8184795680193007,5.040100259175757,0.2714047633440882,-0.0880128618431231,5.719901126714861,0.940994514645424
+669,1.19922953125,0.12853361328125,0.3365872061140398,4.5439514172174365,5.00867675237635,0.4707689670755891,0.3446948113703794,0.2969571330168579,-0.4373522055249396
+670,1.060183125,0.141060703125,1.3892288137682076,4.594235869402389,5.248865274600783,-0.139383354571597,-0.6276572510456933,-0.0921961260540847,-0.4217432269271978
+671,0.91199171875,0.08885740234375,0.6268247011454754,5.173734579754933,5.398595965769028,0.5861299607324757,0.1963039846748734,0.640754007013535,0.1019328753865008
+672,0.825859140625,0.19297697265625,0.9495302652861995,0.8266477845695122,4.275818043998692,1.1313536330187812,3.657502713874768,0.6559700060416315,0.3355317655087607
+673,0.5676039453125,0.112024267578125,4.080076797768366,1.5272879767008385,4.85369575357943,1.655888314600646,0.0293080155866771,5.663119480529046,-1.8383265207001145
+674,0.76040640625,0.115184990234375,-0.3054256774982845,4.488610299085128,5.513184068932847,-0.2460954691428739,0.110340706196188,-0.0985908373802336,-0.4811797098304969
+675,0.777059296875,0.1163821875,0.2701822662607894,3.9911098907382776,5.05218842834003,0.7745482626978238,0.5302237338836533,0.0767775996005449,1.2371450251996436
+676,1.04631796875,0.062045537109375,-0.9036732544827698,5.043428422282527,5.474298338497358,1.563376812374051,-0.0472012871471418,-0.4815911597103636,0.7702778908210876
+677,0.786672890625,0.102579892578125,-0.1255331030098267,4.741123484219406,5.465184903085796,0.6453837626599817,0.4371051876581148,0.2975966645930286,-0.0004621924298495
+678,0.8191615625,0.13048513671875,1.950963341510352,5.22458783897856,5.71664455219335,0.4379673920301228,0.1644946305549357,-0.4369682337026696,0.0471905249987073
+679,0.805692734375,0.110139345703125,4.604410984154843,1.905459851671888,5.006331003895598,0.6412056275225655,0.0513866208853706,5.3655060633685965,0.523624863868708
+680,1.01020546875,0.104451005859375,-1.0994654288093535,5.079630571264025,5.448537169107425,0.3083266153508204,0.0178742515833055,-0.2824521007645533,0.0259776856657201
+681,0.777621328125,0.17934888671875,1.0423297457455083,-0.2638036161869277,4.833453285214547,0.6135651837172563,3.840564814085293,-0.5745539241057517,-0.1601601420884386
+682,0.7814234375,0.090203427734375,1.007259980555733,5.2783042465163845,5.298105080960822,0.540904223011952,0.0294319034269514,-0.217078786701562,-1.119646650893943
+683,0.761703046875,0.094654365234375,1.9245642937413088,4.567818420518163,5.321942947829088,0.5900040065000043,-0.0458355651206231,-0.1737571061987382,0.2278660540720662
+684,0.983043359375,0.108779521484375,3.697900005095037,1.8197665906116096,4.964070453190958,0.8237966103078278,0.2482653247966178,5.258440306396894,0.2820842497302528
+685,0.84793625,0.1795091015625,-0.1227053952219514,0.4129261394451538,3.90801849001108,0.4907594350573127,3.5013434360090225,-0.3628957499037492,0.9526091757178295
+686,0.756795,0.1087153125,1.744018067680878,4.909100823788648,5.342105292079159,1.6227058153234424,0.0544429421451571,-0.2262769188887105,0.0217047544857477
+687,0.866551875,0.20301916015625,1.1955221533476317,4.680387474503439,5.67738623880912,0.4461062263494715,0.0467587871059477,-0.0867763535042318,-0.8250279609220992
+688,0.750803125,0.17182123046875,1.4245410825926477,4.779241772248178,5.2992210176580015,0.1176278238384219,-0.3429288429516687,-0.2864742100928047,-0.6757831636592249
+689,0.95563953125,0.10056115234375,-2.961656752466382,7.991092445666757,5.6206605243336725,1.2060671805390666,-0.0283871025811273,0.8289192423707028,3.2126197542753
+690,0.836954140625,0.14390876953125,-0.638068372688655,4.682502573968786,5.497151810840278,0.181128317544601,-0.2650855242764446,0.1908113453847212,-0.9718954441101544
+691,0.78924265625,0.154798193359375,0.1193573575370012,4.343202938150373,5.76420697017104,1.3035058312832586,-0.3340474089144901,0.1193992668580947,0.2518121727997963
+692,1.213147265625,0.16861009765625,0.1022379332863313,-0.0491279574713859,4.39835408297895,0.4271099064103559,3.994546130650224,-0.6143510123509023,0.6027089804540343
+693,0.986414765625,0.100717177734375,-0.6181011453832669,4.882232402524767,5.489997968427852,0.4139040430930287,-0.1076287728470958,0.3349727961572175,-1.3406803946392836
+694,0.76122,0.11138515625,-0.6616395760831729,5.183509791666141,5.181674143632244,0.2169314629755813,-0.1170997952513492,0.6021862589818805,-0.7112741429255042
+695,0.93691484375,0.154380517578125,-0.6958235573335996,4.218250216474655,5.623969280060431,0.4017886298030324,0.0411991855750109,0.739931614651648,0.0806633150509635
+696,0.6768834375,0.10349923828125,4.072789195883673,1.1765907400603135,4.673365469364363,1.4601087490465277,-0.9450138193326,4.621303319569873,-1.1366542015233647
+697,1.456125625,0.19627265625,0.7462268952504056,4.209461242946502,5.458161633940912,0.9563373760431106,0.2778599821857438,-0.1849233911653436,-0.1039836333890167
+698,1.092253046875,0.123478369140625,0.8788503706631552,4.952743877754121,5.491275555288115,0.4917733736738524,2.852914590536377,-0.4857601106767859,0.0617434721484192
+699,1.922709375,0.25437689453125,-4.92141089660628,8.847604598738425,5.307502253426078,1.5716151238708724,-0.4941326384944299,2.4141852532177923,2.736853373527035
+700,1.000083515625,0.146514404296875,-0.9198135103017496,-0.4829569880916406,3.2002140957929703,0.0388723325830788,5.892648498266843,-2.109247350741245,-0.6005642068643411
+701,0.717287421875,0.11487533203125,-0.482148516540096,4.415156962529783,4.937518987459421,0.3707021855811844,0.6827584369352133,0.1811368067972253,0.1682082475913855
+702,1.306288671875,0.494442734375,3.875476721718639,1.7217545834522312,5.201795065883533,5.535018250708636,-0.3197309991726662,0.0551238863120765,3.62557214428382
+703,1.3007659375,0.42306015625,4.858183693176956,2.3451041274270192,4.925947885064384,4.8907834981674725,0.3105015008968307,-0.0252425704577415,4.146235667750039
+704,0.95885734375,0.5526005078125,3.291618564547099,1.5463204594068227,4.495069745035224,5.011648089411053,2.759702068640515,0.717790152290455,3.855747005481032
+705,0.959478359375,0.102566083984375,-0.1507889201898826,4.376194820795575,5.325652758404976,0.0107676368301303,0.0262442183780576,0.4193759719422421,-0.7536485492387855
+706,1.1589840625,0.10001986328125,0.2316075042146161,4.839918123005528,4.937802987237676,0.0393437443552552,0.4312832787217304,-0.6071232222655092,-0.3811644916272151
+707,0.735944140625,0.121490234375,-0.7700819436077849,4.891422747627374,5.682933504659022,0.366661523784851,-0.3642304013584136,0.8725823508393371,-1.022236213220852
+708,1.015853671875,0.12964919921875,-0.8635302290368565,4.62309396086766,5.608898142641495,0.3961971954293795,-0.1086998073839659,0.2112236438916,0.0963167744566299
+709,0.880554609375,0.12967919921875,1.7156583095944904,5.1803065852698005,5.348054568713374,0.3774104110238543,-0.0635485803681003,-0.2668518055014783,0.0504436207022198
+710,0.842586328125,0.053165859375,0.838447731279202,4.4612260135750095,4.770496867817767,0.5385086329599368,0.4565578750159187,-0.1686683617364558,0.2669472709936187
+711,0.690983046875,0.144253837890625,0.6208574961041615,4.897056998523741,5.62526291383297,1.6222143668572122,0.237156353524422,0.1878351184413884,-0.5384159135962199
+712,0.9039546875,0.09362759765625,-0.8094980353913117,4.4980503401346,5.436387442627764,0.2986224437741078,-0.2075979448108813,0.2611449801373015,0.4042136087847401
+713,0.9061853125,0.102383056640625,1.2547516521709068,4.3398095265118615,5.477877789824998,0.6327006984831874,-0.0718378292662328,0.5531542027673738,-1.797110067367334
+714,0.879488046875,0.127103583984375,3.6297385341112087,4.408129890266557,5.168911970359712,0.8843243206249725,0.3248274070904302,0.1265231199270081,0.5810822900159054
+715,0.8602840625,0.14448787109375,1.0266697865210617,4.612266801582581,5.6583176507548245,0.4819614855400081,0.2128194931556077,0.5972831910703875,0.8877358679729521
+716,1.086920625,0.1173057421875,-0.8725310420696952,5.366732957981918,5.719540579250936,0.3728804325135328,-0.1383200713185042,0.2518565970748159,0.3517954739517859
+717,0.85043265625,0.10458482421875,-0.374240509848844,4.662389422171391,5.5523294437934565,0.6312587484838272,-0.3466801854830691,0.3184464092386427,1.0334858162444585
+718,1.003447890625,0.1727933984375,-0.4818977018348314,4.615694401689412,5.357354128709046,-0.0117487813180425,-0.4379428589502041,0.6550875057993475,-0.1818636518391656
+719,1.008648046875,0.09986083984375,0.048161968271172,4.417515762258551,5.483769500567603,0.9373354341861584,-0.2179791972274525,-0.2896889440780887,-0.6938640087219785
+720,0.89422109375,0.17108970703125,1.5141245589314596,4.610899123842789,5.468489106872469,1.563490049418523,0.1573775580825022,0.3043034324226111,-1.0000417517551303
+721,0.905259375,0.149360087890625,0.3703653504096208,0.0425366064377364,4.637310734255956,-0.0522932207957266,3.726030008200724,0.0471212340253858,0.4755217779226981
+722,0.593578828125,0.0680321337890625,1.168424464653529,4.06105941905744,4.551668441957724,1.3359591760812424,0.1972843929510091,0.05907683652639,-0.2744671894210058
+723,0.874785234375,0.09748384765625,-0.8857518025180845,4.938448230837666,5.492918505209609,1.574565400552178,0.2950332929675396,0.6990725107105128,0.4593297785228015
+724,0.922500546875,0.10623509765625,-1.107992478440042,5.482790175206083,5.414276408408944,0.8044681889980839,-0.1251463306568419,0.7150303854658113,-0.2272161769442096
+725,1.0570996875,0.106142685546875,1.873916116087,4.733040912540296,5.475938930473912,-0.4206679867817602,-0.1437161158377734,0.90159452561045,-1.1611608875375197
+726,0.91097328125,0.1516092578125,3.500561537338202,-0.3996709037597091,4.594057985220341,0.5192248406566304,-0.2674321540114819,4.96430366684278,1.1290991731308502
+727,0.846003984375,0.11238732421875,5.576418435990543,1.310201902256911,5.16147450233164,0.7157261933557995,0.3625766874333926,5.913309904381156,-1.2025008341998795
+728,0.7930584375,0.116586826171875,0.7149630644831759,4.155846759910324,5.003598423002826,1.448680819255468,0.0819103995739597,0.4259080951466798,-0.3792357965678192
+729,0.55023640625,0.17976173828125,4.16903049894132,1.9176961719287864,5.4449904239313485,0.6581900278294999,0.0468596542225638,5.221434072169233,0.1486567948203692
+730,1.1549146875,0.26325158203125,4.782489565798309,0.0988931934626184,5.486694735657196,4.571329024782107,-0.3542897888482278,0.814846213310747,4.631102797826776
+731,0.74709640625,0.071799560546875,1.9159719174342125,6.83176529228018,5.0622519994764525,0.0542306358224842,-0.2362888859843934,-0.4597896230354892,1.4664256380107044
+732,1.0744709375,0.161294873046875,1.7558142135975476,5.000984804328922,5.515031014975667,1.022314022956223,0.1320158415765694,-0.9815686847594716,1.1260103005595905
+733,0.95087765625,0.139631865234375,0.4710256457827043,4.722188658461893,5.705411293545765,0.3235285084628143,0.0743722636999622,0.6250474322357749,-0.6656232479903043
+734,0.9979271875,0.146965693359375,1.3473909114819556,4.069668455050146,4.934818392813307,0.8517005289185113,0.6289484360334991,0.6187645953914525,0.6459114259015533
+735,1.036064609375,0.149064833984375,-0.2152569331914892,5.086862666394462,5.887454103544317,1.275037828485793,-0.0794737966957754,-0.1019402710877692,-1.0208518231557553
+736,1.0284959375,0.141015693359375,1.544942531514205,4.584636599860727,5.560814650871982,0.6198358718264588,-0.1501373506116839,0.147102770080811,-0.0727409297604418
+737,0.903229453125,0.12217916015625,1.0403743533206051,4.335141056798,5.27669871266921,0.6615360488061317,1.5036706370095687,-0.1932986331363612,-1.509857785681545
+738,1.028981875,0.16087419921875,1.590171332697071,5.42830222026687,5.765828288764726,0.9809096738080244,0.0979737447837332,-0.3302097178359759,0.1661928603579789
+739,0.979127578125,0.12742703125,1.0711378021212592,4.839368122285179,5.596276070008696,0.5305395860972344,-0.3994457465376841,0.3723175737849272,0.2265848239326349
+740,0.85970875,0.097683671875,0.841767596272007,5.726237220334418,5.648908822738311,0.4773724238429312,0.0244382031664362,0.0041880883722667,-0.4107732911790209
+741,0.9230346875,0.0629006787109375,0.276776802834352,4.299126614029836,5.051948414874028,0.4557693490579361,-0.1672224379378225,0.058078506995244,-0.7690992082226127
+742,0.83254125,0.118509541015625,4.868153474820957,-0.2509157111729503,5.427428920484616,0.7342428317200533,0.3057555994460766,5.819318929253504,0.8229422124547426
+743,0.8659721875,0.08440826171875,-0.6993743013595272,4.645553581703743,5.213693424769119,0.7852487117199152,-0.0573613500844936,0.4130921677393984,0.4933011210737087
+744,0.937643046875,0.10678298828125,2.0508489403303214,5.121445932167367,5.14712171689939,0.4361037203030891,0.1466213371494896,-0.4052458979448008,-0.4323297227887918
+745,1.78420671875,0.24264578125,6.327933637386962,2.1073898182825705,5.885277597765391,1.020803273506761,-0.3798349606875782,6.3907923548969485,-0.6305769946518823
+746,0.9547646875,0.4402493359375,2.9478621181358284,2.031521823286176,4.623725836085426,5.16858714045978,0.212690387651379,0.2143468057311164,3.5995059642653056
+747,1.21203140625,0.107072841796875,1.574357320604027,4.540510556226547,5.4320862993386045,-0.1143210573293578,0.2610526479973231,0.0205517847296122,-0.6161723634308225
+748,0.972709453125,0.094339921875,-2.8782237769735777,8.401387211156019,5.68963201205866,0.9738690947679024,0.0125461004993092,-0.5010693968574988,3.4983558443050304
+749,1.147273828125,0.57509609375,1.7098383492378793,0.460045812771567,4.490243200487087,5.363726855976697,1.3659626474376432,0.6644115861082501,4.419563531295551
+750,1.86803,0.214826796875,-1.4252070397946797,8.128325578292346,6.22454151571823,1.2836480498838143,0.1387551193339238,1.2492304788090018,3.0171134449814985
+751,0.895366171875,0.13167634765625,2.9165844824587537,4.22674346963252,5.144388641903281,0.2975543818265662,-0.1765251210331622,-0.0387346890959561,0.0003890729595076
+752,0.511231328125,0.098543017578125,1.6596745520873342,5.60200029250132,5.4269920416370505,0.6563021440805887,0.0296600514408801,0.151435724157394,-0.0110947017347425
+753,0.99942125,0.106556748046875,-1.4003755424792914,5.13700783597082,5.563013080199741,0.498883554321053,-0.0632020444362827,0.3643661138964822,-1.6015546240089529
+754,1.193224140625,0.4159513671875,3.5650288691173624,0.3715064570311808,4.872886526785068,5.292091738310209,0.4217344082537957,-0.1469376343261559,3.0915654073373355
+755,0.80569015625,0.135129921875,1.394083152667135,4.840094361733472,5.162996913929344,0.7114941752660261,0.23257991974054,0.3474397983695091,-0.3351000711878979
+756,0.859948203125,0.105930849609375,-0.3591632324138776,5.141249966186657,5.531255231306665,0.8723097318950771,0.2518746319579608,0.1956503328099943,-0.8029159797534721
+757,2.15214125,0.30129251953125,5.722659394831758,1.9772940342515888,5.777748564435256,2.187390574221583,0.1284889429486364,6.746487572062349,2.6293148948742324
+758,1.27214609375,0.0737816943359375,1.8398992366579647,5.409196753995711,5.44503004285619,1.046303455704389,0.0641769627738205,-0.1988587488980484,-1.1866769311644292
+759,1.8288321875,0.4085272265625,3.3656770930312896,-0.1343966948876287,4.869308282470687,5.3093150496185135,0.1896912583462784,0.3238599849563798,2.968427356558628
+760,1.04243203125,0.12596517578125,1.0854626584461655,4.773971230515255,5.447666037370093,0.601141192101037,0.2504433319629027,0.2349812980175283,0.5062471397600155
+761,0.86644484375,0.081226533203125,5.089334701368679,0.7303435686843051,5.14451613908835,-0.586052426698575,-0.1442712330296015,5.423063671046756,0.7478476895822994
+762,0.814287578125,0.15627923828125,-0.9565826318096848,4.84385238817223,4.900007750536831,0.4206558436438479,-0.3647237531024884,0.5073825769569685,-0.8153257766745109
+763,0.6832446875,0.112639375,-0.9231927972201044,4.66632653440206,5.208047229927231,0.8049135374949302,-0.129629833724201,0.4067083970474829,0.0093070046664311
+764,0.964060234375,0.1262190234375,1.1072219589120775,4.448362414124584,5.372621554711996,0.7695478975684521,0.0097793409320114,-0.1340625039475111,-0.9634039849526408
+765,0.957802265625,0.0789407470703125,4.833969154603883,-1.3926977195047734,4.950045409257027,-0.3212693393947877,-0.6580131385563506,5.73593061090233,2.034069200938337
+766,0.8721759375,0.097287607421875,-0.0618372320979991,5.429667724221502,5.4169137328963295,-0.1801608485246983,-0.560316428373306,-0.3770846569670567,0.1173666036891354
+767,0.83729015625,0.152247763671875,-0.7163501337680009,0.5063687552353489,4.822700820802248,0.3149795542533886,3.5308056719530225,0.7769006362778242,-0.5130843813619711
+768,0.785562109375,0.11610375,0.1631412390673689,5.226641882684774,5.563005773643717,0.2112610066220199,0.3675788594048389,0.1596293283722467,0.1683466865639334
+769,0.719600703125,0.111810634765625,0.9154682600061124,4.941549560874141,5.659175819805162,0.7190422736523473,0.0090242404097725,0.6707426165767865,-1.002616621643867
+770,0.819480546875,0.093055107421875,6.094337454543939,1.364081287940483,4.925794734519369,0.324225100546722,0.1434075298435179,5.680926424577327,0.8742669964501308
+771,0.841770390625,0.1115141796875,-0.6230859153594389,4.9939308996160925,5.766966776124209,1.4344648815558696,-0.0971087081295381,-0.3054164712215192,0.9472479881521304
+772,1.44149296875,0.5612017578125,3.1613720084826085,1.207695542958018,4.573324428492985,4.831814759049073,1.7037967766105395,1.0933819733853516,2.254784087867235
+773,1.160523828125,0.392462421875,3.3318479801965,1.0280663291286642,4.316608019560418,4.935098832692349,1.4265501415835766,0.609188265976158,3.338744076967437
+774,1.004495078125,0.115026572265625,1.6081383174347852,4.074010851764984,4.97661631035123,1.4022408738645284,-0.176977128937811,-0.4701516112114075,0.2320851873026294
+775,0.9850740625,0.098615029296875,5.214651826417501,2.031326927308815,4.757148331166848,0.1905618595433176,-0.6080363500870668,5.418902992190652,-1.0650773465218064
+776,0.98853890625,0.07477845703125,4.488637904777581,-1.0390386520384365,4.85064657700938,0.480480033852953,-0.2396099849299154,5.384615805169653,-1.4299621300901153
+777,0.759433984375,0.178133671875,-0.9400062713084836,5.127785482599481,5.777708558610889,0.5091612648486183,0.0631000399085091,0.3934473427723419,0.0098537498670631
+778,0.976592421875,0.119335888671875,1.655734548515067,4.981331583638962,5.512632006658722,0.454715320992508,-0.2226894244739666,0.4243915542008278,0.0661273361249134
+779,0.884901640625,0.106118076171875,2.2218847871413305,5.1723762712033965,5.309475616158184,0.4929222994150416,-0.045043725450546,-0.5078471877567032,-0.2524767126018623
+780,0.6384727734375,0.172070859375,5.275175351887234,2.208038878769896,5.485116007600218,0.0994936812069382,-0.7136404228551044,5.864733900966816,2.204440447130701
+781,0.9396440625,0.09337435546875,-0.7401802476275218,5.022465464705387,5.574136859284533,1.214815524371962,0.201192226729624,-0.0061545162167962,1.1447539468021588
+782,0.748769296875,0.137882578125,5.013816676663968,1.9972389588241388,5.068174463660975,0.2473134409948802,0.6240337872801096,5.768992077371535,0.0735268793425586
+783,0.98725921875,0.14804947265625,-0.6764024599001283,5.000778238493888,5.44089861268651,1.105651605813037,-0.1547644485073471,-0.2505764354217161,0.6355333745525286
+784,0.694293359375,0.1444452734375,1.2378235481742994,4.458027265480987,5.479476253613152,0.3436137872796338,-0.0129043796706404,-0.7667397600747884,0.8081938000168143
+785,0.908420859375,0.18268904296875,1.291687190443909,5.837967641453745,5.838937793578431,0.5862984320985729,-0.2216730374435818,0.2901890218604455,-1.581863200211708
+786,0.695927890625,0.135980849609375,0.8359106050870121,4.083426477165981,5.401434409250825,1.2173961998593832,0.057528338419727,-0.2555297795752501,-0.6356306433010195
+787,0.928806171875,0.0775629248046875,5.642288369208903,0.9431032696597722,4.690356773371092,0.510293940355244,0.1994471636412893,5.8228523101976855,-1.582676983414512
+788,0.937191640625,0.126029990234375,4.740142411552437,1.4958181563602966,4.8441714893343,0.3454246236186698,0.0497090691717119,5.449053711915126,-0.5605462901180559
+789,0.91321125,0.14481373046875,0.2775534691174601,0.1595288301884623,5.060090233425007,0.3198818150112849,3.307638630965545,0.9780132447414884,-0.2206373476220259
+790,1.134016875,0.155879580078125,-0.148791474833171,-0.4748719403467948,5.138268348505687,0.4556045408501571,3.6272720388087945,-0.6861183153014363,0.2547886033097432
+791,0.93971796875,0.155553125,-0.4829432518095529,4.71006459159061,5.378106968573841,0.1976409218824398,-0.2208673314924623,-0.237870029963524,0.9240594962484812
+792,0.693895703125,0.166833203125,0.2491213798566384,-0.0173446007405345,4.497684718519541,0.8250017308477904,3.608383913201739,0.463912649260674,-0.7627480200810178
+793,1.00532875,0.123325341796875,0.9625109177041892,5.094525437711874,5.587653311333889,0.6219614874276865,0.2849193688168331,0.8189179653327794,-0.4150838327818064
+794,1.0369584375,0.1621794140625,0.8861211020861373,4.90349128268524,5.045639130001663,0.6852905431979286,1.2031666024225631,-0.1011536207185665,-0.8294256339163848
+795,0.6124780859375,0.14055482421875,0.6737046338985953,4.699555967451091,4.934902592644426,1.687198710970044,0.4930031658311793,0.1737368535298784,0.1646308129988886
+796,0.631037734375,0.14387876953125,1.4680668801668204,4.289605458185558,5.233155715706135,0.7784616002261702,0.0872932802308933,-0.190112915788502,1.0952845326657965
+797,0.84244015625,0.125927978515625,-0.9348719849305936,4.283026425398518,5.483895606596168,0.9910316281894966,-0.1199304370548407,-0.1339299827524926,0.4818343747825284
+798,0.6108541015625,0.102463466796875,5.582199513266537,-1.820711367193736,4.939302453244283,0.2462185936217651,-0.1485177363108153,5.399823088526478,0.9022719720353212
+799,1.02822203125,0.142999619140625,1.199142099691234,4.615866602841269,5.481007688024639,0.4529981019007093,0.5817622649017443,0.1753292177562858,-0.0058149894477306
+800,0.890013828125,0.18577115234375,-1.1722117068122366,4.424958357603336,5.279033184968679,-0.0570401123465587,0.8872198976047964,-0.3457789103871548,-1.203985306359986
+801,0.858415078125,0.0850677734375,-0.2913684144079183,3.941923156217767,4.886308238794626,0.4822688756014726,0.1075933064282889,0.0445772850730475,0.387530883533298
+802,1.69089828125,0.1475669921875,2.3441565220010925,4.9821515251301935,5.837384348328495,0.7634518541096152,-0.2198925217039908,0.5141497900924166,-0.4963234812929692
+803,0.631073984375,0.09891748046875,-0.1064766692008914,4.621006026103965,5.148251050850054,0.5672002035671597,-0.2334151881934028,-0.0827819010448568,0.346206803903855
+804,0.901167265625,0.0764377392578125,0.5584973123894522,4.313479004509185,5.030485604366386,0.6172344475915797,-0.2065713545269235,-0.2953214261909668,0.7028530980989183
+805,0.955720390625,0.085155986328125,4.622142374887496,2.076520421670398,4.836255068795053,-0.0569939490473753,-0.3598051535869649,5.558869989632908,-1.2297663019655722
+806,0.91127953125,0.140730048828125,0.930791630091112,4.589256141023866,5.208989507744838,0.159782895447702,-0.2616298563526601,-0.0817026886354616,0.2162451729694445
+807,1.0343490625,0.22703765625,4.850657083111624,1.164066934474746,4.390562310534386,0.5575955037061434,1.653695383744228,0.1360872213090242,4.2421293001363605
+808,0.8962859375,0.115564248046875,5.6370906828468765,1.343509403448028,5.178137423069563,0.1630874274408628,-0.350851320728847,5.524542399909774,2.4603621336538715
+809,0.942632265625,0.115617666015625,-0.0585917861083369,4.667340334958123,5.230335567461652,0.2713290454931145,-0.2799533930617686,-0.1143030761460957,1.3774918693404292
+810,1.157269375,0.112901611328125,2.5441703207870363,4.515036462901492,5.467815594069958,0.314743662025558,-0.2222218767956797,0.9650178726838152,0.9419423525280824
+811,1.293814609375,0.462603671875,3.2770271310785386,0.2536334499058736,3.488769749369414,4.299391327463515,0.1838701173113333,0.2546575912623724,1.5904836880818234
+812,1.240932421875,0.442333984375,2.227982089006317,1.4199492392867894,4.515552364639808,4.601391450804783,0.1072427715550434,0.3097642352144915,2.6476386902234954
+813,0.93743640625,0.073892109375,1.541841415429598,4.976914016873447,4.562370047750636,0.913194570051742,-0.1267844806129923,-0.5296338160974967,-0.9650260525330192
+814,0.99162734375,0.1380830078125,-1.3968238614993689,5.619406422064775,5.415978648913646,1.0061667624017945,-0.0191495992926143,0.8881845585932562,0.0758815695248067
+815,0.877313046875,0.127042373046875,1.688546781059535,-0.8982941698170416,4.684746443975038,0.8704165922922431,2.758848644751396,-0.6748311907397042,-0.1254066822097298
+816,1.30655234375,0.13139548828125,-0.0982044968410606,4.021574128837557,4.791173171074091,0.3534492650778223,-0.1916295387177929,-0.1096471861772356,-0.7388302475722441
+817,1.156634609375,0.1377571484375,-0.2313501393142601,4.222576676205974,5.370744719267933,0.4601485533409586,0.0245438972009323,-0.0270588344743491,0.8819901145527431
+818,1.28953609375,0.1336224609375,0.0175121300881518,4.095721046851841,5.336708326011991,0.4289116737903308,-0.4694873758156803,0.3502754073816077,-0.5507913955229427
+819,0.89582078125,0.11960953125,1.280261332755367,4.932019506439844,5.550611279581455,0.6601229091195819,-0.3498001774034836,0.9058728511968788,-0.8231644983429196
+820,1.02825671875,0.157825693359375,1.2462124901258986,3.7090858134115647,4.840281166599325,0.5599898082449277,3.673220094675037,-0.8422882994612217,0.6850955571932205
+821,0.8128003125,0.099693408203125,4.348796286198085,1.8753464044265928,4.339334577642316,0.1095984285734096,3.815776532587664,5.921705502106683,-0.1920256681904996
+822,0.6342170703125,0.16866169921875,1.6839663940828191,4.828616266502972,5.353110900551479,0.3450312072302532,0.5270452544344131,-0.2998725685001898,-0.0517465521170503
+823,1.132267265625,0.3807957421875,4.962614405895573,1.7468794667295438,5.496380815811984,4.575502174278423,0.3192604033495367,0.2677557934762831,5.159612368789939
+824,0.96410703125,0.10240826171875,0.8984551104106653,5.037170520982411,5.403954192833383,0.1925704155568661,-0.1547054377924713,-0.1867070994443543,0.1292520224452224
+825,1.03228515625,0.134094140625,0.5853281006130384,4.583546272232997,5.415067579435,0.3946041917620145,0.0364486723140354,0.2561841999595177,-0.8321502527130484
+826,0.963496171875,0.1151159765625,0.0650001032613156,4.203828486093202,4.797364011101637,1.414916825519564,0.0519283971834255,0.1317003140281759,-0.061456130416443
+827,1.265461484375,0.20542525390625,0.8369833950765432,1.5374962323962014,4.3995375073651495,1.996668650843162,0.107720985495572,5.289041088692568,1.296729713689013
+828,0.80599734375,0.0782908447265625,-1.8278410740578612,6.389360399014795,5.033547626282835,0.8525019846418986,-0.2488092796021046,0.0718696674045555,1.968675175983745
+829,1.18882609375,0.628156875,2.9143271944403835,-0.3819747964501073,4.430890146810692,4.887797409523583,0.1359125256190047,-0.3338438889177614,3.414330633189834
+830,0.948104921875,0.1473143359375,5.666949298379524,1.9691331447704192,5.125872712573941,0.6804575166990103,-0.4575589460475824,5.407486505940208,2.1000467344979143
+831,0.81627109375,0.1422837109375,-0.9753504185301988,5.1112598771546764,5.715498739888274,0.7996219602206431,0.0395832674983774,0.1196665489997158,-0.7051097589995133
+832,0.618493046875,0.131731552734375,4.4018008123474655,1.1220492910964592,4.644292634997381,0.2052284299824603,-0.1498014367846102,4.925888157753325,-0.1628204111734051
+833,0.802431484375,0.072531083984375,5.047092495440511,-1.4757564540839134,5.019972978888751,-0.2726226661594814,-0.0112248518305752,5.95399080326507,0.7721268174005848
+834,0.839076328125,0.17042599609375,1.142848407207613,4.974473954123608,5.380460989199571,0.4003215319436382,-0.0079644594340006,0.56896098032135,-1.1843021286732007
+835,0.91999703125,0.118260498046875,1.1020455255974897,3.966108592097103,5.116756367930704,0.1540944947327209,-0.7955188274316193,-0.2656330159347432,-0.1256519847046573
+836,1.5300209375,0.462391875,3.6997226337475495,-0.7040439316709138,5.022113726931694,5.687169210476897,-0.0175411568188243,2.971170645777041,4.007715239798636
+837,1.108877421875,0.132018388671875,0.1005867577429541,4.732494798644472,5.52974339474359,1.2950445469303404,0.1159291477527506,0.1246013707627342,-0.6234910001714822
+838,0.798831796875,0.129962451171875,0.4583061439408348,5.623403048307866,5.588005293848155,0.7216695080068036,-0.2168885765223912,0.4909260259523376,-0.8392299857135089
+839,1.36560640625,0.0795114453125,2.3160297063112005,5.036769645683157,5.430421701705751,1.5106443358801245,-0.0091423632180578,-0.3427536069144786,0.364710849597737
+840,1.263048671875,0.103880908203125,4.39647200772588,3.924084660463792,5.1060049403022205,0.9247966282404896,0.0060064040103411,-1.1034692779589028,-0.4286208356855371
+841,1.290308515625,0.2159700390625,4.458634819434678,2.175479385729046,4.281539795366683,0.7612028840486039,4.28664053815851,-0.2547850092309088,1.2071315291894038
+842,1.12174453125,0.089790556640625,-0.5485846078571783,0.1635628105175887,3.804288547722311,0.0844288210712621,4.842583810508257,-1.2335842876748293,-1.1567602790386589
+843,0.73963625,0.12701236328125,4.538961271814103,4.970183374221742,5.191624928007595,1.2169958948085329,0.675475335707322,-0.4004885567765224,0.8617618681744375
+844,1.187265546875,0.16819001953125,3.740302022762112,-1.101463510590812,5.173487942531807,0.8063452449693111,0.4395312485821206,5.417655218213142,-0.522429021637728
+845,0.8745234375,0.10514771484375,0.6415348218492898,4.13273781762343,5.212178907270411,0.0053905794443773,-0.2558389531812244,0.0252904483293022,1.0282570136943918
+846,1.01943453125,0.129835234375,1.7278746855039515,5.049405809521486,5.556216592891532,0.882607384465588,-0.0707568365296314,0.2876783723281579,0.1017769606324948
+847,0.976070703125,0.141010302734375,0.1631534158652725,0.3937066926913581,4.443762592294703,0.3828329265800623,4.124341921115565,0.3778826107048912,0.2715354894388003
+848,0.99776703125,0.08352130859375,4.284382665505984,1.626745478845136,4.831603090594295,0.5541817596911827,0.005114308485455,5.489534731444856,2.257440032963296
+849,0.836056875,0.149733349609375,0.0511380083415274,5.007476327319135,5.754005866559486,0.6572666801484183,-0.1511548439320852,0.3922779826657649,0.2989983040173464
+850,1.5482440625,0.25637248046875,5.704877187349195,-1.6892835316566912,5.513186105069874,0.9074443927631052,0.6335894755272486,6.448150985981785,1.2409436851929012
+851,0.862783046875,0.115569052734375,0.2571205386130967,4.531559519077011,5.298683017956728,0.7826349716492531,0.1143330856758009,-0.1801841587801797,-0.3207157034511181
+852,0.96448234375,0.10721986328125,1.2357022661377246,4.667384692156437,5.592002245754512,0.6291126986920075,-0.2009552360226856,-0.3617987889979877,0.8812159084610326
+853,0.956914140625,0.095979990234375,1.3824027668367316,4.744096087845391,5.492338999501088,0.961444300656888,0.3150160428864558,0.5540601852570317,-0.3161087477199971
+854,0.993016796875,0.115992724609375,-0.1124391413393913,4.204826623134696,5.498028233405669,0.4461147256840967,0.241983871131191,0.47186357646721,1.0561076402813354
+855,1.136247265625,0.19022990234375,4.511835060584505,-0.8423931395217353,5.490283723295812,1.125254240411608,-0.5617321293060276,6.053608129775846,2.423459199646193
+856,0.66210984375,0.17262595703125,-1.1929026515099908,4.691466773323674,5.032243497018246,1.0415141678488604,-0.1236374398307815,1.013732245069159,-0.9105714411979148
+857,0.948561328125,0.173347890625,-0.536409538510136,4.833624582188299,4.690634676132394,0.646901004981473,2.706220045288904,-0.199093214168137,-0.3549083238617098
+858,0.704873125,0.1069576171875,1.1534885058741209,4.588586071690786,5.17226683283253,0.9435239732896276,-0.4002983744473927,0.2658541828053244,-0.3779569021019613
+859,0.99272625,0.123180126953125,0.7414059483477892,5.527789768336013,5.865873109340892,0.6796237528217344,-0.2005830318294601,0.5079510549723723,0.2464537543875461
+860,0.99687328125,0.124892216796875,-0.2074134868534113,6.054484423727197,5.62579484627297,0.7786863351040799,-0.1059949865131287,0.2683632636416749,1.4377329180815788
+861,0.756660390625,0.092705849609375,-0.5759148399165741,4.775234753413929,5.232654378535474,0.2073690768693334,-0.2762570768345077,0.262947733489386,-0.5582920248991569
+862,1.015701796875,0.14217869140625,0.3036388906628543,5.24897883674417,5.523699608145572,1.1154100322732383,-0.0835383654035618,0.3426864023160456,-0.8719502131087077
+863,0.880015546875,0.2017041796875,0.8130550563846645,0.3131435355034498,4.397781490777923,0.6905680326238378,3.791937537569364,-1.0132669427970824,0.5461902156061705
+864,1.023061171875,0.13329,1.7554666106218884,4.725992469643882,5.295260519804757,0.6710903760782931,-0.0417548566691811,-0.3530755329015106,-0.4319803054026029
+865,0.853738984375,0.08866177734375,0.6134860019258571,4.489503281750643,5.281700320450858,0.7379401409093164,-0.2459848697977779,0.2453974551735182,1.1570279284537195
+866,0.735415,0.083989990234375,1.725264023237905,4.7987304050243615,5.292641136271869,0.339590398584206,-0.3092900970794844,0.1286157337298213,-0.2489866965947371
+867,0.760088046875,0.118472939453125,0.4651856638661089,4.0232247234861225,5.129247475851535,-0.0656719954430927,0.1238368920444878,-0.7599734122874607,-0.1189001353309524
+868,0.814174921875,0.118836005859375,-0.6661543473863816,5.363140219746368,5.768266607477158,0.2177973836312778,-0.4424960174919712,0.7456521976195806,-0.3226533979709053
+869,1.00308953125,0.159467568359375,0.6411936102153896,4.932568707880473,5.423899987496523,0.6797611911815206,0.4156912492903605,-0.219211644380261,1.1947864474301493
+870,1.062689140625,0.12571013671875,0.6033382469093804,4.796763860195222,5.520348212044011,0.6668704983035819,-0.4020165518741971,0.6221841472430477,-0.2894941228460663
+871,0.79165046875,0.152179951171875,0.0610940230245091,4.243517670122732,5.238992510194131,0.3246090692827839,2.9225405194616547,-0.6252893655473547,-0.4968035090651289
+872,1.295337265625,0.150265634765625,1.2889298440293508,5.013238819103332,5.213564280470443,0.6849868002001639,-0.3634431448538044,-0.213716439948134,-1.4096042705135023
+873,0.988700703125,0.0960748046875,1.859312799017841,5.283394752323692,5.288599105132213,0.7822249489517361,-0.1710538926687588,0.801321501696423,-0.0220311144286967
+874,0.98434671875,0.123757421875,0.170706446646278,4.534934304039857,5.217235003053224,0.3577137999156103,-0.5401111586705778,0.1233594894452231,-1.297618472211734
+875,0.68492171875,0.125164052734375,5.747265108929075,-1.2736143893835845,4.773226537621298,0.6352235672125897,0.3878141842587377,4.845535720158377,-1.0405964067281834
+876,0.72610703125,0.14456888671875,0.7830903983932049,5.133190512659609,5.708728485465809,1.8438451226069577,-0.0737228922589367,1.088166327560859,-1.2323120488825674
+877,0.77182640625,0.163090380859375,1.1065640948168352,4.274064513372147,5.388404440254829,0.4908074308655713,-0.2624765130418043,-0.0070896080164517,0.7774961785156864
+878,0.794055859375,0.10274671875,0.4788349652884907,5.149319457482776,5.28141639894894,0.3401852449667482,-0.4367049226282808,0.624605134833653,-0.0699068523518416
+879,0.85253515625,0.12058888671875,4.195016964264741,0.0505600096086787,5.14780305834079,0.7307060566589528,0.3693402931899417,5.357396464077192,1.1561484834513935
+880,1.04743328125,0.157480029296875,1.3462687547006396,4.66440673823885,5.584786974185072,0.6547814963058455,0.0277148498282247,-0.3246073398293752,-0.8390600057683191
+881,0.826315703125,0.115394423828125,-1.7973749507860624,7.409936913091207,5.691117794069311,0.3921563580803663,0.2652799603685333,0.5439592832455765,2.719329264336669
+882,0.9559584375,0.100348720703125,0.80537109260809,5.283387431414109,5.450987791546606,1.3109001597131051,-0.3890227742699744,0.225228808545229,-0.4251143854264143
+883,1.01889703125,0.123528779296875,0.8813304611458698,4.729862786169878,5.40511600848717,0.4850684051344351,-0.1134099021675469,-0.3716586506001519,-0.3835994046837293
+884,1.266985703125,0.0920511328125,-0.0657110785461959,4.772973199480733,5.779229037331606,0.2053594427237786,0.1560784484666737,-0.1514956164751215,0.6945025433016002
+885,1.285172109375,0.4358796484375,5.412394724761765,2.0923278772698644,5.0876030663190015,4.993000038338031,-0.6310044985494059,0.2837286140690336,4.5202999870336855
+886,0.987100078125,0.1500448046875,0.8626400478893403,4.714180041436159,5.201385613028021,1.1019960224021312,-0.2647127703785882,1.188421330611513,0.982704336543928
+887,0.792450625,0.098025126953125,-0.3883015757631406,4.574889316751933,5.453442042563387,0.6413124452836529,-0.2865695598114664,-0.0562161282555808,-0.6586183688328395
+888,0.905584609375,0.14191705078125,1.016008095553096,4.632738144857866,5.202748555756737,0.3326266557716683,0.1502474768650958,0.2403786138568664,-0.9355218677830854
+889,0.986718671875,0.115345810546875,0.7315684907896534,4.279318342860798,5.265528758821034,1.1983442871343424,-0.0950787082134868,-0.2350761042139114,-0.0664963787321188
+890,1.210067109375,0.12574974609375,1.175912014509518,4.350542321776101,4.739040771225028,0.3131501109876468,-0.1168370876380451,-0.2029037389410788,-0.37518828560771
+891,0.688358828125,0.132953349609375,1.5264771766613372,5.334934768256072,5.70152778654288,1.5851854947955222,0.4927337876794482,0.012842845239541,-0.539178548189677
+892,0.862525546875,0.1768374609375,-0.2276044912372429,4.566767853922391,4.9307342191445125,0.991699083330186,2.236035729640293,0.1555780135166312,0.7538257828933461
+893,0.8829028125,0.076281103515625,-0.0448348909956445,4.700871767305577,5.1200505628040425,1.2825795312391262,-0.0077048275003495,0.0309273538744,-0.6276616777837813
+894,1.3830378125,0.400311171875,3.767414061826878,2.1706629270900386,4.799456987487051,5.0409518961460815,-0.2090174228531511,1.1717163841954703,3.92225595101765
+895,1.04377546875,0.08813548828125,0.4762181023988795,4.251135992634361,5.538916650404239,0.4738667213429816,-0.6105281361329369,0.246406187259622,-0.1900374995508108
+896,0.917198984375,0.140723447265625,1.903767675157347,4.899994384668069,5.590350028760452,0.458241076650816,-0.1376099708409315,1.1896224321981974,-0.0346459830450529
+897,0.913896484375,0.130348310546875,1.6651121878294428,4.646436604357986,5.259568170082735,0.1072195886218411,-0.0424200949586228,0.2190747667865486,-0.227823984438318
+898,0.802151796875,0.13530634765625,0.5256223126730062,0.5624312790001798,4.602951482424783,-0.0684981304572715,2.434700230262945,0.2089593297508944,0.2830730325845965
+899,1.3569328125,0.349943046875,3.2808169469951616,1.2340809257999363,4.681487338652487,4.905722173370117,0.8894058531661293,0.6469381160843802,2.692780969516181
+900,0.860570703125,0.087578583984375,0.4501613498937318,4.865692830770626,5.457566118703196,0.6752758570731898,0.2406039770278525,-0.5286119837757167,-1.1146548784212424
+901,0.69848109375,0.1685548828125,5.817551423296164,2.587711800730066,5.218922402709709,1.4311627423470314,0.2341193735642534,4.047786001601398,1.639806643272307
+902,0.810713359375,0.177843828125,1.516859856668732,4.286757264078172,5.272512553740398,0.2513518658559287,0.2939922968217262,-0.2780234178261584,0.2648957980414184
+903,0.697138359375,0.128747255859375,0.1659546873441474,-0.6663262485293572,4.591676059862086,-0.0269469463817622,3.40146182582696,1.2378727089640384,0.6418320518014742
+904,1.2224634375,0.1123879296875,-0.2164513072715399,4.417592237860946,4.870751183446763,0.0737200296613731,-0.1628119826969195,0.4749359592970116,-0.6266199492166341
+905,0.790530546875,0.138980751953125,-0.5156396196173332,0.6775532539432273,4.421457507466498,1.0707097275077675,3.759724250677659,0.3188023783355333,-0.4557059592451203
+906,0.78294828125,0.106171484375,3.9138590995697338,-1.4001160852844852,4.793679117344984,0.91352803772968,0.0978469441882247,4.861992036249844,0.0985242428593539
+907,1.26279609375,0.1229466796875,1.3523319281298285,4.650910500202251,5.470382313666816,1.6517895881418287,-0.2121015370658692,0.3561422256728207,-0.0337188376073353
+908,0.77617609375,0.086158759765625,5.055050933989347,-1.9756338462435936,4.8036416412111205,-0.2983698436737831,0.3270767422866978,5.4475778194033975,-1.142818387296819
+909,0.723172578125,0.148642373046875,0.3697982203137896,4.733861926421894,5.409895269487266,0.7594256646974458,3.859756662158318,0.4690153650935568,0.2140083160510694
+910,0.848929140625,0.1233421484375,1.3048382207011655,5.236543911500792,5.606685130781874,0.3538580116758451,0.0402819604176317,0.1338682212004838,0.9999554383097636
+911,1.0600028125,0.12156705078125,2.092055920352529,4.639609446616524,5.48059193715207,0.9407497652181972,0.5040833722968114,-0.3106238454677906,0.0451025703092793
+912,0.579308359375,0.20162892578125,-0.437317462649401,4.107475044054105,5.257278265475267,0.9462974191348338,-0.2640514396575492,0.692618210407105,0.1762499097232944
+913,0.63792296875,0.76811828125,2.360293849520769,1.9060072217773063,4.579190564904163,5.217464531839351,0.0051053610334897,1.6663241778674889,3.673443311614272
+914,0.77145828125,0.08948810546875,4.236790887682889,1.4088318145098753,4.7126245028055935,0.234724639012968,0.0085122304439191,5.478025293945662,2.604044784710124
+915,0.919888671875,0.09257142578125,1.481883129404689,4.016658515108378,5.428661050232509,1.5370646964982513,0.3348362654258056,-0.4119574595010855,0.3545146486561734
+916,1.06590109375,0.082193896484375,-0.955117535214758,5.159748559889781,5.263695266802218,0.6944036548614736,0.2717029438867663,0.3936808242731013,-0.3702827630331932
+917,0.932065703125,0.09011521484375,4.555592679996512,1.540540893739034,4.887753502695156,-0.2649934340715424,0.1354717036583876,5.8153059515754215,1.1750546877469306
+918,0.718116640625,0.0857944921875,-0.5613851819052337,4.697904423346033,5.178445421006108,0.6974584019373883,-0.2932701654359223,0.6968944150403884,-1.4814383122657149
+919,0.8134625,0.130343515625,1.945362222848968,4.674402964077798,5.547645807668678,0.6159796337690568,-0.0975805013087815,-0.3323148034709505,0.4491269103532714
+920,1.133426484375,0.114809326171875,0.8014899861172947,4.862448670412625,5.212617914082854,0.4199757801753424,-0.1657653401703135,-0.1550253607063812,0.4010225197597834
+921,1.18827265625,0.19317140625,3.896713846479789,1.5732439182335158,4.8868035867077575,1.5979144893191273,0.4960989883742948,-0.2937064214748299,4.477487106853848
+922,0.78931609375,0.15555431640625,-0.098545190097996,-0.2496107681447907,4.644662264324672,0.7827577699716425,2.582082353961161,0.2965992838646555,0.3841526530457197
+923,0.929643671875,0.170726640625,1.2785174939463364,4.174401116814119,5.367415027415324,1.1460587479696172,3.617498478003127,1.1934518232188736,0.7877595055092208
+924,0.66816375,0.104086142578125,0.7412450566739781,5.43234245285697,5.613765552475567,0.146984366254972,-0.0932781747799074,-0.1952681510542844,-1.0607997611377753
+925,0.7916309375,0.153692802734375,3.792261243180063,0.9966752596537768,4.952221429516453,1.0463365553090946,0.4243021149245574,6.049770729969036,2.4025669722370924
+926,0.73364640625,0.10298255859375,4.226851605625732,0.8257185794665242,4.85231558328516,-0.2395917214631641,-0.4767980959643721,5.87817017364329,-0.588091845132469
+927,0.836635390625,0.096534482421875,1.5548751393076767,4.457237516614095,5.201892219327843,0.753991873261172,0.0990444914586768,0.0438362943450827,-0.448224066221754
+928,0.8743178125,0.105830634765625,0.1848721934908404,5.038141649882952,5.369981602497,0.92165093893938,0.0169912287681901,0.0683018714696145,0.1680828989856572
+929,0.856815859375,0.1292309375,0.4961328674284002,-0.0231060595130296,4.528373219604943,0.291030791177655,3.4940513815280774,-0.1171149475969913,1.6747992101634834
+930,1.245267265625,0.17211466796875,4.222304034237595,-0.0543142605206179,5.097368457544138,1.3399693503578631,-0.1178232697921903,-0.5449384397708242,4.102704465002809
+931,0.6289281640625,0.118484345703125,3.8514165068593615,1.4207194025649466,5.285575595246089,0.6040143700745467,0.7396461314232978,6.186533639667717,1.416253064531865
+932,0.800863359375,0.4888350390625,4.537851752871084,1.321096388251818,4.061141780267263,4.519680387694865,0.3401077244223571,0.9573502168473876,2.462728055009613
+933,1.02215546875,0.09330955078125,-0.4480507784201842,4.383639879657524,5.317434852955876,0.4222096209806226,-0.1690271487216726,0.4708617468991959,1.0599982769089151
+934,0.62671109375,0.2211355859375,0.7461048045696663,4.399091788980112,5.283466534957794,0.9953340262642328,0.2879837058729377,0.0611945183219308,0.8917906315157147
+935,1.114830390625,0.155382685546875,1.4556063054466537,4.803810564220437,5.435989591471591,0.4268549040060382,-0.5700168438496005,-0.0708506500146761,0.1602319004373139
+936,0.784430859375,0.090696708984375,4.153470226638624,1.927952027030156,5.034979895823094,0.6506161471776901,-0.2350966329414581,5.388234721162123,1.444689681230203
+937,1.54075125,0.506412578125,3.47339833508469,1.011479089823533,4.641726525285002,5.2754626528348165,-0.2848396261707902,-0.8587378081886008,3.5757370285855554
+938,0.712184609375,0.19478701171875,0.5626566993097557,4.721299265672485,5.157245331166026,0.9000994189063868,0.1320022722791028,-0.0791103999509278,0.4968844358481069
+939,1.16006890625,0.3539141015625,5.854631673766662,0.4501618635454106,5.645684272125663,5.094169099914192,0.1595081676921045,1.1191921861858538,5.235730806511473
+940,0.587645234375,0.12753865234375,3.169328517627888,4.203065048572869,5.448456451519269,0.4797939780592358,0.2305960188059657,0.2191081874986651,0.0901400771718121
+941,0.901098828125,0.10150630859375,5.42852944374047,1.167558967228385,5.09105370027323,0.2168539790346609,3.243359816161197,5.910750699272536,1.7495731958786096
+942,1.3592778125,0.4726512109375,2.701487696603672,1.0505667334218711,4.862660608334731,5.400496070721283,-0.1574359045523653,0.8164779890399417,3.114875692661047
+943,0.7658928125,0.129700810546875,0.4640928815325361,5.367189047986642,5.620796126969612,0.6013022301516091,-0.4582804715616222,-0.1633143985136947,1.0475509748984364
+944,0.783514609375,0.112052470703125,0.5614024106616958,4.872169574905136,5.754334085285256,1.2482646219510347,-0.0041507101903582,0.6400983030592017,0.6161054511894417
+945,0.905599453125,0.067160185546875,4.96037277691576,-0.8711371578370961,4.615402533047196,0.5969532617700747,-0.4720988940056316,4.971896044098108,-0.0836448767853843
+946,1.5313934375,0.377615625,3.346661274539891,0.1022988825567145,4.848334192716659,5.149069978240659,-0.3136564178226199,0.549523900338271,3.2702637265535275
+947,0.85099984375,0.123342744140625,5.045891372006876,2.2689241608407262,5.08730836247289,0.4385997909192703,-0.1188047950850714,6.228808887951143,0.3061531987701442
+948,1.04630140625,0.16603986328125,1.332887579033002,0.1153651844841144,4.421428733621634,0.273584482601691,3.739513437169113,0.2647199472298627,-0.8446596573980902
+949,1.568761875,0.644531484375,2.099960911265617,0.2189722112571196,4.5718771922894765,4.822581205891386,0.7838653307755004,0.7761648645229021,2.794190231101356
+950,0.841291796875,0.11449607421875,0.2518302445886084,4.480223072009269,4.940867799524744,0.3285505663322247,-0.2061103424925454,0.0517971501980221,-0.5447868770722978
+951,0.549286796875,0.19477677734375,1.0367252729135112,4.19554661698012,5.314710901281792,1.3753206867191574,-0.4218759316982426,0.0799699754958665,0.6429790741363219
+952,0.95960796875,0.1048602734375,0.9000859727135487,5.307419559915874,5.512220000643071,0.9045460900964964,-0.6102063751176728,-0.6853309107100801,0.329317532516087
+953,1.99943625,0.2639441015625,4.28750463396251,1.6255542787915116,4.934665834502157,1.0704442526198112,-1.416427644404852,5.489344342793655,0.8375260976869521
+954,0.8270946875,0.09519806640625,4.822104037622627,0.8628607453582908,4.999322618179793,0.5488683732544618,0.2580524158882959,5.648885934252864,1.3375642886370127
+955,1.05705796875,0.110072138671875,-0.6493707067130796,4.952844689152896,5.636805539408028,0.6062186952727882,-0.2347982008394104,0.3818208940508025,-0.7264211917730566
+956,0.796133671875,0.20248447265625,-0.404502821611348,4.4349915744019,5.275110397639543,1.1317062948942844,0.2511238428011688,-0.3789877902090623,-0.732587477078514
+957,0.802271875,0.141956044921875,1.185028673346966,0.4716290596684972,4.857209503052562,0.3300643792091994,3.727406753811143,-0.0092518389437275,0.0006662469165696
+958,0.828227109375,0.408123671875,3.294655853440639,1.4918992819056531,4.888032180165571,5.453890647032604,-0.1401951701839552,-0.4016916341950668,3.4685264701681278
+959,0.85517546875,0.09275205078125,-2.749684924841446,7.753884959789879,5.251516385148774,0.7346476998284817,-0.1528236368594079,0.8260764478158595,3.100224642304493
+960,1.33957484375,0.4039012109375,3.3911705954164253,1.2719346318082323,4.909464097341876,5.18263399593641,-0.2264851362220823,-0.0612420085555199,3.3391631736822163
+961,1.278744609375,0.2972107421875,5.060651961730897,-0.2078387439481458,5.814656353177501,0.7319232965832949,-0.103339071942902,6.730477506478771,-2.1278700253006178
+962,0.852851875,0.135551787109375,1.2137238122030336,4.417975449611545,5.070592287060768,0.4875578184456428,0.2934324512674753,0.1908019804112819,-0.8254350314577821
+963,0.976013828125,0.1280211328125,1.590680290502616,4.111563445285392,5.332775596172158,0.4355059089086872,2.156685596891136,-0.7529187183508342,-0.7834958006162882
+964,1.39056484375,0.546239375,3.375645157061612,1.4395515229573217,4.900082910063756,5.074413509352471,-0.2506656365383986,0.2521878667706765,3.870846307980373
+965,1.04829125,0.161531318359375,-0.2481213162463638,4.770652262058338,4.713842576480487,0.5961338558255612,3.462838838069736,0.3122849775839107,1.283954724989972
+966,0.747245234375,0.092537216796875,1.2898647120520226,5.1011850737723625,5.422804072366347,0.4631781933427398,-0.1129240781542416,-0.3939194797105176,-0.1622067732685357
+967,1.013875625,0.1558615625,3.5833755436138883,4.760535602435014,5.425386833418532,1.3028211264286371,-0.2031796355051142,0.0672369590032529,0.826077600826474
+968,1.02512703125,0.16435537109375,-0.4165669629474461,4.154677322959629,4.972896782131944,0.9264864736200608,-0.0537493338710489,0.1092213029687828,-0.5271071352222776
+969,0.882267578125,0.0911323828125,0.0746841913236691,5.4886545776382105,5.259411630797756,0.8495137104512831,-0.0742472134762284,-0.0497987335066474,-0.6616503245832133
+970,0.680621171875,0.12029064453125,0.3954910521875315,5.212194881224963,5.690438107344524,0.608967588372261,-0.7350630859023157,0.3733778457895077,1.7060918595946943
+971,0.909005,0.084699912109375,-0.4185582484343691,4.0661802928206825,4.994919219076242,0.7638342738471544,-0.1197620887788264,0.4860467276676179,0.5983816888452101
+972,1.2330525,0.09033185546875,0.9996318825494585,4.718692136454708,5.061963879052966,0.662714410579836,0.0697218168437198,0.2426674779445498,-0.1890723150150735
+973,1.55764953125,0.1158655078125,2.087968585362153,4.740315622544767,5.463310192484744,0.5792892649883925,-0.0115587061431993,1.3809917978982738,0.9335846345844888
+974,0.6541341796875,0.130627958984375,1.302522213395321,4.83735755401337,5.140292269984511,0.6770137648696494,-0.6718956682725252,0.2848400056591357,-0.5903736927309823
+975,1.0520690625,0.126807724609375,1.0088754146856564,4.534205667717692,5.276024942880434,0.9050370148168976,-0.3318491481132266,0.0535576240655993,-0.1395820564872399
+976,0.696924453125,0.153233125,1.0832530233072504,4.867125696746362,5.144566663663178,0.7886305871662248,2.90843647417302,1.6059554979771518,-0.1293707417426328
+977,0.77642859375,0.0723432568359375,0.8903234993161333,3.795995203783348,4.682291715087691,1.075059150370295,0.108481116370779,0.0154402056244898,1.4490239558300329
+978,0.9111165625,0.1359724609375,0.5605069241404238,4.506054003599928,5.766160124781481,0.3911863236604547,-0.1868770422121329,0.3193346402543673,0.6969915923014031
+979,0.79570078125,0.10603466796875,0.8922734373855181,5.014577022681015,5.754870426881987,0.625249545575066,-0.0964010776423838,1.0837991677516117,-1.7129904969915466
+980,0.938980546875,0.114440869140625,-0.310870287891422,4.486311307282127,5.428460114595691,0.5604322442018518,0.0979613410451758,-0.2375113872204719,-1.1232875679406842
+981,0.917178828125,0.12586197265625,5.978501461008961,2.5227447504572416,5.013235100931834,1.13228765477656,-0.939399277205812,6.007625154471691,1.0980223620084757
+982,0.934520546875,0.10083240234375,1.1920843363566775,5.17368131560413,5.4075509675533535,0.514758182996035,-0.1571268009208846,0.1584317603162117,-0.905521955409026
+983,0.889804921875,0.14717572265625,0.085131739169589,4.7198805506247545,5.588001293238801,0.733926518741067,0.0583698267351816,-0.0667753207092037,-0.4192773225014185
+984,1.077192734375,0.12476318359375,0.8075414680224537,4.480477649270885,5.510106199865638,0.4958155148151386,0.3833572592831599,-0.2931731209345623,0.3512635754723676
+985,1.12291140625,0.4849149609375,2.573848158190113,1.0808944183650342,5.024800265360379,5.325953425718563,2.3974133204834955,-0.2840035492880552,3.587094070797308
+986,0.983406171875,0.5367015234375,2.5243365090200323,2.567396878498844,4.72555406691856,5.499872066735878,0.6545219674036206,0.9177024292731704,3.761770268226152
+987,1.10056671875,0.09397505859375,-0.6408084548484783,4.147301230443774,5.215834182224028,0.7293259161424361,-0.5467052521743797,0.4117342863963631,1.376278530923219
+988,1.010920625,0.098567021484375,1.3274734788387847,4.539600419521006,5.6675323499179004,0.1033099988446135,-0.0602292745365255,-0.2434596357760727,0.0668119204518899
+989,0.825336875,0.0678185009765625,4.206039325211543,1.8698667952027133,4.541254848523768,-0.2414010904116693,0.0749214284998347,5.35229032498425,1.6859691607076663
+990,1.20057734375,0.14321685546875,1.0682482640878936,4.69895159550781,5.581844982744174,0.5617125167840017,0.5167072863093981,0.3618689448340671,-1.0876470152230209
+991,1.21892390625,0.2733826171875,4.719140864151544,0.9183597652858478,4.949211333361299,1.4834445056130676,-0.3406622318677175,5.404833581241207,-1.6248403024917195
+992,0.5359174609375,0.115564248046875,5.2442408778129295,-1.9570731436704767,4.200260416305414,2.026172644171336,0.2678702215771444,4.443958722605276,1.2684358596571037
+993,1.80712140625,0.3459301953125,-1.8484040663386176,7.449665690911047,6.099361759067087,1.2308246870856008,1.609747207603083,0.3421472928297004,2.7255515069752096
+994,0.778770390625,0.090522685546875,4.7323161052468805,1.049692366064993,4.47880582768553,0.0122007777830032,-0.7247859196562716,5.319351084949777,-1.3650434280533272
+995,0.92066796875,0.10556478515625,2.3964388697901304,4.905917615523036,5.413673652291086,-0.1528681783431361,0.0955215782589953,0.2074266977822336,-0.2525292999843131
+996,1.251038359375,0.129400166015625,-0.9605076646553076,5.241065979062812,5.635302678537272,0.4839554546897954,0.0076224326608962,0.1739536792658607,0.0151753677312318
+997,1.19271140625,0.129922841796875,1.6285032324725948,4.538578112039365,5.412799512105149,0.3108769340639368,-0.4742769865974795,0.2867023246577091,-1.4868403884754195
+998,0.942539375,0.16357345703125,0.4780036560648868,0.0702146727412451,4.889998295373073,0.260473947996948,4.244737885732888,-0.6718511973977894,0.6078629095969528
+999,0.912909765625,0.15188111328125,1.1108109571371805,4.199379357304716,5.016041586173704,0.7043794879031541,-0.0905907237507152,0.7291786506001253,0.3609376903100719
+1000,0.802902578125,0.089142451171875,5.862649852005724,2.608926707661533,4.598834960485865,0.0842434424174217,-0.4520408038595435,5.611283939264461,-0.0279140887142313
+1001,0.983461484375,0.1222565625,2.165154955833222,5.131457534728703,5.635815125957255,0.3573256682174092,0.1792287202262214,0.0648458187415749,-0.8457903235624911
+1002,1.02786984375,0.10016568359375,1.1327331086579513,4.393266972078446,5.618368593079052,0.8228117694016948,-0.162530274328122,0.7075014924394838,-0.3227547497747666
+1003,0.732528203125,0.114334638671875,0.4351390285576264,4.481395043098918,5.275902924455627,0.4698132003266424,-0.248552291356778,-0.0885391304690019,-0.1690853111549068
+1004,0.975922265625,0.1002953125,0.8332982463591005,4.886861218042198,5.1780405514991,0.7819569769233556,-0.2480827915351988,0.4080580094920171,-0.992392965196568
+1005,0.771313125,0.076980224609375,4.510859171735668,1.1443403769403035,4.713424043388254,-0.0007350963944168,-0.4638231279006446,5.600157877836219,0.7614750453271738
+1006,1.72727140625,0.43745578125,4.025555360598164,1.2361732083311203,4.471217218971513,5.338078932157937,0.2220539544773466,-0.8938821910955714,3.412368959864976
+1007,1.155389921875,0.130804990234375,-0.6822109840149478,4.071853985947336,4.588678901310028,0.595265092707153,2.9234146138932595,0.1490110483991709,1.1208250264919808
+1008,0.7487534375,0.10065716796875,3.616858763408397,0.5484211281693143,4.742896164116082,0.3580282039675416,0.4081599177109094,5.642592417252933,-1.5302401908636851
+1009,1.112385078125,0.1227414453125,-0.6628321086979989,4.2144022527474645,5.199275222146478,0.8254868781828979,0.4950529577051697,-0.0249545216577705,-0.9207000652943008
+1010,1.068377734375,0.4898015234375,3.9005328789581055,1.4479471690791907,3.975990030208115,4.5134040230811,1.4301296418796765,0.389257519462467,3.684509404713225
+1011,1.08100265625,0.118272509765625,5.342183050786661,1.5785145262270794,4.802309390464537,0.7008958004796472,4.355505797832342,5.420971896370322,0.2923913967867707
+1012,0.870073125,0.0810189013671875,4.239823816353595,-0.3539541797801114,4.751952822640369,0.259330096316516,0.6507935394332044,5.446735717804257,1.3583805899830386
+1013,0.7554315625,0.115514443359375,4.069252454578262,-0.5070016998897885,4.757297997144199,0.4537125602923133,-0.4445570486656486,5.736080918542277,2.261552462773353
+1014,0.973375234375,0.16668677734375,0.8113328089234372,5.2922247304953824,5.882300262872303,0.3899771496044214,-0.2184916371687952,-0.1667168178824231,0.9204219937268278
+1015,1.1802209375,0.126512470703125,0.0825146578834848,4.508722425958972,5.141471060834706,0.1175725013129435,-0.1528027616347844,-0.200974367460631,-0.132739787383482
+1016,0.917463828125,0.109185791015625,-0.6139507115717171,4.083414761591483,5.468427141039289,0.6525388965701064,-0.1829744348842628,0.889350469012292,-1.2886716918085457
+1017,0.935777109375,0.14769900390625,0.7222555131197799,4.812718794382337,5.402941945330094,0.463262154755345,2.9522690747964604,-0.0534832612284557,1.072000758638915
+1018,0.74589328125,0.18931353515625,0.1438994809144494,1.3413095837013844,4.590472021242779,0.3596750270547028,3.512121897999348,0.0806925768223498,1.0898089001880584
+1019,0.708856875,0.1228488671875,1.9443864193335167,5.290987634302327,4.958210187293485,0.6927674303528479,2.6093239063287705,-0.6921824522703167,0.2801156588753766
+1020,1.221211640625,0.5765133203125,2.666372156930812,-0.852566211240524,4.75818841819189,5.444064521473173,0.5988722713249544,0.2960486809631664,3.362290252296136
+1021,1.121463984375,0.135340546875,0.5164860970894884,4.690757086007648,5.101791808655062,0.5677653558528182,0.3205408778220722,-0.2590320270269395,0.6579664808315172
+1022,0.999546953125,0.13389130859375,-0.5187498141918664,4.78021385127203,5.42674062362487,0.6868890434488187,-0.3583326977230463,0.5999681872201277,-0.5255050630048561
+1023,0.76480453125,0.132392255859375,-0.0438122251124948,1.127682474969988,4.819613899207172,0.6232905838121459,3.256380469923837,0.3933659053650847,1.0464605241835423
+1024,0.6174340234375,0.097097978515625,5.062741786271175,1.8726954510564169,5.243614334613788,0.2036264934197158,-0.7365959410262776,5.171737362784213,1.4635422781335956
+1025,0.937657890625,0.092217958984375,0.7062800081811151,4.214322451707723,5.052225860147699,0.6629970403756682,0.0183456955999932,0.0286491683968172,1.2990503251926553
+1026,1.5448203125,0.3142471875,5.088816974347478,-0.5446817681320311,5.577174756041347,4.392734591619723,0.3442442130888324,-0.9701989434322932,5.112683657103224
+1027,0.8734453125,0.1560001953125,-0.2588651698368598,0.2201610040024126,4.525949780429659,-0.0870550096709295,4.252130636016471,-1.2928836346196877,1.3938190191328392
+1028,0.63172671875,0.1084338671875,5.059805256780862,-1.1222620613981202,5.202746219014926,0.4299509444722873,-0.0828573384532311,5.128979188031102,1.5138041679767222
+1029,0.990695625,0.1403423828125,5.525603812879353,1.0817816914878298,4.926582926904883,1.6663165422605728,2.0009258071650384,5.5389945597579935,2.62995685743586
+1030,1.0180671875,0.113792158203125,0.3557620706662862,4.447989567097625,5.261377029692252,1.3428755281472768,-0.1462140485673969,0.4418689371690096,-1.4735185439566565
+1031,0.66923046875,0.1521307421875,1.8315753670960664,-1.666823503069443,3.7429215574202663,0.6278916145624893,5.680512557201454,-1.295482574437116,0.6370115078329195
+1032,0.68465265625,0.100016865234375,-0.6407441854135386,4.965692542732304,5.531051095180213,0.8897487231230441,-0.3768066857796139,-0.1758166934314492,0.4701072050984832
+1033,0.93344234375,0.25567771484375,4.947545256209273,2.147274180538956,4.250532413063453,1.1695206125312545,4.347096827818048,-1.0358042079198684,3.1119230115563203
+1034,0.98397375,0.14502197265625,0.645059518760743,4.492316161857668,5.383937139124363,0.6277558022267529,0.0783338186814754,-0.6232834709640696,0.1420023428253969
+1035,0.9408340625,0.14887041015625,1.397140807754475,3.888285123057933,5.253994588160376,0.3276811730573379,1.994313722131202,0.7858392742970011,0.3591003914575033
+1036,0.95619125,0.31570208984375,3.1702043771320945,0.6783708939220822,5.244184193994211,1.5850373627316316,0.1446071880976132,0.550652596186845,4.324015124777436
+1037,0.419535703125,0.0628652783203125,0.5268560335223346,4.394763308789585,5.623233726052122,1.4749809227279278,0.1756059442352611,0.1142520650750529,0.7091822046180815
+1038,1.034638984375,0.153904638671875,-0.3529484846301997,0.7323563841021478,3.979104024889996,0.7298835966506297,6.170780692500811,-2.315996241838558,0.7952477712704145
+1039,0.990203828125,0.1389489453125,0.3085271860151151,4.538628848667472,5.474831138501433,0.6293485047130379,0.1430247873086834,0.1598184006696813,-0.7278190668830352
+1040,1.29429953125,0.150994755859375,0.7734179603438647,4.226188576752285,4.873904983958162,0.6618330389708197,0.6423237430054,-0.2411871151473759,1.233471805423807
+1041,1.292812890625,0.148934013671875,2.617699180795323,4.259746118509483,5.774600587668706,0.2378805399466454,-0.4278782241468988,0.0725849557903716,0.0858159872282226
+1042,0.873536484375,0.117337548828125,1.235396722714824,4.105899508944385,5.134675631231584,0.5787196502588632,1.3743828591048608,-0.2706808569959474,-1.0077463557384174
+1043,0.832396796875,0.18338396484375,0.6541110012944209,1.101077814914189,3.949952235686509,1.0238684891968055,3.499765102765065,0.3877185820098053,0.316921775412367
+1044,0.9765615625,0.12297728515625,3.471228810622561,4.872310532072014,5.229007596436357,0.2521391282290841,-0.2807538232534686,-0.116137535791378,0.5240500737229451
+1045,1.164466328125,0.14086447265625,1.5313428078200653,4.58442152320239,5.344832544279919,0.7510399475086227,4.0935518905527895,1.2206980888139762,0.2869253903271058
+1046,1.0993884375,0.10986330078125,0.6816164775250968,4.391511631614296,5.023272494897546,0.7283289349027723,0.5087173292427466,0.0453161207352445,-0.4212120599903958
+1047,1.023262421875,0.1746273046875,-0.0844056897584589,4.915709990561923,5.617588614430318,-0.1341778095110082,-0.4277650089605271,0.0613466940616737,0.7109704009833383
+1048,0.810808046875,0.12789810546875,0.0427793498204059,0.8605860999788189,4.581979575005837,1.0614136991409393,2.877109123484084,-0.3128765181657651,-0.8976217064827712
+1049,1.072752578125,0.142964228515625,1.8744082505828228,4.4908340779551,5.176586256048147,0.3879601548152737,-0.3362265177961269,1.2545009070742317,-1.209674429682637
+1050,0.77021515625,0.137784765625,1.9957569089106608,4.452964171193681,5.44864473900347,0.3168149766459835,-0.1533119736593081,-0.080372873873226,0.3402506277788679
+1051,0.952201953125,0.157333603515625,0.0612571030252422,4.508025340932079,5.527791031661182,0.8264915685867,-0.0588078499412108,-0.5766701673158644,0.3892692517049909
+1052,0.749000390625,0.106358115234375,4.116942106843518,-0.6889355980718438,5.141129385568199,0.3400012342970731,0.1294355697799298,5.663022575539984,-1.050036851645673
+1053,0.80955578125,0.32310328125,4.21728247984497,1.3066570709830077,5.012466311214884,5.346618958250433,2.06670443324637,-0.5490558950180464,3.984776684243861
+1054,1.10874484375,0.12430830078125,1.0512398597046893,5.096344491283605,5.694034307479759,1.2168774430930336,-0.0800940177611164,-0.353270185846387,-0.0922455590714435
+1055,1.3609684375,0.125284677734375,0.7416811707297191,3.633982668667525,5.098115292732821,1.0847034654818182,-0.2134035249969751,-0.2824889562909912,-0.4911448647297805
+1056,1.02686609375,0.192735625,1.6049501873736831,4.743000878543851,5.536934241053565,0.5402083690766781,0.0705461906167219,0.1586157503019378,-0.2815510164262933
+1057,0.82240609375,0.121213603515625,-0.8477324852123213,4.777597927877185,5.567235321508073,0.7159581840328729,0.1071413857279583,0.0477689682910262,0.1062819669936716
+1058,0.897603984375,0.090973359375,5.120711566183449,2.377388695223868,4.961534906480592,0.3587852397926615,0.656828238643349,5.839246069637861,-1.2372795431883452
+1059,0.621893203125,0.19749470703125,1.0019748434580151,4.663387922708068,5.036058497533437,1.235316292281044,3.1761615601878272,0.314580645033291,0.3373215761500066
+1060,1.175036953125,0.089400498046875,0.3799637308772149,4.353677231585763,5.443608470996828,0.141183048938536,-0.1494726070750135,-0.2253107334739815,-0.9162303035647762
+1061,1.0918403125,0.176269765625,1.1839505219321134,4.339382446704099,5.307835259474625,1.5206165372978455,-0.126052506184994,0.4627300398848862,0.2398490359241346
+1062,0.767975390625,0.1401257421875,-0.5535764885353534,4.264133125754617,4.997435594179823,0.4952446720195632,-0.2405905639841923,-0.3458067315956306,-0.5816450562489659
+1063,0.725844921875,0.148680166015625,4.597788187918821,1.427364361423223,4.8701860310222775,1.0912069947577625,0.424552993214232,5.074367324809163,0.7797161333652833
+1064,0.765213203125,0.12389125,4.63800577115091,0.753593391761966,5.112616317332672,-0.0339458503827399,0.2078216600421396,5.603552323281682,0.5397384545585626
+1065,0.938290078125,0.090660107421875,4.889001817892782,0.3954140385112168,4.602633310103733,0.3962472863103227,0.0776544353160456,5.6531179990469855,3.609650250239731
+1066,1.185061171875,0.4231280078125,3.7865046962982287,-0.7667356549529168,4.6345525419878815,4.737253862609744,0.5652897220998503,0.0519038587131422,2.4633076356488988
+1067,0.9405403125,0.0751283203125,5.3909893401673,0.1484784435147331,4.367781145618513,0.1617198980227574,-0.8995805112141448,5.465784261670572,-0.6855463429808185
+1068,0.798570078125,0.120728115234375,4.669673403573858,0.1335173493811454,5.235921227275054,-0.1023508874643443,0.0865502331769254,5.771738496664514,-1.2630532142764244
+1069,0.891285546875,0.10470544921875,0.0415874130886352,5.404008800611178,5.241625266048104,0.0839182323842332,-0.5416405805889322,0.3225577606259491,-0.7657459892223949
+1070,0.946330234375,0.10561279296875,4.9040248392277865,-0.2520348172315474,5.26340659696805,0.9333507643893112,0.1212480920963993,4.783572564902392,1.1746889791728674
+1071,1.54837875,0.20910701171875,5.319400306853885,0.5598977705039585,5.869088777059812,0.8862464160422064,0.9599838300949618,6.573657686378679,0.922778630454383
+1072,0.857065390625,0.107233662109375,0.7366981761299294,4.915838641589737,5.123735054794055,0.6103039365193537,0.3353461637599452,0.4215465146342065,-0.3786980612484017
+1073,0.862275,0.107153251953125,4.238859406236539,-0.1948033422823979,4.872696519065182,0.5389405346060347,0.6708908287097416,5.848616233989931,-1.7049998941618416
+1074,1.151608984375,0.461591328125,3.331462301784437,-0.2971439016952668,4.601088134208666,4.865398819595854,0.3080412106206275,-0.0748943659036905,2.5891168190436598
+1075,0.734715078125,0.13414935546875,1.1558766455718648,4.58514738838962,5.747712433946093,0.363959608032163,0.2756901142995471,-0.4669738924717985,-0.7255482732557724
+1076,1.00440078125,0.13444880859375,1.1241213503870982,5.074035628993869,5.301767116662651,0.8349993130650948,0.3980411544926365,0.8814628010439081,-1.3454739173004755
+1077,0.96509640625,0.07989130859375,0.6077766817119574,4.785853293612914,5.322622548164269,1.8662173051363615,-0.3315425649255177,0.0005259171451482,-0.3377698464560494
+1078,0.814132109375,0.074975888671875,4.125462846404093,1.7918624424873877,4.628432583244177,0.3943439400920036,-0.1270308370245236,5.768343601442047,2.0135107181095777
+1079,0.8157490625,0.0779835888671875,4.372521510166669,1.08533772095968,5.005017599019402,0.4813415308352047,-0.1869576356720038,5.954141438605605,2.388252309843306
+1080,1.22243875,0.15827697265625,1.999081853223033,4.898127764561007,5.711950207543143,1.6647924757361192,0.0981405173473228,-0.4740013515290756,0.7768731924788795
+1081,0.74830859375,0.18210455078125,-0.5608916045989751,4.853624249573776,5.353893328915307,0.6397942635027513,0.2605389476534684,0.0477238355411855,0.9233550488871416
+1082,1.02408609375,0.4368420703125,3.213653027210297,1.1613762525958613,5.189022265228915,5.118004570202042,-0.2023125556775481,0.4972745330039445,3.0895509138097963
+1083,0.76679203125,0.086171962890625,-0.2149877310470358,5.186244816287753,5.232135209748126,0.3873940363567176,-0.097532284756199,0.1076324233516062,0.1688511988485346
+1084,1.023886796875,0.119733154296875,-0.3386321108345709,4.68772134321394,5.381728025200885,0.6967461184903317,-0.1749831019782756,0.3751261320011064,-0.6907895243704559
+1085,1.062759453125,0.09305150390625,-0.0117837722570978,5.14355384540506,5.599239202949336,0.0312900796878644,-0.2191964498183519,0.1083733610035845,0.8249985516291669
+1086,0.545296875,0.103179990234375,4.123491875538004,1.7338482315287174,5.153774215129834,0.2273471498068961,0.0521784664398673,5.695846103951898,0.0164188224351027
+1087,0.864245859375,0.145965322265625,0.0288465872073441,5.825485472599102,5.478828493754572,1.6818334161293935,0.0015421731534338,-0.0100158934351457,1.4048254128656108
+1088,1.019032890625,0.15319892578125,0.5285329044687815,4.741196120612392,5.637820849752324,0.5717687014956229,-0.1455308070241631,0.2175323510435098,-0.0411596853875605
+1089,0.9347721875,0.17661841796875,-0.26048148503316,4.692014140149024,5.354643514515903,0.5256064302724405,3.083832751286692,0.1982760524613322,-0.6577681563196486
+1090,1.0836978125,0.092426796875,1.9284397226456529,4.490831028868207,5.543806248890128,0.3727316550559857,0.1162696158335912,0.1542528783433568,0.4086756073747762
+1091,1.22688640625,0.3882498828125,4.17553284641254,1.6326342167891583,5.1759494826948576,5.266920680747344,1.2742264079899046,0.0761784176912461,3.960063310596171
+1092,1.51980109375,0.488168125,3.435410480427333,1.3328181287804703,4.424798504579324,5.247314990141238,0.4146489474893981,0.7237608347460692,3.7112637259168704
+1093,0.724403828125,0.15324392578125,0.1728821259633461,1.3548226399457644,4.063173659520603,0.738477602567141,6.099695146443511,-0.4973896139626133,0.7777102970591637
+1094,0.91213078125,0.17334068359375,1.6299509289709206,4.185465576004892,5.26130489142231,0.6780530602943173,2.6455256726154284,-0.1623158499630248,0.246862361942971
+1095,0.89937046875,0.117050703125,2.7436100771445275,0.0904742923960153,5.149359236027991,0.6657054493825815,0.2195141815766132,3.647068755848133,1.2115746140806083
+1096,0.8797271875,0.110379384765625,4.990415261999327,-0.4685866424936245,4.94276721232934,0.2446897646249468,0.7123245255628942,5.878877456364632,0.1345304189932723
+1097,1.33609625,0.4912283984375,3.574483503204604,-0.3036144947880544,4.970733195942877,5.287899209471687,0.4664294408999569,0.0364346020617688,3.2580635540901595
+1098,1.19776328125,0.152037734375,-0.4606630346397437,5.057893454613212,5.641962068453008,0.2064617138011653,-0.483760254823175,0.3771586123436285,-0.0038314361629038
+1099,0.8359165625,0.124548349609375,0.2313039356002265,5.008225565131022,5.702369449459467,0.8518471428543237,-0.5212652029216924,0.2711606955148005,-1.2995453640984334
+1100,0.657671171875,0.09001740234375,5.229182932065632,1.7867970506778912,4.858031524631005,0.3440035852905417,-0.1135317150663611,5.673825392540966,1.2006787885531334
+1101,1.48157484375,0.460679140625,3.800539766233113,0.019279988934476,5.042747862671804,5.47782527542496,2.5441331710539097,-0.5122208042002913,4.072507878786983
+1102,0.696940859375,0.089934580078125,-0.8276122890119867,4.895801439496577,4.845853806029426,0.8103432156821534,0.2024639196029879,0.1051841516949013,-0.8525938967426828
+1103,0.630008671875,0.12339916015625,0.7897533779725918,5.283641304191419,5.447467586690192,1.5128558888970378,0.3491194447836767,0.2297437977758018,-1.4368771911627114
+1104,0.785161171875,0.148045869140625,4.257439433080166,1.3390531910283934,5.258041445389113,0.7781893398943365,0.2322815411679125,5.4698110750535225,1.84645659806314
+1105,0.68061484375,0.09802033203125,1.5035947954505844,4.6402705043327535,5.5633724001549565,0.0507998800361414,0.020674808143066,0.5616729990150292,-0.6250142276836371
+1106,1.0869009375,0.098353984375,0.494104486905784,5.096370942359441,5.142836033923313,1.0854639509045634,-0.0231956462888531,0.608853174050257,-0.218056698077367
+1107,0.779434921875,0.13806560546875,1.4462736392834328,0.4099990802989685,4.352181143192978,0.6690213276097569,3.6683930897582666,-0.8178244930777844,-0.5482585304482046
+1108,0.8969659375,0.16069537109375,3.931657475989332,1.2471442406760231,5.624229263104898,0.5655008782233998,0.6985530562767014,5.633359231537408,2.35198716637866
+1109,0.8826715625,0.1218905078125,-1.5216412594196282,5.167673400068354,5.468836470634336,0.4431167668290109,-0.4101892779012467,-0.1864801713455311,-0.5214599159930025
+1110,0.954439375,0.2303091015625,0.9682453179554597,0.8701093021409941,4.705666783524616,0.8151698449760871,3.816257237541688,-0.8187690566182476,0.2377527367467392
+1111,0.86258859375,0.161853564453125,1.2251240416470213,4.591244686749214,5.636248528811789,0.4339932817855818,0.2302645340002519,-0.0268412927552194,-0.117079843426306
+1112,1.021189140625,0.102876337890625,0.9843193758147132,4.925071189333852,5.740649446846103,0.4543843096191566,-0.0084497279046166,0.1474956900687044,-0.5611335852794276
+1113,0.8560690625,0.1111319140625,-0.3833276604103036,4.708240471182214,5.565896739444368,0.4492476691102217,-0.2257686487043647,0.0794127186600512,-0.5723256515411854
+1114,1.062858203125,0.113777763671875,0.3708801033217779,4.687117054574045,5.446336663239401,0.1492065134326562,0.1113373136969783,0.6487394446131837,-0.1355130544608981
+1115,0.95145953125,0.164532421875,1.6638048297397656,4.310653090909781,5.262485221632601,0.5116242647754767,-0.1044318840935597,-0.3016799328640275,0.4763973821224323
+1116,0.6978490625,0.120057197265625,0.3766801847188399,5.440210899442304,5.44475232698826,1.7196081355419743,0.0204825651809511,-0.0121254144487534,1.152623147114361
+1117,1.054599453125,0.56173203125,3.3598832548600344,1.7704452158075716,4.399143764231511,5.043274557971091,-0.5309613813611151,0.4842142180558342,3.543982271270042
+1118,0.7721396875,0.130257099609375,0.3655010434885928,4.583223162723325,5.225953589983381,0.4285099512957597,0.1117508352594342,0.102983302454448,-0.9182761689912524
+1119,1.0026290625,0.20469724609375,3.5611903178200683,1.6659106259936662,5.077945517351211,2.607351953482814,0.3322007055911338,-0.0443218301791875,4.584292898016672
+1120,0.7360184375,0.12351197265625,1.7979593735121555,5.133447923874551,5.460166233208444,0.5249807815428984,-0.2670019028420177,-0.0732541496066612,1.0970055757674744
+1121,0.803029453125,0.1249972265625,3.354871690514125,4.872397511781814,5.601210113467912,0.7266067489816259,0.2333775844803165,-0.140467984473397,0.7915061221865731
+1122,0.933621796875,0.083276474609375,3.6920792667998494,1.3445379359810317,4.971260331159813,0.3415408676439663,-0.3054047430527862,4.860889782404134,0.982935848127736
+1123,1.052565,0.16054474609375,0.924708254384683,4.333831031108621,5.131954287986516,-0.0744216609286194,0.4271603151928633,-0.5934447301094717,-1.376820823727409
+1124,0.683891328125,0.1237790234375,4.207686836344728,-1.3432980315697485,5.175104696910795,0.0909776445543055,0.2998480017436726,5.587598139087234,1.814638267637016
+1125,0.643782421875,0.143183857421875,0.239248387600146,5.317169419092636,5.790205451788805,0.3885977121574298,0.0050452377410897,0.17652372369789,-1.1233838411768404
+1126,0.71093703125,0.1415077734375,6.452129314969518,-1.914026733190925,5.059403216399213,0.2035986189150525,-1.003069874057052,5.294983611721074,-0.0064473488737688
+1127,0.9531665625,0.160430126953125,-0.6087228948861828,4.961035466152207,5.56800128937967,0.569685498926879,-0.4694600829671994,-0.0929651734397636,0.9179136807130016
+1128,0.437539375,0.102772529296875,-0.1490957577801186,0.0294050909641682,4.553265745515483,2.077768890120522,3.1728482918105185,0.4059883209101199,2.792565156735648
+1129,0.72737890625,0.0810128955078125,4.304371786575246,-0.410152260394665,4.767000801173736,0.6741085280803671,0.4479248772339209,5.149819590875301,2.6089428055487978
+1130,0.65002484375,0.13576181640625,4.036370895108853,1.8717234404346148,4.959163764814722,0.0343089808007082,-0.4770056276842626,5.862795594913184,-0.5535558551815254
+1131,1.145673125,0.147380361328125,1.6323760692974127,4.836910072356041,5.643048455431076,0.4147740432215344,-0.2248657749027807,0.3166544990506088,0.8760793966259077
+1132,1.9692984375,0.2359169140625,4.513494407125788,1.67170431632955,6.2391549401506845,0.7502814634690192,-0.1847460094637264,5.578492884152013,-1.092302231781333
+1133,1.189251875,0.115621865234375,1.9168453408365385,4.668531242343375,5.277132641162988,0.8610796351975682,0.172979834214139,-0.4982328115049177,-1.2864710101703711
+1134,0.9957353125,0.120622490234375,0.3385297139340191,4.853060609733101,5.6777908202608405,0.6845095355592555,-0.0037698049488207,-0.1190472484153677,-0.24941480444168
+1135,0.97183734375,0.12407787109375,-0.1776044384777098,4.4198595065035295,5.209423768003602,0.0905180523770171,0.317560195616294,-0.058497652072631,-0.4618190873798053
+1136,0.870398515625,0.10666537109375,1.2898290174933464,4.491881421076449,4.895756459822919,0.7375862357471157,0.2770188804108534,-0.047529639594017,0.7598579821468314
+1137,1.343581875,0.135266728515625,0.6187805596282503,4.976466793418564,4.989487025954258,0.1305947242318205,-0.1919148838018935,0.3752174977449224,-0.7382241538734402
+1138,0.691961640625,0.126167412109375,4.963042525701636,0.6121584561894653,4.840375544173971,0.7089491527883054,-0.0679275171646645,5.779544621980775,1.9461082676122703
+1139,0.5500666015625,0.109245205078125,-0.5638622153747516,4.906156585327033,4.187524442579156,1.269613513371454,0.1771963788553624,0.4281351920522165,-0.2255733600526732
+1140,1.044813984375,0.1522645703125,0.6405493759503222,4.81183101313286,5.489606835101102,0.4748274505700213,-0.4796062237307917,0.0373406756305791,-0.518658288805407
+1141,1.06255515625,0.1148129296875,0.3368573922429239,5.608305664304965,5.402136320712554,0.6295329595282144,-0.314930076635443,-0.3506777559780017,-1.0173445409138069
+1142,0.8555865625,0.1661725,0.9857824679646148,4.340606577817238,5.059427446344749,1.3788379416396614,0.6046370081735875,0.1700357018254409,-0.15827573820617
+1143,0.88708875,0.09661609375,5.561086575073513,0.6319772210123162,4.959952253061049,1.0180415290339024,-0.356072933500514,5.428119631339959,1.134174489543745
+1144,0.99194078125,0.119625732421875,1.532230146086591,4.411911787017276,5.307177347265637,1.370326677557728,-0.3177012401688113,-0.1323353985327518,-0.8030060036129604
+1145,1.632469375,0.5315598828125,5.849554238627801,0.8070318435245294,5.296330731597923,5.293177708819486,-0.3695816498354344,-0.4021861664639038,5.213033595670202
+1146,1.16641390625,0.098297578125,0.1307294956902556,4.972370224766149,5.276053138431944,0.2294501983655321,-0.4854700018113472,-0.670584773215925,1.5529572730654748
+1147,0.840455859375,0.155020224609375,-0.6607261010678043,-0.0815127672639812,4.959475155059954,0.4309433326049339,3.4181505459118644,0.8847279337161129,1.0051537686319176
+1148,0.78019515625,0.12038365234375,1.5467973507364414,4.897979538166267,5.65998927517817,0.6519608191742119,-0.3926693567484656,-0.1824090807405791,0.1886466922734397
+1149,0.753683828125,0.14300501953125,-0.5958989457413877,6.728958162600857,5.7248334204010725,0.6758858183233041,-0.1652559990321464,0.6533438761571204,1.9721042333729784
+1150,0.99995296875,0.31854560546875,4.06793974673443,1.404508487553264,5.211887130307652,3.650335369374587,0.2541814929201741,0.6640058788044492,5.151908139648448
+1151,0.8387246875,0.079650068359375,-0.1019502464867204,4.240962592618086,4.822173713545584,0.38133155043265,0.4474580778830931,-0.2580510561341784,1.4507408170672986
+1152,0.90902671875,0.134595234375,1.4686690288907045,4.0157380955929165,5.259281065757105,0.2027418805536844,-0.2490359332745303,0.280880354941201,-0.4995118899689944
+1153,1.189190234375,0.09782650390625,0.8401751721870887,4.43041313550016,5.353683843258489,0.3751356344225843,-0.1004690912307237,-0.0786830687741904,0.0094826966168678
+1154,0.860630546875,0.128237763671875,-0.579589036106307,5.484211353836637,5.479948791475265,0.0580302808486867,0.61570660540942,0.457758848137997,0.234057723633521
+1155,1.198779375,0.113505908203125,-0.53863222610418,5.15712085766681,5.4446332166629725,0.1532821398125882,0.0858222771272816,-0.3070190774287326,1.4017183867974043
+1156,0.94337984375,0.1416998046875,1.6400558371034857,4.920355308569238,5.504296447665349,0.4633417429477872,-0.0958653960197818,-0.1418343339446537,0.1515402179984165
+1157,0.811275,0.190033046875,1.377798702187152,4.1125781990178405,5.228705270263949,1.0978450426326705,4.954546485100133,-1.8585136522310048,0.1329183020180754
+1158,0.760911171875,0.1303747265625,4.714146036891259,0.9053441634903528,4.786284140203679,0.3063029117886198,0.4513088444430611,5.6623007119647175,0.1109923732057861
+1159,0.850773203125,0.136469931640625,-1.2128433561691507,5.924376960999389,5.031989356791277,0.4390389711962577,-0.3123223972608838,0.2385978257775444,1.6199801298884913
+1160,0.666185625,0.13186537109375,-0.8217301340335966,5.169037662636863,5.776970130499572,0.8295242406591089,0.0410025045866339,0.2450189899849947,-0.8652721780113244
+1161,0.79270375,0.14032318359375,1.22164241470768,5.162202937251791,5.636657959250257,0.8596311894702745,-0.4174111806129547,0.200393372318276,0.8617349018942202
+1162,0.6398060546875,0.183812421875,0.889811868973539,4.750852488296042,5.551447864454317,0.3787188295322277,-0.142575724927764,-0.0968250434897102,1.3039527438555367
+1163,0.845988125,0.105981259765625,4.553994622935371,1.1254378710364807,4.922203087643423,0.3413280928658095,0.5908628588555379,6.111698655914496,-0.0361376241072219
+1164,0.806830234375,0.12948056640625,5.062606776749187,1.0777042390934015,5.022363251531692,0.0083444162750712,-0.4084037554495241,5.6479246912144365,-0.9729926415042378
+1165,1.0060209375,0.086654443359375,2.243063286186484,4.519587704195302,5.1804552622666105,0.2566594964557152,0.2124968357184492,-0.0115466934723098,-0.41059739874475
+1166,1.3305353125,0.4207730078125,4.681864466088951,3.013006875154437,5.039564490807388,5.333933963379086,-0.4380547933376195,1.827982526987892,3.34222484957725
+1167,0.866902109375,0.129673203125,-0.0668628604831623,4.681423688022113,5.9061095635718175,1.0382514257521869,0.2939024139035395,0.9110614081058293,0.5730528166315596
+1168,1.044810234375,0.4886540625,3.1285543861255016,0.9164293011504148,5.040673093172138,5.642052717824137,0.2634023534930958,0.3252220760028096,3.955496911004364
+1169,1.0244228125,0.144003583984375,0.1572790248624246,5.063128297726164,5.471983529946251,0.7537136748587783,-0.5067279417506627,0.2316062411749008,0.0487410937867364
+1170,0.916343828125,0.103994921875,-0.3072438957201134,5.665598851554987,5.7040137602367,1.023139432825203,0.1936224457500065,-0.5594176421126427,-0.0542916772875663
+1171,1.30702359375,0.16237564453125,-0.2989179631455799,4.202328110518901,5.596707643207846,0.8270006473372316,0.243905056197245,0.2409367514891402,0.4532701069201988
+1172,0.857153828125,0.09855681640625,5.090136631055622,1.8398256440923104,4.586165622512509,-0.4429330349519062,-0.738746345799132,5.463006504122093,1.4717782603540304
+1173,0.75059734375,0.14383076171875,0.9338191321195368,5.0558695896790935,5.382377863377146,1.4422875822141847,-0.1329281333811846,0.5710928858111581,0.5267820916674448
+1174,1.231708046875,0.678708203125,2.704174473534442,1.930860588444339,4.841668651875644,4.814481387188521,-0.254039064766838,1.220712956130875,3.1482161537500617
+1175,0.890404140625,0.121238798828125,-0.4528322049460163,4.963371064121813,5.384188646800959,0.2063715200498425,-0.7064973165659627,0.4529664889806852,-0.5332868039240654
+1176,0.679913515625,0.128117138671875,1.201578068345112,4.743999856881639,5.351669297893643,0.471796118470324,0.007027503718401,0.6507354305678253,0.9136455885938342
+1177,0.9544659375,0.096674306640625,5.431197775780362,2.3353466289437765,4.755131316129908,0.6421640099392097,-0.4192692692874775,5.639457643610406,0.2976382870804985
+1178,0.9403628125,0.10153931640625,-0.5833385991582799,4.587787337510098,5.679729576227833,0.4464076267076665,-0.2254854981089497,-0.1014048103204701,0.8825193060883306
+1179,0.87791578125,0.16407392578125,0.5745592182986871,0.4151471714366135,4.323197158680187,0.1818249798371639,3.9917264049601338,0.2221796018148789,0.8694337820246981
+1180,1.104315,0.14057162109375,1.365727493800979,4.640305828508137,4.594297409554032,0.1265375990502175,2.583379218075886,-0.0200669225473855,0.00350563030272
+1181,0.888791484375,0.148672373046875,-0.6182481196829636,5.0616309605839405,5.5874474188736185,0.3314188434659032,-0.0040274520199469,0.5176022515070238,-0.04030343200078
+1182,0.81585953125,0.13357685546875,1.9105619586495328,4.824168491620279,5.544682891108407,0.6568625219593389,-0.2534973584433513,-0.6159290351192148,-0.0628718077054244
+1183,1.244789609375,0.51694046875,4.246590227454595,0.8509195773668613,4.969980704015796,5.646971905275889,2.350563905299662,-0.8128193580342397,3.811185943101177
+1184,0.676216953125,0.130230693359375,5.064669109834632,1.0699780946335853,5.121838659622428,0.4944838380896653,0.1463035796484553,5.951243925800408,2.1774051431340973
+1185,0.80540140625,0.11441146484375,0.1934449286292741,4.92764923619057,5.805678092400598,0.0869275095283238,0.4308187965801707,-0.1867838214006747,-0.1758571270145288
+1186,1.0222103125,0.138343447265625,1.5789959880722868,4.389971033028082,5.135558998515805,1.5679292283814747,0.0626270250791535,0.063506813147035,-1.0081584285256804
+1187,0.761696171875,0.0979879296875,5.669842979452248,1.2830651168025045,4.842762927767305,0.6975373909645902,-0.1078332773698392,5.355795371619469,1.1247041276658938
+1188,0.8106403125,0.11257396484375,4.412485813863409,2.1318319565986665,5.051050068536599,0.3127105837925473,0.1342154376547701,5.742509364133272,-0.5065160977037932
+1189,1.32300875,0.15194890625,2.468921369653152,4.640088799319975,5.838091330642705,0.9855142523307828,-0.0863872005056309,0.145201455452019,0.6228324333036421
+1190,1.656333125,0.1923365625,6.01328876030158,3.0191332923170497,5.914063669131669,0.921108967039349,-0.0597818552943137,6.561866600891344,2.5749125739535224
+1191,0.9456128125,0.1000024609375,1.3336344868048848,5.575410669981158,5.349110830800616,0.7966531940332956,-0.2344412108691818,0.5075038604856543,-0.0870217501459521
+1192,1.043706171875,0.18161185546875,0.6068441414652446,0.6911750465312666,4.805348360034902,0.3096627211034036,3.8740554935089566,-0.8732339811562793,-0.7211560871090571
+1193,0.918218046875,0.140916083984375,0.5916092598379176,5.761557044090828,5.407211432118013,0.5232925569422172,0.6139777083325073,-0.2151446825601573,0.4366578591348585
+1194,1.1140075,0.11289021484375,-0.4233856149194191,4.51230561192999,5.391073360528729,0.3040525836364293,-0.1752733310416614,-0.5598196185869575,-1.3633272670004324
+1195,1.42172375,0.2139046484375,4.473444868756306,0.4277440889669308,4.105617957352353,0.8180842226781582,3.667793834959276,0.524690177490191,1.2218542751653545
+1196,0.86425171875,0.091987529296875,0.9902806236058994,5.233086092606451,5.334227597168695,-0.053605778813212,-0.021998740914845,-0.1355348348665704,0.3156883018982824
+1197,1.153678671875,0.129840634765625,0.3645009057451277,5.229844923077009,5.812239590477726,0.7150860839882472,0.0007176310544376,0.2519100943964446,-1.2684136579252845
+1198,0.858610546875,0.099842236328125,-0.4588793520959233,4.720321535697145,5.66888675520739,0.5039092827731686,0.2073837634505838,0.249115666516568,0.5064565245859786
+1199,1.270154609375,0.12133361328125,4.05814347729484,-0.7132517103903021,4.23827048387931,1.9130072172717367,0.6055141266901753,3.681788494127997,-0.1980215488630161
+1200,1.062452734375,0.10056775390625,1.055825770160353,5.024622704928984,5.7325840974194175,0.6518676810626134,-0.1306531483393754,-0.2306525194808803,-0.3407093993791441
+1201,0.792376171875,0.148375322265625,0.2207981686180242,4.05487027215912,4.882824183625383,0.3551665999019219,2.8480638588480742,0.4121809572037931,0.0896850054132323
+1202,0.827381953125,0.12219115234375,1.4370394655411445,4.460256978002733,5.267699232787494,0.7828021943896367,0.2710092246008529,-0.6008813789453213,-1.0590369649615383
+1203,1.058873046875,0.054928349609375,1.0594175306383449,4.798861410598934,5.25298583927654,0.8510654211030044,0.0223058283265289,-0.7594609679427141,0.2864487387479429
+1204,0.985482109375,0.109962919921875,-0.4924840235048915,4.805053828670743,5.811015447269232,0.9249115513967258,0.2037956561220334,-0.4460857702105429,-1.0352218839314582
+1205,0.971864453125,0.17092228515625,1.3679398043570252,5.265418619986829,5.337340757756357,0.403885271618129,0.0029185889006858,0.1538343876485595,1.3638471224000337
+1206,0.624212421875,0.14755619140625,1.077953530416056,4.785060678022595,5.556566621853284,0.498112606554661,-0.1719134114076997,0.1911791739485757,-0.6633108370659284
+1207,0.95984828125,0.5371863671875,2.7644502177371364,2.065622010186623,4.655197122719859,5.132988539476241,1.1603854826811222,-0.5372132727627998,4.569643727225452
+1208,0.82341671875,0.16714583984375,0.4198003795485703,4.9199567351886815,5.434442100366972,1.0168231111443182,0.1692790215435606,-0.2291576754102767,1.1188446949625774
+1209,1.11682625,0.151103369140625,0.2202575491099483,6.72186912640832,5.627842764615339,1.2890137000658644,0.0429072854817511,0.3068937697490848,2.097343486237975
+1210,0.966246484375,0.26976955078125,4.710500557576274,1.6884062955686008,4.161297747059929,1.0363042543483214,3.929539155210932,0.554441797429089,3.1037515743745905
+1211,1.051193984375,0.13787236328125,5.506645254260697,-1.3219057847325342,5.143015727457383,0.2524755507406808,0.2971324026719712,5.674298944092532,1.731971148707271
+1212,0.978646640625,0.118079873046875,1.3055976113677514,4.418589249145949,5.563369804157805,0.2990877481541982,-0.3717426661777039,0.074113129540784,0.233253647465005
+1213,0.981061171875,0.09444193359375,5.7838824890828935,2.3894377454029785,5.171841435940079,0.7920309807753585,-0.5093195714799689,5.68969809715996,-0.2449309916648548
+1214,0.790487265625,0.15306689453125,1.2463411624065972,5.130498672724894,5.402137999493821,0.1971791736956069,-0.4435744946620852,0.0082986567198498,-0.8980167933224892
+1215,0.73110265625,0.14511318359375,-0.1972540805942854,4.53333318004586,5.038835046454428,0.9092013466044252,-0.4191385033298092,0.8226562469804416,1.2536650490118848
+1216,0.74657609375,0.1840410546875,5.573976875294648,2.0546585783831333,5.128392656912481,0.5187132877858069,-0.3186931942122379,5.870442749261679,1.220545936589261
+1217,0.904223125,0.088002861328125,5.455666590870702,0.948122175209483,4.852683629221751,0.6129125385712462,0.0016742305942842,5.82210592788859,-1.4700470336531724
+1218,1.21129109375,0.5963302734375,4.499381087235885,0.1622033631945346,4.7075005624318935,5.433215692314135,0.7167161421334298,-0.4498052461631613,4.242399736948421
+1219,0.7901246875,0.084232431640625,5.062694472833219,1.2676095072759546,4.898586104600024,0.666928299618919,0.3426565598623711,5.331775042695209,0.465762204906726
+1220,1.076711328125,0.101557919921875,1.7309131295514184,4.838309041103781,5.530322108824777,0.4462217926690484,0.2728175109977037,-0.4020759738035394,-1.0077115473286509
+1221,0.867706484375,0.18690173828125,-0.5980369384623888,0.2571989638221899,4.959466221898835,0.6705245415297297,3.467952185012427,-0.5892940665343578,-0.4354954857601922
+1222,1.269670390625,0.4698755859375,3.23419073479163,1.341841315403388,4.681739991511952,5.227419565849927,0.0494647973618356,0.0573522814177177,3.177930458792003
+1223,1.01656359375,0.104053134765625,1.1115835067531652,5.301911157895295,5.71184930498883,0.051815035020512,-0.0251048882625473,-0.1188081342103954,-0.0923456566386923
+1224,0.920698125,0.15460255859375,0.0868817928880676,4.600842636677027,5.439979712399158,0.8443591510892129,-0.3648205097070807,0.2158205985954019,-0.4787658897964245
+1225,0.6038478515625,0.5447084765625,3.1449288825263744,1.744205851828049,4.5613146894453225,4.611933339611483,-0.5453057346809237,0.7461266408042644,2.399580146602094
+1226,1.014039140625,0.100935615234375,1.268660931480985,-0.3737732746636805,4.238311217321313,0.5153405857353318,5.768695308141366,1.5416844758176218,-0.5983705608786517
+1227,0.868832578125,0.17128173828125,0.7484685543836536,4.950522311409991,5.534427590100183,0.7828036532090654,0.0411249895096843,0.2739553551467918,0.4878326466445909
+1228,1.150881875,0.109195390625,3.1317038037754488,4.753282603041776,4.945001007251288,1.7800787266387574,0.0538197517584825,-0.2872091369589796,0.990072877332161
+1229,0.9420134375,0.12882826171875,-0.5188946300678032,4.942666725456765,5.453933893807244,0.4722934970017332,-0.0674970692078143,0.0456475269694551,0.016497359097413
+1230,0.95732171875,0.1088359375,5.0549187265256,0.6732981532899441,4.7751660780155625,-0.0119906598199122,0.4461629594563218,5.654710653048852,-0.187647219713415
+1231,0.8730128125,0.156958544921875,4.86352553560608,1.0222786908245411,4.964307621735907,-0.0338084968835686,0.4000801637657299,5.794979083632338,0.5722937275299429
+1232,1.037596328125,0.17937169921875,1.2050084744902632,4.5618409659910295,5.32848303844184,0.4106294870882139,-0.0815550049796381,0.1303183683862043,0.2559081924337877
+1233,1.04350359375,0.13191337890625,1.7095869146868423,4.997463709271862,5.408151207547709,0.8384856051174903,-0.0995968830624559,-0.0096667170549366,0.7588465791143877
+1234,1.039231171875,0.111295146484375,0.4679904945366531,0.3041578869013198,3.651295802955468,1.0359168487108652,5.293680417979698,1.1710536706124983,1.786674740271072
+1235,0.805057734375,0.10151951171875,4.786245090046463,0.2451475811236303,5.058174026450762,1.3722183204394514,-0.3637161350221316,5.096182931448694,1.4933916973831325
+1236,0.650913671875,0.1930684765625,4.701455602207278,0.4922603879780212,5.096754992087449,0.5918158494025884,-0.2616673523980447,5.637264553349413,1.7530548437473523
+1237,0.937600546875,0.122527822265625,0.8028864872810132,4.756150053621166,5.407414308650062,0.6615179770047505,-0.0321025221590508,0.0134273466259027,-0.5285340702997542
+1238,1.023884140625,0.17495435546875,0.5176605877533965,4.779106955286236,5.412634625095924,1.1861965974370317,3.8619205616067087,-1.0657558460308765,1.685706717996284
+1239,1.209504140625,0.53795953125,2.4136747514732866,0.4503266615352537,5.057197587275387,4.888851594180975,-0.2578291684601336,0.2721123015697739,3.528469420080792
+1240,0.88800359375,0.57326359375,3.620419590257438,2.0589353214348973,4.742550117106501,5.058962357307409,0.1858340025891192,0.3088652441716865,4.036886993055136
+1241,1.56919640625,0.22832654296875,5.390805177355544,2.67690338242349,5.315726101623896,0.7103351666854243,-1.1664040144056866,6.495733367561001,2.024937445053392
+1242,1.275039609375,0.5001545703125,4.20928526157172,1.758183606664962,5.052864639602418,5.3686615465095056,-0.563385221572775,0.445706675592015,4.45304758957694
+1243,0.89646734375,0.09328734375,5.909792600372759,0.9439758449202248,4.865300033308883,0.4973969338262043,0.4203966813841879,5.238745962381888,1.7866006802527126
+1244,0.789298671875,0.1783191015625,-0.8157621512022248,0.1176319578148451,4.469798615046245,0.3229553804719519,3.4172182620200604,0.0150638214349211,-0.633609387310926
+1245,0.869457890625,0.0902418359375,0.5974773960045323,3.856437631099975,4.768804604797121,0.6316354365068935,0.5856951489055349,-0.065572715294428,-1.156372628226583
+1246,0.81413109375,0.1748019140625,0.4301377472860851,0.833994747736268,4.737945578224123,0.4609171725575111,3.703291554097051,0.694290302489125,0.0667983156106151
+1247,0.894413046875,0.08880099609375,0.2116587948742502,4.269427943277008,4.92488360883296,0.908773680729556,-0.5393635006677052,-0.1832828307523049,0.1237629204318328
+1248,0.954403828125,0.154468134765625,1.1195224428366637,5.137999599042215,5.470541172051188,0.6194693647539741,0.0597378807339193,-0.1619306421196219,-1.5352124193957903
+1249,1.07406375,0.1289746875,1.3038426938336751,4.928425947958074,5.60677300678751,0.3037857058248745,-0.3423692698483303,-0.4976906638107565,-0.923360863992682
+1250,0.77778515625,0.14317544921875,0.3131052376369414,4.556636205076204,5.544605222491021,0.8056404252052297,0.0014672832099172,0.433645195140134,-1.2237233119766555
+1251,0.901902578125,0.145222392578125,0.2386137299223276,0.669086775144248,4.615115511983644,0.8286374861327068,3.0786568282725395,-0.3932893090437898,0.9349765224445462
+1252,0.978234921875,0.096185830078125,4.098253372993963,-1.5781441494926087,5.132329421283181,0.4447774446702131,0.1390557099017876,5.735963850432982,0.8106579844789399
+1253,1.0447175,0.488317578125,2.85054800804496,0.473058964122919,4.95801551308653,4.84148345689993,0.4281093299735142,0.5201723981018591,3.954053218038248
+1254,1.8378453125,0.325663984375,-4.467154010193301,8.703910790302958,6.138194290936836,2.069064841696793,-0.1884270007043315,2.2896219659089985,4.066357769257246
+1255,1.41745078125,0.41842421875,3.62315042043528,0.9374275599455932,4.967653389409854,5.244061478766568,2.431123016358349,0.0492580088256164,3.2874593254487525
+1256,0.858330859375,0.19046033203125,0.6618234112984483,4.8196231378077705,5.650802679930695,0.4034581145230428,-0.1089225135875012,0.0568577717152767,-0.167793376158661
+1257,0.755267890625,0.189865625,0.1491957345799256,4.385904964114531,5.526271016259575,1.0266416786521946,-0.0998687869302081,0.1380028395931861,1.0196412296282324
+1258,0.887839609375,0.118406328125,0.9883550714896114,4.609006770659489,5.66824360613107,-0.3066872117794342,-0.5262764837037318,0.3564211315107975,-0.3471776644267975
+1259,0.89716375,0.16381408203125,1.6660053020877297,5.090507119882518,5.92387533578354,0.8674878365234676,0.0587979283073078,-0.5944280299950546,-0.5707370175417693
+1260,0.859978828125,0.100583359375,4.389951888115042,-0.1845599493316852,4.825837833747109,0.6989981741220104,0.6349698042098973,6.043690776427773,1.7337283729945538
+1261,1.277671015625,0.10436158203125,1.0055178747671176,4.743721245411645,5.701479464496213,0.366924824596187,-0.4437428471169524,0.0232418618218951,1.576789815665759
+1262,0.844701953125,0.097445439453125,5.14017756719171,2.041755812690749,4.740462253115614,0.070127561344607,0.155709547680282,5.863416031326744,0.1531152169157837
+1263,0.77229390625,0.096625693359375,5.0603501231645245,-1.3118523376087878,4.666244741691599,0.0917271247767441,-0.1920831246570662,5.808971607720879,-1.3212438596059193
+1264,0.91408546875,0.151947119140625,1.434003159751123,4.690089981186725,5.652969742727145,1.113853386110048,0.3593405232713291,-0.6198219974588064,-0.1336915397582646
+1265,0.69302453125,0.15621203125,0.810174475303598,4.739186331045103,5.478018431453896,0.3198120246139868,-0.0725965453889497,0.6044680622677996,-0.459571883721671
+1266,2.14717046875,0.674095390625,3.534867891277374,0.1580019302106754,4.33415740793301,5.432813852056976,1.8673741149846983,0.8201289630015156,3.805981734957719
+1267,0.875289296875,0.094348916015625,-0.4365308613952269,4.904542445818652,5.522870107322416,0.7851637712710772,-0.0249686618331368,0.2716216123118081,-0.8468764040078673
+1268,0.92926875,0.13469603515625,1.6935547887587623,4.733192440978785,5.578316195494992,-0.1172204438392123,-0.3129610834543442,-0.1381773635053137,-0.3017566115120886
+1269,0.980731796875,0.1577896875,0.5964294079263426,4.475672056960303,5.386134888958957,0.4840219023483555,-0.1982366582479903,0.27401976645183,-1.014385956797102
+1270,0.701007890625,0.133936318359375,1.7297496590437675,4.081131946078173,4.858368201021289,0.1174233044229203,1.2833502156997056,0.32778649229088,-0.2505687475862794
+1271,1.01359546875,0.089959189453125,-0.0428172077146815,4.129329193457643,4.761230747942951,0.7549432423752522,-0.2337344400864424,0.1025629482692098,-0.9150365564466608
+1272,0.9089965625,0.595191875,3.1962652081652867,2.6167640296695627,4.79871873125102,5.528201837760602,0.0493266795516089,0.2175536550358436,4.5342447554951
+1273,1.014823515625,0.11952431640625,5.058640524800821,2.1350458746480294,4.60762682889727,1.7066685547679044,-0.1693098753566493,5.719537245522067,2.0506265149460274
+1274,0.71229625,0.11095728515625,1.0408871380854818,4.764668835343812,5.215170145019111,0.891835097960648,-0.244172922857724,-0.4227824533717299,-1.5370235918363455
+1275,0.890169765625,0.0795990625,0.7670710103901233,4.98655552348486,4.893432509602591,0.3333586135750064,0.0561450568620768,-0.1867566909714894,0.17931797213128
+1276,0.80159296875,0.0831378515625,4.299045560840344,1.9946972207398133,4.510818357792015,0.3676515737328154,0.027677122679371,5.470232124196347,1.0449170739632727
+1277,1.223320390625,0.23739421875,5.697642723698116,2.155567788308796,5.148604954157006,0.7013390189865243,-0.3780250410897612,6.316495916619672,2.3505628042783235
+1278,0.92914234375,0.155012431640625,-0.2852169340459234,5.295240528003228,5.5207700202628205,0.5890271847291204,-0.1951710758904719,-0.0571256674477594,0.375719072916864
+1279,1.081439765625,0.10958185546875,1.3100360038010568,0.7101889978783879,4.620597193712243,0.8931057541768284,3.7331452046285967,-0.6736461887897088,-0.7694715760393673
+1280,1.06096125,0.123117705078125,0.5967076209398157,4.979612618728363,4.547583412823699,1.10352924244184,-0.1009355683111509,0.4279086885801147,-0.3618997217049765
+1281,0.94622921875,0.134549619140625,0.4112431935022895,4.306107259478341,5.463481432073779,0.4222374494721386,-0.0053400176297599,0.6174511539919356,-0.0108519293369168
+1282,1.61545703125,0.1961005078125,5.501867246385024,2.472193479645094,5.652870208439244,0.7716517628979481,0.8476212582435397,6.530642113223507,-1.1373561688018547
+1283,0.87325140625,0.120062607421875,-0.3031504844550124,4.43751800210194,5.198647514919834,0.9474103435979851,-0.0564749374063914,0.5879826361738174,-0.5943082986023871
+1284,0.973748125,0.129244130859375,1.6175903010732096,5.902952924253575,5.632944063514189,0.6100818933156616,-0.1867323969013884,-0.1392514759389153,0.6558501287201993
+1285,0.832927734375,0.163616064453125,-0.4072682467361406,0.5286942882225174,4.620806227732277,0.6246020611056513,3.787629452667885,0.233078636205832,1.9102931308753228
+1286,0.5841966015625,0.11454828125,4.924871198935129,0.9669644962825424,4.237448073737146,1.2615360874463186,0.3080632755293269,4.951093009544387,-0.5017952909995381
+1287,0.912256015625,0.12766646484375,-0.5914133703474125,5.110323140084175,5.57591284624848,0.7016144385318446,-0.0985802023235109,0.4198631656150812,1.031713415944134
+1288,0.726226171875,0.09561693359375,4.283859428082926,0.1257738901643442,5.079727742358941,0.2619541428756099,-0.5602961076266599,5.38466533479987,-0.0561634834759515
+1289,1.35944390625,0.558774765625,3.2502224338450483,0.7723125459783695,3.053651233217667,4.483045490536264,0.3978697016712412,0.5658305495645706,2.1449364353846936
+1290,0.81254703125,0.097269609375,-0.0635743745759478,5.438702772490587,5.11567467868406,0.5677757504063274,-0.2410023331806339,-0.4868614135919018,-0.2697471401725834
+1291,0.7390934375,0.10627169921875,4.354855340688261,2.02835539264858,4.565329096511353,0.031423794023485,-0.526767004018289,5.336765423062498,1.295254829051598
+1292,0.929641484375,0.1326244921875,4.396010703826814,-0.1256453518746971,4.9294527682608535,0.6043681810432946,0.4898089668317837,5.157191559792577,-0.7557315797928423
+1293,0.66591671875,0.111415751953125,1.383420478117283,5.365273676882995,5.7973481740853305,0.5521825964162225,-0.0186410413234554,0.1590788099219986,0.6664817546375101
+1294,1.6862059375,0.1699729296875,6.202896376802306,-1.601474111033205,5.294368043564458,0.8670586356193034,0.4027549489171986,6.549512263875808,-0.4281307152918073
+1295,0.7689075,0.11457349609375,3.995298693732501,1.7881097677927422,4.723094729597903,-0.0179393022238447,-0.2943668855099697,5.19453828897797,-1.8197583236924295
+1296,0.8465928125,0.09838279296875,4.660697186395503,1.278194620804749,4.728264926550457,-0.1607335730188802,0.3398211489586685,5.656899000815672,-0.8526623059763809
+1297,1.10086,0.1235509765625,1.0348069938965545,4.809708500729036,5.416229694802771,0.8672509073143884,0.0706673438320021,-0.0482865295883959,-0.9209126809316908
+1298,0.905605859375,0.13030150390625,0.7598241832248176,4.947277508151483,5.175850124831885,0.9903521573955718,0.1699669937200262,-0.0686190832393275,-1.1675834180229263
+1299,1.1902371875,0.3831696484375,5.10918463767203,0.086649830072627,4.987664767146192,5.215192731018098,-0.3007659121669517,0.047887311407181,3.482270557438246
+1300,0.915262578125,0.12350537109375,4.385621168125779,1.681088188421415,4.96128687783025,1.5642337730633062,-0.1511516578164994,5.669053472429128,1.8917553574750516
+1301,0.7829915625,0.104789453125,5.652358449879745,2.1782601366224474,5.1238284904004345,0.1168515886081017,-0.301302025372387,5.527255408972257,0.5264805762938416
+1302,0.75715921875,0.151401630859375,1.42445424892739,0.2519599635693746,4.9919082175067615,0.3273079689558137,3.678859325492843,1.2279285231700747,-0.7286518670748406
+1303,1.14794890625,0.3327428125,4.282668698961546,1.0360277256448165,5.1397943655430325,3.4358612162060886,0.3126700167493428,-0.9622523664568106,4.45456795849859
+1304,0.85922671875,0.091386826171875,4.5211056110072585,1.433085095287451,4.814790004459733,1.268364900295287,-0.414856875932325,5.694650310775003,2.0455542815565155
+1305,0.6117348828125,0.114574091796875,1.7414374631647616,5.236001176779907,5.321534037977834,1.0588210935196851,0.1689160946536856,0.2150179342720783,-0.9790590401415796
+1306,0.671080859375,0.120698115234375,5.476238585947055,-1.8705422691121,4.946162025993306,0.5717588452424522,-0.4081877254739713,5.182821408803532,-1.299353297357965
+1307,0.875955,0.10899015625,5.317787985383079,-2.2361297091542744,5.036287014419604,0.6258559419219394,-0.1270361458450057,5.961680688874941,1.0106545921683354
+1308,0.4147320703125,0.0416133349609375,3.13266946269488,0.7093763826085028,4.254833071186255,1.4044978242423012,0.4255560174516624,5.021523136599248,2.2827950737914016
+1309,0.730230859375,0.425306796875,5.107444262633226,1.0241392386345076,4.915541040856798,5.299958910745767,-0.4254081359957812,-0.6585072187428276,5.023724038534405
+1310,0.830628046875,0.12807453125,-0.2368303925442755,4.418903791862427,5.146388743646041,-0.1243703673638635,0.2775673691125192,-0.3472288710076942,-0.6431439971801282
+1311,0.87290953125,0.135494765625,0.3297157968310711,5.007706028505253,5.433156180701287,0.3124486925036577,-0.0359100171748162,-0.1664415780413077,0.5137245453597066
+1312,0.87159515625,0.12196072265625,-0.7062804330692668,5.488405051888512,5.72126895095712,0.1732163156343292,0.0735028769743747,-0.4943853864472882,-0.5966979260285905
+1313,0.748832578125,0.1745948828125,0.6870563613722841,3.949267684155489,5.132320151815387,0.8724243601618705,-0.4428359087527698,0.8509924334469602,-0.2482462840734192
+1314,0.7914565625,0.0993735546875,0.1707398573786143,4.888520036313964,5.20063957038899,0.1754018939863702,-0.0145798085915077,-0.1800011543255179,0.6083840238377759
+1315,1.63292640625,0.252855390625,5.321018595901827,1.6385180713577454,6.059715713021766,0.5352444248994895,0.2170125147096314,6.345311423068777,-0.0466497014717895
+1316,1.3567703125,0.4428016796875,3.839098252459544,1.913697905877876,4.861304402387032,4.901412585498947,-0.2471409101090992,0.4336983159918398,2.527112364549663
+1317,1.063258359375,0.0953846875,1.8736207802612603,5.611533562272126,5.614266899359916,0.2267838190783017,-0.3562845963774951,-0.4216469593575567,-0.53933319519312
+1318,0.844448828125,0.13698181640625,1.4869568194319198,4.585192246289375,5.284408914531918,0.4613393222459758,-0.2724805101549482,0.6583252565876728,0.7198526558169598
+1319,0.79027109375,0.106218896484375,1.501359831620469,4.211574144444722,5.334453939592206,1.1919517810588325,0.0513805924047383,0.5077114274495877,0.6579842535334809
+1320,0.90209734375,0.0772952734375,-0.2818395885564367,4.499662741030043,5.100714014538077,-0.2199912924267661,-0.2089762225301898,0.2656193334361802,0.3372990619159266
+1321,1.63504359375,0.55314578125,3.516606945297166,1.081379555785677,5.013290629080881,5.5661968467399126,-0.1662420588076516,-0.0482449634830984,3.646906106611069
+1322,1.124972734375,0.5771509765625,3.561533547966447,-0.2917568969042682,4.699920625933983,5.366541730110705,-0.1257186427449683,0.2562990643118208,3.5882920537108185
+1323,1.144041171875,0.076614765625,-1.3584167436789802,4.368194963955033,5.219362266482244,1.015038340011323,-0.0176693228745462,-0.0806353609327716,-0.8560402764410704
+1324,0.850709609375,0.157614462890625,1.1258325184133744,4.663662083071678,5.433965013430742,0.2313482310806526,0.109430800294523,-0.3442061139766336,-0.4201531676439282
+1325,0.897554140625,0.104760654296875,1.1859767381020974,4.133849109133516,5.0054436397381,1.2501531602566294,-0.2262391497809487,0.7918397122607818,0.2008227421394887
+1326,1.148359140625,0.13006267578125,0.9723550977443408,4.8177571090020885,5.713349935235549,0.3609242024381837,0.1200681459272422,-0.304294040856494,-1.1744846290825963
+1327,0.99871171875,0.12252841796875,1.5444818167629035,4.858423671692224,5.5636276356388,0.7962352911018068,0.3136405118784644,0.3477442903913418,-0.5205566090929815
+1328,0.890819375,0.3499261328125,3.623548228108513,2.4616728664626955,5.028398705835823,4.632246457498816,1.1116479842990148,0.235169678064625,5.512574389414545
+1329,0.81519625,0.109541650390625,3.967875012298244,0.896075773119531,4.872909431890173,0.3438864947957444,0.2849050373792144,5.325972881939063,1.1904694539067695
+1330,0.69786,0.138869140625,0.9985924390530307,4.4030333705458125,5.270952145477226,0.248841703629304,-0.5785060933473617,0.9001307481988974,-0.4057563220760142
+1331,0.772640859375,0.0830634375,0.0144690257431084,5.528178054433837,5.279714673493148,1.0648980724730592,-0.3336960432201395,-0.4642935479516259,-0.3767061083718923
+1332,0.88064796875,0.10676619140625,1.177181676746376,5.027766813847141,5.5572925239591,1.126650876164693,-0.1530067964263253,-0.1684849635071502,0.3530278220436117
+1333,0.655833203125,0.098862275390625,1.6707264180551735,5.366341344119982,5.627722959775698,1.6963396231543466,-0.0649300658521798,0.3154798984980191,-0.6334313994401816
+1334,0.842131015625,0.20895767578125,4.919499836368303,2.615241424640273,5.624238112668634,1.081404916202814,-0.1837876395138389,5.868235821497285,1.7501054121285944
+1335,0.87147328125,0.114988759765625,-0.9706734934732628,4.693308254449495,5.708048044599922,0.1193664360640302,-0.0623362052244556,-0.0486061656406995,-0.9074281472086132
+1336,0.849770078125,0.16566720703125,-0.5056217412758568,5.014049657699737,5.541352868517692,0.7103714114105539,-0.1154044163578516,0.2868339388351443,0.8550542810178083
+1337,0.8956584375,0.16120125,0.7798125743695604,-0.1330786125710761,4.84616135469568,0.6147178515775397,3.5486902980366524,-0.1936978490162712,-0.0298185353951898
+1338,1.0483803125,0.13508009765625,1.797134356023655,5.257313184455912,5.532086486972126,0.5404189581150451,0.1214828545977226,-0.5145429306690792,0.111153960369436
+1339,0.66217984375,0.143132841796875,1.385757811643962,5.232276140039296,5.535904176939792,1.7250862342752211,0.416060596838726,-0.2087386866535913,-0.3984367822759471
+1340,0.991331953125,0.12695115234375,-0.7701068572550355,0.4036160830183694,4.357432469280603,0.5294894025061903,2.9630617206664533,-0.7038503894743344,-0.1342936141891468
+1341,0.652604609375,0.113859970703125,1.3374293669484254,4.540642675511232,5.3841135704925485,1.119127551084148,-0.1165242001138917,-0.0365983663270398,-0.8962864196352682
+1342,0.5477979296875,0.18349796875,0.8269295998823916,0.1791285292535038,4.7952067616072345,1.6526363043846168,3.771760410365006,-0.1129790764109459,1.5601272457212436
+1343,0.797134375,0.110554013671875,1.231761332448714,5.250609229371739,5.594140872770977,0.1340261225218096,0.27364275581607,1.430981097678576,-0.7022195498660193
+1344,1.176918203125,0.15936916015625,0.0624924873240239,4.958285943036665,5.719759740172448,0.7544412585890746,-0.0897939166867846,-0.3353848386490224,-0.3323082281942762
+1345,0.46375109375,0.147425966796875,4.923302642531684,-0.4934321266489819,5.184305830071659,0.2612864551760306,-0.5246742481722586,5.610448271665748,2.255821628456977
+1346,1.106253046875,0.105884638671875,-1.5442316682902304,4.713887159934394,5.387249080858782,0.433287184537287,-0.0553147580614232,0.021635475508229,0.6376710364948028
+1347,0.7322028125,0.1608748046875,0.0674502303448376,4.700202068810012,5.625580541667311,0.7509554360259915,0.2264183733619225,-0.1525380341062767,-0.0397801798198234
+1348,0.852084453125,0.0759504541015625,5.0903023051895735,-0.652238601461403,4.711849793883042,0.297530231805446,0.3318523184648661,5.391084421558566,0.7393416682374749
+1349,0.97215640625,0.176363984375,0.8286712410758463,4.589624937483168,5.337893571999013,0.9264312088605492,1.9384911192908871,0.4794731427355319,0.8529516235261567
+1350,0.7120965625,0.118993828125,1.1208492659283755,4.501268500799156,5.264246942704685,1.4063792323937636,0.2324263938906222,-0.1104014732278076,-0.8872761116005444
+1351,0.5653795703125,0.116361787109375,1.5119711477040974,5.358338416002458,5.2230127458474565,0.6518767227169198,0.0311732520513371,-0.3989025235468907,0.1532332808705286
+1352,0.777946171875,0.122367578125,5.176652020668168,1.943549055540423,4.731875310876879,0.304515650682123,-0.3836295183994963,5.526975393245139,-0.6861185647843864
+1353,2.46671171875,0.39650828125,5.760451296943811,4.03929062752009,5.756639779884257,1.7401744208212622,3.0410452787405022,5.333003671367187,-0.7024966581682897
+1354,0.732696484375,0.092891875,0.8838490329178603,3.4020477348539213,4.762549523377093,2.1131573329037976,0.0492368227634358,0.705144099373486,0.274441019009706
+1355,0.87915203125,0.16427015625,0.3602438598587032,0.2280257813916615,4.946990513288233,0.4798880660428218,3.3189626847699905,-0.7136335854033254,0.2729462067642591
+1356,0.65947296875,0.1158012890625,5.17599442647531,1.819230424527105,4.9429814364661695,0.00290279980377,0.1224035367163603,5.615912357630799,-1.5973822391462136
+1357,0.75671,0.095244267578125,5.4110860878460025,-1.1166751914589106,4.892859933906331,-0.391102401118228,-0.361032562652985,5.754327159382651,1.8018309709062013
+1358,1.161540703125,0.0724290673828125,2.0572019917550675,4.450950499338683,5.712471545665276,1.349045866909326,-0.233956382715268,-0.2462666949447063,-0.6595521494433342
+1359,1.30790765625,0.3963350390625,3.670714900826541,-0.3178451529602222,4.865410751550049,5.514898457550872,-0.4062475510846763,0.9499044658453932,3.906241402864792
+1360,1.017758359375,0.15021462890625,1.7419613361370343,4.948097201482026,5.155958803252631,1.5840298465433744,4.226606728503235,0.4741494657046186,0.9732041992457232
+1361,0.968049609375,0.116704443359375,0.9752183222659264,4.250095631950387,5.444431026122564,1.23686654664988,-0.090455426151944,-0.0564451568405841,-0.7629185367820979
+1362,0.70315171875,0.129985849609375,0.4688679615994442,4.490973333799042,5.102241504992365,0.2981417388672871,1.8878223750512464,0.0003816516433008,-0.5078847796059516
+1363,0.76308953125,0.126729716796875,1.6507739001553683,5.25790068099973,5.606009991955368,0.943653319008576,-0.1588827215550262,-0.3853780442108276,-0.8192368277621798
+1364,0.995463984375,0.128998701171875,0.8979481418898725,4.59560125233568,5.487931137645001,1.1048959382554484,0.0345063687588366,0.2843282876507179,0.1640040973661523
+1365,1.096753828125,0.515189609375,2.4919905536982414,0.2904313446024293,4.871680824641533,5.565980176647755,3.3809788354305024,1.0550513222225102,3.74600019488915
+1366,0.841733359375,0.147841826171875,0.6525039512844292,4.049309872867144,5.402927352147234,0.6945413954295797,0.1559153543852062,-0.93726004941195,-0.5473768753059269
+1367,0.759416015625,0.14484552734375,1.9520785074097595,4.324602853602378,5.930150736534921,0.3094991800204063,-0.0485118051088614,0.6827459935552712,-0.1746118597390538
+1368,0.6508148046875,0.121195595703125,1.1817403092710408,5.042904403756243,5.574841635663298,0.0774349281969292,0.2594515766100395,0.2251401545934468,0.2531718188190534
+1369,0.90143296875,0.098364189453125,1.258877138977622,5.449287448688617,5.301093076468368,0.993534075560287,0.0115883873626825,-0.0345335150685696,1.024563819819459
+1370,1.004532265625,0.086160556640625,3.045877274917555,5.259850776431412,5.395823922186116,0.7036555490003331,-0.097151360191654,0.5194468786533021,-0.6105181579094414
+1371,0.89395265625,0.09635265625,4.276914615104165,1.833624822336972,4.981184096390426,-0.2492714788286903,-0.1908099065684617,5.234950496812556,0.663209682663532
+1372,0.882344453125,0.15053927734375,0.6208483868393029,4.575068811995939,5.464949048367692,0.8689789995151209,-0.0944463648904188,0.136391381639909,-0.4523455781873908
+1373,0.6541488671875,0.1925959765625,1.3351517427049098,-1.047927076898172,4.208796747617919,0.765526782184532,5.778567291162772,-1.354192149852102,2.506573337366069
+1374,0.89204546875,0.0709030078125,0.6784774185609498,4.836455810955735,5.355801911910177,0.4385423266274372,-0.1708428619647377,-0.5074097937030251,0.5822985532492155
+1375,0.796047578125,0.128084140625,1.0126832587923615,4.901094742275373,5.818444710622434,0.5773698330994868,-0.5577792757010372,0.3961474159766004,0.1737493904781317
+1376,0.91055453125,0.347143359375,4.5307921839681145,0.4122786096572869,5.395289034040662,4.809977468489462,-0.0422119529437487,0.1850597401080767,5.12614677729115
+1377,0.794066953125,0.155084443359375,1.2389739017407586,4.143816087906228,5.066227092633959,0.5650405978146826,-0.0355871655164664,-0.2917265814578256,0.0475080489837209
+1378,0.946118125,0.17295181640625,-0.0846683861815166,4.753440654271295,5.5964716751203545,0.7085407227776906,-0.2025374940053494,-0.068719479506659,0.8822228952080644
+1379,0.696991953125,0.119322685546875,0.3652654757985494,5.520888164567121,5.527511218951774,0.5296542370566086,-0.4960222954750886,0.2175907726920315,-1.1331187483099598
+1380,0.65844546875,0.147001083984375,0.468494625609024,4.866769028807888,5.617652019432679,0.6960824918364258,-0.3845345904139528,0.3205839156577457,0.3608725111705083
+1381,0.817911484375,0.135550576171875,1.173674356929093,4.710991896278058,5.387000329011563,1.470168170058384,-0.0330819070498514,0.2587587237867362,0.2296304095897048
+1382,2.25055015625,0.3023929296875,5.516845390755198,1.58895136065707,5.8457001647868285,1.213911543934055,0.5953307641984916,7.003157089271683,0.3560331978927461
+1383,0.8188325,0.123474775390625,4.073797851672912,1.1241033213341824,4.281830828067511,0.5048313180000773,-0.2049382683930704,5.524543058485038,-2.034710065683311
+1384,0.973548671875,0.100124287109375,4.588956949523336,0.2591448088629206,4.743929485140784,0.6036521996446473,0.0076409861187794,5.406950281756495,2.088553844653264
+1385,1.21359703125,0.6129915234375,3.584516542639666,0.97455994546464,4.851912292677754,5.270943711465869,1.611162002495187,0.5796903397144137,3.6221762399919752
+1386,0.59143375,0.1326658984375,5.9697693968158445,2.0608037707668543,5.122717103497204,0.2522808227006981,-0.7309523503286184,5.332149173350935,-0.0974848614304347
+1387,1.02679203125,0.116525009765625,4.551294040783834,1.1427118293461085,5.540376530528303,0.9670219049814448,-0.4431273635327543,5.6224984619471385,1.6749266519798227
+1388,0.554601796875,0.1102017578125,0.9064185550564408,4.197473133988458,4.943108561755989,0.6258433495415124,0.018703849085553,0.0255191947999037,0.7452688102435195
+1389,0.90821171875,0.509427734375,3.3570968143504434,1.2015045325654323,4.4623006563618,5.138040262397204,0.9396432402726492,-0.4027316607129009,3.5424629803714183
+1390,1.5723734375,0.4843903125,4.969771328031106,0.6725372129773752,5.068724625894155,5.233578464425509,0.3537255437917075,-0.0854079509555701,4.029574080426522
+1391,1.036923203125,0.12681552734375,1.8900163009596584,4.874370649589316,5.880560152896751,0.9208202557678682,-0.5900000845384291,1.1244942318033773,-1.1683624426507462
+1392,1.236486953125,0.108796923828125,-0.2477798589406205,4.344889472505081,5.348803007965865,0.4394828011794123,-0.2584331248928601,0.2391550436804354,0.4563541122668396
+1393,0.7719896875,0.08340009765625,4.108070203584293,-0.1713458434582035,4.915979607341151,1.4644939183509147,-0.0602734203892503,5.792739094441027,-1.4875823989045651
+1394,0.8554396875,0.20192455078125,0.2650664649443606,4.358425039072705,5.314485902751568,0.8083805072077103,3.3910891981763824,-0.6208038026374479,-0.0703435581280639
+1395,0.6140191015625,0.105855830078125,3.8452935158798742,0.9416003398928278,4.842946119297027,0.2845967922948701,-0.0238421908484162,5.858289821149367,1.7769272376481593
+1396,0.9697946875,0.17729474609375,1.85019491901685,5.43959030670017,5.582232755729638,0.0421902929132676,0.2282425149228313,0.0279598293689249,-1.050098284759406
+1397,1.088149140625,0.1428466015625,1.411112112142808,4.824825095958635,5.438639982736908,0.5902813762378395,0.0279092520531845,-0.3143774529350675,0.5187882860216327
+1398,1.094481875,0.12251701171875,1.276237649902355,4.322393878858482,5.229710554434942,-0.0589777171580832,-0.1580562725967879,-0.3592489544604921,-0.9931765207892114
+1399,0.954219921875,0.061657275390625,4.666772413291426,-0.0244044222364726,4.570484288505005,0.2723579837790714,0.0795825555628115,5.554827990006802,0.9061522134188126
+1400,0.749678515625,0.0896561328125,4.400140726128674,-0.889608233087781,4.726242167904196,0.3864394351537085,-0.5414742569303068,5.33211351231858,0.370387338072017
+1401,1.0710734375,0.11237892578125,1.4257425480646873,4.238270545921884,5.12696213911895,0.643052580794689,0.0571681341527876,0.3530090211805246,-0.568462301724045
+1402,0.688272421875,0.134752451171875,4.001953900981874,-0.6043623880002452,4.542227815351767,0.3945473747079404,-0.0987499161198696,5.846521069294919,-1.8223489281227283
+1403,0.8592325,0.0702873095703125,4.904061800068165,0.0350315178060349,4.644381680961177,0.245604329124219,-0.0980693181157034,5.604292148514909,-1.4190503726834307
+1404,0.82191671875,0.079759892578125,1.0977821197270885,5.19108412193816,5.254456961000129,0.9083332995361874,-0.1968557264407929,0.5961482497580344,0.7225699214731033
+1405,1.09474625,0.159843232421875,5.659532586665724,2.2373361884301097,5.425697126343298,1.438982518207088,-0.2624895094002727,5.241109629068955,-0.359878644424398
+1406,0.974100703125,0.17220708984375,5.474209819923844,1.7559882201583148,5.16598300609581,1.0078395726657303,-1.1108278625584005,5.563881989554507,0.2155741046553922
+1407,1.07335890625,0.134741640625,0.5524128057478425,4.613720706777694,5.22008321730347,0.2761676206169256,0.1997673466759087,0.777630861346279,-0.0942820919841302
+1408,0.7327909375,0.16125767578125,2.793885853030193,4.275830616962921,5.209611119515263,0.3910167890357278,-0.381279320401838,-0.1340614431436559,0.8082480816285011
+1409,0.787726015625,0.18050828125,1.1602564635827055,4.5689480561664055,4.939666295935772,0.8946908276831903,2.6946660355861973,0.0234947148465086,0.4855153030348058
+1410,0.983275234375,0.108956552734375,1.1894143081469437,4.643073765803938,5.553470318069333,0.2940872356705999,0.4086144718895243,-0.1110834561008978,-0.3888811581520173
+1411,1.0759503125,0.128211357421875,2.17506211335165,5.337430430085735,5.595347354741588,1.822079178853215,0.0293498287780004,0.8407561312029372,0.9672828261746366
+1412,0.89587640625,0.43646609375,3.5080356099804724,-0.1706326795914438,4.734438743052194,5.056188723142404,1.0096699669545788,0.2725689025087393,3.299949789092524
+1413,0.731918515625,0.117345361328125,5.0991643382595,1.7993524950203772,5.012971032089452,0.0279010425430765,0.3354315925050301,5.428545501053041,2.1176841870507683
+1414,0.89312046875,0.12001939453125,5.472336801708496,1.6253074968544747,4.9740827981993005,0.2698535617433955,-0.316168216763568,5.49115620926854,1.2754103148393572
+1415,0.975669140625,0.088022060546875,4.951815022319151,2.3722574742193947,4.920501521752392,0.9569675857362636,0.4853445284627149,5.605909542262717,1.1827168819538236
+1416,1.71328921875,0.449979375,4.564456380820448,1.8955965653728648,5.142060494859733,5.005295401753266,0.6217478637810142,-0.6016813630493124,4.643233757490589
+1417,1.03689390625,0.140110146484375,5.038155283341445,1.077159295247302,5.280351884988002,0.5306794497767091,0.4647592629032043,5.833243878441393,1.422322687604193
+1418,0.98560765625,0.11186763671875,2.3646649994393543,4.790311356780848,5.20598494319912,1.2194090062883434,-0.2435533175856283,0.6908805875817501,0.9094073085572548
+1419,0.901580546875,0.14236171875,-0.2958599945681754,4.901350960003457,5.372856354142257,0.8949168882242565,-0.2829109945324718,0.721269196505015,1.1249740281102825
+1420,0.94287453125,0.123156708984375,-1.0084683637261718,4.839306149178521,5.656929190902736,0.9414050994276502,-0.4862121882845832,0.8513511154099345,0.1422197844742288
+1421,0.728262734375,0.105568994140625,-0.5786224529688324,5.313543554357701,5.385509080280772,0.8273488565303753,-0.2415457309901692,-0.1202096341732765,0.6854846325387942
+1422,1.1076484375,0.150776923828125,0.8489681972747892,3.8883579743871497,5.080052802897978,0.3598990220041912,2.379288798190799,-0.3181700145710144,0.7410275461005569
+1423,0.926762890625,0.132970751953125,2.039720580512593,4.70958798321909,5.8234709346918425,0.7684853269954527,-0.1478399381232394,-0.3821407985067512,-1.5367215173720423
+1424,0.893070703125,0.070778193359375,5.416044306879302,1.6763747521042027,4.641380754253521,-0.2391913143856054,0.6482494754943349,5.385560351732371,2.153726053418779
+1425,0.880572734375,0.118798193359375,1.9932473948730496,4.674924553304081,5.07664798880667,0.4982255070866497,3.607898926323744,0.0801451767124767,-0.9953789506860676
+1426,0.770105234375,0.145035166015625,5.874571378149321,-0.8919072387272211,4.908190012148634,0.5902232411498777,-0.3952280190983529,5.464112945089142,1.7594798951314037
+1427,0.75360203125,0.1063155078125,0.8002719235163347,4.435125393303683,5.087100285257227,0.4093977473897405,0.4109964626384519,-0.2093452710526916,-1.3279028073538393
+1428,0.9930025,0.16607046875,-0.2731960706147384,4.087204642963632,5.368809416367247,0.3138302650607612,-0.0569560581452769,0.0320002915430399,-0.0527045181893088
+1429,0.985193203125,0.14751177734375,1.3783702979738006,4.322151220946085,4.985223503337068,1.1347967452046896,0.1413707242971681,-0.1454437833677814,-0.3654629916635584
+1430,0.986476015625,0.120984951171875,0.7725188355214881,3.5905357944519243,5.030074656323641,-0.1874927686476986,-0.0915927506978511,0.0081751003310626,0.7323076801183489
+1431,1.70605828125,0.1899874609375,5.837143273544825,1.5336659645096975,5.703182035471256,0.7887981399272173,-0.0313964188552127,6.560012732943738,-0.2781241554864362
+1432,1.0567684375,0.5113970703125,2.676879948117671,1.0571191961667823,4.738493633234032,5.319661648912142,-0.2200830191698495,0.3509801777357531,3.4556892449560115
+1433,1.107065625,0.5088515625,3.8256240798121897,0.1687057143271663,4.732624581506205,5.379553277716774,0.0953939862369407,-0.8615425953912337,3.846372981792773
+1434,1.037019140625,0.118441142578125,3.4207190565034824,4.693986450007268,5.656497596825656,0.8526250714250777,0.0224217545868972,0.1046386860124939,-0.5836723449416658
+1435,1.300532890625,0.1731096484375,1.4876982688102165,4.650378336077181,4.665983609755604,0.5217292365396945,2.125218208769646,-0.9552425661581266,1.3445576194713855
+1436,0.975614296875,0.154647568359375,0.6585873615506619,4.90970180545927,5.628294337471798,0.8327365030098792,-0.5484095039903093,0.1753900002428386,0.3101988135332938
+1437,1.08656078125,0.116611435546875,-0.2110234307429557,4.785096904915555,5.39116339865245,0.2619713087193965,0.0646378665273671,0.2911424703913768,-1.261625715670225
+1438,0.729578515625,0.170877265625,1.333939459419783,4.5705820077994925,5.457610154523003,0.9637615629468076,-0.0058696190563376,-0.2306128291106892,-0.5525164774515627
+1439,0.9635903125,0.107879375,5.143944546526326,0.7498981670697037,5.130706864507512,0.6625973648489147,-0.7481001524947877,5.810842644234402,2.449526488539173
+1440,0.956923671875,0.10139708984375,0.5306967631123396,4.780755878326521,5.302326978898819,-0.0488138963366433,0.0134156883987481,0.1290078992867349,-0.4770775943131383
+1441,0.846771328125,0.104479814453125,1.1840396836897795,5.317810936720743,5.592413511688465,0.2687188996474124,0.0277070968272405,-0.4527741878178841,1.4578467124011991
+1442,0.922934296875,0.1699201171875,-1.0073017425655486,4.8316340779386335,5.484919269118409,0.5900842288772162,0.0426627190367416,0.7244323419618136,-0.1904070321695772
+1443,1.239725859375,0.24592419921875,4.666640204309177,-1.725645196267752,5.236023290852518,4.52874666253187,-0.2153724845118131,-0.275500372676595,4.979470465987108
+1444,0.90111578125,0.0792216015625,0.0912649253801009,5.457836010267846,5.328642562240863,0.5514935508794162,-0.0489457720638575,-0.0730790558742936,0.4002697591925016
+1445,0.97230734375,0.09995505859375,1.016443948354362,5.169865341645429,5.303848547546853,0.8822708789278182,-0.0097061938383091,0.2628288821700261,-0.5222910548478448
+1446,0.77806671875,0.094002666015625,3.537093660858883,-0.1211676652969725,4.338315387639868,0.8543846331782416,-0.4963173128178659,5.261872202176511,1.1867419355404545
+1447,0.7708240625,0.1297128125,0.6262770900083251,4.943062937532159,5.655058651084918,0.7987923386859023,-0.2359464753871224,-0.262619634148131,0.1451895033314459
+1448,1.07583875,0.12955078125,0.8238511870651058,4.44781401271279,5.508451450033846,0.682650938530594,-0.3652655119357273,0.3903220653763942,1.3252673014083212
+1449,0.767995546875,0.12503802734375,-0.4145965650585603,-0.163043317147181,3.362897632000799,0.0111314011786458,5.71100724107388,0.1088406214194896,0.0928448959670912
+1450,1.047054765625,0.1314158984375,1.3627977127743816,4.622930033958463,5.002570552946289,1.163658679227733,3.533403071447654,0.8963504077716157,0.0249701541296719
+1451,0.913883671875,0.08322546875,4.265288178896861,0.833092977965274,4.821905917493997,0.1385254334332613,-0.2482717465372865,5.784320356263424,-0.1942003610392301
+1452,0.703435703125,0.106104873046875,4.2260385867833925,0.9844778162748548,4.706593882661844,0.023855410615988,-0.7178525298001135,5.591329326095339,1.931457461991572
+1453,0.87558453125,0.138044599609375,1.184455804913647,4.927588369719053,5.648729736903131,0.6471668150807258,0.0923771844224188,0.1995629579836013,-0.0707198271696622
+1454,0.6166476171875,0.1714845703125,5.204015150834806,1.4018316432596634,5.002668951853418,0.371010552229327,-0.0995262497379978,5.813847806989924,1.3652704934121995
+1455,1.14243796875,0.113096044921875,0.2799912491497716,4.600870802415712,5.456618875295709,1.7349117608737084,-0.1154221369548572,0.419491719502587,-0.15951423830036
+1456,1.161404296875,0.504963125,4.287076474014199,1.8355967648302105,4.8849090797315045,5.2972074918888366,1.076030628943749,0.4242241360480441,4.0469689795680654
+1457,1.167428203125,0.3598029296875,3.7839020323441135,0.8962362188408127,5.072032522262544,5.353741573542444,1.434714359996762,0.0405817659972976,3.355625569145925
+1458,1.38811640625,0.3619393359375,3.9106150409079374,-0.5607074122440137,5.111951361114527,5.530118181196013,1.4518931404381767,-0.8782115211413088,3.417999314594537
+1459,1.11825125,0.134329375,-1.0720194999610932,4.780272689497924,5.520521403070728,0.764699887421265,-0.221959628893197,0.3611263687893159,0.7000583515496283
+1460,0.868854296875,0.15156365234375,-0.1906258487305584,0.840350778346758,4.64235703633447,0.3982136567461632,3.40498217647052,1.2092439494738931,-0.9307816974827712
+1461,0.8529715625,0.0805298193359375,3.9778959319641753,1.3198337505648796,4.763240215664516,0.0445204898906077,-0.4085567451244731,5.941336263810824,2.4406887239446404
+1462,0.7903815625,0.126338447265625,1.005971237204875,4.809438361632068,5.087137290698744,0.3726153962073886,0.2022109294313875,-0.2906883850258247,-0.9102588239577016
+1463,0.973398671875,0.0724398681640625,0.9301038750203606,3.408809054623525,4.976261566428936,0.6496462567936855,-0.588891712605892,1.4095331721613025,-0.7058239642417145
+1464,0.9414396875,0.126749521484375,1.208052484976561,4.786019265319056,5.84989564346345,1.1571882728820788,0.179942713829699,-0.0316414259165612,0.0276282297609806
+1465,0.91526796875,0.1336602734375,4.919359544678208,-1.710438757259126,4.920657583696407,0.7311359410511843,-0.3420295321816858,5.78662071817642,-2.0408171731150264
+1466,1.151257421875,0.1046784375,0.7757158710494145,4.35558440896898,5.408543630814138,0.6928322100766473,0.3144248033507404,0.0440670548838546,1.0912774484891137
+1467,1.03644140625,0.122264375,-1.132087930545384,5.022140592073122,5.880095133996393,0.4585515770171303,-0.1477923414215039,-0.1209372438467498,-0.323297390558841
+1468,0.995722578125,0.155257265625,-0.5549474889112862,4.6096650927828,5.252210019724862,0.5447242901820774,-0.4060560989476816,1.084900151435449,-0.1540108648551694
+1469,0.99525796875,0.3982340234375,2.658762313455416,0.6905039951506515,3.5151369524778366,4.325406450331685,0.9935733802575684,-0.130730993828375,1.571003111267593
+1470,0.6175075390625,0.14244033203125,5.996231271936598,1.8502944084817603,4.957469564972855,0.6730220876088475,-0.0135684157019687,5.548454270899253,1.7132274180181133
+1471,0.912934765625,0.097240205078125,5.568923625419552,2.1100514864720656,4.872178735360356,0.7281372033268627,-0.2932332154688106,5.536663113948487,0.7361888938889457
+1472,0.774574609375,0.120569091796875,0.1405418412051264,4.621087836650074,5.253052551061023,1.0406517868066034,0.0885641767767892,0.6328866182148001,0.8243349977424896
+1473,0.8058028125,0.1711551171875,1.2736044517497649,4.613443997681623,5.357669923916806,0.7105426361771833,0.2940323280888511,0.2926128927404164,1.237266392928697
+1474,0.7217896875,0.09060369140625,3.563708861707137,0.8335200216330707,4.4701102276560265,1.336531627292744,-0.2146469258774744,5.550274651237538,1.662066113203842
+1475,0.73092015625,0.104970087890625,1.4409478418674535,5.339968220228576,5.284826493654799,0.2182539320949709,0.0195375467268562,-0.2953757512580141,-1.6617761264794844
+1476,0.885201640625,0.10959265625,1.296846062364582,4.207721420652839,4.647796698045977,0.1572555485120726,-0.1934086212680479,-0.0277878984304183,0.01949703885289
+1477,0.9613515625,0.153929248046875,0.1699070018112046,4.677853019243694,5.448894619770808,0.4499009124511001,-0.1781191566668359,0.4918323409868904,-1.2519451269752382
+1478,1.35794203125,0.6300625,3.2018537102319984,-0.3843275278004862,3.5554323298647112,5.26933077710905,2.455348560849756,-0.0500231169234037,3.608551940498688
+1479,0.857622578125,0.21050962890625,5.096941300340439,-1.6500505171398687,4.11536991337749,0.5616467895887509,3.724339773816974,-0.6716353981305327,3.668851453626976
+1480,0.519973828125,0.1572519921875,5.434462362604864,0.8565694453015087,4.913170728696238,0.0500878798088827,-0.926354741002285,5.572757515149204,1.4946135039762154
+1481,0.7095140625,0.31863384765625,3.458215810202075,-0.2525277343924856,4.035564986222941,2.88271117417496,0.8718787199384803,0.1466090363653885,2.6790526781268604
+1482,1.5658959375,0.5810625390625,1.5986809114898786,0.5886647063967262,2.5098076208250357,3.869428531315511,0.0371870739865952,0.0890187539109015,3.030520684788114
+1483,0.824719375,0.118701572265625,1.529205796142987,4.417264603051246,5.590725695301714,0.1311557024773337,-0.3212018398149087,0.2438296059116765,-0.3711042245682177
+1484,0.684191953125,0.1085496875,0.8289301401774116,5.290975171262368,5.20091870466231,0.6738923801661515,-0.2784690433020839,-0.0482238656027729,0.669087064635747
+1485,0.980941484375,0.13204419921875,1.7279535352395827,4.767151944285224,5.470999867838697,0.9269424721940802,0.2816398282997948,2.152810764417735,-0.4675366643920682
+1486,0.75595828125,0.099431767578125,4.626974139665905,1.3494171059482738,4.926714022346618,0.1255752480213617,-0.4389961057161787,5.371044265792618,-0.1620564927334204
+1487,0.83616328125,0.10668517578125,4.896657438344358,1.5397103061353394,4.83780729175614,0.3279506515056933,0.6181965233374478,5.618264424161974,-1.3913901791944727
+1488,0.78993921875,0.097776689453125,5.017989356879768,0.0518717030110885,4.946705268897757,0.0089110158119289,0.1794071665062807,5.710663174631257,-1.5516017906931994
+1489,1.89550203125,0.3270655859375,5.430879442627815,-0.5738069209085939,5.753944476800733,1.404346428060859,0.4405548973149458,5.936386072427035,4.7494705499123135
+1490,0.885858125,0.17640119140625,0.1667503556251039,4.686084511920029,5.406862179748359,1.0092267620054942,-0.0258993156301991,0.102247109134906,0.0393648932195962
+1491,0.959715390625,0.142472734375,0.3458521765137948,4.256088200473785,5.297240642859413,0.9884431545131014,0.5918410177922944,-0.2004892793649613,-0.7144683907169622
+1492,0.83004703125,0.10250607421875,4.315041950433991,0.9095585996153536,4.8994799530673925,-0.502620247426043,0.2977607319191773,5.6434509250188345,-1.1193170005040876
+1493,0.893572890625,0.13572880859375,2.093415690002837,5.026455209186411,5.7201933153729945,0.7954406120989193,0.1068523217329151,0.027405158044637,0.095319460250252
+1494,1.1450034375,0.4303008203125,3.3300335706031565,0.7729085623951693,4.80991861234927,5.132270519220062,-0.0718171046488542,0.1929041851993491,2.8290595625550754
+1495,0.772110546875,0.14034298828125,0.1874327439591647,4.107832786726936,5.3823702524803725,0.7784289480765556,-0.2081096354103841,0.4607100984766407,0.6879096000906227
+1496,1.044439765625,0.091392822265625,-0.0493437005845837,4.944059026698277,5.197004232745782,0.3226145100145247,0.2269783467172422,0.5031412360732376,0.4840156238763574
+1497,1.81920578125,0.24646865234375,1.560942019062611,6.726906948704968,6.018370938505012,0.9169800947670858,-0.0486783362085739,0.8506310319803988,1.4710860731529294
+1498,0.5276612109375,0.13963126953125,1.5016087447683644,4.6473393974073325,5.513450856373282,0.7759875661613961,0.443194762645927,0.1187357767024335,0.3468525625207953
+1499,0.71444515625,0.17741115234375,0.6789524481271905,-0.5089435414542063,4.334931137114136,1.103751828274745,4.280189817849162,0.7919041743282199,1.0371417985597429
+1500,0.676633828125,0.10525693359375,4.723294862196396,0.8309687841384252,5.036196151660549,0.643087146607824,-0.4509601531233685,5.589058760075012,1.6518309929113
+1501,0.65564328125,0.150018994140625,0.7203376812322725,4.689968817194902,5.251728086047131,0.5321383465209341,0.0198690040469248,-0.0308414339412009,0.5424043083439531
+1502,0.87359484375,0.16422755859375,1.176069427022844,5.0985870415095045,5.621729810371967,1.5035685988369214,0.045629804081876,0.8533728161440521,-0.9236932289346756
+1503,0.82446015625,0.153080703125,0.350637454943172,4.509258553344747,4.893910976775941,0.3192170755457047,0.2940856831529765,0.1991156967876568,-0.2144728090518586
+1504,0.7748840625,0.17431763671875,-0.3371169379952524,-0.0840281235151841,4.360980420840077,0.0417473223930283,4.175501465605953,0.0349720096677284,-0.847879920517882
+1505,1.59817734375,0.335608984375,-5.232390927854102,9.01627068220055,5.619268138023761,2.2536140605916866,-1.2100195644436165,3.196415022344796,3.856269526780741
+1506,0.859136640625,0.09719279296875,0.7925540598925185,5.292696394218512,5.147065609770054,0.4026846968504434,-0.0868371719754313,0.8389900763377476,0.4265387636327792
+1507,0.79331171875,0.12111216796875,4.978248268704041,2.0874302326515064,5.0479001506997525,0.0185783459321671,0.3350704266567802,5.669460265714669,1.644911392390321
+1508,0.801611484375,0.16498427734375,-0.7606187791012435,1.1992557061279736,4.855186741463398,0.3089017137211465,3.999733828496705,0.5000770689452085,0.2187532712091386
+1509,1.29033015625,0.114251240234375,1.7431353344251357,4.7057498793300505,5.383535337379533,-0.011867554298398,-0.1606244913622703,-0.1744891088916201,0.8919025191873758
+1510,1.028368515625,0.12743123046875,-0.308735583738945,5.07466505280081,5.689027844725699,1.1921688612262358,0.4907015932910044,0.5411287633199136,-1.0106461697058906
+1511,0.5946385546875,0.1525886328125,0.335001913117011,4.612600614133348,5.441043106966279,0.4165092667183901,-0.379604676599907,0.1264871742435398,0.8555166847610568
+1512,0.83253125,0.14601572265625,0.799671232074425,4.576844645466103,5.4878332733808834,0.4839783505913418,0.0612080598485272,-0.2046033156592508,0.5843464416952064
+1513,0.7769003125,0.1323196484375,4.794877633730736,1.3121730035783623,4.883623350287423,0.2161706345204603,0.3670698811013933,5.868448124956341,0.537432159280375
+1514,1.025319375,0.12988203125,1.2529467775553744,4.626976357069063,5.155916884598804,1.170485424067471,-0.0306903596995147,-0.3273951801086227,-0.354123926999779
+1515,1.061378515625,0.14788744140625,-0.9074261606462596,5.1999776263715445,5.4228947660773565,0.1104932476521821,0.4102506476586374,-0.5574121843419702,-0.9625674732102112
+1516,1.05479734375,0.473206796875,5.440625502139644,3.029623609187405,5.132084196256407,5.5304383542762405,0.7236704230461377,-0.648073343677878,4.261991818541846
+1517,0.867569296875,0.103712880859375,-0.1905695690912227,4.415981816897518,5.26006031006477,0.627505383133543,0.0578782855170917,0.3317800596500067,0.7363354393194357
+1518,0.887770703125,0.1954358984375,1.4816408534799084,4.8982731266097534,4.892067660724047,0.2775555403873667,-0.2171393037460249,-0.082042153442835,-0.5257414604096355
+1519,0.7937065625,0.101922783203125,5.161504323961625,0.9233196169942072,5.09685763536743,-0.357570303220455,0.0872322851472935,5.704773574075338,-1.2542439435064214
+1520,0.78777203125,0.11072984375,-0.7381914032075807,5.263985075844399,5.264752614977282,0.3190523809700875,-0.3053572047394397,-0.3973447862791666,-0.1089113341747904
+1521,1.233956484375,0.147358154296875,0.7019521944240549,-0.0026095764645323,4.774763811776638,1.1220837790335358,3.881431438006933,0.1764953765514847,-0.8420619147595908
+1522,0.68175046875,0.2071883984375,1.938237372911576,4.149122901598328,5.370210431499969,0.8562821067155252,3.9541603649058,-1.0098626556098549,-0.4992751422202541
+1523,1.177422109375,0.10104783203125,1.0687430792879666,4.935681714222186,5.449021994891049,0.3910489472987745,-0.4268966783516669,0.2030914662767973,-0.2036479008063577
+1524,0.94973828125,0.090005400390625,3.728680991630112,1.4082456191783548,4.817103968802842,-0.1839227903103986,0.433838820298517,5.941556110602569,2.039345082729
+1525,0.771136171875,0.104184560546875,5.347660785082367,0.975735334527934,5.236744734881428,0.3954356057634967,0.3387510907679749,5.649444992732116,0.8858254784099067
+1526,0.77424765625,0.16984029296875,5.544457023521688,4.845818130480994,5.648116157026347,0.7252955583982162,-0.9425715856885936,-0.5157377138258702,0.299633735647711
+1527,0.81717203125,0.153257138671875,0.1719679731820469,-0.0754945851114689,4.642798328179988,0.4077294897488501,4.131832702892132,-0.4737856093869954,-1.281902737657177
+1528,0.144785712890625,0.0716729443359375,3.854012497279444,0.8595860021782721,3.2634402921979047,2.968029531859171,0.1146445914047969,-0.6941109490771122,2.1853484907929275
+1529,1.071791015625,0.10723486328125,-0.0638237893243436,4.656974845015033,5.589428246976679,-0.3450517097721429,-0.3254330024901223,0.2518816319195873,-1.2431448778463363
+1530,1.3796765625,0.137619130859375,1.089691171907334,5.081365489400812,5.597982032120442,0.5131337374764847,0.1350074937873204,0.3519816672566276,0.6775121705954495
+1531,0.7445571875,0.15197892578125,4.316881832023396,5.086037484753231,6.038775723561419,0.8782047390411841,-0.346615357275569,-0.0707383633204314,0.7374984663811398
+1532,0.72495953125,0.130248701171875,1.404038401262141,5.065563808389444,5.447758543741384,0.5721189616128554,-0.0085516455149767,-0.0802424042713749,-1.0108849364786932
+1533,0.804938203125,0.10723787109375,-0.7278158908172891,5.354688792000133,5.430206794766102,0.1507454668579495,0.1033110501557763,0.0311560369862413,1.1084331706552009
+1534,1.149900546875,0.125381279296875,-1.2038470408907045,4.775818403951898,5.5117968740534575,0.1456166039322303,-0.1147683428403163,0.20870792644219,-0.7971245130671113
+1535,1.0075175,0.108334248046875,2.857467665682926,4.715259092751938,5.505151575323996,0.2064311336458971,-0.0267705656016157,-0.0546387653242201,-0.4626744195485496
+1536,1.037253203125,0.115423828125,3.609042167997064,4.369793022337904,5.398756840194381,0.5858247511697411,0.331113526658379,0.0741076584727711,0.547629296034082
+1537,1.6485240625,0.21149068359375,5.906203352844957,1.8372226622627488,5.798409554303092,1.0907015937402025,-0.0817200021705362,6.567442102034687,1.6550795519885324
+1538,0.8713975,0.104953291015625,0.5845228130726471,4.72071905662741,5.651739876709771,0.7235379345370757,-0.2297683546911637,0.6428671010968693,-0.1861430949334127
+1539,0.67030984375,0.13094541015625,4.81183304637229,-1.3057078388204064,5.252352078886251,0.1475806701740716,0.4564296169883487,5.843032825714236,1.7047603837269554
+1540,1.07861140625,0.12772828125,2.439034753046779,5.457541783856464,5.5900885025931215,0.5297144061360568,-0.1755730680929114,0.911939339947052,0.4448330388764621
+1541,1.113417421875,0.112958017578125,0.4283738990784195,3.937866157005743,5.210123856480349,0.4878968346336547,0.2899455364881768,-0.4233325727235777,-0.8564519266448654
+1542,1.01480921875,0.11206626953125,1.5758095083930403,5.254333455470876,5.497031844644512,0.4318364564563459,0.1375808490781839,-0.3428790455665331,1.9338539894107027
+1543,1.1914528125,0.114802724609375,0.7830437715031809,4.678112325051097,5.425454600355365,0.1112532545239575,-0.3620912423660263,-0.5232356784564424,-0.6885391638687922
+1544,1.186892109375,0.08657642578125,1.6091046521348369,5.709863066558625,5.65868119799721,0.7231893168693686,0.0809588193613685,-0.1078013261808132,-0.3110528405536507
+1545,1.0088828125,0.232897421875,-0.0107699885844118,-0.880924293378341,3.88824632975966,0.6772086394282832,5.836102967365232,-2.006240981586349,0.6012031531948826
+1546,1.39307625,0.5105607421875,5.742158989739918,2.38742075958108,4.584261703428722,5.642270911342025,1.6175047100619884,-1.76887545951652,4.458100409932294
+1547,1.194690703125,0.4145041015625,4.641983406801295,1.6290921168150945,5.492470258423152,5.178760202413597,-0.011368016275699,-0.3784780339604799,5.46707018622281
+1548,0.724917421875,0.17829990234375,-0.4667344802288969,4.420036094083415,5.11206305457403,0.9537422244866124,0.0264237941069936,0.2362942956634409,-0.6452584960785316
+1549,1.015974609375,0.097390224609375,0.4522877762155503,4.543220399814615,5.361922459346019,0.5527419188008769,0.098763378171275,0.0577139300179186,1.2904480422768534
+1550,1.3062309375,0.1001116796875,-0.4420134251724655,4.88496197218048,5.387621735849256,0.1981070835068147,0.122045870169215,0.5567500632092273,1.0759610490350062
+1551,0.845302421875,0.13430837890625,0.15136340060143,-0.0225863454744611,4.049743034351178,0.3873335774068983,4.263689600744977,0.2612852713764766,1.980737979398036
+1552,0.928624609375,0.1618067578125,1.6544512842120636,4.874781865080403,5.689284021545768,0.8212468644756052,0.614812280715632,-0.5984178341701708,-0.8805967620288678
+1553,0.760971875,0.109593857421875,4.74455979174092,-0.1095727589173614,5.082748669142402,0.2703599000345408,-0.2059634227316326,5.238667532704353,1.7734992410596233
+1554,0.962385625,0.151491640625,0.5553795516742873,-0.0615509057847299,4.397801128238875,0.7279880175565616,3.837155525307381,-0.9561930934192084,-0.3673468624405313
+1555,0.84249890625,0.16633572265625,0.340511715625748,0.1024217599228072,4.549735047096977,0.678621095908476,3.741158763371903,-0.975302717274574,-0.4623296551411523
+1556,0.943449375,0.14498775390625,1.9954257681383616,5.6626600247883045,4.728385961919941,1.0783296456863138,2.22649034428425,-0.0855511758775942,1.6835274892595096
+1557,0.806411875,0.091953916015625,1.6276797555806275,4.940837081746566,5.173667405006457,0.7041120311483237,-0.1943034668814992,0.0771294197467208,-1.488700360136323
+1558,0.661794140625,0.1663633203125,3.2469743005417566,0.3977482258738726,5.01842168048326,1.677842464917898,0.2178183723990458,5.216359550809878,-1.1884167759211262
+1559,0.879402734375,0.102815126953125,5.508588747708535,-1.0999033635040203,5.0535532116796045,0.0244543151820841,-0.1132863264339049,5.60133542153489,1.2940440119197945
+1560,0.6024201953125,0.1970546484375,-0.3701914193358173,0.9400904642170258,4.627651953711312,0.554802577388928,3.752386577495005,-0.6896201995937359,0.3038093061194374
+1561,0.767720390625,0.09302330078125,4.482347588812597,2.5449530629427963,5.131563445224274,0.4732733924484156,-0.4554593225264187,5.662459195571943,1.753807902642304
+1562,0.72918984375,0.113475908203125,0.7355681615747641,4.770146197910467,5.612960743444461,0.0782875893311468,-0.6186087181018176,0.1074189567466701,0.0804681996469534
+1563,1.037944921875,0.105889443359375,-0.2460345899614224,5.040152820226608,5.631908543486698,1.217073692323129,-0.0515562114944736,-0.248562129787168,0.9122284992165242
+1564,1.115941953125,0.151318212890625,-1.0037094527391084,4.141301219251955,5.118515995076454,1.3011393256239945,0.3649849220775996,-0.3730172987861249,-0.7664924298750907
+1565,0.5828019921875,0.0772556689453125,-0.7858007493666372,4.518599254834358,4.9941949954055245,1.4500823741683608,-0.2497976399982693,0.148114451196088,-0.1039681845950693
+1566,0.530855234375,0.0998104296875,5.117758687828872,-0.3842711671481521,4.855518227410817,0.56080757304889,0.5858436410447769,5.824212709841911,-0.408655936493833
+1567,0.793813203125,0.17886759765625,-0.9651653858310544,5.12880661296241,5.034495855599149,0.466208832795726,1.5469558053122636,0.9518700912300606,-0.8067091828457558
+1568,0.812886484375,0.1024490625,0.6841801255040391,5.17742466708208,5.738474641153526,0.8593142330699577,0.1805112813957084,-0.3310271614148708,1.5834829983563767
+1569,0.895671640625,0.203101640625,6.421341734982542,1.447193690261809,5.303034553887511,1.5955591204430364,-0.2181846300489589,5.45379154343399,0.7468197603776913
+1570,0.6115468359375,0.09275865234375,-0.1421672001716038,3.14338670757261,3.8992064144077743,1.4074532936388944,0.4765636191284738,-0.724634884013942,1.3741831002389016
+1571,0.75444390625,0.15870244140625,1.7707664564380303,4.867912072897217,5.464541474953768,0.561096483638066,0.3622938333899205,1.653695194902547,-1.0129113614824663
+1572,1.253633046875,0.109797294921875,-0.8977333669683704,4.892553523341229,5.618039828617799,0.6877859333374827,0.2430736262456996,0.5388608251493553,-1.259490463660068
+1573,0.967575234375,0.093397158203125,4.299172291555665,2.285986513527288,4.881174193392772,0.3117509725435383,0.1701198376049186,5.755871552307632,0.6988729860810348
+1574,0.769074921875,0.07619109375,-1.1632207943108943,5.0315239361715856,5.057817287784548,0.9309006122481054,0.2629520735085062,-0.2231001839230902,0.4499816987339023
+1575,0.797668671875,0.14805546875,-0.4365539834907634,5.026296796497959,5.8417367279923305,0.6063210515042313,0.3222519637530083,0.1857942536836219,0.7584479831535611
+1576,0.84807015625,0.0736514697265625,4.205759396787353,1.7003457845750574,4.699348171301224,0.35911096163563,-0.1103963856473215,5.4047587632583465,1.6568465737255036
+1577,0.973272578125,0.159430966796875,1.3470828735846765,-0.5562631405568185,4.3217766915644775,0.5149658056963671,3.939883950146867,-0.251087340899023,-0.5099476382521025
+1578,0.867789140625,0.134822060546875,0.9040363202507772,0.35775277282694,4.394452340139233,0.4715148208676337,4.02028354616295,-0.6797991302862373,-0.2512216360396083
+1579,1.02411796875,0.122018935546875,2.554806395208585,4.796415994760907,5.427302296645596,0.7193429943050299,0.3714025270183702,-0.6062500900685477,-0.0157208617099304
+1580,0.7089159375,0.16147310546875,-0.9227621072718056,4.524478388155829,5.254697311582008,0.4726383593932035,0.0151608955764853,0.1876435104791626,-1.0061801576358491
+1581,1.7270734375,0.41558046875,3.452275424884864,1.8536271127712884,4.261086744083961,5.28482018404942,0.0050539306527605,0.154550155224276,3.751135185257728
+1582,1.64457953125,0.22108498046875,5.403312175770022,2.2739900353142946,5.7576324520534445,0.6446246831863336,-0.9233339910622774,6.403441498134758,2.5262105612493606
+1583,1.261574140625,0.14895021484375,-0.0524740344304083,4.45060253424717,5.432955556765313,0.8301246493856095,0.4132963753006116,0.2287836845256171,-0.1042492738745772
+1584,1.0005321875,0.0975000390625,-0.5949765718075132,5.028644373499541,5.275291261846936,0.3069244874328923,-0.0663013988798927,0.7785409686720997,-0.0856536147259838
+1585,0.937241484375,0.0722730419921875,4.519490810529512,0.9814902091739188,4.855435797820368,0.8382128032947797,-0.3196107927161186,5.8295437426390935,1.209281087131301
+1586,0.977066953125,0.17935609375,5.149793530970129,2.0177884643653257,5.122363292262359,0.9579808162193526,0.3772079686458157,5.279351581326545,1.294080252153229
+1587,1.15786921875,0.14261916015625,1.000470235045983,4.342276980824162,5.5237883000766335,0.9800158848306176,0.0424248706253056,-0.2411173465058689,-0.0128836169781743
+1588,0.756064453125,0.1770673046875,4.128810904132783,1.707587569074638,5.517929863287511,1.4025651331093731,-0.1682624449014148,5.9935754183969925,1.528842277861659
+1589,0.870532578125,0.093767421875,5.534630346446241,-2.455861240712986,4.778771261107862,0.827387469145284,-0.1583614520835658,5.106726424681992,-0.596384139359772
+1590,4.0921690625,0.65719765625,-7.634172362624425,10.45225641813204,-8.32966623468877,3.199919324217346,-3.0791602008681704,5.233441533009455,-4.6700571193143015
+1591,1.0157284375,0.18385923828125,1.3796748309774067,4.0521678027945,5.096794776595756,0.8172633950090757,3.779656199339464,-0.5878930864049551,0.5511798077900644
+1592,1.081781328125,0.118761591796875,-0.4426515342132797,5.948377613614001,5.098806168608505,0.2873545606735012,-0.1540663244613555,0.1852098408391189,1.0349758649714935
+1593,0.761109140625,0.130089072265625,4.482868256226673,1.9612043148986524,4.955032181490932,0.3884545072601234,-0.0532271275223201,5.9407726524165465,1.7645289600919334
+1594,0.73343015625,0.1731864453125,1.4827742362558631,5.065511630634646,5.261548128311564,0.2369164772508753,1.710896715593244,0.8721783662879827,-0.4980235297563943
+1595,0.92404921875,0.11916484375,0.5357655103462096,4.918210354776537,5.433756562808843,0.4706998779764397,-0.5998915046972009,-0.110309151323969,-1.1064934983282624
+1596,0.964059765625,0.1897858203125,1.6508645976782534,4.478465392997349,5.821437025163795,1.2186368890163388,0.0681935868979235,0.3829295277477497,0.1107256278663229
+1597,0.944791484375,0.17710150390625,1.5222947003836207,4.553939854536337,5.514427337466558,0.6338886604616046,-0.1565481960449463,0.2741607528696717,0.514095548571202
+1598,0.875229453125,0.10797958984375,3.944319055321578,-1.030604078477837,4.629201260251844,0.97513717336563,-0.0805798331822047,5.326849518262782,0.767417315165545
+1599,0.910214921875,0.08300462890625,-0.4015764536805296,4.656843109381097,5.134041931059666,0.8884945818208967,-0.0010444126487171,0.1591738607735858,-1.1973359357654896
+1600,0.972054765625,0.1754572265625,0.1759382103920359,0.1687091709056378,4.581462845511613,0.8565548246262162,4.180998952759721,0.9379199856119323,0.5535026967554049
+1601,0.692237578125,0.09839298828125,-0.1444716475599434,4.656378922127935,5.211563011352528,0.6997228248473912,-0.192891883377074,0.3851593771692587,-0.3314444816370566
+1602,0.828696953125,0.0806186279296875,1.613094851937415,5.249429710470134,5.1914009910938645,1.0300824327242444,0.2339636782728161,0.5855316282837781,0.5031597194400761
+1603,1.35265234375,0.20254830078125,3.1019832126730638,3.730345456035326,5.718419064441698,2.089849442926288,-0.0915329156638932,-0.2431705689708718,0.2986971672831023
+1604,1.156910234375,0.1302925,0.7161513104444678,4.933534907679124,5.430431874092512,0.7191352516621391,-0.2041383344014729,0.0122579221081253,0.0685249960251507
+1605,1.150475703125,0.14571927734375,0.1431366947186027,3.3232357184843497,5.254923082013941,0.4172023778616959,-0.1310746061364734,0.0300413094409857,-0.5185527257085536
+1606,1.090772265625,0.1326226953125,0.9046081015556896,4.610076199314368,5.515014121682867,0.4096430577504594,-0.1180760459839842,-0.2850828838884778,0.7431811793922639
+1607,0.97466609375,0.1084488671875,0.3087441089455142,4.4566307939472,5.712744328806191,0.1398530866287098,-0.17778871526125,0.1755102534993543,0.7052976728338638
+1608,0.704518984375,0.084898544921875,3.9087571657103664,1.11168928762173,5.249470498387257,0.4634279922452324,0.5325115972475674,5.410520345324641,2.174915897459041
+1609,0.930185234375,0.125232470703125,4.268057380580433,1.4390511042722869,4.969842909715066,0.6470114372133347,0.2415905392588536,5.735453277795443,2.207561386238792
+1610,0.81814109375,0.178032265625,4.38338001501956,0.0647384972867423,5.46501729169597,0.6760176837419571,-0.3411292963537418,5.647086775494779,-1.954818944212712
+1611,0.79631125,0.086096943359375,4.822358911459509,0.9743557562338416,4.557199011221029,0.2374979728175155,0.1819580812666041,5.016341866338824,0.2923683570798547
+1612,1.81374203125,0.6186312890625,3.544384197614309,2.135824339563408,5.078456565387829,5.141565370794988,0.8798331959065717,1.3512015902245078,3.742844515502574
+1613,1.016294609375,0.156296630859375,0.8236035273096661,0.0222831982578819,4.206846476206733,0.5895878309001278,4.011466699434929,-0.2170933344803414,0.6431341648810748
+1614,0.883027890625,0.07967947265625,5.331953761793153,2.385487368214037,4.57722002529209,0.685648018287978,-0.5948058665267941,5.469917490003797,2.119722478142072
+1615,0.79708671875,0.08535822265625,-0.1197676664322071,6.60456252262907,5.050493297954878,0.4973815064612985,-0.2535874658147227,0.3740088814076088,2.55597446188916
+1616,0.898642109375,0.154259306640625,4.3068529166375455,0.7134263093370616,5.050030506740918,1.0573928523416196,0.5153567255931752,5.190739835484644,1.410893993906186
+1617,1.23179328125,0.5686678515625,2.145660842062441,1.4841878321627455,4.588869497927076,5.125865440577518,1.6933002293060222,-0.1300725545277919,3.218898696413758
+1618,0.5809766015625,0.136754990234375,4.989401544060821,0.8003372478840842,4.450558531035822,0.3620070864305497,-0.1443345814543164,5.410132008101801,1.97749413396532
+1619,0.749766171875,0.8411853125,3.5980729181183264,2.1762285865143216,4.891755406545129,5.365283293283122,-0.2089580869774014,-0.0759458568373457,4.436084227742262
+1620,0.75502609375,0.12928193359375,0.2698055554996768,-0.6400993991213493,4.141767851355147,0.0164928375064425,3.944788856230793,0.1553928305843817,-1.1685382188582252
+1621,0.868345546875,0.096407255859375,5.2794888342451465,0.3823792746468487,4.764089095264432,0.329680660442989,0.0986427416121377,5.313351757170987,-0.5074153616895989
+1622,1.097223203125,0.144718916015625,1.130427995970064,4.129765954409845,5.236765883319183,0.1648836819909687,-0.2568967412147612,0.2887953178692871,1.0465392327888643
+1623,0.658255078125,0.10193478515625,1.3575316953807277,5.094124902471342,5.292827695277324,1.2673071783049863,0.2479016443585114,0.94618183482744,-0.3398839705440232
+1624,0.71417265625,0.103622265625,1.634529447842151,4.7035555753734855,5.63745783467004,0.1389405865557312,0.1211210709255113,0.8771858794266778,-0.2799840240175916
+1625,0.940926484375,0.15483419921875,0.9362656837508267,4.674730809022433,5.259754318498803,1.18990810032852,0.189843937990965,0.2642425937466934,0.2000648720634058
+1626,0.68438515625,0.10069197265625,0.7069588150310169,4.844209203407456,5.04937661732014,0.5856903612257092,-0.0380396420845654,0.5980761232757063,0.0115531213062144
+1627,1.00108421875,0.097736484375,0.4076413162287428,4.629534950957719,5.539837557631719,-0.0892438702583224,-0.3751990630965888,-0.1421812777868621,-1.244469063897064
+1628,0.5136859765625,0.092288779296875,-0.3984145078550067,4.640446585383283,5.106586267078689,1.4996132397913011,0.0708252528868905,0.6301997383053657,0.5331901531588101
+1629,1.35886421875,0.520285546875,2.971899686727056,1.7685430705942369,4.54897122360746,5.055158088053224,-0.6878056273197002,0.6192153195001547,3.120686869739406
+1630,0.680496875,0.09602259765625,5.836963721621642,0.756153652546304,4.726083681356948,0.2005496145731923,0.3967555902775592,5.323308699372611,1.574198704603471
+1631,0.4498188671875,0.146182548828125,4.522311611975097,1.9034631379862688,5.367981528919303,1.055997784323546,0.4603628591056605,5.680632824626482,1.8965526179626784
+1632,0.817410546875,0.18176126953125,1.580013008504553,5.501488608547949,5.02381651828639,0.5918048451437639,3.187510583844362,-1.156908170360041,0.1345812178659593
+1633,0.7685721875,0.1907741796875,4.81029580281029,1.376088402248432,5.043651933060304,1.4867494719454308,-0.0206350785346181,4.999361175913038,-0.0918136135806731
+1634,0.880198984375,0.125318876953125,-1.01520454461012,4.681331611878434,5.617419106287046,0.3221644739472377,-0.2905232864791538,0.7914053524847503,-1.044305353350406
+1635,0.93368765625,0.1136607421875,0.9244698675302973,4.401762047094619,5.624549323098568,0.6305680072358519,0.3404768337952137,1.0369947839841285,-1.2620331551225483
+1636,0.98592640625,0.11520599609375,1.0862805865410348,4.737706915635632,5.2950605505088655,0.8062024297866539,-0.055406598280563,0.1726120222806449,-0.518635682285135
+1637,0.83398578125,0.091799091796875,4.65236060732704,1.204057754245652,4.849442677467809,-0.0391442495383125,-0.2359344182258533,5.675421790074655,0.1829791231645021
+1638,1.083327734375,0.106220693359375,1.655640951020859,4.474878278920503,5.303616676504851,0.2912959969482168,-0.2017823233702849,-0.5164601304558523,0.4825259357888783
+1639,0.864268671875,0.16899416015625,-1.0015834804229715,4.805569558857731,5.173155287058424,0.445781255613878,3.7402752712052623,-1.2111261487946523,0.8694483709278836
+1640,0.950805390625,0.0808160595703125,0.2960809967663169,3.5708616461896443,5.086584911581851,0.705889919325727,-0.0311591626067626,-0.3627184797977222,-0.3858583164969753
+1641,1.230919921875,0.2969994140625,5.238151794962437,0.1861729388943354,5.550304701151864,4.779119445370194,-0.3351329070886203,-0.4040426036879158,4.463393678209602
+1642,1.06039328125,0.098309580078125,-0.9405305425393564,4.304181751034251,5.020087429666906,1.4948568739428278,0.3653499653039552,0.1226590961698203,-0.5721110656264619
+1643,1.042197578125,0.0710752392578125,-0.2219674331199032,4.373073095417023,4.775970467656962,0.4503235923025206,-0.0794595899554014,0.4374214700519883,-0.609760812483632
+1644,0.99434625,0.09314271484375,2.34066689901925,4.561974270128192,5.35016707046398,2.155060124475112,0.5260318237246825,-0.2057157301814228,-0.0015273101888305
+1645,0.843933203125,0.140269169921875,0.7487709924318657,4.401791925550897,5.613258484109553,0.119015653625927,-0.1729403569166271,0.1746354173595039,0.3675774564158035
+1646,0.990196875,0.140611220703125,0.1050954943595299,4.4388894352523,5.436412225734225,0.2902232540270221,-0.1497483993131655,0.6211009036183537,1.290179188500725
+1647,0.69745390625,0.14539703125,0.330971955428281,4.427750397198344,5.479331038920912,0.3223921924090459,-0.3091050055962164,-0.3452169328237017,-1.4545304022128254
+1648,0.951908671875,0.140724052734375,2.2277123069137863,4.97541890128411,5.342708584138291,-0.0673564272821896,-0.0396070142761738,-0.159564612421016,-0.182667948492025
+1649,0.6916825,0.155246455078125,0.1155983841815309,1.1422016887812276,4.474509283506484,-0.05717788502623,3.759611018717604,1.1640123517915908,-0.6384041471989093
+1650,0.860718984375,0.11311884765625,5.398838162678829,1.9851544943870143,5.144882744037321,0.396967074621466,-0.6485803082679051,5.696201404249035,-0.9372305815742328
+1651,0.969714453125,0.129418154296875,0.5741893622014157,4.475125181538813,5.608622017060561,-0.1607169758511997,0.078865410293608,0.3097843977423826,0.3088710244314874
+1652,0.98310671875,0.17680326171875,5.132357354534694,0.8870571063839296,5.008593318120406,0.7970515463356411,-0.1009127842548783,5.25371359955981,-0.923195859430652
+1653,0.869449453125,0.107401689453125,4.916201356461262,-1.8793175452997608,4.995262162899657,0.68835280907126,0.430257286181318,5.670440181530356,1.1903685487154008
+1654,0.723487421875,0.0974700390625,0.3115919580496871,4.4280879097654,4.937147068118819,1.1931342742935638,0.2182389278163127,0.6132332232295461,1.0967953223207707
+1655,1.074651875,0.17386697265625,5.0050990339878805,0.6235709131557525,4.9697836352821,1.84097360527346,0.4775423476211251,5.1488475906714495,0.4326857037624327
+1656,1.1564259375,0.1454768359375,-0.4089715295603013,0.6934016741709736,5.065435994095944,0.9614763080030476,2.617082726315778,-0.0072494744860435,1.8204008920362609
+1657,1.044126875,0.49411765625,4.465768022736859,0.0116751107981064,4.956867825655594,5.18736836202218,0.7506574000068617,0.1699431946459033,3.5053500670319724
+1658,0.86914203125,0.155177451171875,-0.0252809602134573,4.200526241400324,5.173480058955864,0.979831569609978,2.1082471828214677,0.3971231573188292,-0.0327478030922358
+1659,0.89823796875,0.126156015625,-0.1794883799595859,5.354749042986722,5.43007414958557,1.2013575510011534,-0.0556996094868598,0.657239442536997,0.90669009993484
+1660,0.77411453125,0.078046005859375,1.3584418480274851,4.823067760843383,4.857026202465615,1.344973191385358,-0.1780429033736983,0.7222342942088533,-0.2598782828695654
+1661,1.19652546875,0.13725486328125,1.7674729932115734,5.030271518728588,5.797490714277068,0.7227741845231948,0.2738020104767842,0.1219626137380349,-1.5264408399727163
+1662,0.72989703125,0.20633994140625,4.80279326259585,1.9944759312318747,4.6200530515367,0.8871335486870917,0.1605178787543259,5.183145075461691,2.0641170330141017
+1663,1.08458390625,0.13085359375,5.885273828298431,2.617640942139919,4.875989666533312,-0.0686806699705981,0.587735015449402,5.649924054634965,-0.054138680404391
+1664,0.79917640625,0.0700082666015625,3.685473103331016,1.699235877616994,4.696279979797115,0.4601512487283418,-0.778868593761239,5.968211327392564,1.9745783170105984
+1665,1.255699609375,0.23241890625,4.586829798853644,-0.3396202806575816,5.079805694139645,4.752701799229519,0.7143775539417149,1.212807108644654,2.6670638049993807
+1666,0.85129265625,0.11039619140625,5.203291186305597,0.4246537892145693,5.019944425169541,-0.5562302230170784,-0.7585004917449631,5.739927656187082,1.6339252256915302
+1667,0.97567125,0.158449189453125,0.7445660587372384,4.563185867905856,5.227976819456565,0.3098245037554546,1.1227325265940862,0.6811742900365213,0.1746782613221609
+1668,0.93848765625,0.16895814453125,1.6710578197632764,4.675396490782696,5.481599191521581,0.5196133635003741,-0.4067129538399467,0.0324909035711157,-0.602740607371783
+1669,0.968605234375,0.08557845703125,-1.487517660166727,5.147497682956797,5.274415065798717,0.3363314064435431,0.1151079207845976,0.3076342766400141,1.1588169729098687
+1670,0.763964375,0.114631708984375,0.9312385908965568,4.166728749597553,5.340814604210468,0.033757476475207,-0.1976131214852074,0.307966644082472,-0.8655063936213137
+1671,0.9270490625,0.1425159375,-0.767976887617407,4.782160666453937,5.662994874735943,0.2349244524880631,-0.1674031784599025,1.011168220277158,-1.4834822588108325
+1672,1.039744375,0.08197365234375,-0.2733022176161989,4.294509039625065,4.758312489517576,1.3757146192751657,0.2897320283756177,-0.1703619629740292,-0.6934277684971654
+1673,1.154324453125,0.08214048828125,0.0374691006205994,5.197440307389403,5.317208339024782,0.620066719625934,0.3855657409214523,-0.6852994371306999,-1.056765505603929
+1674,0.803701484375,0.20946654296875,-0.3367464153713373,4.471615912923296,5.247550372203788,0.9203933323750404,0.1933385724741238,-0.5164414672548598,-0.0174191249777995
+1675,0.656266640625,0.0932609375,1.3527334429259106,5.238713329236856,5.174603198947306,1.1162833230914528,-0.3073221100471807,0.1667023377720622,0.2445071363544155
+1676,0.81615375,0.17574828125,-0.142845343188268,0.6823954957271419,4.806401492037912,0.7943162311660517,3.691615093229746,0.5093667843079075,0.7628524249668165
+1677,0.862521328125,0.1780424609375,1.0130758627498544,4.624620904676422,5.504554522840028,0.8036127156104129,-0.608298971450746,0.2397736356325127,1.5498530824324988
+1678,0.5477046875,0.125366884765625,5.790658109986421,-1.497846607693948,4.977820510199358,0.7186291068780947,0.3072288938204127,5.832546987654232,-0.322278997604458
+1679,0.954659921875,0.131368486328125,-0.1095649594473456,5.350626140835275,5.849001738705676,0.3929984642282157,0.3161714589490909,0.1591798880598472,-0.6744994944327568
+1680,0.804894296875,0.19925380859375,-0.0548373900419782,4.533611043987646,5.093435044063255,0.6504722207100864,0.0160454552352215,-0.3806976593337842,-0.9923417447069977
+1681,0.885341640625,0.11447267578125,5.199037720857185,-0.9107956305136866,4.55820362641343,0.013161069392814,-0.1324949282227706,5.303197767208094,0.0322279310518753
+1682,1.296590859375,0.4646497265625,3.548971233609254,-0.7821777511612029,4.819475046877165,5.320952109655466,3.236067377709797,0.0487436071971821,1.8924228896530253
+1683,1.065158515625,0.0871765234375,2.823051408124128,4.410312235909558,4.859910701837033,0.061479501194879,-0.2948584196702237,0.7784332504132297,0.5785154223100686
+1684,0.778582265625,0.118418935546875,-0.4804619131486349,4.770866152088174,5.609319002977632,0.9693881565318562,-0.1079751736986345,0.9165076197666292,0.5045280425618245
+1685,1.4025396875,0.480739140625,4.136559914433169,1.5099571299727592,4.7653125116637405,5.292461338665376,1.8907507084075492,0.7568279911558553,4.08437787877292
+1686,1.11816671875,0.115909306640625,0.3725810442352206,4.721452163331255,5.438472012322388,-0.0228804778108836,-0.3549348841017484,-0.0659578041031263,-1.1210196682023177
+1687,1.0837521875,0.113480712890625,0.6336557903723896,3.681504806115644,5.179261696132054,0.1667327523627882,0.1222745515522391,0.2439604151764565,-0.7098965749671634
+1688,1.37182328125,0.548832265625,3.089941937184121,2.0241471408503764,4.729411747610076,4.779029937524854,-0.0860058520212406,-0.0173290365047309,3.1294198752218074
+1689,0.712336875,0.079082373046875,1.7406826605943988,4.479457357610933,4.770349564802372,0.5308627760642242,0.2207738506003244,-0.5402451050628594,-0.0698685923711131
+1690,0.737047109375,0.147312548828125,1.3590102718774115,4.886183998048033,5.225714165295641,0.7676455440331481,0.3402845600796393,0.0321256929019532,-0.8106848362923245
+1691,1.20197359375,0.458261953125,3.069615475006217,1.0344101474715546,4.610584690249689,4.515881907938081,0.1141268005615163,0.945084115380726,2.162042899699061
+1692,1.39797109375,0.455563359375,3.043485754078852,1.2147578606456209,4.577964919212923,4.910968083925403,0.1344486638366002,-0.0880153927298418,3.2867686258619404
+1693,0.723205859375,0.189573984375,0.808745917873419,4.933208116668698,5.376416854981264,0.3139469219662954,-0.1487976615810035,-0.3405474722133133,-1.6214444942673385
+1694,1.70342828125,0.17772501953125,5.065456269988411,-0.2278458547088711,5.578927431491031,0.7358401412759028,-0.0383370310033934,6.376201217184427,1.9149488367360403
+1695,0.5687178125,0.108109814453125,4.590464427847278,0.8127668270475187,4.919016941546644,0.6252629738957607,0.2855686686756447,5.8240371790624605,2.065668328187932
+1696,1.081590234375,0.126829326171875,1.056329193293818,4.89160100086578,5.630165450485233,0.8666639215909356,-0.3787597073835723,0.3757576798015201,-0.1089806554673628
+1697,0.820418515625,0.0905016796875,1.460096455719389,4.525311720775874,5.26629823840183,0.6083988921137619,-0.1108936893693523,-0.0904144768345777,-0.7244620253884289
+1698,1.324755,0.3950067578125,2.803443308878387,0.5812653007566998,4.76194204347018,5.012282498852197,0.3227042802439982,-0.0050210948423168,2.464777917766306
+1699,0.85994234375,0.154161484375,0.0510727755286788,0.6624255843513307,4.742229083892713,0.6972515916724206,2.9735240927685207,0.1794348366147794,-0.6103052518576049
+1700,0.941986328125,0.11118052734375,-0.1503232986127063,4.947130337084927,5.296807258680237,0.6835563276102063,-0.3107142191026715,0.2242220459056813,1.0462448303860927
+1701,1.380066875,0.5659242578125,2.5704255727254885,0.0300197373204673,4.788772994955331,4.976614365985875,0.4624891468777584,0.3633676759878109,2.856061051309744
+1702,0.887281796875,0.132303447265625,0.00066747374022,4.689556976765169,5.151468839537692,0.9036422029828332,-0.4999243303822004,0.5783864973226562,0.7887443852498467
+1703,1.0830571875,0.494331484375,3.767343129701751,0.800480930850745,4.341436341798277,5.051889988484116,0.3440577481969894,0.262422260113793,2.7900440089791347
+1704,0.7144615625,0.152529814453125,-0.3297525478560885,-0.6687109077432135,4.653373827361324,0.2818873277772258,4.012552746177517,-1.4211885970051212,-0.0101184907640912
+1705,0.678913359375,0.094756982421875,0.7525174736817614,4.32058605390561,5.316972322409172,0.6593476439441227,0.0870895326670865,0.2793703474874961,0.6011079077330113
+1706,0.6331448046875,0.100861806640625,0.1057126125048703,5.523345746454607,5.2629775173149405,1.2440049579843275,0.0271972923225157,0.5320544232649381,1.126701799209782
+1707,1.11682953125,0.41974796875,2.381170797839768,-0.5534033401676182,4.724268498850239,5.059577913264376,1.9226654044586475,1.4679550405016275,3.4135580257478177
+1708,0.727578203125,0.113857568359375,4.755626892554605,-0.4765961679318185,4.824423109089132,0.6525004516940951,0.8157684829193453,5.118134669270948,1.6674403940535083
+1709,0.8319628125,0.14892921875,-0.3058359089224566,4.684375274738225,5.8253533194063465,0.6117912778162787,-0.4716303255363867,0.4063892813943071,-1.157289392876444
+1710,1.159099609375,0.125641728515625,0.4720398711791274,5.244770533704546,5.279528413741145,0.6359315733293052,0.1245491247921323,0.4118947458906302,-0.4323233585456253
+1711,0.66463703125,0.0961822265625,4.315813990393245,0.1274362567980841,4.653836324610974,0.7536625251073484,-0.5604222178138312,5.405458940462291,-1.3985305571230129
+1712,0.889317578125,0.095905576171875,1.0015919659447134,5.017108470438332,5.261483356208014,0.1398589138012827,-0.1115302445060085,0.1515833727557955,-0.4247603698292254
+1713,0.676200703125,0.079569658203125,-1.3495131254870434,4.785066002868503,4.988894339585355,0.6775573500348495,-0.0919087212453943,0.4282391980200054,0.1343902549703496
+1714,0.905336328125,0.096799130859375,4.709222702875011,1.251868514939993,5.103000358576554,1.106584744989468,0.2633810912672127,5.528142001235966,-0.1678818844502671
+1715,0.743535703125,0.137803955078125,-1.0271022715229832,4.351129935436826,5.690868416083842,0.5756674335521514,-0.1266702945562874,0.181457929290206,-0.1808841588721415
+1716,0.88361,0.15231017578125,-0.365442822526076,4.412147626864879,4.822624100904981,0.733380342823301,0.124804236334478,0.4547815946409268,0.5265919358603852
+1717,0.917117265625,0.155458291015625,0.3184078514280561,0.1169198220520154,4.612051691824662,0.4351530231203031,4.035013592035771,-1.3143095621504255,-0.5164770989589852
+1718,0.972386640625,0.162526884765625,0.5908091149551782,4.58086754417349,5.169120820864019,0.8318356087144986,-0.2937787490696739,0.018662982274596,0.1550162504920325
+1719,0.766848515625,0.18716638671875,-0.0651115323688077,0.3880757704439657,4.445219096317014,0.4852329362592835,3.545451026766293,-0.6683155060535395,-0.0564718788578119
+1720,0.820817421875,0.125260068359375,0.3721509151924571,5.085454920646193,5.596064313595123,0.5430950988333074,0.4070668147535766,-0.4007851434043575,-0.4895740731205824
+1721,0.874823984375,0.15021103515625,0.3502224615593702,4.724075320660215,5.331020529656538,1.0834459312768574,3.037775448826704,0.5113101754015215,-0.8088499980154936
+1722,0.5313506640625,0.16982048828125,-0.9515970396698662,4.897950906559036,5.588822471946999,2.0890656335794358,0.0902758445515311,0.074241750897982,0.5390595267456562
+1723,0.716600078125,0.14480591796875,2.5300918399025507,4.919361694663051,5.624515572071246,1.4272210187330634,-0.3421807873983978,-0.3398053112282114,0.883238374905414
+1724,0.82710046875,0.14291921875,0.7080216524572128,4.09209196454353,5.77173652137146,1.2641330970308653,-0.077765134583529,1.036915720808696,-1.2031083605351005
+1725,0.812373984375,0.194216953125,0.0734026566427114,1.0326300813111973,4.818785258913819,0.2124873405275516,3.1466875167789445,0.1691227729483393,-1.2132900623842844
+1726,1.018371328125,0.1412893359375,-0.3196256938581459,4.434881807972712,5.237909478555062,0.1002323723759555,-0.0973980370068603,0.1349652071371506,0.6545636947592871
+1727,0.794503515625,0.158098740234375,0.4730104078598673,-0.0891303714060052,4.7698519266630806,0.3247470185289451,4.046058870617796,-0.5252562627590337,0.1045933194178275
+1728,1.0161646875,0.083317880859375,-1.6077660812817347,5.028047363784595,5.042985412606861,1.1591832293406616,0.2860069828944094,0.0552319128648425,0.1973235763521271
+1729,0.827289453125,0.190067265625,-0.3324247438877343,4.329799451776304,5.365406102644807,0.4521003732767258,3.815178527068567,-0.6187326678638667,1.170715609185394
+1730,0.94504171875,0.163247001953125,0.3187141360976689,4.732769814323061,5.7393757933247365,1.0090851107044392,0.378557570028576,-0.2905592204502875,0.4353395013985658
+1731,0.87598046875,0.156112412109375,1.6433369771780926,4.4204230424906905,5.368382747175313,0.9598535009792686,-0.2189533831577632,-0.503943257779087,-0.3584633211287048
+1732,0.822281796875,0.109051962890625,-0.0045573830933491,4.986929696997681,5.733387008125329,0.473098053338725,-0.7250816686914161,-0.3240229521142709,-1.0787835908568837
+1733,0.9327078125,0.1473239453125,0.551277575922597,4.220497594897766,5.253338904167267,0.465515262942675,-0.3428755507077378,0.43203552250319,-0.5780877161862154
+1734,0.8604753125,0.1026723046875,-0.2813012306703918,4.998682507616484,5.163574016049121,0.2305858845302807,-0.0718307455197931,0.1960726736369969,1.18259945546327
+1735,0.884572265625,0.08421623046875,5.067052491185776,2.35316730922618,4.986705462942492,0.2256431098497249,0.6936028450582649,5.59701846674427,1.5313775894788422
+1736,1.3283165625,0.407760078125,4.420145455472952,1.099720835514285,5.296816972964648,5.557654948576302,0.1003711350937253,-0.4871494290468565,3.7427145256845655
+1737,1.6590675,0.108310244140625,-0.4104541273720046,4.605099122681498,5.392241652491007,0.4526862651452634,-0.1265768770857449,0.450266971850647,-1.3716593088375977
+1738,1.134454765625,0.124718779296875,3.159378343094795,4.265147576802587,5.598692104566654,0.5151919657351721,0.0485222016657357,0.5418782051201463,0.2200335531669671
+1739,1.018159296875,0.418587265625,3.302028213680138,1.3029458065246378,4.854988461926854,5.2827052989766194,0.4880731996574732,-0.5593417023754805,3.550139812240724
+1740,1.58017390625,0.26949802734375,4.344619662268426,1.7957781816675689,4.387443936024483,4.03385322862478,2.181047507236633,0.0752612868311153,4.232466709472232
+1741,0.84371765625,0.11133955078125,4.394485380820093,2.071807086392858,5.120019864651087,0.8257117764805519,0.5692593172670708,5.890416673833961,-1.1250642514887428
+1742,0.798170390625,0.128203564453125,1.202477236779315,4.860749239200035,5.254816982931561,1.456663871184369,0.2612864049555972,1.0170490833961714,1.1264325781448836
+1743,0.817907734375,0.1217794921875,3.816266064900855,1.853082943396348,4.080214950117231,1.1536191529440958,-0.3335696052917647,5.985121575079748,-2.01988681479034
+1744,0.465503046875,0.17169640625,-0.2722016109334376,4.698980165923237,5.466421103156264,0.6228349140223414,2.438757951876283,0.1128412862456402,0.2853933139373836
+1745,0.853120390625,0.106951015625,0.3099823869231048,4.939654127694484,5.284621523386176,0.3500239375363793,-0.0503609065661176,-0.0972489300221043,-0.3634180606072637
+1746,0.793163671875,0.0594176953125,4.511274942384006,0.3540420046307309,4.797141017808932,0.1672117304269268,-0.3376194600457373,4.995573746178012,-0.6773520913274557
+1747,0.695075546875,0.12460896484375,0.0128683400603247,4.281515875474325,5.540278098607548,0.597212670413557,-0.058380934941373,1.089318564978509,-0.8299824460865024
+1748,1.0283946875,0.106326318359375,0.5830365128451598,5.688814454140103,5.6367965753379385,1.081920141141522,0.1846160678933895,-0.1367433231449734,-0.8704474412571397
+1749,1.40260796875,0.623190625,4.295665407699002,1.5737146249473517,4.543192901096964,5.381605439544587,0.058224657147402,0.9519987730738556,4.529684519676208
+1750,0.9497059375,0.115747294921875,1.287194611197077,4.528901114138756,5.4317915151633285,0.6861327220299658,-0.3531854421345767,-0.1754924645733565,0.9731371273500828
+1751,1.041326484375,0.094714375,-0.7072885968337176,4.642481180330982,5.669061932136316,1.07482262050961,-0.1372755364777093,-0.3218670010061326,-0.8296477446951458
+1752,1.2590278125,0.24274646484375,3.784758641968666,1.0845930386257652,5.085629316374991,2.8170557681555124,-0.0919926828621583,-0.146334986978833,5.1557450718160425
+1753,0.878332421875,0.181662265625,0.4669449892110402,-0.1658596164707466,4.902048780000204,0.3048817383347361,3.3496805529901827,0.1372820347661263,0.1137200421528464
+1754,0.77066078125,0.11186763671875,0.8538238653197507,4.618612356335653,5.6377189051478505,0.1670195839004308,0.6276772427673083,-0.0981119213641854,1.1342178248361845
+1755,0.95533390625,0.139191396484375,0.677313298179164,5.112124428210167,5.539745034523802,0.3360106620498503,0.3971625243730602,-0.425673287577064,-0.3856590811057096
+1756,0.823995,0.21650853515625,4.9409287619025655,-0.3540504564790173,4.87250091107336,1.4448331903478313,0.1221844012304889,4.724218997445071,-0.7267038529557095
+1757,1.061161875,0.112302109375,-1.175931993931677,5.35764612943276,5.45907808717326,0.9114689640606192,0.0218493630628661,0.3804938068329418,-0.7956021761780434
+1758,1.036113125,0.154107470703125,1.619829942769308,4.869673911417907,5.718925411536817,0.1939411468613993,-0.1985778615511733,0.5819827034125853,-0.687604102973721
+1759,0.296265078125,0.143449091796875,0.2869457085638272,0.4406200633453184,4.868077276816571,1.4757327896187484,3.761152759914024,0.8344026252202641,3.2809761104917388
+1760,0.76005109375,0.102333251953125,-0.2970691234384386,5.380626934826874,5.321838144762183,0.8657281567229848,-0.3637854019260232,0.3717279244781812,0.2510051386584636
+1761,1.293912421875,0.716246015625,2.906974997420439,2.319039511643981,4.780459953290492,5.416415871943174,0.0544189576482236,0.7758996994060114,4.41186809184405
+1762,1.0403425,0.1521007421875,0.3619608713878656,4.050898346222525,4.9074616376142846,0.6900124794733592,3.610616341594557,0.6109112785396484,-1.4013969598096814
+1763,1.489819375,0.26676982421875,3.6100302179338777,0.5454133258424859,4.48326475148693,3.4081515971433887,0.1912703068585009,0.8663796225940384,4.527354933777657
+1764,1.069461953125,0.14062802734375,0.9658314515310282,5.093086316854898,5.603886104153542,1.0397263038717417,-0.1552197431405218,0.2565385890764804,-0.5024939863062071
+1765,1.019896875,0.087417158203125,-0.5495752676682935,4.9985973728002655,5.03092375882864,0.9292747906170232,1.3667273435981824,0.2538997272601253,-0.8325626599054189
+1766,0.907250703125,0.091257802734375,2.971354149235276,0.7173869730875684,4.807622296782182,0.4836648278795999,0.6971728080365528,5.6108235198261465,0.7236011207118684
+1767,2.667779375,0.5073235546875,-6.0469834769258,9.482278261471034,-6.055190155121712,2.200656399547773,-1.6640117326811468,3.8082026651224594,3.1410909696245946
+1768,0.87152890625,0.099638203125,-0.8734848596698555,5.4938002471156135,5.301662215175637,0.7359963427817433,0.0892289821812716,-0.2840346018567915,0.4187708957679124
+1769,0.75344375,0.120284638671875,-0.0382185019312551,4.640934089967363,5.305861698197209,0.4877683742604554,-0.0076344245583786,-0.0738504835897423,-1.0832038452136736
+1770,0.895613359375,0.102349453125,4.490555091783064,1.3102516184061586,5.2806914977165285,-0.2102079997704614,-0.2457026673904013,5.132440819118138,2.035350700724865
+1771,0.5681157421875,0.1927344140625,1.538961444817383,4.741246081147965,5.390188343811723,0.7694101631058132,1.8975988316041328,0.0513931152312535,0.4402979977931367
+1772,0.869077421875,0.1931220703125,1.389701160161892,4.759427280696141,5.722161088581244,0.9190262945072054,-0.0819947586140661,-0.0207668592112887,-0.3424335819542123
+1773,1.448225,0.3730878125,4.471823387734302,0.6183534166017876,4.557300630882881,4.913741904412347,1.019696373659706,-0.2082017080119832,2.830230379900047
+1774,0.9640225,0.113966796875,1.722517012037677,4.912156885849813,5.506756828035364,1.2501249048701355,-0.3417999295025622,-0.0828161382719069,-0.2781151791393093
+1775,1.005814375,0.090171025390625,0.2247365238371608,4.455212161404937,5.37028557885843,0.5614134423782873,-0.3140346022902803,0.1225248714812558,-0.0357591340008926
+1776,0.747757578125,0.1508609375,0.9321291259589468,4.242018202051451,5.265107077765063,0.5260940115285703,0.2313471343637921,-0.5396270361158773,1.2132734040403688
+1777,1.120741796875,0.12238078125,1.591631612360728,4.3374312335269005,5.183262607465205,1.004010115680713,0.4179349570372685,0.0633529181318901,0.0152295908616727
+1778,1.01,0.12792572265625,1.0609624049274218,4.7324058588646505,5.149790568907944,0.4060710120060347,1.9170220014611128,-0.2816466941235924,-0.0290133852313446
+1779,0.897696875,0.10748330078125,0.036709724739671,5.587916502762421,5.570452186136173,0.5820612981441303,-0.1179290778699092,0.0930128670547816,0.4196683565277314
+1780,0.9236865625,0.12250740234375,0.3834952591602488,4.355371194995656,5.396581306383345,0.7154834864728565,0.2036364816864395,0.2534366839587925,1.3552704906357351
+1781,1.02490171875,0.131342080078125,-1.0431752688719056,5.004767669432605,5.415558656218147,0.5607483414482691,0.0397105278803142,0.1381199563842818,0.1670530823611648
+1782,0.86161375,0.11926806640625,1.555147379313616,4.660965286503437,5.45087007079772,0.4270547696894815,0.3186415884063799,0.6219840888810597,-0.2607566861446434
+1783,0.956055703125,0.1821885546875,1.0878078247143368,4.993397794810573,5.558375036201846,1.058879242811133,1.385294898950356,0.817512501151645,0.4630568516619969
+1784,0.5794064453125,0.11157359375,1.2557316972635308,5.041055188115124,5.042689981943443,1.9048322604086605,0.0347086168904193,0.078284008187558,0.3274898650165592
+1785,1.160624375,0.10166833984375,0.8107688789576541,5.048669412000882,5.869038572820208,0.450766593093472,0.464725519372302,-0.6304959931259244,-0.8904151530162542
+1786,0.81085453125,0.3872053125,1.4290815252328508,0.3642355897592144,3.2370117744240443,4.06848559644501,0.0528702201506313,0.137140141766804,1.493601981246665
+1787,0.885644921875,0.107896181640625,1.476956186951334,5.289641114801071,5.426048061265117,0.7783215538602316,-0.2335114751883567,-0.0498686504264315,-0.6606429006290375
+1788,1.66063390625,0.18039306640625,6.33867166708029,2.6661184324525182,5.651440024388333,0.1976487097423448,-0.0044978032167549,6.071407741504896,2.365359316510112
+1789,0.936855859375,0.1202336328125,-0.4201095736497234,4.511213590234808,5.651774767963578,0.5091284760435333,-0.5060744113050926,0.6099759184382573,-0.90605857489429
+1790,1.1064384375,0.119100048828125,1.7674187910797308,5.082938129477989,5.466772789856274,0.6042515038201325,0.183204591616393,-0.4978868513420823,-0.0147109393576299
+1791,1.32765671875,0.6001484375,3.5643095668116667,0.586406637337934,5.219957187254143,5.487635539207459,0.4472929994076497,1.1914728134801196,3.993568033966179
+1792,0.7656334375,0.126739912109375,4.774257098025227,0.6568482170911368,5.218034297020175,0.524137757673924,0.0947266113608733,6.040618358188175,2.4790885591774177
+1793,0.81830453125,0.1529780859375,0.8038404861052709,4.779223018329514,5.531924308636158,0.8105705384780038,0.1630675646145422,0.1462639203244879,-0.3289416499892107
+1794,1.111732734375,0.1396324609375,1.102302794346461,4.801020670293538,5.5575246992602,0.7344205443762221,0.0821306795459006,-0.3069313064657248,-0.9369577000781628
+1795,0.8148953125,0.087756826171875,4.589812047579432,-0.7382593127501175,5.223567887318321,0.0831594058975063,0.1803444383435944,5.475415917270086,1.387816590939041
+1796,0.931395546875,0.3976803515625,3.1119707753346324,1.3256250772391287,4.626550912667299,5.084563245004696,1.1205682303113522,0.1993229109804863,2.9445736711111903
+1797,0.79991125,0.153999453125,0.236328190841474,4.864773090370568,5.345855864312102,0.5553995493365008,-0.1593103234476542,0.7889790238323001,0.8221133630415524
+1798,0.7920484375,0.1058582421875,4.633132848397814,-0.610748905722745,4.849521232893472,0.3679692291863106,-0.5448655753631614,5.767037663633092,1.5065971730347638
+1799,0.75895828125,0.182723828125,-0.5765998221313339,0.1878801467430607,4.376172527107594,0.3996733189231928,3.689551508598235,0.6415778893353328,0.0967563082094636
+1800,0.89102828125,0.152013125,-0.1164093550885275,0.0369864781348201,3.9871226367310535,0.8104799391330179,3.082347669629667,-0.1410024199018494,1.037595672954248
+1801,0.83620296875,0.091542255859375,0.8642264595018765,4.8892908082757565,5.190845177728281,0.7307868828810821,0.144670872892538,0.3943211473091743,0.3360124191228537
+1802,0.89922828125,0.2413340234375,0.5973940427408919,0.2871918902777436,4.621315123684921,0.5421240640945435,4.034507237120468,-1.138775269407057,0.9091965127450184
+1803,0.89994078125,0.0741483544921875,0.0902792867337348,4.6585358359471805,5.401293286167817,1.1372409287359535,-0.1493342816472647,0.5136959062898186,1.1234325059217485
+1804,0.8153709375,0.09979482421875,4.207761042014733,1.0566699401342787,5.353125862394236,0.8454653361928559,0.1835917023949733,5.367762651502956,2.29857584019435
+1805,0.89826234375,0.147246533203125,2.622664902186288,4.4255754043021405,5.557450438609891,0.5699520644442699,-0.2509919533388093,-0.1063054977586007,-0.1880084881093665
+1806,0.9407103125,0.161543310546875,-0.0701432465045032,0.1901532031632202,4.736465569380551,0.7361743319211627,3.165026762345566,0.6205635330480787,0.2795725660382562
+1807,0.60925125,0.131280869140625,0.7239520090948007,4.829417327476117,5.40270817869974,1.585828579168157,0.3756950604785902,0.0575100546198699,0.6097748065522297
+1808,0.768313359375,0.092960888671875,0.9161967274931362,4.558090896974283,5.037515879987841,0.7050587156067099,0.1228378450482468,0.562546322282913,0.3450097458691699
+1809,0.814099296875,0.106007666015625,0.4195496515226046,4.858867677914253,5.2883492445293525,0.0061804999606343,0.2024416717406366,0.0059482052899494,0.0873362759882724
+1810,0.884432890625,0.09454634765625,-1.2359684056846918,5.114445503536188,5.482705284585749,1.527204663430873,0.5116505162659345,-0.4636322981734913,-0.981422847461646
+1811,0.8309859375,0.158335185546875,-1.3834007565716018,4.760931589017363,5.39359551881882,0.7990096672770552,3.2953396069898253,-0.2604501603459266,0.2559400155555912
+1812,0.71292828125,0.15893587890625,1.1684383210275384,4.457761018318326,5.3220367302198825,0.1668286583371028,0.2265977439621632,0.4191972409989214,-0.3025536415235482
+1813,1.93036703125,0.1995903515625,-2.954835332967665,8.333290910622358,6.137791315214888,0.8751482270674863,-0.1321185983673942,0.0405330248811675,3.688832760072934
+1814,1.4503003125,0.52767609375,3.786829871464431,1.3227850016947615,4.865910981401394,5.440187014025863,0.4142468053847841,0.7354698514586555,3.7832114321372656
+1815,0.830855703125,0.0903840625,4.640704564199319,1.4332502195582053,4.499220904243075,0.3347516134322963,0.3004241848269078,5.382122310122349,-1.097978900714512
+1816,0.883305078125,0.088676171875,0.2511479798893775,4.86025754757847,5.451476931117697,0.434082979978425,0.279407803499847,-0.4276785325098332,0.2292420669681293
+1817,0.966783046875,0.08777962890625,1.045010506785887,5.66215258311586,5.333628228537274,0.5076116955930781,0.0686081898244417,0.4054508230857562,-0.7687695993112841
+1818,0.819757734375,0.13122265625,1.372572895611482,4.881453571023163,5.796800989425371,1.0419237340953176,0.2497387783296817,-0.0118117253978734,0.5038888613365513
+1819,1.71059578125,0.3137517578125,4.433813431117885,2.594967018386084,6.06348953553947,1.4706694379147998,-0.2905072649743997,6.6376773654781625,-2.53113019852397
+1820,0.69525203125,0.2033226171875,0.7943868760678926,-0.7138384674560099,4.72266124905624,0.8478943359532456,4.448059533849172,-0.7642357387555729,-0.5643578144382861
+1821,0.783501484375,0.113578525390625,0.9393201406561704,4.767948779659604,5.427623976011144,0.4458943028314052,-0.4086539432744841,-0.1159960209691148,-1.3349866786000952
+1822,1.013123671875,0.150737314453125,4.113686130772632,4.152668189853711,5.549612449682162,0.6429086792441299,0.2377879101691558,0.2542060707402312,-1.0953098446281628
+1823,0.793384609375,0.144875546875,1.808302045146337,4.439110391023115,5.390911943967599,0.001932702530897,-0.0834869675182644,-0.0980565409312422,-0.5609830614708414
+1824,0.8943478125,0.129550185546875,3.2350388050043524,5.034922338520556,5.36921595683149,1.00592670746153,-0.1427540835266553,0.1253715752721086,1.1113639046512158
+1825,1.109307421875,0.1111751171875,0.4585329919510443,4.550461818143956,5.102283431919942,0.477512084461417,4.498390266101739,1.3555183764794485,-1.4524534608590334
+1826,0.68183046875,0.107155654296875,4.520465358602471,4.242102130611504,4.733628697995355,0.3454155668131903,0.1522980472235261,-0.2355814843604899,0.5788605169918553
+1827,0.8803728125,0.17264275390625,1.1541186620858708,4.30149773087785,4.63359273427162,1.525885880652288,0.4708088190817485,0.0358214921190691,1.394140014334163
+1828,0.9680165625,0.138053603515625,1.6784199768435868,4.705656535888779,5.616832417380839,0.9265958727377148,0.045447666497366,-0.4866149538330353,-0.478543251641559
+1829,0.87513875,0.182754453125,0.5975112773247311,-0.3846471491967385,4.432833865850793,0.859395091483315,2.161561896795996,0.5123032652611486,0.6577454307799687
+1830,0.961424921875,0.16407392578125,0.8485831725069531,4.387369605174362,5.353825174729632,0.7208958490420768,2.1076562518294426,0.3564288713838096,-0.9816950404671848
+1831,0.888408046875,0.0671655908203125,5.169085583116603,-1.2455007742040418,4.724728739304134,0.5010889522777943,-0.1734159792847666,5.740414633038538,1.3650826930769664
+1832,0.93467125,0.114864541015625,0.6001682618007027,5.197275941477535,5.250954386277343,-0.066795911961185,-0.5875071117645785,0.1257981486384543,-1.3049778635926177
+1833,1.054601640625,0.113025234375,0.1209714351749425,5.1934790640857385,5.478729908248917,0.5472186236500265,-0.5326556661189059,-0.1568025810154964,0.7151957230659712
+1834,0.8102828125,0.124974423828125,1.391680381928834,5.229331060399915,5.718905963500927,0.7777817844915532,-0.104924167686822,-0.1301852024070123,-0.8230752413413412
+1835,0.921132421875,0.14599892578125,0.4175955430907034,4.508292826254762,5.716127709590693,0.6633675652484289,0.0430879669664902,0.0809293339408201,-0.7419157174844461
+1836,0.7288075,0.1791118359375,5.756907068955674,1.292117040771407,5.216647502239067,0.981355169346754,-0.6495432887604236,5.855722698356184,1.542829342564433
+1837,1.2518190625,0.577626640625,3.542615965408541,0.6764870304224351,4.922482247543975,5.013221268058717,-0.0518540973914247,-0.214766568843277,2.902999872508759
+1838,0.86681046875,0.109860302734375,1.7156460199019523,4.853263602421823,5.198841422233781,0.6817556190083571,-0.3022292937197115,0.1939429033930236,-0.8385682674937109
+1839,0.7950834375,0.14905462890625,-0.498468745126748,4.535315700407542,5.480694008245954,0.9805093231226688,-0.4046751192516353,-0.6024888513519665,-0.2524275727493505
+1840,1.91832734375,0.22693220703125,4.648849790731775,2.2402557700828942,5.552415397083553,1.3462313548568698,0.615961064245503,5.988714373780027,0.1984114923671026
+1841,1.0529953125,0.11624595703125,0.4179244846480854,4.464019843695803,5.596099444864673,0.5993696653347246,-0.3517706547039002,0.1418954735128722,-1.155721481505434
+1842,0.692972890625,0.17802146484375,4.098005253649402,1.441898315914648,5.068184024936594,0.8325088460874751,0.2465145135898681,5.704629866591607,-0.5139092808854527
+1843,0.9198084375,0.1027983203125,-0.0582768920960378,5.068022556494691,4.847453471473265,0.2770360952397896,-0.3049006048189867,0.2705909819078398,0.2696179479039273
+1844,0.817575625,0.082417734375,4.057678339476319,1.904878225957844,4.827707947814645,0.3861297457727123,-0.2904177569812891,5.694804196967312,0.7068937463376784
+1845,1.201841640625,0.2118183203125,1.81868657832406,3.760514470880022,5.280692753747301,0.6266108434704583,0.0696116627286751,0.2164376917194833,1.2080635284471433
+1846,1.201847578125,0.142638369140625,-0.7015816420816319,4.685020253967393,5.626087924204703,0.6399176202124695,-0.4066291733956058,0.1751758709148593,-0.0996020602992816
+1847,0.832759921875,0.126385849609375,3.6779211820379554,4.408032463068704,5.327491625638211,1.1555158520052506,-0.0429683400262947,0.2891256488544598,0.9883221369759696
+1848,0.706901328125,0.0730687744140625,5.003437298260852,-1.158726203591582,4.856053345173066,1.096242673706846,0.3671350141061412,5.428296759301687,1.3504543841135708
+1849,0.7732303125,0.129891630859375,-0.5836484786681297,5.886194960828794,5.434191272479888,1.3406694346003256,0.3482048587594746,0.2333406376791269,0.4189968095757443
+1850,0.32288591796875,0.0810075,-0.3789546655946763,-0.0825492259811059,4.625178517167839,1.048797043787845,2.7943412397765792,-0.1580491393131738,2.054839001729023
+1851,1.039160234375,0.11764,0.7979707735707543,4.087401629056824,5.033802592630114,0.8811471388634157,-0.1021891038729998,0.2828908326616502,0.3229907586368353
+1852,0.931698828125,0.1395724609375,0.8778227304486034,4.826818683896396,5.428438192793116,1.0756154943484364,0.2432817436443628,0.2599115733411286,0.796334539535632
+1853,1.054032578125,0.073523046875,0.7672340740440214,4.66426833472294,5.10420257067278,0.888213032701185,0.7324623507286505,1.021635668147471,-0.7240369964770251
+1854,1.474325625,0.4383394140625,3.974232962914678,-1.707564516985704,4.933606714224032,5.32219943724445,0.0633420270955944,-0.6600596930031016,3.772724533585026
+1855,0.949353046875,0.109203193359375,1.736706647070824,5.153445362662691,5.439136914692745,0.7212495219696587,-0.4097473481311555,-0.3659705170907268,-0.4070892667900783
+1856,0.7035853125,0.0810639013671875,4.445808647838016,-1.438935559568464,4.652125072958899,-0.1067651987790081,0.0906555907902592,5.386194088472109,1.153633796536036
+1857,1.052411875,0.108002392578125,-1.0622986160435088,4.6858379646506325,5.574149573193379,0.6746727009714162,0.0875496200825757,0.7984031141172225,1.3075755359959436
+1858,0.648430859375,0.151063173828125,-0.6956369858473895,4.579091468273411,5.20573419765022,0.4887498727469285,0.4297381245332261,0.862092064180308,-0.2601561458120659
+1859,1.044640234375,0.146611630859375,1.1135786555007487,4.268901439450061,5.173074581738242,0.2263749721532633,0.4514589622710647,-0.0974436675624347,-0.3436169790955996
+1860,0.802100546875,0.102365654296875,-0.2262970877937436,4.536015401796042,5.061257978865156,0.899608082986207,-0.2542745943622307,0.4286071447684601,-0.2367888848460283
+1861,0.671897109375,0.141949443359375,-0.0727127869750565,-0.2100519405956703,3.611691993093199,0.1715684700073714,3.0524619414709004,0.3619589132632583,0.6502869085960874
+1862,0.933834765625,0.17429064453125,0.517960706475218,4.411443577844857,5.618502582777723,0.9593389807008524,0.0691450317546743,-0.351114104934906,0.8180486893693253
+1863,1.193523671875,0.092268369140625,-0.2761594899856359,3.969396664368764,4.810675084847139,0.2346032516388492,0.2809630426899068,0.1954095378268233,-0.2976216341959656
+1864,0.743913984375,0.162298837890625,-0.1775628306953095,4.589244858584216,5.468738820564943,0.7549282385166981,0.317592115642245,0.4327954418786555,0.9113907246243012
+1865,0.98818875,0.4951000390625,4.917834025556516,-0.2332110314382878,4.710102803595902,5.486852345803113,0.5035565181811781,-0.7735640632794013,3.7580076626517296
+1866,0.880714765625,0.107512705078125,4.939703293338168,-1.0834568048714526,4.956664762809531,0.5881484438589756,0.5809991790318617,5.675458279373728,-1.1137308342668502
+1867,0.86165515625,0.129820224609375,0.5711895051766979,0.3609295725741785,4.809080742105256,0.386805060036718,3.561028152017701,-0.2400038550852583,-0.2281456368243835
+1868,0.844086171875,0.099632197265625,-0.3720510736861877,4.694669282875033,5.129311160067194,0.1301200505106194,0.2176661885127146,0.2212602616048077,1.5992709278729762
+1869,0.645155859375,0.07897015625,4.66457584568794,0.4053794725413588,5.171529698590432,0.3710812614853592,-0.0353929511487956,5.672471753434937,0.0893235246115738
+1870,0.814084453125,0.16664775390625,4.580312504574702,-0.8612303214612327,4.876460633759506,0.7248199892771441,-0.0797915485844209,5.817190603662054,0.1754737240448553
+1871,0.98988671875,0.089813369140625,1.1137553066099586,4.7097340601400015,5.3105282648531,0.6883134921869071,-0.340514860430267,0.8912963962755815,-0.8468272718652918
+1872,1.204574140625,0.130830791015625,1.2089344399168995,4.783359661791398,5.0897800590606606,0.1836991942540143,-0.2864417473918911,-0.1981016918675184,-0.534581729228831
+1873,0.790205546875,0.1194391015625,0.8648690002375292,4.200733209752196,5.221821026554832,0.0412066805208358,0.246863247217627,0.1122423884968202,0.2212678029946778
+1874,1.39421390625,0.4650248046875,2.362306281977113,0.2059061369883199,4.917549577221516,5.3608108199699895,2.089749715881049,0.6032739736077091,3.149758427908775
+1875,0.992199453125,0.438485,3.2941542043683127,1.610398096702704,4.769596627309813,4.510360520129312,0.592315469687091,-0.1862748891756258,2.3051780634077685
+1876,0.952807734375,0.14642259765625,0.884738371829288,4.648910597295393,5.6733381711778685,0.5344855056162964,-0.5785824086741407,0.5981717859659744,-0.5920687863380478
+1877,0.879671484375,0.16417595703125,-0.0428611386753926,4.172541519615162,5.040026845983338,1.1842594506777089,-0.1980333051660944,0.019038925487132,0.987649563796047
+1878,0.85681109375,0.0796200634765625,0.0022544054010685,4.769094485309926,5.216523848391902,0.1019801778725572,-0.0331596756796496,-0.2059149168909884,-0.7653184764506961
+1879,0.9047340625,0.454715703125,3.027823441912642,2.0800689213389307,4.939343854387379,5.211968641435507,0.25126128877522,0.6332735301405708,3.0195604418274864
+1880,1.0776234375,0.093931845703125,3.761309296098815,1.7258853025332488,3.9588651105977513,0.3603591662824356,-0.1952398196349642,4.897493687455961,-1.096098506652021
+1881,0.81705296875,0.11570767578125,4.572291410638778,4.580765630304035,5.452128926452508,0.4295362805013343,0.116520897160031,-1.489360481236676,1.079680836049696
+1882,0.837087421875,0.12826416015625,0.4390390376650777,4.7326843019535305,5.373729066552017,1.0742097610555013,-0.0327922129653167,-0.1040524946270707,0.5080550500135994
+1883,0.841764609375,0.10270111328125,6.140595951795587,2.0587345891590654,5.1520040503593405,-0.1582264992717909,-0.5109872519611146,5.360639559918244,0.7475583923801615
+1884,2.17801796875,0.23979564453125,-5.911095136690301,9.337275604323628,-6.186435306686268,1.9755133028895653,-1.6145323919582557,3.496127097442778,3.6164384570150494
+1885,0.885687890625,0.15517625,0.8569636845426574,7.247811298738767,5.471077645911183,0.450746385734413,-0.5483981409089549,-0.0209621656328859,2.3016885014795747
+1886,0.931348203125,0.0651708544921875,5.13479610981936,-0.3869556878051081,4.7538279736490905,0.2022729549524805,-0.1140947930702516,5.411611784513957,-0.6084874185778396
+1887,0.767199765625,0.10610248046875,0.6174515530429399,4.951629249599347,5.43488460297342,0.9910631437013356,0.1921155557795603,0.1984185574100651,0.6340598222342727
+1888,1.128212890625,0.1271605859375,0.3710448777684916,4.400753989769872,5.4754013264733015,0.4570095381120103,0.0349778779694027,0.6084938879541537,0.8242239282964481
+1889,1.53595265625,0.188007734375,1.6803104282440688,4.799492165410904,5.958178371691454,0.8002606122790417,-0.1151292962177022,0.6350355138538964,-0.3205424930996425
+1890,1.265639609375,0.085494443359375,1.2596445937155292,4.567606419548778,5.874186471333305,1.427910491831735,0.6027208368538306,-0.1018896411419016,-0.5806262301709485
+1891,2.6417175,0.2507822265625,1.2991827017017266,6.424488870961507,6.1651020351318815,1.0268239388480815,0.3858966049724882,0.4595759296784486,1.4987010175580464
+1892,0.746861015625,0.12342736328125,0.8549863512081637,4.165644322743019,5.024067787355179,0.9950653087618536,3.33610148156161,0.2080282346541168,0.120512396297587
+1893,1.01305171875,0.115594267578125,0.8463777584461039,3.964568441361072,4.505790025358283,1.160976077530696,2.118063968744293,0.2794019981202583,0.6684370890033471
+1894,2.383321875,0.20244173828125,-2.7963914422811382,7.821081666832356,6.244918814447763,0.9130370397852507,0.2324589686408308,1.903726069351772,3.2482222378456105
+1895,0.6548694921875,0.146941083984375,0.362764360579803,4.833801014641961,5.536759706645276,-0.1803368438445661,-0.3357647561388678,0.6210124534251206,-0.673712496985462
+1896,0.84017578125,0.17644439453125,1.6169789272403332,4.781090115909909,5.121200857998103,1.9428398064663956,0.441793540041311,0.4706837927850906,-1.3670476928803208
+1897,1.069940546875,0.0875341796875,0.5724666809808834,5.258736008601346,5.317845474969937,0.6482538033305629,-0.646241364703332,0.1017875567064274,0.7620089899372354
+1898,0.91682734375,0.169133984375,0.8310273521173475,4.847003240157008,5.396434353679572,1.1447466449393735,-0.0197030472636823,0.0789174578680176,-0.1198209419576055
+1899,0.69745609375,0.134764443359375,0.3449310247542894,4.547913500823647,5.170988078970265,0.9150677753750468,-0.4202334566163932,-0.6408717680753016,-0.2216346647930749
+1900,0.930090234375,0.113130244140625,0.9523437171610292,4.825190851339371,5.641193991016635,0.377934503320494,-0.0463599699332866,0.207472283060066,-1.2878545059090318
+1901,2.09881640625,0.47816984375,5.512750636885926,2.657197546106582,5.394782150462564,5.557542721356974,1.0447388993703322,0.1521902930617637,4.96369738567513
+1902,1.123743671875,0.1185071484375,1.8629884156550875,5.325935957332794,5.758390379102226,0.6485641025498102,-0.1477602989268098,-0.2322328968261107,0.1304258247289148
+1903,1.164136640625,0.159652392578125,0.8241477337783181,4.511882528393331,5.382486597769194,0.5517557911065105,0.028854598638901,0.0249284213235173,0.7187017811943673
+1904,1.05101265625,0.100349921875,0.878663661858964,4.989762548622736,5.443789820429834,0.1428028605598653,-0.4873632915330547,-0.3005175829931425,-0.1825485670108232
+1905,0.974007109375,0.081476171875,0.77665972975885,4.840921875883742,5.2086473654447545,0.5633168971578434,-0.4309955046359395,-0.0200784160016658,-0.9275564416336144
+1906,0.764794453125,0.158200751953125,-0.9090051891174422,4.769524758529469,5.799640237810523,0.2946167153624272,0.1863051675843021,0.377884455746746,-0.3407168980304649
+1907,1.186605546875,0.10798439453125,1.2094333219860662,4.597740723245517,5.647944919893454,0.9680912403977284,0.6148149267622613,0.2675032866603877,-0.7489773532053254
+1908,1.10326796875,0.08373615234375,1.9705799491338447,4.877336248108532,5.556220605761243,0.5078504453277473,-0.0271655312546868,0.1115178459419953,1.0074161348044075
+1909,0.9412796875,0.13309017578125,1.167223351098419,5.298915843087684,5.109015069410998,0.7147142758671692,0.2829743988546155,-0.2125277935220581,-0.3241215973790521
+1910,0.8851321875,0.160617353515625,1.3651901454974245,4.80764711072084,5.608229874826752,0.7320848592016717,0.2382018720513075,-0.3166501525397722,-0.0021655870466266
+1911,0.803211875,0.09836779296875,1.9704807133632536,4.914239481805981,5.466274026079097,0.2472329037835113,0.5093759914918733,0.5032363802601492,-0.0112312957733059
+1912,0.834644140625,0.096525478515625,5.061859029074199,-1.9069052431382607,5.107767289465907,0.2634197892901685,-0.0898084316397676,5.709882612738511,-0.6747637713044123
+1913,0.770109453125,0.18045005859375,0.8460014870952415,-0.0706969310085262,4.925547356187795,0.412674047359441,3.848347428023208,0.3439018366726121,1.0118114415301367
+1914,1.16836671875,0.15162486328125,-1.2116712060899415,5.102818318633474,5.426481452565146,1.0825556692559046,-0.2981477361830651,0.3300770089616662,0.5294497335977983
+1915,0.813288984375,0.10403693359375,-0.8235957607138955,4.740022914454823,5.540705198959826,1.0135599571376572,-0.1235387512193916,-0.4654504958166877,-0.8563356435990215
+1916,0.6365251953125,0.118763994140625,-0.6767655012144662,4.73150791519375,4.717259241077555,0.3181416208388992,1.3096866909335667,0.417784019861065,-0.3220162349168181
+1917,0.776775078125,0.128388994140625,4.798565171454446,4.452895091873844,5.492877731523271,1.0562209543955006,0.098688210865647,1.475892435337929,1.118929089974117
+1918,0.6362465625,0.126504677734375,0.8539195175727113,4.312938925464935,5.160571497122814,0.2832617696454279,0.1222127867617843,-0.3935719989774217,0.3376984052305292
+1919,0.861900390625,0.113786748046875,2.708808215250849,4.371096366062295,5.298141156354839,0.0578332247478585,-0.5735506149571082,0.0984531113452583,-1.7274171052185088
+1920,0.910818359375,0.12267904296875,1.9165998843931904,5.520785007316158,5.417693499757059,0.593002449953665,0.7706643516713327,-0.3170161683165797,-0.4655476413548295
+1921,3.364891875,0.389553671875,-1.9010984320727968,8.018389293526107,6.497025616160872,1.5541003208129598,0.4072586009812814,1.2765843134807215,3.469584439772169
+1922,0.824638984375,0.0791219873046875,0.2622042732523311,4.267718349633632,4.465053443732471,0.8239209820622644,0.1827058691465858,-0.1737549894566444,0.750580136848898
+1923,0.735171328125,0.093274140625,4.983707176300673,2.1012913019094013,4.555692785386023,-0.0484699223638207,0.1893245965614709,5.603534637469361,0.0718443160884496
+1924,1.045234609375,0.139558642578125,0.8232969587465693,4.210973866302987,5.085488433114165,0.5486626702235522,0.1234222000996137,0.1672901557437142,0.3715465971791087
+1925,0.7849703125,0.131921181640625,1.1151924222630816,4.196964432585449,5.494878459576372,1.073328004663152,0.392749784410821,0.2669716574909277,-0.1286348379085043
+1926,1.21076140625,0.1460559375,5.060438424809194,2.083155761798542,5.536811741647553,1.0406298384360646,-0.6967213431362427,6.361162535169234,1.9990236854786856
+1927,1.03216359375,0.122967685546875,-1.037924814226327,4.610700793992412,5.344881802611431,0.3559467370930708,-0.0483653656014205,0.1397962445169978,-1.168513629797005
+1928,1.09202765625,0.162978154296875,0.6339339086747982,4.71264025208067,5.392890077842027,0.4912582811251155,-0.0032447479497517,0.7208745303661059,0.3419089080193453
+1929,1.06579390625,0.18790091796875,0.6135000475299233,4.557379582042576,5.220074338188586,1.01616399090425,2.1287253764872847,-0.1234328053958861,0.5344459029117591
+1930,0.828779140625,0.077172255859375,5.513804099331583,1.5064366140661405,4.963338099920686,-0.0626254175814688,-0.2131872027692342,5.243508146973724,1.520829260878103
+1931,0.9478040625,0.121814296875,3.523181423085921,0.3500618834030951,4.275080906975241,0.855359242361427,0.2928683602899362,5.322459953486119,-0.4028396850140825
+1932,1.0798603125,0.116029931640625,2.307641417614121,4.086756776817952,5.133966318667154,0.5801652435570126,-0.0929409708124597,0.087544010942091,0.0226804713105812
+1933,0.965496328125,0.116889873046875,0.4087500284493015,5.360703635011634,5.345216352383551,0.7476077968305408,0.0870300030625238,1.914580566267838,1.007605882423152
+1934,0.791625703125,0.146200556640625,0.2985069637863298,0.1824706602137138,4.22625790131229,0.3514851744478105,3.264809374712406,-0.3148333677236204,0.0970817407898876
+1935,0.90926609375,0.104391591796875,-0.4437145526801903,5.279975944780645,5.536480481504896,0.8812564098112357,-0.0693294587721246,-0.1747632263514371,-0.9398500923488105
+1936,0.964895,0.13323119140625,0.3199264341779754,4.377467916451058,5.229782874333639,0.5822435216329332,-0.1694172295749978,0.1229726794831684,-0.268679168012459
+1937,0.934214609375,0.130939423828125,0.9606383064079898,4.98376755757235,5.412840651432364,0.3775710061855539,-0.2451677509001442,0.359951463601559,-0.9715204484269152
+1938,1.11424515625,0.088506943359375,0.4656937858468339,4.965481999531717,5.125971594656757,0.7850705338236532,-0.1602508840992955,-0.2121242713982682,0.4719071648464598
+1939,0.76612625,0.14745296875,-0.1160322521007951,0.6346728325588097,4.555009807092955,0.5326881663774905,2.797138658858313,-0.2883578293327244,0.3481902940788458
+1940,0.70230453125,0.13068857421875,4.9214193618641815,1.8310357467344451,5.144480964457325,0.5773536691060766,-0.2080892255903605,5.866542884051722,-0.0416676752595678
+1941,0.698238359375,0.110884072265625,0.5336268809254012,3.772645310716588,5.084816153749229,0.2777031779956089,-0.0654303715769707,0.654258159631274,-0.3545566809209159
+1942,1.33546,0.2982162109375,4.9585017526232615,0.878354190685276,4.435309290547926,2.362364124675689,-0.6266979572260665,0.4998244961740578,3.966884719183241
+1943,1.11797640625,0.5456637890625,2.5290613613127477,1.8822759699109133,4.63566829630269,5.251291419095454,0.9864321866401587,-0.3440813758184137,3.5685445671013043
+1944,0.743791640625,0.18320751953125,0.4617192898499292,0.4361122017740501,4.755683545213387,0.4856898559897318,3.119929294358994,-0.8990523373731516,1.2389448659971112
+1945,0.88042578125,0.09045126953125,4.980669480072328,0.2664835232796336,4.955620900661341,0.6338356373985615,0.3532673898875389,5.335800090895887,1.2717154113690392
+1946,1.22818921875,0.58890359375,3.124432827728702,2.611896701196029,5.153710184584319,5.45452084712154,-0.1350246037348374,0.3309667659352463,4.325702919109557
+1947,1.71868765625,0.17966212890625,4.739179690605326,1.1137207638561926,5.474385967674474,0.5441374360589326,0.4290712938267648,5.794818754710053,2.2163336707863466
+1948,0.9450284375,0.13362845703125,4.4002773921242975,-1.234366934612811,5.257552330077602,0.8590782418502345,0.4339451438030398,4.991010631722447,1.4923191660837327
+1949,1.36881984375,0.26808322265625,4.898513648298405,1.9505684547772384,5.356779101452916,1.995550816214176,0.8287031787580403,5.41302718848576,2.011891463167461
+1950,0.8413071875,0.123902646484375,0.8285308288194432,4.999498571276666,5.55084195645028,0.5162470982933303,-0.0985385579862901,1.009352069387144,-0.6912030772451179
+1951,0.760635546875,0.09617982421875,5.88355176218253,2.9933449854938576,5.117659987129482,0.5744102150192516,-0.177287473704739,5.35057017494736,1.2535909309820576
+1952,1.1143825,0.106838203125,-0.6382514791467288,5.225974744405887,5.422633710453034,0.7818910301211599,-0.2013368972370193,0.3376595551122532,-0.5304006849655438
+1953,0.5824031640625,0.10293814453125,1.0213968081173044,5.082762205823072,5.586157092095331,1.8287266980356744,0.2202428413029971,0.3655163727683559,-1.2184573855449468
+1954,0.64703890625,0.123858837890625,0.7032189255885772,5.175656776121043,5.542847409012806,0.6695691763623601,0.3611917369660373,-0.0168158090402622,1.6523844575110374
+1955,0.951888984375,0.108167421875,0.3944641622979719,4.650940736703494,5.259437426133589,1.0023635338107582,-0.2400861818183438,0.1783894640283225,-0.7651217410697325
+1956,1.136016875,0.11534642578125,4.194422317475518,4.46429794277041,5.37748287944348,0.9871258828513936,-0.1472330682807277,-0.4866788986896436,-0.1016232525266214
+1957,1.038622890625,0.081455771484375,0.0284864530069988,3.9191285665136046,4.87586942181995,-0.2330283450647481,-0.1753808087605368,-0.2312742693436515,-0.2399610280753168
+1958,0.866960390625,0.1136529296875,-1.5610606395823847,5.334989504533407,5.337501264401953,-0.1979132017447111,-0.1397585015249999,0.4049256096813822,-0.5774456906546913
+1959,0.85844796875,0.092547412109375,4.277508501339631,1.9638097282106224,5.212114263252047,0.0464386914831366,-0.1403351951338427,5.095296573470957,0.4596362326090167
+1960,1.25740078125,0.138344052734375,-1.2055173807319448,4.540295953075177,5.35815061893749,0.5442278752282959,-0.2164576173724158,0.2896946792251523,-0.0099020905358778
+1961,0.867243359375,0.13690861328125,5.148920037541945,0.8022531817144588,5.540897189382486,0.7345478259500056,0.096455504971632,6.173343337222371,2.611155000040106
+1962,0.9472365625,0.12551271484375,0.7611543814458854,5.320401815016174,5.42478248193872,0.8128035519190466,-0.3111748674762475,0.3766614062507514,-0.6722060823526536
+1963,0.77908265625,0.0728035302734375,3.558734750779165,-0.0031988369123373,4.6214001826482285,0.7334175954338656,0.2777669093884827,5.921092464155191,1.6428518132829797
+1964,1.331701875,0.144688896484375,0.2597735717100182,3.794017443813797,5.293330243901773,0.702272953714063,-0.101797274538027,-0.0491943278819143,-0.5910956014414096
+1965,0.8307959375,0.0774663037109375,0.1290239234778124,5.093589461972817,5.467095122368365,0.53236806427952,0.017485350633455,0.718557695678847,0.3642273541798532
+1966,0.84964296875,0.1287442578125,1.915164997986324,4.342484124230446,5.567577830558992,0.9460473555478848,0.0394292964659606,0.1754534132748084,0.80863709766568
+1967,0.842698515625,0.14217869140625,0.3033710078130334,-0.4271986530629273,4.477230866913063,0.4858566258955518,3.695854636390287,-0.6127463635702428,-0.223598876433081
+1968,0.91348359375,0.15643166015625,0.9992465232799256,4.961189326307359,5.358587711662427,1.9429456324357048,0.4521695199298067,0.0422397101685068,1.0920521942472132
+1969,0.731029921875,0.125863759765625,0.7577752957516524,5.150140828234863,5.554221966522473,0.6457737371912795,-0.3085214729931412,-0.0403080174090859,-1.0403096452873664
+1970,0.67069875,0.09998265625,1.7625873480341698,4.861866525052776,5.274295881157005,0.3256495998684914,-0.4888795361245246,1.478719387244491,-0.9787505073870302
+1971,2.06220109375,0.26397486328125,2.0884433260174338,6.4611806504513245,6.018932977633349,1.3887251248350698,4.600991262166988,-0.4209386631761301,1.214252587055339
+1972,0.859361171875,0.117584189453125,4.889255394340462,1.962788512979054,4.81807701505677,0.5066158324910668,0.4415051508221999,5.897199607366589,3.4007613008741395
+1973,0.87574984375,0.142145078125,0.8565508141275471,4.789548420286701,5.435245249415122,0.5074095242057147,0.075440006911903,0.3682198861498016,-0.835185099482576
+1974,0.5202115234375,0.105275546875,4.20843856205531,1.5300578307201265,4.780887944050315,-0.1566689663647608,0.0758723382906111,5.904550301677754,-0.6671939578555924
+1975,0.783995,0.158603427734375,0.9150642152263432,4.325927170754847,5.230399619990521,0.5044908171728844,0.009503348333741,0.1099205922470622,0.5636331202992126
+1976,1.34421515625,0.118195087890625,0.5359988375778473,4.966196924755898,5.402932608295358,0.7743544616516286,-0.0553598953029545,0.3508192460869191,0.2818503039055396
+1977,0.616293046875,0.203619453125,0.8108692444560887,4.046111021697295,5.133923125978221,0.877851909410295,-0.0571101736068385,0.3220369528934083,-0.3981541249420187
+1978,0.4689795703125,0.11512138671875,1.6899499533979858,5.313386272279516,5.542453662920526,0.9872936088859524,0.450229586619883,-0.3587838685043958,1.4023101876212534
+1979,0.905066796875,0.18774068359375,-0.4207080073116428,0.6512716788868674,4.856875006667831,-0.0848350305692082,3.8609052355989735,-1.404146816701513,0.210645583959872
+1980,1.39539984375,0.131241865234375,-0.2656728020137383,4.876445841813488,5.059686165353613,2.3041932279721458,-0.3633321414554761,0.0120712499198231,-0.750887688621186
+1981,0.8409821875,0.126340849609375,0.5748632263447058,-0.0528522544390675,4.287253345237511,0.3803611993326715,2.408585518119297,0.8401612650523617,0.3359338994815203
+1982,0.956855625,0.134025732421875,5.497674797241405,1.6298084021664898,4.976892420588028,0.825027357995749,-0.6114957999287055,5.073651507413292,0.7179910337086426
+1983,0.92052515625,0.125491103515625,4.767608478143785,-1.2588800030992409,5.116148832925789,0.9544980882497164,-0.4527139357765341,5.45294014859769,-0.2818880174041855
+1984,0.846824765625,0.128274970703125,1.1760916532844692,4.006822605543322,5.595929953231652,0.7664755990604198,0.4603987796040891,-0.2054170684581293,0.362108927307893
+1985,0.827614296875,0.119727744140625,0.2644740356568709,-1.0506703686284642,4.344350979274093,0.6603733824427314,3.5421076081905887,0.2197449901857297,0.1238614956572171
+1986,0.823560078125,0.16661234375,-0.9943134438338505,4.508426197774991,5.391625583528684,0.8688325238059988,0.3997065443671851,0.1650912341087173,0.8801979639085294
+1987,0.780288125,0.070251904296875,0.7008966029942715,3.776626587852979,4.731586189791408,0.9757662450232713,0.0258635922961745,0.1509577337727096,0.7203927272247377
+1988,1.10748234375,0.13812501953125,1.0719172701855773,5.051068359137479,5.306351647142987,0.231781725039176,0.1687131342391333,-0.2796522756580017,-0.6924006538502019
+1989,1.0937584375,0.05665423828125,1.3901769090190232,4.770085914824465,5.4063936403781385,1.218867643950265,0.0194272640990804,-0.2121253823800006,-0.3078742077041501
+1990,0.746206171875,0.085362421875,4.18527983958456,-0.6594758127043853,4.6704429121425415,0.7465093560333522,0.1635222245898852,5.445789973552716,0.5922226003823086
+1991,1.587543125,0.247678125,4.75998934252683,1.9469624481557544,5.714572180156707,4.047044231987186,0.4550636631454519,-0.1315094205416581,5.473361462844062
+1992,0.79378046875,0.150656298828125,0.9512172361555448,4.488286821380777,5.356698666277594,0.3567678483599644,2.37126165725341,-0.8792839888912953,-0.0922567126407851
+1993,0.666876015625,0.12866083984375,4.030326461165119,0.6342495617138627,4.732522716402093,0.1220455937096589,0.231571541393337,5.743985331167047,-1.5061156987041673
+1994,0.87801171875,0.1639005078125,6.2595950687302135,0.667077726489046,5.84925899200543,1.6677501812233744,-0.2964896786009821,6.043922577217885,1.817648062461104
+1995,1.200621328125,0.113806572265625,1.2834635323619403,4.692251058568746,4.661712264307038,0.9964936574242148,0.0392891578173048,-0.429484144102157,-0.3891363753051829
+1996,0.881074765625,0.127149189453125,1.4272653637066883,4.916446975977211,5.440608201964674,0.0935037521555688,0.1633276757483799,0.1379253821495108,-0.4260316550520059
+1997,1.4733759375,0.38169234375,3.1261947062542927,1.757495226889144,4.185674170393712,4.987948848721933,3.5392605774545425,0.2892487761740526,3.780395302457145
+1998,0.99455859375,0.132317841796875,2.6966720950414524,5.182341108792366,5.522986130856209,0.7160940351610009,0.1269699873018408,-0.2726271905051852,-0.9410141433528344
+1999,1.08250796875,0.11178421875,0.9523658195248352,4.487246135611132,5.634468936813422,0.4167561403948122,-0.1486798979904965,0.2655173720851412,-0.2453965981147336
+2000,1.202280546875,0.1521139453125,-0.8475839860692115,4.591457470212228,5.263473046911032,0.9337925748519506,-0.0103572780187632,0.3098493704036624,1.0082122988993978
+2001,1.190018515625,0.069977060546875,1.9639271485741243,4.685602167003041,5.626812811709504,0.5140646994160607,-0.1646832693673762,0.6441535169412343,-0.926369962846793
+2002,0.64054,0.1425885546875,-0.4630554863766442,0.1248319853025408,4.698285684958252,0.721097270361227,3.3518070711069914,0.2455546048972851,0.9883582196148312
+2003,1.56991671875,0.209724296875,4.577495897951582,-0.4730346777064845,5.340522351592601,2.531984400750917,0.7818207089096181,5.144260847019479,-2.102355183096028
+2004,1.2348134375,0.4749274609375,3.419584373086441,0.9076781829277112,4.460079769252856,4.53630613474557,0.5384889748531492,-0.2366111306690869,2.828944487133304
+2005,1.14432203125,0.14530701171875,0.5754346240256343,0.7816851953168616,4.551724720324938,1.1489128056772548,3.6442467524891744,-0.7793494145844728,1.1554982581742677
+2006,1.4271778125,0.5387534375,3.757570228361652,-1.116061081951505,4.951120463084513,5.092815554272329,0.8841189006599557,0.5438763596019762,3.3591836812372176
+2007,0.744594765625,0.1012140625,1.2800590462693813,4.834358557367455,5.183422348450406,-0.1083469644496365,-0.0715882938684407,-0.3054340047300709,1.2619734890372551
+2008,0.7889340625,0.10840326171875,4.752797458620269,-0.0197111453273142,5.201852160433113,0.7742029429522694,0.9622603982667304,5.893451161125229,1.881513393372629
+2009,0.921542890625,0.122853662109375,0.6113669521484548,4.727847021099267,5.454227365038023,0.501725650179088,0.0233233106662809,0.4963848891665893,0.4921841668738466
+2010,1.128444921875,0.146057138671875,1.1678936251189376,4.551196275516162,5.516271417509487,1.3993919781873172,-0.2417950050137068,0.3631547699483999,-0.8462762250109724
+2011,0.8964153125,0.09394625,0.5826612956348779,4.943806128074125,4.99599599749742,1.1030484273935257,0.686286334213858,-0.3387118338166118,0.9186607674573082
+2012,0.806149140625,0.099521181640625,0.0473876180628153,4.92469949790331,5.224036477591243,0.4881369992425534,0.3634413725142533,-0.7813337076720882,0.1862343188507515
+2013,1.085605234375,0.118609755859375,0.6795588345687958,5.538228524114257,5.460178631845701,0.9976813456466412,0.1907427754494316,0.3546354193220777,0.2523641708614936
+2014,0.70872203125,0.0819988671875,1.3075013493634926,4.386553634747913,5.126318148473954,0.3892247237696375,0.4725806051757003,-0.5863568908957565,0.034575866539077
+2015,0.950351015625,0.166576953125,0.619811565098718,4.567223965732422,5.501115539894709,0.6083657904044745,0.2291783591578212,0.8870692553653534,-1.0187488643072318
+2016,0.635320390625,0.12332115234375,5.4857692472356,2.372284047883411,4.862586957128783,-0.1625957232300896,0.7612031214747748,5.615540533894318,-1.0731478065690725
+2017,0.6490172265625,0.14326306640625,0.4954147580470246,4.377817296315119,5.401543406699225,0.7326015213879804,0.2376277877818612,-0.0684804911819996,0.338574445691204
+2018,0.502610234375,0.1681990234375,0.7547536271232056,4.640664094101695,5.245154548227891,1.3280623895292687,0.827800694133918,-0.2878440766249902,-0.1548568398099966
+2019,0.795859375,0.10313138671875,5.161208776780442,1.482400557412663,4.823766733162077,0.0987270795724768,0.523431725484946,5.698568962166614,2.048806565180934
+2020,0.87680734375,0.126340849609375,0.712466364137341,4.541873260646304,5.590022988484147,0.4729211857346639,0.0769496807528803,-0.2406705654096981,-1.000752268190832
+2021,0.63734890625,0.19027369140625,2.297553787637938,4.201198633578292,5.354145766662934,0.677226925368704,-0.0325196384412496,-0.0608428916303477,0.95907225964539
+2022,0.86553609375,0.12575755859375,0.4932364866044006,4.887208712279254,5.5288594745597965,0.5525738904501062,0.1804459663449623,0.0340807285239673,-1.0348160204880348
+2023,1.129618984375,0.08893662109375,2.7597888638406016,4.680130503749064,5.532382251461227,0.635290315433906,0.132648555186182,0.6721348594430182,-0.8399594739754872
+2024,0.4532365234375,0.1083924609375,4.836583768322817,1.8217687212631288,5.041971809174981,-0.1357012808910904,-0.6997975732306474,5.442257700646031,-0.1186086462129588
+2025,0.73739,0.1837416015625,-0.020011426398839,4.783011212044623,5.774741832056196,0.7553632241746883,-0.2475107195031962,0.6303476213287518,-0.0117480247874449
+2026,0.797279140625,0.25073095703125,0.1129535431741373,4.596854358686057,5.534792059839398,0.632025137762486,-0.3969391095177052,0.2933875135516848,-0.9694053041468892
+2027,0.715183671875,0.1950037109375,-0.1222324596695084,4.357501191337258,5.085374348999756,1.217445269721341,0.0526987355883929,0.8754940588006985,-0.8516617280428822
+2028,1.205642890625,0.08197185546875,2.73461721078686,5.013075635933526,5.336037086361905,0.0412270487604036,0.3132388920204613,0.135695204270676,-0.8943115577672345
+2029,0.99903109375,0.115177197265625,-1.6421516849579256,5.0042270135865055,5.637979558932712,0.3874528272525304,-0.3779442518294426,0.3379614514491144,1.1673470302016131
+2030,0.94695078125,0.135908837890625,0.358179672110716,5.673425312004748,5.874698912373218,0.6463228161947737,0.1047358517468064,-0.1962700753338897,-0.729330382616119
+2031,1.009055390625,0.129172724609375,1.341178852938002,4.73273364753605,5.3052329490230665,0.7961186953423118,0.1627436917637878,-0.1002732975007221,-1.06936974590967
+2032,0.865230390625,0.092113544921875,3.5894165217425624,1.0403304916324274,4.667608311655569,0.627466164398401,-0.301056993264597,5.668450818090803,1.2832382459304608
+2033,0.72545625,0.110385390625,5.063080942702767,0.465865069995757,4.678641141488963,0.391768530482922,-0.4901458975401491,5.146499867115999,-0.999482906746747
+2034,3.2124546875,0.942809375,3.637689757838042,2.5386580523112614,4.965245283029888,6.29423603080017,3.0697389921205502,1.205865674722333,4.627742217534496
+2035,0.887383046875,0.1283259765625,4.756363403269861,-0.6305133640006421,5.116904839941471,0.3600831134091282,0.1483814400936356,5.488191725840068,2.0788369849130865
+2036,0.60129921875,0.15048046875,0.6445453825626443,4.89924746688877,5.691266520199807,0.2975023190764703,-0.0828207879772315,0.6438331162210671,0.9749703492644256
+2037,0.974165078125,0.126095400390625,0.7086618112767169,4.779136471391299,4.753047918579672,0.7735041229178725,0.1507340340038339,0.4193735854591632,0.7338220350334944
+2038,1.485956875,0.47782921875,1.2447462681707877,0.2614438889542372,4.436799835342799,5.318408800732829,1.003825730917768,0.3585977938506524,3.065217337941057
+2039,0.871177578125,0.125369892578125,0.9639786831637104,4.478368274208008,5.568285438145352,0.6418812350513794,0.0405532578223101,-0.2220285926250206,-0.0279387337398819
+2040,0.935897109375,0.0768752099609375,-0.422968577557346,4.964814792787887,5.171371208573486,0.628286251917476,0.4666437275606407,0.1083816013102036,0.5560645476534178
+2041,1.428594375,0.3087127734375,5.12799195619915,-1.9735914501788765,5.677165522925326,4.839375977938384,0.170626623736985,-1.0061026019246002,4.999191314434326
+2042,0.83110546875,0.1666417578125,-0.0107444822144591,0.2925249058134811,4.669795857198884,0.1257431742906153,3.765289100514063,-0.3964734755398945,0.9117454384802404
+2043,0.744600546875,0.086245771484375,5.496901452116783,-1.0041415045862911,5.213148960835063,0.5699853485192308,-0.6683179013713523,5.582481910983809,-0.9458749515692452
+2044,0.83165640625,0.111749423828125,0.1226817653066217,5.090900260784246,5.335204872055684,0.8060866075616008,-0.458467272047855,-0.0911943253118431,0.6098899017045604
+2045,1.17087875,0.098585029296875,3.01080667505136,0.3456431793526786,3.902183836355673,2.0916347766060293,0.2343646973254991,4.453133768226397,0.747663109379259
+2046,0.8848490625,0.111047900390625,4.707171930651262,1.8740440151560904,5.104342988639444,1.2281439306612751,0.5835853659629696,5.076138368138804,1.1184436418487838
+2047,1.99197109375,0.22253087890625,-1.7954836068079498,7.766255131363541,6.0874644154926605,1.3621438688444398,0.1845919443447766,0.945374466585294,3.202813803976805
+2048,0.69224234375,0.120409462890625,-0.4316450995486711,5.1348535921374125,5.737694580725104,1.8317105823149455,-0.21660820665218,-0.3680844113396719,-0.735282273285706
+2049,0.708362109375,0.095587529296875,5.883897152342403,0.5245849887170311,4.616146398676573,0.1388821106551925,-0.0004254262946723,5.531586076757824,-1.815297072346128
+2050,0.87449375,0.17947310546875,0.6423507613682633,0.4698807652452154,4.907565434944633,0.9174949781979136,2.854659715175085,0.0277184640540917,0.9528440411472288
+2051,1.28588,0.5574002734375,3.387322787348068,1.6520418420254783,4.60840745787973,5.491126803069621,0.5502566962586515,1.040254352321501,3.678176944024634
+2052,0.885147578125,0.115012158203125,-0.7599699400621909,4.681937664330978,4.7558559498859605,1.868913157623639,-0.0793915921298416,0.1666729421103278,-0.3922721463958554
+2053,0.89147171875,0.15692375,1.607336464277554,5.089669838535754,5.680500941198485,1.0680235033093144,-0.0618998182858378,-0.3938912945771427,-0.2753037477969097
+2054,0.81155421875,0.101293876953125,1.0966635177679702,4.704582985920187,5.489870533466455,0.7466798938381752,0.1739734259276605,-0.2527963985040913,-0.1583152623665611
+2055,0.921773828125,0.184806796875,1.1907895414280458,4.165749261592792,5.400695396899328,1.0319649214960394,3.4892258293858127,-0.13263621406546,1.170374124355542
+2056,0.94705859375,0.0811233154296875,5.537597093095759,2.016390123275604,4.799220583565911,0.4983483982846092,-0.4586122644011248,5.81866367470886,2.081534116248306
+2057,0.81156421875,0.096787724609375,1.166689685088371,4.470296265040068,5.321219318467587,0.531650605130192,-0.2696709856166263,0.6278837678358846,1.252485757481129
+2058,0.75247203125,0.090099013671875,4.6002041622008765,1.2285574004827633,5.149336248771211,0.182010947374116,0.7188547712672275,5.7859871989772085,2.1530831121086003
+2059,0.9516078125,0.139624052734375,-0.4573678007493551,4.060138912367076,5.232150522567226,0.7902106896547233,2.119406896690996,0.3252763071765065,-0.0225043233934023
+2060,0.768258515625,0.114962353515625,5.272501964668097,1.9959201424975053,4.874655934200732,0.2739674263624356,-0.0182991948568468,5.366640911853257,-0.1307856540166716
+2061,1.054646875,0.158597421875,1.5747948803440175,4.786697768485286,5.492827541352438,0.6424567594850641,0.2822042815644115,0.2673713934766693,-0.983753102704171
+2062,0.900482421875,0.515913046875,2.8505065253259483,0.6167445207787383,4.49655951354762,5.104919451775149,0.3783951873363492,-0.4412338586439762,3.169196227611517
+2063,0.9666840625,0.111912646484375,0.4964134816626699,4.017656834597823,5.029956540726919,0.4746080518005623,0.3368815807161779,0.0174090984366406,-0.3037330732335651
+2064,1.02174265625,0.102213232421875,4.1326541503895005,1.9410157243084236,4.987807808465893,0.5806319374328213,0.3354670869842989,5.491992306593226,2.179444661464005
+2065,0.9378975,0.110577421875,0.7436487553870681,4.148083462077376,5.290391740592905,0.9975309345558844,-0.412248045454439,-0.3541964360366549,-0.8180306568139313
+2066,1.08125671875,0.102732314453125,0.4453063531701922,0.8039900205439322,4.102593157635573,0.4665218273080972,4.072733045324976,0.2348310550913843,0.4497160336467081
+2067,0.68685796875,0.090037197265625,1.0719249315432382,4.929918254524078,5.416266688166043,0.2958810754717172,0.0300014414526435,-0.2083247913790768,0.6544784091399141
+2068,0.802078828125,0.077943388671875,4.7656277572358565,1.1722616890973012,4.9300502002128255,-0.1071328963189147,-0.320475261726778,5.923162140034288,1.0681361763148165
+2069,1.04609984375,0.0945649609375,-1.38327497650382,6.5567829812841,5.134275016792374,1.7977051817921743,0.4489840799313941,-0.3372043563053674,2.275815383269822
+2070,0.998949140625,0.149973388671875,0.1720764955026844,4.841443610719857,5.069724307718345,0.8734045447175578,-0.4822125613932945,0.4700144647708195,0.2729116258587596
+2071,1.084503359375,0.15366759765625,0.5379306075751829,3.902980960300968,4.896641340022059,0.9665986731898696,0.3641220823439343,0.0661694714089371,-0.763502593624262
+2072,1.098875703125,0.1318263671875,1.2250261308650503,4.283695792599666,5.302021955448584,0.5922834499754772,0.406369848640303,-0.2287642645269481,-0.8398626957358171
+2073,0.819804296875,0.10691921875,5.522136513705752,2.784881794062423,5.149347896854667,0.3618328912902736,0.1651007104980444,5.483601066030005,1.5330528085031667
+2074,0.8805021875,0.09477859375,0.255597495036396,4.389552161703675,5.599274753376985,0.704740475222987,-0.4675376107778261,1.1266169374386867,0.0439355199436915
+2075,0.71762484375,0.1633148046875,0.7772633021703477,0.6705662956279735,4.4429171081138765,0.4033440480048721,3.854790465021549,-0.3129437551944777,-0.3402888336340277
+2076,1.269445234375,0.10948583984375,1.0496015133806793,4.871223812791139,5.420596084291589,0.4662031858184031,-0.2916740425508072,0.0390759798695215,-0.9026842203341694
+2077,1.14003921875,0.10503189453125,1.4598599522745206,4.84055963142575,5.4624084721108295,-0.0683754929420168,-0.1220198095930171,-0.3660653912933474,1.3331711702478573
+2078,0.94853,0.092338583984375,5.106882035637555,2.3522694071357666,4.8191133969595725,0.0211071100199676,-0.8410956866844455,6.088502645857112,1.0489723095650154
+2079,0.838506640625,0.133837890625,-0.7742799116122215,4.574945301290058,5.333286706196034,-0.1125188457159623,1.8459895433003857,-0.684950004812733,-0.5883757320935215
+2080,1.05078875,0.104413798828125,0.8507477024813118,4.710222397605307,5.461721262359276,0.8415987365130368,-0.2510171294017351,0.367780103618381,-0.4124891669771724
+2081,0.9008590625,0.18162326171875,-1.564695286720457,4.597314877697613,5.241269609059492,0.3952670624689616,-0.0041137212093487,0.9881442958754638,0.3954011958006123
+2082,0.989602578125,0.21331439453125,1.391507590955663,4.294711270940344,5.260748617535497,1.378755596203986,1.506340191302374,0.9703392121656442,-0.8679208656825848
+2083,0.819910078125,0.08569607421875,4.358045352061194,1.3975722718861443,4.547510145931448,0.536749049954673,0.4102197523394917,5.53832287020952,-1.4430498138927192
+2084,1.000559375,0.132053798828125,0.0464912884240113,4.984148069636838,5.6602880236206286,0.9020058734092016,0.0322448987208421,0.1739271297806159,1.4345378231134114
+2085,0.6250484375,0.10316798828125,1.7866553036099742,4.599247804373999,5.250656211306475,-0.1337245113250842,0.2163008856765157,0.1333472040131008,0.3964745273767975
+2086,1.130678671875,0.0771542529296875,1.5464579069052022,4.405752008282062,5.311699656960581,1.6796273927089551,-0.2635181346074602,0.3597118786930929,1.124319215046038
+2087,0.75946828125,0.09140962890625,-1.3188653499832588,4.739755842628974,4.969857905453473,0.2249994503974902,-0.2707844422944688,0.1694185576471661,-1.0372820154453355
+2088,0.89347375,0.095606728515625,4.2280400687026285,1.6612284801291144,4.456802659257264,0.1317163203624356,0.4650273179083509,5.871791240571874,1.1067444041205212
+2089,0.983100234375,0.10644333984375,0.0649565049810814,0.9607944789625033,4.633976564718916,0.539684992065787,3.4740812750483565,-0.4806186865165343,0.7951819210695519
+2090,0.742883046875,0.101359287109375,0.6869649910689517,5.840166169005583,5.617918837625422,1.182511207940899,0.1201429075295147,-0.1046449890502082,-0.9360425935857896
+2091,0.8141215625,0.135185732421875,-0.000574452280255,4.901391377467672,5.277893199293766,0.8993255218845795,-0.1950271221821758,-0.3374478721188845,0.4005862245977441
+2092,0.8286028125,0.1262058203125,5.350280224501936,2.082053868394566,4.619245593003139,0.3964618635106781,0.3859537594861361,5.414377044216121,1.9854404258194895
+2093,1.082009296875,0.12007640625,2.191066119732964,4.68674002552542,5.451990031326787,0.1351414729825067,0.581452032606111,-0.0025719590232859,1.1515570104268942
+2094,0.798975,0.089678935546875,4.119872744916927,1.221966022829476,5.155454276513099,0.3084426569716993,-0.2848334845892982,5.0948327598300525,1.2071100343036394
+2095,0.92540890625,0.0770282373046875,6.014999008909423,2.625300438579952,4.7978162342537525,0.0313265083074078,-0.472399118353883,5.7125660303251005,1.3912732335345823
+2096,0.894549375,0.101361689453125,0.4286217856985206,4.612838077133987,4.886325226381333,0.5309465824005002,0.2329142861465042,-0.562812744160532,-0.1399632684571795
+2097,0.7662221875,0.11646740234375,0.5087985477978841,4.5200790810177285,5.6872109807410425,0.6812179152687026,0.1350899227323813,-0.6584249237811828,0.700796803840889
+2098,0.5373422265625,0.0944065234375,3.864768683961021,0.7449156969945142,4.678865774434148,1.4333598023519976,1.0844496135939452,5.033398674410833,2.700736263859644
+2099,1.08968796875,0.0981667578125,-0.106861599156495,4.171407784874082,5.19425699758687,0.8299484566499158,-0.4359290767121097,0.4630466064694523,-0.0617422683817068
+2100,0.942798515625,0.1499505859375,0.7445197556301805,4.200230874485123,5.050344516161224,0.7412669302313336,-0.4415933743886419,0.6191940662879729,-0.9092042491959216
+2101,0.973875234375,0.13389310546875,-0.2850644052911447,4.543800448440432,5.172859085177611,0.5045363032301731,-0.2644164913591564,0.4570578422556317,0.1183204487804877
+2102,1.242957890625,0.3298502734375,2.8408748651263367,0.9683994407082376,4.746894047005924,5.189732005981601,0.8622122730642273,0.5169922785645211,2.78988477915086
+2103,0.9257221875,0.093216533203125,0.1006520956642083,4.357106882135898,5.022215547484593,0.986879662065992,0.0718371212976112,0.6631973305293204,-0.3450250783546263
+2104,0.78270515625,0.10704943359375,0.8936482569107896,4.79850412938216,5.272903179734786,0.5334818388724836,0.2935771366256265,0.271776031989265,-1.3212673233554195
+2105,0.799796015625,0.0705423486328125,-0.1508857702810723,4.535646173371983,4.697952233175921,0.0880685248740383,-0.1213252886388559,-0.0011588581807891,0.9246494910247562
+2106,0.795544296875,0.117333349609375,0.4811345642025451,4.235787825355646,5.279662162766719,0.7397911057258612,0.2505638074234951,-0.2162621046743454,-1.1961412623263246
+2107,0.962164453125,0.146475400390625,1.932848022733544,6.665140978692835,5.497277759389846,0.7730277922844246,0.4325600264067357,0.2555650135770041,1.7934026128387075
+2108,0.818067578125,0.1751673828125,3.0368402943981527,1.8642300909626417,4.77352197849,1.8600797791749,-0.1719653945746972,1.1096440818096314,3.9170439696428185
+2109,0.8839296875,0.0713866943359375,1.908061495616162,4.953586232174363,5.2049512239170905,2.1286768383597874,0.1755118159715981,-0.4115262429546102,0.3252441423843422
+2110,0.945894453125,0.149874365234375,0.91322969556282,4.439622536438931,5.2403353182386025,0.3568249405428785,-0.058186213427305,-0.0033811943224546,0.0709947558320236
+2111,0.826935390625,0.0992193359375,4.304094349140409,1.5047420658773871,5.135580508069789,0.4539224987156696,0.3444841429033677,5.618241963115289,0.4896475917339701
+2112,0.884121015625,0.11037458984375,0.3487273119262473,3.909504041589282,5.307691305503912,0.5403762494955727,0.1351378673328716,0.0322093295710981,-0.5393068661552687
+2113,1.02048015625,0.1340593359375,0.6888355074424273,4.312236659384149,5.219499110932026,0.9824762111716532,0.0948539881651316,0.1385559304820063,-0.2691765329242792
+2114,1.036059375,0.128017529296875,-1.4201465556550965,5.184036596141559,5.358522433524591,0.2251515981483057,0.0566345113366418,-0.4426337369135714,0.5711984508121077
+2115,1.0044359375,0.15521166015625,-1.3615051143574748,5.042189178531348,5.567558724543499,0.9519809750200168,0.4248640830877039,1.1676975684508517,-0.7176020446297274
+2116,0.704995859375,0.08265296875,3.864021230370864,-0.4295606632337084,4.724043917033336,0.4913181222815888,-0.137963327543741,5.680385643094515,1.514455734785792
+2117,0.9767659375,0.106494345703125,1.3549325889128063,4.980721086841846,5.299941381316948,0.8108756174276417,0.0660638701246441,-0.1085934689976782,-0.923589508584344
+2118,1.556468125,0.5347452734375,1.7775432083365696,2.456832174990995,4.648523060140287,5.319559501596336,1.492176256559525,0.5546227694526242,3.5753056640732965
+2119,0.906478125,0.08557185546875,1.459746322777411,4.185014928364256,5.425198468346975,0.6467717373417284,0.2349333678955793,-0.3076043235897996,-1.3723793637276576
+2120,1.134556953125,0.161387890625,-0.4585005041947429,0.9462423206079073,4.262178042264345,1.614351662495091,3.390884728684507,-0.0792070235224316,0.414580386768427
+2121,0.8996940625,0.13281052734375,1.3310967062311454,4.726600520925037,5.537347774692477,0.573274618692528,-0.0518386010866514,0.3229764291759998,0.3850889138713147
+2122,1.543398125,0.2267448046875,5.1795326642812105,2.4361983110603087,5.489329731392218,1.948988246994564,0.1061160572386956,6.290344073250767,-1.1871779282354091
+2123,1.1202153125,0.1285690234375,-0.0797192278965521,4.630562866765906,5.452550460034383,0.5222952415890789,-0.4891228822112972,0.0975697922207544,-0.5754472224418138
+2124,0.66549046875,0.147444560546875,0.3175265450833174,4.847796226810305,5.385832870073221,1.1262158931353463,-0.1802843971622198,0.1063820383483549,0.2396910487561802
+2125,1.0124484375,0.145639462890625,0.6933399005228525,4.854103268473596,5.451292622302077,1.5274179506975616,0.2602387332529414,0.8927821761550971,-1.157164001743024
+2126,0.863155,0.11989697265625,4.860418093887515,2.7610743460426077,5.146982537019414,0.5535825062555196,0.0645364123031369,5.566446130587655,-1.3372707721845187
+2127,0.8949259375,0.121463828125,0.0379927329642691,4.178790730950092,5.345612341636446,0.6249232958795684,-0.1203572857077925,0.2738205354221833,0.7330593718974171
+2128,0.93800109375,0.11845373046875,0.6833722319680842,4.611366138911622,5.136641417518459,0.2633814113195605,-0.0576154729366127,-0.3685370475238221,1.0049620847605107
+2129,0.87288515625,0.129326943359375,0.867430454587935,3.952624137242097,5.185326887348037,0.1844977769315549,0.1745142876318125,0.4816472282531011,0.7454203342917249
+2130,0.9483296875,0.113735751953125,2.274509184501993,7.68255446294205,5.689676801203299,0.883980125181044,0.4256964928627651,-0.7329960378643261,2.416967361853737
+2131,0.68410609375,0.208914296875,-1.0007359103723508,4.82385650042624,5.154582341234539,0.2751274553825104,0.5296009349303563,-0.1247430819605634,-0.2200403282103318
+2132,0.73555265625,0.336969296875,3.389067921799467,0.7413611910478187,5.133408515748863,1.4879835650680049,0.5900708227022414,4.972557004108975,-0.8619544901359506
+2133,0.7899878125,0.151792890625,1.5836148549552331,4.481238917767127,5.541938527503166,0.8108689989525403,-0.3906848174290839,0.0689220050422423,-0.3060172234228442
+2134,1.2022334375,0.120251640625,0.4411345200217534,4.81514015156636,5.6779852978838425,1.132037952491069,-0.2307537519110598,0.4519214978300848,-0.2965248296603549
+2135,1.18916078125,0.144491474609375,1.106710598087065,4.484682507880624,5.644281426809283,0.7132067666205208,-0.2576172952813162,0.9633592666144446,1.1889076014185205
+2136,0.647761953125,0.1430434375,3.8314084258517096,4.796974401998619,5.346858384657247,1.0730243890652127,-0.4891472256367891,0.41950942717636,0.825179686197722
+2137,0.689967109375,0.1612090625,1.2074750533658063,4.964805678968848,5.947871373883979,0.610352490199729,-0.4310698210809271,-0.3049765218306279,1.020628981807047
+2138,0.904628515625,0.102865537109375,1.1555233174844852,4.193823516528186,5.574763508945424,-0.1804761735521502,0.220749449303109,-0.1111381960429792,-0.2920879540781921
+2139,0.92015625,0.113628935546875,0.9724883969639836,4.322739035308855,5.149721128216702,0.3169484406966222,-0.0571479449788424,-0.8391980810691563,0.4561721818166202
+2140,0.69239359375,0.116546015625,1.4224484786650338,4.692614427884876,5.112307901961436,0.7848747239489837,0.5826800024343953,-0.4384155607223859,0.928087337908212
+2141,0.824105078125,0.088040673828125,4.9387076398972045,2.171943279487881,4.8073763587770575,0.1053263610356025,0.1810332885780435,5.621085087257079,1.3084620529568194
+2142,0.94602515625,0.10153451171875,0.2637945290458586,5.114563235726121,5.67659061583969,0.2509064951894968,0.1258715700086465,0.4223090856575755,-1.0121444785145597
+2143,1.181600546875,0.4307452734375,2.992876134035063,0.2210816991902578,4.721813050781609,5.018693754387573,3.0115349256072,-0.094788162496357,2.061613020585208
+2144,0.8839790625,0.134772255859375,-1.0427473248073835,4.731099302386058,5.335575246992059,0.6067471253082459,-0.1780527961735379,0.1201638157458929,0.2595188635519664
+2145,0.6493301171875,0.1506623046875,1.3635163865078832,6.487088558675072,5.297634237348906,1.73682049080486,0.3611591858172137,-0.9101076666449556,1.2001604820008689
+2146,0.728958828125,0.114569287109375,4.682145306261432,-0.1050651294860927,5.109179177555263,0.94302435804741,-0.0577303087145915,5.167128291863528,0.174284488362223
+2147,1.132858046875,0.11389478515625,-0.0571103310968237,4.404026259359502,5.478058826610956,1.261709497642069,2.062138112321385,0.5316828509853274,0.5030212274282745
+2148,0.86556515625,0.19162572265625,4.949443824494423,-1.2641567018053383,5.2672838026473325,2.556142465952501,0.2104988324596027,4.006748951447043,0.7985442354337616
+2149,1.6822234375,0.4195570703125,5.298319878657406,1.6414634252408458,5.419552537758694,5.455242118302458,0.429113325053891,-1.1847901070471685,4.422534590310583
+2150,0.6038919140625,0.198483203125,-0.7862327588250596,3.881077168112298,5.103423301534735,0.7142730094132111,-0.2178490245559945,0.0953679629047228,0.3350936597782177
+2151,0.723994609375,0.140105341796875,0.7166145853876457,5.078084637564753,5.510008056588944,1.0859357915657788,-0.4599076175661117,0.3080011187173881,0.8677510037099192
+2152,1.88275203125,0.20687466796875,5.37297067390564,2.35023063444192,5.636740908049486,1.1330471306570455,-0.0545072998448239,6.560234688507863,2.504595350217857
+2153,0.97420390625,0.137779951171875,0.8499521068391986,4.313406043172791,4.974581372615212,0.1989501098877973,1.8092031408233131,0.5108895497652296,-0.9189471803586148
+2154,1.057427734375,0.14805966796875,0.7094770271638524,4.228570024181073,5.254446318446883,0.4281809372916537,0.4284719599683929,-0.4076058499698832,0.008892423506617
+2155,1.32934,0.123205322265625,0.5568889211879374,4.419415019259232,5.475010784502697,0.3295868742691404,0.1128728008440747,1.059096142265748,-1.092824800731342
+2156,0.872741015625,0.133114169921875,-0.7831384937622384,4.737494191196698,5.480742224001467,0.3488866232507314,-0.1000682595946422,-0.1657216368941099,0.2941495496437822
+2157,0.876510546875,0.16283712890625,-0.3965799407687956,4.358769760890647,5.404312447483198,0.5054946249295577,-0.6090259801087833,-0.0403919415398777,0.5493122609762736
+2158,1.08615078125,0.131055234375,-0.637835259749347,4.326537733273669,5.56452665944486,0.3889987348391568,0.1067520757148039,-0.2753647349792502,-0.5937435516039126
+2159,1.048574296875,0.110991494140625,0.6545660221395365,6.328643193719519,5.113538048384628,0.6115215527558103,0.227619718871669,0.94715389930677,0.4686067845243776
+2160,0.8180078125,0.085798095703125,3.637356755260559,1.8781406443881028,4.849746411788036,0.7575633388089804,0.6558277194482792,5.650987099658756,-1.6708716802181875
+2161,0.94713140625,0.121600654296875,-0.9530662633568538,4.223199267101538,5.105317648358327,0.8129655094730116,-0.3657246236636087,0.910635230788633,1.0773320618919928
+2162,1.09716390625,0.1420274609375,1.5284548687035375,4.938006067876496,5.684091861307059,0.5012587157425548,-0.2670849945772055,-0.1978223046174112,0.9574766804398924
+2163,0.697514453125,0.10300236328125,4.590972380571768,0.1963379532301577,4.763919768718276,0.3935893242029613,-0.2148421014638552,5.550908959680098,-1.4606694755011964
+2164,0.43291375,0.120213828125,0.7269960342679714,4.802093086828559,5.169898513355858,1.2158634884754225,-0.2060761996918727,0.004271955958303,-0.5308241399453014
+2165,0.864609921875,0.1187723828125,1.638730047664284,5.096637516318216,5.393554388977966,0.3169679012117778,-0.3461935144211523,-0.3496952360076309,0.0633679325640126
+2166,1.269158203125,0.125485703125,0.6833499652307574,4.73477105949725,5.662584539963287,0.4863230958886548,-0.1085290092816648,0.8677449744557472,1.1388510635998812
+2167,1.17938109375,0.11346810546875,1.3892687665906154,5.056791331718862,5.479549914133287,0.7316235439933223,-0.1409290799945298,0.6100867240987685,0.5608291143726617
+2168,0.950781484375,0.140582421875,-0.9303301358715996,4.508248154502735,5.297391577550011,0.7584304376654663,0.3270776409427687,0.1435252594636727,-0.7731480029599851
+2169,0.960745078125,0.130938212890625,-0.8293211072446666,4.774210026127024,5.529055964606477,0.1435840570869691,-0.1347670023566592,0.0008770515466024,-0.4845398979563792
+2170,0.87999953125,0.17867556640625,1.4974024019624987,-0.2589880594261781,4.723401820261728,1.6079169700582103,2.492818284079431,-0.1392377625641103,2.132207646737172
+2171,1.288001875,0.09860962890625,0.8121567050588839,4.149204021553991,5.059046955643066,0.6264785426248144,0.6525358722880568,-0.2589782731002111,0.8582156186973204
+2172,0.88186890625,0.120420869140625,4.440309105056205,-1.0446147397328591,5.195737628821292,0.1198586836041431,-0.2506495674359679,4.665504666829436,-0.0740944994634973
+2173,1.81306265625,0.162768125,5.337160606641361,0.730241998098588,5.716147508462803,0.909606308793763,0.1330513578479191,6.37823966759297,2.1164163521454094
+2174,0.94469265625,0.127436640625,0.7363541966476521,4.018891279295581,4.974449389640249,0.6069141078280494,-0.1158894162165944,-0.0417312545440676,0.6473452161696924
+2175,1.18251640625,0.125299072265625,3.7949376075582193,4.982265861633102,4.9532248812099615,1.0175373358126794,-0.209684253636001,1.0456250813973094,-0.3062667856657672
+2176,0.870798671875,0.13622689453125,1.3198631255920907,4.778338451868147,5.577376008448042,0.6574660835516448,-0.2314756148675574,-0.1810508305797759,-1.118108897355513
+2177,1.43748921875,0.30765865234375,4.632043678547792,1.2350782329116536,5.489932422221931,3.8408125782125127,-1.1934587153423648,0.3391900570246417,4.956830824922215
+2178,0.9195834375,0.1066581640625,1.438846807002934,5.290962415834033,5.503074894921362,0.7434535409505221,-0.3845096840233941,-0.071011423895566,-0.7631699904597775
+2179,0.720806953125,0.127138974609375,-1.526814666934791,6.710597942686031,5.399872487368981,0.2803977561674028,-0.3945473573918194,0.2164503231607167,1.802115426183026
+2180,0.79684625,0.16382849609375,-0.0592728949958228,4.637368504738592,5.418016507383861,0.4414842693452891,-0.21957177331544,0.1059841605022176,-0.93658392204473
+2181,1.256795546875,0.4932112890625,2.3954601969291915,-1.434570277287076,4.766801310145322,5.152443500046708,0.3737698748111767,0.0942332925710414,3.454719628809225
+2182,1.185972890625,0.446558359375,2.4442125724553097,0.7139350991958765,4.772488494831326,4.836457224559757,0.5286400608708326,0.6338598744666378,2.9670863072337177
+2183,0.792615546875,0.17516978515625,-1.0468659829925462,1.1531468958433275,4.464692403114447,0.3874054289768549,2.9673586307882074,-0.4223014814085828,0.5850823317589751
+2184,0.796315546875,0.17039359375,-0.3177730024331791,-0.5621765153728724,4.881879090336806,0.2585648066407744,3.2604202678592964,-0.6086001566111592,-0.1122667958029627
+2185,0.772072578125,0.07700962890625,-0.7255837383912604,4.908910726608643,5.086995861767895,0.9384619522801284,-0.0026401555612402,0.0899619355762967,-1.6726281940220766
+2186,0.98824671875,0.11797365234375,1.519622333114445,4.717126472903326,5.524035035962528,-0.2378416899043083,-0.2683016192321983,0.0781148876255257,0.1442424078350406
+2187,1.04485875,0.157202783203125,0.2792463137726128,4.0690120300753225,4.877534347697861,1.379291261762746,3.612367991843831,-0.4161978214077292,0.2726898660305297
+2188,1.09848046875,0.162525673828125,0.4705958462781514,0.0775760749590349,4.718966466811249,0.206758230307912,4.436432033965594,0.6863301753317647,0.5000696667414524
+2189,0.81031984375,0.16471125,1.491916166743702,-0.7561402055470214,4.398341240391154,0.5417754467737581,5.819013393526898,-2.2014988079677926,1.5489264541004255
+2190,0.73493078125,0.18585517578125,0.7100201815597816,4.438595363349747,5.281587762044303,0.3580435523628255,-0.3518074733234516,0.3441491093079065,-0.0791793870611453
+2191,1.15189203125,0.13457421875,0.2076327740782915,4.304335152784518,5.303408235419648,0.9314009821760786,2.7602007591440945,0.2852406720380049,0.7759471846341882
+2192,0.9632075,0.140830859375,-0.9293777256595336,5.618496914411205,5.240310051241208,0.8646503435358671,0.2504232450026696,-0.138146634169843,0.2198429769133994
+2193,0.807257421875,0.11317166015625,5.942461166194295,2.9359475711167766,5.3042163734182255,0.329643736378393,-0.0101690996463309,6.075530461426292,2.0055624691700404
+2194,0.5923947265625,0.20030978515625,0.193551438662864,4.203539005273215,5.4961568085590615,1.0527750039929478,-0.0884802556022151,0.1000582757436831,-0.1825441079665837
+2195,0.799004609375,0.10251927734375,1.3648720691866607,5.070627240927888,5.336222962452272,1.0297830232302854,-0.156226863502974,0.7582334416931772,0.1105052304939435
+2196,0.96427609375,0.139048564453125,1.2174464030941796,5.604636331630923,5.529000204737457,0.60967889663642,0.0633846452873946,-0.5950800242963143,0.1540882347708138
+2197,1.227126640625,0.13256388671875,0.9545996002779528,4.91142686627644,5.479128028679752,1.4791982554091485,0.1431471481900865,-0.6141346105194464,-0.3783535623149114
+2198,0.96014328125,0.1497075390625,-1.193868599009161,4.685426311506123,4.969264212215974,0.4744117044825657,0.1463635598647339,-0.0364876060647276,0.4959538778616121
+2199,0.948205859375,0.175102578125,1.5303007223024006,4.509069085877038,5.433239431559444,0.9884496787748234,4.180694340178809,1.30970934875428,-0.4752826241876283
+2200,0.71751625,0.14259216796875,0.7229511019875444,0.4774842397919738,4.828507160372618,0.9107604846470084,2.160608476446719,0.5225251809660446,0.5873924074122637
+2201,0.772456484375,0.130995830078125,4.036027982458189,1.6156535488082702,5.41792444479039,0.2185839006176399,-0.449716610062243,5.458300951366507,-0.1363218760004881
+2202,0.888940546875,0.0831528515625,5.079050665608979,-0.1084564827664745,4.920531000167883,0.4165698661100256,0.001317238227913,5.668219978111227,1.710920831718357
+2203,0.82875046875,0.112257099609375,0.0457288083010876,4.247879707885056,5.636732905134528,1.161600949639735,0.0186888236544704,0.0138350776072398,-0.0842782520633502
+2204,0.685074453125,0.16833583984375,0.016435184330562,0.4610351632990413,5.278484539642537,-0.1912699776699722,3.2577163686242794,0.4051528508267814,-1.3532974472813109
+2205,0.973659296875,0.107852373046875,-0.0161437974896547,5.0683519808659465,5.761429104282787,0.2771700131860219,0.2374530291267384,-0.0970804532106763,-1.4324865498122537
+2206,1.36127265625,0.1268779296875,2.7285253414979564,4.591858954587407,5.349115977431765,0.8140933378954269,-0.0115831004330974,-0.413152581121468,0.3274974312963171
+2207,0.88380296875,0.08526701171875,4.429339161328321,1.547419609774497,4.780203472855665,0.0807184751000108,0.3269645249835142,5.580208448219246,1.41579253027131
+2208,0.74449078125,0.134340791015625,0.6268915640089885,4.8578086698897005,5.19833890334604,0.8222261624196909,0.0862958691067369,-0.4338948581641166,0.8284214577564252
+2209,0.872205703125,0.092426796875,4.030090934658052,1.7397948773632,4.540243027073428,0.8861955415918283,-0.2436705902177247,5.287049493888889,0.7164230522307702
+2210,0.9849059375,0.094765986328125,4.616881336338133,1.9612865698357929,4.828827457164637,0.4800574924132177,-0.2272375401898254,5.730852553508604,0.3886951777018425
+2211,0.6485497265625,0.098595224609375,1.1852004428019611,5.285489934239638,5.400835552078796,0.7704588775894082,0.1525271482947306,-0.0506227524110077,-0.799561236779964
+2212,0.821652734375,0.0910327734375,-0.9916502892631678,4.738713177759354,5.201766324186012,0.841506853226934,0.2312855678904408,-0.5731043859998018,-0.9029744568490145
+2213,0.951727421875,0.12669490234375,5.235578271548335,2.1089341612373658,5.102102557765713,0.4973461073538561,-0.1857191305662713,5.5842374099980665,-0.6789275455729635
+2214,1.281385,0.3748534765625,2.9838796341734914,0.8552657874730938,4.968015342883117,4.779090330955212,0.0338560824693047,0.9100230981094586,3.139121712393329
+2215,0.710956015625,0.16625349609375,0.5439826989180357,4.708513996223782,5.307022447338471,1.0188016397038262,0.0943934982408545,1.712769421160704,1.2852518642383972
+2216,0.96637515625,0.12281646484375,0.583321514909177,0.0518436112256806,4.52181154774769,0.2412248740441921,2.2153096921726734,-0.1486121650599484,0.2772999073542309
+2217,1.1584921875,0.365700078125,5.798849867008685,-1.7160789379800858,6.049555510782582,4.240681811522479,-0.6360869408073317,-1.0543529341438869,4.8088002954224605
+2218,0.690769296875,0.1887500390625,-1.3300854847395511,4.809553265971003,5.619017925860527,0.8475800144186323,-0.1884295764771342,0.429197013408368,-0.1622522661792418
+2219,1.121456484375,0.118622958984375,1.7861434941736376,4.328803191378167,5.541169211350118,0.3908448193442125,-0.0677455599702615,0.3877271327288489,0.528729822137419
+2220,0.786825546875,0.0625394189453125,4.546677974811129,0.1628632857267797,4.580122530273685,0.2593074743357656,-0.0625562920414584,4.966778554163041,0.7623567306541275
+2221,0.9855140625,0.103164990234375,-0.8054251278139772,4.424844126951479,5.4319513265947865,0.5573653976960193,-0.0742482171877885,0.2940952175318985,-0.7872856089702314
+2222,0.9912628125,0.105048701171875,1.1615131616908223,4.845879429116867,5.54117002302631,0.7830437861127715,-0.1896609609335912,-0.6199887124437831,-0.6754346546892745
+2223,0.857353515625,0.162381650390625,1.5956973909930523,5.472562071403109,5.574657420880426,0.7839047059435506,-0.106849032385752,-0.471731443166824,0.1083076686166265
+2224,0.90267453125,0.1775545703125,-0.63721646503295,4.250225323989044,5.350241210182018,0.6339657864505925,4.63929900580901,-1.369843124204127,1.4047721392373127
+2225,0.96247859375,0.1430650390625,0.5937333681993112,3.9116205819687058,5.136491932430455,1.4536979670137395,3.5144435207759077,0.4265344151716309,-0.0365146040441988
+2226,0.900051640625,0.117455166015625,0.689148371172339,5.142067924775602,5.443215264891849,0.7575687218726386,-0.4557969588581179,0.2995668141332476,-0.6944737157536819
+2227,0.8809140625,0.138788720703125,0.2798924523520837,4.743993894462401,5.61978170820017,0.4256654006387217,0.0306563913672937,0.3453846629034115,1.0941266537664085
+2228,0.664302421875,0.146687236328125,1.3212772178938506,4.713999663772978,5.273669233516587,0.8284207763016114,2.8769647796192457,-0.5218439131797126,0.2518576402435593
+2229,1.073340703125,0.11227810546875,0.2200995617592963,5.025890699457854,5.528488054332418,0.2347493383827248,-0.106322050219994,-0.398082711262179,-0.1427403362476487
+2230,0.7401490625,0.0674704443359375,-0.0590992759699212,4.727915731256333,5.406671680556332,0.1445888265736473,-0.195720700623214,-0.1112519558015101,-1.0648881506850527
+2231,1.010588828125,0.192791015625,3.90036741411253,1.7769535825000295,5.370153990409219,2.416884766080269,-0.041273959376407,-0.4333304505277371,4.336725238180011
+2232,1.44413953125,0.437627421875,3.2379396394604414,-0.0366752476089474,4.71707655084214,5.155530204391106,1.5556425962470055,-0.132995477120405,3.439727360725502
+2233,0.88438734375,0.083885576171875,5.594658831980919,2.2575443651110927,4.9757161485517845,0.5292598520516298,0.2311980438431291,5.921313394415718,1.83317778323079
+2234,0.8473140625,0.122207353515625,-0.8598837743367505,5.090504222237872,5.04352650878785,0.773427553566504,0.1842455393214657,-0.5305667775517435,-0.6382537608728525
+2235,0.944835,0.099167724609375,1.4265452145112585,5.023913310385671,5.583003131477136,0.0190235508322586,0.3350915298222202,-0.7376460844396715,-0.3861077384473623
+2236,1.161495234375,0.101612529296875,-0.8452421694663719,4.96797298890556,5.355173783334272,1.0297101427411313,0.3476403614911934,0.0601464081835939,0.5409262036693546
+2237,0.77922625,0.088918017578125,4.796056174365273,1.5253722876616411,4.771088664470395,0.0880844582467503,0.6355043360833719,5.369250137627737,0.6522948840786096
+2238,0.7674896875,0.26085865234375,4.055210499475663,-1.3585557518189766,5.045947469601925,2.196562659953325,0.484898634099675,-0.04429875943575,4.836684945959738
+2239,1.167556171875,0.109556650390625,-1.614911814892047,4.56395446657319,5.522198649085039,0.0498640150653217,-0.1240193167181101,0.6935076734221884,-1.0609363497760829
+2240,0.967288125,0.5019458984375,2.6747071010517818,-0.1920097967509704,3.720256396042605,4.414434386850232,0.4669152637193437,0.4235720478901951,2.286649523248972
+2241,0.937040234375,0.14085666015625,1.2296023343072977,4.997964178399975,5.20634672959022,0.2499726914615082,0.8032807065724012,0.3296869458437984,-0.2839235144588675
+2242,0.9885203125,0.152246572265625,-0.562836938803047,4.691612585719844,5.675636383441504,0.6293322274232155,0.4656466146838909,0.3067014968179706,0.722243178937277
+2243,0.6026386328125,0.14456888671875,0.1225839863530409,0.0974392120084826,4.419352720618586,0.57861281657436,3.3530534872271365,-0.9917295363390446,-0.4584698491990504
+2244,1.002089765625,0.0601444189453125,5.105935896564828,1.1272022400952544,4.980222266380267,1.6930024921349691,-0.5926707133095896,4.913237456126818,1.1599874327390751
+2245,1.03388484375,0.10665216796875,0.8749038058630463,5.567665148560901,5.204538326793644,0.9794860214626762,0.331822802019095,0.2040060879215663,-0.4076925543187595
+2246,0.981175,0.130829599609375,0.7835885662662343,4.722452946558438,5.328202703388796,0.6464724917226717,1.616776069830015,-0.0051530704385243,-0.0864008794840469
+2247,0.741388359375,0.087240732421875,4.086420301251142,1.3461596193067855,4.667633290680104,0.0596894805677823,0.1794773070677584,4.8793494063297045,-0.8358184399127615
+2248,1.129918359375,0.0484562744140625,-0.3275673068688562,5.033760489447478,4.623060738692067,0.5711692299850227,-0.0150760346768397,-0.0566530371498064,-0.6575058303230883
+2249,0.6443161328125,0.1468840625,0.6879444123737368,3.8588217293206672,5.24382593339632,0.4841800424942601,3.4596090583258325,0.5619030313640748,0.684162500522764
+2250,1.313235,0.5018802734375,3.321186357421245,1.2839302813324684,4.9836063607677925,5.190838936988081,-0.4677490090221181,-0.1165569474429364,3.664298939329669
+2251,0.83121296875,0.126073212890625,0.9047461017139814,4.964176150030351,5.865234197021406,0.2652115267674712,0.0641222604750264,-0.2395735940364282,-1.508516496842678
+2252,1.156442578125,0.111527978515625,0.9158816243351356,5.181798687487837,5.438619751422715,0.7206792686670973,0.0437773686884776,0.3426903285031047,0.7044607451227329
+2253,1.035992734375,0.136748388671875,3.751167289356805,4.385722619973499,5.532982512401953,0.4288336536240524,-0.1117585801928121,-0.0218054844000612,1.207036288948876
+2254,1.205698671875,0.3777681640625,1.64256254264988,0.0612681956750024,4.365270228497036,4.424388382725981,-0.0237364884032355,0.4060967337682176,2.2741956605961717
+2255,1.079615859375,0.10641693359375,-0.3004028242868987,4.260147535345574,5.343502060181808,0.8980203242932787,-0.3981565451528625,-0.5364917239182214,0.4595788783450868
+2256,0.81707046875,0.088511142578125,0.8690847936331425,4.355381234288931,5.415877762539033,0.679580821805575,0.3568833252638536,-0.0760028966999531,0.4603586467253591
+2257,0.93531078125,0.0650760400390625,4.78972809426189,0.4050432545508964,4.6601820391740265,0.7268972904209333,0.6098188392633993,5.275764029877062,1.6160657116149255
+2258,0.91236640625,0.121051572265625,0.7747129812577735,5.657896187839193,5.417589128351278,0.5171969267463162,0.3455616823117681,-0.245512112110959,-0.0472374349094779
+2259,1.02572484375,0.084759921875,4.012891726264468,2.3894045099630388,5.019043989020121,0.1773022956405662,0.0455932185806,6.173317824769335,2.6605866620075536
+2260,0.89503515625,0.108650498046875,0.8559699848408859,5.522419523635832,5.741910076640347,0.3055363357990232,0.1908084156666876,-0.1308293994163634,-0.8224788362461422
+2261,0.923549609375,0.0913940234375,0.8211656360954829,5.455866154203227,5.382049542846228,0.3123804100755934,0.0407853475494574,-0.7830705054989351,1.302350290199353
+2262,0.908003203125,0.106702578125,5.515001556031047,1.5438539550670498,5.062379327032462,0.645009380975506,-0.3050271816988033,5.868909994221572,1.0083055721180476
+2263,0.87633828125,0.1310522265625,0.3165408154924249,4.690174705321651,5.745091024463303,0.8155426937469318,-0.0199791530681052,0.0124138863077882,1.008107747228578
+2264,1.32943640625,0.1149407421875,-0.4027306133900961,4.707725480145923,5.155225714527767,0.8518936629849732,0.4681788290297588,-0.0780015965783707,-0.3934280834386414
+2265,0.72147546875,0.2246275390625,1.3608729429885666,4.492524219550083,5.779990718032686,0.8713602629511006,-0.1187942684310432,0.1821008051156295,0.1593476155707889
+2266,0.777913984375,0.09541169921875,-1.0727416713895677,5.81055226619741,5.081810176354635,0.4928766902138964,-0.2419030228078436,0.0540856692244279,1.634900243014559
+2267,1.211638515625,0.4581648828125,3.3007337519693243,1.2136591718581555,4.902048482360755,5.291425428774766,1.5416285336300417,0.0326393685233249,3.6083721814330634
+2268,0.756625,0.089025439453125,-1.0142337581878882,5.104119615790892,5.176410265365532,1.936940613087136,-0.2342177646780765,-0.1432679197355603,0.9282796172449994
+2269,0.998157109375,0.094427529296875,0.2033431722195199,5.903946075096387,5.316500126039999,0.4976074990719391,0.5853720934108962,-0.1645810832480572,0.0406717385805123
+2270,0.91193703125,0.14974294921875,1.5818763776059728,5.325818169136705,5.429938392569998,0.6347098176299184,0.1566985044512905,-0.0146057311519354,0.3676282853166633
+2271,0.857443125,0.1510217578125,-0.7830614543471518,-0.7978480512796562,4.261624072131104,0.8531183476638953,6.130978772723159,0.626452426726283,1.3798306651757828
+2272,0.888153046875,0.110489208984375,-0.3207095829637442,5.32124837586346,5.646912162045091,0.694264243251773,-0.3545413454142907,0.7869413727593647,-0.960600247084218
+2273,1.072989609375,0.0997858203125,0.5922371161766646,4.219784889018302,5.317987038992623,0.4620093134245052,-0.0817256639018786,0.0682868093406383,-0.5377291771102662
+2274,1.074683359375,0.077999794921875,1.5423686736602855,4.295494850944428,5.608967262542357,0.6622625683488402,-0.2226971542928131,0.430673664667342,0.6078815432116564
+2275,0.80871640625,0.105575595703125,4.941749933724551,1.2108685102343557,4.660334128728855,0.3932997143185457,0.5581288033620673,6.017017673098732,0.0101045004252722
+2276,0.908852734375,0.17123552734375,-0.6513370797448504,4.336931814529227,4.94140026058909,0.4541549383101503,2.884481458291321,-0.411179354446707,-0.6508378006177442
+2277,1.52070015625,0.30857927734375,4.3353342606762295,4.597906273761381,5.911678821613007,1.18443068485981,-0.2794573155299099,6.179292336217466,-0.1553552733473111
+2278,0.97113046875,0.0676072607421875,1.5014910921350677,4.585973067627258,5.646901375623326,0.6807122292113096,-0.5044397739342784,0.0094582775773059,-0.6528785376920085
+2279,0.781311484375,0.1748889453125,1.0913296478697443,-0.2959996093195312,4.957157491952114,0.5965938634063618,3.868890948980868,0.2133010919647255,-0.9453754559441154
+2280,1.133012109375,0.080645634765625,-0.1973583549294996,4.440858754948367,5.327428387884458,0.5313584336784444,0.0529381452146099,0.219545674049526,0.0110890276496521
+2281,0.79153046875,0.148155078125,-0.0111142689119121,4.244657517477007,5.4445210257457965,0.6199599517848885,0.0424116947572823,0.0255231733674667,-0.0663851797575781
+2282,0.796333515625,0.0808598681640625,-0.582435669753848,5.362679247553113,5.249489080303858,0.1872979228479963,-0.2742800300773014,-0.4716628819435104,0.4224236956089096
+2283,0.8103171875,0.093965458984375,-1.102555137328476,5.079761993567244,5.171009354739438,0.5206761409598116,0.1818175844865431,-0.2011112527485486,0.8257055191285856
+2284,1.017373203125,0.109590859375,3.59867937288712,1.9144033646953345,5.174946160085585,1.2039768262245545,0.7362567312860925,5.344407101519568,1.4129170615077948
+2285,1.088645703125,0.123118916015625,-0.8657945215436543,4.331448283038871,5.352496938596413,0.6832484779870289,-0.4005660984536798,0.4495650433035851,-0.5349405082413139
+2286,1.063543671875,0.260690390625,4.858457236949905,0.7375116381309336,5.440617956685959,4.623957314137296,-0.1676523833846828,0.9965141885224216,5.1346116714128565
+2287,0.5371416015625,0.182276171875,0.69817345516313,0.875806311873669,4.866659446359866,0.4057456178193455,4.788088712188434,-0.9369841646578349,-0.9320459892926728
+2288,1.1628553125,0.11062123046875,-0.4582845823550521,4.673993344426729,5.612976225015444,0.6002884057595059,-0.4705036651994919,0.5220629020534975,0.5102677722019604
+2289,0.82910921875,0.128648232421875,0.1366333722109947,4.803845418600016,5.319113236708703,0.5404223992502825,-0.4653853481793884,0.3369070649336088,1.2607135006220929
+2290,0.68264296875,0.24449296875,0.5566372691938692,5.233323129448098,5.480727572031487,0.5485081455002072,-0.1270927346413771,0.4664256976363488,1.0624747992941366
+2291,0.74373203125,0.105460966796875,-0.8796301370123449,5.571775775362902,5.39384143694402,0.4872749128848636,0.0301401178218717,-0.1881077004552948,0.3659581233419751
+2292,1.10137484375,0.134088134765625,1.3945323363676343,5.477448876318964,5.483829051600419,0.891865494799093,-0.5421478471547683,-0.3478252647503503,-1.2969700339600396
+2293,1.0666278125,0.190106875,0.1423586522186258,4.281515954549118,5.223223102314512,0.7281973338810575,-0.2834890708716063,0.0650480708260822,-0.884454076186635
+2294,0.990387421875,0.140607626953125,-0.5132213029485764,4.369756037362839,5.335929113059745,0.1743423270228308,0.2564049490284392,-0.5567293263334117,-1.1309067133351622
+2295,0.878675859375,0.17441126953125,-0.6759766327641323,6.199150991312983,5.186974684441644,1.511234289715287,0.1355836894808128,1.0723769735465956,1.2788208159895795
+2296,1.05687828125,0.1281717578125,-0.0450219622832266,4.489188376021158,5.633999319157524,0.9860483420916571,0.0056816949177839,-0.0591840267211595,0.9183098151534036
+2297,0.96385609375,0.08205947265625,1.1058572018970994,4.541551938417723,5.094997068043794,0.4680907879217919,-0.1986754942600997,-0.2823903965886137,0.0660439082484358
+2298,0.93827203125,0.1240556640625,4.148935766561886,1.0852254006599449,5.202768515701093,0.5978126298969783,0.0100818224917535,4.143560926321703,1.2123030435245798
+2299,1.418703125,0.67619984375,2.9378546221037087,1.197735025899619,4.989907686206063,5.503306799029482,0.7432717503175835,-0.4633076224182509,3.9302157936329807
+2300,0.85913765625,0.119250078125,-1.1061137945557826,4.475196047299946,5.386506560154377,0.94196715738048,-0.4101562583977949,0.0371745053623874,-0.4233456496775086
+2301,0.6297779296875,0.2270304296875,1.0230948824457973,0.0411031760905004,4.55973963992799,0.3273727883696978,4.6356165758363606,-1.6183553903280017,1.749974735395295
+2302,0.838927578125,0.11434064453125,0.556584811504572,4.936645916097174,5.614925111140495,0.2408831833293509,0.4296219537261587,-0.0116250783317633,-0.0599441284173363
+2303,0.43548171875,0.14340529296875,5.295643027750092,-0.5529816273892854,5.070800879986178,0.6416745571646997,0.7574830034306804,5.252523194472172,1.0367152405152564
+2304,0.88952640625,0.08580349609375,5.682476720444217,-0.3590253958704391,4.883581500862308,0.2854321742898315,0.1061220062412345,5.755997570020774,0.7547208185742222
+2305,0.63852171875,0.14768701171875,0.909265359292864,4.387110878538223,5.076945427966832,0.9568498792083192,0.1328242194206446,-0.3005274499893086,-0.2159638906976093
+2306,1.003738515625,0.11760759765625,-0.9350924831355282,5.305301085589156,5.675774896695459,0.7436290888241519,-0.3009633192501101,0.3900316326020784,0.8653778618107721
+2307,0.823121484375,0.14363693359375,0.7167327126849575,-0.6317418993409855,4.452290504803725,-0.2914192512441023,3.747610601480669,-0.9799261062397184,0.5577874154170559
+2308,1.046471484375,0.16041572265625,3.869324394647944,2.2822415409057903,5.284681320441493,0.6884023195184342,-0.1371516004595138,5.962536790638645,2.8013767345261784
+2309,0.935678828125,0.16069896484375,-0.2558534194923629,0.5973370796277843,4.584957469825797,0.5086073731752431,4.156688617536641,-0.2210545299788085,-0.2013080637463777
+2310,0.908439375,0.099629794921875,0.1071336030678455,4.108160116911845,4.935045469061925,0.0619143628381651,0.0299988240432495,-0.4327384203735674,-0.3036501727863956
+2311,1.73264796875,0.144498671875,-0.6409750517541772,7.22518869353691,5.881718806535671,0.7297500216231344,0.0709622887066092,0.1507154494683029,2.6292588583858696
+2312,0.844932890625,0.16916638671875,0.4598611511929956,0.3011907843316428,4.747806996702939,1.170507589610106,3.6440293131884864,-0.9849246967884993,0.8895688598577028
+2313,0.702692265625,0.0539741943359375,0.7743668908137948,5.168651607616968,5.051818281418026,0.2370576162217127,0.0255968599160502,-0.298194614031091,-1.4104506547204725
+2314,0.822444296875,0.130964619140625,1.510021455240308,4.426270162084304,4.978483254540349,0.4613627845750738,0.2510455547435847,0.4461099990865636,-0.780757458469239
+2315,0.878918125,0.12373822265625,0.2081394410387432,4.833732883460129,5.349778221309721,0.9120991072171454,-0.2646905340652197,-0.1092128684019087,0.5204607247780821
+2316,0.814233125,0.26476814453125,-0.1330756193626924,-0.2860830453036895,3.868843084122257,0.4868609736000281,5.554158699232587,-1.363083355411269,0.7668838650567913
+2317,1.044479140625,0.1431100390625,-0.293416232732737,5.266723889967454,5.7505664635463445,0.6211480914873219,-0.2392326269573601,-0.4822678530728486,0.5862454539212167
+2318,0.8654953125,0.11321966796875,-0.6352485731654537,4.56712842438136,5.077472531240884,0.1501134661936716,0.0198293472923851,-0.390305848508135,-1.130851401514148
+2319,0.999109296875,0.13519953125,0.5969520046925596,5.088225808085101,5.835229792284487,0.6451282626604118,-0.2726437288967248,0.4247065268005869,0.5552118357386671
+2320,0.972488203125,0.148728779296875,0.0930247960312066,0.7357079852099383,4.402378306811223,0.1058796835238337,3.956414589111231,1.0435411381045356,0.7311175919557381
+2321,0.844918046875,0.120624892578125,-0.374215002984359,5.023647741377836,5.243412236639391,1.2318882656952614,0.5398284731704247,-0.5464127016014992,-0.0446344351420299
+2322,0.9917034375,0.6408234375,2.8706191637122367,1.574016337922104,5.119449616162706,5.147227167091092,1.9916765618442007,0.1147067805275052,3.5411155942025925
+2323,0.906837890625,0.083763759765625,5.325444913719434,-1.6060038636056604,4.679666252792588,1.0219312835576668,0.8629415820639024,5.665610901241693,0.0580003639026554
+2324,0.8723684375,0.41611984375,4.727164375785079,0.9446697348427016,4.480349696657592,5.254088620348413,0.3661016366976948,-0.0750525181919095,3.1717694781875414
+2325,0.86767203125,0.129266337890625,0.7417867963347089,4.775336356915683,5.61699558269623,0.1180118364032832,-0.3721765867816526,0.765359972578365,0.7333199548039129
+2326,0.870095390625,0.153822431640625,0.137577734265937,4.511620306252979,5.509679096587552,0.8076964684544184,0.1375355211300648,-0.2048857969767937,0.7017792639668006
+2327,0.70103625,0.18142103515625,1.0453214753071802,4.218791743212174,5.509445634305511,1.2165185570484378,0.2626725477960501,-0.1746174317851504,-0.675737712365589
+2328,1.18884640625,0.075055703125,1.8074154018199708,4.841062852608842,5.130294885857785,0.9301236835830514,0.4816339434915512,-0.3546056378189793,-0.974676691342034
+2329,1.054061875,0.107290078125,1.2220230116276194,4.719754742663515,5.730902792735971,0.8348394973274548,-0.1491872670830397,-0.290124332848965,-1.199558262353938
+2330,0.772126484375,0.112722177734375,4.792590284950872,0.7409141388891621,4.940974496270034,0.8663254615200829,0.512235769651778,5.428177996587722,1.4032349388099736
+2331,0.891502421875,0.117807421875,1.527704108544386,5.7920194633107815,5.393723891572668,0.5696216997714922,0.2236032233278839,-0.5176462163591741,1.336431878911027
+2332,0.879816171875,0.17086107421875,1.2290582563981618,4.674076983463289,5.593708474965291,0.4441706177882198,3.996292358177597,2.017353822826923,-0.1262497786615646
+2333,1.53356453125,0.391541875,4.131017097514136,0.9226300282390384,5.267869329772256,5.654807164046648,0.2274893386898875,-0.3242438214056564,3.5664866107791027
+2334,1.072083515625,0.482628984375,2.9629631690029914,1.4182664214927834,3.4629708366599847,4.854047043629788,0.0401812872325971,1.0018324361323463,2.967538114188941
+2335,1.176709375,0.106898212890625,5.041792354892432,1.418521705736295,5.212937700763217,0.7625076315372941,0.136177113915671,6.112382429795677,1.961182403327696
+2336,0.990946171875,0.13839146484375,-1.2956845780755653,4.684703557589956,5.5808505477278825,0.2147057623610458,0.0481928001838713,0.2557182277809175,-0.3146063147406566
+2337,1.351883125,0.1745198828125,1.3165210266511267,-0.829254454811688,4.993382745621825,0.3638579703539985,4.282559165720076,-0.95125975097006,-0.8673351656759136
+2338,0.821018359375,0.087428564453125,-0.4252381752731551,4.869855722879926,5.295597344793852,0.4010743349978278,-0.3979688411141431,-0.7286453155300647,-1.124796542251172
+2339,1.060219296875,0.10557138671875,0.4450739118872285,4.725085390479912,5.4967917822889,0.6796301626985375,-0.2017937163185198,-0.5502801028041774,0.8274316951989913
+2340,0.803253125,0.124574150390625,-0.1047257598017857,5.00219923165127,5.67375999563117,0.8008950485134665,-0.4104565839448872,0.6105451534287678,-1.5440191893876485
+2341,1.042516796875,0.4792470703125,2.96183586310027,1.0789562684115572,4.001811638585775,5.145477574993515,2.075750105007843,0.6373616855524036,2.5730846329187145
+2342,1.037749375,0.106389921875,5.347353234583888,1.47671668241624,4.987771384922735,0.3047954855770003,0.138326104564846,5.747843049671634,2.125033169269636
+2343,1.1100040625,0.4087895703125,4.081425932594067,1.174270111297847,4.790923396533915,4.959221018921505,1.140523031666873,0.0312706458868774,3.4773171552104505
+2344,0.3554216796875,0.0599655859375,-0.7675131842368017,4.492510303024792,5.094636796444818,1.9618143528922052,0.1919988485715079,0.5514102997867363,1.554574400181255
+2345,0.713601875,0.093582587890625,1.2666293665500648,4.713626781068127,5.32567615441562,1.199582660223219,0.2286774865732872,0.6540867805180436,0.8083590920729493
+2346,1.01288890625,0.112182080078125,-0.3324081796650235,4.430653884053195,5.111246518586657,0.9461437334247166,0.5583431207328275,0.0254016303948626,-0.3928617386884868
+2347,1.86781796875,0.2119152734375,0.6247684798105344,0.7297733168937186,4.518615435460564,1.535693963061282,0.2326227138327701,4.971427874329134,1.1100104415016674
+2348,0.843198359375,0.1410408984375,0.1955329803132632,4.437355036598789,5.194127606894793,0.34292328602715,-0.2771001113749732,0.0469933518889953,0.4121180343446626
+2349,0.792975,0.1160893359375,4.433881108615626,2.056841930490425,5.071739938373386,0.3529188810206093,0.2209761835900591,5.564446596508334,-0.2976888305205802
+2350,0.897885078125,0.15894427734375,4.321566468049339,-1.927020766709549,5.434604755331796,0.5875584864899277,0.2093321416990126,5.316461708867995,0.6094773115225345
+2351,0.801732578125,0.1763255859375,1.4751213973244908,4.164501085911221,5.118469061025549,0.9734762863096256,2.320625204628055,0.179637751133816,0.912094180467546
+2352,0.843109921875,0.128064931640625,1.210721033770217,4.754402311590086,5.594829119122793,1.040925555587597,0.1837303098713449,-0.0040946229504961,1.1503808260381445
+2353,1.51507234375,0.3926453125,3.9980292611507937,1.033350789600251,4.942241894667172,5.194886372793333,-0.4405967592852317,0.5830623758389986,3.459771988155283
+2354,0.922039140625,0.059884580078125,0.3507184596401925,3.706667631038032,4.886624576031117,1.273679400265105,0.2025973702932393,-0.1860513435039487,-0.5120673476638484
+2355,0.99274375,0.1563260546875,1.2288098817967377,4.873285390003481,5.769876198810382,1.2706377045211872,-0.0857411400825576,0.5446531480028847,0.1721334259004432
+2356,0.843005625,0.15177548828125,0.6960631625457048,4.787076690547705,5.630904703261981,0.1812645556856399,-0.5877014067456445,-0.4513705108082725,-0.2325322993269648
+2357,1.155299921875,0.133807294921875,1.2364980050178576,4.221651486433575,5.224644719472258,1.182269252112268,0.1124010304504695,0.0141210584497275,0.4554818905977004
+2358,0.691864140625,0.115326005859375,4.9129930053754425,1.8332314955008144,4.529171457753246,0.3371519443383219,0.928963293053896,6.175235159889748,1.4662159246774926
+2359,0.30908,0.0738260986328125,-0.4054455791290768,4.704683177545696,5.076275602794847,2.191933118727224,1.21516481166602,0.2119326145251017,0.4258340968971362
+2360,0.845909296875,0.118075068359375,2.247348326521839,4.115965841971732,5.194741220723812,0.1382767550386923,0.0020448344018918,-0.0758891529455241,-1.0566342127660056
+2361,0.799745859375,0.13210900390625,1.5267916147959646,5.0942442546637405,5.702739146847983,0.7097523714479201,-0.0122847493694595,0.4892238542565189,-1.3847004387928958
+2362,0.82554109375,0.142019658203125,1.794954633017404,4.449937700906625,5.61890040702012,0.0522120534744868,-0.528916578464083,1.001877363131755,0.8392368149434929
+2363,0.861196328125,0.0826859765625,5.282097121556634,-0.6869162286483902,4.883355351935982,0.3055670406113084,-0.5310352109257024,5.8581102406175365,-2.146765417260408
+2364,1.06560453125,0.08343490234375,5.957887373153495,-0.7900876399882562,4.26237660679615,0.143177080821063,-0.2666017742156744,5.367815945741374,1.801847246070181
+2365,0.835152265625,0.1509353515625,0.1947127073363231,6.449425581272455,5.552662757172364,0.6878438141998854,-0.1003507350122479,0.6059038980912738,0.8750456417806224
+2366,1.00872734375,0.17685966796875,-0.4712397629961,4.560896884660447,5.580878085560623,0.3256011696943728,0.1109157768036446,0.8422062183168428,-1.2714529870977955
+2367,1.096468046875,0.1192290625,0.7479785436793446,4.873862322061144,5.482615082501802,0.7237148470728368,-0.0727234932699532,-0.0247992377965202,0.052393991095656
+2368,0.675636328125,0.17581908203125,0.8968078514377391,-0.0938668474126925,4.7723307288215855,0.5328845798389339,3.495958429679745,-0.0385904337459425,0.3582359185536882
+2369,0.74125796875,0.084775517578125,4.916339481437208,1.9224714759870285,4.709960053789641,0.8340674842837781,-0.582408389582647,5.503011724714088,1.4769243706693096
+2370,0.9528290625,0.125683740234375,-0.0501997817467488,0.6494903052626992,4.596833019957884,-0.0353519045283408,3.765751169533498,-0.8413501571338445,-0.3866132981859797
+2371,0.69576453125,0.098075537109375,4.4672858631670325,-1.05697811408027,4.769164747587457,0.4962869400772344,0.6733348052751684,5.562907469423845,1.7414077531785288
+2372,0.878823359375,0.10863669921875,1.069875014913358,4.818940342335575,5.801637643309724,0.2438002658767241,-0.2027511114228719,-0.5206503253431536,0.0419236300394758
+2373,0.91582046875,0.13862849609375,0.4670091999386945,4.690854873949533,5.0533084633805725,1.207009121988696,-0.0405997693316114,0.1345538467956356,1.1161039475231582
+2374,0.693400078125,0.16721365234375,0.5623330592708495,0.5866357900927575,5.026501211693962,0.7239466784400858,3.863051974336923,0.7814183655966342,-0.2959785292208398
+2375,1.01497109375,0.16101462890625,-0.443413132754311,5.322286024738612,5.898367667280454,0.8635340557563693,0.0125555035962858,0.1132576445954209,0.8316686006722562
+2376,0.6322812109375,0.13876171875,1.1683817102724985,5.334712819661586,5.654866313130177,0.6581971113255005,0.3995834949591144,-0.1248766041053819,0.58727451068679
+2377,1.52830015625,0.561065390625,5.075848273825225,1.915246504996941,5.009295385124902,5.4091570113705965,0.3541729974609123,0.4349187210502072,4.52572831345197
+2378,0.85153578125,0.118795791015625,0.1108956134376566,5.063310376769367,5.7666249340317,0.4830718240366463,0.2769246772105026,-0.3602831928001014,1.3638101133594285
+2379,1.124187890625,0.428908125,3.3039354348174377,0.8504506937122783,4.78397851036076,4.777646364233009,0.8077970808962628,-0.3288666427611538,2.2136919448481707
+2380,1.368998125,0.49667421875,3.5280839653269,1.502700859644154,4.677101203518213,4.93928102493207,0.0463962289816745,0.234101506575925,3.186565306346236
+2381,1.00880296875,0.690256875,3.867479938841181,-0.3677066325783307,4.351836280842807,5.457402585064855,0.2519431674095028,-0.5520472813045253,3.760778595774017
+2382,0.811020546875,0.1487359765625,2.0299997571863355,5.400413029833274,5.660804516543937,0.8805129893834587,-0.334031324477595,-0.4331662867119479,0.157212293387288
+2383,1.08284953125,0.5510880859375,3.5612021111795134,0.4739918040039883,4.69467709445706,5.3212516369016605,1.7694424887741165,0.195054146140267,3.902692011927264
+2384,1.105765859375,0.135790625,1.4355183746948117,4.565064753513885,5.614268682066657,0.575927079183645,-0.3697852080484582,1.2828186419820438,0.0548242267399264
+2385,0.9270315625,0.146026533203125,0.1840738489378837,5.471207060768676,5.527983846044367,0.5512485140907734,0.3661729462760589,0.0651401746926714,0.8215245915591396
+2386,0.702859296875,0.102330849609375,-0.8659782962593755,5.425589451704758,5.560696187296681,0.6709954677473645,0.2784298259336475,-0.1746664539598791,0.5876741659249213
+2387,1.63029125,0.1434737109375,5.633175999649271,2.277413560184497,5.358126439491604,1.0361193885522004,-0.1709395264634092,5.965328395285801,2.156395880918983
+2388,0.624479921875,0.1560187890625,-0.7241695324676062,4.320189135173286,5.304223681634884,2.0090870549729543,-0.0951530345646864,0.0809803137550977,-1.1600921445207566
+2389,0.7676865625,0.1675437109375,0.3099909965928735,-0.3844179741679051,4.460712908857736,0.1592259557168241,3.4813368956594144,-0.0339367754092364,0.1554465480300786
+2390,0.8806559375,0.10917619140625,5.654577523610412,-0.2886924521154226,5.15519671901345,0.6966673801129337,-0.2295700926080848,5.745038838154031,0.9078743599838844
+2391,1.1591840625,0.13198119140625,2.3880420532973847,4.424698139864863,5.290450266019373,0.350867126790343,-0.1075509260574007,0.2512191536410574,0.9562815345107412
+2392,0.70850859375,0.1067637890625,4.9380094786616215,1.1608683509402808,4.8208869497135,1.4642527727678485,0.5492280990889006,6.014584843480931,-0.7318654183167381
+2393,0.825805625,0.15374681640625,0.7912797843584845,4.278235517389469,5.21570606108948,0.113945167594431,0.0468853339770303,-0.0051844192847619,-0.0760680777911936
+2394,0.899185859375,0.0759186474609375,1.701610431177482,5.407142734914459,5.171125726184468,0.7617005932197539,-0.4315064951386763,0.3175218021049485,-0.985525747466668
+2395,0.735927265625,0.5392619921875,3.6716193878084296,0.8852589624730622,4.636531500603916,4.799986670391517,-0.3129607983932845,0.2094981094096573,3.789499404099865
+2396,0.920606328125,0.086487607421875,4.547648990257406,-0.4825001837499293,4.8927901462205154,0.739887249940696,-0.4444287756884487,5.848202085478497,0.9229524661832332
+2397,0.759990390625,0.112599755859375,0.9732116143654396,5.53576240536224,5.226790267506713,0.95542998072622,-0.2418777033143729,-0.028944071842637,-0.1332992751364111
+2398,0.702140078125,0.124621572265625,0.2035046057190568,4.892564863841817,5.888999716391684,0.0632964609042706,0.5199520927213016,-0.4426147456407211,-1.0218201195027552
+2399,0.813540703125,0.084523486328125,-0.4957116542869525,5.027905019602772,4.948927352641329,0.0549925336976112,-0.203451972760141,-0.3007351520995793,0.8650021608462554
+2400,0.829481796875,0.1227756640625,0.7419625188951142,4.693253741620497,4.9613331641760094,1.0436874264302936,1.0190938142872006,0.1549896242814104,0.6575908630459906
+2401,0.966263046875,0.0784516748046875,0.084427395015066,4.542549011090546,5.313381828050823,0.7596610889562064,0.6075564940781497,-0.4042105852663137,-1.1222682195152536
+2402,0.688057109375,0.1915615234375,4.533245668332668,-0.2664939892943196,5.44320454640089,1.4526338303934463,0.0548364098639956,5.533285132215238,1.730412487712233
+2403,0.93649,0.09821416015625,1.377564580723141,4.302138326656188,5.218154460826226,0.7066633598845493,-0.0024325648964058,0.4952264455618587,-0.506536169725908
+2404,1.00679078125,0.10643373046875,0.8512928680708981,4.371723072883466,5.568020577910092,-0.0586863111145424,0.3217862753114591,0.7339568344275501,0.5639102801361704
+2405,1.00700265625,0.16844267578125,0.5031210521307468,0.7800018070302772,4.655780172598178,0.9836817236453408,3.5440473805028336,-0.4552839591426595,-0.2200060351614738
+2406,0.82085703125,0.100282109375,-0.3918634584514507,4.821280195313803,5.485542208027264,0.499375812805792,0.1976520146346462,-0.286363241991476,-0.9254277260131696
+2407,0.94575953125,0.08746517578125,0.996893190958134,5.110121121637826,5.245780369041231,1.1695359484606844,-0.1456791529141058,0.027320886097955,-0.0234857648978411
+2408,0.7742565625,0.11624056640625,-1.1852137070728226,5.137294485138245,5.609758460739476,0.2686472601000494,-0.3738590914065223,0.1311076699279881,-0.3685262628958514
+2409,1.228474140625,0.5897571875,3.44710482346848,0.8746135837120882,4.619318770749815,5.150763056591178,0.296818216797314,0.6075709062165677,3.813658227927675
+2410,0.817703125,0.094749189453125,4.523627535607607,2.007946953776932,4.72995622453136,0.4007483523232671,-0.4652387842515399,5.744498471948885,0.8162706653021019
+2411,0.72957265625,0.09423189453125,5.116868209324268,1.941041765377264,4.691806308956656,0.5415612928645549,-0.6120130270269841,5.604114551135707,-1.050134498830404
+2412,1.112711015625,0.081750419921875,1.2670572708577683,4.83525406882758,3.358134220307837,0.8371944416478273,0.2336024304831654,-0.7246889618014809,-1.0533051113647234
+2413,1.051669140625,0.123343359375,2.470207056759383,6.37391639035997,5.384255057773799,0.70653465863668,0.0868756225707927,-0.1991333995132079,2.224880203316622
+2414,0.81277328125,0.10033671875,4.971649671042955,0.8827770835531266,4.609296569370248,0.1214167448035866,-0.5415093002278937,5.486926791505304,0.2897898323039787
+2415,1.143193359375,0.1717,1.039033485990948,4.747023890537778,5.554829461412703,0.6255714085708242,-0.5933392837654805,0.1800957796878677,0.1183638713827728
+2416,0.883672578125,0.100447734375,5.662109078768485,-0.7924042419495065,4.420376843576387,-0.0536935780032809,0.1980445895180591,5.076929530970368,1.0424591873490383
+2417,0.92827421875,0.140381396484375,-0.2443710455029433,4.855796096629612,5.564623086279733,0.3189297568671834,0.0408499490938907,0.3795673447023828,-0.9142309626491064
+2418,0.997434296875,0.1606299609375,0.0489619371088446,4.697798114779787,5.542576423223343,0.4412001405386789,2.900839694293627,0.0318124912184309,-0.0397710128759002
+2419,0.901441015625,0.152226767578125,0.2949608359688033,3.903913883660437,5.484559727241672,0.8899478851832168,-0.5388746183204669,0.1746842116070721,-0.371986188378755
+2420,0.5697210546875,0.098665439453125,0.9401235632361626,7.277421302239808,4.910744644048386,1.5593769119839622,-0.5306992068997712,-0.5867541227199544,1.109037995291767
+2421,1.103546328125,0.09618462890625,-1.0705086270263662,4.745316418489922,5.608960826319152,0.2615667830628698,-0.2659770855333942,0.1760021244210209,-0.7869908068921737
+2422,0.834689609375,0.1064379296875,0.1727141295404639,4.62333622065496,5.149078462995862,0.3900748584047545,0.3067026071987499,0.749844549037453,0.6002884415576499
+2423,1.638715625,0.19496638671875,5.2288599105961815,1.5408523216247467,5.749590884590212,0.6375501979994896,-0.7975913223896389,6.483951760909109,3.1216740917524333
+2424,1.29078484375,0.109871708984375,0.5155795999920678,4.327760710179968,4.977642495626924,1.0644141760549024,-0.5046905467924356,0.3030538821530831,-0.754721181147911
+2425,1.207310078125,0.089193466796875,1.161406251859943,4.588082616698627,5.224449968210934,0.807079971543689,0.0390808506407281,0.3717196216932396,-1.283323751696478
+2426,0.84695078125,0.137769755859375,0.7877023762203998,3.966337243025462,5.218238102703699,-0.0149084902565512,0.0228261859674662,-0.4069048112184519,0.0499898453609659
+2427,0.863452734375,0.08806466796875,1.2642686538136398,4.395144346462011,4.875155791315208,0.0641384576231846,-0.4897452380634377,-0.659342673890332,-0.1579341025490168
+2428,0.69552484375,0.2014067578125,0.909987011727244,4.639426141318458,5.16329622422001,1.4095572339144176,4.112559940237199,-0.5926777725170832,0.7288434456385995
+2429,0.973794921875,0.087636796875,5.35155007340393,1.7959367245519562,4.788129248745733,0.9840706645145726,0.0663776936454164,5.90772436390999,1.906704001558332
+2430,0.71663484375,0.1454636328125,5.17783502740232,2.503974675229871,5.07223690545155,-0.1491729406964093,-0.4545644385187479,5.9548281736843895,1.9542038495213865
+2431,0.931456640625,0.135211533203125,-0.5024368564475723,3.832527013271637,4.785429663297316,1.0142515187844632,0.0833663310309234,0.994279322200156,0.0390888451246585
+2432,1.075428984375,0.19171814453125,3.9014725732925006,-0.4227786609513346,5.397260158816626,3.0651641733289816,-0.4313926515398454,-0.1127855072280726,4.9094440747719
+2433,0.943700703125,0.46720578125,3.1206136427788955,1.207890202371109,4.765521268123042,4.78408212102612,0.8338345836948279,0.5075128556198208,2.960192589752724
+2434,1.173583203125,0.0826313671875,2.7309270472972846,4.372863520401118,5.865850169198336,0.9831326934366,-0.5216883761038037,-0.350516508736035,-0.2086857826041744
+2435,1.300753359375,0.135293740234375,0.3809612783558894,5.104347787462943,5.5167112254478345,0.6721677695327575,-0.1260662191690941,-0.0092815322067817,0.3630185466068318
+2436,1.323771875,0.14669083984375,0.0809232133738485,5.047837027369535,5.844009508767968,0.5011243084796464,-0.0617808387412956,0.4255233200500316,0.3038413653249752
+2437,0.854680703125,0.087752021484375,4.466256757971276,1.4567350776183554,4.342989755062045,0.1729249330941459,0.6393748213617323,5.198154645804819,-1.7674050928464058
+2438,0.9999525,0.129980458984375,1.54638545668874,4.570066827531472,4.908202093848105,0.546277005369089,0.151343184541452,1.834488894695239,-0.3317511194801869
+2439,0.5574297265625,0.131864169921875,-0.1202954543535193,5.250625042402291,5.591790749166917,1.578598326558193,0.0180813130836102,0.1149484940219781,0.925513067271068
+2440,1.6570846875,0.558808828125,3.053162384479962,1.809242267826,4.538484658456587,5.516270479687495,-0.3353298934009266,-0.0944813082199673,3.501880121554115
+2441,0.957340859375,0.096183427734375,-0.9637191866786968,5.142086584002692,5.150630602799016,0.3625468273942311,-0.0387417414128214,0.587064482739982,-0.0726057519712108
+2442,0.9912234375,0.166550546875,0.8990670809060592,4.641975158135517,5.726725833054182,0.7522801526616539,-0.4098815897244503,0.1975773350320372,0.5581295350380081
+2443,0.9509,0.108662509765625,0.1143197675051136,4.549423598509002,5.398999752687135,1.061098452878894,-0.0365109215636658,0.3564986948143126,0.3031334079465105
+2444,0.889230625,0.14098869140625,0.8169183964838334,4.361240771374038,5.244342390682951,0.6770975425175414,-0.3938453951345338,0.2107620238554487,-0.8838592456631451
+2445,0.599710078125,0.1723583203125,0.6967379215920592,4.976586873368699,5.17177053341473,0.4660705943389622,1.2232811499210872,0.3504080072635579,1.1241786259591229
+2446,1.033445234375,0.100922412109375,1.5758478036867882,5.222860570193372,5.3659316697550645,0.6451347996588939,-0.2774913967963469,-0.1999560153188145,1.1531908169870233
+2447,0.766858046875,0.099500771484375,0.3416016167358374,4.5454379973317165,5.535326376638267,0.8576074130862128,-0.6357770738829602,0.8334838116894194,0.4571389434574288
+2448,1.007935546875,0.1524433984375,0.6446985523796535,5.101906997240124,5.119798966498292,1.206018046531779,0.3209123172043253,0.3015716280992565,1.6017003916160375
+2449,1.140689453125,0.17733853515625,1.256479155220329,3.17790191666998,5.2659902839711945,1.2033886539083276,0.4662964305165771,-0.1108976817347636,-0.0270129126418605
+2450,0.864788984375,0.099652001953125,1.0321539101571262,4.65228712206873,5.305665869850986,0.7526311321212416,0.3086717826517767,1.5240898662619176,-1.3734085256066484
+2451,0.857815390625,0.091229599609375,5.122009532196176,1.5823855865933365,4.916931925021666,0.0810543392404662,0.6564652788485327,5.288409848967936,0.9356488178980348
+2452,0.6399994921875,0.1264674609375,5.201465432750765,-0.4056349304467258,4.877548218222077,0.5866928256285556,4.021222359781856,5.02323460023859,2.9803450174133728
+2453,0.80852234375,0.139522041015625,2.9786829542619646,1.4540123544754937,5.682674008931489,0.1646911063235949,0.2348590398456151,5.880252658739585,2.5839489797987274
+2454,0.6374761328125,0.102097412109375,0.5909745908893467,5.274335350873519,5.324800978602146,1.7756462809226037,0.045519770942207,0.5429305946672062,-0.6093505421996485
+2455,0.873956328125,0.158319580078125,1.800489795861457,3.615328580055648,5.306666761765044,1.206022064321418,-0.13888140244997,0.4136492394770952,1.116487416044618
+2456,1.16174046875,0.149378681640625,0.8783767041312683,4.531903567704909,5.254217699650173,-0.1335256100979725,-0.1810791558758161,0.3057406307597994,0.7000802032272603
+2457,0.5140026171875,0.126564677734375,0.2620310296696306,4.710007292758873,5.447353117450394,1.6147095963923308,-0.3345104210831028,0.2217218344328264,1.1241352674988088
+2458,0.685727421875,0.16553638671875,1.08067089190262,4.119868395522457,4.670714247182636,0.5987301514176123,0.1260230718463478,0.1984177361393727,1.248808661880994
+2459,0.90868234375,0.17970953125,1.021950642929514,4.266273332770212,5.27491922104897,0.2973075370459574,0.1168928433612646,-0.2629675380357613,-0.6893101403948355
+2460,0.5650077734375,0.1498563671875,-1.2320325897913569,5.746674108731594,5.6164509856706895,0.582644245072505,-0.1689230071832297,0.6879445334696639,-0.1692358037755174
+2461,0.92954328125,0.142334716796875,0.39121730592122,5.207284512714913,5.509668946195092,1.2547562509166006,-0.4005236182410852,-0.0911190771483774,-0.2698732967184865
+2462,0.931373203125,0.14269537109375,0.848563713532603,4.150199281398051,5.276374413792244,0.8292933296016356,0.2077655329935425,0.3402526179698073,-0.0665884108032513
+2463,0.954647734375,0.103651669921875,0.282217903855489,4.6988529087110695,5.238542794223048,0.8374017727354044,0.2759117816132576,-0.0261626325050952,0.1231971015708192
+2464,0.7932159375,0.16699763671875,0.90824882816032,0.101702852086465,4.740181669469815,-0.0713139856964289,3.5301060746881228,-1.262484218304223,-0.3375449507629947
+2465,0.796266328125,0.10651234375,4.631511848567143,0.7949961166707789,4.8938244718384505,0.4183831310683925,0.4843290357478389,5.77994415198602,2.196033596965921
+2466,0.8651471875,0.114065205078125,4.9105337501247215,0.8459175365503778,5.033153305297793,0.5515140924268911,-0.4023290136203126,5.796795597243635,-0.2306555239010277
+2467,0.750635859375,0.08403740234375,4.528321943377089,1.752323065669482,4.739672227497234,0.2082773002640445,-0.0416417083842573,5.680329167471633,2.4737962839984653
+2468,0.5741733203125,0.2057437890625,0.7660081329659094,4.720443742558348,5.2274498364442525,0.3511143012789614,0.0107382351468386,0.6600422644038015,0.7263636634739085
+2469,1.0117459375,0.154847998046875,-0.2135271634117346,4.308452069354557,5.594212330064432,0.9062079852697184,0.3027866877811036,0.3622880051638938,-0.2521878473575114
+2470,1.78810328125,0.14781123046875,5.5645062782476185,2.1183101666248016,5.504997682522191,1.2852430281964742,-0.4287321653671857,6.483947894237948,1.3193809010521436
+2471,1.06369890625,0.13501228515625,0.5463887990779095,-0.1031398599174082,4.687294078905974,0.5867791343696975,3.731562502377889,0.1127776723087326,0.436512492832267
+2472,0.656018828125,0.1147829296875,1.1261631339037004,5.131010704128899,5.607336921742822,1.925462528387581,-0.2505807919816796,0.4293904970497338,-0.3693914425253606
+2473,0.990753515625,0.104461201171875,1.0180159681550556,-0.5298437180087647,4.379345003423202,0.3635370237001137,4.488145353311292,-1.0636850754284772,-0.6256142924393635
+2474,0.785460625,0.084822939453125,-0.2266405128471115,4.322978885516813,5.091199119169559,0.7259665365678797,-0.1654410842676107,0.1676075004086705,-1.2401833016172117
+2475,1.049285546875,0.0816400048828125,4.775124414606459,1.965177789018172,4.9651087208110924,0.334093136868181,0.5428458724382377,5.63566319762247,-1.359997053308445
+2476,0.9887740625,0.13165353515625,0.4970882576097381,4.683200510731916,5.483363827910108,0.6665300689342981,0.2362838035663728,0.8920936034176578,0.6578324638634951
+2477,1.48945515625,0.5785707421875,3.676022491890546,2.2888524721989625,4.852440386430006,5.43335845291391,-0.1712183670335512,1.3212992162848267,3.780977385575472
+2478,1.087361640625,0.100104482421875,4.952651726415371,1.6698742623589753,5.1157030740423295,1.4012259320388225,0.972261400147419,5.75810785720055,1.863239639179595
+2479,1.140475546875,0.1845553515625,1.624399865261628,4.489999319476416,5.196185122924516,0.3682546980572654,0.9703940388685068,0.4528423932637519,1.0658657632304065
+2480,0.872681015625,0.087832431640625,-0.3537656997416148,5.387559644529777,5.154432193312117,0.4748077119360185,-0.2098977984576061,0.7286742737035331,0.2830232852413145
+2481,0.8787634375,0.06538689453125,0.6714123998784151,4.3567615396713535,4.919929208219995,1.104895660473709,0.2631513855536181,-0.338526478311991,-0.9942454750073269
+2482,1.170104609375,0.40273078125,5.466853201248336,2.136877409848936,5.618840421285215,5.200244918189888,-0.5641637448376555,-0.2660111550678042,5.124576106487029
+2483,0.8707928125,0.205858203125,4.52947397756768,0.8381363299429125,4.4870845167721125,0.4963100029702963,3.9742967170041874,1.629848588798071,3.410974139647258
+2484,0.84624703125,0.14472130859375,1.0124073314064392,4.8767590553786055,5.517498157295506,0.983004170169939,-0.5071187169137592,-0.1010917470739915,-0.4119414461079316
+2485,0.713319296875,0.132932353515625,4.087999672874237,-0.1917241284113731,4.57309536079831,0.994233940026198,0.3475406758412483,5.456520160526977,1.5206155494927267
+2486,0.908506796875,0.158499013671875,-0.4517203990266504,3.852275200401051,5.499013381565571,0.8176538810152412,-0.150454938682028,0.4112256429652226,-1.3668291581772627
+2487,0.8914578125,0.0863537890625,-1.1540695871175073,4.886708776378452,4.936929549148508,0.3056337035811951,-0.2061356718266679,-0.1766364862569804,0.5922871971756745
+2488,0.941004609375,0.143231865234375,0.8031164860717593,4.771930107694519,5.322118222393802,0.3215070874984819,-0.4315043291286595,0.2490415567406816,-0.098874924084237
+2489,0.935628359375,0.085846103515625,-0.9638110591494888,4.285298740144248,5.006546749825307,0.1406465166311508,-0.0036217637440039,0.1613329183857096,-0.8398798481347733
+2490,0.810346328125,0.1338787109375,-0.1325868661207604,-0.5161941829359594,4.761785298012185,0.6429825132661067,3.451045784394056,0.4483060511754986,0.7342324491473099
+2491,0.946075625,0.113268876953125,-0.3039242616116369,4.676844910619394,5.723531049826376,1.0418767246546818,0.327290672524305,-0.2192360086803552,1.3241532762574777
+2492,0.96409265625,0.072268837890625,-2.1691679565413127,6.949671930813487,4.842919512593884,0.3154617766424918,-0.3356938211300062,-0.0724263817328706,1.816069504002568
+2493,0.965456953125,0.14608234375,0.9892467512522898,5.676543679794147,5.690276755914133,0.1779042537477036,-0.2742528685764583,1.007431109320582,-0.3193478653436416
+2494,1.100234453125,0.139909111328125,-0.4825336990967034,4.698354801806861,5.807721907745076,0.6617528642383647,-0.2914167003618828,-0.2764056294551732,-0.3542559590946245
+2495,0.643069921875,0.16874931640625,1.2953580668820592,4.338978627578187,5.319835293625907,1.103251376453625,0.510531052347623,-0.3446076873453688,0.6409322244379047
+2496,0.757545078125,0.155637724609375,4.572204435283487,1.466537066769356,5.363580651855933,0.7832173549317345,0.7552383496504974,6.288532843606195,1.9288266927445223
+2497,0.98591671875,0.4899819140625,2.739655067425287,1.6287713458829376,4.9134967343489695,4.656051704175367,0.2901276912916863,-0.5713076710377251,2.579915747169348
+2498,1.013778203125,0.112962822265625,1.4125046352046955,5.02589337017622,5.355154657053747,0.4006783100962183,0.3711066273008469,-0.832295687707064,1.6339153445675478
+2499,1.18651015625,0.30603982421875,-1.0577738288860048,7.182303564664012,6.231850872834775,1.967759939103444,0.1821108853931308,-0.2855536159967735,2.741124102817057
+2500,0.8496821875,0.095912783203125,-1.3554413332027175,6.983374882227072,5.469568231886733,0.6921823676870971,-0.2163146565688256,0.526562695735568,2.1198215588759703
+2501,0.920600546875,0.16479826171875,0.7142762522680797,4.469872500231298,4.972669567339363,0.7410831047088061,0.3057301659614102,-0.0234789650795944,0.28807712231256
+2502,0.8057525,0.09750724609375,5.025830511894312,1.6501964799355266,4.675899919355489,0.1491655952696483,-0.3217778623254523,5.106297690630727,0.6445927864610463
+2503,1.201471328125,0.4589082421875,6.105007478090874,-0.9180463103058903,5.241805277180736,5.20369240411582,-0.0107940467739,1.3999207274188097,4.636010518021807
+2504,1.26134421875,0.2592162109375,4.215251464728089,-0.1873974117245062,5.454463656005128,3.437401718174191,0.041128005917499,0.0626141679808804,4.266223460249992
+2505,1.064463359375,0.1751541796875,1.1309289729884473,4.838662010769688,5.728452116072667,0.8653683449505443,-0.0743796770178865,0.1326146999220816,-0.4251747255375254
+2506,1.15085625,0.133314609375,1.3196080886883967,4.622068067157837,5.652171424616989,0.191834641279497,-0.1562909359067009,0.0194704656029357,-0.2146577797039208
+2507,0.92436515625,0.0865344140625,-0.9416687951074062,4.879282483762523,5.180477430826574,0.8157629421759776,-0.3901510061639532,0.473260814243627,0.6920857026672361
+2508,0.5771805859375,0.115105185546875,0.4440104574795686,4.584416623287646,5.286300582078068,1.4880042476362332,0.2721029537516382,-0.3104876434518764,1.197529109061141
+2509,0.745711796875,0.090988359375,4.957128808561439,-0.1619336368310338,4.77752598242808,0.3509731007700817,0.0365595704293862,5.301919231279896,1.3759133265999004
+2510,1.017899921875,0.1178572265625,-1.038434723319935,5.844429374069128,5.549479410651122,0.8864863790959647,0.2572026486624739,0.5913821407106885,-0.8308734123366495
+2511,1.04645390625,0.150209228515625,-0.9808465109361804,4.962771380526544,5.65100775762266,0.451590863942143,-0.3962246279737357,-0.1242931721946228,0.9735362295285284
+2512,1.085509609375,0.138167021484375,-0.2968746815356867,4.928344810588353,5.644233531037654,0.3221564297941956,-0.3984760454584906,0.291195843275028,-0.7846183399138539
+2513,0.670086640625,0.4295271484375,4.42174117607634,1.7583696636544752,5.456617107386246,4.001681748896328,-0.2799211106557756,0.1600227341151706,4.9077511791886295
+2514,0.73230625,0.087003701171875,-0.1313981049691297,5.222442913738147,5.234330079740253,0.5514559519385918,-0.1182692803175934,0.0858030363721614,-0.2505242652868608
+2515,0.70824984375,0.17395037109375,-0.081509948806882,0.6542229457096685,4.504182845526652,1.0300711847318524,3.81841619156647,0.9991591413813092,-0.8842803071272313
+2516,1.11154609375,0.508643046875,3.4870041021838003,0.0056919585070693,4.424074094786357,4.840602090186695,0.8590477996239292,-0.615620889406714,3.2108904138970327
+2517,1.032217421875,0.11816328125,1.6172236781114966,4.56516690384586,5.225279711517925,0.5222003557418959,0.6738456043520717,-0.1765476928361317,0.0381825669169972
+2518,0.738799609375,0.375361953125,4.644823441134596,0.6662514549141404,3.9372532947955152,4.369224907580652,0.1321885312948676,1.0520213525557764,4.92166659419278
+2519,0.861997890625,0.149492705078125,2.304418495162712,5.423072469295907,5.708322951295442,0.2688844225700909,0.0676335710308104,0.1500693722287005,-0.7419766585484856
+2520,0.7913946875,0.1776091796875,1.3506681187430138,4.38619854234497,5.157603620832885,0.4485757971607716,4.139320234572358,-0.1660202648715054,-0.5184333928084531
+2521,0.838022265625,0.154720771484375,4.966434721911241,1.2962520098604633,4.98329843391204,0.2488728409080126,0.7004140020487988,5.641151160293025,0.0964386847020871
+2522,1.154902421875,0.468253515625,4.091523546574575,1.3179013864286724,5.516684142081807,4.755762622315721,-0.7452816731347515,1.018377882709255,5.123605697862602
+2523,1.13620515625,0.087825234375,0.7034757476874534,4.816045225264338,5.493684398639704,0.9008741634723588,0.0461829780088856,-0.1882900368630887,-0.1333671277138568
+2524,0.79991234375,0.15374322265625,0.9427580425185236,4.476840900788501,5.303983594437894,1.248345750249635,-0.1966164328787338,-0.4171300767349776,0.61032492351658
+2525,0.804131875,0.16825123046875,3.4680659546998505,1.841936590083301,5.537495733017661,0.4747137106664794,0.0031546381009421,5.115655908815493,1.232518028252353
+2526,0.66193046875,0.0677476904296875,-0.2869728239837735,4.13156415356533,4.877184412149586,0.1792788656775022,-0.4893653427033662,-0.5269917770236587,-0.8849469937841069
+2527,0.9832821875,0.11012314453125,3.33222117042201,1.5614450328367162,5.219748704293383,0.2613530655163932,0.2072477367878122,5.675699648178541,1.489935204042539
+2528,0.809000390625,0.17279158203125,-0.1876433954418326,4.244388939085892,5.345544972705647,0.5517267379811537,-0.3365846067948728,-0.170049842589135,0.2042290550412952
+2529,1.49627484375,0.26430544921875,1.753589545501463,5.065454206835349,6.112001890958632,1.0427823231393143,-0.1011007820602679,0.7241726828862519,-0.6148175245862403
+2530,1.3950103125,0.113924189453125,0.726307114892178,3.803064537610283,4.696435250490474,0.7237101142810037,1.6532093535020302,0.0457100517482015,1.0107333155735756
+2531,0.972630703125,0.195253515625,3.212228659757971,1.4249162613544082,4.685494764768888,1.7823995096120284,0.1329304482396079,4.821948745698601,-0.3820394112278726
+2532,1.098903515625,0.154361318359375,1.242576071332691,4.677103854025285,5.225344000827378,1.162278440972209,0.0800096187961011,-0.4418686618762887,0.6192869509217481
+2533,1.042658125,0.089911181640625,0.1436421432889895,4.942611399892511,5.582246634918412,1.391083489535084,0.2083458421517505,-0.1668163590443838,1.5053133096943347
+2534,0.870950234375,0.082986025390625,3.602565387919079,-1.0244879811369505,5.303357752855725,0.6477608955282846,-0.6902835879763495,5.130936536151699,0.4724491397930728
+2535,0.94619359375,0.10959505859375,0.7755365799856864,5.1395843987096015,5.547765473889163,0.1125421464297581,-0.015133814786121,-0.1679969788536386,-0.9132991377444012
+2536,0.711286953125,0.093299345703125,1.1925071074069904,5.382491428899349,5.342732419920688,0.4637668516509567,0.1702377926477955,0.1789867133969275,0.6034403535592117
+2537,0.919986328125,0.148708974609375,0.7117634430490466,-0.1798039774008188,5.096017334429672,0.5929286939317875,3.66191726477376,0.7606411942082412,0.5427877997806962
+2538,0.66388296875,0.160857998046875,0.7641845860761072,4.372174143590023,5.193891322078371,0.7516461323056032,-0.6083107175839433,-0.4534297236982751,0.5234199838535666
+2539,0.890022265625,0.115117177734375,-0.1300562388277461,5.163540662585137,5.66049610620115,0.6001257370754334,-0.8743492744377315,-0.1512204839401445,-0.6636360849909836
+2540,0.83218828125,0.069712412109375,4.600488742653561,-0.1938365200400515,4.610149011185438,0.2560392208050768,-0.4593682753474455,5.581781436891484,1.5837817398398657
+2541,0.761099609375,0.1681876171875,-0.9284442008943844,4.635025608728959,5.411597988579994,0.326258818706049,-0.0440419506190501,0.3394434578745733,-0.5979296834337401
+2542,0.8288615625,0.2795332421875,0.9554417200542326,-1.0577932490290802,4.469471326230592,0.4922929333891296,3.832204483988506,-1.4910555292572734,-0.3884900843233808
+2543,0.8183040625,0.112665771484375,3.1034533196157383,0.7674703760563907,5.072478964006557,0.829939883693892,0.1666579230376115,4.907929819266011,-1.3413954463283997
+2544,0.7099325,0.126023388671875,1.319076101952139,4.822616868794532,4.982818622463152,1.3773395926758425,-0.0819704158201086,-0.1532381737040603,0.8350494181708072
+2545,0.9029015625,0.130469541015625,-0.1992553965106767,4.694420038434338,5.336144392718436,0.3524849157466073,-0.3511864394919051,0.3250838591245354,0.4952701538225436
+2546,0.5438098046875,0.17015294921875,0.2630847904117703,4.93235254352143,5.545485958161735,1.808919174072417,0.162005900810953,0.5773347810849027,-0.0569213527880082
+2547,0.95719953125,0.13239826171875,-1.0761875291191931,4.301987699603722,5.418194304599827,0.6917902738726442,0.2240698684229435,1.6126554208170043,1.242515850843307
+2548,0.919434296875,0.19505427734375,2.3725600764069803,2.1672207339520875,4.125788244530767,2.26600354674252,0.2787143296251646,4.531460996796635,-0.1325436265631212
+2549,0.55677765625,0.14372333984375,4.244081648111897,1.5731591905168971,4.877721091059486,1.2440729369488042,0.8166644227528068,5.457462344606027,2.7974480712844803
+2550,0.973414140625,0.1182905078125,2.86348709177852,5.096544596183096,5.463640620011312,1.868939765836716,-0.402604993687294,0.0493816976255432,-0.1806308397251464
+2551,0.855725234375,0.1438031640625,0.5678152159439008,4.066781861538515,5.2344108323926415,0.8342035998538,0.1255797797665989,-0.2559994776594536,-0.8707671314690031
+2552,0.97633234375,0.124817197265625,2.729068115124389,4.66332458159605,5.288210419330292,1.135536699056637,0.329841753236147,3.0012446406153948,0.1479050329255145
+2553,1.73555359375,0.17522859375,5.667121258847043,1.4814565447770267,5.930886211160483,0.7944013239501673,0.340261150926409,6.300553056994084,1.9731043007524445
+2554,0.859993203125,0.07949044921875,5.051519345960862,-1.2719929519489714,4.909988026559889,0.3560382305316758,0.4981227068596817,5.847020394728553,-0.898189123130222
+2555,1.046374453125,0.146765849609375,-0.0946408120537509,4.093630951454814,5.318342894935648,0.6739497786219909,3.3489537504837585,0.1168103228741303,0.402095508402524
+2556,0.959746796875,0.14182703125,1.7429415895320273,5.385456360399592,5.367079504336289,0.6769607668502872,-0.1210290724381604,0.6346980823325927,-1.1559718807812247
+2557,0.683307890625,0.191569921875,-0.0243195059810064,0.1548131700307131,4.476572390493798,1.332527987349195,4.070577936705531,-0.011556612492507,-0.5127848814833553
+2558,1.58245046875,0.56489109375,3.351228182350216,1.9834243207841504,4.4417784126440845,5.428302754013833,-0.4835180997607012,0.3334272941393706,3.881093855303855
+2559,0.842258046875,0.145596259765625,1.0610311423442518,4.621187035505944,5.378965607030882,0.4895484145035764,-0.5832205050249527,0.8513036226023288,-0.022568227787733
+2560,0.826213125,0.096613095703125,1.038920755506849,4.567084013053693,5.014223247529185,1.1134470165085997,0.2219896924268718,-0.4561113558795675,-0.1527470446196727
+2561,0.8297025,0.0815673876953125,0.6180684673786174,5.235970588786303,5.368126892227661,0.8849081798309025,0.131565986136215,0.0201921764587919,0.479698581297437
+2562,0.71041265625,0.113796962890625,1.598751649417273,4.868224801420678,5.336087335445043,0.3993635050982033,-0.1418977847648904,1.2079333449187932,-1.440158280826228
+2563,1.304943515625,0.256107734375,3.866813235116156,-0.1593958671619682,5.400249688912609,2.30797918585093,-0.8958296247489373,0.5004329255433844,4.701053274311922
+2564,0.87488921875,0.080292177734375,0.526382019999879,5.011030765686111,5.10173029118226,0.465154031204684,-0.3997433849930204,-0.3397998128981759,-0.5500977971000669
+2565,0.6167563671875,0.165036484375,0.1293124554995675,3.732400070193551,4.805260330081937,0.4805329435712892,-0.0449599498209126,-0.0832598466833188,0.1179703265929014
+2566,0.86965234375,0.09870205078125,4.723129009033129,-0.4427510043971006,4.991586383169604,1.1265305789816855,-0.2471153042684279,5.926482105687981,-2.265168589737361
+2567,0.72878421875,0.133509052734375,1.5552446549001604,4.864079158101063,5.419252307550182,0.5720774674331801,1.1495994269673229,-0.3560734250216331,0.0909748071138195
+2568,0.84789546875,0.09003599609375,1.499926803405921,4.842219918000497,5.513964895755423,0.3416788502814777,-0.2938163411567676,-0.1580050197110717,-0.9926350284946488
+2569,0.983713671875,0.104641240234375,1.0782493026248856,4.766407766651362,5.251280935708861,0.0404455126181234,-0.1084427603661359,0.0965672436098351,0.6257804896623509
+2570,1.042574921875,0.09524126953125,5.533164917807491,-0.2189087738550253,4.814600356846458,0.3570918051115075,-0.0448271946680448,5.02288406490324,1.0940474073098825
+2571,1.289235390625,0.10069498046875,0.4942796622880958,4.730052477368907,5.362747086826444,1.330083588757988,-0.1603600002694439,-0.163935917164623,-0.6763115442103386
+2572,0.76858484375,0.4682529296875,3.8787615739795087,1.3918186818068543,4.82840297691461,5.743367216029817,0.665233222418529,-0.1973494191483214,4.893843312016136
+2573,0.877363984375,0.09775568359375,0.3774176690936501,4.7187776145729226,5.182753406757644,0.4445595669485718,-0.1738786761573089,-0.1790101970677113,-1.2811707021158822
+2574,0.971576171875,0.089615927734375,1.5255847009952397,4.903838532732097,5.252909274154885,-0.01696356264023,-0.396215992189594,0.0014527352209815,1.380138222420099
+2575,1.0420940625,0.130588359375,0.6295229231797794,4.190712921772288,5.380067696255372,0.7777596964714801,-0.4816642728844381,-0.2492482208253893,0.7667809735136382
+2576,0.85583328125,0.121891103515625,5.053014103264529,2.190799402833371,5.016768891161335,0.6699440499549878,0.0425502502336538,5.112694806518309,1.9292451481788628
+2577,0.889446875,0.128419599609375,2.0994833243622506,4.636156713833361,5.461748201967243,0.6274375174033822,1.8587101532244688,0.0667940638437571,1.0948996597379432
+2578,0.885791875,0.123158515625,-0.9559150377093072,0.2715436665436609,2.9717435959836065,0.2389141497827704,5.585113661007044,-0.58236035641079,0.8021302143242544
+2579,0.732972890625,0.18058029296875,-0.7715623862428667,4.393500509234221,5.206924841660591,0.6963629931498725,-0.3669896788077711,0.0378072559959029,-0.6662298991864646
+2580,0.7040015625,0.135983251953125,1.19591829747372,4.65554659347236,4.876019128614852,0.631229652888106,0.4345311911913679,0.3160187223589337,0.4356170700095146
+2581,1.06938140625,0.127575849609375,0.4592705065793881,4.869494189399841,5.411621769181119,0.9178631506024226,0.1602004420681916,0.4636369742148185,-0.6726279188484109
+2582,1.1594496875,0.246058671875,5.087904345062322,-1.774600990651387,5.457119724992462,3.656134929333446,0.3654712430833147,-0.9597032113507206,4.980640460422622
+2583,1.18445484375,0.4241846484375,4.206360607224822,0.5868273755549974,4.91216266436406,5.301130294265226,1.0945879261199445,1.2715788000338808,3.729475306120672
+2584,0.832459765625,0.1931401171875,0.9434078222889896,-0.085178053717259,4.698381561442977,1.058765385729878,3.550103103658798,0.0656469288033081,0.3515088741301825
+2585,1.011570234375,0.15560892578125,0.0611365861308099,-0.3579223097662123,4.561106554597155,1.0429391070929737,3.5073170873691293,-0.5384612694268072,-0.8865260724925803
+2586,1.4261478125,0.52586625,3.222858184180724,2.3001165085887854,4.968313256942088,5.401629296663678,-0.0642460889950981,0.8195720762528992,3.632281447085981
+2587,0.7869978125,0.11018916015625,4.331004656576238,-1.08852042648676,5.019686247878934,0.8123432249039306,0.0031587395144132,5.260944161962412,-0.5068942604896784
+2588,1.036324140625,0.1012884765625,0.4405528368057212,4.96480692909342,5.298913199179229,0.3922451715477981,-0.566624737790679,0.4002176758303699,0.2346970110238272
+2589,0.816275390625,0.087977060546875,1.8617479127691732,5.389569567918179,5.233878559550073,1.226771460470156,-0.1826731236171549,-0.0395152646275533,1.5534790403980825
+2590,1.017315703125,0.149589921875,-0.5478994662055368,5.1005881699653335,5.51178253664964,-0.1337929968077386,-0.154926439577473,0.2103284420147699,1.0062981645443263
+2591,0.759540078125,0.090159619140625,-2.205782742693817,6.920054150523245,4.786259895866832,1.0510078892493058,-0.1107867316878519,0.7136301570209377,2.619001778053728
+2592,1.027723359375,0.10989150390625,-0.4880500131760377,4.622875482266418,5.254877834461057,0.6801117934870974,0.1122973289980054,-0.0882211711449519,0.1627201512476717
+2593,1.198144296875,0.67502328125,4.033371489771839,2.462305830226299,4.976018134282825,5.5179892056871855,0.3684987587983843,0.8673899833819886,4.548387849995549
+2594,0.97998234375,0.0721752294921875,-0.1509186608033829,4.215475773507593,4.775291069587832,1.7805156593062332,0.5072098704684751,0.2353352011679081,-0.6657421938624644
+2595,1.211458359375,0.11476732421875,1.172254909092896,4.489044094537208,5.3492875439125545,1.617704223263745,-0.3470231423879539,0.1689038685181484,-0.3476637729171772
+2596,0.980077109375,0.1318791796875,1.0279803836376464,4.226145928215387,5.564239488303982,1.107966703022062,0.1189682555461549,0.3972216094697968,-0.3619154022785754
+2597,0.959455390625,0.29168345703125,3.946819161041816,0.9700574091557974,4.745352905187606,4.857598430195031,-0.2259574890026388,0.4098602151802238,3.12140990324364
+2598,1.228625390625,0.111388154296875,-0.2995276958920612,4.51141402213395,5.321451491622719,0.8974607679795159,-0.1356914564050895,0.5298959019722554,-0.7283103007888196
+2599,0.987861015625,0.156177822265625,1.5845245233350107,5.411668919372483,5.721762679377044,0.5538518763103936,-0.1294944621591274,-0.3673127366007064,0.2660625653443703
+2600,1.49050484375,0.4572927734375,3.915143387159977,1.5888536280749248,4.715099369347282,5.101414209060368,-0.08930393289838,-0.3342438820830345,3.93951337366374
+2601,0.830237578125,0.098796865234375,5.001254468995641,1.830016105130334,4.41369878530411,0.4141536282032259,0.0250999973402031,5.04490934784899,-0.7759971900800984
+2602,0.907320234375,0.11432625,1.4198911367875904,5.244700741839616,5.733528423172968,0.8806482860403996,-0.0760390077693996,0.2982581432304219,-0.3204480500993724
+2603,0.6365020703125,0.118557548828125,-0.9324790700891062,4.698752076473797,5.023254712150473,0.534025581072622,-0.4565530129520649,-0.2829549850499044,-0.93406903977082
+2604,1.1876340625,0.1372770703125,-0.0662845328269274,4.271200882983893,5.596690288872354,0.425991766029289,-0.3050884307263337,0.0448628785242447,0.4717010685275002
+2605,0.896735703125,0.1870181640625,0.9042051286277736,4.135077508111368,5.204466273687999,0.7014770636289701,-0.6812172236631715,0.7548850508705263,0.2446112218721235
+2606,0.952525625,0.678696015625,2.364271518686199,1.833323400516427,4.443173116384016,4.9361997521685534,-0.5878336194372554,0.6715887352399242,3.638006693592229
+2607,0.7837175,0.23305591796875,4.686050744946496,0.8554959270793454,4.087373368476692,0.6872334685485495,3.774326565632654,-0.6224622342460948,3.2780807460253043
+2608,0.875693203125,0.135010498046875,-0.5225884020640473,4.739411160533688,5.752610275714948,0.3182768129677655,0.0958383968876191,-0.3226904210679482,-0.5870356038724265
+2609,0.85970875,0.1005917578125,0.2323189898846679,4.656207980969971,5.333242524604199,-0.0203648665340194,-0.1124113843556519,0.0799198244886556,-1.3575534236877775
+2610,1.302394453125,0.43404578125,3.3064023710283936,-0.2772975190325367,4.686657382350454,5.40983835321182,0.2289812523733067,0.2897074483998089,3.3982367834116087
+2611,0.89868828125,0.10481345703125,-0.912206105034363,3.803589698020754,4.989170409151956,1.0643128919513822,-0.1552513773707973,0.3525693910151832,-0.722973461872071
+2612,0.927516484375,0.11673384765625,-0.2779431076949377,4.12837936565823,4.889446007414456,0.8059798355960861,-0.0993887518439573,0.4267299738394458,-0.1431756397904166
+2613,1.4928396875,0.16113044921875,5.150056589299076,4.8044631954416825,5.839577358537804,1.228952058039171,-0.1762437020929705,-1.049691371492702,1.4366948332610474
+2614,0.706911875,0.18316431640625,0.3270981062908071,0.0788479169138313,4.827140473880067,0.3162402802461677,4.06434226196138,1.1366701631367444,-1.4245267581941965
+2615,0.958157421875,0.49415046875,5.417072897344417,2.43847859916076,5.263626715530766,5.452319329223846,0.6385082501565988,1.0870504243921817,4.5911731717268
+2616,0.882285625,0.146606220703125,0.620648015990098,0.2609708133503351,4.1267967389643605,0.4045831105949169,3.8979195651803407,-0.181590532978333,0.962977333533517
+2617,1.017698125,0.13219662109375,0.1292751182130722,4.759133081063277,5.626016009395692,1.0863196217519722,-0.2385085553186596,0.6622467720032612,0.9158085156207908
+2618,0.707765,0.125350087890625,-0.0994505156846829,4.393550366136175,4.845236792608385,0.5618420683489972,1.3825200911397657,-0.0843005341038489,0.7854328591650166
+2619,0.845610625,0.147801025390625,1.3750593530368846,4.8162953892747,5.730790109767855,0.5977081707884679,-0.4702931078805216,0.1734323775867454,-0.6278855245928571
+2620,1.015217734375,0.13972908203125,1.3143659692225051,4.962107141417039,5.716318066197371,0.6407899586603467,-0.3028809267614465,0.0735374342680096,0.8808286120219246
+2621,0.847069921875,0.11986576171875,0.0767786473686565,4.754000981747093,5.186187509867939,0.6234260326983689,-0.3244253065324785,0.0107117917976578,0.7425433216078645
+2622,1.07314328125,0.120313447265625,1.4070232169615615,4.733188216949381,5.138898074320236,0.1304487327517596,0.2275255070753309,0.1865677678165931,-0.8320543721088808
+2623,0.926212890625,0.127714482421875,0.9092815854840264,3.4225391776778884,4.454332962340034,1.0730455442589035,0.6170863343960011,0.252624799486727,0.4382254453397005
+2624,0.793238671875,0.17608734375,3.234971122334314,3.951493855624357,4.963139548014894,1.7465856510514384,0.4399386828015383,1.0948184196530453,-0.6517913132175056
+2625,0.55360484375,0.11917685546875,0.4640676534264234,5.797584542131113,5.543399406028503,1.3048311019223455,-0.3615299751262262,-0.237251741565962,0.6631519798933183
+2626,0.632713828125,0.086053134765625,5.686072216589197,2.354793045901403,5.046932781392028,1.6358413502322815,-0.3538174776159808,5.795026340117693,-1.801828169882837
+2627,1.071939921875,0.122143154296875,-0.9579239012736572,4.580589131258288,5.073268659380794,0.5712765867002113,0.0174014180821509,0.0941182631255263,-0.0504130570908437
+2628,0.943568359375,0.134658837890625,2.569018710881013,4.2717406434841,5.456756194058305,0.0125840323462644,0.0274687744950774,-0.0145153908619486,-0.1633172519191089
+2629,0.89803,0.0478723779296875,-0.705704671641404,4.51979909772297,4.530453280351071,0.4923193547143189,0.0822381802601066,0.1031295549440476,-0.1441685690664868
+2630,0.761377890625,0.15589697265625,0.6407788704534041,-0.0017608381858855,4.571338530910436,1.3007010228017186,3.621427981102338,-0.9035890306149506,0.0078400964317896
+2631,1.119584140625,0.58105953125,1.5013259566826085,1.7024456028793564,4.155797235180598,3.787755965962936,0.1124986691297421,0.2981524718689343,1.4705991599270674
+2632,0.904982421875,0.144963759765625,0.3838874782565061,5.08914387043389,5.855123112417679,0.8596457511562758,-0.2236391397565338,0.378456096135808,-0.3853072273004971
+2633,0.784079453125,0.11985017578125,5.317409754001429,0.1649174004733507,4.73302197566244,-0.1460344767709231,0.0682362892687616,6.270544203380859,0.6138806916567159
+2634,0.942211015625,0.128639833984375,0.4112221612247205,4.712689538403104,5.507745610755511,0.3586259909043706,0.2630152749546579,0.3521417011107542,-0.1377625031918914
+2635,1.012981484375,0.18270224609375,0.3615744581626602,4.369216557549535,5.579947910860957,0.6953697132293019,0.0967903332443604,0.0554398320296151,-0.3093138465334614
+2636,2.30011828125,0.3446565234375,2.3928614439533247,4.787562528807803,5.444843279024224,2.363262210271361,1.958572656807079,0.6349796222716346,3.993516192809898
+2637,0.748971875,0.10505650390625,-1.3666039775472325,4.824012252897403,5.3311368615592185,0.7004622145849775,-0.3146437013391235,1.29460927153457,0.5190116934650614
+2638,0.837831171875,0.1064343359375,5.842885592694224,-1.8764445105662877,5.073409794314183,0.2606356941285944,-0.6029865927204445,5.434292101778599,0.3033717453376082
+2639,0.9191921875,0.08538162109375,4.596509330899705,0.2202485147978079,4.936755266690998,0.4112085275721362,-0.3004409053809962,5.938464784100237,-0.8620528585710547
+2640,0.7625446875,0.097818095703125,1.036410037046561,4.390868678538498,4.9573815622526425,0.6220242866529011,0.1262633038134019,0.4762849524299863,-0.7289323492701455
+2641,1.27933078125,0.163183388671875,-0.8169869178044343,4.316068104130082,5.263111516994567,0.3171769880365154,1.3374835562739795,0.4821005258599085,0.3826458287955439
+2642,1.5899578125,0.42800046875,5.255221830197493,-1.7691721998049108,5.656789789066014,4.997045260521187,-0.7627726234126325,-1.096602765150643,4.881384862441619
+2643,0.961992734375,0.15127919921875,0.1795342558281202,5.448672326334768,5.55072176418734,0.9140429934687732,-0.094445405455458,-0.1509742867705428,0.1335017704106809
+2644,1.064931171875,0.163549443359375,0.4894128409789271,3.949655304740798,5.152619928184506,0.9279540792585846,3.8766735365683593,0.2999961335976563,-0.1166372984630211
+2645,0.692738515625,0.12536208984375,1.9994802084799848,4.804059896748192,5.579118234425489,-0.000863194865832,-0.4160500351463607,0.4487958214034655,0.7080594959952566
+2646,0.800307734375,0.091974326171875,4.616875487449325,1.8244344327926847,4.461618802366668,0.3618096620104886,-0.3591665697083464,5.448898730330205,0.4662158319609361
+2647,0.868038671875,0.1587792578125,0.7718608695005957,3.6217882957976735,4.531120177884558,0.4498555259711188,-0.1950251461932948,0.8893683431221742,-0.2577153391869735
+2648,0.700353515625,0.10079939453125,4.339507445519688,1.3808432280030063,5.288192156356689,0.2323303204578737,0.6443152485848985,5.641505920951624,0.9991276382878322
+2649,1.037846953125,0.149071435546875,2.3718231148693527,4.9881673784365095,5.211618507026008,1.2437131164387183,-0.1372636287248496,0.4905386272822258,-0.1705861659390474
+2650,0.851199453125,0.0725280859375,5.293626216081069,1.806208343864592,5.0099215715130105,0.3651062783285697,0.4231958945680198,5.909920244128684,1.0226281543664926
+2651,1.41201609375,0.084245634765625,2.3315808107108715,4.821516505912471,5.701303388569481,1.2767364379348238,-0.3166196497829444,-0.0500706371785283,-0.1200051453141452
+2652,0.557312890625,0.123376357421875,4.740735456549986,-0.9025350213106073,4.998641467310137,0.3380587887456827,-0.2778870796832487,5.588556705654357,2.002763635100316
+2653,1.15366640625,0.3811371875,2.811708529740627,-1.95270892323828,4.479523704092539,4.7652600319500085,-0.0560442036980963,-0.239953082057573,2.5101787668202182
+2654,0.4886473828125,0.1704121875,4.379990540085372,1.591563217984831,4.956721518099514,0.6810654121706133,-0.2170055468796616,6.075629309176045,2.2698978057020023
+2655,1.058900234375,0.19431990234375,1.3326717090164548,4.740740699777299,5.79824463848158,0.7264941793171686,-0.6392950503482063,-0.1758622268160372,1.192857609221207
+2656,0.790044375,0.11150517578125,0.0482869150358839,5.163341459418759,5.717872521071889,0.5638797071754913,-0.5679658243834329,0.522079482711212,0.7471929329494729
+2657,0.914843828125,0.1372620703125,-0.0990017067164256,0.5146301779005438,4.413228359007599,0.895766206366731,3.564468940390329,-1.2415853183666954,1.847798774154176
+2658,1.152271953125,0.135471962890625,1.878081705883535,5.020424902830377,5.584408604272836,1.4804854747607654,-0.1192402146493639,-0.3925622023427321,-1.10156121112346
+2659,1.2152221875,0.082554560546875,2.816672976835582,5.026046292276782,5.659777433844293,0.7886619688928566,-0.0285014033057962,-0.3083190107696236,0.6407601906705239
+2660,0.746116015625,0.14698369140625,0.8942742484407602,4.280991856191201,5.053835929810136,-0.2741333203631033,0.0155429572000813,0.1211322210896992,1.06761534317822
+2661,0.75123546875,0.0711184521484375,3.9445874053825953,0.7461978409036362,4.168204941809805,0.5319070378166375,0.2144043168178202,5.202579447845849,-0.6673197808872046
+2662,0.916101796875,0.16601884765625,-0.5106467948583873,4.658959884590346,5.388410499853666,0.5162620309909985,0.0529215436512203,1.0992927733857225,1.1560556461048432
+2663,0.888908671875,0.1187441796875,-0.0221181063535203,4.389737258660829,5.375790658883418,0.8229770764106994,-0.1006222538999545,0.0339678848134937,0.0741271149527925
+2664,0.897013671875,0.1016461328125,-0.2188978220619715,4.492706721579332,5.601577829066781,0.5264253302146202,0.3189913206725441,-0.0026449235451361,1.535451329573316
+2665,0.878236484375,0.18525146484375,0.2472431106152026,4.642546606849536,5.395416132967535,0.6506671736350771,3.3675966974250056,0.2741296679402828,-0.7858435278501716
+2666,1.1066221875,0.08648220703125,0.7076172345172044,4.8562469894856415,5.447615531253541,0.5652698082412868,0.300066305362621,-0.6918000968825546,-0.4044442287507612
+2667,0.94926640625,0.4081551953125,3.406739166690745,1.4834092869289943,4.6328869463813565,4.8142649122694925,0.4164813327172351,0.9781267947418332,2.339116837175663
+2668,0.961716875,0.088578955078125,4.360526148198215,-0.7020870658076216,3.969818463855516,0.5256438959985127,0.2717069816954712,5.565713440174383,2.0559839005910145
+2669,0.991513984375,0.14426763671875,3.8958306797618993,4.591824356053477,5.536653301770689,0.5765946193962438,0.4245237976048834,-0.3178543455330246,0.3593171973023649
+2670,0.817130703125,0.088103076171875,3.335724165088613,0.6773420796647905,4.888261019407382,0.3706690636870977,0.8107754578373005,5.7017091707961285,-0.8740083693083311
+2671,0.785176484375,0.08702349609375,5.172733121676015,0.7850145873470751,5.004523097678902,-0.1366738204934453,-0.1376986743495557,5.28874596035052,1.8550943730073692
+2672,1.291901953125,0.1262832421875,1.3314167874843184,5.17364206325203,5.5265674192698295,0.3821208494028773,-0.3731947748452396,0.0613919685306161,-1.0167735888874485
+2673,0.97849984375,0.13229984375,1.0585594903704787,4.4482959730762,5.203454992609685,0.2259494881074416,-0.3767731522572644,-0.4905447981893333,-1.6075174705170272
+2674,0.745868515625,0.08512658203125,1.1562562915998742,4.470949472258339,4.877089947939687,1.1785236959748748,-0.2022739689224877,-0.4520111753383335,-0.6137331928433246
+2675,1.1428621875,0.111512978515625,-0.0003984865771725,5.0363403055299605,5.399153534838801,0.4466584715937864,-0.0029062318172321,0.5140184593012411,-0.1882254309129485
+2676,0.972683359375,0.107945986328125,-0.3649939480773518,4.64293961410627,5.427068546976097,0.2710709342777471,0.1841183204682647,-0.0623149422962044,-0.0204624311749666
+2677,0.878630390625,0.13351083984375,1.3965330321568672,4.816462427879232,5.156863738751732,0.7072559141928991,0.376058082287474,-0.4862084072458354,-0.3471663946132615
+2678,0.873079609375,0.0680303369140625,0.8145963319442062,3.852943212023977,4.602823683017539,-0.5680277040721975,0.4013491697036458,-0.8974930259888282,-1.1428818613891456
+2679,0.729328984375,0.11614935546875,1.3151737173047842,4.04881955197885,5.209347721683919,0.4250908396313889,-0.3666872407057617,0.0537418659315015,-0.2756015212325172
+2680,0.99094296875,0.13616208984375,-0.2343681128179079,4.96939442830042,5.561406633414661,0.3795843356207893,0.1395125599954864,-0.535806731982099,-0.2257019688827998
+2681,0.967038203125,0.128215556640625,0.2347331881353133,4.5591489120851705,5.55866326677538,0.7454051251173678,0.2867335599319152,0.4122246323989272,-0.7740900834389399
+2682,0.72877,0.1502668359375,-0.0911724529991488,0.7446225179223509,5.050579600589211,0.2429250175332526,3.274133154566862,0.4777397499972089,0.7443677619717752
+2683,0.891673203125,0.0689142822265625,1.0513088680939005,4.624138076397632,5.112261369648488,0.4100918624657549,-0.1146882598616489,0.233348917801076,-0.8766953746181341
+2684,1.04597734375,0.0819892578125,1.1321613153606036,4.942974970312312,5.5985728406094255,0.3575733014034715,-0.2543927489156261,-0.1590236218229185,-1.8996834291891256
+2685,0.872955625,0.1402577734375,4.474342677257292,2.1192857538129743,5.062536717412904,0.1891529538841693,0.1983848630830066,5.538683926133003,0.842895681987192
+2686,0.756382734375,0.089414296875,1.8499807238550965,4.790414047671908,5.187416874484747,0.3939905801786778,0.0760972017834234,0.0841331380021225,-1.020416880621554
+2687,0.966493203125,0.0778401708984375,1.2571650014040452,5.109136165962974,5.198025188514687,0.8863728121004113,0.6211669094137746,-0.1470262936949533,0.4722921184643974
+2688,0.929512421875,0.13382349609375,1.163368489334589,4.734535488842655,5.44171412176353,1.0525721626213458,0.1176097020801793,-0.2802655688162605,0.6868975980707058
+2689,0.913976015625,0.150717509765625,-0.0161587645528591,4.364125177691344,5.069632362826095,0.5832349964465857,0.1231121365374198,0.6492231432589719,-0.366116375068104
+2690,0.971044921875,0.125414296875,4.945180259765039,1.643800884469104,5.118778038865783,0.6964817958871875,0.6777293610536872,5.814412050661578,2.598944934071613
+2691,1.042186875,0.119335888671875,0.7038881682662438,4.531708974723494,5.4282160920631375,0.6103894328070413,-0.1382765140420944,-0.1341577775860158,0.043318516996998
+2692,0.96401078125,0.071232470703125,0.7626827564005678,4.968482852772901,5.272767983303767,0.1210751384637913,-0.0238377622067447,0.1572982060921846,-0.6478228279479696
+2693,1.057849453125,0.1031919921875,1.2002731693973483,4.756041887725824,5.09768861750181,0.5541671071585648,-0.3294853807835676,-0.2193345121259293,-0.154137490730038
+2694,0.605703984375,0.11113671875,1.7975319623529835,5.338426288346236,5.18149284264158,0.9242851052859078,-0.0285689039431801,0.2820784447149791,0.7085563542559002
+2695,0.963645078125,0.211899609375,3.318939934513004,1.878402928436481,5.004887904376499,1.2940854368175243,0.0008939704144407,0.2043303121520371,4.388531209158765
+2696,1.35857109375,0.29869146484375,5.401324867991411,-0.8508535880099533,5.565033589567932,5.1481095760562745,-0.4384724187911477,-1.2739981756250516,4.519050329639718
+2697,1.16417140625,0.15873904296875,-0.4602820980402868,4.164285942423129,5.424559918983428,1.286999355746537,0.1409681005708376,0.3765037726937794,-0.8752144189273767
+2698,0.868404453125,0.1571919921875,-0.6043245859424714,4.569295946189371,5.517787387060971,0.8610679324036417,0.170473759599691,0.7772034276112669,0.0458134090929883
+2699,0.5367115625,0.132401259765625,0.9813658161289242,4.910484668782929,5.420160927773607,-0.0636622484539746,0.0843261919331743,-0.5680204866334888,0.2555739713370901
+2700,0.707855625,0.18416228515625,1.128613000931003,5.361943584140364,5.716536768416229,1.779282142289914,0.436257964271839,-0.3754160238203113,-0.9987843668204036
+2701,1.0919865625,0.125891376953125,1.135015538939543,4.242720973171955,4.954529864698077,0.3117858803481693,-0.6081913903474979,-0.3419766007794854,0.1419325579743933
+2702,1.4304375,0.30010458984375,5.164230786068774,0.1175674666784302,5.842591157117581,1.0668701295055305,0.5568536462463678,6.45677911283955,1.8467035551992936
+2703,1.09093140625,0.4338662890625,4.762341980429782,2.5949681867267835,3.873098925838636,4.307874107410298,0.7375969782962082,-0.3855816273308516,3.5391862734936037
+2704,1.230387734375,0.17259294921875,-1.3108641551084723,5.49784973331166,5.509403201346331,1.0440545440002933,-0.5049225884200166,0.7339970149596099,0.2493148983038888
+2705,0.4907951953125,0.1955984375,5.665335375316154,2.540002502871063,5.380481482513202,0.6929942174743043,0.3256873477805868,5.657177899375429,1.075478918760535
+2706,1.094028671875,0.097217392578125,2.3949326714393053,5.05657612741601,5.393081151724632,0.164045031583905,-0.0936751847465311,0.1301018327030198,0.7325562526527649
+2707,0.7418890625,0.08595111328125,5.220319911260481,2.1341074767831385,4.391539544895176,0.6797739358545862,0.4574970002415582,5.163119168265567,-1.155626761150648
+2708,0.81584375,0.096554287109375,2.3487521489764207,5.323160302550932,5.452279044598496,0.7486640387665546,-0.2382326266983756,-0.7654376060128045,0.2635403461214492
+2709,0.85774921875,0.13501349609375,0.7467284242862308,4.262075094101655,5.087738083503688,0.2203249305227597,-0.101427705251418,-0.1517420628233947,-0.943033848633252
+2710,1.0208540625,0.095450703125,0.2196301039919009,4.740884593358909,5.441921294387691,0.8642305665557448,0.0010054822256612,1.0115590884099,-1.0823425290536066
+2711,0.93378015625,0.1438163671875,1.879164370441133,4.434400720435782,5.421631674207778,0.5030572417091292,0.1955521826654527,-0.0224362922308566,0.3976291773809934
+2712,0.9644053125,0.14579189453125,1.9064722181649516,5.332847728863731,5.716708736086408,0.8580112325980037,0.2001279274158083,0.3978075919928869,0.7289840635856083
+2713,1.170459140625,0.151502451171875,1.5896911020025375,4.746103961786436,5.764579843650772,1.0665482401701392,-0.0550233007097271,-0.2520697985460141,-0.655620650996144
+2714,0.9924234375,0.11251515625,0.1766878561239675,4.985065166896194,5.154824603492599,0.6305574382478866,-0.0885558008840018,0.1497608879337895,-0.1067155838176144
+2715,0.866489375,0.18747423828125,5.276302041505827,1.805345524324559,5.538875878368711,0.7405606148633929,-0.4243355518712758,4.887462720285721,-0.4573122926908454
+2716,1.06138,0.12136181640625,0.7030614200549923,4.85132221745109,5.190855489573239,1.0266179647698284,0.3645321336323271,-0.0092668642621947,0.5668431829635485
+2717,0.70630375,0.127630458984375,2.790074646215596,1.8606758275035848,5.162819272560334,1.038639819841373,0.1882031088718894,5.304795872125383,-1.716528892366877
+2718,0.885352734375,0.09653748046875,-0.4514116556354483,4.931159158551305,5.448370457119621,0.6533702779808733,0.1314385112617407,-0.0649759748804681,-1.2874254415225488
+2719,0.742062109375,0.1163521875,4.0438760401207965,1.1739832559255927,5.258318220375895,0.3773849165973502,0.4417962411896462,5.562575344280429,1.5871962006959095
+2720,1.01356515625,0.07889814453125,3.8584171780002263,0.7675912974337372,4.393108581886689,0.9530186547725988,0.1554299725876752,5.478496852562147,-0.928149115152226
+2721,1.2115328125,0.088505146484375,-0.6185609562001118,4.466705183596682,5.286296037839165,0.1790276833212588,-0.1392536474150655,0.0211740163320131,-0.2728791719694701
+2722,0.886558515625,0.13390330078125,0.0756962042258079,4.484873223538512,5.422243704981333,0.4334205124086921,0.0174540924407054,-0.2615492555886258,-0.2365676634352837
+2723,0.861508359375,0.101189462890625,1.4492876951097553,4.884347305053756,5.3973353992484565,0.5033755626298568,-0.0295175207128239,0.3236600281563698,-0.7221898818299513
+2724,0.647954453125,0.158654423828125,1.287528029266525,4.552390040780535,5.752316569503956,0.5805905024436564,-0.3484063435289625,0.2779590393038697,-1.155905569349283
+2725,0.902381640625,0.1971672265625,-0.1245586235034665,4.442237089250014,5.158618317675224,0.1540782132177252,-0.3975995380572091,-0.5782676252332379,-1.0424364031846611
+2726,1.093692734375,0.27317685546875,4.152153437972058,-0.3628723809650888,4.407179639800641,4.7512228520283895,0.0991890587092984,-0.4561969857304817,3.079724187078781
+2727,0.920775703125,0.100953017578125,1.2620693458021723,4.591993011581789,5.550863418400468,0.4544129700905693,0.3111723079338054,0.2710267746145384,-1.1994060929539594
+2728,1.24556515625,0.3846803515625,3.648514637307032,1.3575614083200496,4.71761655793113,4.739576706327286,-0.0304951030934362,-0.1734489966677054,2.849028989767288
+2729,1.41362046875,0.217286796875,5.461157413662211,2.371416100478541,5.697117517513857,1.1291127540162789,1.106353635195839,6.488625540116857,2.4272320512958445
+2730,1.1100596875,0.094982021484375,0.947262086049414,4.158496065071312,5.409086132010076,0.9168115390550384,0.193758550340512,0.6144456694956267,0.4767889401886772
+2731,0.830036953125,0.097492841796875,0.9900727622962442,5.207982980880231,5.414533510756014,0.9138162310101928,-0.3300673888884631,-0.1323620946725784,0.0954516745962889
+2732,0.720005625,0.142113876953125,0.3961454304562414,4.969837756803704,5.6538982994688425,-0.2256122663134463,0.0080524282452752,-0.2515737790994042,-0.990590494140328
+2733,0.97211015625,0.15482099609375,0.6955246483395499,4.559306626337778,5.39607384473819,0.96122883618777,0.1285149115036512,-0.0506072206631423,0.9649994428005102
+2734,0.77789234375,0.1270315625,5.619385641412659,-2.5176392863887718,5.244622354459725,-0.1945446229486326,0.0880577498652843,5.166868939009219,2.75673442924106
+2735,0.5192806640625,0.11271017578125,0.4323790264587371,4.484720187466172,5.314185637028713,1.1160634378404168,-0.5698981609795334,-0.2214516592538509,1.5167164077232995
+2736,0.8496784375,0.143904580078125,0.1788757749945302,0.9162428085049404,4.490587741056649,0.1788377093210544,3.6969390283631296,0.597897227987294,-0.074879112263674
+2737,0.823501953125,0.17308982421875,5.094290276694724,2.046923758140045,5.124632740953203,1.6048826147009263,-0.6626558478657032,5.208599811308291,1.502193363271004
+2738,0.875108125,0.12778529296875,1.010606025937991,4.50893531382582,5.486041893176138,0.2905177545193405,0.0211645054256996,-0.1992795247270791,-0.956926849534904
+2739,1.33021421875,0.113309677734375,0.4233637603608145,5.61350739691922,5.497682732079644,0.1268488409164964,0.0755119003206542,-0.208782815965872,-0.8832563150414643
+2740,0.5718109765625,0.13611767578125,5.349693568921892,1.8997629402736451,4.664151376263514,0.2281831524196186,-0.2664569021020095,5.5118819046287815,0.1040494309183755
+2741,1.233583125,0.08741296875,1.6871868529648104,4.846966844078854,4.733311995714882,0.3607558999428451,0.1947548320301347,-0.4109089358943394,-0.6975759778588775
+2742,0.678258359375,0.111329951171875,1.2323423051719382,5.347377109388293,5.522291196564975,0.3048148703193828,-0.3856196423427696,0.693702696769847,-0.4964493126309806
+2743,0.836159609375,0.085311416015625,1.205883246438061,5.236494123687454,5.03217230766087,0.4746901733258453,0.1097732302019303,-0.2150725414409005,0.8047163162523587
+2744,1.3299434375,0.4640561328125,3.514140931355488,-0.3663251417781597,4.849315586050517,5.054515274038781,1.5542738816185964,-0.3368438057965212,4.012335464673185
+2745,0.9309378125,0.16446759765625,0.2691456551328725,0.0604432700210203,4.543604954901826,0.7989611506519088,4.2569675433120295,-0.3328575084945919,-0.2820254585474334
+2746,0.70829203125,0.153406552734375,-0.7806255754634662,4.611274839580267,5.353920705691658,0.5425334597940042,-0.0149580840365338,0.7530436582406324,0.7512410948181106
+2747,0.984095546875,0.1014523046875,0.98919039218902,5.412630096214168,5.3533874079161095,0.2633805737315763,0.3909772694419378,0.2663376604258456,0.180778423773863
+2748,0.992612421875,0.1060256640625,0.8923500877336492,0.7320525732974557,4.7350240477122405,0.6383943496577977,3.484026289630069,0.0070409382679599,-0.7092517059792898
+2749,0.6311133984375,0.109452236328125,-0.2214210211358071,4.349388803580311,5.019140143431997,1.7518905539692473,0.1995943764493041,0.031220680906414,0.4257262450257166
+2750,0.67184875,0.119256669921875,4.44980276390796,0.1139745501394196,4.775043665391689,0.1389577157866141,-0.0894345554031336,5.9080670987882655,1.6472974476700435
+2751,0.989499296875,0.121897705078125,-0.8776961027736926,4.933817204538077,5.458182010327581,-0.2473489091046429,-0.3339940218393945,0.3666701064356906,-1.0586797981417346
+2752,0.919335546875,0.147464970703125,0.8850884155762822,4.177145242362744,5.2170269910501785,0.9844206197922508,-0.3695909042752567,-0.0691062375659475,-0.2609818792767297
+2753,0.9132659375,0.125679541015625,-0.6890619737095783,8.047689242520077,5.530571636071658,0.2741038884437467,0.366911364632382,0.5073892040439647,3.0339443430515294
+2754,0.82355,0.156311640625,1.42384358747148,0.3073331489999778,4.337602283300309,0.838162524977359,3.0635968756573693,0.1282782920196271,0.2662751227099684
+2755,0.93922125,0.109183984375,0.689644163921911,4.8089022606509095,5.216256667357203,0.6034409039867248,0.4747424278264739,-0.201654712079815,0.0426660131971716
+2756,1.229818984375,0.08704150390625,3.127307580862115,5.246479720999384,5.818100869881333,1.2823255971667376,0.1381668411693855,-0.5075502076437246,0.4935790858330106
+2757,0.7811809375,0.103957119140625,-1.896876728649954,6.334056608685984,5.527472814276319,0.1460744742940431,-0.5860131258355181,0.4657703689651812,1.923832322292365
+2758,0.9752771875,0.1514154296875,1.0157857813201323,4.954715591336644,5.5281274197493815,1.0593404248377731,-0.2912812606093644,0.6784707567642015,0.1112425180963423
+2759,0.51730609375,0.104404189453125,1.0743691713431514,3.6014787850091268,4.939652013128058,1.7418815486943433,-0.1261705244668236,0.1525809020020951,-0.271212044128761
+2760,0.676556953125,0.1556971484375,1.114617875171002,5.158604162122469,5.501658659266341,0.9933606399740452,0.0532389364581115,-0.1759967505231723,1.0344793491492088
+2761,1.03475578125,0.1192998828125,1.5560479625630046,4.298181864092973,5.0795051701787655,0.5838123590767377,0.3486895314085492,-0.2915461796208179,-0.3579299882705357
+2762,0.85289421875,0.10385330078125,0.9756161436538192,5.1084223150647965,5.049931965607813,0.1948818117781447,-0.0159404500295008,0.2361401525152628,-1.2139820453116177
+2763,1.3475025,0.35515,5.890818836039141,2.674288819004787,5.637222282197614,4.710676569204723,-0.5502073319160308,1.2517440302340237,4.718217233404337
+2764,0.814849375,0.16887892578125,-0.3918690038177157,4.889888866258822,5.367920178291549,1.199422842227002,-0.0339719729841845,0.5790420595262764,0.2861206571380205
+2765,1.201065078125,0.143508505859375,-0.2033338815424933,4.791657288363802,5.367371123796279,1.0847384633168735,-0.4581849087123962,0.5242227744432211,0.620772972260254
+2766,1.126233125,0.144965546875,0.098310027673871,4.6321460350929335,5.310718834778879,0.8421154281769206,1.732930493886723,0.3268005687060003,0.2470483978905293
+2767,0.6827740625,0.10757091796875,1.1829331191116246,5.334429934970053,5.358986725897395,1.7245197035733089,0.2000597999086028,-0.4199282104783992,1.7707359420609698
+2768,0.689259296875,0.116713447265625,1.3343411812179284,4.768970375660667,5.203656261421687,1.0235162715655288,0.2456408984902149,0.0761621154856938,-1.1802164220901323
+2769,1.007171484375,0.13382109375,-0.7888070097532297,4.522421421568594,5.1150450284459295,0.0715950150302647,0.4191230712679434,0.3724529153135304,-1.1052608389266168
+2770,0.815003203125,0.092009130859375,5.18440257868438,1.8098666039178128,4.9628020490351705,0.3594086946712367,-0.5303520992623643,5.6854654104770805,1.711954566005123
+2771,1.55050953125,0.21711751953125,5.8097965183244265,-2.010476438905734,5.764258691939693,0.9107638876832556,0.5628315338757972,6.63759488242272,2.076115836727566
+2772,0.627783046875,0.14921306640625,0.0774992393560939,4.228664759012439,5.074002521112101,0.433916010065244,2.711747128033484,0.3376481616590558,-0.139491996680116
+2773,0.80118375,0.092976484375,0.436551900001023,4.339447424798044,4.994926220881174,0.6444159326280902,-0.2175170630571955,0.4198646928078974,-0.763755788486489
+2774,1.33709859375,0.6369688671875,4.578903171096977,0.9524833232493276,4.677971463796107,5.112293613550622,1.9733524710850825,0.3760366025734832,4.045823922838738
+2775,0.6338469921875,0.1245171484375,0.6470467818549972,4.990571774091586,5.828658472279566,0.576434606149058,0.4339828390444796,-0.2074277721257732,-1.3024483836146954
+2776,1.057879375,0.13844486328125,0.1255835139124063,5.480036872809735,5.221844888585299,-0.0491477507478862,0.2841249780752944,-0.1958081461472719,0.5161899296133825
+2777,0.6135847265625,0.192719375,3.699950660919665,0.723325965235954,4.131621792775514,2.2934585024687686,0.0669779384007228,0.1970782650764736,2.457434713022649
+2778,0.907599296875,0.11986216796875,-0.0738850011210546,4.548281763647255,5.4122034976293,0.6919485642022862,-0.1558610687183657,0.1228946099536693,-0.3737294998673724
+2779,0.873962109375,0.09865103515625,0.0175602933036159,3.90983011951848,4.748375053752111,1.043369557700569,-0.4474819532109942,-0.2589455154162634,-0.4265066853151374
+2780,0.758496875,0.110562421875,5.525679296682329,-0.6842381188840856,5.073126307106338,0.8893539729400578,0.2122736949658827,5.693511675923351,2.3852815032728523
+2781,1.00910484375,0.522584453125,3.592481572935336,1.8046352238179493,4.743271336079827,5.217639127183718,0.4362308873653669,0.4124330934665084,2.278402627919768
+2782,1.019406328125,0.090756123046875,1.4351682949255578,4.572424053013592,5.027962190338187,0.7592143330124071,0.3233741184540145,0.1989557290551658,-1.4041841563069457
+2783,0.914072109375,0.146426796875,3.446986223865603,1.2443013948158437,5.26641742243396,0.9846235054428344,-0.451337476455505,4.795269182967243,1.401990664238692
+2784,1.193488359375,0.4155265234375,3.882977129390495,-0.2709944706612782,4.779489178701776,5.433519885096108,0.4006299141922771,1.7924810339568384,4.230340485052233
+2785,1.74315109375,0.4498975,3.6847982267540096,-0.0267793367213682,4.781666923937837,5.611662339507549,0.3127895815323518,-0.251322199127605,3.465589279667002
+2786,0.808693125,0.126853935546875,-0.1417143921558424,5.256635034333336,5.668945986863486,0.565219466971979,0.0911267114835297,-0.4447113781539267,0.4581629038874653
+2787,0.931136328125,0.124388720703125,1.0465750119774633,5.326401503051582,5.666158219162244,0.6800443095816079,-0.4202185317895828,-0.2285053447967707,0.0402800050757046
+2788,1.67640109375,0.6500478125,3.24147289638404,1.7455378161288853,4.552747297199409,5.517512515166772,0.8545586497065181,0.1043774206501551,3.9966201242210775
+2789,0.96790015625,0.1055371875,0.7654266479529113,5.119126189975713,5.521415206818818,0.7424605643635321,0.0062823838181202,0.1974334835386886,-0.8569686527714749
+2790,0.864764609375,0.10098001953125,3.623354592418378,1.6153070613509022,4.738669363960179,0.6141595680881105,0.1742942758160747,5.363763112789531,0.1100084784286185
+2791,1.02306796875,0.068749853515625,1.2499207330586626,4.702982994585462,5.049163057674004,0.255350253085525,-0.0914895296401548,0.393035745532813,-1.2650404564936115
+2792,0.9672259375,0.151969921875,0.9441096032086934,5.572218614833052,5.65349451998076,0.3910138787421033,-0.4120108856748625,0.473658187611717,-0.5560877209491689
+2793,0.297745859375,0.1106140234375,0.6890358947425277,5.2040316912587405,5.754976338036425,1.1529651211841598,0.1908865781295577,0.3217046177723671,1.7896413409864262
+2794,0.796345078125,0.09454455078125,3.723465302559566,0.7549057904851083,4.285083854015712,0.1104215826411926,-0.3421946128784671,5.965431150064053,-0.6674526896169575
+2795,0.686026484375,0.126374453125,-0.612938147730572,5.001412945121969,5.8154625847909,0.5544676079528856,-0.0058550193311509,-0.1502970001733499,-0.5071261703918718
+2796,0.6072872265625,0.09946357421875,-0.3050223578641128,4.03444719135352,5.208095865141496,0.2525301686803112,0.4502362000504477,0.1261170796477698,0.9451523267200116
+2797,0.985738046875,0.194536015625,0.4247199758085425,4.015276491496809,5.429755149183353,0.8715407455756565,-0.3524145139360089,-0.0861822523478556,1.3648802234863986
+2798,0.890654921875,0.1015069140625,4.7296839360730445,-1.556472807009288,4.971976415082034,0.3734117864837247,0.090861429039979,5.328216556909904,1.1927745064260122
+2799,1.13239234375,0.3072273828125,4.5281223964097945,1.140294214439535,4.620863639919249,4.024020544997771,-0.3157155121839547,-0.0746723270831868,3.3661968777120195
+2800,0.4369165625,0.1506323046875,4.357828781381659,-1.1358175450822643,5.430385953452157,0.5042195401359202,0.5608479392234813,5.029946700764391,0.713827853206819
+2801,0.78192375,0.096728916015625,4.182361237416513,1.5147449744078678,4.60455461337054,0.6334710622978865,0.5502924353998719,5.698075002614175,-0.3115682843393272
+2802,1.08491109375,0.12682453125,0.6893945830856357,4.348640850781405,5.474560612574809,0.5285046890316407,0.0402787938525563,-0.589075910409984,0.9635240595531568
+2803,0.898165234375,0.083992998046875,-0.1155585098737024,5.51988568281048,5.2714349206804245,0.7951619689864654,-0.0364593821352023,0.1868382226119934,0.2519216254806991
+2804,1.173820390625,0.3852809765625,4.295463899479444,-0.8271441663518082,4.85581865016286,5.137289682150312,0.1053899324689978,1.0335711297377772,4.043389321459892
+2805,1.3245559375,0.5557367578125,2.647155814670654,1.3451683322772787,3.922820948226781,4.786358907556938,-0.3077004914709644,0.3671899277508828,2.7154003980400643
+2806,1.210702890625,0.086212763671875,0.5447310619539296,4.51102187787874,5.308459234926048,0.7085102788014727,0.4738765768599361,-0.2046426473876333,0.4740664185303112
+2807,1.120645546875,0.422668515625,3.533051051345263,1.8915238465206416,4.767583896833759,5.142691921586431,2.016074692225719,-0.7185320078397847,2.34206488926596
+2808,0.8916021875,0.133329619140625,-0.3886546823850912,5.029298227037625,5.572840955188312,1.962061305335706,0.3660649957703104,0.4600543771659644,-0.4575659569513158
+2809,0.868526796875,0.0828912109375,1.5391846120832848,5.096067464304074,5.3427065350978085,0.3344476774844176,-0.1808176189056379,-0.4926882996985599,-1.4132497797304822
+2810,0.857783125,0.17804666015625,0.6455409798966754,4.584486726594312,5.443278675244797,0.5073021057581752,-0.33867339651169,0.2564133682228931,0.995866225216776
+2811,0.858690625,0.110130947265625,4.760674734660319,-2.1855182123688257,5.119635363810793,0.4046237481219374,-0.6373570983277328,5.526898546002734,0.0393544175641207
+2812,0.79553109375,0.10301076171875,5.166808055038221,2.161439389966215,4.85495270965566,0.863162138095592,-0.1850911352603682,5.197422391477698,-0.6898049347652631
+2813,0.857839765625,0.190756171875,-0.3713612582685975,4.83332429446834,5.440559657561809,0.6811487710559444,-0.3054291267296433,0.9941649811195672,1.6742541826457638
+2814,1.769370625,0.2522728515625,2.2529083990676813,6.4682642891631374,6.305715107807369,1.4182876994666505,0.0853613058498314,0.5517823781737958,-0.2338620391419174
+2815,1.017797109375,0.159249130859375,-0.5166757680322362,3.586258259299266,5.479255406153738,1.2876099228190647,-0.0378031254133255,0.4360754359270065,0.5631402346225878
+2816,0.887486015625,0.06943876953125,4.471903573318736,0.8411284601241737,4.53895567704981,0.5527135981054555,-0.0970107836518209,5.110846730477049,-1.1063250935208044
+2817,1.02815171875,0.25232470703125,4.936241795169729,1.2353381052410282,4.594205752266488,0.610849188493091,2.9208714626508865,0.574478051630428,3.869521110920316
+2818,0.997853671875,0.11932087890625,6.120490796524952,0.3789752257855239,5.228156176944584,0.6056826938833985,-0.1632705787416488,5.874867335965255,1.7640946204104002
+2819,0.7385675,0.11610314453125,-0.44569641363497,4.710550014249889,5.579952375201393,0.9258429126674872,0.2675402214654678,-0.098371388841854,-0.2742929788633536
+2820,1.066325234375,0.101863974609375,-0.5638927238225266,4.811159551222056,5.49301672400729,0.4688440225620847,0.250286959481934,-0.2189510458282664,-1.1209246303163791
+2821,0.4235652734375,0.140107744140625,4.424316612063007,0.0736734204520919,5.201655427851917,1.499989418094325,0.327242361498535,5.837125493521052,2.286970817704447
+2822,0.827719609375,0.13742109375,0.959022514982509,0.0748470145014949,4.696745647785419,0.8555436391934138,3.1455718945698514,-0.7276842208116712,-0.0457296162185868
+2823,0.987780625,0.114250634765625,2.0729650958777643,5.28644157332893,5.245642039297033,0.7830387876967259,-0.3913096496970147,-0.0544689363710348,-0.6400814469073329
+2824,0.78762296875,0.09650927734375,4.604217363932831,0.4310788393399174,5.20630479434572,0.403734135402799,0.5281756496584259,4.538304807801557,0.1439255049955858
+2825,1.4244078125,0.15835798828125,0.174264831239482,4.507675853832227,5.271452495235827,0.6743913668841822,-0.3816063082664819,-0.4484304871014635,-0.1835846182081171
+2826,0.852723671875,0.13339322265625,2.1476145778669458,4.6875412450413965,5.587272763849063,0.4777852868059302,0.2618594089924516,-0.2449862420988629,0.9928036583349712
+2827,1.031562421875,0.0710026318359375,3.9906826483930047,1.828478233489944,4.867710267708266,0.5924231570536894,0.0769463640720807,5.655239335457081,1.7532457349971482
+2828,0.95706140625,0.0722856396484375,1.4695926236123658,5.158002366337627,5.465463183216226,0.5180428099592688,-0.3503933103265366,-0.4206600551158339,0.8014120069052479
+2829,0.90154453125,0.120863134765625,1.0145904923564348,4.6778182919808415,5.280488973399951,0.0581030384700834,-0.4828908227197891,0.5993706393681282,0.457349836048572
+2830,1.77150375,0.2140865625,5.196267812310236,1.8625284770705484,5.700238156898745,0.6628601404639725,0.066326905202134,6.2389659155983965,2.174809093401087
+2831,0.903494140625,0.10361505859375,0.9563324730192762,3.9338813081621984,5.245738682985654,0.9515351201796798,-0.2307326718435129,0.2389827008858903,-0.9032831350098476
+2832,0.72250671875,0.086047138671875,0.944451969886878,4.059418604584844,4.747222574792784,0.5668933711850527,0.0300784619418176,-0.0718459218729569,0.2741891657132521
+2833,1.0413915625,0.102011591796875,-0.2197471274451344,5.10558858733082,5.460135015025801,1.036394996807419,-0.3230927971780666,-0.1068166085562146,-0.8626334031783545
+2834,0.96235421875,0.086102939453125,2.70787452308,5.0618966123599645,5.426152802095773,0.4550621421566356,0.4263451852223451,-0.5308221842656068,-1.6390766630337608
+2835,1.0408025,0.22567529296875,0.4764514510307674,0.7512897087771648,4.507387317339926,0.5806745583670125,3.7033830442297337,0.5070622929142631,-0.7408994235146084
+2836,1.05224875,0.083274677734375,1.5565858156587775,4.947163265856871,5.281597988074831,0.4554053264497181,0.0156159316921952,0.0870335373869473,-0.8532423665397751
+2837,0.90397640625,0.09865583984375,-0.0770832843395309,4.668401582342722,5.869145507027144,0.4286095429578498,-0.0487264847032619,0.6444031790858735,-0.5752664023050392
+2838,1.77487984375,0.19027849609375,-1.3086660236507417,6.9827192742781525,6.186851238889767,1.2777764493752488,0.5549866499112281,0.0784134970223895,1.894661360378024
+2839,0.87699234375,0.122979091796875,4.661874526517269,1.8689910847894888,4.862397409788088,0.2846596037274938,-0.1073903234670584,5.668377265686678,-1.2172715924308768
+2840,0.876420390625,0.1149449609375,1.7127537643053734,4.905295735746632,5.505378368201808,-0.0245140477595396,-0.3649763635117858,0.1745377724350401,-1.3577718624029718
+2841,0.951088046875,0.2189403515625,5.069780707192866,1.09223832683321,4.446145483581637,0.4904123167992034,-0.411206556462142,0.7897750996018732,4.101773476362637
+2842,0.911434453125,0.388142109375,3.540408061760286,0.9977138642168724,3.1034343549564296,5.146401361961092,0.7818450989494581,0.2211418898099516,4.21596957485236
+2843,0.8562428125,0.092488603515625,-1.085018893314916,5.418504028328471,5.227152200296541,0.2837783957133206,0.2803857339317592,0.3485063356120264,0.6708292527360833
+2844,0.809192421875,0.103103779296875,5.493665524347344,2.2766401325363588,5.139150005762655,0.040654224678703,-0.5544905046431072,5.80630928473954,0.889192571873677
+2845,0.85092359375,0.0818536376953125,4.643621262990959,1.713228948855637,4.9695276453593245,-0.10272099474785,0.0834189683324633,5.521899396659024,-1.5209631962396502
+2846,0.804320078125,0.112878212890625,0.5667110381516087,5.20055066001865,5.712241159743426,0.8776964821469523,0.284606624440852,-0.1746471454266653,0.411531701074621
+2847,0.75732078125,0.065459501953125,-0.083630024732615,4.435366517152191,4.791368836129267,0.4552075843435744,0.1916933659016515,-0.2960681574822552,-1.454718459870527
+2848,0.9330396875,0.101649140625,1.3860633134050095,4.571566319458784,4.889356409923578,0.4150931486435975,-0.3061014086279703,0.3696633594047701,0.0873289097635513
+2849,0.857746640625,0.143591328125,-0.2854860442700596,4.947385287478606,5.587636066138807,0.4633538603253772,0.0212240432476297,0.4984914837558888,-0.320487932543295
+2850,1.143064296875,0.13037111328125,-1.2656381877936973,4.816016947272052,5.572365946035433,2.1343891422776964,0.0710964306408288,0.7799333245975139,-0.3543303444254621
+2851,0.87154328125,0.132405458984375,-1.3832099922360177,4.762904511339283,5.174624301235996,0.5531919462967259,-0.247842547701093,-0.09109852139864,-0.6222082087590542
+2852,0.715795703125,0.09074412109375,-0.0072206396821339,5.437453117929973,5.340576097508881,0.2358960545367583,0.0555424776906144,-0.0156929253439387,-0.1726076852314039
+2853,1.187433125,0.34659484375,3.608754809441906,0.5720957019338299,4.934435051681574,5.092673638106223,1.262435683627208,-0.3000276008370991,3.348262392978605
+2854,1.0316365625,0.13981669921875,1.247626901277011,4.915518534396895,5.511435814009666,1.0972677108885531,-0.3601837288372945,-0.2114272134878808,0.03828387575861
+2855,0.9790290625,0.150641904296875,1.2910750702741092,4.619973681760345,5.519129632462892,0.8100529157348334,-0.2263238995352963,0.8932604023686264,1.2747510345493267
+2856,1.04019859375,0.105718408203125,0.6460824651020379,4.762271250472321,5.595245326205586,0.2259004972561332,0.1029811270089579,0.193288261476535,-0.7214712533270884
+2857,0.82080953125,0.46388375,2.424821305072253,1.371922627088516,3.369606289296359,3.4568443731924585,0.1015089778778381,0.8430144586506028,1.3195869363156258
+2858,0.934905078125,0.12907130859375,0.7025406932312668,4.896018243628428,5.382709633895834,0.7646882043445384,-0.1420346824034639,-0.346808471211267,-1.4150996646308769
+2859,1.00282015625,0.14464810546875,1.751854362220625,4.390645736302298,5.090087077531031,0.5266700674685197,0.1692851222080733,0.4255508947095661,-0.497734629933806
+2860,0.780680703125,0.13069697265625,-0.7743399772529114,4.388021684569455,5.599369185191766,0.7096204348407887,-0.1205985260688888,0.0434928908033174,-0.9526816052757108
+2861,0.960121484375,0.086009931640625,1.964490187109242,4.324970317659398,5.246368871164263,0.6759164387768399,-0.3624317280410446,-0.1622651573102005,1.2137827300243031
+2862,0.91340984375,0.168753515625,0.6921368970893228,0.8592315536377613,4.492390398006957,-0.2430227485411506,3.701274341183992,0.6122470014301933,1.7067495996401338
+2863,1.014628125,0.141399755859375,0.1569977922453937,4.37790182822707,5.2656403655397614,0.160491892865009,-0.1655930630772496,0.3852856820973243,0.4583334218961702
+2864,0.871661953125,0.140734248046875,1.2658964299820954,4.641485199098853,5.491964484211305,0.7145698465482082,-0.1204562289363643,-0.178523321371961,-0.5488260968812576
+2865,0.83060484375,0.077986591796875,0.4201312682482348,5.088618767143252,5.181125464446491,0.7761666134093284,0.400111357228575,0.2255835966838316,-1.3076497492577543
+2866,0.92038609375,0.115654267578125,0.8252021239625305,4.405877982780465,5.387336665347003,1.1440203840652758,0.0998151160301319,0.1748922642780509,-1.3741117411536623
+2867,0.913029765625,0.0813129443359375,3.293554428699076,4.478284811276091,5.490764472816071,1.438279072767489,0.1586451495895321,-0.2221241118987196,0.8913546360985317
+2868,1.044896640625,0.149988388671875,5.43787841608587,-2.031648074147128,4.679324993442728,1.377872099014371,-0.6775559366279351,5.89677686687373,-1.2101908447549703
+2869,0.672291953125,0.1155084375,0.3630531818202405,5.477702014860037,5.172610427885747,0.7923923868358932,0.0252838407247716,0.0285686689503546,0.2585508622605442
+2870,0.775151875,0.11161259765625,0.7919958604796542,5.103972535417156,5.639048226261412,0.1707541971628793,-0.5106466419804085,-0.3623645513448965,-0.5908712507604922
+2871,0.9249321875,0.19446677734375,-0.0760620555480208,0.5892754040121779,4.683978826233477,0.09410426516575,3.1609985050989584,0.1013682159243229,0.8932162466875448
+2872,1.17031125,0.41267328125,3.723705681482393,1.4098931141288074,4.557333515159729,5.462785491578548,0.2059643734452846,0.7761994038642782,3.882258563446941
+2873,0.762578984375,0.150032197265625,-0.1012915857948258,-0.6511645606146961,4.418173215010062,0.6670143173418843,5.53620005236604,-0.8078220265738039,1.485531937354582
+2874,0.8698028125,0.09928654296875,3.4557950036345924,1.0922189797338269,4.752299118656675,0.334129103896643,0.0260769049020032,5.806160575289864,1.5853150352940222
+2875,0.929475859375,0.17412201171875,0.8936358385886175,4.442329651879495,5.304595133498697,0.1458878489215772,-0.0460796759213099,-0.3955716263397146,-0.5125504688183784
+2876,0.944681484375,0.0828678125,5.355943727586308,0.2384086364933577,4.710920612468617,1.7904851789079994,0.5464569981306251,5.755976360532932,0.2617739259698715
+2877,0.745807265625,0.08229111328125,3.528363773178933,1.3383494462102297,4.945911818921304,0.1518699834173813,0.8572227396480894,5.70791979569041,-0.4208130505122605
+2878,1.248109453125,0.096122216796875,0.1448595042093709,4.958760517004631,5.580587535261052,0.3610396149367887,0.4039743415367109,0.0459689838539373,1.3050937897050527
+2879,0.86057703125,0.148585947265625,0.7905749814077111,-0.2380035233704935,4.801999860278708,0.5503012929801603,3.455085872231676,-0.8033534713473347,1.4160882035880635
+2880,1.11976203125,0.077628935546875,5.130135816258333,5.163617540614357,5.4337800653346005,0.0438419338905022,0.3912223753703628,-0.7948613844912479,1.457018176171821
+2881,1.226628359375,0.500409140625,4.69987511893883,-1.5268991994603447,5.035688870882052,4.735084935288207,-0.4802787188411329,-0.8102796202053985,3.7256231998340974
+2882,1.42733359375,0.140643037109375,1.3716304609279262,4.167663321442229,5.205138001642849,0.7322699893411303,-0.1711935105433641,-0.0968359587322508,-0.5046747758792965
+2883,1.34029375,0.118311513671875,2.236385468964013,4.774029151025709,5.110944135918938,0.01923090365968,-0.4186788865827253,-0.2410520648846451,-1.2863919673835555
+2884,0.93618234375,0.13883494140625,2.810371595686728,4.891250899369341,5.676893195602879,0.3221509743131608,-0.0489152224372669,-0.1162175796601788,0.1961058075099777
+2885,1.2505203125,0.1769238671875,0.3004570695970175,4.345681365763931,5.337591265801206,0.6655729705047274,0.0632660316304035,0.997127605014009,0.5819214616654027
+2886,0.994730546875,0.1089253515625,0.5846753649208352,3.9902691732036457,5.103157847786664,0.9211470181294448,0.068736708672492,-0.1270533504900448,-0.0167992395224546
+2887,1.02238453125,0.1759253125,-0.0023468121116059,4.4963369642555415,5.748723985325422,1.0850379249304296,0.0622967856575212,0.5409133785106504,1.2075205103837128
+2888,0.70401578125,0.16670537109375,1.0425677071665316,0.7031629402413693,4.947758593368016,1.1125573060247562,3.1779552770287807,0.4199814614231481,-0.7066528506516485
+2889,0.931666875,0.159873828125,-0.5303476609507175,4.573898520170342,5.875046929468212,0.3859294411644672,-0.5410549341183666,0.1235288462471569,-0.0957519116131246
+2890,0.740595390625,0.124700185546875,0.5905807435662646,4.508575819558238,5.700773438456724,0.7922652552199279,-0.009167796497715,0.1158027130858403,-1.124722839010462
+2891,1.261882734375,0.44074484375,4.407691493416663,1.7668566157241647,5.11374064700309,5.215398639516466,0.5762816972418056,-0.3815347481830212,4.1927896182143884
+2892,1.3219378125,0.4268915625,4.441744069238189,-0.0824229786656511,5.447722087362768,3.960122364622866,0.6086438154868896,-0.023681416467035,5.2384970703457805
+2893,1.128036953125,0.406749453125,2.8584429811997243,2.1221835034028613,4.647587799255691,5.543789865440753,0.7441994722327095,0.1850820600297374,3.7494595718965114
+2894,1.168666015625,0.101477509765625,1.6278034390245246,4.888256871133901,5.470362346987971,1.523885990009673,0.0740019419841998,0.7744147788862734,0.0910401689365989
+2895,0.905522578125,0.110858271484375,4.701915246984688,-1.4574846017625682,4.598271603159769,0.6859113215452489,0.3401887550843917,5.934354219868526,-0.8148304490193456
+2896,1.032110859375,0.10424697265625,-1.0692898164590816,4.9622174118957725,5.5098407143969705,0.5481384865572408,-0.2152121449923781,0.3837670645173187,-0.1424887144572187
+2897,0.774973359375,0.1456640625,-0.0361011012958146,0.5898276008933986,4.713555588327322,0.2104570386564867,3.871871595690114,0.3641315550398233,0.4302185462374006
+2898,1.057007890625,0.15548890625,0.9299620809339976,4.292295415308254,5.035716133797148,0.4192358787395267,0.0273165100115227,0.3808407609549432,0.6632434030258046
+2899,0.980390390625,0.182057734375,-1.1044320713864428,4.6353453094759605,5.555225489521733,1.374797706195725,-0.4483722060470724,0.3513875727530445,1.2145019181268015
+2900,1.4266309375,0.276450546875,4.901519469980021,-1.7535179254276316,5.546211188516952,4.227900597047153,-0.0793274081906265,-0.6365766738995334,5.002642932867699
+2901,1.30230515625,0.635056640625,2.4937101916928284,2.122097733587248,4.655206090854962,5.01032718906815,-0.1729948929149125,-0.4236313374427715,3.5635179603984524
+2902,0.73205359375,0.3316837109375,4.239882653739069,1.0719980272176994,5.006626923219837,2.856640694726283,-0.660564862694973,0.1706282290520051,4.945060336181891
+2903,1.052022109375,0.1080648046875,0.0478390844696755,4.20364394069162,5.128633731982444,0.3446182518959024,-0.1150590020330985,0.6575630733198234,-1.7647613134396638
+2904,0.85658390625,0.1816424609375,2.6019509707182857,4.583458852947918,5.61399078294479,0.3596261553990539,-0.1236183368101752,-0.5539059010878562,0.6015264106461848
+2905,0.72879265625,0.102846337890625,5.080850928514326,1.6225660157801565,4.809980854167829,-0.2998642667796871,-0.0727418156223915,5.592705665764362,1.6022715317870184
+2906,0.458717421875,0.135528388671875,1.1240403572149094,4.935822849112292,5.343854739898134,1.598796994710342,0.5164117294377503,0.1494677341706595,-0.14075462325633
+2907,0.9326828125,0.160376708984375,-0.1735106514604864,3.680588164933604,4.614972694055676,0.749005451016546,2.470753446626781,1.217635333275351,0.1025177326442476
+2908,1.101069296875,0.159766416015625,0.7797324849547241,4.955449130466343,5.378409209412119,0.7580168929666465,1.8713568774524367,-0.0767051215022185,-0.3911800441087428
+2909,1.2237484375,0.097255205078125,0.7514766789345761,4.568945671987699,5.389774528100303,-0.0192957649576817,-0.271839923813063,-0.076552520163999,-0.5006169130275795
+2910,0.7216109375,0.128827666015625,4.009197302718468,2.0926817957404427,5.149909970304488,0.3740965432698912,-0.158050914184701,5.720200100333428,1.048937011495319
+2911,0.81803046875,0.107594326171875,-0.541223521352938,4.239352118387373,5.296928037054094,0.6356194405736105,-0.2417580437651507,-0.1626733229213903,-0.5866478125076445
+2912,1.3956353125,0.360486640625,2.4018078141478734,2.2267597848338903,4.459889662823074,5.17622830921398,0.0559401229238445,0.376454808669392,3.5982513730953385
+2913,0.88813546875,0.136671572265625,-0.4113297861642034,5.032708022878982,5.4450680741175175,0.4469292329040987,1.6812339660148343,-0.0944006661856289,0.18184650056889
+2914,1.179623671875,0.149508310546875,1.2403630031536483,4.869573271446928,5.464571927517851,1.0178834961206682,0.2410211498501188,0.2160948436377876,0.4961395702786992
+2915,0.711686484375,0.1437059375,0.1874117325374448,4.974385197339725,5.68502866840367,1.1257188243401672,-0.0158286804275244,-0.2749828102987595,0.9027884974282286
+2916,0.76305625,0.124704970703125,5.943472548588631,0.6021312480800589,5.258739385497744,0.5052316862857704,0.0327903141296459,5.155795700647506,-0.7237107683358697
+2917,0.891593125,0.122301572265625,1.0303562646213098,4.178527481969314,5.384343704115161,0.3620703581749566,0.0098536498132182,0.2608308329014255,0.7579166536301033
+2918,0.8644021875,0.130472548828125,4.0529420474868765,2.2988590496032777,5.165527962809507,0.1855679643014576,0.5365713155790586,6.116567520961954,-1.6618188800419755
+2919,0.814370625,0.0540714111328125,-0.0838600155966187,4.678827227189277,4.59410706832333,0.3404677176613658,-0.4315586158686508,0.0255945252832471,0.0665054223214632
+2920,0.922918359375,0.09754025390625,0.3725743748226571,4.780992772397473,5.458535181834138,-0.0638324068515693,-0.3234836846371097,0.0502707888738951,-0.6467724347439091
+2921,0.87572921875,0.08846314453125,-0.6265265022211712,5.294214855652616,4.983652961923619,0.0783042327126625,-0.1437678271013439,0.297235169621185,-0.9439548209952076
+2922,0.71312328125,0.17894740234375,4.488186487557717,2.053260958421276,4.886631444845083,0.3354749502891995,0.2865103798404544,5.217805746359439,1.6381770875109345
+2923,1.019505859375,0.128202353515625,-0.8601551954680937,4.83748098515337,5.283526186099384,0.7507338665935712,-0.1760204080711162,-0.4022202768884208,-0.5771507916036254
+2924,0.771101875,0.14536822265625,3.562104940375121,1.748276356418787,5.143775433728568,2.4201274863824707,0.9734657426937514,5.696006738986133,0.5531356269776395
+2925,0.817665625,0.10445640625,5.664963060877799,-0.4650018396138361,5.149848038663662,0.032792784690095,0.2457701733229348,5.221235486947904,0.3435290396585763
+2926,0.921784921875,0.681099453125,3.348910901484598,-0.3832794760114049,3.5247739080259515,3.909202674700341,0.3134643997148014,0.3958874414288059,1.36037423088289
+2927,1.05806609375,0.11388697265625,-0.0041322228780831,4.24534610105743,5.400843526776641,1.2836744364407768,-0.2085910352901062,0.317420452972894,-0.2031794387042119
+2928,0.892061875,0.24525259765625,1.619168777121059,4.2996013398627575,5.406014355986821,2.4170244401482384,0.2427439113351264,0.2816609416533926,0.5775897433923693
+2929,0.85754796875,0.09223537109375,0.6623068204641286,5.2340153967705225,5.400878028658787,0.4784036670377072,0.1289650969284877,0.4721529919305893,-1.4360722157132155
+2930,0.841321484375,0.1594909765625,0.4083120095760728,0.7392503222217908,4.820009933684656,0.4466837498243042,3.8527327677402754,0.0586365786336696,0.5642890318848399
+2931,1.37842875,0.31249390625,4.755367606705868,0.1230880709740379,5.661169690274075,4.268225386059771,-0.6113072142074872,-0.661595548320049,5.223123335809926
+2932,0.6521075390625,0.1142884375,1.023567082384883,5.614178533249858,5.210922693186993,1.1026631508150022,-0.1075672457250855,0.4133137239049482,0.2105879287137413
+2933,0.903298984375,0.1698180859375,-0.3299296319539672,4.109002915985103,5.726888244492013,0.5271513472298771,0.0321919665100531,0.2782736193369511,-0.1938912797792607
+2934,0.848440859375,0.088209296875,4.739279785525633,1.2206394012968529,4.85329938229569,0.4207712630884141,0.7040259486109842,5.276344790496164,1.2291673910486218
+2935,0.81527453125,0.12064169921875,4.431845854853221,0.4707386946721602,5.224530763168997,0.6790421453087969,-0.1282197473093159,6.425390450391688,1.3751288865872555
+2936,0.8930865625,0.132544091796875,0.021814985943754,4.585192820067374,5.401218535359346,0.8362162607138343,0.6362895854857243,-0.0216632889467257,-0.6697374708964156
+2937,0.903396484375,0.0704151318359375,1.133840221305454,4.239169509076407,5.072773773155598,1.291016261252262,-0.0640929135609312,-0.0757192028213233,-0.2879534208117378
+2938,0.84280125,0.0786683056640625,-0.7068954203652271,5.110416276348935,4.991077772269244,0.4511660747668939,-0.1455244191593214,-0.0465473042713986,0.6095314090784545
+2939,0.603318046875,0.11121892578125,-0.2876985557874583,5.262297833461857,5.150955351830095,1.957666936472071,0.2861969042854582,0.4094392306699252,-0.5852839332188473
+2940,1.04224921875,0.11107130859375,1.978371435785558,5.211247776677569,5.476356138591132,0.429887556691118,0.0437981139245095,-0.5461746700432528,-0.8763850255752339
+2941,1.046219296875,0.20513982421875,0.7749492129135033,4.75124523916775,5.393578964250591,1.2314093405471624,4.276093272420382,1.075031757385939,0.6586739068828357
+2942,1.06753796875,0.4071681640625,3.294305780781892,1.6217494126185303,4.607350979765212,2.8846282703662443,0.1661974445832265,0.24357278336773,4.277340925649608
+2943,0.775895625,0.09302509765625,4.905686642115175,-0.6015534247862354,4.636492498453412,-0.05727000788228,-0.0324865535568985,5.5183982720119324,0.7491683241634962
+2944,0.908420859375,0.127161181640625,-0.1536185402929562,4.345888905007791,5.251219136794953,0.7238602297300781,3.395744415973916,-0.2703652529776481,1.5458080331344082
+2945,0.969429375,0.16739548828125,0.5578795967428591,4.480777719811009,5.561372736766124,0.9329785579242088,-0.3559304112947376,0.345508146575149,0.6597481534578145
+2946,0.960142734375,0.142478740234375,0.4682297623744347,4.278966979599152,5.155236373075634,1.0106731291802191,3.1679664820148647,-0.1535201732468316,-1.5904809988428656
+2947,1.072158203125,0.147156513671875,1.4748873175959911,4.638147931122191,5.635960542896496,-0.1804041356933328,-0.4634104108629915,1.4600577247097688,-0.8187648568533975
+2948,1.45619484375,0.4323709375,3.4283681115335325,1.2318583183221985,4.424199483114409,5.147468158533932,3.1031774653853583,-0.1085355253042784,3.493268821913334
+2949,0.746289609375,0.118154287109375,2.3169691668983523,5.085892702027117,5.286830542253407,0.2313793341191122,-0.3690159849416276,-0.7185300405984667,0.1676500079089342
+2950,0.767857109375,0.0807338525390625,4.40482806196696,0.750436800804825,4.884339224412769,0.423924179993927,0.188362498208696,5.452422776358223,-0.2479121222384764
+2951,0.89856421875,0.10736869140625,0.7683540055109694,5.2788941874968485,5.496338958515209,0.8307990161995763,-0.2110417056534654,-0.3292381393526405,0.9457502138970622
+2952,1.204242890625,0.30030388671875,4.887863993000126,1.3728567487330137,4.736355964661899,2.7709443622104377,2.8969551146138826,-1.0294815128361583,5.010095235786137
+2953,0.9098859375,0.109463642578125,5.314560588243843,-0.5710161754963836,4.990028077175876,0.3375275825594653,-0.2719530876131028,5.551318127095396,1.2199854774496817
+2954,1.33959234375,0.4117873046875,3.6370320100164633,1.1251032458270325,4.788736922582883,5.012937885197108,2.460821062937555,-0.4024755131525782,3.194348946354878
+2955,1.49822515625,0.24754908203125,6.04076413131328,1.9866504803615428,5.6217320256617365,0.9811535133657232,-0.3530704751721418,6.215307098322609,-1.06061380240989
+2956,1.054831953125,0.0792107958984375,0.5263824509164848,4.29336715345847,5.19578498392235,0.4483097657317934,0.1896995611122633,0.146722733029443,0.8984753147262435
+2957,0.89101078125,0.151706474609375,1.4020634207481617,4.96562196388637,5.503815299375114,1.0059406794165606,0.0014226036819829,0.0899885135199961,-0.3602233324646239
+2958,0.926923203125,0.18582875,1.0245702455422845,-0.1917325270689811,4.890738417553379,0.7669613348018988,3.958705214692407,-1.1161776474899372,-1.133723342089205
+2959,0.83380359375,0.085534052734375,1.0781345289690638,4.756952255736481,5.031659811012992,0.7049381651250445,0.245517107097711,-0.3254002386928538,-1.4031208723885624
+2960,0.929420625,0.115311611328125,1.236312723938682,4.628486665223459,5.582807033696248,0.2724171417740963,0.0158242066515191,-0.241550342806707,0.0526914726391522
+2961,0.924187265625,0.12929994140625,-1.3030040004680865,4.998669863465358,5.373963752501014,0.4892162816752296,0.0696020587212362,0.1319063261606361,0.8377333804317323
+2962,1.28231171875,0.108893544921875,0.3174868472435538,5.011552672037437,5.576691688086323,0.3435312547913582,-0.0861823680031676,0.3139891435419336,0.4318424111806128
+2963,0.847693203125,0.15234798828125,1.0094255705043154,4.063560003840948,4.94243204701649,0.8280527478706567,-0.2111405037078443,0.2306686855087889,-0.7172878103231183
+2964,1.107594609375,0.0784666748046875,-0.3331084650595521,4.977277776571938,5.211854394005656,0.0423488548261951,-0.3111684461089551,0.0173158990776177,-1.216002511612063
+2965,1.06042421875,0.142909013671875,1.3917649416735518,4.837068625713066,5.563988889453631,0.8494516868314995,0.2256380329176361,-0.1627827204003486,-1.0336431479816146
+2966,0.87171859375,0.081021298828125,4.993163907186833,0.1661345736540766,4.595433973704133,0.5619790398214944,-0.0469644013035316,5.657024546198087,-1.0483160250473351
+2967,0.966101328125,0.126843134765625,0.8470296439363516,5.691360854787331,5.596326352284079,0.3055556431263666,0.1484383596995269,-0.1976065608447715,1.5568529130114772
+2968,0.92450265625,0.13353484375,1.4864656380972097,4.899258333121469,5.233052826217394,0.8135372993957821,0.3748619204661293,0.149788361195776,0.2981814712680892
+2969,0.804468125,0.09270404296875,5.577653705823904,2.746312781652114,4.9882570055195705,0.2884650069865375,-0.6524751272109817,5.369088054949074,-0.4480165945345373
+2970,0.69260578125,0.12425310546875,1.39319049138598,5.298116943768377,5.276567441344813,1.064576294463496,0.021919809343803,0.9021691728096436,0.21365885721886
+2971,1.035173046875,0.89954578125,3.704181108194633,1.3360297563813517,2.984814577276888,3.0891566614442394,0.1076100514391774,0.6218137931314444,1.1541922468288104
+2972,0.4754043359375,0.179098046875,3.9600351074730966,1.1225909783711856,5.606217888484351,0.6671771475268506,-0.3137261838256205,4.919864707185979,1.8492761298777287
+2973,0.858933203125,0.143203056640625,-0.2671523608742516,0.1555060895289961,4.317037582561859,0.157410484191627,3.5133329701262355,-1.58497435538155,0.3507845619298764
+2974,0.984427109375,0.1056133984375,-0.4221902301123866,4.744355820610649,5.270789658217216,0.8593264823886024,-0.2376539673368568,-0.121959297825975,-0.1031944757390666
+2975,1.101448515625,0.147212919921875,-0.8159162480959977,4.488480870133071,5.321998148232668,0.0145551104654967,0.2525028951038829,-0.3323991929494284,0.907601356763276
+2976,1.371435,0.12934974609375,-0.2266432764318724,4.434975123585692,5.314054254289101,0.914904754895075,-0.1862787120511662,-0.2122265991760744,-1.558341159859357
+2977,1.27578125,0.19547384765625,4.722237318579577,-1.883283669249392,4.975976077998978,0.598464375172701,2.0407060652340774,-0.6922462384666506,4.245408551621193
+2978,0.8938365625,0.0852069921875,1.3952322125836634,4.810540450556491,5.228665612313217,1.0612083903107563,-0.1667214860358395,-0.3097977567749344,-0.9165027634173668
+2979,0.976236640625,0.4078370703125,3.694513506143185,-0.6331907712103273,4.675993190891995,4.996407250754896,0.2667320169645215,-0.3525821735630652,2.9512404958907745
+2980,0.445824140625,0.169348203125,4.842492612461046,1.5076558831219906,4.892470884296652,0.8449234827553527,0.3267271880613819,6.013898337859642,1.5285735336146251
+2981,1.001742109375,0.142403134765625,1.5390771971778738,4.976736090821673,5.468115929261016,0.7175894020521447,2.112887567016582,0.8482164452144272,-0.5982229450527358
+2982,0.810283359375,0.07400373046875,-0.375283738598432,5.104166563500069,5.302916253787621,0.2847702910615761,-0.2111213933872147,0.1149413227741414,-0.9458023492545102
+2983,0.755594609375,0.09783009765625,5.388754873308789,2.263762674684559,5.076093269918486,0.5804769678063788,-0.2910823383583228,5.377184982038783,1.6700510025457704
+2984,0.957023046875,0.14988697265625,-0.6950725633249113,4.827623652388883,5.679117332674963,0.1647703125929456,2.9021422626853504,0.589952796699703,-0.0518282037645728
+2985,0.94698640625,0.11090927734375,1.6621429987117462,5.724346693187625,5.426552399632907,0.7721087122781076,-0.3626687139414072,0.2986299226961389,-0.7557183254262821
+2986,0.870738203125,0.120575693359375,4.522443889296674,1.3298533681244131,5.089103271015066,0.6390409913759805,0.4933045361617698,5.67989762932296,-0.7893076794210478
+2987,0.9391309375,0.099230126953125,-0.4526756189785935,5.057730184137095,5.410032893899229,0.4957367630950173,-0.3606069081951599,0.7628882413073983,-0.3198725761950408
+2988,0.669795078125,0.08684466796875,0.6230893446406038,4.165581398864579,5.140263458862063,1.778281515113558,0.0413022096697237,-0.1798860382153484,-0.2763185343561998
+2989,1.029045234375,0.06627564453125,1.8066992204894476,4.123299290940364,5.21357329437179,0.7427965048802084,0.1726656497104642,1.8348422457817664,0.3133181042520719
+2990,0.999055,0.4974203125,2.497501187316564,-0.1228714428183514,4.392473065042901,4.71667854725066,0.2479785364213857,0.5749277645273496,2.216175283616751
+2991,1.005884609375,0.1847677734375,0.3476757352400666,4.603977693695005,5.651571753616277,0.311978973281215,0.3926079654129354,0.7633476012879867,0.2770223460523715
+2992,0.881083125,0.09084193359375,-0.0972722728570442,4.09761219057837,4.802352925890255,0.2264144578648344,0.0301441294501881,0.2773997235071154,-1.13541679884618
+2993,1.61726375,0.1638476953125,5.42408523713311,0.954961629865602,5.496100808290106,0.2449811090297387,0.2066174317884193,6.308302001004506,-1.1718571373845044
+2994,1.38107921875,0.329414453125,5.392609935455631,2.2470831850501227,5.4536932660432536,4.585042077517172,0.003807993393403,-0.1029142406608814,4.747245279681454
+2995,0.87719703125,0.12242939453125,1.7654513038141044,4.338754789963817,5.600301985315984,0.7632275800927354,0.1563933707029552,-0.3361342047406735,-0.0799723254870981
+2996,0.929295859375,0.084488681640625,1.122114822525786,4.67977232385912,5.405065699094533,0.2796241304883108,0.2756493360892944,-0.5123258955673142,-0.4790677362494354
+2997,0.858601015625,0.10000486328125,0.0747139450622619,4.955473698497291,5.377788467417502,0.3592574322882349,-0.4856784170817708,-0.1575200336336379,-0.3521931793840868
+2998,1.098219296875,0.125119638671875,1.7594816361895422,4.897125288013189,5.004763061217482,0.1970221387609756,3.6918032880427742,-0.2207550438349941,1.2336913713653437
+2999,0.870006875,0.102413056640625,1.3091048172296538,4.307367223893361,5.275697790742398,1.0177825186037142,0.2083172869755764,-0.1831941619417197,-0.862627152662998
+3000,1.1093821875,0.130527744140625,1.3114806618052566,4.33797640036489,5.498807287939727,0.3918309452857529,0.0374909537548713,0.288965740622725,-0.895254737140223
+3001,0.84925640625,0.105615791015625,3.972093293993836,1.356119885266459,5.072077002026075,-0.1018750161833831,0.3020450360579412,6.128947636396791,2.6151705403408774
+3002,0.84582875,0.16377748046875,0.6696157464411694,4.524121324468543,5.543044018896858,0.7827664214939873,0.0440805313326702,-0.1885373442074422,1.2002369655422434
+3003,0.964213359375,0.15600859375,-0.1673635003650455,0.3646929831127677,4.645427371034895,0.5578204966848344,3.0826726090365724,-1.1178831702015404,-0.0075828312128212
+3004,1.1646703125,0.08805806640625,1.536372933485664,4.761470534433781,5.49080948870161,0.3979773967811524,0.1138864361042024,-0.0606890376329564,-0.3114847986324882
+3005,0.845427421875,0.13714625,0.0615471743385518,5.048337338251252,5.789248027876761,0.7940925305369275,0.3175908636553242,-0.2413552918008698,-1.009062888778138
+3006,1.082766328125,0.108223837890625,1.0353678411568936,4.679405776791245,5.199271911868309,0.6776682121649407,0.0002454687427308,0.3435148345896739,-0.8371139660082715
+3007,0.8355090625,0.154737578125,1.4192567904156814,4.414265848125777,5.261250905618391,0.4905423909443379,0.0842779976047521,-0.3820151417262767,-0.8865769371558695
+3008,0.78743859375,0.143169462890625,-0.3962099187231749,0.900009217957097,4.782998703799892,1.1287912725828644,3.614594790546727,-0.5449505651856907,0.9851479170538424
+3009,1.3079546875,0.1015219140625,1.4764373514455382,4.618540258369446,5.309481378839953,0.4842395996797241,0.285045552327352,-0.0304519484453322,0.5086499713105365
+3010,0.738313203125,0.1302180859375,4.238679883283894,-0.7035922409279566,4.519186919449094,-0.1349260787775248,0.3197008084792416,5.255693477734603,-0.6220549568242183
+3011,0.77745546875,0.088763193359375,0.6521828736046915,4.668548576809293,4.954235415578326,0.854341937728066,-0.3285499785587628,0.3119489999045129,0.1649929515829922
+3012,0.917768515625,0.13801458984375,-0.256379222402204,4.39275653511478,5.359651949811718,-0.3096030932208788,0.0503569756289622,-0.4320491398138141,0.41557141155933
+3013,0.82709046875,0.24231423828125,0.5229746540133178,0.4360799252076481,4.947365750869503,0.5858530517073113,3.659589978860652,1.1481676791844586,-0.5075892047686394
+3014,1.25187484375,0.14226990234375,5.218169447125186,4.735981261400626,5.4528991838619,1.2664368582083232,0.0636906694469692,5.781084428541142,0.4837750784007922
+3015,0.79530375,0.150885537109375,-0.6414688057596007,-0.023796139718307,4.675335205613737,0.1270636924519989,3.7069079561978673,-0.4979903871565357,0.0121420464466289
+3016,1.038238125,0.103682275390625,1.5499360300544522,4.996364513683035,5.208283272581921,0.659456476600691,0.1837738053387419,-0.1823570566085131,1.1702127740530288
+3017,0.930579375,0.08864376953125,4.477678684448968,0.0719503895664339,4.626692728388168,0.0932780896118014,-0.9134329648347396,5.7742524439003775,2.4100956760902945
+3018,0.891466875,0.09782169921875,0.716027110665494,5.532307794414533,5.45400096058036,-0.420358008554391,0.1716417660015309,-0.4879463454313518,0.0863291332232077
+3019,0.66396984375,0.14782322265625,0.5952226655373618,4.662293085440727,5.173247432961896,1.6570107643367329,-0.1623436827161879,0.392118708815393,0.3999324760332607
+3020,0.827141796875,0.121961923828125,1.4634643438358947,4.5576124702682455,5.525029336280337,0.493874913087259,0.3128098892169673,0.1643264398753225,0.8543972407469911
+3021,1.152978828125,0.0905862890625,0.7547701872903207,4.741894782233768,5.312867037260396,0.8048414082959139,-0.0585762419575107,0.6195140889301717,0.0668842900735695
+3022,0.64746484375,0.09522806640625,5.308442794474473,0.4679679910145086,5.166394333265212,-0.0045997682668678,0.3824228919051182,5.791715616639766,-0.9809809362628154
+3023,0.778283828125,0.103461435546875,4.919070606901433,1.599613353583076,4.400650465276312,0.1741850187261312,-0.2012035001583797,5.525605108036053,-1.1264479336511746
+3024,1.259785390625,0.125801357421875,1.0291601994649686,4.05738271257071,5.116377118184918,0.2081895987182572,2.3204718681840646,0.0824068956825978,-0.9089246963091474
+3025,0.965723359375,0.1401359375,-0.4408789297496717,4.72968844611246,5.461004391645354,0.82731400102852,0.3877384584085981,0.003713329218412,-0.4229417754242006
+3026,1.001673515625,0.0761160791015625,-0.0267992570625826,4.393550346294548,5.443823244005206,0.8758662993984812,-0.1430721350371009,0.5210024642052092,-0.3893571266194516
+3027,0.952458125,0.13193017578125,0.0384235447642713,4.885402039545615,5.617947333565341,0.565199546493814,-0.5928238746145518,0.3132289786853727,0.2082450379737722
+3028,0.592256171875,0.112969423828125,-0.885012423792102,5.632379861559817,5.397555071883342,0.2583769505097911,-0.4179268058318675,-0.329748478612904,0.3459874261655973
+3029,0.9589296875,0.138970556640625,1.405914884092908,3.753716917798147,5.153671184343536,1.6963684557614032,0.147716098152212,0.3435355251993965,0.0872688371807578
+3030,0.98744171875,0.104131748046875,-0.0479508252319806,3.82989272654395,5.577610270887313,0.310410742515856,-0.034737635490221,-0.2192355473914525,-1.4323821918029456
+3031,1.166418125,0.088333515625,0.8957856327356648,3.877732661560813,5.052565213256103,0.1330463797119169,-0.2678171537553721,-0.0408599531299046,-0.5576683875084552
+3032,0.81627171875,0.078037001953125,3.935717095660164,0.8569810928344958,4.654603956024891,0.5484588832886453,0.1681909607357795,5.479503590531847,0.5133840437019206
+3033,0.881362578125,0.12016162109375,4.009697169967518,3.8089443211751326,4.984055937325786,0.6639668789908694,0.4987392001645256,-0.4487069310464585,0.8451350358787053
+3034,1.028216640625,0.117119111328125,1.3496111597240703,4.786713742480037,4.65073547116337,1.3041161811097677,-0.2688912852600568,0.2709684302849412,-0.0735478391163421
+3035,0.572376953125,0.133780888671875,0.4338605221905786,3.7334638334328023,4.458433983321222,1.2765442981191666,0.1580305811881616,0.5771707471005211,0.6311857904942532
+3036,0.762116484375,0.16469443359375,1.2766618291034988,4.470519986124344,5.344970482731787,1.1059534631126962,3.0471669203745124,0.339152727906476,0.2133650650623346
+3037,0.916723984375,0.146090732421875,-0.1718785447828669,4.544145844504114,5.092366043510559,0.7543068214202081,-0.0699590585201442,0.5635375357615617,0.4647262997789599
+3038,0.8935840625,0.148961611328125,0.0903677184120535,4.499834249267923,5.2172683364798536,0.4379808273587885,3.3616753347192128,-0.3532865053473376,-0.0440249861004817
+3039,0.9316690625,0.117378359375,0.4296108924102725,4.909682031161213,5.561522955753219,0.4034727479759151,0.0110982501383896,0.8578565946444552,0.7549291221660547
+3040,1.193980625,0.128871474609375,-0.2053819894758094,4.435607111521943,5.635925058864421,1.1368051017924128,0.1083173493476539,0.2667043281951357,0.7879511400699828
+3041,1.031789453125,0.11966353515625,4.135876820923145,1.4214853190293075,5.096327611732423,1.4192281271028688,0.626506165792426,6.13581936253282,-0.9313791397547322
+3042,1.068113671875,0.104026728515625,-1.0235482129586084,5.611408061439148,5.273689801745558,-0.2510931786590883,-0.3242372517958829,-0.0458988418070059,0.1500210195161812
+3043,0.97406609375,0.13964806640625,0.7509473642730831,4.808997300328723,5.720596171832107,1.3408046460986298,0.2348915467324453,0.3138266850210957,-0.2411980845983354
+3044,0.933951640625,0.19638220703125,1.257044392632531,3.952910634875592,5.224624324913723,0.1965902439026922,2.7353599518082032,-0.410131264209763,1.006832521989854
+3045,0.874852578125,0.115024765625,4.227840738684088,1.5752831925714166,5.018923429359081,0.5221041498759645,-0.1187861156188288,5.87225237406768,-1.9840370829327203
+3046,0.678482109375,0.095889970703125,0.3827214599639311,4.939969063258664,5.237281003068883,-0.0675824875748075,-0.2277549365556893,0.4542306307542543,0.3963997388092476
+3047,1.2691153125,0.10277552734375,1.2840890788766377,4.636787124708453,5.533355425590032,1.1809451506112751,-0.5869270342233296,0.598848961950579,0.0671673397085241
+3048,0.7438396875,0.100786796875,0.1167234754198646,5.625285565592149,5.263332542654245,0.6827611336634376,0.2940930064321653,0.5519322478866246,-1.4714478952639825
+3049,0.671348203125,0.1639983203125,-0.0983025569022443,1.030942517203982,4.464998006476254,0.0783392593394014,3.354168817322625,-0.5235118383868489,1.7325962292057435
+3050,0.69765359375,0.095702744140625,5.371038061543023,-0.0279459684559105,4.755000093544322,0.5040978946600558,0.3086922531892402,5.544186445116478,2.3594915455649605
+3051,1.74958109375,0.23792283203125,5.9751109095053065,-2.0774134132216537,5.469810642004495,0.735798655698173,-0.5954290868895282,6.471811769333164,-2.019097082658232
+3052,1.04092296875,0.1978294140625,0.9472209624883938,5.053329766323453,5.401702269564589,0.4112839568460943,-0.1408606018227884,0.9069381152183364,-0.1620625659621999
+3053,0.78684828125,0.094078271484375,4.414707804718562,0.2654070253151843,4.60859242521248,0.2812596351551607,-0.0863359951727113,5.496034803895429,0.8530052373906195
+3054,0.576827578125,0.145290810546875,4.545888595573575,-0.8746701328102664,4.845403294903392,1.2882036224049784,0.1770718129176984,5.772537587156669,1.1626036200881804
+3055,0.87629953125,0.0818176318359375,-0.2521175202054532,4.850393368843986,5.0627760052391775,2.1314630377113963,0.4337732937729098,0.0721627487444533,1.1683588494578558
+3056,0.78705328125,0.108705712890625,4.062542809651145,0.6903731021215277,4.892877800577477,-0.3642426468985375,-0.7296573954803962,5.780549862178971,2.3924540037736284
+3057,0.713863359375,0.17891681640625,-0.4945987798323073,4.436693340742033,5.463848367318934,0.7651222427595907,-0.6691327413268786,-0.1634995159467112,-0.6453549570288525
+3058,0.731546171875,0.112114287109375,-0.0451395084389902,4.288730509640223,4.930195653750284,1.1256783606266918,-0.2766813668588208,0.6471112322558553,0.4472878767760134
+3059,0.814700703125,0.085077978515625,5.250042737405749,1.4740421818900016,5.117045343542374,1.2120035827546274,-0.241645279097555,5.77545779813144,3.0378352628069973
+3060,1.017261875,0.08569607421875,5.252533621624145,-1.0169773901980577,4.746801493336252,0.0539414098146135,0.8830916253444647,5.466111114917,1.3666105478126076
+3061,1.052867890625,0.1641207421875,1.0395066862024858,4.225830192431606,5.044429538561257,0.4780981387146661,3.5973024226468797,-0.204155586653692,0.2395040714537546
+3062,0.9062865625,0.114558486328125,0.4910919065192523,4.334433474251878,5.446559096438937,1.022412619132743,-0.2201821402011541,0.0048163666787903,-0.686857410176108
+3063,1.11941421875,0.1323184375,-0.0043728734875775,4.207584433256186,5.074211436321098,1.1045329077812591,3.2968623166741424,1.413374126590926,-0.8014484212204247
+3064,0.927878515625,0.142889208984375,1.7104553345384774,4.868041705817229,5.213450801176563,0.748050995797706,0.1436608295436626,0.1401559308588669,0.3194143545673591
+3065,0.84823859375,0.1167890625,0.1792324213057401,4.535515986500787,5.673490446592519,0.7578539160457253,-0.3426249880424787,0.1600350951918509,-1.489791447653702
+3066,0.841127734375,0.132218828125,-0.2148211022249706,1.0617261160621667,4.060411715735672,0.5818706772778022,2.7818012013278626,-0.6405671903736564,-0.5362641405258951
+3067,0.718295390625,0.068741455078125,-0.0904474957463326,4.966775043166674,4.669863187713849,1.0240874595122609,0.3239590782618387,0.6200622884302044,0.5803289572377693
+3068,0.93273328125,0.09545669921875,0.5748626821010161,5.220937978274662,5.36320915004219,0.5159852372174648,-0.0332093329400227,-0.2685245637285365,1.2617930900479055
+3069,0.882011015625,0.086293173828125,4.053562110290156,-1.28219678370053,4.36893368040446,-0.085727972484923,-0.046504257919704,5.320412540053534,-1.316365080047912
+3070,0.854435,0.09997544921875,4.42853136300806,2.035215206693519,5.406539428095151,0.1215388780225081,0.0064481811621194,5.296645826610656,1.1134707292117008
+3071,1.013195546875,0.1220015234375,-1.322599047627229,4.624986088791608,5.505598805784793,0.3905391347719671,0.2007234761505957,0.884264033265939,0.593781833941033
+3072,1.50105640625,0.22056146484375,5.1685365065576665,1.871561674635451,6.020321784470601,1.2967976384483988,0.1414019498859431,6.237744978671057,-0.0449258768397845
+3073,0.9560259375,0.15163806640625,4.749158576289655,1.2081903144047828,5.128773121931244,0.8330283153288328,0.3383304793850734,5.784004495848497,2.0218513999407985
+3074,1.091715859375,0.102603291015625,-0.1241192337433242,4.880191077201629,5.408150657858043,0.4672688581916248,-0.0748194861484077,-0.1739092268681646,-0.6210330212021112
+3075,1.00599109375,0.1315569140625,0.8390465537799243,4.582523700270876,5.432018172562362,0.7657475022782093,-0.5641983226615608,0.1011885211684961,1.2175248832750456
+3076,0.876054609375,0.14962232421875,0.0358142419561831,3.651359488592312,4.561929011368727,0.743876618342258,3.073723131800666,0.8978169999805357,0.0553450557432686
+3077,0.929032421875,0.1118400390625,0.2322358866703703,0.7601753115238263,4.542267234976279,0.3800514851453168,3.7297028094453406,0.664840807982866,0.764468702921001
+3078,1.350014375,0.2180253125,5.010212463334871,1.4333938115105491,4.89588120173748,0.4602717305077731,2.8958851396809444,-0.1957426885484845,4.467026341059641
+3079,0.6457716015625,0.10368046875,5.5813567637008985,2.4579390733749635,4.7181415698568285,0.8114937561979342,0.9826917924522206,5.158077477342496,1.004661590675806
+3080,1.68733625,0.367930703125,3.811118957205181,-0.4817128929198991,4.965036832489384,5.0926877962569,1.2705848429889186,0.1960554933331829,2.8415332148499437
+3081,1.07619796875,0.5146941796875,2.023355374183291,1.5683177405496458,4.378305469807897,5.2904326038874965,-0.1727283008010752,0.4477537211968915,3.497570652035026
+3082,0.753645859375,0.0799921240234375,0.6151018808906601,4.776116678496552,5.150015246752972,0.3080234538068372,-0.0940856469024472,-0.3139874710087253,-0.4458980794063806
+3083,0.892389140625,0.1038275,3.959664792767185,1.936652411686918,4.7668432734716095,0.3539778945367632,-0.5169603026136185,5.608479063428788,1.496270576327533
+3084,1.19906234375,0.67490234375,2.923381028332527,1.88403995366898,4.745881135362019,5.685783754038786,-0.0932924283448768,0.7306926018067329,4.20816798372181
+3085,0.813086484375,0.0945289453125,4.096871949510598,0.850984921178949,5.163050156964907,0.466031106271654,0.9560698353178104,6.036775391286748,1.7674860545111248
+3086,0.78725046875,0.1170987109375,-1.1001539494038954,4.403783068941318,5.197759216555585,0.2511144231307586,-0.4365466428371773,0.3897777308179303,0.2496935204094705
+3087,1.56365578125,0.5110627734375,3.1471910621685306,-0.0137372155151793,4.948599578351829,5.310152795421407,0.7626057230550656,0.6980944039922143,3.689166407534039
+3088,0.82627390625,0.13519533203125,-1.6792717250619664,5.273805183019197,5.656271426760698,0.8861091093869233,-0.5268072604218982,0.7569753101122249,0.6401717103335095
+3089,0.77874390625,0.07549017578125,4.651119647288537,0.5816590126698961,4.735241904335064,-0.0599162501903499,0.1331283741202952,5.672536598549966,1.096523602265818
+3090,1.10287203125,0.138743720703125,1.4292484531588967,4.137910462779401,5.232387724193385,0.7834233918647613,4.251321300556042,0.0349736742170915,-1.4807974608364265
+3091,0.84594578125,0.2091021875,0.8097935560248468,0.4201115856601984,4.731895103288601,0.8589614282813952,2.0841385839004087,-0.4154645707076668,1.26010894012249
+3092,1.24648625,0.1451671875,1.1198726632235334,5.7608009209840505,5.815446418434734,0.6249302730204324,-0.1342351354982687,-0.581967329293238,0.0779464856404961
+3093,1.046106875,0.28976779296875,4.472679056182229,0.2900352863627667,5.304003645364516,4.668030675526879,-1.001091596479268,1.3713381937048994,4.0441369944278405
+3094,0.8838103125,0.159004892578125,-0.5770238671396132,4.295710090342239,5.402573592736219,0.4924688844045619,-0.1143818021202581,0.5790327711417914,-1.223645209642045
+3095,1.1339409375,0.110072138671875,1.0066708624277818,5.227074012815226,5.352969857442147,0.3264649843630283,-0.2257863312546639,0.0510936171118894,-0.4518720893210643
+3096,1.094660390625,0.13717685546875,0.2529008011762046,4.797732198415671,5.565055415259653,0.8092007402264199,0.2597173866609885,0.1045478196487323,-0.0358031321123006
+3097,0.899028828125,0.14789103515625,-0.4591077556321978,4.664610841625393,5.315201707892928,0.6761441743425455,0.5954101299782306,-0.1721716993873455,1.3244811024158014
+3098,0.840118671875,0.082121279296875,-0.5647012074553961,4.525351819111688,4.745994930866632,0.3766855398939451,-0.0621764890998393,0.3940353595181078,0.2603778791099969
+3099,1.04865375,0.13356724609375,-0.3374667956702401,4.4677822560870695,5.721264448475738,0.8314346750910053,-0.1840545481561976,-0.0269770700353009,0.0493695022573441
+3100,1.188553984375,0.13701962890625,0.8969601931298373,4.056149374062058,5.371740453057219,0.8203103069961959,-0.5431885684926491,0.3247672153406624,-0.9649996449235604
+3101,0.76171046875,0.16944962890625,0.3103563563101059,0.7480046993538811,5.027607418908016,0.5467850018080536,3.1383767410250907,0.4020942100050435,-0.1827498070124423
+3102,0.95248421875,0.5355092578125,2.958276414313324,0.2780413045137674,4.574661847453745,4.759237510328231,-0.0247986603541252,0.6328520088271773,2.615578332471451
+3103,0.99525,0.1767714453125,0.769026866803202,4.043507980656338,5.338199470493405,0.6919923258748353,0.2560907676498988,0.7303061722652031,-0.5099704394363858
+3104,1.044532421875,0.5382649609375,3.105352283946399,2.114498666079049,4.988241649364866,5.366626967601874,0.2686156538747665,-0.5219662532085941,3.798078878639657
+3105,0.823860625,0.1377289453125,1.6866072138183883,5.039169296836671,5.694408754250869,1.2037251121557586,0.2309844412123819,-0.1326843201519846,1.4030793487903923
+3106,0.76969546875,0.121825693359375,-1.0937036103406548,4.961296356822115,5.099466765326311,0.4291649076637384,0.2445930665081563,0.1619487188579906,-0.292391213539717
+3107,1.14664296875,0.093616796875,2.9447955422962195,4.620885814201399,4.672265843769545,0.3054616327567131,0.2366989567401956,-0.2463528432199146,-0.7695073427912823
+3108,0.6533415234375,0.18422470703125,0.5133196101145862,0.7049761525269057,4.5441005738134,0.800772926414614,3.724057931674067,0.5785875620352238,-0.4867994182720584
+3109,1.223304375,0.120295439453125,-0.0144005198425023,4.459871014710704,5.121933917826049,1.0581561425516994,-0.3514638685289462,0.4042248102617596,0.7503485435354768
+3110,1.28450078125,0.14804826171875,1.49553357545681,4.118824208571194,5.2746483681063605,1.2304305179944572,0.2928788926356532,-0.3017703985319207,0.0458792076160116
+3111,0.835506875,0.123989658203125,0.9037554508421062,5.059853145306685,5.460671891813512,1.3637424714209443,0.3180520646147524,0.4533702250478789,-0.1397452626793475
+3112,0.941545390625,0.154589951171875,4.675022617768009,0.1417240168037578,4.917383749650935,0.3084040229561102,0.2446174772646383,5.451797348238012,1.036997313336232
+3113,0.88018140625,0.102716708984375,-0.2157852812443274,4.406174375533482,5.502290132289163,1.2259871689993953,-0.0659739249315464,0.6832979163686607,-0.7345870231928774
+3114,0.863054375,0.144739912109375,1.6374703639991108,4.705250929731587,5.668354904023055,0.514844044306304,-0.2343511030782336,0.0503929124344471,-0.3529184679067739
+3115,1.068383671875,0.1250158203125,-0.0339024227488828,4.74119207270879,5.798368350811646,0.7312807767886056,0.2288304047178341,0.0463784442842136,1.3370627560420587
+3116,0.9623946875,0.13000505859375,1.672187216988274,4.515333040271526,5.625548081149575,1.226366064084646,0.1722026227139811,0.5651148355288742,-0.4087027702618302
+3117,0.748860546875,0.132427666015625,3.9713939837952617,1.663076997506593,4.978814197121255,0.3970437030168549,-0.4787814167876607,6.189901062528181,1.955235241048552
+3118,0.384444375,0.117955654296875,0.6486029432694381,4.862774723719323,5.127802654163289,1.192997529375799,0.3858859313932826,0.7922736490142714,0.3864698943918002
+3119,0.754997109375,0.20487970703125,0.6954161201806356,4.494406153562519,5.401085588264345,0.9119090907147236,0.2106700301935112,-0.0642132799371354,1.0408266821748602
+3120,0.888310546875,0.19250689453125,0.7845055614034203,4.598964402282044,5.287405471339589,0.8454623909753858,1.4047648530762993,-0.326448566738903,0.2955519052359801
+3121,0.8328821875,0.15882126953125,0.266569002830736,1.1887800043251933,4.821498807343832,0.072089596378628,3.7437131614685866,0.4374714602952375,-0.3975064137150335
+3122,1.41539078125,0.3435311328125,5.131255348261193,2.6661647567217,5.4255646143073495,5.607721599384329,1.3609011874646368,-0.8580455365158243,4.6701298121422825
+3123,0.5950348046875,0.1348688671875,1.656970830084307,5.584746909615402,5.617658902045724,1.080847923176403,0.234044838695483,-0.3723072106850622,1.120676890584725
+3124,0.852574375,0.10206560546875,-0.1983923197727069,4.817904087982089,5.55146861708542,0.2971757468974929,0.0985145521524203,0.0801527325963403,1.2578551140805372
+3125,1.399085625,0.48269640625,2.5655452538437307,-0.7967523846044258,4.716231635234326,4.757901877655788,1.1660986791363963,0.0778400748749203,2.4456768321373312
+3126,0.808230390625,0.11061943359375,0.4249195316514033,4.468503157070919,5.533277460331675,0.3335231260611577,-0.2716433185917336,0.563919988990808,0.5967930612911885
+3127,1.037822421875,0.13544556640625,-0.222464878746878,4.916031262673048,5.164673700167197,0.42673931679785,0.2823445419103891,0.055205925360096,-0.4990640032193657
+3128,1.0260759375,0.085863505859375,0.7724512817091012,5.012870679966557,4.780963810131756,0.4173979994298486,0.0072868173947818,-0.1050832272120576,0.2267847890298448
+3129,0.972659453125,0.121858701171875,-1.2913885914217595,4.564140577969655,4.943266994435217,0.3150455277063025,-0.6629130390428744,1.0308086783664772,1.4448163357032242
+3130,0.926324375,0.099435966796875,4.041910850006239,-0.9751796342091984,4.855462368603433,0.3637075585547001,0.8416198615730008,5.49922670703295,-1.1703215848143411
+3131,1.210862109375,0.099773828125,0.9527746451546416,4.396410590827791,5.623183380637274,1.1959974455836926,-0.0279542436967804,0.7313786193686189,-0.8767117293986206
+3132,0.880951796875,0.095874970703125,1.1481966595920772,5.267657523422062,5.271271542877033,0.6328038068424666,0.4303118330390472,0.1464435449989746,1.553035433705387
+3133,0.6807159375,0.139197392578125,1.3294915797129812,4.731436124397882,5.142484348442713,2.132517832647041,2.5768622734587088,-0.0375745359373357,2.3497088372691555
+3134,0.6066455078125,0.1756870703125,0.7225186328337478,4.135116938346749,5.607835296432759,0.2692278802048199,-0.2127503867766834,-0.2807440016412111,-0.0050345787218602
+3135,0.76541390625,0.112991015625,4.3070158682165,1.7629403444713951,4.782548158676017,0.4579312675365762,0.4232355377615243,6.127200261266673,-0.4681029633794425
+3136,0.75303359375,0.066693310546875,-0.1613058089417278,5.264059272214454,4.829317256201989,0.3744389116448564,-0.3203673924998019,0.272430178005118,0.8421690295864801
+3137,1.42805015625,0.4606815625,2.716111882376827,1.091428619560562,4.405356479047045,5.298503034807793,0.1249678258437198,-0.1356630382529287,3.5810397093674395
+3138,0.585604921875,0.150125810546875,5.017863128475663,2.1865419389640164,4.998979998448148,2.118436444371236,-0.0113054220334803,5.552285656030902,0.5000461894518325
+3139,0.82610359375,0.12126400390625,0.7279768893782178,5.394941011845435,5.449493562239122,0.4972413869990565,-0.0347228178616967,0.1042071590656181,0.8261928467197358
+3140,0.82330140625,0.096065810546875,5.050935128169896,0.6015056258680367,4.72472519759998,1.1908382815325578,-0.1336950066083718,5.371239393859163,0.6519267626091824
+3141,1.022218828125,0.12692654296875,0.2080032437220614,4.291613306282616,5.758841729131254,1.3215319228884663,-0.1549439881410539,0.1690590641509486,-1.024994461591989
+3142,0.775922578125,0.1254791015625,1.1165573652571537,4.758150086019094,5.203348511424252,0.4020958914631575,0.3238449246667166,0.122992607324144,-0.5240730452736019
+3143,1.432474375,0.3756041015625,3.60263274635123,1.827864574497433,4.917873873703771,5.290642034481352,-0.1290862380516852,0.5670271838797967,3.8643676389092185
+3144,0.947561796875,0.0972198046875,4.448864237990021,1.1454063943500543,4.77232874216142,0.1993204555587585,-0.3708536056289372,4.928552666351477,-0.4732088978463483
+3145,0.688296640625,0.166140078125,-0.9666483632276952,0.6235257272287373,4.230722641953415,0.7342652282145973,3.2650904842986344,-0.435069308309871,-0.4262386537388429
+3146,0.870219375,0.095100244140625,4.193570578744756,0.4427731957988927,5.010249652057461,0.0071870953364663,0.0744636411523479,5.202667597448158,0.8145596408023545
+3147,1.06022734375,0.104089736328125,-0.233507613049392,4.735594233609397,5.475079072723593,0.5036574627279238,-0.491455993310944,0.1295007405603634,0.6432535541079705
+3148,0.83899640625,0.17859876953125,0.8635092166403657,4.247490595063761,5.209649460731204,1.0304144256524967,3.0568365518024367,-1.3142408449764034,-0.8147310658843154
+3149,0.75748859375,0.1891551171875,0.9481485703640116,-0.1364602619572495,4.293504523366749,0.8908130878592686,3.898155339648659,0.7070310004031429,-0.6545830306771567
+3150,0.786288203125,0.138353056640625,0.981318453755688,5.444497536297351,6.12448340418038,1.188129708564548,0.1975453664966252,-0.1615505325506574,-0.0113072567823283
+3151,0.657634375,0.11284580078125,-0.3682084050243609,4.5216825746426,4.832059268251425,1.4751022001810994,0.4733181863429581,0.2901701216394702,1.2640975884010286
+3152,0.794481875,0.1100661328125,-0.3038412064001748,4.241961565060163,5.792850311111232,0.6208392052142856,0.1240728444655819,0.4742635572715538,-1.4081559549326823
+3153,1.6717021875,0.2614130078125,5.123728297312785,2.310802582838007,5.789849662092514,1.0317342476952167,0.3278136073155137,6.308277441104527,-2.039342858117774
+3154,0.944584765625,0.101374287109375,5.104023763060121,1.525734097442473,4.698983200497559,-0.1699630427137491,-0.3722071127338885,5.549184270637636,-1.1847214658639182
+3155,1.0619684375,0.1017817578125,1.9033011553268295,4.596141083045424,5.22475004631203,0.5537850668876424,-0.2617031009154979,-0.1411649140553024,-0.3999313672010087
+3156,0.942161640625,0.117852431640625,1.6694835219768458,4.033306462323408,5.073129094659675,1.3904136707382422,0.3391334130194508,-0.111715754548782,-0.715858061059084
+3157,1.096923125,0.2971775390625,4.273164266426241,-0.3844555487744409,4.547755396903991,4.4085118387325375,-0.2263422186838392,-0.122507998855976,3.033520747057828
+3158,0.87175734375,0.087546181640625,4.41881848778744,-0.4883300901475613,5.087023565807492,1.578907581575707,0.8480700994438121,5.569349628732647,1.4928122117281002
+3159,0.90353390625,0.133799501953125,1.1967995507467355,5.202646513252023,5.598995594484349,1.1209133567459078,-0.2700641124516502,0.887450687034055,0.8640837002461238
+3160,1.00158890625,0.119765556640625,1.033070071979327,4.841414069464798,5.28268431101599,0.5001275967417477,0.3398240553540775,-0.2178545040187372,-0.9132967658837144
+3161,0.927114375,0.112145478515625,0.425178186379609,5.164396016275067,5.259119180150854,0.3254844814970283,-0.4695662570772915,0.5023923794982055,-0.2300180626198763
+3162,1.149553359375,0.13267970703125,1.6773693835355712,4.244552166380754,4.99500922885978,0.8275983816804781,0.2160849256262167,-0.1130786318682143,1.1901055659744386
+3163,0.890416875,0.0918026953125,-0.3182621314457609,5.219218707086919,5.461949374600507,1.5236517808693817,0.1728631351668115,0.2414403369036801,-1.1679736196480484
+3164,0.798034609375,0.139109775390625,-0.1564199532059907,4.5612396182006,5.349114682348752,0.4920062936834364,1.869365282319992,0.0049715098519922,-1.0829813717261136
+3165,0.952726015625,0.0636106005859375,0.1691417261336573,2.769062816516265,5.091360448717872,0.1413549694023216,-0.30369561440201,0.3254225849886499,-0.0129137636225876
+3166,1.32842625,0.1679331640625,1.149466904939744,4.9496787971532585,5.642668396322964,0.3181221654878213,1.54794295052519,0.7376180307867607,-1.048765312908413
+3167,0.881485546875,0.16670296875,0.5681156367748523,-1.0923509751264506,3.618078086191415,2.1540123076864983,5.504303971984954,1.4301756572723037,-0.0931235496880264
+3168,0.81838125,0.098942685546875,-0.0608971126997825,6.042219780171482,5.201205746881967,0.9134093032634156,-0.0985573497629848,-0.3244444669394499,-0.2490448176830151
+3169,1.15689359375,0.158466005859375,-0.756385615887903,4.780539514192714,5.632424621250176,0.6844846489007611,-0.1565545768425698,0.4053929872215404,0.5048670524883239
+3170,0.8077153125,0.18623322265625,0.6757935084785569,4.490665054040162,5.826148081218671,0.5856594800138095,-0.2899605308586835,-0.0458157435352538,1.5138305503590963
+3171,0.912041015625,0.119622734375,1.2052084796999036,4.898361774093275,5.410055494568367,0.7555660873785793,0.0189953691455162,0.2709163345094881,-0.1748592693607051
+3172,1.227163125,0.532691171875,3.72857194131284,0.8342352781570337,4.419295953187529,5.214837331158853,2.310733695355437,0.7768558734050958,3.200446017590413
+3173,0.4822787109375,0.111347353515625,-0.0539087614790807,6.365500830167291,5.313403023340288,0.9853570811708856,-0.0276875108762919,0.5080229113570642,1.7820776088677437
+3174,0.79739171875,0.10960826171875,4.750782534704885,2.3701724626284992,4.797632347234288,0.5702572698427975,-0.5326457814057951,5.756784705679599,1.369136479145215
+3175,1.016948125,0.12031044921875,-0.0527156458102797,4.5701109109708895,5.564564005263568,0.7380365316074221,-0.0756932054066755,0.1566869514725764,0.3058309322078194
+3176,0.817549140625,0.089072236328125,4.757168791616029,1.5962684460862795,4.78688784652251,0.061873542530378,-0.5355579274353199,5.467036971064851,1.738604680814334
+3177,0.97743125,0.1362544921875,0.6562698577291902,4.75229080814915,5.21290550696751,0.4523210830211044,0.3878996665829075,-0.1187819366843803,0.8075207331556942
+3178,0.9566334375,0.106233896484375,-0.367169099476038,6.034048550893917,5.333239189477772,0.0253448768519433,-0.6205549891055602,-0.1577193222968359,1.2927953779682355
+3179,0.86260609375,0.095434501953125,4.563861934700297,0.7511156217424358,5.049462440343464,0.7551178727483747,0.2532407821511924,5.556421576800322,1.5150393368496655
+3180,0.610880390625,0.25978560546875,3.698930111782712,-1.5055401240077644,4.270241810009115,2.007668504525133,0.3939762070360013,0.5387210150347771,2.4809009203975325
+3181,0.930016875,0.1455542578125,1.1918534958125575,4.22381211648658,5.191134533808633,-0.0490967000549043,-0.3346814471917647,-0.0375349724218022,-0.5251071384914201
+3182,0.62139671875,0.1936090234375,1.006121351570078,0.4913148955591682,4.819480819298467,0.5877801213799333,4.397100388958584,0.8200711817174742,0.7945415892575022
+3183,1.9045496875,0.4619821875,5.15138598332874,2.3508617504394564,5.383034880508999,5.708527074149975,-0.6722332983271012,1.153244940718254,4.685810218899571
+3184,0.948841875,0.160491943359375,0.8400967516114136,4.598625881168343,5.698726864274349,-0.4367272038399253,0.1455348346625295,0.0221389312432198,0.9250468651568589
+3185,0.85916734375,0.086681435546875,-0.5188594170639355,4.834429039751616,5.527368769869258,1.6137112013654409,-0.6161213563807504,1.6907544232708214,-0.0461988983046848
+3186,1.046618046875,0.146036123046875,-1.042002617581585,4.682776255780053,5.427059425559793,0.3783536253247772,-0.5212248996072405,0.1948451829497776,-0.3524488660286224
+3187,0.756943828125,0.107842763671875,-0.743400094074835,4.63496094539593,5.54562256389099,0.3547460883365446,-0.12941862752846,0.6758984824618958,-0.6435200910369699
+3188,0.7446775,0.16064796875,4.122785508548942,-0.2759410316731884,4.853240261438429,0.8138159991920423,0.0658778155469653,5.887281136799905,-1.3273139378094911
+3189,0.812409921875,0.128461005859375,1.1027937093427989,4.833532736557548,5.758600497648811,0.7076211477910449,-0.0017713116404077,0.0908498056217966,-0.3157397208496611
+3190,0.815187890625,0.1065339453125,0.2513164107218688,4.769131312311733,5.786355425208898,-0.0482213075783902,-0.013462019617144,0.0758451496085323,-1.5201772517221794
+3191,0.98771515625,0.094480341796875,0.4647776536024892,4.468638856400828,5.433520106882774,0.3617061319837423,0.1694501912799644,0.4648715745540002,0.0227169072443241
+3192,0.86059453125,0.102368056640625,2.4741449106974898,5.137069100371672,5.262991824618232,0.9120258168329188,-0.0064109356724926,0.5445561128010009,-0.6644730060040032
+3193,1.025823359375,0.1432042578125,1.418071040087526,4.508357600199949,5.350353633963648,0.077602685254957,0.1417459902228326,-0.0812308915712825,-0.99856692000833
+3194,0.75195265625,0.0593282861328125,3.324854879662391,0.798959598700466,4.412065179629837,0.6378544013054424,0.0633651467492695,5.425911337787405,2.463266119482386
+3195,0.738790078125,0.123373955078125,1.7096871551792765,5.383045347562635,4.952069850093699,0.4385741158089056,0.3503882842124521,-0.3839498987164135,-0.990670904713976
+3196,0.989086953125,0.120276240234375,0.6238473114927877,4.796104823342802,5.499132914329239,-0.1427261206533543,0.1285974498643874,0.3840960551681353,-0.0975246123210201
+3197,0.97022546875,0.147918046875,0.3522092963061127,3.980696353252464,4.742861775425564,0.9441193892294364,1.9341513089702635,-0.4769219087723125,0.8199367793900814
+3198,0.938121171875,0.105817431640625,-0.2173317295717862,5.016826197582012,5.257617083647601,0.2251059150744939,0.0336556075666749,0.1372449049539563,1.750195799395907
+3199,0.921331015625,0.1305121484375,2.0850061564268354,4.4108432665087705,5.065311715614316,0.5362025816109395,0.4097246446828858,-0.5731322980305045,0.0559097434258629
+3200,0.8998553125,0.146897880859375,0.5762438364629477,5.01138603422878,5.224376486521607,0.6223963193958546,-0.2585946683045393,-0.0810668888503084,-0.6716158623141163
+3201,0.829469609375,0.120754521484375,0.850932572361355,5.7513223501499215,5.229691219656512,0.5643139427431809,-0.2545943897002998,-0.1745508317045734,-0.395805439461018
+3202,1.010282109375,0.087280341796875,-0.5665837849497479,5.292126975571567,5.462095731742146,-0.0331276475732357,-0.3431212695152383,-0.1945820080617531,-1.229489864806512
+3203,0.826481328125,0.103731484375,4.512542513174786,1.797476836697929,4.929406960441894,0.5203607434394403,-0.2063353553386922,6.096718308586726,2.2912331806129536
+3204,1.220027578125,0.2589194921875,3.698040835632204,1.4074388612465731,4.931553154158578,2.641307156608175,0.0430612410618559,0.585846043373471,4.302381583391686
+3205,0.976849375,0.112484541015625,-0.9068281908934864,4.325971003296344,5.630310484155402,0.7903095043342595,0.3387115969321477,0.3902375237999128,-0.8293013138497107
+3206,0.93325640625,0.117329150390625,0.1772209636408182,4.001815119569263,5.074732923502008,0.6469746800905398,0.0609342254105911,-0.2837851608382834,-0.8996760663312438
+3207,1.6662609375,0.4285133984375,3.1725441422674927,0.5866551378790961,4.5533834148081525,5.155897902200744,0.3161028373939112,-0.3454592079146082,2.904353541806066
+3208,0.885529375,0.093868837890625,4.132983410262466,1.136055614264527,4.88594527855376,0.7818836590864071,0.0162127778838865,5.844350723168634,1.2283862580344118
+3209,0.83792546875,0.18351837890625,0.8588614490266423,4.535296136170922,4.96666411585964,0.4318737308068167,1.186970979299234,0.1426174861913554,0.8550562022826462
+3210,1.764880625,0.789594765625,2.1263338405640497,1.415286952205613,4.171238167524446,4.920985541662909,0.7167928558483543,0.3100584110548265,3.122958719457663
+3211,1.10320328125,0.12277265625,-0.7606198009046049,4.493194785436635,5.107561308521386,0.7509082334754217,0.0642560060161638,0.2368876125742007,0.4643556592553791
+3212,0.6022794921875,0.142424130859375,-1.1769343785061737,4.803898089318588,5.398373202803844,0.4571659704430348,0.2774621527722817,1.2721691135586368,0.6733800852687065
+3213,0.759830390625,0.148969423828125,4.318551337350333,-1.1368673895779564,5.155855302770464,0.9077309751175772,0.2590081926367142,5.875539194153789,1.1361433861064705
+3214,0.88974078125,0.112937021484375,1.2785381127771491,4.78301560105665,5.292586448583813,0.5188032786534664,-0.3219072886354676,0.022292862150331,-1.24401396832512
+3215,0.949434375,0.147889248046875,-0.8215888178174573,4.165060671556571,5.118710706996342,0.2187938087662456,-0.2570293026758367,0.5484700891713472,0.2795006476089944
+3216,1.3152184375,0.137314873046875,-0.4925865742541723,3.93605779842513,5.0585319930007415,0.5091040069470151,2.0310415730241305,0.7680965336057944,0.5670162410633209
+3217,0.992525078125,0.1758676953125,0.9409519562568416,4.64742892134085,5.55547505449151,1.0932289453993351,-0.5710151687618193,-0.0333590110976728,-1.4360404559145936
+3218,0.94815109375,0.1526618359375,-0.2246996221879586,4.554579612003688,5.484192087051161,0.4726531371007358,0.10766146228889,0.0146715426959238,-0.2876016341581188
+3219,1.60873640625,0.516039453125,4.672780721026552,2.856630331935331,5.0243024504736455,5.551699994012029,0.7255545624075592,1.4470908237251063,4.557110697192447
+3220,1.41728296875,0.30097666015625,6.113343676837055,2.860627898747187,5.602864452370556,5.011463023579824,-0.411367351040714,0.1262738301778066,4.594098657716801
+3221,1.072894609375,0.150872333984375,-0.028411398212609,4.569883584437619,5.342309520615271,0.3823952131179784,0.1559526323522972,0.0791186957436822,0.5782257316326974
+3222,0.928576796875,0.1696056640625,-0.0892158442366411,-0.5372375185748159,4.817948319684948,0.5360516376596756,4.294605184909038,-1.4329121971754133,0.5169004260633966
+3223,0.8239559375,0.1281207421875,1.2164142334983838,5.073798092506153,5.626255305037529,0.7233642927890391,-0.1499612524669052,0.2650892382971959,0.26419973641024
+3224,0.90032640625,0.117269130859375,4.13518250760526,5.306637207838546,5.72508073466214,0.6451480246535262,-0.0911315864003753,0.0793384721133339,-0.8323814177640583
+3225,1.41020625,0.5551877734375,3.6096270486932367,-0.3922012469089388,4.983572440914825,5.395487931290573,0.5871945440734013,-0.0499255411954879,3.624980018732003
+3226,0.5655405078125,0.1186913671875,0.4857636394522791,5.258643661446486,4.553386786121584,1.269351421485855,0.1626787833514489,-0.2331905819355726,-0.4465283103627692
+3227,0.919862109375,0.08991177734375,4.408729371235444,1.726302470056252,4.915143016088582,0.1109578114705426,0.2169070920341529,5.589629484863235,2.2064147943852763
+3228,0.959314609375,0.141165712890625,0.9012058153277364,4.417581321445731,5.354757503090058,0.3835660498394332,-0.390196858686262,0.6753106310317235,-0.3757432628963373
+3229,0.70739453125,0.23941107421875,-0.3656865924009207,4.8067899636670335,5.372928252058026,1.553027351020882,0.3442990099896069,0.4627224547459775,0.675004421685662
+3230,0.87082984375,0.15395865234375,-1.3058555227171644,4.823739057097329,5.399191517079179,0.4411362528941267,-0.2368994565137404,0.1186767419580323,0.7829316642920076
+3231,0.80586203125,0.1032316015625,5.529347286574556,0.9344539942588284,4.846868675497077,0.4983259874398456,-0.0835181654531212,5.487949930038088,1.8816163641106904
+3232,0.98123671875,0.103101982421875,1.6726334850115885,4.612859650145537,5.532156161835726,0.3585759360865892,-0.2672427847083033,-0.6452281869708647,1.2810941238499012
+3233,1.11546734375,0.107546318359375,1.2533632019351837,4.752835019352754,5.475312715914998,0.0233098247756508,0.0250994509688947,-0.0365476965768953,0.1910324771581286
+3234,0.8511915625,0.1925959765625,0.0201278930602535,4.91253875471232,5.46019842817851,0.2963622758508265,0.2034363546572692,-0.1006760273366006,0.6770005725057056
+3235,0.76524015625,0.1745744921875,-0.0678027136870092,0.0582010915448591,4.756521103857953,0.8536692391113749,4.037403204134389,0.5421008336356463,1.8067915500223128
+3236,0.71674453125,0.0647987939453125,-0.4640531029155086,4.1726250977222845,5.0101337874036265,0.3503665628677382,-0.1620991907651389,-0.127695062061614,0.5368283017190287
+3237,1.549046875,0.18973240234375,5.548247828374572,2.0479110130377087,5.519590325080379,0.2303494074933317,-0.0425566048661374,6.352695427643181,0.945636241009974
+3238,0.956063125,0.14613095703125,0.4269367199353647,4.260587333698632,4.979574046299626,-0.1218836848273885,0.374920263510843,0.2572511128068884,-0.2392470669454747
+3239,0.866484609375,0.143594921875,0.6654203947242034,4.31805142687534,5.519153128045796,0.836097873042052,0.1192156838961892,0.4807384048600066,-1.1141554861332073
+3240,0.964040546875,0.12016822265625,0.732233821771538,4.885142549113894,5.818663488278419,-0.0085777893769951,0.0856168181030234,0.0139752782821109,-0.5672882598503161
+3241,1.703175,0.23130705078125,2.2163879889533247,7.96130924053553,6.246137351198252,0.8991850587584811,-0.186874210613137,-0.0343211759298513,2.6243531019769044
+3242,0.6698825,0.119468505859375,0.692251293407803,4.902458021090869,5.623673445467584,0.4246404722724078,-0.1263283421291931,0.7605030202886607,-0.7956077381463542
+3243,0.9623234375,0.114235029296875,3.941817922791125,1.1344951216101016,5.115164415003489,0.6401042610396577,0.0949850179954795,5.741113468436166,1.128301354649867
+3244,1.112558203125,0.12891287109375,0.9144134139250714,5.086164009383911,5.378906604569119,0.7138105916316662,0.0049698234051451,0.224162247334549,-0.4740791289599189
+3245,0.966046015625,0.152984091796875,1.4614933895526854,4.628997720690623,5.434473736717727,0.3243362476503149,-0.1512734852959893,-0.1002029650920387,0.9385045255299824
+3246,1.082844765625,0.126108603515625,1.833247300421209,4.194961350357873,5.51284078133119,1.289466027435004,-0.2416698244241328,0.5981619845628299,0.6332784192917031
+3247,1.019285859375,0.1170776953125,0.3711817367666911,4.893014524727962,5.55412218815929,0.4187203967397803,-0.0463484627253687,0.4381240888162992,-0.3765106655209765
+3248,0.651235,0.08799986328125,-0.3977188089631247,4.985957574525266,5.266040592249417,0.2600368197640729,0.02112499075254,0.277658069448275,-0.2888778778783403
+3249,1.08356859375,0.105548583984375,1.5952722926162826,4.830926193345354,5.594937863964454,0.2726641241366692,0.0076333123642493,-0.0747927781867603,0.5027806845985217
+3250,0.7743696875,0.152218359375,1.2554542021474204,4.078520713462776,4.784900907756454,1.2420349568321414,2.835546924700612,0.4006408354341335,-0.3787031842278267
+3251,0.45125296875,0.116549013671875,4.422948578243232,1.94585047194543,4.9071951575698565,-0.0347223724663472,0.3345331241412952,6.055854797068328,1.101625636771774
+3252,0.700132265625,0.17430263671875,-0.3860293293715482,4.533347807372231,4.995600183196073,0.1580405619542374,-0.3778613849150428,-0.2095532319837985,-0.3708492305519345
+3253,0.944158203125,0.0793788232421875,5.113397431825692,1.465011652439752,4.91860767984339,0.1592572165516594,-0.6624571065173723,5.412844857106993,-0.0968568177233226
+3254,0.77836625,0.109102978515625,2.205559759275197,5.134381779780246,5.21155107585403,0.2827441918974336,-0.248090095580628,1.3693977206872188,0.2041239781979156
+3255,0.81093125,0.0754295654296875,4.477779268904493,0.6145534514034171,4.834023560000677,0.3086344944355298,0.231815766811625,5.835738550971241,1.7093093289098455
+3256,0.5693323828125,0.19721357421875,-0.3677169765199561,4.369530120442399,5.025816124127833,0.3693232783691781,-0.6553763297477221,0.122661642649365,-1.1155622973061676
+3257,0.768483515625,0.1244643359375,0.9285865095156624,5.427617657336153,5.125570607186468,1.1987327064945712,0.1482467517641114,-0.1599513846091981,-0.2913604811163167
+3258,0.6152671875,0.085931923828125,-0.2621378680037347,5.565369040071885,5.10106117321382,1.4647859128189975,-0.0511460696552544,0.782713341350107,1.2322288494957154
+3259,1.611418125,0.20122794921875,-0.1002554920773275,7.086470064812749,6.249919522925732,0.5878192566303995,-0.4194185620294031,0.0809621746817414,0.6998193672580606
+3260,1.001276953125,0.127266806640625,0.6346872456055344,4.025144586917484,5.331799139293681,0.7530942763494602,-0.2290401767231153,0.0898609848601683,0.2148632480951311
+3261,0.94606546875,0.09381783203125,6.056330932390845,2.6810142412489197,4.714011145115731,2.193730585916474,0.0584700454250872,5.222510653731823,1.9124761435509328
+3262,0.896445546875,0.156971748046875,0.0112709369675453,0.4943281135445263,4.884846085345523,0.4498717737143208,3.376808838948909,1.1658713046940694,-0.5799303205905141
+3263,1.01344484375,0.0754427685546875,5.698096257512535,1.9486498665830492,5.028414901486011,0.8866523047647151,-0.6210532979469319,5.22494124865663,1.4225347356674514
+3264,1.086455625,0.121113974609375,4.111035185275124,1.2071234611899486,5.301040843974121,1.3054769005692273,-0.1661597703928597,5.596501036031477,1.3998176881463806
+3265,0.7689878125,0.111362958984375,0.8331602872577353,5.054530524948403,5.39178344019027,0.3715191944809765,0.1479201399283631,0.545755755949423,0.7066969239506401
+3266,0.70613296875,0.1114613671875,5.772178465937094,-0.735781321680889,5.056139288990439,0.7245715784751446,-0.7274095979202734,5.638940723036069,-1.4818610316798917
+3267,0.765479375,0.113316875,0.0886260118385985,5.097262515817954,5.4627122049908445,0.7280239374355061,-0.2044002815619797,-0.2602028063785637,-0.584365352430713
+3268,0.7025078125,0.12752904296875,-0.1970797365976302,4.8223563922476105,5.727653372294582,0.4163912049587791,-0.6548248790584885,-0.5559425393063764,0.1649582549333531
+3269,1.4884921875,0.24905529296875,5.92335393708428,0.7863224261742662,5.598271446668624,4.877618348133992,-0.2938136680349028,-1.2859123172410605,4.702233267909211
+3270,0.820751328125,0.10992931640625,-1.292817905309949,4.6644400057606985,5.457009829449733,0.256404616581971,-0.3857025929953167,0.6432454051373796,0.2941352849304456
+3271,1.12253453125,0.11848013671875,1.4976415346360945,4.830142914158564,5.510609260541524,0.4447018546891379,-0.0282945292143186,-0.0690488374075737,-1.1969440091753305
+3272,0.903285078125,0.153745615234375,4.494119606583783,2.0499922987542645,5.120004222824579,2.132618465091946,-0.0575237875199588,5.063888653227106,-0.0700828906237488
+3273,1.382829375,0.3825333203125,3.750673109718764,-0.0895823377415783,5.108626908413639,5.332170246898713,1.1559850686127495,0.1591713900584266,3.2588708164052256
+3274,0.79946765625,0.09906990234375,4.5528428557029335,-0.8549860491714757,4.775286360704877,0.8315639036511946,0.3554345191494269,6.008320349678155,-0.7893272909862206
+3275,1.150729921875,0.11032177734375,1.456003773443155,4.924112671062468,5.333208200099524,0.966309907659547,0.1085881999102829,-0.159167206789785,-1.1181015219082877
+3276,2.06208671875,0.2731201171875,2.1512527732778133,7.824023307006892,6.141397283452332,1.792662299661658,0.619161521949088,0.1097790278863102,2.8332796773926447
+3277,0.71548890625,0.077491513671875,-1.5074444918415242,5.0119906560379714,5.106628358519823,0.7754508532898904,-0.3665081656744142,0.3234072379417267,0.5804865398551015
+3278,0.987216171875,0.16485828125,0.7258863516234872,4.730631531778406,5.202736305250068,0.2101612615131649,0.5579064592250962,-0.7218963799641642,-0.4415331658425649
+3279,0.67080453125,0.068845869140625,5.030660800108511,1.5147421767896392,4.552592881239883,0.8071671739339943,0.0206817950180472,5.112415283759574,0.2308349617962908
+3280,0.702630546875,0.08542123046875,4.532441631465173,1.7997873835890237,4.592113434658847,0.3268678067142319,0.2647336077043599,4.819606746573042,0.2300948732015879
+3281,0.940060078125,0.141378154296875,1.7750875268793636,4.812652444719888,5.180889760174214,0.6921724157592828,-0.2363170898515813,0.4809828542009855,-1.1395621976565171
+3282,0.941264921875,0.17175822265625,0.2566055391018586,-0.6190674673266621,4.81140005357426,0.4151528252283912,3.2517012242592385,0.6159062378596912,0.2541067150895331
+3283,0.945095390625,0.0856570703125,-0.1903386801726231,4.943732659436988,5.316922820266607,1.2752892148672947,0.005093629140897,0.3458507560076222,0.7408659270548026
+3284,0.822536875,0.109847099609375,1.799710492978215,4.862229803994273,4.982848319949427,0.4176383576355886,0.1242497837340337,1.3871243457110265,0.6938703792367054
+3285,1.5847809375,0.2747312890625,4.021085900502344,1.511465594570171,5.332022519549867,3.509664066513894,-0.1899852425456284,0.4627754139300463,4.848796862859301
+3286,0.80943453125,0.10555279296875,1.06078408550102,4.560314513581415,4.786873053219129,0.8735305113845859,-0.1113365618793522,-0.4600077257071843,0.9727401779772497
+3287,0.7294540625,0.10280193359375,4.9952140691418405,1.4915490015622408,4.937369294389098,0.3350841873068108,-0.1228330889715935,5.766455233280754,2.1237214434543827
+3288,1.0191346875,0.110765849609375,0.3108143459245535,4.330766170226766,5.584807373984757,-0.2386179351067929,0.0126962152745234,0.3790559481448853,-0.1130507941222991
+3289,1.0460865625,0.096195419921875,0.9428242084563176,4.889396764046354,5.244534067319712,0.5723877653419963,-0.0426928572629556,-0.3811399815267249,0.5052264604451521
+3290,0.641776015625,0.19073998046875,0.3554860634595006,4.617736413995218,5.217294967101849,0.09848733269559,0.2246559597439132,0.0819459149869273,0.0532642137802401
+3291,1.56834953125,0.3294428515625,5.677073566217871,2.312619053399551,5.592107067607673,4.850218641632986,-0.1753126504137825,0.3876268201609718,4.79046564424131
+3292,0.850361640625,0.115589453125,-1.3596508034588877,4.861431866063461,5.749418671328975,0.6581264989481743,0.4943706297676228,-0.2365324163257781,0.8087567447593454
+3293,0.6095275,0.08851294921875,-0.4106841219944206,5.044247325312234,5.06607961214224,0.5661262893406286,-0.3601545859195739,0.4475681952644007,-0.4084378781221618
+3294,1.045684609375,0.120846337890625,1.2421508745481045,4.83377233557198,5.554499734268826,0.0500952811739857,0.1454784432301198,0.1166710187388642,0.9672340940079308
+3295,0.906924453125,0.137173251953125,4.659649835484721,0.2066867533111344,4.835985766157832,1.310078631130195,0.379326918531133,5.574640074647122,2.208048824299973
+3296,0.827878359375,0.123642197265625,0.8842588697426138,4.5413913691702925,5.247340145313865,0.2762817506458176,-0.218502615687618,-0.1778188683503207,0.1204083230394333
+3297,0.936852734375,0.154430322265625,1.7184839438713662,4.131815865920434,5.157675580556068,0.8553751032592926,2.899068401728226,0.1100964567703303,0.0258048354102837
+3298,1.006082734375,0.07416935546875,4.865493079962018,0.0847114531129876,5.1085606283194345,0.2777273720868031,0.1831567256436282,5.707130297789075,1.1473847966100716
+3299,0.76546140625,0.118425537109375,3.334427274857488,0.7884504274317946,5.362719777836353,0.4147422545199372,-0.2531230595080803,5.125133700627253,1.6962470260428493
+3300,0.86119046875,0.119228466796875,-0.8570844876360589,3.973463091401147,5.813835226283215,0.8531382520481251,0.1410061831412117,-0.4157986851051746,-0.2613061104192014
+3301,0.690535390625,0.105687802734375,5.601311483842837,1.8250957307877904,4.870665326663821,0.6568414860323332,-0.7400174902116765,5.195262034341013,2.4696258519377947
+3302,0.846835859375,0.107479111328125,1.711128930666807,5.1503491571530144,5.262116194228061,0.9365779422248944,0.0937810108129164,-0.56778063305967,-0.3880269982775494
+3303,0.96739609375,0.1416151953125,-0.4492425133502697,4.585938651838201,5.6359366109513855,0.749220794521308,-0.1412099764109467,0.5083814072094873,-1.3659422069380749
+3304,1.09947171875,0.392108125,3.719914827878119,1.4700787234196666,4.536523363707088,4.269260920949852,-0.5533479106071113,-0.6503868964057096,2.7650557649132743
+3305,1.010151171875,0.093307744140625,0.6377411209142684,4.55197069455273,5.149216344415983,0.970676287688468,0.2509299143933301,-0.2630117255307934,0.4086177659200359
+3306,0.88088234375,0.13827083984375,0.0541074676187896,-0.7446947341113993,4.431706631622784,0.5393684803499201,3.170638192946904,0.4486201941208981,0.7169049499609309
+3307,1.004087265625,0.08404880859375,1.7749358429298867,5.55586356937203,5.579829255017444,0.8521793561990286,-0.6635144535228602,-0.3383937118812004,-1.0401701109668933
+3308,0.655842109375,0.17877939453125,1.065820601938526,5.190712190921387,5.424656457878278,1.5098230482202084,0.036766909683072,0.8798623678378286,0.7764652702502753
+3309,1.5216675,0.69956828125,3.760577510719572,0.4300151543632555,4.78586578523239,5.190913378344757,0.6362360072777812,0.0985133984695708,3.924647027216587
+3310,0.672826640625,0.183705,5.236105103308474,-0.3293812556647876,5.208565763116648,0.1603671567965728,-0.0737859583190691,4.88935314103509,2.2616979172507183
+3311,0.738346953125,0.090904345703125,0.3644821879432616,4.76321143793145,5.535577287677806,0.3594109314909006,-0.0929233873677652,0.8025040810839196,-0.3650353495269536
+3312,1.4818625,0.2884782421875,5.593140838729265,1.7452936299125867,5.509616392678068,0.803356250760547,-0.8094808961286521,6.252522585776244,2.0391369769614345
+3313,0.751761640625,0.131226865234375,1.3646369523817654,5.249844624501395,5.735652821872998,0.4985143241386425,-0.3804947942428242,0.3519289499768263,0.6649206536697697
+3314,1.51547453125,0.6458882421875,3.816957919311991,1.90639120022336,4.550969230223213,5.695859185234175,0.4256374769863177,-0.4127790760180773,4.211444286812366
+3315,0.9102971875,0.07743330078125,5.812167755944212,1.91062628295403,5.120794412937913,0.3718071225144335,0.5192706947331822,4.747897045758323,1.053459364395674
+3316,0.79573359375,0.170493203125,0.2099130932878722,0.7922696437745076,4.663714630407324,0.7453176561170743,3.228627715571227,-0.3095822303479956,0.1580349152450649
+3317,1.05391203125,0.16092521484375,-0.080843455471226,4.584780172820455,5.468261647466325,0.506547560297969,0.0184841965142879,-0.2026450366191409,-0.2475150984694163
+3318,1.299955,0.102269638671875,0.3543422009597413,4.80257984097649,5.128704797306557,0.0717570733764617,0.0845079735655493,-0.2937002488762448,-0.8682523033749485
+3319,1.2198934375,0.151811484375,-1.1228753517826977,4.458006303687011,5.535947119450021,0.7467365929476776,-0.1773733077639945,0.2631312286715505,-1.1265411421164329
+3320,0.9100471875,0.125590732421875,1.725147411923857,4.246178340886797,5.525262347095048,0.7449673836159768,0.3548465398375081,-0.0138375480925816,-0.4784960154298734
+3321,1.0894903125,0.096656904296875,0.607507021563754,4.8419759492050245,4.9764522813858045,1.0189229988974124,-0.1365885329737714,0.4616176307542732,-0.5577866440202165
+3322,0.853087578125,0.174131015625,0.5134650742942327,-0.4544955366991891,4.767413435211124,0.939608095186952,3.115137414558255,-0.0619446860307522,0.189003792352707
+3323,0.72965390625,0.155212861328125,1.5473385163229854,5.004111875342492,5.503922384618219,0.8088427759795985,0.0693860381057278,-0.4556003750555341,0.2320829054955848
+3324,0.897462890625,0.106974423828125,0.9273673411489108,5.169520752060546,5.540682118912395,0.7003308378535708,-0.2350880815227231,0.1159872190836816,-0.1003105187505526
+3325,0.88643984375,0.097532451171875,3.3744672176757327,0.5703069895558206,4.630607600325445,1.0761361442400497,0.0810692683351981,5.241608032742158,0.1615576935290966
+3326,0.794733984375,0.1220759375,0.1785067214853983,4.542263603314494,5.465889730790943,0.1917025422373302,0.2623756351389157,0.2003715885804504,-1.3954081758010044
+3327,0.887702265625,0.11583009765625,-0.118862295705649,4.554482041681629,5.519130047994648,1.059525225001263,-0.0358041326884661,0.3962545735859867,0.5341065840993546
+3328,0.866613828125,0.0787811279296875,5.20027470326546,1.2966422997156637,4.872218797338742,0.2327472297978427,-0.1366092658154824,5.508835098053595,-0.1757270827189621
+3329,0.60949125,0.1349048828125,1.28549766294918,4.581006925926858,5.45342346872342,0.3754198442623969,-0.1988666387942229,0.6610234455434292,-1.1926176037839922
+3330,0.724143828125,0.14476572265625,0.3030974434963865,4.532881891231593,5.335146022152812,0.4513554595458411,0.1513005078881378,-0.0526159849043201,-1.1991814780122585
+3331,1.1796621875,0.133136376953125,-0.3031004834702444,4.684970017473049,5.332204894240554,1.3927375075404922,0.1744220988463352,-0.5316275189001647,0.3427236517423483
+3332,1.1284828125,0.13201240234375,1.6002603221389735,0.0548410643685559,4.309403178006303,0.4969557352405056,2.4584604214354138,-0.6357050889645993,0.2411870807226937
+3333,0.935840859375,0.100001259765625,2.421396876740815,5.149904066837786,5.423687492376762,0.9255206022897856,0.8182823852471914,0.4235461322278952,1.098133978440786
+3334,0.76437203125,0.082745986328125,4.215529605341813,-0.3774910947834197,4.658297281957729,0.4272813638784219,-0.3994132873001975,5.886398405463511,1.437628622612212
+3335,1.04642671875,0.130029072265625,-0.4691464428809476,4.427666056379499,5.515225171749311,0.0895129652084743,-0.1475020884101372,0.4705587894886635,-1.3118649244914944
+3336,1.178073828125,0.4802290234375,2.9516332318831995,1.6170639571684091,4.564453690071115,5.078323458494312,0.8694142757259068,-0.2336601399737832,3.096216377849191
+3337,0.897336171875,0.13055775390625,0.6325920151138077,-0.5292025357339974,4.745908580280755,2.875572014140399,3.327466107425086,-0.3697976155276984,0.2086587011367154
+3338,1.078695703125,0.106183486328125,0.8491177653379094,4.253936496480206,5.360921494702581,0.2073699483580991,-0.5642454497424069,0.111853612592913,0.7546220033630897
+3339,0.639912265625,0.222836328125,1.3119626615557205,4.579881952176687,5.446409322067272,1.399664237604918,-0.0218404661413135,-0.2790786637819363,0.3867446569249517
+3340,0.848884140625,0.09187650390625,5.015508046606064,1.828344096848904,4.87951568281361,-0.1928367130221664,-0.0411585702835951,5.774665555472882,1.786547883855325
+3341,0.900741796875,0.120555888671875,4.167951463661525,1.605016200837985,4.569421235774941,0.3417817685231367,-0.5394244327068296,5.486288310061181,-0.401967986476918
+3342,1.196271328125,0.1523569921875,1.8316741210428296,5.420126366216518,5.63927793290862,0.3236836646310175,0.3827042066447498,-0.3886607563391354,1.2364837059256164
+3343,0.738278828125,0.155897568359375,-0.2535853038660242,5.589559558501804,5.677447837080191,0.3210028055580552,-0.19124165586376,0.5199619815700871,-0.6513720168196786
+3344,1.18208734375,0.115744287109375,0.9460813889905691,4.855454629429892,5.686614621051359,1.7570801620426684,0.217590953742311,0.6626548147579956,-0.9240187493371886
+3345,0.7207078125,0.17618814453125,-0.252453602701186,0.6371877067089352,5.028217610416995,0.7190816780913886,3.880965814526364,-1.0315316640901786,2.0513249161873084
+3346,0.82372203125,0.070376728515625,0.8525483075442043,5.130544813297303,5.213157943417647,0.6461389991806015,-0.0244565973590656,-0.1018529986728414,-0.473079629709185
+3347,0.917213203125,0.0788105322265625,0.9848083287486932,4.6410033618210536,5.209772136458129,0.026495102118281,0.0551374045173968,-0.1159127064642849,-0.6066295164033235
+3348,1.2227825,0.1265748828125,-0.5127603361200052,4.147625621060964,5.272054944782015,1.1744304259661689,-0.4045091436539024,-0.4590940780811238,1.0501231281450525
+3349,0.74623890625,0.13976328125,3.857603653920802,1.0753285751715722,5.116989998252188,0.6399102667247408,0.8456810985048335,5.821020758328608,-0.4723446656267945
+3350,0.910495703125,0.120516875,1.5030696664128735,5.005863021340797,5.321155797156209,0.8815346724405136,0.1698277895206005,-0.200806336468281,-0.2253035655367292
+3351,0.811958828125,0.12693974609375,1.2817124347791382,4.7899198634902005,5.182896821774342,0.3210941789811763,-0.2749807255320588,-0.3509753421758987,-0.1669244243084876
+3352,1.38785875,0.4797007421875,4.068460900646055,1.7189208736165886,5.163000426239727,5.670191574019128,0.4936027718329071,-0.6922149321675284,4.182425412781502
+3353,0.98478890625,0.139468642578125,-1.3295552516392897,5.075812001857259,5.567246383084379,0.7622721226946959,0.0585837178198148,-0.406095897300037,0.8429273708481231
+3354,0.8282784375,0.135440771484375,5.709613100356334,2.083365018089039,5.455853733082791,0.1451309518403158,-0.450402782239343,5.753152539896048,0.5634908159796985
+3355,0.838940234375,0.0944971484375,1.5150488294913744,-0.1164510311952354,3.785499981288897,0.5396017242901896,5.38862679672285,-1.6204282814972708,-0.2870911595983957
+3356,1.043001484375,0.098077333984375,0.4550954649034237,5.089041161682566,5.549472339757156,0.3173761543490779,0.6918606459171556,0.2373193968722386,0.3877184123757937
+3357,0.707689140625,0.0673024169921875,3.613551673229193,1.8856025330924844,4.768656632088383,0.7992855407863219,-0.164866118952122,5.321216206855056,0.5556152256224034
+3358,1.230053515625,0.10771974609375,1.2167385135761246,4.778106941513018,5.262728070773669,0.1951346852275784,0.0347280602186553,0.0084546575101489,-0.959962295819749
+3359,0.97625359375,0.155588515625,0.7597646946828768,0.2080958273983602,4.823227810133869,0.6373775256365849,4.446916000827787,-1.6119623442064597,-0.0790207299655246
+3360,0.78102828125,0.25217576171875,3.3635196802508998,1.613945946954807,5.303721947575941,2.7833982669206705,-0.0419034527129053,-0.6688690697476924,4.702133068095809
+3361,0.86674953125,0.137040625,0.3188927845082954,4.62068195364844,5.36371577741703,0.5868840226871949,0.0188952988353085,-0.122798912043401,-1.2508411087168911
+3362,1.009915859375,0.10902556640625,1.453826443640805,4.444543475379443,5.261868387748526,0.1015525482496144,1.929554907520576,-0.5903178458879506,0.1160059140170025
+3363,1.03967734375,0.155396484375,1.736177350133705,4.92612667727858,4.7934837905310586,0.3196844009475422,2.828645602525791,-0.4660335487314802,1.1357786642023404
+3364,1.105710234375,0.20436908203125,3.621304440020921,1.1722155903358844,5.25397727427671,1.1059972412368615,0.0254070261203659,0.2664767407766433,4.574192205588919
+3365,0.827945546875,0.131126650390625,0.6839468032251049,4.859547028621266,5.742382429482052,0.366249914430853,-0.3421309040875022,1.2385754324219622,0.6012458314331577
+3366,0.908646328125,0.14440505859375,1.1124693067295357,-0.8316557252732926,4.493506651804705,0.7072551374721284,3.941155946515512,0.6055210423898514,-0.6079906884926303
+3367,0.91244859375,0.16133087890625,0.0601932577675131,-0.1464479264341833,4.44215511857971,-0.0807163885500217,3.962256449145446,0.770964729148722,0.3673962505445018
+3368,1.20893,0.16985349609375,-0.6023086469920057,5.217843873007746,4.97995504470834,0.6470333093569665,0.9093290855068183,0.0901561211246788,1.1950332413869735
+3369,0.933074765625,0.097706474609375,-1.1712295440634612,5.413446163799698,5.143651821605722,0.4688700944471486,0.1223644330329548,0.6574199836540163,-0.930180066702021
+3370,1.25318375,0.6330305078125,4.150946125769856,3.0015999911829567,4.996315658842529,5.601337856289481,-0.2032380637131419,0.145838230262837,4.1762801642676415
+3371,0.7941990625,0.13870291015625,0.3839198181297054,4.399082707127583,5.272457467963731,0.8689057163350234,0.1485593111980886,0.4168606703890139,0.4245022148118222
+3372,0.956564375,0.113597724609375,-1.048259155066414,4.148948713546351,5.344885974455479,0.422415766664902,-0.037446866661327,0.0390248565716453,-0.7812211227482285
+3373,0.890795546875,0.13247806640625,4.764541786988137,0.5597131957562406,5.318411584228603,0.7489088809113681,-0.1176047854335799,5.742315330265389,-0.5882232507662033
+3374,0.8868146875,0.152275380859375,-0.2629906688718345,4.265809411033091,4.5269517939541,0.6995048611547036,-0.3773012268022411,0.207988966868449,-0.0156020138576075
+3375,0.5745845703125,0.090094208984375,1.4369215529854376,5.321457585932766,5.2220068172641385,1.39520577567849,-0.1353636326643804,-0.1236263663591465,0.0150965411591637
+3376,0.772858984375,0.112057861328125,5.102890573437507,0.6714937525915817,4.894422221158451,0.3510046649678119,-0.2940299315018807,5.801814920210347,1.0668258284125265
+3377,0.88675953125,0.1097084765625,1.2887059154391325,5.52438656757465,5.355232778806355,0.4657406656012991,0.0433067484664215,0.7901182573676759,1.2585301713455808
+3378,1.148329375,0.0971705859375,-0.985249885575983,4.875020805872583,4.555213436640044,0.0830268515365279,0.1756692499501261,0.2680691828950016,-0.3075958152583018
+3379,0.903710625,0.1316475390625,1.12092613582773,4.703554447909461,5.300603750589752,0.9546592931763772,0.3248133690095237,-0.0986219138331488,1.304895640499784
+3380,0.94637375,0.113790361328125,-0.7711833480128945,4.960838898754308,5.356415214106875,0.5047384671155668,0.4737612125943399,-0.8216161554568862,1.0334272497627697
+3381,0.74930703125,0.148673564453125,0.7870392058337492,5.774685051711589,5.299719026407512,1.0215247932383638,0.4210026867194081,0.4185955638572234,1.076165138474854
+3382,0.937345078125,0.16353384765625,0.3061308990795339,4.245770078991116,5.425409447832667,-0.1055686067443865,3.977546603108924,-0.9332742784206756,0.8071452713663892
+3383,0.829261640625,0.159019287109375,-0.6837416410143128,-0.325759019831864,4.453382652741447,1.1632368306854106,3.72559272697205,0.945777857143084,0.3681245513839932
+3384,1.141887109375,0.130507939453125,-0.0318616143080787,5.137071779869192,5.586553960944963,0.0744193493373649,-0.0428752340201375,0.7322943445254696,-0.5469203982643673
+3385,0.78760390625,0.089566123046875,4.576070047268673,0.9805238018475052,4.979655879957203,0.5047267689180535,0.2775110877829693,5.922420066509104,2.083548190929084
+3386,1.072961875,0.107914775390625,1.3229999372846086,4.579321388090527,5.483839741922477,0.8898134127551869,-0.1911478341100354,-0.0736595867327774,-0.4205426886403352
+3387,1.12987234375,0.125974189453125,0.32308975628726,4.966866141366677,5.637276843309413,1.142732084342995,-0.3307424475077372,0.6947761799764957,-0.5694963215972828
+3388,0.67490890625,0.1836137890625,0.3213138115467076,4.094765123776433,5.262445612072002,1.1097636122129138,0.3887816668982961,-0.0935103187157215,1.7230705762380174
+3389,0.931706171875,0.1698841015625,0.6813363261568892,4.087323430486234,5.122503256977991,0.6819027186809004,-0.1010503954488435,-0.3481391065469327,0.2800565365122432
+3390,1.166865234375,0.3668353515625,2.8829778246963818,1.719227827825765,4.988479627778284,5.095397984106228,-0.5969631560630525,0.0783951709214451,3.3604016056930206
+3391,0.89590828125,0.079067373046875,3.816639715088416,0.8108346502240019,4.960403243911986,0.4517972937555425,0.9397417665881466,5.702954107208465,2.010146735602836
+3392,1.121658515625,0.157716474609375,0.241062695223851,4.41503543368382,5.313227010913714,0.9665757339827008,0.3200774132520578,-0.0640545061933237,0.2144560210524654
+3393,0.7450690625,0.108087607421875,-0.3100322300034887,3.9968692924941474,5.17348776358086,0.6591807346419889,-0.2491136123261749,0.5525167341992074,-0.9231656626417214
+3394,0.928417421875,0.074522216796875,5.008600485869522,2.8906390717010524,4.8812384314754045,0.5338070942303976,-0.0320832910965417,5.588102182818629,1.7608802115554072
+3395,0.982178828125,0.1280721484375,1.1936956056715462,5.771821384248376,5.319713571801372,0.8646872113997349,0.180828405606413,0.0912200444910663,-0.2467084945799482
+3396,1.164826171875,0.130321904296875,0.6481657240690636,5.123721518125265,5.491954393642206,0.3685065954966531,0.2417187243320631,0.4825918593818794,-0.5360977077221245
+3397,0.78987,0.0584869482421875,-0.5262960300554858,4.151318566366805,4.577923585008916,0.4556965100334991,-0.0651204032359392,-0.001426190567235,0.1234351831761669
+3398,0.756099765625,0.12801453125,4.354340187474461,1.2773272294677875,4.834427796546544,0.4136768899874202,0.1991927501883392,5.412662558674613,2.4776946458984463
+3399,0.890938671875,0.143229462890625,1.5491438785717582,4.476537383023691,5.287086423277292,0.4689757992089846,-0.391132228391716,-0.5229350089138137,-1.085376832256547
+3400,0.899381640625,0.10556298828125,-0.1331740850681129,4.67520871320941,5.520435176848493,1.039044460344387,0.0842917651243263,0.4162473365094216,-1.0909711349275075
+3401,0.708553828125,0.14599712890625,1.0504549048829357,4.865933285757159,5.589712824780878,0.0834228280770195,-0.349635390579854,-0.0621151596964792,0.6395006948812739
+3402,0.87297953125,0.114742109375,5.554976965440729,0.8617182141676727,4.818773302949204,0.2701689531428247,0.3099826563898989,6.103236326012442,-0.2054305610392704
+3403,1.300137890625,0.107585322265625,0.9548153642474196,4.630522584580204,5.031294717970355,0.4927548030977665,0.2200309898801216,0.8795495920873033,-1.202158103920307
+3404,0.7391725,0.109335810546875,3.043541140410144,3.967889775920734,5.066154210023144,0.8159352260659516,0.1856417268707131,-1.0629914472980873,-0.1980461648886697
+3405,0.797000625,0.128590615234375,0.1050711554017628,4.48811520407882,5.2468613734785645,-0.2019979376049053,0.1333138293992478,0.301857473983749,0.796090163085857
+3406,0.686193984375,0.103546650390625,-0.3053411153484789,5.377998405287365,4.820497237579809,1.1557974813313547,0.2104794464557888,0.1155920027520471,1.1993021673966109
+3407,0.755189765625,0.152362978515625,1.9472222300028792,5.077067605615324,6.317618401080159,0.8860398829557357,0.3635002128934893,0.1054980678803566,1.736485203759061
+3408,1.191645703125,0.141963251953125,1.2351068571101096,4.215810900216849,5.520123466929898,0.3049747907239232,-0.1562317878288499,-0.4358428588633822,-0.8349861890351704
+3409,0.87157609375,0.10266390625,0.92128426965763,4.956473922379245,5.5751131206050575,0.4117442518517256,0.3872414528181666,0.5355607755517648,-0.1512279257256518
+3410,0.897772265625,0.15567494140625,1.1929894800213252,4.52755800191074,5.290770581755551,1.0180727590271843,4.607349087340291,-1.1552611258429828,0.3043739576389923
+3411,1.41766671875,0.610103984375,2.4333898632117923,1.1912517926542547,4.34229123947125,4.678128012130332,1.0433871270304476,0.2820072774522406,3.1527357762439854
+3412,0.853608671875,0.14695248046875,3.653601178859637,0.2929953305949458,5.600665636392776,1.0610755180044031,0.4457787534804763,5.574065822039147,1.994533438932739
+3413,1.3550084375,0.5399598046875,2.964077173506744,0.1867877022654415,4.507857889526984,5.338616314438143,1.892034074689954,0.3859562331061579,4.116160658826531
+3414,1.27107265625,0.394492578125,4.433895471760263,-0.7065720263218849,5.068476736985275,5.197257592129452,0.4658323203077332,0.0438558870508092,3.3647369740156976
+3415,0.66525203125,0.1576060546875,0.0727507595867202,5.472712288842394,5.44377797346865,0.8508767790707504,-0.1150782150321911,0.0634670811227262,-0.8767903934018383
+3416,0.8201571875,0.17829150390625,-0.162561990357267,0.6165805338718924,4.542292321925708,0.3297135466350351,3.8461001254042,0.5352204429626216,0.2759527765655718
+3417,1.160773203125,0.0812433349609375,0.4505855126511183,3.893729739386744,4.744152355056739,0.8593587243356793,0.2420027908286789,-0.0670230703978149,-0.5938349008713723
+3418,1.0569465625,0.490235234375,2.863949431013224,1.7536073987021146,4.277355600538114,4.3126004356884495,-0.5223128193427267,0.6078858652393164,1.7935997524802532
+3419,0.854187109375,0.14649041015625,1.4289629922408704,4.758855901491837,5.346401529942217,0.5481080532577017,0.6328186364891826,0.127695803221738,1.342992665240956
+3420,1.72929703125,0.486703671875,3.9164695804127976,1.265890690908514,5.125614375706942,5.605984150954111,0.4101432330437167,0.9057682129388348,3.7457567398821543
+3421,2.3196784375,0.53504515625,3.4030527180303247,4.557552672500188,5.788416367724892,5.423376813307224,0.1543770726729268,-0.3751098480942587,3.551396499847236
+3422,0.82956859375,0.10028390625,0.9214476736798208,7.045915908055586,5.180660391410795,0.2054015202051913,0.0807343855348871,-0.1175199720894965,2.2958693916132544
+3423,1.056254921875,0.10378548828125,1.2531564685558594,4.824137379696908,5.2540529064613,0.6064754947163978,-0.3927781114599494,0.2616797406907102,-0.3153223111375738
+3424,0.783892421875,0.1341403515625,4.319803451504876,0.4344280414046876,5.156164759331833,1.588308266306595,-0.2139832522611015,4.74646234639752,-0.7455989779457586
+3425,0.91719,0.120895537109375,6.164002951673044,-1.731571261308543,4.984478105281887,0.1692930465586531,-0.2849251013876291,5.406644401259173,2.0117288563956595
+3426,0.703573203125,0.134126552734375,4.382315022489085,1.3964335873785645,5.171942004397423,0.8928520180150268,-0.9368090416452708,6.043149435657722,0.9510993426606008
+3427,0.977199375,0.1352709375,-0.3919071873708953,4.471631094982604,5.441448162540538,0.6470785975514954,-0.0753313378958422,0.1593273048812213,-0.0842436017082099
+3428,0.78739359375,0.7333721875,2.2845793474804275,1.3920865097049802,3.838957721452352,4.784625597064195,-0.1747125556284472,0.848403140818741,2.835231115577113
+3429,1.074425625,0.108783720703125,1.48715603483908,5.308955202931932,5.730372150055923,0.5445136056018097,-0.5114639740811514,0.2246513736516524,1.2557358757946482
+3430,0.6465698046875,0.099267939453125,4.93778442233879,0.8305077092354107,4.722466743705896,0.5844626667212879,0.1093409666868205,5.311461888485488,0.5740303231663599
+3431,0.81450234375,0.11068484375,0.9492891722018292,4.233492424691296,4.998881286953371,0.134705685611047,0.3427638178443608,-0.0899255053459319,-0.0163268639465709
+3432,1.263300234375,0.200174921875,4.531242205430627,0.3264068679881794,5.004565548506818,1.1962951474977763,0.5927135784058072,4.097943906349622,0.0655453448559177
+3433,1.106393515625,0.13369146484375,1.7348191159871773,0.8240538012252515,3.6885670545326095,0.583996367211252,4.245599377230215,-0.3167597991507273,0.489979089534332
+3434,0.75147453125,0.096724716796875,-0.8795283486316554,5.20276764202724,5.622678220225717,0.5680036101505619,-0.1354362557555058,0.0532001783277716,0.2819795823878589
+3435,1.068089609375,0.10527494140625,1.4297524126947596,5.051736399579319,5.780690471701434,1.078795873690506,-0.3093800439964712,-0.3564104288348665,0.965711927329651
+3436,0.76031671875,0.19567490234375,0.565742151032295,4.316053171505225,5.520281015517423,0.9122928606768058,4.502850693408417,1.2623230648295685,1.033172787862012
+3437,1.05291640625,0.152409794921875,1.105744054571347,4.500614262609036,5.03065228454509,0.7624742489341744,1.6402183398472685,0.0853652513937264,-0.3556232686780567
+3438,1.39763671875,0.169977109375,5.531077813085565,2.7838085105513537,5.440837225241202,0.5061627367096571,-0.4961277137889427,6.405491445996479,-2.29314936076696
+3439,1.0711821875,0.11188744140625,-0.7587338002273023,4.4168890429029934,4.684522315295162,0.486376791784444,0.1648299763550805,0.3652620940461889,-0.0633231946526415
+3440,0.825485546875,0.1302823046875,1.147327743532906,4.547198687613127,5.117866494750344,1.5335507597174804,2.386281183340388,0.0695646585175965,-0.3217939518864754
+3441,0.723760546875,0.133581064453125,4.617659245004663,1.778732478697645,4.788154760933295,0.551869639564262,-0.3531624003347792,5.615581751439566,1.442241112226518
+3442,0.75465671875,0.111810634765625,1.1402645902483697,4.492246178536482,4.972236381121698,0.8904154807907028,-0.4129697076187406,0.0871668817371126,-1.3359840507556235
+3443,0.8366809375,0.09020103515625,4.82277324955125,2.333881537360119,4.859481198932164,0.114557744058996,0.2994302748548494,5.533075408606696,0.7855854970553403
+3444,1.23659640625,0.141310947265625,-1.0123024550578037,4.498240070072629,5.052740196637544,0.5065088700306595,4.100796677396121,-0.6059910566349556,1.8533237314407864
+3445,0.927851953125,0.09765486328125,1.6664406206927924,2.648805968600497,5.287708166876294,0.5253189016021386,0.2673759621599578,-0.2483385605937276,0.0536655011632866
+3446,1.14009046875,0.146129150390625,2.0717066054888265,5.195939968358322,5.321699857464648,1.0885195751463543,0.2534318837020218,0.0500925394368861,1.0691240687780388
+3447,0.888766484375,0.120113603515625,-0.8860922319342109,4.587012917164964,5.346058367944113,0.6547843520959573,-0.324261324296737,0.6219005919049162,0.3087902649721789
+3448,0.996745,0.132930546875,0.1836955840099848,4.841945350282637,5.502184392340232,0.5757432304908539,-0.1901841187245561,0.0553693455292539,0.0931891303713292
+3449,0.8273878125,0.162685302734375,0.4953202905894126,0.3369621669256138,3.7758718132098776,0.5288560695363134,4.379491105258143,-0.128996838932779,1.765543381882188
+3450,0.864738203125,0.099885439453125,4.76007590570775,0.9861348861539966,4.408459471837099,1.0221904610711534,-0.2162499642740232,5.452137761875584,0.9310098740684618
+3451,0.7018771875,0.1282017578125,1.5731473678745,4.617052875867046,5.495679283779281,0.7325908785586175,-0.0667838214650313,0.4047612794776256,0.619189927611751
+3452,0.731585234375,0.123501171875,1.6210793266215984,5.486204058047967,5.619315783514482,0.3604826914937559,-0.1357847128066747,0.9270785858210524,0.5693223171283783
+3453,0.92693390625,0.13491328125,-0.9946052576949632,5.175529771481438,5.788344712357304,0.4156170433231272,0.2523158702967787,-0.1266901561020343,0.2090374532910403
+3454,1.3575315625,0.30398376953125,4.730545868568989,2.35319933680594,5.13734378860613,5.416394826843905,-0.0758363669670851,0.5826601947366883,4.58710077839847
+3455,0.4026748046875,0.526393515625,3.076245351271758,0.8554485158703742,4.765959790347675,5.310098411268221,1.1902010467341864,-1.1654667658776352,4.362814393655024
+3456,1.243100625,0.120741318359375,1.4771072470657507,5.086029916317496,5.492091059513419,2.0198304835076906,0.4230347995650131,0.5035558117961949,0.2710882201363128
+3457,1.132475859375,0.143083037109375,0.9058440623327748,5.025384485921491,5.630203575819459,0.6845095927076853,-0.0459638808483061,-0.3416653130273288,-0.0521247994219857
+3458,0.7075653125,0.119887373046875,0.6307815004930936,4.483070342250735,5.431035996197568,0.3945718520827788,-0.2910099555672095,-0.3677376244048814,0.9045579396959847
+3459,2.0711353125,0.3694691015625,-0.900783567922245,6.22812474001589,5.842009633139038,1.5739393938091004,4.614471327256435,-0.0888774620588735,1.6543004934400756
+3460,1.04930265625,0.10460703125,1.6816624011501211,4.545801097772141,5.404620866923501,0.1102563474811303,-0.1899535349646897,0.0445755675444331,-0.6405696047464091
+3461,0.6372405859375,0.17696529296875,0.0716288165453253,-0.3013930239532026,4.426019725950239,0.4857262283707426,2.490205195304366,0.6504537575303099,-0.6353167152539969
+3462,0.706665234375,0.10351125,4.295037379361476,-0.9744392751926568,5.3166720379094805,-0.3555389804458769,-0.3401668442712553,5.436698642655557,-0.5398065475664038
+3463,0.940853671875,0.1289626953125,2.247925973769992,3.8082696253058654,5.193840889282337,0.4916480998627831,0.5305761440651681,0.8937957019410261,-0.4665291262497518
+3464,0.79884125,0.18379443359375,-0.7016634100340112,5.066608164626527,5.003135513613971,0.9482399523931068,0.7686667638149179,0.5761669792409654,-0.13717495978525
+3465,0.704958984375,0.138504873046875,0.4288801516677557,5.146873640500538,5.808483560400161,0.6523871841277123,-0.4034646129845803,-0.0802405070951565,-1.1214470097648042
+3466,0.899596484375,0.14242953125,0.8958850297108736,0.4130414248919259,4.860498518596625,0.4197136691708998,3.894148635996048,0.7619955634628836,-1.233711681042709
+3467,1.2655825,0.12224576171875,1.6868950603029007,5.481883562677667,5.64804173078923,1.6459270378360114,-0.0341640820489701,0.0444524290747047,0.1460554159619575
+3468,0.96850421875,0.11576708984375,0.7089702808325329,4.739610877251117,5.236379859077547,0.7945408163425725,0.1735008869957329,0.503268929740187,0.5625976184855921
+3469,0.980549921875,0.1496001171875,0.7201735964807355,4.334931195745067,5.39552052786254,0.4941790620190333,0.1917447623675781,-0.2994666438930775,0.1127154177297393
+3470,0.666707578125,0.12431791015625,0.3767827923037286,3.941584722039386,5.162538032281689,0.1875479770208899,-0.1728983914719513,0.3415783578428065,-0.4398211095579719
+3471,1.01330046875,0.28441560546875,3.0681047530819634,0.3100993765084617,5.246313266777587,4.088006249740508,-0.0574505573435698,0.4824866700748336,4.778220774309251
+3472,0.835916015625,0.12989224609375,-0.1805215854686935,4.900232465001389,5.733256548222277,1.524415868414322,-0.2963456589736867,-0.2408409424488557,0.1857539938057814
+3473,0.892651640625,0.0791297802734375,0.6119625472021956,5.137677977475151,5.20342548640955,1.113896050187795,-0.2464327746772213,-0.2629065902143702,-0.6733250660094794
+3474,1.021878984375,0.130770791015625,1.174927109717466,4.652928506673479,5.492425452076709,0.4567685340882244,-0.2620186688565447,-0.7258841868258985,0.8998834162249925
+3475,0.913381640625,0.113474111328125,-0.6903560592920734,4.0319422003326695,5.5441653589814,0.7222569635085978,0.3822794320537682,-0.0185105175923701,-0.3535113048810277
+3476,0.5805003125,0.199773359375,4.510621183480321,1.3415657058675416,5.365163919284925,0.668039957856414,0.3755313433029854,5.430606532529146,0.8354280280010865
+3477,0.906087578125,0.156760517578125,3.4901141665774915,4.647810479730212,5.204702240880038,1.446494105935696,-0.1203749533318344,-0.8573754481095515,1.5009356727184209
+3478,0.672369765625,0.156521669921875,0.4937945706450704,4.394521732372278,5.210139408983436,1.2445801540344383,0.3424236576435659,-0.3990929144114929,0.4259908588623169
+3479,0.677299296875,0.120926142578125,0.9601848552849714,5.121284835413791,5.594131132151249,0.4106023151528865,-0.0693363022288156,1.2270568279068224,0.167562555463113
+3480,0.754930546875,0.0953348828125,1.6663705625030518,5.065191839328256,5.213884572836802,0.6958310864588702,0.2894736632044923,-0.3774315440685967,-0.1744410852226825
+3481,0.31079580078125,0.10278392578125,-1.2094346316563145,5.772294071991075,5.273460620972151,1.5155849620796042,0.2688232249387813,-0.2136573630317839,1.118225374717409
+3482,0.674661484375,0.172376328125,1.2809728697076437,4.986265748883878,5.0522030002449085,1.085195148143052,-0.3187338198061678,-0.4093307861313358,1.300839410282412
+3483,0.88113515625,0.08537142578125,-0.0851519535310659,4.566668612479475,5.354524844037737,0.3788595039055843,-0.4695716744022714,1.570938481126731,-0.5085303238240698
+3484,0.685764765625,0.1339201171875,-0.1699778193275456,4.320061616144804,5.18446246938137,-0.0160606277869119,-0.3609912383427942,0.2999659363875971,0.799919400295827
+3485,0.90891265625,0.19801783203125,-0.1924662869195931,4.219434077842144,5.383880379843113,1.151426122068815,4.16078357047519,-0.0644989993378967,-0.2949141430200975
+3486,1.58897453125,0.273056796875,5.25190628729491,1.5954314794444389,5.8036300745026415,1.2657134566898565,-0.9510034668380036,6.244659192033561,2.2868760595333715
+3487,0.93132546875,0.121050966796875,-0.5634519919527715,4.736391241464015,5.503470039709218,0.1754913127024144,0.057128759855457,0.4786282915065519,-0.387219201960175
+3488,1.131573828125,0.14749078125,1.1695844197282304,4.5188568154391895,5.214018536092713,0.8071050608650168,0.6313262364463725,0.6685680796592058,0.5988375233434439
+3489,0.80780953125,0.10120505859375,0.0115902119004777,4.895929333989594,5.35606673177997,0.0834811731949777,-0.2893440366693821,-0.0766373435575537,-0.6748609500286494
+3490,0.693306796875,0.10624169921875,5.7784308874725845,1.162498029929417,4.97133821792329,0.234357431946589,0.2541172538226623,5.771434748127612,1.9071964272468676
+3491,0.89843,0.107998798828125,1.5404640648195242,5.129147575187987,5.613111778101157,0.626516621902945,-0.1985350876345571,0.2633805264023099,-1.5084446971460723
+3492,1.1897490625,0.142007060546875,-0.9552944070833272,4.505227810869456,5.466717675306926,0.4364595938692748,-0.4998388464028123,0.3095698210706893,0.1368611288438859
+3493,0.79335921875,0.159547978515625,0.8193792786036247,4.026678044058597,5.155958084232416,0.4311639179627029,3.8555709696078937,-0.4824859751172278,1.3073184207913862
+3494,1.1809353125,0.331398359375,5.346336016983343,2.049115163647053,5.537927679723451,4.823196859082467,-0.5724847870378829,0.3558383385679675,4.615941955821959
+3495,1.0156134375,0.28147126953125,4.220148130196335,1.106508914341541,5.005898292195793,2.224809718195083,-0.5572152695901319,0.2705437727592983,4.878039138573471
+3496,1.6904665625,0.2019317578125,5.481231014093413,1.8181654179018516,5.642410275343913,1.3118955401910146,-0.939611766153298,6.543190020604237,2.1237294043870487
+3497,0.941886953125,0.129136123046875,1.0295438342947694,4.6776280640135965,5.792107588924109,0.8268246603895282,-0.0692316748409599,-0.0365472316664709,-1.3392348530764595
+3498,0.73940625,0.090684111328125,1.3022405550773086,4.6330575889173256,4.946285254438462,0.3271934612658801,0.3678635071292689,-0.3015018829229213,0.3164988947774879
+3499,0.60082515625,0.13147470703125,5.015894821071376,1.5117675435387798,5.128580929664024,0.2363237711275497,0.3450902377554729,6.325508389211917,-1.564633889644854
+3500,0.782096640625,0.152238759765625,1.2301003854738914,4.867837893903296,5.814709906499776,0.0394205013772502,0.1051605806514175,0.3482160350353607,-0.8255374625656977
+3501,0.789510546875,0.08209607421875,5.040663207889927,0.6028543524349054,5.065944019545891,0.093631359396458,-0.2758840281033365,5.771579652901937,-1.7687115874958166
+3502,0.877361328125,0.125913583984375,0.7101701405101217,7.245053263395211,5.563188605803446,0.6039710454891062,-0.3553146451425751,0.5550553341470265,1.437294685407833
+3503,1.53939734375,0.47569671875,3.077370003016047,-0.4671086217012657,4.604563258980413,5.210577959004386,-0.0088754531513647,0.0343001984312481,3.4156687658524136
+3504,0.75651890625,0.09548970703125,0.7676676242498552,4.234753343670658,5.3159517584702,1.31513669502586,-0.2436230832808499,0.6631113180269181,0.5106099288122399
+3505,0.969839375,0.127328623046875,0.548994114475103,5.244827920246658,5.706669743087459,0.1494424814214177,-0.3448460196141976,0.2284792382561695,-0.5649132718339037
+3506,1.093161875,0.14711451171875,-0.6022007181320068,4.434419071297254,5.536715852220224,1.144694565701035,-0.1365969797170991,0.4000397742582243,0.1075264756431021
+3507,0.937016796875,0.454614921875,3.024003392476623,1.63157464254537,5.057571877550054,5.386729774081432,-0.0156131834820419,-0.2516718230386021,3.904891869862388
+3508,0.714595390625,0.08128474609375,0.1196836280611517,5.217361800007385,5.241078851268956,0.93876244872465,-0.1838749095885561,-0.344435022170321,0.8236614551381922
+3509,0.985019765625,0.18796931640625,-0.3911938015404981,4.135189904406141,5.523401133506695,0.5753239493958168,-0.0045366689924621,0.7257237240233692,-0.0074166712610502
+3510,0.7175715625,0.122745048828125,5.63103519480762,0.2256742353023166,5.5290792064856085,0.7159306986723113,-0.628079652905753,5.31785983915032,2.239701571266633
+3511,0.845442734375,0.122398193359375,-0.8587005492243686,4.02463948936192,5.343385309272909,0.7994553287395536,-0.2091084903479529,0.2676946889520286,-1.108718755327024
+3512,0.81606265625,0.122074130859375,3.6184289234338616,1.1033748566007315,5.08249647339765,0.2603701742894759,-0.3673299156756959,5.991678008953481,1.3265254988594668
+3513,0.9799675,0.10159873046875,-0.5015787713465386,4.690987386871843,5.595737471507824,0.4052190828420375,-0.1660635491474165,0.4191757268910209,-0.8505338207677231
+3514,0.7867759375,0.099560185546875,4.553491899198029,1.343684389557776,4.801735317655441,0.176154288423427,-0.0944951567165615,5.267599056411132,0.6239772875233333
+3515,0.969002421875,0.407062109375,3.576964472934065,1.797275397308662,5.058945391972029,5.203706696946926,0.6250055236826607,1.189822155222101,3.758593288920893
+3516,1.00902390625,0.13068498046875,0.9235419519303342,4.1802876166836125,5.355029839815356,1.0769582568331817,-0.3359792832077062,-0.0651748863670555,0.3649481842849518
+3517,0.956284765625,0.1391541796875,-0.4989192567895186,4.535458549680013,5.272173994548597,0.1037732572552457,-0.5630785467317703,0.0226543842251655,-0.3933651953937397
+3518,0.72904578125,0.17134595703125,1.810293996820893,4.5535433143704935,5.53461080738883,0.6499921787590194,1.6132833822675725,-0.0723224197688408,0.3931109076686028
+3519,0.820756015625,0.141777822265625,1.001155059691211,4.798928003281839,5.7706069953733845,0.6337334931207301,-0.0843382244366725,-0.1835813245625251,-0.0788875790987496
+3520,1.2579328125,0.112097470703125,0.5187856020241413,5.073148431230431,3.8326096200317528,0.4750435493638371,-0.1407653547872623,-0.3438959712780349,-0.0516265868066562
+3521,0.951996796875,0.112843994140625,4.338355678117352,0.4108094222800734,4.908681150255033,0.3292477345435175,0.5355816448141867,5.290343137495143,1.6956396234757851
+3522,1.460950625,0.3530987109375,3.9501619513554416,1.744702563323904,5.3524880564113255,4.6332724859564935,0.1891040798247931,0.7778884569749392,4.762591426755392
+3523,0.714723515625,0.14699869140625,5.5418743891007125,-1.7287903091423886,5.102676971285853,0.1513931108385861,0.5819545559950307,5.206576093017604,2.201374568151321
+3524,1.02873734375,0.10060556640625,1.309788626318943,5.45458702791854,5.217393395822029,0.3498719397722579,0.2907405099604595,-0.0833163349536372,0.2082889669468576
+3525,0.752433046875,0.09550111328125,5.991447650507752,2.048389250036046,4.585007459588296,0.4001031902267771,0.1507667972790805,4.927298179753143,1.768036355278943
+3526,0.6239103515625,0.5756125,3.59228115569032,1.6672638579005796,4.835713448624372,5.4478985848880574,-0.2196832537935831,0.2542948372560508,3.2128890859197345
+3527,1.66610265625,0.3952914453125,3.6974399048770894,1.976045896398744,4.686727008088695,5.455473433926206,0.5759605773430202,0.5818596082838532,3.255816966670921
+3528,0.70401796875,0.16983728515625,5.073759161987563,-0.4202603295344086,5.429280159870223,1.0352256528113486,0.3510291276868594,5.529249191806453,2.257703899914381
+3529,1.025326328125,0.0421672265625,0.8040654828796651,4.614644202833848,4.715023315037692,0.6104111491722812,0.2624279911401814,0.3132672182264775,-0.7508495686176768
+3530,1.143148828125,0.127506845703125,1.2895192544039773,4.1370652748252,5.214602466324767,0.3444254541374379,0.1842609348465972,0.0377791081238815,-0.4239112960305961
+3531,0.863356875,0.101664140625,0.3190162908800505,4.670981597029759,5.461317936782267,0.4299842801302144,-0.2068325748447131,-0.3362475778683841,-0.3833526240246048
+3532,0.747131171875,0.0919833203125,5.2476807270767365,-0.7448896429602443,5.042922499428059,0.8222609163879766,-0.884682870388672,5.755208499351985,0.8785202356020294
+3533,1.302858671875,0.152557421875,0.4181355663807153,4.707945959811049,5.69339706372003,0.377056487427747,0.1711811953271086,-0.1368003392234767,0.4014424057223918
+3534,0.689874453125,0.094462939453125,0.9269045457719368,5.3018088623638,5.378516217910399,0.406561250932593,0.3131364975787346,-0.3849794865307288,-0.7414960773818637
+3535,0.9091896875,0.0615318505859375,0.6040059886668186,5.114340768675569,5.002477501910826,0.7469675538363117,0.4638279480685187,0.2211841929330636,-1.2075258660208543
+3536,0.81537875,0.11940849609375,-0.394648721965741,4.739577723235046,5.444951990946636,0.723292685354269,-0.2201033622121347,-0.4816860033145466,0.1244111017711669
+3537,1.293199765625,0.4160204296875,2.9659606687053426,0.9500015088552134,4.6300833246268684,5.103891238118141,0.3910576148737038,0.1954715420032421,3.074621104915693
+3538,1.38170765625,0.21429736328125,5.354873913734162,1.7217961779629438,4.989173625032912,2.0928751793880287,0.7740992537300224,5.2949074765065385,1.7437528075284157
+3539,0.834682265625,0.08678345703125,0.4331622755050754,4.702458900296169,5.200735598931309,1.2101815008234895,0.4406655767606131,-0.6608047389686657,0.4849255850149694
+3540,1.019795703125,0.08094208984375,0.9476598445932484,3.82549272248581,5.127041674302985,0.4378562318737156,-0.0287188397006576,0.1107202038544299,0.8922396844685816
+3541,0.773912109375,0.095921787109375,5.057462398791643,-1.282904397680532,4.702405886531842,0.0885932549292087,-0.0592703255532723,6.30633925460736,2.284876554787977
+3542,0.815039765625,0.129342548828125,0.3007297532412377,4.828344713814077,5.51698939205057,1.468425781808524,0.5302522379514518,0.4218027106045703,-0.6093288810476755
+3543,1.13442640625,0.15065029296875,0.996634064115396,5.143874964218339,5.42088739752496,0.5910273769236506,-0.1299327576053425,0.2265327342939871,-0.8034504545479828
+3544,0.84573078125,0.065752353515625,0.2702307985262927,4.79705199629327,4.755789297180683,0.3385732896762161,-0.3488274995402664,0.1891216851479771,-0.6743917686260131
+3545,0.81839765625,0.138881142578125,0.0933663159779601,4.372355378524384,5.439235968768403,1.0953582151257275,-0.1535007459441256,0.1132071638870528,0.2788152100172086
+3546,1.020495625,0.140698837890625,1.36756745926566,3.773079947102631,5.524652764234181,0.0487181099787652,-0.2304456721934245,-0.097950889212052,-0.5663772455425835
+3547,0.944891953125,0.101215263671875,1.5091605473036689,5.012911480336852,5.616008765636788,0.569698504419516,0.0861666102857939,-0.2880277641982648,-0.4742835055855523
+3548,0.5907278125,0.16158171875,3.971136980287149,-1.3990136223267453,4.881096213168778,1.655686680402761,0.6026483602593586,5.579601533308632,1.7374845449836038
+3549,0.707563203125,0.142809990234375,-0.3131456042580963,4.926133777060123,5.253845991646154,0.6741525903491337,-0.130431774548104,0.3581503514136001,0.6658870480663398
+3550,0.919790390625,0.12463416015625,6.466232846211457,1.9236835912087809,5.126388204080022,0.5533843654374866,-0.1006331149948766,6.324789277731435,2.4626213909550136
+3551,1.246873359375,0.3033930859375,2.732734647071696,1.014661308840345,4.133163938691386,2.6690671417030547,0.1373281519463908,4.302835475858925,1.0793307342591874
+3552,0.83995875,0.1201130078125,5.011874577747019,0.403481453911701,4.780524708764995,-0.2009693956522993,-0.795904474855219,5.302283013637419,1.6555184582509554
+3553,0.7861671875,0.106583759765625,-0.5732656824928754,5.576478448571334,5.334043640148066,0.2085865504493317,0.0932704059753825,0.3856042018918175,-1.1100260943430331
+3554,0.8138834375,0.106043671875,4.956737815156126,0.978037940194156,4.465171168780056,0.4462632680385723,-0.7014441883158963,5.425741153532957,1.4725013414312145
+3555,1.7767575,0.246975703125,4.355137491087155,0.4060265532337508,4.788944277809051,1.9142281769193656,0.2212406675782014,6.008815492120057,0.2379712583059191
+3556,1.035277421875,0.11610375,1.1712437796141624,4.40266115084743,5.425231664430327,0.9493323941977692,0.339461718301188,0.0612446890780577,-1.3102459074651287
+3557,1.1705928125,0.52183234375,5.274435044518017,2.4381602122512644,4.949386284383157,5.480641063495213,0.0218122889484942,0.1015308065509556,4.548788682706699
+3558,0.5851384375,0.151114169921875,4.501595225031824,1.4005726736624056,4.663791014046081,0.8140266911228269,0.6569336563169029,5.574158770011383,1.0693278169872955
+3559,0.93325328125,0.111978056640625,4.39168391666022,0.5702547685789203,5.188145947449798,0.4113168922924944,-0.1295075304708064,5.476429579535413,-0.1103231103162078
+3560,1.196563984375,0.29189478515625,4.529478158679278,0.984327907255061,5.383701214613298,4.079142780079815,0.3283844327808785,0.4207175000010084,5.11370401607837
+3561,0.794134609375,0.119232060546875,0.0907823149512715,4.14850281961557,5.095615558928143,0.3252732481482142,-0.0951662227920389,-0.0457578775917053,-0.1912272543367464
+3562,1.170992265625,0.123987255859375,0.6084877241066402,4.61952865150838,5.40952562311096,1.7161767789070723,0.3581242322887749,-0.4198662425409861,-0.2475404595204077
+3563,0.7768078125,0.131416494140625,4.442723456870447,-0.3044765011786636,4.734085809449257,0.3897687033534151,0.1520729433096249,5.862006885180149,6.840864210134294
+3564,0.773794921875,0.195788671875,-0.4374070703856212,4.041215328524362,5.308299356313744,1.0510753836268596,-0.2010989224775519,0.2309851769692953,1.3281273428068758
+3565,0.8336146875,0.172571953125,0.2054107460977394,4.45007850170795,5.362171041161098,0.8546989493608971,-0.3358664440418603,0.1160571896038868,-0.706724318876996
+3566,2.34064484375,0.4322660546875,4.142517462293975,-1.8373342449543189,5.768996917747208,4.295116440280193,-0.4975144300698085,1.384086402440408,5.173601759419515
+3567,1.072295390625,0.148804990234375,0.4036047052669438,4.899613054662237,5.6136748282739495,0.8676170444823788,-0.0581507619989063,-0.1077085489798278,-0.7063249092510524
+3568,0.802267578125,0.1444884765625,5.576819910375244,-0.3981871661224274,5.048434769444427,0.7021887421269741,-0.0661215829744936,5.705004521360759,-1.0181007828570423
+3569,0.92281640625,0.1095014453125,4.531461253865071,0.5885780618646587,4.820461407774965,0.794894638368669,-0.0070237896616367,5.5236650959712295,-0.9050142989270078
+3570,1.073195,0.419300078125,3.419584894884653,-0.2899177056907933,4.4438653950226366,5.143207772581082,3.5009006931731887,-0.2220989010574092,2.949579519305109
+3571,1.35777609375,0.12981302734375,1.4652544592826156,4.19887928346583,5.10438795915179,0.8972846076820775,-0.363340411491943,0.1640588213439622,-0.8268855902765329
+3572,1.2640671875,0.10091041015625,0.9350906682284696,4.2263101583118825,5.171112891270199,1.9957104623639192,-0.1744536770937594,0.4599696966863688,-1.089525447488766
+3573,1.098103359375,0.47684375,2.8342740992239603,0.5983728257333808,4.431571478421425,4.877052421379436,-0.6423062690862135,1.034445183010242,3.0214304388911715
+3574,0.987854609375,0.30509212890625,3.1746153528224546,0.2097776250464711,4.199614922878623,4.703255015899615,3.8490537792661472,-0.4836059852395334,2.484212830211596
+3575,0.985809765625,0.132412060546875,-0.1732597777630885,4.860098791484669,5.161132606408429,0.2885528463283858,-0.4925037009545949,0.2352648790435628,-0.32096729206811
+3576,1.2088865625,0.4562490234375,3.5531258691587104,1.074570895445594,4.953911520253759,5.226556248416038,-0.1816367271498382,1.185239713676174,3.848938902744976
+3577,0.9783546875,0.11326287109375,-0.1534393009171492,4.700348686053082,5.1973351080377554,0.8210050095160929,-0.3447955116048388,1.1867355380185003,-1.3067255470222396
+3578,0.8064790625,0.14066583984375,1.8510207166861563,4.550414685815224,5.711306713892203,0.5275564433666055,-0.1116730474123033,-0.2528319646974148,0.260652747278283
+3579,0.72588234375,0.163604052734375,0.9292684403244884,4.931871689155395,5.305591383182815,0.8297120570136566,-0.4741768540009697,0.4128758287179547,1.6027008443453414
+3580,0.815111171875,0.10305396484375,5.61798580014965,-0.9218939279401396,4.61621926571652,0.2446873495895657,-0.628816168441403,5.135489942023103,0.1394687337093803
+3581,1.615880625,0.371295078125,4.377895490992439,0.6137347055521221,4.823551105791272,5.2380632972966925,0.0197411654545805,-0.2338131107218531,4.023383702301462
+3582,0.6932546875,0.1207929296875,4.434405989009969,0.6274590996654734,5.091911700532169,0.2022496259747692,-0.1178554144146862,5.891888442871857,-1.6086113403662596
+3583,0.793964921875,0.18902068359375,1.0887154073935976,4.957206421758821,5.146136654595145,0.9143856272523304,0.0292717641730277,0.2735464317978942,0.1106010696749814
+3584,1.74117203125,0.2120706640625,4.7117970825586,1.1551424868271507,5.423913017529488,1.3284099063080346,0.3329581262590813,6.615279073911198,1.4468579778034516
+3585,1.67472140625,0.6020848046875,3.9538818392003336,0.7987902082365473,4.753860401353201,5.376151378216924,0.8456129920766149,0.4661081419603178,2.9000249435149588
+3586,1.0260653125,0.131010830078125,0.6542605280988177,4.222846610786822,5.2542563952568,0.6818613466756175,0.2999154272673383,-0.0742938096036572,0.6069729114932719
+3587,1.215890390625,0.106698974609375,4.076731275655767,4.461353194655554,4.821110772956227,1.658753354790411,0.1626932668525167,-0.1448130599461621,1.3780942841395791
+3588,0.7180065625,0.120649501953125,1.056244562274634,5.230067347907159,5.447921874222655,0.6882623195572818,-0.082236524031657,-0.0974219468261721,1.0224895738458235
+3589,0.873836484375,0.104059140625,5.2303022117813045,-0.4472029187533006,5.0468549901624575,0.6208991323067904,-0.3267453154615617,5.7675138730021045,2.120004988511287
+3590,0.94142796875,0.136664365234375,2.918398363034572,4.256766105644593,5.562507679013746,0.9308401224737805,-0.0028365331965415,0.2581881642453222,1.1693154060122977
+3591,1.027280078125,0.088847802734375,0.3510887370355571,4.943693261071281,4.971240281330446,0.6932103003854999,-0.0387323680370576,0.5990152377830473,1.2526301908658115
+3592,0.89462578125,0.11409701171875,0.9221419286425117,5.383050712267743,5.570181697737797,0.6282265331705561,-0.3011553665529913,0.3017414030826738,-1.0078222845265028
+3593,0.912623828125,0.12035125,-0.8564995361388749,4.4520828559844094,5.53298005479488,0.0898519095376504,-0.260995715570427,1.378008486085263,-1.2176734592859093
+3594,0.991874296875,0.126657109375,-0.1969707090153619,3.597334145552754,5.210407373150893,0.5986806649279213,-0.5087728462277037,0.5548205422756851,-1.0633628156150632
+3595,0.665232109375,0.15927373046875,-0.038800226770835,5.186453988106733,5.472955577533465,1.0779794518340349,0.1041943720635909,0.3945493611576183,1.3134305780525717
+3596,0.90181078125,0.1251778515625,4.108456747756822,4.189386374721513,5.310210423234442,1.186477650890558,0.1224570906213216,-0.5500825049616519,0.9197134241908558
+3597,1.12380828125,0.112553544921875,1.5607737479178845,4.487655300295467,5.367091791804266,0.5109787848304925,0.2338546394160809,0.3884584944246643,1.1301408392646224
+3598,1.51448421875,0.414267734375,3.6968207213930393,0.876755990132364,5.022130258871468,5.19356061525872,-0.4397857887795847,0.3470811180796362,4.100206901374272
+3599,0.642444765625,0.13716484375,1.6689703468539896,4.215971199187343,5.035353401860776,0.1498302431708559,3.901563212057683,-0.219906253949874,0.2539534614379581
+3600,0.96768109375,0.1228242578125,3.538584889616908,4.096287068352398,5.514172985511814,-0.0608184306259875,0.052504623788662,0.283428761077207,0.65588808882713
+3601,0.830103671875,0.16451201171875,0.6719265786286256,4.721625316963203,5.477440102041525,0.7806036490505308,-0.0822403714937714,0.2837962599937052,-0.6106982386583494
+3602,0.6366618359375,0.096235634765625,1.5281884635000318,5.188351571813275,5.378859806725627,0.4075837818408363,-0.5825576419637202,0.6280625602607699,0.0226684561061829
+3603,0.835131640625,0.079231201171875,5.627316097478948,-0.5543624737963216,4.994404528336901,0.0880261515964311,-1.105136115782267,5.489583756965692,0.2082432269224606
+3604,0.879926484375,0.13223623046875,-0.4041834442731853,-0.2574289648291882,4.9603574502326335,0.5355600027862981,3.273303804371853,-0.5349268147602131,0.0650315025396619
+3605,0.97024453125,0.17234091796875,0.9795675325733936,4.633724481283156,5.561007700144788,0.674596896566901,1.4632934057076497,-0.5380025327781668,0.563463303593819
+3606,1.188463359375,0.11780203125,1.4694995809739302,5.072334558819535,5.70759631462392,0.2563767300415736,-0.3779962194426015,-0.6111778813969464,-0.4941798627500949
+3607,0.975743671875,0.148525947265625,-0.3626190739503481,5.165558341937114,5.816347149972467,1.105345308237791,0.0092044734417155,0.0203433761384248,-1.744705880868159
+3608,1.005572109375,0.140378388671875,-0.1113879930971569,4.510073270068999,5.438968102263394,0.9416869520222878,-0.1779690693218548,-0.0364366193081133,0.4088741043805749
+3609,0.865594921875,0.1033294140625,1.3231141821472168,5.178218030676985,5.655266109654513,0.7348555882260529,-0.0998772697662278,0.7945530669255457,-0.9190398551293334
+3610,0.84667234375,0.098787861328125,5.011526030038968,-1.8880436094187716,4.845479836393573,-0.2696032169093291,-0.192134932395156,5.633241450122985,0.7389246557835938
+3611,0.95276796875,0.078245234375,4.92944019459576,-0.0940051366231886,4.692402236912335,-0.0032867100317228,0.1193077249308135,5.802173970453104,0.7794317506997746
+3612,0.7711071875,0.13713724609375,0.0172338529471169,5.026551057426065,5.491625049419571,1.1375112642579095,-0.1699898494378991,-0.2131357283458559,0.7778904600412748
+3613,1.013571484375,0.159934443359375,-0.4552930449249458,4.441026583932744,5.417210194956544,0.6891216020118122,3.817765532048002,-0.3794827814662863,-0.7811037582408715
+3614,0.78848328125,0.162004794921875,0.8907104132809007,4.482538268690379,5.609646503387538,0.2795634344727499,-0.4231420233159366,0.982366106452202,-1.2768325606603907
+3615,0.6807396875,0.121906708984375,1.0554114095416796,4.248461205507786,5.751222378244639,-0.0166809630722888,-0.0436763143582494,-0.080723158054005,-0.849931559088722
+3616,0.876518984375,0.16023869140625,-0.5267093789813088,4.667525525801548,5.554331359534357,0.3373305935359103,-0.481320189329428,0.6417411121957934,-0.4744199193797747
+3617,0.982356484375,0.0940320703125,3.8333455589327454,1.2827273388370932,4.901490471058458,0.6892231715043827,0.3227386087561522,5.891278113517577,-1.0322562320427968
+3618,0.713615,0.0927496484375,1.649617826864837,5.089919454253415,5.452021280140568,0.6866752342026938,-0.0268606935559575,0.025291808612274,-0.2370616482541924
+3619,0.698440078125,0.16488767578125,0.2610993275390299,4.651808269478506,5.842588887367908,1.4671514530310463,0.1666378275321834,0.2814314288715077,0.3769705221674931
+3620,0.76305046875,0.152994892578125,1.4202814333326257,4.642390202698385,5.0107268623179655,0.8878259048388126,1.747373985143297,-0.3217392358083318,0.8067314827543118
+3621,0.854290390625,0.10443359375,4.151078616055092,0.1564944591813074,4.700472318704312,0.0324258175334686,-0.3277060824931579,5.617376505148924,-0.223466830038286
+3622,0.9425159375,0.096195419921875,0.7063854397837701,5.0283393609294444,5.45737769617733,0.5360980888300809,0.1190598603763394,0.653930724379064,-0.5072503771170409
+3623,1.13768,0.141498173828125,-0.7917503295161918,4.032687050079267,5.126999096784777,0.6582889265880023,3.110340161152666,-0.2426090396142915,-0.9350014085304684
+3624,1.159851015625,0.14452927734375,0.319259862341579,4.893045497771353,5.225938531080266,0.7713317892623204,-0.1669664325911746,0.4133359027641088,0.8945302875543745
+3625,1.232511796875,0.1122523046875,-0.5530347643976471,4.927476316349138,5.46848252385926,1.2095487125380129,-0.0320752201858618,-0.5032591510092226,0.9064875366038012
+3626,1.36794265625,0.120951943359375,0.1430974012557932,4.397910483429507,5.275758013180051,0.4486356943811622,2.803899069355912,0.2888733275659877,0.0441817743917485
+3627,0.670443984375,0.091189990234375,0.9129201370857384,4.620886613042935,5.18310591374658,0.4972125166892079,-0.1687009408800946,-0.6641019404127935,-0.1729848737090108
+3628,0.728194140625,0.109601064453125,1.277402693431284,4.946138578125087,5.419461832996168,0.1226243144105646,0.170435576175967,0.3540782224170499,-0.2020838766636137
+3629,1.31401109375,0.5298697265625,4.590661962050052,-0.1350333235495418,5.136823744431024,5.46242449995062,0.2506862212297756,-1.0332854760561991,3.3719117033764308
+3630,0.884691640625,0.136084072265625,2.426222435320267,4.582199486346163,5.7181063787648245,0.8918816369355378,0.3450080424729379,0.5282843972913647,0.6959499864844578
+3631,1.4984190625,0.31773771484375,5.455157426834307,-1.4864888204873137,5.561890277012058,4.433067781972272,0.4144127586760898,1.4406318474862825,4.927430988764385
+3632,1.006147109375,0.19650021484375,-1.1661222489933545,4.544121048303274,5.245154388147924,0.993535138792612,1.999716668835961,0.4579341098909187,1.5430928344476618
+3633,0.84695390625,0.110067939453125,4.960869571927991,1.932100232297096,5.015859759489772,0.1890033246245145,0.1217821818150718,5.767512176550902,2.1113264413396178
+3634,0.5613983984375,0.116718837890625,-0.0856782944468776,4.590580520622316,5.382065882778119,1.3324283548721885,-0.2577749478587101,0.0987983359611677,-0.6134981519763824
+3635,0.694130625,0.139811298828125,1.8011874411867292,5.049954742542658,5.968552379807177,1.090638377477704,-0.0482695320254083,0.3119743650696892,-0.0108912087199304
+3636,1.02180015625,0.10250427734375,0.6330919659826952,4.738569435987713,5.439748527303832,0.8650410197636003,0.2663254154868886,-0.5132167966540307,0.1793689428971266
+3637,1.0732190625,0.16952044921875,1.3252217060067015,4.781756793397187,5.603609356563699,1.103866057218785,0.306392092986632,0.1454874169233491,0.8139164287027113
+3638,0.79472078125,0.16715484375,0.7739212307950574,-0.1933410292308023,4.919221619185623,0.8439978295070154,3.847405208466658,-0.9609223729772436,-0.0059320307371365
+3639,0.7264328125,0.1524698046875,2.025751806303696,4.419526737803303,5.494025990033739,0.5697066545526539,-0.184822463843119,0.390502827320332,-0.2456232024840502
+3640,0.9227240625,0.11810328125,3.9124865636850834,1.209800429599616,5.234866678377646,-0.1839122550488127,0.500925111020076,6.1794751799584855,1.027931612380196
+3641,1.11007625,0.1504306640625,1.0369597634977568,4.776642055783689,5.626580456407733,0.6834588102119978,0.0811813763777559,0.1201636764867439,-0.5641850622363049
+3642,0.97056421875,0.13110865234375,1.0684281692329085,1.393571922012146,4.500075143744508,1.4680046560729445,0.1742990066344863,4.202520357904534,-0.2575501369528126
+3643,1.011807265625,0.459854375,4.441081752547401,-0.949435602686322,4.940821041666087,5.131906680649578,0.4761322849755013,0.3703777193622118,3.5068303927520232
+3644,0.92229890625,0.149343291015625,1.5709400742713109,4.979148012215445,5.1333863610084975,0.6495844912795148,2.533404293785678,-0.4847541401596922,0.3417534817613991
+3645,0.992831640625,0.125114248046875,1.4873225655858435,5.063636216258633,5.866691699491416,0.4424468566413471,-0.221707400795286,0.2636175442143081,0.4340347685194061
+3646,0.75765390625,0.13276671875,5.435719366568504,-1.917386749631732,4.852042591198479,-0.4201263495965705,-0.488129246080193,6.066498039644518,2.0054728066880347
+3647,0.70990296875,0.17661421875,0.8830628554033266,4.948115833991615,5.578517067006752,1.510266770136221,0.088007990645142,-0.4800156494385912,1.164997619844891
+3648,0.7417075,0.091563251953125,4.574688052625398,-0.3359418554613935,4.613371777298805,0.5876348225871704,-0.3797603697914951,5.441036362259262,1.520076678777733
+3649,0.835486796875,0.086284775390625,5.400867079375484,-0.3499455045751795,4.83022720065798,0.2926808677090701,0.2239093255138031,5.21130532943582,1.4112423541114338
+3650,0.958883984375,0.1545239453125,-0.284345329865403,4.943942036910993,5.475439894390042,0.6666685026617599,-0.0612919921640043,0.1611029862356042,1.004720301086334
+3651,0.6493948828125,0.1007819921875,5.374951425201491,0.9690772494118434,4.991528144640076,0.7836262112844168,0.4950675549348252,6.15328229572626,1.9276891029660488
+3652,1.8776775,0.2853228515625,1.9480760008452032,5.171981073683541,6.151752740134314,1.1605203631698218,0.2222351763735737,0.6594512920001802,0.5713477036477628
+3653,0.90591671875,0.123612197265625,0.1197735608783203,4.897011670887446,5.374706569920906,1.518879060845887,0.5061525902509305,-0.0211868183704227,-0.4545456238525303
+3654,0.60629421875,0.146033134765625,0.5490867865240077,0.3187351834456307,4.560094333357492,0.7725161064642038,2.844779712745269,1.004691005999474,-0.1154951084845801
+3655,0.8554159375,0.123617001953125,1.0440856689830775,4.5688107842894645,5.547769677941684,0.4736824945359481,-0.0723385275674591,0.3188958682574933,-1.1524618387653565
+3656,0.9094215625,0.122738447265625,0.1313898713666629,5.052406347497969,5.122765241701832,0.8220057288311358,-0.5544068852966247,0.7553205294585194,-1.0653326786214743
+3657,1.109265703125,0.15055068359375,3.688855182541965,1.1379532386609248,5.014320008991906,0.8961234359973554,-0.1041752753089238,2.96670779067606,-0.9260413416967216
+3658,0.769743984375,0.137025634765625,1.8914359438285195,4.290258777827455,5.421649729479144,0.908148099001318,0.1473405171057505,-0.558245616199179,0.8542250957885279
+3659,0.791345546875,0.142637158203125,0.6338343773800683,5.092962913792923,5.831534316157423,0.8098414579051035,-0.6059672831574944,-0.111687328663306,1.0452747823374815
+3660,0.84433875,0.17195984375,-0.6210461852986705,4.5675614762925765,5.310872207677026,0.9447567049230738,3.1256246844235736,-0.2845293742143939,-0.7993765109032854
+3661,0.97327046875,0.71072234375,3.069814174515436,2.111628347877588,4.663933724237359,4.7674167319598775,0.0290061174161206,1.0066581182071204,3.320631982656336
+3662,1.022374375,0.122536806640625,1.0073796638812618,4.505822050052935,5.679482897627531,0.7253798840943465,-0.1522857074218289,0.1558325103961395,0.2633963018285212
+3663,1.0762,0.1346384375,-0.0619068491715234,5.422836599783564,5.251681368563978,0.8024275071845931,0.2392031858742763,-0.2931254295970577,-0.4093939106589044
+3664,0.91601640625,0.0938172265625,2.8798625743490347,4.8333961980825695,5.154300298731037,0.8490888270098232,0.1324252429064587,0.0240804622183345,-0.2526456145245147
+3665,0.9974028125,0.1297344140625,1.5759266298261008,5.167118690476578,5.586299050801945,0.3371462177602832,-0.20218026507905,0.4410298782731701,1.1122544437870767
+3666,0.5205889453125,0.0644945458984375,-0.0401799141033067,4.731404768401034,5.117707482307417,1.220155952580472,0.0553189571251585,0.306754677923934,0.2799650717379436
+3667,2.16271765625,0.304256171875,5.734915349803585,2.3701506122352685,6.2615441679746695,1.6843742031907427,0.2877554586616557,6.663616747816058,2.745101965607024
+3668,0.8535234375,0.12834158203125,1.1514989191561753,4.1907878973207255,5.252095388987349,0.6792349855248445,0.415782119537913,-0.2072264433659918,1.1389330952717642
+3669,0.97955625,0.134432001953125,5.463705354613767,0.2379951148357481,4.975290895100367,0.242126693545762,-0.2655092958408498,5.52331074641586,0.0904136125527772
+3670,1.060771953125,0.10866130859375,1.2934118140509352,3.846314205023123,5.600006772301184,1.2375918963427563,-0.3670875920380171,0.0390449137240342,1.2568626956063482
+3671,1.115334765625,0.3540490234375,4.596034853531744,1.4879716475680669,4.732497382213497,5.13112246461672,-0.1368232553974608,1.7551353177919449,3.311546471166757
+3672,1.3229421875,0.4956267578125,2.700728793474924,1.3486824050290476,4.849969194287229,5.033497451250292,1.060239009989188,-0.24644328057019,2.9743558363264104
+3673,0.68429359375,0.087776025390625,0.1448483238476482,4.953525178910301,5.50464851145934,1.301824663632964,-0.3037583834448098,-0.5067109737080233,-0.6211455641302098
+3674,0.8666996875,0.14436365234375,-0.6733255943128774,4.4616340944345945,5.426588296823319,0.6031637547761542,0.3250797243736648,-0.1349638729510426,-1.199221439061135
+3675,1.126466171875,0.134561015625,1.0186026456104065,4.055792673888663,5.392787601044176,1.0892207529058886,0.2923692594149418,0.5508301943417333,0.0573998785975647
+3676,1.1588603125,0.6014984765625,2.4237899084376955,1.5559974880374867,4.683954781273189,5.539923082128585,0.3413314644009556,0.5082380784439842,4.221527766508671
+3677,1.08415265625,0.127234404296875,0.5089075062569723,4.732457746871619,5.527414132918173,0.3731021628610976,0.6404413131449319,-0.5416492942210434,-0.4996749602330607
+3678,0.925252890625,0.0885915625,0.4953812533449115,5.198255705602607,5.362642727413658,0.1212476180276554,-0.3629427797877687,0.2026613765383931,1.0893106745210992
+3679,0.90236734375,0.089214462890625,1.9391998169019389,5.570204384682604,5.298561366370447,-0.2255436346722084,0.1357277122858934,-0.3672411206964334,-1.1110870095052294
+3680,0.837238828125,0.120932744140625,0.5604901822987455,4.191615611869124,5.250285227769706,0.6920263838516028,-0.2503353650990192,-0.1179283884723087,-1.204981750292354
+3681,1.0423046875,0.082955419921875,4.073171674913239,0.2256918928722065,5.242703533520153,0.4881822218895123,3.251181966993898,5.053056587284626,2.183123689526339
+3682,0.8200815625,0.139854501953125,0.6183760770870798,0.0106042490504184,4.933532915059402,0.909299333522243,3.198133933229524,-0.7003910204083583,0.3609747769687709
+3683,1.008290234375,0.093611396484375,0.2100910358981609,4.887263403558693,5.040500852933039,0.4871468204257519,0.2767474433426125,0.1275641959946019,0.4781946239617273
+3684,1.42320203125,0.145650859375,1.1707514831975847,4.598899888510395,5.647702782963588,0.3601605541317126,-0.0855722071413577,0.2750902416899583,0.0320082313058041
+3685,1.25305265625,0.20482671875,5.082270649757247,-0.4536486870468946,4.741152157531216,1.1840910989493365,-0.4868663498451308,-0.7811347967078388,4.832262410295609
+3686,0.95054921875,0.104529013671875,4.98886156943985,1.443793186889932,5.175957498504218,0.4313062345921933,-0.2069754865575447,5.5905746702795485,-2.098275674050076
+3687,0.810750390625,0.10703802734375,1.4066062730596858,5.1469931412678855,5.033227970638055,1.5779737974104908,-0.16703122102418,0.3375960087135246,-0.350412677529833
+3688,0.72568984375,0.136378720703125,0.0217041799105558,4.906179358812456,5.825947698268534,1.188527119622392,-0.4125779664837352,0.0309852232094976,-0.9217688129679936
+3689,0.9610528125,0.11785603515625,0.216770963203344,4.951484540420369,5.303194787258113,0.0186822524753866,0.2338699854149603,1.1629615208776984,-1.0583805769383263
+3690,1.009321015625,0.146679443359375,0.2861448740410826,4.839843795223082,5.345839104829212,0.5176198300515902,3.797792155706592,-0.8140845126351315,1.4329651870019395
+3691,0.66959828125,0.162951748046875,-0.7109735228986928,4.9631576898446665,5.547069901677355,0.9325650929960024,3.4452551380836303,1.2188095764675662,-0.4874911612482701
+3692,0.8433565625,0.149233466796875,1.5507390356653945,5.383120722804517,5.82756538278749,0.4959563850170413,-0.415490421006211,-0.0217083496668259,-1.0805624199463078
+3693,1.09473828125,0.41948859375,3.4743431953282937,1.6061537927757708,4.666329415768811,5.0165737798281045,2.1055255739833507,0.6272210144382204,2.542588197761143
+3694,0.80218359375,0.199523515625,1.256524752331711,4.247627519579145,5.814053367965051,0.8664502115656166,0.1074302713319396,-0.1352866443637964,0.3019459642433996
+3695,1.097370078125,0.103816103515625,-1.3427963072094131,4.803488876100048,5.481352747105874,0.4341581758383583,0.1088091064686699,0.2033198077833301,0.2844683934937635
+3696,0.847289140625,0.06596298828125,4.305661184874853,1.5209534655406864,4.894363013743601,0.1540411260455917,-0.0431223159762843,5.644567720114834,3.523093215889331
+3697,0.973472578125,0.128234755859375,-0.6428624222759648,4.925761394166627,5.410276328320121,0.4516825596558348,0.2665324734892859,-0.444850657591835,0.0095170254503624
+3698,0.724302578125,0.106092880859375,4.165995096788836,-0.1894804870928353,4.899615770864117,-0.2501979768351312,0.1811373085809541,5.787920118787354,2.0787634632548024
+3699,1.190831796875,0.1399337109375,0.2180950556815671,4.361934089582229,5.081968199611778,0.5815663734570167,4.909172071682723,-1.40384022700582,0.4671358776201677
+3700,0.968225,0.13669017578125,0.4759767990576101,4.242381855431259,5.271211729846541,0.377297620514927,0.2768342442215415,-0.2439490584639111,0.0237513500248234
+3701,2.141848125,0.17408419921875,5.297763210420344,4.560386162421667,6.114765056004404,1.1620497708141404,0.0677131279111254,5.825272544517316,2.211039653330056
+3702,0.806551953125,0.172191484375,-0.9850718858946604,4.432214013698837,5.327890050972617,0.888180352546803,4.425268061265379,-1.0885594668781715,-0.1705553734277814
+3703,1.06811421875,0.070823798828125,-1.4183584864791718,4.679876244761574,4.856130535506432,0.5532681657856868,-0.4623881761391432,0.6677741693286542,-0.0827248937202881
+3704,1.135713046875,0.1594099609375,4.514340177456262,1.0871655850949749,4.994485423248959,1.4713328986051164,0.1771758240847258,5.071313801514831,1.2904134053973706
+3705,0.667878984375,0.107561318359375,4.569001017005429,1.8950083246942973,5.052966749937207,0.617551318082397,-0.0131242349161259,5.634844389352218,-0.5741305230848839
+3706,0.837281796875,0.699417265625,1.6851398922298415,-1.4694589957940107,4.024720249591867,5.136247912097078,1.1091830930774758,0.2690519035292176,3.687396092774869
+3707,1.262658125,0.154039658203125,1.97168682166292,4.613523402910669,5.3109788679100856,0.7148161347846286,-0.2091953750860727,0.229699724131708,0.399991134801212
+3708,0.9534859375,0.0494254345703125,0.7154272128598614,4.455212630951122,5.456533277964765,2.010159638956808,0.2483310178646972,0.0184823640768254,0.0979176826078626
+3709,1.04685375,0.13666376953125,0.8182939301103055,3.821735385422667,5.583285223299246,1.999273674719656,-0.0093855498607479,0.3990816471604236,0.8159374475778224
+3710,0.7949734375,0.0997522265625,4.623819052108676,1.781469915875142,5.191337561626747,0.6300337412284269,0.165340621767934,5.771972942175447,-0.2365302930166024
+3711,1.212726328125,0.3733172265625,3.577601816323989,1.4994884291106887,4.542924847452777,4.448407233397946,-0.0673189264334242,0.8226859747150371,3.5698075239886937
+3712,0.78905296875,0.112020068359375,1.0245822572561971,5.0896358206169,5.258310715958069,0.5431937925818064,-0.0072585118517971,0.5204742537358731,-1.1331175649533265
+3713,0.75279984375,0.16943462890625,0.8318505909091745,4.351102495626564,4.916169173399273,0.7721590170731737,0.1952198710284448,-0.3940530715868712,1.0677916610682094
+3714,1.198893984375,0.39656765625,4.202078010259714,1.119308501333808,4.697814413018992,5.271865863642534,0.2410327159905603,-0.6015615582624092,4.029137957314355
+3715,0.7368103125,0.112052470703125,5.145100073412184,-0.0146075683418773,4.725331048696939,0.54463180813789,-1.017904178968507,5.555552460738856,-1.920449281328945
+3716,0.8112528125,0.09691974609375,-0.1513541222291252,4.105091142158219,5.3837475680520095,0.1274159058583128,0.0736316915024525,0.7372541980070144,-0.8493597034697214
+3717,0.863736171875,0.0811581201171875,5.35487721852475,-1.0569352876054436,4.516287148959273,0.7561858012808953,0.3482873712434894,5.582558429906229,-0.8392981950203158
+3718,1.09507890625,0.126247236328125,5.494780764017764,1.6139950207343492,5.376087977358504,0.1257686564330165,0.5271004717553521,5.665988410916555,-1.4921674856729792
+3719,1.40946984375,0.154504736328125,1.4408843717679627,6.989724798831669,5.343689448891928,1.1334863870111245,2.755125288174439,-1.094091604836299,2.565021858337364
+3720,0.971194375,0.210435546875,1.8720772847576728,4.071700063897602,4.909610392418837,0.7745299082100741,2.7358910501615,-0.4333842271876419,0.9281975537509412
+3721,1.09734546875,0.135409560546875,1.0029812900175377,4.328208130129368,5.309075594415217,0.4731911551194064,-0.0214036272955118,-0.3130521963472631,-0.2848442217384601
+3722,1.064357265625,0.13680298828125,0.6483259905690061,4.863596861878493,5.081177633961064,0.6213297408413797,0.1159008366428846,-0.040514342587363,0.5969568473147018
+3723,0.901066484375,0.113764560546875,0.7886546339377528,4.859706042788282,5.800551291800742,0.4828664730672366,-0.6105810406521174,1.6434870201354943,0.1551345763800506
+3724,1.027122890625,0.240956640625,3.913908357618212,0.4457900061577904,4.119085509016721,3.1225889962745024,0.5471604886084913,4.923385391763075,-0.9137887911188024
+3725,1.50690203125,0.364967890625,3.916487968954541,2.360550618590326,5.011463352482831,5.492116503253193,-0.0500674594871054,-1.0079818433668817,4.16116193269798
+3726,0.945405078125,0.140393388671875,5.665450673002296,2.2173856991749994,4.960301723293767,-0.08825867142638,-0.309564694120976,5.323989907267244,0.1472873821598683
+3727,0.9361834375,0.0753431494140625,4.160415395442421,1.658205513957605,4.766598953084216,0.4373668760314821,0.4406341322605182,5.564594245839846,1.4002448213996497
+3728,0.781832421875,0.17481091796875,1.0939554946429877,3.930463178111839,5.39348045966803,0.7876463117642993,0.0392699414771299,-0.4365312620945775,-1.4261922161113505
+3729,0.73920625,0.18298548828125,0.6335784320864537,-0.8390131748350993,5.017405392423783,0.375434584221506,3.981293499461427,-1.2732483215805566,0.0978647525795656
+3730,1.4382159375,0.138917744140625,1.2206126583120538,4.554899386693536,5.0790297047020925,1.272412438401587,0.1962937195772536,0.5906103615953153,0.1820399085918799
+3731,0.70836625,0.1589808984375,0.9993937824536429,-0.2913871003400902,4.905400527433668,0.3741600004702176,3.433856919036575,0.026444309767652,-0.1699192781224653
+3732,1.173541953125,0.15661529296875,0.3360856913700911,4.411236560744229,5.296136357359063,0.7125134901481537,-0.0438148579212575,0.6892321487288537,-0.2940955962752551
+3733,0.77602078125,0.2069373046875,3.129316279000559,-0.0884234767277774,3.72769724041156,3.004279385132869,0.7908120158987421,-0.219597534699171,1.848366762497704
+3734,0.829385,0.1600142578125,4.533231397780955,1.6807172638184311,4.993951036593044,1.2498657331957377,0.7592062697050916,5.418350535214744,-0.4381477071391244
+3735,0.988808046875,0.151058974609375,-0.4682541268489423,-0.3187153904263496,4.815261246761134,0.1957655084578806,4.035282530081061,0.0004122373854763,1.0163795681730128
+3736,0.743930859375,0.145907705078125,-0.0230571864215613,4.678443848502966,5.173340538872332,1.135572689800353,-0.2944393270540442,0.1713147995269074,-0.0461616074877722
+3737,0.709680625,0.103094775390625,4.500952060612817,1.2069994760139826,5.0647576355520245,-0.2013520796804784,0.1130680065737595,5.930394329154633,0.1971840532626044
+3738,1.22511828125,0.0568450732421875,-1.0769657985594985,4.758434127719362,5.337010034268269,1.1876908372371702,-0.0787599114604975,0.3860874032033705,-0.6818955466260667
+3739,0.86190734375,0.141965048828125,3.9851883983948713,1.164305323636878,5.250111210007785,0.2443708918504046,0.3728422499342294,5.780036820687979,-0.7534927931073054
+3740,1.15327890625,0.092969287109375,4.90188738380772,0.3540867093921949,5.015622674250718,0.6433170812843368,0.1648607174816285,5.833126097360237,1.5517138448274177
+3741,0.9303828125,0.133698681640625,0.4369991002799929,4.702657209807478,5.58727016706836,0.1398085804833802,-0.3678671737610232,0.4824412751316353,0.9609143413325504
+3742,0.7764090625,0.07676119140625,-0.8796122622024697,5.096071027281315,5.204288627274567,0.3587598766297541,-0.390021479211995,0.1582471010449317,0.2375559456635341
+3743,0.8656759375,0.09126140625,0.0198486564938631,4.418711138202777,5.21037731917404,0.7532994442244179,-0.1631588162307511,0.2432237464665309,-0.1477088587333291
+3744,1.188503046875,0.0887637890625,1.560226420272448,4.376096967707591,5.602351878008228,0.4955490041129749,0.0499472000013244,0.2979891458610694,-1.1578540734954992
+3745,0.894726484375,0.30978138671875,4.105497084401507,-1.554688890600771,4.225538592210138,4.634736099057871,0.7719931798340981,0.2175845645975722,2.369816815807957
+3746,0.745232109375,0.14883439453125,-0.2712642663454965,4.501078442525911,5.35536759389622,1.4614080569371048,0.013607250147855,-0.06823456457219,0.8700234383136809
+3747,0.5915030078125,0.080986494140625,5.382881204318552,1.238999525923112,4.690198560381363,0.4069658185943275,0.2153494840430406,5.551104018074274,2.275632465040069
+3748,0.87594078125,0.0931433203125,5.035557355645936,0.9663344578137276,4.352858745569736,0.2997916375961471,-0.4821615636882087,4.9894042450617135,1.4448337954538226
+3749,0.782464765625,0.1112279296875,4.988540647536664,1.175388853903442,4.9407272988628455,0.5335437617316701,-0.2246611994816635,5.687855190305982,1.148928974709524
+3750,0.795762109375,0.142568154296875,0.1540340417933456,3.354267166049387,4.858977865997056,0.7047852089074401,-0.3419108625145596,0.4403749899350463,-0.7903717799129243
+3751,0.87111609375,0.090233427734375,4.076880983722422,1.8359321691108677,4.762982308800424,0.3076085723530397,-0.4381751174105727,5.664646682020675,0.9601817263877516
+3752,0.94328046875,0.1486663671875,0.0989995374292053,4.406887196213701,5.203379214863671,0.4579967050708191,-0.0275311681046822,-0.0485898318208011,-0.2816583577911254
+3753,0.664172890625,0.150499072265625,4.667254027158419,0.8297793309444077,5.064478961677282,0.4443167587833025,0.4479179846566424,5.7255183035905,0.593563910527394
+3754,0.706671015625,0.18234216796875,1.6540960155518485,4.856526120187677,5.351473407056604,0.9701901957263532,0.1021658503967469,0.1006474487433597,0.5470393825178212
+3755,0.89908296875,0.1122391015625,-0.422073862541197,4.941180406146689,5.199870667784761,0.4253854482354343,0.3014745001822487,0.1229020539913986,0.1661401889374042
+3756,1.32228171875,0.518150859375,2.9887227307108337,0.8170574088950612,3.2228046421799967,5.0165873870796736,1.4291659035364015,0.1322531290906426,3.828209620090061
+3757,0.749668515625,0.144652294921875,1.1181189284908672,5.32919710877177,5.442907424380426,1.1494208249547524,0.2260828086929923,-0.2691213494079302,0.3694554133511034
+3758,1.3373540625,0.13941642578125,4.070869642882336,0.6709250872996048,4.347050943382492,2.753064281453054,0.2549082464170957,4.950622177152078,1.737099754004462
+3759,0.98519265625,0.140143154296875,1.1842633306340005,4.638290395914246,5.53959403085846,1.1058844956954794,-0.61435731369126,0.8435873096634647,-0.8224444700796818
+3760,0.864025546875,0.15981802734375,4.4579520770103205,1.9130519974031608,4.876182343172708,0.8738301860701692,0.5761882861416745,6.656373337701517,3.453391365374543
+3761,0.860831328125,0.09874884765625,1.5921973786511878,4.925793673587646,5.298059793971654,-0.1521808947979423,-0.3027913355265149,-0.331470267952048,0.2457424080661568
+3762,1.286613828125,0.179828359375,1.1949302004828384,4.710275640054487,5.853569323432114,0.8637778591114725,0.0027935298054218,-0.1778814920243689,-0.6201587714007935
+3763,0.9453084375,0.20993265625,0.8858067040141449,0.7044281344055794,4.926437527772572,0.7364974283259813,3.072060195071531,-0.8834760181458494,-1.080786281982815
+3764,0.682978828125,0.094202490234375,1.8583467625775651,4.87053547842543,5.720161399365478,1.1695305549341275,0.1842838136348384,-0.5140785740189033,0.9984433988766914
+3765,0.89512796875,0.1389003515625,1.6669429809563197,4.1812854501364685,5.53275627049993,0.4979807467886227,0.1401173085132372,-0.5197254431064376,0.2396878451649879
+3766,1.052860390625,0.120536083984375,1.2062826809498854,3.898809392946556,5.037715613039823,0.7022961739940926,-0.0039419472457432,0.0112741014877441,0.7111534875562964
+3767,0.771064375,0.149615126953125,0.8591237598212866,-0.8521494771487521,4.8555039865933205,0.1590111039131946,3.432570421671693,-0.4365782512164295,0.1472138498490162
+3768,0.689915,0.1852874609375,0.941494389024328,-0.3226921023139245,4.986377578466309,0.3312854014662778,3.3634189859907453,-0.6810102331302004,1.0259485529723305
+3769,1.089467890625,0.11529900390625,1.8285495057175456,4.7542785209066905,5.22516067371027,0.2629953833478268,-0.1930615352890625,-0.1267100903549658,-1.4273305648477097
+3770,0.849015,0.104548818359375,4.529438642646114,0.6172316873783985,4.767199477530682,-0.3295689896543158,4.141084031514414,5.840729776700142,4.001620292353533
+3771,0.852455625,0.1195651171875,-0.3931366480766432,4.996629393954999,5.640229959970461,0.8131357485095891,0.1950516716373402,0.5907646260556179,-0.0700877798466331
+3772,0.93460703125,0.106689375,-0.0456021485316635,4.6913228134229135,5.738686537024908,0.6212341841797868,-0.0933912988045174,0.3625648341578882,0.5336340601763301
+3773,0.746080625,0.136624169921875,0.6042805041026077,4.514800508424198,5.339505539176794,1.1872426121903952,-0.2457592060825016,-0.2502063618524219,-0.1002380066037919
+3774,1.4784175,0.153546376953125,2.945212002524708,4.368944660920621,5.220761151784791,0.9326602507818514,0.0331228061355581,2.343105672902122,1.017752468529724
+3775,0.953316953125,0.3785799609375,2.4732236295862027,0.5835652989142204,3.539900199744345,4.082758727611374,1.0138591926997422,0.1662789153819794,2.028748278817676
+3776,0.93405890625,0.124955224609375,1.3742074966095827,5.588152542525783,5.678107741569798,0.5909460749990383,-0.6512487338623603,0.0501149185380307,1.1499000605832477
+3777,1.55513734375,0.17706189453125,6.0738427090476375,1.584373145005162,5.67643595260806,0.7735604980656312,0.501640755187545,6.462944768762916,0.1838206667170422
+3778,0.97159265625,0.130750390625,0.5096502724152028,0.14783767625759,4.296898958675826,0.8369297498851932,3.975568312200703,0.2995465588167669,0.7539527089470383
+3779,1.56138796875,0.24411615234375,5.609355058640608,1.8616297877672563,5.372443832323633,1.0088693925746663,-1.1532762277423754,6.3522716396153385,-1.638482554822322
+3780,0.7216615625,0.17099609375,2.7662685329155488,4.968242257491805,5.243379780298064,0.944179523118196,0.7310452663189756,-0.6778852512294712,1.567072584504697
+3781,0.786733125,0.0959421875,5.2066494832561245,1.4074460285490955,5.25906148460441,0.4721135729421564,-0.3093626792260198,5.51475336572437,-0.6216908868571356
+3782,0.9842009375,0.1163869921875,1.876963300472054,4.714654383062789,5.48958145102355,0.8715068513460136,-0.5346148440681395,2.54841433679101,-0.768189421826333
+3783,0.947878984375,0.15342515625,1.0316341498794317,4.845495143982002,5.424844690105632,0.3839444642507238,1.6750203132118968,0.2597726835651862,-0.4356555022143095
+3784,1.073229140625,0.58742859375,3.352188894344965,1.1082684842729236,4.41162003570604,5.323571599837716,0.3420196280435807,0.129771734563796,4.449967790014382
+3785,0.70165109375,0.129525576171875,3.829655991656896,0.5286531283983215,5.0967573431310464,-0.0881671432206331,0.1608445782949603,6.541653646613642,2.225962505896717
+3786,0.87700296875,0.077156650390625,-0.3741342614892498,4.846331227891671,5.109855408904665,0.2972947845636831,-0.1729557845400077,0.3350614437724213,-1.441296836024633
+3787,0.28928138671875,0.1326791015625,-0.9334247813744692,4.449644095905663,5.096522586309211,1.6977416900120066,0.3283657082772441,0.2580289897243961,3.403475777810624
+3788,0.955112265625,0.085108583984375,4.360386226296412,2.361760485825781,4.8526165584334295,0.102608692809678,0.1414977852685141,6.226036698192823,2.15944312963676
+3789,0.853323203125,0.1413571484375,-0.1288554234040342,-0.457706324880845,4.629513185047898,0.358496668088445,3.4956540944962557,0.8370092154878053,0.4660132208205471
+3790,0.97698015625,0.108887548828125,5.655908999915672,0.5454383752034916,4.947263207594402,0.1372474161009056,-0.2263921503152208,5.994938483748945,-1.6207785344322931
+3791,0.760500390625,0.0737810888671875,3.935862125616524,-1.7589981035940598,4.362270455946653,0.2074793658728045,0.3151818691847546,5.2802020828313605,0.4913158702341766
+3792,0.935080234375,0.161486904296875,-0.6667003085691706,4.082207923807041,5.278270707217719,0.5231770952498656,-0.328638891253963,0.750313622423256,-0.4171754192932824
+3793,0.89366734375,0.076878212890625,5.10735752274338,1.3682829745156675,4.699625215187317,-0.1320616927622631,1.1218285918293458,5.604043804511739,2.172134596449029
+3794,0.79900515625,0.111082705078125,1.0660293976999975,4.518763008641429,5.541816867526519,0.8661564132270405,-0.5176811371929351,0.6538149723548714,-0.2508232222935822
+3795,1.000638671875,0.097190400390625,0.3284884537707628,4.4288100652821685,5.137648916445643,0.7537402445266336,0.1707708217972334,-0.3562850482656142,-0.459196998913267
+3796,0.8160071875,0.083091640625,4.875758175709322,0.658157819564457,4.565636186048761,0.7366795591043458,0.34579366148662,5.59020386642388,1.3922992239200875
+3797,0.9022028125,0.12429271484375,0.524858920100238,5.074517689140333,5.697902184922524,0.2549937738971328,0.0762051652870299,-0.6829841505012678,1.1096755289156173
+3798,0.97134859375,0.17882798828125,-1.1900444382099429,4.61222750951699,5.472274968364996,0.4745896313987131,-0.4118924429553667,0.371354012595338,-1.254191857390845
+3799,0.946301484375,0.09875544921875,0.8479678815510885,4.34409834425932,5.209192494814632,0.4307067992673348,-0.0172878934114964,0.4585543727564919,-0.2197275072093787
+3800,1.273066484375,0.509576015625,3.876168611407659,-0.996463850059556,4.865646271908742,4.831773181199114,3.69668583081352,0.1089656759728031,3.071342115000368
+3801,1.008801328125,0.130332109375,3.1684335768420016,-0.3675252780795472,3.7487270468268186,3.982448503298735,-0.2063390923058834,0.3081086251487083,2.303470754259342
+3802,0.9794971875,0.09960099609375,0.3632721851334184,5.241571450306801,5.899032493600063,0.5807225231694181,-0.2597356443841443,0.7456389126707206,0.1645608278657997
+3803,0.882499296875,0.119887373046875,0.98612318661081,5.379322116273624,5.37001932089381,0.6268230922787632,0.3536884364425975,0.4716461630095707,0.2438880520651013
+3804,0.928210390625,0.07264150390625,5.18202737536889,-0.2928036217477432,5.154076236979624,-0.1651905564567127,0.45388368110005,5.536488494125781,0.0461747390193577
+3805,1.117911875,0.47325109375,2.738507999361891,1.2095268976629592,4.609998872079927,5.201291369329327,0.4405710424189398,0.3231105850991884,3.803922973504986
+3806,0.66054828125,0.094504951171875,1.6623628401807302,5.260425527619413,5.23985746431662,0.8563035961150041,0.3443309142227515,0.2535835384297339,-0.3679163288269392
+3807,1.14342859375,0.16903736328125,1.2818728331865166,-0.8771934213103725,4.594146245255914,0.8549279995222525,3.810334382122943,-1.0979139012610668,0.7352432521391195
+3808,0.83916890625,0.105557587890625,1.1540047245034355,5.027362658542202,5.496805757153354,0.6782576662584708,-0.2362520721649345,-0.2826269345696803,-0.0300741901239193
+3809,1.15009265625,0.1046982421875,1.6204641847116883,3.986969213062231,5.011282622655129,2.338002217653368,-0.0692496873863382,-0.4108047031053357,-0.4643737516174365
+3810,0.926737421875,0.1377667578125,1.9037344818492008,5.157280302613817,5.44979842003278,0.6162436987808146,0.0822183655817232,0.0958993432462571,0.014403415004659
+3811,1.39110515625,0.4075334765625,5.093340390533513,2.1299197968503893,5.012732729934503,5.559002208799542,0.3787830789233656,0.0061413893790296,4.434769645702742
+3812,0.531024921875,0.133267197265625,-0.5942414340272328,0.1454683232025235,4.628509767532875,0.3456979846699827,3.575930365855979,-0.809079098292191,1.169320795676832
+3813,0.5869078515625,0.1399583203125,0.5826314266212455,4.116903083517245,4.886655406054329,0.4520686276866553,0.0811785839148338,0.5134266563059341,-0.7024948164201046
+3814,0.8392425,0.1680712109375,0.2556697500425361,4.7911043337085815,5.405592846763753,1.168766433987041,-0.0384834859528448,0.1715611193369029,-0.6767088547492466
+3815,0.7614375,0.091304013671875,0.8525899919308042,4.868681432828416,5.213824423130532,0.8046091768949373,-0.2629604828551298,0.2433551335733381,-0.4450847958174626
+3816,0.89439828125,0.5182329296875,3.3609546262111483,2.7227456690202723,5.125294908494248,5.523732729173867,0.8749313047972256,0.1161906401498363,4.47176936280072
+3817,1.93963203125,0.27890740234375,4.818037907267042,4.354019832011773,5.97382655292064,0.6700631344730751,-0.6115421123198116,5.742561829208392,0.7028185366267196
+3818,1.150866328125,0.5959066796875,3.8415518868109952,2.1759011365714738,4.48698544441926,5.122571786791087,0.6954971567132303,0.2940451832824483,3.631578881029111
+3819,0.898299453125,0.124328115234375,1.2252520794822046,4.696679175929564,5.486588623912722,1.1101488306351186,-0.3393294442187137,-0.1672033252366556,1.5190728477153297
+3820,1.228130390625,0.113237666015625,-0.0692389649170802,4.899863752086606,5.450236187515603,0.2004395415113324,-0.2322619010217273,-0.3503706063565053,0.306952732232286
+3821,0.7839928125,0.0766273681640625,5.783522436639994,-1.404930183331477,5.097897091774939,0.2175188812607134,-0.269480266114695,5.989434672802956,2.678544635743105
+3822,0.80457078125,0.0686436376953125,0.142850863598368,4.702989605471872,4.704945954560651,0.4959191644605089,0.1108716303361931,-0.2270516008862731,0.9025261796407712
+3823,0.9139096875,0.129290341796875,2.161185084314014,5.012564433127159,5.587456997504552,0.7389747326503519,-0.0156729197346974,-0.3816148840797027,0.0891972423749102
+3824,0.8312753125,0.121640869140625,4.2059792408892,1.573968818237181,5.028638274323249,0.2523034309252756,-0.3128589840191315,5.776766178759999,1.76322211695813
+3825,1.201215625,0.108301240234375,0.4258495852163234,5.136929809056172,5.411502873905347,0.0872966604759955,-0.0974567841710696,-0.0274339929634144,-1.3516836661177232
+3826,1.202737890625,0.117887841796875,1.1799803623771323,5.321268937720757,5.253881810944459,0.7583595710099332,0.8658523234128139,0.0242893939856179,0.190644439392991
+3827,0.6509147265625,0.150685703125,-0.7234140379411135,4.867754142832577,5.551382356521428,1.4377172278896149,0.0432523012579044,0.5761952984348865,-0.699008796398485
+3828,0.833851796875,0.1643787890625,0.3417246204847044,4.5169589419930265,5.431963604965786,0.3800029893178092,0.0138614310354896,-0.2438881402404238,1.4046568206739705
+3829,0.95734296875,0.101968388671875,0.8827798610209038,4.714264784560763,5.0353877315611335,0.7957663266711607,0.4813626123904453,0.3608475854863588,-0.0120103344016256
+3830,0.831286484375,0.15373181640625,-0.1098723247144526,4.42248064245546,5.315465313148789,0.1642318100669766,0.2364330766064959,0.2459711595093911,-0.216542044750116
+3831,0.821024765625,0.110354189453125,0.5398348502767814,5.312372045490932,5.14699903992588,0.4430922159733141,-0.0913864686952422,-0.3246484919451669,-1.2926376451891786
+3832,1.2088115625,0.1025084765625,0.7479519257193276,4.343737540235468,5.464658043140106,0.7429411302803905,-0.630412982714426,-0.4722473446256154,0.9135512976465238
+3833,0.929413203125,0.158006923828125,0.7985359493862025,4.653160953556682,5.348593761078913,0.921823245744914,-0.2705973483198161,-0.3503965508493947,0.6410652005086273
+3834,1.60125421875,0.315256796875,2.7607149481529274,1.1131277126815289,3.35090987388488,4.626177843526324,0.1227150232523718,0.2893047881257597,1.6132201577548404
+3835,0.7691975,0.0826991796875,4.122510451561943,-0.6011741057278395,4.8830385052732845,0.1204431740157363,0.2206576813776117,5.510950625620239,2.005307438927333
+3836,1.027981796875,0.1588290625,1.1384424436510707,4.74431335287893,5.666607772272432,1.2309635757882116,-0.0934921815487447,0.2815596293812999,-0.5319190662585368
+3837,1.057237734375,0.17022376953125,0.6594099062976431,3.830302965685199,5.057562819619383,1.044671825194435,3.822152334838679,1.1427094995863207,-1.022996110905293
+3838,0.862594453125,0.1688033203125,2.4387549901357426,0.662840692217664,4.727948844193345,0.7853270286453458,0.6052338596866219,3.999718469537835,1.4501836388656553
+3839,0.80844890625,0.39045359375,5.488715195259938,2.4215111913737566,4.227365603034945,4.2730176363758,-0.8272713811128638,0.5038352749402331,2.398492731070586
+3840,0.71121796875,0.195996953125,0.2998680424542707,4.787707659467124,5.535488559508625,0.5970769122246962,-0.0296015363616899,-0.1683148941007932,1.5227664073416296
+3841,0.6377305078125,0.1089385546875,0.2704507603747604,5.433933934786665,5.415073608370895,0.569508920677013,0.3278244413103506,0.3734790852705074,0.8701918832731063
+3842,0.6342995703125,0.15185650390625,-1.4518136553284455,4.920135405199972,5.598447431595165,1.1031316303251455,-0.6484628194311055,0.0176014417968119,0.2863618033615548
+3843,0.826661875,0.11933767578125,3.476554916296249,0.7222918205338925,4.6616644406280505,1.2905927141932236,0.1629616029004386,5.678165784035066,1.5200642860859777
+3844,0.952518671875,0.077879169921875,4.575199626171289,2.2814491129427776,4.726933903425617,0.5507149166654653,0.1006004187745574,5.4928317734946335,1.6352897716058907
+3845,0.9441528125,0.1016743359375,0.5540907171354702,5.118353732787341,5.646739350765713,-0.1332815210959503,0.1303020110231001,-0.3126156438602283,-0.1795078393887079
+3846,0.824522578125,0.10566201171875,3.8284800188203607,-1.2435838659236995,4.451373041066731,0.120880820732621,-0.4710644229240743,5.822532918891819,-1.3146738161242475
+3847,0.69258421875,0.090002392578125,3.559109415324022,-0.7584496040441819,4.18376683628718,0.2675329837945607,-0.7154567596194148,5.406966834507434,-1.2165209074988412
+3848,0.80391140625,0.16616408203125,0.005304148680896,5.441940815069277,5.625366250331792,0.765192959499217,0.0907281627076641,0.201920510941009,0.509002883595798
+3849,0.90950859375,0.122491201171875,-0.9373810629169056,5.331099740070275,5.891897445598389,0.4058805752915497,-0.0190722729389057,0.138346698583895,-0.2168781644998684
+3850,1.0049625,0.115528857421875,1.185420262667218,4.482294284987068,5.629525061859147,2.1251783923244747,0.3828766601932184,-0.5607048927532663,-0.6569758740845536
+3851,1.2835365625,0.135096904296875,0.1533847501678984,4.51244948772407,5.825724944950015,1.9676299803086368,0.2545143633323105,0.405805878212655,0.5766348237177735
+3852,0.960007734375,0.0952652734375,4.702394497307608,-1.239803288151597,5.072204299637424,0.5340562107349847,0.0018205834479299,5.9930697614510064,2.0584636096662545
+3853,0.664397578125,0.4203578125,2.6722365063736486,0.8747645207307566,4.851598130195376,5.050879435700707,1.4434261995479116,1.1175066605905983,2.658772942194913
+3854,1.092479375,0.12362060546875,1.1053857653441317,4.648223511817123,5.491255017710578,0.5494642750733709,-0.0181343035505354,0.1062904520626263,-0.7244638337010056
+3855,1.252116328125,0.123956044921875,2.488210825122661,5.1316428118912665,5.596587814319091,0.8435677503310289,0.4061082898896271,-0.1205412232596793,-1.3138973706757962
+3856,0.880753984375,0.158356181640625,0.7159173887560314,4.572770673967953,5.4515533253307655,0.3377712837911309,-0.5653973495478571,0.2935557077951976,-1.2730189422679967
+3857,0.903591796875,0.1330745703125,1.1054000093843948,4.290893963476641,5.166234434127674,0.6151101200306579,-0.3376365313202377,-0.3981825914772961,-0.6906185729846542
+3858,0.87980609375,0.2055233984375,3.1324567368233245,1.0698340956882395,4.900609093774033,1.4200659452586395,-0.1357779049778062,3.856172250674901,0.6006096851696652
+3859,0.985303359375,0.10383169921875,-0.9846621422802972,5.200590196571996,4.885681820721749,0.3512521921944292,0.2208122082538262,-0.2160445117095305,-0.7940854476354887
+3860,0.99217171875,0.0892702734375,0.1336578966885008,4.300159880428901,4.87231733312603,0.2594122456087975,-0.2952270949776134,-0.1508094945625047,0.4589642381442107
+3861,0.962260078125,0.09937416015625,-1.149001966207737,4.730384328282124,5.334194129871883,0.0006192871054593,0.1926480606219041,0.3794269682903331,-0.5918143278000549
+3862,0.800347421875,0.14911525390625,0.954478848883732,4.346329236252074,4.9939344578231415,0.6233154900899163,0.0120049149713156,0.5009585400921578,0.3646245819299714
+3863,0.825670234375,0.071783359375,3.3335532788861464,-0.8478019114834111,4.86777291014129,0.5200299394828218,0.767373113491321,5.9216141225180445,1.89365238837096
+3864,1.20637140625,0.25523443359375,5.661219568470757,1.5150635803946355,5.6807264247587375,0.8493915521839168,-0.4771949881045702,6.3324045010861,2.210227575976481
+3865,0.772039296875,0.0768956103515625,5.247902696665337,-0.3756371337792019,4.796933567202395,-0.2105131972592695,0.390093515256971,5.164582661323222,-0.5177301218170478
+3866,0.88277015625,0.12784830078125,-0.6895356656962517,4.49077111870374,5.136050980975147,0.3434732684244477,1.0307998385756043,0.6207168780596115,-0.6461533324190569
+3867,0.908674453125,0.127945517578125,0.922670844134068,4.847784739055594,5.586103066654574,0.5323509927246073,0.2009804424230273,-0.1683910124942093,0.5374126149660441
+3868,2.364216875,0.42132703125,3.5865096200080173,5.170998606996547,5.181595806127278,1.7682500288376826,0.6190368037511519,0.2652640659256321,-0.4984061956644667
+3869,0.953949375,0.157765087890625,1.0634215105367564,4.740730076549072,5.513584891648306,1.054457379005266,-0.1479892859549084,0.4369963342989408,-0.4152481077504
+3870,0.740723046875,0.1665625390625,1.0520982850452638,4.259156900693708,5.159090407332003,1.1067844791283832,0.0358428458735334,0.1597139666031091,-0.7387298767780002
+3871,0.843079140625,0.076801396484375,4.598952697609869,-1.3028990629452788,4.940339735957376,0.412781794149935,0.4058318552553634,4.919389002611364,0.8899831223283784
+3872,0.675149453125,0.161909365234375,1.6553436685496172,5.107115797528941,5.611038468108697,1.1175340094602568,-0.2118456752849044,-0.4619840093187864,1.2376058920611297
+3873,1.17820296875,0.39920265625,3.8640864246121,1.9207916648405008,4.948847744565188,5.275342791963631,0.77210994806433,0.4392093380626613,2.9104711808921797
+3874,0.740202890625,0.098361787109375,1.0232251546897158,4.833239811014171,5.324387552048142,0.2722837940529242,0.0810748167691155,0.001982598127053,0.843691782648878
+3875,0.915866640625,0.12890388671875,-1.0477285005252213,5.462489345914026,5.105444735211093,0.3190065846243455,-0.1583532870572031,-0.1552676231001786,1.098056773702127
+3876,1.048067734375,0.1244211328125,-0.2319623654146596,4.469729554464955,5.122024994989354,0.7729235562429043,-0.1142377196887335,-0.0547604453408292,0.5015940830242781
+3877,1.129087421875,0.111086904296875,0.9430487195554094,4.361511920732454,5.618958922796948,0.279847825514377,-0.4627696524077557,-0.8785270050472767,-0.8187022789943249
+3878,1.06187984375,0.12249841796875,0.9404633982293504,4.644397972821008,5.467571279058151,0.8361341854481825,-0.2512678222214057,0.2547918968204299,1.1464309988718298
+3879,0.784516484375,0.2060201953125,3.793835013420556,-0.419897707501068,5.022645581939263,1.2777570091000647,0.7221789988314488,4.731445448886876,1.431584979798812
+3880,0.788917109375,0.134297568359375,-0.6149022228158876,4.109706737352306,5.359676397356605,0.143875135620653,-0.2247933552108218,-0.178499950623526,0.3500887074968951
+3881,0.61986578125,0.17555083984375,4.928982152166923,2.079291120055425,5.206877263047717,0.7273010413303221,0.3757324730104687,6.114156080099121,1.0807847022804142
+3882,1.421190625,0.5604895703125,5.048959740066985,0.9421455361797244,5.1998755500584135,5.214121392900548,-0.2448503029375157,0.0186121072030747,4.63314138920495
+3883,0.8506778125,0.084122021484375,5.326242732982789,1.1470770510568222,4.914488205996213,-0.0369210810516022,-0.7250668825070048,5.852425656490012,1.0026870931531413
+3884,0.805230703125,0.105424365234375,-1.4290306538467188,5.338670057948916,5.738002490228176,0.7344020170625067,-0.2655801605854316,0.3810738682344781,-0.0738911533182607
+3885,0.955357265625,0.089677138671875,-0.2731626367032436,3.996490435601164,5.102713368696619,0.3956998682672454,-0.0252312099613752,-0.1187344640627219,0.8126434884623138
+3886,0.860841328125,0.07549677734375,0.1693048697735338,5.008347918781069,4.990217287791373,0.361301511097644,-0.1593804106751699,-0.0154602948231865,0.6157960255206437
+3887,0.948473125,0.139140380859375,0.8523844264852352,4.842528102585312,5.646346551798733,0.9863660287181906,0.2777261618778194,-0.1755402008559516,0.2727521527177224
+3888,1.005533203125,0.142954619140625,2.6596540565940803,6.022993914100606,5.6774612123945065,1.1978717238114975,-0.1740645040093622,2.411938037885436,-1.2627376913439032
+3889,0.845405703125,0.13498048828125,-0.628449911632053,3.977300749621786,5.189830566483543,0.8606505058835524,0.0286417865180432,0.2598565461523401,-1.1597928244424367
+3890,1.092534453125,0.15772548828125,0.2141524320179098,3.9689511842972327,5.11999600429666,0.6085918617904222,-0.3873840332865875,0.54871566509712,-0.4052718022885128
+3891,0.719090859375,0.13355705078125,-0.1419829448009311,5.312672236445943,5.260335576367426,0.5992720595775759,0.1532509638719227,0.0772189294598579,-1.6029029943588726
+3892,0.9410109375,0.114423466796875,1.4344130907523271,4.887814673168936,5.371036906159949,0.441813498080817,-0.1465473062632652,0.6205802611882069,-0.2536218796031155
+3893,0.793977109375,0.19650201171875,0.7069289752151322,4.140623999272139,5.28256356390367,1.5530014607767253,0.37778006811334,0.4691769282816014,-0.5944093294813838
+3894,0.791453359375,0.138114814453125,1.0942378781238309,4.3004765620187575,5.219400736501487,1.1031817398220607,0.3294872671014855,0.315790655349586,1.2359845168303158
+3895,0.813727421875,0.088810595703125,1.038053124142504,4.85854544121382,5.34854183856968,0.7891196014927044,-0.2510094333683221,0.053830058902558,-0.2592176368483163
+3896,0.90241296875,0.08795544921875,5.395108427665034,-1.970345792259166,4.927378652281873,0.4756150148798131,-0.2120687339665418,5.132781353388012,1.8038811164840205
+3897,0.6376842578125,0.1274390234375,4.524336210858957,2.06015273189608,4.675596154795577,-0.2466166874173935,0.3852301951488792,5.497709154065154,-1.7868585417175875
+3898,0.867171796875,0.072105615234375,0.7600002568022317,4.791029175144969,5.090035880453553,0.6922031182239593,0.2632613043819901,0.2859855480450949,-0.1656793247623486
+3899,0.742249453125,0.090541884765625,0.5769470710925104,4.591878518221935,5.272449980981243,0.9761962450053362,0.318989750384402,0.4153058407454153,-1.117989360947133
+3900,0.79187296875,0.15648447265625,0.6591395990110839,4.808668733288842,5.430698555683124,0.5182809218919218,-0.014706465377973,0.5298022028987466,-0.9531380352891576
+3901,0.930046640625,0.13276072265625,1.0457033201449963,4.842209027834008,5.4133771764622285,0.8321165935598378,-0.3190542732611742,-0.0374369461939025,-0.9615121777445884
+3902,0.786465234375,0.108820927734375,5.164313170684637,1.199793508383403,5.210830494496915,0.3817728583074116,-0.1613169496265241,5.546359973581257,2.0937332260332435
+3903,1.114925,0.067372626953125,1.5225502641322068,5.247264088713816,5.428180221647934,0.4173839237753985,0.4097042036869899,-0.5026828043089071,-0.7969540045574514
+3904,0.788204765625,0.100868408203125,5.0154420252234,1.0585863890771985,5.137915811699146,0.3377552727012709,0.2727007001018914,5.284405205141196,-0.6741996694265634
+3905,0.81515609375,0.12849580078125,4.595422262397578,0.7972363873447981,4.906525309185246,0.4910537519775531,0.4334291859832168,5.500891024110539,2.0560249689677303
+3906,1.11409390625,0.16396591796875,-0.5581575046826547,5.085485821979598,5.632619411215469,0.3681596651655978,-0.3513000123455584,0.7560848508838214,0.905494999269006
+3907,0.814468515625,0.140069931640625,-0.7340497290669586,4.700747842931279,5.2475456232931625,-0.0387142455107645,-0.0616002552024366,0.2248424896049941,-0.7973823568700034
+3908,0.849807109375,0.11585349609375,0.8747450358323186,4.851787667082276,5.199442970480305,0.9359128005537896,0.1169847816389524,0.4809365671899281,0.6047269191860031
+3909,0.999525703125,0.5097711328125,3.31266939407987,2.1289920929796784,4.960404581181588,5.3596251091732245,0.702754400056798,0.679883635551557,4.144025413823843
+3910,1.1831590625,0.10992931640625,1.089552295461528,4.447199355660458,5.413629094287913,1.0325342543825682,0.1696108027061411,-0.4782518963189696,0.3259127980027124
+3911,0.761563671875,0.087022294921875,-0.0054263369698986,4.154274026187254,4.84113834240631,1.1027417661553838,-0.6145851004963416,0.0434262430885849,-0.1878868618508444
+3912,1.00774703125,0.100313916015625,1.9197741889286744,4.707179257247975,5.4010273840877465,0.3400574675935745,-0.1994399699702368,-0.7850522029273764,0.4706864310179957
+3913,1.009737890625,0.17205046875,-0.6168920139635987,4.537079413325987,5.476897152489705,0.4962592051641638,-0.2381272902115811,0.1951702771175592,-1.069896223478982
+3914,0.70007796875,0.100049873046875,-0.2508244713171713,5.034449486050434,5.50278576605062,0.586092338100575,-0.6231233082168232,0.3146053964306365,-0.4055996243414618
+3915,1.3391534375,0.475045234375,2.9784302034414214,0.9940074688105612,5.032883155366391,5.2078568994161625,0.4106358916433543,0.4143027479829264,3.5936711338444822
+3916,0.7179828125,0.108709912109375,4.491142609639899,0.4539561031338832,4.7949392711059495,-0.2944784562293615,-0.0572793837571896,5.145742445719412,1.343592350988903
+3917,0.80385703125,0.132466669921875,1.293221318303876,4.835009305840537,5.259998980216962,0.9079838345537568,0.1825255902839176,0.7303720953829571,0.8966782623450346
+3918,2.60090265625,0.55293765625,-5.790973020697395,9.21316198624854,-5.326229382193155,1.8765600372048832,-1.1720341430961947,3.439670577562956,3.1921936901927763
+3919,1.04403671875,0.26596986328125,1.0674273904106413,3.865995674623342,4.944274601021238,0.9478462152999144,1.7748535795328384,0.1609218069365001,1.2378702946358335
+3920,0.977491875,0.10845966796875,0.6455726436610989,4.612404977534718,5.249090869177971,0.5357200330790834,-0.0001287648463337,-0.0806000203353023,-1.2109470850719322
+3921,0.762015625,0.16397552734375,1.2797661654893753,4.713785199783855,5.072449968952913,0.8798801005886684,-0.1204969933202969,0.5795358651507757,0.9698865315589276
+3922,1.2394775,0.133476640625,-1.4114289460021,4.552341139547547,5.497663774552076,0.1519613140859271,-0.2649197732847397,0.1217184533923842,-0.868079411244388
+3923,0.66594515625,0.07441900390625,0.0101722045724454,4.499933900987667,5.027364474766876,0.0257597451860411,0.0452322180237002,0.3898193448438605,-0.75354314175515
+3924,0.844526796875,0.16533955078125,0.4471252458100015,3.70946010735752,4.9408963621423965,0.7354278707421957,0.303358760503796,0.7349347388758911,-0.1701413033776663
+3925,0.98886453125,0.13987189453125,0.9499011673112564,4.868954784933793,5.603977872923337,0.9149252404187675,-0.3567383751584242,0.8831993400406783,-1.5492090784781467
+3926,0.837456953125,0.100866005859375,1.0953654731693674,4.327353228506994,5.510566877237559,0.5542684053264214,0.2543366589707715,0.0490559608101205,-0.1483618902434251
+3927,0.946240390625,0.0689574853515625,0.2863228086186571,4.482019783430596,5.049895550759378,0.345014607067912,0.1604230352387279,0.2160004014305538,-0.1293636326740869
+3928,0.9812803125,0.1174149609375,3.820399365009485,1.8110257520488608,5.190920259437421,0.6378196743421649,-0.0338736748280261,5.660608720388707,-0.4689851034004503
+3929,1.0483615625,0.16728927734375,0.2033993362932077,4.439431502890711,5.339406598413287,0.0718613839159097,0.0490653977537548,-0.0013583237724353,0.9943885155871784
+3930,0.89834984375,0.1777112109375,0.6330470436421379,4.18543973068867,5.233870047037048,0.6577411766247531,3.1543602735586385,-0.0428025957355861,1.1192455462639683
+3931,1.218616015625,0.1137321484375,0.2870908166433423,4.777753133435824,5.317770439387757,0.7486503107026213,0.6567244602989023,0.026246611656796,0.4059145562726168
+3932,0.81869546875,0.0730219677734375,-0.7591865826466132,3.846586628376001,4.673745158995883,0.6330387149444726,-0.4824040063410719,0.3669074230622292,-0.6090848297002563
+3933,0.83690375,0.18605619140625,-0.569371362152715,4.837312705577954,5.548914868988228,0.9756594138206413,4.273298333287576,-1.0757335806148185,0.0280101818309236
+3934,0.93321015625,0.134577216796875,1.053910126029261,0.0242168280328003,4.967522855173302,1.0761743530159522,3.539740304777488,-0.3113034465874486,1.1298329977887664
+3935,1.6685,0.24785357421875,3.9851078799171726,2.660064201098089,4.637467013002356,0.4019076246465148,0.8722885642931029,-0.2347106131410718,-0.1233933790820599
+3936,0.897643828125,0.09329455078125,5.556159454450697,1.0782332513146482,5.008461592233345,0.1348214050895656,0.3055714447250508,5.903409818306678,1.9368337458749805
+3937,0.7933565625,0.091561455078125,0.04562968373109,5.048056919014265,5.361842314626313,0.3612441301006134,0.0981874337469414,-0.1198424062911905,-0.9566661765623136
+3938,0.8706396875,0.083273466796875,3.734545123638364,1.7357308732681078,4.798131246178146,0.3737776763135765,0.4402747323471386,5.798503283511929,0.0417615330996429
+3939,0.95262125,0.12756685546875,0.0522385307798129,5.139728832842919,5.445516150189545,1.0977629664423771,0.5534836829351676,-0.2704844107458208,1.390044522311935
+3940,1.172372109375,0.109675478515625,-0.7107538797939107,5.025341915497357,5.5358201120276105,0.6447901822450524,0.2113280010151408,0.0947541378075632,-0.8444304105614506
+3941,0.868780625,0.135436572265625,0.716009258330331,4.475696445906923,5.076473005247366,0.3975379935321093,-0.2677216765272003,-0.073347090644128,-0.7888129863449497
+3942,1.0053953125,0.113062431640625,0.8693921797458245,5.125144641911462,5.665074648775708,0.7330115108669174,-0.2033827093053729,-0.1153248446276381,-1.0241622455043191
+3943,0.928320859375,0.144999765625,1.3041391941823106,4.499958565414516,5.10453624081304,2.1804908779489045,0.615120681584389,-0.2038331325838448,0.323544028674104
+3944,0.680019921875,0.109675478515625,4.591992052520456,1.1739534945799754,4.923893389478978,0.1491750939397584,-0.3551882924674808,5.650903169203269,1.9910555696747496
+3945,0.787599140625,0.175390625,0.0120498353567033,0.4361888629535511,4.989115978944729,0.4537830841898515,2.720632479657777,0.0478188973713906,-0.3436404132143408
+3946,1.4335978125,0.6547042578125,3.703446253453844,0.8667573219047651,4.988685337557887,5.443958068309537,0.1383051993176301,-0.4895552913132923,4.284652300980665
+3947,1.300196640625,0.463523828125,4.01601159881756,0.0564874844059872,4.998007578587046,5.334454824266945,0.7801535565302812,-0.4538891064490461,4.208270945608177
+3948,0.8219284375,0.118650576171875,0.826897129972203,5.363740225898782,5.641158795806781,0.7141771431574867,-0.3858860020101052,-0.2479062221596367,-1.548815518449568
+3949,0.865660625,0.105417158203125,4.01274517581171,-0.4661821622185451,4.618900135305301,0.8180607879008808,0.5710585232289621,5.513157463427242,2.011597921682264
+3950,1.030694921875,0.137488310546875,1.5496932427509895,4.764037529240949,5.059175613090232,0.7148413495098348,0.2926337255482829,0.2565051989687253,-0.0699257319077442
+3951,0.944801015625,0.13662716796875,0.8320296075422804,4.454956927401759,5.312998798082695,-0.3281964993340099,-0.4277275330670167,-0.1723314982310905,-0.2658447533681543
+3952,0.940994453125,0.11337689453125,0.8782864014655017,5.381735747392783,5.656322344589869,0.1333281644300381,-0.3805442992483736,0.3119903102456787,0.5103822852159418
+3953,0.815306875,0.131327685546875,2.04491734708104,4.135084560516691,5.298825094520746,0.4272000584074014,-0.0327233296553029,-0.3493728772937785,-0.3729955885703047
+3954,1.108793984375,0.0773510888671875,-0.0109331306161693,4.514186466797585,5.630673559435828,1.5386863919609273,-0.0698484975749912,0.5442312236480212,0.8586203480126593
+3955,0.99186046875,0.33800984375,0.3659742316693793,3.8254981249915434,4.39531314845825,1.0346504139200872,3.5792959711544503,0.8640359289629103,0.1171004533487709
+3956,0.700386171875,0.091260205078125,4.629059031461479,1.299873733326796,4.751281351436217,0.1323869836071353,-0.1354045640815679,5.130467220621809,-0.8916529992880339
+3957,0.77472984375,0.08976595703125,4.387731301604439,1.4466209856290742,4.80691995931952,-0.0818383270069408,0.0228758810409321,5.613326530466579,1.9674172744628844
+3958,0.8661671875,0.10043033203125,0.4999288417520607,4.779904807182589,5.353165956794204,0.5584649789495124,0.010680439345869,-0.2171674426577183,0.3567775039257809
+3959,0.697943828125,0.124808193359375,0.4898506034353148,5.324277274226124,5.415995887218531,0.6246825584812092,0.0290027913277871,-0.0051711914715776,0.688250445186061
+3960,0.863153984375,0.1806396875,1.0166595757437236,3.95319570932277,5.021646542865504,0.8332985326771867,3.33714201044502,0.8532125939290318,0.0830049907851806
+3961,0.868940625,0.119589130859375,-0.6985563112600266,5.357948980816564,5.558190503679773,0.1578277103225698,-0.1728665708104378,-0.6470149910947647,-1.0466719019613944
+3962,1.1274146875,0.0839023828125,0.4927692807698476,4.632020159059117,5.400516677452635,0.4606317175419412,-0.3350645256976807,-0.1906419103392114,-0.9323682720463892
+3963,0.87338703125,0.09693775390625,4.726608438478412,1.376044631337772,5.070751386531756,0.8783517320130321,-0.5929670045073029,5.514007170414573,-0.0098678986152377
+3964,0.741008515625,0.149429697265625,4.586730130518159,1.1435054870312116,5.224814136504297,0.7312177820998585,0.3274442049931902,5.870583528322354,1.4231672777235695
+3965,0.814624609375,0.08243693359375,1.0565748532410577,4.184023401681063,4.896829297901164,0.6430070312658448,0.0209088230859262,0.2611174774839351,0.4756784706815875
+3966,0.975096875,0.076183291015625,0.7260745455668333,4.827642644287246,5.514133625590717,0.4103763210782966,0.1346864939488513,0.0403028171368458,0.1704064098934532
+3967,0.7484546875,0.1852742578125,3.8674232378006335,1.6059807201093184,5.1746929116494975,0.9518144087534764,0.3676550681374408,3.824756529493729,1.195149020213596
+3968,1.155707265625,0.24696666015625,4.839548477212114,1.4106930997138056,4.679505476865584,1.780479769284638,-0.0230713797883585,-0.9557863190269,4.810167826134833
+3969,0.793455390625,0.0796038623046875,5.226501956293318,1.7111594097879028,4.935172930013763,-0.1772161631071729,0.14001681098971,5.688528386074915,1.5707727351108514
+3970,0.96705140625,0.1226268359375,1.1635260245459085,4.666243725511592,5.251934989902151,1.0884455711463938,0.0796498563114465,-0.0548937229691998,0.978949992081572
+3971,0.92936171875,0.129504580078125,1.0698371103022095,4.2582814569583975,5.304944295114309,0.7292858092928074,-0.1621043598245815,-0.1497023322542153,0.7447313908736461
+3972,3.228560625,0.5063141015625,5.988521820957134,-2.1504542948766345,6.031970168595829,1.828451259140102,0.9684074814054572,7.1879163967069015,-2.3622498372248355
+3973,1.002249453125,0.121465634765625,1.3944022647833274,4.345926485705555,5.5788622323931145,0.4495008406064168,0.2098036291081563,0.1695176387873238,1.1211838234049598
+3974,0.84270484375,0.109004560546875,0.0609914066721362,5.039991126158254,5.176684170974637,1.197531881496864,0.0166922757403521,-0.1974938786404364,-0.4602174849769208
+3975,1.02339140625,0.10466583984375,0.5319738824691032,3.993181934611816,4.890919165275841,0.976718396436472,-0.0309821750324559,0.1970109609239914,0.1894013937027482
+3976,1.011243359375,0.298189609375,5.758319445875685,2.0566184206201723,5.368473039815864,4.287592168131723,-0.6182029269211603,0.4337334056397551,5.093882251855817
+3977,0.9913596875,0.69058078125,3.816830182694286,-0.6908326159744509,4.483997990249204,5.48329638888138,0.9881723681941084,0.7765588586571335,4.217622372731404
+3978,1.00865484375,0.117883642578125,5.024560698175231,0.829807070587148,4.814465569711421,0.2719112625413359,-0.0529475750567741,5.796043767191544,0.6248441751882172
+3979,0.5097046875,0.09664849609375,3.902035456226727,1.6714235990682142,4.999199806132368,0.1834669424648326,-0.1280626059535309,5.903674693146024,1.0326346060591671
+3980,1.0662378125,0.113630732421875,0.1998953497800318,4.472002720410153,5.588244319089272,0.1989601281758308,-0.506859864390659,0.5238453552832703,-0.5557266932824033
+3981,0.800430390625,0.133602060546875,0.9217420426402736,5.357344935197557,5.326816217952927,0.706396769731645,0.0605847963622608,0.071539431576992,0.5127803875565333
+3982,0.911743359375,0.137235068359375,4.384519830020294,2.0158990536502306,4.830810896069989,0.8465915318856565,0.0374234780943093,5.6816557916726325,0.355106470821488
+3983,0.690852421875,0.17313064453125,5.761829541031309,1.4190434484605896,5.112636175811651,0.2304908277347886,0.2497619339885812,5.409655548512414,1.921002923995225
+3984,0.79091796875,0.17341990234375,0.3923802068177046,-0.8985698561050469,4.951890618053709,0.3967736179975267,2.461518260416907,0.3252510841588931,0.7739782938124531
+3985,0.789360546875,0.10273171875,-0.8097894052297574,4.8056447650884735,5.28020022246695,0.1855603338358228,0.1031150840305077,-0.0572311337281998,-0.0252785194190207
+3986,0.71062609375,0.10031451171875,4.151171168152295,1.731567672310946,4.855632572519247,0.7409285099621075,0.0353016408878582,5.320265281806286,1.2658342105922162
+3987,1.24874078125,0.4532423828125,3.4227263608052847,-0.6598076934508916,4.507671866064264,4.528580642242204,2.8672292904179995,-0.5999213219318204,3.0359258954969306
+3988,1.12532546875,0.138456875,-0.994257445065583,5.022604127260426,5.218699463641083,0.3555095077892816,-0.4508847649028991,0.1848425195264083,0.964236041755284
+3989,0.8376390625,0.102608095703125,4.581075586756663,1.1098791306197269,4.8811187169401125,-0.1521354609838309,0.6455655975167982,5.586051277232328,0.030833314652772
+3990,0.935093515625,0.098425400390625,0.7625861084419531,5.461337042756827,5.116104932822062,0.5936249683190005,-0.0562222485439201,-0.181256616356339,0.7339697637268991
+3991,0.933529921875,0.09038345703125,-1.4166565578172388,5.381141468287868,5.2883821580250805,0.3194636287236947,-0.2501643059114822,1.0031826263956984,0.1993001927205156
+3992,0.8348378125,0.10690541015625,4.908644546536397,0.2972298426647473,5.280523723611934,0.5563383767118677,0.065383584313681,5.636271812411134,2.5961677580139213
+3993,0.582051640625,0.148355517578125,0.7615872970456187,3.953388818059978,5.384123474310012,1.6612522990545189,0.2935891231292583,0.0214299443044148,1.0289374645322842
+3994,0.972830625,0.14169740234375,1.2620995675538604,4.507315537042988,5.319869294606093,0.7795097116739378,1.338202973321016,0.1348215391494874,-1.4049946618862292
+3995,1.57633015625,0.4094288671875,4.158889202575472,1.1382060553386917,4.10860354869184,5.194795385861109,1.002922054431767,-0.1380884315459127,3.1289212997301776
+3996,0.71162640625,0.1068316015625,4.941292620306513,-0.748878880623855,4.944285209620344,0.5443125128780668,0.3429025621124151,5.424574705492463,1.0569325621450094
+3997,0.72413859375,0.109362822265625,4.782517947268247,2.227363589195894,5.027436088573545,0.5996711535748027,0.2630649370606267,5.8763934480231566,0.3270133273161996
+3998,1.15694015625,0.0809534912109375,-0.9655956728390722,4.775820087511595,5.276107638355653,0.8870444890246322,0.1186470605898007,0.6407238706682645,-0.3694623113311776
+3999,0.768961875,0.074558818359375,-0.4013433156622831,4.889655680931386,5.265037641905232,1.401131087080586,0.0948614527701724,0.3743907024284648,-0.4576683147513219
+4000,0.8594040625,0.123541376953125,1.263559663411413,4.722438690052248,5.638942826555171,0.0215342444251646,0.0042911543280691,-0.2048704670112479,-0.7008512899273439
+4001,0.963435,0.097942919921875,4.4331939839142604,1.8567511591318453,5.009684600781397,0.2824819728619798,0.391856858961828,5.791962285609319,1.8957210928052988
+4002,0.6245403125,0.105508984375,0.7376121854160115,5.2711669303932185,5.042715230336249,1.4887296071531768,0.1391112530697926,-0.1174771233439265,-1.0409446172488364
+4003,0.849491015625,0.25087025390625,3.829050556169389,1.2591064899615143,5.336669411514774,1.9877974733617256,0.1008252687644435,0.0094913588733633,5.093731893720406
+4004,0.974146953125,0.138688515625,2.319840213735619,4.745188190313812,5.3129167162508,0.2159871386862064,0.5188925499660455,-0.3933000609705556,-0.089840955210981
+4005,0.76450828125,0.09587017578125,5.166502591295321,1.7686816987752565,5.052900431871279,0.3974179743580831,-0.2548207208374306,5.827468744340098,-0.6730824087899666
+4006,0.83159921875,0.1435733203125,0.5688219476349897,4.94027927245117,5.563951051480215,0.7602167860973948,0.0030021954631134,0.2508726655399804,0.4149569266637435
+4007,1.009816171875,0.10368587890625,0.9800756222232544,5.315950050993261,5.4573163623607845,0.7312417799527934,0.1873915276783174,0.3125914812091589,-0.5489187554338923
+4008,1.037756875,0.14334228515625,4.34481233488548,1.0598124345576887,5.1600583623788925,1.3508186606883323,-0.1436024113807216,5.517915567932076,1.095891452034007
+4009,0.976490859375,0.126240634765625,5.090553601045282,1.4312101407283833,5.41825320465164,0.9112058103106736,-0.3329737589036847,5.368479860090548,1.8559178534615564
+4010,1.15787453125,0.109008759765625,-0.3832159678618151,4.902260701670071,5.344361326506848,0.2398786095642767,0.2673124345759381,-0.2470225514322053,-0.9212530527100424
+4011,0.98401,0.138919541015625,0.8731602983116995,4.567042009232205,5.365140604756537,0.4872226693716889,0.030514338318481,0.1009727720547564,-1.275013035403974
+4012,1.03685453125,0.11032837890625,3.069368799395696,5.03475343106774,5.578496488794503,0.7606531282466189,-0.6873995732264608,0.0881664976946694,-0.5007073666038465
+4013,0.83170875,0.0705783544921875,0.1778383986479095,4.308764233044963,4.7294746630297135,0.6661815615746685,0.08229778986519,-0.1394118898837257,0.7052674222301613
+4014,0.70118328125,0.129356943359375,-1.0475190742888711,4.723231555571397,5.480120888978281,1.300616723259616,0.4315896635072154,0.6407577358590484,-0.1538575349828209
+4015,1.13627515625,0.13741208984375,1.516700560831128,5.062137736458799,5.5626681414661325,0.8245263418623563,0.34055125222246,-0.1125537184029893,-1.4011529209500475
+4016,0.6060158984375,0.09145943359375,-0.644110533471757,5.460608058989685,5.514336102120026,0.4173834473547479,-0.8681370673187108,0.884813016283921,-0.1930886955897633
+4017,0.933229375,0.099700615234375,-0.3614922533562609,4.791929125310678,5.48605383567897,0.662196196762537,0.336315545441368,-0.6666945953387224,-1.2817653774410338
+4018,0.9650321875,0.1655801953125,-0.5410915366801223,0.6070893926111195,4.7403905897021,0.3373056729811511,3.853201564931142,-1.1854662623670953,1.359243313349251
+4019,0.867895625,0.08407580078125,-0.6619003353844928,4.749586716903838,5.283723341634681,0.6516970197660183,-0.2934986971435045,0.1435967444932649,0.7041271084455311
+4020,1.064121484375,0.142550751953125,-0.4216771440093339,4.855266126619506,5.371358469040466,1.467783977920801,-0.1135015565832843,0.1783009566470793,1.1932182703727925
+4021,0.6232771875,0.161403486328125,0.7907782203271323,4.454051596360249,5.402473184203155,0.809445145582086,2.343447358066352,-0.6065581267557373,0.3614507947231205
+4022,1.3872,0.4064344140625,5.429889724253984,-1.6386724206565315,5.4309555725223255,5.601239089273365,-0.237800424644313,-0.1439093286976876,4.944645378590329
+4023,2.30376046875,0.23287572265625,-0.9651135968211284,6.281910799464551,6.132141340135603,1.4456795425591396,-0.448380582956874,0.2502033034468712,1.766099049269011
+4024,0.687545703125,0.113183662109375,1.1157702269971588,4.88655099535695,4.998978109796577,1.335135759390594,0.2488705107314141,-0.5772134548164314,0.0892326172033813
+4025,0.637566484375,0.120522880859375,-0.2967785635574482,0.1482026424631023,3.521864794007444,1.298582436867631,2.8488328301944703,0.1279960538125095,0.9230029594463444
+4026,0.768396328125,0.089077041015625,4.679922782671435,0.6286910495511278,4.804754909410615,0.334529547530652,0.0450023403406172,5.820165013730399,1.479536463272773
+4027,0.80949171875,0.14773201171875,0.4406202013416128,4.673584956771681,5.47143465052879,0.4419297646449273,-0.0858066196183177,0.5717725095201442,0.0405284776830989
+4028,1.5404046875,0.4774405859375,0.7344604119505824,0.1223501330053015,4.962010945206785,5.182919435895261,0.115262329653031,0.0063641073220383,2.4160363497443846
+4029,0.8841290625,0.121403828125,5.6885115959201125,2.08267405817765,5.092879058555598,0.3567668545462331,-0.725325492652356,5.951399764799885,-1.1755882230526096
+4030,0.86495171875,0.09370201171875,5.42187601178945,-1.499658304610225,4.914810396086628,0.3005662546699114,-0.334904761668131,5.789147842739938,1.2072469870925695
+4031,0.85415,0.074297177734375,0.676980822280941,4.467547559218258,5.146842380940459,0.8765507544424698,0.5984911938488855,0.0540074996384767,-0.0351597982208289
+4032,1.15057859375,0.12283986328125,3.401560807808292,4.129413392470108,5.588433061854034,0.8411235244557447,-0.1214207446092663,-0.0930121390514014,0.5880592815368122
+4033,0.831328828125,0.124676767578125,0.9736542194587312,6.070513301037873,5.632879815549105,0.4895827037646738,0.0844448582665395,-0.434937068923818,0.001262521702269
+4034,0.858310703125,0.1376839453125,5.330623695963413,1.502753506611691,5.668728917687994,1.2074596271675844,-0.4289611801902526,5.812518339101054,1.7270499715039267
+4035,0.900186328125,0.12306490234375,3.1994838473479263,3.817355544620389,5.209985546019105,1.0798705826302184,-0.065991922154739,0.3086657116549443,-0.7116092328640751
+4036,0.962844375,0.117102314453125,0.7567848333831139,4.929306409062836,5.821738064482013,0.6366461065191772,0.0481770332263817,0.2181276506945445,0.3493331815246343
+4037,1.210458984375,0.127637060546875,0.9222591101334212,4.724000892677495,5.732891681180781,0.7018243614155134,-0.1936331432435269,-0.1220232908904137,1.1271571498985269
+4038,1.248213046875,0.5072087109375,2.3191852880779145,1.8398760534086545,4.274075714760346,5.055421641324568,0.0191330261495873,0.4750145799491275,3.1430666091292965
+4039,0.79756359375,0.120461669921875,4.251866141946746,0.4945931081658426,4.940688184261146,0.8556421172117128,-0.3762176718479089,6.069166933411058,-1.573553692974588
+4040,0.643268671875,0.161884775390625,0.4801581590389358,4.942819331591244,5.139102009100434,1.3001234153459893,0.4006457644540523,0.4369529960086878,1.3029354415777816
+4041,0.962674296875,0.117069306640625,-0.4756088473768818,4.28294220527627,5.296684319004572,0.403724518221053,-0.0288731506457583,0.9643084151848276,-0.0061563389633501
+4042,1.01347140625,0.11525759765625,-0.5263244357251761,4.188287894110601,5.289373232910185,0.1249634536533339,0.417734862983021,-0.4498406519034633,1.3409381154078164
+4043,0.8637340625,0.110783857421875,5.130142465957755,0.7967361871216546,5.194001510176942,0.4840004208944447,-0.7801704397975344,5.618014708987335,0.9784134876528016
+4044,0.993203671875,0.11447927734375,-0.0416338807434354,4.44366465574857,5.815152934151072,-0.1378962363564703,0.0470142226173803,0.4699056778888142,0.4306862947440951
+4045,1.258739921875,0.22081990234375,1.4911788583449488,5.41161990010524,5.941038676259798,1.1589314076429815,-0.2375362990425914,-0.1809633372062933,-1.1520718029651889
+4046,1.017123359375,0.118246103515625,1.1545211164812068,5.273027424206992,5.589150712831073,0.4615373171535676,-0.1718571827381717,-0.1095414544998145,0.9750345621770374
+4047,1.799713125,0.2178253125,4.885685833630676,0.90182732096199,5.5018110198400665,0.6942828926700615,-0.567234251002263,6.655424380231247,-2.151240765206995
+4048,1.09238125,0.119828564453125,-0.5568929846392389,4.541648660594267,5.665596554732703,0.7196670005182351,0.327107467403355,0.0874590955574011,-0.7045895798283062
+4049,0.719914921875,0.18069669921875,0.2440414707817136,0.1816628300136355,4.318941055881892,0.8235095766130285,3.650534765912047,1.4089094929754302,0.4135113439373153
+4050,0.8499215625,0.106314912109375,6.045678254534056,-1.7722773012518502,5.305879842298904,0.3554770168029256,0.9790182601798412,5.486363341654212,2.2901621918405093
+4051,0.887415390625,0.1498395703125,4.308589740027342,1.359818665997996,5.147091284865702,-0.0863637906236817,0.1328906875628424,5.693514778091441,0.915003964380536
+4052,1.575560625,0.4473009375,3.702909799055265,1.0071820763975523,4.78943202200192,5.235319801175158,0.3547216418156458,0.5863341355106161,3.113343309761015
+4053,0.86488015625,0.145244599609375,0.85661352622874,4.279936643558438,4.826870828340844,0.815443855957343,0.1390855210270218,0.6456509763801882,1.1781429242238606
+4054,1.727744375,0.692183828125,5.092323279970338,1.5333426123373135,4.8226885682124845,5.3467004885417815,0.5994820689644131,0.943503419211615,4.049122516755639
+4055,0.8325228125,0.120666904296875,0.9678168917692412,4.902658975069421,5.654775255084735,0.2513030955548073,0.1236217581013238,-0.1638930373534636,-0.8093766919917668
+4056,0.8524509375,0.0925990234375,4.832681279621937,-1.2675409703693823,4.703665633080727,0.1185220203336749,-0.0308054189666424,5.265120987863404,-0.4826670825182285
+4057,0.6420289453125,0.11289681640625,0.3026388512127071,5.580381715098854,5.247901796004981,0.774424585636476,0.520826287147802,0.5172824220264547,-0.4558382129903263
+4058,0.72725234375,0.0758226318359375,4.374091944574799,-1.1291767150253116,4.883721188526473,0.1087322479072954,0.3878935251975169,5.626733794351823,2.4073681563674243
+4059,0.5579702734375,0.1608951953125,4.8828525971879655,0.7284380512765655,4.94153743532904,0.8128627208919664,-0.0457072722331799,5.782202910905392,-0.6815282631210572
+4060,0.8569478125,0.25137435546875,3.062336663692601,1.0220739714749572,4.314476936982477,2.796027448323128,-0.0012305955130182,0.2816366870176809,2.808012961794982
+4061,1.0213015625,0.15063169921875,-0.708789491132856,5.762958893541207,5.330542341794224,1.2797272022459525,3.884129199016866,-1.029131282170884,-0.7085475436274017
+4062,0.85753734375,0.134042529296875,0.8261981076557166,4.352845824756613,5.342583491255969,0.3252184288615056,2.248971481165793,-0.0028940720229333,-1.2538621677816002
+4063,1.281489765625,0.24171197265625,4.863800651582141,1.0711183636515011,5.824661087359171,0.7347870878768046,-0.0158222220812814,6.585677615467216,1.4356803523577912
+4064,1.070971484375,0.1520209375,-0.8250139513429302,5.110560812138596,5.657554922747624,0.6349299111817089,-0.6117350596713291,0.7158040643732216,-0.7003578834660459
+4065,1.43975390625,0.438143515625,3.0902953033879896,0.4297796931221731,4.789687041503627,4.958908564811531,-0.1797920269006644,0.6321460787986299,3.1798736247482378
+4066,1.03187578125,0.14160619140625,0.0628310105635169,5.663624036447187,5.36868430990153,0.7132867657898814,-0.309700658919294,0.374274137389582,-0.005023076394837
+4067,0.774346953125,0.097063173828125,1.231849746442228,4.820518207603301,5.435105384031776,0.3804758418623362,-0.0580027875101661,-0.0971942678044759,0.5316774928341761
+4068,1.29011140625,0.098411591796875,1.960191259877466,4.183734299899731,5.440996470051834,2.159653769565109,0.7963678129471673,-0.4089448536144498,1.0247110428847184
+4069,0.732769296875,0.16123787109375,0.4065334079343878,-0.2824318976253137,4.245806431213119,0.5199782031069915,2.989309336251341,-1.1363528869069657,-0.1013034955815239
+4070,0.788131328125,0.091290810546875,0.7252541316213561,4.72660140890798,5.3088014141961,0.6061854546520343,0.0383751088757021,0.2780438478691647,-0.4549888139105003
+4071,0.8094271875,0.11908263671875,1.8636662688190495,5.571863304632728,5.400324839936207,0.5613499775283142,0.2922333844963912,-0.6149603255378726,-1.324965581863264
+4072,0.68869375,0.12617341796875,5.1740660459236345,2.2131541166014284,5.225246498100935,0.7486383743957189,-0.1378436643820685,6.0844734469033845,2.724573967136763
+4073,1.14691640625,0.16825783203125,5.360671900188438,5.062246173944417,6.224800910187152,0.5696491513869067,-0.0549661196793344,-0.4911840243970237,0.0526423574552119
+4074,1.047838515625,0.105033095703125,-0.2540755753317101,5.650250368583412,5.567531600768087,0.0999537939225264,-0.245677861534108,-0.3944527896213953,-1.2387421218851764
+4075,0.95858953125,0.1072438671875,4.604980712240073,2.082632930845297,5.223838495025759,0.3260186724899735,-0.4544649112015479,5.672834530441116,-2.163665956356816
+4076,0.799025234375,0.10301916015625,4.414623425865532,1.9017515917412329,5.162754728070644,0.8963770363655525,-0.3620597215769835,5.181906697910026,0.6328018328182468
+4077,1.190888046875,0.3540036328125,5.780631550417518,0.0464274050040718,4.234959281414914,5.4920726372049655,1.5857433694899377,-1.0716931950455453,3.98243156312994
+4078,0.98181546875,0.148530146484375,1.289873768152518,4.680759860219397,5.178161140033976,0.5136694514384073,4.138897934450675,-1.456440569703764,0.7317648023278127
+4079,0.574282421875,0.1692851953125,0.2847970972225122,-0.0945003057230195,4.300088966823887,0.5532072237264001,3.654012653884195,0.5509951327236822,0.7759555797762522
+4080,0.63785671875,0.18717658203125,1.9314253128729488,4.491589697241464,5.303002097985922,0.4074727558039543,1.8995507184864548,-0.0742606054218634,-1.4450056302876442
+4081,0.784728359375,0.0741999609375,5.459232654663051,0.5682424278183262,4.559975031550792,0.6824346723696006,-0.241558135026733,5.067148636904184,0.7876383877166138
+4082,2.077925,0.21186951171875,0.3568414776475168,5.405353750773686,5.983092619404852,1.4746436453966796,-0.1851232403622368,1.0362871641435938,-1.270334014474911
+4083,0.29299736328125,0.0269852954101562,1.819871659012606,6.583251190808872,1.0700884916304478,1.522749959509104,0.051652322601343,-0.475441906939101,1.424817183542357
+4084,0.87021671875,0.098875478515625,0.471829273302585,4.807599095917131,5.366575568495953,0.8467057589245347,-0.7287080535090498,0.1291641880085223,-0.7539046770730824
+4085,0.86404890625,0.110537822265625,5.332658570770799,0.0406994855226887,4.875369787766775,0.6097807661255124,-0.2201540576510333,5.427826304447976,-0.8441832715972089
+4086,0.71892171875,0.0892720703125,5.844104938244408,-0.044223707462902,4.666926511227138,0.7863992461256901,-0.5378871903417537,4.7842593013115895,1.1684582676568602
+4087,0.773118359375,0.0913640234375,5.25038472810821,1.736859912519278,4.9251886849122,-0.265712455667969,0.7187524632131272,6.209087872133319,-2.2673472994645536
+4088,0.785135703125,0.074462802734375,5.228184301926042,2.798596410793885,4.721180282915226,-0.230963304704557,-0.2704884064132999,5.851226087080401,1.8202958783629104
+4089,0.872542265625,0.0708243994140625,5.193964047416873,1.3771459052323256,4.951460155667178,-0.0088193977192395,-0.0060045860986943,5.345132668897406,1.4977452589452664
+4090,0.8237415625,0.144419462890625,0.0417835201631434,4.811593162655574,5.7498218806437205,0.8579700991732091,-0.3447400254316825,0.4401585999732578,-0.2127418823371085
+4091,0.929658984375,0.157708076171875,0.917835091706764,0.0024896000775398,4.20203070490984,0.9111905373928868,3.8735304596808993,-0.3446928909703876,1.504527074816948
+4092,0.88969671875,0.11169361328125,-0.0600628948626507,4.875637864068254,5.620226405209644,-0.3483427060219322,0.3049441912831306,-0.1385270429813572,-0.0529459546728404
+4093,0.8458271875,0.14667583984375,1.601722517481358,5.064954343021591,5.438641465009717,0.5573880135056701,0.0301144430353537,-0.5600231147656858,-0.4343795913265939
+4094,1.7035896875,0.09113658203125,0.2545334953075249,5.248105264677816,5.439469952461983,1.2009365817797986,0.0777602510097643,0.0638863779857892,-0.2550101152698191
+4095,1.100163515625,0.096672509765625,0.3770927368381049,4.357960408042721,5.237722913904349,0.5348906605674848,-0.2637900516286209,0.2309384067883873,-0.1271604014073252
+4096,0.6427444921875,0.127528447265625,0.23293428623795,4.286048756704887,5.525984286021996,0.4428477795569139,-0.0289656363859688,0.4097992242608387,-1.115560624369011
+4097,1.53712953125,0.69719703125,3.227235758494684,2.118358042494155,4.59215405490112,5.348730149416372,0.1084155018045143,-0.451233141171081,3.989095509147669
+4098,0.9596546875,0.095607333984375,3.66419662021908,1.2739237619633217,5.078060025091334,0.234085856088862,-0.1354919046121537,5.623660768745409,0.8490996407266805
+4099,0.783298515625,0.08853935546875,5.246674709771264,-1.296894636079434,4.343127409569458,0.725084430757037,-0.0142662234118266,5.2715114247214405,0.4493826255319171
+4100,1.6268065625,0.414971953125,2.2352090346953237,0.4078092327266595,3.3565529652318755,4.152714174630863,1.3044647495533692,0.0183426686638316,1.3701746410655042
+4101,1.019464921875,0.0633867578125,-0.6408822979999432,4.117358676413002,4.729697803683425,0.0121647067420377,-0.962143201940072,0.2295744099189951,-0.7258065450779221
+4102,0.923056328125,0.10007927734375,-1.1368775342342636,5.921500710142125,5.344993805860931,-0.2184324810065933,0.0190211169857587,0.0227363045870846,-0.1908677785126755
+4103,1.072329453125,0.14085666015625,0.7506296517069236,4.500706221482856,5.634766327065332,0.6146221880434847,-0.2630010928351877,0.243140411016708,-0.703376757201623
+4104,0.885560078125,0.124081474609375,1.471722600868178,4.623610189185833,5.415277728760851,0.5897339880750175,-0.1518153703869095,0.0704587102069938,-0.891745043347018
+4105,0.967481640625,0.1021130078125,-0.5752010694051287,4.248026409376403,5.2424358442177965,0.2662590252691061,-0.0681855133239786,0.5872305600486748,-0.3935910433258379
+4106,0.8399603125,0.092453798828125,4.971444993719032,1.0032427725414113,4.904444998764519,0.4904930339598967,-0.0915073983773144,5.548198103108749,1.0932303849880096
+4107,0.75051875,0.149840166015625,1.4019185851745546,5.376326410544167,5.333101997351919,0.6750694057173036,0.3187066933432702,-0.0114975368628501,0.9578226609757686
+4108,0.998666015625,0.12475837890625,0.5454038434767795,5.117246461123222,5.361367673306745,-0.0541059663147288,-0.0367669049474227,-0.049669284655437,-0.2663947831850916
+4109,1.041776953125,0.109999521484375,1.0317263177320932,5.325884210538405,5.554703848192606,0.0853941905154508,-0.098424014475459,0.3978351625169914,-0.8408454892153271
+4110,0.9207078125,0.20435947265625,0.5217254299086662,5.01081286195408,5.563172823705703,0.142773161295248,0.5171457867490419,0.3631157246415258,-1.5931081229452306
+4111,0.813532890625,0.126202822265625,0.7363518062257317,4.316419101331233,5.55770214001524,0.6957184253712739,-0.058027148387365,0.1252985661484533,-0.0106203174971311
+4112,0.847681015625,0.168463671875,1.8149887544636776,4.612497453893328,5.335112616524104,0.6426163686628323,3.801868459254433,-1.5561260124538598,-0.2876141949679532
+4113,1.3393490625,0.4763148046875,1.744902865341277,1.3540465709653997,4.66741866612038,5.044270531245413,-0.0434627854974903,0.7266004423926188,2.9880756132901207
+4114,0.8711309375,0.10110724609375,5.3020381405622405,-1.876636591401356,4.871554017156894,-0.0147001522257793,0.622138385260929,5.892688119801381,0.735730063445751
+4115,2.4479153125,0.289826953125,5.840328996825416,2.124019649649669,5.52728340461457,1.016208267315724,0.4722829011489983,6.591775051135074,2.057284975088599
+4116,0.831329921875,0.1695696484375,-0.5406272099021601,0.9631365956512604,4.648329709947824,0.4638286843829639,3.4071461641013348,-0.0647840228997539,-0.2824003539966032
+4117,0.85350171875,0.18746404296875,-0.8301216783529198,-0.2048594886534326,4.519126518119953,0.8829875210816648,4.365668122374736,0.2320429218643297,1.060947262075851
+4118,0.996730625,0.12370041015625,1.4193545885122945,4.642355465388333,5.695445113966527,0.9430483858003792,0.2863911882566253,0.2057069595071267,1.4811215440962506
+4119,0.968286171875,0.12481419921875,0.3681977939504565,4.587678424058596,5.618162237305998,0.5696682588878308,-0.2567559325725896,-0.0706470456625529,-0.1265067491753307
+4120,0.89842625,0.17046201171875,0.5938227230343522,0.8922161475607568,4.389544029209155,0.5952816634907367,3.9799157584694576,-0.2129190778865177,0.6929119484332169
+4121,1.299702265625,0.109537451171875,0.1000888576672303,4.277991308431476,5.479664877057127,1.884042542284753,0.2217226682960149,0.3827255793151216,-1.1740425061487854
+4122,1.15220234375,0.1264506640625,0.9722034777041174,4.871545200874998,5.537196429845551,0.7263604689851225,0.0348542735608225,0.813396693798445,0.534473434823177
+4123,0.67267140625,0.144432666015625,5.201795350474484,1.6691625272776176,5.462362852226783,0.5382001436599833,0.0294218461829327,5.282567639121872,0.8683310181929653
+4124,0.948685625,0.082736982421875,4.926364020293381,1.0154979101692838,4.852064307446073,0.1934860900537765,0.577057087346688,5.773305047365716,0.9743219106895497
+4125,0.952884296875,0.1199521875,-0.0729185696981988,5.3404168453966,5.8251652370340965,-0.0105135776537955,-0.6468166878091429,0.5845017170193477,-1.3008177932994718
+4126,0.947135625,0.09312171875,1.7188248123079746,4.946065796255525,5.425339639509827,0.1571556974042394,0.0008454511020882,0.2758409368874983,-0.3254515209777513
+4127,0.6118672265625,0.128120146484375,0.5871702192561795,5.271935028986119,5.467906149103296,0.3023916334237947,-0.1581588173005247,0.5153358042621116,1.121484164071919
+4128,0.80553625,0.128942275390625,0.0738217624521489,4.728333967595035,5.717556325601889,0.619048189749742,0.167771768650409,0.4609666402667826,1.391994550430645
+4129,0.828221875,0.089608125,4.750320956201555,0.5002710028811755,4.705064776455886,0.732349372186583,0.8361625226658173,5.648307466145208,-1.1558860762775576
+4130,1.146161640625,0.1217296875,0.964581078323526,4.694022317423746,5.34617466272494,0.2549195195564416,0.259714142689014,0.0620340627114708,-1.1208340882171526
+4131,1.16795609375,0.110130947265625,1.9260338128268697,4.873547897726864,5.409531238986147,0.4243772369542906,-0.504721685433373,0.0748790722059428,-1.0700596160077969
+4132,0.980260078125,0.14151857421875,-0.3313850333264365,4.850547672587604,5.639062579464103,1.08252490622537,-0.0579446794219796,0.2824438398714659,-0.9032824270322216
+4133,0.6967490625,0.17982416015625,-0.2557443450101411,5.213449224286799,5.002179657779128,0.804752118288508,0.0209967054765887,-0.241789491683523,1.237819291390936
+4134,0.688062265625,0.100423134765625,5.048466947873011,0.2053748685623002,5.01784863842733,0.1384027717804516,-0.4067122575009453,5.766924855343614,-1.824352226576586
+4135,0.883309921875,0.0813483544921875,0.6491904390965676,5.095313485475603,5.123068127411495,0.5466531521652364,-0.1262294097791731,0.3283113517481829,0.0985930550805121
+4136,0.8907090625,0.113892978515625,3.868072893410405,0.9048872291088736,4.09827984189875,0.7124738198885868,0.3100836506734568,5.7744698112584265,1.198748854181662
+4137,1.11197140625,0.13386009765625,-0.1375826599855307,4.613734780062446,5.208029509944034,0.0076302734712737,-0.2332639035558778,0.5619554327801152,-1.1627186567543637
+4138,0.957102265625,0.131970390625,-4.3807476253135045,8.68736212296892,4.751205835037926,0.8225274118539792,-0.5629572491857855,1.8689942878783956,3.7100131746180582
+4139,0.791208125,0.123734013671875,1.0418187592971548,4.19781532016003,4.859864767984062,0.4256100282460502,0.1446774758012886,0.64044401004121,-0.581258719700095
+4140,0.732805703125,0.10517171875,1.5701564975666409,5.376253323437238,5.795022604614567,0.2880671937911199,0.0702315334312967,-0.3178446933779208,-0.5783721517891083
+4141,0.884511875,0.10722646484375,1.2604829541200957,4.919530625248781,5.624968446136211,0.8656920530140336,0.0495782678945952,-0.2785897675097369,0.3785075391809758
+4142,0.96781234375,0.1661166796875,0.0452342358567824,4.452983507568645,5.344133285865849,0.7508008878552987,-0.0013022350036724,0.494415329079725,-0.3919146110311519
+4143,0.8168303125,0.12687673828125,1.772534330849826,5.294725142949014,5.244327915542725,0.5000193794000478,0.1130596565641718,-0.4421697191359189,1.6014904278585846
+4144,0.806593203125,0.140717451171875,-0.6629380675984868,5.019996410369784,5.735008380895754,0.3871797196026905,0.3448933419143672,0.5459859911455136,-0.0348427718139419
+4145,0.739046953125,0.087201728515625,4.2079138091080965,-1.9125123275865648,5.115957063025948,-0.0179717978635981,0.2540521527681899,5.3800029167500325,0.4296544793899227
+4146,1.155608828125,0.140601025390625,1.7994711773919998,4.824973131658841,4.878462876661186,0.5450502990988539,1.4271408798112624,-0.62815989434518,0.8025682197760877
+4147,1.17973140625,0.24861509765625,4.580126755242472,1.4357467153256391,5.383026326760128,3.710070291354808,0.2057011327772383,-0.0050429145079002,4.851753280192192
+4148,1.02736421875,0.12273904296875,5.391407721017645,-1.789275598138667,5.201505671571544,1.2630036435866183,-0.035561808145195,5.448378806413654,-1.4524731552373429
+4149,0.917369375,0.12900830078125,1.122339221523657,4.847517237638844,5.525983900516857,0.7594331904261381,0.3790238593062865,0.5815333031253258,0.9718906771351632
+4150,0.9996421875,0.137356279296875,0.054908846633383,5.227128979822683,5.266777221061041,0.5570045690720623,-0.1226993549557335,0.2342643908922754,-0.6275218664906448
+4151,0.81450921875,0.1338391015625,-1.293289180667408,6.09043479188921,5.597401722867169,0.3511843403023935,3.774461730068006,-0.9387735186226348,1.0655004145798264
+4152,1.117987734375,0.126975751953125,0.3565920161854358,5.150800104324866,4.977774597919278,0.2951476796475856,0.2644713646761696,0.0521742118262176,0.0702687349282555
+4153,0.892626171875,0.118300703125,2.4986610794175634,4.353325338017242,5.332768967956119,0.56802554889822,-0.1557765699269309,-0.8057479359534615,-0.2747036572676902
+4154,0.655449140625,0.107223466796875,-0.4673787466378499,4.977726599418959,5.207715182495354,0.2099732002333661,-0.186059369264979,0.058099624465684,0.3167873726651796
+4155,1.44712859375,0.4639207421875,2.6558582880203634,0.8707878165038092,4.596146860159823,4.90436091626804,0.160240762850719,0.5801572154729228,2.9131396139163943
+4156,0.828888046875,0.064859404296875,4.981095066122361,-1.9719847016413847,4.538672776028716,0.7109706144345351,0.6813019040281819,5.508678324087961,-0.6059266705689202
+4157,0.57092515625,0.1301034765625,-0.5712479245315268,4.480908036711787,5.385798920902571,0.8704357111905695,0.2111171948449156,0.2132873839939061,-0.5432878901542297
+4158,0.7873028125,0.112848798828125,4.253069888269034,-1.020398379173788,5.127032810593452,1.4775167581639168,0.3682350353053469,4.757513198311467,2.326717504580904
+4159,1.156319375,0.117387958984375,0.885634279479697,4.660004835873767,5.684158873265579,1.1851733671658238,0.1039466884710376,0.3292663059376169,0.657759367831556
+4160,0.9418784375,0.10901896484375,0.3204632488107625,4.357942359552464,5.51447265807604,0.4053648383788453,-0.6075415307046401,0.2113044851039706,-0.5485000451542482
+4161,0.742716328125,0.1489412109375,1.5188150493397858,4.6202783307906135,5.568185541337532,1.3326504351712751,0.2338808386985293,0.2887555975458729,0.5515162141588317
+4162,1.183284453125,0.10920439453125,0.9969554334384564,5.061305500129071,5.518267495404681,0.1249750129795499,0.4208009786868294,-0.5599608392839909,0.9685048515584592
+4163,1.7268090625,0.3404248046875,3.9549763340764144,2.542211999556666,5.372326849753946,0.6884493484619686,-1.7651395409373705,5.952537532134038,1.4745064724141326
+4164,2.45165375,0.2794451171875,6.062549173922014,2.734246771091214,5.961800405343966,1.4536453511974818,1.1100405334936074,6.761133743632484,-0.2587978873941103
+4165,1.8358209375,0.663508046875,3.118752827297951,1.1733659179734324,4.504600854712126,5.173033963115789,0.116114733901105,0.5319706090638804,3.362518182557424
+4166,1.75513015625,0.1971443359375,6.378536332562138,0.7462100405997244,5.570935657159581,0.7287598278750156,-0.5074753243662714,6.32177101526088,2.046158948775221
+4167,1.158656484375,0.1398473046875,0.4171477540676376,4.155074196255562,5.719317098547721,0.6142903494208022,-0.1676135088833621,1.5226932878161274,0.3076003705975575
+4168,0.91001328125,0.0728779443359375,1.006265385154053,3.7566079470282863,4.501085553905984,0.1834982714852322,0.0250748309398589,0.3064690737451267,-0.184752988477463
+4169,1.39464484375,0.43686203125,3.76951589300768,-0.5740360846006771,4.605464197482235,5.151086544323352,-0.1848222889232944,-0.1297335883864824,2.76339473900723
+4170,0.87620203125,0.149138056640625,0.6238682027446031,-0.2521034300335132,4.804904488981254,0.1379405411629198,2.9138536991535755,1.0142574438674488,1.2070903496181653
+4171,0.677213984375,0.154282705078125,1.1870929681709936,5.126952108631175,5.312571787068235,0.5228511833860355,0.065287632537249,0.2320598581213192,-0.4823411299549569
+4172,0.6246317578125,0.0942955078125,4.046265877175838,0.6018205619038666,5.007790554243179,0.0531101893095951,0.6201388729032048,5.67298449182436,2.0858996493947277
+4173,1.040866484375,0.153682607421875,0.8025693102910845,4.555298470357217,5.405238826765711,0.2463352127422571,0.9802785522588724,-0.0166205574698076,-0.6217864228588031
+4174,1.0089190625,0.128388994140625,-0.0477895521472435,5.249465230895612,5.371872407638082,0.5330536181723928,-0.014553810370094,0.259501392866699,-1.5803937813131304
+4175,0.83259109375,0.153336943359375,0.5202417039621169,4.37133526463285,5.504964634008235,0.205142723284177,0.0312924856900585,0.1812695039623824,-0.5932211222491807
+4176,0.7859653125,0.100922412109375,4.991873477398012,0.4374320070757889,5.434783720841739,0.3924293999746759,-0.3517286430981289,5.954031420376974,-1.4195945776312515
+4177,0.76829703125,0.0691249169921875,3.5263951735824133,-0.1498166267316348,4.662826709805225,0.7185612365686532,0.5395001605427261,5.825515253682451,2.039492403505826
+4178,0.97059765625,0.1201208203125,0.8091003149482514,3.867092219342441,5.6362829455961405,0.1360915467108137,0.1814826202112701,0.0411617693873319,-0.7397613389134257
+4179,0.786613125,0.16659015625,1.3332406720696464,4.973581354622032,5.858001797108495,0.6935346005390103,-0.0948507180502607,-0.0006320065529125,0.1735473280895359
+4180,0.92852265625,0.604316953125,4.058198920926763,0.0494341046898851,4.809016803302444,5.335335534936651,1.3161620525134317,-0.5871885307748348,3.8244489348161066
+4181,1.232657109375,0.169717265625,5.116035295432939,1.7245779504957135,5.831975696442528,1.0989472427903786,0.1681152319851456,5.063811487458231,-0.709239906959414
+4182,0.85357484375,0.11169900390625,0.1011331913613399,4.39909164913256,5.576812835650502,0.5125038465824647,-0.1069706782096669,-0.3844583353997248,0.8975365562820278
+4183,0.698333125,0.1176633984375,2.047721992027905,4.575044292911252,5.429902431616074,1.3188632163792435,0.1826856071408162,0.1636809075388707,-1.1831096774902918
+4184,0.981823515625,0.128143544921875,1.108464388455822,5.026489378004295,5.5714135252508,0.8290943078755783,-0.4408669470331844,0.8932878103094701,-1.436296408091407
+4185,1.36287140625,0.148104677734375,1.4642572981899398,4.638788416887221,5.378744663723429,0.735076288205153,-0.0956846658010178,-0.0766908850769294,0.0839788935763436
+4186,0.87345328125,0.17475091796875,0.2524177505592956,3.952039807171563,5.275975203788826,0.700974457994843,2.637263608128896,0.120292447440464,-0.2287437540473469
+4187,1.172619453125,0.151815087890625,1.0528769460050134,4.551370527738673,5.4633776836404495,0.7684570098593609,-0.2958774845465844,0.3573236208869368,0.2410262879211592
+4188,1.228781015625,0.386736640625,3.541654991797385,0.8900777260648095,4.876820046917111,4.985854327329965,2.887113779250929,-0.1120018212924565,2.7715368940767307
+4189,1.187928203125,0.085732080078125,0.345976020586248,4.452266693605201,5.412127971899452,1.6654136990552535,0.3913057941837094,0.078959977413914,0.9223532609440112
+4190,1.052738828125,0.119874169921875,0.9858171363064138,4.733341939672568,5.672998707464536,0.917508197896214,0.0599996237060163,-0.3335074967569446,1.6589755755042166
+4191,0.5871340625,0.19469912109375,0.3760559056616776,0.7178374569360425,3.482689035942024,1.8076751268753628,6.234129291389685,-1.2784837105175688,0.0929733305732742
+4192,0.719190546875,0.1714185546875,0.8131013439786275,4.880506301140444,4.9668074525887,0.6394486058783115,-0.3414339478055606,0.5566344087862668,0.9164752867340904
+4193,0.83431390625,0.104127548828125,4.43613764192589,-2.064844294982136,5.134713212670646,0.8926360019421956,-0.5961831391821069,5.242070040103116,0.1108365249038903
+4194,1.09296640625,0.12244859375,0.3638665097270252,-1.3645186159524518,3.4323386534612976,0.4356803778844193,6.007923957464075,-0.7867752432334302,1.998382157742939
+4195,0.925384609375,0.091279404296875,-0.7619075656259786,5.036685101108663,5.351941494111993,0.3218914738676812,-0.440502388492234,0.7423860922990877,0.8985209699348545
+4196,0.93823640625,0.146844462890625,4.019745675741546,0.55608493882183,4.356504065799328,0.5936014016832626,-0.5381528333062016,3.523794738621405,0.7984080482234198
+4197,0.862118671875,0.15738283203125,0.3300679649379356,4.097734151750563,5.275267021482144,1.1206785465438671,-0.254067538944111,0.8432719281939376,-0.4716855946135014
+4198,0.917619921875,0.1892115234375,4.759716171711844,-1.6201062630325636,5.522689901281316,0.6496002641346768,-0.0275482034979557,5.001626600534318,-1.2101291391594493
+4199,0.90920671875,0.0678713037109375,5.339733272179369,0.8125600489997112,4.311088787980474,0.4407855502543226,0.3147740343958484,5.559947868789995,-0.8816880599823089
+4200,0.852511875,0.1785489453125,3.098653258826201,4.9149092506142456,5.706694865433889,1.2759890107668974,-0.3566607730499984,-0.2434096012975324,-0.4400428107663234
+4201,0.734869140625,0.151184990234375,-0.5729779093652936,4.530476417696962,5.181316746195996,0.3988937418610073,0.0745386097477935,0.1714556821694318,0.6816321043213404
+4202,0.77616390625,0.09152365234375,0.5827859476241509,4.783563992114268,4.786974695636016,2.1214616554004277,0.1072959253709144,-0.2546241331238931,0.5434060557426902
+4203,0.8751759375,0.08751017578125,0.9882483897452438,5.111514910605118,5.232232570234604,1.1087555752957987,0.2181652493328428,0.4399705705860888,0.5466958348645101
+4204,0.906542890625,0.123417158203125,2.093871929685338,5.441243271744257,5.499209539455378,1.4282901255877918,0.0900631580968631,-0.5634459466470724,0.0071510605351381
+4205,0.867210546875,0.120575087890625,0.0928512514109081,4.289802456129327,5.6154897197534055,0.2312862594321379,0.1965748802986904,0.3030160705286728,0.1910658669614944
+4206,0.898524921875,0.13688640625,1.1451296242783529,-0.2659963875757307,4.837880574879419,0.9862414528746968,3.119308335392597,-0.4265693751540847,0.5051010109666444
+4207,1.54579625,0.5974753515625,2.357969456260179,0.7701951688624106,4.895821152627232,5.343991978326447,-0.4217398058620277,-0.1823149959840179,3.4950914378198283
+4208,1.124417734375,0.401745703125,2.6241436515824907,1.3629697005278,4.651125193195022,4.97444642042128,0.1063041760779019,0.9950644876591104,2.5892161776543587
+4209,0.801652734375,0.10505650390625,4.327815300346731,1.3800893022914775,5.623252635676578,0.1616543019464786,0.5422775328524007,6.0600743962225385,2.281102205138536
+4210,0.806721796875,0.1442400390625,0.8399104532032111,4.780188020786967,5.241544672863541,0.3347593785104892,-0.1303431844949331,0.6970183447494107,-0.425875504416644
+4211,0.777221484375,0.0870769140625,0.0068305447985646,5.251744126111593,5.120783535482429,0.5141870955169291,0.1102222329901448,-0.2119623746438135,-0.9221956825581564
+4212,0.9434940625,0.135686806640625,4.721582695758625,1.2623006745748668,5.258241982432113,0.5879479476058647,0.5653068131926383,5.5676106717533775,2.166939501775889
+4213,1.202967734375,0.128574423828125,-0.9318844949180344,5.111172590062867,5.350082726617639,0.6349224729066841,-0.3029872514458475,0.3610249019030921,-0.0922851553483709
+4214,0.855066875,0.20074990234375,0.710860564532358,-0.1274791112179346,4.240348903700872,0.7068671660375683,4.505524387392925,-1.7748015325976378,1.127677512041533
+4215,1.065933671875,0.100448935546875,0.3324632859361395,3.9914640077299377,5.346382940941204,0.6151742632658245,0.0446664964680546,-0.1137434678451989,-1.341911682084045
+4216,1.190213671875,0.147873642578125,0.3639983014218463,4.415720821883681,5.863084662298274,0.7135539367154747,-0.0143323046111505,1.3505207948675035,1.5097343256180589
+4217,1.5399490625,0.5108439453125,4.3277022733725445,1.6361672892550467,5.459512995270479,4.832347868173124,-0.4750588640299195,-0.4391422054352229,5.226693250279519
+4218,1.56669640625,0.509610078125,3.94477994974594,1.5218648698230646,4.891270276167716,5.403921752946359,-0.3069445017212643,0.7850364739648131,4.069555201422119
+4219,0.757935234375,0.094047666015625,-1.6077895929575436,5.045381131733352,5.169471040936816,-0.2137273299737825,-0.1557342193990087,0.3133142717582167,-1.3013742934114088
+4220,1.096471796875,0.110427998046875,1.4535582003797325,4.627220171113156,5.309149272854108,-0.4390949490565872,-0.4228895974385796,0.4613640654568404,-1.1881657082756618
+4221,1.15430359375,0.1564124609375,0.7933376878918432,4.441631013789786,5.281239270315388,0.4973692825175303,2.7423124608399583,0.5681566939565021,-0.4016853611518342
+4222,1.009938203125,0.1463769921875,0.644232622189793,5.166273849580786,5.6040099765008335,0.2790831619162963,-0.0895284534128908,0.1382056741604364,-0.1555488740279423
+4223,0.863356875,0.11388158203125,-0.2075250914012827,0.4930168429297977,5.0713447698115,0.8421608611102314,2.745700033180269,-0.0046939249597481,0.9523233927185494
+4224,0.75748125,0.499533515625,2.7936712649550435,0.5122993169919481,4.758359361432078,5.179137198761853,0.4009862530090657,0.7261337450470232,2.695674438109432
+4225,0.7859990625,0.1487173828125,-0.5485671880344644,4.391660719972642,5.691874361255833,0.7935205267473471,-0.066005656534979,0.0851489984665757,-1.2154761571568482
+4226,0.677453984375,0.15438771484375,1.0176291468678766,0.5340689264577373,4.589879975391383,0.8244429341082319,3.697917299047026,0.6107126660987541,-0.914257323992361
+4227,0.8180284375,0.1244889453125,-0.2463358037298318,4.444587019063434,5.088268264494982,1.0290335940754207,-0.0144828477792698,0.3506482961189671,-0.2570671096443183
+4228,1.50312640625,0.656095625,3.6847594787923854,2.4598081449203497,4.653694564207315,5.317062435574391,0.0190234899150828,0.2714142622109516,3.849827621351604
+4229,0.94272265625,0.144225625,1.1007676872847088,4.966455577141914,5.4132844712863495,0.3671534164276376,-0.3164484240550749,0.1010314697631262,-0.6456613106900446
+4230,0.820813203125,0.093063505859375,4.3471603366554,1.3559829583255354,4.592086002056996,0.1719043159287334,0.0659804886638056,5.725857063370057,1.09467469016937
+4231,1.10114890625,0.13577322265625,0.8603856626921229,4.276817608435621,4.979886801511662,0.5466798377385527,-0.05847709817089,0.3734462886709997,-0.7666264558852767
+4232,1.077803828125,0.111043701171875,-0.4133471503271405,5.164792323636785,5.749902046975609,-0.0543822308290906,-0.0368948842232861,-0.0447871597728792,-0.7328082109543259
+4233,0.80344875,0.87335453125,1.6641187727252902,1.2630549918683327,4.013507977736725,4.672215122323041,-0.1271960592531637,-0.2617366678381507,2.938484766627388
+4234,0.766396484375,0.10099142578125,4.705905712765895,1.9173769806219387,4.917278942013578,0.8278377254169761,-0.1993480766250704,5.487081679975251,-1.0453677233406276
+4235,0.7443509375,0.13912357421875,5.0350902106536575,1.5267628173218109,5.289455550576944,0.8374489869546302,0.3690928058091401,5.813182169685645,2.316727093599264
+4236,0.962632265625,0.154721982421875,0.8815462165877042,4.392397241351118,5.420352029106062,0.8331312648104041,0.5115199251613408,0.2418765652054081,-0.0461923408879772
+4237,1.002446484375,0.60635171875,3.1278563641753987,-0.438842131650181,4.885563086442608,5.36612334671419,0.6862729198165429,0.3685885158651353,3.892621937366094
+4238,0.78034671875,0.089062041015625,0.4660785691457508,4.587873888888725,5.224028164145866,0.4339212279501895,-0.1426950570282668,-0.1880441656548459,1.2788210658077843
+4239,0.851149140625,0.161468896484375,4.435916701312772,1.907528977683336,4.826923738119085,2.2302086874004425,2.455778821872569,5.6977010911596055,3.2906714956900283
+4240,1.65838171875,0.1898896484375,5.080023124441878,2.1476640860651868,5.553439744243454,1.1625679589340845,0.7092831407306212,6.607589187851542,2.686194747738798
+4241,1.921689375,0.5396221484375,3.362979911472313,2.2386990816097936,4.908749267507028,5.504368778982518,0.6036346472379854,-0.1550139056097342,3.5547553783344057
+4242,1.086986328125,0.163805693359375,-0.7129808072713476,4.903281671224699,5.259472284050888,0.0749293784526116,-0.0458742613624535,0.6481341585208631,0.6982285342095088
+4243,0.8765403125,0.1299264453125,0.5839215423283995,3.938593294279625,5.617000577460256,0.9376316730088456,-0.2760600160129,0.0561677568486974,-0.354226188754748
+4244,0.758935625,0.1436411328125,-0.3715280322797625,4.818392782752596,5.358743529427183,0.3268180534210227,-0.3486129864267022,0.2191232570098722,-0.771121852741518
+4245,1.22973421875,0.448841875,2.8951259353000767,-0.0007961780605328,3.5651779374436394,4.108502034916662,1.339930317221066,0.751352846164687,1.34407322924147
+4246,0.858058046875,0.1790554296875,0.4613794029242897,0.1205223880411115,4.907613241476327,-0.3061260871566731,3.286505005311871,0.552414709910585,0.1133367953101737
+4247,0.703675390625,0.110301982421875,1.872257781953392,5.1658368567337485,5.429911758317239,1.0888702747662165,-0.454390744652703,-0.3476259512637351,0.0113291939928848
+4248,0.557704453125,0.21417869140625,0.4990765448260673,-0.2099677955911435,4.841266180466781,0.7608676794854037,3.208086023231515,-0.7912847727991138,1.01834609135763
+4249,0.88822828125,0.081818232421875,0.7610790112556172,5.129664608439134,5.313124480063349,0.4094348395904318,0.1726607982546092,-0.0076975745922739,0.1431206253016361
+4250,1.1117534375,0.12088353515625,-0.4085869056957301,4.283469734110628,4.887275692059525,0.9663123749229175,0.0767213474503095,0.4178839419110414,-0.1819744711193248
+4251,0.62072109375,0.12941755859375,-0.3681943456354773,4.844985604604544,5.614675339502682,2.211700388313453,0.2407924877403509,0.681293105147132,0.0305309646078732
+4252,1.0558378125,0.112292509765625,1.3166619443043197,4.561902996435039,5.357408758825993,-0.0602563864913141,0.1939707345854117,1.0812968689857692,-1.1714653879730617
+4253,0.98295921875,0.17379375,0.6562989433910384,4.876746687910386,5.321031573301691,0.2238288082981221,0.6293698178868325,-0.7175685111813169,1.4118688121817924
+4254,0.948397109375,0.11018375,4.943868170517419,1.8791828113738536,4.7412167359682735,0.0133952218832033,0.5463990146176176,5.731919722308625,-1.203369260750337
+4255,0.7624375,0.140431201171875,2.6849444813334684,5.870746200992783,5.7041674110512215,0.642859973030615,0.1840378871375362,0.2664970920599313,-1.283595403053478
+4256,1.169719140625,0.14052720703125,-0.6474793350829844,5.273906116050297,5.616763847143153,0.304947127435391,-0.3236475109209844,0.1160934416001629,0.0957242457175675
+4257,0.7840371875,0.127472646484375,-0.1516558408902351,4.865393203966442,5.176816565502008,1.8936071722438488,-0.0484621315524667,0.166841453471085,-0.2744291637616665
+4258,0.79675796875,0.157837099609375,0.1762341456180814,4.122510125130777,5.517917105489844,0.6177918889193592,-0.2213893311911824,0.1266287134268435,0.6244179955076244
+4259,0.8861603125,0.1279965234375,0.2665199347682853,4.595962397200793,5.178549157091127,0.7262639338668583,-0.1781580988020815,-0.412824312294735,-0.7015929679596999
+4260,1.76787796875,0.1936782421875,4.57442987795924,4.102120578574425,5.608402965968735,1.3294953085550214,-0.1205045205389459,5.19404484155871,-0.9691613411349684
+4261,1.472889375,0.5331473828125,2.757937826332338,1.454426571274085,4.181783367673718,5.230205938192473,0.4584756388984226,-0.5393581947804904,3.536502730727753
+4262,0.802024453125,0.2436489453125,5.702780849237292,1.8899488878921584,5.180874692357827,0.8306123004662007,-0.7019067148518885,5.436758865957041,-1.000938654692458
+4263,1.01973328125,0.24367306640625,2.4153398758755493,0.137426321313564,4.360198977370176,1.0643041385460963,4.6512689434078585,-1.4205407497446323,0.4713519481931897
+4264,0.954834296875,0.158366982421875,0.487741484592895,5.105522492114828,5.317798169799294,0.4131297282572881,0.2392195234586984,0.3586188670000175,0.2111729890071542
+4265,1.0162478125,0.10310078125,1.2290477811248497,4.601590850455708,5.303366005229115,0.6037296359918732,-0.231661673827195,0.5432135547696653,-0.9856248121258784
+4266,0.769653671875,0.0770648388671875,5.575569445093144,2.654487196513432,4.526383608042761,0.4611983236814187,-0.0203639647778049,5.280762407278929,-1.7631703302229071
+4267,0.817525859375,0.07819123046875,4.921160557941659,-1.4169238147473635,4.412630054393117,-0.1910656844066249,0.751774766252336,5.763529671764467,2.2321710876160004
+4268,0.55384125,0.119668935546875,-0.6230192290010188,4.594539051875886,5.012002189720469,1.7184939804831505,-0.1257981767794205,0.4321208233549415,-0.1529234011254274
+4269,0.890478359375,0.150625703125,1.213963207740143,4.924153375716102,5.630506487428876,0.3927801776764942,-0.0867394038640678,0.8349311808170327,-0.5929684853270134
+4270,0.777161796875,0.1390335546875,3.8734173447964575,-0.5207325630755707,5.280692952216238,0.3022129597462849,-0.6951210501554892,5.59876920257143,-1.6123758437757711
+4271,0.359754453125,0.24347892578125,2.9173823327299986,1.014092947608515,4.81684778313135,2.411241141401159,0.5188377217388529,-0.2708688147324045,3.752297831195861
+4272,1.068988671875,0.146769453125,0.9583740327303714,4.686028321229276,5.519476050459545,0.9269223965890828,0.0556678692699631,-0.126797843831165,0.2408589879232561
+4273,1.215741796875,0.11333068359375,1.0157681271484011,4.87373508817688,5.582603312078119,0.3934780303253619,-0.1670784121259935,-0.054176812467578,-0.2276313789607297
+4274,0.82786625,0.126531083984375,-0.7625036288823529,4.8453495793605,4.94204679509238,0.6097056526247019,-0.2349288686908411,0.2374807591706222,0.0496791251541503
+4275,1.0231703125,0.10922240234375,1.1416474411154147,4.454943929469876,4.959425242237384,0.45364924254362,-0.0278512683089212,0.3659633119814235,0.4084768998948345
+4276,1.023219375,0.11455369140625,-0.4303389851024398,4.458586707886624,5.477391853784704,0.0244675106238325,-0.2300744905678864,0.9597623471130264,1.250315011830045
+4277,1.113545078125,0.11649861328125,0.914832181035652,4.691152980708449,5.25495322747458,0.4696847605829342,0.1289458043593694,-0.053322682117346,-0.4626739009928675
+4278,0.916689921875,0.1635032421875,0.6209773822973026,3.5116851133297327,4.781553721066547,1.7361190860006686,0.4338769644784495,-0.594967595887827,0.5482222539820913
+4279,0.906126875,0.22911654296875,0.6954866375228348,-0.4321172581456795,4.380269464556728,0.8846132219293137,5.8403015984947295,-1.1430477363761566,1.0723333148370968
+4280,2.09359765625,0.735411171875,3.403890945560975,1.8439577283444957,4.686510234946445,5.6883387963806245,1.0045630886523385,0.7442623443384611,4.1045547504257565
+4281,1.078163046875,0.118004267578125,-0.0040097303561833,4.481802886493377,5.254389067493963,0.7367432765166542,0.3840948710181343,0.4318696639416045,0.4394593724232959
+4282,1.197397734375,0.114083818359375,0.1079857582359382,4.15059444739761,5.135156763054841,0.2034210118768269,-0.142215290934367,0.2325778227933532,-0.6361229895896312
+4283,0.7699246875,0.0702231005859375,5.671353479100685,-1.5362532698183156,4.857508600035608,0.4375098498814359,-0.2796426619208008,5.399305004006363,1.82392718711545
+4284,1.018923671875,0.32596556640625,3.989385085528681,1.1366732969741646,5.117080820563539,4.160271861964927,0.00287132436831,-0.3942019094579739,5.058834510241117
+4285,0.9087359375,0.1621080078125,0.7002996855162247,0.7136876593029879,4.127457978873656,0.693656085057679,4.1538259791971175,-1.0393102637076637,0.9372439646398862
+4286,0.802676796875,0.12350837890625,3.744636700891807,1.764184262334897,5.040875562567829,-0.0843058311045727,0.1136881892502349,6.007692834909359,-1.250935006382821
+4287,0.755683828125,0.1223009765625,5.028164408460548,-1.238331360801519,4.675405237833937,0.751654256072078,0.3639485656555521,5.735598569520349,0.6209524811458759
+4288,0.83334625,0.11232791015625,3.9759018695663335,1.7283641246296164,4.748930417546136,0.4961686715411733,0.1691253583976937,5.642472001973532,1.579406905917885
+4289,0.757933671875,0.11061462890625,-0.3230561120289303,5.038246502236384,5.478682867455467,0.8070891888650675,0.0145325591504555,0.5271522130193768,0.3908955254077713
+4290,0.929194375,0.114950947265625,-0.8036729330676439,5.338324606917599,5.56548515466488,0.3064070368454888,-0.2720326287940437,0.6570170197275027,0.3323112985899881
+4291,0.779936796875,0.117664599609375,-0.5797181007481472,5.199656196029848,5.484348333808079,0.2999442782009448,-0.3483475046449759,-0.6499460372342409,0.2074262937734832
+4292,0.792999765625,0.115849306640625,-0.3154533443946332,4.373820180115301,4.988818031060172,0.9137034658159622,0.0164786023786823,1.0071319376328371,0.415516546547847
+4293,0.924715625,0.130663369140625,1.0345449633778112,5.251723595952499,5.6820737820797005,0.4392738841770119,-0.4345122330318817,-0.1094985296548292,0.4871888273160587
+4294,0.92740859375,0.3335051171875,4.732996397471851,-1.8402000887905423,5.155448559046694,3.0630853254308827,-0.8631522025415589,0.2010239449012679,5.025645076000427
+4295,0.704869921875,0.0712564697265625,0.0878783613206056,4.7799290753610295,4.757493409978995,0.348485244503511,-0.3735856886164508,1.7253987321047877,-0.303421086198602
+4296,0.8284128125,0.0711688623046875,5.208018983051314,1.8387721099774867,4.593909703606907,-0.0082885905722731,-0.0007929369932244,5.704888800239993,1.829456855220169
+4297,0.971370859375,0.144156611328125,1.1067452821069208,5.309048066968376,5.570575379845339,0.8459985989361252,0.5187008988999758,0.5220921433145627,-0.0260639057899074
+4298,0.8139940625,0.153658603515625,-1.0480033904549215,4.810303379720819,5.4405982751962885,1.523427241080527,0.3765091257970264,0.1143513989791111,1.3781273844572974
+4299,1.0558015625,0.276468046875,5.018932584091512,1.876065781940992,4.654488079795273,0.7632812908494455,2.5276976468315686,-0.3111375283474732,4.5304528661495365
+4300,0.879829453125,0.125544521484375,4.351565753344668,1.859031313412845,5.294240571002089,1.1094493562015906,0.8967260656259687,4.124235235290234,1.2859629208848211
+4301,0.816183359375,0.1547309765625,-0.0882217273672819,0.9738471580608274,4.886433368554534,0.6414851197703997,2.4818004186710665,-0.0704722927977913,-0.6789480480994174
+4302,0.8677090625,0.14188703125,-0.3410765422493316,0.737040863941974,4.509208733620377,0.602721778576368,3.3466245372574708,0.4809877436532868,0.468476000033968
+4303,1.6934553125,0.17679064453125,3.1724713341522106,1.1580341748636829,4.305635771662879,2.8756417164194388,0.1598903896123658,0.5581614982316812,3.719258419027966
+4304,0.885781171875,0.119805166015625,0.1484423751887126,4.717840401302652,5.144693527887459,1.097009254100212,2.421621064412118,-0.3311897514762534,-0.2857860413918195
+4305,2.8715465625,0.31116720703125,5.644090679146475,1.5324970732956138,6.281781698408843,1.3570023218329312,0.1215386182808736,6.633875850952956,2.5149920873728773
+4306,0.790693359375,0.09866603515625,3.1500613264010418,1.446715325548198,3.8496081890419465,0.5135341702625814,0.3069902676360559,5.2692450292272905,-1.074817670869411
+4307,1.39272,0.3686883984375,2.8589443724189274,0.7077855797137399,4.764138391990088,5.36347306472755,-0.0041340984084261,0.7203112057009605,3.143861527670694
+4308,1.107219453125,0.144169814453125,0.38678041310891,4.553000469389079,5.498334824171815,0.5429545629094491,-0.0282632871308627,0.1004795359086569,-0.2381769732275011
+4309,0.843379375,0.094098681640625,1.3992219726905597,5.175751124133122,5.259070474220112,0.1787886108071022,0.3813173736008719,0.0869772165103549,-0.6776060036650897
+4310,0.965109296875,0.14691408203125,1.7940572469295002,4.200330585072001,5.206169194772413,0.7578846553630884,0.0512597785432384,0.1761932557627797,-0.9661387016733624
+4311,0.88757671875,0.141198125,0.5514186117255914,4.871249000311446,5.751336038091708,1.2926062345325595,0.0884628842215681,-0.0354844905007028,0.4258466921167058
+4312,1.3283325,0.426221640625,3.280965520435108,1.2187186508982568,4.2648301860144935,5.291081878355263,0.18183069584018,-0.4292684071874801,3.861626891665656
+4313,1.002367734375,0.133016357421875,0.3812325566011469,4.361692799856277,5.26383431428679,0.95225581160871,0.2688067430060294,-0.4880122064912058,0.817386360790594
+4314,0.80997140625,0.08396119140625,0.1991936970221174,4.393636723290239,5.327522619900386,0.0842031398294833,-0.0440897673931412,0.8734884370022818,-0.8548953828762835
+4315,1.59598078125,0.30593654296875,4.826604332754518,0.54549720888733,5.39099086292201,5.13690040998012,-0.3167378681968432,-0.6836080085677504,4.036174406233448
+4316,0.978364140625,0.0706797802734375,-0.607359435578487,4.581633964740528,4.870348640418511,0.3577784684338348,-0.1410001231776167,-0.0866273326044002,-0.6829063704997652
+4317,0.751329921875,0.108625302734375,1.6233038866821874,4.914111378547913,4.88212027540555,0.3057450144169933,2.2074289785625907,-0.301679828145718,-0.2876155220432529
+4318,0.7693353125,0.155575927734375,1.345506950418116,4.578665464030645,5.137923906827745,0.6750606565833864,-0.3400976533665447,0.2772199123898995,-1.2541176884197809
+4319,1.14452734375,0.5443525,3.6592247568626615,-0.0485359821390718,4.457219094303387,5.306918924061212,-0.2669894386674297,-0.0627476660885954,3.703847768065714
+4320,0.905734765625,0.15838978515625,1.541081408920118,4.225338208262124,4.894338417922792,0.9547144905583426,0.5200717167743676,0.3751228349918158,-0.014096560447711
+4321,0.928802421875,0.054129619140625,-0.0106736462297404,4.8031471036506685,4.884832995715397,0.8331636680874921,0.2814101378576836,-0.403851349499928,-1.0077188524412013
+4322,0.931543125,0.127864501953125,1.2670706706450012,4.966859613752112,5.682481459747337,1.0089225167985103,0.5337239109631859,-0.3944404150402576,0.776797169826665
+4323,1.37695109375,0.35089875,4.781785778512172,0.9672150178228,5.18493026754971,5.565924988660246,-0.1716856874365149,-0.4643205069487843,3.397549237069936
+4324,0.3213663671875,0.0817978271484375,4.864324686879882,1.242369535427694,4.96620236099067,0.1360550247242129,-0.1170685291956117,5.643498183000244,0.7277477719812531
+4325,0.51982984375,0.136758583984375,4.353836839096878,-1.716432391132655,4.887124289497371,0.4520026027617912,-0.6612639189266334,5.745592535151755,-0.9551814762881854
+4326,1.107735,0.103854501953125,-0.9458415696480184,5.125836574453421,5.192218073249386,0.3115313347585476,0.1925129921875777,0.1274730844085031,0.2384391488592528
+4327,0.888341796875,0.09890427734375,-0.2298618849972172,5.305368766623182,5.04173966149464,0.362917766357045,-0.0073207257868191,-0.6372082042555209,0.3280039457106132
+4328,1.074273515625,0.088457734375,2.010533123082768,4.824451576233456,5.660146976955918,0.9791228016177224,-0.120945055041121,0.3764608301082368,-0.1082552099963004
+4329,1.05399625,0.131381689453125,1.3264351006314452,-0.4536060404213602,4.749909485891455,0.5800561111552727,3.9301597790978615,-0.0246932705575619,0.7419635068475969
+4330,0.90850515625,0.1258877734375,-0.2579552177933318,4.649078302032816,5.506808303879829,0.3406890976568101,0.0991944543184043,0.0041412841093789,-0.2883862063025977
+4331,0.895434609375,0.158998291015625,-0.0189269350873249,1.127644323752408,4.520636470422779,0.5829516348837392,3.7730730906391687,0.469124430186216,0.2548843137720351
+4332,0.98204109375,0.125141845703125,-0.8456905341770455,5.073836466904191,5.871496853274865,0.704071080485856,-0.1203476873513719,0.0422465124459492,-1.4452255138524253
+4333,0.837412421875,0.174755703125,-0.0917772951192858,4.2405745974301015,5.319455315099798,0.4032848295959068,3.3725114158623404,0.2313376850716949,0.4078576779362495
+4334,1.083106875,0.160477529296875,1.4888557553870585,4.984932020983811,5.582071241206261,0.9162985145073548,0.0069391200934292,0.0638273776955203,0.7571932041501837
+4335,1.207174921875,0.134973896484375,1.2499612512633138,4.33338953930908,5.262503822086136,0.1367575787224477,-0.533149220565375,-0.1255905301857633,0.7059994207370661
+4336,0.8465790625,0.1647334375,-0.4719246398588484,4.150312096138524,5.112410458780812,0.8963722576119185,0.1506196081524554,-0.169206368839524,0.5418249726769555
+4337,0.87301765625,0.125269072265625,0.8379612354585171,4.5078862266577,5.308304948539654,1.3287859717504302,-0.0090303067279562,0.0097038119522433,0.9075983937746508
+4338,1.004193671875,0.5096167578125,3.3367821588565367,-0.4737538268335829,4.722131236444962,5.312517571122225,-0.0194737904983481,0.3929825799270274,3.871872710525616
+4339,0.823568515625,0.10878072265625,1.4732925844916056,4.930156197200162,5.743416239471774,0.5118407756165345,0.1653138535189389,-0.4333160274439668,-0.5374122291360665
+4340,0.86455640625,0.09966400390625,1.6301806748490393,4.58028992380013,5.076734208350161,0.7358509670735544,0.0340607860168975,0.095321887081782,-0.2818021250912594
+4341,0.72526171875,0.133079375,1.859122462677629,4.993140225162152,5.137078509263134,0.872026938803802,0.2235176731912225,0.3359452849354592,0.3469471364462062
+4342,1.040507109375,0.1980383203125,0.7641167636649635,4.813391440349262,5.48447673634252,0.925852713610226,-0.4193438140934377,0.6873525321007665,0.2153815426734874
+4343,1.13865921875,0.103774091796875,1.2286691421167322,6.460449335235819,5.1659451991169485,0.5877833216811376,0.3637634902776737,-0.5668811935995294,2.187912932007384
+4344,1.00390359375,0.11826890625,0.4740030878350181,5.227665775044739,5.776346901288584,0.5454727541565944,-0.4023070886408486,0.6339617103536939,0.7069031496124745
+4345,0.90102984375,0.110728046875,4.985696099423073,0.0272110856728594,5.227195511778914,0.6525187774248222,-0.7244959103509911,5.654328124518007,-0.8642996961110767
+4346,1.015202265625,0.131484306640625,0.2404997330718698,4.640144848856773,5.4460812822266025,0.6212466483415267,0.2898108055635121,-0.0803014194514699,0.9531801312374448
+4347,0.79465625,0.141747822265625,1.609378053366797,4.737804936212688,5.402877919955079,0.8560280485617914,3.0199860911424445,-0.0802364015136933,-0.1523296793108474
+4348,0.713544921875,0.12353298828125,5.571081992603756,-0.7448037751050276,4.976569444837285,0.7959367729151989,0.2583242457891236,5.465867632414614,1.0454904651451498
+4349,1.254600546875,0.3822033203125,3.0338802173645183,1.6303808159443096,4.956906023388735,5.239758848961237,0.0182949488616684,0.4199131250169494,3.371126707163824
+4350,2.12639328125,0.26277625,3.389032955674418,4.43018566546554,5.78646633656161,0.692943234599867,-0.4778248396473252,5.626222312894278,1.5401748750084403
+4351,0.87298375,0.123777822265625,1.971380478898864,4.493412273637276,5.148352057518687,0.5096255676022005,-0.0646343296820165,0.1319345113341569,0.0584490309174998
+4352,0.7738746875,0.20453228515625,-0.3298978698642482,4.196156019225612,5.366138515872275,0.914738821527125,-0.1531579871214421,0.967883204926371,-0.0308796519814624
+4353,1.000597109375,0.4497258203125,3.289582917951018,0.7181081229458028,4.8812862075854,5.206032405500647,0.8860648148649231,-0.5373814251575765,3.674917672204499
+4354,1.213019609375,0.12859482421875,1.265931010200522,4.765367773245114,5.30671786234666,0.6531667192146627,2.1843164712164924,0.079426893780993,0.5658570588234801
+4355,0.755025078125,0.19077298828125,1.0309608735183415,3.851542096358017,4.625893991083893,1.0601049501584805,2.719658526908548,-0.3059506781653245,-0.3742251658734898
+4356,0.8581353125,0.0852219921875,4.755014386317878,1.8328751047531648,4.893458731435456,0.2479291722812026,0.0813444379632113,5.4671444705088525,-1.1408528127927229
+4357,0.800752421875,0.09455775390625,0.5468885886756973,4.477739561473268,5.296498571098146,0.4436045960476599,0.1198591754284216,0.6891545118468656,-0.0929806797967746
+4358,0.75344953125,0.49385765625,3.1956565050651227,-0.4193424425045439,2.737152526027987,3.767348147277574,0.0088604170578081,0.2715232515676231,1.9402229960980668
+4359,0.839603515625,0.1036420703125,-0.8944555537220403,4.609692725292734,5.210266952533535,0.4955383169043325,-0.378933917706126,0.6246901193445209,0.256101866247266
+4360,0.86748234375,0.102893740234375,1.5909413174394729,5.278238667545337,5.406389635341696,0.5133738447279926,-0.1873053289428753,-0.126627134029937,0.3794768308498759
+4361,1.0889003125,0.49203875,2.6444378463125893,1.3008109012865037,2.973277375717885,4.363105965555388,0.2027978607530341,-0.063599338974451,1.491932178775198
+4362,0.766893359375,0.10674818359375,-0.1241128541084657,4.615407766287418,4.804202882505534,0.7031683337542812,-0.0261636634943812,0.650174039697326,-0.5577259877407563
+4363,0.907644921875,0.082361318359375,-2.0579999366721613,6.277905109307656,5.203770617092176,0.1917070428865666,-0.3670269986597397,0.597794185050137,1.360727080545508
+4364,0.811603515625,0.085592255859375,4.031601484669401,1.2322724218052017,4.866802373170665,-0.218145364194315,-0.2672268436406577,5.736177972979561,1.9800998031724344
+4365,0.666591796875,0.1163455859375,5.376223019656648,0.6985781255766622,5.227203590645224,-0.3709758129027581,0.1645715671943922,5.953161606971328,1.019193993735525
+4366,0.9109165625,0.0803689892578125,5.278523095438257,2.6031750089918906,5.225304412664677,0.6602463357504257,0.3351598408705095,5.577933812842302,2.183765908442165
+4367,1.02388953125,0.089441904296875,0.4551449957907924,4.507656046117512,5.237648041814683,0.6261551712484668,0.1059728081913332,-0.0101047451452512,-0.4241920679239559
+4368,1.249397265625,0.091281806640625,0.3201916634303903,4.398428873021548,5.400846759926941,0.9957347813757084,-0.1441141832401711,-0.1488287937537766,-0.4541383880046302
+4369,1.057439921875,0.16878892578125,1.182954456393622,4.66082260056694,5.195067231751433,0.742806570822447,0.0061723062305993,-0.4122852827075497,-0.3353844546852916
+4370,1.265538046875,0.10232125,0.2686295365892183,3.589123638961494,4.967095227073236,1.1673307026484334,0.0593640735007988,-0.0161813611505378,-0.439887531886095
+4371,0.73688359375,0.24583681640625,4.4091533856666025,1.1009572580448692,3.821063067833365,1.3157903777205306,3.8859985171058624,-0.7542983229158858,2.609139604165416
+4372,0.872106640625,0.16468904296875,0.529913462066548,0.4204713547372707,5.005256805535514,0.7155471524237883,3.2137286072754665,-0.0010021352962721,-0.7431680295079708
+4373,0.935420703125,0.076012265625,3.746788391453925,-0.2271080639184007,4.386530861307624,0.3565486040816803,-0.3502411938650986,5.420226663476597,-0.0992810530878305
+4374,0.895977265625,0.156113603515625,1.5901947093877382,4.23859250779804,5.329533434866834,1.2123503709512535,-0.2692975694438697,-0.0849982352922663,-0.8491121037672693
+4375,0.900281875,0.10384009765625,0.5711388610445459,5.223967093957314,5.263795936197927,0.7390261399333794,0.1706495608755175,0.5816785241869353,0.2580433421975578
+4376,0.794480234375,0.149545517578125,-0.2339487899925216,4.1007252161123375,5.348543846537092,0.0291627363019457,-0.5930112908862499,0.0550725161555545,-0.0177970260762203
+4377,0.87709203125,0.1115705859375,-1.1265733824688622,6.858069715850019,5.844039105957655,0.6053694688535286,-0.1630084564986195,0.5116970390695937,2.4668465189759536
+4378,0.736123515625,0.12394345703125,-0.3963497078555387,5.324398579058371,5.75229286105935,1.3121306112677795,-0.0062268293400547,-0.2791014041557381,0.2545438730752818
+4379,0.742756875,0.1324438671875,0.8684039694243374,4.536714874993603,5.539665832090511,0.6179132300480696,0.0176992487508463,1.1024031931933005,0.672512847808063
+4380,0.936691171875,0.112705380859375,4.737565202296295,1.3486079862474614,5.04779390423406,0.1758769637604197,-0.4609264262544749,5.556607704035131,-1.7084375177645752
+4381,0.68624875,0.09555091796875,-0.5266171217865481,5.343109579745096,5.202353407692829,0.5428798935751845,-0.1162113068272564,-0.2715816225683026,-0.6201206227869474
+4382,0.90223671875,0.2060960546875,0.0606980092285928,4.304959487826121,5.025565325144075,0.7432480929520393,1.3207716414104331,0.2141620769299267,-0.8919770684656733
+4383,0.935234296875,0.093541787109375,1.007283029373022,5.259482679174409,5.423358673837872,0.0907766295810132,0.1009562251609483,0.1076370785773064,-0.1976963896908825
+4384,1.10782265625,0.18960578125,3.898929754413108,0.5607707005381909,5.049357674849214,2.3410626894568423,0.0726854836839606,-0.3985647705570477,4.485755845845151
+4385,0.851613125,0.112541552734375,0.6383057862486864,5.056200182762881,5.3159404192293,0.4634451703334251,-0.1161601314823466,1.1325159925294883,0.2844672716673947
+4386,0.80153015625,0.159918837890625,1.3052713542092755,4.4243261897887285,5.294678673123896,0.5035533785044979,0.4125988802870481,0.1055252714313062,0.6273938740708153
+4387,0.925408515625,0.140469013671875,-2.0121517412776675,6.215748177100755,5.470423104177646,0.8173985732266696,-0.5910846849313229,0.2364026832055952,1.203199555329945
+4388,0.647097734375,0.127908310546875,-0.6959324393893805,4.9651987544526905,5.374634552903619,0.9309609915377908,-0.1265212702114483,0.951344638916212,-0.9450343828801524
+4389,0.8902259375,0.130156884765625,-0.3382727447863079,5.065245920226505,5.254094981034196,1.164833445864583,-0.4518372357817676,0.1248950385562971,0.3512269707473925
+4390,0.8953009375,0.110875068359375,0.1106771825038661,0.6424294611381034,4.589172704420801,0.4870726914133055,4.016660899702281,-0.3913037901584013,0.5032357137592391
+4391,0.78602609375,0.126349248046875,0.8812800868046844,4.712915837297301,5.451047617260448,0.9182772476236698,0.054980072952591,0.5111412249973304,-0.7336696885880529
+4392,0.953286640625,0.159176513671875,0.3455196779035925,3.958670058543956,5.17668016183319,0.9999408925014112,2.73007716986181,1.4948536876256742,0.2299609684798328
+4393,0.7352225,0.132590888671875,0.1061568396145552,0.2928583678184668,4.599855817670711,0.4172845067036714,3.467762062776404,0.1505697836625183,1.267470966721791
+4394,0.947133984375,0.1935723046875,1.5991683406125572,4.205576868919918,5.230177850233146,0.5933037486416909,4.475978949541733,-0.5199467416019332,1.6366078237468142
+4395,0.719174765625,0.093997861328125,4.638123475468971,2.21077909475342,4.732462427296136,0.0617742779751328,-0.2105292152364236,5.52131679008302,-0.8159441004447088
+4396,0.999030546875,0.096047802734375,-0.0440589946112685,4.412894855432387,5.410488783487564,0.2589734742069338,-0.3508085002864287,0.9775956512929798,-0.231640462126777
+4397,1.13458203125,0.698580390625,3.819811350610356,1.984289174606632,5.030453025168573,5.357350429529944,0.7359096794263046,-0.0281630302316686,4.465688859852111
+4398,0.8947821875,0.16992671875,0.8873561356391376,4.012551305178182,5.152956035659956,0.4051506835513715,2.9979849845731352,-1.1489126901522475,1.2224770494296993
+4399,1.06743125,0.132039404296875,0.8831338835493006,4.933346527740036,5.62922677477485,0.5288929480741528,-0.0397358072729826,0.430249343078219,0.4352479932742767
+4400,0.878094453125,0.115047568359375,0.7612499417013278,5.028043919165992,5.583591879846575,0.6168785420768542,-0.2464147767730474,-0.4927739055304672,-0.9496614045995236
+4401,1.93611796875,0.28235611328125,-1.6081040025022335,5.68931211602957,6.165163773819287,1.2669338722014367,0.1458363954594397,0.2489462727180655,-1.9025453858365264
+4402,0.86467296875,0.088319716796875,4.987014034158506,1.8937953690848432,4.840656757456434,0.3362394965595902,-0.0339544950810852,5.674094665147581,1.9134072529214643
+4403,0.951451640625,0.17405599609375,0.7209921492078255,0.4164768273636675,3.6237099361702274,0.449061508629752,5.715592378007312,-1.115619734762979,1.1827220055290777
+4404,1.50306015625,0.4986020703125,3.363500463684372,2.124988224686432,5.227644443462912,5.431229671795503,0.0165420942227747,-0.3524061914779395,3.906636263986756
+4405,1.163975625,0.109039365234375,4.455709328335082,1.5828992534183572,5.3650688435176965,0.9567959092037104,0.5637368345164984,5.833196166288502,1.1130432395020309
+4406,0.760308203125,0.18668150390625,1.387662714425688,4.877768166092898,4.862847085039588,0.9470301217406174,3.0064557448746863,0.2179500398824983,1.4371879163159722
+4407,1.67741125,0.242023046875,6.345744519770787,2.719685013210899,5.758239081194829,1.6375627149445429,0.13031958376695,6.201330436806776,1.88178906244056
+4408,1.086203046875,0.146291181640625,0.2710632136480555,4.905530204946333,5.668743799360795,0.5611758022942761,-0.4271089282194426,0.905626971147256,-0.6309187506304494
+4409,0.603409375,0.103540048828125,4.655271196837767,1.9240629013552173,5.156278119491984,0.7147780073913048,0.0106871838359857,5.633572968751959,2.3376128223663124
+4410,0.694391328125,0.1775719921875,-0.4768343723914239,0.4204852028874861,4.174493671394887,-0.0310827798266242,2.7422904841531657,-0.0283857417799824,0.363116139323218
+4411,1.215203984375,0.130904013671875,-0.0508337816138169,5.079482627489817,5.46470209155375,0.3203505682497753,-0.2931845185201941,-0.3333476174308742,0.4750622053300261
+4412,1.245254375,0.379087265625,2.282516439891212,0.4221316682726989,4.610172188385231,4.569749540894788,-0.3673383004933069,0.0744179842581393,3.409884293673216
+4413,0.803264765625,0.1669526171875,0.5214553394579654,4.129305950338155,5.452349026470001,0.612620873749052,1.534609364331582,0.5940512675127771,-0.1386844276812436
+4414,1.09013328125,0.121774697265625,2.0881242290706945,4.419596469384242,5.658980889319411,0.6763820664490556,-0.2014110392696566,0.1560107938513522,-0.4662157426986211
+4415,0.739270078125,0.119856162109375,0.446738360742805,5.039399726388465,5.766109775068326,0.4796377705860371,-0.0708053450444388,0.3461908749667332,-1.6010550731738264
+4416,0.5605752734375,0.112136474609375,0.7060818879386797,4.566320250578748,5.198452051737627,1.8674015221713167,0.0453561954968589,0.1281490294498277,-0.8748450397647023
+4417,1.069670546875,0.1435103125,-0.1636918977768215,0.6030560050069302,4.657054762475565,0.6539306278790011,3.9940770250240862,-1.0141395311730603,-0.4792646816924264
+4418,0.74579671875,0.1987095703125,0.3222177609779529,0.3288092523424549,4.7539035513556085,0.4374088566397882,3.1048616168442065,-0.0389971284537134,0.4562165305828716
+4419,0.713220234375,0.086692841796875,4.062695722836716,0.008477322455053,4.864842461941418,0.4655867216985797,0.4147201050059544,5.615504494126098,-0.6880517664743961
+4420,0.862347578125,0.069800029296875,4.588411060695155,-1.1626677076713188,5.304431148862863,0.0963235510295866,-0.065041309674721,5.091509923240271,0.1851788799931415
+4421,1.32673921875,0.708178515625,2.3074036904881545,1.2145780809788138,4.852255237373585,5.343421239502494,1.2558349671085234,0.3232745077088115,4.336644570555561
+4422,0.937097578125,0.140577021484375,0.8646854539495722,4.474333676146846,5.3057595996835225,0.80665943396636,-0.164967833298591,-0.3481303964278645,0.5552591813868968
+4423,0.76254890625,0.15100916015625,-0.0460051116976319,0.5223320046778515,4.383143622207963,0.4299307403896913,3.9097977254941,-0.674051709732769,0.8656755797662203
+4424,0.85539515625,0.11759859375,0.4106441008522142,4.231325431629565,5.517449819160898,0.8925007444034136,0.3875380605000285,-0.3265289592327002,0.0567584152388288
+4425,1.0302446875,0.107677744140625,4.676432347440759,1.464582777919878,5.042053489370655,0.6316017463008157,-0.8519429645820609,5.921531638106981,0.7710107232830088
+4426,1.4039384375,0.1414465625,0.4464884043923283,4.882402279041767,5.860617272734994,0.5753508443017463,0.0479285630299022,-0.0311868369091328,-1.2480044092584643
+4427,0.78885375,0.154642158203125,0.5793512569125223,-0.2606124609460199,4.114454196793909,0.7332483444502059,3.745629393478727,-1.193498940443944,0.2724621850817749
+4428,1.27042359375,0.129154111328125,1.6695034009472034,5.685967851422413,5.704084284418935,0.1708475174769697,0.3610368685895025,-0.487886678716646,-1.1823976901888196
+4429,0.744784140625,0.11272158203125,4.627737807218039,1.4443936009302434,4.423326542129734,1.3324671360179985,-0.1452632598258031,4.975561459505062,-0.3082713845910512
+4430,0.75292859375,0.13199798828125,1.3978412760808334,5.096331307107104,5.580304136866526,1.009806325962444,-0.04593071945035,1.621515902555075,1.161679551772749
+4431,0.97671109375,0.161346484375,-0.4450904347176527,-0.404372389240022,4.628837473033414,-0.031140824935305,3.410996307157056,0.7912316017304954,-0.3262852479442129
+4432,1.207307890625,0.4821079296875,2.675837704944377,0.6903593031378534,4.475589887836337,5.1030116750596575,0.0608558843068574,-0.711744964925083,3.606642907450602
+4433,1.26727546875,0.380990078125,4.54270181183142,1.596773788873248,5.496212798521475,4.0377247529455484,0.2617064297507777,0.0205795242739946,5.002435661388914
+4434,1.09080015625,0.144622294921875,0.4225810256939458,4.772678434009552,5.848986899740405,0.9992333363854078,0.0566495097782842,0.4420717726981104,-1.01128473198487
+4435,0.680038828125,0.131848564453125,0.2095718969157467,4.899130115740193,5.526487621164671,0.7173894770610841,-0.6633971833701026,-0.0755734353117495,-0.427497035423477
+4436,0.880752890625,0.1124011328125,4.560371000476057,4.726100375664199,5.165313003527667,0.3734208639916814,-0.3053206776906948,0.1333553527725785,0.4090622826086352
+4437,1.41784515625,0.4116200390625,3.818252088804641,1.3119923266985407,5.062481123301738,5.2672027963554,1.6365935339617086,-0.0932275288426024,3.4150903235129184
+4438,0.6071748046875,0.1128733984375,4.879008432292702,0.9797138496018496,4.9064920816300805,0.3039767382539139,0.1104397814416408,5.61079361002836,1.5072648607336068
+4439,1.036634921875,0.084834931640625,0.1696832852822628,4.530006640589224,5.559105532730548,0.2242513238372143,0.0854100224703951,0.4150636935946272,-0.3616340401685715
+4440,0.867716015625,0.107639931640625,1.1911496007410325,5.301142221429182,5.6632999665526,0.9726642280859537,0.1673375929362752,-0.4330877576756842,0.3588838046796287
+4441,1.16828328125,0.10989630859375,2.7178262633325105,3.9675900171726326,5.496876952528196,0.5024533676267571,-0.0044874924414606,-0.2980047068537607,-0.6490732328079403
+4442,1.093614765625,0.124802197265625,1.9453248791742643,4.652879114011147,5.205338740299524,0.8414575010804675,2.8434351766317167,-0.5965719094625549,-0.0863806430993526
+4443,1.034168984375,0.12847900390625,-0.4784021818991381,5.15719495092856,5.59545008612978,1.251372859597912,0.1076737367639301,0.4814239325745306,0.6551167478319326
+4444,0.971150234375,0.138341044921875,3.2029955925564586,5.0872261679158415,5.508137533112827,0.8188724301340289,0.1844948968832053,0.2856564790990525,0.335211051917321
+4445,0.826709921875,0.080365986328125,0.0598763992257686,5.428104574511804,5.31242095832655,0.6421248563345687,-0.1335748609400395,-0.6102670753670124,-0.974305887586676
+4446,1.082169453125,0.16049134765625,0.8159296227912739,4.58377926959504,4.88234581369572,0.7495613866455134,2.809168642546541,0.4868410357840941,0.8774576692722422
+4447,0.783310703125,0.096933544921875,4.479097995222804,-0.5239890614244838,5.025049418449131,0.5206309904382092,-0.23839447373286,5.171011535282715,-1.0995411276626337
+4448,0.770238828125,0.151381220703125,1.1566174893230483,0.2789796174821896,4.319538095564933,0.7630989328278216,3.8435689658861434,-0.9047916675740016,0.8075385318162687
+4449,0.7724275,0.1604625390625,-0.8121957060244936,4.4379345658137614,5.124727202855685,0.6729705203982896,0.0650553515770561,-0.2879119090840564,-0.7783970742476689
+4450,1.33620640625,0.4537283984375,5.473127415269466,2.4656051609458256,5.181811730035343,5.413311031415366,0.4323582086817376,0.3149929404172349,5.606509142834874
+4451,1.09938578125,0.16416755859375,0.2885284340495493,5.004286690223415,5.889727256070072,0.390186616410718,0.0816834346540977,0.4344287272051798,0.7731768618682473
+4452,0.8095028125,0.125275673828125,0.6426927946681689,4.565788412848278,5.123303748478727,0.8519787216452726,-0.0758935935766241,-0.2194530154788699,-0.1088150403250315
+4453,1.0124340625,0.097800087890625,2.1723787334857456,4.185788708394979,4.688916304843156,-0.3528903090871895,0.5161967716520739,-0.4669653741813891,0.4490972578502017
+4454,0.99906359375,0.100789189453125,1.0456386596817486,4.815791472136734,5.344246876137114,0.4532543728864663,0.2129138567574481,0.0268114867416906,-1.0316085529550485
+4455,0.83693765625,0.24682798828125,-0.750916898847828,4.777261137960022,5.4977034776735785,0.2673224910196996,3.199186583023266,-0.4057781926318072,1.4527835692275597
+4456,1.98146671875,0.24893888671875,-2.029309167436483,7.864611102219571,5.7835351364313095,1.6894362955312026,0.0165505074956058,-0.8072993460381247,3.2262520955702003
+4457,1.047461015625,0.101361689453125,0.7866517768088296,0.1388492464723785,4.792146174701033,0.4693003020889713,3.3713803974438274,-0.6568343295675537,-0.760876083449495
+4458,1.008893359375,0.1441212109375,0.3472127773098771,5.316194130266069,5.54037399245732,-0.1362419295824404,-0.2807600684478076,0.0292637296028902,-0.91526036162151
+4459,1.2220821875,0.1231273046875,0.9289454195378108,4.20195122053762,5.196431233949816,0.5619316061069117,-0.2811479025929997,-0.3511267482874572,-0.9937546500550984
+4460,0.917025859375,0.093353359375,0.6897472540304448,4.758368880758505,5.477808298175389,0.3464386346969728,-0.2382322150967216,-0.5816175753993905,0.7661089235156504
+4461,0.843719296875,0.113037236328125,1.1557197695588042,4.891430629879412,5.060397774642415,0.8900727920843724,0.2525741024445287,0.0077659699225321,0.6429319470221214
+4462,0.741597265625,0.16114244140625,0.7101542193274765,4.341339428463268,4.96110412471805,0.5026371487135414,0.0159969416128373,-0.021493473809093,-0.7422825733063603
+4463,0.700991015625,0.0933371484375,3.4902520475026515,0.302655975082202,4.975429345405503,0.0856257580232365,-0.1095396386276517,5.531909784026203,-1.1820869915687768
+4464,0.897791328125,0.12246060546875,4.731289246638804,2.06094423328142,5.08400823806695,1.4617165197929385,0.0002551321368822,5.745531334383407,-0.4415054240591416
+4465,0.870451015625,0.0982627734375,0.3992676899487993,5.25487750897531,5.448227637990416,0.6271269033020404,-0.2068446597068711,-0.442729707073091,1.6712511863982844
+4466,1.00731953125,0.110588828125,0.5088999379402944,4.647651970428846,5.417178660506058,1.0679834153736851,0.167297773295704,-0.1444228299914458,-0.65638974599869
+4467,1.062552578125,0.56176796875,2.8238464625142834,0.8877168364043273,4.42029463769597,5.0729861182349305,0.0118337322331783,-0.057402596473449,2.984257512126793
+4468,0.9572978125,0.1205798828125,-0.6936468802824082,4.854347574234192,4.894674286564351,0.8480728033781002,1.929166104349187,0.3602436464416618,1.482442994374249
+4469,1.12594015625,0.07890654296875,1.5639664079401117,3.7912500119447152,5.337341964695515,1.7036778014161114,-0.2158057045293276,-0.0902732468301956,-0.7194337158608353
+4470,0.7409278125,0.106701376953125,4.792523650544014,1.787529361296201,4.892675861521978,0.6525606389478409,0.1891503385082538,5.454602072213282,-0.4380065965263449
+4471,0.879352890625,0.121195595703125,1.143436764652815,4.546938087149644,5.723190364713477,0.152711592132456,-0.4269243691934331,0.0800760855490541,-0.8639928012618057
+4472,0.775056875,0.18437291015625,3.8860269303857184,1.129615094762153,4.319959807866104,2.409937857816008,-0.2676848867009913,0.1098693528793648,3.2056756277075067
+4473,0.779416953125,0.11534880859375,5.179091802046265,0.5967064223437509,4.9737292067769,0.2878753949563942,0.0023774487475621,6.047710462571964,2.501910435897795
+4474,0.854511796875,0.1180156640625,0.5669966539124545,5.1914436520690845,5.472490766318615,0.9296705832465229,-0.002222438184378,-0.5689454205920642,1.4651936902740663
+4475,0.876733203125,0.07057595703125,-0.3153812229628265,4.866082643632371,5.333987169225817,0.4858552455764073,0.2027161296892286,-0.1586241371250176,0.094156419086505
+4476,0.9492478125,0.11371833984375,-0.5764077757350149,4.924485006097485,5.561299183579211,0.0927485918698981,-0.3194928931319213,0.25601594397423,-1.0609797913356074
+4477,0.70910296875,0.09639166015625,5.304394264111343,-0.6711732624262413,4.647688263523626,0.4264807762825303,-0.0966239481056884,5.538179019113731,1.3900312294515829
+4478,0.967351953125,0.1644273828125,1.4206659588078772,4.869415589641254,5.094888025292153,0.4222805241329334,3.160112376197323,-0.970114572002596,-0.1333886773023656
+4479,1.28569390625,0.2269906640625,4.156783829332,1.475398779825141,4.918235341680242,1.0286341907547911,-0.2380572041931285,-1.26095016905906,4.2515116752166255
+4480,0.938197109375,0.107208466796875,0.1741134647901742,4.434885922048404,5.5846842463743975,0.3579890419192876,-0.4768475468416657,0.661166939754653,0.6331424235707444
+4481,0.832912265625,0.124440927734375,1.201940308929341,4.311691670809391,5.138627260806606,0.5018099334321294,1.925178339639845,0.36438720469635,-0.3221571654216961
+4482,1.03630609375,0.146487412109375,-0.1084753205563965,4.321866536540659,4.9122582595318685,0.008675065763809,0.7702714599108861,0.3047400542954783,0.5933864029841577
+4483,0.923570859375,0.18233556640625,1.0540772072300508,4.945763180322964,5.363600161827237,1.1900173261442926,3.811692693748119,0.1814632464790035,1.565768984859762
+4484,1.2144378125,0.1319769921875,0.425129759537619,4.814665225519236,5.652339004377838,0.5594770963918719,-0.0996328959413617,0.1814076573117423,-0.706327444239695
+4485,0.94080375,0.1385330859375,-0.0591531254092393,4.271328667522215,5.1067758590263255,0.3998249888247732,-0.0295566273538804,0.6607205166919667,0.9130724593849384
+4486,0.793144609375,0.126378056640625,4.111074584196826,5.145731690486935,5.350145401161421,0.7130682161581612,-0.0151882852154194,-0.2182559948233299,-1.3281378387986988
+4487,0.869579140625,0.081920849609375,3.8416173330592622,-0.173947859835287,5.229129014906887,0.4859349589857817,0.3055259951130951,5.5781897653861146,-0.2585147243249525
+4488,1.65369828125,0.4703703515625,4.512085534469254,1.973419833224995,4.870744866307683,5.089463490060042,-0.124802154461509,-0.1008541179909265,4.562508960220373
+4489,0.62943109375,0.147401953125,-0.502497233248452,5.072917962948012,5.7633979999036375,0.9658880021795018,-0.0927284632980751,0.5157242418024145,1.2776129038730168
+4490,0.93967015625,0.09516265625,1.109279806196918,4.610027105396164,5.277590978970741,0.1117427627276229,-0.3766034222069551,0.0734470692012758,-0.3728246062245496
+4491,1.226096171875,0.102603291015625,0.2073996190908557,4.930544362325149,5.326580480268911,0.3928333754826549,-0.0772783346402736,-0.2052118610738519,0.1384154019812689
+4492,1.1040296875,0.37229375,5.617043732934205,2.0724591990150945,5.632058969476156,5.184394815458602,0.1455354130144296,-1.04542034055514,4.913290043535063
+4493,1.37361734375,0.5253433203125,3.9944170136172574,-1.8060988479370843,4.64589232620207,5.43928299988012,0.8804343520851217,-0.1707679572093371,4.185859742859908
+4494,1.61134515625,0.21023017578125,1.8758919084436487,6.2896850754285385,5.986546496428035,0.9261701175341952,-0.0908347191152512,-0.7244067431163307,-1.6918219120080409
+4495,1.26111578125,0.181235,4.238254189441979,-1.577101112981079,5.031153015424098,2.1968345488910384,-0.1401031352849266,3.0685093461446167,-1.4602311959784589
+4496,0.97756421875,0.092006728515625,1.718128419317249,4.9356428216312,4.7790550581710125,-0.0056069395229163,-0.4635460949047686,-0.5231344377600158,-0.3280498208127572
+4497,0.980439296875,0.076890810546875,1.5836897709294635,4.952190221807274,5.0870950808921656,0.0852441288606146,0.1682761324780053,0.1556702791225043,0.1709310749127019
+4498,0.894254453125,0.1317285546875,0.8758926372037876,4.747091517117813,5.45590572510318,0.452439041707642,-0.3429286322883566,-0.1666109266365926,-1.0367431026583642
+4499,0.87559359375,0.17564146484375,0.5451995068571726,-0.5175026418239763,4.647938740663979,0.293558289157295,3.04306886061285,-0.0724578379801224,0.225903896825649
+4500,1.20207375,0.10346083984375,0.189711717230668,4.756857768708324,5.5890536444557695,0.9066365461540744,-0.3086853837542725,0.1631507539245033,-1.1964424857122276
+4501,0.713422109375,0.163457626953125,1.0058416738203064,4.5046177030388055,5.624672289613871,1.0683728164726325,0.2093345674660352,0.32049276647756,-1.3713361253182013
+4502,0.727848203125,0.097252197265625,-0.5397959443672334,4.666630706783394,5.74713118800952,1.053738354216282,0.2871081048478887,0.1768687384125216,0.151460225718343
+4503,1.259596875,0.4626425390625,3.69976249160816,0.5708935508372341,3.6089378477981606,4.370772462135522,0.6023768685965158,0.6954950202517608,1.492007992014574
+4504,0.8712375,0.153555380859375,1.1015071533132956,5.045633288623991,5.136677931103311,1.0654205251431257,0.40822771258356,0.4262202114005454,0.3675180973557359
+4505,1.009650625,0.4210142578125,3.2736191347542367,-0.4014482131753292,4.602377187318772,5.011239758434385,1.4483593146544609,-0.6255798613233093,3.109795087672766
+4506,0.985688515625,0.1334718359375,-0.6388022799246086,4.285191755673496,5.0097016797678,0.3696626093701639,-0.32071670521108,0.2113255720342345,-0.6679974265061782
+4507,0.961298359375,0.11085107421875,-0.309370021140847,4.682060517021075,5.485920844856193,0.4859910212207015,0.082018370213496,0.4980556307026724,1.3337031401007984
+4508,0.852697734375,0.106195498046875,4.639990816264995,0.7505308961657768,4.907982707464819,0.5642449318520596,0.2266872877790842,5.760517495768512,0.8607203707220266
+4509,0.838083125,0.332256171875,3.847514048294668,1.017351093003548,4.84583585254192,4.881502653416536,2.433292237060772,0.9718406856546912,3.303387543015447
+4510,1.4791378125,0.428804375,3.972823885825428,2.0691822082663256,5.490573478400622,3.977498973834855,-0.2166999796589754,0.7880754321754025,5.153086070147239
+4511,1.2306409375,0.1111883203125,0.6393481185001948,4.318127963139786,5.552165138667183,0.1533132446119133,-0.4539482161104797,1.2452062796268102,-0.8060326529536579
+4512,0.81938484375,0.08714412109375,4.369852658591406,-1.8290029166242516,4.854336221641881,0.3161949531541462,0.0077994518119297,5.486932989320992,0.8825875716553262
+4513,0.87291859375,0.0737888916015625,3.8649494462851934,1.745939843839968,4.61365884967768,0.2097683555270705,-0.3773299808202171,5.349786157119792,0.9045151988877722
+4514,1.74397140625,0.25194421875,1.3556421054804413,4.720291658345918,5.429095786179719,1.7165666867347047,0.0854878919688725,0.9676055635361644,-0.2984196443236218
+4515,0.801027265625,0.13236166015625,4.255174442059166,-0.5715579521658727,4.905515566121567,0.780683430386056,0.367871679554668,5.964791967056251,-0.1635389580552434
+4516,1.50317421875,0.244281953125,4.444714218468341,0.9914053917949835,6.074134118668855,1.8597014416240905,-0.2880649950893857,6.364612511004374,2.1241400933571386
+4517,0.8574790625,0.120756923828125,1.2242684569637197,4.946047259288666,5.559551062783061,0.938527976888932,-0.087116916193043,0.1429504900400936,-0.993894868663746
+4518,0.9960546875,0.10535115234375,2.130450591027598,5.363261282414964,5.367390087370672,0.9128583789211782,0.3330493124018062,-0.2555601602726561,-0.7600544502538022
+4519,0.998569609375,0.137901767578125,0.8143584024336488,4.620390238222937,5.739790404229756,0.7877363215831933,0.0100965843022703,-0.1568951879641134,-0.8951002968783169
+4520,0.80847109375,0.141403955078125,1.1070923530152468,4.760346138051661,5.190570472085327,2.82684504259868,0.2809581167409309,-0.0347307042885604,0.7404103879600601
+4521,1.08095984375,0.15299009765625,1.2112521790356536,4.666462933523736,5.499742385536822,0.728342149114864,-0.090652343263781,-0.3573193192745,-0.2945409407050582
+4522,0.759212734375,0.18706796875,4.185867059929123,1.3398620465883917,5.607354997305738,0.5400120616691314,-0.2892950021619703,5.235233006192397,-1.1798520299622908
+4523,0.822299375,0.089445498046875,4.520331532782578,1.2775319623368804,4.844788391961079,-0.1935401324206317,0.2620539450438611,6.05193864122214,-0.3816626628369894
+4524,0.93379546875,0.1365971484375,0.5129891527242996,4.617310248003376,5.512221668709597,0.9770960557305944,0.1420728530714606,-0.285499249142264,0.1766833257311101
+4525,0.9068984375,0.121808896484375,1.170993325404222,4.457334995568912,5.270460884284278,1.019970865223403,-0.08577858300128,0.1206016953676535,0.7701080880662722
+4526,0.809547734375,0.12643326171875,-0.0831855246732053,4.543138100811305,5.465315188114305,0.5942378515031088,0.0520729653318875,-0.0667297070093344,-0.6172125225216589
+4527,0.967468359375,0.06091375,5.075952932421975,-1.3952999666080483,4.739341964746274,0.2628658910316937,0.334603679775974,5.297548425376136,-2.0100701450934246
+4528,0.713242890625,0.0810062939453125,3.475229820899945,1.431399157843671,4.762487168476819,0.5943088459738852,0.5225154709627455,5.618363447081022,0.5385205177807916
+4529,1.5918965625,0.3721333203125,5.42557090725515,2.2627335342207635,5.824436599947127,1.620708084804302,0.4468516832985582,6.364399324100081,2.5372472751038866
+4530,0.8678765625,0.18448333984375,2.3927017457793744,6.342129644775388,5.414503042974856,0.6016959823332789,-0.1975480508992942,-0.119922273732819,2.086499319181659
+4531,0.7761084375,0.1417640234375,1.3942085189892803,4.724589188214595,5.762307971478134,0.2600792499454812,0.1642081554839703,-0.2573917502354191,0.0992386125621799
+4532,1.054771171875,0.3668353515625,3.949336228417968,0.8791012136217065,4.9126253253355445,5.05054476278136,3.3964928658651585,-0.5353228841973328,2.1913956989272743
+4533,0.92422125,0.12302169921875,1.8340220714930204,5.321480949486847,5.490711583228527,1.0963324542951365,-0.4029743532262532,0.1039375784276391,-0.2129092484375312
+4534,1.03753140625,0.109697080078125,0.6175659833721039,4.988567024399412,5.286257424754996,1.203976517106904,0.2681924542467079,0.3115179178028371,-0.0942537336332554
+4535,0.7000453125,0.09089833984375,4.100058703589653,0.9763207421788268,4.914549115461744,0.3045824817719953,-0.1312877853685179,5.464308081216676,1.6634034649844
+4536,0.852533046875,0.133558857421875,2.321811630520662,4.649327513761523,5.330170468477836,0.9397321343203584,-0.2452022558311352,1.899304469083421,0.7923138199111641
+4537,1.1833,0.29860328125,4.080481196399245,-0.426258123800724,4.870747166128872,5.175248808980147,0.0158900317578951,-0.0793995093203931,2.230430082976725
+4538,0.978366875,0.132799130859375,0.8201316586610663,4.220533211760672,5.0741559593454015,0.5201353373745214,0.4238994406162558,0.2655476230633556,1.0370591240838256
+4539,1.37221796875,0.2397233203125,4.150285497553287,-0.2625745257153741,5.377130079439114,3.72958965961064,-0.4486000162732372,0.313406255411329,4.796955828158986
+4540,0.80503078125,0.13328880859375,3.9798685872162975,1.4825452179946426,4.897443292552103,0.250649438857956,0.1698019442973162,6.18118080663965,-0.5480576172379226
+4541,0.98110796875,0.07086640625,3.3009107483996942,1.5021052102092618,4.854401303970887,1.6882938953610362,0.1187453659253957,5.6823323214528525,-0.0522623333527507
+4542,0.7109765625,0.2084939453125,0.1590991368841224,-0.0973571570869897,4.685397230874663,0.5553992617514226,3.435975834466941,-0.6503969334705856,0.4664967607121991
+4543,1.1358990625,0.18144443359375,1.3605531773749049,4.495255001360484,5.348463333203971,1.0511488862908973,0.0987636845743469,-0.6406204771169481,1.376678407751593
+4544,0.71948890625,0.106158291015625,1.6942226405450318,4.851003501302159,5.359667391134368,0.1330376721995724,-0.0296081854916239,-0.3164184034438865,0.9697341611624782
+4545,1.0514728125,0.1630699609375,1.3380293620502974,4.622362918468846,5.433743903925532,0.8698642476538283,3.686708830218845,0.1929572342103107,0.2509145162128439
+4546,1.06817078125,0.067074375,0.9441279348928132,5.15347057281173,4.990002796152372,0.054249335753292,0.3838262219994942,-0.5486335916886477,0.4728302409763787
+4547,2.388905,0.357433125,5.170004925851324,4.6557833710599805,5.86212503560781,3.4334957301731257,-0.6669791190505874,0.0040279667132583,4.269361240787706
+4548,0.8998628125,0.119169658203125,2.630502659670026,5.119076403724505,5.6270081578620745,-0.1344382213036088,-0.4044633322303443,-0.1421083977737517,0.5130481428112845
+4549,0.787331796875,0.09583296875,-1.271987398328544,5.381582564156076,5.261246768222796,0.9593872360508552,-0.0800721817560684,0.4613279732852237,0.2432600232749406
+4550,0.737248125,0.094095673828125,1.0240964734403444,3.4389167358519783,5.596592189969708,0.559774495543196,-0.2145788154776051,0.0280296321850109,-0.3751814079832943
+4551,0.879244765625,0.10809541015625,-0.0335313116417931,4.078500506691091,5.017516010533717,0.2462400742467826,0.8890579314494245,0.6078427176263275,-0.087961109323386
+4552,1.10453828125,0.099664609375,-0.2426435841179435,4.859431600585079,5.256250496390092,0.2612906164983012,0.1615488239194807,0.2794771977889649,-1.0824518021471363
+4553,0.94440625,0.09333775390625,-0.2376143399456897,4.597637192572724,5.276391464025154,-0.0451724781577623,0.0093226250467142,0.1101323364672228,0.8076017306872586
+4554,1.001656015625,0.1242458984375,2.048648307196339,4.267566410578629,5.467474846132502,1.6527204697736788,0.2970262545460181,0.0348816693864204,-0.6505776534878339
+4555,1.23693765625,0.1969191796875,1.3372123516517858,4.666546345195012,5.97510276836152,1.8356730127346288,0.4745616896258039,0.2581234787327205,-0.7870798677615862
+4556,0.883282265625,0.460374453125,5.583192488033661,2.1962413191873837,5.689296665911948,4.929956605322266,-0.2435987616451631,0.8095551751967713,5.102396347716086
+4557,0.85545515625,0.126054599609375,0.4247481699291218,4.366827548569147,5.074164046185056,0.1891367567303111,-0.4757049508806726,0.3667113470836292,-0.7607989006037239
+4558,0.9352678125,0.116340791015625,-0.8953335366185308,4.858165692033478,5.566580757574235,0.245071151481726,-0.5601090450938631,-0.0446769109336864,-0.5366991812531038
+4559,0.811006796875,0.1252852734375,5.279862962098935,1.860926709846704,5.06548219969364,1.4072936756215948,-0.4176048329716749,5.925950195089432,0.730207972818893
+4560,0.9139946875,0.21487255859375,-0.0217379099953268,5.1972006573899545,5.142545086457353,-0.4263074661877985,0.2952860764357298,-0.2178500159886493,0.6054763704362656
+4561,0.9261353125,0.07899416015625,3.965061696716792,1.3028704662823805,4.273376708340729,0.8075962672874462,-0.0560266426522841,5.55883837738135,-1.410088595513982
+4562,0.808556171875,0.15392083984375,-0.1834108015722827,0.3258975176828378,4.877625744655564,-0.2578141764267149,3.726978234104597,-0.4611941155932545,1.0674859134658077
+4563,1.12335625,0.092427998046875,0.8622787539300284,4.911645728078924,5.478700348400101,0.5330493726992545,-0.1602178924290317,0.0967945349079224,-0.6690165870070026
+4564,1.072515703125,0.1528706640625,1.491994420693913,4.297961639689162,5.495490478129292,0.6005094675059859,-0.252909641120135,0.3969423845684818,-0.4464748526124955
+4565,0.62981578125,0.11495935546875,4.541187330746107,-0.2271044303016444,4.079300233674484,0.939214233160895,0.0553617688840362,5.593701420245255,0.0726890037533455
+4566,0.701005234375,0.09610720703125,-0.6755181487904294,4.99029203690092,4.905703425654723,1.7352344935921566,0.9350365059408372,-0.211561351443022,-0.8787559301921954
+4567,0.959386875,0.124475146484375,0.2231306666911173,4.146954796927764,5.557415403330338,0.6872615820778958,0.2397850869088482,0.0551205297068265,-0.522306287857306
+4568,0.780743515625,0.099047099609375,5.703831337035707,2.097698305346902,5.085587041827261,0.7646843423536677,-0.5329633277270478,5.788334829121852,0.6253390998087043
+4569,1.0165125,0.133590048828125,0.5858346286487427,4.936543111606326,5.7296872833462125,0.7825919848294645,0.0914333196902543,-0.1669499116201126,-1.4482438705371357
+4570,1.6296109375,0.1940123046875,5.45296079391551,2.5243030163705247,5.787657433882862,0.515275898289471,0.2210152864156921,6.398472596419475,1.9054244543569032
+4571,0.88697109375,0.151676474609375,0.9319684769726716,-0.1967106654027294,4.850589176034928,0.5709854601493226,2.995808232663466,-0.3987336751557931,-0.7058174809495341
+4572,1.185142109375,0.19776138671875,1.4384533337884626,4.305498696078112,5.648334771464543,0.9211457087085548,0.2258531005833523,-0.2890275068717882,-1.203715356651432
+4573,0.906746640625,0.0922995703125,0.8670634512716922,5.1839463338055785,5.048540585986189,1.042103652677017,-0.0524170022153146,0.0436930267685004,-0.2817240205038743
+4574,0.692068046875,0.088015458984375,0.7775443116707536,5.30598965591901,5.634058935682561,0.5690011662506729,-0.4128637084067144,-0.0774398451254016,0.8216143306297803
+4575,0.7648509375,0.10304376953125,4.993717164286597,2.180599332876762,4.612321784227859,0.4510504915727037,-0.4660961473478179,5.793136681252969,-0.5627019448464914
+4576,1.47957203125,0.5238772265625,3.875104967093524,0.8796424299700952,5.025385256720498,5.208165855357239,0.5307688269785416,-1.043473958844462,3.883931896950033
+4577,0.783475,0.095217265625,-0.1964624050914697,5.205749529311865,5.621475981469837,1.4938624630410264,-0.4280930821891698,0.5947032311256547,-1.1948407800285223
+4578,1.0100621875,0.084959150390625,0.1670572932027025,4.471071920146926,5.48251390719236,0.4106767335193111,-0.3318211149589843,-0.3338944169865476,0.698057326927179
+4579,1.1928753125,0.12860802734375,0.8112209335969637,4.122921632786761,5.263617560624787,1.0429020221035126,0.1618385282259574,0.1598379420283965,0.6764016403833751
+4580,0.793025703125,0.0711196484375,4.929014400893008,2.566492278498458,4.790060569468235,0.5687951022547673,-0.4403480092466647,5.614029806992972,1.9380043611905429
+4581,0.4550390234375,0.11235671875,-0.0979092278487781,4.9733667694717365,5.583765338011252,1.712233877368185,0.3849548779916273,0.2033202491645336,-1.239947204523124
+4582,0.79517265625,0.1740469921875,0.4501379953905789,0.8671912404552753,4.503877415267526,0.914740690259996,3.700045045797322,0.3016667442806229,0.2212919674482611
+4583,0.8626065625,0.0814797705078125,4.607361491734233,1.3632067368394245,4.815447075375872,-0.0188055506320702,1.037579410754439,5.512367437585385,1.0208797050295897
+4584,1.65951625,0.19776259765625,5.528353997592461,2.2647716731078305,5.420435993963205,1.3052164279040956,-0.2753205502676787,6.509973481526755,1.5580324297781647
+4585,1.01324828125,0.11997318359375,1.4093335927229815,5.020639821057536,5.385129940789235,0.6158683933067993,0.221822726557761,-0.5461440112111544,0.548165438921794
+4586,1.1759334375,0.23240384765625,5.806698944779614,2.0152135347059965,5.567205033485559,0.9697473477150236,1.2415012738618998,6.726459260086892,2.665514226694544
+4587,0.745114453125,0.105548583984375,1.6694048663452608,4.955420740777721,5.337992755481683,0.639149371610556,-0.2540087802217443,-0.3144782756524408,0.915386752024984
+4588,1.51573984375,0.3483765625,4.294525564618109,0.148008296150045,4.928344748511301,5.386840217295906,-0.14560689870789,0.2230052929325574,3.398163398821475
+4589,0.826153828125,0.150767314453125,0.9810446683272216,5.523173996563717,5.6426560016618765,0.3145549580442531,-0.0416015497172266,0.5071413824852978,0.4191748130516581
+4590,0.68663578125,0.128219765625,1.2545843430770365,5.191433909423831,5.078000912582749,1.5435593046883338,-0.1424866111482238,0.028679684742275,0.6253667277981957
+4591,1.093434765625,0.09182609375,3.858468371024456,1.2788786023183294,3.111976868353556,0.7436289898976352,0.2613164697296853,4.645457404345906,0.3015984611286492
+4592,0.927920546875,0.11674525390625,0.8625305281162201,4.5412989357848,5.369128063887714,0.6918972037980856,-0.0446232203632279,0.5029583760151048,0.6007720668207169
+4593,1.10935875,0.133300205078125,1.453905279709369,4.733971556451859,5.577921514689805,0.5415510476057586,-0.0825573669758914,-0.3790227757092586,0.4529170246694474
+4594,0.8627046875,0.1744592578125,1.2159611374991812,-0.5974805222759361,4.656791614275024,0.6114151836583577,3.8250181740190343,-0.8874346900474691,-0.8891787397875199
+4595,0.899227734375,0.156764716796875,-0.8158964792408055,1.109725665720669,4.066749473797757,1.174904647081223,3.842365995369885,1.2997380958352776,-0.4556962633386493
+4596,0.821674453125,0.13063515625,4.88499135904155,1.12048439015911,4.937836248760616,0.0749736935814546,0.372063016945821,5.778766222264546,1.6728141115421606
+4597,1.4375665625,0.32006779296875,5.943176164564725,2.940163252010461,5.98740458497054,4.907195130531517,-0.8411092149161734,-0.8735400553265884,5.10012963668806
+4598,0.64149421875,0.13204599609375,-0.0866059699528619,1.2042377336747556,4.177881176067037,0.3187263204521858,3.1226156088714863,-0.0965803010250729,0.0309884032991729
+4599,0.883932890625,0.09873205078125,5.057715957158077,1.537716017379659,5.013569095170638,0.4396162651189935,-0.1942157408906247,5.368113990263796,1.592053653430198
+4600,0.77908265625,0.09598958984375,4.893933907530345,0.6578494757170729,4.820808021188854,0.2308428235338074,0.2597938595127474,5.672675637956648,1.8729507485679997
+4601,1.018583359375,0.104865068359375,4.757674397064249,1.9275703797268064,4.864724955252376,0.6037293048205385,0.5535487873836136,5.616537843930739,-0.4408127338938082
+4602,0.7725553125,0.10578623046875,4.481150975807755,0.4040954838604008,5.067113986839647,0.2603736279283584,-0.1410095794055331,5.570542464545201,1.3324278474941875
+4603,0.863406640625,0.158727646484375,-0.9744092611111332,4.884402375830759,5.495539077782893,0.7495115462129662,0.1892971038558176,0.1020357805712328,-0.5803951099168995
+4604,0.97425234375,0.12530328125,1.0598753906581306,3.9545801673121472,5.070711748720536,0.2528764375854241,1.950770150496972,-0.495944454193487,-1.3635481091906296
+4605,0.793194921875,0.1376161328125,0.2447191204106122,4.451109371148014,5.661754531248509,0.8030708981198792,0.0125534230560488,0.1501670872189867,0.4594607813191139
+4606,0.96621609375,0.09541529296875,1.183081202667116,4.677488313809761,5.054570524046175,0.8205377858546496,-0.4259262567962367,0.778225110856432,-0.1718494103932634
+4607,0.82019578125,0.1406736328125,1.3069684072268717,3.777720759918096,4.767364948123638,0.9634777775221346,3.361264191102778,0.4838413824971006,-0.2416276188911494
+4608,0.843505390625,0.0925990234375,-0.1248399790218189,4.175572687970417,5.111249479917654,0.8388688349748595,-0.2473442957422572,0.5082150314672427,-0.4743918423436259
+4609,0.87328,0.11915705078125,0.0492525519139705,0.2976062607358658,4.821863487220752,0.2656580962921728,3.920560665387875,0.3234347991797414,-0.1501766056419937
+4610,0.932084375,0.10298255859375,4.469207680376683,-0.5880875990923677,5.09472901216787,0.4328534787618901,0.0394719398510891,5.794911735235494,1.8962187449779095
+4611,0.799267421875,0.144153017578125,-0.8608860030192571,0.9033735846308196,4.550762969016327,0.0910205361159095,3.3755633727943817,0.1739362101711794,-1.2305069947251677
+4612,0.959004609375,0.132164814453125,0.8022777544918189,4.201819639238441,5.148598350799538,0.3559288744975705,-0.2011221784274823,0.1260994360569625,0.1480508503802506
+4613,0.897228515625,0.12675251953125,1.4052898291578473,4.449711143453849,5.424993660286334,-0.1080630021037914,-0.2413044717281814,0.1496157802195321,0.0171083061859487
+4614,1.39383671875,0.2883671875,4.8419614070861545,-1.3633910847296482,4.820184991310932,4.651477194931316,1.0230466497192434,-1.1015663109410836,4.617515939081311
+4615,1.7766390625,0.2091021875,-2.7239618398647902,7.988387090758084,6.166280300115013,0.7171396153814505,-0.5293131138374427,1.0082190744453594,2.6844868781818247
+4616,0.87561640625,0.133681875,0.3428036944028774,1.0024901661361942,4.760377016503091,0.69596467519177,3.2724740159156607,0.1903809173565643,-0.5148549633423531
+4617,0.6402444921875,0.092916484375,1.9598629586593528,4.709169351399259,5.1889288106372,0.4568604321811068,-0.0035241361943636,-0.7053630335777201,0.9083044223630226
+4618,0.884724453125,0.114780517578125,5.640142930889221,2.0794611465024024,4.747783909233579,0.4949583654733577,-0.8649861811212007,5.227488442428359,0.0581367557908793
+4619,0.798240234375,0.16946283203125,1.581446277267352,5.319541439122933,5.642425142685668,0.7742719760207464,0.1270706856781313,-0.0031274545646865,0.4548783976137184
+4620,1.0067775,0.078146220703125,4.87446037643729,-0.771120744839019,5.132083680294214,0.7582051114172839,-0.0163141455740151,5.596464108588717,-0.3562929625473814
+4621,0.94314546875,0.05957072265625,-1.2073529005330157,4.445912092873251,5.217971180668637,0.175591636984048,-0.0127332166100169,-0.2469446261556766,0.5898315893653656
+4622,0.76235140625,0.12461556640625,0.4522141297785491,5.609245317319236,5.593342183969703,0.6281045884334224,0.1471257726884585,-0.4626021853429026,0.6514192267680439
+4623,0.883526171875,0.12045806640625,0.1166137413520326,5.510585694175303,5.425000594347384,0.455206768970989,-0.3592881347717885,-0.191861082261441,-0.587117618306994
+4624,0.842545546875,0.10704943359375,1.975530284271649,5.567497064693947,5.067820245663881,0.2500896819617043,-0.3502104253680128,-0.3083844738825337,0.4924063985072816
+4625,0.915988203125,0.4738418359375,3.626470713797012,3.8510815172062474,5.077754656102354,4.842055909183984,0.4802802831025078,0.4552282357220544,3.58779194606796
+4626,1.249116484375,0.0729139501953125,2.164637391317068,4.661624091952695,5.172032919335729,0.6646659949421218,-0.3803409879148497,-0.2633413416850346,0.1502255544258986
+4627,0.937753046875,0.101117451171875,5.141866835888294,1.778694927398153,5.204552124902909,-0.0377397532387499,-0.1579779434383222,5.356309912420425,-0.6920324551042751
+4628,0.798722265625,0.17914484375,0.9073753006573192,3.7011734907184928,4.8903252904902095,0.6860192517890362,-0.1254240275137744,1.3578419577110872,0.3210685848146399
+4629,1.145280546875,0.1421120703125,-0.7835208572925435,4.397984829864258,5.149980972291459,0.3221938799192377,2.477092287063956,-0.1385765850299645,-0.4459362260933944
+4630,0.92475,0.086983291015625,-0.3847610028461719,4.386861035079825,5.102892238908377,0.9875510341817731,0.3016996860525653,0.583408494694226,-0.0257610276823181
+4631,0.6293743359375,0.1850486328125,0.7256302134474205,5.2700898374803815,5.551395905334744,1.3761131241610371,0.6209303375866593,0.1511963214531263,-0.6191491022751281
+4632,0.761144453125,0.0959637890625,0.6193635540708922,4.407285492020112,5.100959590915741,1.427528998082279,-0.1428006442430567,0.125381296983513,0.0005096905324844
+4633,1.015675703125,0.115491640625,0.2212206205268522,5.0954772996179605,5.4843803973607805,0.6698140920941151,-0.2126827369318056,-0.242983193552851,0.9748412364606204
+4634,0.879221953125,0.12405326171875,0.1362940718764144,5.069258380580891,5.593115238346595,0.6455617246918108,-0.1673271982498914,0.0227663616988949,-1.017981717836144
+4635,0.995810390625,0.222556171875,-0.0913487668527753,4.449669995066558,4.837777775265356,0.5262919061554674,2.660216701879729,0.4420675607626042,0.6584086337725286
+4636,1.216545625,0.5592592578125,3.304236176205271,1.0532093880145497,4.553766632124645,5.053353110506682,0.7470373850479854,0.2721760795370637,3.9393706963531177
+4637,1.270623359375,0.16177015625,2.0286841106892544,4.843254361314334,5.504408751463839,0.5460053601821717,-0.5139323588713136,-0.186932515646683,-0.9546712731480302
+4638,0.9028803125,0.150573486328125,2.1082473370458086,5.251903614485053,5.699099874882632,0.8121836641596123,0.2240503033361643,-0.8006014443459578,0.3064910206998681
+4639,1.2652775,0.25081236328125,2.608284170716077,5.601011234395013,5.7678237845392974,1.3933695843926517,0.2815947978312583,-0.1911757924615152,-1.112671862443027
+4640,0.7541378125,0.12229017578125,1.3709985372989506,4.914649531319303,5.718331831547748,0.9278329028528822,-0.2809748878393499,0.4404210451600456,-0.7325266986456922
+4641,1.2894246875,0.1167578515625,0.574650834485369,4.150550686760178,5.032579564512045,0.502452101522759,-0.053720388310934,-0.056300564561764,-0.1322244376493113
+4642,1.173288125,0.5903445703125,3.350346291137884,-0.9577550825602598,4.55689899526603,5.311460123576226,-0.0667152346239815,-0.2890080389076668,3.35011792814436
+4643,1.059311484375,0.1284316015625,0.7810906183169466,4.24261904012546,5.240932236390944,0.4506970565987926,-0.4717901582171513,0.3910306547699225,0.6425904653796015
+4644,1.85919140625,0.32358796875,4.481693911597814,5.236423201617398,5.962053529208335,1.4200519796929638,3.134281660224456,-1.4504404347931716,-0.3883928769896535
+4645,0.9540403125,0.16987150390625,-0.0264122567426629,4.295320797885274,5.234486830085065,0.7791349090526632,2.3538309489722566,0.3801918550562451,0.1812654138872669
+4646,0.946068203125,0.13529734375,3.2450411578775102,4.881575317137278,5.601680179838048,0.8865543037376886,-0.4636822621739573,-0.4140589273861084,0.4025838863159401
+4647,1.323651875,0.400906640625,1.977062338163559,2.0081008078328657,4.816238761462035,5.109544376348175,0.2724166991811941,-0.1016147666013094,3.17153292113565
+4648,1.06469390625,0.4541149609375,4.169425021134343,2.4937184334387728,4.997755642471198,4.994798716949134,1.240133371705149,-0.7522594305011414,3.617149138494945
+4649,0.908508359375,0.139800498046875,5.4780122091538885,-1.6175784786369598,5.022623055995009,0.5360074057981231,-0.2820567127367552,5.673933683949151,1.9194711735857577
+4650,0.838751171875,0.09362759765625,0.5230725271528855,4.937677662917602,5.243753040861815,0.7867482679250883,-0.3478968452072092,0.7343039086176892,1.3558638928540032
+4651,1.065136640625,0.153566181640625,-0.5513469001281333,-0.2656940829337197,4.606514501033207,-0.0547471180115223,3.393178728543469,0.4528087341519354,-1.0132351921450795
+4652,1.041472578125,0.107440703125,1.3775847511358994,4.750999359402592,5.4503833356794855,0.5018990944997874,-0.1064888512817845,0.1098210828079017,-0.0054354480449462
+4653,0.70779453125,0.09755044921875,0.1195584548564419,4.82626270163794,5.150611022305738,0.3704228621845276,0.1842291075471884,0.6212710134583471,0.4791510008173231
+4654,0.760643984375,0.096833935546875,5.50248952363468,2.2190418315494163,4.755926989490571,-0.1664863678258774,0.1191729897479912,5.51809563436606,-0.5005294905575115
+4655,1.132639375,0.118625361328125,0.6527317303901163,4.483806512853921,5.70383915749348,1.1977330457220006,0.1738692810755528,-0.3476851017760124,-0.4280454296044108
+4656,0.709862421875,0.143372890625,1.019875598778679,5.2081110797393935,5.710793500914467,0.9388209945488074,-0.5215131279587566,0.601268112917273,-1.2342439566760175
+4657,0.5608892578125,0.142511748046875,-0.7320127039495182,4.690570933122217,5.386902244215408,0.8275620823738272,-0.4798958278031069,0.1813832821098075,-1.220476905156016
+4658,1.08513,0.121648671875,0.0439730814046599,5.035895093291319,5.616467509736737,0.7420775810102596,-0.1727294482211578,-0.5535068666934466,1.3944790505429236
+4659,0.85121375,0.11278939453125,-0.8790434894275434,4.939613865748364,5.413043613167616,0.5715789939237739,-0.2391133980505272,0.4505342446399418,0.0584001489779173
+4660,1.236380234375,0.108336044921875,-0.6610239091751505,4.3683218634538985,5.190984987273457,0.8644336315568965,-0.3853762145361265,-0.435780314069774,-0.4866271010223596
+4661,0.9724546875,0.092607431640625,-0.452759254151341,4.927874706326491,5.0904175610579,-0.0729053614280578,-0.2692846475397246,-0.0049806722468789,0.5661894511266586
+4662,1.72166484375,0.3391919140625,3.732255948662991,1.486670742996284,4.994014014117307,5.480192042367066,0.8236558838223249,-0.4814665184518516,3.6975063736735896
+4663,0.800787265625,0.17895220703125,0.364616015725716,4.432653017223803,4.968427480646548,0.4992782489392727,2.9455915340402816,-1.0299767255325056,-0.322088787720558
+4664,0.85113484375,0.098115146484375,2.6048404028269614,5.379352660781717,5.723139684155793,0.6433224001879776,0.7521658180467875,-0.6672621387202182,0.0549305144980343
+4665,1.031171328125,0.1501744140625,1.584939741936993,4.501392262394024,5.878491158703872,0.8199841425850419,0.5586712837769695,0.1748799535579056,1.9838526109375507
+4666,1.062898125,0.14678986328125,0.4852207505183125,4.87325201880013,5.742499128174816,0.707968725257111,-0.4113450435498996,0.1851633129060993,0.9822330297582432
+4667,0.877299296875,0.16441240234375,-0.5643613493308253,4.42751206407021,5.666855560459652,0.7593853679873901,0.0591647745796073,0.492066453930182,0.3000702324711234
+4668,0.746114375,0.082157890625,1.121906497309716,4.7659983292080055,5.147483060337159,0.9543701301901786,0.3859767451116185,1.7410557213193223,-0.8735670405542956
+4669,1.3813790625,0.4966049609375,3.7947498333998286,1.667526327217438,4.944264545851315,5.5642339424194445,-0.3012132341564643,0.0664862070346465,3.730075290210773
+4670,0.97748546875,0.105553388671875,-0.7745197409358818,4.975417645658037,5.3530313748922,0.3510312377827532,-0.0069859791410334,0.2416104492945245,-1.2816546693949236
+4671,0.72286046875,0.62409453125,2.5670449538027915,-0.986736110387499,3.3227551359345857,4.108966187865544,0.1495908718133768,0.0739887310987365,1.9924077142182863
+4672,0.77919296875,0.135528984375,-0.6622042004034463,5.484216700318462,5.318320835899656,0.6629907671974913,-0.183783828350536,-0.4599508932415715,0.5823760232039349
+4673,2.06690390625,0.283614609375,0.9515673702862292,6.692744623122365,6.343035216913929,1.2105848551330411,0.0609173904991543,-0.2859813877447844,2.269992996002105
+4674,0.6146362890625,0.147560390625,1.4058303249854478,4.737099260061102,5.384595073396872,1.1579466075635951,-0.004160260574437,-0.2927665772306459,0.2862989770696841
+4675,0.578444296875,0.15757484375,1.406361581518493,4.447452855308176,5.482850441456356,0.8006206058177422,-0.408282229213449,0.8274992984172116,-0.2671520249045769
+4676,0.937711640625,0.14127673828125,4.909943796550154,1.8566300543894247,4.898490362763119,0.3329798342772234,0.2672208965887043,6.02118586965484,1.5570421548997988
+4677,0.781654296875,0.106289111328125,0.7424305497570591,4.9551710062238135,5.589590105240269,0.5274402923582859,0.0377700973608816,0.6441048777611617,-0.2225008637015867
+4678,1.140640859375,0.117123916015625,1.0977799950319374,4.226867997977108,5.21370151766487,0.6317926733685264,-0.1299567535718774,-0.1844470258254621,1.0554318749556522
+4679,1.154035546875,0.122906484375,0.6203693153702842,4.437810463485176,5.362094062059625,0.8503765484289044,0.1602813919845903,-0.2024032932197226,-0.0268186944751514
+4680,0.76682375,0.221445234375,5.1912807627768025,2.2902441951073778,5.080351314766771,1.8914732069068163,0.2660332346666333,4.987959879787584,-0.6008441260511761
+4681,0.79471015625,0.090324052734375,1.7007199850428,5.5527454895333,5.283248688413523,0.3774566512664979,0.0516640169642258,-0.4941107826777964,-1.6258533070955072
+4682,0.93050390625,0.13684740234375,5.196164648313376,0.03114766467357,5.047074416500941,0.7720092226841619,-0.0745348715211449,5.737252736231183,-1.5236035339556515
+4683,1.009830625,0.154034267578125,-0.2271085853541399,4.763626230177774,5.602021424967159,0.0875401609375615,0.3847681553533759,-0.2638725604337852,0.7862590440174109
+4684,0.934590625,0.1032033984375,1.8856170021245555,4.239638226409782,5.6308127241616726,-0.0300082424152441,-0.3570669725651524,0.3660534234843765,-0.0137789267781209
+4685,0.89809359375,0.10754572265625,-0.0472633403192025,4.787809663789736,5.329500149188942,0.2207209809048738,-0.5101911283366594,0.0851287629875695,-0.2253863939334929
+4686,0.923106328125,0.14830451171875,-0.2833783251046601,4.390720248948053,5.357568964975394,0.5230946407387316,-0.0146795147962135,-0.1435853245405912,0.0672126109752565
+4687,1.19891484375,0.128500615234375,0.3710003528396901,5.052680675966376,5.320637945510247,0.7827401674240557,0.3320395598444762,0.1638489405195291,-0.7754305189957604
+4688,1.02037578125,0.136766982421875,0.784832880860711,4.606671380644425,5.208484456702222,0.7905453184108567,0.0324275429972411,-0.4656280427696262,0.156330533801511
+4689,1.2075796875,0.3494198828125,4.151715469518249,-0.2640332036818479,4.581100929104728,4.584893250370478,0.2539751337011584,-0.8789751661328963,2.3411869552032334
+4690,0.7768321875,0.17128173828125,1.0500264733441167,4.69659753366134,5.408768483236943,0.4154470310023998,0.2413168855042426,0.6542180632467371,1.1497418757939657
+4691,0.7747425,0.172153671875,0.88472033311973,-0.7542259740630308,4.169807978814518,0.4261406516391857,3.448705257571553,-0.445979373693232,0.5984576605143661
+4692,0.893796171875,0.099790029296875,1.3091216243192307,4.857044241771761,5.327141925612311,0.6435581725413005,-0.0491252261975756,-0.6065232598978254,-0.7965298635046268
+4693,0.764723671875,0.09942396484375,0.6336308837322439,5.531363544419799,5.461774159030687,1.1909414676886656,0.1906364250702667,0.7627519324306193,0.7698484349509312
+4694,0.84950484375,0.114028603515625,-0.8190332490031853,4.490598191596411,5.344104683956063,0.1176799121715215,0.3813258537057559,0.47653360464841,-1.536528308439243
+4695,0.7398371875,0.141826435546875,-1.0250397355018237,4.525331656616382,5.144198443969726,1.8673048446154143,-0.4077263110340118,0.0780522794263241,0.6237921259016218
+4696,0.89379828125,0.085361826171875,0.6566145457870652,4.190218601122947,4.972835362137928,0.6058452804772376,-0.1825638853722512,0.2206623489133095,0.5806693431173775
+4697,1.176542265625,0.108670908203125,1.7288159577485027,4.77200742739144,5.796765775464349,2.047017568568134,-0.6391689480050244,-0.089239944563917,-0.7898992924097661
+4698,1.029639453125,0.11369974609375,2.297591577314729,4.184219759826527,5.35548240726086,2.8159886684719955,0.2399190733217602,1.0796662834799184,0.8476703174236612
+4699,0.97733078125,0.0807860595703125,0.7218230436159199,4.861685691892924,5.200227095155003,0.4442379963580308,-0.2041109355058854,0.7043865628436002,-0.7927913727930984
+4700,1.21352953125,0.14630197265625,4.1723050993236805,4.603875931978208,5.709264091736376,1.7728220309829077,-0.0669311167739172,1.032164669941185,0.0801611566317116
+4701,0.953949921875,0.1544729296875,1.0078204309143173,5.072219071944385,5.478873979440614,0.5637853797829797,-0.0361765138826471,-0.626125413770204,-1.1919522115884238
+4702,1.19490125,0.1009872265625,-0.131532780203866,4.616008541964768,5.39274368041051,0.1975379288690887,-0.2652716686764426,0.5427645628196636,0.3653630388174314
+4703,0.842607421875,0.08628837890625,3.94386801274694,-0.7177749193375701,4.594993799219059,1.3379395604101152,0.1396592194113239,5.898399696179947,-1.0880858447137622
+4704,0.94586890625,0.26038818359375,4.107533585649769,1.334424350719843,4.597784332697268,2.2586276346085645,0.7270544211121034,5.428447310120644,0.3022091882949901
+4705,0.85725921875,0.075397158203125,1.2016973831286657,4.259766090663129,5.028172884102046,1.2705994257183264,0.2659140678171163,-0.0797129330091072,-0.4052111115801825
+4706,0.83909375,0.08705830078125,-0.4011892223319624,5.066129066534264,5.280904631162468,0.456408540041269,-0.2347443712501117,0.4498449801159139,0.0115191008379228
+4707,0.986764375,0.085941513671875,4.806327039097824,1.168958538869351,5.085954329940297,0.7746930385976813,0.4310607335893221,5.596535776988636,0.5797362571360594
+4708,0.953090546875,0.11392837890625,0.8619092069002741,4.470674084769559,5.584699754597391,0.7273535956542604,-0.4683481798045577,-0.0660609102162571,-0.0335625448629422
+4709,0.972918984375,0.115191591796875,-0.3563250198826236,5.640807533369454,5.610928055314809,0.5125691044227765,0.0255382885155834,-0.0854488963461209,0.3161927536831929
+4710,0.5331502734375,0.10075138671875,0.368186765854369,4.592432353637287,5.315687165361711,1.3182769390398517,-0.1102929150656479,-0.495327564405899,-0.3054113924738198
+4711,1.195797265625,0.4103468359375,5.7954930410895376,2.678601416499855,4.998523066054152,4.9879258825144674,-0.0920832609310639,0.6822953816528129,4.2134750701318575
+4712,0.8371753125,0.059477109375,1.2673701954971408,4.431411834764181,5.261002072591641,0.4144582911976819,-0.0623615214836346,-0.4010758555326948,0.5117969639491113
+4713,1.350613125,0.4207536328125,4.7106228096263125,1.9440194023175597,5.241637777558631,5.0264954899069405,0.3862277535267204,-0.2009207685538074,4.379052880286646
+4714,0.750087578125,0.142879609375,1.4946960483027154,4.898281104955622,5.549740764681307,0.0432083503135721,-0.3976484175930905,-0.4412455089477871,-1.3638637604666353
+4715,0.9662853125,0.16609927734375,-0.3480355605644113,4.907663361864135,5.4352030200885775,0.1767484632747905,-0.059916701151024,0.4357772963357686,-0.7816526415701025
+4716,0.6281735546875,0.5383178515625,3.044269114501726,-0.6900056670479005,4.69933354163949,4.523513408922521,0.2577781013696094,-0.8160096644556386,3.691655527582643
+4717,0.796666015625,0.091698876953125,1.2389549493568812,4.824817872499396,5.198160659220815,0.8822965562168819,0.1802196270694627,-0.2206185821052373,0.6525609603517174
+4718,0.954893828125,0.103118779296875,0.0348887095687919,4.315141509129273,5.128311870473823,1.2337656652691216,0.1551798375852812,0.2459733358622949,0.8369916743403215
+4719,0.972038828125,0.09297349609375,-0.3456440460598923,5.107212854401404,5.480856464676963,0.9044280680498497,0.2768252731467889,0.1791947202301114,-1.0417210348701564
+4720,1.141010390625,0.09608861328125,1.3720685945554134,4.973918481831321,5.097248927294651,1.165943011400839,0.0212241562157767,0.1089430433040565,0.3306911165122981
+4721,0.6533357421875,0.145216396484375,-1.0597996321141057,4.681359466390105,5.496866613635693,0.3473567282255664,-0.356313445643413,0.6357430595194166,-0.1847717499279302
+4722,0.752045546875,0.109764287109375,5.625871689679232,1.9677457384837325,4.782333224500518,0.5969568454830072,-0.5741547364961975,5.721100668406905,1.7819380200439046
+4723,0.766236015625,0.124120478515625,0.0849309112069925,4.611926758074365,5.147712402727388,0.5494569231408827,0.1611424537233994,-0.4275900272071418,0.0718975601280111
+4724,0.719294375,0.16436259765625,1.4662918709390835,4.494365334213383,4.934902761324747,0.6461240608803118,0.3807047676686261,0.2667568004362776,-0.84456048369093
+4725,1.175958125,0.111846025390625,3.4252800006394426,4.162418874584731,5.497639356152496,-0.0555066599056441,0.0361447184513096,-0.7438333093003411,0.3209056398025787
+4726,1.06979703125,0.110701640625,0.3028598350025364,4.504456490346823,4.91317205110596,0.3229322099590788,0.1507604678996574,-0.4382071880585604,-0.3182971749175752
+4727,0.938226796875,0.136261708984375,-0.2374486905182273,4.449793555109553,5.374594563633305,0.5053669950620712,0.1515851759713094,0.3378455159865748,0.8178334800177597
+4728,0.94723765625,0.0830634375,4.110266191471067,1.82864484582019,4.789289178424615,1.2285356940435703,0.1953391939126427,5.463234568792951,0.4915610405799993
+4729,0.982575703125,0.10910837890625,-0.3830838229024421,4.326200208921611,5.243845352838293,0.109189046345124,-0.1066108616450711,0.4209884613388256,0.0666885799826838
+4730,1.54661828125,0.4904380859375,4.9712576830237225,0.6729854346020094,5.400467894205844,4.87230353831782,-0.8676868676437157,0.2891447455097671,4.94241526864335
+4731,1.045319921875,0.21843130859375,0.000692456998718,4.318144681624796,5.24914193394901,0.4902805967403064,4.612093992752123,0.558978616062429,-1.086671700107202
+4732,0.820746484375,0.12583435546875,-0.5278390096526739,4.341564975523925,4.8172007988426415,0.96824238496325,0.060852260991825,-0.0014536353947561,-1.5328297036836576
+4733,0.859468203125,0.16106142578125,1.6343368081222085,4.619733126861091,5.253970905788387,0.7799120099604894,0.2438184391613441,-0.3411453197889371,0.1011399859241811
+4734,1.12193375,0.4321866015625,2.519406306441742,0.7591448337687023,3.058913381478022,3.790312196288039,0.4480822185510974,0.7662472604642278,1.665121534595546
+4735,0.65982015625,0.16482046875,1.1420985678198523,4.61828690012002,5.587190377823194,0.1180494180893685,0.4373443399028108,-0.1108715257336705,-0.5070132080231294
+4736,1.079088046875,0.132798525390625,0.7500935866887918,4.129166268286566,5.108849890457622,-0.2063944207464234,-0.8324988177439743,-0.0205444606399955,-0.6795835036683108
+4737,0.80206828125,0.16469625,-0.0288926083295615,4.383884842265611,5.5907579794157245,1.1668851778003213,0.4549682157200432,0.1401525749908453,-1.406758245287222
+4738,1.136997109375,0.10711484375,0.872732032758631,3.922740773941708,5.205448472768176,0.5409843364536694,-0.0204197082251984,0.2174425041130477,-0.7869137154396373
+4739,0.69152078125,0.105609189453125,-0.5256327701932508,5.198250046963268,5.306676398465718,0.4044757951229855,0.1468278001922944,0.252095555907487,0.9626898202236724
+4740,0.857475859375,0.139941513671875,-0.0661799012494599,4.450784846656494,5.371010809864903,0.0264488659692139,-0.0394284177027605,0.5980889664575371,0.1182123977235239
+4741,0.917267421875,0.0739629248046875,5.651316093324866,-0.965475685092694,4.885712422699042,-0.1124777439714983,-0.308645369488564,5.477032534726496,1.4531384844466098
+4742,0.739254296875,0.089188662109375,4.289900380972277,1.5564615777200073,4.652280859731867,-0.1159108174513133,-0.0361543272224204,4.99737481397368,0.8205179807784424
+4743,0.96293046875,0.123432763671875,-0.0200877341601022,4.944088315577059,5.3399389388907865,0.6942129343370863,0.078660377080078,0.1522153642578267,-1.30952820795338
+4744,0.786770625,0.14349470703125,0.9611338826652628,4.967587117128701,5.644586757190257,1.1989161447891663,-0.4320220882243908,-0.268086196040142,0.7064346741362983
+4745,0.885640703125,0.17825611328125,0.1095950236874336,0.4320204029385465,5.005806146053865,0.8113772251319737,3.7183460308695615,-0.0768220826574075,-0.6477633647714696
+4746,0.77070625,0.09276705078125,4.779623503786489,1.5530024228217705,4.657978323655351,0.7476817137204654,-0.149526883378699,5.372718586786197,2.142277273999658
+4747,0.864425,0.10908796875,-0.7522627603420481,4.6302191811485525,5.606663736532329,0.266967999775391,-0.4779448430459565,0.6001062480666177,-0.4990244469091774
+4748,0.801257265625,0.119610126953125,-1.3901778129867377,4.268432557084388,5.218743141567405,0.4590591135010408,0.161095778495828,-0.0313563116838053,-0.8175049234862107
+4749,0.968559453125,0.13454001953125,0.9931738626069698,4.537568932455215,5.295543191683963,0.4594324129006343,3.549709211074517,-0.6574895941357787,0.0341808122636938
+4750,0.89039984375,0.110130947265625,2.342105263541153,4.510089459212224,5.317224840216343,1.1150179862193452,0.0851674670366432,0.5105894522359512,0.0377314932061251
+4751,0.7162046875,0.148614755859375,1.046804284090257,4.188393436767875,5.637760503462406,1.414887954615195,0.5693279860684664,0.136455576668121,-1.167055865400146
+4752,0.74546375,0.105153720703125,1.170841176298084,3.871146336403685,4.769327181900287,2.0425637571098707,0.6748652996827577,-0.0959454462808914,0.84451806509746
+4753,0.8857128125,0.082903818359375,5.026130879673302,0.2981520430634636,4.846576481711947,0.5822654869307432,0.297640083588531,4.7108752404431415,-1.4272708406770989
+4754,0.76980578125,0.084311650390625,5.432584948168196,-1.910516436065164,4.786036128756643,0.4478209014759257,0.5085675307705311,5.487622552780902,1.7474582784789767
+4755,1.004373125,0.2164416796875,4.142650654527168,1.275760338964703,5.194402381900939,3.3823074963864235,-0.3451557857152026,-0.3136497222720094,4.452270434975915
+4756,0.904093125,0.12242099609375,3.840659634099362,1.480074434297966,5.225989901054263,0.6184863382955483,0.0787760597046032,5.771231784643052,-2.421608326842032
+4757,0.69590625,0.136789189453125,-0.4956516983225135,-0.8417542102199581,3.936842228617425,0.3226378537465686,5.500977459112606,-0.5499824745416699,1.2681191151560065
+4758,0.937556484375,0.0782758447265625,4.099418709963944,1.967504376529742,4.796542569589044,0.742291573458191,0.948697751028268,5.622312941174247,1.3882452810078203
+4759,0.963721640625,0.1285726171875,0.0550248501138596,5.43131467077191,5.916696868304013,0.8833126393379847,-0.1930910250644875,0.5245230806264343,-0.2780903806555919
+4760,0.86207578125,0.095183662109375,4.1142655736062,-0.1049055599273494,4.803263720814637,0.5072791540597728,0.579989113698812,5.637744856549799,-0.900939340233404
+4761,1.022628984375,0.0816556005859375,1.395222086131832,5.034651980550849,5.314949420925146,0.654460786375507,0.1287559141950067,-0.4138692951118948,0.9470312197953992
+4762,1.00407015625,0.0709162158203125,5.1895346875721255,1.8590254971289688,4.736379492149952,-0.0661471455810291,0.2452156109248668,6.0206220175150245,2.118762322767201
+4763,0.4980708203125,0.1325446875,0.6014509588138868,4.734175608036808,5.109147891664195,1.768363269815287,-0.1430954752359794,0.3965384501355545,-1.340076386068925
+4764,1.339016875,0.1499571875,0.7194707637940793,2.1325501090239745,4.427869512226974,0.6414155103163609,0.5293714779532247,5.550063196399552,0.5004323858827273
+4765,0.811164453125,0.086059736328125,4.998033848299204,1.286809548191473,5.135593366736797,1.055233471696098,-0.0646368828574634,5.812263312672459,0.5806512672898847
+4766,0.804683359375,0.111908447265625,1.228328150160004,4.682532745667746,5.4567318032552565,0.3680533952506073,0.2591172896834648,-0.3170592131881244,0.5043215036935562
+4767,1.2329515625,0.13798998046875,1.2113648551984604,4.236976331967516,5.108596294109681,0.8308436850270388,0.2297972773042142,0.1647636061534079,-0.3065629165590421
+4768,1.0366034375,0.141265341796875,1.893311654933376,4.985178618060188,5.47577671905389,1.057373143321508,0.1242004035151011,-0.6969893830207909,-0.7854060769979447
+4769,0.751157265625,0.171468359375,1.6289611238080006,4.4865964813347095,5.001744275534826,0.9304624501828248,-0.0618559867536503,-0.2543161180253892,0.7523743641146855
+4770,0.596725078125,0.17580587890625,0.8941566489450741,0.0926887278637019,3.2884471350225017,0.4880174940773802,4.35992276527539,-0.4497759414582313,1.0812522171469328
+4771,0.947366796875,0.115033173828125,3.709709474920609,0.8687899837566222,5.314071369139261,0.712495934128435,0.6348952091770853,5.59909596909157,1.1557326831646584
+4772,0.91673984375,0.082912216796875,2.406811350332296,4.034228231517885,4.786890382187567,0.7012001348153619,0.0765749396890336,2.3712510756676712,1.2638830919769863
+4773,1.06516171875,0.24875197265625,1.0232925704333804,4.792986334489048,5.599994021845441,0.5725710454232169,0.409331207076693,0.0741459285392391,0.2893512143825842
+4774,0.921526875,0.14144896484375,2.281950123329919,4.57219712172782,5.717840601451397,0.7981150308455116,-0.0830296362093008,-0.4797741540051564,0.2525657534810315
+4775,0.905740625,0.12491921875,1.085216497508575,4.737828375854043,5.157707068222618,0.5477466661547684,-0.1425759913556552,0.3313997155123526,-0.9739928080946654
+4776,1.51787265625,0.4641289453125,3.2895336208625965,0.7135273868170325,4.798565721119552,5.311226019433035,1.1591158515759368,-0.6289638819825962,3.963122420225535
+4777,0.63516375,0.17707029296875,2.9841875241804945,1.2236979017898837,3.708469705165059,3.0386596911609214,-0.1739481621211893,1.3293366383165237,2.717692371812744
+4778,0.70868984375,0.0901194140625,3.5786424215285986,4.451657117338446,5.511307918775719,2.117673762863793,0.0625522864426477,-0.263306755519114,-0.4628774246020438
+4779,0.8863825,0.088744580078125,0.2523598287354287,4.747006057446548,4.939010575581908,0.7759957850590874,-0.1422578736783157,-0.1453811762735847,-0.7009709244038175
+4780,1.34625203125,0.6120744921875,2.940989670593786,1.034779526362684,4.831754142105659,5.289314514213071,0.0471386274910178,0.1751093629255445,3.7781580963384753
+4781,0.911466328125,0.10855388671875,0.9964309592284964,4.7065835078130895,5.467288768631248,-0.0754677676524405,-0.2210502221302034,-0.450575503898558,-0.1704912175472638
+4782,0.83216921875,0.112399921875,5.662965717379833,-0.7722877950589105,5.0566291399374,1.4185353180921014,1.4015120663176093,5.706396185948278,-1.097731827243265
+4783,0.8675321875,0.1656569921875,-0.186433301956852,0.7765298641005841,4.470241285233279,0.5354938863389774,3.5418894433608834,0.0115041105322112,-0.3114229579381359
+4784,1.3325940625,0.118800595703125,4.522032781903256,4.365414547666472,5.606641128620817,1.4549745341858882,0.1312364402565277,-1.23235199193606,1.042328538563468
+4785,1.049398671875,0.144796318359375,1.7708595399769953,5.142709339045808,5.454234579977334,0.9658661017915684,-0.2646758844762311,0.7735854317373196,-1.3963218252059333
+4786,0.965863203125,0.11774322265625,1.4408333990462312,5.025569947325554,5.468046143587929,0.2996442628228154,-0.2007188810525018,0.2108179081592965,-0.6326365757872997
+4787,0.938205078125,0.067471640625,-1.0736464091578894,4.36535208866699,4.599171475103883,0.7869074288578224,0.0053108414422258,-0.0669423074552427,-0.0941259754321516
+4788,1.092349609375,0.15926052734375,-0.9020067263517584,4.758415459590833,5.236153659255651,0.7582947631220771,0.1745947616614154,0.1948485335692879,-0.6097098290646499
+4789,1.03597234375,0.153058505859375,0.5096755235019012,4.714038181351492,5.1781616576492295,0.4667230650095137,0.8775608409928102,-0.8369762180145707,0.1798687453637648
+4790,0.985574765625,0.100652373046875,1.0314776127038026,4.728675075386805,5.2853260474130135,0.5192781567427435,0.1956009323212,0.3254980070515236,-0.0226878355006329
+4791,0.7944934375,0.11253734375,5.171324435718911,0.997851604927826,5.2157072793659855,0.2359364323353644,0.0438303739646076,5.775373408026757,1.963573321742104
+4792,0.819497421875,0.090613896484375,0.4273984684938118,5.480394329882259,5.44180026068909,2.545500625400887,0.1723585259844471,0.5626059163497217,0.2330096932955021
+4793,0.83952625,0.121684677734375,0.6658452310464709,4.193495117390882,5.500584071084715,0.5421181692394906,-0.1288299487316456,0.531858317034114,0.2874033572611461
+4794,0.5771102734375,0.379235,4.1137409004555066,0.9371388089640612,4.101879218400838,5.291505047610064,0.2928495417978385,0.5818649542274354,3.3570037256238887
+4795,0.70022234375,0.1580429296875,2.076719872643911,5.034242330903831,5.328889222928456,1.566452420305304,0.2581157192710907,0.6007920472920907,-0.6458355249462399
+4796,0.790310234375,0.10801439453125,1.1921596879030063,5.223156471524352,5.643845804688261,0.9069892972267828,0.3913463939307777,-0.2368003653005816,0.1420400044240131
+4797,0.826078203125,0.096974951171875,0.4716263356370824,4.963461641119225,5.48097162311822,0.3325322326872549,-0.0955245877711169,0.4450300332228683,0.2668109405536868
+4798,1.42414109375,0.1596751953125,4.275570058531922,5.200432047612202,6.084841250347354,2.1781845992002977,-0.0624234317766081,-0.1102866113456329,1.4188840445813802
+4799,0.9055140625,0.19097822265625,0.9741404829894558,4.361407861424749,5.3889492619345845,1.0858467544795205,-0.3146617185139148,-0.0963367598753702,0.8794989847513589
+4800,1.102644453125,0.1043819921875,3.090648892823092,4.577176371476235,5.427169367257383,2.0947332737877,-0.3886644252324888,-0.2731625414715918,0.0586763910120345
+4801,0.8026303125,0.12847060546875,0.9977490106694862,4.958708290857186,5.25027382518134,0.2558866444647356,-0.470192614681291,0.7260137918787734,0.0968050031480908
+4802,0.844088828125,0.176002734375,-0.2667229775911121,1.1414911965710004,4.510016188628857,0.4557677611036493,3.605489068095335,-0.2004482806743226,-0.9472502843737778
+4803,0.84003078125,0.14033578125,0.4083980805687469,4.821761230576412,5.389387241918645,0.4489338287482481,-0.0537366433228032,0.1342659629732192,-0.183378198463511
+4804,0.94919734375,0.106500341796875,4.985328989797896,-1.6559140672314492,4.990484488536743,0.4209455546468094,0.2172089911577741,5.223999067437919,1.9136792387879156
+4805,0.8590465625,0.102799521484375,5.395667335534028,1.864658336586192,4.898980703791817,0.450998282688121,0.4053431059348969,5.509382324525383,2.007069899426744
+4806,0.83961203125,0.13028470703125,-0.0669911716128807,1.0799652582092552,4.622978172918386,0.7165378776582322,2.735112840427546,-0.3747880268706421,-0.4916054344780779
+4807,0.5750666015625,0.15287486328125,1.2173944610259133,5.277790875441436,5.736637923490124,0.913603454605458,-0.0466597993122234,0.4197133189059644,-1.6575397458792411
+4808,1.4390028125,0.4781607421875,3.5486243196456044,1.146421247528387,5.050806548031906,5.29019328974613,1.3821925484329884,-0.2232951619621929,3.3036444360310555
+4809,0.66291796875,0.084206025390625,-0.2499280500362456,4.510779614830322,4.425560382380687,1.0716345393798512,-0.0167830514668688,-0.2337301062307219,-1.0073893939322078
+4810,1.011589453125,0.122524208984375,0.4114470317718489,4.032258953163787,5.143903384132482,1.0032673187596133,-0.0663000194379588,-0.244110935600152,0.0314741959722819
+4811,1.221794609375,0.2193945703125,0.7246279225694581,4.408364622931132,5.458532879289042,0.7359567732931601,-0.1965419530402643,0.7654604975904358,-0.7824965512359126
+4812,1.80170625,0.585681875,3.676444692986757,0.8126544355379522,4.805207255987062,5.07582711625506,0.5666208716512441,0.5685393587236566,3.6789523718180015
+4813,0.83449328125,0.109153984375,-0.9158530939905952,4.818965768572481,5.673711688045444,0.4914302844921207,0.1987898581779466,-0.4349140791216388,-0.0936404377692515
+4814,0.753197734375,0.13558779296875,-0.223671853889876,4.641929662079132,5.251907196096349,0.6006071840318291,-0.2662499186070867,0.1745348640352764,-0.6575320335434033
+4815,0.94145234375,0.16597865234375,1.534097095544484,5.131514049820698,5.566830502634575,0.7415553776137438,0.98459853377781,0.1914734864377341,0.9015877397329704
+4816,0.945405625,0.101208662109375,4.731668586612548,2.0003421972903066,4.9876143734504526,0.5899172606752494,-0.5103272965208445,5.857351062990864,-1.4864708295809923
+4817,1.0007175,0.099573388671875,0.7695090846378111,5.033534114358708,5.273987869216411,1.165064718309341,-0.1734553684550982,0.5440327648262848,0.075849241096471
+4818,0.700321328125,0.147916240234375,0.1271583048603825,0.78380016176456,4.146488616569039,0.0679942244560975,3.2364263591792444,0.8227435452161866,1.2408629240486555
+4819,0.988021171875,0.1010286328125,0.3457417336279504,4.476843874010056,5.60851931114786,0.5289161583406516,0.0243499000761179,-0.8224069274114372,-0.2904943285368995
+4820,0.952343828125,0.101304677734375,-0.2524620517499464,5.847711381090581,5.371333130406217,0.2360541961821206,-0.1930144471362663,0.1262699325859244,-0.7456923064033181
+4821,0.878583671875,0.086492412109375,-0.6796887559041171,4.50408551687949,4.95760836440762,0.8539685929609535,-0.1347096584477113,-0.4281084026093978,0.4659061645429859
+4822,0.8603153125,0.494305390625,4.429167269231297,-1.0578986025453034,3.833199887633001,4.103018511689781,0.5048395677221684,0.734298505945251,2.63587589081605
+4823,0.941587265625,0.113313271484375,1.6270823870986149,4.333859146783173,5.255220299234651,1.182078509565385,-0.2012877709435432,-0.0718038433791144,1.1962949729591223
+4824,0.935678828125,0.133473642578125,-0.0225405372183227,4.426982827361912,5.1420482295408725,0.63117089129282,-0.032974725815864,0.1286645530095006,1.025693958637205
+4825,1.00599859375,0.100364326171875,1.5190667483197933,5.004370044532848,4.697199303461339,0.5959273792722596,-0.0729980944315743,0.153104492298284,0.0374714492275511
+4826,1.08314359375,0.102914150390625,-0.2593830118199952,5.205254776563527,5.351908348960198,0.030846803562811,0.2434917325321673,0.1138792949087323,-1.1103398310249122
+4827,0.917769609375,0.08833232421875,5.95513088639827,1.6100980562114084,4.97525130932729,0.1432685209263789,0.3982341089542897,5.6576849478259925,2.222948425722445
+4828,1.073844453125,0.130059072265625,0.8951313115698485,4.977886835071141,5.340343221779313,-0.0641675844306732,0.1043353424552712,1.2270406637156768,0.7309719997357109
+4829,1.17151375,0.13556439453125,1.2822329836924955,4.471830970870228,5.17082233591001,0.931587720684582,0.5749839612516615,0.1066121177457841,0.1275119542357669
+4830,0.950215546875,0.102311650390625,3.435932000489855,4.7966870235784205,5.429115674914856,0.4193603596581383,0.0733527596616427,-0.1083018542756513,1.2968623405288169
+4831,0.979106328125,0.1421516796875,0.098846110201815,4.640518647444067,5.339953205935942,0.5410911311641422,0.0197178230308295,0.4715924116743573,-0.7569261095453914
+4832,0.932101328125,0.088878408203125,-0.5115345383201898,5.335534237228034,5.197233987282985,0.880613013480255,-0.1930279726421053,-0.0888058120666889,-0.2259137430316617
+4833,0.95645109375,0.4480549609375,3.2338512241708384,-0.0247070437540548,4.723476995983149,4.549885946827566,0.8824957913990122,-0.0367932375429946,2.9955828513093365
+4834,0.795581796875,0.1274204296875,4.623548705519679,2.07954431472195,5.114039142534975,0.8284011299362788,-0.4256448978564362,5.789913405377461,0.2021269883895426
+4835,0.9393715625,0.0915164453125,-0.9972036633442128,4.393856285100366,5.53141528493462,1.0471971158544449,0.0308476402626713,0.5971540621177531,-0.3932355405958771
+4836,1.057243125,0.121622265625,1.8605602508944048,5.15210774765689,5.70717640288421,0.5032180864969839,0.284520977831108,-0.2310338589320427,-0.1871551759169487
+4837,1.1587753125,0.1225062109375,2.4084212047617197,4.674365278880445,5.3729703598909575,0.5483943286103885,-0.1672301021369567,-0.1952522908618104,-0.6588801561098283
+4838,0.814599140625,0.0795894580078125,4.679055238844471,0.657944094046052,4.339087946687157,0.3998320369278081,-0.0003116378952718,5.19451381744662,0.9973608393362354
+4839,1.48196359375,0.4082418359375,3.4310804013035785,1.1593295951503602,4.916012700495558,5.278366314187166,1.852362337102585,0.9067301774775012,3.5684692969780114
+4840,0.915407578125,0.16199279296875,2.009461149301391,5.2689387763465145,5.548940119943247,1.0105455812495956,0.1826481686818869,0.6035589392571558,-1.5253933283042067
+4841,1.052935,0.126088798828125,0.4454334491702705,4.923952916912199,5.683046062577369,0.474905836938807,-0.4486500135474851,0.3393103783824842,0.0326870156996506
+4842,0.801480859375,0.102896748046875,4.403766679580382,1.1181490820760387,4.699877559905448,0.6968650462845833,0.4340101092561421,5.580445101660918,2.2879573637348822
+4843,0.915811484375,0.1471601171875,1.5523589604999677,5.088994647194095,5.60936044115082,0.8304257391097396,-0.0620765789788302,0.395038073010061,0.9826767355736024
+4844,1.3348175,0.1319391796875,-0.0909892256783752,4.438393067487958,5.391321368475143,0.0151520481509616,-0.666150847696127,0.2349108783686729,-0.9373576807173244
+4845,0.860957890625,0.105765224609375,0.92366788160912,5.285020773674419,5.4580676277034845,0.0989609532344373,-0.0746191405121869,-0.4145962944222228,1.0072127320828206
+4846,0.909960234375,0.0687390478515625,1.3680624671065154,4.041978196745332,5.274374824807084,0.7467932015206867,0.2248486996530456,0.5548928709902894,-0.1588451217521694
+4847,1.083785859375,0.053029033203125,-0.261341901147993,4.214771653206816,4.856941024742921,0.8564195247337438,-0.0745596356679331,0.201903919781982,-1.0508452190699402
+4848,1.3534478125,0.143376484375,-0.5783488846987442,4.076593478764023,5.210847439231143,1.1046355212981998,0.2221856552246207,-0.4417450966145289,0.774867866452055
+4849,1.3775203125,0.3757469140625,3.93754768539931,1.019242157825148,4.337375153233465,3.857322590458379,-0.0292532936741398,0.2548728128986905,3.392916361623292
+4850,0.6958009375,0.10311638671875,5.554040523692099,1.178006017589242,5.125005322529252,0.5153036524957368,0.4482109994410726,6.116006327127712,0.0197459161865287
+4851,0.830475078125,0.158375390625,-1.1560779242015145,3.87135574609741,5.03688911585591,0.7435246791581862,1.8052210203941224,0.0034511454822001,-0.6580688407748869
+4852,0.900895078125,0.14660322265625,1.6227518353614945,4.813474888187409,5.657385684313124,0.6594024829539397,0.2865118365413965,0.1757551182168112,0.7232224723045491
+4853,0.774281953125,0.1307371875,1.5732537293833744,4.7254435602494365,4.976428966552624,0.5151351439782803,-0.3751063143772397,-0.1957878908149142,-0.4049052789127508
+4854,0.6339731640625,0.094576357421875,-0.0662638883189543,4.218692961508383,4.872510209209057,0.6564141949400564,-0.1701772363275271,0.2921812647596864,0.6290032070617955
+4855,0.556686953125,0.15779328125,0.18841925553578,5.25935914035223,5.7075755012809495,0.4352239085011543,-0.132275032183735,0.2561551940905492,-0.8735599003760117
+4856,0.938101484375,0.112198896484375,0.9793902646626872,5.290629063277835,3.742641407133768,1.3929069262925924,0.1947383340437892,0.1053730424283844,-0.1152713488185522
+4857,1.02253578125,0.1147253125,0.9710191513000686,4.413967586718774,5.398925227542974,0.0192690090460768,0.1636016100842958,0.4125251072256875,-1.133953973050016
+4858,0.810958203125,0.1371282421875,-0.3104229902141713,4.408452945748383,5.443258823383345,1.210655130815247,-0.2650131096262504,0.4254729856543792,-0.9513907531708526
+4859,0.989885078125,0.0761904931640625,1.276809416346141,5.091564356915338,5.345522073128297,0.4584710023812124,-0.5082820526517557,0.3999224301451833,-0.9442158213694816
+4860,0.903823671875,0.09552751953125,0.7099744275266517,4.369556917007905,5.495775103309027,0.371319151809213,0.143620681004926,0.2851820949084229,0.9920426125008912
+4861,0.9598503125,0.13510771484375,0.4852174713553489,4.246047775178142,5.016350349919386,0.8224220979284761,0.1497828003500571,0.6010019124027238,-1.041642513776156
+4862,1.061666484375,0.548184140625,2.964532499274537,-0.2761125384891217,4.514328680498772,5.333800644185159,0.5779375994884128,-0.6186725283946592,3.8661058862688105
+4863,0.8487428125,0.133908115234375,3.610048846671558,-0.0846269148177583,4.510916131781208,0.80258393534508,0.1919525745681319,5.50143772823812,-0.2180888304426881
+4864,0.9466415625,0.095192060546875,-0.249859668755165,6.919961119156483,5.4439504907708365,0.948058506451413,-0.1425075712519928,-0.4138241245286965,2.3766264547852747
+4865,0.918992578125,0.123025888671875,1.1672809230943977,4.182067208042168,5.527407712955535,0.3565337211046903,-0.2995934057568397,0.0095300426244576,-0.5986131820945703
+4866,0.642733984375,0.152237568359375,0.017944826925765,0.7060540926872433,4.668763139209576,0.9083169552967728,3.5420457254862456,0.3157282594966841,-1.0643990584657486
+4867,0.76041703125,0.143921376953125,0.590629432403763,4.939850304399371,5.636490452016551,0.9810243698170162,-0.3802702701216973,0.1956212612873294,-0.0205008581075229
+4868,0.94640875,0.12783029296875,-0.4251189914256349,4.957936649343219,5.42900664301844,1.0618447884861306,0.0872818261490995,0.0898090071202125,-0.6829902443256528
+4869,1.122001640625,0.11418642578125,1.5188789660364606,5.094775758109604,5.469780260107109,0.5292713537506796,-0.2573566360256309,0.2141164606322612,-0.0451019676376701
+4870,0.746373984375,0.114001591796875,0.995977444350086,4.698691753408049,5.551603317709678,0.8280891903210583,-0.2156167107001247,3.0515185441384176,1.2795007733024684
+4871,1.91682890625,0.22629109375,-2.35953447215114,8.171396317303492,6.268206510344823,1.2550488902261407,-0.0142638609749192,0.8798895684411743,3.410521999040925
+4872,1.026641796875,0.101845966796875,4.386885307293396,1.0326814130606636,4.934112855450809,1.4049300772094246,0.2170296925053129,5.462654942202612,1.3385153173217847
+4873,0.778253125,0.10588404296875,-0.3905125677938301,4.918447560872168,5.613777451114937,0.6919304356396538,0.3066114918850204,-0.0152376564054209,-0.4325185139024745
+4874,1.17423109375,0.13584943359375,-0.6199680447291607,4.600983411735957,5.49585080941394,0.5914339754492755,-0.1299266149881848,0.323276144973616,-0.3194430279427142
+4875,0.787622421875,0.128069736328125,0.7463669029889545,5.239756174351585,5.79586727282618,0.902391354198359,0.2555410982599633,1.0422133205903958,-1.0574149010921965
+4876,1.3015521875,0.160539951171875,1.475541519013633,-0.032109572597491,3.9503461572316194,2.162022089109672,0.5634504341898685,5.244218508240258,0.5785705124506612
+4877,2.30032765625,0.36859578125,5.594229278443579,2.629817807518169,6.044078025023688,1.6354122577281625,0.8259109345220124,6.9235358423988576,2.5470685249254506
+4878,0.799762734375,0.099573388671875,2.2427754136297127,5.750933018970121,5.478775863804512,0.8656175623494057,-0.0347507499863904,0.2164136606871189,0.793456303941427
+4879,1.37051484375,0.11576708984375,2.694622708820761,4.854397831159104,5.43839230230782,1.0191242487641123,0.1606060949431956,0.1788949773374657,-0.7780972961041064
+4880,0.748829921875,0.144555693359375,1.4393082595277815,4.539562090080961,5.18452294312923,1.25636684202904,-0.4478903643270313,-0.0835224353251728,0.6555071310568878
+4881,1.33825734375,0.1299828515625,3.1273317172673494,4.9186964129110615,5.249512732917268,0.3653497112989454,-0.566416726663774,0.5828448285043171,-1.284413576575587
+4882,0.95603171875,0.132588486328125,1.3106881916790356,4.7187571199341125,5.099008910856269,0.3209975768091094,0.5447638595563623,-1.040592518959575,0.2732532861579455
+4883,1.3859315625,0.4735455859375,3.234294342656388,2.2862958396047524,4.695106734774487,5.411452622403697,0.1161679708250404,0.0280096292968137,3.670987504715
+4884,0.8711303125,0.106941416015625,-0.4686608078031918,5.063334040258155,5.343972569860278,0.314420053235417,-0.0117846031557317,1.0338751016696477,-1.2493458500568626
+4885,0.86959140625,0.211432265625,5.767836062363472,1.3727180883517245,5.5326966319341375,1.417139496598931,0.089578751744684,6.342540343844904,2.943052254262863
+4886,0.614902109375,0.12791791015625,-1.4595782246098157,5.25521154415644,5.325160010780257,1.0774246849991576,-0.5475141713796372,0.3225715157902136,1.2837589585117286
+4887,1.01478421875,0.1222331640625,1.4111517793717956,4.597180734681294,5.517223304538565,-0.0218431799459602,0.108057807966049,-0.5635278337122974,-0.4796468471424118
+4888,0.924147421875,0.5929987890625,3.766480321194311,2.047817430846104,4.750393942519674,5.370376739268955,0.3933877225289545,0.496486040026916,3.862580875994773
+4889,0.8619725,0.1030413671875,0.6961825793751899,4.362647118613681,5.273331574046747,-0.0437024297902789,0.1614673313250307,0.0886431823531,-1.051435733839124
+4890,0.801444453125,0.4365679296875,3.942620883057133,0.9370182842694368,3.2827793496116,4.25123071618543,0.3793786158512004,0.0668994313883346,1.9504555106534056
+4891,0.934745625,0.0967319140625,-1.076404207149762,5.052991040615185,4.989951454949993,0.7585418823664698,0.1517556064530872,-0.4386389884844323,-0.7826761685193617
+4892,0.871721796875,0.114443271484375,3.372916419547913,4.396819734271912,5.498245468071174,0.6852126201756287,0.3346524467257575,0.4533879542964121,-0.4766096945395618
+4893,0.983533828125,0.15827697265625,0.6947690889748399,4.770845690806742,5.481364517154948,0.6834448405700779,-0.1236440738853174,0.3100246460705298,0.5877452493215027
+4894,0.868789609375,0.134248359375,-0.2841772600750002,4.574504969057558,5.4095732708594975,0.7350503705685829,-0.323726237195781,0.1403586032584136,0.7817831235200524
+4895,0.646156484375,0.0997954296875,0.0237895093178883,4.624111279922469,5.069423124736431,1.387806468367467,1.7540481298690065,0.4433163327236812,-0.0303591372701889
+4896,0.843815625,0.121791494140625,0.5385346615430028,4.156243115430213,5.426858254708195,0.031373623826636,-0.4178033855445652,0.1818247097346818,-0.8868011869832761
+4897,1.8595196875,0.485234453125,3.719297892829556,1.434934200224812,4.942955567678722,5.348044311844944,0.7901909094589395,-0.1727968659534398,3.375262118626494
+4898,0.93506171875,0.163631669921875,-0.0399017655446211,0.7338925636591217,4.702700124390718,-0.0544697750344142,2.9426935614659038,0.6004081168707068,-0.7563976545998794
+4899,0.834901875,0.08637599609375,5.085323907677357,2.249282245075211,4.972773854358318,0.997064690431378,-0.4035596875503375,5.370482569424424,2.3230405288745897
+4900,0.84959796875,0.130968828125,5.634338852925175,1.6451008697570606,4.789156757274293,0.5537955490607191,-0.6651240971735599,5.835383847517302,1.398100525693443
+4901,1.10366,0.0956229296875,1.3438297159717023,5.378240015758127,5.371401938420346,0.7815628132301454,0.3238591382375967,-0.5405696408482329,-0.8623692020079133
+4902,1.119733671875,0.14134455078125,1.1146502596935073,4.555021946025417,5.480886482913436,-0.096228500468891,0.1251814694128795,-0.225470798200778,-0.604894749125259
+4903,0.736036953125,0.122789462890625,0.3300738037510977,5.071918992373067,5.297016069080256,0.1764763914397583,0.0477899931566592,-0.1852401713022333,0.862304570605446
+4904,0.86471328125,0.0669879638671875,5.187109629178694,-0.3146038705850663,4.843819559561174,0.3723955996025461,-0.3542551385085656,5.601218834127447,-2.0663280755075872
+4905,0.845428515625,0.095360087890625,5.163646525248749,2.233251820374373,5.100742810184788,0.4399331907638961,-0.0146995751923795,5.897923457110857,1.7324693322805331
+4906,0.87107265625,0.14461509765625,0.6459498047399931,4.541915803002539,5.044701045365854,1.1843140360866635,-0.1389155795626926,0.0468359531858288,-0.1406050543346604
+4907,1.04416625,0.1686275,0.3335946951964361,4.553132772103333,5.372256227931503,0.850265430132364,-0.2483840564128852,0.6479232202400733,0.3455460522309579
+4908,0.879615234375,0.118244296875,4.745214763375286,-0.18658188476174,5.18951707526454,0.2021821621563758,-0.2819016900572076,5.654303239114082,1.110873419250955
+4909,0.95152171875,0.140231962890625,-0.148176983510022,4.877807462514978,5.239744335440723,0.5294929724320618,-0.0246146883352936,-0.0541223465607317,1.074455859694497
+4910,1.2771096875,0.21008685546875,4.408471548704957,1.5461672303573006,4.233639174872109,2.030815235873509,1.213572352110971,0.2516833982938098,3.103358016093908
+4911,0.87033921875,0.25302544921875,-0.1726735797179436,0.7516475942530152,4.925473230431382,0.4408033889998651,4.31151479936798,-1.2128968097497583,2.0088084720290795
+4912,1.36300265625,0.1810927734375,5.400443962159108,1.1747000879889482,5.687229979036943,0.6159033855138841,-0.2586637251572458,6.500040784232518,1.3130466569603592
+4913,1.119125625,0.6090596484375,1.538262062974287,1.468754765124158,4.403297686142423,4.892126832281286,-0.0030283416011405,0.826629800844893,3.402633226503078
+4914,1.02119984375,0.1096898828125,1.5371564604285326,4.854447860602987,5.305614242664778,0.8519067528751282,-0.0880000953477046,0.2044629354650526,-0.2117518303126171
+4915,1.01606453125,0.144406259765625,-0.1745072705347504,4.130374425644804,5.227092060890932,0.3974663616781304,-0.1939816741379748,-0.3403745254790188,0.3830860554575571
+4916,1.186848125,0.114462470703125,-0.0075974276095024,4.444696822532204,4.866033398645064,0.9981501873907084,-0.2471676265379911,0.1440387174132742,0.6494373997892962
+4917,0.885297109375,0.100460341796875,5.740690553938956,-0.9861050321981222,5.099946647088627,0.4920747414186459,-0.6457069910341924,5.781013376405867,1.175945344358829
+4918,0.997849375,0.149567119140625,0.3701536684141486,-0.716132414366119,4.176328767007355,0.0288868617463327,4.170225839631581,-1.596596428998555,0.722864947736678
+4919,0.5583943359375,0.097254599609375,0.6545653474782945,4.758675700775664,5.518751347981244,1.2471784762636169,0.1445277920465139,0.3518240157009719,-0.4340513555668309
+4920,1.1665246875,0.082922412109375,1.42569179454115,4.492311984275871,5.29827766228146,0.8230097985721094,-0.2521790508036459,0.094479328982239,-1.215781926279511
+4921,0.907576015625,0.1122180859375,1.319787003155269,5.777338379057564,5.210125007852927,0.9130395026718416,-0.1017203202545779,0.1440818685813062,0.5799021781101457
+4922,1.46450484375,0.354779140625,2.9849366551639385,0.623978714756529,4.480736796532635,4.940519385554149,1.2863278336236832,0.5524094985999304,2.701386852694066
+4923,0.969286875,0.089917783203125,-1.1902086906119995,4.617334624200484,5.408176829059825,0.522558882625807,0.0929546163805543,0.1036177616900161,0.694271061365358
+4924,0.80533796875,0.0791621875,0.7034962458022861,3.74692618527606,5.4967202614662005,0.2086875149170225,-0.1306910275493133,0.4876738360526086,-0.5160853222574427
+4925,0.995950859375,0.141306142578125,0.3010374827977672,4.6994094082652165,5.562331307497008,0.3533374028525252,-0.1054656235536534,-0.0653186824760641,0.8299102113942327
+4926,0.75803921875,0.1365749609375,1.6124961066013324,5.4775561752044055,5.426380372032318,0.1198394274517942,-0.1744068934551434,-0.3444833313104367,-0.0925075266424923
+4927,0.8899315625,0.114672509765625,1.101785439121019,4.380669353147849,5.549047227025651,0.4512562197476928,0.1209233444082757,1.4348413546963217,-1.0066582091335872
+4928,1.1153315625,0.2928203515625,3.76376959784782,1.4431057927688395,5.228690261037067,3.078730401032843,0.8334874119197575,0.1828961420278032,4.690108915391344
+4929,0.9259871875,0.18278265625,-0.8623891547827451,4.907120251920412,5.338653709905378,0.2241074085075771,2.8607116126248946,0.1815934513847369,0.1209585204457167
+4930,1.067120234375,0.20117736328125,-0.6141187178772485,4.277718206132796,5.261364190469008,0.9673824553094,2.379329657244226,-0.461492802111774,-0.0714597860127075
+4931,0.8538428125,0.164494609375,0.5889482036673724,0.9446149076580256,4.765844470494875,0.8625375952078597,3.872943240134623,0.4723125193792906,0.136711428323813
+4932,1.193888984375,0.130361513671875,-0.1306775225122054,0.5506474365622256,4.5676397145262415,1.7598771096199022,2.795518971201268,-0.1032040101557991,0.8051899038425482
+4933,0.97692015625,0.12418708984375,-0.2840776800662751,4.812729862447784,5.510975493288325,0.3023809630148767,-0.27719711346298,-0.0080986394287789,-0.5954274918894078
+4934,2.90507,0.3393744921875,3.2156154532755323,8.185902069225742,6.513114118243071,1.3895716596001964,-0.3782966975274711,-0.788056633551199,2.727450178347237
+4935,0.910788046875,0.1495023046875,5.010574580787239,-1.683897869622806,5.20223219425646,0.6884659905350109,-0.1855491164345967,5.6443777400181085,1.885329884629179
+4936,0.983316875,0.08884,4.745607481537876,2.1490814022365083,4.736232721395341,0.2630939266875876,0.3588273864543551,5.771294027972882,-1.4718921176850157
+4937,0.927370390625,0.1167014453125,4.2716038434269015,1.0431523714663835,4.717767409315124,0.4503055904294794,-0.1656436055997424,5.785900503556034,1.9264734407383093
+4938,0.79288828125,0.108814931640625,4.016024822821437,-0.6636666178060096,4.858666312709147,0.1844084050705235,0.3360580339545377,5.89038639978333,1.9214396825121467
+4939,2.4027459375,0.5444298046875,4.84972989624469,2.3850442257278104,4.139012810139536,5.0591250482439785,0.0191343044273134,0.3447137103389312,4.0216880088005205
+4940,0.888442578125,0.13948724609375,-0.44812076253063,4.382160798596981,5.177675180166625,0.8238130546156482,-0.1992432597155886,-0.0879927072574046,-0.062443227915061
+4941,0.74506375,0.1417526171875,0.7491840585881014,4.628710168491022,5.813324476577515,0.8536034187800443,-0.2733173866606689,1.506128549559657,0.0547348200707467
+4942,0.92204609375,0.091900517578125,1.5290377606665506,5.42275252220115,5.0796558710601385,0.5584071048732517,0.4508270164323314,0.5376738335287494,0.9058769398147056
+4943,1.02663265625,0.11416181640625,-0.5799599037769853,4.679691565758189,5.495738903194162,1.0978482134658316,0.0141171669887718,-0.4583918660293092,0.5750914596474679
+4944,0.72033671875,0.20161326171875,4.674533234748533,1.9630394472908488,5.517535356186836,0.3978376082485683,-0.5353958491718167,5.266939401595569,1.8950643694374152
+4945,0.79459171875,0.16279271484375,1.6131173676967772,-1.0225085024220235,4.874348512913598,0.9484652173635172,3.572351705377121,-0.1151749659239523,-1.0161258359069052
+4946,0.6382473046875,0.1541512890625,6.011777598468439,2.648589524293133,4.96518959148954,0.0591598540419331,-0.4353615620708411,5.46970895348872,1.3733776259693546
+4947,0.967703984375,0.09411068359375,4.8555130775764725,0.7469328759519136,5.123039974324231,0.7483478270526681,0.0144084237688592,5.286782057129656,1.808648388284966
+4948,0.886988046875,0.1962046484375,4.9388617252287,0.9412810412970862,4.364760914169406,0.0688274384366715,0.99616502894097,-1.2114056875731094,2.4636162913154296
+4949,1.6022309375,0.10372068359375,1.5510296168189708,5.292481510307635,5.542636734056382,0.9576215577986,-0.1105473936449644,0.2380409697095218,-0.5722563284909472
+4950,0.919743671875,0.0815223828125,-0.8370785199787666,4.339852854092022,5.274222190431082,0.617637947285324,-0.0335819331632328,0.1567052916175236,-1.2419974052860454
+4951,0.97127734375,0.158509208984375,0.5608941565895484,4.602691056192985,5.714465924066263,0.8049182433779202,-0.1269241464044194,0.1426627697799076,0.7025702048930558
+4952,1.09858828125,0.08410041015625,1.3657423371882884,4.963673502964388,5.249891262274038,0.6184253959139897,-0.3572979194886598,-0.4115359664481969,-0.8104532196022289
+4953,0.95940328125,0.108232236328125,1.0491656748943368,4.234365019187588,5.264071067347949,-0.1260215756988077,-0.0799073822479853,0.1862548734639915,-0.7313476977977077
+4954,0.93711140625,0.149672744140625,0.0324336157254772,5.546729958331452,5.111972491602084,-0.0783482790778298,0.3169127578494058,0.0994131547141708,-1.1964502270926722
+4955,1.05523625,0.14160978515625,1.271207894888002,4.734035321504019,5.652998531844818,0.6903261631049007,-0.0427498578038224,0.8520892412979635,-0.3138873600712747
+4956,2.14115765625,0.28637923828125,4.035761365410069,4.669047129960876,6.0379225727216825,1.1705894624881823,-0.0515088185676012,5.8828018112790135,0.8456478329478302
+4957,0.80145125,0.17424142578125,0.001119596408412,4.708976265854837,5.612224283307633,0.7531974938269267,-0.3689326731676571,0.5319395362778646,-0.9578085304040164
+4958,0.923954765625,0.163806884765625,-0.8578173456388465,0.1751237116784013,5.114485144538199,1.0721649498144716,3.593584872474831,-1.1210653680732134,-0.0150072819738288
+4959,0.5801891796875,0.1647400390625,4.482566364068926,1.1124454441816658,5.074962654905774,1.1652512790797005,0.2082120931598141,5.240868721724128,-0.2481748687839151
+4960,1.305456953125,0.4484978125,3.0782231449500403,-1.314217580107425,4.855494414593074,5.080480152965624,-0.349278166544513,-0.3183353008375414,3.0374074703502254
+4961,0.646968984375,0.106853203125,3.931239594965822,-0.5712758569679466,5.00979900007325,-0.2370133601061554,-0.8866374127239791,5.716737392079691,-1.0777959164725917
+4962,0.84834984375,0.132030390625,-0.6762727735356738,0.7724256602290019,4.732819338783691,0.5718862435904906,3.614503772845944,0.3908718661636113,-0.1800227026363218
+4963,0.738690859375,0.0673450244140625,0.3189369274972408,4.653726721665636,5.334100667018938,1.7308490994689405,0.0503748183606173,-0.1412243717066104,1.094283613841056
+4964,0.832408515625,0.111055703125,1.091541123832017,4.3685133879811895,5.616403497033903,0.8393777751961271,-0.054473277831491,-0.4689015584011534,1.4199188546530477
+4965,0.98793921875,0.16959544921875,2.691648275182087,4.911047968723833,5.65181204409974,0.4694926765245319,-0.2160409178649474,0.1481294878937188,0.329185440440732
+4966,0.556930234375,0.127319013671875,-0.472882373991631,4.956782121254356,5.804847155971071,0.6915736294252232,-0.2343841939571415,0.5065651524177542,0.372274811212803
+4967,0.870400625,0.137445703125,1.8491294975160093,4.691035007733589,5.199027221244701,0.3365232204287138,-0.3757333235562617,-0.3244950099412241,-0.6114715028372961
+4968,1.34081890625,0.510478671875,2.166444920409518,2.1332804952386457,4.731451017819793,5.02120397479579,0.1856492000291425,0.0389598018870635,2.813180930062256
+4969,0.783539453125,0.116970888671875,2.694962777507023,4.9853386887340845,6.199952240756897,1.6943357930390357,0.2241701904747,-0.5023465420467994,1.1389923536980482
+4970,0.98739015625,0.143998193359375,1.0272600079792242,4.191140440423706,5.180001284385797,0.3461300617701194,0.0816724902932172,-0.4313441410111359,0.5112938069734474
+4971,0.65879484375,0.160041865234375,2.24923187747467,4.5485538830535255,5.896344061001535,1.5283299818933695,-0.0500493872170299,-0.7283742286334439,0.9119503408560252
+4972,1.202112265625,0.12656708984375,1.1726843152049369,4.820905605467893,5.396355384979762,0.4408011208328404,0.0442151703124708,0.5749520595265245,-0.9167330262973554
+4973,0.792316953125,0.1248105859375,5.929680919207698,1.8506590833187588,4.842759156082402,-0.2782606043737827,-0.8928161433576882,5.08187149027406,-1.4939635341562971
+4974,1.09511578125,0.109322607421875,-0.6894816267742567,5.060998336913818,5.555635797270021,1.1322130237231385,-0.2644424818207073,0.1505731717069898,0.0491618406846376
+4975,0.88347484375,0.142616162109375,1.0339607483993642,4.330076637725065,5.215817453227377,0.860569416007233,-0.0886799141651707,0.7408744896752952,0.6686974447398588
+4976,0.490554609375,0.096145615234375,1.086779702022457,5.246993709246647,5.153148805657264,1.171861258623777,0.3730676018437739,0.040616565608106,-0.910784603422401
+4977,0.948936484375,0.11237111328125,0.983434304346577,4.276658585463206,5.1308489811677855,1.4096675945269723,0.2021778249779293,0.5693215618616644,0.5593259898518366
+4978,0.85292703125,0.1595821875,0.0658488519435616,0.3022726071404022,4.406605304109503,1.1036060355559654,3.2746352496242244,-0.4473955073299106,0.1428834208017332
+4979,0.869780546875,0.13947703125,1.4419012186559172,4.288355820595811,5.460093245829842,0.3185595960805158,-0.1643325383510218,-0.2890006076446656,-0.203314148474914
+4980,1.3823621875,0.4492428515625,3.4607841663054955,0.9065974253613844,4.688358457319526,5.141751209973686,0.6853835164467038,-0.2415063541042186,3.227066208269753
+4981,0.908333203125,0.080097744140625,-0.713496097186145,4.600275952417751,4.949665721624306,0.3405794777159419,-0.1085610761785402,0.5335747088002466,-0.4672646741046643
+4982,0.75885484375,0.080722451171875,-0.8868938324808762,4.716278857003525,5.499925840509167,0.5795973312551504,-0.0585828745032213,0.4967130296681876,-0.5624596902171946
+4983,1.13795921875,0.103396025390625,1.115758428852447,4.877725841449144,5.580685167939922,0.2029722259147571,-0.7267651705152527,1.0521229148828617,-0.5812043499737131
+4984,0.891963359375,0.128041533203125,-1.1463113653748929,5.119059791316764,5.453892652137436,0.8624193178939346,0.1918775865023287,1.8515693963208024,0.1465411819734887
+4985,1.122963203125,0.0624566064453125,-0.2822126596799794,5.300316666572913,5.614544246824882,1.988614410468067,0.1799056046485533,0.0150596825644845,1.7433255880984044
+4986,1.065561875,0.1201094140625,-0.0579872711076972,4.825082225113103,5.61061716970131,0.1985895136873312,0.0473785696767197,0.0620309505064825,-0.9462075099089522
+4987,0.5446795703125,0.110288779296875,0.3387768551884327,5.373340755760214,5.282200980670648,0.8979099637959559,0.3998134951011548,-0.2039422797342757,-0.3435259164574511
+4988,1.199360234375,0.135381962890625,0.3513817784438491,4.289401851322481,5.586013787414234,0.6144414652119714,0.3119232705988336,-0.1696469637409222,0.7148200543738747
+4989,0.76199453125,0.10795978515625,4.630974791124867,-0.7409752321879416,5.312369167617255,0.163558579514185,0.5072846161509844,5.701637625987605,2.31418823564403
+4990,1.001535078125,0.16920240234375,2.158947071066914,4.682768251720036,5.407475417571799,0.749050798632057,3.3586324367169014,1.015427442710762,0.8706200699577394
+4991,0.705178203125,0.12616921875,4.606617557025707,1.4015657432432271,5.068095356743007,0.720037588610484,0.6961317371737974,5.269372348724974,-0.211183750178414
+4992,1.038885703125,0.127794287109375,1.593559521891846,4.71296547092573,5.934260088625452,0.3935293503379977,-0.4213386425397237,1.3232114774461576,0.2523985436472192
+4993,0.931718984375,0.089131044921875,1.616148507676721,4.768572934769295,5.179902234834965,0.8669821991228193,0.0398447624464596,0.2061175850463809,0.6536958932657437
+4994,0.769562890625,0.104239765625,5.380849530306879,0.59371712738344,4.919226376214835,0.5633444252853727,-0.8293111110175837,5.651755306891447,-0.3168233179816815
+4995,0.885022421875,0.075899443359375,5.251987339279292,-0.9614825653854768,5.166840868825019,0.2567582547492062,-0.0539887292573259,5.764958845699945,1.3940981727569124
+4996,0.986395078125,0.112866796875,0.1475247695804954,4.8087140193102975,5.525926946200126,0.5940757302722659,-0.4284917510348647,-0.1892477791674782,-1.098795249732222
+4997,1.093165078125,0.162811923828125,1.628327858996707,4.306411796824768,5.474410702641101,1.02229477561507,-0.471669432439397,0.0377297430551679,-0.6914037727735338
+4998,0.902395,0.099331552734375,4.215635331221683,1.378158346087179,4.840336295677837,0.0269225627388113,0.0828670500381315,5.274935685154116,1.7259941143132669
+4999,0.710297734375,0.119758955078125,5.352910483533015,-1.8821788177305427,5.028514355832774,0.4275189372062358,-0.9035489390639873,5.009183940097035,1.28732757319601
+5000,0.97101515625,0.11873818359375,5.422164307277692,1.678832666042623,4.933257247447757,0.521134583000064,-0.1185452177107594,5.615516267548055,-0.7567154972506546
+5001,1.0648603125,0.474272265625,3.3540265525351933,1.3992000886900904,4.560863166039883,5.030567005033324,-0.3341850082123339,0.0751683111915858,3.4567551608459417
+5002,1.229813046875,0.11155798828125,0.721061872605744,5.038054773118725,5.1604558971939465,0.401785169225636,-0.4394198864257935,-0.0543291620192665,-1.0934281836957604
+5003,1.2572009375,0.116211162109375,1.632267131372806,5.115957192386428,5.269685533821408,0.8798490888926529,-0.2297688046833715,-0.0202062240469062,-0.9963104362383052
+5004,1.082013046875,0.101425302734375,0.4547075667556957,4.798724806086746,5.513031557709954,0.6180414735859474,0.2454858303378842,-0.4309199141501656,-1.020025341385907
+5005,0.864886484375,0.12502783203125,0.0692350297933411,4.628213114106496,5.4660037751501065,0.2471629251979176,0.0838231228688897,-0.533662814509262,0.0214910727368376
+5006,1.035874375,0.09045607421875,0.7425605238720036,5.0713802444275,5.157593600855456,0.5744485184747228,-0.2018381114507451,0.0752837246105589,0.2957322584237162
+5007,1.062064921875,0.1331159765625,1.251386507741468,4.826370165236663,5.606360110912617,0.6597675860169259,0.1268175536057061,0.7886389833315786,-0.3311390149516685
+5008,1.1894415625,0.1116348046875,1.076428192375734,4.520272610862065,5.514359455950316,0.4451032597409381,-0.3875072863195488,-0.3897501936417313,1.197886848262737
+5009,0.916779609375,0.16760912109375,1.6815745838366207,4.395184877128548,5.603553623712186,0.3063968377465647,1.788855907077829,-0.2872359717919401,0.642429589206635
+5010,1.04778953125,0.141198720703125,0.6829942991697316,4.559642663780647,5.060055478299664,0.4416704574386744,-0.1436521025807617,0.6723086363017206,0.4791322931783052
+5011,0.8239125,0.08679666015625,5.48772173100321,0.8299826915856454,5.110452943675788,-0.2296587766861569,-0.0658625398664919,6.060033299893632,-0.2394685481435605
+5012,0.998395546875,0.0692161328125,0.7561903917397019,4.18090859151254,4.8006282111279095,0.7992698453430244,0.0734053083556608,0.9597609280859196,-0.0008665277354583
+5013,0.66717390625,0.0864930078125,0.8992913523741902,4.831831879948268,5.579431962158623,0.3704589483724091,0.1395731024680439,0.2633496258187023,1.4921661873354002
+5014,0.613868359375,0.16426177734375,0.6944219930375541,-0.2218930899179102,3.4373199791375586,0.7630367819756556,5.88369115089414,0.6616557628020334,2.3218802613787477
+5015,0.77093921875,0.09145283203125,5.090984999922855,1.619761592531825,5.068578233399,0.491598709564124,0.3026758886641125,5.453646258735036,0.6917295315851949
+5016,0.94353015625,0.0785452880859375,0.367510377993183,4.889075613537043,5.094092546456412,0.6450167167893976,0.0997503218423427,-0.6094449841341649,-0.0501465063098096
+5017,1.029411328125,0.097800087890625,5.30286708441161,1.343567772451001,4.850367335153705,0.0216224180385068,0.0796322417348239,5.959167322317586,1.3368003660669
+5018,0.85615375,0.1358782421875,-0.4619064124650502,4.109256258619316,5.061561865203736,1.1268745387122627,0.1697303292079358,-0.4336467094531988,-0.383679081151761
+5019,1.0564996875,0.138617099609375,1.0378563286430031,4.704977990595856,5.181898027536743,0.4388409247482388,-0.2214540680711797,0.2670947451249944,-0.0678961795088655
+5020,1.018368125,0.091569853515625,1.0070662120759155,4.825285893119209,5.6369242729242846,0.910136517311362,-0.3823218677788169,0.4197877936412987,-0.769042290992512
+5021,0.883846484375,0.143371083984375,0.9095755387252168,4.899106078402451,5.681050713848738,1.2285748568685186,0.2557175111038507,-0.5622550099277452,1.4048961637410518
+5022,0.80545796875,0.103795693359375,4.852825031904301,0.6176272734886221,5.024234917628878,-0.0805579857931234,-0.6443845463879124,5.905113564030946,-1.609777825901871
+5023,1.023371640625,0.08955892578125,-0.5066435419878501,5.367875310530393,5.655101477471194,0.4487856311347556,0.0651098504665894,-0.3588925914573285,-0.1223378812793532
+5024,0.978618984375,0.16426177734375,0.3610050858772738,4.162088111016827,5.240851015663413,0.609306744733241,4.66092525439826,1.1972743753283106,1.4496490852392092
+5025,0.86842765625,0.140416796875,4.395311810241509,1.710989122821846,5.1984022434684025,0.8291398289955445,-0.0322802891125806,6.206287064235654,1.3316957229042756
+5026,0.7734621875,0.1105990234375,4.0544377267023,0.2712154294602045,5.011569064549381,0.3625279563600487,-0.231051827490659,5.776994379543684,1.9925424426231624
+5027,0.808281171875,0.1555783203125,-0.4201687875767741,0.3541790675746701,4.297325145100458,0.6448893911293552,3.522932031283383,0.1251351643317794,0.5401683467967995
+5028,0.859034453125,0.094723984375,4.031836256416499,-0.2748205374172389,4.907333953417436,0.9504843866215356,-0.1905067138318878,5.348434195983808,1.3314015327935398
+5029,0.7531334375,0.09984943359375,2.026336011968333,5.925161237065014,5.065220364633849,0.5541608415474517,-0.1384644466380437,0.6223424204093226,-0.1666332554116054
+5030,1.818891875,0.20527169921875,5.342567796362946,1.5693456054306294,5.505916708366602,0.9852611487253404,0.0819098196913774,6.670081323508508,1.4001788862731164
+5031,0.856430234375,0.114203818359375,1.540913715208332,5.119822582507235,5.355032339170884,0.5158920630204338,0.1632725897042355,-0.2539566294035417,-0.095931539764164
+5032,1.169477734375,0.5143853515625,2.608509437248635,-0.6869992194370733,3.301491416687361,4.128642049867639,0.7191077285622907,0.5348904693917181,1.9496216387837348
+5033,1.60872796875,0.24806400390625,6.0682213832192495,2.522558883542134,5.708425793502986,1.0876169491674876,-0.3228433604407525,6.208987641140534,-0.6104677109482937
+5034,1.20257703125,0.124018466796875,-0.4491073616471596,4.96030629537028,5.385020071786622,1.3659199387305248,-0.2949797036668534,0.4920277371318031,1.3153542853180602
+5035,1.01086046875,0.109224794921875,-0.4627013561039642,4.885326428079376,5.772879808474769,1.1184445515227024,-0.2635730371881615,2.522088274673836,-0.7506285082815647
+5036,0.77958546875,0.15858181640625,0.7495481267156483,4.790089566664759,5.519935829193258,1.162450234566012,-0.3212362153209325,0.3442727867581564,-0.2466705087216765
+5037,0.7765675,0.17413640625,2.365847112556845,4.659127773326376,5.504814659140817,0.6457071259093018,-0.0563695657600014,-0.113394110712797,-0.5045121888831674
+5038,0.6982125,0.136064267578125,-0.6055812901647435,4.595355747884947,5.416745002220938,0.5486062620873325,0.081123770165069,-0.2594661268572054,-0.2105024450201411
+5039,0.908086484375,0.116700244140625,5.278741719642498,-0.5271069461397886,5.131993722282931,0.2369938704256249,-0.6361538497241735,5.646063319313347,2.083962847014169
+5040,0.855575859375,0.08506357421875,1.222077071596812,4.405460834454674,5.1627290789763975,0.5540739088873731,-0.1820566622465943,0.0418222544573622,-1.0853231276085018
+5041,1.03358484375,0.15304349609375,5.307954926342857,1.2208499919228255,5.031892503705991,0.1388394733021024,-0.2556246264453488,5.7116577333275895,-0.0471059884085112
+5042,0.865681796875,0.10219703125,-0.512974889348685,4.861608030428815,5.347101534026777,0.2563302578766515,-0.4587066069195971,-0.1944587781173195,-1.9105285870551676
+5043,0.784688203125,0.10229423828125,1.1318628119664171,4.736301113713252,5.0370889635637415,0.6587069412110382,-0.3573201319542204,-0.34514265531755,0.6612429199559499
+5044,1.19083828125,0.10422896484375,1.107098429473423,4.502471258500993,5.505202416799654,0.1005025749957223,-0.2734615511680211,-0.4129711692472315,0.6417286934719516
+5045,0.95765609375,0.14271638671875,0.3195032311744913,5.000070937871311,5.477834115683779,-0.1248413039530784,-0.3699132752640193,0.1577562117231314,0.7606553107032407
+5046,0.7630821875,0.134693642578125,4.357722239009188,0.5095535332570209,5.073844654677509,0.2827064720548697,0.438646206981903,6.046472080894695,0.796070750313767
+5047,1.124617734375,0.117969453125,-0.2070486850855349,4.724504914986151,5.179143763524064,1.1037942325688843,-0.045257276293078,0.2388236945104754,-0.0126666436529166
+5048,0.872478671875,0.08258396484375,-0.4958854861746058,4.908641893541947,5.335905652921075,0.6322016469140455,0.0519650777034782,0.2619060733006088,-0.29004570052411
+5049,1.79926296875,0.2001905859375,4.9636131193968085,0.2497686610324555,5.70239383594703,1.261169859021929,-0.0205940155073474,6.500988492038712,2.2160027609713104
+5050,0.933059453125,0.30604767578125,3.616128968504899,2.45105710256601,5.748420536372639,4.320954241441857,0.2733999414795396,1.1493444314874866,5.03992437486599
+5051,0.795403671875,0.098516611328125,-0.298890489565777,5.290627071148513,5.397953394055259,0.8255168358093337,-0.3252420977199315,0.5581661871723096,1.085624586274109
+5052,0.812975859375,0.126390654296875,-0.5051430353122325,4.447682246728007,5.017174792206909,0.7827988336976696,-0.1482297617285933,0.1022290237516276,-0.2024915860266401
+5053,0.80219625,0.10869310546875,4.126418773528355,0.4935363583025187,4.479146752070782,0.1926204682146927,0.5687438070982864,5.330088971829827,-1.2517842621525823
+5054,0.8636715625,0.14636498046875,1.6679622050187246,4.411630956582439,5.495642871244884,0.5741499464335101,-0.2149243282396623,-0.0340931232168035,-0.0634176294827272
+5055,0.726496171875,0.133975927734375,0.7265819954982808,4.940007468008124,5.75493171582472,0.0184666722426993,-0.2165018022069277,0.3989364009295655,-0.3385700866715561
+5056,1.02830296875,0.19010927734375,0.0105894509169732,4.3051014105255225,5.737301697766231,1.0276957159265423,-0.033448485238195,0.0701894134512724,0.373262019591271
+5057,0.75009703125,0.1566476953125,0.9092218688866274,4.818438386744692,5.5945628943200045,0.7041213414240796,4.410039211834503,0.9520744568067188,-0.9649111484564376
+5058,0.803626953125,0.08809107421875,0.7678544939122415,4.550001984722686,5.149998637922079,0.8949060435123891,-0.1215398697731951,0.7636874690967431,1.2270733329832642
+5059,0.654892109375,0.186538671875,0.1601106930032269,0.8598720514644305,4.499601964576412,0.5806962149124825,2.0471124233920284,0.3394950333619361,1.310312841411843
+5060,0.6720334375,0.102939951171875,4.900290872688025,-0.303035737500824,4.846421764812566,-0.0117767086392931,0.2508385254406505,4.97895406902783,1.1681451212381304
+5061,0.839042890625,0.126316240234375,-0.8400035039418434,4.890935741996185,5.54145798307601,0.6209041039370375,-0.2213491668163379,0.3813713780524438,0.8715350370771496
+5062,1.83254703125,0.4444479296875,3.0124831451679097,1.7472266839113937,4.866589044731871,5.114448862280829,1.0062688152048986,0.0902662389222742,3.534133793871265
+5063,0.881575703125,0.16115384765625,0.3136992232410447,0.3491965613934406,4.374496893813674,0.4676167417971806,2.693502080440289,-0.0096286569842572,0.7903786104212918
+5064,0.9312203125,0.20146576171875,6.325706512693632,2.193239071849512,5.547155436897281,0.7312755907970189,-0.6259526482762151,5.225580553913735,1.498927654209227
+5065,0.93627109375,0.0976056640625,-0.0628200840500967,5.00773328589091,5.36989980185681,0.7739341102152023,0.4470851408021462,-0.0892544287057862,-1.3758437610979295
+5066,1.002918125,0.697859765625,3.0784069592228804,0.688589131947523,4.215280688969428,5.250299839416186,-0.2460975957228194,-0.0339612941526119,3.0258875291268765
+5067,0.914174609375,0.137112041015625,1.6820852096241343,5.018451632006812,5.561336427891416,0.3516098814491693,0.1696109215429221,-0.3043152462961115,0.7657801379435515
+5068,0.72425671875,0.163872890625,-0.4900470092706027,0.5832834768563645,4.635985119192481,1.036613801669957,3.41187303035859,-0.3337506257759947,-0.8107450922048853
+5069,1.044657734375,0.07766013671875,0.7551505503648387,4.304217173507671,5.1400166758584165,0.6687795698019784,0.2209809765029459,0.2597127801382161,-0.8720938879377429
+5070,0.96382265625,0.134985283203125,1.1037074803261635,4.282326830710868,5.353707180691175,0.5205292693236445,0.0802647597007388,0.5199942691440179,-0.5562479737511495
+5071,0.70537890625,0.0869346875,4.163155589256591,1.4618619845256724,4.603592758576054,0.5374250227658748,0.0455860462208543,5.419261710281478,1.186880319599552
+5072,0.96725828125,0.153895634765625,-0.4596352751076802,4.3664501946384044,5.246233322079064,0.759562764716984,0.1523063644029807,0.4937403438736837,0.0580984570534091
+5073,1.19083453125,0.117173720703125,1.8860000626143376,5.840198193087617,5.718547107341298,0.738102212939098,0.0363382890234041,0.0524216251973286,-0.9884159014488744
+5074,1.018233359375,0.159544970703125,2.022905642545887,5.866410014078715,5.587113682786395,0.5688380396562677,0.1723531177545164,0.4158214523201038,-0.1780458528733599
+5075,1.04972171875,0.113217861328125,0.625186044338209,5.059404228596841,5.449174413541289,0.375864132631066,-0.0611008154412008,0.8443150503196111,1.105442098236345
+5076,1.194721171875,0.47392015625,3.829802169638817,1.6367025368175443,4.962110971770248,4.9149448929215644,1.696293840493536,-0.0689638111965638,2.998472617307307
+5077,1.08078109375,0.096807529296875,-0.0956897011864397,4.662073771881026,5.265412435518957,1.7419930183481127,0.4952727963372754,-0.0233015237350454,0.3327742490445061
+5078,1.105442109375,0.126285048828125,-0.7587780709401362,4.9529102740140685,5.683869723189542,0.2458648962511085,0.3095627647780106,0.181765004864002,-1.0525493645912691
+5079,1.2117634375,0.138924345703125,2.481337598139436,-0.5080517953161917,4.36479026159615,0.8977056316258397,3.0647737598061435,-0.2030313332571729,-0.2802513320045739
+5080,1.3351359375,0.5265990625,2.809263360217057,0.9324276797625356,4.746909776935764,5.133530079780228,-0.224892716026243,1.0284768023966455,3.59435652061794
+5081,1.20482234375,0.4176259765625,2.7593879943042103,1.9393709649726905,4.6616831600934905,4.777547646914243,1.15721151225824,0.8728777174260948,2.9707906864923475
+5082,0.852971015625,0.135422158203125,1.2352802694408882,4.747863204784415,5.414108046168767,0.3182216140482122,-0.2884789596177463,0.2832397167688871,-0.1915503738849979
+5083,1.01778015625,0.13877072265625,0.4496178474502218,5.372853171157982,5.496625946042787,0.422088949917387,-0.146206948492699,0.3470649699886493,1.3607745769353532
+5084,0.925356953125,0.088260302734375,0.7883690371396955,4.176169630872349,5.466486713279966,0.6303382782343936,-0.5708414425571721,0.9596128661181847,-0.5454657330671691
+5085,0.985378359375,0.119314873046875,-0.8607507896577853,-0.0842283145101214,4.469260760326001,0.1842379363630662,3.764255167794706,-0.6242662380074947,-0.4759720474229152
+5086,0.9516646875,0.107015830078125,0.5255659661600005,4.3719244961734525,5.769301262970341,0.1492584298975744,0.4391493370899512,-0.7177712192652301,-1.4012025915832609
+5087,0.764588046875,0.1087069140625,0.204240520120223,6.177869623469769,5.821881780772942,0.0383479681655696,-0.2480428763103428,0.4088454151219756,1.8570049506326012
+5088,0.617283828125,0.1768620703125,-0.6041949537164653,4.424445937086156,5.377924026181085,0.749770513882463,-0.2410691452995954,0.4978288458048855,-0.1299967966314333
+5089,1.261078359375,0.104529013671875,-1.5679277433190608,5.084871031191028,5.226551617558591,0.7813837728052331,-0.3002071431767417,0.1329548890071526,0.1919667426761058
+5090,0.67311140625,0.1193898828125,4.928131894719994,0.3894902153294467,4.898533741188243,0.5034853672730243,0.1454142988771929,5.816097557337844,-1.1800483687928645
+5091,1.17665203125,0.0774873095703125,1.9287062054649888,4.50785146783623,5.363218157711431,1.6275786263000656,0.0083244189217764,0.0310897818866784,0.7016934791801567
+5092,0.774389140625,0.118883408203125,0.4927395816128262,4.883836226894135,5.40495671880737,0.3283064800112118,0.4662029800715094,-0.4317964418667672,-0.4197014304958661
+5093,1.186828984375,0.5753298828125,2.9395952375745824,-0.0049342326076287,4.828519330357808,5.177184785287218,-0.0804381455937429,0.4975301090693054,3.92681935801226
+5094,0.971349140625,0.09837798828125,4.72602062220776,2.3887884889270588,4.960417257486685,0.7714084565098043,-0.1020283540632755,6.101090754644867,-0.3692502179610133
+5095,0.768622890625,0.100869609375,5.512182812057236,-1.1169098047377553,4.79849885935507,-0.1239947438020755,0.1331430258968745,5.3558960847191885,1.9453667995029127
+5096,0.8466521875,0.1518955078125,-0.0324463499379426,-0.2857739939340188,4.769796396478382,-0.0617839299785639,3.9676070823121368,0.116284382684194,-0.8213600475952142
+5097,0.6141037109375,0.127784091796875,0.3047444900582419,3.3288375805967005,5.425391439281212,0.4539676248950539,0.2158164801915075,-0.0568802650165672,0.734186938596214
+5098,1.1098225,0.098800458984375,1.6677307443031022,4.201553424634255,5.608863971146427,0.2529008925560526,-0.2102726820568292,0.4932749475991351,-0.5817242499561898
+5099,1.07385453125,0.6741534375,2.8458382044477,0.8514405820237056,4.546084405830982,5.482828628580004,1.1420960811214085,1.1591107766650106,4.15586601894046
+5100,2.21450390625,0.29383169921875,1.6869099333962634,5.598065389106119,6.196208548536229,1.56545310497483,1.0297796604001466,-0.0948279088571662,1.0587718202825145
+5101,0.911965703125,0.159334345703125,-0.3452722051109939,0.8785016445650438,4.844999352480484,0.7991748564227612,3.5000518484148238,-0.8197994557793702,-0.0767019473921828
+5102,0.5787763671875,0.13763953125,5.038667264732074,-0.7553243268590074,4.761873239619291,0.3911064492682013,0.8758672777066311,5.630127095769697,0.0230462260961899
+5103,1.46022953125,0.25408078125,5.024266625343527,2.791435792208969,5.556821808720938,0.9904910433788034,0.1151442646856594,6.326298349933035,2.179735107266148
+5104,0.932600546875,0.14091908203125,0.4335527884262918,0.9031187082857768,4.714654084855076,0.5486517843825786,2.528435081694361,-0.7394111005568361,-0.3758021976648623
+5105,1.2496378125,0.24883578125,-0.1440497660439355,4.303215769793696,4.810982086897866,2.19780018763788,0.3693477254919644,0.5007428936025802,0.944764520605644
+5106,0.875372578125,0.09033365234375,0.8073807876649195,3.987380334101992,5.286794553344018,0.6564534345768539,0.464232389944181,0.8992745213161388,0.1590745047101294
+5107,1.2127771875,0.108163818359375,0.2292457228920942,4.813086341829848,5.4009273865323655,0.5374875166250621,-0.5003100480971145,0.201555787640459,-0.7782932454386031
+5108,1.6867196875,0.126487275390625,0.8779729980760225,4.625107503821493,5.63374797476511,1.929819417071359,0.1895873664485177,0.1960729937043374,-0.613302214467832
+5109,0.896033984375,0.1017985546875,0.0820272260677627,5.301905700922302,5.432447620934316,0.8040397282689604,0.0066895639298103,-0.616558240419505,1.305514963404305
+5110,1.27766625,0.6487677734375,4.13273428664881,1.7147435357547804,5.132583904576045,5.775307719712145,0.1100958774129593,-0.2402014045971265,3.900330724546592
+5111,1.229478359375,0.211101015625,3.7468378287139927,-0.3782259781778188,5.3865453603888405,3.338262480986709,-0.2488577199949111,0.6600420530542231,4.746657306593116
+5112,0.724469140625,0.108661904296875,0.2136466497629394,4.87456935207727,5.476523072856785,0.5339018608235895,-0.0746640419544806,-0.2208621836345422,0.5001518416054083
+5113,0.98039671875,0.090507685546875,0.7850354025220352,4.326918730690303,5.433356632980562,0.0406405306975247,-0.2647563512634305,-0.3155270984201314,-0.5764586313380299
+5114,1.2000971875,0.2125037109375,3.619591350292607,0.7877522944203277,5.14959993313103,2.6382101465238725,0.2000424915743745,0.7334108099340763,5.075461175434114
+5115,0.7960971875,0.14633498046875,0.5327506289320321,4.94657118668419,5.659626963238489,1.2189010372388702,0.0557807278039854,0.323562300731448,-1.0075473915811315
+5116,1.139044375,0.1043819921875,-0.2137129191680367,4.927137135416636,5.663467103213103,0.4061357249558013,0.0170756449117495,-0.5053920308383486,-0.4837671274126072
+5117,0.6396709375,0.15592697265625,4.12927697925657,0.4953032731378853,5.350709377886967,0.1037929721370166,-0.3055766481863239,5.497529778259907,1.0999935152259228
+5118,0.887575625,0.12340095703125,-1.2489901041768998,4.714802606526408,5.462299536632516,0.5285820325287586,0.0344592110500282,0.9147273491426716,-0.9006023937887392
+5119,0.890429609375,0.11409701171875,2.4906108692392004,5.099763482093937,5.480609739233106,0.3275269377260573,-0.2035403578969224,0.6274665356491271,0.0882496245614982
+5120,0.9512459375,0.24041533203125,3.12996563211288,1.5151384576165534,5.175146224130118,2.34598616950868,0.2274326850380085,1.350352400735453,4.351073225966731
+5121,0.9889565625,0.126559892578125,0.6054394324452448,4.810792967743939,5.465269938316656,1.122062697005645,0.2232363546177258,0.1533424703883684,0.299636799163989
+5122,0.80952609375,0.1657776171875,0.8284250347572366,4.697205716901203,5.366774909417648,0.3622101597929458,-0.0281595771504587,0.6270432162271529,-0.7143538955254854
+5123,1.0183121875,0.0509358837890625,-1.2799571191456984,4.6855311595953255,4.736052076138032,0.8201983973073903,0.2703669304702287,0.4664753472769434,-0.845938797441974
+5124,0.715628046875,0.115494638671875,0.8996535387993241,5.312999598107942,5.3001441406365215,0.7219005454555857,0.0986525832651747,0.4516712219956592,-0.7286017164416739
+5125,0.83148328125,0.19593013671875,1.0105675873029902,0.8795308152422412,4.704374824512707,0.7523077671958568,4.304480664778833,0.1107014725246604,-0.8580871666241089
+5126,0.993251484375,0.084924951171875,1.2044907536030522,5.172298367147644,5.561023998672258,0.4710967019560529,-0.0039457273522095,-0.3240366564777474,-0.9466709181638064
+5127,1.0616371875,0.17051720703125,1.6229163424121693,4.660645448383253,5.18573041487374,0.6592993201967087,-0.4160046492406962,-0.4166662748809785,0.4879044656716376
+5128,1.0646340625,0.126086416015625,2.0037695761905403,5.117208174617705,5.628280761264864,0.3251648016302872,-0.6766896138932119,0.5846322228964915,-0.7796361716318164
+5129,1.30373484375,0.4859092578125,3.643165912063039,1.4212831467132705,4.843294806856169,5.303445179913129,-0.1210243822565636,0.6449854635372424,4.937864422150186
+5130,0.872066875,0.09428291015625,5.767940164152764,-1.354588041986048,4.7524411584097415,0.2926748817080474,-0.7977689205577836,5.480512601109016,0.0123364719547893
+5131,1.073863671875,0.124784189453125,1.024157167479828,4.500518055291562,5.053901971003394,0.5496833946327045,0.1345571985270114,0.1452816619462991,-0.2240805458632524
+5132,0.73612296875,0.08625056640625,4.832924565235242,-0.5887356898396288,5.106944071244604,0.3053250338304257,0.1313625020192371,5.736720864650126,1.9097204883991117
+5133,0.779733984375,0.164343984375,-0.1472347779344161,4.561032506811322,5.261846215532552,0.7571047539606939,-0.024074257571751,0.0295653239110856,-1.1464854355435676
+5134,1.127522109375,0.07553818359375,1.292100333983148,0.2795924848449621,3.3939022819184625,0.1933295013727747,2.284687439212212,-0.4050978107286771,0.4576558610165986
+5135,0.80423453125,0.0881744921875,4.720876278631583,1.4795458291613726,4.967185322536226,0.7141744162669843,-0.0088096201720804,5.182667085809573,1.4516901492523144
+5136,0.860500703125,0.110096142578125,-0.0826341755171969,4.908236873650403,5.804514487224486,0.9561843985373906,-0.0501264078344062,0.3667576896615303,1.0217637534150752
+5137,0.793951171875,0.08870498046875,0.9248843733794564,4.2902565456117525,5.264941868208646,0.4306384064500356,-0.0997244828186419,0.4473672795346221,0.1883355833842371
+5138,1.123321875,0.134219560546875,-0.1152952184596914,4.535959762159475,5.538419016297679,0.463500168915288,0.3389447295154637,0.0714897156789165,-1.2969662237215345
+5139,0.93190375,0.092364990234375,5.198605296419156,2.194633848422622,5.140126127169759,0.2966084078877381,-0.1559766810721411,5.133777625507088,0.8420169674707709
+5140,1.076816015625,0.1659546484375,0.7760065844043212,4.075482911777186,5.269540349002982,0.8882682086044982,1.986305102684391,-0.091161208980397,-0.5232554944495079
+5141,1.41543046875,0.589140625,2.1235354989686286,-0.6794927130183822,4.299363199014592,5.1799997753653,-0.335942210570687,0.2905584683330088,3.4350396677230903
+5142,1.1331521875,0.1694322265625,0.5558681308449658,4.291256434708899,5.391564140805452,0.8635248549166749,4.108483437531857,-0.8968498597583743,0.656928410586147
+5143,0.682958828125,0.086763662109375,4.183462913707662,0.5454328693208216,4.789970695377177,0.1773615305451301,0.1938987561600708,5.253259613604816,-1.0229702738711173
+5144,0.770458046875,0.124418720703125,1.0286442299948335,4.59351922587646,5.224301770785913,0.5327281159997657,-0.2125201711884429,-0.0814830003973984,1.1724701342852988
+5145,0.842903984375,0.104758251953125,3.9704311947075,1.1477979900250883,5.228282919228097,0.4037973149164305,0.4976606498739909,5.681763249666812,1.1821708625916711
+5146,0.964470703125,0.08646240234375,0.946968832352488,4.211469241277638,5.066318815939228,0.9499417257077448,-0.0949096914417304,0.2217794114073403,1.3930275045940084
+5147,0.92786578125,0.081556591796875,0.4821143968284234,3.881666485725056,4.592576192835874,0.8314741401149561,0.0966906757182546,-0.0104347891334298,1.1672637549464
+5148,1.156113359375,0.13936421875,0.4499984122346671,4.4672930158488535,5.808782871951553,0.3040271979758716,0.0355403051699854,0.0084079827813773,-0.6120224039126508
+5149,0.905098046875,0.13379109375,0.2610729539520873,0.3776878600941675,4.366582268359812,0.8077519348870856,3.8092935619048895,-0.5723364890143572,1.276302551224699
+5150,0.997893671875,0.11936228515625,5.2453130900395095,0.7064781499894462,4.828257020022618,1.2269616750768462,0.4801775061309604,5.113836122961488,0.6635002128574143
+5151,0.765745,0.084255234375,4.246823797357611,0.7924873222878235,4.754538985716314,0.2558478503779983,0.0076590771782907,5.898295904397412,0.8027503976481372
+5152,0.88934609375,0.138621298828125,-0.3863929932171286,6.847104637050724,5.445913700519325,1.0106623787531448,-0.1197461601910164,-0.2855043543210183,0.8945812575750519
+5153,1.255950390625,0.357799765625,1.0494688329597863,5.024967635507948,5.800805396889257,1.618100299579902,0.1459852023525242,0.4502956888996866,0.5271247998070494
+5154,0.792372421875,0.168358046875,-0.2490523419192143,4.999359833586939,5.745763708701437,0.5556720914269675,0.1314248496570768,-0.2963556098859213,0.3036735754768687
+5155,1.10107140625,0.136033056640625,0.803692474300703,4.586053175514524,5.23378913727815,1.1680583515569252,3.326472873217765,-0.3856732631770693,-1.4099508411846242
+5156,1.07285453125,0.11090087890625,0.8951842831881922,4.61392880148707,5.482896689868348,1.594118881018798,0.4447824229120699,-0.0979275822229452,1.222723868236813
+5157,0.992903984375,0.16841265625,0.1328881942929273,4.416008274681524,5.475642525363209,0.2903619841869471,0.0198225536947453,0.0623456405543285,0.6460983530368571
+5158,1.13922671875,0.1269667578125,0.97085807854072,4.976807034066945,4.841341314160277,0.5061277708264009,2.261986113755092,-0.016804160383421,1.0602787524287272
+5159,1.00041296875,0.147496767578125,0.4403200081167867,1.305586698396967,4.222529389037389,0.4603695111553242,4.256979608766689,0.6128189475843685,1.8059547738163264
+5160,0.800172421875,0.1118286328125,1.1016327584394592,6.11412904933484,5.117978133420136,1.223925784146766,0.3628160906860927,-0.588887508057425,1.1666228629806286
+5161,1.038528671875,0.15267623046875,1.6879714490146918,4.529932871341179,5.747627918440024,0.8622205437255503,0.0564298210567888,-0.641682669030414,1.6383473612329635
+5162,0.6290253515625,0.10633111328125,0.0781371607710085,4.951386693794126,4.211581805728168,0.3590516675568638,-0.2188688315813481,-0.1193026616598128,-0.886880098100427
+5163,1.234899765625,0.160639560546875,0.819416726924792,5.230770133981203,5.696999982835751,0.7203888383590639,0.1244957670384135,-0.0507633568336261,0.3986329335634105
+5164,1.16973625,0.3362764453125,4.460472565909774,1.6855758701331214,4.668657164259408,4.661734109836133,0.9663578561808148,0.8453486783203923,1.8194147921121049
+5165,0.99299984375,0.1681083984375,-0.5136600283688191,4.376959473836183,5.631157067904172,0.6155324150731375,-0.6308461425241293,0.7800827335724805,-1.369052970040757
+5166,0.81265375,0.098636630859375,-0.1527927930839722,4.19961093473547,5.017510311564373,0.5795718687393527,0.3021100400302923,0.9259149618811122,-0.2412830994777894
+5167,0.784086875,0.1629853515625,1.319493112447063,4.863286594230992,5.334535523949824,0.8711246002639671,0.0020793098002001,0.1810156920273692,0.139641423326204
+5168,1.082431015625,0.133770693359375,1.020522667746962,4.291372412001213,5.395230207022758,0.5867167772583926,-0.2174982115127263,-0.21908054891881,0.7198209605728473
+5169,1.7789428125,0.2544401953125,-1.014675635486514,6.467776077764861,6.192409047117343,1.0685428850490888,-0.2260049724462836,0.059218674982146,1.7077768075834625
+5170,1.208036875,0.1567173046875,2.8899971086444003,4.840737505917071,5.084193661479416,0.3433298170845267,0.1473606299954749,0.3230792078589285,1.3118111965616777
+5171,1.38074640625,0.19167013671875,-1.361153684580039,4.747395017267846,5.021946927769852,1.8492340669921596,1.260666019367327,0.275241672889982,-0.2042977417822984
+5172,0.694162734375,0.118951220703125,4.262838706014759,-1.169132370828473,4.79486690027287,1.2645262206460195,0.6293775610359833,5.04416823282414,2.377048234767714
+5173,0.792873515625,0.107383095703125,1.007400571732259,5.318178433122334,5.691497712546028,0.7220391381824374,0.1649758962201544,-0.4574200150938485,1.3243406345161994
+5174,0.878124140625,0.12102876953125,-1.6587761129431218,6.755700833851803,5.075394619504992,1.890597998545744,0.4184205124870757,0.4900774638967021,0.9625120375985756
+5175,1.123153515625,0.101182861328125,4.322233457234499,2.036880015976404,5.194870389382056,1.9590756948512933,0.684801317375292,4.929252621636839,3.3733319175338257
+5176,0.992043984375,0.098293974609375,1.5987836636290589,5.376285733596251,5.004707682977995,0.5455505233379583,0.1190134071905944,-0.1049786076550926,0.5713143420147128
+5177,0.98227296875,0.44757265625,3.10587065437908,0.9034825716672116,4.9350520326669525,4.9469324569812505,1.2463818276416792,-1.0401418029610177,3.423319807618346
+5178,0.7619628125,0.11798806640625,-1.1108171945759635,5.100249554284342,4.940539571347132,2.072557808770527,0.2183003786302083,-0.0770960297863851,0.1401845168081228
+5179,0.905213203125,0.0895319140625,0.2639405433129916,5.2156942920073055,5.129989744305725,0.5614800870565695,-0.239835397212024,-0.2684276342818167,1.1392272910197407
+5180,0.891106328125,0.11042080078125,-0.6360141330789875,4.593043908941201,5.271785389752654,-0.0104630734028994,-0.093693740794955,-0.2846277755564563,-0.2160330796326836
+5181,1.151296484375,0.5726198828125,1.95597593612768,1.352983161024204,4.24496056796116,5.22186591057668,-0.3260747306849726,0.4072287163995937,3.130993922937928
+5182,1.40483796875,0.377211796875,2.910512256577349,2.4941197834169766,4.818988541612839,5.014134003738632,2.54072899244679,0.2116390176807046,3.351081111768349
+5183,0.91411453125,0.1432390625,1.1143191934634222,4.221589855005438,5.120515250522061,0.5244384294815136,0.0875638638082368,-0.1721809064971768,0.3689491417911649
+5184,1.284802578125,0.3348127734375,3.3445143688323427,1.8867310567955493,5.004112481895351,5.491780231492182,2.2124647428029736,0.6055484025901497,3.9370453824066223
+5185,0.79290734375,0.1170855078125,4.7765380704879705,-0.96066135477402,4.845741070054194,0.2186258455652269,0.2962094349696138,5.88700274302437,2.3454770384241246
+5186,0.77374421875,0.1219253125,3.1603057764178377,1.323379133410548,4.918988860285709,1.745596095247104,-0.1263697353812321,6.2315527106834026,0.4404193677947611
+5187,1.0949925,0.091149189453125,0.5185227677048998,4.241655982743094,5.223088299526683,0.2583044769415165,0.2744625186459929,-0.190113029177476,-0.008581037665922
+5188,0.874403125,0.1890494921875,0.9595241228523084,-0.5546677231853128,4.526073000597457,0.6311642113178666,3.6611658369041145,-0.8582786889313989,0.3420281222886959
+5189,1.001443046875,0.13473205078125,0.9553715615018836,3.969493573886551,5.37932735316848,0.5483713505718217,0.0758919665662341,-0.2383795510719532,0.4760377768775584
+5190,0.878189375,0.099139521484375,5.863091733548601,0.9791677009090076,5.084484349059881,0.6866435332730186,-0.678939808159253,5.15684012805783,0.9798015864207654
+5191,0.5303309765625,0.14474171875,5.077230476118084,0.2284941609729804,4.92679949271771,1.4217806579931949,0.5937169836654982,5.837193718799236,2.079745057075904
+5192,0.9585809375,0.137571123046875,0.2660075720061499,4.342315835131523,5.433192050340841,0.5847712792832995,0.4807765503010893,0.7196034647330122,-0.524942588681999
+5193,0.829115078125,0.09227857421875,3.765105300752497,1.8564872559073715,4.961730895679866,0.7264642503304165,0.363580724449523,5.795548833707154,-1.2351626378882543
+5194,0.753200390625,0.10730267578125,4.028525433495181,0.8046761770490016,4.9623209173586025,0.7944479495298781,0.7426681667765467,5.78392465303182,0.4975778942353378
+5195,0.91336734375,0.092497607421875,1.0685567499902255,5.027761685208612,5.08956653201357,0.8251249818177495,0.2929342811648991,-0.6153040709510127,0.1383003292732525
+5196,0.846411171875,0.163517646484375,-0.8340502237025738,4.566631698243048,5.187791947094635,0.6451643667102527,3.0054397590265984,-0.0339974729043059,1.0213097968155442
+5197,0.788884453125,0.16183916015625,0.3657532085195298,0.2753626787951958,4.835286388886799,0.4331119298490542,3.111210928600883,0.5457270487059581,0.82064210536747
+5198,0.5997657421875,0.147025693359375,-0.437813714133743,4.628524557905181,5.076765626930203,1.6971961255626182,0.4584342740234501,-0.25342444470479,0.1511824795663618
+5199,1.038832421875,0.133420224609375,-0.4459672881717212,4.598142781035151,5.895457312677114,0.8052600734505485,0.1430715918835295,0.8273965148272964,-0.6432533679492994
+5200,0.849977109375,0.140529013671875,0.591434757427123,4.4531096010773865,5.490194663676706,1.4641199232231394,0.268451818386572,0.423578911779311,-0.7687039410598435
+5201,0.861848046875,0.1358782421875,0.5886432869788066,4.187395140761025,4.968743791266856,0.8162649035561967,3.382617782326073,-0.4017077944596957,-0.4689879043403462
+5202,0.80407109375,0.088889208984375,-2.948610359050805,8.348326153271419,5.450082598301831,0.9482481867116572,0.154527684827149,0.3862015721178437,3.667581191359302
+5203,1.5064328125,0.15463916015625,-0.5186777009617934,4.975125199861756,5.332307887902897,0.6871241131011667,0.1372148850642449,0.255917256282363,0.5016956641050813
+5204,1.02347828125,0.150172021484375,0.3963105325548482,4.517730067623115,5.546797208010294,0.7145094448296141,0.397166051796212,0.0023205739077659,0.1027435108389571
+5205,0.91458109375,0.15532328125,-0.4981752290003165,1.0600913377830654,4.559965586278685,0.6518382659642328,3.995263071936885,-1.4739452233150774,1.0100165714716702
+5206,0.786365859375,0.0911569921875,4.672156541644223,-1.391714725133688,4.927495451821243,-0.2154135759495649,0.0581090938489952,5.958827919815245,1.956652878905696
+5207,0.666847109375,0.110828271484375,-0.8127547951970722,4.908546545754206,5.596057501425689,0.5822943226607865,-0.3856669098763141,0.0195187829894736,-1.203852455842054
+5208,0.5728673046875,0.2633680078125,3.999749992385522,-0.198031652451789,4.821903926671568,3.1839221332281045,-0.604223765970456,0.1484219587120776,4.292099071292587
+5209,1.18005328125,0.14494994140625,0.7425022751637662,4.306535193445499,5.569554737682945,0.6072188099411057,-0.4415862688247254,0.2976880793909333,0.9134209003089162
+5210,0.656886328125,0.1809121484375,0.0879954525857349,0.1511452116453615,4.824580395754047,0.244477319335823,3.721469919502227,-0.2227869347457444,-0.9380357913925432
+5211,1.1877090625,0.120490478515625,1.18522791040525,4.060640480026988,5.624988134815678,0.2979166119500073,0.098675162725135,-0.0013766051987516,-0.4273475424324062
+5212,0.993627265625,0.133156181640625,1.4747164994102735,4.740371569460316,5.660271605846293,0.1861753184346631,-0.2916135331820569,0.8341387087532758,-0.5443456603807976
+5213,0.818056484375,0.152817861328125,1.6324303916923038,4.185129207076985,5.60335096164123,0.6514833545517418,0.1325501989675896,-0.0094267113461072,1.1638470790437707
+5214,1.088651015625,0.169600859375,1.2196291176900336,4.747072365635815,5.425201308191216,0.55708945453776,0.148098798559239,1.8345147425473023,0.7255914460473416
+5215,0.9629709375,0.14713912109375,0.0458777811904242,4.464198743285739,5.938803032073968,0.8804975136316019,0.175415113654651,0.1189915356368046,0.7465825025870052
+5216,0.785974296875,0.1024934765625,1.2951555073413477,5.292795015823647,5.444646296550857,0.3632315733227815,0.1535449642273488,-0.4829718047477395,1.2031102598043784
+5217,0.634441015625,0.1035082421875,1.0188408609959243,4.1348710502595205,5.056139158900586,-0.3851806772876411,-0.0942189859981866,-0.1762930203330553,-0.5151386410843362
+5218,0.86582859375,0.1189362109375,4.470676546304084,1.7850661698436894,4.751576048358084,1.6990973469711652,0.3665312965447455,5.527705838825544,0.9552185582867064
+5219,0.904610546875,0.073275810546875,5.0332611686516096,2.0262626031858804,4.950353835562758,0.2999090707600585,0.3667378361306732,5.879161468282485,1.4399731788500831
+5220,1.011658125,0.153724013671875,-0.0130553651813242,0.6669786872839185,4.81423479278851,0.7329435264777444,3.0332946120192195,1.2225837556072074,0.0473225013095758
+5221,1.222596953125,0.2686244140625,4.832347108979341,2.1249667309429543,5.4689187913578925,4.816287185911063,0.1366803068277402,-0.7231773313898505,5.228667733887096
+5222,1.225456875,0.6410480078125,3.649006891751631,-0.3230863295310204,5.054515498550968,5.203015381313104,-0.4032495718236037,0.4690368716976913,3.6948832975664607
+5223,0.83971421875,0.1344433984375,5.866960955929432,2.189697799420187,5.143792015053421,0.3208003337488345,0.3695450993800268,5.6588795015641145,1.5765842969264494
+5224,0.75544046875,0.1432852734375,-0.3423160405628637,0.5013123954600298,4.738298387000593,0.281014106585692,2.7370700018637724,-0.2441854397366735,0.6045851822937058
+5225,0.97022171875,0.120858935546875,0.3293968570768217,4.687158955077917,5.4943290468341,0.3960521300558379,-0.301842681521382,0.5014572376589697,-0.6682372166144566
+5226,0.639720859375,0.120125615234375,5.83054560320178,0.8239296618362268,4.791678137945997,-0.1548577661048173,0.3855134230402831,5.751517231827971,-0.8283246771432773
+5227,0.67227875,0.08987337890625,0.1370895859015208,4.776778308719401,4.870361749773708,1.301079831304505,-0.2133141168809604,0.0199539761507845,1.3155999204578588
+5228,1.041786015625,0.768493828125,1.5375181368373496,2.1534246774419,4.448191175886839,5.318424441936171,0.7628339212444638,0.4477888564868091,4.015783102040585
+5229,0.871421875,0.096274638671875,3.9521267802179088,1.340578638520583,4.855473095335661,0.4724446417348796,0.338254652813098,5.737340410409304,0.0458794249684367
+5230,1.193342578125,0.136622958984375,0.0274508989964432,4.576188278932905,5.532536277889448,0.4466009156873621,-0.0600884039682632,0.168882920755075,0.4564328168077615
+5231,1.4567778125,0.2832421875,4.197610715150314,-1.7416444485526323,5.410019934718745,3.531485214089873,-0.0699348901094782,0.1181443385545802,4.844189367005903
+5232,0.968211796875,0.1322884375,0.1382238638358637,4.902895811137055,5.454934635791892,0.4963075915268788,-0.4668583545215027,0.3446450520068572,-0.4231167945290032
+5233,0.815866953125,0.25711126953125,4.142146354401719,-2.097659575108824,5.4361085476275175,2.869914200098832,0.333552681221299,-0.2196578565979406,4.501590022318681
+5234,0.79438140625,0.081671806640625,4.207754610344067,1.86190568872762,4.640934129539775,0.7844232093696392,0.8830668017707255,5.823303552015245,-1.7136885601816156
+5235,0.860230546875,0.1322008203125,1.5058464820784612,5.28222356653088,5.630038176548511,0.1565212970059898,0.1614617493240557,0.2514920618699116,-0.1094355500356083
+5236,1.1142725,0.4368008203125,5.2734748030859935,0.9553433473977748,4.931710135741286,5.450726775529074,0.6077258289073615,0.5485206934882452,4.475082056879539
+5237,0.86598484375,0.080753056640625,-0.0733271560696021,4.80851886278786,5.343246056293689,0.3914965506324333,-0.2557653399291842,-0.2101818581698306,0.0410517683087496
+5238,0.92825765625,0.153348955078125,-0.7131042166484942,4.210346879373409,5.254584114834811,0.461326781983696,-0.0294110905937245,0.6122570534431193,0.940582224171838
+5239,0.826498828125,0.177192109375,1.3476756159411818,3.986195763799739,5.261817070718604,0.7789907165385747,0.0675390233432227,-0.1210003841271527,-1.4745344923228312
+5240,0.92271234375,0.09095115234375,4.527952235050718,1.142499654176258,5.114323214655706,0.4254428334573307,-0.6835019662112329,5.983041684024401,0.268654894428912
+5241,0.792722890625,0.106265703125,4.266084208706211,0.1792201700418699,4.852194034716204,0.670563325142987,-0.9559666207157154,5.58951154297545,1.5202474601162308
+5242,1.216549375,0.101940185546875,0.6119062274720516,4.599469704730056,5.662826273699575,1.247187178668797,-0.1671799048824011,-0.6341479322352758,2.099382019911914
+5243,0.91720796875,0.128615830078125,3.739073697359289,-0.3340384869041222,5.2158814985921,0.2935249394521991,0.0379482275536692,5.445929972586496,0.6902716096850174
+5244,0.771543359375,0.122798466796875,0.9744395472513904,4.449204540552774,5.4792908709469925,0.1182667546945671,0.0672735415829239,-0.2697389864605682,0.0922394555412534
+5245,0.7753890625,0.125609326171875,5.107851249364767,-0.4787350599766379,5.080447940460545,0.4887457726276152,0.0933761456180518,5.979025599362439,2.320364220428715
+5246,0.92939453125,0.13435458984375,3.710924472503621,1.1808031352992354,5.370021834779288,0.2477078886001354,-0.0952139468067946,5.718012563891088,0.3082451878775671
+5247,0.928813671875,0.0780448046875,6.044212484689895,2.1850810238941127,4.739287290129621,0.5667248093655355,-0.1445028595440585,3.778987785799916,0.5983594712311603
+5248,0.808335703125,0.2040873046875,0.0379359932219738,0.7764575238651239,4.321191274837438,0.8177003270898738,2.5332905312473404,-0.3882498587668865,-0.4106468428400511
+5249,0.994633125,0.360438828125,4.21551939935672,2.237534962891633,4.630240247431148,1.635864519898013,4.20613387222236,-0.861341234673149,1.4641928861714255
+5250,0.775072109375,0.099313544921875,4.7685804003858445,1.8661529846958127,5.024407578891645,0.4660825631451645,-0.2246600500379689,5.801690057839343,-1.784275284172298
+5251,0.825448515625,0.094521748046875,5.123278361555792,0.9050652138647266,4.845439889345486,0.8756945589940879,0.0905193006585834,5.466782425863878,-0.7405590465158525
+5252,1.038818046875,0.105403359375,0.0852094219865134,4.890447193076104,5.659120284519437,0.9165023727225932,-0.1818771338335365,0.278147049995348,-1.0923326787326024
+5253,0.965111328125,0.3085593359375,4.670228406475924,1.0986785879590348,5.015574595549802,5.03177622688209,3.101895683094586,0.658109353211056,3.168394428114557
+5254,0.67079453125,0.116042529296875,5.4104975408826,2.6741124606228777,5.192245879262023,0.4576846058982277,0.0457081940473459,5.794356121213194,1.5446055215110706
+5255,0.895381015625,0.12257162109375,1.448755947921746,4.378412701623511,5.238954599585236,0.4825297454707857,-0.1118019275212392,-0.1756958558653797,0.1410254141813779
+5256,0.888445234375,0.11595431640625,0.7927916722542,4.896550111636055,5.207670527437548,-0.0724136696197219,-0.4086701901733275,-0.2600277613996706,-0.3530950670051037
+5257,0.754859375,0.11712091796875,0.1315633905611337,4.859888103823751,5.43878052687892,1.966131604512952,0.4368135388491698,1.061840876765392,-0.0435056871213042
+5258,1.0403809375,0.10664376953125,1.2677499834777108,4.706080863759867,5.7071460963977065,0.0205905006886007,0.2293416106101365,-0.3106268674795508,-0.805998709890714
+5259,1.61103328125,0.132167216796875,1.0135530814848408,4.604436632010142,4.894138385669509,0.9861249147929616,0.1679693864891745,0.1106335090489394,-0.8615846459681914
+5260,1.31813203125,0.17042599609375,1.4522961405106454,4.704533192580901,5.947428358063635,1.1840002288245186,0.1578665554209966,0.0204685931498217,-0.7996499921581259
+5261,0.61930109375,0.09023943359375,5.149159183522484,0.6368054163382506,4.521245615721692,0.0608651259776696,-0.1343469877994482,5.266687589762159,0.4827757667179709
+5262,1.008711328125,0.0535655224609375,0.7013546825941699,3.7956446071735503,4.847709654461366,0.6209822833562266,-0.1591245907460821,0.3701550719644428,-0.2641046405624151
+5263,0.90425234375,0.13026130859375,1.3163037168755485,4.749862396084187,5.354451835670992,0.4838075479010446,-0.1231710569905921,0.5194146922397214,1.3781987391775865
+5264,1.41898359375,0.3933593359375,4.212053833188064,-0.0416609798230512,5.120749343019234,5.443125745671581,2.038230231354213,-0.877809414501776,4.158164060687537
+5265,0.813534453125,0.149631328125,1.398536606142819,4.14295134970616,5.269233170624376,0.5768318489733922,-0.0343928295001046,0.2177187743691378,-0.2140659514043284
+5266,1.012161875,0.083459501953125,0.6642499654730993,4.65783407923329,5.068960756896439,0.7277657620207356,-0.5115126778686645,0.5375913572340754,-0.2409919626518282
+5267,0.5906233984375,0.19030009765625,4.764655079844645,-0.0154034597910482,4.39835285858981,4.031109859052869,1.160572630929077,0.0764744869558062,4.154471393483385
+5268,0.69138546875,0.07092341796875,0.1294450215270778,4.205937007376087,5.041531791061903,0.1756059410669731,-0.2858501884305891,0.0138804603023188,0.3042836384729933
+5269,0.765133984375,0.164246171875,0.1147813492754303,4.981224824538362,5.719999704742149,0.8285308884507335,0.0203466160494368,-0.0464590589292279,1.0595740988151394
+5270,1.0973940625,0.1063269140625,-0.3416290995347021,4.5054394711035375,4.685887982315113,0.9988197532910608,-0.1557136197458264,-0.1103296438244002,-0.544446410255927
+5271,1.004421484375,0.13186716796875,0.4780041588859107,0.8680697591030824,4.748105908546593,0.2612317754805159,2.6498235543830844,0.2484124782351432,0.0888285418407349
+5272,0.927909296875,0.153856630859375,-0.3152808013510834,4.7149447370344255,5.514284331301151,0.7784102204529677,-0.1356350099460271,0.8028135394630892,-0.3409726873895213
+5273,0.750955234375,0.145846494140625,1.3566145142396524,4.2597722167114,5.539419487076512,0.233558117211006,0.1378628721361609,1.2471747868783083,-0.4279323222550713
+5274,0.878738984375,0.160960625,0.5823535574941137,4.08194489002718,5.052090062940568,1.2385612227937342,0.023058311974343,0.2992021767583713,-0.0913415720749438
+5275,1.0666715625,0.130732978515625,0.3077808367638459,4.766278896557835,5.655018393848599,0.5014376859764881,-0.1703810766905179,0.2653417670361285,-1.0698823030888174
+5276,0.894195625,0.063429365234375,1.3037543600918495,5.074431252303789,4.770973583308465,0.5446501120431948,-0.3168858058430998,-0.0010803351502125,-1.275072365504108
+5277,0.71499546875,0.1455710546875,-0.6113112707373871,4.315780796832802,4.95531234640783,0.3897529615037823,0.2254063369166545,0.8023241081938507,-0.1697614158916633
+5278,0.80201328125,0.1270063671875,1.0989308808751048,5.306805832870913,5.331871630960297,0.9280598596804372,-0.4476998913674245,0.2845974105380589,-0.8845293204082039
+5279,0.85676765625,0.1833125390625,1.37618102220366,4.45797046227175,5.409463171165131,0.971881261824285,4.1482559344919885,-1.4588073746684485,0.0883295241636373
+5280,1.058012734375,0.107116044921875,-1.7747153171179588,5.606965275919977,5.333081300176698,0.138839901157118,-0.1986583015244397,0.242251749475847,0.5093097191748123
+5281,0.970124453125,0.125245068359375,-0.70638196528428,5.155859048636634,5.459770597032255,1.1846878564578092,0.1027968965432843,0.2260963243337492,0.7786252989970405
+5282,0.65120140625,0.16874390625,-0.2705231988641359,0.3585026416001609,4.560015395282488,0.3023096250037572,5.753877307860385,-0.872594054873476,0.9606468551331964
+5283,0.7769040625,0.135079501953125,0.0128846488726102,-0.6412398627340187,3.159663914596352,0.5974814473918041,6.213288456531663,1.272218015204795,0.164028245073533
+5284,1.78711375,0.19117744140625,6.267472999471944,-1.826325861028066,5.613811765246907,-0.0782478929880114,-0.0884719275306396,5.999234444965825,2.431738698824
+5285,0.905234453125,0.144773515625,1.0616292022842384,5.085939027389243,5.635721634081872,0.6955523735741606,-0.2942234399312035,0.0047396162631599,-0.51665946562087
+5286,0.851886328125,0.147331748046875,0.7513836717762635,4.2741087046505735,5.3125601378983,1.195122413928177,1.5745856946172292,-0.323979007442225,1.437085770297538
+5287,1.03065078125,0.24794462890625,5.44226362237592,-2.0748435327051955,4.749377779049107,0.1959704836224682,-0.315360229600247,-0.2109320487576821,4.737198638195955
+5288,0.821535859375,0.09884787109375,5.672466343499226,1.5392727162091888,5.185705072482218,0.1075638059036525,-0.2700145612000287,5.045877628168371,1.0728998720075844
+5289,0.9000765625,0.143733544921875,-0.0304638703129471,4.638615299896727,5.3670422317701965,0.5769446626489206,-0.2134510825634645,0.3111140730644489,0.2254776833842374
+5290,0.973957109375,0.084380654296875,4.827520266713794,-0.0191642069593229,4.571296178852172,0.2395527279621072,0.2484084716285791,5.7691672986639935,-1.453912752349219
+5291,1.196215703125,0.633536875,3.487609766156616,2.577472569690668,4.98518079364257,5.578438637841236,0.2541039258409506,-0.1102326201874469,4.199684265203447
+5292,0.75315390625,0.132023798828125,0.9056219340091424,5.112620594293436,5.599063703622187,0.6032889281607988,-0.3371188798306396,0.2802570846355664,1.2151733356298533
+5293,0.838589296875,0.087277939453125,4.967299852087091,-0.1128671659871466,4.884007446671163,0.5823929538176731,-0.2523916656590955,5.841656765049117,-0.2653040265642762
+5294,0.798674296875,0.115169384765625,0.1133805876828966,6.039249069552315,5.490017422233632,0.8087086745006727,-0.4349352267113385,0.011528774193781,1.5789787805343596
+5295,0.778204609375,0.07123966796875,4.588231739674642,2.2258305208902347,4.338521828761041,1.6726445063053414,-0.001765958208732,5.101895330086463,-0.5225839364536262
+5296,1.39607609375,0.4513730078125,3.4543791117305345,1.7633554955160449,4.743327915995597,4.944022001022604,-0.0580394642641364,0.498008472420879,2.8567642430297164
+5297,0.88580453125,0.140679638671875,0.5105915220160125,4.68787145358343,5.264652324158292,0.2960171560506505,-0.3957873152165219,0.6387440875681366,0.2352948464617049
+5298,0.69878671875,0.151058359375,0.0673853472312929,4.161786920205023,4.764286628204948,1.5178242395618444,0.5744076295413101,0.1046944429402392,-0.6695186202370901
+5299,1.01766671875,0.12807333984375,1.6302492217289084,5.04958630852152,5.646730973161524,0.1877294309600063,0.0794798325367417,-0.2721313945433273,-0.1907721231579256
+5300,1.11246515625,0.139407421875,2.000333779114838,4.002387093298688,4.942559475756223,0.4194425856629705,0.0949254149681266,0.4577116792036037,-1.0512707302147768
+5301,0.480945,0.133656669921875,1.067940181807265,5.23709002436141,5.711499522876986,1.010456114969044,-0.1067397819940632,-0.2887952594541471,0.8448004269522246
+5302,0.98400890625,0.112043466796875,0.0262031792035469,4.199960992710856,5.002708654807644,0.2626550294005197,2.279533949673967,-0.0852805966092437,0.2401855413556385
+5303,0.89331625,0.1687733203125,0.1981616202989997,4.7495513505847775,5.579818292068527,1.0937118997795643,-0.4391433302963378,0.6676013240846095,0.990634350297846
+5304,1.147993828125,0.136926005859375,1.657255151141234,4.3662861194256015,5.044615356698649,0.9519427705009768,-0.3591410643713674,-0.4065846798743466,0.9423397362547632
+5305,0.690721875,0.3756905859375,4.506135721356051,0.2062680606105497,5.19998455161679,5.452580497665607,0.6186542788323042,0.0701137313039766,4.394210238652256
+5306,1.712455,0.447991875,3.5907971590151004,-1.1400054169678226,4.449156824096881,4.605801553725191,1.7618613404926156,-0.8420350834962588,2.45453021067622
+5307,1.18447203125,0.482819140625,3.0332594772551897,1.851582558076732,4.682558664298406,5.352938898425439,0.4565838410332541,-0.0215859522701842,3.360952315117881
+5308,0.720466328125,0.126498076171875,-0.3266139637682154,5.484685095781565,5.542351910805157,0.984307246942389,-0.1269524947548783,0.3748208278819754,-0.8254420130313678
+5309,0.9560046875,0.12521986328125,0.0538740770326444,4.97715730684197,5.836313277967339,1.032723706096765,-0.1559046182650148,0.0107777917494595,0.4423918542842251
+5310,0.845180625,0.161957978515625,-1.2788425414114732,4.594746203382389,5.117502850326426,0.5097591518289334,0.4464953939846823,0.7637243297543526,-0.2240069046032947
+5311,1.741229375,0.557361953125,3.9358060963381982,1.0616872623683336,4.907593054476105,5.261048461968739,0.5786106083075424,-0.1581120545670605,3.9437902003725496
+5312,0.9689040625,0.18380041015625,0.2977654597811404,4.643335632864756,5.574704204979405,0.7594545435003373,-0.111410330294658,0.768843884418652,-0.7296273653870596
+5313,0.979241875,0.103621064453125,2.5385219308707234,4.807779875175992,5.578374381251501,0.4442003825334011,-0.1365059919601604,-0.3247580457866741,-0.826762464871992
+5314,2.6461259375,0.1669676171875,3.62263023003164,1.7254126301081536,4.198030837854445,2.9649056752026435,0.6745452565790148,4.860528115292568,0.7780437134102604
+5315,0.98956265625,0.412586640625,2.0206136650315534,-0.6564890467638808,4.685855761078473,5.2463335358486285,0.3376603363057005,0.2789998904427702,3.0249246096326985
+5316,1.089170078125,0.133692080078125,1.6525715516771775,4.826631588903688,5.449912967779008,0.3095497387911027,0.4381190412628031,-0.596254846118773,-0.9302266241278294
+5317,0.857564921875,0.17993517578125,1.6851016808352184,4.43513090451405,5.528575016820393,0.2724349560012817,-0.4614876415225866,0.3035298283510059,-1.211842729108922
+5318,0.8425259375,0.090559892578125,-0.3491138568441955,5.542372325011289,5.161511367257759,0.0165820400186764,-0.1176628254491455,0.7090071210840709,0.5382773465288144
+5319,0.84581921875,0.092233564453125,0.7448404221882139,4.773989135380391,5.258969738162051,0.4423737816098306,0.402651078895357,0.2171205361928036,-0.3595244589109875
+5320,0.775228984375,0.06885306640625,5.151456305166964,-0.9956540619238234,4.967906030629401,0.6463525643688741,-0.0303717461915683,5.553770421717978,1.811108858004324
+5321,0.8066684375,0.149657138671875,-0.8116547680153884,0.6570390342401431,4.8805532839689,0.6896230834506637,3.056411835068206,1.102440029659248,-0.2424009825787226
+5322,0.852920234375,0.0805142138671875,3.6486105209544095,1.181979467162305,4.771933206396265,0.0744169249113446,0.1755900047358463,5.52238239542847,1.6864434476608718
+5323,0.658087265625,0.094196494140625,-0.8374737392528346,5.419006447136652,4.73055525628885,1.3394564913393636,0.1436465096787801,-0.0429655603261955,1.194988487934901
+5324,0.90851890625,0.084782724609375,3.837275272130781,1.6436754308956547,4.896693047380955,0.8762342586756284,0.1250870243045292,5.783387519733335,0.3512384279400193
+5325,1.3810796875,0.537062265625,2.880112891516749,0.3753915793182139,4.431993979367145,5.113151222116934,0.4548724970278942,-0.9107630745791664,3.652718028399129
+5326,1.053210234375,0.151156181640625,-0.1093916875088994,4.851341672197695,5.56113644896919,0.6064279806919101,-0.4098116524844635,-0.0241861199330975,0.6622106736502927
+5327,0.77532609375,0.105479580078125,0.1959531036000964,5.191171155513028,5.490680262601781,0.6363011221386936,-0.0089958387859098,0.5501923728522162,-0.4752222917030181
+5328,0.6876815625,0.10048013671875,4.182809261169711,1.2939966335939226,4.834361230518322,-0.3091344212527211,-0.1943380570054787,5.407348049297403,-1.561987493200327
+5329,0.92824546875,0.0740259375,5.127044660060844,1.189037035602458,4.990250718862888,-0.3448411541807955,-0.4943832772867417,5.774166658113732,1.5982309985869003
+5330,0.771360078125,0.094203095703125,4.815846375207952,0.446336930549266,4.758027503985201,0.3557563043995466,-0.3069804915776823,5.803480522898248,0.87913766490849
+5331,1.16173828125,0.14326546875,0.4988747151106939,4.2399005680293245,5.523258343720548,0.9795139416181758,0.3389780044231276,-0.0883276618952139,0.0938654105332278
+5332,1.32380140625,0.68546265625,1.3002306092000324,2.25093039738678,4.8709047428822565,5.00785359439033,-0.2065774231482581,0.6804427425321558,3.72836087211565
+5333,0.5851174609375,0.145803291015625,0.4305224931580748,1.4111309003734902,4.449255967834668,0.1452143556020904,3.4523414329930726,-0.1702527336557638,0.4466951371687739
+5334,0.828259921875,0.113903173828125,0.748853432662266,4.944256125525183,5.187554306945296,0.9341944535375516,-0.0376363111058501,-0.119298033227183,-0.9323267544251252
+5335,0.83785125,0.151855302734375,1.3516799633844645,4.7472341250375765,5.421013432002575,0.994832083589257,0.3036810804847073,-0.2894607568279014,-0.3534691643256202
+5336,1.33242015625,0.09109818359375,-0.4925295745810907,4.699118865803169,5.879470298867432,0.3445601851701262,-0.0552985852839283,0.0033817051551918,1.3016556223581417
+5337,1.222785234375,0.150903544921875,1.322798036865745,4.548862607458077,5.0874024351087215,0.6375276899835522,-0.1344520120843416,0.3922244004996078,-0.4453683342538005
+5338,1.1600303125,0.1146508984375,0.1163657104239191,4.0007324142630365,4.995902559894321,0.4994224956012772,-0.2605167488910927,0.1909256454404901,-0.1492468486408898
+5339,0.763855078125,0.139778291015625,5.503946080043561,1.0031513369494611,4.957622466818787,0.2012894057270496,-0.1287616920357025,5.6633400915436845,-2.1191691697337345
+5340,1.381436875,0.16689380859375,0.3904273110378808,4.195664453217895,5.493017737245763,1.2223288128050709,0.3227591110805631,0.681158920480406,-0.5979182456609761
+5341,0.681171328125,0.1389867578125,4.313182120222326,5.291630993988907,5.131033005326137,1.2757758066750815,0.3124055580426172,-1.0609943846700025,0.713711805819851
+5342,0.744678046875,0.12338115234375,3.577843311664798,0.4275709833080033,5.225506380888232,0.4249827215183596,0.1231618995985295,5.280057138147413,-2.025145550565957
+5343,0.983906796875,0.126303642578125,1.6210838626219897,4.480975377574283,5.579024074238506,0.1082279043008077,0.2875548171423098,-0.0951626295805093,-1.2617140238220843
+5344,0.863086640625,0.102730517578125,1.7502345003427349,5.730689340391567,5.27777539674744,0.2256023202976909,-0.4431449989374548,-0.5313637338881363,-1.1623348615171756
+5345,0.865806875,0.103254404296875,0.3808340246342583,4.233646508768314,5.429769671290089,0.4205729877269662,0.2371201129078477,0.2437694824028881,-1.2212668186306703
+5346,1.7617628125,0.2303783984375,-1.2609764841951012,6.210659356842981,6.092436775526314,1.4043093894650402,-0.5087884582306879,0.7381195958548731,2.0584991890832223
+5347,0.852768203125,0.0905334765625,3.78960666770718,0.1924840428456393,5.080530641899416,0.2025462156929623,-0.3216716936141046,5.772362895980838,-0.6356158358510647
+5348,1.263904375,0.4652196484375,5.108988710690203,-1.9693531583082076,5.141797882423491,5.245823767930384,0.5518280823288999,-0.8116137378268199,3.6597169558619553
+5349,0.970742890625,0.133966923828125,-0.1846177246055151,4.352465013739665,5.113574614086885,0.6764392682592076,0.0458543539118055,0.6767251428385084,-0.8259664243711329
+5350,0.29528712890625,0.14040779296875,-0.1203410753129975,4.351043632657426,5.261065952639098,1.6662557950946546,-0.3367113266033799,0.1227802058174418,0.9447610486223632
+5351,0.8116828125,0.14374974609375,1.2033187981978095,5.466324070081399,5.561025039541841,0.7458990025417591,0.2666318997099737,-0.0876460876235458,-0.49624204293297
+5352,3.1319653125,0.4709865625,-5.772590523325476,9.374428330225555,-5.097903354304643,2.391261151171693,-1.162505783388651,3.4183264402521183,4.034943126815112
+5353,0.855775078125,0.0785518896484375,4.319319496092947,-0.7737547443286705,4.388176188590101,1.1029964363853242,0.0255198471267578,4.298249271409405,1.6650422618976064
+5354,0.780694921875,0.0741189501953125,0.5903883172231748,4.69436789533207,5.175670954844917,0.2612197896070409,-0.394899386088322,0.0012311320079731,-1.1545040631034356
+5355,0.9714421875,0.123087705078125,2.0821333526601293,4.628033307597321,5.342901393676895,0.7364209211379746,0.3009566809644963,-0.4087040230834332,-0.9180078593509146
+5356,1.027833046875,0.0607409228515625,0.5627212521330961,3.3905651150820413,4.5985021824725125,1.0242274560692142,0.0817587734302529,0.2437170111834921,0.7349478192434784
+5357,0.8664490625,0.129933642578125,1.27470823491492,4.775391307332621,5.264075028371957,0.858580703646525,0.1467696863971231,0.1275427852280977,0.2787558852786253
+5358,0.686519375,0.133060771484375,0.1590815253057584,-1.060934423918185,4.994627895507652,-0.0614533322033815,5.355183331791519,2.107151532562018,-1.1173311576321157
+5359,0.956617421875,0.1669754296875,2.3016256641073487,5.061313614259727,5.658261861138778,1.2677450183667451,4.000467911684779,-0.2474210375028031,1.1062436857069895
+5360,0.87752671875,0.09494421875,1.0201544714531616,4.9178638515443165,5.358081649472978,0.5382937671470347,-0.1945165573387951,0.246424335383276,-0.5520119181935024
+5361,0.764947109375,0.11483873046875,-0.0859002267726792,4.753642746796653,5.171500808148799,0.7289244920387756,0.3073941035531107,0.0794002027490606,-0.1409126974703798
+5362,0.5133473046875,0.165658203125,1.728683371622778,5.028719722038366,5.781161052841101,0.7300985588334549,-0.3293056254705355,0.7038909455354854,-0.5913288373086731
+5363,0.7187065625,0.14639259765625,1.759728251433582,5.130115967379004,5.918485990916563,0.7629583034036713,-0.2702197082048179,1.2378176385403388,0.1893337735920174
+5364,0.926404609375,0.097815693359375,1.9655102899268635,4.761591193357646,5.174730777193724,0.600522976587929,-0.1773815536417912,0.5619737422164987,1.3540812774342608
+5365,0.822133203125,0.154698583984375,-0.3517210620704147,5.005648090938459,5.681706388622652,1.1081001988917438,0.1304894494375683,0.136631368773729,1.295720224958976
+5366,1.038602734375,0.122221767578125,0.4796415830072207,4.404565309527887,5.322206977121047,0.2418294057212037,0.3185866233637011,-0.0597746832154514,-1.0181471276672442
+5367,1.751915625,0.21979697265625,5.136388709505187,2.439989112850357,5.70102902595096,1.2568345122274225,0.3600078159009264,6.492303304729379,2.545259872764481
+5368,1.11829703125,0.4506789453125,3.429481352653845,-0.3711094890854857,5.163406960439458,4.7387404928280725,0.1363408937885629,1.0187755385921935,2.718224625262636
+5369,0.744615859375,0.133122578125,-0.1787173220987029,0.5662441697665654,4.3360148058952905,0.7695042572804206,3.563631883235406,0.972911700580858,-0.8496714327297412
+5370,0.61511328125,0.158729443359375,4.8506642560047695,0.8772048710426257,4.938838204645197,0.7422076415693333,0.095882470954597,4.969031414969073,-1.0016721570121834
+5371,0.75024375,0.0776499365234375,-2.103262825517077,6.770097216962417,4.823578120389831,1.2987163931869028,-0.3639957831840782,-0.3551970257219679,2.5841520131552778
+5372,0.883272265625,0.157772880859375,2.1819548783732827,4.894553976102656,5.580961837400397,0.5634836497156719,-0.0956169846011114,0.512274138463335,-0.189032931161469
+5373,0.970603515625,0.114303447265625,1.168018565541066,4.853726111340017,5.631439393890013,0.3058456558299092,-0.0473574757372897,0.4923857505822345,-1.5602782805803763
+5374,0.8420371875,0.1581257421875,0.849749894179106,-0.1021092827037037,4.46115350942475,0.4969273359123433,4.263637002911909,-1.3812785382060464,1.5409898326650402
+5375,0.827556640625,0.111203330078125,4.517192672938581,0.979768841447557,4.81410304102093,0.3853455086618988,0.3242884377414591,5.322727310991383,0.7408440896605426
+5376,0.87152890625,0.083062236328125,4.128316734913714,1.8220082147889949,4.602655178330566,0.0036952589165682,-0.1148042378729926,5.665695925554578,-0.6593272058466139
+5377,0.892505859375,0.074923681640625,-0.0800769127811551,4.839396960277126,5.007185225186324,0.246366628937639,-0.0930029949185733,0.2695578683473441,-0.8632449120343826
+5378,0.692325546875,0.1963250390625,0.3904498688667229,4.37967356205956,4.967786092370433,0.9604733085746976,-0.1859634336982388,0.8172858395803062,-0.1496778273622885
+5379,1.05253296875,0.109332216796875,-0.7285668729488758,5.155049012646376,5.378634899186418,1.154372519386811,-0.1666925687648872,-0.2358960303416399,1.5317081950160762
+5380,1.147920625,0.133193994140625,0.3213761793554541,4.7950060122432605,5.598395593961381,0.3417474559199421,-0.1968526352535862,0.3876926922693153,0.0268678883713467
+5381,0.796471953125,0.15497162109375,0.1660785301199224,4.012377774823463,5.161338108985841,0.5852449413678222,-0.0647077806878853,0.5893853455938057,1.1358025183769207
+5382,1.1221609375,0.128575029296875,0.8868934639845473,4.154557041962335,5.456222811524996,0.7728851731512941,-0.0594917471445837,-0.2395644887147091,0.661401614235847
+5383,1.072682265625,0.067518447265625,-0.6408513671322607,4.106779185268462,4.505830201103693,0.8969207240506162,0.0329355957998809,0.5054344276713956,-1.0261018195602092
+5384,1.150808515625,0.14418361328125,1.7811859732825743,5.459495550933564,5.795951317661438,1.1400245770547834,0.2526277763429748,0.1694773118528124,-0.5738819823319905
+5385,1.108097265625,0.138966953125,1.6354484248813883,4.78012337269664,5.643277835551348,0.7142922978246842,0.1439887329229764,-0.0398019496664068,-0.9610694817788008
+5386,0.832194609375,0.13213421875,4.730422072635523,1.532275494320097,5.148839142623681,0.1909132834713113,0.2776785341234765,5.588001549643382,2.180749631132086
+5387,0.9240025,0.101020234375,4.758833441502345,1.1014373273318068,5.372575477460667,0.5796507242461508,0.6676363578499719,6.266895847312525,1.4416321789411046
+5388,1.18112234375,0.288998046875,2.9047851253079777,0.7263860545116784,5.649106827889242,3.49687900820688,-0.8063949394279898,-0.3326422812781212,5.227939228182604
+5389,0.703465703125,0.100459736328125,5.003841796508558,-0.666453385253912,4.095711806682914,-0.093118840071251,0.1966534637423161,4.883568870532489,-1.1339767157622096
+5390,0.84586046875,0.154424931640625,0.7115254864835036,0.233822245471185,4.612794232798692,0.7409914655396653,3.731341916302412,-0.9268808263517984,0.1940744438033071
+5391,0.757041015625,0.1249594140625,0.3855702111136576,0.7301941807889096,4.67084166051005,0.3352551092208152,3.377331317427537,0.3985308587229493,0.2451175713695799
+5392,0.88304109375,0.1006613671875,5.437049937308759,0.9803728595072166,5.102961268574544,0.4952649110408681,-0.6398959932338883,5.12960963697289,1.4929684488926338
+5393,1.122026796875,0.12598078125,2.011912999896749,5.468072126888505,5.550543809139895,0.7827429082199531,0.1411166181085822,-0.4574922370259924,0.314931089779572
+5394,0.82725453125,0.16012767578125,1.0578314415501853,4.502565207377169,5.386115947550524,0.7282791364566266,0.375865975367987,-0.5651161224602281,-0.8081299974948699
+5395,0.729744609375,0.141500576171875,1.978503505715465,4.394237041998887,5.468042610952437,0.5329495930273143,-0.153352334669382,0.11727230806058,-0.4111467580857459
+5396,0.905666328125,0.1142254296875,3.1073598343846958,4.848930394614336,5.551119736210859,0.2052881720012319,0.3177665117216375,-0.5243876279991662,0.6563088019042248
+5397,1.027316796875,0.124621572265625,1.1871275209413423,4.579977330825124,5.291355404960295,0.944722933125199,0.44090982762991,0.4794997292457957,-1.1808661651592849
+5398,0.92462640625,0.153275732421875,0.3661975397200403,4.596340086362993,5.470814164928551,0.6057443180232163,0.0850956712303403,0.3144607876993982,-1.0798141092250078
+5399,1.241231328125,0.586360546875,2.831547471194888,1.6989876032260895,4.892335222765535,5.354711858372991,0.1341412339345892,0.2595545560489214,3.886076473620805
+5400,0.933553828125,0.15060109375,0.5899168053185467,-0.6528868073290873,4.262194594091445,0.6355769295357964,4.061066897239027,-1.1046180585675514,0.3440723186714685
+5401,0.775403359375,0.15394544921875,1.543591209899,4.992642736338711,5.587089336869212,0.4534426320017662,-0.1673554098114908,0.6082878349112261,-0.1767505172264928
+5402,0.849982421875,0.16972267578125,-0.0200751992971205,4.4965215710988575,5.49745456394871,0.706132073342631,0.3380953566240472,-0.1439888428190635,0.906418950302366
+5403,0.818216171875,0.08438845703125,0.2027448188912364,4.3614240773520425,4.935268700069836,0.3290202432199158,0.0322493307079274,-0.6632585479425801,0.6095779945199526
+5404,1.381201875,0.3686448046875,3.208763962619472,1.5471642384315234,4.866284186224797,4.728141723062284,-0.8068274049182556,-0.1874230834091979,3.015617231871695
+5405,0.82569515625,0.0807290478515625,4.969308804665879,2.533538923755129,4.94247460144624,0.7153417304350544,-0.0994175255205464,5.097011042486729,0.4291738444948052
+5406,0.889481328125,0.12456875,1.3438370882810533,4.675623297771844,5.625567587163473,0.5047129897479438,-0.2251391313518335,0.1906746616549186,-1.2657746757792516
+5407,0.89840078125,0.145290810546875,-0.9056719082095268,5.497341770212324,5.574722015350188,0.6291067808964063,0.3022199606214487,0.0842521147391933,-0.2372375710218029
+5408,0.63557578125,0.17011935546875,4.746641079832679,1.4471995601935683,4.855153761125576,0.4188610965721974,0.6308716219068218,6.185160888923012,-2.078042771846499
+5409,0.67011453125,0.155476904296875,1.328080910868162,4.389733865174153,5.371252595522733,0.6227660469665733,0.1103735139787523,0.5895615556405203,-1.1142674352087787
+5410,0.789004296875,0.09177208984375,5.786728916824837,1.4137211335827504,5.080234927000679,0.4832916073559405,0.2319450273731607,5.937284643792874,2.559860232821277
+5411,0.779702734375,0.23407927734375,0.3561729064151226,0.4740246030363075,4.956417510338153,0.9754283136327078,3.815916001834343,0.3120951652929861,0.6456012387398202
+5412,0.970821484375,0.14065443359375,-0.5800429274704628,0.6184549710091058,4.55026013842846,0.7275194814637937,2.4907313308063017,0.1581031606074631,-0.6304359769421756
+5413,0.679317109375,0.1785435546875,4.62412446756617,-0.0416880972150756,4.912568775314316,0.0161914464879126,-0.5981030840372332,5.72431760074626,0.382566692817561
+5414,0.94284,0.16472263671875,0.896822102287707,4.6996940305876,5.2681810927778425,0.0087209075823671,0.11328566903396,0.5684471350967717,0.7184363905986485
+5415,0.92137828125,0.16787197265625,-0.267750153060779,4.693010716416183,5.75840895657951,1.0130627619523704,0.0879912447089152,0.0496354175180496,0.1671907446910769
+5416,0.780657421875,0.117619599609375,0.9760614808238016,4.600479622903162,5.313120498028293,0.9335643905793778,0.3162969009356435,0.4011960195921318,0.409867824478578
+5417,1.90845765625,0.6025755078125,2.112136592206352,4.575250271574722,5.4097754077768965,4.985263916337231,3.940576356177247,-0.7997624427825581,2.5216737977855286
+5418,0.7644971875,0.12630544921875,0.5425883685918272,5.252467504873325,4.825308414987595,1.324852861459996,0.169731980024359,-0.4635044855324425,0.9691935531148994
+5419,0.937899609375,0.189110703125,4.972143907765207,2.7857108876957506,5.595750078999787,1.0497712532339492,0.4182737703632206,6.052018218314049,2.204406922131588
+5420,0.830948828125,0.165036484375,0.239133445168506,0.9217973204828824,5.0705187216676455,0.4940557330783415,3.758448248395896,0.2079431237335941,0.1869919844606299
+5421,1.0755196875,0.302797578125,3.85211554473832,2.3691618367757665,5.34455581767504,4.661296125562889,0.1572068792310591,0.7671631740281794,4.307040697808129
+5422,1.08633984375,0.0753695556640625,1.913256238923832,4.710790926196437,5.364001928310914,0.3867706444800594,0.5594403498821127,0.5908574955707171,-1.2930447507530778
+5423,0.837861328125,0.11429625,0.2781452077388834,4.819188535085116,5.586862579453802,0.3264073948528611,0.1857428996075774,-0.5032692998993465,0.9658754913005816
+5424,0.5893333984375,0.0739287158203125,-0.1783445622419854,5.110764964285499,5.415220490451826,1.326971719300491,-0.1107100071106948,-0.3369164613144955,-0.0871196051234864
+5425,0.9956103125,0.16880931640625,0.3376517041188192,4.98452070144269,5.608104695166928,1.1578155390480702,-0.2196789157224254,0.299462327203297,-0.7196768415230251
+5426,0.869823515625,0.094272705078125,-0.9529333114518675,5.419981450761056,5.186560567607324,0.9623910451346548,0.0715953203539356,0.3725963991994424,-0.5504262842589198
+5427,0.79661421875,0.167934375,-0.7606334396461569,0.9247222388917294,4.649688698007199,0.4154968682701763,3.207229174947055,0.8901773362392978,-0.0925104394393021
+5428,1.49035546875,0.4919755859375,3.1076583853363537,0.2587440989015385,4.531523938676334,5.279448738448848,-0.0659479964780605,0.829335753976249,3.536160399839526
+5429,0.5633896875,0.2251426953125,5.824982436037895,2.494019489059502,5.572913059291548,0.7904120561171615,-0.681691697933326,6.468204438331854,2.7945310012850286
+5430,0.84712390625,0.1105858203125,3.782131247064019,5.642590886582287,5.737577262333356,1.5209512094915607,-0.6571300772498068,1.7155634415659182,2.696795417774837
+5431,1.130524765625,0.143872763671875,1.075381549517448,4.1809181417008325,5.206917342799563,0.4568598175722734,-0.2030342691477565,0.4095351437066818,0.2299004140427494
+5432,1.4856746875,0.6084853515625,3.749401962435824,2.3508167319727766,5.089931213668389,5.383090173673585,-0.2831672711312897,0.453351380821191,4.123025184002509
+5433,0.85538515625,0.081051904296875,4.928062203141298,1.836892373839813,4.932736196923699,0.3072742188485009,-0.1756816194027622,5.5302114722427484,0.2507000668262136
+5434,0.921196171875,0.152205751953125,0.953300639946354,0.2275627819514785,4.473801163002107,0.1479172873189621,3.7011975902964287,0.2908038674355865,-0.0309314430796164
+5435,1.04968234375,0.123498173828125,3.885293398622411,4.201464393988583,5.201015016438464,0.4777714142077802,-0.2433786647363151,-0.7016961594965768,-0.0164770331157154
+5436,0.964591328125,0.134406201171875,1.4480657318795558,5.026061657269952,5.556084634738609,1.2047896123552109,0.0395616187937744,0.012244983204936,-0.329111014922243
+5437,0.70631953125,0.160391123046875,4.791523498607448,1.146661286642751,5.468727128331649,0.7259896633338404,0.4031846943219788,5.023231483948837,-1.2902848791253978
+5438,0.59723796875,0.194980859375,0.2985223561526321,0.5432203435457782,4.725350875865387,0.5160187281927189,3.5944381341235,1.0247545431424814,0.5303301988262433
+5439,0.701902421875,0.12379822265625,3.9265786926598687,1.2018668416288172,4.623553754578521,1.6299548587024952,-0.2351668886685736,5.683114377408752,0.7154768073657054
+5440,1.202232890625,0.115114169921875,1.2558864981743914,4.320569581661599,5.4715514032239305,0.9330671554187112,-0.3328891198348311,0.3042565949466135,-0.8081088403786206
+5441,0.961170859375,0.110161552734375,0.8778801521584612,4.479157816525414,5.3495114029179485,0.4168358869020842,-0.1526100359007362,-0.1696784937800663,-0.0135005732153231
+5442,1.18272046875,0.4661246875,3.2430070464062077,1.3841484246497795,4.774873357159002,5.004057076067601,-0.1642484635483184,-0.647462789401891,3.5609632659023465
+5443,1.0510046875,0.17239251953125,0.8494215259557112,4.542461768356729,5.523331099639637,0.8889456151169364,2.1109076706905183,0.092946899043309,1.0257572078012258
+5444,1.270475390625,0.4255535546875,3.229483843253941,1.2200648085547408,4.650868967259858,4.802002969094351,0.3960185492305596,0.2850447187011515,2.6377085844765804
+5445,0.906592734375,0.095138046875,1.4107771868030572,5.5493440750915,5.301078929712777,0.9339815707889988,-0.0328348517232896,0.0236621678986616,-0.5033710703245474
+5446,1.28119265625,0.3522573046875,5.927922284901372,-1.981578339194108,5.479704024593562,5.384260746807587,0.2546903023254641,-1.2466046624831848,4.604834714715096
+5447,0.736487421875,0.151611064453125,1.5690951473198644,4.543566110599607,5.445523398982669,0.9249751311073882,0.0493671797371009,-0.252339448644608,-0.2500077607408911
+5448,0.965598359375,0.114889130859375,1.3176297125403182,4.389712401110953,5.348444466874762,0.5255697526489715,-0.1810732772521802,0.2108127234449222,-0.5225988571937139
+5449,0.9404196875,0.134887470703125,0.7320918952362621,5.506335030270104,5.417016803286319,0.7260844974623122,-0.2004162510931458,0.176216793714201,0.7355343195387222
+5450,0.887672578125,0.137474501953125,1.3575556736232983,4.747307462943399,5.446660307811721,0.8157872665357493,0.0405972060921268,0.597450709882003,-1.155913345008936
+5451,0.815216875,0.1229941015625,0.5592758535996817,4.2721072038500445,5.092257457466533,1.040100606721905,-0.2815277901931351,-0.3114587798992632,0.1288808042893132
+5452,0.89704875,0.124461328125,0.154227218245379,5.1960458462643855,5.679229573995184,0.6359595077381213,-0.1464769490012253,0.0162229323335599,-0.3877914031519269
+5453,1.151641640625,0.109424033203125,0.7136419815629912,4.3140654247546335,5.434995043763886,0.6593577474471963,-0.2254964874139646,-0.1147906523681355,0.6093146877636068
+5454,0.67650703125,0.120597890625,-0.053428162212647,5.141541286608209,5.705557114091002,0.764724554027542,-0.0661641927967599,0.0245681648526453,-0.6989096072983406
+5455,1.1058475,0.10471384765625,0.2581214702113612,4.529159851479501,5.309635906600597,0.479043794326496,-0.06526996625805,0.584080370184497,-0.4384165567393989
+5456,1.1136403125,0.096697705078125,0.9168730521051658,4.766609709255477,5.409037135958756,0.8131351104049179,0.0030315310244848,0.3484747544864618,0.2003672166836551
+5457,0.9245971875,0.07288154296875,-0.6411398831529536,2.661224808544184,4.760758911751145,0.7965232251109096,-0.0523245476655941,0.0547280243607867,-0.1300258036917235
+5458,0.71987484375,0.18172408203125,-0.3514628443962823,4.213067616593679,5.3629305116039125,0.1487651054133094,1.1160495358012663,-0.0593905720672923,0.2533062821556113
+5459,1.04257328125,0.115236005859375,1.2214679650896232,4.853262671342038,5.770351580981265,0.3557700279173316,-0.0065724312509245,-0.0575014132284495,1.1738926576025728
+5460,1.02206390625,0.096298037109375,-0.1341998851435667,5.0451401221812135,5.390142351775558,0.8661246120400939,0.1750676483803211,0.3895944490051067,-0.0271129155875336
+5461,0.932033359375,0.11911564453125,0.9064017228915722,5.033959963952565,5.758843712704379,0.4636475934867051,0.1584554064122208,-0.5851852380618834,0.0550595079700471
+5462,1.056776953125,0.111884443359375,0.2227547875902271,4.083626353825478,5.247172171348924,0.6019739011529511,-0.542922302646932,0.2222991339755446,-0.1560851065520755
+5463,0.966327890625,0.1157466796875,0.3778270968325643,4.378028778322507,5.393928094901863,0.6136037277028558,0.004327084822424,0.1709994250756714,0.9293572610050612
+5464,0.8517259375,0.21254830078125,0.724674846793051,4.703174167747347,5.465570569917947,0.720461863827219,3.7678741670688023,0.2400766229964012,0.7776696712701472
+5465,1.1359890625,0.131630732421875,1.6159283660839314,4.331370651257241,5.616686792907623,0.5134225500472623,0.0126376096841093,0.5607780261464586,-0.3944621191135877
+5466,0.576636640625,0.125033828125,1.513946188692469,4.812775139701653,5.662392976083607,0.3106041646354782,-0.1477461964900571,0.2970019396171722,-0.5457696851414306
+5467,0.962209609375,0.10742509765625,4.556239574160055,1.4155570526322077,5.017714192267723,0.6973339725681138,0.214287495988548,5.755439681125536,0.6403833928083016
+5468,0.934980859375,0.1394404296875,-0.781383037569735,4.734913735445887,5.394364126935669,1.7647516514114894,-0.1663392552542312,0.2408344535284626,-0.6241077626736623
+5469,0.991196796875,0.153057890625,-0.7955422989618182,4.7018772321937226,5.671382092020391,1.085320116849373,-0.076448223954952,-0.4844015806374278,-0.4792897661792067
+5470,0.889328671875,0.12870404296875,0.1101057945031028,4.84942936635936,5.747275486477537,1.3376727190746034,-0.1879321577987465,0.0717247941757531,1.3748708315975608
+5471,1.158813359375,0.122336982421875,3.736086609140105,0.939415745353878,5.425801029143083,0.0454679803068399,0.0043009495804515,5.1748583138483895,0.558540846361591
+5472,0.79054953125,0.10483505859375,0.1786457457506686,3.9876237173891953,5.014918403384361,0.690513182575418,0.5249712092588286,-0.2482573156767722,-0.2995816527352618
+5473,0.72776171875,0.076032666015625,0.7447948292021208,5.210096686736866,5.031474280355238,0.4150769493839459,-0.607423259020022,-0.1728785323271659,0.574025668182207
+5474,0.739063359375,0.099912451171875,0.939596460673539,4.471799505141247,4.811838926974124,0.3545543181134936,0.0380957743881719,0.3555426895003895,-0.5069543482590464
+5475,1.6522896875,0.2631882421875,4.320249742823137,-1.2967812829089136,5.401108806545737,3.9682141026371487,-0.8594221060097258,0.6475385159166144,5.11701901598282
+5476,1.079303671875,0.4529930078125,3.317758768238219,-1.4832856020455008,5.029698496428285,5.320613262066527,2.2910086534430065,0.399689886145996,3.4913985278461297
+5477,1.003117734375,0.139502236328125,1.2381388673117466,3.84487976543816,4.844593822559617,1.0734293791772398,0.2508302880580957,-0.6180278033363489,0.7705345520497623
+5478,1.05158328125,0.12333974609375,1.6656306355853427,4.182995904032391,5.115456051003188,0.6054067122434567,-0.0518195090451981,-0.136760571114881,-0.090053592018381
+5479,1.026058359375,0.129431962890625,1.9355517772234192,4.341445410912811,5.441304900991237,0.8059086247498111,-0.0283724831320743,1.184420024609643,-0.2684752685613787
+5480,0.9807425,0.1462053515625,-0.9583073075211472,5.402552669190111,5.687323882563996,0.840748090161269,0.0438592078693868,0.4860172028479342,1.3444437414309145
+5481,0.90645265625,0.18521544921875,0.1537612531412253,-0.0325491387895988,5.0678315737891655,0.3842002911417098,4.627429644254736,1.203806859369271,-0.1215856803196769
+5482,1.17349703125,0.144873134765625,1.1098447002450926,4.042997927410867,4.899953325832389,0.6089506837204047,-0.3901581006149124,0.0678706648044583,1.037750635669296
+5483,0.906887265625,0.16686740234375,-0.5540867686840971,4.193946824631858,5.4441359079243625,0.7942902163031744,0.5370795240354513,0.9226659192145938,0.7803861873278457
+5484,1.223104375,0.153264931640625,1.3350222123085396,0.1973561442848352,4.910434711239297,0.2183763240616051,4.400097293947958,-0.1734396972045699,0.0030315867309325
+5485,1.064635078125,0.11038119140625,1.2545972016152251,4.737745136758509,5.643974757331982,1.0782396683598183,-0.5022443114017382,0.9865500170587208,1.376325440600911
+5486,1.001056015625,0.113030029296875,-0.5903831469087268,0.2567781870740112,4.222758883865856,0.3098200428645609,2.7201529950694394,-0.6353502661645365,-0.0048562458840032
+5487,1.8223253125,0.1784961328125,4.671207286319307,2.7647473376796543,5.583137157681569,0.8728879232301613,-0.4505702011332058,6.161371477087805,-2.228733443497075
+5488,0.999245625,0.154099677734375,0.8383491821331787,5.003809772798372,5.654010536945373,0.9437143876739876,-0.0251789597287109,-0.1514962901798363,-0.9670468182636228
+5489,0.914621484375,0.3386652734375,3.8671809417001537,2.5541987773454915,4.489999867567785,5.449711299525894,1.4878505538548787,1.4952522559547266,3.4328799216244126
+5490,1.102127421875,0.16521892578125,-1.1552415396481197,4.367998866882429,5.821376021246181,0.8100705707308552,0.4258874655794857,0.3045877110693391,-1.580368226385014
+5491,1.72916203125,0.539530859375,4.211761783783005,0.3142833661472861,5.169452374852789,5.586574106274292,2.729242526757332,-0.4676877275270599,3.9594680032697136
+5492,0.73064328125,0.110379990234375,0.8230962706005036,4.640423352529987,5.773670800301356,0.0846172867264425,0.0021451921545073,0.6694095452166084,-0.6889404189777426
+5493,1.162771875,0.092441201171875,1.3477629095756003,4.606463292948304,5.460003999991171,2.097617272897732,0.1757712943950888,0.0401713138026768,-0.3142934674433107
+5494,0.6292040625,0.17064263671875,0.7039408426264383,0.6742813134066435,4.2997641974002185,0.0433788622556529,4.361265084098815,1.2943648810239932,0.6966950246197222
+5495,1.28594609375,0.502983828125,4.089498708572288,-0.0079413756727389,5.007271621674136,5.202202873032565,-0.0074220181395088,0.2335415429242342,3.629197983411497
+5496,0.831971328125,0.135070498046875,5.858725261289245,0.4142965702590215,4.9020444588743874,-0.0234813860630402,-0.3862613957032562,5.467806114310721,0.8325434074149725
+5497,1.122082890625,0.17101109375,-1.0642887041489242,4.137365626993551,5.103451099015441,0.1843531772511112,0.364140043745373,0.0948828361287913,1.2244503239834963
+5498,0.725487421875,0.096998359375,3.4843833229742014,0.8824851403745443,4.631055468737602,0.6813343936970037,0.6093302984148733,5.526459543417811,2.104257094565866
+5499,0.890786484375,0.131723740234375,0.2907661109496789,4.159705210283341,5.320003848707015,0.0354484988653147,-0.102434405349763,0.2360197886825092,-0.7199842763683616
+5500,0.91168171875,0.139845498046875,3.3513474359258764,3.951207339798813,4.979183727205679,0.024784134630511,-0.0706195622792409,-0.4850020519817625,-1.1030211880732712
+5501,1.22718078125,0.2102428125,3.207506888417384,0.7105385030417686,5.046396717502278,3.6839076688314103,0.0300620510884255,1.5209779137880417,4.867801207626763
+5502,0.83789203125,0.102011591796875,3.585883763866132,2.068843564116876,5.23423346054721,0.4173799121623115,-0.2586187450952472,4.944193549355913,-0.9421888219635712
+5503,0.78498515625,0.12652087890625,-0.2476763902527375,-0.7128249691019677,4.208291087004221,0.5265435074530433,2.5909198691143973,0.2266473321962951,-0.7663341119959267
+5504,0.938161015625,0.16666158203125,-0.0768449488958494,4.825626231181013,5.661583583217499,0.5872749924773042,0.0299296652990996,0.1537327722704675,-0.6614183716688118
+5505,1.04986890625,0.26700814453125,3.3863066703721416,-0.8877250751455108,4.687942545178489,2.8435965536789864,-0.6231359581763968,-0.8524003075034206,3.416538185444973
+5506,1.31403390625,0.40230609375,3.5900584002473246,1.1524002558239266,4.586233219118578,5.200681460359375,0.0944307232256436,-0.6314412052006678,3.146402168272548
+5507,1.069703671875,0.2912076953125,3.8801060130254754,0.5011243488070887,4.422373435160592,4.167592817363196,3.634666879575269,-0.7237295203147334,2.623501670378644
+5508,1.03928390625,0.5515834765625,3.568419755776588,-1.262193635644126,4.840131580517575,5.019551989087146,0.2923426663810399,-0.526936008426002,1.6946938171598658
+5509,0.89201734375,0.114692900390625,1.408107048802968,4.970975760094977,5.6122835426966935,0.5198294335641906,-0.8383069584882847,0.731632986564843,1.5626397090608837
+5510,1.11714859375,0.1244811328125,-0.3875193252647604,4.554439055021432,5.52182161114212,0.439264753604102,-0.0199763856380383,-0.080771501593662,0.5234155146387491
+5511,1.43011625,0.31591474609375,5.1297767912841685,0.4077644251147285,5.870166118528702,4.969339502075962,0.0104908201785121,-1.8121306384223803,5.691194301240757
+5512,1.096633125,0.127646669921875,0.6805068938978097,4.355827106493792,5.189220548827802,0.447653267791668,-0.4558724473393164,-0.4147606495892281,-0.7686211561686542
+5513,1.072860390625,0.1652957421875,0.8609345541802315,4.886672814882363,5.754330409070523,-0.1083028808840055,-0.4210352025878766,-0.0178590796662906,0.8380713925162231
+5514,0.5492464453125,0.101472705078125,1.991351964882007,5.430138146243514,5.374992642093621,1.44894180842282,0.0116762094798198,0.0961891352373593,-0.7346700160223543
+5515,0.950118828125,0.135275732421875,5.602868827536482,1.8916337151715332,5.071757155902444,0.3650872884307253,-0.1284161618233739,6.2192334884603895,2.0016360142145344
+5516,0.88657921875,0.116905478515625,-1.4324229223693867,4.8840176223615055,5.381083964488129,-0.5130147911201728,-0.4465151329162344,-0.1618064585350001,-0.8798346455442088
+5517,0.744778359375,0.155041240234375,5.004404233749616,0.8355342309506242,4.89139624133242,0.7103816538891329,0.0069109250356168,5.824866245084994,2.86001194140282
+5518,1.0513934375,0.109278203125,-0.0445577495514828,4.433679035521759,5.332314456261985,0.5681170141683264,-0.5059275216322585,0.2810387290684273,-1.5091292203900355
+5519,0.851146484375,0.123449560546875,0.2322367971693017,3.9970900442578032,5.170113416531279,0.0098938996697199,-0.0909886211626181,0.0820500381489122,-0.0599824997069022
+5520,0.659205234375,0.13111404296875,4.523093510920896,4.5970605254722505,5.625126257929041,1.5913572676630257,-0.3041280741966789,-0.0067290459075773,1.209073223004623
+5521,0.446111328125,0.12371720703125,0.587439686786755,3.639244761477697,5.231310088746926,1.5520061809039778,0.5487783326996614,-0.3351922411223499,2.6595148505800843
+5522,0.877630625,0.11487533203125,1.3053636470712169,5.283831576926118,5.54547819468262,0.2341781993170184,0.1276722745669154,0.5052053383379598,0.144162943885545
+5523,0.94820640625,0.14097427734375,0.1728972299323127,4.730026779738894,5.468301325852977,0.8445700221622199,-0.3566327996886841,0.400516483960825,-0.7839463333592909
+5524,2.09221046875,0.35267890625,2.0678140776097877,6.640023964275442,5.67733612705635,1.4167342865075148,4.03764189358505,-1.0970621532900833,0.4780130872462339
+5525,0.8282471875,0.098196162109375,-0.0759325166779249,4.233671654363519,5.492522978227721,0.4507178377372089,-0.1341261969720108,0.4153693773692812,-1.0927990181061795
+5526,1.5209603125,0.30985751953125,-5.458917496143375,9.177509904058487,-4.156777616626078,1.8532773651502508,3.7557294077885386,2.97989879742852,4.396360579820014
+5527,0.823649453125,0.101304072265625,0.0515192157127516,4.838830406774866,5.201885397204076,0.6012711236138911,-0.3133935078021947,0.3740351482919861,0.2905072252623961
+5528,2.01189953125,0.24838296875,4.632126292926471,2.6941054907431523,5.665675428192697,0.5063908930809842,0.3779991797447692,6.485250334066116,2.0253437125702005
+5529,0.9898984375,0.1445184765625,0.1017082287913158,4.307061587576034,5.112794260862382,0.5327443370748519,0.0476155813122371,-0.000551219955442,-0.687775500748267
+5530,1.37141015625,0.3079051171875,5.0381767420394965,2.5253462373591598,5.753452184498108,4.733761080700625,-0.260573132006363,1.5948278849578172,5.215879639830315
+5531,0.7713146875,0.19063736328125,-1.5409044179174127,6.2604805713085865,5.780100051501136,0.673721903479469,0.1313587445482555,0.2290377749351373,1.9301014531727136
+5532,0.87458390625,0.078454072265625,5.123359226673593,0.8781809607683663,4.874799411829934,0.1015386663416216,0.5461907514452975,5.923213654773012,-0.9907931890043644
+5533,0.6512366796875,0.095899580078125,4.729454398318867,0.9631889879612892,4.686369512198753,1.187236773333659,0.5094564378297028,5.140923722904387,0.6314072995463442
+5534,0.911596328125,0.095755556640625,4.399367687514103,1.4811488819814942,4.912850873712171,1.3422427406856487,3.1661957396559046,5.577954821997378,2.0012893965405483
+5535,1.1165175,0.0749206787109375,1.1121491171306657,4.650362974541384,5.296544880081633,0.3515732827873679,-0.0398392952591922,-0.0613193574945194,-1.492299949627656
+5536,0.860894921875,0.154447734375,1.8049161934599725,4.301834648102648,4.953133284973897,-0.0411647788075142,-0.3545580328220051,-0.201420965738136,-0.0299515069845476
+5537,0.87543828125,0.162760927734375,0.8049910118060519,4.814613550919504,5.39043817867088,0.3677181733675002,0.1839682377820343,0.5887233769766742,0.033083949275472
+5538,0.90445609375,0.12178189453125,0.6715343757588396,4.992964307371994,5.066831999734704,0.3405814791411065,-0.1938173925404049,0.0965611924061988,0.3940292242358175
+5539,0.892079453125,0.096479267578125,4.019688170378699,1.9677179439471144,5.188556816905807,0.3078495750830287,-0.1334670377724789,6.1263171937556855,-1.1951828621912015
+5540,0.92366859375,0.128964482421875,1.196806215541414,4.888685710792917,5.758064742748189,0.5085074417699165,-0.3111196058050528,0.2546114239888435,-1.590122741514676
+5541,0.806013125,0.138365048828125,5.087482458780521,1.1073276771614005,5.329286552809935,0.8820385207697342,0.451956180009524,5.733178792721187,1.8352691342844796
+5542,1.06939203125,0.104682041015625,-0.8773988322183621,4.818783111991271,5.551905571773285,0.60607594174845,0.0635961775451843,0.2620776461284745,-0.6746317579369784
+5543,1.10285765625,0.0784300634765625,0.2009300808636654,4.924755827113525,5.528538787229351,0.2085369483616507,-0.1106145774120265,0.278215354602515,0.67840972855141
+5544,0.87389,0.131339677734375,-0.6772778428707872,4.727719526955504,5.060436083151008,0.8328181218728263,-0.2771411473897429,-0.1597660594799623,0.0836844901991385
+5545,0.819131328125,0.097067373046875,4.410330796336216,1.131642230269582,4.943170141318933,0.3080017447330308,-0.0498371457396872,5.737988264893167,-0.0159858303403507
+5546,0.99230796875,0.109786494140625,-0.4521998240385379,4.024047112098289,4.562405710473735,1.2267294242639477,-0.3018868011411835,0.6736208417959099,-0.7297871679645315
+5547,0.5390500390625,0.17654041015625,3.442503767762602,5.164634385940623,5.86571893113678,1.60817487310492,0.0275609703499518,0.3421867371832817,0.3618136463561914
+5548,0.94566171875,0.120341044921875,0.9726512141857206,4.608506471680227,5.296726247058677,1.0942871533840448,-0.0259981013446389,-0.0071731674324175,0.1161528240841027
+5549,0.893832265625,0.0888183984375,4.005224028891482,1.3797050754382871,4.8785435478311285,0.1559731452539864,-0.3271395096721182,5.817727763936978,-1.8723722705819572
+5550,0.917172890625,0.087445966796875,0.9776888544099972,4.617102492553812,5.312186931899791,0.8633945500574932,-0.1764642780077678,0.332318546838609,-0.8935348882562714
+5551,0.93023359375,0.110986689453125,1.0613722224263002,5.207357907961391,5.395569717281537,0.5876186211975817,-0.1579033503527412,-0.4976177223374853,0.1075055661509083
+5552,1.169452109375,0.105791025390625,1.160875510206412,4.029911726348428,5.3296697898794685,1.6063625115563451,0.1287913802101056,-0.1322132309185833,0.4525970258392123
+5553,0.92689625,0.10189337890625,1.5394591658065655,4.312730850768652,5.604576686025088,0.7415181292324742,-0.2777759419554699,0.380438273194321,0.8540423820574381
+5554,0.747614609375,0.078490673828125,3.865772860467045,1.353169958405789,4.8428724419799725,0.2808558260727256,-0.6366692857994019,5.746420136163175,1.3032670859812718
+5555,0.88960921875,0.157912109375,-0.4996583812366877,0.1297256826366393,4.6621782572186925,0.7028064497707708,2.6847075558403315,0.7810257907697479,-1.234201299173118
+5556,0.93463515625,0.132926943359375,-0.3010870627481163,5.092969487691954,5.336840758710351,0.2503204977288837,-0.2098569164519348,0.4946008631640191,-0.9384887902241852
+5557,0.883880859375,0.07705583984375,0.7339527862216548,4.345703962632075,4.9730756401835565,1.052384103248632,0.1064308170387154,-0.1498597074991685,0.0061962655416365
+5558,0.893345390625,0.14124193359375,4.438607445681473,1.070227140202016,5.160414389302068,0.159121221468525,0.7032017786731785,5.883464002114335,1.1167848733828278
+5559,1.47566796875,0.30083412109375,5.720714505304519,-2.1780618239476977,5.272675747941456,4.922278200026118,0.0273036697548615,-0.6217123150929624,4.408869062841403
+5560,1.302053515625,0.122584228515625,1.009894686125855,5.1609642703791865,5.31949365052772,0.5524520025467603,-0.0380775135413665,-0.5310111750051426,-0.5750906227576983
+5561,0.608227734375,0.104083740234375,0.0814836317593978,4.55975578556521,5.455943843307417,0.745164653687446,-0.1005885514963889,-0.2001969727953936,-0.5624350408287524
+5562,0.808504921875,0.13331521484375,0.0431484278309112,4.02796416929542,5.489504681969441,0.2822228741117261,-0.1894710798264609,-0.1433853509430775,-0.6675879220835754
+5563,0.958717109375,0.18598119140625,0.4903683694131917,4.370879571107913,5.170175189241499,1.0014124881473898,0.2405561831215435,0.17787675166589,0.318245125903939
+5564,0.889139921875,0.082725576171875,0.5006216356474944,5.167337508981596,4.954740916281314,0.4173825459136024,0.4544657112770435,-0.2317761539176372,0.1226651532324103
+5565,0.852175,0.076157490234375,1.1960835003893815,5.08595120614288,5.202039378873703,0.2404739965383183,0.392284283807522,0.0040509115343565,-0.4500906463678394
+5566,0.990108125,0.085319814453125,-0.2704355330631713,4.790748026649342,5.57132420631512,1.5395686063364658,-0.1255049740300525,0.4081854531067346,-0.3184844727295955
+5567,0.871841640625,0.16147849609375,1.5410063215656056,-0.4902497863133315,4.566395673038615,0.5856760406807672,3.300757036910617,-0.4750845406531558,1.101142624848347
+5568,0.8753084375,0.07260189453125,5.113762969970838,2.0380282111611083,4.788641483635651,0.4260571993035429,-0.893387378994797,5.380506124434279,0.3244825468678811
+5569,0.947084140625,0.127563857421875,1.5889533313450934,3.625226692935177,4.804283035724559,0.5487505396434138,1.0002620676550722,-0.314120379640277,0.5362917899888094
+5570,1.162781484375,0.09414728515625,1.422470770189746,4.7312047446624215,5.629017345351435,0.7332822146213753,-0.1595003310716716,0.3659725336741544,-0.6568086488172895
+5571,1.04079875,0.15571513671875,0.640890714112903,4.3548982289366025,5.710753167530206,1.0909308284307038,-0.0396727219171332,-0.1764625778347828,0.2914318911109161
+5572,0.920160390625,0.4010096484375,4.695463283330604,0.8815277090607907,4.73976879824577,4.921960358897602,3.2468230214018976,-0.3845978891703439,3.3094679603983708
+5573,0.812051875,0.06792591796875,1.550513384090496,4.7619083153564965,4.923618903958147,0.6479538703010899,0.4039307823578374,0.2968217676873741,-0.5669711614535595
+5574,0.838583359375,0.132290244140625,-0.2626751195566084,4.07027036535397,5.2943094876550765,1.6449238682482958,2.5135197775727978,0.4959319497042849,-0.1963548184960875
+5575,0.7549084375,0.148810986328125,4.335030322392333,0.1153447975828723,4.352114280516328,0.4191652464624249,0.1356673063024418,5.042442765873584,1.131035022759916
+5576,0.880119453125,0.13973748046875,0.877103217188919,4.463430282446824,5.427427928936411,0.3250682668847202,-0.128881845390507,0.024155538738924,0.0312088819175003
+5577,0.4059803515625,0.1795415234375,0.566269831919872,0.9817425215096004,4.726849206784582,0.1310669526660692,3.006179857755714,-0.1651297662909611,-0.2893124793090073
+5578,1.07341328125,0.5260347265625,2.5091886926993547,0.4486718164811785,5.038561322315731,5.773240773494605,0.8981579927600387,0.1510984090454964,3.934587262498813
+5579,0.72327703125,0.106094677734375,0.6360066495933906,4.336773998656931,4.9746935570912525,0.958873322038295,0.1584764232496525,-0.2261533209753886,0.9240408913871688
+5580,1.065605,0.1820097265625,0.0680946040314499,4.209462833839282,5.337198792847851,0.760877938233267,0.3661505342133438,0.026817064549147,-0.034201596238614
+5581,0.667897890625,0.18465736328125,0.8206331035668722,4.5794242909349,5.505024965913756,1.5801007940051293,0.3858535546735784,-0.4012054218152501,1.6260189205806197
+5582,1.03065609375,0.125249267578125,0.6350297997306779,4.976016819296638,5.736077118422082,0.99548050880293,0.2389179932573342,-0.1974825136455122,1.0488975749565668
+5583,0.857788984375,0.4348426171875,5.460853229862016,2.784134784511539,5.07961414992268,5.323025281105462,-0.1534160397156336,0.8998728011159303,4.201226684640183
+5584,0.774486875,0.161666337890625,0.0341491786387294,4.369795178273459,5.227340600403511,1.2764555007789713,-0.5315632911550623,0.6148542481758003,0.2287642021103128
+5585,0.92345515625,0.135775615234375,0.8871515743633297,5.118910566881717,5.662385894450855,0.0385084369002896,-0.0363731155070954,0.3936912677082356,-0.2169500173055918
+5586,0.674678359375,0.108137421875,4.3326513484523606,0.4511595379613393,4.201881439229977,0.742516528121081,-0.0833031781357037,5.235967561034619,-0.2430648490318238
+5587,1.881381875,0.23376708984375,1.6297517328615212,6.605035727399701,6.222501805233516,1.3633926678722417,0.2774999375882006,-0.1295514459658229,2.1657475559228807
+5588,0.83166171875,0.09322373046875,4.869423242563578,1.509437776577733,4.63347541885969,2.1186077314593903,0.1475184762177927,6.01540696542082,-1.5928921628643211
+5589,0.792037421875,0.168003984375,-0.5295788193677944,4.365035460919536,5.226014257047283,1.6682235056480068,0.4084260175338424,0.7259748331381064,0.9839717102537984
+5590,0.967647578125,0.5473486328125,3.034331876472355,1.2763241237638463,5.194130554775631,5.303361806482378,0.3703514168230589,0.5233000549204281,3.658876605704989
+5591,0.5093488671875,0.067225,-1.0023339621841512,4.627294448083072,4.573090432773091,0.9168225287391208,0.0167543595604569,0.6776429263202564,0.3120447095136266
+5592,1.0129075,0.13320119140625,-0.142497349180381,4.796355326425389,5.366452198494471,0.7231801853236051,-0.2537153653260727,-0.0129939066623132,-0.0962493304734236
+5593,0.9719425,0.17593009765625,1.4243443845971149,5.385728902061572,5.327461247126929,0.2993178719747692,-0.0755792125957739,-0.6823922413287009,-1.0159134611836869
+5594,0.997768046875,0.1080251953125,1.252274473490755,4.356791157609197,5.412516880986683,0.4435156282382014,-0.2288380739487413,2.620990502511879,-0.4915104255120676
+5595,0.9217684375,0.10218802734375,0.9198357555147268,4.690141806710228,5.563267988764332,0.1710172739641448,0.4224034447843314,0.3489620588831283,0.4562876874319682
+5596,0.82545015625,0.122891474609375,5.462412159918104,2.890090122877228,5.252448181275116,0.2116309911229763,-0.3196893842722971,6.10547127528474,1.376161039576484
+5597,1.9837665625,0.2755055078125,1.1735159438996785,5.493303781860259,6.222327641361362,1.3414115709764451,2.0808204126223084,-0.5298905928191674,1.5160834025965035
+5598,0.90692859375,0.109616669921875,3.6179029557757536,0.4701063748653024,5.364713660291009,1.0638299856913014,-0.061300922711172,5.874999115255076,-2.1444543500285924
+5599,1.049230625,0.5620570703125,3.364799782563187,0.3252995293424394,4.587039412865533,5.414237517840206,0.4753399331416802,-0.4271283619283817,3.906030122742439
+5600,0.941527265625,0.1234777734375,-0.3926532364205845,5.230051823042712,5.748205809310337,-0.1775214206380019,0.0360179774033323,-0.7246260321207331,-0.6004682407350598
+5601,0.91245078125,0.2077321875,2.841013553896313,0.5520989505702271,5.113993048714107,1.106920383448082,-0.4040901471825042,1.1130478998220636,3.916043038849194
+5602,1.236041015625,0.13641052734375,0.1136996974880099,4.995830650296275,5.710033680304504,0.8397455660817303,-0.0791942458457472,0.5641927570697272,1.440076709802128
+5603,0.99164484375,0.124716982421875,0.9873479715236788,4.440808963450873,5.255882739839514,1.0610558993991894,-0.3683857210043098,0.6040386100214068,-0.5375928494473389
+5604,0.678969140625,0.14472251953125,-0.0850766942712075,0.5704084776788155,4.216105974582591,0.0332481724385676,2.5876602772702024,0.3796330228497434,0.7312029793757172
+5605,1.02791515625,0.097356015625,1.0331992216725845,4.27306383689581,4.97452460521255,0.7742163508509385,0.1333221897798683,-0.1085959160777296,0.2224940999753738
+5606,0.79152046875,0.132569892578125,5.705130263106799,2.3719297210786525,4.759307950003361,0.541045018773401,0.1570853816880597,5.325459851411668,3.078963117991087
+5607,0.84171640625,0.150917939453125,0.901171651816118,1.861843532074081,5.17823288655948,0.651651142530857,3.800136106863667,-0.6498351761658645,1.0140239220621916
+5608,1.16958421875,0.452504609375,3.18898240609204,1.796685121242131,4.677412880942952,5.484302001704031,1.040159154810607,1.1640142188731957,3.6957801306755935
+5609,0.71485796875,0.100287509765625,0.5052886750372068,5.089703824881907,5.674325235599634,0.2273456431507184,0.4246672558787507,-0.1004846306739721,-1.0702886607954003
+5610,0.827275703125,0.157094765625,-0.8570811266086763,4.441455538144433,5.181629805368493,0.4079634115255969,0.3454904258963203,-0.0225734187491807,-0.2382348314146198
+5611,0.831870234375,0.149514306640625,-0.5331727033197646,4.371591546490281,5.102544202420704,0.83311344867439,0.8062809966865117,0.3954570095871025,-0.0935326282543459
+5612,0.682461796875,0.08678166015625,-0.2863370984838765,6.722299204098981,5.410369029942143,0.7856085181151891,0.0902769005960171,0.4640489023423646,2.152280350294103
+5613,1.18654390625,0.12227337890625,-1.1301898561866572,5.154875923768625,5.390096456782674,0.7580881025104033,-0.4644935078073634,0.3229180470023327,-0.2406403232943535
+5614,0.828110703125,0.13589984375,1.460908718589186,4.617862026477659,5.229888652452999,0.3265683238835584,0.0199909007474713,0.2495071372293369,0.6168084540164729
+5615,0.984243515625,0.2052909765625,1.9300398796614968,4.867036641904853,5.2106275090757785,0.9145664696955964,2.9078451111910755,-0.525682111592297,0.2021550338863801
+5616,0.812452265625,0.146561826171875,2.1014025521886475,4.049119977588234,5.148158929876148,0.823206743514831,3.085969327206952,-0.6752885073397713,0.1679287548071719
+5617,1.33445359375,0.27134974609375,6.274695391891612,2.328492634915841,5.196356276676133,1.656776459474637,-0.4042827855169643,-1.3265426048749809,5.014653001905735
+5618,1.260587734375,0.6085091796875,3.7215919434131335,0.3258387304271452,5.09389559853159,5.465531174360916,0.638933172044344,0.6795599978711278,3.684507530903306
+5619,0.849653515625,0.098016728515625,-0.0044667918904029,4.271361689181995,5.238466302810589,0.9480326712953342,-0.1301161431478187,0.0565217281481022,0.5811138871424296
+5620,0.883629609375,0.128357783203125,0.5424619706731626,4.699181735529163,5.224662058981873,0.5022496906357721,0.22867183811146,0.1020832025654276,-0.2155397218109761
+5621,0.791802109375,0.1100709375,-0.235506910510061,4.743546276212431,5.08948308805497,0.2253557798303261,-0.1003690389995257,0.3427817844367849,0.6714227987905841
+5622,0.801388984375,0.14246673828125,-0.1608192392028503,-0.0889092473756531,4.770582576549519,0.1391988290960371,3.209193871982833,1.1189234052330876,0.5664876986446571
+5623,0.976622265625,0.12082052734375,1.951090324560032,4.714946685700375,5.437666166169656,1.0268366461345877,-0.1130048867205969,0.1444336455210713,0.0250094864434661
+5624,1.22572984375,0.07477185546875,-0.8630929623263943,4.464959357922946,5.558108861539272,1.5356698885920117,0.1217475903496825,0.4381359951773261,-0.5331318300097702
+5625,0.806782578125,0.11662642578125,-0.7946730138634726,4.9780423756752725,5.252565101440117,0.8179520106136084,0.3620381746395281,-0.0538778343614398,0.6288705526043221
+5626,0.803379453125,0.129383955078125,5.421735603216019,-1.880707082568275,4.621215916330889,0.4277291282954989,0.397375264694539,5.814689571776999,2.272319683016521
+5627,1.026064765625,0.154426728515625,0.5576433593269526,4.578285275945247,5.556027160320108,0.685258283356031,-0.377919363711154,0.2085123715872026,-0.4239943352164861
+5628,1.033083828125,0.097102783203125,1.473998786123216,4.643507745062842,5.343697694705045,0.7106440859608222,-0.1954635399278903,-0.3929420108540358,0.1380347140582709
+5629,0.979023359375,0.124932412109375,0.5026377800469952,4.275605874798372,5.099654473128954,0.8989932895749254,0.4993577772299242,0.0061102621043783,-0.8162715972097657
+5630,0.832409609375,0.067347421875,5.35448925699252,0.0426041445898126,4.7401395614964565,0.3859432888710604,0.6147057678167828,5.49763170351014,1.7880686630502232
+5631,1.1645515625,0.3736362109375,3.071186641617864,1.4598362324796197,4.785382916580812,4.86959645205206,-0.7446672306794042,0.806558867038323,1.5214342152040985
+5632,0.780356875,0.154150078125,0.3116269912385996,4.725393427292781,5.685430012008634,0.7918038682767411,-0.3076244420315446,-0.1847065986624997,0.7937813611694271
+5633,1.3926915625,0.4953928515625,3.790166154052003,2.0845185730386206,4.635418095421051,5.4218429133937605,0.0717386696691503,0.3513468166264913,3.4784442034656182
+5634,1.32677609375,0.3308682421875,5.340239491971502,-0.6273743406524455,5.397088326938949,5.31946327348633,2.7441286950747616,0.985620811366608,3.1954875894090797
+5635,0.746270546875,0.13861349609375,1.5289610600235255,3.8258881159757,5.007022698318136,0.6891109080800036,0.0038783621909585,-0.4369840184019745,0.6780030250976888
+5636,0.8780159375,0.1714665625,0.7317150072032812,0.3274778842164793,4.62431615363355,0.110579770856397,4.176248713099199,-1.3528835791475589,1.082252045675352
+5637,0.737061328125,0.101018427734375,5.27559967610247,2.2084836646009864,4.323849029442544,0.3122388663020139,0.1037982349852614,5.734257755258888,-1.2740370363597362
+5638,0.998730859375,0.106504541015625,-0.8762163628144403,4.6456908108186905,5.497531012910204,0.4437554793847105,-0.0319802179187898,0.5762009430111064,0.6070753335708587
+5639,0.84926171875,0.093486572265625,0.5357354133103902,4.837164604463776,5.136433382027729,0.8031963253945802,0.344261421713279,-0.0404025780227586,0.1769549038085932
+5640,1.23877296875,0.145461826171875,2.220127539599654,3.642690690975771,4.670448113995355,0.6701096195908982,0.34918012610594,0.1330394936273984,-0.1460936513781832
+5641,0.792960625,0.1228356640625,-1.3875986734628711,6.170402732593652,5.627627806847904,0.9592162476593428,-0.3562512077585432,0.5223520557439776,1.7604284045566918
+5642,0.75736828125,0.113307275390625,5.763771021078077,0.408005514294444,4.955855288628312,0.3078224517018187,-0.9376898252755336,5.876779589608395,-1.9525476807095064
+5643,0.73881859375,0.103267607421875,1.182648483347202,5.386369969783912,5.591168376171628,0.1757389266194677,0.0315356128041763,0.0247609813684043,0.3132595699085495
+5644,0.95370921875,0.158803857421875,0.4710554951045418,3.967100987253911,4.780950781588223,0.5542062993966133,0.3425382713280255,-0.2170160596466302,0.5754407672863517
+5645,0.612832578125,0.0965494921875,-0.0172235913855996,4.004438746571725,4.949242238109868,0.8929851330736635,0.1056419070204127,0.2179204876377928,0.4137321419482028
+5646,0.72035984375,0.23852982421875,0.5497850863757988,-0.104571981755912,4.681791451094121,0.4119962577451692,4.0555298147957135,-0.8654469828124374,2.163744121962671
+5647,0.7505846875,0.148297314453125,-0.4164490541262026,5.760178589040179,5.729625446684717,0.4279368876176911,-0.3181081564620157,0.2465802818398762,0.266327142718192
+5648,0.88486015625,0.5154394921875,5.421314804857294,0.4316521547425047,5.06508842265491,5.277230682913198,0.7458466613647265,1.690057032895379,4.132275149036946
+5649,0.86369171875,0.18256123046875,0.6084243405212569,0.2866679649472095,4.938211361978739,0.0728815233021575,3.464231302315188,0.7993411261819371,-0.0796115526699207
+5650,1.006962734375,0.111796826171875,1.5581000989624518,5.280398850374853,5.273693561007921,0.6232471115832791,-0.1861963443575751,0.1046533382031065,-1.2110383242495224
+5651,0.670938203125,0.143270263671875,0.066506706846692,-0.1882470065219623,4.444328764184616,0.5130222133936612,3.831446260273293,-0.5553325431017726,0.2341386555168635
+5652,0.719511015625,0.106079677734375,1.6768976619350966,4.574072805570348,5.317106876442772,0.460109417815074,0.1769947621224096,0.3386454460162357,0.200024852236364
+5653,0.83730609375,0.087573193359375,5.878590524409661,1.3220376532520934,4.45087309678364,0.3920714914911357,-0.8879410303385981,5.430728639540955,-1.196966154196735
+5654,0.7927540625,0.17262236328125,1.369541136106941,3.982992309673024,5.023522859698044,1.061108782708655,1.9129763853711856,-0.738566952634025,0.4064277378119853
+5655,0.8960075,0.161423291015625,-0.3180570680722686,0.2951525265754583,4.008800167350019,0.5251495330698552,3.2296435623235387,0.1285523707899275,-0.1017880481985275
+5656,0.978643984375,0.16989791015625,0.5881613168960554,1.1184738604648197,5.071300442285704,1.0142815700094014,3.0849447354065243,1.0493955089114675,0.791990452163314
+5657,0.97517921875,0.099668798828125,2.6479420083336698,4.787448753858042,5.158277823987942,0.2203534231087501,-0.4003913009164694,0.9214187720301724,0.4353426935250397
+5658,0.876204765625,0.160113876953125,-0.4727124119201101,4.013876386748823,5.750627305856704,1.0974029199970985,-0.0797912572771194,0.2227670478630277,-0.5818756767599408
+5659,0.741870546875,0.0742323681640625,4.355707683397025,0.8379184505950082,4.855287869880148,0.3957283778869874,0.6594787308109087,5.943086180665163,1.8078264616020792
+5660,1.015205546875,0.12425490234375,0.494665569368396,4.896428231640232,5.221500737554516,0.4427421055943171,-0.0911040491295235,-0.2063174237492066,-0.4439179031750804
+5661,0.87085640625,0.091133583984375,0.9932869188659074,5.176730965376535,5.077652734842967,1.1864138855861794,-0.168964861782434,-0.164007046628765,-0.6387288350608087
+5662,0.824533125,0.143282265625,0.8500689087680762,4.491932867008848,5.678747014122322,0.4232115173144093,0.327978676417225,-0.9819549178389072,0.6545580207790125
+5663,1.34085171875,0.2040240625,-0.924632968172479,4.647143093099825,5.00004270917158,1.1505612099341758,-0.1918586773650476,0.3553391303143912,0.5561046617932253
+5664,1.019759453125,0.126932548828125,1.0697164154190577,4.610545419289089,5.6009290485241205,0.1366003047302882,-0.2382930595007456,-0.6342678143352241,1.1060323223411124
+5665,0.7474890625,0.088794990234375,4.574110193130636,-1.4065320644872663,4.955080123062661,0.4229217859093171,-0.933732373199598,5.371469700307876,1.6459198940670954
+5666,0.8537421875,0.18741423828125,0.1117238919857873,4.297482202659831,4.864301476244631,1.1055842693521534,1.0454319270504977,-0.7790796440177672,0.0049012116871673
+5667,0.81912453125,0.113705751953125,-0.0242973776410249,4.605719198686687,5.358313614363363,0.2126754522688498,-0.3963466594453244,0.5561357776393223,-1.4330783837067718
+5668,0.903250625,0.17649181640625,-0.274577669943852,4.525767309472996,5.16178418841876,0.8757156237812627,-0.0241501295801036,0.6996128313173473,-0.4562617141103011
+5669,0.75976921875,0.0930905078125,2.691081205688613,4.680650927890184,5.4128874797351605,0.3225369932869374,0.1150161544218367,-1.1078724745158648,1.2254459050951982
+5670,0.968852421875,0.126531083984375,-1.055096197378623,4.723899085373216,5.072919493807556,0.6213820719446622,3.050914296970059,0.0870020010734926,1.1652954350897582
+5671,0.952448046875,0.117379560546875,0.2108280458114492,4.556818642889706,5.6040036669438384,1.0175861530797892,-0.573786529987308,0.0683570371315694,-0.6683915909990781
+5672,1.128571640625,0.12789810546875,-0.6927488141978835,5.012074379934835,5.461678094195516,-0.1719525518924174,0.2815242044237879,0.0507175754206416,0.6586896713965712
+5673,0.66534890625,0.15256220703125,0.1260763571304712,5.076860088791528,5.732003432748128,0.6449645849994846,-0.2875389637657566,0.0932382788104289,-0.8350852653749071
+5674,0.949586796875,0.110460400390625,2.1273811212307807,5.448500569656697,5.042375621213033,0.6438099400892909,0.4660201618404425,-0.8162278866272794,0.3981974298971271
+5675,0.967755,0.1460493359375,0.270685437798634,0.8703764808232207,4.622564353841564,0.4264090027734432,2.1830419828532333,0.5050898171543461,-0.4463341751551253
+5676,0.814795390625,0.099536181640625,4.144055135584987,0.2918879603109685,4.859774405858514,0.8126062141852413,0.0669679031953923,5.891324980222893,1.938324419867954
+5677,0.81466578125,0.121405625,1.441958823452874,5.300381384501519,5.348531806479101,0.4803950890378897,0.0016701792326893,0.02377718966644,1.5635187778178286
+5678,0.822134765625,0.10577662109375,3.639507591190701,1.0977152295100658,4.577859191541321,0.1794156010811646,0.228443320733986,5.848547496787108,-1.5067608950456166
+5679,0.804807109375,0.0720149951171875,5.123952614839992,1.0199922435687545,4.309549930938288,0.1841904999543005,-0.1801907780358225,4.511137589350232,-0.4118820672092558
+5680,0.816302890625,0.09614921875,5.03159655637998,-0.3010402694131844,5.185783228016858,0.0608731943253425,0.0191939411237207,6.2738425427367845,2.6415198274341583
+5681,0.8584225,0.26874931640625,4.515551302504115,1.4426818793053062,5.406845044624315,3.3212375657849207,0.1307456163510766,0.2877604206922486,4.925423463659612
+5682,0.981393125,0.091665869140625,0.595151473005966,4.370296072992092,4.831999546424909,0.5632215219690546,0.1206857484687289,0.5667705508878226,-1.3065963274727186
+5683,1.39800984375,0.14589810546875,0.5545351113726202,4.61977315894474,5.6549584592066,0.5540075480556571,-0.1154779046941419,0.2434926211804579,0.3068536909079332
+5684,1.32857640625,0.170338984375,-1.1246293052494372,5.071508334378621,5.119224854554895,0.645136312667834,3.077605908852425,0.3556162000106279,-1.395717337413652
+5685,1.104444765625,0.16976947265625,-0.9580277057434894,4.786220763080991,5.6987501275418495,0.388752559692387,0.0232867672120954,0.4220718834330924,-0.2691661929371793
+5686,0.852710546875,0.21871564453125,-0.0366378470504054,4.7811556794964165,5.480755797380894,0.9707561039318636,0.5950954434130755,0.0415820184310156,-0.8884595809230755
+5687,1.111855,0.5899698828125,2.5183878442976835,0.4582901131543334,4.823169098919388,5.112606484900961,-0.1566029653912638,0.6121835546969392,3.381911851017229
+5688,0.704995390625,0.163651474609375,1.854272272379508,5.313074341787774,5.454103868696753,0.3930547572355992,0.1084403309460481,-0.3454788725417643,-0.3662951805244439
+5689,0.74554453125,0.13187857421875,1.927394426254205,4.451671953057415,5.844648122515037,0.8651905690911135,0.6300059556549932,-0.0690051551103805,-0.543828491414376
+5690,0.834565234375,0.082779599609375,4.993969138291241,1.2787962171827478,4.456139482107123,-0.051632237340685,0.6934261885296735,5.859909377912196,2.448597059296293
+5691,1.0118615625,0.1731234375,-0.7156036398531898,0.2675065602036138,3.928970776354049,0.2289237028906951,3.146342866753567,0.1356422441996717,1.0064866422483556
+5692,0.845656171875,0.1435979296875,5.142997456675117,1.8968964735196,5.020962340829917,1.2581575030020524,-0.7103051274692586,5.669813925290088,-1.4221019327343656
+5693,1.005806875,0.12660849609375,1.4896762434715196,4.527004844809973,5.69648246503221,0.944935043673151,-0.2217620097027679,-0.0901402761391373,-1.1858613148192754
+5694,0.953677265625,0.12528408203125,1.6934492602163866,5.362251685626321,5.642368620197552,0.5886029019444319,-0.426332710937272,0.0740740640048731,1.536168949234891
+5695,0.757839140625,0.16621029296875,0.5362686129484329,4.857649497026589,5.607050113614207,0.8609486036891967,0.1722415096578941,-0.524405015444857,0.0477040085021876
+5696,0.7544265625,0.0806312353515625,-0.2075452350929968,4.819195115295234,5.116998645279475,0.7587426394670376,-0.050849666543693,-0.0172857992757912,0.0273917917203203
+5697,0.871583046875,0.111143916015625,0.4607047750273542,2.891052371323115,5.6526415751760375,0.6826836698124948,0.2799771150087367,0.0005146148534329,0.6055031617448529
+5698,0.769305703125,0.09842,4.241691673645492,0.921797205803428,5.114734151219583,0.4079292287706208,-0.0832568081041036,5.421784293042765,0.0716543684954006
+5699,0.902678203125,0.18807373046875,1.4181793962319154,5.069372261985442,4.756470635960846,0.6577111434182706,3.1865262783370056,-0.630348403981905,-0.7029106756180048
+5700,1.074161484375,0.429455625,3.264548151341696,2.076452403359832,4.930986672864909,5.30967332349586,0.2108153377801057,0.4855977720848748,3.213863481240681
+5701,0.822588671875,0.127183388671875,4.799998915751003,1.5960397525428442,4.411001258459894,0.4762790000876364,-0.5562485935433517,5.710387837049447,-1.0065785909079257
+5702,0.799305390625,0.142243505859375,0.0626456808306876,5.580438481732405,5.236562134043901,1.5014920910766247,0.3489481938665258,-0.4411620872145305,-0.3650290854695694
+5703,0.95526109375,0.14715111328125,-0.6185629916955709,5.228202872941928,4.697141179786032,0.0394089510166581,2.632268655463743,0.0396540956613386,1.336860948804185
+5704,0.948676640625,0.138486279296875,3.969876949728456,1.2990141639918171,5.1265805980649874,0.5545614869654001,-0.3042523602439984,5.765365644420931,-0.2245060673283562
+5705,1.833004375,0.565594296875,4.125246953290879,-0.0797283848006598,4.801328380030572,5.343164394796304,0.5245875674393381,1.1662217540329936,4.119478701561307
+5706,0.973871484375,0.1443000390625,0.3448816132628052,0.5734151416233806,4.756937423998484,0.7947547607076122,3.225122908279692,0.2501239753941934,-0.2598714142204
+5707,0.79703703125,0.17241771484375,-0.1210706528778224,4.473204874110792,5.339899118805886,0.8664008524594592,-0.0136411735590764,0.4589025204473158,-0.4058375089161271
+5708,1.4538859375,0.3449928125,5.309298901550848,2.4540624863741503,5.053928973905039,5.273887379529097,0.1465820327950504,0.1523498228889095,4.7713915139928735
+5709,0.6508201171875,0.087466376953125,-0.0525285101623099,5.099270625809727,5.170270562383665,0.332854099985405,-0.011697657017995,-0.1155651607177554,0.2084808626186759
+5710,0.756299296875,0.095678134765625,5.227819989221777,1.8110649892093933,4.622472322478121,0.3774476650951138,-0.404046726990885,5.351231787512583,-0.5207251651568292
+5711,0.823807734375,0.08696228515625,0.6349829601461847,4.869802800617052,5.112581188590865,0.8052602515142783,-0.3602521885560244,0.2166572936091706,-0.3710818293098197
+5712,0.72792046875,0.101110244140625,5.9430957954052,2.004297120748274,4.700596550177277,0.7883864428593105,-0.8370704322710107,5.43465922454179,2.1602190477791687
+5713,0.988169609375,0.132861533203125,3.1556648734151005,3.681064071814626,5.105805263610276,0.9254108746749958,-0.0471501516862342,0.4199989242644653,-1.36380802523113
+5714,1.4276096875,0.5513613671875,3.516142867600822,-1.1733677192502077,4.6517245223157655,4.897999651917703,0.1384591248418566,0.3991121043501023,2.798734627118687
+5715,0.806765703125,0.093655205078125,2.8447592737277096,1.549098453247911,4.399471282373799,0.3482328900061437,0.6294514830009633,5.7280383973040845,0.0653543155425744
+5716,0.76213234375,0.1614658984375,0.3184454254686917,0.3010681302202769,4.2957251763109126,0.399641842059837,3.331968245471395,0.0252842623811678,-0.0134745406165895
+5717,0.8597803125,0.19102142578125,-0.1592533142996727,0.6915182082765285,4.454402613738529,0.599066150515056,4.341508628264412,0.200212630844395,0.9044105556943752
+5718,1.11301296875,0.12431130859375,0.2576884175768492,4.6658205560902015,5.517403128582769,1.1439460313764491,-0.5290095703333313,-0.0184635271562585,-1.2502137259318833
+5719,1.5177603125,0.1909308203125,3.210474513553044,1.4650461229042837,4.1336206508615065,0.8079702147829056,0.1535752491512533,5.335478448466245,1.2560383954170693
+5720,0.701395625,0.2054969140625,-0.2040396803461908,4.2320759720014935,5.236408202920503,0.4799648025178917,3.3955370101957407,-1.3047958642160389,0.9428815889597438
+5721,0.833448984375,0.130874609375,0.4543217811573834,4.314357272481298,5.457401124280662,0.1850380008796531,0.3096454767652205,-0.3347637987139559,-1.002446212453055
+5722,1.16549421875,0.158657431640625,1.145134563653525,5.283713171743778,5.774217129748434,2.1029911337415013,0.1623153125394105,-0.2698939612884292,1.5655203974843412
+5723,0.895291875,0.09103216796875,4.596062780823438,1.9028501013893533,4.973840104139033,-0.2721818170297647,-0.1097818350438733,6.204236495683445,1.9400858595794055
+5724,1.832219375,0.25764806640625,3.2548701557486823,0.0498314645008518,4.239277846231017,4.616043472797769,0.9927949953131684,0.8969747388077713,3.223217127386809
+5725,0.984644140625,0.143238466796875,1.2754209203560374,4.251311642264012,5.386897406496591,-0.0808075047247114,2.9548369133262598,-0.7209907331708005,0.9018334898053632
+5726,0.99499765625,0.092606826171875,1.5207772693953616,4.383425803305628,5.133080241696857,1.8204996133427176,0.2701896711015004,0.2690518882859704,0.0095965081814996
+5727,0.73088484375,0.10578142578125,0.476958880783024,5.300699936023922,5.640894976580631,0.7780705586038575,0.054472536759313,0.1932003901164082,0.3701474905492983
+5728,0.947992265625,0.158349580078125,-0.248983898566905,4.241122434036726,5.419957350364413,0.8857480971080782,0.9594487957252638,0.4919771248811034,0.6848212611492271
+5729,0.28503326171875,0.11280919921875,5.22895750476301,1.7372599946478708,4.771083212999892,1.5167910357928782,-0.3075595875722505,5.467929124361169,-0.1494237073334236
+5730,0.770662421875,0.08474671875,3.5127542107811203,1.6354496025267071,4.663310839386405,0.4713571229005017,-0.1132786581840904,5.782632966100212,-1.094460227474589
+5731,0.9825890625,0.126358251953125,2.557013622288544,4.707861740593517,5.256488698826727,0.4881866989244193,0.2762144909429464,0.4943049876264786,-1.1352141900154522
+5732,0.868856953125,0.12102576171875,5.328936173504815,0.6542007613883596,5.24089584035612,-0.0173623730050951,1.1373734993186897,5.740313875081447,1.4885215466960326
+5733,0.874848828125,0.08427083984375,3.704184592222029,2.1527435664137786,4.643258163285868,0.4331750660260391,-0.0651971854005108,5.372609481243937,-0.1393470753033653
+5734,1.126828671875,0.4267326953125,3.4007624552019853,0.5714811106606092,3.918028042982639,5.189287714004347,1.3590487900907042,0.6002292868204626,3.9081101596671775
+5735,0.7415203125,0.13889375,0.8395047913270888,4.711401871038108,5.754450388235944,0.2646362512886199,-0.3552385105371427,0.6869823837660824,1.1427890327662211
+5736,1.41510546875,0.3986205078125,4.421260631574616,1.9257284366181944,5.655640962319736,4.926850576744358,-0.6878394870996289,1.2754816810901497,5.220947374234275
+5737,0.832741953125,0.17812888671875,4.225754636040169,2.028320792885705,5.348917324670435,0.3350780905554272,1.07140464291325,6.070977677496255,-1.0074036499025572
+5738,0.634815703125,0.1378315625,5.504865893830691,2.159971424634381,5.0469528960271495,1.0663540901410289,-0.2334153847319019,6.494833442477008,1.1882358629700198
+5739,0.669219921875,0.10436818359375,-0.5342135472787434,5.231000916500739,5.278452595248963,1.0666442895709354,0.2828438050841541,0.5407799535856808,-1.033305201083335
+5740,0.877516640625,0.250343828125,4.198572556275738,4.901242390809164,5.523242277039319,1.0410935144077538,-0.3903316272427283,-0.3208154249141949,0.6791186876370343
+5741,1.062444296875,0.1749507421875,1.402329051368385,4.644247948691121,5.288436649768621,0.2736790455917071,-0.6967371781067966,0.1515325643727843,-1.025950189548181
+5742,0.919901953125,0.09302330078125,5.661095371917397,2.019197128363542,4.520361086875034,0.5606280966556689,0.5018759236367378,5.494354009206771,1.090235841873653
+5743,1.265282265625,0.5308641015625,3.417876208566492,-0.5779074378571734,4.666935349181711,5.02291328179852,1.6392339491952823,0.2921080039643271,3.168086077148959
+5744,1.121295078125,0.3385860546875,3.8220095777630223,0.7947422864382105,5.111404734938076,5.145591176285404,3.5752517941121766,0.5532636626871538,3.700979932805711
+5745,1.231609296875,0.111371357421875,-0.8591534409869467,5.276120040324149,5.683846606780766,0.6031608465603164,-0.0925027060156626,0.4899163854467647,-0.2354555491164536
+5746,0.8259109375,0.5172651171875,2.8758269468730377,1.891911305566477,4.408531772952863,5.040213784383101,0.2044723876993356,0.7258435531002395,3.284060928604258
+5747,1.258837578125,0.1457684765625,-0.6133858241275879,4.620249767408897,5.260208838032438,0.4329510619179331,3.817808429860554,-0.7307765794551935,0.4510564124198816
+5748,0.845721328125,0.16697841796875,0.8330488817657179,0.3615055544519625,4.861018347837826,0.4610448566677506,4.047173654343163,-0.7768147200387078,-0.3093422370737733
+5749,0.542879296875,0.09805693359375,0.1200009258113703,5.110678560307825,5.011275390606543,1.5207459376749823,-0.0505813724185881,0.3258363860480369,1.4293242738430156
+5750,0.887036796875,0.127064580078125,-0.6085018614297781,5.025365186887078,5.318259982436844,0.0132751386916499,-0.0856548234628642,0.0951267746660311,0.4154411435901404
+5751,0.706567734375,0.15032744140625,-0.1990657963051389,4.816795662211126,5.402653909501932,0.4383877924838883,-0.0394245082789708,-0.0941095300085983,-0.8674773516371862
+5752,0.978650390625,0.13010587890625,1.285854189910558,5.511032205638213,5.474488633440958,0.5121307422718409,-0.1834254859255632,0.3676257120368694,-0.9472348955590456
+5753,0.75565640625,0.1543319140625,2.37228235701166,4.329781579972362,5.411287887842721,1.1913197973396734,-0.0192432212799178,0.22401683153584,0.6648350313273956
+5754,0.596650546875,0.13453521484375,-0.4655218922827489,4.417631339901182,5.640318013990876,0.3898967426741459,-0.358384797468214,0.4078051761932385,-0.1775054337950936
+5755,1.360905625,0.62989171875,4.687393439999878,2.751828716112562,4.818839311201302,5.7290903703869605,0.4464048993624686,0.1329699867960087,4.372554356254337
+5756,0.9689040625,0.141402763671875,1.2048422094460078,5.634206031222387,5.684416761199316,0.4479747768167847,-0.3064008991471668,0.4321899068296963,-0.1592259562316252
+5757,1.09807390625,0.106958818359375,0.9309418520484352,4.753389011143735,5.411475256994208,1.226737550855271,0.0523956421106508,0.4395365532867477,1.3840527382168015
+5758,0.956168828125,0.12676931640625,4.779895532099698,0.1420612951608308,4.934448832923286,0.6487182598909724,-0.5989969117647463,5.693906488789359,-1.6820350020445594
+5759,1.40525765625,0.103804697265625,2.0675376306044284,4.101425737287877,5.159767854109165,0.9257540299251948,0.5072809644515506,0.6985162159108498,0.3257604383358284
+5760,0.8146096875,0.09848720703125,0.0340894489990162,4.579013683443448,5.039782266451907,0.9599063605816632,0.0638173423143566,0.1379007955933811,-1.1721084048879151
+5761,0.55208015625,0.137965390625,4.592241831087324,1.3579554465167167,4.962842910644228,1.0751276243376056,-0.3980906407499137,5.583957027867043,0.096228307940664
+5762,0.774314140625,0.11947630859375,0.8117896096788435,4.990171241824059,5.4588868677076565,0.6335011402845979,0.0249528508051291,-0.0581450240654515,-0.73886404660231
+5763,0.93311828125,0.448522109375,3.8077241308404335,1.5534513924418918,4.532133367143169,5.032455321724251,0.0330739782164761,-0.0795514001235381,3.867014450759753
+5764,0.954112578125,0.152121142578125,-0.3817323243326351,5.5314859465943815,5.788211510970007,0.9296663311636733,-0.0598219186438663,0.4264904549071415,0.4154119158426236
+5765,0.893301328125,0.1114331640625,0.922494129738073,4.828696858217635,5.543929376971353,0.3117092997840928,0.2468627422025338,0.0920299886545283,-0.5202906328514421
+5766,1.157553984375,0.162348046875,0.1165781377217305,4.563656279912075,5.527387104569706,-0.3325082409900912,-0.1075908245250271,0.500658257177637,-0.3402370591504831
+5767,0.94185828125,0.132504482421875,1.2953633554912316,5.120013125473833,5.638972892418138,0.7938159822421533,-0.3681855516285829,-0.6301455217145444,-0.1950174708962112
+5768,0.75388125,0.12432451171875,1.0721285919862726,4.924787879590002,5.576968976092817,1.2280129848363126,-0.4778879770684111,0.6422798561435135,-0.5694977065780276
+5769,0.894219453125,0.15802732421875,1.8101523064480467,4.278774373164638,5.239770203830426,0.7387411628535153,2.911857415899954,1.037371629133744,-0.8284636676325956
+5770,0.9005328125,0.09859642578125,0.9412598356939724,4.788065994822812,5.436089605674903,0.2902725480211671,-0.1282530941602068,-0.0141243583642801,0.3008088090501897
+5771,0.8644340625,0.11016275390625,0.4946546872076323,5.0946534122435,5.344901794569203,0.8886859201117043,-0.0796711210278227,0.3607139065051604,1.2838274816348123
+5772,1.02382765625,0.096076611328125,0.1402602984637589,3.705541000582439,4.845005257086489,0.3829047872884019,-0.2503242276860121,0.3931336353139618,0.1946012797377753
+5773,1.31323546875,0.51920875,2.7139278704715077,0.7139590422179153,4.610418448657182,5.425537171448448,2.2437695817826167,-0.319750218531136,2.803098317634142
+5774,0.834887109375,0.12035484375,1.1732511029222803,4.46884344633659,5.281480843185939,0.29033250068962,0.0448295012312669,-0.0473302568393497,-0.2816269650813198
+5775,0.70212953125,0.0973128125,4.926484751953282,2.167069737611216,4.678651973684274,0.3241499677872039,-0.4558832143277047,5.319270097590855,-0.1392765880604872
+5776,1.34347515625,0.5862362890625,1.9334964320526584,1.4299571396588375,3.9325961045804663,5.330737177416006,0.1269912592795443,0.2317997401050885,3.0636890629602864
+5777,0.8070184375,0.137733154296875,0.7227110148689974,4.27180611339074,5.381956789722325,1.0917571243556587,0.2804530274146931,0.042519458918279,0.3236957112441295
+5778,0.977537578125,0.15613220703125,0.8908966843678321,4.88791909849134,5.479671317116769,0.0228914335887968,0.1468377291202734,-0.2970655044542492,1.2143435588855032
+5779,0.786633203125,0.157510048828125,-0.0717527886301262,0.6056151044522469,4.390051855464384,0.2417365539158814,3.905809371956724,1.1226186018740212,0.1737090066441847
+5780,0.7338684375,0.115102177734375,4.082849624755312,0.0933182699106656,5.0776410583107925,0.4187548787430883,-0.1384052332949465,5.253681372749486,-1.3969408723525931
+5781,0.676229609375,0.099518779296875,4.765648017033728,1.3395892433635974,4.5379575242970045,0.5272081325792453,-0.650820478563385,4.943230153498504,1.035165275051375
+5782,1.05122171875,0.6232076953125,2.4553626237723187,1.5070472520251506,4.699535053599679,5.022595548707443,-0.0083694596792045,0.3257824969413292,3.6327826110299344
+5783,0.73568984375,0.14440865234375,0.3856944927410093,4.779653520003421,5.21976330236123,0.741271580734621,-0.0892095923460667,-0.180569569090729,0.023408892931715
+5784,0.4710594921875,0.0965896875,1.0114632718645316,5.119240213709853,5.5666832655869545,1.2238017401843746,-0.5035970766783169,0.2352137980436655,0.6145705029379561
+5785,1.022032421875,0.1160575390625,0.447477168830679,4.579374441949068,5.77845720375356,0.6706699413390685,0.1309552445215585,0.0048727908019437,-1.030472970881093
+5786,0.925819921875,0.096076611328125,0.4996738728898429,5.382461376413929,5.580153764378108,0.979539213662194,-0.07667458486954,0.5012722088392625,0.6047167932339741
+5787,1.6282575,0.5997449609375,3.2224209932814314,1.145601815527797,4.807382529177857,5.035266878322517,1.9993685622039048,-0.2671905039320237,4.528515672799731
+5788,0.923361640625,0.17984755859375,0.1489741900631315,4.56106635226856,5.156095917206561,0.381598472009913,0.3488590286654672,-0.1167669820578279,0.3284263652473753
+5789,0.743072421875,0.083791962890625,4.397075704231719,-1.1495926541832953,4.7590523920249685,0.5818195689152689,-0.9760068209244592,5.683184675896943,-0.4275738320861913
+5790,1.09485625,0.142502744140625,1.6889546788159182,5.159441971332505,5.589375495220077,0.068558398040061,-0.3546094356894251,-0.9116596048253068,-0.7353439202349618
+5791,1.014375234375,0.082121279296875,1.3324047864133812,5.196906629009821,5.243239027950152,0.1808375406347255,-0.0974519918624062,0.119135287907943,0.3516048940440096
+5792,1.27445984375,0.19631662109375,0.917615778498162,4.641077586066015,5.620332965713831,0.9959561260939724,0.0019964382521554,0.7591737262992841,-0.634037887338516
+5793,0.8798840625,0.09921453125,3.790884558403429,0.8019202960741725,5.309546660989483,0.6632633824171544,0.1643424494201397,5.304272286735241,-0.9439615186228104
+5794,1.41595875,0.25512529296875,5.802418431714762,1.304667683724209,5.6288048581081895,0.3237371769291229,0.2403875378189923,6.393989045529597,2.412188658805128
+5795,0.5349190625,0.15122939453125,-1.2047322229188464,4.998139423308137,5.590573671721936,1.2583566388759229,-0.0686811200680537,0.2287019121531562,-0.6534645893396827
+5796,0.9653559375,0.17792484375,0.0245278871294614,-0.4531229155321396,4.123897446823055,0.3557621377825406,3.069388240961446,-0.3118879680014229,-0.6853689925913433
+5797,0.878318125,0.10998751953125,1.2881916119818215,4.945644133305917,5.489926407682105,0.5106693605465045,-0.4719331059480495,-0.1545191498503533,1.0217715885084977
+5798,0.6396230859375,0.117466572265625,4.306654516921062,-0.1397951627407621,5.115637057919329,0.7627220398745336,-0.3837559389206135,5.578950975253916,-1.7684593605304728
+5799,1.395758125,0.4579906640625,3.2489357180329868,1.7585246148539402,5.127546889861361,5.623766533399288,2.1863404171321688,0.0526455507396845,4.706619481559769
+5800,0.726537265625,0.0813207470703125,5.130001371334815,-0.4031892518217497,4.717955094547363,0.4859607795972801,-0.5189178998791801,4.946806622527877,1.4580801945064494
+5801,0.9859140625,0.105864833984375,0.5301098525420254,4.809043686351023,5.169597590675028,0.4100614315444862,0.2212512652063254,0.3453855714396542,1.2316906877189877
+5802,0.744725,0.10922240234375,4.915961185456707,-1.8823469256124004,4.826399697348956,0.4814032688026678,0.286581111170068,5.556608981161966,1.9458939924078704
+5803,0.783584453125,0.17096427734375,0.5032258534440817,0.4453042227885153,4.620721905122667,0.4272046109821407,3.5370021723638883,0.1598842973528794,-0.8420841100444032
+5804,0.748345546875,0.19092841796875,4.21238597233943,1.718841982636646,5.446536018051819,0.524994233056379,0.516408915348195,6.257101573284436,1.592492182642013
+5805,0.72277984375,0.1643841796875,-0.4937261628858438,-0.4354879362744108,4.586535167580136,0.408352150448912,2.958460532981945,-0.7574481992708118,-0.1608781695476394
+5806,0.820269296875,0.1522231640625,1.213727935126044,4.753977812809704,5.474131134096853,0.8174618840441906,0.2907675783041811,0.7515020116822027,-0.4481626675045953
+5807,1.069029765625,0.130878203125,-0.2979071032733107,4.679736872971944,5.404716323001376,0.563704830999941,0.0201068860123978,0.1708351033860777,0.795836485571286
+5808,0.668123203125,0.1045758203125,4.49703047050363,1.0096019502050504,4.552739150276218,0.7632455943606381,-0.1752451659801383,5.5023993728264,-0.5898395428330416
+5809,1.09428390625,0.118721982421875,0.7109490456450244,4.975829956251198,5.23029338331361,1.2856245259028145,0.038476249626485,0.1695902428420859,0.1426345051467778
+5810,0.765556484375,0.096514677734375,4.551060179514458,-0.4744023322230816,4.590458736986428,0.300953938065556,0.013990548366132,5.613642541690007,-1.4710249727963325
+5811,0.77971546875,0.19239857421875,0.1811165737635552,-0.1424357752081573,4.462061084596215,0.0575322392788003,3.3792118720680797,-0.922291572039913,0.2706087069853067
+5812,0.936987109375,0.142278896484375,1.7866602619268814,5.230413376699069,5.72403751493789,1.0604319030434524,-0.3324876392549333,0.6359884913774432,-0.3376872370158926
+5813,1.021005390625,0.0961726171875,0.9586130283064862,4.37769271037474,5.240546959992893,1.0231850258173316,-0.1910019052007503,-0.7147206595725194,-0.6638033450123736
+5814,1.83681078125,0.6425596484375,3.369746864098712,-1.1783099296589137,4.697710632286453,5.4599463558862125,0.5132667741259354,-0.3599113290413714,3.2681153159011123
+5815,0.916816171875,0.1856001171875,-1.2856212531992963,4.5797718490538655,5.573196115207863,0.7375410702932917,-0.2447185142983705,-0.2889943427149668,1.599924425913566
+5816,0.8473325,0.095781962890625,5.239705449801159,1.2514087880491809,5.158976014618609,-0.5759747495539078,-0.0354887195108151,5.94406014364371,2.086288354792066
+5817,1.0199996875,0.11678365234375,3.7712424796994433,0.3072447523559578,5.479930078835037,1.0206747532093243,0.3774294409042134,5.863205499725916,2.9382930648806758
+5818,0.872641328125,0.136217890625,-0.0799845088252034,4.748381518751392,5.189550764371994,1.5904188276789664,0.1465477774563836,-0.0439468682523298,-0.1555765416811591
+5819,1.09910640625,0.156230625,1.3714563796850394,5.08953732730398,5.6902197428718,0.3037372419602819,0.0841051663415905,-0.2402586117235383,-1.1811344766990748
+5820,1.57556015625,0.5469519140625,3.995642187592863,1.7047480453035055,5.165912332220951,5.44034667627481,0.5308779240505719,0.1201112119482443,4.76058550912113
+5821,0.987561875,0.2227851171875,0.5488255460391532,4.394002484656265,5.914711199141079,1.0155063612494275,-0.3235701574698811,0.8100273641956762,0.3777136183200065
+5822,0.7659503125,0.111676201171875,0.2751047359129061,4.504572281704309,5.013219250811459,0.7437124315345218,0.2929239239515699,0.1755961934055357,-0.5029498462431156
+5823,0.9556315625,0.120689111328125,2.1618928849623407,4.755348971761777,5.427315410784111,0.2203427665660279,-0.0307211780989375,-0.6227657479285164,-0.7874713450449373
+5824,1.37637171875,0.527895,3.697820445977671,1.8702911692532933,4.753884534755475,5.236721692174214,0.1362711245534939,-0.0561422511530558,3.548513170771992
+5825,1.37366984375,0.17945150390625,-0.1259654352232367,4.994187423867545,5.667143961983837,0.7861645407177766,0.1348369589967637,-0.3278451871276597,-1.3728896102239996
+5826,0.852306953125,0.0772676708984375,4.475963899122344,1.6736313835770715,4.930201899939731,0.3922958032608118,-0.5832257285914347,5.119471188064703,1.706228268097595
+5827,1.167547265625,0.18360119140625,1.3591980537670054,4.555581234526772,5.715388001442989,0.8292797119718498,0.1639524633164565,-0.6577207928029781,-0.6994198440318636
+5828,1.159675546875,0.154191484375,1.878417035796729,5.285280326545579,5.689502103331504,1.161787037631102,0.303704481587209,0.185159880393099,-0.807127765966122
+5829,0.717273828125,0.17087185546875,1.950468117864246,4.565871196799955,5.152276844331343,0.8412839478797517,0.2657138287664939,0.7763578503669577,-0.2919268400037218
+5830,0.835280859375,0.13969126953125,1.6235195492219527,4.823208228390451,5.583847329890941,0.3905909068717454,-0.0689681581441338,-0.0713384668163894,0.2208306747173496
+5831,1.019258671875,0.104404794921875,4.409519079527909,-0.7020495651416621,5.186002860312215,0.4662538878993636,-0.7311081810563314,5.537903178673342,0.4165836404889101
+5832,2.6214453125,0.2826639453125,5.39465212047581,2.3382743756342808,5.854597197857172,1.0980962679239934,-0.4649173055920518,6.929315646797506,2.1646710909172127
+5833,1.0468228125,0.134609033203125,-0.2025546536107822,4.167275334892944,5.14284550811242,0.698609669153576,2.522607925155393,-0.7754217749607942,-0.009774653665268
+5834,0.788740078125,0.155517099609375,0.2858458673406864,4.490338839723659,5.216505671907448,0.0648928710127729,-0.1542034053310769,0.516076604996404,0.6401844760483127
+5835,1.30999203125,0.421134296875,2.584343592943805,1.4422307501620415,4.5763602567504025,4.935809750938875,1.5964350369292384,-0.5289819231719979,2.896230236566123
+5836,0.845629140625,0.150942548828125,0.9741684391484275,4.399694680935553,5.198309220165013,0.3915850785669514,-0.0961006074042553,-0.4393718461390064,-0.8105519694489548
+5837,0.6048102734375,0.1755478515625,-0.9032805683094164,4.514999193207719,5.175568121609944,0.0159375889596525,-0.1835203610943234,0.0885875205809429,0.3399406755344998
+5838,0.84586046875,0.158145546875,-0.2463894375283056,0.6177696700529057,3.509334890527084,0.2926964226197609,4.007367929800748,0.1443645920339211,0.4235613468810063
+5839,0.93962703125,0.1355523828125,0.6226543623855622,4.411307589632425,5.958467697119029,0.8728739209728684,-0.0628507462727207,0.8033391213137338,-0.8463068557329205
+5840,1.1008028125,0.40036265625,3.6699327471894665,0.709639327921091,4.652400394047935,5.318522441383624,-0.1631601479310331,-0.12305358518913,4.139671542961539
+5841,0.8877696875,0.18579095703125,-0.6227382430400152,-0.0840399180561367,4.6021679776609705,0.5028497295658299,1.8149668591543773,-0.1430685575717186,0.2908441664948962
+5842,1.256667734375,0.188221953125,-0.2058641080083804,4.81032439075002,5.464320079118477,1.7816540597050503,0.9601705589294762,0.0935898212541136,0.6535198300570466
+5843,42.954485,15.4609975,12.946668062243972,13.844390741409365,13.710922000235366,-8.83388307167118,-12.358700569084297,-9.640774862488367,-11.085436660737663
+5844,0.776882890625,0.110663232421875,3.817870409501805,0.3873754053027132,5.024157925748978,0.4256776909367542,-0.0872070702001979,5.112435087097922,1.2747847713612204
+5845,1.04071828125,0.08616955078125,4.6884012510770585,0.8656220474142234,5.17088496702031,-0.2013843566435961,0.4411793377409457,5.267597477139283,1.09769938818578
+5846,0.801350234375,0.11202486328125,4.401098641769988,-1.7960405190455444,4.798292795239937,0.3748926718362743,-0.2368249172791867,5.6056322190450025,1.522663667975696
+5847,0.868328046875,0.11269517578125,0.8788889704736922,5.483671419678684,5.565984714051554,0.7780322377212094,0.2756667449448527,0.2618616637456946,0.5271953630977606
+5848,0.843747421875,0.15917712890625,-0.7057220912952566,4.010837011142168,5.53666917733404,1.1338575062529055,-0.272519602307849,0.4368470572396163,-0.4273495840163168
+5849,0.7711240625,0.104354990234375,-0.4443110513599444,5.17246777063725,4.900176223338749,1.136138497782488,-0.0709794354703364,0.4469812967400319,-0.043255874699199
+5850,1.300013671875,0.5921,3.984561322061217,-0.1489210165363613,4.788981871078555,5.491307154596424,-0.3415797987622117,-1.2142233332128154,4.208125467917118
+5851,0.92429921875,0.118496943359375,1.1679158491157482,4.870371299403257,5.455117585121235,1.098109132001667,-0.0942133254447823,-0.1228225086100931,-0.1971235301477245
+5852,0.9074921875,0.13928080078125,1.2440273434100078,4.7517194924584745,5.761540572317061,0.2339978358133798,0.2589623700453907,-0.2582605273656301,-0.2681657856480175
+5853,1.128173828125,0.112440732421875,0.0924260061183979,5.000770570703047,5.445641503776022,0.9259723673715194,-0.1241320916125898,0.1201880273582101,0.2387913322873879
+5854,1.37200640625,0.60986078125,3.548195087058703,-0.0779511152256815,4.8995686544202375,5.513449930885857,0.1777418953024564,0.0360142025925343,3.977370396882044
+5855,1.02673125,0.12456095703125,1.1392507561323328,4.454073234102743,5.438193290130713,0.1306784573688559,-0.1667973491604167,0.1959222679511175,-0.2255439519813786
+5856,0.841948828125,0.0796638720703125,5.507773052936915,1.9817556659925923,4.97287043699115,-0.2156858366006857,0.492361274418567,5.418455716972932,2.201831618259006
+5857,0.9626184375,0.1646404296875,0.4859341755671221,4.880814705875981,5.592223486040353,0.3124030515770346,0.134429761072735,-0.5589095539635668,-1.1100298213182418
+5858,1.023888984375,0.124596962890625,0.3384248309305259,0.3978020050088236,4.221226436970428,0.4866478905510965,2.773961783453037,-0.0822476896908958,0.2103454052960025
+5859,0.907473125,0.16833525390625,0.2127776780605363,4.236180363752932,5.497027824160056,0.6422647855446372,-0.7653246009352648,0.4431064387528272,0.3154778577493604
+5860,1.15573671875,0.0593636865234375,1.5157970791213662,4.0430472690466015,5.170034557936617,1.7625425517463629,-0.1111766450315879,0.3403314154499445,-0.534838855278368
+5861,1.133030234375,0.08218369140625,0.3814607892914138,5.1378607944803925,5.656141113033802,0.934418851466166,-0.5418363162205845,0.5704827626454474,0.9403742481543812
+5862,0.887113203125,0.10282712890625,5.092541008363162,1.5868459633034526,4.924762607025325,0.3854622641427956,0.0626404988265354,6.024743152454665,-1.2527578662792207
+5863,0.6652353125,0.16639873046875,-0.3081926496060206,4.316995253507194,5.208855779588388,0.3305142013723276,-0.3318694378371318,0.4176540949709841,-0.3171818920460564
+5864,1.113385859375,0.6220494921875,2.97321261060146,1.1711626692812065,5.0356592611083,5.1836928622998455,1.146583006998456,0.1031108392970291,3.862050714308418
+5865,1.33956640625,0.0816856103515625,1.371617123879555,4.475142620859684,4.951395609850988,0.276637999256109,0.6186046789279487,1.3216197169579895,-0.6136548134069848
+5866,0.91579765625,0.124427724609375,-0.8736933427624891,5.2480984145195855,5.2462513305346485,0.5928395132797117,0.2167905338605601,0.0424276749784829,-0.3666589803835193
+5867,0.929516171875,0.138138212890625,-1.2285536755057131,4.6418578598731735,5.574553706098329,0.2780172134292638,0.2244754792876118,0.3761037781333446,-0.7699556328608554
+5868,0.85754109375,0.12650828125,3.189453538706093,3.624729498272953,4.976580638152994,0.2470201764375013,-0.2535481731441771,0.0300239818696969,-0.3030236367172642
+5869,0.946190390625,0.115881708984375,0.6402053913011743,4.686826909100238,5.362724369393621,0.4721863440932694,-0.360830144766731,-0.0068619360445692,1.029621226157849
+5870,1.023298125,0.120225234375,0.0718822898000701,4.171279984638524,5.518397433275012,-0.0920950711302039,-0.0115949886513065,0.6757826740181438,-1.6277610919848904
+5871,0.975944140625,0.19160953125,-0.2507294407991391,5.1534365583854616,5.016071987036619,0.5322601330792615,2.832500082988408,0.7939552500330522,1.6069833043655
+5872,1.4142396875,0.10919599609375,0.8626506155898755,4.528011437127412,5.455930849059833,1.0853384841971012,0.4353497100467108,0.3061465572965259,0.0471957140067605
+5873,0.89031234375,0.0686142333984375,0.4698824250157205,5.109523666043142,5.103271511035068,0.3480275987768093,-0.3042255347696363,0.0866594455731053,-1.3002535639855446
+5874,0.88265515625,0.123585791015625,0.5292358871383861,3.873056501486667,4.989647200117118,0.6810571448103037,-0.118696519244756,0.17361440170959,-0.2870366353160267
+5875,1.50434734375,0.18291466796875,5.493707125248457,2.90384959096788,5.349963385247152,1.000412678277888,0.0727902028067559,6.6307877052195545,-2.475825392656444
+5876,0.873242421875,0.13004826171875,1.0909281826699506,5.154523255570991,5.301246624008103,0.6333755586593034,-0.2174107312197461,-0.1921205433177731,-1.2946347588028222
+5877,0.788905078125,0.153972451171875,0.7570456287067666,5.33741802622469,5.462643134808523,0.8350761031952704,0.5320868899374933,-0.0600971244460508,0.2638474179544328
+5878,0.872589453125,0.06538689453125,0.8213735370654405,4.32375508410983,4.972595327527101,-0.1732383031086289,-0.0282121080997625,-0.42173679965839,-0.3335772303495041
+5879,1.3695171875,0.094871005859375,2.039264088389922,4.604286935299148,5.334612629446558,1.999789714300093,0.2402658399977083,-0.0406914773478311,0.8347918390049592
+5880,0.947878984375,0.1099053125,0.9782183313064294,4.456413221081231,5.222542251624485,0.4298686116551469,0.0560988654039517,-0.0189631192473307,0.3162780800924027
+5881,0.95557515625,0.123903837890625,0.2236457512355758,5.112147926260932,5.791153794113841,0.6607514579448559,0.1184192443834765,0.2087749881220019,0.7474384923989567
+5882,0.83656609375,0.1953383984375,0.2377455081137948,1.0246646753537547,4.713298210679939,0.3986353927341629,3.825472094415338,1.098795387733604,-0.6613150859398994
+5883,0.970120703125,0.17708951171875,0.611081254859323,5.8827678858690415,5.631967822268035,0.3673158014373287,-0.1767475967980915,0.5918140050886027,-0.8356607104533493
+5884,0.597917265625,0.08612455078125,1.238635117969356,4.864098321527122,5.1415801219376975,1.543797644272738,0.1193697480248046,-0.0755358293568106,0.6684848376053029
+5885,0.709085078125,0.154508935546875,0.9894064450208886,3.931152099663785,5.223616521032116,0.3140641515980881,-0.3556160743498493,0.984086561571064,-0.0974567126348499
+5886,0.699589609375,0.095439306640625,4.318132086625574,-0.0259971293109243,5.126725679778425,-0.328972627773578,0.1500213419217493,5.654310220266004,0.5916667584166337
+5887,0.823928359375,0.100584560546875,0.7796449422861239,4.068195797560407,4.896921497265852,0.8935717920659461,-0.3049741242117996,0.0269906873220587,0.414706816188846
+5888,1.14152125,0.104175556640625,1.2918276003990987,5.058429108668973,5.548253218447811,0.1794913292144946,-0.1030667739558839,-0.3333227012361063,1.2399876992796708
+5889,1.23755046875,0.4628197265625,4.104681045719737,2.530143765476683,5.156745511263951,5.486960808769775,-0.6942264240089345,-0.1433618273673227,4.153070738513283
+5890,1.5768565625,0.23706814453125,4.612262618465758,2.1946771285339053,5.751753166989816,1.3363087619748926,0.0086127729780751,6.225096539782455,3.18353865376092
+5891,0.665076953125,0.10852388671875,5.714640225800516,0.3078385414000182,5.037074259934686,0.3134190281484074,-0.3663289798452647,5.715844784362805,2.543813063057478
+5892,0.992460703125,0.076513349609375,-0.6912538048858865,5.00149535804484,5.346014939729892,1.202608595745347,-0.032394785271487,0.2058480236994259,-0.4471992529804094
+5893,0.793917890625,0.16495546875,4.458109864317023,1.8990200805120303,5.19272746746184,1.6713619234024144,0.3337466062828753,5.827881925122259,1.2753149435861924
+5894,1.129295625,0.13721166015625,1.4543374867480956,4.741854119513127,5.4255657885214,0.7915040366051993,0.4864277604613394,0.1245409327238281,-1.2438031359393744
+5895,1.5714028125,0.5286904296875,3.757743177956912,0.8018483341448479,4.933744479547801,5.239958720699734,-0.4094910774610124,-0.0969096227832472,3.7850225545485023
+5896,0.74399265625,0.1062176953125,4.831331484826072,-0.9777575409047188,4.937982766439126,0.7097813212939054,0.1738432434983965,5.691731561264833,-0.6568058268488937
+5897,1.043394296875,0.106742783203125,1.8827316653631612,4.613465977542694,5.433121496741691,0.7222774753182444,-0.220748430880087,0.0514316116728522,-0.4130517800251774
+5898,0.57360109375,0.234754296875,1.948529284205805,4.939217523792907,5.486199449564685,1.8406517338419397,0.8590042586112151,0.3556667333467942,0.0258045612778953
+5899,0.9967790625,0.4050220703125,3.6487881784849705,0.98796615643074,4.907899324994719,5.406898238681605,0.0140383682788971,-0.1721660170554557,3.355805201848054
+5900,1.104395078125,0.144586884765625,-0.1465589664269056,4.090471121504987,5.175023959915543,0.3606266782628942,3.899380965558967,0.0213833977212934,1.0879305912510215
+5901,1.487386875,0.20390666015625,4.664200227554799,2.2874962303774717,4.48550984158961,2.1379912342023624,1.3622008477037455,0.0674445057722824,3.2991845991009114
+5902,0.91846703125,0.068836865234375,3.889830811663427,0.2269230824270658,5.179122177546922,0.1511024817237866,0.0879641514148079,5.783870072685815,2.0941162037195444
+5903,1.39844046875,0.3162494921875,3.794642292362029,0.8159601100408335,4.514810171840984,4.06619506486898,-0.2897402092326931,0.6216626484642163,2.2733836487453107
+5904,0.964070390625,0.102252236328125,0.2795107061177249,4.717733285125411,5.749592012705174,0.6718432135247774,0.0519005359249603,0.2688422329544243,-1.4814331995829717
+5905,1.15379375,0.087068505859375,5.058158689743099,0.2642278828048398,5.036444584512358,0.6766195272596176,0.1325495428756218,4.915490303201327,0.8163979523319884
+5906,1.34855453125,0.14714931640625,1.2074808129320522,0.8081316520499168,4.697351395832493,0.4776946999472797,3.7200868340147593,0.847037801102971,-0.6762300087030644
+5907,0.805240078125,0.08754798828125,4.893123201955658,2.1655615793848537,5.005445273054734,0.8211389615132898,-0.7854549073690633,5.442237184461657,0.9666587950300528
+5908,0.7785859375,0.12761845703125,0.8750226868609379,4.5584471623889975,5.593218261276258,0.539511477246557,-0.1503996899418821,0.0527365651610067,-0.3990030621126902
+5909,0.5521855078125,0.11037458984375,1.025380678308914,4.041348257416944,5.096006090241029,1.2193406956518686,0.3191427431662508,-0.4016132260175584,-0.8813127982232729
+5910,0.96658515625,0.098900673828125,1.4190297050313252,5.140409562871723,5.365137630679408,0.5595447341873372,-0.3218270754140737,0.2792301889785607,0.9492197987190344
+5911,1.4280453125,0.628699140625,2.499815788198684,-0.2138231753467843,4.561500442007007,5.087602697330555,1.151916708831114,0.6542038167465111,3.921382451426296
+5912,0.659381953125,0.16499568359375,-0.2786935401280792,4.106928981562042,5.323105181167494,2.048931683247333,0.0786761625666509,-0.6708392262790368,-0.0522432277002897
+5913,1.48282390625,0.2274419921875,5.092468169724818,1.2519959643489107,5.789330522398515,1.2429090731565815,-0.158815701187584,6.135121855654714,-1.4915539198509438
+5914,0.677606171875,0.302981171875,4.402574163164554,2.2799673485529017,4.438474525235296,3.660288051940288,-0.5813661792608223,-0.2071994915336944,3.8662900033436207
+5915,0.8579834375,0.068123349609375,0.3633760751312392,5.126592960618749,5.158189855805269,0.1553714929536666,-0.093234835715672,0.6776568760034053,-0.0226070682223702
+5916,0.9056,0.079257001953125,0.4446550649196811,4.766098809481538,4.603915633620549,0.3515097337060091,0.1729403820762523,-0.0612088119651719,0.6184122706082859
+5917,0.853161171875,0.0827987890625,4.86957236527802,0.747432259566629,5.21066513655372,1.174350407062681,0.3316707394328295,5.063847641121693,1.2729800141320369
+5918,0.809296015625,0.127626865234375,0.5149158130250046,4.714441842475179,5.65884818869865,0.6207214466839804,-0.0690984730889079,0.4008450443954429,0.1261693731777177
+5919,0.845833515625,0.09308271484375,4.161818386397664,0.7726104549995602,5.238722706810605,0.2601945097593957,0.3558772721277785,5.57086866939299,2.040175206422873
+5920,0.5619808203125,0.24635048828125,1.4007568523004463,-0.7172670111300626,4.336701794670927,0.814976199619656,4.970835881544697,-1.449804373614646,-0.1065404624788039
+5921,0.858725546875,0.19964150390625,0.5234031454864725,4.411862676004278,5.335491051605972,1.3737390873089996,0.1618524495800776,0.3806544873208112,0.700269501661861
+5922,0.813176328125,0.08560845703125,5.294804983578832,1.01307179133545,5.048681018856395,0.6996648186028334,-0.7215186068549182,5.66124480444931,-0.4358817244413476
+5923,0.92567125,0.1184015234375,0.6114750838505348,4.328372392284779,5.446734486676972,0.6538885547449149,0.0502029023562995,0.4715726425048011,-1.2956545713780545
+5924,1.1153134375,0.1291403125,0.3543912020365571,4.588749216943636,5.580433744826147,0.6180851044929431,0.3545975135490081,0.012553489726631,-0.6799704708091986
+5925,1.076506328125,0.26287697265625,4.750668880624119,-1.5740322644770637,5.454236020846769,4.025125694715146,-0.4655375979362101,-0.6913602080443655,4.820192490097364
+5926,0.81393109375,0.163676669921875,1.4519599150906233,5.133785261248268,5.490725839270905,0.3824305652875827,0.1242427482937036,0.6712852094954601,1.6157604515540498
+5927,0.707656953125,0.10887494140625,0.902173135239526,5.041170352808566,5.153691238062229,1.3999804571768035,-0.1502995973635823,0.929961627799662,-0.1710040043430633
+5928,1.075071953125,0.12519345703125,0.7401985791273935,4.8489119051078,5.606669615702737,0.4996633652205651,-0.1261435222566702,0.4441056618652419,0.9034234838807028
+5929,1.050618671875,0.113982998046875,1.4453667919676647,4.508388665321464,5.501351806378684,0.9694798243024244,-0.1863085872929821,0.7602619912262161,-0.0300286965415043
+5930,0.896031796875,0.150047197265625,-0.6514332044890384,4.911941728506847,5.818357216603862,0.3707014780106002,-0.0101606578817989,0.279262436398736,0.651358671774367
+5931,1.23227625,0.162300634765625,1.535863764366753,4.927811926209503,5.505080563220793,1.5936137983093452,-0.3707005672502969,0.4086104380929027,0.8001093113687555
+5932,0.910799765625,0.10549517578125,-0.065095139296789,4.81742880357285,5.333789232300708,0.3700449930958275,0.2175571709231271,0.5780653563730622,0.0498142623457034
+5933,1.131220859375,0.15057708984375,1.1759176421994075,4.563045633135123,5.220002495819434,0.2316958974469632,-0.4915524401822817,0.7791753189898063,1.1204510141630657
+5934,0.864355,0.110917080078125,0.3720146845157829,4.970328292747745,5.328159497068524,0.6390013201549523,-0.3876624127484239,0.1770028930560168,-0.6816368621515551
+5935,0.876285234375,0.12991205078125,-0.5660810262549021,4.484581492128011,5.55179627756811,0.3481189394846845,0.1195388301161564,0.8147605569886148,-0.2318683728846603
+5936,0.743261875,0.091716884765625,-0.5917788620199884,5.865115972407375,5.1661667687467485,1.0016900366671968,-0.2993120138190374,-0.1770785760022877,0.9669361058214174
+5937,1.187685,0.112534951171875,-0.3228588259588788,4.550802557347968,5.543345473449663,1.1794624442144397,0.3210511646122907,0.0758671447672734,-0.6953634159445807
+5938,0.9876640625,0.12473498046875,1.398294239817613,4.215206160810574,5.324276619157574,0.6392678104985786,0.0306723682026316,0.144454832382838,0.9195272358647744
+5939,1.039879765625,0.131516103515625,1.560718967604623,4.349028942186812,5.349756946582876,0.0165529930045895,0.1259688662091782,-0.6380914290006264,-0.5131963982426342
+5940,0.24185287109375,0.124671376953125,4.250059865623825,0.7533224130948859,5.178412074675314,1.026543932946513,-0.1514059191567098,5.869594346982794,-0.1411486614448845
+5941,1.07578484375,0.08887720703125,-1.014987864757293,5.223340944420472,5.413671969238927,1.632249939721962,0.1013343531482135,-0.678040502016708,-0.9335585158826628
+5942,0.73604859375,0.17857474609375,-0.1104067303518862,0.4871095766290029,4.804943692995045,1.488787751477043,4.021952084577321,-0.0558499131923668,1.3592437209591304
+5943,0.7735678125,0.102191025390625,4.056649231493525,4.971528842632488,5.456218348150394,0.5215377170638953,0.1215367277037136,0.3182480795784956,0.2841176919544161
+5944,0.78266984375,0.110447802734375,-0.1314389119117358,5.381499157368502,5.3766443475673045,0.233230230032532,-0.4424558688236695,0.0542526915571069,-0.1334257890747733
+5945,1.008499453125,0.085224404296875,0.7422770902190365,4.553638053425234,5.169390988557344,1.2747348456442515,-0.2325616753811571,0.3824568983727971,-0.406172520423904
+5946,1.059127421875,0.152549013671875,0.4356238255972011,4.743865443261003,5.4860713456716805,0.416199216346361,0.1224291865511107,0.055464244966929,-1.171443977146814
+5947,0.97165171875,0.0848925390625,4.216854979580537,1.42176679078342,4.604403249823469,0.1312471898756884,-0.3699245140195268,5.475097090144965,1.2666233755025698
+5948,1.028678125,0.100337919921875,1.1175970758977118,5.133715938359091,5.28116169813121,0.3101205697523861,0.0585197341941241,-0.1094711500046129,-0.6938236628912513
+5949,1.22126,0.0704889453125,1.2742092418496132,4.860560642126673,5.872214180947597,1.4217052594957509,0.3110744887670984,-0.028794711275761,-0.4825748474664951
+5950,0.833597734375,0.0686886474609375,-1.6585527050027828,6.042352609379549,5.107972132289379,1.2258189001786497,-0.1849118817144817,0.8658996418796506,0.4958065006288416
+5951,1.008362578125,0.095783759765625,0.3890570982812564,4.705942327938627,5.425500857551052,0.3420317618057532,-0.1455528684762359,-0.2499964338982158,-0.2296647426474957
+5952,1.073930390625,0.17611853515625,-1.0702179226047477,4.602126114105861,5.2696267262675525,1.0074175251556357,3.709089743576053,1.0520815140509514,0.1242415789203965
+5953,0.65685578125,0.126403857421875,1.9574924821711115,4.925882605998103,5.610193904961203,0.7663026660032707,0.4551131765225763,1.0504994914408314,-0.5716988102210654
+5954,0.813858671875,0.144519072265625,1.7911696846915317,4.933718285488476,5.45742875929712,0.9487352352883626,-0.4666714285287038,0.6019560163114923,-0.4812157032075663
+5955,1.036123203125,0.12539509765625,1.5314673380906914,4.81316046524886,5.591307041393649,1.0463239754800613,0.5299449244655143,-0.2583535534082443,0.5555437687349689
+5956,1.201497578125,0.100184287109375,1.7148486135764067,4.45711056541562,5.306456728180208,0.4581672239705995,-0.1626188590521666,-0.5960396766548938,0.7558847055780057
+5957,1.72814671875,0.21969638671875,4.939879610294723,2.2802840952487204,5.83497523889449,0.2437779964266875,0.4764669315317309,6.366007454235403,1.7872996119104905
+5958,1.172399375,0.120476064453125,-0.4563016972423984,4.718198894809932,5.551475648366397,0.4396720751896624,0.13314017320747,-0.605663011702853,0.1966939486344028
+5959,0.962479140625,0.08489734375,4.573706584162426,2.0997890856398933,4.289200140061435,0.5876811279485963,-0.4782210161387578,5.896566715870499,0.3726370523323276
+5960,1.3264921875,0.353498515625,4.487964339148918,1.3852698593148731,5.391469096001375,3.338745409083322,-0.285091392142087,0.3305458947382923,4.549250348585795
+5961,0.83450328125,0.0753335498046875,0.58974801207855,4.359887700982321,4.963649527398125,0.3833732328313691,0.0729168984078983,0.0191465134402443,-0.4754612586281543
+5962,0.867817265625,0.18050828125,-0.5748962806881294,5.167352249134527,5.427390105777869,0.7559046591457927,0.2019441028137021,1.003168506098982,-1.7897970332007318
+5963,0.72711203125,0.20596357421875,1.2015025598480276,4.734252207322817,5.452006363322626,0.1639824849005316,2.874156379690854,-1.0276956405955315,0.0058987056119004
+5964,0.87517328125,0.123974052734375,-0.7338591069398919,4.798970037449739,5.391674914940496,0.8624977632684965,-0.4744509612000889,0.1056333512366824,-0.5968451284120149
+5965,0.897083671875,0.065826767578125,1.177380580967183,4.833444330483026,4.788407022338965,0.2805232621345514,0.1427743408255093,-0.1093548113060802,-1.1378759296413257
+5966,1.19351453125,0.4041587109375,3.828910566342752,1.6594695958528776,4.853098753247847,4.778015689395069,-0.4559383062171033,0.0751464376585226,2.4024612688055025
+5967,1.107443828125,0.0606755126953125,-0.1107429570971875,4.811592016421982,5.3926852952493975,0.8494111957300506,0.1439469948722588,-0.3578897364037815,-0.4455526166219594
+5968,1.3431609375,0.3532904296875,3.059065319063356,0.0311430172063818,4.809882109184498,5.303815506686734,1.0884231175073062,-0.266006950102394,3.443415185557613
+5969,0.850646640625,0.093397763671875,4.611121342773592,0.3064596204398631,4.807274338649979,0.650959140546646,0.2310565366280103,5.377034904763861,-0.9297434706361456
+5970,0.870771640625,0.181379609375,1.290860805206005,4.879189840421286,5.462261874072637,0.6874241919354708,0.0881018471976947,0.2693686460778712,0.1796380081426833
+5971,0.7737675,0.10610607421875,4.928463882447511,1.7836136776031517,4.910106875660753,0.4554311978984208,-0.2056573201705246,5.733385459923217,2.2491184540640514
+5972,1.104040390625,0.14680005859375,1.153838245692426,3.740693936038024,5.170388722465232,0.5349094460516857,-0.3596207252949597,0.2689835133367646,-0.4703220863067113
+5973,0.697976484375,0.18573033203125,0.6132395135220918,-0.6172598513948057,5.340798285734241,0.3707261883336867,4.307160800642951,-0.1014631050410449,-0.1462622030129069
+5974,1.09845640625,0.090773525390625,0.4010752657744657,4.158973141047323,4.797593079943231,0.5896975875575349,0.5134522963186181,0.4922175777042151,-0.6277434710462185
+5975,1.16504671875,0.1447369140625,-0.2090268921136928,5.047136811272559,5.337372488743485,0.8997528065849631,-0.1826881480226773,0.5302013705712091,1.3254721771338476
+5976,0.5276842578125,0.149111640625,4.339580120398131,1.0682272720245396,4.98087428451981,1.1419932403482145,0.3564001953163913,6.047507020422794,1.1824166367604063
+5977,0.924336484375,0.0743949951171875,5.614921470799318,0.4650880811385944,4.846377234157552,-0.4762512688223386,-0.7262432047905943,5.899478377607271,0.688513735422883
+5978,1.9255940625,0.3429294140625,4.600077478688797,4.578422637399258,6.171038802246249,1.3739709786492134,0.4015519363769363,4.606300037565793,0.2892364257280315
+5979,0.77281671875,0.113634931640625,0.951447371258264,4.048609766801395,4.809184278328471,0.3355342757125946,0.0900488748524993,0.2376786554185747,-0.1962744741370386
+5980,1.000103203125,0.14267556640625,1.2937455520856886,5.0656821415025695,5.235768905533538,0.7097932268115128,0.0780002576989387,-0.0995440563031305,0.0881251783757021
+5981,0.95634328125,0.091635869140625,4.787585097087439,1.6980515219368215,4.723361191342201,0.7712123212212545,0.6541343456781502,5.935098536191417,-0.8446677120159294
+5982,0.8734696875,0.08207267578125,4.300987496048296,2.122712326656373,4.946612109842032,-0.1138520217359178,-0.2311519989406126,5.663650189242949,0.8037472915629061
+5983,0.593498984375,0.17311625,1.348772114387408,4.632641649627489,5.395599347910872,0.9499900087069068,-0.2514242657923641,-0.0726886250575457,-0.8741619164282844
+5984,0.845915078125,0.094722783203125,0.7076776146548797,5.006095744392879,5.036609611394521,0.4852463469969985,-0.0830836937743198,0.8514741445480909,-0.7989571275912952
+5985,1.40368390625,0.5276644921875,3.3507023624956784,1.3544858670400155,4.498920131120917,5.292103263943036,-0.5624699344116798,0.3078353041712213,2.7970402844016427
+5986,0.734690234375,0.12582236328125,5.774073323206799,2.0142653659045204,5.301897990892734,-0.0951836172384382,-0.2808383790183178,5.161615381281068,1.7192082258935246
+5987,1.182697890625,0.094482138671875,1.8040200550112675,4.509161773821982,5.17040001324482,0.9015131511992256,0.3165462485451512,-0.4888858157826018,-0.8822042387363551
+5988,0.728805390625,0.1234645703125,1.0860826557618442,4.296965596838628,5.383828809090042,1.1204404467528026,-0.1019274311608191,0.2887541683969944,-1.0694303469903983
+5989,0.997072890625,0.1315155078125,1.0777791743702956,5.158003786321578,5.760382452083318,0.536465717897525,0.132151310116277,0.3955163276367075,-0.4205916915835932
+5990,0.867338203125,0.10964486328125,0.9874701997480426,5.2237885210059405,5.124357292390993,0.2536953319849045,0.1987800486244345,-0.5700350011746151,0.70428254640794
+5991,0.799527421875,0.156027197265625,0.3104058669676261,0.5324769341362872,4.722377487786168,0.3723863688161722,3.9521674504706,0.6546605933026973,0.3201090204117478
+5992,0.5462489453125,0.09456255859375,0.2383482740317096,4.635008712662615,4.845916513728692,1.4703643446364365,0.1320432778968674,0.743598557323581,0.0388738590687948
+5993,0.7476990625,0.0989894921875,2.949957310734917,4.301295924561015,5.317289905804934,0.5085314268433853,0.3201327228149818,0.0834655649076316,0.3995495054898041
+5994,0.70083078125,0.1554576953125,6.043019092543033,0.9055374431814488,5.1537933501258495,1.6703408518911265,-0.627638663987367,5.28469766645126,1.701579013725353
+5995,0.5443191015625,0.125483310546875,4.744019679878823,2.144218503024479,5.08087717919257,0.0638039739134945,-0.137748831144216,5.676902821661716,1.4279330193513222
+5996,0.968225,0.12431490234375,1.7296368865311331,4.633881942493649,5.324582103154877,0.043822192168674,0.0449174667721253,-0.4273679907970559,-1.2105154538886689
+5997,0.89811375,0.13423576171875,-0.3849477644752566,4.899065221399728,5.719398278860679,1.10778001500407,0.0887278058828914,0.2392242519161249,-0.7806695940507616
+5998,0.87441421875,0.086086748046875,4.684905004681706,1.8271622637385423,4.850834257709492,0.3933394015637393,0.4933672522554094,5.572662461084814,1.6916644613328693
+5999,0.980319609375,0.55562296875,3.058447387882264,1.8742404859062376,4.492184093496695,5.125342042740846,0.2416265855613326,0.3424004280564123,2.6060342891544512
+6000,0.9288603125,0.0802915771484375,3.750519525729936,0.1819001380239187,4.70494374683318,-0.1025606774285477,0.2616383123402063,5.299047247339453,0.3493017667505247
+6001,0.783212421875,0.0764755419921875,4.507065688337764,-0.2663952336935107,5.11285549455202,0.5521034413280251,0.3507774611928005,5.725160039514816,-0.1689718934083351
+6002,1.08608625,0.16153611328125,-0.600788710895277,4.624651695202281,5.41302612247333,1.3336280920188306,0.61920557285299,0.5082102123561615,0.2090962740537264
+6003,0.85534546875,0.1439687890625,1.3909156822291708,4.5089889351646,5.423318466995896,0.4709366012754694,-0.0787504427422083,-0.1765384125077838,0.1130682522609793
+6004,0.9256453125,0.10822142578125,4.298744406007676,0.4715027118771303,4.903752409653337,0.450970202362658,0.4260565427291081,5.416789376801559,0.8380161526523945
+6005,0.9988340625,0.141406953125,0.9030984828655086,4.054691932397304,5.248247173778997,0.6836937019136096,0.2415042961335197,-0.4269092646220153,1.169898874573778
+6006,0.9553828125,0.0778761767578125,0.5541316886014366,5.070464988405032,5.550179044949394,0.8396028169234868,-0.1208546980684571,0.2566847640161205,-1.1171099949135743
+6007,0.891414921875,0.1345544140625,4.633397648544757,1.6341125838116002,5.568171526088396,0.8109923372675604,-0.3792916468869882,5.96315949251298,-0.949707319552501
+6008,0.938528046875,0.1178818359375,1.231288306738758,4.173139461756118,4.915505405802927,1.118986928555762,1.3563386636546495,-0.3908743780570687,1.188133697393519
+6009,0.943350546875,0.109181591796875,-1.1576710817392657,5.385701060698463,4.949540451024422,0.4354011978272027,-0.0802042460840226,0.0326124537098639,0.8037919715336944
+6010,0.734284140625,0.175904296875,0.2898760046998624,4.256441841472985,5.544751348528721,0.3128245411011985,0.3078772565135584,0.0060349248658773,-0.972648237461205
+6011,0.54817578125,0.19329962890625,-0.9319304110838856,0.14669794709738,3.747802071259323,1.0809789922210542,5.926532339881958,-2.6394518624533734,1.206850478565942
+6012,0.770689375,0.1626691015625,-0.2339492953585758,0.3642629446320845,4.797384782449104,0.1960642740121697,3.59865952427848,-0.2255270379714541,-0.2394503762329861
+6013,0.97823546875,0.1325926953125,0.5592185699934027,4.945863888795076,5.11001070845728,0.780880554133837,-0.5128702655388855,0.790485655924209,1.1348770516774866
+6014,0.878009609375,0.136306103515625,0.0775515273417425,5.040208885372523,5.493102142309688,0.5768647867100184,0.4147861557584834,0.1993290567222057,-0.0913830900816643
+6015,1.3405978125,0.5272005078125,3.438926512312626,1.5062019573815697,4.799791149914494,5.159265965009767,0.7012849133842707,0.5840190776069532,3.914660073515563
+6016,1.04498296875,0.084424462890625,1.1955602874476223,4.298685294786095,5.434488854210989,0.4714991480176183,-0.0626261148659154,-0.3316816399075417,-0.0878197705551318
+6017,0.781848203125,0.13471705078125,1.807639737902344,4.4531852933154905,5.168349785572377,0.6613224948916703,3.860537115502883,-1.4796417912431237,-0.7296262030668536
+6018,0.72954265625,0.118959609375,0.4543090462794557,5.332861079104592,5.565731254406243,0.2862457169277066,0.1320761861276373,0.5344809901111857,-0.9479359568904566
+6019,1.000280390625,0.15880806640625,0.5491529691272997,5.374882593289085,5.563042863619902,0.2850286843381111,-0.1917492817400715,-0.1213275921232637,0.2844012908921541
+6020,0.881760703125,0.101170849609375,4.204868461173777,4.718140421988652,5.518390396027352,1.0897534863930023,0.3021651656711059,-1.123517121364924,0.7172848143161761
+6021,0.84650015625,0.113346279296875,1.1762365101889871,5.208387125768835,5.337020733440304,0.5041973097694141,-0.5711417187017837,0.2593126727044602,0.5316996130128022
+6022,0.9212996875,0.16045052734375,0.5593890004326639,4.15254267510589,4.6240597191274135,1.2334262211997045,-0.1931238890234434,-0.1385211375349001,1.3032687886670382
+6023,1.036107265625,0.1084092578125,0.2889621442579861,5.2498572608317975,5.411744940475134,0.5901538053119589,0.135251953612277,-0.1497761390270872,-0.3649035547476912
+6024,1.2216965625,0.358583203125,2.397315338975821,1.6717314530102163,4.678725041263598,5.017678610072616,0.1440343528319429,0.0213986333729435,3.492949264978901
+6025,1.36501921875,0.26017525390625,5.589090077586583,1.9573960631805964,5.770477827236457,4.48225945347276,0.1607085652095707,-1.8389608177437893,5.0708718918882205
+6026,0.939888984375,0.134272978515625,1.740263510101324,4.67126396075823,5.606883032369344,0.3165969354558243,0.0475255621509802,0.1819083960462539,-0.1290700373036573
+6027,0.696424609375,0.113408701171875,1.5228673110788598,3.81994549377082,5.166152542672726,0.6442403328217707,-0.027721112110324,-0.0434354563433986,-0.4782865148532876
+6028,0.977928515625,0.28773689453125,4.427047905375682,0.6884081389362774,4.563428620267878,4.292777409053336,0.0659961050471593,-0.1367267347558207,3.3240361784655623
+6029,0.8791615625,0.082501142578125,4.548659675693944,1.3142618365579364,4.618094465259382,-0.045937246754247,0.2974142816711125,6.108370048509465,1.329187045682431
+6030,2.10213359375,0.24672671875,1.9594053552907404,5.708745106406576,6.186692767230895,0.7184671925953905,-0.4364313482517036,0.7015713118566096,-1.020819418466182
+6031,0.89132796875,0.0937608203125,-1.1739972781125283,4.161308622001166,5.328444699462086,-0.5724561696103975,-0.3058309253378073,0.5461157759175954,0.8327573825344848
+6032,1.124090625,0.09682373046875,1.4484071871281157,4.3320820863741645,5.040504774606459,1.1665912276727586,0.2006021522710147,-0.0912890628632901,-0.2903939827186229
+6033,0.831114921875,0.142119287109375,-0.954838079769982,4.923467761782666,5.786831297889429,0.9824744239286782,-0.756992451724221,0.4906238209040866,-1.1533945545977298
+6034,1.14103078125,0.16172693359375,-0.2022951425766162,4.351024469220252,4.937997098467389,0.6033403672401761,-0.0720071243939791,0.8186199390410517,0.2328521019578044
+6035,1.3924809375,0.208169375,1.21554096916298,4.953973283092172,5.206630229092319,2.8712752632117,0.9790810036256206,0.6369952198747889,-0.5705822010574961
+6036,1.04062390625,0.13191158203125,0.23223995280862,6.090261010021994,5.759445517289,1.2476248771330094,0.3309630065715503,0.7703893333719349,1.2812690025874822
+6037,1.081813984375,0.10536435546875,0.7259893771567553,4.785698790136623,5.435368623331697,0.5954211856929936,-0.3986602800037269,0.0106283337891612,0.7758762947304758
+6038,1.205671953125,0.2719230078125,4.57677378493548,-1.194131099914721,5.109939975011545,4.795827259116397,0.2686376736821511,-0.0485090170294471,2.378388663693781
+6039,1.019509140625,0.3860971875,3.733558808387442,-0.1171998515935242,4.884737104056199,5.240675660514431,0.1421322543512691,0.0320834537751827,3.758599363130275
+6040,0.858398671875,0.1401089453125,0.8104529622243484,4.687351539464558,5.357271925427033,0.74195062850684,0.7376453694694365,0.6381104431850333,-0.584705797344978
+6041,1.26057375,0.116966083984375,1.8912443474090737,4.387412950338242,5.136967606132423,0.3944770733119503,0.004323210936717,0.1601025640396468,0.2856359593305753
+6042,1.16570609375,0.134106748046875,-0.0309953797659944,4.477972532725119,5.21975275661321,0.4848019138751135,3.0593654502937326,0.4721860402549011,1.0693383666481178
+6043,0.848711015625,0.0778809765625,5.243388837251942,2.3181185110059257,4.447901460425586,0.2945643590413822,-0.0373682695686838,5.893723851213049,-0.5976989862671087
+6044,1.031119140625,0.105189130859375,2.0751183340084527,4.374971966942581,5.595617398406749,0.7011115685467034,-0.481950700419589,0.1248289918101684,0.602680084056414
+6045,0.837662421875,0.092675244140625,5.267635255363404,1.1807002915448157,4.857506572812872,0.4837780589105879,-0.0873999148766114,5.627962080318114,0.3617373227852983
+6046,1.51804265625,0.81590265625,2.246644194389751,1.647991355896686,3.791085181420514,4.996200857171596,-0.274658890063716,0.2823268780723419,3.8601892979765946
+6047,1.03140265625,0.106018466796875,5.593455544443353,2.139583605847129,4.821555576207882,0.3498778902700041,-0.1414182559854929,5.258446280657133,0.3628915837716715
+6048,0.787521484375,0.093163720703125,5.09207086223966,-1.1854210434174977,5.226931182031084,0.4720921772220482,-0.4558501356233464,5.641261321959855,-0.0755918571771059
+6049,0.777005390625,0.0633255517578125,0.9214070049468538,4.476464286376258,5.119869824881444,0.9766873031755215,-0.1940329137753547,-0.1130370488495273,0.6802128618464164
+6050,0.88629078125,0.054771123046875,1.5201927190670588,4.588710106970608,4.644120915188673,0.7888229253788288,-0.1682025817083629,-0.1431142911211729,-0.8917037731765355
+6051,0.9031046875,0.14886919921875,3.761401295459548,1.7299400675836356,5.008563314141198,1.5058407582975597,-0.0760447438830051,5.721542495710754,1.619989490852466
+6052,0.878071640625,0.096962958984375,-0.812533134054475,5.175326600778323,5.130339989551573,0.3195403506927847,-0.3932533528399023,-0.0446594277655804,-0.3162342070731617
+6053,0.723518515625,0.10070578125,4.289508879675053,-0.5692460152000087,4.92511853218477,0.4274884452468455,0.8847282009315577,5.480229486263533,-0.2912884948959331
+6054,2.20624671875,0.2657979296875,0.603444175598408,8.4450211231963,6.378035803014358,1.3421648721384762,-0.0191315442664936,-1.1297181537542258,3.8262043627846216
+6055,1.258703359375,0.394435625,4.089655927892328,0.2449364279779844,4.738897923097985,5.243580974730731,1.344243576873977,-0.3607113959268881,3.7173452195251966
+6056,1.024598046875,0.121381025390625,-0.7339033717020454,4.179896749334949,5.810057088256144,2.240765468425207,0.5708473817878514,0.1196174106114197,0.3164254020309284
+6057,0.681638828125,0.123027099609375,3.8721826822204943,3.824245050640053,4.474382359962728,1.4487711352886152,-0.1744290474833572,0.6357709101603372,0.1238181195170324
+6058,1.00889765625,0.1531053125,1.2595858205805677,4.181344721220901,5.4512421778715465,0.1883035157127094,0.556567113476439,0.0680189504591127,0.8351502283758676
+6059,1.118604375,0.1672070703125,-0.5528740166679541,-0.5731644713762022,4.898342009298773,0.7276358708504503,3.7045222407990552,-0.4839188523322859,0.5497593180482743
+6060,1.249580859375,0.2259440234375,6.172917997999063,-0.0083773687466796,5.223570091820155,1.088006113372313,2.112223566330268,-1.2858921376475272,5.262562942489256
+6061,0.84432875,0.165838828125,0.9796706660107742,4.607431926196293,5.582330585244772,0.7506412676092973,-0.2034912220269884,-0.323552736153227,0.5378440794239305
+6062,0.984895859375,0.110229970703125,1.02440954558298,5.423745850470969,5.228598371542103,0.5222639754033582,0.0961739820627416,0.3143916447109676,0.97433577512005
+6063,0.9557703125,0.092094345703125,-0.3586132907431617,5.14638081336246,5.199888791442541,0.2728013827228292,-0.4352368719977103,-0.56373015411927,-0.6327073175286294
+6064,0.82025453125,0.11897642578125,-1.4834447652511416,4.693899814632647,5.511174542939414,-0.0508064039648475,0.1516714910062706,0.1692477398739348,0.768485436544358
+6065,0.70154203125,0.128316982421875,5.63587318460671,1.079995252278933,4.713080329463759,0.8039760753450859,-0.482509559910828,5.301312276397114,-0.1081196176001518
+6066,0.881884765625,0.072769921875,4.527549287342235,0.5242422870352368,4.530652625650971,0.1052789150542886,-0.4711745599665755,5.624024297109884,-0.7961842441509447
+6067,1.099470625,0.33354078125,5.622111972653117,2.007119550239447,5.439782849959645,5.042791975046532,-0.4794909782813411,-1.7624549143576698,5.4082448490807655
+6068,0.89279328125,0.155528515625,0.6954162055343314,5.129837555840307,5.634493511278394,0.7545387214021777,-0.0249658080887891,0.462251376108881,0.1926185692531682
+6069,1.065542578125,0.125582919921875,-0.0178582150112621,4.927069174216585,5.356680894191107,0.8342550962318745,-0.3706770208751356,0.596973891003692,0.3783362264060506
+6070,0.90088078125,0.13333982421875,0.3112434334341404,0.3085561164538866,4.448978910649682,0.7775433160786939,3.8682408528537735,0.4818483298971546,1.0564218222555812
+6071,1.08396140625,0.5203833984375,4.799620616766458,1.7150892202706094,5.097661796101665,5.386071717401146,-0.0980018633155972,0.7937974628464417,4.93340834753353
+6072,0.787937890625,0.1456340625,-0.6854944092395922,5.003628626576153,5.682238319587278,1.1267009931707683,0.262129343215125,0.2122394709755528,-1.4598145295120717
+6073,1.151527109375,0.146851064453125,1.541524813579999,4.400358358599935,5.462963905074642,-0.1076728109253455,-0.2388439177761023,0.3050017410713173,-0.2577096743482519
+6074,0.946905625,0.4449477734375,3.798874311984804,0.0016793578092093,4.046169222457929,5.196520755792128,1.8927041952775252,-0.4956667641933054,3.7132749015143247
+6075,0.86613859375,0.0768812060546875,1.1158395983826883,4.70121921964977,5.374179345405556,0.6105474112195971,0.1409815939780332,-0.4733539147591228,-0.874667786803548
+6076,0.8030621875,0.105493974609375,0.2837678263625804,5.088298631478096,5.144262737452842,0.9264059366485516,-0.0398605857624572,-0.4350224101980334,-0.2418966803801394
+6077,1.25433484375,0.39966359375,4.070453958304292,2.45298608805197,4.937053977207104,4.379925848732811,-0.5195571802541327,1.1538456540279718,4.9835290047673775
+6078,1.407449375,0.49908875,4.260979719584908,-1.09746741738621,5.053024878518129,5.240745346551455,-0.1843924406514532,-0.0241863191526943,3.631079843237579
+6079,1.233954453125,0.15032205078125,0.2619453101275744,4.6475517730905285,5.610931152443384,0.3105368110881652,-0.3729605174332647,0.4707442961174396,-1.4570154947153109
+6080,0.7864540625,0.130358525390625,-1.146963030751492,1.0565028095595734,4.747618439679991,0.1434207565557247,3.8242564191141737,1.2538446885876309,0.2848410021454687
+6081,0.89613796875,0.101750556640625,1.143971698312424,5.21361309988008,5.018183684277625,0.6286141062448062,0.5339137099812781,0.0491893282286351,-0.3541232658910094
+6082,1.417213125,0.4467822265625,5.378491680575519,2.828261477485577,5.48286872208576,5.661462781076152,0.486632621210163,-0.1229133750126138,4.488434431226286
+6083,0.991689140625,0.0764293310546875,-0.1678976082299123,5.022749591755874,5.401827899728711,0.4734222748571843,-0.3315907576959154,0.071556632544936,-0.6440060243178136
+6084,0.7911140625,0.083280673828125,5.038900336562878,-1.6559392286445402,4.849544433379239,0.4752489363298002,-0.2537241428891094,5.307045165755504,2.196276271883334
+6085,0.867741484375,0.101491904296875,5.057963380865167,2.189340311417648,4.8847048629076575,0.4384072627397313,0.5315058825666898,5.25788988169347,2.4743763902024303
+6086,0.96739921875,0.1701409375,-0.5048701970752114,4.250869223425581,5.38128178719633,0.3926353393504223,0.4163892377418671,-0.246336452760029,0.95360586940611
+6087,0.785341796875,0.08406380859375,4.7805288197650055,1.6749312568384611,4.154108100872583,0.9455124265318524,0.047126630121865,4.550162470388924,1.5043990299499477
+6088,0.747657890625,0.16412494140625,5.0025856622631215,0.0861805605865013,5.403320115761663,0.5956733528499865,0.4004846360719065,5.520516105827972,1.8307475819511645
+6089,0.902534375,0.13094361328125,0.7862934178643384,5.038477459142529,5.700518409397155,0.8908129203250735,-0.4364509218831255,0.4150992472865111,-1.160938543561377
+6090,1.3784034375,0.4173877734375,3.810092422665884,0.4868724656865928,4.917975604335074,5.2594871586558885,-0.3595009150522668,-0.7270939070207987,2.551004686241849
+6091,0.818866875,0.1120506640625,4.551753783565199,2.010763154848552,5.058775595201494,0.071435270946553,-0.1293774149094021,5.902812427996271,-0.7715654435449487
+6092,0.99100421875,0.0964288671875,1.8884399068951576,5.591010440207507,5.291922570265017,0.9727472056912032,0.0170420374167439,0.4858733426597926,-0.9478745782351696
+6093,0.858655546875,0.3380346484375,4.372121748112885,-0.2187173846319667,4.270470514656266,4.182000090765346,0.0825044056058544,0.8209787014573434,3.0778157207872034
+6094,0.89327328125,0.107630927734375,0.1053931680769301,4.284939007976954,5.666385134334662,-0.3312858996376449,-0.3150654156303446,-0.1980689770557935,-0.1284973231139372
+6095,0.81488109375,0.146576220703125,-1.5080696498326658,4.705906331799046,5.558517163042144,0.5465971852435667,-0.0463475029532646,-0.3845051167530462,-0.2507585717138897
+6096,0.965358125,0.18898408203125,-0.1771732629097633,0.4193612020702141,4.590332193355791,0.1690540673674034,4.287664908085249,0.6655312464555423,1.0598295392354775
+6097,0.6383387890625,0.16549078125,0.8531262737551462,4.008389951478968,5.125191682974151,0.5654010986582656,2.741226754399792,0.7784948959147557,-0.5191573399483651
+6098,1.054741328125,0.130692177734375,1.9766203278291448,5.242539687426145,5.377556552487696,0.1587418595343563,-0.2618831725994807,-0.4567260726580526,0.4508678754809038
+6099,2.0333203125,0.44182265625,5.083577732763791,5.157566312113516,6.057245537631747,4.897496426357424,-1.1096893500662768,-0.1355660633993094,4.891559494934734
+6100,1.65906796875,0.20942619140625,5.1854364771181976,1.83464477619912,5.712825552552917,0.3188219137825728,0.0352732050100744,6.415881152432859,-2.4705749950594047
+6101,0.74850859375,0.092346982421875,4.578613176231186,-1.0554159341162384,4.811780396471535,0.5529093140249612,0.7197701766496496,5.596350950972093,0.1629635649058595
+6102,0.714395625,0.158452802734375,0.8969957303614917,5.265984303927299,5.41529317287037,0.7704477817298909,-0.2154176765473457,-0.4422785186374033,0.792706837580105
+6103,0.8119921875,0.108521484375,1.652263956241592,5.316199774680222,5.242627365111441,0.4932678137161248,-0.1924215111767292,-0.2666229353091933,-0.3098158396118675
+6104,0.729951328125,0.19392984375,3.5781416502266183,0.9485508576389317,5.159726413286359,1.9146018439485808,0.1171561277415794,-0.9358955565111408,4.306362692566554
+6105,1.3859390625,0.6470471875,2.98787198361149,1.6201204502204671,4.979106403017367,5.3303126204209885,0.6065486294288054,-0.0863965401368799,3.812389585587941
+6106,0.932943125,0.20717453125,2.596814474249138,0.7606233973618295,4.180352609787631,2.7297916143181924,0.9230456020832036,0.1030863418205118,2.515143844328121
+6107,1.038301015625,0.14772361328125,1.117198707042309,4.817232521409468,4.9266335458531305,0.3338452491689738,-0.2028011666610595,-0.4050350824763835,0.7662245437881002
+6108,0.829224609375,0.09552091796875,4.069543957191894,1.670666245707974,5.004645654800559,0.4145204628540329,0.958590768640608,6.108862721519928,2.1160615396210805
+6109,0.87147171875,0.0650610400390625,-0.7625800773791473,4.941976399798038,5.256446092563446,-0.1729782191317574,-0.3261020710950979,0.2145445393151151,-0.3910841642026193
+6110,0.740126875,0.103649267578125,4.761866344062846,1.5824902951241622,4.932225654689544,0.1295502865384087,-0.2183009993297154,5.655238134696826,1.9288355445821264
+6111,1.0304146875,0.26687783203125,2.3073340156413447,0.6644618498876078,5.206000342126538,3.554324452887348,0.4756178129584608,0.968119138909802,4.134271571987464
+6112,0.8689846875,0.108020400390625,4.846736441727304,4.523126544737372,5.408145517766955,1.1599321232552464,-0.9656996711229484,0.7857983918205316,1.034284980074116
+6113,1.4805878125,0.1724897265625,1.7496153596357953,4.781665185077456,5.774328643150436,1.6110448100848926,0.052538223721298,0.3390156268781414,1.2828907567745056
+6114,0.637150703125,0.18050046875,0.1138201392877806,4.446888155483523,5.374773685949997,0.5754407334077807,-0.0242152869727292,0.0424265540500813,0.7938149030814836
+6115,0.9501171875,0.106861005859375,0.4757127601752962,4.9761564008829735,5.313263276685816,0.9867154632475534,-0.1410245498735439,0.4601444972099031,0.7081742123416481
+6116,1.4940753125,0.4882932421875,4.8012643848181495,0.2961877309865079,5.02943907946063,5.236282504051243,0.3322733650006024,-0.4196848679155824,3.575413562154641
+6117,0.710653515625,0.104319580078125,0.355708189743173,4.145651347224289,5.075601877282362,1.8292609027728508,-0.2630582103779664,0.610714138898081,2.490354634374913
+6118,0.789021875,0.130934609375,0.6521476087100851,4.699404931469298,5.460659696305536,0.0536777850775381,-0.5542859149237662,-0.1174563884861991,-1.2238185429583384
+6119,0.966215703125,0.135754619140625,1.5533474654802233,4.659970697960932,5.434374222827179,0.5989391172520067,-0.093322970898928,0.0314240193394645,-1.0080837977514352
+6120,1.07061765625,0.110751455078125,1.505175144894025,4.681932385747521,5.7999576783377655,0.7498108432332101,-0.5627206591118786,0.4733590237612942,0.3237371014704086
+6121,0.6009306640625,0.15123119140625,1.8385283235564491,7.421037407895533,5.369935423233763,1.1857315206538968,0.4288781928061028,-0.5489275108146626,2.860270318701765
+6122,0.75224984375,0.141011494140625,4.2304251836644005,1.772796038973797,4.87597654952664,0.7443504023340537,0.2172596052634511,5.189777707687664,-0.8023939917793004
+6123,0.3938434375,0.134462607421875,5.159037403979563,1.1941415373371431,4.944132974256809,0.6469410164328391,-0.0327739056651695,5.865006767142452,2.12506554497683
+6124,1.08692921875,0.089629130859375,-0.2447589874009663,4.523468755230752,4.980533386566897,0.3663744899027418,0.0417072544289235,0.0792167606483375,1.142665956825518
+6125,0.686814296875,0.1111169140625,1.243686601394936,5.103737646538498,5.142574876673875,-0.0303682653690187,-0.5436680402593297,-0.0438995171746806,-0.774249561793645
+6126,0.779771484375,0.121133779296875,5.100909614271474,-1.178988044430204,5.025343604842121,0.1188518209895776,-0.2774417590291825,5.9199860557964,2.3877824369167437
+6127,1.048536484375,0.47977421875,2.958058445340103,-0.8065031402108209,4.621283232294789,5.221648759104521,-0.0141006465281837,0.120309383774415,3.359231081642736
+6128,0.9442771875,0.18060548828125,1.1573587867605994,4.109743023950285,5.024885230286386,0.8844976365308191,1.224776631598341,-0.3145278064814501,0.8139434933961552
+6129,1.0522571875,0.16666876953125,-0.8915079844610624,4.171075852282319,5.402391239247287,0.6040976789547057,0.0359792432779296,-0.0411680978198072,0.2109893423893653
+6130,0.85965625,0.15673412109375,1.422417461977954,4.211232467692237,5.158415423233515,1.636407705679607,0.0542256274903283,0.270365218321993,0.198249086578535
+6131,0.78819796875,0.14374314453125,1.3420412379902682,4.926008663859994,5.623137573418661,1.0252583178156789,-0.0693411896247767,-0.0045151515935745,-0.0063937642799111
+6132,0.708592890625,0.126094208984375,4.7358816492476015,2.061368859928986,5.118190889197381,0.1535683604505513,-0.0560644386252782,5.874457326577008,-0.4067945158854837
+6133,0.886043125,0.2257229296875,3.801373217491225,-1.5407651519983554,4.392809959213645,2.949403150870715,0.032342273239959,-0.8304292157232863,3.1673975163716133
+6134,0.973915625,0.13565080078125,0.8663179139068664,4.85789084379328,5.646901522668677,0.3143952112228339,0.0679670069585075,0.4434551094467143,-1.0299893691175586
+6135,0.9173528125,0.139286806640625,0.4349247049053726,3.7632696792652576,4.995564188163455,0.523207149198775,3.140329994516755,0.9234175001939984,-0.4230123754774191
+6136,0.914942578125,0.1705772265625,0.6408416643438107,4.49701638830865,5.176541559570076,0.9830934346840496,-0.220779096628059,0.7761621497331901,0.8567464015466886
+6137,1.06680546875,0.1721980859375,-0.4766207542202803,4.7997557252010745,5.770764431297392,0.748512981216584,0.1912237817315809,0.093208928695086,-0.0930899788493583
+6138,0.9216346875,0.095915185546875,-0.6872817207140904,4.459895808720548,5.295691236895817,0.3975131006355794,0.3530441114632066,0.2411639762976993,-0.793644200771493
+6139,0.9855715625,0.09750064453125,0.487929717076193,4.464388627574922,4.909772957942101,0.453466360246116,-0.2698025666280754,0.3098473891234183,-1.0290892321475162
+6140,1.08703484375,0.13952025390625,0.2465639055698312,4.705736053095564,5.593445792343425,0.507886385719297,0.3474577750039004,0.3049767580946673,-0.926496804813178
+6141,1.114294375,0.07676779296875,2.4997629380941864,3.8518231682210367,5.112931893480961,0.9863991209721952,-0.2486391732813657,-0.3610666910272633,-0.0044955480414691
+6142,1.0446609375,0.585179921875,2.7235834574971483,2.301546187104214,4.855456510451635,5.228493676635583,0.3996215306167076,0.9287588493273832,3.5738172975330578
+6143,1.068752890625,0.10524193359375,1.7872742798518564,4.087980955410169,5.325073354069575,0.0155350682772725,-0.3488125271841086,-0.681988440793995,0.1950989691854614
+6144,0.715483125,0.102538486328125,0.2414709514641989,4.292393405723917,4.941084875321807,0.3809852950480134,0.2657083649111333,-0.0516893891846588,0.060375731498397
+6145,1.307418515625,0.3451076953125,5.56523073103946,1.8514523705640231,5.346258579055187,5.467458364996939,-0.8941845529174132,-1.229930561370275,4.663694414400031
+6146,1.165038203125,0.0783724560546875,1.9269683451417616,4.783106170950831,5.382496920473903,0.4144838006933196,-0.2241648335285821,0.4212264364635115,-0.4301059285343279
+6147,0.9468959375,0.11579109375,1.122884555353567,3.805265914384541,4.777378875110911,0.4012556187416429,0.162784836716913,0.7243726859536576,-0.43330569032736
+6148,0.659219921875,0.0764803466796875,0.4582813823570705,5.001385310941957,5.246259055201052,0.5873225831736885,0.3861124929832385,-0.27411973276015,0.3096999191773033
+6149,0.945909921875,0.20930634765625,-0.3708234860989651,4.28572099897249,5.149719477656297,0.4420568864009899,0.0485158420433332,-0.3092972487771434,0.5003144129117776
+6150,0.92877171875,0.15832017578125,1.2545726331852745,5.482583588265372,5.7380020630490165,0.1967941426950317,-0.0379164111229139,0.6185159408190374,0.8972421474058987
+6151,0.813740625,0.120992763671875,4.861710115941964,-0.1009639643162377,4.6830169109151845,0.0640872163515482,-0.3739185822065097,5.702448555505129,1.7484528697577866
+6152,0.87519234375,0.0761184814453125,2.253033406965681,4.043370013677608,4.232549042355961,2.7168522830279405,0.8718537181373099,0.0611089625652094,0.8352034399677694
+6153,0.3260916015625,0.354591015625,3.334045181479499,0.8032721372970774,4.084647941506938,4.128390218057873,1.7651404459008724,1.0425455277993954,4.063023522689714
+6154,1.21550421875,0.354953984375,3.9544742868891696,2.725060597400708,5.306303992969882,4.614058091434668,0.8076442681433555,0.7215229222139812,5.395734912273896
+6155,1.36430765625,0.28030033203125,4.243829872269052,2.3042703595399265,5.588920136672472,2.758751683663794,-0.2566191336571215,-0.1760612552350939,5.0810611361780245
+6156,1.0150371875,0.0794214306640625,1.5218449098609774,5.638536866464404,5.379030448820799,0.4954423015848503,0.0555123561162436,-0.5594612216938396,-0.2255249572990566
+6157,0.991536796875,0.129946845703125,-0.7458199569706923,4.383525151066411,5.489751674362169,0.7414629795044336,0.3323350373850059,-0.2620424422328927,0.0919080943992424
+6158,1.188644375,0.31829546875,-0.6832652017478934,4.376968185254022,5.140762475257474,1.628502372330763,0.1842677046762334,1.1303397267159945,-0.2898721737597615
+6159,0.84595109375,0.150556689453125,1.6242190815512103,5.036803946458496,5.596409602583074,0.5232255190625996,-0.6038144942606233,0.2680599251940691,-0.1476012858938509
+6160,0.90266484375,0.09611921875,4.226583349211098,-0.6398434966202584,4.846957467393349,0.1176912121735873,0.2150103389811822,5.542271632862347,2.337349269055437
+6161,1.62118765625,0.701430390625,3.988920169547324,1.6246416056113335,5.031468261383002,5.573952452599527,0.2157630260474137,0.0787162780694769,5.172578618067937
+6162,1.09845484375,0.094270302734375,4.281943087986464,4.014842184975641,5.391996116364923,0.3379174301975203,0.214281775303677,-0.7654575807813215,-0.0246631592450481
+6163,0.609633046875,0.142642568359375,0.926172998983648,4.675777176208543,5.232393506593084,1.3750533607969757,0.2477711066416166,-0.196617490545161,0.0861928536012371
+6164,0.58076265625,0.199910625,1.6282493428181106,4.278777600304761,5.432787822805883,1.1336572818153394,0.787538342881952,0.7175640323729772,-0.6516916926118197
+6165,0.87535390625,0.09941255859375,1.460253807308287,5.675586844057831,5.845416586743461,1.003690936184719,0.3204119660630709,0.2556661813716291,1.4677995461399362
+6166,0.965895546875,0.07789357421875,5.202228087622255,-0.7499300317357753,4.575710910856113,1.4203466885948073,0.3181019198247541,5.6424817260377855,-0.8855831354952626
+6167,0.795480859375,0.080578427734375,0.502367015181708,5.686623799934676,5.309378042362026,0.6556555160822365,-0.2283964832350635,0.0941229481930506,-0.7875706378203793
+6168,1.14312421875,0.5402664453125,2.5267688463855045,1.0601663770486345,4.708162187235774,5.273970983997561,-1.2172305561011938,0.6835682493141158,3.1187246167154257
+6169,0.92710703125,0.1319691796875,0.8326788460135233,4.994791946066491,5.795253117686007,0.1847421975970042,0.4021396886046466,-0.4675106715934097,0.6620665377863044
+6170,0.979171640625,0.145000361328125,0.8126552731038188,4.881516006050103,5.415885799899975,0.586563254508774,0.0591824724859266,0.2189377363952602,-0.7108264791121571
+6171,1.100586953125,0.15129240234375,1.232073008514582,4.867573746943937,5.444588540230115,0.0518443095482355,0.0197742377917715,0.1193618681548537,-1.591267772632896
+6172,2.51111375,0.82662328125,5.137341570153617,3.152567114731693,5.919746091281517,5.667271530312512,-1.5649645829742649,0.1523245676381096,4.969810717390138
+6173,0.861606953125,0.1341715625,3.892249545922194,1.463755849381238,4.654113541392667,0.2311568916575632,-0.2226263886010637,5.975057254877577,1.8411397197902728
+6174,0.8219384375,0.0919353125,5.671012310253538,-1.28765298822048,5.430325683258778,0.1512495175560411,0.1914267817929676,5.889117076142968,2.233220840355991
+6175,0.6335290234375,0.150989951171875,5.736064303176515,2.2012389251540125,5.352713784523831,1.416027179734369,-0.6985308932395995,4.818632663291354,-1.5089479627743687
+6176,1.284823203125,0.148081279296875,-1.110145337924092,4.454157243710249,5.530142319956889,0.9391787473863576,0.0581156518797064,0.2036300048725013,1.0071725774737688
+6177,0.980782890625,0.064978828125,0.8325597455336973,4.561132158451938,5.130149846448078,-0.0762842811929339,-0.0708567046861975,-0.2677855551529542,-0.0330858353153028
+6178,0.876799921875,0.076901611328125,-0.2174785275288895,4.88615407019517,5.430743822929408,1.363529584486724,0.394957356058831,-0.1021139899173877,0.0363918980684419
+6179,1.08318796875,0.0713944970703125,0.0113104025144065,5.063922556336778,5.2389502863082855,0.6850322303240128,-0.0344701224604247,-0.1137585740593717,-0.7827600558373502
+6180,0.869766796875,0.161711943359375,1.762404580201246,4.603616108106392,5.735541341211704,-0.0366952624084058,-0.3775447104800207,-0.0458408820571647,-0.8484607563686903
+6181,1.14673390625,0.0616344677734375,0.6341387723125425,5.566441933781941,5.221289102951332,0.6509759382801494,-0.1447487631443262,-0.1879155753160746,-0.5251318986260975
+6182,0.823491796875,0.082708779296875,0.6575878227818974,4.860368759763342,4.786933969879398,0.2776949340290006,-0.27324591782962,0.1834568499727101,-0.7252927566984574
+6183,0.727379375,0.111997265625,1.2992663414315984,5.033370251636845,5.597078008758208,0.1192026219718159,-0.5008468878729403,0.5537329947273466,-1.917177762093967
+6184,1.168201875,0.12450814453125,3.381648818309237,4.718792151047801,5.079850255429619,0.452436807334004,-0.4213636852519797,-0.0747099942291345,-0.1428890175985566
+6185,1.074583125,0.153561982421875,1.0518811961005077,4.893680845834664,5.495640357101817,1.0435294326449127,0.5182932208186264,-0.5374198418521654,-0.1372165781183397
+6186,0.711706015625,0.14119931640625,3.761057925522574,0.5769986224289986,5.306735784712037,1.039489053391632,0.2289077176919832,4.144357224211987,1.7653565197326746
+6187,0.898695703125,0.12066330078125,0.6117574269227878,4.996912197064797,5.588807853919633,0.280066770693496,-0.6658819079247701,0.0255129618690946,-0.3805283835907228
+6188,1.35909921875,0.38798890625,2.102932004554134,-0.954343489820296,3.4440662014038126,4.3134469782711005,0.7540832142805904,-0.198064946507378,1.0514768429425612
+6189,0.9066590625,0.149814365234375,-0.4501855224912093,0.7340041620709379,4.498826757885178,0.6883105872576903,4.104801257040897,0.9316994020231985,-1.0441490647772125
+6190,0.969895234375,0.107587724609375,3.8884386759482257,0.9183905195501124,5.113194715183333,0.6552617256518323,0.049790976309644,5.502220776207166,-1.5134638468458894
+6191,0.738201328125,0.083558515625,4.475405537192201,-0.1263036400888471,4.770818311664758,0.8248331921226095,-0.0817337350895045,5.244603770938478,-1.1473285361856476
+6192,0.79588203125,0.087107509765625,1.009684958163608,5.269142061281055,5.0027937286418585,0.5329948630940676,-0.0296626550211954,-0.1208532443128839,0.4850116281360559
+6193,0.759327890625,0.138194619140625,1.3211718308727656,5.173927889568729,5.808098731771752,1.1256379254347917,-0.0922873474813611,0.1419169508639811,0.1646442426144669
+6194,1.650239375,0.19446859375,5.065634095521031,1.2513047648420204,5.032061932629835,1.2383050824218111,0.5052431922981484,6.249343518890589,3.021492596110197
+6195,0.99413125,0.14865857421875,-0.3307070365473874,4.615503544103461,5.477057295081459,0.7511436101322926,-0.1960031618093334,0.106785951722226,-0.1622631578379408
+6196,0.987100703125,0.129846640625,0.3163911201283436,-0.0831038286195958,4.377060667025343,-0.1654049477983008,4.4320219018555145,-1.128189569206082,-0.0191421604585568
+6197,0.801801875,0.134490810546875,0.3711469930688574,4.674561256169048,5.47572957446674,0.827069516757196,-0.459693319556424,0.9402245352554526,0.8449561327204702
+6198,1.6965259375,0.4145113671875,5.039523132744163,2.2061535438773667,5.377108304997242,4.954659535851143,-0.7345849911170668,0.333522238846672,4.8516656677985806
+6199,1.111697421875,0.5806757421875,2.8953608397419446,0.7190814504313011,5.116430096567403,5.4726790670861885,-0.0370421732675814,-0.3299029707414498,3.650909546932104
+6200,1.00657296875,0.0723492529296875,1.5034566680832269,4.993953087023135,5.470627613262916,0.4225253931915813,-0.492495286071123,0.0600248345773198,-0.2767981205132933
+6201,0.89454140625,0.060687509765625,0.8693717811684978,4.757324901313031,4.586261308598841,0.3799111715716541,0.0465701859996164,0.2042406662528082,0.3034290723180858
+6202,1.051865859375,0.139640869140625,0.5882852673340501,5.026543744018685,5.58263405731226,0.984381956784277,-0.2709187431986116,-0.0745795935452411,-0.5668333344065466
+6203,0.834931015625,0.1372434765625,-0.2950493381329477,0.0900919418979707,4.160790632201617,0.1511690676313865,3.237319839169604,-0.5080946817334617,0.8868193536925923
+6204,0.957001796875,0.154792783203125,3.741304233497247,-0.8020943969402493,5.084619846559384,3.3282283562083745,0.0159799370878066,-1.0439740132856048,3.99435675419986
+6205,0.90371390625,0.186091015625,2.064367445555967,1.5940502907958392,3.8815768238259367,0.6220777885145484,3.8054085112395706,-0.5338248349578348,0.6580241604930033
+6206,0.991088359375,0.08217888671875,5.248019347931875,1.9655259898874768,4.839801209261995,0.2055703979213732,-0.3865826853914194,5.065741205867234,1.2614118668560157
+6207,1.131965546875,0.1211373828125,0.6216546734916503,4.681880633712988,5.339661800668172,0.8380700142006303,-0.0506479524929882,-0.1966286000625755,0.4776232337984248
+6208,0.5395424609375,0.170448203125,4.674653143596944,2.1021759578329315,5.503721703906097,1.0396545242735742,-0.3374230201521583,5.67405149311917,1.73047189512067
+6209,1.176224765625,0.069003095703125,0.3781843819658501,4.272406153316553,5.048485993110604,1.7847089509627292,-0.2163387446799515,0.3937789535045785,0.6313341782850984
+6210,0.8634903125,0.182551015625,1.8125568561884475,4.673767656561651,5.631778236475675,0.3748331672367169,-0.3426581670075155,0.229709316000659,0.2688052517924309
+6211,0.96677390625,0.18193890625,-0.3762642866538729,0.6077347074041992,4.472473097849307,0.3917470069626844,4.839214416199489,1.1628351518624571,0.3573513592441555
+6212,1.192353984375,0.3816179296875,2.590317335732971,0.9034344461998326,3.2583679484936057,4.424391427079533,0.1431325776905248,-0.0240007520691144,1.796950908691832
+6213,0.98596046875,0.3498578125,4.107876844917615,1.0193821904263185,4.942552007622736,5.05445329985578,1.471763871597118,-0.3824974504268444,2.688593404620488
+6214,0.98429515625,0.090328251953125,4.425986566688008,4.481353970081789,5.568536226643229,0.588766985528959,-0.0966108151809406,-0.2710774309721468,0.9787369802885448
+6215,0.713200234375,0.129652197265625,1.3525699598612102,4.945193949614724,5.712437201097706,0.4299033969584611,0.3080551173952775,-0.641532949220531,0.0859821816265498
+6216,1.0185321875,0.124854404296875,2.540809630447905,4.079150151108621,5.187502968543005,0.5650859406325996,-0.5832413367074297,0.1302860231400182,0.1160474136544756
+6217,0.84599765625,0.151521640625,-0.1911944918503213,4.478116554024564,5.645897618824034,0.6617670324018224,-0.1736593061440052,0.0046549128019284,0.1377141725689465
+6218,1.103306875,0.133720869140625,0.1189779378464133,3.9174627110337807,4.515360289667134,0.3445452001797939,1.309961535073173,-0.1556518820116313,-0.2368613743506949
+6219,1.267959453125,0.116940283203125,1.8760650010048376,5.604022773118632,5.21561652305918,0.6488702001045801,-0.1875610059079351,-0.3755620810766191,0.5325077323048439
+6220,0.85208125,0.08282099609375,5.074030952423983,1.5705931251594534,4.727860916977575,0.1037138117978047,-0.5990005249748106,5.609984330340798,-1.4980499320631635
+6221,0.58935703125,0.14008373046875,5.551334524008197,-0.5841454754117487,4.962638500825952,0.4312193673440553,0.1033863350169863,5.513055376524521,2.18906425156666
+6222,0.90260234375,0.132890341796875,1.1336676741502791,0.7779300907556872,4.289228559725308,0.2474568206489733,2.413691080885,1.0506603286383196,-0.8927329513912963
+6223,0.905783046875,0.143978994140625,4.026879183336379,5.0322895299289065,5.563726087450786,0.7891674267194158,-0.529779958291776,0.2103233024155026,-0.1683105443871968
+6224,0.92154234375,0.142596357421875,0.0263967219786622,4.998478616701649,5.620306601321986,0.9935631829727076,0.250368811667961,-0.2654732225545958,0.0352182581936464
+6225,0.897387109375,0.1259705859375,-0.6542752291230016,4.766110682741503,5.383361694229765,0.9442259290585902,0.6460625348983839,0.6601097786458914,0.3003576808883552
+6226,0.864923046875,0.089405302734375,0.5773214128171325,5.236831842005208,5.293182322453069,0.9766527610154804,-0.0490697832563016,-0.0728845676579461,0.0355318669058601
+6227,0.89734890625,0.109491845703125,6.003049334192847,-0.6522737292395898,4.969094484350449,0.5677274271076995,-0.8744356662827406,5.3325729482172886,1.135430109174497
+6228,0.89174109375,0.1046718359375,5.44026893253416,1.468185665390453,4.630325780928829,0.9507484223668364,0.669124594816967,5.517454109890368,0.2110555696969573
+6229,1.294979453125,0.4159507421875,4.2982388784242245,0.7962137427502318,5.193183378925511,5.510322459521682,0.0802698732101839,-0.0938340946103845,4.098882494963839
+6230,1.52102484375,0.3316437890625,0.8136144843515685,7.11740890905631,6.088946569967536,2.3211201875446976,0.624155221651175,0.251791572326699,2.244771710377807
+6231,0.787907890625,0.103864697265625,5.679729178622268,1.747816717588082,4.864623723036576,0.3927765336175805,0.3277065089665284,5.426039536103392,2.3548339612893057
+6232,1.08653671875,0.153378359375,-0.2522286065917804,4.639686105172811,5.392283790324088,0.0225494986354435,-0.2476098828782204,-0.0825125146596133,-1.028577022454566
+6233,0.775436640625,0.0811653271484375,5.023430762733714,1.2625465625969288,4.838612379319018,0.1609894475994834,0.5740291613067855,5.634129806771402,2.20183859174426
+6234,0.739886328125,0.13738208984375,0.5964348216002773,4.169957257658904,5.1961461440722205,0.7527386733763016,0.2037642982834527,-0.1640925864812614,-1.16622993857691
+6235,1.41871890625,0.4661635546875,1.7830377713481502,1.747762125233592,4.810325822299071,5.181440354634809,-0.1398682948462251,0.2443440110421346,3.294377853401857
+6236,0.893000703125,0.1266558984375,1.3155527943881695,4.797693000940737,5.578291631676352,0.4442972555012401,-0.2990291609276881,-0.2133033377308532,0.0693649448390578
+6237,0.7531534375,0.130785185546875,4.457452363612858,1.99057146519543,4.934029359888358,0.2029739563883621,0.044335221050911,5.815879630921922,2.0083889441254743
+6238,0.789435546875,0.105184921875,5.506113909044244,1.9458225256398975,4.676868939296503,0.3665767616078336,-0.1973708266898478,4.882122046553501,0.2522098767201358
+6239,1.656673125,0.28411623046875,4.5910739684326,1.937564400865874,4.42200675795246,1.1857690886754744,-0.3126167876926436,5.517829854681409,0.0256215208523608
+6240,1.80877921875,0.20813986328125,5.130809815993338,2.33392398585468,5.832911589254944,0.5524960144353421,-0.0254287816902906,6.268761952036607,1.199813116752076
+6241,0.592520703125,0.16470404296875,0.5229624359755097,4.8211484506623945,5.625250269740398,0.2135153095801459,0.1428702494895629,-0.3230555457561607,1.2152258851196251
+6242,0.87637109375,0.142782392578125,0.9609238194216488,-0.5742326198842311,4.872047596097907,0.734620166687777,2.8670516083603363,-0.1247533328945249,0.2697992979177045
+6243,0.869485390625,0.10987650390625,4.356929697547547,1.4499288068137417,5.004495509371542,0.3374867120205522,0.4167881100420365,5.793670777190542,2.301869602234184
+6244,0.603892421875,0.15411828125,4.0267082782695045,0.1287590670166417,5.030189585874609,0.1618348892746626,-0.1934200689036377,5.017947749899381,0.388638687883654
+6245,0.908786953125,0.14549904296875,-0.5035011428187361,5.567531557710763,5.531216691278681,0.588877633093968,0.1719212420303214,0.2376032786821832,1.2587757608746952
+6246,0.90951125,0.092500615234375,1.29845408946139,5.113219050019491,5.411419269443348,0.0740243182115744,0.0489477044645284,-0.4397964249228009,-0.0560774954168458
+6247,1.221765703125,0.443748515625,3.366659030118616,0.1961652163312534,5.040258246902181,5.329496226269823,1.6446616696475025,-0.1449318449520014,3.401693309950208
+6248,0.89418125,0.115216796875,-0.5766760675469087,4.82253928616413,5.5164991203028215,-0.1928188311941004,-0.4815979564292897,-0.2596853622050932,-0.5335411234962211
+6249,0.6486070703125,0.13253267578125,1.3372111356906509,5.277411094183269,5.805984231958624,1.3988910204931706,0.0723819264474225,-0.0485575546817955,0.0648755253238956
+6250,1.26324046875,0.31286365234375,4.0837862498126105,1.6722406678993456,5.296387507632962,2.809377723146279,0.5565262771570715,0.8644648445911935,5.004545507624088
+6251,0.8034471875,0.0770432373046875,0.9076245132293476,4.908320774626694,4.875237233757004,0.80770948272281,0.0868814371887455,-0.4595030484508446,-0.4154816306673604
+6252,0.851592421875,0.076230703125,4.954585071379519,-0.2313406500474187,4.751268386261888,-0.0160157595714167,0.2551367670257147,5.995441513127987,0.3813755529616632
+6253,1.17999171875,0.16444298828125,0.462409935617675,4.96680931879622,5.67365943547788,0.9399679131081692,-0.6720089158860222,0.656498830924673,1.132117874889798
+6254,1.006053359375,0.124507548828125,-0.882264052569352,4.097459297158971,5.628090958312661,0.6751187837200414,-0.1383167223402065,0.713792424347722,-0.3878531591852394
+6255,1.14501515625,0.131678134765625,0.4926103490529862,4.200009147095365,5.210452394383385,0.1522922087034035,-0.0328703065253921,0.702064156580914,-1.4642341223709168
+6256,0.971239609375,0.150628701171875,1.319610878097482,5.014099797919939,5.744095114806789,0.9343608927018224,-0.4362125945845794,-0.1912508311182282,-1.3049470254310154
+6257,0.91523875,0.084787529296875,1.340222716365181,5.449308443319517,5.230235297884426,1.0717187288297565,-0.2935188649121775,0.3997949586504918,-0.5363398178778394
+6258,1.37435859375,0.603902421875,3.849472329149232,0.9549866320629056,4.96082108093855,4.941982776779479,0.1544581855096204,-0.3649299795839772,3.481499884485707
+6259,1.04788390625,0.135071708984375,5.011042060684082,0.618526637584788,5.184016648064552,0.7776071704795293,-0.2053955542036741,5.577200192596869,0.1950481699669768
+6260,0.779692265625,0.126082197265625,-0.0035670172749709,5.114884542195656,5.438615716943432,0.8270727200297031,-0.2714426787012892,-0.2378414045268105,-0.04844564564108
+6261,0.954672734375,0.088203291015625,6.06929103475072,1.6369049659220958,4.950807520625002,0.4020717590112961,-0.2647327921749048,6.272480485449988,2.98358651498023
+6262,0.9754075,0.105550986328125,4.562260661367324,1.1181372675816277,5.006755071871528,0.6755647462835939,0.7435893927236525,5.804447715609267,1.465568681394536
+6263,0.728670390625,0.09678052734375,4.933308451424624,1.8305131988713108,4.980480807326029,0.5395349492331427,0.0423000540434758,5.597000000359228,1.857851679931063
+6264,0.87673109375,0.18229236328125,0.9969878534505188,5.040937962206752,5.55079931509401,1.2666262190753024,0.3789849836147663,0.5544420451155045,0.4408076522297638
+6265,1.004048359375,0.1596283984375,0.6800603534688897,4.628837643952021,5.523572752175865,0.036486601540428,0.1435144240432355,0.1052701640233899,-0.4398841823327012
+6266,1.137285859375,0.1130786328125,-0.4021818336931296,4.152132472811645,5.477578907377476,1.4852281203518545,-0.0451029037042757,-0.1979047174812755,0.4748506231409585
+6267,1.310501796875,0.137416298828125,1.482664435095404,4.633537825359493,5.495525806089405,1.0858771542730214,-0.2783308276432158,0.2308155477677427,-0.0829477037701578
+6268,0.9795796875,0.1476648046875,-1.0313854296807743,4.104604141870616,4.917049157061146,0.3987192219879956,3.4501287223681643,1.0781695300439098,0.5370680345574355
+6269,0.947290859375,0.104688642578125,0.8069769874434389,4.599845825964647,5.021598285109579,0.6193468629361236,0.0639454127425589,0.636624290051451,0.3326075057952841
+6270,1.65471265625,0.194857421875,5.866071071290379,0.5749430347688125,5.481185376247306,0.7277582263974006,-0.5346359294411496,6.441178176991088,1.3257109847346584
+6271,1.211858203125,0.121292216796875,1.278909149988096,5.128339498745018,5.428448708162141,0.1128759951514349,-0.5187424509190187,-0.546904223220026,0.0605190319321114
+6272,0.81294890625,0.106945615234375,1.551085069804468,4.491333871191948,5.086604295193856,-0.0129433361856796,-0.3570001582573911,0.1119285003049727,0.3048878468265822
+6273,0.89495984375,0.1030263671875,0.8138687732288057,5.101141358153107,5.574280479835071,0.0598440656772916,0.2357678293896922,0.7998470651315005,0.2929649405301632
+6274,1.247413828125,0.1186991796875,3.2055106271539677,-0.1929646264301606,3.293262836474242,2.562382750455764,0.5039234039292547,4.458158699601189,-0.0794685008435015
+6275,0.627330625,0.109339423828125,1.7413566081347749,5.160121251594563,5.784908499490066,0.6438875260411494,-0.2719912662657792,0.4091069983943128,-1.5036272876852248
+6276,0.9517071875,0.18116357421875,1.2167002239692215,4.629343527378498,5.210901393177704,0.5785295360714021,3.3774273160827946,-1.300204298253013,1.156415269469616
+6277,1.00000203125,0.109650869140625,-0.7932702145137156,5.28788260925553,5.312394912928582,-0.093533642239117,-0.2528496945669605,-0.2181943954380373,-1.2411730342119944
+6278,0.7707628125,0.10166173828125,4.458607426522538,1.897435635306776,4.626719212243488,0.8247815120081154,-0.0460642643397465,5.108000314864091,-1.861336789546377
+6279,0.79924203125,0.094240302734375,-0.02293116401432,4.946661188897761,5.212176413202685,0.6989997275975198,0.0274774443507181,0.1488597009292859,0.010188487520335
+6280,1.185281953125,0.070260908203125,0.218672731791956,4.8305710682285765,5.520140555521694,1.240140396784195,0.103636392616293,-0.018180181852559,-0.0848748813975559
+6281,0.5697089453125,0.108435068359375,0.1300986897879298,4.345215133994257,5.271488451437589,0.2997447657780471,-0.0456200515484896,0.0640378777063237,-0.0211096143700034
+6282,0.842339609375,0.151481435546875,2.011520418191852,4.330469272029236,5.535268173432363,0.6285950542079657,0.0251168999758307,0.5594961890127651,-0.1012035456790308
+6283,0.6311291796875,0.103572451171875,4.67681856881232,-0.2185196427103017,4.660190256998165,0.4022011447432484,-0.3337983979967535,4.95389203376795,-1.0002317195174273
+6284,0.75723109375,0.0894905078125,4.5818329616777,-0.6018008090085099,4.633385967450445,0.4289208554548032,0.1195409293901841,5.452784817420806,1.8028149284609385
+6285,0.701620546875,0.095256875,4.36846989919777,-0.9659571705621256,4.810294695158455,-0.063534071947572,-0.3585247512194379,5.659956372341075,-1.0983562121844406
+6286,0.855510703125,0.0812403369140625,4.746295503014212,1.5415608553399496,4.859690200824677,0.7825589579856069,0.2573648220681665,5.95591478391007,1.9345959545249405
+6287,0.805547890625,0.120834326171875,3.667072444233107,1.0228165273406895,5.071927943187955,1.3712547933112076,-0.1748928770887479,4.893021319490783,1.6624065483529666
+6288,0.69733328125,0.1237940234375,-1.1684633466386267,4.852582957618885,5.68840727055097,0.659841148149835,-0.26574979785984,-0.0448189881292942,0.3828651046644162
+6289,0.83228625,0.126930751953125,1.0942128543386451,0.2612749370654562,4.629868726614926,0.4125793524955737,2.5001380767704444,0.1116083240023032,-0.3883487275960754
+6290,0.513921015625,0.09144623046875,3.9938277586432194,1.5340200462404954,5.105637580062627,1.88907361541231,-0.1032472384922045,5.46598636249318,1.9603092894140397
+6291,0.9863790625,0.116272978515625,1.5877949301037348,4.562306286154611,5.226744090482312,0.1625367618102617,-0.1535951740375704,0.3129149522075217,0.6084029782815898
+6292,0.494551484375,0.130361513671875,4.085881241922591,1.3501508983656858,5.150526112749203,0.4708023961103112,-0.2035783235656125,4.967422402255116,1.0303376879952402
+6293,0.9097378125,0.16738408203125,1.5947874083860387,5.042005057579675,5.706954643471371,0.2935110719194687,-0.2739325459587726,0.3432968380778307,-1.0604630392870278
+6294,0.7973315625,0.12521986328125,-0.6720745006857478,5.089212171669912,4.7458868297496695,0.297718047192115,0.0292396307982693,0.3969314613597065,0.6777262361849423
+6295,0.92577265625,0.09824537109375,0.522338264219757,4.766161679604123,5.032982368897536,0.7152545791884671,0.0252186055158874,-0.010863062742311,0.4876436710781274
+6296,0.6452678125,0.156424462890625,0.1757325796457405,4.501267187315729,5.610994955935094,0.6901571466887317,-0.4784662552493049,0.5846948733901317,0.4648633844806125
+6297,1.503700625,0.2672759765625,4.449450109193907,1.309265736195648,5.513616396548817,3.208044538623212,0.1908375375995217,-0.2244651537056944,4.862140128923218
+6298,0.5895753515625,0.126969150390625,0.49693483757551,4.044857908317954,5.066767334932616,1.5912077399964104,-0.2796476428912404,0.5289090601701565,0.7629668307422737
+6299,0.862541953125,0.127872900390625,-0.3449618231404016,4.465824055963865,5.305766531299568,0.7009024951000361,-0.2324044943291505,0.8524685811180859,-0.9284195749008473
+6300,1.025436640625,0.101553720703125,-1.0662248214616223,4.5763781541132005,5.475234145713746,0.8458737969461103,-0.3735837995523677,0.7291688546396948,1.1054238219332138
+6301,1.57315640625,0.30784533203125,2.938629209138462,4.671168457204776,5.8230382795159406,0.9596034371549432,-0.2900005554874659,0.0180775530819061,-1.590134127757067
+6302,0.85480890625,0.101822568359375,0.420640167775647,5.262748228927117,5.697810056684279,0.0750982088552001,0.1776362181803969,0.0636240615856421,0.940805781732553
+6303,0.932306875,0.132400068359375,0.995301204574091,5.024215609756112,5.442589972012359,0.5890158205698283,-0.1261169966076195,0.2165652992404603,-0.3490628572623729
+6304,0.619609453125,0.173656328125,0.1241075290132459,4.931898662663963,5.589254494373001,0.558523557823537,0.0271141137164275,-0.6301876994367077,0.8194572604784347
+6305,0.720649296875,0.093236337890625,5.548734871850387,0.5679165810417567,4.702659602655072,0.7838534871876958,-0.2184637649992126,5.379651250469064,2.291546463980403
+6306,0.98271515625,0.1585494140625,1.599390014572543,4.547533733664607,5.619808429100017,1.3677965717719571,0.3281185644470971,1.5649035253869947,1.4243535824562636
+6307,1.289188359375,0.1026273046875,2.384523537584029,4.793316669605302,5.616171180158521,2.005989312458138,-0.1505285969556531,-0.4014092330359507,1.3108119429608565
+6308,0.9271675,0.14215828125,-0.1905055907153344,4.981464450620968,5.517744428021002,0.532824657160216,0.1309819047406477,-0.3440976111330209,0.682447681728679
+6309,1.0465578125,0.17908423828125,2.1518478334753244,5.188100975769639,5.139808242684585,0.9908306323534192,-0.0264129032679491,0.1862057601064308,0.9987909182795536
+6310,0.9319690625,0.1408920703125,-0.8206147262001833,4.39396848976106,5.642815645086696,0.4620401172689515,0.041734932548202,-0.0717658651674484,0.154001827778964
+6311,0.7736190625,0.14439666015625,1.1969295431510245,5.087608177963421,5.867750843710693,0.8289227240550876,-0.2332859722681843,0.333073962161975,0.1184246634164327
+6312,0.84272171875,0.153656201171875,1.2958932643658176,5.134548073149695,5.689632554304975,0.3212286485418744,-0.230542908930676,0.2825466306562501,-1.5431216678946378
+6313,1.56314640625,0.15966080078125,-1.1043195051139318,4.490656736931956,5.706833349821972,1.022187541480721,0.0489630470542174,0.0211457458114706,-0.9521210664196812
+6314,1.096928359375,0.101014833984375,1.626301498735304,4.518685297989,5.273080696494714,0.1130907187094429,-0.0949482433742493,0.3090879639732249,-1.5001838491303343
+6315,0.96831171875,0.0685056103515625,-0.093286387604653,4.553550044056329,5.227346088045899,1.0194862187022011,-0.3857594755635327,0.324873788811152,-0.2325994353653425
+6316,0.5950821484375,0.110685439453125,4.74850231079195,0.0446067416795868,5.011335300077644,0.3520593355000537,-0.5106608623298321,5.310441014044934,0.2192990925484016
+6317,0.90002359375,0.48586734375,2.883283973476224,-1.194777112302631,4.627830541717484,4.777910493923349,-0.0904654282862876,-0.3321503643545732,2.758947646446804
+6318,0.87671828125,0.093107314453125,-0.0736706073124186,4.57219593640515,5.050218350501998,0.3433623400668582,-0.1763979758569949,0.6845236483100324,-0.5153789037798056
+6319,0.90177,0.141813828125,1.0825526493510322,4.595029977388046,5.2553542123213965,0.3321014816551991,-0.1607384205390614,-0.2100269929282406,-1.3120017038061595
+6320,0.963115546875,0.102267236328125,0.7751440351126903,4.642496313901111,5.478955516894741,0.2540352184406437,-0.0565634892039997,-0.1173290821507302,-0.6282634976273356
+6321,0.84356890625,0.09838759765625,-0.1973082960957206,4.557090456111963,4.978640592655422,0.4723307395769032,0.5607700043578177,-0.37354127854883,-0.2197243277798343
+6322,1.127208828125,0.19512349609375,3.979453118625281,1.149815155358853,5.049219395741237,3.052034750487069,-0.5361298962600252,-0.1544130319906552,4.478919817541883
+6323,0.90967359375,0.130029072265625,0.5446289738494827,4.600038138223916,5.631004209012111,0.7379882940855319,0.2066549894891673,-0.7836146058147145,0.2731719573106427
+6324,0.8800096875,0.14153658203125,2.1009494099313333,4.856942649722516,5.868484455489072,0.2113823505066478,-0.3190091671790875,0.540742220766629,-1.2731904329053327
+6325,0.831814609375,0.114456474609375,1.1068263003356025,4.49659824961464,5.110493150432069,0.5750156973814202,0.1894638809146803,0.7355143290170378,-0.6068853013244274
+6326,0.875908359375,0.478803203125,3.874291913389887,2.022020895750273,5.070404575809497,5.481243301818355,0.4249743798149236,0.1203340818867497,4.414765163280273
+6327,1.4938671875,0.4837719921875,3.16087654303721,0.9998747063550976,5.025327094323091,5.431572976273805,0.252043211259324,1.018270494592175,3.0973035385373584
+6328,1.93170078125,0.26079775390625,1.8295535443877415,6.544569673424952,6.333788070168724,1.513423108407695,0.5345299278740736,-0.1772265026748551,0.954281558113626
+6329,0.87365203125,0.127378427734375,0.923806755473748,5.346950798856902,5.125848472025305,1.0086360195402184,-0.1657279356458539,-0.1787652200479564,0.4717588143198554
+6330,0.82003078125,0.100858203125,-0.4004837992569219,5.447561568778694,5.569860775622219,0.9107992331572892,0.1022561078545186,-0.0675161829142123,-0.6376721510406141
+6331,0.729181875,0.13043533203125,0.6079934169237777,4.960025323434756,5.881314298745337,0.5480817490121574,-0.0206590280776783,0.1187291545210287,-0.7126577879171316
+6332,0.871826171875,0.10714125,0.2224893272449509,0.4278914241728219,4.238335464156087,-0.1688696705053491,3.60614384649992,-0.2290513639852623,-0.8931086373396921
+6333,0.8165875,0.1210215625,2.5965469105504093,0.8860785671842918,5.409557056999563,0.0257435599323043,-0.3293403324051256,4.572625391056891,-0.8265710380360562
+6334,1.25990515625,0.12823416015625,1.2853499235427972,5.118598397251164,5.614431038599112,1.5325783260710903,0.3779190826659432,-0.1216890031152048,1.1186838877689902
+6335,1.354838125,0.716281484375,3.1050298217684027,-0.4970267916364753,4.942910436063123,4.788572097577995,2.1288749814787145,0.2415259630297853,3.355420371950938
+6336,0.6582340625,0.0626396337890625,1.2120293084347438,4.19466425531187,4.807824374926488,0.8992073273391507,0.5012554116070576,-0.2000262807987761,0.3558057054081449
+6337,0.824509921875,0.123837236328125,1.4016946804938788,4.307809384217526,5.606753548901469,0.721815069787054,0.0849779996409698,0.247616544732893,1.1697055191573065
+6338,0.86312265625,0.117931044921875,0.6807113488982537,5.6084510799505285,5.6673274229390485,0.9195589375882742,0.0814696934880731,0.7918435747471164,-0.5890574051462456
+6339,0.5885483203125,0.125179658203125,5.033092920764518,1.75806390831296,4.925781564962996,0.124658863769035,-0.0704405338235251,5.700310282334737,1.4959509801983306
+6340,0.837243125,0.093877841796875,4.517527848342153,2.3740685085275723,5.104531509892145,0.7055600034014948,-0.4724221453538086,5.186834829888927,1.3871335362749673
+6341,0.736107109375,0.1029765625,4.148060746856366,1.496568036939087,4.812097144329868,0.6194838061336113,-0.2993966026091577,5.998621519350418,0.9431184594007318
+6342,0.86259921875,0.183322734375,-0.3263114575419326,4.07800661676624,5.32432403145286,0.4051625422202179,2.262859819677487,0.4789655167335516,0.7051336742731449
+6343,0.98439515625,0.201131015625,1.670508359545656,4.913971897867042,5.302783579468997,2.408380792210908,0.1431010460649434,0.6995629534057021,-0.4611459430337772
+6344,0.6200969921875,0.140471396484375,5.324864779034168,-0.073496530860937,5.019576587843997,0.6434640030532679,-0.0587102961700996,5.675297219247598,0.6470251707612245
+6345,0.660951328125,0.13039091796875,4.810886330428999,-1.5840031845624232,4.903628410856599,0.4772232706277556,-0.30431735768167,6.175056104774736,-1.7788942042760048
+6346,1.012875,0.093996064453125,1.585596202298254,4.865105913655321,5.4992487112251744,0.6911458751261391,0.1233625965553462,-0.782792984155184,-0.1988885906126929
+6347,0.9932734375,0.17272978515625,0.6288496682840873,4.815439331436507,5.77294274889275,0.5248465481689543,-0.1397564368146859,0.5651084911147424,0.1752147368073454
+6348,0.906250546875,0.142280107421875,-0.4559425223812801,4.518723525633787,5.09378272317071,0.6092624341941277,0.2444416983590455,-0.3261269034800405,-0.6095869341630996
+6349,1.028170859375,0.122714443359375,-0.1802660073883331,4.528655541078289,5.068564716702331,0.8938460824458098,-0.0621057226353923,0.2660794995424285,-0.5210193243368509
+6350,2.71249875,0.95856328125,5.147690825706253,-0.926210824165946,5.937367005755672,5.584457416714181,0.8215442667288947,0.1112783179605053,5.181864108133195
+6351,1.09504578125,0.16293013671875,-0.5535995851719138,5.012117927096241,5.572672483113395,0.4171607081020174,0.3610668915033784,0.6051940484665207,-0.0678007001496079
+6352,1.180964140625,0.489745,2.5845633260671748,0.201003767974693,4.689077213888941,5.0721656104708295,2.8506153300040724,-0.5674291378276815,2.427103398026798
+6353,1.4148721875,0.74224828125,3.856113683020246,-0.4646659258008297,4.969472284213249,5.589566576158453,0.4077249038770368,-0.6595953900725606,3.8705196595002103
+6354,0.69953484375,0.168305234375,1.7035028361209712,4.833438107969957,5.486031830701331,0.7487649035687503,3.1753568046082323,0.0454295287833129,0.8113812392531092
+6355,0.77146515625,0.16976408203125,-1.142982972309838,4.695741096581531,5.567132772497319,0.7638972868833838,-0.5673716560245521,-0.0443581834311177,0.1877497668575788
+6356,1.075576171875,0.115914716796875,0.0252583507758733,3.927072973335696,5.661688844631342,0.4487911905466153,0.0295646089751876,-0.3481166004330763,-1.373907929604243
+6357,0.871736640625,0.094820595703125,1.5843013234423766,5.100021467173476,5.374110237117857,0.9470355496510235,0.0819578187745277,0.1237464588992381,-0.3371757159998296
+6358,0.7545178125,0.1500616015625,0.1942050063064896,4.112877407498072,5.150157682176281,1.050209029685908,0.00727434788892,0.3462550528873919,1.1028519327074604
+6359,0.76827171875,0.085573662109375,2.3886782273125693,4.295005104894678,5.288972536217538,0.279766614341454,-0.6242543281684805,0.2802358126675093,-1.0977573948581218
+6360,0.731491328125,0.09550291015625,3.949774969556536,1.449334336010206,4.866908159995218,0.1151286034083684,-0.8144219128417696,5.909984590642275,-0.4088879879223894
+6361,0.796297578125,0.1118700390625,0.2334055617071271,4.692409722100329,5.599965298010803,0.6298460134534888,0.1126577625125694,0.1460067245157035,-0.5186376673943043
+6362,0.765934921875,0.16477845703125,-0.5173311383496303,5.053618319582059,5.190131240807076,0.4210602785289928,-0.2324196068369948,0.3280993685744684,-0.1926310928170692
+6363,0.860216875,0.093604794921875,0.4058157026674175,5.028529124904056,5.459563646105549,0.4765435889950545,0.0964596633856802,-0.1620778108083621,-0.7315697371080211
+6364,0.772676796875,0.0756912109375,4.673431061195337,-0.9834756190072906,4.903233127084026,0.7642708261334766,0.6046712008698586,5.479378757522948,-1.6016232447314744
+6365,1.75333640625,0.18327353515625,5.470668833758016,-1.5927150637038865,5.573215444811236,0.99901399806361,-0.2673709036860742,6.465494027463997,2.7299111432104315
+6366,0.857859375,0.104577021484375,6.079962448516183,-1.7823575951141488,5.128205601564187,0.2391548549405428,0.2896626452248526,6.181485406063588,1.5725639183191191
+6367,0.66456171875,0.22204708984375,-0.7213615353406778,4.171877200491953,5.719554111993572,0.7202848384925703,-0.2656529884943607,0.7316850911500865,-0.1306681957366164
+6368,0.62485453125,0.1472297265625,1.9918014591158293,4.324054881282673,4.835045670739326,1.4267648008301514,0.4231119120588706,0.0136811138747678,-0.0855120351668725
+6369,0.86676859375,0.1648438671875,1.6667119477121053,5.190250679181255,5.768834783175624,1.244921668241937,-0.0500793713235599,0.2000434879883791,-0.3843357639182788
+6370,1.0881496875,0.137506904296875,1.095423000681497,4.12489614201368,5.036328758229891,0.5619414209013044,-0.3006490682008867,0.8442360735691449,-0.992080663897466
+6371,1.05674765625,0.456593125,1.8075290459447493,0.8303910683745515,4.238190747309021,5.260260113305302,-0.2473404436715839,0.1440979673256441,3.4644229219672065
+6372,1.150591328125,0.529732265625,3.2766236382338314,0.435095139312566,4.871204020445584,5.278309433261768,-0.3189178430288296,0.6016449540875143,3.971696796399148
+6373,0.95037171875,0.098632431640625,4.855112086950812,0.7904305927558375,4.728125547828285,0.0787369819352709,-0.31787110035578,5.663866408951859,2.243848461829125
+6374,0.93986875,0.10678599609375,1.5274593127047005,4.819984408994672,5.596265208015817,0.3247212847723826,0.0730555943297145,-0.3288045966860144,1.053337427414731
+6375,3.165608125,0.30750765625,5.845499215502845,1.4582328941741582,6.054898338363189,1.3722309862674589,-1.3153360586668972,6.70484386367619,-1.2383191738480237
+6376,0.7616434375,0.18320453125,0.1034695617659893,1.0535323768863512,4.486964126890966,0.8227102816108924,4.533782718533304,0.7434227467877061,2.4408373538311
+6377,0.918188359375,0.118889404296875,1.4768235904369076,5.069575166183385,5.39248296688092,1.093626290805263,-0.2455038992846266,1.0121530848966862,-0.4064274772199566
+6378,0.82933515625,0.11146796875,0.1659796056761227,5.324414648636644,5.725526024772387,0.7276645212595497,0.183306540931421,0.0925618764445484,-0.7388443670359647
+6379,1.802154375,0.20592986328125,4.759380667007362,1.697509273256321,5.864259093795026,0.6110292840620856,0.2881609957027607,6.382663806781541,2.8134776958179724
+6380,1.634864375,0.2388625390625,1.70358969522941,6.286233937589095,6.015154020630387,0.9648192986167886,0.21912312285182,-0.0917441790011821,-0.08995754326327
+6381,0.8098275,0.078431865234375,5.511968398128308,0.1508113079181233,4.589086995516291,0.4074974403477606,0.0193566815417663,4.781249624956843,1.0137234138230726
+6382,0.814662109375,0.0711574609375,3.880389103717528,-1.3221146784511837,4.955576802451203,0.3721564565888303,0.1335737265624766,5.60399936183222,2.257750290972173
+6383,0.90501796875,0.0805160107421875,0.1444786722955219,4.73104899423978,5.085974744857846,0.5037497546995207,0.182001652177026,0.0666355854520037,0.4912282797784193
+6384,0.85907359375,0.108301240234375,1.143803619972688,5.041359679227704,5.076832157941441,1.1316193367875365,-0.1825396897127565,0.0693520328104261,0.5725797617418134
+6385,1.37459875,0.3915751953125,5.057457658914511,-1.6905714045865647,5.499957806115513,4.853234812195402,-0.1143960148352519,0.4853748808243708,4.712418174860751
+6386,1.055903359375,0.16697720703125,0.8456501808617148,4.335026085939232,5.508129559780636,1.2343712312772763,0.4656631841588607,-0.2899146137559807,1.1660818112152147
+6387,1.07409359375,0.1223321875,-0.1557686159125627,4.567238060421337,5.516662189420432,0.1999881032327244,0.0100621725257866,0.2417949792897667,0.7306223462767741
+6388,0.80587046875,0.12064529296875,-0.5254663736510364,4.717249565057892,5.705979041631985,-0.1879269237285093,0.0957812818564371,0.0853062149056481,-1.658091704869593
+6389,0.96305125,0.112318310546875,0.0982440940386608,4.588704228495214,5.607190974973009,1.121367146525382,0.3543008613845211,-0.0558107465357474,-0.8827477740058894
+6390,0.838147265625,0.17640658203125,0.8325247762592807,4.489498915500218,5.510746212040727,0.5067040347563294,-0.2160230158097786,-0.3906499421430339,-0.0262623768769641
+6391,0.895959765625,0.1728305859375,-0.1630480035927896,0.1360792316429714,4.928546985749103,0.0267303766483308,3.531031587771253,0.0436387168274221,0.6521655303426833
+6392,0.801172734375,0.253889609375,4.262816399773511,-0.4561503237222581,4.290003464661512,4.067585188916127,-0.424264162164694,-0.7393283303359932,2.804197744606727
+6393,0.970066953125,0.0831942578125,3.331401619315923,1.2718548869818176,4.466073172831383,0.5313767402913419,0.3462687948059506,5.401288986309044,1.051794677604048
+6394,0.9700409375,0.1141954296875,-1.4732123374807915,4.92647955269478,5.5157058631986375,0.5523841254708103,0.0574194897414404,0.0883611637627769,0.7277323977351469
+6395,1.48340359375,0.19635392578125,-2.383146489662252,7.105580855252568,5.974566111645137,2.0784209664991944,0.4245271224815372,0.4804454225946757,2.747341788979935
+6396,0.760046328125,0.1436411328125,0.9576977801465651,4.64792636339012,5.164822592652676,-0.0214802905457475,0.108714934671348,-0.5942571013459005,0.3511782309508921
+6397,0.58853046875,0.105415966796875,0.7384503915392279,5.218206601390346,5.152130476444854,1.2122510583232138,-0.1521278292299926,-0.3596720685046756,-1.3448785178469644
+6398,1.43418953125,0.4971226171875,3.4428699871750195,2.1332600120063767,4.91000540108223,5.483934266210995,2.244800412654796,-0.6155052132615149,4.027199784332976
+6399,0.7127375,0.127628056640625,4.560440572826859,1.0475089454626088,4.950164675340351,0.3488339571185258,-0.3170699364729683,5.333548078905976,1.2443335376858384
+6400,0.887390546875,0.086990498046875,-0.4102481477033826,4.59269790438047,5.2104029001772645,0.8949458247073433,0.1791695239346201,-0.3567849829038694,-0.3790106236947675
+6401,0.800855,0.17858615234375,4.8791624780792215,4.632187294057498,5.778778580382654,1.0408143837432553,0.741305039290922,-0.4178226514580029,0.5348091823424589
+6402,0.9760121875,0.130728779296875,0.6839294831603013,4.100418799061058,5.475372266761918,1.7391881046272963,-0.0130485459962128,-0.2611986383234912,1.0545481714432547
+6403,0.812070390625,0.15651267578125,1.9958671846297669,5.273351023490548,5.772939691313625,0.9940354793747616,-0.4815184999207463,0.8983310841965613,0.6700312761859882
+6404,1.177045625,0.124126484375,-0.4456948115826084,4.357356000601954,5.550361332919799,0.7693851557039103,-0.1223383914362168,0.0875612507275847,0.1501505278659187
+6405,1.02617296875,0.1336206640625,1.2212992245039838,4.707269550388674,5.349463227241173,0.5508932577389077,-0.3129538510090403,-0.398411928303265,-1.4138926048678797
+6406,0.75354140625,0.139588046875,0.1293131364949385,5.347515235969248,5.289996416819204,0.6380202395145862,0.1549008710099082,-0.2026411085644972,0.7834484402818799
+6407,0.8302396875,0.134844267578125,1.0009206853753885,5.224137125339808,5.5038984646628935,0.6502205601744885,-0.0851327713355888,-0.1037232221238051,1.2114377710835569
+6408,1.40548421875,0.166467734375,4.786798858134958,1.9741624891501524,5.718596123456717,1.7308732685167505,-0.0419961273417895,6.730770686689485,2.763822288617117
+6409,1.2897778125,0.457970078125,2.9233061009875825,0.4410328385504675,4.52677195250396,5.361360175202979,-0.0113370105315639,0.3325464495694768,3.4035073450538222
+6410,1.33027296875,0.10194978515625,1.0561751816770977,4.336437026375687,5.330072189616677,0.5015718150736324,0.16041343320947,0.2498228906529171,1.1983801798550755
+6411,0.71904609375,0.16526873046875,5.112788587056072,0.9233053809927032,5.246325819028892,0.9962761933265776,1.0736893113520265,6.127450563373164,2.7498692144947645
+6412,0.700265,0.12461076171875,5.630256780546062,1.4532237537111614,4.830481232964732,-0.1640913635648567,-0.2777156806006732,4.835479219986759,1.6481108359345635
+6413,0.824519921875,0.118084072265625,1.3268827249262494,4.033237175307828,5.0709345850012015,0.4982032969224825,0.1374143010167916,0.0347811349179371,0.7812749313269888
+6414,0.846490078125,0.20719802734375,-0.0139288612739966,6.640120063773679,5.216330394379961,0.8169263055759493,0.4529232463201667,0.1792159005392652,1.7690061460354618
+6415,0.807209375,0.10703802734375,-0.3418625967028833,4.179292706174397,5.457225095116541,0.7626642428543711,0.1202743369545458,-0.5843875535915359,0.628067091791773
+6416,0.94784390625,0.13543236328125,0.1405735459973238,4.381378083933163,5.052042207227963,0.6861704286669662,0.1827333858217388,-0.3743169691166795,0.9111944589996144
+6417,0.64658609375,0.0949658203125,-0.2612541207598805,4.590666337842257,5.013186188005249,0.3330138901660205,0.4054290740257939,-0.1965093915967641,0.252470289833087
+6418,0.909356328125,0.061196396484375,0.7132867806689168,3.5943160392923668,4.741829034079796,-0.0737071116599027,-0.3433444513793262,-0.0890581827224011,-0.1323053087703818
+6419,0.869005859375,0.0729199462890625,-1.0668181662180578,4.551834653802502,4.8544019345439535,0.4553182105834895,0.327705609362285,0.5000040534015535,1.4213091230727766
+6420,1.013796796875,0.119610126953125,0.99232934927018,4.829881374856179,5.551734436404739,1.31175920863507,-0.1285990026013659,0.1071881733075121,0.1686052716757666
+6421,0.92525125,0.1174923828125,-0.1215315947360891,4.161079080335445,5.211709541164735,0.5559313610555131,-0.0610778897700104,0.3807813929130807,-0.6057266844505607
+6422,1.00862140625,0.1501522265625,1.265371099401822,4.094091301957295,5.1160837178103264,1.7728549591680929,1.8943163352250567,0.1279068291043866,0.0155367031095872
+6423,0.671181875,0.106354521484375,0.525628280558792,5.376197255285047,5.379122268536307,0.3317472974193519,-0.0890705713835486,0.1600931372700852,0.3681122600499294
+6424,0.77131203125,0.090028798828125,4.516385165538013,1.7982269857071105,5.052726646971453,0.27981322573299,0.087886857077138,5.718104542615626,1.849220459180565
+6425,1.136565,0.12575875,1.004545500246507,4.785362467200087,5.358378918928096,0.5222644397211391,0.0677653874378808,-0.0829415020396415,0.0693799483693984
+6426,0.6030985546875,0.137734345703125,-0.6544443499711601,0.2656997591723383,4.450721801433992,0.4347523368976344,2.996685828509688,0.8462370189118471,1.0436438454126282
+6427,1.41558078125,0.17773521484375,0.5144756523581948,4.691263446864553,5.739439592002886,0.2937045179348436,-0.4479471802919478,0.1324985694662598,-0.5721457433069376
+6428,0.887881484375,0.09959859375,1.3665774934230754,5.094466649312841,5.280049525047,1.3759276745086733,0.0711431222318062,-0.411803691221445,0.8355697345070529
+6429,1.093300078125,0.08958412109375,1.3937349369068974,4.947709070541206,5.487206619986514,1.5720196857191138,-0.1315678070860111,0.1396960354239834,-0.4909686183275948
+6430,0.812587734375,0.122063935546875,0.4390625669617286,4.781354134135693,5.482697514463728,0.4942363903153557,-0.0335086903791429,0.5803670598460196,-0.8978959528507489
+6431,1.035348359375,0.116040126953125,-0.3854598988898747,4.5195867477547775,5.234692578764607,0.9328346613889222,0.1258993029562013,0.2379841775413589,0.2213236299056727
+6432,0.868233671875,0.0804548046875,2.075982107569575,4.861180368569331,5.305273933902116,1.0678122217853805,0.6824188988696019,1.5122932092370538,0.1833077682866799
+6433,1.022836328125,0.141309140625,0.9458346875472164,4.705940940239347,5.328303904360725,0.8975642197683231,3.213815153783649,0.3290757745529206,-0.8521713373431989
+6434,1.066328515625,0.471206953125,2.7364125222970634,0.6082555615231753,4.759211680807381,4.8128930451682335,0.2060831521773443,-0.0640190955137434,3.373413239487389
+6435,0.829307734375,0.1722953125,0.9595819796265188,0.0919197396848964,4.660689874798625,1.501174195064979,3.9729438144694456,0.2284155366947739,0.3659541980107105
+6436,1.264752734375,0.54788109375,3.304273247794949,1.817314102789992,4.802548806489292,5.48246868881167,0.2945509038756253,0.8214476514055713,3.824826912961701
+6437,1.0647509375,0.1342795703125,0.3704966487759594,5.822982979674739,5.77518988163191,0.4984522773157014,-0.000934074359026,-0.0741125060662021,-0.8015405454256233
+6438,1.04913890625,0.141238935546875,-0.4563398760064975,4.755663229138313,5.542637910433556,0.5319857374721718,-0.023435910221027,0.1687457649270297,0.6334351138226091
+6439,0.921040625,0.1219961328125,1.0442204273542552,4.363707303683609,5.05095386536224,0.9247065451244938,0.5508586556958504,0.1263941911923337,0.505526140009081
+6440,0.826651796875,0.088900615234375,5.156990734324157,1.0199716418453402,4.745880923845451,0.4478024088041781,0.6016274926993429,5.738112591432594,0.8060753204957163
+6441,0.989001796875,0.0639730615234375,4.468809216614723,2.1901968862530734,4.738736778775023,0.2845104133408346,-0.6731362266940562,5.318811016040518,1.4922416499595268
+6442,0.969415078125,0.162947548828125,0.5428085917561043,0.6719943638231247,4.532952923134157,0.1298776625547079,2.9373969800955337,-0.4087878284451881,-1.0006133790559888
+6443,1.0964065625,0.15924732421875,1.7588358915730793,4.921218038196043,5.86911114973826,0.383610102599665,0.5891836023865519,-0.3749114497706463,-1.259228315993079
+6444,0.705633515625,0.124507548828125,4.946107712964883,2.5229742378750792,4.804151558207567,0.3455775051503792,0.4706506507653657,5.387882743992437,1.1212979824407936
+6445,1.43962953125,0.204228203125,6.31854118495664,2.4345717758285232,5.482983500362813,1.032062210875162,-0.3825331435356947,6.439629133535645,1.9657998356278132
+6446,0.887606875,0.122115546875,3.9641908899746703,0.8861072011741296,5.226390374427102,0.4917409373474548,-0.7289689380957243,5.404185805013855,0.2680627575959722
+6447,0.8310028125,0.10058576171875,0.9667310543291696,5.116457256181111,5.3388257884461146,1.040857685727309,0.2990831437176496,-0.4940273686433115,-0.5659619550008794
+6448,0.7064028125,0.1246827734375,3.960439193843537,1.688160080884115,5.160010134727362,0.5349946804045559,-0.619093846691976,6.217809101050513,3.532927340286228
+6449,1.91743203125,0.156852333984375,4.804775241973094,4.719276018455432,5.981303687994833,1.3196642513590535,0.2103238353838947,-0.6296027561469124,1.4456839107209407
+6450,0.9480240625,0.15967880859375,0.2357725130988175,4.08493336076322,5.019156302395912,0.4495879286793952,0.0626651671699677,0.0688599094596736,0.1766334607615462
+6451,0.82449984375,0.09159685546875,4.990955056508984,0.1292374814015941,4.464358741237584,0.5548743618450276,0.4348101865716923,5.458523242007606,2.1165917357746347
+6452,0.760707890625,0.12306310546875,0.1464910295265011,5.357982073048182,5.081748162046537,0.4664762213929458,-0.4148760766768555,0.224895812221504,-1.3713650775360846
+6453,0.970128203125,0.13516412109375,-0.4977163037190869,4.748281081004378,5.17012052729836,0.7895622835421363,-0.4911648782282468,-0.3902331204246665,-0.3973797483162882
+6454,0.927940703125,0.127470234375,1.268306007227271,4.792116389316584,5.652243097705377,1.5108115645699831,0.1253333205293697,0.1959102616426403,-0.1266547741640866
+6455,1.007525,0.144268232421875,-0.6516462356079448,4.199549116769501,5.313697748499146,0.4714157504496317,-0.3480424139187325,0.0797335165390834,-0.1114702711028166
+6456,0.478201953125,0.124767978515625,0.0881088623377952,0.7835231482870003,4.969808820288965,1.81224119377738,2.654223457874825,-0.2605697519960674,3.0800538591304374
+6457,0.771819609375,0.136201689453125,-0.4143910769529493,4.20258448096228,5.369158356546705,0.3853975189145092,2.491581237612001,0.2666255133683838,-0.4281405239348969
+6458,1.076117890625,0.1562882421875,0.5717376646352854,4.87088875801406,5.387861848171949,0.8008654652688525,-0.2676301219174631,0.4779969726290549,0.3242592522398382
+6459,0.9542975,0.1094864453125,1.041974934509009,4.90189582401194,4.830925138991934,0.5676587998611619,3.548062490660825,-1.2313847890664442,0.9829860732882636
+6460,1.186463515625,0.111814833984375,0.0960125923240067,5.554527290974614,5.482078510227975,0.5390893896802247,-0.1380716837585565,0.6964069171341521,1.0602733994707212
+6461,0.94859,0.117804423828125,0.0211594797868867,4.089844979627816,5.077626026108496,0.4639690230129547,-0.0853355800240747,0.1617204598408826,-0.5403479185305039
+6462,0.934062109375,0.104040537109375,0.0435472185821639,4.472395224758577,5.208262378719728,0.2026740002639037,0.2647018216865572,-0.4650193694866154,-0.3542007823103946
+6463,0.895231484375,0.132169619140625,-0.2589423880979099,4.990138819759934,5.569289783255464,0.942458986796314,-0.0486985085399912,-0.4886535818332984,-0.5913752363114072
+6464,0.79556015625,0.135415556640625,0.7601326884076882,5.0936728418910215,5.0635585957199245,0.6086528606651047,3.326071228089747,0.2129332218042329,1.1793929159729677
+6465,1.35389328125,0.4947385546875,2.675484021072437,1.6743404929526111,4.692300253595849,5.317056700833355,0.496398869805553,-0.8226396380886816,3.4455521144550927
+6466,0.83159078125,0.16902056640625,-0.2398196446064398,0.4949304190179385,4.9600942258518295,1.0104222966484615,3.454604282536313,0.4760741594742841,0.2316018112594858
+6467,0.925593203125,0.14876837890625,1.352481105301949,3.990876643102041,5.037861004270438,0.5042544486242806,0.1422108946413063,-0.3461281947206773,-0.4303758354585766
+6468,1.00215578125,0.107627333984375,0.9392413424230592,3.985736955510915,5.356478910319807,0.0649226322573225,-0.5734126633127081,-0.2470384656099268,0.2434772398990327
+6469,0.995051953125,0.121922314453125,0.6766151353042628,4.588035858111688,5.386428814263184,1.0507030931176158,0.4556556004888801,1.081322660660857,-0.9732266746111944
+6470,0.7655790625,0.08376015625,-1.2058520921794431,5.134041771933583,5.010488756923187,1.1316830512775868,-0.213702463592358,0.4826399486968468,-0.811243287378327
+6471,0.8907615625,0.14485033203125,1.2687875661303154,4.833252629891216,5.50831340357262,0.4295228679421498,-0.4533595786691338,0.1500128427039738,0.2735063500043835
+6472,1.1194853125,0.17784923828125,-0.1177967861738424,3.900053569913808,5.53328609900331,0.6947682244474988,-0.398511162860387,0.1610862790461522,-0.1524052526750424
+6473,1.143721640625,0.129211728515625,1.2788924679486084,5.029553138705329,5.668583564130127,0.9570504795282212,-0.2120221505310985,0.2576561526716938,0.9414455300163233
+6474,1.40649765625,0.4188242578125,4.538795889246402,1.118796507446234,4.836196538938779,5.233852851418978,0.1471948719140087,0.2584452027330032,3.3895918429472784
+6475,1.05680953125,0.10316859375,-0.818365055289004,4.667031679699907,5.544345507156437,0.4003324809769987,0.2007069803852215,-0.5440669016920866,-1.5906670973562909
+6476,1.249584609375,0.115983720703125,0.7941977839140271,4.336429952539734,5.121051126712376,0.5666638430514608,-0.4586852620331246,0.0802737262959233,0.5729491674212013
+6477,0.84335765625,0.1190736328125,1.0266106940027666,3.578413080591832,4.647902245919229,0.6317937334728253,2.233003191905828,-0.0623285983784703,0.1410130353726411
+6478,0.637915625,0.134674443359375,5.054219270740667,2.5053007773774776,5.04652646270025,1.2188281588000247,0.4408326101437841,5.352153585942155,0.2271155630951498
+6479,0.9675140625,0.11553064453125,1.807819594914192,4.820354618266257,5.099367879728056,1.2065633301622651,0.0770808657415297,0.6969105297768066,-0.6496824023668549
+6480,0.8270221875,0.132091015625,1.109431587590772,5.318647625151019,5.505073126018628,2.253798785802489,-0.2529868690099447,-0.1021913198727249,1.330595416796313
+6481,0.717981171875,0.091063974609375,1.0329986389294294,4.800451590525698,5.439797513665836,0.3667223794456659,0.4555757068871499,0.250699319130823,-0.1811519403686981
+6482,0.66259234375,0.129490166015625,4.665481295211738,1.7198131975264737,5.0322997072052456,0.4448365117601037,0.1447462550740934,5.7889330268059,1.9632170305219905
+6483,1.071825703125,0.14736654296875,0.9334971099694216,4.245411179958524,5.349789965827081,1.4604776356952889,0.2084917617800433,0.4383637018158892,-0.447182985199096
+6484,0.75380375,0.150887939453125,1.0583379491714533,4.848326765216656,5.12262714439765,1.0269483984402767,1.4118669318491472,0.3250446940020578,-1.0710809266573649
+6485,1.01267046875,0.093380361328125,2.122044745252885,5.153335547436385,5.5487549659952204,-0.1023904164874313,0.0226273855006854,-0.3447819604293118,-0.0600817289490235
+6486,0.67162765625,0.111741611328125,0.0536463499488305,5.194807149953871,5.253626842337918,1.2027418679887618,0.4146207779061458,-0.1984209922121161,0.3909720662700516
+6487,0.900243125,0.18584015625,1.6366706516366192,4.098397342663278,5.024363323483339,0.6953735496023199,2.9337103541284018,-0.66852108833762,0.3866904041359675
+6488,2.2020490625,0.356281875,-5.79932214925938,9.256607092222222,3.4060936559427786,1.9427086875335629,-1.6263677852279723,3.563598344474163,4.060588810147294
+6489,0.812850546875,0.149076240234375,0.7153093984663789,0.6439394426888703,4.61146816956836,0.276139629346816,3.872886967896053,-0.4577387829034873,-1.2037746955828477
+6490,1.29402828125,0.58815359375,1.6643181125205908,1.969368874966246,4.641730724945013,5.339405338264822,-0.27312908679269,0.4164133110788028,2.686522371054774
+6491,0.96259296875,0.08606994140625,4.016807489047072,0.605571752343433,4.57348987881036,0.0474251905142033,-0.6449097786580321,5.64796922732133,1.9853069311806724
+6492,0.72876265625,0.131178857421875,-0.0235175694522335,4.5197349754875065,5.418155377777681,0.7756860730528566,-0.4179244094651513,0.3252387630819388,0.4122095288570074
+6493,0.8415421875,0.10774794921875,4.96232314480861,-1.5194931993920926,5.062425670391848,0.4370544641869414,0.1068386225083591,5.256584316743281,1.6010557647605528
+6494,1.023170859375,0.10966767578125,1.3894655845639996,4.965267802288119,5.778420966619333,1.034249826994892,0.1776005592410346,0.6697156427335293,-0.0816757316137393
+6495,0.76416140625,0.10537935546875,5.023467387440742,2.2860949692509704,5.074990762483001,1.7891136903916272,2.1731933343047047,5.516950872183428,0.566807159381201
+6496,0.852139453125,0.16494828125,1.6207895540735138,4.726657022210884,5.680479870534611,0.8499346228829328,-0.1167853036505388,-0.1929015395370682,-0.9603625223031426
+6497,0.738438203125,0.106526142578125,3.893961461381308,4.987313309679879,5.234321758343206,1.62165247876788,0.1001768967915612,-0.8877762006298229,-1.0330532357869318
+6498,0.988776796875,0.127574658203125,0.9917801402296672,5.137423347115093,5.372265818687354,0.674175445727379,-0.0185072412781615,0.5180974017178799,-0.5157211411398294
+6499,1.01160859375,0.11224150390625,1.2031568511279145,4.93550094632306,5.446756587433686,0.5394940681398106,0.3012038761703667,-0.5801400987061691,0.8179231149938692
+6500,0.5947330078125,0.097294208984375,5.367852972013501,0.7275304861045515,4.960493880047977,0.8234957610565592,-0.8732525488446987,5.834144649397789,3.582842633602895
+6501,0.897658203125,0.13756931640625,1.1239330353501322,4.201753158050321,4.761462965961538,1.5285446373641027,0.2048235979016451,-0.1489509205774888,-0.1126403297150785
+6502,0.743773203125,0.1463295703125,2.2312911869841985,4.352103608804353,5.1718824754147175,0.1481212576958573,-0.3481818290752868,-0.3111230691800211,0.4264365861865054
+6503,0.9434084375,0.201610859375,4.441850669320908,-1.0074469588219093,5.377237748923228,2.0747468913058014,0.7083230643934475,-0.3939016156693615,5.295569321276974
+6504,0.9538840625,0.086170751953125,-0.1596201015766566,4.280397814955466,5.192389915647077,0.9217382499291767,0.3928275478074334,-0.0070797479468036,-1.1051666350084246
+6505,1.122275234375,0.10647994140625,0.906221868865711,4.90924263664322,5.615766571276199,0.2388894667172211,-0.1212097705035702,-0.7067477609091645,-1.0767108579986175
+6506,0.7579346875,0.133381826171875,4.642182040529048,1.5671962931204242,5.262020095724267,0.3032531729128628,0.8191695857083726,5.224441110316392,0.2093753782599266
+6507,0.7960459375,0.09431291015625,4.876359336847879,1.974960186821508,4.941412173657231,0.5837788891680924,0.4984964193427307,5.477147102816479,1.9119633578505324
+6508,0.951049296875,0.1539250390625,-0.1410024565619186,4.6214510686531804,5.248292943783313,0.6140789831678135,-0.3060358356306678,0.2267880282232303,-1.072124626475941
+6509,0.81000890625,0.141097900390625,0.9777826034858246,4.928966449044963,5.4789701705255816,0.1278893772573403,0.4285151085792899,0.3735910067380956,-0.4945982914501788
+6510,0.83888625,0.2092087890625,0.9880974991199536,-0.5694152351942507,4.840605278572182,0.674069011770508,3.893040723727364,-1.7055173457453714,-0.3475461057139367
+6511,0.738689765625,0.18344455078125,0.2668639109790459,4.419163753798324,5.6476977168302405,0.3267597928971503,0.0843294771916371,0.4343427332636093,-0.941446339796752
+6512,0.98776515625,0.118161494140625,0.6806315185582735,4.600542935712701,5.280084732256764,0.6890834285149852,0.0417415283282561,0.6733515812335906,0.7047318815947029
+6513,0.956612734375,0.11726494140625,-0.5055780588352786,4.570283026832387,5.625812386087943,1.09885571591008,-0.1801654310447299,0.0339230501679117,0.2955855426601441
+6514,1.17008421875,0.115470048828125,0.9288280328461728,4.395045322717669,5.3518518661321925,0.8541827565492682,0.3556476763524962,-0.1996178767699486,0.9918816229883148
+6515,1.086778671875,0.109425224609375,1.5966651353156485,4.73134084846862,5.804725957713302,-0.0677691766038752,0.1613683751482618,-0.310113152546192,0.7174863551238598
+6516,0.650272578125,0.14987796875,1.6709211066146543,4.945960048293569,5.692190529302936,0.3541007078939141,-0.3901019000126949,1.2324497279339814,0.764135525636459
+6517,0.976410546875,0.094831396484375,1.380559842121785,4.279383996831056,5.083948458914411,0.7358832798416761,0.2875947130304078,-0.0188503211261924,0.5588239048153336
+6518,0.90725015625,0.23420826171875,3.522896375000414,0.057271585212303,5.0629841085396805,3.279832931987074,-0.5579446617654763,-0.3015638573370074,4.850346609559442
+6519,0.90196140625,0.1147103125,0.5670502914232445,5.18615878638516,5.457125312561496,0.1967534921741404,0.3303040101650727,-0.3368050108004572,0.5800358862411148
+6520,1.099768671875,0.1225458203125,0.9321705985618972,3.975362667569894,5.086673100289638,0.4703393145999186,-0.4484245672370872,-0.0639693019554294,0.5607197774319087
+6521,0.535633515625,0.131341484375,3.6697379581730063,4.621649997398974,5.3709262974198175,1.971989738154759,0.3076340207151071,1.0613470153548554,1.0380656131395154
+6522,0.69558703125,0.20932322265625,1.0613925363815009,-0.0262880782120146,4.082254514777414,0.2254598555311125,3.024725357422703,-0.4524065918440719,-0.4024079245039444
+6523,0.88273359375,0.103766884765625,0.7635245586445017,4.470646806947257,5.186300195430273,-0.018153209902557,-0.0983198557683284,0.263295484906005,1.4687589583459697
+6524,1.05151234375,0.16688419921875,1.443549010092673,4.201461503475675,5.079327165485859,0.53761943497336,2.880251195751316,-0.8006725648792352,-1.0942454797808132
+6525,0.752711640625,0.13714625,0.1598064733612725,4.267056072531526,5.141309927631202,0.7120038941001933,-0.2261476069165185,-0.2023884251518581,-0.1033150034195577
+6526,0.867018125,0.141595986328125,1.1493437943656215,4.640263058920115,5.73306142226767,0.7766059164886285,0.204424451088688,-0.3412131989399148,0.8020369720305512
+6527,0.93741203125,0.117848837890625,-0.9271571895616596,4.850722030599581,5.631458089863925,0.3343352211752021,0.118507120512609,0.2961141861484809,-0.1806515242120414
+6528,0.80255734375,0.135763623046875,1.1386116689501873,4.646140785277408,5.569390152681763,1.2481693454336615,-0.5988413738353305,0.1766996097473201,0.0093330791665892
+6529,0.896059375,0.0947371875,4.908122970906113,1.302624457406041,5.0939016391035645,0.3349940288489674,0.5042428396925416,5.7657950742622335,-1.3630060190818718
+6530,1.0312896875,0.1735291015625,0.4046606876491108,4.636393052937719,5.556107060194723,0.6947699153666365,0.4094660941797431,-0.5894685416713421,0.0851779168923513
+6531,1.284963359375,0.5068203515625,3.637699617833167,1.5963674528442988,5.111105215592283,5.371783607146286,1.9153885496588616,1.3215729927464237,4.140978758886704
+6532,1.5440990625,0.14532681640625,5.5915668883782566,1.5780687914813794,5.652222956722185,1.1586255651278423,0.1640300453173648,6.095794684776012,1.910396219924354
+6533,0.612438125,0.271606796875,3.751199971619158,1.848343082220184,4.270833085438734,3.015583566848641,0.71593207048032,1.066352330414998,2.9064001470251712
+6534,0.825837421875,0.117510380859375,1.241353245227334,5.3493117348295245,5.419905405622299,0.3201968908619589,0.2338689715756608,-0.2645617168886763,-0.8320777030973524
+6535,0.9510821875,0.0817942236328125,4.286591958050393,1.574123681493126,5.014011916459251,0.77664203642199,0.3303209499204348,5.37851597587953,1.3197546930217574
+6536,0.7825884375,0.088828603515625,3.7747999988988714,0.3634691753833834,4.7827302477226095,0.3604614159690061,-0.6594038012074082,5.323454445069482,1.101981864143134
+6537,0.614887890625,0.11641099609375,4.210960786077301,1.2795830208732908,4.620767971346425,0.2185249190422739,1.0289900543650612,6.003551548053897,-0.6635054483246168
+6538,0.6506633203125,0.1227510546875,1.0302734162705924,4.929667527202897,5.481649620646647,1.8567412799175715,0.1342570967965408,0.3932022411047902,-0.8634592501521989
+6539,0.94083609375,0.09278865234375,5.383413112403224,1.728771635983585,4.692223102861224,0.1668211599384221,-0.0955850225163977,5.493352227511947,1.6883752553681253
+6540,0.797814140625,0.08605673828125,-0.8848366738758517,4.8106848137366445,5.161205949820012,1.1639228572929017,-0.1197513640680293,-0.5525382252180793,0.1017274901797215
+6541,1.0805846875,0.15354158203125,2.645048722111044,4.242295260021823,5.386010198239105,1.1546335615386314,-0.0147058010764884,0.5291004739323886,0.1500645882802686
+6542,0.9759296875,0.142290302734375,0.2030243175647721,5.216204484542978,5.776500998077566,0.6057484091227675,0.3952957462571638,0.0344234816193328,-0.0032450157767693
+6543,0.747452109375,0.08195865234375,1.1730116189217932,4.357692615330722,4.728457966966676,0.5232083127556261,-0.1928001736937618,0.4929226903937362,0.6732460525922199
+6544,0.802100546875,0.17129673828125,1.011064022008374,4.251481700553464,5.295180969704323,1.1674647993203844,1.2234255964587986,0.4671444623475028,0.272549325510892
+6545,1.003141171875,0.094245703125,1.0763329778683124,4.989647307163319,5.564338784930175,0.1511303934617783,0.2731186241743905,-0.0623246317352464,-0.9036750724468208
+6546,1.111190859375,0.085981728515625,2.3349754990715565,5.447677419077589,5.533559783141428,0.5680019525372004,0.3440552835793966,-0.6179637344064257,-0.4892583968410833
+6547,1.5836634375,0.49371671875,3.006677577937078,-0.8115507400736912,4.680231083901501,4.973156312316804,2.742379870266701,-0.6119548652016765,3.559094189590559
+6548,1.2674778125,0.114643095703125,1.54921897292354,5.128451105320325,5.254699180648202,0.2074748903496701,-0.0860532005225957,-0.0736211729518772,0.275806544514275
+6549,1.14756421875,0.138975361328125,0.1823973303134247,5.0916436518887584,5.272214094049372,0.8975437763194553,-0.1127636525304336,-0.0972293585961793,-0.8739564439706875
+6550,0.697446015625,0.148998232421875,0.7895746951478024,4.821171224108312,5.542540136230133,0.106428445853269,3.1399169219038883,-0.4398513275623965,0.2791778239764004
+6551,1.34972828125,0.381729296875,2.98748569291171,1.63802215232919,4.72419136925056,5.1082650052259,0.766201029917398,0.3139645224728422,2.514570007507485
+6552,0.9372271875,0.130995830078125,0.4019418383852728,3.637709268672764,4.796084141661154,-0.0165386082556595,-0.570936476943173,0.1891223934170598,-0.6097612251095823
+6553,1.12185140625,0.093296943359375,0.3832149671475557,4.041395651174344,5.413821595651875,0.1718762011103352,0.1126496051110131,0.058425397509703,0.3291102156204005
+6554,0.924167578125,0.1253020703125,1.9807491580558356,5.442898206635631,5.645966738315685,0.8035487943745141,-0.1110834688577069,0.1968382620495642,-1.0637276273137024
+6555,0.891888515625,0.15576615234375,0.540415700935415,4.179429646077732,5.290130462871163,0.4400336386958092,4.104713723898754,0.0136055159395896,0.2919344352448364
+6556,0.934558203125,0.09571775390625,1.967971306593266,3.942876874287301,5.36311389292182,0.5645852620649322,0.1156549744588699,0.0899340352594795,0.2962345678338977
+6557,0.868239609375,0.09808333984375,4.56911572632631,1.3154246672005483,5.105775215037022,0.4453472831646642,-0.452153717642365,5.764012883864215,-1.1078530922033631
+6558,0.872901015625,0.124196689453125,4.960499475644189,-0.2829306188825012,5.097858427635956,-0.1904110476840859,0.2719089483015202,5.238697026491414,2.494202962437984
+6559,0.677346640625,0.16652654296875,4.867074864169958,1.2988464248931932,5.549400987906979,0.4741139053308981,0.5975966104705565,5.773299396891252,-0.7805895901576019
+6560,0.927711796875,0.1329275390625,1.2750114823895278,6.045408189970404,5.533301772029772,0.2888405801477766,-0.2078215768065254,0.3999557322305385,0.0438074080870495
+6561,0.84417671875,0.3038859375,3.820924604449601,1.439883907984459,4.586327258173126,3.9387324253581295,0.7092607648185101,0.0748047309547143,2.2873061653944857
+6562,0.830155,0.108624697265625,3.9688823446527928,2.1146006774833377,5.3137090028086815,0.4760220564020583,0.2057928920325099,6.614068300526471,3.377081527367672
+6563,0.777595390625,0.135580595703125,1.0576459944076555,5.813167986234714,5.575929009096101,0.6916386904661778,0.1608110090140663,0.248139383224719,-0.7889402707764736
+6564,2.05702078125,0.984748828125,4.255246362495239,2.7197629735284745,5.53692182231806,6.105311329830526,-0.1061640728718846,0.9520848152755058,4.722511611536092
+6565,0.909040546875,0.134349775390625,0.7983997277299337,-0.5929339745084145,4.251300525398874,0.3612066069480482,2.749845187716062,-0.6301310434111907,1.109072686418371
+6566,1.4230046875,0.25184833984375,5.014186971907198,1.3563520844861623,5.539203872821296,4.478447861018618,-0.4281356052578939,0.2440602986860386,4.958748304335604
+6567,1.04724890625,0.21050359375,5.214352482720344,-0.4823116805788232,5.357460208578577,2.603622245581366,1.7360048966192023,1.3693020468236443,5.043652330751047
+6568,0.9237753125,0.100357119140625,-0.1054808547004088,4.223939235946909,5.184420995034974,0.4828884801631419,0.088565511013606,0.1176245448084232,-0.8521843693541314
+6569,0.51999578125,0.14249673828125,3.607453530646927,1.0841201012713393,5.076052693839845,0.704446514720258,0.1333860830605799,4.659835886394129,1.895145846956636
+6570,0.8011890625,0.0769094140625,4.331089897715534,1.2748079427698886,4.875186815136592,0.1238521116848066,0.8189546710331118,5.652829463041612,-0.3679909812782418
+6571,1.112914140625,0.117809228515625,-0.2431741815057595,4.528504821659163,5.220162221357176,0.5644221043980164,-0.1943267825782091,0.439019025895465,0.0225224162061321
+6572,0.7742021875,0.137680947265625,0.1813087322741992,4.4899689034436205,5.42356133481896,0.5557911313444641,-0.3208563906987791,0.1295168741859365,-0.4621581535856615
+6573,1.90449359375,0.24002591796875,2.4158281887012305,0.9537708004595632,4.17542548709129,2.663144504357895,0.651530625631413,0.6548284518107081,3.830491688554362
+6574,0.676965546875,0.1211523828125,4.831881051771632,1.116598731610395,5.33617123423673,-0.4504104370953081,-0.2378087303987346,5.727910526690869,1.618360243353958
+6575,0.683836015625,0.21687837890625,0.1950709139359508,0.2378989890248551,4.738985869229291,0.5394132650568788,4.298637378286275,-1.3180998187340585,0.527890643603353
+6576,0.802274453125,0.17336828125,5.94343687557682,2.608647402698175,5.060997056701731,0.8239365587438794,-0.0794290482262269,5.8184705401878,-0.0657290453282974
+6577,0.6037527734375,0.1520233203125,4.834811182097218,0.4998810816777743,4.806264621038266,1.0220289952550936,0.4422309530139835,5.829724900767086,-0.7516067040425711
+6578,0.650076953125,0.0854122265625,1.2351403727770227,5.009266287270835,5.140492313697092,0.9090843460458572,-0.0921859442600071,0.0539792331233647,0.4666623912740409
+6579,0.694823359375,0.12528107421875,4.004702498086957,-0.5649708847313974,5.4361133993853645,0.7795996693317987,0.1622849613114982,6.190563019331906,2.335999080091615
+6580,0.85675125,0.133230595703125,1.1978426246305611,4.869208453056082,5.797701824410125,0.7378725254975897,0.6240999275567545,-0.8705120886042182,-0.189367548619091
+6581,1.035858828125,0.11773181640625,1.426789064626439,4.376824096376626,5.33295359636332,0.3614700469581169,-0.3113955568968496,0.4989142399086334,-1.4362235256573763
+6582,1.291702109375,0.10164853515625,1.0877760294429668,4.712537515742919,5.541046231783044,0.9009790453993184,-0.912141575917672,1.7002742421431492,0.7818502499650738
+6583,0.76335828125,0.0853294140625,3.914895893451063,-1.200479990797057,5.209017606262735,0.8521676150154143,-0.512277171441623,6.066655757332434,1.8243277011382704
+6584,0.942822421875,0.14676765625,1.3341491104465764,5.305873670841357,5.34195051740012,0.7461712335136358,-0.1097783106955831,0.544406026320069,-0.3970074485317353
+6585,1.060831171875,0.3896862890625,3.8108388534134487,1.1684219189817022,4.960774718523636,5.125465138584207,2.611551011835853,0.1181622428698912,3.5507930633500155
+6586,1.191865390625,0.118741787109375,0.2752868341163684,4.994645704389201,5.39077472466888,0.801580196551674,-0.4234406390210001,0.8055026309895585,-1.4334248386139643
+6587,0.954978359375,0.09505703125,-0.5298364275905825,5.484725699732028,5.634986770128656,0.9503775664502518,0.078704121871663,0.0150115221709276,-0.1962092882989508
+6588,0.7291634375,0.10243646484375,-1.1788963019173244,5.343453140258678,5.142978258153372,0.6292153344677858,-0.0288623988365967,-0.4008631772443412,0.427970365040985
+6589,0.639884375,0.136843798828125,0.2633924974138114,4.950649043478556,5.558404978898641,1.3341136389873405,-0.171416409492187,-0.1260016959907576,-0.4157615333055912
+6590,0.844131171875,0.125356083984375,-0.0493639359724067,4.803427009710313,5.480980912723625,0.1753691369029001,-0.6968340296352937,0.0720855375501387,-0.6875602883479177
+6591,0.895316796875,0.17099068359375,5.369096974427419,1.4628405521200345,5.556620770022385,1.0559415690837124,-0.0266378522787971,6.058193705396856,-1.0835198945028737
+6592,1.02887578125,0.131949375,-0.4708248286498149,4.373499700726421,5.32167390387821,0.9128913443701994,3.3495601155660704,-0.0178610279671742,1.1781185674963324
+6593,1.08271125,0.097630869140625,-0.4833657617987065,4.640078012591283,5.457111481224521,0.6704913959419629,0.0040923157602623,0.3210208360917316,-1.3628446562424363
+6594,1.247673046875,0.11138515625,1.0468292955346006,4.237501225955938,5.404684658227228,1.99584081929682,0.2680565858123705,0.5560541178393189,1.600220204865638
+6595,1.0670925,0.096479873046875,4.776453488631689,1.7876399339515932,4.911555446089789,0.1398735412006082,0.3398738493419873,5.70703484780388,1.328484633296578
+6596,0.66183203125,0.13697521484375,1.4355737196040397,5.199679317537024,5.516477337703363,1.6587691623460117,0.5114756808969254,-0.0933263634349724,-0.0016578668201501
+6597,0.77038734375,0.082718974609375,0.3434751501994817,4.437187793351844,5.396626298279361,0.8005517461947153,0.4683788566291014,0.677679415050576,0.9353112677329602
+6598,0.75881,0.096617890625,4.549622063545046,-1.5689231659383267,4.655089284192642,0.1601580409046968,0.0907506530713003,5.345308703030536,1.647201970973788
+6599,0.97632703125,0.14015935546875,1.821888906216125,5.053185302954828,5.554515833613338,0.6942071120607094,-0.1846551291508892,1.6019769333086786,0.6123839967182285
+6600,0.988380859375,0.1463205859375,1.9227967323714683,4.930703992595012,5.8495345295917005,0.7311334448393336,-0.4289661184608079,-0.2282558820706844,0.5946031601106057
+6601,0.992623515625,0.17291640625,1.5245969383436224,4.795757010756852,5.656816904269872,0.9371368777811492,0.1956979886330096,-0.5405529127614654,-0.6573168352916523
+6602,0.9007221875,0.1538782421875,1.615156437961205,3.9898183389942217,5.029088531163798,0.2370248879476491,2.7920938193099496,-0.7780457384880527,1.1665982791077458
+6603,0.8748271875,0.130925009765625,0.7632278027970626,5.657522872933604,5.648908554646151,0.7559039176701,-0.4046662419187709,0.0691315158202007,1.5532885264345695
+6604,0.926422109375,0.144126015625,-0.0657703056670187,5.070869783052431,5.36931645817378,1.049753740402544,-0.5147430476208181,-0.2230415386922736,-1.0391492492921808
+6605,0.889961875,0.12819095703125,0.3895170342760559,4.378427566335284,5.155288196549887,0.1927488801230162,1.2478675016965184,0.2744699096085599,0.1886857024683206
+6606,0.9717846875,0.12098255859375,5.103161379417041,1.7311004758532995,4.920639492372468,0.2349846013568704,0.1628012304609305,5.863276422564131,0.9520412664312532
+6607,0.950230390625,0.08473111328125,0.8681923459553711,4.255747567291707,4.917344531070593,0.4507821775050993,0.000691647834965,-0.2706666719908246,-0.1195124955996254
+6608,0.833709375,0.141354150390625,1.094920672276301,4.73065386192436,5.458863786834492,0.6754694817409856,0.3072893604654971,0.7703857512426725,-0.2093678850179851
+6609,0.834438125,0.20667234375,1.190495396947767,4.271610127704915,5.301555132047797,0.555465960211588,0.2074844964155348,0.575446725030923,1.193012315465212
+6610,0.74014484375,0.11370814453125,4.75338496662099,1.9864803289801976,4.90971737440048,-0.0549850203633504,0.3689970893852982,6.215645358829509,-0.2425817278717183
+6611,0.91225390625,0.276752890625,3.672035338038021,-0.2536744552753853,5.509618527019456,2.129543485656688,-0.4332082780063344,0.4320000303661274,4.582529450725788
+6612,0.973494375,0.12518205078125,-0.4664947618691253,4.240611745991354,5.400458005307524,0.1930967740883439,-0.1794003974967029,-0.6121934996794527,0.5321865314155704
+6613,0.97292640625,0.133833095703125,1.036744379523439,4.072215654165367,5.113279724005991,0.6357532605834959,0.0317452102127192,-0.0136488356435609,0.7630003861442447
+6614,0.956560078125,0.109553056640625,0.0807812334573764,5.7087596598614105,5.5035613505321415,0.5220573114104734,-0.2617024558419843,0.1742425545702037,-0.1945349093863334
+6615,1.1590171875,0.159316337890625,1.8047681945066711,4.480334625324796,5.304475370686165,0.5754585677358263,2.304034901716772,-0.3407615304880584,0.0424040414787915
+6616,0.8095134375,0.19499166015625,4.184064796382247,1.4343059262235778,5.340765137964727,0.6114457342965125,0.4166579849093599,5.987006430344115,2.246669763155351
+6617,0.82986234375,0.096535087890625,5.773243791499211,2.740543363660468,5.057686086897035,0.2135715291563761,-0.4705910377487237,5.75815493062308,1.3198794937565104
+6618,0.96052328125,0.153160517578125,-0.1654905130240185,4.504957900227773,5.2107791106102015,1.0546310771768916,1.7383981129412704,0.0123895166324131,1.6216541291447029
+6619,0.876449140625,0.0819040478515625,4.11668191522479,-0.134366283440052,4.655888259913358,0.3216259879957893,0.0867840000141899,5.559377504747276,1.9466412479127275
+6620,0.921016171875,0.130486943359375,2.3536908925457167,4.4980472196627925,5.431257355263893,0.2475107730505746,-0.4378277481537214,-0.1653168519962244,0.3344379171135708
+6621,0.793105,0.150545283203125,0.6779253123875331,0.0319559069700446,3.939900779319244,0.5718297855168111,3.928341108360884,-1.574392989652847,-0.5714198858529909
+6622,0.82397859375,0.163235595703125,1.3556674319112518,5.807309989764422,5.364278010957963,0.64978791161695,3.0728216113561477,0.7696251819425224,0.4516276012055666
+6623,0.926966328125,0.140896875,0.3941347719611798,1.2530571859760748,4.98996127627629,0.7389309785016679,3.391168635618417,0.7288352340927438,-0.8429630902586729
+6624,0.91956375,0.16477544921875,1.5022346248727765,4.139104008700558,5.201224629406573,0.7855276769457248,-0.262965797826343,0.5515193886870378,0.9778874588747009
+6625,0.95141171875,0.085891708984375,1.414032676738156,5.2443731603572505,5.360238898755994,0.4584229058936608,0.011695360951954,-0.4450619641454396,0.0628699800917806
+6626,0.94449234375,0.12958259765625,0.9588424436391334,4.990511285359136,4.960512798760991,0.0572963193658884,0.3625095884058389,-0.5706156465444856,0.4694971170648255
+6627,1.4833084375,0.6459559765625,3.752731242379642,2.096272804336908,4.3927512298704725,5.145339709101996,-0.0836411838737563,-0.4148289405429978,3.910790840431495
+6628,0.86494109375,0.141911044921875,0.0137211275793933,4.304080164599723,5.325810126185442,0.5014332523840549,0.056257535227977,0.0899820451252205,-1.4577296937670283
+6629,0.845579296875,0.115750283203125,0.843886707395044,3.930112970241981,5.057919638873293,0.820374340109207,-0.2889983255742178,0.7026011638743765,-0.7075132939450502
+6630,0.76484515625,0.135050693359375,3.994152781186708,1.4526016458564586,4.939069652427833,0.0618264203414095,0.029117240823028,5.714607539859018,-1.4531458527413856
+6631,0.989412578125,0.15878765625,-0.7808764341855412,-0.7328928161096356,4.181420899449607,0.7585722112825153,3.990864878468914,-0.1466907953186681,-0.492307539278556
+6632,1.0475340625,0.094908212890625,1.748487570103118,5.47640185999979,5.2701779901195005,0.3273867366216255,-0.5984047363286901,0.193040755359851,-0.7272310521732327
+6633,0.8670553125,0.09299509765625,4.284246585752532,-0.8857966083482549,5.111879290725643,0.4966509486037594,-0.9185385331927872,5.564170742438029,0.5161140073780578
+6634,1.10951203125,0.102881748046875,1.295357841524464,4.788105658077548,5.471240929661785,0.5550690280062515,0.1253046960497325,0.98627363182158,-0.0717599961250716
+6635,1.021731875,0.127469638671875,1.1088586806193188,4.666409112209619,5.389560991196517,0.4509606877993176,-0.3254717774389004,0.4952899079776091,-0.5018259118907693
+6636,1.3431440625,0.4792816796875,4.0167336591521225,2.093795234288632,5.341235189272561,5.624824897493203,0.7786893800555961,-0.1453605484067164,4.339018374308861
+6637,0.8088840625,0.1368101953125,1.076125228720848,4.544065474134763,5.72547362340411,0.9305620144176964,0.4696319515744875,-0.2745616031054482,1.5327070208117106
+6638,0.82680046875,0.09025083984375,3.780368681066735,0.8775380761402223,4.7411903359869,0.2559553927760787,0.3325321331655456,5.864566678165841,1.8655417011642377
+6639,1.0803653125,0.12587216796875,0.0191561317889223,4.941488305447898,5.402784465123121,0.4941410161954112,0.0864047179919018,-0.0967389049844179,-0.6870677140141028
+6640,0.86357359375,0.121375615234375,1.3188660555159342,-0.0255211908325486,4.210148765072273,0.4107237634281471,3.401930547896937,-0.4775208282369749,-0.4529801884385199
+6641,1.065106796875,0.08803287109375,0.5803349274721219,4.884170389170081,5.451996815088729,1.234576637129586,0.3985875960052501,-0.0038265101265572,1.250534787633214
+6642,0.89970890625,0.155194248046875,-0.1432954664679972,4.233824624087835,5.062312892718095,0.7701423683355709,0.0542296583180022,0.6755673255107448,1.349473367193096
+6643,1.2194065625,0.108933154296875,1.6791079211263864,4.064994091526925,5.216047551048696,0.4780509329108574,-0.0814923276220403,0.1365226281730957,-0.8087636548759217
+6644,0.5656605859375,0.16550158203125,0.192629170692249,0.2709302553422952,4.158265457457647,0.5420506891653594,3.1048046299604337,0.3191009056917863,-0.4091586478597754
+6645,0.5264546875,0.4000240234375,3.738664877774643,1.8181032926035905,4.782151065818419,5.023469631582574,1.813489120478407,0.6849541518304094,4.230671858654596
+6646,2.401404375,0.363717109375,-5.350469737370317,9.045770741667534,5.547887070841472,1.4885174374471095,-0.9835150442062992,2.837839193257452,3.540914132726764
+6647,0.479113125,0.0983671875,0.7255473430443715,5.046404859936359,5.454946180982945,2.152775577591618,-0.0179318610246273,0.0985963687644179,2.27375144071818
+6648,0.903995,0.19309435546875,0.2119291172433162,4.6996583472664,5.212379997607346,0.3580116828798756,3.06845701851862,-0.5587573570030482,0.9257003093498312
+6649,0.828661015625,0.13520853515625,1.82609840908634,4.400634295806504,5.302106919124999,0.5947280546179489,4.031172237983133,1.2596557859974866,-0.8590092425007664
+6650,0.5845171484375,0.1451341796875,3.644628370462162,4.287431282212512,5.710555561656663,1.0066082563453702,-0.1112715391663804,0.0398523844342577,0.2145542684785334
+6651,0.99877140625,0.099613603515625,0.0469288722364723,4.551569437652785,4.959060480054343,1.495396269571694,-0.0405007806372048,0.1393955225231578,-0.5625096810009571
+6652,1.039548828125,0.096457666015625,-0.3280743237346574,4.543667023971494,5.052103553851032,0.4803430752018201,-0.4417759082480388,-0.0573019172271583,-0.3662919816125904
+6653,0.748160234375,0.113226865234375,-0.148896813673247,5.17423393439608,5.074334271898834,0.6653573120831259,-0.0860314281814514,0.0600339484994284,1.1513019752449165
+6654,0.782790859375,0.1597808203125,0.435408184026865,4.046817911339218,5.294230864079966,0.7472116403189188,0.0383915708499166,0.5880347159452334,0.441682228658791
+6655,0.911673828125,0.2927714453125,4.616968962376222,0.8727900783194468,4.96392395363931,2.44704404629671,-0.7054172072233645,4.440870700647071,1.2457275544497437
+6656,0.851623671875,0.130010458984375,4.619672924118777,2.022851840020112,5.115812470643532,0.5284964069603173,-0.2652172535774145,5.8853695666400725,2.352248658819364
+6657,0.77459984375,0.12882646484375,-0.7200458340019572,5.379047249191743,5.578650337538866,1.141932736856169,-0.026368209344976,0.5885728254981959,0.7379147734371594
+6658,1.33884078125,0.4124199609375,5.49958932385209,-0.8722250210478004,5.633255019246571,5.152056469421538,-0.6100818547538523,-0.905471836540258,5.010499714782895
+6659,0.8554646875,0.100939814453125,4.842424136846852,-1.434836343360193,5.062587397861432,-0.1244974984806186,-0.3268799145400769,5.738427662304526,2.4013795211329625
+6660,0.943883984375,0.15190630859375,4.407382405716609,1.9900553560095564,5.288316501843672,0.3442937219465963,-0.4093821371390908,6.105190857026361,-1.449131504751837
+6661,1.107876640625,0.089236064453125,1.465033696220473,5.002292492377365,5.364600116715392,1.0226040519389188,-0.1094484185339202,-0.4721125466856181,-0.0337879275113391
+6662,0.8834265625,0.114014794921875,1.140378533336187,5.281473148664803,5.468030831747228,0.0486162283945712,0.0093188156873389,0.0942079570290481,1.2299540369630917
+6663,1.21512625,0.141492763671875,1.353487655740168,5.162659165222953,5.559740082418189,0.5981551405598315,-0.0128520942834115,0.1179646137576802,-0.170994483327791
+6664,1.0666715625,0.129112109375,0.6220503721503521,5.602950558971022,5.347491702743261,0.9759868676638248,-0.6579160333188155,0.603696953208354,0.2295582798680363
+6665,1.078886796875,0.136597763671875,1.2116028633188125,4.87584265722374,5.567315553019113,0.3308231880199521,-0.3406368083393418,0.0992973868113664,-1.3735257852973537
+6666,1.334098125,0.231278125,5.531719816573684,2.264654580359576,4.860497319016084,1.411595523515125,-0.7985827637014566,-0.2217788226445728,5.367522205218712
+6667,0.932294140625,0.130486943359375,-0.3398295213078439,4.877403750428415,5.168766502827347,0.959844136219568,-0.3739206586837271,0.9017860116850044,-1.2656362168481514
+6668,1.2916365625,0.26386568359375,4.140288814573186,1.6607519117630138,5.508292877138628,2.400456824858652,-0.8527190954152163,0.3396610010586445,4.97648019157163
+6669,1.4859621875,0.319313046875,3.977940592734087,2.074022029798164,5.000409488537252,5.105728770527543,0.2443665679177258,0.5748901042882144,2.90923375033846
+6670,0.925578828125,0.13443259765625,0.9192192167836142,4.54009091617467,4.770480065644889,0.5626398168645917,2.054722496176678,-0.2248805773443314,0.7645532494533162
+6671,0.89216109375,0.118417724609375,0.8275472445738203,4.201062352192176,4.920724946399544,0.8928220645639027,0.5625907822945418,-0.0356853308031425,-0.0088278614192147
+6672,0.910691484375,0.092930283203125,1.3489162610125478,5.347678930085614,5.742284868267387,0.3670323793130575,-0.08343527572436,-0.6372477472225166,0.7972339291118602
+6673,1.72673515625,0.231048515625,4.715994791159678,2.085199591863219,5.762072456030047,1.0662129172085473,-0.4714735469386394,6.47744856978061,0.3866338215674274
+6674,0.8343996875,0.06682533203125,1.7797286519547932,4.600692203567732,4.7645797795114335,0.505849054621548,0.3519267044109817,-0.4960952285548032,-0.1517491475059684
+6675,1.019062734375,0.12480638671875,1.7262183993011813,4.922096621458878,5.415096697926673,1.3437639238933887,-0.3838935418815841,-0.2030815809709785,0.240232881665244
+6676,0.9742171875,0.1179760546875,0.4650339096968231,5.310936218724565,5.522818081771633,0.1890426600107206,-0.4529941787688266,-0.4047684837937784,-0.804482917481957
+6677,0.855122421875,0.10498689453125,1.3180247644463972,4.4968596797810845,5.55114188336746,0.4573898763337302,-0.0506051603736429,0.3339875607833614,0.101721057854714
+6678,0.988744296875,0.139588662109375,1.891070440058356,4.510169459852197,5.288042212135591,0.3470609066027391,0.1206693257574851,0.4073351873590294,-0.9356908778052798
+6679,1.32326,0.153148515625,5.68067043568862,-1.8194786699888663,5.229857830851755,1.7801218524040594,-0.0795803577824994,6.116300737453742,0.1936026958194634
+6680,0.92426375,0.102732314453125,5.978962777691403,2.5080993998493555,5.052111567759582,0.7532649934129397,-0.0936230066605796,5.339161418922541,1.5455586409824391
+6681,1.12277296875,0.127506240234375,2.236089031147685,4.336840761609229,5.18995135636018,0.3297637338602496,0.0733887474884581,-0.0344332357732527,0.3816680382838051
+6682,1.547438125,0.1875414453125,0.1927643108329179,4.496587179506356,5.732553290433804,0.8875970466643673,0.1744662476523508,-0.085136655389787,0.0830135802594966
+6683,0.628987578125,0.184558359375,0.435408087954817,0.165851252590064,4.377224804718309,0.88322969119856,2.861982408898841,0.3803949224490904,-0.1868969310986445
+6684,1.242736171875,0.1023146484375,2.052200663563277,4.9436075199615095,5.755024410613928,0.159808343259068,0.3096595154038969,0.0656796660904386,-0.8240570632991231
+6685,1.032809453125,0.154202900390625,0.8865935585552925,4.759578344237895,5.402948405337554,0.9335573488397388,-0.2568268644329015,0.3177574861285553,-0.5096693358613668
+6686,0.900699921875,0.13404853515625,0.285858566121467,6.000648897775846,5.589568736739908,0.8619374711466103,0.1139825609452323,-0.4450753522549278,-1.122558716107473
+6687,1.283388984375,0.25381603515625,6.03421544920346,1.8270604641258976,5.405857547892742,1.4609435251491656,-0.915836546843174,4.905874062056624,-1.6558222566953515
+6688,1.30097859375,0.4018947265625,3.5524803323418213,1.9710791664998728,4.765205178987436,4.97929339280795,-0.2533618564644541,0.965591344403418,3.5093549867284177
+6689,1.139185546875,0.11781703125,0.471556623797125,3.91466351137108,5.423862761657225,1.3139623761848327,0.0816900133335981,0.1119687867765416,-1.274724883976912
+6690,1.038955078125,0.13156111328125,-0.2378359587899916,4.919164263906264,5.567648605374685,0.2002718903201312,-0.708702650525133,0.0029027523787341,0.8175263640683731
+6691,0.900501953125,0.17091927734375,0.6328825886812932,0.6999674226279125,4.677455007679603,0.6564337770425749,4.161315680300172,-1.3199996707537225,-0.2614794343669464
+6692,0.831895625,0.0838909765625,3.775659571893861,1.5112146418620611,4.826018833976982,0.4697731867872585,0.478584526106586,5.678984463767392,1.542599723445516
+6693,1.26760578125,0.5732702734375,3.510778090062846,1.7809416487485552,4.730140396449396,5.169623578111634,0.9134133046601725,-0.1712636693466666,3.5538766189555027
+6694,1.088752421875,0.3292705859375,4.333179980225517,1.7370186975502755,4.74535009665115,5.263301840971597,0.5268953021871037,-0.4749867229680909,2.2636556329969197
+6695,1.098252421875,0.21585439453125,4.282407986075494,0.7749334061958483,5.336764776132075,1.182129621436952,-0.5417289858758808,1.5383019771939628,4.603696360242106
+6696,2.4128378125,0.3086898046875,1.9996229538904355,6.960137832534796,5.817298821168498,1.2435632223832096,0.2838499021058275,-0.0552720480683193,1.7847379624606956
+6697,0.645641171875,0.20925333984375,5.339320692030281,0.852758662092589,5.354798658882048,1.727117397401601,0.4378233558580844,5.627142840631488,-0.6215592870291106
+6698,0.721420625,0.088388720703125,5.257068487383809,2.3272976504571297,4.959688793335073,0.5904335190391241,0.3013289704117362,5.092063506060456,0.3329002607542777
+6699,0.750131328125,0.18081611328125,2.22099182683992,0.1356514841158336,5.12554612068968,1.5262959094811066,0.329004187932451,4.214750603364165,-1.1162701365264098
+6700,0.843705,0.108269443359375,4.2310611610427005,1.9826606384871683,5.312106691456529,0.5035658007293613,0.1647827194417547,5.800653673597435,1.0872958908156969
+6701,1.088193515625,0.10891875,0.9564969926657378,4.17965093755513,5.569971718289165,0.3848966568124565,-0.0694774393871233,-0.3426281617788032,-0.2735022876640449
+6702,0.95979296875,0.075930048828125,0.4332285875908742,4.929484961897403,5.240813634385205,0.0026242543324671,-0.1135487548282922,0.5812346495728141,1.149203816245713
+6703,0.708974453125,0.113082236328125,1.5900354613502634,5.027723475218725,5.564994087600266,0.6665648803598908,-0.1180675252082123,-0.3353130387350244,0.1198216597907838
+6704,1.113918671875,0.158733056640625,-0.7054748950049198,5.396015706049935,5.179127919297407,0.8607778282322438,-0.1018774217717345,-0.366182592784366,0.685079226492683
+6705,1.045768359375,0.0665864892578125,0.0985478140038309,4.994378777861819,5.503519730191716,0.8533837644570121,0.1814199997556112,0.2750814872047237,-0.5257561488462769
+6706,0.8841815625,0.1118532421875,-0.3251171797161992,4.78015355199059,5.370278996472772,0.2929596406947393,-0.0879035095717178,-0.5034875992378437,0.6280685931209951
+6707,1.000797890625,0.123159716796875,-0.5952793956589341,1.2058095574865948,4.778142164049715,0.2497251290893445,3.776086211213997,0.6065512382052087,-1.240270096552913
+6708,0.597948203125,0.073085576171875,4.394143994775639,1.629708552156303,4.563492107245764,1.3650887450112703,-0.089926379655012,4.7510046131187496,1.6103249659809182
+6709,0.507120078125,0.26586126953125,3.106144317518723,0.1727610696476805,4.727526796779806,3.1872974091676,0.6723632593000749,0.2321391804390715,4.276650806516904
+6710,0.583806171875,0.23439869140625,0.692326468419683,0.0292632975842008,4.295292006099348,0.2912075676720241,4.207728760535297,-1.4599026837251232,-1.0203173096461398
+6711,0.936766640625,0.16192197265625,0.4616487129159651,0.1684459335891625,4.651007335491712,-0.1171121518741809,3.4687694759990744,-0.1004437895468357,-1.307651995375589
+6712,0.754198984375,0.140578818359375,0.1464832168011778,4.601899829694337,5.516640638829003,0.3626004456338743,-0.330352971743417,0.3346831812823177,-0.1117148533139133
+6713,1.12760125,0.1544507421875,1.7908623922162197,4.453998332872269,5.203764785341502,0.179212383412346,-0.0388679202156758,0.6429880656763276,-0.6169561959165847
+6714,0.978549296875,0.092685439453125,0.7845011343627639,4.914111691108561,5.208655106857826,0.1835314560152201,-0.2732561264648058,0.6764730859222147,-0.7239094623727547
+6715,1.004146328125,0.1248748046875,-0.3018757514509197,1.0216108434511373,4.618724152953336,0.090096187019281,2.7478360201578,0.5734439903737207,-0.9805404587477902
+6716,1.9786096875,0.21986384765625,4.643927979208423,4.830248847704041,5.475672216552662,1.4927410063450894,-0.4723357135179765,0.3203799973738342,-0.3448951550137455
+6717,1.10911234375,0.1370340234375,-0.674273746243058,4.658383181646685,5.479950578890542,1.2218669744636694,-0.0836583012840902,0.1447036770112585,0.4263848489524416
+6718,0.82958765625,0.111690009765625,3.922046935146,0.8325915697154074,5.089837187395301,0.4942183621287513,0.246871703585195,5.396642728828866,0.6462470336051614
+6719,1.71650421875,0.1831751171875,5.245077580782418,2.0565719994427867,5.347990978223965,0.5937839554834475,0.1233586383497802,7.002923552864916,2.9328781477232333
+6720,0.88287625,0.1351269140625,0.5563483203835945,4.218417242047872,5.288721950679555,0.5270689038554011,-0.3436833676143618,0.0144805682453587,-0.8880652960372263
+6721,1.2312390625,0.094543955078125,-0.0226093772350073,3.5441937201233764,5.137977157325905,0.6101101830115842,-0.0936786307542929,0.6719545757699423,-1.4567737104033625
+6722,0.956513359375,0.10696662109375,6.036834300336894,1.9793296169727173,4.862517689151812,0.3163993045815524,-0.537843169646959,5.442528389199527,-1.9982715773861184
+6723,0.833405,0.14725013671875,-0.088898873623824,5.444698603297371,5.683763866151104,1.0236675766381569,-0.3634728776781666,-0.2033128996043831,1.2987105643397867
+6724,0.901341875,0.08355912109375,1.6610266166648946,4.565736481373303,5.396949483296135,0.5740380055845064,-0.8097348084746901,0.6017636447519881,1.6875236580620885
+6725,0.549109140625,0.242188828125,0.3744906222452902,0.1268244246738804,4.3575818393747765,0.7213941092665901,3.4672041054993885,0.0529017006856701,0.2900423068133091
+6726,1.1602759375,0.090127822265625,-0.9707855148909712,5.059977567292186,5.805097166443213,1.0425261621573714,-0.1944816672824385,0.6276081226429883,-0.3675668614998119
+6727,1.17687203125,0.103164990234375,1.0262973833807811,4.66322939366127,5.216658756936054,0.6767529840521954,2.953032814940129,-0.2486413438115015,-0.2506088591088393
+6728,1.420725,0.140375390625,0.5573092002063935,4.740899908771263,5.026903010682078,0.5822726438526507,3.77732801374846,-0.5618165406532905,1.2111364236636546
+6729,0.73981515625,0.115378212890625,1.065998821353494,6.077666003262833,5.369239024365317,0.9724357551312076,-0.1110829670148575,0.3870537132621131,-0.2989124794473292
+6730,1.7267571875,0.4562441796875,3.19165390590756,2.7266423527613326,5.273075983384932,2.270321268227822,-1.492823270526441,-1.115629557682456,4.1017940138340405
+6731,0.8821334375,0.141565390625,-0.6415299438407577,5.355838160838165,5.589402870324766,0.435756695520573,-0.1281417379772537,-0.3620239647721755,1.613049405624276
+6732,0.948895078125,0.0738291015625,4.133671174696706,1.0283014213031096,4.99267032533183,1.087400628084746,0.4203916629183443,5.378814250772435,-1.503520177291911
+6733,0.98058234375,0.150835732421875,0.8035007920706093,4.531773637619133,5.683669014416203,0.9946532392712222,-0.020310331110482,-0.3097988393577308,-0.2327589680633743
+6734,0.883453046875,0.1188119921875,-0.079881616161747,4.418503009680689,5.478727662637087,0.4522903637995922,0.165699024691372,0.3670257484424236,-0.4199461467111056
+6735,2.8435021875,0.406412578125,5.758395005370615,2.153147973344645,5.778859949405222,1.4332214190659989,0.1558767268635842,7.208721386335242,-0.3438498607838057
+6736,1.04306171875,0.147921650390625,0.9858734258849442,4.64736702946571,5.547336408338335,0.3076958758857068,-0.4009177308094398,0.5096378219067371,-0.3785514061636277
+6737,0.689783359375,0.157862900390625,1.3620557397897508,4.971835604723728,5.856527189469595,0.7057204571459555,0.0099642867657918,0.6618824111731002,-0.1353527566260368
+6738,0.72438484375,0.10464603515625,0.2781468412423035,5.2113775314148665,5.135836315052082,0.4802511341381431,-0.0687609790273117,1.0031856385115026,-0.300401185891147
+6739,0.83922765625,0.14041740234375,-1.3494880011699586,5.315894356748642,5.675223617747857,0.5756450293862835,-0.0964019490612711,0.3965686043051614,-0.0096992838033588
+6740,0.702732265625,0.110489208984375,5.269516291524143,1.4211224705999386,5.193841153842345,0.6445863728726435,-0.0669352786177248,5.433305652210142,0.9622970782216403
+6741,0.836445390625,0.09561693359375,0.353593477909278,5.213387197943666,5.18784933735711,0.2873672865600723,0.3829941352028268,-0.2177100640026087,-0.7432769919416085
+6742,0.870307890625,0.15492181640625,1.7703732490257929,4.41178996767376,5.467001902226303,0.8300504866487569,0.2501318499116104,-0.2262720830313453,-0.8527515966352982
+6743,1.06834734375,0.0643697216796875,0.5542942226104309,4.100413490627141,5.0434354201954985,0.8432484994584774,0.0422794257889598,0.7589208350143769,-0.8278582670426545
+6744,0.72331921875,0.0611639892578125,0.6895579372271106,4.198485542079473,4.7063677403381785,0.1949377783923456,-0.364921615977142,0.6262668891333205,-0.3522052517935786
+6745,1.005127578125,0.1601762890625,0.0167268931400393,4.2638090504358725,5.031708126515548,0.6993183636240538,4.635018854619198,1.139198061748934,2.05425332037729
+6746,0.899454765625,0.5863708984375,3.1218101130345155,0.6381560338671135,3.668128430277788,5.11882069215958,0.2560564342058428,0.3997837068747709,3.673259262294165
+6747,0.571943203125,0.172724375,1.2257203986472536,5.064929209730162,4.889288079721515,0.2688282757624837,-0.7502080308931706,0.0018611745078441,0.1970141442778606
+6748,0.91535765625,0.1381772265625,-0.2114731179383009,0.2086976342364091,5.313463994096417,0.3152680940054567,4.140993128356953,-0.7909007318388953,1.2979300026658729
+6749,1.04800265625,0.156249228515625,-0.2798869500152834,4.808221008237492,5.683914149573102,1.3158951502611131,0.5381792381554414,-0.3698509191631605,-0.5002045269971869
+6750,0.7177971875,0.2518784765625,0.7953679714921691,0.7015718571919692,4.658198553253038,0.506327135812689,3.918286532605796,-0.2552767509992092,0.6704070036178076
+6751,0.947494375,0.163379619140625,0.3950368814656169,4.203144947848832,5.194176210372103,0.5609684742053519,3.151162599055476,-0.9445859363495028,1.106785554519833
+6752,0.44147078125,0.163539248046875,6.001110219499955,-0.9096060700732012,5.079976274585045,0.706151918135158,-0.4776259189083712,5.312578502726391,-1.3145140153200978
+6753,0.90923796875,0.074965693359375,1.0311975166084153,3.9979587053751913,4.881417918052373,0.969693403698324,0.1567269342588712,-0.4281235941016511,0.6194271885765289
+6754,1.0662959375,0.09722759765625,0.6789552564291458,5.1250672182629,5.0950937523818896,0.4240851495597771,-0.1865540176301026,0.4799665706085592,-0.0418143985145229
+6755,1.157946796875,0.12141462890625,1.2059512172251676,4.37170398139132,5.342350332208345,0.3448875404921996,0.1465587281011333,0.5254567351393443,-1.092975755576486
+6756,0.679963046875,0.2193819140625,3.2754582792245324,0.5572925754271728,3.89371623051674,2.022314519189702,0.5111344243048506,0.3894545309602191,1.991223959705142
+6757,0.9827278125,0.136530546875,4.840215915067477,-0.0034152760883726,4.780753448334816,0.2849964009234818,-0.4016846373375182,5.302101827653246,-0.4706474865496869
+6758,1.181753671875,0.121677470703125,1.264203812599695,4.673851449245584,5.305296153560106,-0.0704563261168402,0.5363003948525478,0.1211012614397032,-1.4364710273705412
+6759,1.18695046875,0.540013359375,3.3912110039318506,-0.1683890482618816,4.597410642003736,5.489131659577574,0.1323185626196995,-0.9797104862076864,3.957050848141833
+6760,0.971819140625,0.144916337890625,1.1860912528721628,4.651698294114464,5.029181776773614,0.5704231274814706,-0.1065212022261141,0.1579196591521667,0.9665039948165178
+6761,2.1860740625,0.23879744140625,1.6697243856899362,6.549409499153388,6.076024480660429,1.3072389102113184,0.1799938524638739,0.848495358194526,1.9084918751956503
+6762,1.14541,0.099441962890625,-0.0613919502267787,4.777791022116223,5.247312745145768,0.630575056505934,0.1689187728114098,-0.5026512999251627,-1.061188202733529
+6763,0.9057671875,0.07557359375,1.6116157669512003,4.993101707183645,4.937871633749066,0.629647321249123,-0.2621654900686346,0.3167548134372278,-0.3361956713272181
+6764,0.810100390625,0.1133180859375,-0.6242120668463547,4.444484435370772,5.516192799907096,1.1480935775163443,0.0154095599469624,0.5201013167864909,0.9581050926936892
+6765,1.08304125,0.0806276318359375,0.3800456300152294,5.2979053862237935,5.414621139453407,0.030698684449467,-0.0443841656146637,0.2826788629261101,0.8997650837719279
+6766,0.812118046875,0.120219833984375,1.458791909327838,5.319874459308547,5.318357254154657,0.761527005772419,0.021100709550561,0.2185357494260021,-1.0133850353685132
+6767,0.79485765625,0.097133388671875,4.593373589019585,1.0612845164145874,5.154630366626216,0.2416122829823504,0.3550322278355374,5.864876027862124,1.998111859917544
+6768,0.62036859375,0.159053505859375,1.362468671131148,4.906352091812159,4.98097733766694,0.6501171839631679,2.6481043126686568,0.0074609018272702,0.4610470864019714
+6769,0.863064921875,0.110479609375,1.477010062278178,5.115932077125466,5.2799671500860335,0.6151095373390618,-0.2147338491139778,-0.1508282390715576,0.5908991494360278
+6770,0.879848515625,0.110930283203125,0.5058734168431799,4.763604258440221,5.159759852449279,0.8327139951579967,-0.1251602698190181,-0.681653463127864,-0.1146510533983894
+6771,0.93107109375,0.108072607421875,-0.0012929465636876,4.360437947012854,5.182999958389357,1.0245815948711845,-0.2050054733751488,-0.5698158088758492,0.5972931528182006
+6772,1.03858515625,0.161647724609375,1.102763299579793,4.7030417752941664,5.665281936283345,1.2654604063913482,-0.1758787924136902,-0.1989931943900691,0.6184193726802503
+6773,0.662073046875,0.2909843359375,4.930879590087005,-1.3360052001054263,4.724403915862258,0.2841416229102466,1.388614568895927,-0.57500854283377,5.016766043788329
+6774,1.77724140625,0.16006107421875,5.381999180440471,1.640976177984342,5.65287343930021,0.6066816061617722,-0.1836260762187965,6.414999240963989,-1.694259242354322
+6775,0.8509934375,0.185766953125,2.0558840001910914,4.2588146793408805,5.324201277254454,0.3218438979829326,0.1924750706296827,-0.4378060850410363,-0.7809517218092737
+6776,0.880323046875,0.092884072265625,4.938498846493658,2.221858782683796,4.913842217025738,0.5397733246971753,0.6576755730535733,5.8248620715240165,0.9904048649861316
+6777,1.81178375,0.30692171875,1.272673784113831,6.625415130136954,6.014983027738012,1.9398884764001807,0.1594551408441149,0.8511529249904092,1.7767337794194145
+6778,1.03532703125,0.123113505859375,0.9503419930442656,4.902555631659083,5.674990907125403,0.9477166587647649,0.3441824521021603,0.7002642286596851,-0.3679499350159173
+6779,1.000573203125,0.154444736328125,1.558572406420048,4.34476358416391,5.380451722188319,0.7789241253244832,-0.1841321553707149,-0.601848832109497,-0.4192479821690829
+6780,0.835825546875,0.109759482421875,0.2235541082411473,4.100270134552581,5.225285725236853,1.1057521713278342,-0.625659431041611,-0.4810734241526908,0.1606397856166129
+6781,0.99659171875,0.1252588671875,-0.0862698289005076,5.157429574288623,5.657506163058331,0.6123150400994087,-0.1913571214395678,0.2529133024328156,0.0628976437337351
+6782,0.86468890625,0.1767384375,5.852734920998647,2.632921736596978,5.758599786935589,1.1975773586551228,-0.2145791525204672,6.208520396958626,2.8427870941818343
+6783,0.8430521875,0.2785784765625,1.7620659745175598,2.2349579639182493,5.645092853718626,2.145136375555125,0.635049078112321,5.522667189621944,1.4328116263646162
+6784,0.947944921875,0.14709470703125,0.2645669777894849,0.8764690623505276,4.47032809935578,0.195639503043621,4.221028885789311,-0.4033351233110468,-1.0019851264900412
+6785,1.053786171875,0.15830697265625,-0.0074863685100523,4.8482392033263695,5.720803456143936,0.8718958146255064,0.3010167336939053,-0.3266819518752643,0.0761686412941118
+6786,1.108307734375,0.1518925,0.2977481940095964,4.963353211724017,5.558737015409147,0.8369119503318203,0.1061644221971826,-0.1897101134233063,-0.3771242446443161
+6787,1.262567109375,0.14990197265625,-0.1158097674445898,4.394379314112682,4.711964540816769,0.3834873948498075,3.210732622780967,-0.9852626012268544,0.3590356781804668
+6788,1.177641640625,0.5900167578125,3.2105344081714366,-0.7657784316044218,4.837246296925886,5.082897581786368,0.0379593203741536,0.5468299282170642,2.5920742392412937
+6789,1.008443515625,0.16472984375,-0.1383515861995987,4.862495480390426,5.653738515512237,0.3020635083229017,-0.1067096645154287,0.1014617956685833,0.3050202196227418
+6790,0.8355175,0.16197658203125,0.8820532876894656,4.473056488677192,5.4149286557695495,0.6249112239373068,-0.0505325525038258,-0.0551247722391144,-0.9932002340522512
+6791,0.770151171875,0.110067333984375,4.552048881281816,-0.7597085909491305,5.061958276291003,0.1631251341230501,-0.7973208082674017,5.759479735501958,-0.6350743818237637
+6792,1.08955703125,0.4960271875,2.80502686902158,1.0188232595790427,4.777941979740681,5.423520100886159,1.8809360156052404,0.7897277315839998,3.53349279610594
+6793,0.9728934375,0.125843369140625,-0.5272041196920451,4.660244576301031,5.3931151552602765,0.9028122467592974,-0.0428393253240269,0.5134521806139359,-0.765699903268703
+6794,1.07679671875,0.133054765625,0.0280141222038368,4.8206228279320005,5.555906035948715,0.2892470248062228,0.0749563569460277,-0.5054790802585665,-1.0662146654023568
+6795,0.817308984375,0.0923721875,5.49039760377115,0.6918468202697975,4.335711159299529,0.9305425657423648,0.2139403582689349,5.831068283055668,-1.9840750851142412
+6796,1.049748515625,0.147213515625,0.92958348894721,3.933073994037124,4.597673089046471,0.658019240432626,2.399542495702323,-0.0329185518038327,-0.6024887846176431
+6797,0.988854453125,0.51698359375,4.098310502682229,-0.5662329746369816,3.56637952407974,4.560807279666917,0.2768453319043077,-0.3128249989234438,1.092043109054064
+6798,1.100950703125,0.136057666015625,1.3484502432994148,4.446364688968099,5.16800505635037,1.1054053981248186,-0.0672331260343905,0.3819538224308045,1.2898385804251422
+6799,1.32612671875,0.16608427734375,2.577889461284543,1.4230303465226042,5.040203154832991,1.9754271677860344,-0.3988328602721802,0.1483156395487471,4.4252427836242445
+6800,0.783227734375,0.0866682421875,-0.1718293727113364,4.8312306973450125,4.821141177054416,0.6118056339480089,-0.4428942483950071,-0.7880096224078809,-1.1077907493170334
+6801,1.37909546875,0.556613828125,3.1326549764061102,0.3523776849339778,4.839275611372543,5.418580693396726,1.4758043704068309,0.2826998016692614,4.331316650047574
+6802,0.712176640625,0.0928984765625,4.670131610441887,-1.769121380508575,5.017837735369206,0.617909315155959,0.1422579560189042,5.698752225393187,1.1653609607630675
+6803,0.807971796875,0.17983255859375,-0.5441163980177446,0.6732800372825065,4.758353175203639,0.2594945113340793,3.776923784492245,0.6067139526519186,-0.1979316929604695
+6804,0.96235421875,0.130968212890625,-0.3955032300214456,4.68446521617888,5.379950545175609,0.3686540422245154,-0.1233615793480528,-0.0417363510356892,1.5149378579687192
+6805,0.8500878125,0.16823142578125,0.8465300098583988,4.746225473825021,5.112335497423136,0.787183754910272,3.5735441623247084,0.1706545692573769,0.4509790375211074
+6806,0.975137265625,0.08402,4.8956458905974864,-1.3358324724901758,5.1939292733140885,0.7744408322609708,-0.2429879424792627,5.282374032082275,1.639955116173109
+6807,0.793410546875,0.101959384765625,4.048964765690936,-0.8904380016280286,4.772607016239416,-0.112120362284431,0.2468873456881917,5.546409578684852,1.3362873173763914
+6808,0.959731328125,0.1244457421875,0.645897426660821,0.4446671647033105,4.710733508089105,0.2847869280208929,3.2027108456410533,-0.7268211557689533,0.7945141152903761
+6809,0.79543796875,0.1732260546875,0.0080356759794628,-0.1873777623027295,4.780340445742982,0.5296472879162901,2.8397903956262143,0.5019315116227164,-0.5066146708728094
+6810,0.888122265625,0.11041779296875,1.1595358990168307,4.7340463534156125,5.785158141346371,0.780371139972463,0.4150546465486603,0.1053186354299006,0.3932166678084708
+6811,0.79546078125,0.1698276953125,0.1636885304759308,4.406670487369275,5.652728258167173,0.720532634928454,0.0166228756714644,0.3027341536560689,0.309958940377556
+6812,0.79339671875,0.098037734375,5.060381519342501,0.2546869791940196,4.813096581472034,-0.2453826092005038,0.5305880075824853,5.542140573735924,0.9332917740541764
+6813,1.304149296875,0.134176357421875,-0.2426597766434251,4.747983989059692,5.584064494457927,0.0421975164282784,-0.2245411516325967,-0.191415911029657,1.1976763396603831
+6814,1.1393940625,0.683263671875,1.6190401012932882,2.3799774849743622,4.767893903144995,4.999096218481218,0.2088792343369035,0.0185041598186721,3.653146592158253
+6815,0.779371484375,0.136144072265625,0.8581100255404099,4.681863011073675,5.67158262070556,0.829696423863956,-0.3149868140290457,1.1076619802793763,-0.1545632062258484
+6816,0.712145,0.136927216796875,-0.1049296450942141,4.374632448286177,4.8851352267804895,1.2893672472167563,0.2170853046348929,0.1894942520403268,0.6513054691046302
+6817,0.78019359375,0.096638896484375,-0.6317179383959974,5.286717854070501,5.435922209559671,0.4668333683237754,0.0568433404741667,0.6240413710579467,-0.8823885001548877
+6818,1.02417765625,0.116725439453125,-0.3234694577170645,4.397354867112678,5.464380326893719,0.1427221271004807,3.0023691024183097,-0.2349434501437634,-0.0141385254468734
+6819,0.858374296875,0.07828904296875,1.7073475150497812,5.377742450896201,5.225122527256801,0.3312741776765138,0.1943905154589242,-0.4196310113736415,-0.8435148559603123
+6820,1.106517421875,0.34475390625,4.8282386750826936,1.7406450791684436,5.470059041190567,4.222485104496579,-0.1188270147765918,-0.7006190791217872,5.033813411718932
+6821,0.98013765625,0.116846064453125,1.5832956060423615,4.526211481761066,5.430131267281494,-0.0062109235673889,-0.3689680333307937,-0.2075541033163455,0.448942927678346
+6822,0.7399728125,0.133017568359375,6.029870396166291,1.9834285680913637,4.925049644820257,0.8781811149564747,0.6160250530711363,5.120430282145651,-1.2884246115474252
+6823,0.6718003125,0.139666064453125,1.713052364569558,4.9867001435517,5.395987559342531,1.0470734387969212,0.1473835845158976,0.0368448104285491,0.3679772502766998
+6824,1.06831421875,0.4595946484375,3.101492793925097,0.3905317191287858,4.656967994551557,4.693916656328585,1.433095923711846,-0.732270947461788,2.755888247087257
+6825,0.744238515625,0.863590234375,2.454127665626634,2.294263229102746,4.056371537622236,5.16493344839522,0.0010568294774318,0.3320896362533034,3.6319052199366726
+6826,1.04214203125,0.110888876953125,1.0221442659776292,4.828627369232694,5.559049437552041,1.1558867319272887,-0.0786372380929492,1.7132283181014658,-0.2007309952899134
+6827,0.765574296875,0.102882939453125,5.732663719454123,0.6953101225480535,4.995031496218122,0.712560572899989,0.1587874149027615,5.950154401555712,-1.8168326334154663
+6828,1.656135625,0.18852140625,6.440260849810909,1.6015858936848442,5.662308961916562,0.8932369474223125,-0.5652160202884622,6.477913862344214,-2.075638917660321
+6829,0.86348671875,0.146879267578125,1.3679253471997803,4.521058199637725,5.481770906067498,0.163154385970144,0.52476554309755,0.4749721771710389,1.0305717393859009
+6830,1.113323359375,0.13231484375,-0.0607560062796142,4.473495050885597,5.336209895176538,1.1177393247010292,-0.0985110048755255,-0.1537065498608256,-0.6441697917820803
+6831,0.706214140625,0.17472990234375,0.4624784662192917,4.567104055625554,5.319993226730322,1.0725276908317116,0.2179257111143057,0.7562714756096349,0.8202730222103397
+6832,0.85994234375,0.128709443359375,0.1779665387935712,4.603776714490213,5.734962754362984,0.7237039217298367,0.078744533295381,0.3784316169215939,0.0489023168323344
+6833,1.0513625,0.3568687109375,5.776267595699788,1.4467266524458522,5.514718082565026,5.574013276664245,0.3218177320712162,0.0273904634374013,4.154462746714103
+6834,0.824431015625,0.121526240234375,6.179473652831025,1.7453770000954667,4.973424133274778,0.7435781638649394,-0.6726017707541626,5.454387444809026,1.4887554789991315
+6835,0.923565,0.089807958984375,3.9160054728604905,1.734054568964014,4.316397327182861,0.2402483597341466,0.6956683124074788,5.283216377507961,-0.845797706965145
+6836,0.870206171875,0.112830791015625,-0.4010551049130962,4.955556380870289,5.505074983611958,0.5341569505773119,0.12869018941335,0.3575461394450124,-1.1872365296214875
+6837,0.85781859375,0.18180087890625,3.53283528822008,0.2442219176289446,4.728104139943265,1.4009003631984998,-0.6982702958373347,-0.7617138796555472,4.216063327624122
+6838,1.75420015625,0.19171453125,4.966604670107496,-0.0941072758808657,5.764411459643258,0.7880150272111148,0.4596599340988997,6.19203908044691,2.151488796623836
+6839,0.757218359375,0.108195029296875,-0.7401310576209019,5.411383416507562,5.427154583866011,0.6007170438721408,0.306823981089276,0.361508554865342,-0.8698469831619934
+6840,0.820632734375,0.121265810546875,3.803022094968429,1.3511009034573027,4.542483932753494,0.8356422236987642,0.5901060958052435,6.044305284187945,1.6670044319359132
+6841,0.708321484375,0.149153046875,1.871806080666497,5.208891409085621,5.554209253281317,0.731436292094848,-0.2633323727442088,0.0429762434964984,-0.9383693862805862
+6842,0.6959046875,0.08019076171875,1.4227114627752415,5.64038941629797,5.664875899331897,0.8593489459081228,0.0090478338528309,-0.1043343187935729,0.0321362939479381
+6843,1.063897890625,0.13628390625,1.6491783635537256,4.968410819438797,5.565707550930655,1.2438698689955126,-0.0961791448713301,0.1090760148605736,0.7577115639654499
+6844,0.72154921875,0.12833078125,4.243407678471904,1.580383151176337,5.036953209692165,0.4417282680702198,-0.0666567918575013,5.289485053666345,-0.859350347096258
+6845,1.91544,0.30272388671875,-0.7110589338611681,7.538097244522727,5.918876591308621,1.3028101903615483,0.2949362148709875,0.5766683755468353,3.1131893828072537
+6846,0.965850390625,0.095445908203125,3.970235142851576,0.103582620064945,4.881252053513914,0.9244366459027789,-0.1260131817371243,5.906217670141847,0.6812783245278083
+6847,0.940335703125,0.13633072265625,4.532577154184076,0.5023323425585995,5.148018336957254,0.5412414368101428,0.1925087935909301,5.559250177540941,-1.223945318458841
+6848,0.991601796875,0.113734541015625,1.1487795977049773,5.11868111074791,5.395058417263319,0.8598453986758197,-0.2791729010788389,-0.512022729243742,-0.0391480361480943
+6849,0.67308828125,0.146822861328125,0.3038212219215029,4.691196203355581,5.253721364421076,0.8095411526560468,1.4032731519838926,0.4700976871094993,1.3644313533874417
+6850,0.791771484375,0.083164853515625,0.9581889934266976,4.96226516650666,5.199330023685906,0.7325313251405248,-0.4020530142409743,-0.4550457238497204,-0.0713686098073885
+6851,0.886832734375,0.153934638671875,0.6926879071749805,5.041837863958805,5.132013036977653,1.023863540141973,-0.121683053168138,-0.2655098723009479,1.463899929312937
+6852,0.84541625,0.149032431640625,0.3685268046700268,4.3711013766017865,5.064192859456717,0.2060772834610094,-0.0320195234236473,0.2161700919736082,0.7381612583947093
+6853,0.831289140625,0.0917348828125,5.420718426954143,-1.2457225814218351,4.803543997605348,-0.114388886538057,-0.4884517839894067,5.676374454242664,-1.161244411790544
+6854,0.710099140625,0.19902443359375,-0.3825227431383217,4.987196262244527,5.429486487620676,1.5272313475966426,-0.2805679317566367,1.6549944321786485,-0.4794498739329818
+6855,0.6815109375,0.10822443359375,-0.71890712718487,5.084474847811924,5.232597036991703,0.85073388759284,0.1170410473527226,0.9295138205218944,0.7796641491839839
+6856,1.01902171875,0.142257900390625,1.2516613522142586,-1.066555898685264,4.692811263760842,0.6089880214125508,3.808109971203066,-0.8900101054661266,0.4483203641327909
+6857,0.881859296875,0.096011796875,0.1313367038234978,3.887049828091738,5.435892119522297,-0.4732063867823532,-0.1563723402022797,-0.5480235877159761,-1.535580284516252
+6858,1.073827890625,0.1373346875,1.1385846415039107,4.570159588139107,5.63052592219567,0.6313506480056313,-0.2744825795043994,-0.3674176076624867,1.2623489354302286
+6859,0.8079146875,0.087965654296875,4.01152231409279,0.4349006723204624,3.8891723369385502,0.1507816440881331,0.0752606275532997,5.390552406844518,1.0355339777091377
+6860,0.83945578125,0.16432296875,1.2420529033854455,5.13342519620202,5.7297659646780685,0.9525294698526552,-0.4789120833976953,0.1517135050529767,-0.6742689430557628
+6861,1.234527890625,0.102909345703125,1.4507569913799303,4.770084245098057,5.488199463633973,0.313888794688251,0.164701002465937,-0.0125606320030041,-0.990181276527361
+6862,1.065355859375,0.0732530078125,3.401442650602164,4.5431401563595415,5.371718127122385,0.4012731005012865,0.0775243665971889,-0.2773045746313206,-0.5744844075933548
+6863,0.89968875,0.127980322265625,-0.8107215888208364,4.767137993078041,5.317005193417017,0.9279510891861078,-0.208594980906133,-0.3673026864365456,-1.3082588717995718
+6864,1.11694125,0.116890478515625,0.5500880405877615,4.6077569245112535,5.525761672137978,-0.6331148943797645,-0.5614987038861118,0.1889109903564539,-0.926300593699536
+6865,2.12220671875,0.30861611328125,0.6437113107336696,7.169646953721437,6.269819850669651,1.2790217793050511,-0.34583308053968,-0.5083873346361024,1.759947351169909
+6866,0.77348171875,0.1721434765625,1.2373461605717089,-0.5397171034562172,5.127140860656059,0.7237338985888421,3.255509931376128,-0.3321968935770668,-0.1025327309095993
+6867,0.81792890625,0.122122744140625,1.117558964070915,4.762554007424645,5.806828778094827,0.6767555397308395,-0.2183256984865458,0.4878147432551962,-1.6799820972290167
+6868,0.769622578125,0.1469416796875,1.1313612698236537,-0.1880348179024952,4.512079626739828,0.6395528948938067,3.4845207809587104,-0.0898977428378736,-0.4874915734061247
+6869,0.99995625,0.099434169921875,-0.168659354296244,4.259707405989253,5.508727581180233,0.7767630984104308,0.1181819448588668,0.0547699678251468,-1.1755504160215091
+6870,1.032247265625,0.5691056640625,1.9570074287844383,2.014971489269471,2.85101995031979,4.958659103421094,1.527668488711852,-0.5628011471058605,4.009943771456662
+6871,0.96367640625,0.14964873046875,1.8400284925594808,5.624735491173408,5.43813504501074,0.7428338585144117,-0.3113209805180925,0.0485037219744767,-0.0013018971524175
+6872,0.855857109375,0.0831990625,5.06246589660468,1.586239628587771,4.93377940967851,0.5280560915089878,0.2902488925632729,6.040626933155687,0.8167991971530263
+6873,0.5150228125,0.0581712890625,0.0860498578215397,4.833699823048254,4.831056153077557,1.1594292599787894,0.5005237014314526,0.2808925201132722,-0.9139080360201528
+6874,0.8386659375,0.128378798828125,1.434346248989296,5.025389508094708,5.496265090010781,-0.0194001837158557,-0.5023402265716539,-0.6944269950007135,0.2658472991955223
+6875,0.996250546875,0.098643837890625,-0.0789592474176682,5.168567290687878,5.436862336918925,0.3695989577007793,0.0873437935687777,0.4947177159666496,0.0803992615642951
+6876,0.793099140625,0.093569384765625,1.814188944928754,5.175909867426596,5.096159919885859,0.6553447424341455,-0.4368668609161082,-0.5235635549425253,0.3741299201273324
+6877,1.309522421875,0.980814296875,2.070575467249408,1.816960536132989,4.522331342804723,4.929917397209858,0.0129298745493143,0.5527520705434843,3.845902122074352
+6878,0.975905234375,0.083129453125,0.93482895101525,4.97305852214976,5.21522937129755,0.1218781906175576,0.6726211626783222,-0.3997241823640974,-0.8094712890622763
+6879,0.844888359375,0.112591953125,3.877700548813597,1.7088248044007983,5.150755810819607,0.5510266452168028,0.8047545308797445,5.851065561087671,2.5420345320268
+6880,0.663646171875,0.110450205078125,1.3676473646894305,5.162808170477527,5.333812820112158,1.6550964246832005,0.0429547401375129,-0.2643113012950329,-0.4251925906709121
+6881,0.76544546875,0.097642265625,4.011349320860517,1.1306531291750483,5.245682496443266,0.3615811187907602,0.1248786506212256,4.938069376019345,2.123207728281081
+6882,0.6101493359375,0.10855869140625,5.000674591200192,-1.218552936116287,5.14780635213504,0.3173039213912851,0.8835836880725552,5.695229833286985,1.209677384149111
+6883,0.709963125,0.0626912451171875,0.689270230128563,4.194816032476102,4.703893251071894,0.806495359469884,0.2664423459515082,0.1045705443969167,0.3922690700761395
+6884,0.927071953125,0.083883173828125,0.1621896222291183,4.135703206592578,5.026705312087511,0.8686417633158894,0.4154989199742118,-0.2353484781512043,-0.7362803926803012
+6885,1.15393125,0.09567333984375,1.830905732840896,4.507070804207457,5.26982395493525,0.1852629948861988,0.0738557742497156,-0.6960473313656607,1.2902757259394515
+6886,0.76357265625,0.15721119140625,1.0595348087491394,5.21928744191715,5.730573484939243,0.7175026342289066,0.0400484064828365,0.2861962982179895,-0.3043217618510599
+6887,0.95693484375,0.12019162109375,1.034184079356959,4.491896580916002,5.75985413884114,1.1218435279387935,-0.4759849704885448,-0.031200038637532,0.1388751556397576
+6888,0.693129296875,0.12234658203125,-0.3479419858317437,4.885652566153645,5.573645810062651,1.7931775935026502,0.1385548920063851,-0.4095311267345471,0.5324834775037031
+6889,0.96893171875,0.15649767578125,0.3752293470927694,0.4852751434404597,4.785078019956485,0.5711204185476272,3.0917085019248027,-0.7109563227876556,1.343580818820857
+6890,0.976674921875,0.6370109375,2.3222034591180014,0.98645746166805,4.443761388276483,5.259038627279216,1.733236368541906,-0.1900133424284993,2.9041318463597112
+6891,0.742871953125,0.103083369140625,4.79239225658915,-1.857707728457131,4.891006194170347,0.3999478443038312,-0.1383168416970327,5.561257820575298,-0.0707179971293361
+6892,0.829021484375,0.146565419921875,1.709686931558204,5.323861983932806,5.626274656520002,0.9146891052175784,-0.1839518551362038,-0.0166959982058692,-0.0989074673559237
+6893,0.926876640625,0.090461474609375,0.1722971426097046,4.251256700534217,5.176158718617498,0.5078317683552948,0.0985529211342347,0.2983421228703746,0.0665124330329372
+6894,1.1221790625,0.6121933984375,2.84262781690381,1.621841972853475,4.053920649976159,5.4459172813606,0.8174131021460659,-0.3422416748634767,3.674162245540624
+6895,0.9038125,0.10274611328125,0.6608989437402003,4.696440582051316,5.409005349886592,0.5342115592780929,-0.106444454190341,0.0627421276608857,0.8699189067626487
+6896,1.76026390625,0.19569416015625,3.2457133731758057,6.259383838429529,5.822773170732426,0.3478672761871307,-0.3274490250814114,3.039592659620713,1.1071851452229606
+6897,1.59081984375,0.21669828125,5.060217103919376,1.4532716546409898,5.510380517715123,0.6652813187053527,0.9131524645147756,6.348143639176057,-0.9227123299148348
+6898,0.82989203125,0.089801962890625,5.13818321171991,1.7642348860931183,4.853803430349706,0.3370671242839612,0.1960676743125872,5.9119633185688745,1.807901170215229
+6899,0.8255025,0.11487833984375,3.643401384641858,1.021717337767326,5.305622094645752,0.4321205379850938,-0.4318480282948714,5.418982269584006,0.5585106229896972
+6900,1.040627109375,0.108786123046875,-0.2429791391562274,4.821800594185544,5.461607871430987,0.2128825297542458,-0.6328522929451267,0.4100743977576346,0.0321042721804543
+6901,0.735461953125,0.149119443359375,-0.1922312654006899,4.862334233153214,5.35433568448537,0.4308717308277627,-0.395214815564433,-0.4889183556342661,-1.595289715468055
+6902,0.78756640625,0.088962421875,4.946856776834074,1.1887211000642783,4.593432360810433,0.2742543390191699,0.1597658691810085,5.392248220441145,1.6652074185037564
+6903,1.009338046875,0.133230595703125,-0.2429389465630389,4.6758274684744325,5.419447181022904,0.6923474442297721,0.2704263777070951,0.8936439096546894,-0.4446326267708772
+6904,0.876503125,0.18622423828125,1.0904510286040583,0.5476125190230212,5.060535453308538,0.8140055804597013,3.717239520741261,0.5762873211003755,1.0369388231047636
+6905,1.192954609375,0.4357449609375,2.86099497401554,-0.156446086300661,5.078921501244214,5.326432832884849,3.281595734615502,-0.1380248591096237,3.895281961650812
+6906,1.215350390625,0.128611630859375,-0.9394009264898022,4.401899643374971,5.36180347657669,0.3092792554212908,0.0303289303398257,0.0739111679787655,-0.2217479174385166
+6907,0.78484296875,0.17163279296875,1.3887133080254763,4.415933825200986,5.2077528489924685,1.065601398932555,-0.1221144404788144,0.7686810480775259,-0.6380539749397285
+6908,1.0382940625,0.15957859375,-0.7706607639758917,4.857979428939415,5.678801894497239,0.7833438676029152,0.3126007484120579,0.7325045151973851,0.612889049742862
+6909,0.976174453125,0.103642666015625,2.045706812549977,5.3624236412742965,5.206139817112416,1.3152543093114746,0.3158216839163749,-0.4558008381106664,-0.9634449801869928
+6910,0.723725234375,0.154931416015625,-0.0205745971451528,4.960320476523179,5.010669174989541,1.2309810808779778,0.2714086886136404,0.5863429917936179,1.5557047955218086
+6911,0.697506015625,0.098311376953125,4.232915122282425,-0.0930357649517021,3.2947870958680987,0.636029669463514,-0.2674233102861532,4.87253389394899,-1.4004028892328486
+6912,1.135574609375,0.121936708984375,1.2953458889203944,5.016687102047766,5.630425153603197,0.8078856595307007,-0.0699778992592785,0.2784873424008629,0.9713487575756372
+6913,0.8263390625,0.139068369140625,2.0333250367184847,4.635722512752437,5.482418531829826,0.0410141197679554,-0.2627552714153599,-0.0368514909644079,-0.2810461465978736
+6914,0.98844046875,0.163692275390625,-0.9243391405065382,4.822035086607758,5.496936723239836,1.5869258448895134,0.1854799180380792,0.3973830495297029,-0.2647412473787498
+6915,0.786086875,0.083234462890625,4.213194210533163,-0.8780316903673612,4.597983806515188,0.2834755357475315,0.2271986717061806,5.771083736684851,1.3861298595250098
+6916,1.49529765625,0.15095515625,2.1464229888804787,4.918368422302508,4.878541261283769,1.3902264111058882,-0.3473433070695266,0.3218279803328637,-0.4122071617964044
+6917,0.708882734375,0.18328193359375,1.0493588307691395,4.807153112734206,4.983918947047642,0.5852810502639412,3.887834720093177,-0.8877998099114899,0.6523416183750309
+6918,1.45999234375,0.3186054296875,5.94548955509713,2.0555557382201237,5.432520619490475,4.274332018239383,0.1958259519953162,0.6498545007614102,4.647995123205219
+6919,0.791733515625,0.17900802734375,-0.0396010621848724,4.451791768813037,5.268686281223368,0.9931260464307052,-0.308068020979913,0.2659848157722455,-0.4922506903267714
+6920,0.832571484375,0.11288361328125,0.3017551196359543,5.102807778058671,5.265421907707626,0.3959319321209623,-0.4012835560374274,0.2847676460377051,-1.4087247955005624
+6921,0.91154484375,0.082354716796875,-1.3351199536315754,4.950474128119441,5.083427350290265,0.4898705355203582,0.2683200883649379,0.6547631731332213,-1.520600974692693
+6922,0.9903928125,0.102381259765625,4.20724962402008,0.2099608316923632,5.192751797248974,0.2925812825261434,0.7223498069543005,5.284246730566951,1.348789736109684
+6923,0.738247734375,0.097807890625,1.0963794927270831,3.868919074106566,5.2359573435464855,0.3121401768694772,0.5277523500459699,0.5471944873001374,-0.4122175036915075
+6924,0.870118203125,0.219063828125,4.768244192694524,0.7885190970041828,4.822860531574384,3.8653124329243886,-0.0452687063141014,0.514734135322568,3.530432912724108
+6925,0.893663046875,0.375341953125,3.764095529548448,1.2541375029997717,5.448992425482587,2.813665857627279,0.2144496237604332,-1.0319029836991225,4.713678958912944
+6926,0.902549296875,0.088369521484375,4.562656050295514,-0.5113729794089006,4.911912115970262,0.1982537668248964,-0.3019187931684788,5.389457245233127,2.6124027272116908
+6927,0.853830703125,0.461372265625,4.226555839374727,0.8225007530623468,5.155893901851119,5.411479273313852,0.7341283255234978,-0.2807555768126785,4.288144952999281
+6928,0.84080953125,0.083016630859375,4.521921151405561,-0.7188817686757845,4.753414767647306,0.5354059978170069,0.2925741925233377,5.92308017762229,-1.7039744597286408
+6929,0.739695859375,0.142031669921875,-1.1424546033070442,4.735193080316904,5.472246119670229,1.5490914030098348,0.2745494872903526,-0.4309666702219227,-0.3999174734773503
+6930,0.890215859375,0.104032734375,4.905273065595063,-0.3742105047753571,4.844144754386661,0.8615664329698105,-0.063185911559662,5.7923318681521865,2.4650966852792755
+6931,0.74570703125,0.132035205078125,3.412885859346052,1.3207918949677508,5.133722244381951,0.4334959907542166,-0.1012370773011921,5.414001435963747,-1.8103481203367164
+6932,1.02363375,0.123081103515625,3.196874134768511,2.055545608309505,5.257743147970387,1.9994462693348611,-0.0321925798958337,5.813195928788168,-1.2321561378878607
+6933,4.1645503125,0.4592991015625,0.1686298715962738,8.38891404028815,6.848475480806323,2.253530075003141,0.0874142896776508,0.3763641004772234,3.212912179669789
+6934,0.94162828125,0.134125947265625,-0.3942867969503431,0.9807844317358104,5.155514332400212,0.7839626231118328,3.080631467530487,0.6226853769581595,0.5476924079978119
+6935,1.016404921875,0.131263466796875,1.3947064890832752,4.34000799229987,5.24671271317396,0.2866551711693454,-0.2437786844809689,0.3961046818858676,-0.0847734640033505
+6936,0.877354921875,0.22818796875,5.113199983959466,0.0241577564158384,5.175706145432837,0.5675592409035147,0.0972133403538822,5.654660313028849,0.8463674171958175
+6937,0.80760328125,0.098257373046875,5.399005866914101,1.3516351843665386,4.624737564510121,0.4965600668635476,0.5408535681905019,5.795605240023007,0.7307601057197255
+6938,0.704493671875,0.0773066796875,4.3287068069531776,0.8676360412482296,5.003912038498033,-0.0369718607484875,0.2925720811571122,5.258902041741217,1.919536147634802
+6939,1.215668359375,0.104257763671875,0.883797142702317,4.9685325943255485,5.471490854030967,0.4170221628603089,0.127046094716447,0.1681151657706039,0.83769437752064
+6940,1.135666015625,0.107422099609375,0.7581978118497353,4.70201894083776,5.545504488948144,2.054558771586973,0.1323098347031698,0.1627289561091431,-0.5916049363209632
+6941,0.77533890625,0.1586418359375,-0.0733550136688002,1.1173128570008204,5.11440540809728,0.9618834107328652,2.681916296002041,0.4120971323689952,0.9594414460449292
+6942,0.927874765625,0.1013562890625,-0.8152154104713587,0.6857650334013611,4.686819162361234,0.785725904877383,3.6266168312099136,-0.2815396738080462,0.9155804877949854
+6943,1.03304609375,0.088922216796875,2.3319615915558525,4.962262721936383,5.298486986182661,0.4316183929866798,-0.0718653531166434,0.2127311843031905,0.0118456347586156
+6944,0.829215078125,0.095558720703125,3.439633066684149,-0.8697328491813099,4.596712507290947,-0.0780753308630088,-0.629863033597555,5.177282944337146,0.6012231222500619
+6945,0.760006796875,0.1856583203125,0.3916445145528071,4.058990301992622,5.238766635989839,0.745288120202832,-0.2710578738590651,0.7499176016915279,-0.3526843494161313
+6946,0.681651953125,0.124456533203125,1.3846265792497932,5.368563839833371,5.376500426315604,0.2040926519462351,0.0058644929490186,-0.3004806575124583,0.3500862677709645
+6947,1.230763203125,0.11283919921875,1.1445303355934884,4.896421897367154,5.245683674280321,0.8849121889392619,0.0614792704899088,-0.505137264417811,0.9423520520972166
+6948,1.27937203125,0.4480689453125,3.765132813847193,0.8114614517545278,4.546988018612941,5.207994232317634,0.675980766080801,-0.3725974545442548,3.625986506488352
+6949,0.62134890625,0.10686400390625,1.3465255901329742,4.917731746323338,5.101867816965501,0.498695926796508,-0.0625360407590991,-0.1039294856780689,-0.772720821041694
+6950,0.896151171875,0.125223466796875,0.7695803537125423,4.707151820092691,5.274733091248179,0.8437872228148738,0.1476766574222857,-0.1404715451630827,-0.8030860555381981
+6951,0.933243203125,0.125249267578125,0.1572082846332697,4.712363789276014,5.149517681506455,0.5569774370284681,1.7637756735835532,-0.579225528474993,0.8710539536632085
+6952,0.83436359375,0.5605053515625,3.4661888663590834,1.4274068075911333,5.0479224929449495,5.413383119300224,2.604724943257199,0.1874933178075742,2.964101363447592
+6953,0.77284953125,0.160220703125,4.781901878689045,-0.1953091283674507,5.217845409225685,0.0807003593092572,0.7686774380580007,5.577940003242625,-0.5606034902379856
+6954,0.941529453125,0.15363580078125,1.5723043344713543,5.226930502604878,5.5417669441478274,0.6509275512890668,-0.4099765028092108,0.0402664406739507,1.011939949535079
+6955,0.93110984375,0.126912744140625,-0.0508838613972645,4.672365445884086,5.272887355199793,0.1884598786380485,-0.0304624449125156,0.1601056058709322,-0.818809819967756
+6956,0.9764690625,0.139720078125,1.5502859949042238,5.3459796109745295,5.922566925615105,0.3871415154374329,-0.4400590185725749,0.268201029433917,-1.2006677153742902
+6957,1.07183484375,0.157668466796875,0.5356096508804762,4.444407064122839,5.405948420299409,0.4995495732156913,4.155744965867931,-1.0104251985199926,1.1393850845640283
+6958,0.757724609375,0.136733974609375,0.9906962279855668,5.232555085661788,5.501017513743333,0.7155840503356775,-0.1167712609466208,-0.6789812790211349,-0.4064951570766969
+6959,0.685027109375,0.19693724609375,0.8587511459708648,0.3936724425460711,4.426925276963552,0.8550202409666365,4.969165395640835,-1.331909751249961,0.0465740649871778
+6960,0.697638828125,0.128394384765625,-0.6625403009592057,4.925696152989459,5.869514696578097,0.195036363823037,0.1190146286626822,0.0615996999635831,1.2278058596545018
+6961,0.948012421875,0.511004375,3.020316336481474,1.7463104073856677,4.265696428260018,5.15293133644901,-0.091906139752501,1.1070178602987673,3.890992067963998
+6962,0.906980078125,0.161279267578125,6.086536071040077,1.8831208779479327,5.346338767304382,1.2888511579550048,0.6737107573243233,5.814657861699798,1.306962368008571
+6963,0.793984453125,0.09133341796875,1.5488008152713526,4.892412128402832,5.366515370671015,0.541950928609914,-0.0607652905473873,0.340665152707079,0.8403216641142981
+6964,1.3447809375,0.1142932421875,1.1803363210089843,4.973303246011251,5.1622507367026245,0.6159394667869282,-0.3319714727616439,0.7034015980102482,-0.4357381697018445
+6965,0.783287421875,0.109576455078125,4.850813345878389,2.342186874806634,5.111698474637446,0.2656397057540666,-0.0936053898210231,5.620772742566733,0.1163615743125655
+6966,0.783225625,0.15461576171875,-0.6086601006214889,5.322091306884444,5.785788160849224,1.6663868774194652,0.1018235084146929,0.6591922852163078,-0.6194142104517069
+6967,1.012717421875,0.11260396484375,0.7980914367354568,5.1150861468952575,5.487459851921518,0.4077858636454499,-0.3356982268710583,0.6370603193163424,1.2428881441306645
+6968,0.972178125,0.156953154296875,1.3358103551756586,4.674178222227668,5.533935331816257,1.3132756235863468,0.1639345930981164,0.2722041287146087,0.2989841308287264
+6969,0.71810296875,0.0801799560546875,-0.6977970552181798,3.752201048655321,4.592184850286549,0.410451044579026,0.0810277816946002,0.2863991863820461,-0.4146071157951506
+6970,0.836205,0.0944743359375,-0.2962774936853748,4.3644283350253055,5.0190985354544,0.1213772211258095,0.2926956904789957,-0.3519797174100088,-0.8086317406353412
+6971,0.82389921875,0.13540236328125,2.393335270191661,4.527586264156763,5.924409658697401,0.8212176852730715,0.4321906234412858,-0.0073705774163703,0.1106438194925412
+6972,1.125463984375,0.31199490234375,5.193509339977342,2.21403166156183,5.58704011327811,5.037371331004726,0.0207332356686977,-0.0968398204982033,5.070843134298992
+6973,0.901471796875,0.11635337890625,-0.5638951031502104,4.323757647134282,5.241211298209819,0.5014593450312903,-0.0656339474143038,-0.3906273543002184,0.6422783386328459
+6974,0.898393359375,0.137487705078125,0.4139995659616262,5.455005401798159,5.453056409612425,0.592156445931625,-0.1685949751549718,0.0732326500632289,-0.4400194877700404
+6975,0.84738875,0.113748359375,-0.3828099009851018,4.801096432908316,5.279016412309864,0.4293462928328532,0.0081062446696732,0.3647530244165004,0.0738084499233044
+6976,1.6951909375,0.18467357421875,5.519058503891553,1.9230099663727576,5.402222208648745,1.043221222830971,0.2926012289489673,6.240875078477953,1.5025283471052806
+6977,0.905475390625,0.14401259765625,1.1168307711789307,4.237249237234618,5.444479598791925,0.6491514584505994,-0.0434193336002159,0.4282658356727124,0.391808725537751
+6978,0.938576328125,0.138987353515625,1.297179304205452,4.973734136519299,5.575240078484607,1.1087628111946797,-0.0921489701358202,0.1841777684923131,0.084675293023528
+6979,0.968084140625,0.14600251953125,1.0361724562596164,3.5244832298124265,4.029273610186412,0.7430485816881578,-0.344790176735656,0.2398951741149474,-0.1813551266485594
+6980,0.976391953125,0.127436025390625,1.822208113316072,4.101688695300578,4.968247206300861,0.7107573105620312,2.7091801204951778,0.2561806016694621,0.2063102185122207
+6981,1.149386015625,0.092498818359375,0.8318166048151574,4.934295339709238,5.614186370052229,0.8466326020689044,-0.0162749810217642,0.1837919099055355,0.0891868943957411
+6982,0.938808515625,0.13442,-1.3681337523702657,5.016630061216272,5.39199436196103,0.4713271410012415,-0.1989321364199896,0.0427543299814195,0.809934046943174
+6983,0.749249453125,0.1490918359375,-0.1415692951516025,0.5835546702163384,4.598566920147641,1.0357018467577934,2.47569049742617,-0.488109946625696,0.6446567888175957
+6984,1.039340390625,0.103475244140625,-0.8428858821915173,4.856986747381802,5.573913731004272,0.5577104319392073,-0.3626469148425696,0.3677250646220179,-0.7186696175722455
+6985,1.209286015625,0.343580703125,3.567049160795194,2.051423432050318,4.726833228727378,5.142464238131525,0.8134942442027606,-0.483495367562688,2.4201412663960578
+6986,1.191261484375,0.111460166015625,1.497844331235508,4.235251236371611,5.525369949525288,0.3094811371071711,0.1263686018948573,0.4757018316696526,-0.9204552344342962
+6987,0.14523357421875,0.0561957666015625,0.4880960982858817,3.89250988291169,4.128586164519308,1.0897038541691917,0.3419625459504373,0.4436547629198608,-0.3244534879302617
+6988,0.7422684375,0.08473291015625,0.577438635157309,4.165811902961526,4.951638653799038,0.5528933815448636,-0.1558976938832436,-0.1262364226860768,0.750302104822267
+6989,1.06360765625,0.09250541015625,0.8882580714965411,4.551998289391781,5.321969625000614,0.5348431813983183,-0.2632229610882385,-0.0722125012954689,-1.197583337155515
+6990,0.899568828125,0.139382216796875,1.2632857242514144,4.680136558645254,5.186982082686006,1.047468810034646,0.0163968618549804,0.1213933688314681,-0.5338831305720056
+6991,0.936357109375,0.14529921875,-0.8155183736813019,4.451566198797309,5.396922497928174,0.648304816751308,0.1982621120865488,0.0222843873174995,-0.0073646605020593
+6992,1.089589609375,0.20521451171875,1.1473500377230232,4.281713555074675,4.9682286196065295,1.2452015218406305,3.5074631976226454,0.9352561767699066,-0.2796689742331281
+6993,0.866156015625,0.17119412109375,1.8414024522120611,5.244388762602483,5.769721915444226,0.9053171053620206,0.2373089926784442,-0.2973772845707391,-1.6646833985077534
+6994,0.921645859375,0.1183187109375,1.3609359519361393,4.847493341504319,5.591398230429369,0.5430961703721475,-0.1900626937299652,1.1517525520947716,-0.59858676671184
+6995,0.784211640625,0.163243388671875,1.2715631148871822,0.6576849400153357,4.736298882747414,0.468487741750336,3.7791686225612295,-0.5148209355477484,0.2832045717271206
+6996,0.805830859375,0.13468943359375,0.580721828639035,4.607356297367369,5.503563927961476,0.5177402824257575,0.4275023475493279,-0.2914387276904235,-0.3968878526171702
+6997,0.804692265625,0.1013298828125,1.4135810615753857,4.604416392946865,5.628230295381066,0.3477013150739325,0.2661717347002829,-0.659554757963388,-0.2035795296665178
+6998,1.0090265625,0.089590126953125,6.067593439997236,1.4862273905383816,5.067638634209548,0.8304674413049518,-0.9705669004803684,5.645656248500369,1.3707436177788357
+6999,0.817788203125,0.173012421875,-0.1140021560887295,1.2485209441105654,5.200423604843024,0.9289483127317304,4.257911980448353,0.5012094496468602,0.096653275797259
+7000,1.062299140625,0.18170306640625,0.2446043155280084,0.5450977813859772,4.588315118049464,0.3608430225987691,3.582870873557925,-0.8191058503267543,0.2097907547012957
+7001,0.9083725,0.0739725244140625,4.233169826638617,-0.7065056256331809,4.805670808487746,0.6415992520129564,0.4770457887412448,5.396613162767633,1.0778608879470744
+7002,1.235165390625,0.219134921875,4.148862657836626,0.1515869558303685,5.435436765733047,1.1961339904791153,-0.8868065050456848,-0.4636756413209076,4.769433542646447
+7003,0.7833059375,0.1805934765625,1.9447837690999252,4.499008131791311,5.54525062350903,0.0994325746176354,-0.4468248125860042,0.7841060979571441,-0.3380967498386281
+7004,0.7450896875,0.18920130859375,1.1855492741251803,4.427592742877407,5.368856450332849,1.428347837003224,0.5644622868202962,0.3933587777338961,1.332276517324959
+7005,1.114198203125,0.0739059130859375,-0.0400662397173315,3.326997962749127,5.180659923362789,0.0507878122871522,0.2277884502451812,1.6844694589873268,-0.4993489283683564
+7006,0.72583484375,0.085601865234375,4.996097118150144,0.9437509358263008,4.665791427282017,0.4362420326266806,-0.1149205454731102,5.818115438878119,-0.5994415747191713
+7007,0.3395558203125,0.18567513671875,0.0590290627013951,0.677489966393882,4.559872373514256,1.1950083044316755,3.1925127287410637,-0.2136559453276838,0.0391398238931722
+7008,0.860476328125,0.091657470703125,0.9448846478752042,5.287957019022125,5.083702550470097,0.7233106333399475,-0.0122372173664355,-0.3929303315530433,-0.1302803552448
+7009,0.79174609375,0.136957216796875,0.4334766885875729,4.722794108330799,5.4904721046138425,0.1018870427496828,-0.1925410520607311,0.5723318939351856,-1.2563782252537103
+7010,0.681630390625,0.118298310546875,-0.6953249500709979,4.854485506040145,5.444783931007441,0.5414634345723639,-0.297890799754682,-0.3740994018295739,-0.5776521079242202
+7011,0.6075833984375,0.13136068359375,4.146817982343918,1.3237547069026412,5.190370677839455,0.5817205170355692,0.0135111617535867,5.892124037868186,2.4423571919298226
+7012,0.638145859375,0.118795791015625,3.713345435718841,5.908319019623615,5.408171832615024,0.4810556095450371,0.0579575360705556,-0.471441549384142,1.7647041718786494
+7013,1.28971703125,0.5267619921875,3.328729452062929,1.437502282113239,4.728276123720365,5.217709163728102,0.1796521621584459,0.0709902975567738,4.173772812693641
+7014,1.551290625,0.28306291015625,0.7644249596179735,5.643269804379106,5.955335662286683,0.8670361036266632,-0.0484543467017827,0.2588269682018598,-0.5776493666719562
+7015,0.745390390625,0.105066103515625,0.8263935861527257,5.483605663280651,5.482334827523624,0.6739312567275355,0.3682819667528947,-0.2257944201586079,0.4365566543774211
+7016,0.9741634375,0.137430693359375,1.2840269292680406,5.378791996141687,5.532907205619353,0.6200571610060498,0.5452396682417311,-0.6523666161411733,0.464904081472928
+7017,0.97994296875,0.083523720703125,1.2249784338512155,5.147084400810382,5.403958379813643,0.4774699360113816,-0.1846253151112162,0.269801166000245,-1.624694453228799
+7018,0.84755765625,0.085483037109375,5.538454230888017,0.7568335486079749,5.09637178713159,0.6277277590027325,-0.4585132232970363,5.563403287685209,1.9007686467857448
+7019,0.94359875,0.123609189453125,0.1430588067276774,5.098606294488083,5.592699719398174,0.5707539490223814,0.4339453805755612,-0.7801142768890393,-1.7024402308043345
+7020,1.0588128125,0.2803051953125,5.203770341803301,-0.2113894128972855,5.860930257836726,4.606325458268563,0.0719214462277827,0.6308339414202421,5.140448841361281
+7021,0.85520140625,0.178115078125,1.5031061647284076,5.016646390614048,5.684220546320717,0.5187322033284535,0.4954659685073795,-0.0251846632317222,-1.281307944157546
+7022,1.106286171875,0.15717458984375,-1.1938909993104367,5.044720506341386,5.389874692754265,0.6475671882609094,-0.1660199755787013,-0.2971385822600482,0.7062174243666169
+7023,1.30525546875,0.100448330078125,0.1007684085966553,4.614808120179945,5.328208598470882,0.8964446131144115,0.1567037967360893,0.328083931222424,0.0164968171268114
+7024,1.0434753125,0.119593330078125,0.384281514157453,4.769165936915035,5.340452530402387,0.2669257160696209,0.1773256361339286,-0.0215125676393351,-0.739151281537856
+7025,1.283313984375,0.130765380859375,1.593591835932331,5.288589609091153,5.270539967189188,0.8824610547817622,-0.1728067277900183,0.2894136733592919,0.0442071303389751
+7026,1.094455234375,0.4203977734375,5.359692267022719,1.809643863394521,5.382713878795465,5.606317095911128,-0.5095201737257501,1.2511322991126783,3.878920097354357
+7027,1.43188421875,0.385931875,4.661121305623159,1.365838262159511,5.223696962742245,5.359203306875959,-0.3009514700297909,-0.0031484394535327,4.404754317644022
+7028,0.6450685546875,0.19768130859375,-0.4616854070807754,-0.4265070978845977,4.3082829945116,-0.0800372269403355,2.892470835447366,0.5321517677557304,0.151601186331142
+7029,0.964820546875,0.122141943359375,4.570080589137679,4.7432325000949564,5.543593781137914,0.5324386316230958,-0.2821750049752319,-0.3354202843136566,0.8079378571596701
+7030,0.8022840625,0.13061296875,0.9943108245224755,4.644186898428735,5.270543323789197,0.5289435950590018,-0.0954856183354943,0.9849021100322696,0.2911043461178515
+7031,0.960845546875,0.091000361328125,0.2524340933060889,5.508979211243641,5.423830835841306,0.1606146906216189,-0.2492556457430977,0.8165659624772579,-1.194906676429495
+7032,0.979772265625,0.108548486328125,0.401580523013696,5.834101082378019,5.571242304836433,0.4182680953279371,-0.0477637669489295,0.2121999220104804,0.586076730366152
+7033,0.799983125,0.16593244140625,1.04491446922025,4.945551515748199,5.2102924779718105,0.7622288228189709,0.5658550928570371,-0.1038458980242445,-0.7939857549875706
+7034,0.99917375,0.1337070703125,1.2027126681901774,4.498562344906574,5.73012263004274,0.0605538201727378,-0.05804347018801,1.556603905219753,1.0876273952425697
+7035,0.755059375,0.117264345703125,4.610192839413559,2.29065843846583,5.070441251006604,0.3086260969666164,-0.4470775567626551,5.924713421691736,-1.767408834818459
+7036,0.927887578125,0.132611884765625,1.0252501549673,4.444171897560143,5.581807010135391,0.512545676140769,-0.3256567880660004,0.1983655264371696,-0.816706610297901
+7037,0.78271640625,0.15586576171875,1.1857604312356695,4.062552441304146,5.032266790478274,0.717857601516335,-0.4786521691333327,0.0855308209716533,-0.38297700784399
+7038,0.919030859375,0.160062265625,4.200970268223814,0.9831250498421232,5.467950663266482,0.2455274360829445,0.7501497416169767,6.168369312734214,-0.0930846373391105
+7039,0.937594765625,0.123792822265625,-1.1605776930852687,4.724630588335239,5.3806133079826575,0.4242520286699784,-0.0416231871148486,0.3877062288879547,-0.7284667318449753
+7040,1.056231875,0.120852939453125,-0.028576587039069,5.2469007171158495,5.518721307436994,0.3161733151183247,-0.3079507143829,0.171951592396757,0.2780146989368363
+7041,0.826471875,0.0773738916015625,4.71584384361575,0.9845629460312336,4.698393130747955,0.061141709530232,-0.2758654252241481,5.434844360102855,-0.1438490443184966
+7042,0.77614859375,0.096783525390625,5.466445423660888,1.2041164078090714,4.777391486449364,0.5850260177451043,-0.1833922943751943,5.8198619682999215,2.071966738841692
+7043,2.13484375,0.22414431640625,2.8770387231547345,5.456242776863275,5.841225107914664,1.2567064539514816,0.3110020004372951,-0.5636908018372572,-0.9845923835934148
+7044,1.399661875,0.54811171875,3.360631179265427,-0.3869274588874924,4.743341664618151,5.203577991081119,0.5031096607362721,-0.0257110725998485,2.967281937256293
+7045,1.015926640625,0.117615390625,1.657089314266566,4.576739855917265,5.546099687033722,0.5110369506715744,0.0924602728764428,-0.6908320401427206,-0.3256145983186451
+7046,0.5385423828125,0.19477857421875,-0.191307624810954,-0.4544357651891275,4.757759517779966,0.2676804827151162,4.3120563580430495,-0.4291210772413114,1.7579480351555157
+7047,0.932398671875,0.18158125,-0.3012782624459544,0.4963504873126099,4.046121937600574,0.358050172358237,3.660723117024098,0.0718718657966533,0.1233200324467718
+7048,0.816044296875,0.09320392578125,-0.1238077212845831,4.985629009180431,5.178660566208131,0.1365281162790411,-0.1806696479352499,-0.2550213455025643,-1.50258394421492
+7049,0.765937578125,0.14062501953125,-0.2522236955913012,4.525457377083663,4.834278999717374,0.5514623161326839,3.0534890646135966,0.7658101188552542,0.3116870210349948
+7050,0.839135546875,0.0766165625,0.468343164092443,4.390837481357647,5.034607246878176,0.6687744359464224,-0.4810825842576073,-0.1837448433680087,-0.476557491577376
+7051,1.3204915625,0.3961891015625,2.93167612837148,1.268977698214709,5.020720212913128,5.190051043958891,1.2670769902052856,0.3340777555907045,3.454926708751229
+7052,1.256743984375,0.1323118359375,0.2765498841497736,-0.8686534610326142,4.410116845209229,0.8559585576600525,1.9952055213413864,-0.2751050132826516,0.5785718323275888
+7053,0.768133359375,0.10264890625,4.812087597586572,0.849477605486064,4.755383560608442,0.3279382376719132,-0.1015191245221139,5.218344927058856,0.4067410532577661
+7054,0.933537421875,0.12786390625,0.8992519676324693,4.690211301228796,5.555145963244945,0.4839752133455552,0.2895593270084644,0.1747258124423449,0.7361451974020131
+7055,1.03408578125,0.129462568359375,0.199671575672101,5.027775073224176,5.75145749715608,0.5852853587527563,-0.6224467052567738,0.5091419203297327,-0.336218745371218
+7056,0.8662959375,0.13678138671875,0.7131318299055955,5.377767269859752,5.652315677718486,0.7015755291975033,-0.137541657487467,0.4390452737692795,-0.4508641076951808
+7057,0.7721359375,0.146641630859375,0.2791419974443971,0.3887227055935167,4.2733216876541205,0.8630683780688906,3.1782244039793444,-0.61984481763338,0.3730354380400703
+7058,0.865355390625,0.149801162109375,1.3368399367556107,4.243011289340143,5.633008523738408,0.5964908273876046,0.3715863542367564,-0.1970020731923648,-0.3534593486329698
+7059,0.8889346875,0.130045263671875,0.3911818039842687,4.0153465268684725,4.8514254821684935,0.6043661544564036,0.4988698810962793,-0.003974310818274,-0.7511314495404515
+7060,0.8985896875,0.074450205078125,-0.8067756232322996,6.742949480850955,5.169069467071539,0.0036203246545196,-0.2452312686340551,-0.2102490048573729,1.133144637513716
+7061,1.40489375,0.24091927734375,4.705750048252746,-1.66456988396821,5.602188116143503,3.3015454576824435,-0.6976959795223409,-0.9464075553055936,5.16623644876019
+7062,0.915960625,0.14532921875,3.9493445086672927,4.793160340735293,5.5133872388833325,0.6387136610461226,-0.2408038760270828,-0.4368512591704927,1.0040501307331358
+7063,0.744651171875,0.103347421875,0.8042880212032315,5.455585220957731,5.113365540542196,1.0086994923579875,0.2490719062243951,0.2286715390044521,-0.6349642617045667
+7064,1.3530178125,0.128479599609375,1.8625608631828128,5.335568004770788,5.517244347959696,0.919172809197261,0.0927189372680972,0.0147105645899201,-0.1668744616749872
+7065,0.970121796875,0.159106904296875,-1.2363587738659174,4.555509102264212,5.469920822520996,0.8309134842679503,-0.1766507936735927,0.14842346435813,-1.5890796571972177
+7066,0.883308828125,0.065154052734375,0.4807890546088142,4.437605843007216,4.627851603404238,0.8878715507939043,0.0983767115136102,0.0507811441009901,0.0290692783196805
+7067,1.088081875,0.109046572265625,-0.6147728110939301,5.339267259444322,5.443575782752935,0.3676865275454274,-0.061156882575836,0.277856707764731,0.223995469667377
+7068,1.140406015625,0.139196787109375,-0.1956047899544153,4.73772910589137,5.641287585707697,0.459146385784287,-0.354769264412528,-0.2144876146990151,0.7774277590765823
+7069,0.9703759375,0.117077099609375,1.4567363882754532,4.37637320295666,5.497501551887895,0.5672980273380238,-0.1104057124290644,0.4830730972007507,0.518553349193816
+7070,0.7476753125,0.20751357421875,-0.627548193478382,4.505332616409476,5.118530753984816,0.9599450686708942,3.919281351218319,0.4215613652300939,0.7640565925850075
+7071,1.176443671875,0.162266435546875,-1.316503839321588,5.187659088208127,5.414971060134214,1.3602549033131517,-0.0199041802598473,0.9758221128174585,1.147964591130936
+7072,0.706468125,0.144083408203125,0.0502530427643526,4.514170360682074,4.808665366917492,0.2431586891627194,3.303899531832055,-0.1301465010333192,-1.1638495818199668
+7073,0.71377109375,0.159785615234375,1.2239933489359032,0.1049975753631296,4.697164167964896,0.8019964403676392,3.6424477394481953,1.5047836522188562,-0.6779860770020725
+7074,1.262890703125,0.6120598828125,2.6463667893884093,-1.1631617782235617,4.326120348340111,5.092583612374867,0.262629169907799,0.0214797317225813,4.25853998476775
+7075,0.828949453125,0.07168314453125,5.221546568059509,0.3027128853884261,4.74998124137386,0.7977643323236534,-0.0255116305914526,5.708492662778636,0.8471853840396788
+7076,0.831548984375,0.093567587890625,1.0443657870382317,4.390149959242995,5.309827030279908,0.7856634166504206,-0.0736072969117974,-0.4192564211926204,-0.356234139410635
+7077,0.71418171875,0.124127080078125,-0.1801980235988162,4.3236763817185295,5.092655901149669,0.8214076711921092,-0.1493374998153649,0.4783027124029889,0.477413980332781
+7078,0.7975571875,0.070157685546875,-0.8299915069850832,4.165041994824451,5.055768071069122,0.7383346327035535,0.0825078417610731,-0.1255717550256433,-0.0963435314874903
+7079,0.88608875,0.14087466796875,0.9169601308490756,4.970624740178059,5.612660377017313,0.778682871092311,-0.2091347345046126,0.9468539806009544,0.1054294508347289
+7080,0.696714921875,0.1877016796875,-0.0353584436908082,0.1280210395019679,4.662498644853523,0.3412583582980218,3.750741366225054,0.0861994322578722,-0.1557424438695079
+7081,0.857039453125,0.313669609375,5.219699367760227,0.6625706987120795,4.895672128900998,4.7293998098369165,0.8215623293867433,0.1774868316269677,4.200588083405811
+7082,0.860922890625,0.139100771484375,-0.2419028700531438,5.420696481297341,5.749140026804359,0.970864973424104,0.0699129871143371,0.2513270459334613,0.1456089186242626
+7083,0.71636546875,0.073150390625,-0.6820289360507376,4.849439787417877,5.313425586068665,0.5895939189816337,-0.006212165184751,-0.163947043791524,-0.24401166177042
+7084,0.907320234375,0.197214765625,1.1105767787428795,3.970530356355664,5.096458807680642,0.398092089947773,0.2722129348163919,0.0477117881033951,-0.4934177394716819
+7085,0.999618203125,0.21460634765625,1.0927464296985152,4.677180872847185,5.568670389542153,0.8702299183550002,-0.1604886140584714,0.5071311930299756,1.4446074386997054
+7086,0.80616234375,0.13653833984375,0.0110877619870011,0.4114960975139301,4.540368811413906,0.4342965684919287,3.200287615618349,0.3434564109017273,1.1522543761087296
+7087,0.98432390625,0.09167607421875,1.5051515164819549,4.865639321025747,5.152656633181797,0.0674809588537605,-0.0926083733615258,0.057129537372672,-0.1855509924514176
+7088,0.778221484375,0.133255205078125,0.5876621144981622,4.319518669040893,5.206490916622224,1.38022205636353,0.0034158564261145,0.4246504675937024,-1.0768629827307403
+7089,0.985449609375,0.13646513671875,0.7421909496788885,4.236582656213601,5.305213626614597,0.5578986575594449,0.1754691052816983,-0.5661376912499207,-1.1680608336538971
+7090,0.5630247265625,0.1210545703125,0.8505856826415892,4.357164154331077,5.197278222430975,1.166424849848357,-0.2788998491089326,0.2024515301467412,0.2166107210693575
+7091,0.934274609375,0.121963720703125,-0.9843155050986456,5.103171447472763,5.520583420715577,1.0664769704378767,-0.49639210729384,-0.2766182391277015,1.1516402078024963
+7092,0.84144328125,0.106085078125,0.9431752183994672,5.101305503803957,3.9640819534622582,0.5738205495374534,0.277127974834492,-0.5232257409574935,1.3768690708186688
+7093,0.85265265625,0.10275091796875,5.448409954462423,2.3544835156118435,5.116787242768186,0.4155273863976259,-0.8516151353567798,4.802638164710365,1.2061947480349882
+7094,0.693640234375,0.156390849609375,1.5238671990167512,-0.7217189144830334,5.237790642793748,0.7731134289519026,3.57990487101898,-0.0508012720704683,-0.3429598034689705
+7095,1.055234609375,0.105320546875,1.8680288211918532,4.719307219050031,5.670490673225589,0.6697360283936203,0.0235906625191961,-0.4403644408581164,1.078581993921801
+7096,0.816662578125,0.195817578125,0.8406962633896451,-0.384284353294714,5.103803393121901,0.7344083748242258,3.887845400513259,0.4944881599765262,-0.0332829568192984
+7097,0.842079609375,0.154219091796875,-0.2549022730513619,4.961842812268481,5.834997417332799,0.007953745640597,-0.6031380034608853,0.0782025194021212,-0.969576787845149
+7098,0.93246359375,0.13895794921875,0.3844954948820398,4.322664423516449,5.208986867043882,0.540076957049465,0.1969990705769407,0.6814764787920834,-0.0117347136465494
+7099,1.46197109375,0.2339973046875,5.206971416377626,1.871575835957372,5.139095227888254,4.1609228902993305,-0.516249121196587,0.518655272497346,4.504187348520314
+7100,0.9855965625,0.14065443359375,1.6262234581952535,4.25260530321585,5.031507707095847,0.547671923959178,-0.0580033168113042,0.0431689664057254,-0.3729985159345429
+7101,0.975305390625,0.12215875,1.246511148242597,4.352776355221468,5.364365060951397,0.9095036704843124,0.0190488576038462,0.1529083226327921,-0.8327984358081542
+7102,0.780363671875,0.162995546875,-1.209385342510645,5.43044930170873,5.155871112165141,1.0977846719316946,-0.5724870750889027,0.1757461110244272,1.1093024365553128
+7103,0.854993203125,0.4901222265625,5.088661790549907,-0.6033883198670018,5.119578394963386,5.223196025904859,0.1212089337110033,0.2876196734865283,3.627758082742859
+7104,0.884276484375,0.0668079296875,-0.2942400892725584,5.353334971182544,5.167414160067532,0.0086443792296067,-0.0753275388972776,-0.065355430382607,-1.1712070065271272
+7105,1.018186015625,0.116292177734375,0.6321917184572402,4.353631759797171,5.2921740965158985,1.0086513571063225,-0.1238892098202041,0.0075630278166357,0.9637470450157388
+7106,0.795481875,0.133488037109375,1.4978470177981356,5.099644268400068,5.36914719846967,0.4033444370051183,0.021571652442766,0.2146216015020274,-1.3270739235449425
+7107,0.949366328125,0.2039885546875,-1.2660100291515328,4.388879060682864,5.305525561230287,0.883960201098992,0.3396400353108059,0.1698123461525739,0.8504371178325205
+7108,0.750519296875,0.14548224609375,0.6153795637181045,4.08164125836953,5.747024524813104,0.6084056886902776,0.1517178750164514,-0.0034180248583774,-0.1767621565401509
+7109,0.94883546875,0.080010126953125,1.1161210137087678,4.860235765534202,5.375009722665808,0.7391622235998675,0.1999575435902898,0.7489188416652953,-0.3222037258989875
+7110,1.03448546875,0.065800361328125,0.4680394636681121,5.254200545485223,5.572944203452912,1.7525442304363854,0.0113548556588381,0.0675531025908549,-0.8586435779171292
+7111,1.103562734375,0.1102677734375,1.2552991072755373,4.870888931715334,5.550773028098845,1.3983681425349357,0.1612434525488562,0.0444184819905097,-0.911013996215587
+7112,1.0079115625,0.27707455078125,3.3755368818860467,0.5620899890460889,5.090850171675216,3.4329730802962035,0.1037802702933401,0.1493230894092035,4.198428163403261
+7113,0.9521121875,0.08185603515625,5.326371708787415,1.9306142651134603,5.075012195381437,0.6499441450389093,0.018479291410904,5.821960727828162,0.4157770902078196
+7114,0.9939390625,0.121913310546875,4.483780615460232,1.5216083483925935,5.046903325873383,0.7428159740822862,-0.4942942693215225,5.806576335419142,2.050536066198504
+7115,0.89246078125,0.20188482421875,0.0866890990648331,0.2807614405514517,4.582199360355068,0.3619708417332046,3.4737097124149945,1.0902032033935265,-1.2117281467156602
+7116,0.9117184375,0.145520634765625,0.8184350215897633,-0.2945191401463718,4.621260136012379,0.0997982132580189,3.7314976322796594,0.6633356293312395,1.004897302326489
+7117,0.894972109375,0.136844990234375,1.491476372092645,4.5279338294960665,5.79709609620364,0.5641583892824236,-0.1207881767536173,-0.5512443713905547,1.0687309004136458
+7118,1.13227265625,0.1394734375,1.3873586125606772,4.98218393069941,5.480871679669137,0.4719186668730194,-0.1606586333878149,-0.2682745366556655,-1.2314410757706271
+7119,1.087906796875,0.111740419921875,0.6778280500392202,4.550004372909085,5.5876622860065,0.1099498471018653,0.0856396980095502,-0.1240240124701817,0.6064637513681527
+7120,0.9918259375,0.611309921875,2.827169754867243,1.617112298136104,4.886342456880213,5.117016148511134,-0.8808175425754183,0.8844628810049622,3.5194368771054654
+7121,0.98833984375,0.120194619140625,1.2903452176696453,5.140895557778566,5.497209047334897,0.9295110616338488,0.1476211400776555,0.0253586608448027,1.07787995281295
+7122,0.823473359375,0.137340673828125,0.444121566353028,4.110930448685381,5.235333929087996,0.1498712746287096,-0.4356184241877568,0.4032151971098321,-0.4849674456593207
+7123,1.0986,0.120911748046875,3.513588765507268,4.1533772237561815,5.5069509395279095,0.853885034103893,-0.0440787830734921,0.3837351832076926,-1.5056446351560338
+7124,1.18951921875,0.142320908203125,0.4773930409597211,4.227616500659302,5.722157781030972,1.8916065261255068,0.3688461329621907,0.0094517936308898,0.0765407568021528
+7125,1.227118515625,0.696338203125,3.347100896111339,1.778334181909265,4.772200325826198,5.2643204404534885,2.031978818893686,0.914471135812032,3.608692025887857
+7126,1.2695075,0.12009201171875,-0.5830759864537668,4.488049012338103,5.535659431847244,0.1923232444406829,3.3465516965059168,-0.1346729845399246,-0.1525020823720172
+7127,0.985593359375,0.1235905859375,0.5920852259663087,4.499439005401134,5.018380955193682,0.7121792093766791,3.0581451368776382,-0.3297160787593131,-0.2353619986327285
+7128,1.02992984375,0.1889252734375,-0.2320451830736829,0.8914495611723987,4.422432001349899,0.4278470938305269,2.758111391125666,0.2717126093747978,0.3144415733736068
+7129,1.259594296875,0.5146534375,4.16881790635361,1.0388860347592836,4.7667543237978975,5.536941112258228,0.1144107961621222,0.1781370872705331,4.204553934873203
+7130,1.85050703125,0.22091087890625,5.346228134170252,2.627852094566693,5.905250972928667,1.0500576778593202,-0.5128043058538427,6.219557536235004,2.006933960532736
+7131,1.09344546875,0.100986025390625,1.719085444857739,4.899321590836338,5.395885227027167,0.0511144307799594,-0.0507966868086756,0.1469813054059165,0.0650068625431508
+7132,0.80737265625,0.145473837890625,-1.2487388136129574,5.84216628676638,5.28584487476122,1.4059148640884849,-0.2793430788662643,0.9747444898318662,1.3770415953695625
+7133,1.148423515625,0.13243486328125,-0.1075773263521179,4.460438320410838,5.372065732488252,0.9445567165310284,0.317774835653035,0.4323417989452882,0.7304311057431538
+7134,0.771368515625,0.1445430859375,-0.2789442080739613,4.310608813926344,5.43674689225363,0.3734455972901559,0.1138972922644014,0.9888405809457522,-0.1269204827058157
+7135,1.001003828125,0.1287232421875,0.0012655852287539,4.216088070849585,4.9866013998552265,0.3208787363465545,-0.0632608649123777,3.27033340428297e-05,0.6277948370157096
+7136,1.03712625,0.139558046875,2.310214399566736,4.326405311371151,5.271932626288419,1.411647199411216,0.0014135063364595,0.1068569456896581,-0.7838017842735215
+7137,0.9216803125,0.110371591796875,0.9229124323390788,5.320263708318908,5.490611651572539,0.4402316854613244,-0.0401479316132209,-0.3385871580571535,1.374349456275333
+7138,0.91875109375,0.15336634765625,-0.5877260378435898,0.9011442075969182,4.842524759318532,0.2003783950683904,2.740250035379453,0.6844094785458087,-0.3391654869320505
+7139,0.771191015625,0.16056875,-0.5493587595076203,4.238040538831438,5.562561667260512,0.3820218902387571,-0.0451145794090867,0.4706591472963277,-0.2895175671863725
+7140,1.7323725,0.4681891796875,5.162586672983936,4.509117070244014,5.993882149486929,1.6274831915892625,1.5658944714641303,6.695595602562514,2.3090840656450133
+7141,0.91391875,0.107170048828125,4.745216380645589,1.4094418468663783,4.8979647649251286,0.3286190611793713,0.0375631032950852,5.877615207265141,1.8036898790939544
+7142,0.713719921875,0.089444296875,4.1916927916710085,2.013754259233724,4.347880797593851,0.5166727685229466,-0.3247393265966815,5.130988908731905,1.8870851100398405
+7143,0.73809109375,0.151341611328125,0.5343327222170439,4.541098825742532,5.52800857031379,1.8104786987497845,-0.0863562982074025,0.0707212527778509,1.055980050334535
+7144,0.934027578125,0.1325980859375,1.2308597154448755,4.278298162539742,5.407948574031008,0.621086680787558,0.1387789981893155,-0.2467702397386754,-0.7189734737284376
+7145,0.897154765625,0.10098482421875,3.329029639416801,0.8427508082306658,5.229173749222461,0.0631744201857249,-1.059124351712298,4.490939143360463,1.3998746642727211
+7146,1.071623515625,0.4492671484375,3.6422017138575984,0.2373676130620516,4.731132981319162,5.1327144526027855,0.3691606477707665,-0.6628052120661005,3.7694346783107537
+7147,1.091493203125,0.1031571875,0.1566041186287884,5.367674178249151,5.355993079263442,0.803400468955779,0.2244418190011713,0.5045380815691857,0.2517696908548969
+7148,0.74489390625,0.20303,1.869028424563388,4.384823925648001,5.277825267722418,0.8229024710118529,-0.3307361293549627,-0.2241613551067206,-0.7884274920786635
+7149,0.84845515625,0.117007490234375,4.762434008399705,-0.9603574691972444,4.8525564288223455,0.4829639427412615,0.6358482341762901,5.865166032715726,2.5562825427203646
+7150,0.987113359375,0.112053671875,0.0571555670170799,5.239825506736847,5.593696446862817,1.0901741656104182,-0.0063468890606719,0.6298909252972176,0.5945563797887499
+7151,0.865763359375,0.0759114501953125,0.9354549315700618,4.692836798641597,5.532723577491139,0.6877302712723432,0.1103190615678964,-0.3902651160474456,-0.2071940405577065
+7152,0.717567421875,0.13248587890625,1.5815207834401828,4.389525209483262,5.32931898350295,0.7651315131863953,-0.1220999220543013,0.472183132127703,0.2368751151593401
+7153,1.42525375,0.698121953125,2.895455522756099,1.5554006080526994,4.492753196724419,5.064827406881539,0.8330602677201564,0.5701321347697584,3.662989096517807
+7154,0.950658203125,0.0969221484375,0.8825580167166661,5.691594536759392,5.402609216401438,0.5727657423135357,0.4157029421354174,-0.7419520956538024,-0.5990917427704469
+7155,0.983608828125,0.094557158203125,-0.2597428557462675,4.179524219710811,5.560538636699812,0.2027497889419315,-0.2503368154327694,0.8325753314973907,-0.9352457087922258
+7156,0.945573515625,0.119157646484375,4.791242028086265,1.2989498899850629,4.776153627114602,0.4778363589928133,0.0136066057345141,5.532529678571454,-1.124424571395467
+7157,0.662936953125,0.080405595703125,-0.5530833186296753,5.243275770719051,5.25010954995379,0.9341401380086928,-0.1530432590773845,0.3005497708609019,-1.254393665652001
+7158,0.805079921875,0.087336748046875,4.84438286238619,2.137670281479448,4.970381778633242,0.4989968527720444,0.177165201708327,5.130909519429177,1.605145911248719
+7159,0.923991796875,0.090136220703125,-0.3290634098245563,5.761394378767299,5.447969563384282,0.4051568986684135,-0.2065905183076047,-0.0235379531427431,-0.5412000732987465
+7160,0.67175765625,0.20288005859375,1.9578139326391544,5.42321616825763,5.603728842413332,0.9988935774917396,-0.1696761434293821,0.5486211968236191,-1.434327720186465
+7161,0.706710546875,0.19301912109375,0.4611244986320499,-0.1107138503341408,4.582766910574154,1.0980034707596216,3.558067723645697,0.6900359680204905,0.4605023151753644
+7162,1.062947265625,0.1135287109375,0.0387239581346667,5.314278130337445,5.496961888161845,0.2602419455876445,-0.1334501818926473,-0.0957302466943161,-0.2347457245035785
+7163,1.030050234375,0.13763052734375,1.0997927792570108,4.91421288087371,5.054167500336255,0.4042920122197536,0.06573794384162,-0.4820721134892938,0.2442726767437459
+7164,0.756411796875,0.125251669921875,1.1935383475946488,4.697128385495811,5.1618249743541655,0.7367136325532445,0.3001131793523969,-0.2824836216487216,-0.9696213618548336
+7165,0.710681953125,0.0797220849609375,5.242675760347497,2.290558378250385,4.667607068642585,0.9025310080621284,-0.284366734808559,5.701494629811371,0.8550232775616115
+7166,1.096263515625,0.1182575,1.793482685636359,4.4493747578119525,5.640103770337867,0.0791797942609717,-0.0846971673448,0.2505892115809666,0.7090149876282277
+7167,0.953013515625,0.088707978515625,4.728766199778922,-1.2745332271437635,4.604380255622109,0.3471407541924483,0.2947329126879968,5.342852419430158,0.938885181945428
+7168,0.8735359375,0.13524033203125,0.6273409054116761,5.33624662946584,5.335682200870638,0.647808848718788,0.1903491269441014,-0.2055319879421495,0.8084694460156816
+7169,1.38563015625,0.4142083203125,5.542556443713948,2.5322210725217373,5.868806100190016,1.4863712849229889,0.3646781351970415,6.635806522997791,1.0542032236061365
+7170,1.12747140625,0.115260595703125,2.023794267386904,5.222491742443711,5.467163224952893,0.1807166924528281,-0.2319237667842302,-0.3885294140630165,-0.2057590453021846
+7171,0.711750234375,0.15209654296875,0.637876787448671,-0.2500190815827482,4.674086371840355,0.5375450949601774,3.1859747917031864,0.1585863653010605,0.339054988740376
+7172,0.7478584375,0.101705546875,0.1347735535923643,4.384623727124303,5.006076675345136,0.6285686891466992,-0.1790071581093181,0.641914101205844,-0.6121902158405131
+7173,1.214931640625,0.448253984375,3.71769663772087,0.7858276437132405,4.982988539584525,5.057761154898396,1.661984693816699,0.4812198715080537,3.2861840783881773
+7174,0.789389140625,0.090039599609375,4.85989050761304,-1.4311522803362855,4.492164546522509,0.596659458738139,-0.2736047996273325,5.199859812550636,0.2474915101002148
+7175,0.8276915625,0.130558359375,0.9101468831945836,0.974133784178321,4.59484360065821,1.6683771839192083,2.872233458313335,-0.1917424838981222,0.1093474508591014
+7176,0.928296953125,0.136195087890625,1.1710451445911307,4.405238369123572,5.389916073557944,0.8605609914104785,-0.010412511676638,-0.1950459851381164,-1.1419728270961635
+7177,0.994696015625,0.17873078125,0.9851842668117524,4.530912693700484,5.486345870374246,0.3544891232990045,-0.4662214819488409,-0.1095345096154747,0.1287427495060023
+7178,0.869856953125,0.0789899609375,-0.1593568972633172,4.527231959299128,4.9440060329927125,0.1221919528028689,0.0418450659179355,-0.312023393373231,1.4328470235735824
+7179,1.6188734375,0.148545751953125,-0.087941448865747,4.819794706157639,5.408098101044063,0.3752724718155407,0.1120162322045475,0.1919000379322835,0.4540603304597267
+7180,0.9886415625,0.10778275390625,4.262597673832535,0.9802596024720672,5.042028893303977,0.1808051765790862,-0.2161524356473875,5.535832160537618,0.9310193824897154
+7181,0.90859328125,0.143316484375,0.2633219865725688,4.925850893782187,5.080949001447288,0.2278349774871787,-0.1132387138507134,-0.3503896669306436,0.4275222337795604
+7182,0.78656875,0.15891546875,1.4568136595335597,4.7317299919643965,5.268713133878974,0.2380049784263132,0.3485184157028629,0.1100581590145116,-1.074372063093522
+7183,0.868674140625,0.601884296875,3.552100874090101,1.0132342884674808,4.5074095143080095,5.251332891021107,1.3256516891329522,0.6637920320430811,3.4498314143014976
+7184,0.71735015625,0.13132587890625,0.2940704856587125,0.720303876560238,4.940611206099212,0.969566876210754,2.6562399982560976,-0.0164772369657414,-0.2198094830537733
+7185,0.886104609375,0.2964475,4.570388979724684,1.973786899848624,4.443544750420878,2.095185363750033,3.4783029287080645,0.8338350681870789,3.3598115930781964
+7186,0.993678359375,0.072851533203125,-0.2393163015917674,4.94213371573526,5.327917205351259,0.9070781933902,0.1956692963254074,0.6053638682786446,-0.582799819309555
+7187,0.6224449609375,0.108810126953125,1.3196828128646183,5.524166869360922,5.245545674094839,0.798706299380529,-0.1052543286399351,-0.5491059134022912,1.138370873494213
+7188,0.86410125,0.2696,4.370076152886082,-1.1697606923504933,5.274006005714403,3.712227457806183,-0.3406296520568136,-0.7994713393999052,4.526574676653565
+7189,0.8806203125,0.086529619140625,3.578992623449972,1.5660789782836595,4.666089216791353,0.1896331424177083,0.4342933245190015,5.504756080302843,0.2068836085610376
+7190,1.13968765625,0.14472791015625,1.564477721473935,4.573217954424256,5.334711576694863,0.2993071027133308,-0.1465901882188606,0.0982580853028766,0.9503219340826018
+7191,1.006346796875,0.04106244140625,0.8784902981128522,3.8294458315435698,4.415675600535877,0.6642849034435794,-0.0631784934347474,-0.5566960421929604,-1.0420565088229536
+7192,1.2259359375,0.14260896484375,1.3344681653075925,5.029517371516008,5.420279662044611,0.7279734770375172,-0.0898298856906518,0.9117951038728878,-1.1840632948377858
+7193,0.79437359375,0.095669140625,4.801694370269867,6.728312404653342,5.008815975613044,0.6887741831753033,-0.3271143476537443,5.638641571549676,2.398331026902684
+7194,0.7756278125,0.128400986328125,0.2512534388933739,4.904301909212004,5.522829798674341,0.5021176001923151,-0.0524246745451986,0.7804471406145157,-1.5016954798532776
+7195,1.72449328125,0.2493995703125,4.2507276050534655,2.3362612704253944,4.535648096076575,2.976352356771747,-0.2528144161483959,-0.6022393532474237,3.124389188107917
+7196,1.164689609375,0.08828490234375,0.5558283910363694,4.652637552548884,5.287951017936241,0.0856644975226207,-0.4719059000777859,0.2619551409208093,-1.2790732036000412
+7197,1.073950625,0.4273778125,3.438400759806258,0.8744590556708748,4.869085627947762,4.978329407730768,0.2791949907465912,0.123638352251839,3.4826780896604808
+7198,1.20184859375,0.123487373046875,-0.2447794886857302,4.483384991848705,5.261500241885887,0.7974043218099929,-0.2974160101424781,-0.2960647582392683,0.9431534223527084
+7199,0.775816875,0.097333818359375,0.028047879129793,3.958282971145366,5.410806274918978,0.4098645467428459,-0.0748984894176187,-0.1955143789314234,-1.07816037700548
+7200,0.726161796875,0.14087466796875,0.2411926113245658,4.610140001654144,5.418309352677106,0.458865931438867,-0.0125070157170324,0.040077095473205,-1.091904838873111
+7201,0.816578984375,0.145982119140625,-0.1926511115269706,4.099495047111911,5.138130262618553,0.4765177667836284,-0.1526122670447383,0.5423917722427539,-0.5886200289152178
+7202,0.724409609375,0.133725078125,1.889658835943759,4.774146000019599,5.5510399423478125,1.388264910170955,0.4263936673145315,0.4077984133924836,1.5467921438935153
+7203,1.03181515625,0.138049404296875,1.2301614160213914,4.509372348614032,5.3670041010260245,0.1124963580228501,-0.1046245446524775,-0.5400106133107766,-0.3790606931588858
+7204,0.935362890625,0.130403525390625,4.554240799392976,1.6513966176780257,4.917587072931792,1.0411381909180302,0.6377673555528109,6.002525718289596,1.7138636522695314
+7205,0.73092171875,0.139757890625,-0.5303732244782072,4.7690334796075735,5.642992038186814,1.2391555479767598,-0.2248245095111349,-0.5005060949205167,-1.450012923289205
+7206,1.23659265625,0.137558515625,0.7088228890322176,4.988114194006108,5.56676924788694,0.7757148806816208,-0.3269636140304954,-0.0530945091177235,-1.0650343825870443
+7207,0.82025296875,0.1064079296875,0.7829665655512297,5.062895915715523,5.108249440035378,0.5080055586079241,0.1751559748474582,-0.2850034280073729,-1.0132193539667786
+7208,0.867798671875,0.13554458984375,4.649944798385691,0.6029393813875152,5.141056149027288,1.2479436437600326,0.4903655975055233,6.058609589830367,1.4090633425962968
+7209,0.8643921875,0.1354449609375,1.7819346098681283,5.378796884367129,5.769953964591851,0.1223590647056098,0.1648913791841952,-0.4458741027158712,-0.1290137125388682
+7210,0.76808734375,0.173148046875,1.6929487430465286,4.841938316405552,5.709879745236269,0.4397951855902383,0.0021759611163258,0.0299348614101074,-0.9104647463857708
+7211,0.982015546875,0.0802237646484375,-0.9125595809506684,5.085485665667266,5.117725494635611,0.6564412871169494,-0.1785280437049209,0.0352879526920646,-0.0836303472115007
+7212,0.83203640625,0.133704072265625,0.6538960268601814,4.268579607214314,5.246750491149341,0.6162724121352979,-0.1307534523762624,-0.0791280604307256,0.2587958070719364
+7213,0.639753984375,0.121269404296875,1.7769978598868983,5.852261698446346,5.76901238879034,0.7919914812349818,-0.2026799382952067,0.1438371829541946,1.0012816546510594
+7214,0.6339095703125,0.1310750390625,3.678467119809578,-0.0697278660015391,5.29889132637685,1.1831959665110865,-0.2478736898335086,5.312712331205907,2.0165093521674846
+7215,0.879990078125,0.0810429052734375,-0.1348517823835611,4.625293932641558,5.106695344235532,0.6578805128781556,0.1093454885523104,-0.4346326582498055,1.0680380098266142
+7216,0.914676171875,0.1349780859375,-0.213365989769368,4.57602624286478,5.256943761984503,0.4931900652107085,0.2506378676530279,-0.4933844758082554,-1.1890885255128858
+7217,0.8020196875,0.064679375,5.343930018322881,-0.0987778479809512,4.669156354425267,1.2500419522102282,0.2199711527150605,3.6504415256829312,-0.5243289832923886
+7218,1.187284765625,0.1178008203125,3.512185965482156,3.914385073505693,4.080033799376335,2.5380780236932345,0.0313782278993926,-0.1449541899403134,1.147182869251414
+7219,0.69808078125,0.12076412109375,0.8181043809793825,4.820206503786219,5.842527195315534,0.7547723127874969,0.3739996853133437,-0.6078422572935683,-0.3495849450860306
+7220,1.38232515625,0.5627572265625,3.366076537521721,1.7404707236706456,5.002285405173268,5.599324591176322,0.5096578344270859,-1.3412744816193738,3.997029492970503
+7221,1.18468578125,0.085388828125,0.13717749794809,4.827568209320455,5.5158188708270925,1.084432512165707,0.0928977455095181,0.2926166290379554,-0.6262383196170487
+7222,1.152263828125,0.14092568359375,0.0512968901326696,4.985565370363096,5.268719372974715,0.5811925010694666,-0.0529159622945832,0.4684698208423604,0.2334621495026534
+7223,0.905037578125,0.145783486328125,1.1118482465020865,4.3677271475417525,5.738961690866699,0.5802701953410894,-0.4336739905532022,-0.2530525008839028,-1.3516810893036697
+7224,1.0701684375,0.108757919921875,1.7714881683704218,5.533389320389729,5.42276354242845,0.2471448814388803,0.2626357443684519,0.242713051667777,0.4290478444970728
+7225,0.90291953125,0.120801923828125,-0.1458769455540362,5.607827159938203,5.592301489792197,0.2210424038596827,0.0421641691659195,0.5164546870277358,0.8622334708419703
+7226,0.821112578125,0.122318984375,-0.3085990761766157,4.815236883163798,5.369370125869029,0.2074484675746358,-0.248427333977657,0.0419364103089124,-1.1653244300038088
+7227,0.560106015625,0.16781916015625,0.0963008830404823,4.958261443829896,5.446213840165786,0.0770448466220714,-0.0701486169625895,0.4682535034349661,-1.350553123696935
+7228,0.796882734375,0.101730146484375,3.9889995296158176,1.3719227338257354,5.157596039524451,0.4591290120695396,0.4267654029897666,5.400520502760847,0.9186880275515068
+7229,0.843024140625,0.097309208984375,-1.2497726184026383,4.576377688213452,5.142773854941865,0.6832511231829711,-0.4456142095939281,0.0921355764342406,-0.2826956392844785
+7230,0.78429984375,0.12293107421875,0.2394437440850084,4.516371178467968,5.267603483415628,0.6168842277724584,-0.3155323254008713,0.71247912490389,-0.0466508688125692
+7231,1.225075,0.14681205078125,1.5778798227928568,4.459207839486368,5.328895971838386,0.7926143709878264,3.200149604126541,0.4668343741446176,-0.2257403437919034
+7232,1.051895234375,0.1360624609375,1.451013540285014,5.28311949074204,5.554882201053752,0.7770836758658056,-0.4976152247023088,-0.0522610690912835,0.3395084101268411
+7233,0.88730671875,0.11292560546875,-0.1624950849587987,4.704415592532765,5.222392772126932,1.1134402422528904,0.2357358943379927,0.3396370807152814,0.9866982236260612
+7234,0.87259890625,0.15093955078125,2.003148342446604,5.358814049084458,5.067206577080918,0.5488191758718886,-0.4798327177769523,0.0608194675882076,1.5104300171422531
+7235,1.64862765625,0.20335513671875,5.0371981249979445,2.236013988818391,5.633885352818419,0.8256821065952702,-1.0425266580453578,6.5348466006595896,1.873299349683184
+7236,1.65157296875,0.18006240234375,3.058226989668935,5.255374876691668,6.121256151468293,1.2558684544774883,0.2199963344814672,0.4162973539537028,-0.1033357136519536
+7237,1.224270390625,0.380858671875,4.171670669196527,1.942345861359124,4.757575988664067,5.16195387489227,1.0055710028114406,-0.6568452981849876,3.8897547819722273
+7238,0.91795484375,0.125005029296875,-0.8695417627895962,5.2443467795880965,5.766754725700924,0.3868169094725781,0.1279899718317285,0.3462424193117044,-0.4809537146180718
+7239,0.82533046875,0.152151142578125,3.406832576318922,0.4847609129903973,4.789304031421594,0.3560267693602109,-0.0331075361496979,5.305237777802772,-1.0511034505523624
+7240,0.8499978125,0.134958291015625,4.984823602452533,-0.9783992119952878,4.651413978500831,0.5435363376988442,-1.082632262343966,5.404175335515583,1.1439617812461966
+7241,0.780707578125,0.08807126953125,4.151931085154276,1.1581906745665689,4.956664062454701,0.1298770924266925,-0.1195449658913874,5.340636630316442,-0.9064651718517605
+7242,1.00872359375,0.148032666015625,0.0510064808223299,5.0818248794687255,5.30615566115565,0.389236749525574,-0.1661313280134455,-0.0705220453730187,-0.231188888542881
+7243,0.777269609375,0.165541171875,-1.162458170097412,4.383111133101196,5.464380892214556,0.9580725532595188,-0.3209078599399489,-0.0200300075492057,0.7421979143171535
+7244,0.96258125,0.12955619140625,1.8539386035443364,4.687835209436308,5.495840422432612,1.6511780223178638,-0.111468253628492,0.2603385408258755,1.5453584633793789
+7245,1.51663875,0.667946640625,1.8701992916079164,2.0568068304290743,4.272461329984946,5.43539962110638,-0.2814675493451452,0.2496128098336741,3.882297705733465
+7246,0.730392265625,0.1002191015625,4.321203076140675,2.045760298393811,4.715758019701621,0.0654185075293753,0.4360439386496798,5.399358204507799,1.9696654025155285
+7247,0.632469921875,0.12430169921875,-0.2088869690417318,0.0771047489775334,4.198679393212418,0.5545150214940926,3.505525119487809,1.149032680223239,-0.0438620639877076
+7248,1.122601953125,0.134157744140625,1.4824973672890558,4.4739116450430725,5.596901066752339,0.657819791949697,0.2572492417891177,0.7125369712231209,1.2933131315710118
+7249,1.0189246875,0.16417234375,0.744923108363755,3.657469588258827,4.4512841867382775,0.2972692962641454,2.440737706300054,-0.1954824159553884,-0.4814127694737005
+7250,0.6154105859375,0.16807720703125,0.5608874149883125,4.527140928733911,5.118188444314174,-0.0777025868566677,-0.4294459102205577,-0.4123554270685886,-0.557427613929202
+7251,0.903151953125,0.10965626953125,0.797556749667213,5.304266979883195,5.709482601267288,0.6280759718984944,0.3271106827819376,0.2498214310754509,1.3558672706071453
+7252,0.948772265625,0.126340849609375,1.8152980633125448,4.42743173549853,5.507093202556663,0.3927546332051784,-0.2389928328635085,0.1218247949880116,-0.4435955460543506
+7253,0.745810390625,0.0803287841796875,1.3426755391719127,4.963009459777339,5.109054493842987,0.9081022150552108,0.1623704756716276,0.0854442439821767,-0.1289806338575835
+7254,0.936430390625,0.103524453125,0.9149918103698002,5.05406217048972,5.704783713198999,0.2749447310948483,-0.0046501292282634,0.1346584367419323,0.8084123917681834
+7255,0.824243125,0.1613566796875,1.4853267793524805,4.832019259722925,5.428007221066962,-0.6322980487599199,0.1071485983059031,-0.6731041696090628,-0.990309548325654
+7256,0.872388515625,0.127547060546875,0.794671894882149,4.379108558623107,5.196118168416566,0.5356743221530608,-0.2978692968798563,-0.0678432937951496,0.1713876694313479
+7257,1.181077890625,0.1455500390625,-0.5596791216002827,4.1568531935621005,5.125282745157179,0.815873091023099,-0.3683780579559625,0.6726336668112078,0.4241908852064698
+7258,1.027339765625,0.116730849609375,1.5752792852023594,5.2680028699898935,5.605412426485228,0.5911919679401738,0.0293566505024731,-0.2414925553496244,0.2280726014218464
+7259,0.8784628125,0.159773623046875,4.767198508742896,1.954564071339012,4.929137719533208,0.8256240197934007,0.5661382602597497,6.696525867417152,1.7691685498632364
+7260,0.826671875,0.20873787109375,1.6706331334555244,4.0606778514079656,5.233898290013886,1.4398516062636093,3.998893334408381,0.9134935257424336,0.2283134673708087
+7261,1.65104796875,0.3900096875,4.483867386356041,2.7373647137718677,5.038499621659689,4.481049289349226,-0.4621574170075429,0.096694284870075,4.683309297211632
+7262,0.6718240625,0.16674078125,3.991082304511935,2.3668893326142517,5.192598590309326,1.8846832156365323,-0.2647774209771041,5.169575950163698,3.056566050341308
+7263,0.863785,0.085031767578125,1.6036005002716844,4.779108878256171,5.485031392340501,0.4304077134449468,-0.108632164231207,-0.3105155617721858,-0.0517577264066397
+7264,1.192150859375,0.10118345703125,-0.2221505799151788,4.906942959418281,5.323967655900522,0.0986970582212651,-0.2748497053866677,0.836329136349854,-0.8105368165345554
+7265,1.154807109375,0.103745888671875,0.8030587162125091,5.513092834560308,5.6531521520606605,0.7588198759800423,0.0399884243282513,0.4289692847063496,0.0814145449250602
+7266,0.923063359375,0.120645908203125,4.471431902256393,2.0043883886358764,5.359197761810615,0.5644968516272547,0.3554653746392617,5.512679765049477,0.7516367268225492
+7267,1.07948671875,0.14976755859375,1.0649189386534013,0.4953094207724628,4.5495065480780905,0.7210573354205004,3.6625403580410167,-0.195861133571376,0.1228726796094074
+7268,0.694431328125,0.20090703125,-0.6956754036784645,0.3143533555428378,4.994581876034773,0.9272199709378692,4.068458864555918,-1.1270572589051575,0.3374625902653945
+7269,1.325033125,0.546402421875,2.9069977874318127,0.9985734809009734,4.822736889205671,5.202012035951052,3.1339970155924304,-0.4919098863818435,3.838301203334297
+7270,0.815073046875,0.162946953125,3.37041078333005,2.3294998740873742,5.383131627316476,0.8236185017415428,0.3654896995133468,5.987134254491064,-0.239111987098895
+7271,0.746419921875,0.1717444140625,-0.081523539342708,-0.4150491789407763,4.624875684735269,0.5899376265010438,2.584655856129526,0.3776460449994583,-0.1393473586206213
+7272,0.84332703125,0.080074345703125,-0.1938388957650217,4.712240927992752,4.568108163142164,0.1279424670737413,0.0043394687309246,0.4611212175671381,-0.437936088518826
+7273,0.6445022265625,0.2053752734375,0.6072049024997067,4.688622170961945,5.158764074985394,0.1290026456806337,0.0168651973366113,-0.3244348634715132,-1.0982774095423489
+7274,0.765818828125,0.14650720703125,0.9829324053664044,4.58654422543629,5.000832863599215,0.9984993812311792,2.611626855924216,0.2400723516278406,1.02955466493348
+7275,1.13533390625,0.0727531201171875,1.6562840557241814,4.3036240472696,4.949772356808988,0.9022910498718236,0.2160248812233793,-0.0838150300723342,-0.8191162101539092
+7276,0.661899921875,0.113401494140625,2.0212968162890395,5.892826208395425,5.340151568056242,0.8464542427221424,-0.151955118667203,0.2108575813555651,-0.1708379144507105
+7277,0.80538984375,0.18288828125,1.9645791544108795,4.463297729939324,5.308697053282745,0.8427520416523036,3.55559981201481,-1.0602029523917478,0.6354507335449832
+7278,0.71254828125,0.105825830078125,5.450157289461496,1.8370852615896924,4.902146288129516,0.2585750680658299,-0.3599905290118091,5.864667356016404,1.4432209486751777
+7279,0.745685390625,0.1809421484375,0.8573790550549246,-0.119214847641901,4.95794458933783,0.0983817373450733,4.0482211841346505,-0.5742047138168935,0.62695941570028
+7280,0.81260515625,0.10197859375,3.637125082530404,1.37163666233485,5.116558765456812,0.1792568184008941,0.0728055485932263,5.952206648793213,2.4052454128041494
+7281,0.7507678125,0.09531568359375,4.81515831846342,1.7416278511782612,4.637828458743114,0.0065499211897242,-0.5020748675056904,5.802795879985631,-1.8905892723333124
+7282,0.723462109375,0.214345546875,5.556667214246776,-1.803202727674196,5.429617923114544,0.7773451369975483,-0.0753290815391231,5.975222800474341,-1.1597744490823136
+7283,1.146683203125,0.135415556640625,-0.0851994958077434,5.285840938616111,5.89990291341966,0.9776832410191474,-0.5117136574452864,0.2501957452968262,0.2223382964642247
+7284,0.72283625,0.16917779296875,0.3258118322101767,-0.0403511523995694,4.990458435174602,0.2145362350270356,4.335185754349706,-0.7783725167658717,-0.3340910820818211
+7285,0.77806984375,0.12289447265625,-0.101804225678378,4.288733335388496,5.641073650236235,0.5488159084505495,0.338320155771607,-0.1186151069264274,0.413655351308558
+7286,0.879347578125,0.150617890625,-0.7483407322774459,4.619459727582631,5.203217171873705,0.93228270047761,1.4966246748484733,0.5678656327287046,0.1171829263165835
+7287,0.93213953125,0.101896982421875,-0.0673790977560897,4.338383237076585,5.084923478448292,-0.0055528374876801,-0.249809018599108,0.1857726031200424,0.4255111681303062
+7288,0.91443203125,0.158122138671875,4.114366809930691,-0.3480012686524198,5.2450255672101145,0.1824239179809215,0.2791532095787833,6.331985590473416,0.8531895399941696
+7289,1.008685234375,0.159852236328125,-0.7514103352132034,4.591357026867323,5.318193189627606,0.3193494165004528,0.0760713384770852,0.2035299447876401,1.3026074969464136
+7290,0.922184140625,0.1641357421875,0.6597884819401495,4.9850145665997685,5.089303869939439,0.6396276151984507,0.4448671280830497,-0.2093902346780532,0.388763555303584
+7291,0.832328515625,0.116419404296875,5.752848394866469,2.5470062907169013,5.156468550345047,-0.0777069149519038,-0.7521933019957879,5.540212188807645,-0.5583438826436433
+7292,0.809433984375,0.158689833984375,4.338525528737467,-1.5379109620883582,5.340264708327447,0.3738660620703564,0.5127164768165475,5.758284447301029,0.8062665419556846
+7293,1.35264546875,0.660264453125,3.671016924588349,0.728397558702673,5.250135946998757,5.607974792780037,1.8867706860204656,0.9642570213169596,3.712833196007953
+7294,0.9956875,0.130714384765625,1.4275428234677203,4.754124095147666,5.616691008364653,1.028008096928895,0.0224594992002626,0.2756233803954687,-0.8740250197683812
+7295,0.92058203125,0.106712177734375,0.8944541083452916,5.227327272166663,5.646103816420803,0.4129888941752659,0.2177131409945571,-0.4039156171158717,-0.3563660621847495
+7296,1.130798359375,0.1078265625,1.6034386243487104,5.232728033447402,5.329555948406485,0.9880904786306608,-0.0747772891286038,0.0172080697354649,0.1311382049656245
+7297,1.069130625,0.140183955078125,1.298501072393273,4.033510577152199,4.4621601582464985,0.859974297422041,3.136566076757529,-0.078549768459992,0.1809468169111994
+7298,0.89988296875,0.1566344921875,-1.3113180526726065,-0.9922483372263052,3.567529718009649,0.466414498339108,5.505346940688817,-0.0485739892646508,1.0370094313106195
+7299,0.83002375,0.17595771484375,2.013735872402157,4.826017528180095,5.580022670417043,0.3112983320604771,-0.0187846728742976,2.1693225254641755,0.2158117609838502
+7300,1.234884296875,0.2160121875,-0.7660080957570192,5.051374710860381,5.564231386039897,1.6892965341681294,0.5951351199007863,0.2322035952982764,1.7022073299852083
+7301,0.976902578125,0.085001162109375,0.3889207916374819,3.8849934179125927,5.333730096152364,0.1549760914402541,0.3943177184140586,-0.2783772581993752,0.8383057274169472
+7302,0.6030785546875,0.1816478515625,0.0973461254484167,5.074714904028267,5.400316729925687,0.9007330539448718,-0.2624829960662844,0.472178556547185,0.2493995632501305
+7303,0.88999890625,0.377670703125,3.552820301109848,1.2344146306865096,5.048219444936261,3.802613955160979,-0.6770109283468569,1.0469837057851463,4.713537952293349
+7304,0.817523203125,0.087815029296875,4.3230792570947365,2.121617153460293,4.639505778971811,0.6397720169669622,0.1069686362424066,5.314294285378499,1.2409437541501729
+7305,0.3784199609375,0.120957353515625,-1.3970457491344173,4.691402374604239,5.500308089939191,1.5410430029255526,-0.1530913876141308,0.2813997535255413,2.474848424572575
+7306,1.32733515625,0.099516376953125,-0.8511912278955389,4.449462994357227,5.175947040410738,1.0732076469919036,0.0096364185814067,0.3104142512858272,-0.2520523103907273
+7307,1.04669546875,0.0758910400390625,0.5994820311061008,4.897545048504027,5.540289725703688,1.4689649740991768,-0.1912898712566502,0.4912180925111136,0.3480505796775047
+7308,0.920597890625,0.1164733984375,-0.9365808538703964,6.016094783383208,5.368320930775823,0.249677654418525,-0.5048358728259403,0.8767200054078781,1.5612859909128898
+7309,0.88193359375,0.29821318359375,4.606815904117232,1.429837966761842,5.540413393786175,2.552918276448943,-0.1388496464231864,-1.5658688261313505,4.866901930803557
+7310,0.656560625,0.160579560546875,-0.4241162508779413,4.347990245840877,5.35957960464643,0.5204770127995892,-0.0037517477479064,0.2530007311879305,1.522062781638249
+7311,0.82972046875,0.12449794921875,4.349726160939186,-0.5383009650666106,4.2502242963444665,0.584377508467937,-0.937838426146969,5.156477839657746,-0.4085722274771862
+7312,0.9167440625,0.151311015625,1.6067229325298111,4.864881429084371,5.620889978970689,0.82118319566663,-0.4384529158418896,0.3606650632657993,-0.7334429718234504
+7313,0.97577171875,0.083420498046875,1.4277738898189052,4.010045357858405,4.956550992376573,0.1966463630637632,-0.2588490656437006,-0.1753209018576134,0.2195848957693494
+7314,1.5020690625,0.2686877734375,3.10406037598142,4.5918129728622965,5.9259291046512965,1.948703625809743,0.6433532540713223,5.927662200957537,-1.5879229566893909
+7315,1.03956109375,0.1533885546875,1.2166123725068445,4.64997283236455,5.050842492482415,0.5148766821800098,0.3904374346417328,-0.6332868995605725,0.5041157138959727
+7316,0.927596015625,0.130283515625,1.0078935001125096,4.056072750236157,4.999126945839678,0.705340994792321,-0.0546539714663048,0.164936969131492,1.4823122146998282
+7317,0.81011203125,0.122457001953125,1.0916457872745662,4.079378109215667,4.958069912522904,0.5515459345213252,0.0585324620834984,-0.018564629224918,0.5056017848389293
+7318,0.658411328125,0.10798798828125,-0.7770781297600743,4.272896115504667,4.947603981052574,1.1484339804697874,-0.1837176522032141,-0.3335215699292957,0.6923443966724441
+7319,0.858967109375,0.14740435546875,-0.1567935968388926,-0.3475279110324893,4.417527724151719,0.2236870495909624,4.030775529524012,-0.8132252431611793,0.6471623481031687
+7320,0.99582796875,0.11643080078125,-0.3715059117656096,4.91703777770639,5.428525566625355,0.6063020699958961,-0.1052313512369249,-0.152556581183976,0.5398111367029509
+7321,1.066621875,0.119735546875,-0.388203982013797,5.215273173299098,5.650632467194318,0.2638412919175316,-0.2346889224310975,-0.5431356591367731,-1.050044678389476
+7322,0.918364609375,0.101854970703125,4.317645082364564,-0.6347636392836493,4.919129916249822,0.2780623213603662,0.3532405380925096,5.995058746106271,0.2936302302120534
+7323,0.800832734375,0.0787295166015625,5.417786248826892,-1.3538206418688723,4.800175491381542,0.3944619059997731,-0.2078279802205229,4.992959754271493,0.0653680896856205
+7324,0.854897890625,0.11264716796875,5.500821473736684,2.114452002726172,4.669988701320111,0.7746257042374213,0.0832145120158804,5.315889568692142,1.3008370032348917
+7325,0.6233991015625,0.1312124609375,5.62877965999856,-1.283659084186605,5.030333232884495,0.8609793030578897,0.6564798539076623,5.850042405687309,-0.7206438803658388
+7326,0.872881953125,0.1741028125,0.4971181226597039,-0.414339384485031,4.718233828139101,0.9199365046089432,3.6508474998177927,-0.93862578992391,0.849367339561766
+7327,1.0565140625,0.1146058984375,0.453157060747027,5.389806955727675,5.723510670994614,0.3194540921560403,-0.1286904418364376,0.5168298225289893,0.8659148017833864
+7328,0.775646796875,0.119934775390625,0.6067596032249714,4.553991625023121,5.399787920029407,0.476267773940228,0.0487197753949115,-0.4540094282973003,0.5931681029887365
+7329,0.959091796875,0.143475498046875,0.4965557329221003,4.55700919791801,5.456214665492247,1.0874805617421806,-0.3010339484007786,0.3604129051673483,-0.4478449918287417
+7330,0.961700859375,0.16548716796875,1.2852446417872236,4.967322008198591,5.738440423250581,0.9870934653029412,0.016063215826755,1.273974579823951,0.8613114547365174
+7331,0.967187109375,0.21491654296875,4.035758746852608,2.018321801254948,5.199495924568078,1.917807361692197,-0.7325524793203608,0.8644315793515346,4.740228119878871
+7332,1.1677034375,0.11795625,0.0820310892214313,4.904695978911081,5.578796581829996,2.544928736004132,0.2246756660074232,0.9181731008598788,0.1548129784742528
+7333,0.5750036328125,0.126434462890625,0.8512200686459646,5.018955899918591,5.631464110386783,0.7288204607170807,0.2192028237190528,0.8681530424499893,0.9111726018701491
+7334,1.09431375,0.106260302734375,0.4013002934773348,4.324392892059768,5.264411077550784,0.205416769380906,0.1289537511621953,-0.5956461379825043,0.6262587058965227
+7335,0.661490078125,0.12198052734375,4.866293698923182,-1.2298632477307376,5.110406310987888,0.2882214420980999,0.0711579729120152,5.433257792117652,1.953249989852328
+7336,1.363630625,0.40214734375,4.826159788328083,1.7108877857715317,5.308707794091404,5.500512006899596,-0.8200293099961693,0.1687193446179455,4.185854367279208
+7337,1.51513421875,0.3910767578125,3.9625841784423352,0.0384903938639243,4.839045453912339,5.314938611564639,1.186009187468664,0.0127900931676903,3.671711226575062
+7338,1.173471875,0.083439697265625,-1.056958550888495,5.550362777804054,5.2629192113790975,0.7356015527838303,-0.0796254772748759,0.5444795939788917,0.3978053548395333
+7339,0.9725365625,0.10561279296875,1.4807071975885029,4.332602866772082,5.316340736545077,1.3695632266287965,2.206165918762951,0.7528085118923354,-0.0689245347003925
+7340,0.938742578125,0.14676765625,4.3162527210583335,0.4136360307545771,5.075958260551333,0.5814906720558768,0.3946639793609142,5.665464266369275,1.6000064916737824
+7341,0.717973828125,0.18035705078125,3.715086180900348,1.9164130162347708,4.939029330372673,0.7552290255607937,-0.1030156498887194,5.777654062609794,1.86253482734408
+7342,0.778851640625,0.105649404296875,0.7776396168048303,5.354373387304155,5.73366041112994,0.7162304667950209,-0.0340450036911436,-0.1556678897205057,-1.275804872102794
+7343,0.863528515625,0.077157255859375,0.0648340346133919,4.4140267974102265,4.728588086528732,1.1184297332954674,-0.0859390661478575,0.2218238382041504,-0.4622053468425044
+7344,1.16256515625,0.09115818359375,0.5152204965671981,3.68529662419207,5.276350570741144,0.8377931060717945,-0.2235689830663882,0.2892849605716019,0.6562640103253744
+7345,0.9069084375,0.157179384765625,4.629298036795038,2.2654230864891507,4.717021166541234,0.7276585433287608,0.0739220083348346,6.098836579514889,1.3723167501154547
+7346,0.7558559375,0.115079970703125,2.0974421237757404,4.319927253896568,5.070048094844912,0.695415552220365,-0.3865235682683254,0.1957471139765269,0.4844978783107686
+7347,1.00714859375,0.139350419921875,0.785324938089565,5.003481293075157,5.682854810692832,0.3498281417494711,0.028996147593077,0.0178780376019497,-0.4773111945164841
+7348,0.637948203125,0.165062890625,-0.7338740637096601,0.2882489377926454,4.688601636026082,0.5958293697537649,3.998090782161289,0.0691585351611438,-0.6979292623071784
+7349,1.111999765625,0.22467572265625,5.682323535793653,2.611438181685124,4.944149584904729,1.679712332525076,-0.4500841042038782,-0.9624102980894368,4.330030837729519
+7350,1.00583828125,0.114862138671875,1.0592903779154588,4.783832974269827,4.736173325037791,1.6410365078626674,-0.0729373793407858,0.4380781601419273,-1.2608158003338967
+7351,1.175185859375,0.1815242578125,1.120473396222175,4.653958641359568,5.619360293866831,0.8462291201209778,-0.1075814757533342,0.6424607461709346,-0.3366700349001947
+7352,1.068930546875,0.109808095703125,1.7053352436474392,5.042994132457667,5.318843519411977,0.3626115458205914,0.2692760996371596,0.5296963496428704,1.3211794542778377
+7353,0.5828501953125,0.1175241796875,0.4567954031340476,4.462686700178639,4.857188628816127,0.6383586377263407,0.1181147304862763,-0.04781218331569,0.4688272075644732
+7354,0.774048984375,0.137166650390625,-0.1900644089814826,-0.5273761255691019,4.675234661567001,0.8212259918357494,3.8691721822067424,-0.0260480509281474,-0.3780492052381089
+7355,0.723837578125,0.107663935546875,4.741251183279515,2.2203569682250843,4.981636747651796,0.3407943752433542,-0.097914911948883,5.771454223479933,0.0503002179303762
+7356,0.8873421875,0.117042900390625,0.8514430164858535,5.1730028527263565,5.097242133699209,0.3300332120033698,0.4619703234906294,-0.4591561893883822,0.3063789577446846
+7357,0.833600390625,0.148862001953125,2.7044683564837837,4.5744823955741225,5.558555388777262,1.1654345310195602,-0.0270633594804374,0.0664332221321642,-0.2983444663434421
+7358,0.74190484375,0.11049220703125,-0.023575934628688,4.925498973162469,5.403389526958267,0.1702846927678585,-0.2635534731455916,-0.3056446807692996,-0.6598998879617064
+7359,1.2880125,0.097123779296875,0.4088294051033973,4.993585798275607,5.55221480239139,1.1511716590579,0.6912384261251132,-0.0236589195756685,-1.163895614627767
+7360,0.862854609375,0.148471337890625,0.7031953800550174,4.155102016930526,5.467429221343443,0.3868115641791947,-0.4200661653585635,0.1806621407066637,0.8177359441269643
+7361,0.787639375,0.1120206640625,4.206443578506758,2.1408745244827325,5.346462907662348,0.8469149294408129,0.4972146594373196,5.561339594987196,0.251198387691845
+7362,0.796377890625,0.109790693359375,4.422023622958189,0.1150154724895452,5.071451102512417,1.1384341365864692,0.0779746496440725,5.1636432987339065,1.2844724721201155
+7363,0.86077203125,0.139029365234375,0.5529042850387395,4.829585768690749,5.621812377394716,1.090512882449148,-0.3215471713496797,-0.3572888325917262,-1.105869559002899
+7364,0.950831953125,0.1441116015625,1.2831968139477126,4.51245115783725,5.482690019238729,0.1246154566442715,-0.0533301793553639,0.7742420938149489,-0.5301737687679958
+7365,1.023240078125,0.090428466796875,4.96741786457221,2.020129377596219,5.033512160207824,0.1400890080177732,0.0306279573833294,5.98718058870352,0.4274344533437649
+7366,0.76030875,0.125048837890625,6.287532351450992,1.8144829773018984,5.010733691352029,1.1245741230208708,-0.9781271049393584,5.342229364079365,1.5280420698844372
+7367,0.887703359375,0.115227001953125,0.4750366101987634,4.79101195633518,5.343921040082921,0.4388369252261779,-0.4856279837576265,0.026225349961333,-0.0420679234013288
+7368,0.980446171875,0.141579189453125,0.9887112704860428,4.332342758352909,5.077051829293931,0.3220112648642482,-0.0738185519981291,-0.0653479758916287,-1.3781183380576951
+7369,0.815119609375,0.0811365185546875,4.769447344824596,1.214325102800438,4.760737049052372,0.5184851446975,0.2013214809815271,4.245711951412965,-0.2133105278575269
+7370,0.6366944140625,0.13184076171875,-0.1129862434419044,4.610348197350973,5.696807802957292,1.0864026276345808,0.0095003574293199,-0.3064114726306634,-0.2708381823819757
+7371,0.860519765625,0.2036164453125,5.321889397233511,-1.077386395175389,4.6552401061403765,1.838756821409524,0.4558744238159246,4.688077358295173,1.8492151479649384
+7372,0.21131994140625,0.0216570068359375,2.5265818534502924,-0.2782909004309099,4.105101803899587,0.091555442188889,0.5344878624809196,3.740081418430414,-0.1145094057999686
+7373,0.8721834375,0.4695392578125,3.795817093555897,0.7763452429648396,5.093269434242937,5.367224030845176,0.3655286468830785,0.2309416171575373,3.4155060324292967
+7374,1.08194796875,0.0484934814453125,-0.3843554123219149,4.687849768600984,4.731294540367504,0.8494295099416181,0.0023960151745549,0.2347177662054649,0.0736589598882016
+7375,1.28074484375,0.0793068115234375,0.8689196305770048,4.588294998776082,5.443528937968468,0.9069609910067892,0.0870770804406639,0.8924609649527571,-1.277764710096143
+7376,0.86995546875,0.1168934765625,0.4891654505275405,4.583522796905921,5.107962390007448,0.5097614387381835,-0.3264641038622418,-0.4211031860453971,1.083210646697496
+7377,0.8278159375,0.18100515625,0.739963366155519,0.304288884514596,4.503526921390231,0.4736937354028139,2.8622787354557566,-0.7780868426060196,1.1170857673596075
+7378,0.79686578125,0.150377255859375,3.907942955625676,1.4893254656603188,5.090665131076282,0.3858077085515965,0.1785177196792287,5.504232593174218,1.6372786230307217
+7379,0.95896421875,0.08777783203125,4.296757035174815,1.8840583800866195,4.92298704000544,0.3812308055662879,-0.0667636121033126,5.517083846700506,2.0060326407261044
+7380,0.8006334375,0.19781796875,-0.385596170562286,4.314319712823004,5.123868931956078,0.433742019524689,-0.7418368029809431,0.7101463646813099,-0.640306961461999
+7381,1.01745421875,0.101346083984375,-0.9854286435215406,5.092233851535529,5.227772053701419,0.7053257714653304,-0.3333092019295854,0.3870545194123992,0.3349333157721835
+7382,0.821898203125,0.123625400390625,1.6437055207004532,5.201489524650364,5.36489281258675,0.7848691614728402,0.1174486201122744,0.135632174799827,1.096755951738242
+7383,0.95310484375,0.122048935546875,1.2212262429665592,4.915233112021878,5.017914507960791,0.2130870107355618,-0.0829814102930731,0.0918110941335918,-1.1832594635786888
+7384,1.297199453125,0.150780517578125,3.736269707320101,0.2635782764059191,5.433156756958767,1.0149793841076191,0.4555281693277977,5.398890757140819,0.5165120694520708
+7385,0.825941171875,0.157070771484375,0.0267561573905679,0.4489637940365201,4.507099812825865,0.2604511466340759,2.762674607633223,0.4328510181077593,-0.2247256136743231
+7386,0.78658453125,0.1458026953125,1.8096952211924024,4.076453144785606,5.244946134263803,0.7183482316684093,0.1666233733335506,-0.2258534114099299,0.5785789638605056
+7387,1.237793125,0.24088490234375,3.495895278674924,1.6741118856945407,4.71358860621212,3.892068584777504,0.1063832832527877,0.1914215642259027,4.664526369342557
+7388,0.7667640625,0.10907296875,5.306908673950328,2.4504456420533423,4.838170294004041,0.2840509730332156,-0.6038894883284517,5.307099135609344,-0.0771153965777597
+7389,0.827734921875,0.13817302734375,3.4448051980616894,0.5023252899311521,5.3420815133994175,0.8587766852177627,0.497350320538768,5.695616816301183,1.0349076738733505
+7390,1.5814603125,0.4170719921875,3.833399029939673,2.638295434502614,4.896816492292885,5.763990725242661,1.3090485726033307,0.7911335517272213,4.338639081416786
+7391,0.9346978125,0.18181048828125,0.2584910321246132,4.1565894073241525,5.4626834253252925,1.0642850320243258,-0.39827287671679,0.1238380945205067,0.8418398070217263
+7392,1.4735175,0.839371171875,1.719327075482905,0.7553656313303516,4.485907762635007,5.115618094583333,-0.3345392047662139,0.4796409883732372,2.972803352407132
+7393,0.8621409375,0.0985490234375,0.5762810834569296,5.093187341267197,5.353811517893852,0.5528914730692426,-0.0115592906996186,0.2133104058725759,-0.775236380705149
+7394,1.018221171875,0.099008701171875,3.074386295130934,0.0361104239393818,5.303462248508582,0.328676787551336,0.269716291382771,5.085769069256498,1.3914616922843543
+7395,1.015656015625,0.1567797265625,1.2121676179627323,5.544249821185922,5.727880322052769,-0.0461809046216482,0.1040716727234795,0.7763285817971427,-0.1894269551528808
+7396,0.957438671875,0.098499814453125,0.4587585860415825,5.217995051800509,5.322258200480984,0.6433997411707975,0.218728549699799,-0.2306794356822561,-0.8259363287092892
+7397,0.998013359375,0.12218755859375,-1.586141311373072,5.580815724877974,5.336060242566565,0.1787438236840967,-0.3206415768033651,-0.2763690869551754,-1.1112369105779418
+7398,1.37528609375,0.142229091796875,-0.2918484527891561,4.864991467188715,5.788323769297749,1.1175488108824745,-0.0597519596144613,0.6352874469184279,0.2136985338377026
+7399,0.910253125,0.123035498046875,0.4369763309045194,4.559681190944218,5.472927335234826,0.4816315663355396,-0.1597985390880583,-0.0630057072411879,-0.1897953380202987
+7400,0.87969796875,0.200708359375,0.3607746417254069,0.766090497963028,4.746295942324732,1.1150896989226635,4.708537666698319,0.4235760929012637,0.1189380788857013
+7401,0.938332578125,0.148276298828125,1.2374770663098775,3.894603358335917,4.626294152582716,0.9984607393962972,2.8005793316048204,-0.4765476836829009,1.103774842614587
+7402,1.29927921875,0.09373501953125,3.000535881493018,4.514063342651919,5.390257489140833,0.2215349220303731,-0.1959689605327987,-0.187468103814811,1.0184330242731043
+7403,0.76229921875,0.1410294921875,0.5272804632625238,3.8315446145952015,5.1274033386172295,1.1641053033487012,-0.0911233527707094,-0.0088237407080717,-0.0029674024856301
+7404,1.1162315625,0.1162645703125,4.02978325328721,4.727475305401554,5.5490746923024,-0.0810352419802049,-0.4185836150517508,-0.9208584269498008,-1.1672468176918973
+7405,0.794014140625,0.110530615234375,2.064899054859737,5.257203980923289,5.439089012032618,0.6110476037073119,-0.0057659078828313,-0.6429731771736883,1.0443375501158532
+7406,0.721462734375,0.07371748046875,1.556317505078045,4.184527100127615,5.102115454024303,0.7014404634349268,-0.1103684396714293,-0.1742136348125371,-0.8799768266081156
+7407,0.8278021875,0.1870727734375,1.4749810910439307,4.198183858512135,5.084328859254853,1.2016781493744195,1.697522407819258,0.2810629551077935,0.5222442767354009
+7408,0.77907625,0.17085806640625,-0.1256262666862272,0.9972770523575828,4.273340473153424,0.4662032424147386,3.993598707200983,1.5092805297088572,-0.0070806671079002
+7409,0.6876915625,0.2368770703125,5.25778276374248,-1.095812481207331,4.711623273848307,0.9192033358472196,4.376407117223521,-1.8242520337808328,4.492916892281375
+7410,1.59191125,0.484960546875,2.136912413527865,1.0739300393623603,4.415681839951989,5.453462781959127,2.081052835481775,0.817241903698689,2.4624841062760003
+7411,0.834093671875,0.11240533203125,0.756093767421371,4.994306526770629,5.391729857093536,0.7430306435569413,0.1255689324598394,-0.3854594018698902,1.0209475284646845
+7412,0.940009609375,0.0682649755859375,3.611150820873321,-0.4224800193572746,4.686050477872635,0.150827623883521,0.0761454659779769,5.778670994674116,2.350351914083664
+7413,0.973898671875,0.131514912109375,1.343206199915942,5.136253769412918,5.680061771809869,0.6707867028246083,-0.2698927725030394,-0.0875942449389904,1.3175155323058068
+7414,0.798409375,0.0750160986328125,4.73786007634745,1.798152363946711,5.201990594394452,-0.0429436528509278,0.4621762090835394,5.7110284256728425,2.2060114495229977
+7415,1.57040703125,0.4315675,5.358984995297099,2.4300331683589587,5.341864241110324,5.6293219127469625,0.4210668098556056,-0.7881312743424667,4.8191102251326345
+7416,0.985750859375,0.108940947265625,2.3816548205527885,3.654926220563388,5.349733465879921,0.656296053330741,-0.2572524243866738,-0.1649586754168066,-0.0917420655689453
+7417,0.896933046875,0.11965033203125,-0.0842316016840221,4.410160995857106,5.083194314208108,0.9170582367483922,0.2836694533743416,-0.0776546376921835,0.7060880307913373
+7418,0.8146509375,0.117135908203125,1.3687187692646658,4.564517075028621,5.565767829688904,0.2126628102327945,0.2005380962489987,-0.1248047186270515,0.5839477607260827
+7419,1.083802421875,0.101601123046875,-0.0195634359557547,5.045308733730468,5.342159469098322,0.7064616755263671,-0.1079335911564673,0.3656953987949632,-1.4424857323214129
+7420,0.675067890625,0.131526318359375,-0.2803912884894523,4.496269472310659,5.545631448155227,1.2131513890742485,0.4153006828250389,0.1824515393873749,0.1121226852432919
+7421,0.822300390625,0.14411701171875,0.4562404422063038,-0.8535012186044764,4.518946908785148,0.3838851514471628,4.280885991649062,-1.0921732431819575,0.9150874339910924
+7422,1.027122421875,0.141267734375,0.1946880460915676,4.993699863674175,5.287064231525819,1.0068565214938308,0.2162340923663181,0.0711591518646717,0.3298773977189254
+7423,0.839276875,0.082112275390625,4.371722659212232,1.0478637122711854,5.213189546962776,0.4543321958613716,-0.0331712999073423,5.433361988726433,2.0924096401572068
+7424,0.75706578125,0.095857568359375,4.372068821529792,0.6101425661593616,4.778822717993435,0.1737144251709669,-0.217452220714084,5.433043782487056,-1.3323677949536743
+7425,1.35236046875,0.16297095703125,1.29932999160331,4.531615713117314,5.6690496532906,1.1660870724953896,0.1415325232867771,0.4276971151280976,-0.6498818962093951
+7426,0.91315453125,0.08935908203125,0.636740349339432,4.895309179899925,5.053695394966897,0.434418161229213,-0.0797006714689518,-0.8507191654609725,0.1768107859928838
+7427,0.697426015625,0.0973494140625,5.08560684536589,1.199952679034123,4.873869812796835,0.5852611378583398,0.0135338165523025,5.657499379991834,-0.1835731481911285
+7428,0.80907546875,0.136112880859375,-0.0396880504410581,4.434688830552956,5.398560493094162,0.2271674650210966,-0.0052671073679244,-0.1302312345332735,1.0487436778972752
+7429,0.72901734375,0.087079306640625,4.889941511790152,0.9537610691348436,4.750981049640254,0.2460658187109363,0.038916356160505,5.502739621189893,1.8716539141687336
+7430,0.667976875,0.1364543359375,4.486424273436302,0.8218754590730736,4.797679254776607,1.1592596921951126,-0.2727258227869862,5.595863460126781,-1.2722435184512713
+7431,0.83692234375,0.116061142578125,4.352316243900933,1.1328578107889655,4.71984738275701,0.2976297812427093,-0.0475248606848727,5.7747139090423,1.8803258540748675
+7432,1.028158671875,0.17572427734375,-0.8963034211521312,4.694974479237659,5.695063959514275,0.7442100638925689,0.0665628101564684,-0.1073041790485038,1.0627041223850862
+7433,0.90513796875,0.4333180859375,4.438401973109186,1.3532709758374708,4.051602825320997,3.9341981023011834,0.3472357382504972,0.5334777733008417,2.717320807684156
+7434,1.085931328125,0.131969794921875,0.9848657071913558,4.731888376585848,5.3242717182115085,1.4729271774689434,-0.0259431415552462,-0.0504440997410662,-0.3854375240924548
+7435,0.920936015625,0.1526072265625,-0.2986642828139759,0.4746737866024295,4.835934203819154,0.6743104718190761,3.212537280655397,-0.1185569755460132,-0.823836238965247
+7436,0.907517109375,0.10535115234375,0.3159483382414434,4.616611911477188,5.26382315752417,0.5552984682720168,-0.3404435156383381,0.1745881469762404,1.5427926143653945
+7437,1.05395890625,0.32094646484375,3.995099494653141,0.5882688088930015,5.132962058624171,3.9126298632418086,0.0017729300664546,0.0795061711974742,4.89107723976564
+7438,1.030355546875,0.4609310546875,3.2643671940946413,0.3110888684579285,3.651639244946196,4.591981070925895,0.5433654654311343,1.2171983005912352,1.06347256063346
+7439,0.756645078125,0.48905984375,2.174040289896653,2.175563767565606,4.948474562527734,5.154500807909242,1.5037284238346795,0.2837185713570832,4.285576063785413
+7440,0.66357515625,0.130480341796875,1.95066073356039,4.307971325807297,5.44622500791431,1.4260233718141118,-0.2971068576937116,0.2268557372546712,0.3938384177702377
+7441,1.223091484375,0.113360087890625,0.5182525925705066,4.074965850846832,5.439711945036802,0.781130946574192,0.5071147278386567,0.3961391918659704,-0.3339258350673503
+7442,1.022458046875,0.17247232421875,4.924432753294444,-0.2605635617655085,5.6853448937453885,0.7310781001411514,0.7681092991737674,6.5656487128869525,1.940246181890225
+7443,0.954631328125,0.105229931640625,-0.506450555961701,4.527064428296553,5.479115006540979,0.324082421503728,-0.5083581652613347,0.4055687953646974,0.0854795659889126
+7444,0.785400390625,0.174247421875,1.0959824442068855,-0.1114176546015216,4.582191839536087,0.3079344815308655,3.415749630048436,0.5380929941234796,-0.8366354336911561
+7445,1.103820859375,0.109354423828125,0.752959170249406,5.456394187809516,5.609847514002924,0.6076678800479977,-0.5877051193184026,-0.3270286918824536,-0.0156940769015875
+7446,0.92661578125,0.11355451171875,4.629607006840257,0.2360813334335127,5.272291758226975,0.1416809244881202,0.8698353165591337,6.2303604456768085,1.0840226937842283
+7447,0.940925390625,0.073922119140625,-0.1531099544636643,4.9387843651069305,5.148818153330564,0.4138531562819409,-0.3719058207145886,0.8272209419703893,-0.1663665471894676
+7448,0.837681484375,0.08344990234375,3.9297091164960576,1.481103017814101,4.96812534783035,0.0323759495297555,0.3516031526093245,6.008046228912912,-2.1994549500714653
+7449,0.7670978125,0.0911059765625,4.021542477958588,0.348213721386764,4.833163704268647,1.0438146987248778,-0.1473328709030879,5.635894600714263,-1.4288348631387684
+7450,0.971553828125,0.2247275390625,5.4958859884254965,-1.4805068508445618,5.356239661756378,1.1361136104784062,-0.0489683226533239,4.8779579049267765,1.4325917160517714
+7451,0.796585546875,0.147687607421875,4.511431393189739,4.810014247599407,5.389275260557461,0.9709543488437312,0.4629635385236319,0.3083295459754204,0.3303688410610285
+7452,0.83649828125,0.1686046875,1.4106123823160617,4.123613437495121,4.995466145001216,0.7524884729752465,-0.6357476910752607,0.0507681830919857,0.3993032146246312
+7453,0.7712259375,0.086535615234375,5.5305903555335725,1.8127489640687504,4.779561163183736,0.2780923045744766,0.0700265361249011,5.212011916424689,-0.4009604822831073
+7454,0.721345234375,0.19569416015625,0.6632490068312267,0.5906350084833448,4.3010738337852485,0.2231047890801809,3.6548370206391354,0.7459530492579646,0.5397082277893894
+7455,1.21120578125,0.13019349609375,1.2556707257467077,4.589795970102266,5.463022092455941,0.8082999810731826,0.3901063802687441,0.4722864862361166,0.7199997379194505
+7456,1.43245015625,0.4000022265625,2.6409501381750613,1.7816927506707845,4.931074386877022,5.387682470582853,-0.5144378402017207,-0.0890917649994833,1.6793571808601535
+7457,0.991961015625,0.140636435546875,5.461395395924752,-0.835841716707633,5.239705736331827,0.2999902700869669,-0.368271409916168,5.181653231873383,0.5125121842042124
+7458,0.899633125,0.108931953125,-0.0766860251782584,5.045171427112234,5.81043048807773,2.4019926320353138,0.579305423062919,0.8982761007701111,-1.037714280988399
+7459,0.816050546875,0.101501513671875,1.1552188507005057,5.44146085052485,5.661593393789639,0.4983414122320006,-0.1354830140620824,0.8294482269860197,0.278971172390806
+7460,0.935335234375,0.4403876171875,3.2216111121584827,1.5916770634701336,4.681718977901211,5.266323700441972,0.6223189563935329,0.0528989079267491,3.507999543946229
+7461,1.00010265625,0.107786357421875,0.1634346602639633,4.94947079712933,5.399523688794727,0.2639029525734049,-0.3229595144758165,-0.133475282268198,-1.1555018174226566
+7462,1.3384928125,0.341928046875,4.495686085624008,1.9723390860231496,5.297674334510909,4.998012278490136,-0.9061849460443346,1.0834226278279526,5.017617364022887
+7463,1.1712996875,0.1563446484375,0.017727647792607,5.345211635153504,5.5967706406463495,1.02260859265876,0.0755215538337526,-0.4374830933232502,-0.7587940198826465
+7464,0.994683125,0.135035703125,0.0252938686896034,-0.3196258821516056,4.541890318902413,0.3358315053236059,3.544973265973485,-0.5136032297542201,0.503883062471833
+7465,0.97099390625,0.119071240234375,-0.2795746931519586,4.987554702340294,5.575057057662918,0.8730307844251861,0.0917321775920031,-0.1430822067006167,1.363370784650325
+7466,0.652716640625,0.1499127734375,1.938709825253124,5.071691939693585,5.719422208465317,0.9618261798064542,-0.383034562401553,1.153885713383478,-0.2347832195850754
+7467,1.03832609375,0.10504150390625,0.1017471582550063,4.845690094389405,5.18875561231344,0.0160307034842751,0.3688704896824683,-0.5189570280530174,-0.1506252564589277
+7468,0.860248046875,0.13819521484375,0.6516290806567122,-0.0273900489067532,4.827121513758334,0.3938254178011531,3.217517873354731,-0.6146301278900913,-0.0290875389296013
+7469,0.95193203125,0.15335615234375,0.1554568336008066,4.356492811032534,5.299264251718005,0.8045599428479175,1.3284284946223726,0.234649474251742,0.6667533141763706
+7470,0.793913125,0.119241669921875,0.4331750485755893,4.380383738816716,5.38551374094064,0.6855475105846099,0.0655591971853208,0.5717203835457166,-0.4526323313997604
+7471,0.99723203125,0.13408154296875,1.2829263223762504,5.088769618941626,5.633481875707015,0.7683386132832855,0.2611380761457734,-0.0677692541341918,-0.0754308161510412
+7472,0.9547503125,0.19660556640625,-0.3846038750018892,0.9027991370892828,4.377812792673443,0.3988943361872291,3.9729589022765945,-0.6828335303641658,0.5018595372379006
+7473,1.2316484375,0.078461875,0.8238909991830903,5.006151837271046,5.54348512384141,1.0342034384658256,-0.2050063688304241,0.5919745683920081,-0.6545521711699636
+7474,1.03056875,0.1762949609375,4.780443815681677,5.287137102489023,5.698985991404738,0.8133634303394252,-0.3105736222928937,-0.4158364062030124,-0.7670544981611594
+7475,0.84419421875,0.090862939453125,-1.0277150196564873,4.809797258392791,5.353778866818371,0.7027019972972275,0.0084150553451059,-0.5216897144350052,-0.7231585418120542
+7476,0.7275365625,0.15907990234375,1.80374181408104,5.635324759161719,5.050409316672188,0.6187518284986445,0.4024123294531304,-0.0153884505791176,1.8062773379698749
+7477,0.74830859375,0.102592490234375,4.922560999169509,1.9373686767837264,4.83450153466288,0.1325995726040127,0.0560881039165784,5.930158694785908,1.5891368758216375
+7478,1.234470546875,0.1600670703125,0.1281685129100121,0.6558315746239887,4.991297130964001,0.8411707110924707,3.670004864290461,0.6635907156079188,-1.539603771051033
+7479,0.854405859375,0.09320392578125,4.765681568031449,-1.6945310502552198,4.956639346754061,0.7847636197630266,-0.1640297852576636,5.540053454617397,0.8321416455096486
+7480,0.812641640625,0.159342744140625,0.6688207049788664,4.721582617487184,5.23637738754487,0.8408847214806161,0.0576456518098907,-0.1578963464735202,0.8841745297871965
+7481,0.8693609375,0.103924716796875,1.6005293730346797,4.468946217522761,5.53565620131301,0.5606567037790393,-0.0437188177504499,-0.498382949754053,-0.4899843106077128
+7482,1.005434765625,0.0907201171875,1.558159427899688,5.415742172266728,5.819952832800823,0.562416206603314,0.1599565494611665,0.1715869964625005,0.8392123677825846
+7483,0.4644151953125,0.1971112109375,3.985030130188511,1.8263471080506573,5.468055272830171,0.2687497380642655,-0.1386386617270775,5.510357901424596,-0.8755749006597989
+7484,0.729165546875,0.099968857421875,4.308251550949957,1.5041054884422982,4.58394770784966,0.0820979863378074,0.1760756663394569,5.222953541910974,1.862967256766488
+7485,0.719791484375,0.1799177734375,-1.2690081080260585,4.838666699767793,5.481149707755847,1.0075410599516963,2.641845577079664,0.0809839838213039,-1.017639686447352
+7486,0.943042890625,0.1141822265625,-0.7799420078637612,4.291751344228772,5.261897031694187,1.1970423528535503,-0.2640306212231901,0.3141846626531963,0.986724215498998
+7487,0.8553709375,0.0973290234375,0.3856826877567846,5.1108112776622985,5.4514592812812825,0.7775183692253074,0.1183842504578988,0.4651830890518513,-0.3461460511288025
+7488,0.87199796875,0.104369990234375,-1.0120572802598955,5.493824363788888,5.365985959446682,0.814357615546971,0.275888547478979,0.5136841635152779,-0.6310411325659985
+7489,0.799972578125,0.12336435546875,-1.0334812769098496,5.19059513032359,5.492250872708512,0.2313265099113728,0.1269602373915162,-0.0501544827243178,-0.0660800955736026
+7490,1.2944903125,0.5385964453125,3.764711550668,1.2271599468386951,4.906209924744403,5.360010558785465,0.021164008832952,0.9042581421941862,3.550324413621313
+7491,0.708783671875,0.09264283203125,4.513559219408693,-0.403170271460759,4.598955903912432,1.0133584338676995,0.2545984341464294,5.307958353997622,0.9621220074316496
+7492,0.784242265625,0.131589326171875,-0.1162094129796119,5.082573391618984,5.572630271964722,0.5380024668503661,-0.2046171330902919,0.0702440004190338,1.0143249800334937
+7493,0.720671953125,0.1497717578125,0.3869282156695423,-0.3661674016517666,4.419414563193072,0.3536719259199544,4.083977550779064,-1.0028099957313816,1.3195574600885147
+7494,0.871321171875,0.121663671875,1.5181398250577307,4.678614238023364,5.483649034089791,0.220063819918191,0.1168842030626751,1.555223803126334,-0.972371494730932
+7495,0.845839375,0.112167685546875,-0.8722600874130939,4.989340488774374,5.747783364311273,0.5999568958999792,-0.7608612931966946,0.6751758188299944,-0.0253641101402674
+7496,0.888116015625,0.1458158984375,0.4527483959751948,4.370001434401606,5.313258361686457,0.8909202346607578,-0.0452990975093879,-0.3368250058630961,0.5894710012831297
+7497,3.8038471875,0.4418178515625,-2.50572903375466,8.164111965062538,6.717219748698298,1.629312405436632,-0.1385399054580807,0.5195466378871905,2.7298988690137422
+7498,1.00727328125,0.110465205078125,1.3972174105105797,5.170971392146532,5.498891066113639,0.423678080762224,-0.3723226110053281,-0.2085305678255408,-0.6046903120713725
+7499,0.847486171875,0.125751552734375,-0.0792833273714899,5.14928786261666,5.266097700797441,0.3248552422394248,0.125713123441387,-0.6308152416472859,-0.1887898758862516
+7500,0.5939021875,0.2083644921875,0.1753766371796849,4.7651502606777445,5.677149089295474,1.1954677719612663,0.4278783550390442,0.6115740799511225,0.7109033077625531
+7501,1.996439375,0.118870205078125,3.533291217847584,4.189094883064381,5.130488283066275,1.1664822295459187,-0.6262265723104117,-0.6746221774169135,-0.8559306800300626
+7502,0.945137265625,0.13297375,0.665589736387499,4.945722033476782,5.45689397979014,0.7908462961074106,-0.1481598861665911,0.6061070205188883,0.0328471008168197
+7503,0.636045234375,0.139291611328125,0.2193186361905281,4.977678953488499,5.519085884585893,0.9723182987232328,0.3472667136710464,0.0011400686715841,-0.2499020215729654
+7504,0.863173515625,0.09610541015625,4.79192638316269,0.9452319472099756,4.596250667964275,0.1654866506404851,-0.1302259667672257,4.742605755346062,1.2925598794336988
+7505,1.71730421875,0.523498359375,2.7476701324228108,-1.1334153574844854,5.039024272510988,5.319134531033531,0.2486848477143416,0.4666950837426749,3.6895704634269366
+7506,0.868674609375,0.13985390625,-0.4334897133337201,4.567529431248974,5.661047424141149,0.5090439810101749,0.0499419507542423,0.154874831495013,-1.5135741476522484
+7507,0.992751796875,0.095541318359375,-0.9869247283662992,4.897799489059701,4.986262000309067,0.4713131148132763,0.0160000278263548,0.1373042649292818,-0.0709704227853163
+7508,0.79248296875,0.162474072265625,0.4130225102051457,0.6169749519037504,4.4674424826505525,0.0660220851700595,3.722968301378273,1.1458830620411824,1.0807454946400732
+7509,0.803129921875,0.115731689453125,1.61201099264504,4.866699642840167,5.240924172530245,0.7152051945989157,-0.0806168838841164,-0.0540048121312573,-0.0218665729527659
+7510,1.190234453125,0.099413759765625,0.8738958404631422,5.028264514161417,5.575293146318359,1.1421708365162773,-0.1954380611909371,0.1320270429516468,-1.3021501826688393
+7511,0.837503515625,0.113667939453125,0.4957032369405056,4.852841299686647,5.413116158909038,1.213704947969632,-0.2782550666060842,-0.3145393587526201,0.2441587968334747
+7512,1.09204,0.10151951171875,0.3376057016277027,5.006218038303233,5.4549862782891525,0.6546236084467711,-0.2565671374205813,0.5031791876170968,-1.4740030336451844
+7513,1.1625775,0.5433382421875,3.022190761685289,-2.07690068454001,4.928819199508991,5.370495338711312,0.1966431947036534,0.2021573967580593,3.847987817330203
+7514,0.8424634375,0.136361318359375,1.4772469743170464,4.991620594658785,5.318504001228635,0.4946009917738484,0.024697225914835,0.5321353859587201,0.2096842451356908
+7515,1.01787859375,0.117491171875,1.047321540614058,4.969169280461164,5.629011016720594,0.408316718563593,-0.1157141309406836,-0.661522991135646,-0.2702183717663726
+7516,1.220273671875,0.568526015625,3.14431139967503,1.682082563469793,4.49537296064468,5.445336934637674,2.2098955452037106,-0.1774424970663997,4.2623086764587335
+7517,0.736056484375,0.152124736328125,4.150908405068864,1.8233001703840943,4.856986019073055,1.0618781347283104,0.5415124361486218,5.826856502548761,-0.5144592804751275
+7518,0.819822265625,0.09358619140625,5.195130761906041,0.7545397310572133,4.993707695846004,-0.0751064086944836,-0.1993967460659516,5.521003590389404,1.5484042376588358
+7519,0.686162890625,0.1397098828125,4.161027452175029,0.8574201159249942,5.567328815209571,0.4787308538179301,0.6150322529543517,5.3186715638195805,2.066689844407722
+7520,0.699492109375,0.14256275390625,3.9699052198483407,0.6208260959489321,5.150784338081379,0.3319497351936243,-0.3753512432860494,5.4500367491966095,0.8134252690116888
+7521,0.733401171875,0.10161732421875,4.516273385582876,0.6222376075073861,4.788478429652159,0.4971419801366648,-0.4049438035975854,5.133507132263613,-0.1227769868498509
+7522,1.1083734375,0.137594521484375,-0.4018527905809106,4.803235132573397,5.649275536155487,1.501997026777001,-0.3955061739348004,0.3285466498043132,0.0401417494381335
+7523,0.759212265625,0.100536552734375,5.137814489202197,-0.0209709428589445,4.660648434723122,0.1534239448506467,0.054930805553224,5.279557106560126,0.0379866700415879
+7524,0.797141171875,0.088386328125,4.722720430717519,-0.4868127085294722,4.984163785544654,0.5138178262806367,0.1407780226766486,5.440854817922408,1.450020690863259
+7525,0.957755546875,0.107941787109375,2.3084574362338013,4.430764192241132,5.0654065203868734,0.5973873965924074,-0.18433814418458,0.2696588755184744,-1.2595264976788951
+7526,0.622705,0.1849112109375,-0.311862994273955,4.275339187359595,5.224462782623383,0.3160249537303839,0.2504995563493253,0.1483840785982824,-0.5168389158831193
+7527,0.88343296875,0.137369482421875,0.7678763813070949,4.462164837834624,5.655620601708809,0.3278674789771395,0.1328170441889587,0.3340542287846385,-0.7971684563597274
+7528,1.078289609375,0.5529833203125,2.8681778719901097,1.1620861254484465,4.744156651052645,4.970672450143909,1.8432518594740777,1.4547001906473014,3.174956563560095
+7529,0.93634390625,0.120544482421875,0.931917392126473,4.702429052650782,5.278705930282696,1.0781985334617188,0.3901429370808802,0.0110620816175408,0.9121758638803268
+7530,1.014871015625,0.123854033203125,-0.0405986620638734,4.685748536735837,5.5179869768422645,1.2865870103214825,0.0270982010020914,-0.2245215453095217,-1.25874702569584
+7531,0.9096875,0.090079208984375,0.6650600446659166,4.553737706855822,5.003850835690392,0.1863276624950708,-0.3184164666445397,0.1818579155443851,-0.0066539908395518
+7532,1.1109953125,0.122006328125,0.8829352147519014,4.642686400595982,5.715023187564936,-0.0880190642036658,0.3759918414517961,-0.4647744819836198,-1.3066582655926324
+7533,1.46450109375,0.094516943359375,0.4078752625926984,4.992894921768707,4.88791403398841,1.1518089763776609,-0.1454550960777509,-0.3446463944075214,-0.3308969927503261
+7534,0.983606171875,0.0507474560546875,1.1070284963301198,4.414269526063376,4.87074441074546,-0.6296018374803277,-0.3652814634284618,-0.2555389176079225,-0.3306209562665536
+7535,1.6496003125,0.211196796875,-0.99484860563774,6.881473418306364,5.871487281258467,1.9647602000693591,0.1273858635120187,1.0242594450176812,2.482947123005633
+7536,0.91120734375,0.1659600390625,2.80763200268787,4.464450145494118,5.2464801981541465,0.3503604410604708,-0.4760817579452897,0.5808495688854942,-1.3837304110797048
+7537,0.72465109375,0.08865697265625,5.01746119892152,0.4726491631654671,4.508707467171344,0.28198912189222,-0.1286931724142841,5.575522765812903,1.7161847052999184
+7538,1.248420390625,0.082894814453125,1.357778640382859,5.089324869871638,5.66873560945611,0.5346276948583132,-0.2542452200765208,-0.6082776176974272,1.0607606725441423
+7539,0.777621875,0.082878603515625,4.393155736773393,-1.0048749542628206,4.894987736450596,0.335956946788876,0.0532953492621586,5.876297834065153,2.57163693030302
+7540,0.764918515625,0.1782476953125,-0.6943437847762147,4.17836551964156,4.958869401664121,0.9709690274378282,0.042570378502481,-0.1365264322114812,-0.8281589809321873
+7541,0.796550234375,0.081975458984375,4.031655605642107,1.0126401994956638,4.896429296316202,-0.235165105522475,-0.485537438974414,5.370011852950238,2.0193608982871334
+7542,0.90844890625,0.114382060546875,0.6515236671047883,-0.5429348025531732,4.569345600902176,0.4062502463439577,3.132398287515412,0.6977720462901021,-1.3939749670433224
+7543,0.769765625,0.143419091796875,0.4454180200730584,4.71935904635424,5.483865150998864,-0.1862508050672348,-0.529875267754685,0.7777736979454942,1.0927606225978852
+7544,1.89956671875,0.5160558984375,2.915095190800597,2.0328511974937946,4.693670894024818,5.472265540525536,2.4722164238061493,-0.0845880138937305,3.4919802992385987
+7545,1.0809028125,0.08954572265625,-0.4166796878092327,4.492047779938234,5.469770524451158,2.6160812004025544,0.3467912631187909,-0.0530524814284877,-1.468293632029391
+7546,0.803172734375,0.10023650390625,0.7194545537384593,4.842686525907436,5.337711494835496,1.0414371790474597,0.0662726131886402,-0.1049756097347438,-1.106496704313532
+7547,0.914748828125,0.129807626953125,5.423845143001481,1.8552898273080625,5.402737400441206,0.2414309378187623,-1.3374123408688758,5.217898734733063,1.9994311706476664
+7548,0.92561390625,0.1421696875,5.02621705744503,2.189256089445795,5.267168579352973,0.1218953823248371,-0.9074556417464554,5.917046818680555,-0.1016346699603249
+7549,0.67496625,0.12256142578125,-1.018739924215268,4.8574639093863405,5.782177689582154,0.4233482145469253,0.3862778753670176,0.2310553828541377,-0.6424590637485499
+7550,1.068189375,0.137054443359375,0.4418194786087941,5.100273718617828,5.488148319012669,0.377476920530965,0.3137016086606244,-0.54861587137397,-1.047628227507723
+7551,0.84901921875,0.115989130859375,0.1998555050127868,4.351074040959231,5.165653239506894,-0.3096605258946309,0.262474556123245,-0.11056147835895,-0.3182819598279255
+7552,0.93923453125,0.11385037109375,-0.9304272845124536,4.749757982067432,5.284703882241614,0.2549151857201623,-0.3528310691463013,-0.1041547294754112,-0.9107907298781952
+7553,1.032319765625,0.091694677734375,4.45813214119865,1.1348125853239346,4.489686700276473,-0.0194380646433607,0.0530441206332995,5.111815163658155,1.6548512002336069
+7554,1.3393025,0.5046361328125,4.077205729492988,1.6842562630021392,4.960015507663438,5.375271964414062,0.2307922769829559,0.9961368346864824,4.202775626643058
+7555,1.040661796875,0.141000693359375,-0.0882784452680369,4.066657871078428,4.989627431696981,0.8435325121654907,0.1305517632952908,0.6073728102011653,-1.0392673535033543
+7556,0.822514609375,0.099887841796875,4.475920669249825,0.6802293704267076,4.873304162363563,0.5330824675830137,-0.2999601021149833,5.357245325864392,0.6915371545796161
+7557,0.858643984375,0.097842099609375,5.201766285882183,2.1830958639000357,4.940307757825421,-0.127051402859201,-0.1686630097487367,5.144062842486682,1.0347114019315011
+7558,1.1029115625,0.137005234375,0.6957080133759949,4.3336592020516616,5.187693737887724,1.1335487409617553,1.9152973122348944,-0.2074325689942384,0.7434371911278296
+7559,1.242079765625,0.0635457861328125,1.006654985283152,4.055782194592792,5.484591137716903,1.271601788542139,0.610221590478733,-0.190719830187645,0.8696085119836249
+7560,0.7781940625,0.112046474609375,1.2671265351677752,4.569658092100908,5.524460405208805,1.3226781826117393,-0.2128043014262433,-0.2918172363742348,0.8564391255590423
+7561,0.994786875,0.126871943359375,1.2441987060258124,4.809777722520372,5.5108759644673935,0.1024735114582081,0.4259364694654489,-0.3928681342693342,0.9765852197206868
+7562,0.930649921875,0.19278498046875,0.3588055539637075,4.538338827487164,5.541678706905345,1.1018637232970814,0.1949440372760905,-0.0222201543208658,-0.4914274352849042
+7563,0.806118984375,0.13388890625,1.380723680149496,4.954754255780508,5.363922920712812,0.6377799982177906,-0.3788860595987665,-0.1804896277349752,-1.0048279188481113
+7564,0.918486171875,0.121730283203125,-0.1357385651632957,4.660030710240493,5.835029884662381,-0.0175742367882465,0.1365011832188451,0.6455419298052485,-0.6182474038893716
+7565,2.23008671875,0.26804943359375,-2.5965084178383453,7.655784632410578,6.197735029332906,0.8826222920169746,-0.1555256769217295,1.5475233831888822,3.5377590386960405
+7566,0.95297953125,0.127455234375,0.6667631795434187,4.315878589283408,5.093051588496941,0.5208592173624657,0.1588741161975654,0.572132920335518,-0.395148650366191
+7567,1.003116171875,0.133446630859375,-0.6401159856623228,5.189790635476468,5.4525915967465295,0.4771407598065664,0.0817205088748165,-0.0610372891838978,-0.7664401177597602
+7568,0.902666484375,0.085475244140625,4.618754252632603,1.8911754743665328,4.837996103310825,0.4973806726475047,0.4633659459023381,5.686485144003619,-1.3062796676638764
+7569,0.912231640625,0.102569091796875,1.0459378538129247,5.066790023173527,5.564223272855299,0.7912024530889812,-0.2122894588497098,-0.0979243014994371,0.5970144136871277
+7570,1.030218046875,0.102152626953125,4.570785832745786,-1.0433517847517888,5.124732132032198,0.6857668766634877,0.5573157018403314,5.616902959252232,0.9594664052898604
+7571,0.6550141796875,0.1074275,0.9867129541250272,5.339603109487964,5.58153647777941,0.9605578720076,-0.3789948003225876,0.002294173947724,0.4464495410264062
+7572,1.1020815625,0.15689375,3.336974556207352,0.5092239803239613,5.796891679761663,0.8999432323944889,0.1159395053098082,5.358078378068877,-1.472168553865645
+7573,0.8745021875,0.0986768359375,1.6790054399732182,5.146325237688982,5.096482177440847,0.5506545550103795,-0.36396029511076,-0.4352562363814082,-0.0158273425920893
+7574,0.8278884375,0.096438466796875,-0.0424751114342326,4.873360452250104,5.325808386920024,0.9833709310635788,0.2953806226267316,0.2122978380696676,0.6845730936220235
+7575,1.109925703125,0.30783927734375,3.763595796831572,1.7135276503967165,4.444777163933276,4.645649625969566,1.2213832230556672,-0.3436023705218806,2.339337944601179
+7576,1.013627421875,0.17102068359375,1.8011757316431067,4.602932574414697,5.510297753209316,0.5564776851858388,0.163081648567217,-0.4096822216724808,0.2516958622555548
+7577,0.868970390625,0.1889612890625,-0.878791962037434,4.696738750234076,5.850195342697594,0.6445451578047782,-0.4070324775036738,0.4717432627443249,0.2591696814067561
+7578,0.795014140625,0.13348203125,0.5213611927494005,4.968350147415508,5.703022776198565,0.5203547538554073,0.2558242707993221,0.0409016028187638,0.0179503752234389
+7579,0.78288171875,0.13808,-0.9346924057048812,-0.4683115770686913,4.422152695450387,0.4946065693420804,3.896335410974017,-0.4932803649985411,0.6409298072226955
+7580,0.737860546875,0.14087646484375,0.2068335519286198,4.897565057052007,5.761988898548355,1.1631282002941534,-0.0361936666965946,0.0934366702471076,-0.485752938883923
+7581,0.907878984375,0.130347119140625,-1.2914853043071173,4.866629021376184,5.267688650921976,1.0620709574147198,-0.0313918472600181,0.7708268646282325,-0.780894025602566
+7582,1.0334740625,0.21068064453125,4.210385393122327,1.3623844352028125,4.8727266452146845,1.8662865629354983,0.1210428142589968,4.066776708013472,0.3228217783746542
+7583,0.882764921875,0.128427998046875,-0.6916175086679235,3.684605943727665,4.998683237477651,0.7721443044505372,0.0008153612676581,-0.3373357826543065,-0.4449830045112669
+7584,1.132629765625,0.5038947265625,4.1057346241310535,1.4807469951871193,4.766739755497718,5.488319908907752,0.4423571499115447,-0.6492937098155875,3.927612382281392
+7585,0.686744765625,0.167300078125,0.8376145620743325,0.8539425333858006,4.523348644735662,0.0207012326165303,2.803998237398593,-0.1356822871649927,0.5979075813298784
+7586,0.99908859375,0.20337078125,1.9084776352090425,4.866167833961831,5.481540267193701,1.637311907947843,0.2171142406119366,-0.1148103739795342,-0.3000782555483037
+7587,1.33467734375,0.1753144140625,4.737563700206326,2.109193425649881,5.420209937393072,0.857723036483451,0.0433691636967756,6.441665903383854,-0.6554240118095552
+7588,0.93123296875,0.15532927734375,0.9089944063377464,4.663856145552488,5.177369447767592,0.6812876271245196,2.011925023176796,0.6149817492434707,0.0924787902719825
+7589,0.75649625,0.116045537109375,0.4254530748926904,4.610048431034623,5.258716704459076,0.9197842948278,-0.3635961858249949,0.9116988755238508,0.7621255489824361
+7590,0.6324998828125,0.147141513671875,0.9876626294082536,4.763254803098857,5.659135725578838,1.5864959548194364,-0.2670864815252095,0.198758789040238,0.5163949032484134
+7591,1.13460296875,0.11255775390625,0.3946319310554927,4.97941996189186,5.440604709649793,0.6275595503196323,0.0575363680078863,0.0566312145006174,-0.458896109603019
+7592,0.65968921875,0.17752998046875,1.1424192589528643,4.494503318365148,5.747464036228558,0.5059304009393206,-0.2361771509831075,-0.0076189659723934,0.2168078694029628
+7593,0.71391703125,0.14599892578125,2.6236264563712384,4.91124300417879,5.574890876049492,0.8754288107979319,0.4042706033382766,-0.0726771030758334,-0.6987572499194405
+7594,0.94563359375,0.16426416015625,1.2725296983656074,4.931768556322231,5.262533086269703,0.9857194241885182,0.2738664152574886,0.2219726669395026,0.2057875078561786
+7595,1.258743125,0.124052666015625,0.8046759445058355,4.56295036628744,5.482876920770795,0.8011485428857321,-0.1287808695822751,0.1227349093212453,-0.8907248764689378
+7596,1.163322421875,0.129532177734375,4.429483834304608,1.065266738575608,4.684950139028228,2.352007795041638,0.2340370479500391,4.639307345841683,-0.7610123021059687
+7597,1.119677109375,0.125886572265625,1.4151008792896689,5.260584807986708,5.649108452835002,0.6444046508288362,0.2765001015134849,0.4178388603910669,-0.5016039266033357
+7598,0.6468453515625,0.17802265625,-0.2669344660980252,4.515126552559258,5.192301185268613,0.2191576576589137,2.391317196892078,0.636951479027797,0.661023585967122
+7599,0.80133390625,0.0895319140625,4.680315859552394,2.326795285585773,5.006879037779669,0.5432421805939414,-0.4599704128384041,5.644225381216369,2.125530077266934
+7600,1.02659015625,0.094874599609375,-0.550194764397029,4.982556236879152,5.3897904683966,0.6872795769605248,-0.6092965572222256,0.424633758610889,-0.1341490358935715
+7601,1.344985625,0.112250498046875,0.8300942265812014,4.806072952211957,5.406698174461347,0.8318340845796346,-0.2238075089475606,1.169249378235337,1.071965607761425
+7602,0.770661875,0.1487191796875,2.117194164166082,4.226383969236471,5.447877913006637,1.7676630525658867,0.1106125000162818,-0.0647760857050912,-0.6417530337055957
+7603,0.6274898046875,0.16553998046875,0.4720162272112222,4.713288005784381,5.616467065884849,0.4288694366079554,-0.012859207858974,-0.626981077788661,-0.7804381376129538
+7604,0.77796734375,0.15134220703125,0.6761970586193253,4.639921923884642,5.7616600391483805,0.809212409305388,0.072327926058658,0.3040475301621556,-0.9579340323011084
+7605,0.895510546875,0.155256669921875,0.732585340540504,5.410978472083398,5.565389363203654,1.3316521047722556,0.0507687394099271,0.1069014738182508,0.565070196299923
+7606,0.92695140625,0.28886763671875,3.834816447286988,1.8321350963346743,4.653433482756784,3.90653850474592,3.5866744151535364,-0.703980323915545,2.784125403923122
+7607,0.776480390625,0.14769900390625,-0.3371106136943507,-0.1265765781255815,3.771214287669256,0.3848603224061142,5.510395354856251,-0.5075971885567492,1.3880688640498304
+7608,1.061944453125,0.1248730078125,1.2748102187103865,5.051647300400154,5.254048813794712,0.6047888576369244,-0.0145796830578472,-0.7224580326422246,0.8089667051791966
+7609,0.895646171875,0.133491044921875,-0.2672263497041992,4.411017736403194,5.389889641869183,0.3703285696891201,-0.3081888748743804,0.0894784543473327,-0.4188266188023475
+7610,0.86317140625,0.1923780859375,-1.3556959881873267,4.307058905056616,5.349956005374184,1.1161245267598967,2.775243110405372,0.2816875374951512,0.4615104785803946
+7611,1.0259353125,0.143063837890625,-0.0597509448356838,4.332817076201867,5.1903035308966885,0.2634706155529571,2.540033576720361,-0.7462369339756765,0.4418393682024363
+7612,0.6392387890625,0.1131860546875,0.5452010731409855,5.296087056294827,5.581625304438284,0.4783244358560288,-0.1950723361342256,0.2473942261823273,-0.2913559957181788
+7613,0.990552421875,0.562725546875,2.6527397231997862,-0.1634644962899659,4.611379567714524,4.94746292425818,1.4547774941974447,0.7362155383026983,3.3743950017079967
+7614,0.759806640625,0.119136650390625,-0.8371518226124703,0.1858682752532636,4.62661086755213,0.5280977841960843,3.213481406069897,-0.4101622656154718,1.53169502040439
+7615,0.733580546875,0.128189150390625,5.902254245902413,-1.3880663513515716,5.19168655106633,0.7945611761318593,-0.4346832218359971,5.769352374287025,-0.0077704773303262
+7616,0.72543890625,0.071808564453125,4.480980542580627,0.6761579459568957,4.637990057466408,0.3049086652397973,0.8397457104027597,6.048082422877112,0.4456393505491189
+7617,0.6614753125,0.11407240234375,1.3547936900854258,5.032285039245766,5.579659302361154,0.4856609043043532,0.4705552746362429,-0.6227931222519736,-0.5025179538097684
+7618,1.232144140625,0.13576541015625,1.6011925236898392,4.579348326544099,5.149097868469077,1.1815406024523676,-0.0284080652580907,-0.6918950634941748,0.6597576568478788
+7619,0.71479046875,0.085494443359375,5.042776083379928,1.700363049551354,4.687243136078273,0.2235712906734522,-0.0751213733525071,5.582140050205464,-2.021388950600495
+7620,0.91731890625,0.17077166015625,0.1964918410385096,4.459713935821053,5.007037470500973,0.5342997007579007,2.768736460981631,-0.3051242206491262,0.3404069378301567
+7621,0.6692078125,0.1322122265625,1.1405320797561056,4.532734854608154,5.417370831317073,0.2103941062329998,-0.4984256495930864,0.1353578174162847,0.642373018278618
+7622,1.013624765625,0.17217947265625,-0.0141846091189038,4.56114033894447,5.210920966371633,0.6628843349577144,0.4310296032819914,0.224899752819196,0.1267271621709252
+7623,1.018865078125,0.1702021484375,-0.4507445056824828,5.045067169006235,5.814795185724808,0.6856249816882508,-0.4705798236190421,-0.2972943059975123,1.531535382497761
+7624,1.02274359375,0.1339387109375,-0.2599904879741384,5.072744821293275,5.801099412892338,0.9073408631530376,-0.43844055967518,0.8736408359096625,-0.8773406561900952
+7625,1.0503803125,0.2423262890625,4.561880174594864,0.5733408709426333,5.6735195971315004,3.2637467165371725,0.3993556019947749,0.3207694110064659,4.79760510474765
+7626,1.15748828125,0.147658203125,-0.3150766549343441,4.813461236503968,5.620327704168983,1.864498018834419,1.653601784165282,0.5527595495596773,-0.6759555380877442
+7627,0.83659890625,0.22031927734375,2.015588156189746,4.206771018901926,5.247531495926968,0.8691941132664524,3.0787037119175698,-1.047551075731211,0.2508061603753885
+7628,0.714271171875,0.142004658203125,0.5367619447697114,4.018759107574729,5.177921395298514,1.3173931858260746,3.18029888361002,0.146073339616909,-1.429061540357029
+7629,0.910337578125,0.16625048828125,0.0001493739163452,4.572014605191321,5.679281809523317,0.3286182984537337,0.1524669450823738,0.6886718480214125,-0.3195186197071998
+7630,0.775100078125,0.142287900390625,2.4313378822459613,4.539983820379492,5.655137443474601,0.5094718567172121,-0.0983594316414116,2.49882379663615,-0.438030666857728
+7631,1.049132578125,0.24716744140625,2.0454648963250737,5.12810329366429,5.493677660707816,1.314341736043771,0.267259849825687,1.162721569065516,0.2601844193307354
+7632,0.801119296875,0.10476125,0.4844163225638985,4.316576092934907,5.294896299671492,0.7534950364226034,0.1158255217311005,0.3293748571404246,-0.935316569120793
+7633,0.83722875,0.182319375,-0.6377331309262688,4.509224272107054,5.847683578429885,0.7367149822899532,-0.1269950275512359,0.4650233410923202,-1.0227891975948322
+7634,0.840001640625,0.082730380859375,4.6609130682018645,1.9835613705100847,4.992567960720892,0.7405401622584834,0.8239899717969129,5.767982400883749,1.765219822277701
+7635,0.83205171875,0.1408788671875,0.9114302615788504,0.1839083040580444,5.086160082135632,0.2944040567480329,3.931484681737592,1.239202753406474,-0.2396857781265025
+7636,0.767786953125,0.1164151953125,5.1026617748598495,1.7964019369351385,4.769122846892391,0.3134232600651819,0.0449594728559756,6.026581786490996,-1.504459060610431
+7637,0.86199421875,0.097680673828125,1.8656302150931745,5.613650579293094,5.0467866727441,0.5902385386178515,0.0657834437179197,0.1300732956037237,-0.1847612854180937
+7638,0.835306328125,0.104008125,5.388441908618001,1.7550857944902762,4.805598918958754,0.5944170410046022,-0.404895345290038,5.10298902816356,-1.370030866052811
+7639,1.042944921875,0.0972533984375,1.8136326695791705,5.349959480427371,5.526803121346445,0.592252644332143,-0.1580452714007008,-0.4167671552524096,-0.9379265172106264
+7640,0.809532421875,0.19481529296875,1.0185400076613311,4.904326087443934,5.84039664646797,0.1994608235584632,0.0039309426179391,1.0112999092114134,-1.636152525269658
+7641,0.7065840625,0.09253421875,5.5389731284453125,-0.2546593135501278,4.838573448365468,0.5375443621432705,-0.2552362288115442,5.6355089948435495,1.0893309377972864
+7642,1.287774140625,0.3627319921875,3.2285429480552343,1.4761603074707823,4.538875469924976,5.216277202092571,0.4312873920501689,-0.6809462446033041,3.998045155037135
+7643,1.206517734375,0.122649638671875,-0.1217671751048836,4.259985545051936,5.427820794343993,0.2914875139660518,0.0405876635887842,0.4180132112693649,-0.5393197593957026
+7644,1.16708890625,0.663872578125,3.5316828191619973,2.419631984888089,4.919786409132025,5.5038560215997325,-0.4562605175259123,-0.4235407541066974,4.23581563461458
+7645,1.047663046875,0.1178440234375,0.8267938540680468,4.392401535143407,5.41364042780272,0.3861801202235488,0.1776415671017782,-0.182693057124087,-0.1661900696117499
+7646,0.99662796875,0.122761845703125,-0.2384527034504795,4.607060234402827,5.622152960131248,0.7811624178140015,-0.5470893896294227,0.7434459637084057,-0.990391183309308
+7647,0.780111640625,0.0698534375,4.041705658334409,0.7987219357155535,4.426018980461171,-0.0736855762900763,-0.5719951750172375,5.605791736614538,-0.4703742896353398
+7648,1.6021275,0.227354609375,5.205789676757801,0.4206664195077916,5.829223383752839,0.9583693201211314,-0.1502895175527085,6.671979660941886,-0.4330662734817439
+7649,0.72109796875,0.113579130859375,0.9451963129112232,4.767335507736949,5.42073862886651,0.5254574701048125,-0.3121967261020025,-0.1937556875772605,-0.3153594700403356
+7650,1.0326603125,0.3575262890625,3.8345779839357848,-1.2821967742442633,4.492262636579665,4.483141532778839,1.5741591773332604,-0.6557325412985224,2.175698216517567
+7651,0.866968359375,0.0744802099609375,-0.9570557247565082,4.478887114635417,5.311032619990828,0.8576736046225724,-0.5332874123986249,0.1783487263938847,0.1651229003140872
+7652,1.11935859375,0.3718276953125,4.052362080178896,1.43039265059097,5.168989485344754,4.286472465882183,0.1322712595399067,-0.7126072356364006,4.472090986855341
+7653,0.9014340625,0.09923193359375,4.899196924658564,0.1420456745813569,4.675746649775345,1.498801339819037,-0.2137718746886433,4.845349972232263,1.253009000772384
+7654,1.00752234375,0.10683580078125,0.9355384120540992,4.173140183345206,5.564821940731053,1.1665419197467497,-0.4760694776702789,0.9514043979694046,-0.2690841316758803
+7655,0.961868359375,0.10943962890625,0.8930658206962159,4.032864355129476,5.2857342620522445,0.5695922010791151,0.2113954087505732,0.5975842420982186,1.1202605862018724
+7656,0.9201084375,0.1669076171875,-0.1471042297208448,-0.2651506091340205,4.353108998060786,0.327365728023882,3.1020755380169414,0.6017662089209265,-0.3585259756569238
+7657,1.216901171875,0.50820484375,3.551737581698554,0.107136843805492,4.939221062662608,4.910632659188259,1.2898417330596736,0.3939418066016633,3.106213029275336
+7658,1.26159953125,0.3450024609375,4.110769710954468,2.100884490807567,4.810877559765932,5.219890712364856,0.0964166361055178,0.6113477630207241,3.306880292792646
+7659,0.984361640625,0.112442529296875,2.1352171834696145,4.946699513007944,5.695537112198856,0.5472184201893604,-0.0882077814363634,-0.1883049993271399,0.92265814593133
+7660,0.80452421875,0.129590986328125,0.9538353289772086,4.306286726781733,5.208893787672946,0.4116037176203417,-0.1221336975394109,-0.0078301058187438,0.4998173914433459
+7661,0.8872653125,0.1141876171875,1.5465919368103849,5.100937058473909,5.66321119626829,0.584584832454043,-0.4966807722264489,0.3353900004575341,1.36034290526219
+7662,0.874960625,0.15789890625,-1.0069480418765646,4.044703672525925,4.768115244573192,0.3305356123841562,3.270299618144097,-0.6263321553589989,-0.7359299349584818
+7663,0.84586953125,0.1793098828125,-0.0107549811936032,4.708096655287449,5.099342487359476,0.7197532332144083,3.706514498133578,-0.2443117268532555,0.8595506269063361
+7664,1.39756734375,0.143841572265625,1.4943101912146004,4.42544033224989,5.459117786767839,0.1534589151194804,-0.0970459726989625,0.3859079455861396,-0.6627218827343127
+7665,0.86030359375,0.131584521484375,-1.0807464256661827,4.742582389397304,5.3336834314778825,0.6115315240269146,-0.272184602971452,0.0057641059947874,-0.3100367107227421
+7666,0.9149978125,0.094499541015625,5.27780091647892,1.6108302238446994,5.508484207689113,0.2141322792818361,-0.0198002725050058,5.724142932551262,2.3193986139274223
+7667,0.854248515625,0.116084541015625,3.9108134876268257,0.8834506246286707,5.091210745630057,0.3476825006907506,0.2911180418895231,5.322131997279293,-2.0104044797719403
+7668,0.84964296875,0.185904375,1.1453160285591708,4.6093643483801054,5.458956917118371,0.7952051813476065,0.7067975092787852,-0.0528765734292302,-1.0485504784064932
+7669,0.776525234375,0.288532578125,3.656661869810809,-0.3631448666632759,5.153785232867191,2.3122902674451487,-0.2545922322089706,0.0110074948065635,5.1517326086176585
+7670,0.667050234375,0.162190224609375,0.9599534390393368,4.43886302928732,4.845947907402034,0.7164272152202044,3.504605345863583,-0.2288251564873165,-0.1641433110048965
+7671,0.66956203125,0.1598750390625,4.527536549752801,1.069491514813128,4.8726940397724725,1.35482237528983,0.357776512234747,6.390688889221569,1.4486597846889957
+7672,0.963214375,0.101335283203125,4.336078391672739,0.6468075431523963,5.398570201156325,0.5381441059540186,0.2701686281675577,5.359613021695436,-1.2523160289015909
+7673,1.090383046875,0.0968129296875,1.012818422840398,5.392812341208732,5.417556961986885,0.6928949693981838,0.0388657758959882,-0.0205551359410559,-0.6227489884528042
+7674,0.88141609375,0.17656142578125,-0.7009642985537526,0.1009978574782891,4.976570051293745,0.5791962852122063,4.140958185019624,1.0075191508136814,0.5567034567001823
+7675,0.7903059375,0.1714659765625,3.6196727256911463,0.8534966691638197,5.379742762188714,0.6231603432933891,0.0029433799222744,5.2562409949410895,0.4545029397469451
+7676,0.76911984375,0.0789641552734375,-0.3222380084367834,4.556415910701637,5.186750549811813,0.9233456527707496,-0.2020300627278261,0.9097621345747138,0.4168453156348315
+7677,0.96069140625,0.0814785791015625,5.842417238088369,-0.0033884759309789,4.927887629173707,0.3934088460543291,-0.3731410087898749,5.457459402589456,-1.6162731193786202
+7678,0.983891875,0.0942691015625,0.6891731084580643,5.22850598246283,5.522779190852284,0.3095527929647258,0.2105628967264843,-0.2466552459708617,-1.2378238673801851
+7679,0.872337109375,0.08383396484375,5.365670672735236,-0.0568349900958959,5.029305482195683,0.4305111944916532,-0.1578862870776527,5.906565098617224,1.3272801656631736
+7680,0.889653203125,0.111428974609375,0.8889747456195654,4.697362474121997,5.379597281890357,0.328799075387078,-0.2154007175242598,0.168420664999005,0.3814409319058616
+7681,0.933923515625,0.122980283203125,3.259770653921401,4.697695352031505,5.750482620302122,0.5114296685909863,-0.2285814546134198,0.1514608454454103,-0.0645302320007032
+7682,1.25569703125,0.16622408203125,0.9966788294051436,4.5828721829743255,5.554327814450188,1.2096438583188407,-0.3315470397998353,0.0917778491737779,1.1951887527342415
+7683,0.798158828125,0.6016392578125,3.206642991091277,-1.3058941371175228,4.319899843783867,5.059955533305772,0.0459692976538851,0.2404553239915321,2.961094894603004
+7684,0.747818828125,0.101053837890625,5.862594648047502,2.2742429496706627,5.048235538525606,0.4351434454711656,0.2254744290479888,5.824919973744531,0.9011261596209
+7685,0.862738515625,0.1450873828125,0.3529781958319491,4.300565601809842,5.123770807751236,1.044056473273664,-0.0147695408190406,0.2021945076779766,-0.8789976470811313
+7686,0.82027140625,0.1004279296875,0.2749111348272018,4.785152027093711,5.449039473397511,1.7063087371040675,0.2387179505649919,0.9253200423583102,0.6065209471769438
+7687,1.32891265625,0.4833936328125,3.528038511987584,1.2953984291541694,5.042862902374163,4.775386010133171,0.4660917542562568,-0.2867675287206256,3.397084853635524
+7688,1.008244453125,0.154247294921875,4.014185823856836,4.4527953533946185,5.158062846184802,1.119640241037035,0.1301851577066107,0.2424614248276661,0.4784148429156437
+7689,0.6120248046875,0.136534150390625,4.910881421110123,0.8702567440610363,5.331157410563195,1.5598661631029258,0.2867496553184145,5.824319054897026,2.182392480574335
+7690,0.798559453125,0.15090173828125,0.839831186076325,4.381527458726152,5.405293142270878,0.6559078755253728,-0.1561157768779794,-0.0268537437570014,0.1474393876942506
+7691,0.95914921875,0.11458548828125,-0.1020114437553145,4.807784493862754,5.465529604048717,0.5827427519443277,-0.1233188522856044,0.1530553176309111,-0.4932870713662248
+7692,0.863293359375,0.118481943359375,5.180422019821148,2.3611157045021502,4.969294072743912,0.3994018835061879,0.0636505636403461,5.492320268371321,0.9690856589515942
+7693,0.3460349609375,0.13265330078125,3.995419839768676,1.1926416963774478,5.050897198808041,0.5112193898742488,-0.0966971381573538,5.723420579438657,1.6690801625956302
+7694,0.62258046875,0.16395630859375,1.2372134104400527,5.146174979733921,5.2652279714520285,1.5281616955840398,0.6017112167266884,-0.5656735561883764,1.124894652628159
+7695,0.91039109375,0.134501611328125,-1.1615015698888589,4.335150724008984,5.292823694045415,1.0808193162338535,0.0016009711011481,0.4208637450942049,0.2404128699432418
+7696,0.813713203125,0.160919208984375,0.7509995769887547,5.253784872841221,5.819470425341811,0.4756255711845128,-0.1781585845323646,0.2214436134820195,0.0592062741410412
+7697,0.7339971875,0.133766484375,1.4537080125445156,4.086021553449685,5.029042621607193,0.8012193941036789,-0.0739785555768271,-0.2683247012640803,0.878995677174419
+7698,0.93984375,0.1364975390625,1.8313597291777304,5.398372654102292,5.490583292634643,0.8510156818496162,-0.4573429257471379,0.1923714824446259,-0.6942005800396455
+7699,0.53866234375,0.112322509765625,4.539144885396129,1.6401504922696817,5.095653079680703,1.625792456212454,0.5747618094674395,6.14766616989604,2.589131055567504
+7700,1.14254546875,0.127478642578125,0.3725407860210892,5.146923874331883,5.607770075039052,0.3024391532697729,-0.15889241641126,0.0896140803147918,0.2372915871467793
+7701,0.694429296875,0.09857482421875,0.2306287759172944,4.993692145542415,4.9101872197218,0.574933714555224,0.3844573573343101,0.0396238410111584,-1.3920249166654088
+7702,0.7544175,0.086256572265625,-0.6159242544415262,4.995286109729007,4.543282707577569,0.6191000301786078,-0.2175136365848224,-0.1398479280791102,1.1345987983411236
+7703,0.4660736328125,0.12645546875,4.448830727734986,1.0978233160968367,4.768565018440906,1.789531017308897,0.0584983213557135,5.662888945945392,1.97448687462524
+7704,1.54630296875,0.21499123046875,3.6990935185322966,-0.9262761798795904,3.911198987175191,2.1167508469473955,0.8016259682565079,4.491151747523354,0.6677897517510071
+7705,1.03188328125,0.119709140625,1.53980533056029,4.985409159139419,5.584503846099294,0.7814506631160837,-0.2677918863080269,0.3137694123869148,-0.3364766125467042
+7706,0.7797846875,0.115696875,2.2009422153300924,5.546104720343688,5.441760098284754,0.4175440478903667,-0.0675356892012919,0.2008190576651415,1.0120525479595956
+7707,0.813020859375,0.15249201171875,-0.3572789043513949,4.366750317928127,5.46640841239036,1.1106899937357235,0.0946013469141072,-0.0614510267133159,-0.7006389153824344
+7708,1.1287678125,0.151901513671875,0.5050710760081496,4.33918905677834,5.389116358553001,0.7135065165972518,3.6036982540765408,0.4533431843615103,-0.3691661789763574
+7709,0.8538634375,0.167624140625,0.7358155752238253,3.6531953979707374,5.057800694005913,0.7135567923782994,3.47634783584591,-0.294582644756168,0.7902896435901331
+7710,0.963696640625,0.21347822265625,4.925288475659534,1.7064267808209614,5.799367293935632,1.1547467708339534,0.5742673112339156,6.512462475234034,2.6210967511566703
+7711,1.00992171875,0.151626669921875,-0.1488867666019106,4.481418585745399,5.472553424542269,0.7316849856455154,-0.1659569516133064,0.6152759122341512,0.4915561020968676
+7712,0.71862546875,0.127688076171875,-0.2577025653558155,4.441411312582042,5.129416028984229,0.414322840178346,0.2639669511097109,-0.3950567770500462,0.8468895639159818
+7713,1.070141640625,0.125357880859375,-0.076400329627359,4.574091154974037,5.224650650447165,0.4647761907170581,-0.1300908924566383,0.7174055063466104,0.2684410461048327
+7714,1.3175853125,0.4120684765625,2.890427479358642,1.768826460214646,4.770681334327676,4.678826499364851,1.065511848471817,0.1576154036833348,3.0974748318917467
+7715,0.85901734375,0.14765939453125,-0.7766616106952723,4.400255526440748,5.282817029723987,1.1417304318783748,4.254378218305146,-1.345166023406825,1.336672415337558
+7716,0.766180078125,0.157814892578125,1.1686211274932037,4.5213393978159,5.2947899743054485,0.9576755328148756,0.3089901776422051,-0.3090674358510367,0.8109508470936109
+7717,0.810285,0.135387353515625,0.8641929514976283,4.428513923184019,5.446860595668081,0.6456065339947386,0.1180476070759663,-0.5032521279752873,0.3322361264752713
+7718,0.7214053125,0.069376962890625,4.52787573125871,1.1557548476379769,4.374547648770937,0.2587177951973823,-0.4644814826712351,5.612733381202025,0.5781593816159626
+7719,0.484098671875,0.090435068359375,4.1640546878293145,1.763203797517973,5.08849827114037,2.235021184035044,0.7958671321555014,5.541816444591933,2.1175472088521263
+7720,0.971233671875,0.09677931640625,-0.778359312624042,4.610356295743973,5.4329908848209545,0.1909405829883148,-0.661793049782115,0.2625755522740098,-1.3922359865490876
+7721,1.1019725,0.17496935546875,4.4775514886439565,-0.3856260509910241,4.847701302571146,1.5415704985142464,0.86580016873651,5.433023389224851,1.4405335961684531
+7722,0.816509609375,0.08881419921875,4.6303410419174265,0.9991715012606346,4.822329743630854,0.2551259031503385,-0.2376287716404707,5.647568657616876,2.1012807192642327
+7723,0.739921171875,0.150124609375,1.6685428722925224,4.669019673821795,5.489014539231484,1.2938837019016451,-0.0570160132843075,-0.3481399161034908,-1.1448873153933528
+7724,1.0861684375,0.11628017578125,1.6889937382185276,4.414348572578966,5.570507817627931,0.2800489752129682,0.4985624748061835,0.2498542508555201,-0.6220936643675676
+7725,0.872628125,0.067254404296875,-0.377368804132087,4.653604604837971,5.300049140555792,0.379328183102689,0.2332030118541567,0.2192508824048629,-0.7664067493192056
+7726,0.83644484375,0.11191384765625,1.9805144197208595,5.554684814459735,5.533774272593604,0.6837750701949533,0.1104717924737106,-0.5297251577543826,-0.5451375294465153
+7727,0.96243078125,0.073565654296875,0.5787471012802801,5.097194722999319,5.419896463878561,0.3462285128930785,0.0627557681144486,-0.4433085847156574,0.2885113547638514
+7728,0.6027515234375,0.136518544921875,5.394867782541539,-1.2043061638306,4.975295714552965,-0.1232097271377739,0.3211551268408741,5.381692713334573,-0.8963063756622285
+7729,0.71184828125,0.082145888671875,3.5592063800157594,0.4026343601447704,4.278167735366371,0.0289118784024056,0.8179822811674177,5.452978725616704,1.447796468549901
+7730,0.958516171875,0.09551611328125,1.26974118221597,5.468638745229095,5.381306222873847,1.072406386969194,0.4309169108637675,-0.4630188343148446,0.9267653747891096
+7731,0.968814765625,0.12753625,0.5496538311568522,5.247120426635883,5.632082641216505,0.4687010554661425,-0.0653199186360816,0.3246134318558566,0.7777045402753626
+7732,0.84776203125,0.09694375,4.180395705908119,1.401979758846026,4.707832400529171,-0.1639955018279729,-0.4589421926928249,5.417476671396323,0.774465505858829
+7733,1.3990803125,0.151446630859375,1.435993234857557,5.133266843848688,5.628628689408366,1.1690114044099833,-0.0983234780214907,-0.0568762358855676,-1.1452137619294382
+7734,0.82488546875,0.0817132177734375,0.1158376397024856,5.628359992660399,5.385725251942092,-0.0857651604894966,0.0640928656136825,-0.1164176124992232,0.2544847090774265
+7735,0.80336046875,0.25142923828125,4.037536120988759,-0.3219789159986398,5.126422726306341,3.804119203675463,-0.0623235716553552,-0.0049820865770822,3.709838885819413
+7736,0.697948046875,0.092124345703125,0.7056470414511788,4.54774634044343,5.192527823838917,0.2432391126359101,-0.2426059436514202,1.0342549818252185,-0.2920174817978936
+7737,0.787868203125,0.143948984375,1.9051974437035244,6.785492124963725,5.609827203001723,0.7391457986901525,0.3123515803758553,-0.8932080161958168,2.412341755820721
+7738,0.90182609375,0.10966287109375,1.2633341462806036,4.876905590188228,5.527574969299868,0.7932400690804724,0.0624069134117213,0.1342149995995851,-0.633038053179198
+7739,1.044397578125,0.1138131640625,-0.4016613025439026,4.545278762114891,5.325630665298724,-0.0142598278962797,-0.1784065363396548,0.0319851634515903,0.867363826780379
+7740,0.865420078125,0.09130521484375,5.57974218890153,-1.1254203219325398,5.027279446578064,0.0207687928258818,0.1287697388668419,5.8540983087149545,-1.2869377627344385
+7741,0.80175953125,0.07308677734375,1.7941778427313744,4.750069747726032,5.220083590111007,0.4637636981681835,-0.3455279117703146,-0.505477628560115,0.5284390458985352
+7742,1.09845109375,0.092334384765625,0.562050130712346,4.234415622176126,5.1402235834999805,0.3703558350848085,-0.0995748898548838,1.355546926215628,0.0250054782143114
+7743,1.041708203125,0.12594958984375,1.1318065155224282,4.379128008349662,5.413384327783196,0.69470729564085,0.1458890905628768,-0.2415929906153631,1.240935362391538
+7744,0.7729878125,0.136339111328125,1.1897276511324086,5.38023296170909,5.51874678251417,1.032771537638924,0.1470528610537035,0.1966122581346067,1.0758693768751226
+7745,0.901318515625,0.09851841796875,4.281417948375059,0.7437133716015502,4.923138129372929,0.3711494817972933,0.1794547223713346,5.629078209367811,0.3422382783757273
+7746,0.83148703125,0.197323125,1.6376583177773525,4.669498849605897,5.501174214749488,0.3404418740799544,-0.379366931626525,0.1797307346158742,-0.4047323193952589
+7747,0.646444609375,0.1735453125,0.3526161771862428,0.5296221904655922,4.8968482990206885,0.8977375095698307,4.396101948544028,0.047779015148476,1.0079230001923345
+7748,1.29797390625,0.099230732421875,0.1176123982059529,3.913314344526072,5.556252863177631,1.1642450084773284,-0.1794381963992786,0.9194187755555931,0.2422360357006819
+7749,0.981296328125,0.1821459375,0.5015378767617764,4.062305707661112,5.394443842016303,0.82892632592808,2.388876739702351,-0.2308356038153237,-0.348396833257186
+7750,1.007886015625,0.1402265625,1.672519303785483,4.74383501525002,5.586778130848159,0.2853565230129127,-0.5080229824418208,0.1030762587482361,0.1803871354248397
+7751,0.870164296875,0.091514052734375,5.719842727576264,0.3718568622910515,5.290052312923347,0.4187150008608982,0.7685115447426774,5.779137527362967,2.211844977353669
+7752,0.916904375,0.0738020947265625,5.504824411923041,2.35102836899578,4.334871280493701,-0.2378131971688511,0.8744565121807036,5.574251113761967,2.0543398618542974
+7753,0.886819921875,0.16509650390625,0.989253299811011,-0.40138245981717,5.052273712463672,1.075011801699402,3.7507693338746018,-0.1009864317003798,0.3395592843427946
+7754,1.1460759375,0.149984189453125,-0.271807938009078,4.039700985848798,5.064323362378924,0.5889130833855207,1.4330715914601206,-0.32199521998502,0.065552272021984
+7755,0.866093515625,0.22818796875,4.378906433820015,-0.5833068322116984,4.488755154918684,0.9659825841333448,4.500345233227739,-1.345093157902148,3.768787272051096
+7756,0.773436875,0.17129615234375,1.6225273539010718,4.430071229720105,5.826304900981247,0.3997006068880502,-0.2853706115748871,0.3876210844587358,-1.2472824381311616
+7757,0.816402890625,0.13633970703125,0.6244245545346072,4.2398017547857005,5.437602828098587,1.6158366141856737,-0.0899288413253316,-0.3066936065991236,-0.3971660252218503
+7758,0.926077421875,0.083136650390625,4.507901835612957,1.4159296174754183,5.106500694887044,0.6184776218781345,0.5982293804559271,5.853397954888138,0.9207029108460713
+7759,0.946956640625,0.139103779296875,0.626944274196204,4.503017172158684,5.371764138779863,0.992902283001572,0.0670376879924526,-0.1059039708971043,0.7120267208190952
+7760,1.2297096875,0.4192437109375,5.330905337119931,1.239549432522295,4.81450524993236,5.38325071215048,-0.0868501496132059,-0.2677925748017215,4.7189612261324365
+7761,1.21598265625,0.108154814453125,1.050016500288505,5.008319177983747,5.3082251444033215,0.770798790765707,0.1554608365596903,0.3439497556813344,-0.2461039625478912
+7762,0.821827421875,0.154767587890625,-0.8528003336086198,0.9461281890309768,4.525853202797276,0.6921862456919144,3.74663789900219,0.5368468971520477,0.1071097698119012
+7763,0.89759765625,0.09641326171875,2.4708853635795784,5.508116908571468,5.58893502004345,0.4165822463059305,-0.3441265397134256,-0.375972913137698,-1.235950974711776
+7764,0.98642921875,0.2184427734375,2.8219581812570973,-0.410103516551775,5.0481294080072985,0.7011980102120702,0.4670701352462655,-0.1098792844149601,3.876626909924195
+7765,0.680522734375,0.157771689453125,1.7337337822583443,4.622689503759405,4.704283463462204,0.151814614501455,2.1287314228385203,0.3325869280547411,0.7538904185143621
+7766,0.76839046875,0.16558078125,1.1519259470687306,4.90337636801222,5.841749255572475,0.2670509106910173,-0.4194107627457993,0.0850688792010366,-0.8018933998489741
+7767,1.08783734375,0.3810905859375,1.9209097225613092,2.1448536708039287,4.489419289837595,4.7304788498200265,0.0181360535418299,0.3528199259953339,3.0235377118928977
+7768,0.6428033203125,0.104387392578125,4.756097792791164,1.9539781253988653,4.449275759511527,0.9094024917654824,-0.6854577276017598,5.502578659539374,-1.091419588553023
+7769,1.17193515625,0.108933154296875,0.9141740035027136,4.446327167326809,5.70759423484632,0.4703894574982296,-0.3325090635262714,-0.3617289916758195,-0.867012479313891
+7770,1.7553428125,0.22055724609375,-2.239421516561605,7.66589675391286,5.875324579530234,1.026523465686192,-0.3785376497046862,0.7521231005346286,2.733137122654196
+7771,1.4010415625,0.13499908203125,0.6216092464710358,4.481789614488426,5.203582084804724,1.94114712345256,-0.1883310927645893,0.1540144036598884,0.3672499614335125
+7772,1.176578125,0.085725478515625,-0.0520430689681989,4.788325213640177,5.2559206606994735,0.5727344697880513,0.1148253791808347,0.6201041450198498,0.3413676028484798
+7773,0.735286328125,0.12860802734375,0.4893089731497584,5.4747120424285205,5.394200074237004,0.887506820973394,0.1166282157688128,0.1815045034626294,-1.0032208987513398
+7774,1.13247890625,0.101348486328125,2.217740493960926,5.08181831863307,5.683636102034587,0.9999670077485024,0.2427458876245256,-0.1043742993399874,0.321782017270228
+7775,0.742643515625,0.11834931640625,2.095407137713587,4.865797235245898,5.672047203959775,0.8781463799375939,0.0748376532414991,-0.2241138709710271,0.32781312053887
+7776,1.1367778125,0.15709537109375,0.1676277234367585,4.775614117879443,5.515715922684825,0.9258472197280436,0.4636968859508719,0.0639705925103762,0.8726434305717967
+7777,0.77595265625,0.180600078125,0.6321973480849922,0.5548168136808936,4.869970915322531,0.8544940261320623,3.679081623832308,0.2855411877059985,-0.7135928912747629
+7778,1.023043984375,0.12646447265625,0.1299912005926433,4.2911494237821,5.656782024675346,0.4420209845143892,-0.1286348795008481,0.1828328328183294,-0.0711275921994345
+7779,0.937272265625,0.0689694921875,0.811620647592731,5.0168505682201,5.047296502873972,0.3753137632083244,-0.415459110644034,0.7385871524359733,-0.5447923845584325
+7780,0.897616328125,0.077412294921875,-0.2016910994474142,5.058508981956567,4.960115081352641,0.40811928472084,-0.2893178284579578,0.4143908921030477,-0.6359672132040838
+7781,0.7647015625,0.16796619140625,-0.2221361244869042,4.828675210203001,5.285752748766339,0.1500508711453632,0.2332189356270655,-0.2533256211438569,-0.5203676283603309
+7782,0.93793796875,0.090822734375,1.0482066630448943,5.2224629188375165,5.466703084599076,0.3265974344633873,0.1381469430242788,-0.4565896140907437,-0.3207074725228128
+7783,0.91133,0.14891900390625,-0.4310098464591978,4.878845825774483,5.369713869990225,0.533555391511893,-0.3803171138844901,0.5432405497467921,1.0073042066322646
+7784,0.827774140625,0.096723515625,5.073477949875064,1.630481872422225,4.952972283996266,0.7441616360972971,0.3053837170256462,5.585921443398064,0.777511094889081
+7785,0.932038046875,0.081353154296875,1.2553543402592244,5.100813931257705,5.037601593357404,0.3491116996520156,0.3311020286424961,0.3286258837369558,-0.2779366236522089
+7786,0.83888515625,0.157412236328125,0.8399773060667045,-0.0012830104080865,4.823280700030513,0.4942461316698247,3.473806258716716,0.1827436424584466,-1.1990039062287992
+7787,0.82492515625,0.103669072265625,-0.9889538537075157,5.044115755215398,5.680805273000108,0.5662578181691809,-0.3389763369097646,-0.3228808910656311,0.3151578707176769
+7788,0.728712578125,0.112463544921875,4.880085051648312,-0.5937345119805079,4.728365840021315,0.477185436283458,0.1365186109646234,5.958989260558233,-0.7723021733381399
+7789,1.1296815625,0.13826423828125,1.328899834934571,4.562093038460376,5.288816021220318,1.3329745238671773,0.0616012604479731,0.3564009310411943,0.2776794440433716
+7790,0.816523515625,0.0771842578125,4.970416341736603,-0.1816696321498643,4.874135189187307,0.8710685089152435,-0.0651281281434899,5.6228823563234585,0.8642315559246627
+7791,1.224326171875,0.096701318359375,0.0449679103623588,4.683585619829136,5.10495162291231,0.6533871899975213,-0.0264109044353594,-0.2319515713845212,0.1103931003462048
+7792,1.138691875,0.102875146484375,-0.689318306365881,5.29731741334036,5.474519313560945,1.1169299893773668,-0.076672248559934,-0.3111888739770321,-0.2490560289985229
+7793,0.979111015625,0.131096044921875,1.4725264724347538,4.957786434252264,5.851711171292567,0.9240312359437128,-0.3676701188332578,0.5468495504152994,0.0129083090104335
+7794,0.766333203125,0.198633125,0.8618680806678247,-0.2295481101151106,4.102517935317559,0.4909011067331832,4.058264274600112,0.087263336821194,-0.6027341946645304
+7795,0.72558390625,0.0640984814453125,1.7225337145711608,4.962589594509058,4.722925015005961,0.2507722776013666,0.0227460555989386,-0.6133700625813244,0.5444899529296721
+7796,1.041832890625,0.06880806640625,4.2920456011242925,0.7888685665196393,4.725231293267249,0.5899017022222388,-0.0927180118058536,5.766713225249208,-0.1410603566482238
+7797,1.094049921875,0.097591259765625,1.1983548231834524,4.224070467904444,5.196421202518015,1.111147115576039,0.1753371258311656,0.110194806565192,0.5674009106854667
+7798,0.844220703125,0.100151884765625,4.122364702444124,4.684834046916681,5.341265096572565,0.7881550161137284,-0.3718119618369295,0.0225147128750467,-0.7850638937362582
+7799,0.68934203125,0.085531650390625,4.584972012495239,-1.722095511297407,4.997616272146666,0.5024085872477315,-0.2690608538464941,5.147018827445782,2.2261642677080147
+7800,1.1795834375,0.107173662109375,1.6037202596333051,4.151423533486087,5.038871663520184,0.8374718318509751,0.2343057025233408,-0.662679648157914,0.6401873371825257
+7801,0.97297859375,0.540927109375,2.463629796276299,1.32127903455657,3.922999046891328,4.779146049741303,0.1239017763618095,0.2874351393218967,2.549853832745209
+7802,0.955625625,0.107606923828125,1.2063772950210037,4.98654369080908,5.3011324723498605,0.9439234379211716,0.3536938627016317,0.4432329661017314,-0.5248040206859188
+7803,1.12353203125,0.1663573046875,-0.030208622340893,4.495749782609148,4.530556839891023,0.2912728012406503,1.7426659650639154,-0.3651057755975904,0.4656609390837989
+7804,0.999211015625,0.077054033203125,-0.0330395166870011,4.940952630610074,5.083901913114175,0.5647711984448971,0.1990828473606012,0.3636057618790159,-0.5968244038700883
+7805,1.054354140625,0.09556892578125,1.3435395916350348,4.431766572461935,5.3321163765283695,0.4212761766734388,0.3170465261945749,-0.2380149213041089,-0.9966521796163
+7806,0.7530784375,0.10744009765625,-0.9668790040963178,5.259515261532535,5.169331330173463,0.8287951429076035,0.1696707327905258,-0.3554867347119064,1.3656596377080246
+7807,0.804662265625,0.1666267578125,0.6636494356034373,0.1261301257258131,4.2264340746201885,0.5928663513073515,2.966603785952453,0.572077434659163,-0.3400427201222769
+7808,1.198566640625,0.47510109375,5.995479835548228,2.052587666770452,5.411326752671631,5.412584884268636,0.3576125610284547,0.7787533377711205,5.058785012652989
+7809,0.905143671875,0.111893447265625,4.665346988994387,4.227676739227506,5.487566384404532,0.8678266637110226,0.6262417052768782,-1.560634236945906,0.1023949660564013
+7810,0.78613859375,0.13641712890625,1.1138906109239564,5.013379918324517,5.226670391757691,0.9724603160062796,0.2261360385725515,0.2422136049810452,-0.8569542491933013
+7811,0.699492109375,0.121673876953125,5.003265828524607,-0.0793614577437044,4.51813171967815,0.6541665982708744,0.3397967778267213,5.344338620885591,1.970922938257575
+7812,0.74374515625,0.122937080078125,-0.0529945734054163,4.948874338676252,5.667419112524512,-0.5091281421484611,-0.3730983474862808,0.7186461542753915,-0.4044095878664338
+7813,0.95759390625,0.1238768359375,0.3842532967465128,4.858078871682554,4.785338953060492,1.1537407876020622,-0.6018725363735096,0.5934548665602979,-0.5590156166198199
+7814,1.541596875,0.3452939453125,0.9176279521890496,5.393502279462028,6.070137697729474,1.229749333702672,0.4322445133887706,0.4657152864494022,-1.5214402360363817
+7815,0.80156609375,0.0795144482421875,-0.7126571619406351,5.117552354858495,5.470030754144716,1.1096185555907618,-0.2181642068959542,0.3326057538767179,-1.3624511801832444
+7816,1.17977140625,0.1474199609375,0.8347165648064934,4.386693670330756,5.343498146435573,0.8064429832664635,-0.0760171545560286,-0.3345297266763612,0.0939647896918467
+7817,2.37992578125,0.26964583984375,5.778618774041222,2.768009452438021,5.9584124045629085,1.401321820613908,1.1736867174009185,6.91514219785628,0.0644395823291672
+7818,1.47799921875,0.5826956640625,2.2993317151446235,1.3652496523266784,3.696954619771684,4.936299192825379,1.991454721482608,0.1246371512814152,3.2060123968560017
+7819,0.850471796875,0.1140021875,-0.4347682566044338,4.2614611833424565,5.33681647956263,0.5558439711184957,0.0491390286312548,1.9911772105820955,0.6382505775208782
+7820,0.987358671875,0.097696279296875,0.6224868365570221,5.2113978991675785,5.688801618789375,0.7141986282581027,0.2938772880040044,0.4969857564378411,0.4500104199648075
+7821,1.058798359375,0.11504697265625,0.9712128002718248,5.047480578441536,5.591879577332971,0.5566012839306383,-0.1776821259759512,0.2717176858609055,1.399584999102358
+7822,0.84363296875,0.14981255859375,0.5965761188456891,4.783752006003722,5.410660561522399,0.5788144939319737,-0.1094878762661326,0.5896285869514942,-0.1693869914804367
+7823,0.96445421875,0.143371689453125,0.7568863907374379,0.7111228839878359,4.196069358253904,0.0166989870813941,3.9485121595985975,0.3287295432928107,1.2762625079318468
+7824,0.723427890625,0.097257001953125,-0.6375642492403083,5.4245648251298375,5.346085533470973,0.3421725395075218,-0.1396501579076744,0.0878035481558065,0.5868623112162491
+7825,0.820244921875,0.090195029296875,1.2372444715135584,4.644540412919677,4.984629004268946,0.4280110585866711,0.4262781852251295,-0.0979441670399509,-1.0184888486423538
+7826,0.945201640625,0.08959251953125,0.0801420226798658,5.229591116018523,5.30400125596813,1.1015636791601324,-0.102447842272751,0.5972918739315702,-1.0804926795137546
+7827,0.73586234375,0.10990111328125,4.862709751726238,1.271668350445452,5.177735271817214,0.249642598702693,0.0535732869981571,5.882094488629386,-1.959495714561582
+7828,0.91685125,0.15218955078125,0.9107845569792952,5.509091012900564,4.526479845554425,0.2158142895738359,0.065690311257234,-0.3984147701044621,1.2174729903117196
+7829,0.770975078125,0.165153515625,-0.0486676896172704,4.849635727162799,5.588715440157436,0.4220036734193401,0.4402039713458063,-0.008036701161574,0.06745877681452
+7830,0.83823671875,0.080250166015625,-0.9611508275262975,4.510979433369513,4.775119223002209,0.5325968522915036,-0.6570839642115032,0.4751484018174636,-0.7234149683206843
+7831,0.978066875,0.17918265625,3.9314633495374056,0.6861801213683769,5.354683685596169,1.7139273426717332,0.7247354447141595,-0.6511505435615615,4.417120335095765
+7832,0.819885234375,0.10272630859375,0.3838520669867217,5.022507512303971,5.033337714915333,0.8771546541880348,1.267942659214788,0.0016672640124932,0.0164734354723135
+7833,0.91311421875,0.137091640625,0.4031234668603408,-0.5603302604643323,4.838233661746924,0.3476627074968826,3.937793533539927,-1.497517046615065,-0.8908728849108932
+7834,0.897649140625,0.09226296875,5.075957403868745,1.9783525595222071,4.956466268118645,0.17614185059326,-0.2580190405705473,5.722096076975047,-1.5758514463764968
+7835,0.815266640625,0.0810458984375,4.88619706344634,-1.472318916279145,4.472203613496818,0.1236787891581115,-0.4164516499524087,5.650413492600811,-1.3735094514159487
+7836,0.891533203125,0.1209735546875,2.7813077823101704,1.7155857508255925,5.162335437008868,0.0821720431138177,0.1703215327556856,5.815457725661832,0.2604954522354351
+7837,1.110123359375,0.14960671875,-0.1289031717521765,0.172332790335339,4.1828847166418015,-0.1847339988697968,4.440043455999063,-0.2221604494449032,1.232799951202095
+7838,0.91744203125,0.163663466796875,-0.5544031643130584,5.134389317555609,5.440176892633782,-0.0415380922976235,-0.010164695649396,-0.3095131897158915,-1.5876920296597286
+7839,0.994576171875,0.092224560546875,2.1505472161953763,4.573308491383838,5.488268807225094,0.8657988605789338,-0.2101958904094179,0.7921178015533985,-0.3596550713059616
+7840,1.093422578125,0.113996201171875,1.3132615173150723,4.857041858929492,5.420689161923107,1.6602728033433698,-0.3351453912203956,1.070248747340022,-0.5265946059457571
+7841,1.238158515625,0.4695514453125,3.2130180176262755,1.462995440091496,5.055389763651139,5.003992271917155,0.2953936524847826,0.7934822520208287,3.7744506622126206
+7842,0.80493609375,0.099444365234375,0.8254569692243141,5.017269404101353,5.621093004993619,-0.1808100316868787,-0.4932487151424237,0.8010480712843913,-0.5685555915012898
+7843,1.08400796875,0.4365770703125,2.829741907068457,2.214640666704205,4.971950137902367,5.250589329793733,-0.6700158797534385,-0.3068173243204764,3.726915405565843
+7844,1.59246203125,0.4864911328125,3.5032719638464966,-0.9874046401244972,5.100797431086297,5.448037617135114,0.643232748093064,1.1539340531826927,3.244295443382707
+7845,0.724569375,0.15720099609375,1.4135510198185752,4.584943166327933,5.571432959509791,0.924476677806264,-0.6480216275395232,-0.115842856634986,-0.3884881987550876
+7846,0.73366171875,0.08653021484375,0.1658540550442764,5.168405458979393,5.226393740253223,0.7318771387056151,0.1059090713701575,-0.0839375911170387,0.141696486043288
+7847,0.2732594921875,0.13189177734375,0.05305879109085,4.656571683960101,5.684610030129063,1.4876717610283838,0.6288134300607559,0.2054012854040591,1.5946498739187087
+7848,0.76859171875,0.091037568359375,4.533198763839732,1.820808961041451,5.0860914751606,0.0761615984047366,0.1457679516473127,5.5870766168405055,-1.3915761021042508
+7849,1.0165375,0.120042197265625,2.731116855851708,5.236157290973627,5.347670214958016,0.7855658506133781,-0.1762297721419317,-0.3997399173795899,-0.3634006923594143
+7850,0.78866921875,0.104201357421875,0.7095756662788338,5.071395279321507,5.306898087884794,0.7192290522313028,0.1315980194406098,0.231481024256609,-1.0335329714471926
+7851,0.758435703125,0.090355849609375,2.7494771159122715,4.982004275041863,5.481316057368507,0.8758020331160857,-0.1809607196940903,-0.2579217193199171,-0.2731556339604615
+7852,0.74325875,0.0767875927734375,5.024399940098345,-1.2887697336187638,5.057908133479729,0.6578196091155505,-0.6043924865777835,5.68042871956744,1.8127536517329752
+7853,1.5563303125,0.122916083984375,3.903779427350568,4.643844517865196,5.454950520570832,0.6071676071344696,-0.0917119898099934,-0.1771962387172975,-0.3759198650117809
+7854,1.170288203125,0.13755431640625,1.623058872230816,4.335202835537382,5.127758858009592,0.5887636298433059,-0.3579700966753052,0.4394119774253483,-0.3388391868394844
+7855,0.95408015625,0.096938349609375,0.6979149778896948,4.99031348430856,5.586715583632976,1.1757415096158736,0.2581223631316963,-0.0534914458543183,-0.8340388537001482
+7856,0.86664828125,0.11269818359375,3.144194500709233,5.473078321401553,5.564557745151998,0.0569415433772515,-0.1919877870324075,-1.0392811918047975,-0.2108315130003056
+7857,0.981335078125,0.132316650390625,0.1632728130513834,4.23838019472275,5.099689974118997,0.3703495362938096,0.2998655581670889,0.4410928538992713,-0.4793519276846212
+7858,1.1377640625,0.117797822265625,-0.3670721250686267,5.374613547601958,5.452756126444708,0.0772931624478171,0.2096751541164467,0.1129337624339021,-1.0345102760092604
+7859,0.9595415625,0.1027383203125,5.573322034934815,-1.3450061164015423,5.059433529357681,0.6776076291768294,-0.5839000490063148,5.436352044048395,1.963268505562224
+7860,0.88543609375,0.0939396484375,2.0684194218095096,4.287120733617317,5.564891236390412,0.8671571606260001,0.0440281165144178,-0.217041223759731,-0.9815795768603288
+7861,0.8369715625,0.114537490234375,6.291007703313649,0.7152703567773202,5.071447203777866,0.1736522371696425,-0.9108275593633306,6.067987348673297,-0.6503914174124974
+7862,1.15171921875,0.108615693359375,4.727776065801284,0.901283197684323,5.266719163353902,0.5850734233689514,0.0702848080221205,5.456113815115174,-0.4253770082951998
+7863,0.85808828125,0.14585609375,-0.4964041052670045,5.036581944100282,5.339156496429391,0.7000349427537131,-0.11486238097351,-0.0729764876467859,-0.4606514762167482
+7864,1.56624,0.160118671875,5.443260952198959,1.3942244603722145,5.523864494182078,1.3516526863746103,0.3650818419284342,6.276787711465641,-2.2240853193222088
+7865,0.993785859375,0.1128866015625,-1.0643885930581205,4.763923688401847,4.985454052997437,0.4541332564258158,-0.0298479002876505,0.0236054542536567,-0.7174845889245397
+7866,0.74688,0.17292841796875,-0.8853824069594258,4.472594648707718,5.2661551106741324,0.5915135557235681,2.987205945796989,1.1230312761551131,0.9906620698148656
+7867,0.97081578125,0.141292939453125,-0.2283656072801664,3.9679207514643,5.271916504332757,-0.0895911270313714,-0.801586321669059,-0.1933752597603652,0.1194935319807463
+7868,1.83709828125,0.27052435546875,1.2706561539326218,6.889402224450087,6.35827542036415,0.8557063420408784,-0.430030941560484,-0.1245200134285714,0.7872799362498195
+7869,1.0124446875,0.132201435546875,0.7827898614254307,4.530539487323532,5.386401401200318,1.2296855606389108,-0.1405979490954393,0.0937844116957006,0.1138591009304244
+7870,1.092921640625,0.135236728515625,0.7686600028651622,4.602181100535799,5.5448570407129845,0.2912639244100449,-0.2384248061039603,0.1247495389554349,1.0179870667780782
+7871,0.874216484375,0.163186982421875,-0.8349297891076315,4.937747978086734,5.477000790195098,0.6422941398529387,0.4262506816003754,0.7128539442388891,-0.6334959854645731
+7872,0.93993625,0.144415869140625,1.5171749218624373,4.879207780380637,5.512781352808423,0.6817353993497864,0.4038786000300275,-0.2389908735360414,0.0140127305652624
+7873,1.303998671875,0.1604325390625,1.2592266582235117,5.0451774890934,5.434221365179647,0.614408330653273,-0.1311683715023436,0.6048395050811444,-0.6955074828596702
+7874,1.069714375,0.67598171875,3.7504333214500662,1.694618772560127,4.943455352090167,5.452879252901206,-0.3601741384007529,0.1293899748236974,4.420375184014064
+7875,0.798113359375,0.102878740234375,4.060922853232192,1.0599594583170944,4.592941373272563,0.5336106090735155,0.3421979462023679,5.775050825930687,0.806945684293148
+7876,0.880693515625,0.13075158203125,0.8444392241133267,4.811448448418061,5.562946041325179,1.0762069088535198,-0.1426321215815381,0.4159794099675057,0.2141015268764062
+7877,0.843788203125,0.1797221484375,0.9133913244362124,4.477445872145209,5.711689369454861,0.7182717164083879,0.3220989348033316,0.2490886520156786,-0.7940815073969527
+7878,0.94206125,0.15779568359375,0.6562810725066518,4.656470604859435,5.469188772976887,0.4326808655476304,-0.0047450248729234,0.1642204985949587,1.4294005100443388
+7879,0.703463046875,0.126937353515625,2.724911927073743,6.371524811712101,5.59709481894361,1.4199681944219067,0.1858826179645493,-0.1649967300313456,1.3665702498615813
+7880,0.936148359375,0.1629403515625,1.3495461612819932,4.606114412547744,5.6717876320772165,0.8006559255175287,0.0668845679457965,-0.1314722770863634,0.0127490318628647
+7881,1.3317484375,0.40607328125,3.696090116122597,-0.1187488387101711,4.430632613449581,5.09979990503957,0.9568855596128518,0.306987233490776,2.842652413559209
+7882,0.69465890625,0.082555751953125,-0.4976908211683152,4.944246068824482,5.12163349886044,0.836288823827138,-0.156016778717466,-0.0848397787532645,-0.329501488793762
+7883,1.32291453125,0.094596162109375,0.2078944767732078,4.828028298262129,5.6410053428639015,1.5526157112946766,0.550411003108776,-0.0125821702427974,-0.6663635442394618
+7884,0.5965587109375,0.19030369140625,-0.8758058466256067,1.0987781229494038,4.115257887633036,0.6019293162369136,3.4333317097285767,0.8416011514335957,0.975441041607524
+7885,0.85939984375,0.1226946484375,-1.594885872833874,4.316020190161458,5.35788239889784,0.4156811432377947,-0.3023235887917948,0.4556300585842635,0.7023310623057738
+7886,1.225751875,0.110111748046875,1.8880146981197163,5.168053927727234,5.501546095617526,0.9265784548638056,-0.266917299310911,-0.4016865301314145,0.1386731017368423
+7887,0.759250234375,0.158925068359375,1.217107779036404,-0.9532754383710972,4.796264344734646,0.5573211571572982,3.630766426029783,0.6021049922915336,0.867729920246687
+7888,0.9994415625,0.11445046875,-0.1137795094273041,4.816546530211673,5.3994398077936925,0.6470338357410562,-0.4077885166448911,0.1750349623974329,-0.0983670611866323
+7889,0.839394375,0.128468798828125,0.8235249553494766,4.70059623831999,5.729880838692025,0.3656279244858359,-0.1893942944786296,0.0830384870402715,0.5694034864321191
+7890,0.83251015625,0.083549521484375,1.4113893174361027,5.308365064480033,5.4082604759901205,1.228338145001484,0.3126806862999939,-0.1432156541634228,0.2477955301910729
+7891,0.9170190625,0.19444029296875,0.5758756199898568,4.785490095072604,5.268675709687614,0.6480490728370215,-0.2137771977615385,0.466245168378673,0.5720911744016918
+7892,0.588120625,0.2346831640625,3.910278863718701,1.156698592510677,5.55731537894611,1.0246839923144664,0.0623758668606186,5.89770479485931,4.460819028414822
+7893,0.741972890625,0.084905146484375,4.81441691693504,0.7319643498336915,5.243420002777558,0.0714585103416435,-0.256724002836695,5.602738319923452,-1.8145556231300848
+7894,0.768647734375,0.12791912109375,-0.7019077046812198,5.113846762019747,5.411179891447212,1.3829065208089864,-0.1761147030038715,0.6064057544009098,1.0947900687779677
+7895,0.810030078125,0.10969947265625,5.015310295571492,0.7282330979541749,4.948456890827039,-0.0160159029635574,0.1242160646650576,5.710495952986735,-1.9028906581611391
+7896,1.174622578125,0.1131806640625,0.3673635532012567,5.270108416988951,5.077908226560702,0.6234271891862773,0.412773928350477,0.74525073969136,-1.1828657974191812
+7897,0.997672734375,0.117176728515625,1.9810617067534408,4.993189814410395,5.578760893559779,1.1277120183639917,-0.782206185807528,0.6530118139039647,-1.4750936100828462
+7898,1.08568421875,0.11266396484375,5.332311143222392,1.4180941769968722,4.87171079344269,0.3645821370240961,-0.4660449625941498,5.831962150278851,-0.1513939880714053
+7899,1.063535078125,0.099049501953125,-0.6486574593966653,4.761381242303199,5.433597004067329,1.359936378390764,-0.2611535186979683,0.9335797131344372,0.2115651147302402
+7900,0.8757303125,0.12733701171875,0.4023715220789382,5.314014490625054,5.466734427503686,0.5025261608857587,-0.1505828718899381,0.0214946086602574,-0.2995465157554129
+7901,1.34504921875,0.48791546875,2.500816186692701,0.3755296462417516,4.373987276178823,4.7920761032958845,0.8018032377924911,0.6718804811308863,2.252123951844424
+7902,0.767998671875,0.16805619140625,-0.5931368457918265,4.49259952014363,5.412327673629821,0.3269847511726536,1.8481177646183995,-0.4142903636992545,-1.0291882646741353
+7903,1.02150453125,0.11532421875,0.342292804999978,4.298215366253826,5.194790946943417,0.4131731035913141,0.1997183510149976,-0.1292253687092041,-1.021825841407261
+7904,0.85414046875,0.10190658203125,-0.0243134815931003,4.498797659153263,5.30936947502704,0.7616139185453722,0.1872502955667002,0.2438946180073979,-0.1652875631741895
+7905,0.983476328125,0.15050267578125,0.6316655226868986,4.5670452222680735,5.1665679752514,0.6052761086005177,0.0720010208286689,-0.5094349847803674,0.4463377856732913
+7906,0.642042578125,0.1687325,0.9996149041182516,-0.4656703930952846,4.208348450027748,0.8816174887312358,4.3813135816044975,0.4810916762128358,-0.4916328479537075
+7907,1.087688984375,0.1195861328125,4.017642981240753,-0.8153484203420523,5.452444485441068,0.9139047048238788,0.0866602849045806,4.910074788099573,1.0119764392572803
+7908,1.091056484375,0.3131016796875,2.7151742005749533,0.9990579055935618,4.631985201464424,4.149743245800986,0.3647088631325491,-0.2309148536835976,4.26786886836633
+7909,0.870764140625,0.110895478515625,4.742647456091364,-1.3618834895523029,5.423208424909933,0.6816628367929751,-0.2238019546213121,5.37418470978912,0.1355240175994929
+7910,1.05786609375,0.119752958984375,1.0862359839947993,4.669168968483008,5.184292322655913,0.5111493623798655,-0.342602125997219,-0.3092223236859233,0.4266522899804409
+7911,0.5812001953125,0.150862734375,4.983692949086851,-1.898275913411992,4.705370800598872,0.6984527267654181,0.4027527628967755,5.159777724682908,5.026558740352064
+7912,0.78440609375,0.084634501953125,5.231974974060903,1.1921177129151517,4.69661172240686,0.47637104656086,0.7347890335390163,5.641149351606377,1.7528561202036248
+7913,0.847568203125,0.0752915478515625,4.818129370314715,1.585237092151592,4.54376946973125,0.3301865279720336,-0.0064508859610738,5.43746686320674,0.7693574771999799
+7914,0.6534461328125,0.131061240234375,-1.088242249014396,5.174593609114736,5.407953310147092,1.8066269974943832,-0.0505367137539532,0.1880088760115499,-0.3300379722985235
+7915,1.08786296875,0.13437798828125,3.013876240761236,0.6633484305109927,5.29972448183504,1.1361239906574467,0.7177378219908235,5.330296090853007,0.8542459225628287
+7916,0.759214375,0.087084716796875,4.803627302368859,1.0219396436018664,4.527827359356728,0.6684241852813826,-0.1194208745706995,5.76283645449376,-0.9567348006028242
+7917,0.7120090625,0.117222333984375,3.893752168235305,0.6724391231575644,5.08247769021633,0.3589703818802954,0.8209640022866952,5.747959506486831,2.082051861694226
+7918,0.8237453125,0.1771501171875,0.416514025582831,-0.2229768393232709,4.461510133174859,-0.02087428444916,3.018992275456985,-0.7697454874552876,-0.4627842137254686
+7919,0.88067765625,0.1665439453125,-0.5322683691584686,4.462456071684492,5.591190406664493,1.2144793147632558,0.0471069619482363,0.5620162221987188,-0.2682140612049187
+7920,0.803573046875,0.084458076171875,0.3220368592993107,4.664297232801596,5.392933835113029,0.1328549186182104,0.0154920624373972,0.3191300141355832,0.408166687418275
+7921,0.5041391015625,0.1699783203125,1.1908375219551162,0.3487981033141321,4.617379782841747,1.1826483301794468,2.9417227352526227,-0.1236834550204695,0.3117785279214214
+7922,1.005095,0.16690279296875,0.0413081325033183,4.58501061127031,5.502105593462634,1.6995769072463511,0.4026960062795522,0.0968243951209173,0.9200343641814794
+7923,0.786214296875,0.157661865234375,1.2151763824036286,3.9647645254026793,4.971750607807701,0.1084132806239013,3.446407419110568,-0.6291741208970504,-0.661907891056548
+7924,0.831631015625,0.0793308203125,3.873894193000895,1.5759575945153252,4.7566331711097005,0.3039580720678728,-0.2920557392774607,5.888456931795829,0.2283464184400958
+7925,0.90033171875,0.137862763671875,0.2890663895813694,-0.0234409601461654,4.53372456908698,0.5782085671817477,2.828978201472418,0.1316721960272465,0.6518481936858833
+7926,0.77530671875,0.156221025390625,0.9833675266347436,5.148760624487277,5.696605291000746,1.620142159364263,0.2522011245834807,-0.1415604210685364,-0.805917405609094
+7927,1.14176671875,0.20118578125,3.978421296613982,0.553617912525947,5.28961774874043,3.345177194336136,0.9961057696000696,-0.8114644702702083,4.887709248449577
+7928,0.96660328125,0.1733448828125,-0.8073399838830024,4.2791565103615286,5.345152285460193,0.5176042791504883,2.9487273440063286,0.2546799969046903,1.353691587880872
+7929,0.884976328125,0.105721416015625,5.336929554238329,2.16021782244434,4.792760436927376,0.2555781422303857,-0.6619587692111802,5.659841418229477,0.8447519187620154
+7930,0.935307578125,0.121471044921875,0.6357222059589864,4.710444860679051,5.684125528798694,0.7792199909268668,-0.4662909713005584,0.4019339317992196,-0.4520087012908058
+7931,0.87159515625,0.14747876953125,1.209339496446065,4.049819407358622,5.252778151662645,0.0883685153929403,1.954660785624605,0.676000954467158,-0.7826701537838173
+7932,0.730216640625,0.148783388671875,0.0982865934571456,5.223529405391441,5.366614730379406,1.8892794148882657,0.0762117951372158,0.4408274829468136,1.6288158800758386
+7933,1.0657715625,0.124885595703125,-0.4943736804489399,4.604553699756186,5.411572377762176,0.5185178526076074,-0.5748848636007338,0.610760607749441,0.8201412244743631
+7934,0.8293775,0.1599068359375,1.7438568865231645,4.787879934097549,5.458287948470249,0.6570349489636246,0.2756902291286652,-0.1809549422167837,0.4671125738676653
+7935,1.01540359375,0.12143802734375,-0.8793503557851668,4.934202167434605,5.302912632801116,0.3904903747313713,0.857130697517682,-0.030923024960212,-1.2617093329927855
+7936,1.39767265625,0.537819609375,2.273014411136593,-0.2802252313829249,3.8761146384828433,5.121211535684272,1.583034922830165,0.7201870591407212,3.387874058130948
+7937,0.73509015625,0.074777255859375,0.5848876856185943,4.440150499321226,4.825480472513164,1.0854135043220596,0.2863200763840833,0.9352790512827422,0.2143931681140893
+7938,0.757423671875,0.142740380859375,1.6942432513187975,5.186579230031192,5.253179775283984,0.44931294758407,-0.3355542341073138,-0.1507273301968691,1.3558389122779706
+7939,0.872635078125,0.1094732421875,4.956708380799904,-1.108752342442826,4.748091955367116,0.2469995391534523,-0.6098668599540543,5.63343792595887,-1.6326737731017409
+7940,0.750156171875,0.092167548828125,3.5617608299435943,1.536398455420453,4.55514523241118,0.8367560824309404,-0.075583379058761,5.856494189385256,-1.4450481749345752
+7941,1.112983046875,0.34418421875,3.836233064322542,1.9953342664643932,5.030895845646897,4.49811823046315,-0.3554499810710391,0.7014345894367668,4.367928148796047
+7942,0.994830546875,0.118483134765625,0.4680292925078497,5.035847545978647,5.604624929747402,0.9532806349137646,-0.1897138769708193,0.4845128979470643,0.0505626524980743
+7943,0.777203515625,0.13459642578125,2.015832739791767,4.593781763008589,5.398262836918017,0.7582654669976951,-0.0043539712182713,0.1346181186831242,-0.749834620939295
+7944,1.026709921875,0.122023134765625,-1.098668171389375,4.409883046919916,5.2911529048237815,0.360242873655874,0.1082378176551259,0.150136655150528,-0.476762301871373
+7945,0.845954296875,0.1684324609375,1.79217191476392,4.822916640146556,5.251137573901158,0.2571911349945684,0.0267015342203194,0.3199160065386585,1.2030879202857805
+7946,0.808363203125,0.1795355078125,0.343184196483974,-0.763247129363574,4.578540407250179,0.604868319284206,4.007971548705649,-0.6283299835957211,0.6060926413074048
+7947,0.860877421875,0.15229578125,1.562692578479286,5.008334774761493,5.396442561193297,0.9279743261350508,-0.0406481003139486,-0.0531130559614176,-1.00505669023427
+7948,1.176099921875,0.097582255859375,0.950245903551774,4.4618631011666325,5.500181179360511,0.8822945516397294,-0.202904536583856,1.092410690755825,-1.5541352645201154
+7949,1.017970234375,0.156950751953125,-0.1988950037986082,4.641841530383524,5.916253787360889,0.4765049259976452,-0.6096990863615073,0.3832926802739788,-0.2384900573863068
+7950,1.043213046875,0.600995625,4.984273609724583,1.8581630750638711,4.914883982789579,5.398030061129622,0.1784411497704319,-0.9673357405309312,3.720122045027959
+7951,1.1959928125,0.3474088671875,3.5018062362547817,0.6791444563303983,4.990756225655228,3.2122174247440025,-0.0338161666321293,0.3544427464232735,4.3103855985802575
+7952,1.04999046875,0.085970322265625,0.2992427320555522,4.60306303500253,5.132086683827866,0.0871795290782363,-0.1243474533500981,-0.6580648030302886,-0.3620696184658141
+7953,0.8860521875,0.075303544921875,5.133118174434754,1.4143627639699858,4.85086946503142,0.4807764963661658,-0.3221790098883269,5.64339662650297,-0.7624993845182199
+7954,1.133838203125,0.12516765625,1.4873305070140954,4.441167726759499,5.156005038531066,0.8962959301508603,-0.2232848911218002,0.4824825135454721,0.5226215083368593
+7955,0.7868853125,0.159037294921875,0.8384370906865216,0.5884958580824056,4.826415373023416,0.6275419307306006,3.9142999787931294,-0.9326817758188668,-0.2512175223396234
+7956,0.7670703125,0.126201025390625,1.274120082487071,5.11609541844397,5.205564344437308,0.6856332124838252,-0.1007729631206926,0.2374827272946657,0.9852321931407428
+7957,0.853773984375,0.102994560546875,4.251981310875562,1.0586520456451038,4.481552618383876,0.6383535984971194,-0.2034415217234761,5.529747355819537,0.8741018616940657
+7958,0.857726953125,0.1152366015625,4.268151612024739,2.587804774038729,4.608585598497505,0.3870233296116218,0.6881253989194542,6.33757283615086,0.99304729965977
+7959,1.056096953125,0.1509953515625,1.3276105103999507,4.238596906681572,4.921281424675366,1.017703451462134,2.8062776155866227,-0.850768323922344,0.7390101909676277
+7960,0.7364040625,0.194878515625,0.7984682362532657,-0.8259910691275789,4.83151708322286,0.3357606992338576,4.2099798965893225,-0.8892390081446513,-0.5899253852024088
+7961,0.6435783984375,0.0976602734375,5.255936329191359,0.1164279341009289,4.8827535647444105,0.2286059487833691,0.570931251135033,5.784450628866257,0.3495511528766668
+7962,0.582416875,0.144141005859375,0.1337012178606906,-0.1111218531245792,5.044790376171743,0.3279458277150475,3.272959800225235,0.1182210753600043,0.4962670322074514
+7963,0.5679998828125,0.224032890625,1.0632337945473882,4.670160967418986,5.321126853902609,0.5640397732728484,-0.0531329532834644,-0.2754899819912563,-1.3751541057417502
+7964,2.00443234375,0.217078359375,1.838728178987227,6.846151799124697,5.922420389091436,1.6140804439107606,0.1029514359263525,-0.2590329548769357,2.188419697185841
+7965,1.077570078125,0.15449994140625,1.7450521977297515,4.578186750562264,5.033661271807439,0.5144893447746198,2.0338588902372003,0.8702661462100545,-0.5640808531290481
+7966,0.6828740625,0.140069931640625,0.4443514412823692,0.4752280605429739,4.262419844526048,0.1386865726918671,3.117882439736281,-0.1763458268613065,-0.2116466162722556
+7967,0.93165046875,0.4774630859375,5.456024497488385,1.5909925626997377,5.243673529063836,5.581546863824893,0.0861305143449902,1.0850232642288635,3.8568131176706326
+7968,0.81745921875,0.1289680859375,-0.0767878116727255,0.1819010238110481,4.618571167821703,0.2941490327579145,2.9284643323646544,-0.2962811739111329,0.4873748960936751
+7969,0.65582578125,0.126280234375,5.217333554701707,2.017364712031605,4.764598602356924,0.3485287679650803,-0.5278840708116072,5.1059981233902665,-1.0827596063617828
+7970,1.0882746875,0.102387255859375,2.7688273886982997,4.409632039193943,5.231223248704977,0.4035241327884778,0.2302245407870085,-0.2820732756513947,-1.0936676455476766
+7971,1.51495640625,0.4510538671875,5.185090281555464,-2.24546174214414,5.003332351359416,5.529460700630977,0.4999713020639083,-1.1557441547108631,4.064401957201005
+7972,1.11750234375,0.134490810546875,1.0161299801378705,4.768906143099081,5.239081102077127,1.0477069709437283,-0.12583893120471,-0.5516595668500297,0.7530949501017428
+7973,1.0511178125,0.10395111328125,2.7814819837350178,4.896016466065946,5.565454279397241,0.1539284958040994,0.1308911710979308,-0.1151671340415128,-0.3673968074696123
+7974,0.809907890625,0.117397568359375,4.405540463463146,1.9638357961293245,5.054914770591612,-0.3528562088032845,0.392261381768416,5.402697473853084,-0.6547977605594313
+7975,0.957516796875,0.109899912109375,-1.200382461551175,4.377152222848682,5.278335169729619,0.6833679207280586,-0.2445098847043832,0.1676011800042919,0.3891013697837947
+7976,0.869599921875,0.14155998046875,-0.9635713735032504,4.655562188120908,5.105922457450381,0.3347276360155364,0.2387930544163341,-0.1795202294539997,0.3681754239089829
+7977,1.11465453125,0.15460015625,0.3778485157598178,4.579426906665188,5.37187459177791,0.3472936539524999,-0.1220455225323305,1.1698371796720837,0.8270758138772119
+7978,0.810603828125,0.103538251953125,-0.65601530639682,4.658412098379232,5.000702553153215,0.4365088117918954,0.1879738012934847,0.373967415813459,-0.8576247524459735
+7979,1.044852890625,0.1315023046875,2.004351905447387,3.9184235623926194,5.354755353658472,0.5430539915580912,0.2496219538358315,-0.2188612287963644,0.9808343381820251
+7980,0.89390125,0.154219091796875,0.5083503493537345,0.2123212306185604,4.767572103697378,0.5895356767303439,3.047515186290476,0.2423779302539881,0.0259979126323039
+7981,0.727426875,0.1626426953125,-0.1866874729646704,1.0229531540897916,4.457964692479907,0.3699856846402006,4.0716010208752405,-1.0749734929604116,0.4837859475713914
+7982,0.989960078125,0.077549716796875,4.446353028463434,-0.1318627688685376,4.206863178108469,0.6244412245276372,-0.1260441394260043,5.804191828783607,2.139101518424021
+7983,1.178701484375,0.107593720703125,1.5879655989479062,4.291636026876291,5.302222489383417,0.4406331013730158,-0.0091694800313348,0.8854501136774628,0.235387168047307
+7984,1.083861015625,0.120042802734375,-0.0990440255803336,4.227069922594076,5.018092269796921,0.4210511793984742,-0.3177255904775679,-0.2813249935825445,-0.5826106418201559
+7985,0.796198203125,0.1205876953125,0.4155003689183472,4.850451079059424,5.774850917560441,0.6852879108418529,-0.0173438198250338,-0.2587539000842938,-0.5714141248393321
+7986,0.884780625,0.146396787109375,-0.3580111700471263,5.49021308412445,5.495691184873215,0.3924047462643868,-0.142160521678064,0.1182311087442705,1.2283451351034596
+7987,0.818560546875,0.0760008642578125,-0.0824164112220611,4.586575629359782,5.235583485742271,0.4950995112080789,0.1666722068504467,-0.3363156802630184,-0.6962793413403493
+7988,0.820058828125,0.11908263671875,-1.043670939882693,5.064665922560584,5.333897650751052,-0.4117813759074978,0.0047954561214367,0.3306432254486613,-1.1059382189811422
+7989,1.224070859375,0.363916171875,2.507785328251842,0.7225546099220655,3.667719433603469,4.551727915766941,2.540043592151032,-0.7432254386325006,3.0966943287913247
+7990,0.858931015625,0.098226767578125,-0.7307951034643507,5.02267634600741,5.198084781302621,0.6984432735926257,-0.1494539153880397,0.5002014888527593,0.1171414765288965
+7991,0.90868984375,0.109687470703125,5.660670313548058,2.116062807579857,5.24997703084977,-0.1059509871472778,-0.1588644345192819,5.821319273293288,2.4012155090868754
+7992,0.736883125,0.111685205078125,4.3678351439463725,-0.0128786393762064,5.073695823772972,0.1236878106225262,-0.1484487859432325,5.73943919539185,-1.3335486841659432
+7993,0.83507609375,0.0843446484375,-0.6497479221555992,5.139394447289752,5.151339994384656,0.4638037692036669,0.1851542159302026,0.0284049903234454,-0.2651077749345942
+7994,0.84532046875,0.08577708984375,4.371971686638573,1.286021741164072,4.719873556576676,0.8199795408911063,0.2802727769471973,5.504604579950899,-1.6813064888239075
+7995,0.94942640625,0.123465166015625,-1.2833874526714133,5.865756369274781,5.60623206928372,0.769763974295256,0.8094793200755599,-0.0605089329259915,1.3572808045753448
+7996,1.1042775,0.107175458984375,0.5488435542596665,4.889860563254351,5.30571094964699,0.7751662772180865,-0.3399437044925886,0.3648106684845458,-0.4353719813062923
+7997,0.665476796875,0.16205279296875,-0.3322781869480683,4.969225580873277,5.56084132150419,0.0903092081716875,-0.0543448283900679,-0.4375463181419511,1.1502745502375809
+7998,1.011600703125,0.129568779296875,-0.4492776357804325,3.805954678214347,4.942086137650625,0.5654960535860659,0.401391971193312,-0.4543320962647601,-0.5415262173031741
+7999,0.993807109375,0.134809453125,1.5178050884280696,4.517670919764454,5.478354812770942,0.5472134801219238,-0.3697178347523215,-0.2568212365214469,0.7326471868283845
+8000,0.901787421875,0.14469791015625,1.3443369317657263,4.252721369551003,5.109994308334828,0.4674839524897162,2.6486382166094447,0.3065270944267244,-0.8384188990092643
+8001,0.810189765625,0.1083396484375,5.203510238221173,0.8890329581476816,4.696839036893781,0.7910083064784609,-0.4807271401007174,5.596977504005866,0.9593817273302256
+8002,0.860798984375,0.096295048828125,5.353157845202442,0.2537008775812071,4.9943692707581695,0.2513138256625363,-0.0449581089142408,5.768330545475496,1.5898740522019787
+8003,0.76092859375,0.182577421875,3.9819293966520015,1.723187574421255,5.300960457251854,0.3401331082738726,-0.1317885631619243,4.390614183952757,-0.2727038320780637
+8004,0.751655,0.11313625,4.891048537544494,1.9711685867427509,4.91828146104345,-0.1125896789282386,0.6679129981806496,5.877133135849154,-0.7684724812396869
+8005,0.707264921875,0.19843564453125,-0.1936212708787153,4.828294353112443,5.07122675766569,0.6590207507034525,3.7613383952293744,-0.5455346495166047,1.3566925292013812
+8006,1.151398203125,0.4650600390625,3.748017399877991,1.3112794116817656,4.570212586255427,4.877960130867936,3.444730635908537,0.9474925863135174,2.620291043160023
+8007,2.4037696875,0.22623265625,1.6271290377596452,6.069066021792267,6.234838682184284,1.345193757713124,0.0020679302103321,-0.0781421956786428,1.3479094335503434
+8008,0.6808896875,0.138232431640625,0.1601611975672628,5.048947670029798,5.11480259459949,1.1222678803886466,0.2199231000188158,-0.2559752002632141,0.1105882392527163
+8009,0.9153884375,0.092657236328125,0.8737659440075971,5.331179740685124,5.3630528297243565,0.6163652842340027,-0.4679247071219285,-0.6744944731744875,1.3117445922593347
+8010,1.00640375,0.17180623046875,0.387339400995945,0.1038480422897189,4.153152113409772,0.0714263877655839,3.865572607074754,-0.2487586877097558,-0.6161620513200605
+8011,1.52845328125,0.19835859375,5.666598504493544,1.535653305464127,5.93575663986351,0.5558834271082558,0.5784897264571408,6.356368661774551,-0.3370821513677583
+8012,0.9115246875,0.109116181640625,-1.1626280055944715,5.891356415682238,5.47921455871494,0.462741340094391,0.5283571834197257,0.3785545036813484,0.1522925549522485
+8013,0.770819296875,0.086853671875,5.092634277070114,2.4916436434580613,4.790154268767666,0.7826033910119975,-0.4033810428660508,5.726532204201443,2.291349577088279
+8014,0.7613525,0.1535091796875,4.936054377621501,0.1379474827632658,4.829399842356098,1.9549610498569043,0.2012965703463259,5.971032315242233,-1.4506277024759875
+8015,0.615446796875,0.12634625,5.359261976547007,1.1462383376588008,5.449252433148133,-0.2438933065191812,-0.1558058131570099,6.3912154525781775,2.362471570281868
+8016,1.81474734375,0.2285326171875,4.457804676098641,2.495021856461883,5.475610813737726,0.6906590640027995,-0.4929436636780445,6.296282193575919,-1.9715789724426176
+8017,1.058855,0.0674800390625,1.1672562827700816,4.525800785240351,5.0555582433651605,0.3951583125306944,0.0810063005702678,0.1284878236724862,-0.8674913862955107
+8018,0.822095625,0.09943716796875,4.36139875630652,1.472286951955242,5.026862088294297,0.1912241548978542,0.2449238345556004,5.213947583985792,-1.221161170917887
+8019,0.7901728125,0.1689521484375,0.8286674716043017,4.98272727221854,5.443834386272184,1.434642088889846,0.1434734765849217,0.3866694702100633,-0.0078531947063156
+8020,0.90928890625,0.1636520703125,0.6006126514167864,4.735183237525562,5.452456937341824,0.6785490359033541,0.5154311672725964,-0.4546557226404519,-0.4976138902848553
+8021,1.7119475,0.95285171875,1.7310087938690035,4.568488348565285,5.660986167146515,4.933942505536852,3.949079298381793,1.8593239670085744,4.557369435832548
+8022,0.86380828125,0.08460208984375,5.2699904181376,1.5415538447370172,4.147951305618272,0.32743494067644,-0.6445145874566999,4.491286669324947,1.3633152630805851
+8023,1.3695309375,0.104048935546875,3.5985698247854225,4.144646291201157,4.960260390733723,1.9555628903975384,-0.2604170069912477,0.3059011212882022,-0.3694208772187412
+8024,0.7690928125,0.141984853515625,4.124216627483242,1.051118429377901,4.912084511723705,0.5357119689245848,-0.328954571002146,5.895774122474442,2.4216166080250754
+8025,1.031555625,0.157004765625,5.440937295406633,1.3008768329777765,5.561608807543957,-0.0503881593641799,0.092955072045537,5.562054080322792,1.9142591034534209
+8026,0.6998140625,0.148217490234375,0.3861890264701456,4.497493689420304,5.49266282561096,0.3977827351758267,-0.0785190258587574,-0.2740569563906038,-0.5997461447071192
+8027,0.69953953125,0.13884513671875,0.2938993706595108,4.538758049289075,5.4643937313546855,0.3522105781245646,-0.2273112105441709,0.1004495995100662,1.1114348526146902
+8028,0.771927890625,0.10857548828125,1.4375353057411977,5.299348976588297,5.334505101336383,0.6315639343237843,0.1163966848261564,0.6926999954477582,1.032942074085614
+8029,1.05471140625,0.158405390625,-0.2955845983050689,4.405179896209784,5.780921790370025,0.2442635907040369,0.1079020060037992,-0.4647333253520265,-0.1895215982020978
+8030,0.9851825,0.10580302734375,1.92565770068569,4.467325205888778,5.255248286493741,0.4849384044467521,0.3120360072232597,-0.1462771311981594,-0.448910933772619
+8031,0.892849453125,0.09264763671875,4.166965060502428,0.9383615334609916,4.685417756928171,0.0193343777755739,0.2997198590729213,5.429624209313188,1.9353589534269684
+8032,1.0088503125,0.13555357421875,-0.9074130536255322,4.424175608749442,5.026628647675735,0.9256619374366776,0.0062363756230943,-0.1246915643603953,0.6980795819580448
+8033,1.28671734375,0.2955984765625,4.264638123339856,-1.154821910709561,4.935815427889515,2.6837558418764047,0.3909281036129478,-1.005903421081352,4.491358526348663
+8034,1.292982578125,0.11738615234375,2.635477555999373,4.457945092631316,5.597164018016672,1.8131541447292092,0.5248400787291262,0.5638484031705315,-0.8630120150202901
+8035,0.8148953125,0.113618134765625,5.931422612132961,2.1978657637135,5.09407504266639,0.7533740100019035,5.298978537942439,6.217021630570784,1.6531410705351652
+8036,1.276631796875,0.10412455078125,0.2476758037143048,4.694766121392571,5.669745256881248,2.1940033498395057,-0.0183386513036207,0.1848883613008105,-0.1558517357988334
+8037,0.715832578125,0.12195171875,4.780165907241117,2.052372265711345,4.912166416341731,0.9824792891157864,0.2106331514201333,6.038116267990809,1.9633491066248527
+8038,0.916613984375,0.114904140625,1.544540021471171,5.019751169836293,5.77632691999459,0.6995951887124708,-0.0258771310283769,-0.4208913501690423,0.3427987940070892
+8039,0.842152734375,0.14185462890625,0.6507228679917921,4.35031662111615,5.282415986326012,0.4305899891502645,-0.0910486235214662,0.0438517636452957,0.0107793185911065
+8040,0.773463828125,0.1823073828125,-0.8739235598883396,5.257790988702436,5.678206052671251,1.6489620908943872,0.1327711909350417,-0.1169700626511391,0.8081341863371281
+8041,1.4385675,0.44767703125,4.282414274494193,-0.6000563109477142,4.848275644654083,5.552537090902593,1.5407948540133536,-0.5440151358741583,2.577117825525475
+8042,0.902011875,0.11653521484375,5.288612203294422,1.0153439126608363,4.926679056117706,0.4476618704344118,-0.4843668753969077,5.948401181648911,-0.7063426172252151
+8043,0.765159296875,0.090958955078125,0.6850376930761415,6.182597093700627,5.292613493471509,1.0270142023542304,-0.0599884462154877,0.0274850468875358,0.2638056063183677
+8044,0.867805078125,0.1530344921875,1.8408937088277877,5.129578391259623,5.387324325177964,0.0436145076038186,0.4176225781030974,-0.8360860526064445,0.1867246885285304
+8045,1.002825,0.17659142578125,1.115425417239856,4.40281926042819,5.264008683748958,1.072576448301914,0.4296775746360171,-1.0643443705223956,0.385604054786323
+8046,0.735880234375,0.14290541015625,0.4450529199453679,5.474586386502787,5.528509638348261,0.4932281746775013,-0.4934079138685808,-0.5662197845900742,0.1902417332035361
+8047,0.829103984375,0.133255205078125,-0.8589292664217354,4.222632188464441,5.076717153120845,0.1281936436041413,0.2673988071357721,0.304190696393997,-1.0810140964632713
+8048,0.888102109375,0.0745240185546875,5.409266008587084,1.4891169963544528,4.39998886350443,0.4932519516757714,0.2340338264199161,5.613011561622236,-0.3619709274656806
+8049,0.82583109375,0.083494912109375,1.3115388542068798,4.8607568458238335,5.340277929467682,0.0225592650795631,-0.3273296749812545,0.2358468912017237,0.8297369492774006
+8050,0.722694375,0.094551748046875,5.180516667917961,2.4009818793613498,4.484046097993483,0.665517923574675,-0.3849643628347751,5.205403385338562,-0.4543206061085305
+8051,0.603426171875,0.155449306640625,0.3689888933223623,-0.9064939639651612,4.76034467081385,0.4382742825593369,3.4412453291808456,-1.313054132097354,-0.5268238503260295
+8052,0.931388671875,0.161075244140625,1.307532669582077,4.079661227943677,5.3468913387481045,0.6286116948033423,-0.0776222177830837,-1.0348261175082627,1.218022710554762
+8053,0.752199140625,0.14844673828125,1.327059769838524,5.060860619252429,5.179247148119215,0.1921799361127431,-0.0143716724859049,-0.166751190349126,-0.0369480676146038
+8054,0.891316328125,0.103921708984375,0.9060542283283708,5.376586568840084,5.276388306149508,0.3583691928163653,-0.0690367328593684,0.6205693689740799,0.8136675172157632
+8055,0.5457490625,0.148198896484375,-1.22463824456372,5.256206996580707,5.341154400573881,0.9726829719825264,0.1058127401618847,0.6641305116322178,0.4648195961707662
+8056,1.126208515625,0.112513349609375,3.5480386364842125,5.289608170278647,5.496377910523715,0.1569330731631639,-0.3439943097951988,0.1134022701689434,0.8290341586713748
+8057,0.834880703125,0.159864228515625,0.749651539115727,0.5395366652785916,4.551344687853017,0.7249393451500346,3.633506552569173,0.7906460260628487,-0.1348292485173312
+8058,0.973829453125,0.107734755859375,-1.226497575066834,5.023456984860446,5.498090489945889,0.8100637695913745,0.1147707820850358,0.0693387662336269,-0.0912702092576848
+8059,0.854020234375,0.090521484375,0.6315193916358984,4.825402826309915,5.261029324896916,0.98778057280181,-0.7367495950588289,0.5105333357784063,-1.4643326809875508
+8060,1.240476171875,0.5312308984375,2.753421174254381,0.1615168120124842,4.876537826896568,5.289432465868086,2.018260838687031,-0.0656439734077669,3.6874317131142336
+8061,0.892075234375,0.1479942578125,0.9289261993884907,5.094456360481149,5.285519062818478,0.9581212875848404,0.1003016980526717,-0.4538673246108918,0.166915415992589
+8062,1.042947109375,0.112938212890625,2.931242734945875,4.880188003895573,5.867457047056935,0.3239010910715271,0.391141331104264,-0.4718473824897432,-1.3487771930981796
+8063,2.025000625,0.2497209375,4.100601953694642,4.680322893608133,5.5890467748931245,1.5289248877692247,0.18449108677557,0.6655388826759776,0.2195168074051829
+8064,0.92968875,0.186205625,0.0188835458570749,4.51734778866227,5.249837355223676,0.7381177946586676,-0.0209578418368216,0.5883722940006967,0.703711749661474
+8065,0.844112109375,0.120840927734375,-0.4076317766464729,0.6585374765835279,4.535821855380935,0.4467960820580175,3.2787338884887847,0.3965694028901182,-0.4990066940833181
+8066,0.965416015625,0.0763153125,-0.2287634570730662,4.825402995745377,5.413755731045554,0.6265373178896614,0.1496391778838441,-0.5501017853458755,-1.1599672068265057
+8067,1.084761640625,0.1231603125,0.5858678758891757,4.643947202129556,5.435856977837616,0.3749620121784269,-0.1141989262497302,0.0067410789396935,-0.6070824447932878
+8068,1.44367265625,0.48027640625,3.19559993463044,1.8769233775656469,4.926767151319581,5.072926961540334,0.319456191068907,-0.2880802514772462,2.9739956625665984
+8069,1.16158140625,0.140156953125,0.9684612941252736,4.024739428373321,4.625572562266099,1.0111120255812764,0.0116743383390141,-0.4058959377351308,0.4632150607371644
+8070,0.95770453125,0.121516650390625,0.162923924049311,5.396696696370192,5.564170587801423,0.5279714407682364,-0.3072212738332729,1.523278065728828,1.067954382081203
+8071,1.200035625,0.1157844921875,2.2886120782105253,4.9973717730813005,5.423560335559104,0.1198240771694876,0.3545394211841919,1.5466056235963537,1.0489554976088762
+8072,0.9373615625,0.13685640625,1.300237036943362,4.096742992199385,5.156683130372473,0.7464166591238727,1.1422832452079743,0.0183686266304786,0.5185999704906287
+8073,0.925060078125,0.158817060546875,1.0034927211824476,4.5691528561309775,5.27832284279558,0.970983097112358,0.0820134812236873,-0.0542008110605139,-0.890404451870854
+8074,0.90349203125,0.0539093798828125,-0.7841148232997364,6.4148979245459365,5.021166058160228,1.0870305827251188,-0.0132427312016359,0.5063891022352014,-0.5376495526921863
+8075,1.33197046875,0.70524046875,5.16336263642456,-0.123466886660826,5.114222393453003,5.717565672571935,-0.2023616342553603,-0.1413560392202547,5.226409607187208
+8076,0.99529359375,0.1211541796875,-0.8932505495516367,4.735393034327258,5.409832794246212,0.106313039384995,-0.0437436522867218,-0.5107203500892628,-0.2611359776803006
+8077,0.658981015625,0.084112412109375,-0.6013697883969396,4.595765764913841,4.96685352681302,0.9723586105515276,-0.0829074054958073,0.7955722578261181,-1.110751117406508
+8078,0.833234140625,0.105716015625,4.167347999494657,1.5719868100806955,5.169425197605461,0.587671357770707,0.5692891473482722,5.594551512270431,1.4485659531892956
+8079,1.2149171875,0.146094951171875,0.0408281008645459,5.786133125689433,5.579769881280683,0.6916649441932282,-0.3526382481797296,-0.7590112412293585,0.2800299767044996
+8080,0.943673515625,0.09930814453125,5.481456380880095,2.3089893172703184,4.756551287873104,0.7639582613735659,0.6080628039907866,5.6291657055304665,1.608798178861634
+8081,1.0746684375,0.5310082421875,2.730888717874893,-0.6763523719194757,4.542515935120738,5.085142573930986,2.5149492078657056,-1.0012276233629849,3.2538453556079627
+8082,1.081537421875,0.13783576171875,0.7327509420098602,4.613578298971433,5.340860844992323,0.6853037900957551,-0.4407868778839241,0.1424436533383347,0.557613370978425
+8083,0.72017796875,0.107476103515625,4.952546709046921,-1.8993743512583885,4.962669609466869,0.1056360970173262,-0.5075724103974812,5.44967952674953,1.6557687168404895
+8084,0.9291321875,0.144664306640625,-0.3059866378021676,0.4078757742512492,4.887307733346352,0.1342332683584685,3.732761262825983,0.74556019025027,0.6091455542982702
+8085,0.841302421875,0.12075271484375,-0.6889145856932956,5.1490427554121965,5.477959099324758,0.5668628562997154,-0.1456774215946499,-0.2881151170618389,1.3583196676693274
+8086,0.960346953125,0.1245021484375,-0.1507361466526136,3.783357402765226,4.579653135507019,0.5779457448032934,3.102964998312673,1.2863239992312367,-0.6914159731059093
+8087,1.11470328125,0.50483609375,2.380694577966611,0.1995074717945371,4.504059459747836,5.043664692016569,0.1602734882635458,0.4523149933650708,3.1037030215597627
+8088,0.90206703125,0.1448479296875,0.4701497980697203,4.6171555136549625,5.381477948495144,0.8989576986962076,-0.3520398095256375,-0.199490104870814,-0.7630463453146128
+8089,1.076333984375,0.17347150390625,0.3228552040965423,4.6238658409066415,5.156565954152584,0.8578459698764682,2.342383577581919,-0.6674747185585741,-0.6560126896212473
+8090,0.745065390625,0.203226875,0.9227215687257472,-0.1945870183734063,4.620188787504127,0.2425855543900248,4.0097151463897625,0.1855247711043176,-0.2181250612186116
+8091,1.577619375,0.3440426953125,6.454013975779247,3.312193872640769,5.957016460534549,1.305680662246089,0.1595421314638008,6.901911174767281,2.708242759565236
+8092,0.956311328125,0.076783388671875,4.958011781889181,1.6056504461635712,4.820752290173965,0.2621074339845751,0.2197058247224513,5.20083005251114,-1.0798200669909264
+8093,0.70573046875,0.12617341796875,4.286218900360788,2.534978727389812,5.076426715115365,0.1932962723270464,0.1036169316152267,5.725779336872978,-0.8475972315252042
+8094,0.908410703125,0.1527314453125,-1.1639893513658202,4.868080591111846,5.627444239150399,0.3866355847478437,0.1891368759677977,0.3283678286817139,0.1185091437143587
+8095,0.952148828125,0.15120240234375,-0.892203420281372,0.3599124612362561,4.560382997867979,0.1889797954438355,3.1821899117096955,-0.6492853932021236,-0.1703883651451017
+8096,0.93969984375,0.3527363671875,3.3866380280880453,-0.3918424954733428,4.8392859380783175,4.745115974129273,0.8202917816805043,0.9851995117990894,3.1669666227190683
+8097,0.892792265625,0.077790361328125,5.263467584516801,-0.0056183604589446,4.741625949016783,0.5463000439733388,0.3184347708150801,5.553157805563718,3.0249798657716718
+8098,0.838035546875,0.114516474609375,5.367110381412679,1.4684720568107092,4.820796338654645,0.3190215277503606,0.0889804691721977,5.3567824079403845,-0.1493257082401732
+8099,0.704149140625,0.178924609375,4.7091784926618585,-1.459004522740078,5.578363903767273,1.6206697687830818,-0.506969175001508,4.641568511165766,3.14789961141287
+8100,1.08021796875,0.114508681640625,1.0562986948281727,4.931462627240197,5.688609908703391,0.3245587449568057,-0.2566238178104588,-0.5286333882558926,-0.5275895173771932
+8101,0.902913203125,0.11986337890625,5.1111819448200295,-1.4056643269877986,5.302362947257433,0.3780482392391598,0.2498948545931417,5.598108189565687,1.5607089940909264
+8102,0.91628171875,0.09075912109375,1.784842298299284,5.429879597862613,5.288468685997141,0.6694027869273157,-0.1366441474042651,-0.1665418238242368,-0.6402852882656926
+8103,0.839056171875,0.1018081640625,4.531028900783171,1.7276167338942583,5.192565250017062,0.3184407389358145,-0.1920465917784077,5.879382889030615,1.865562124873872
+8104,0.849832109375,0.084891943359375,5.171766661951751,-1.2754187052848729,5.141904842990732,0.7026911843469573,-0.1581046890844787,5.720928335262067,0.1085943226261369
+8105,0.530584453125,0.094549951171875,1.355964668493754,5.144707255695194,4.935065253071487,0.9224725834886834,-0.1682919939766153,-0.5479020342551363,0.1632626532326773
+8106,0.77363171875,0.16236125,0.5489639020047327,0.7635043586462906,4.295092817091223,0.7878748325148182,3.4046042006608275,-0.4196503597871596,1.11471063760597
+8107,0.94941625,0.20356947265625,2.96239371012427,0.6843938166596507,5.0195214922108295,1.7187153370579016,-0.5303811206106963,0.4930553682415188,3.94306379538761
+8108,0.8826228125,0.16618087890625,-0.3518389363898171,4.400180701002657,4.890770451388435,0.4628991442653586,3.00112897100421,-0.4902484227924063,1.3715064351950472
+8109,0.99763125,0.101199658203125,1.512833491037175,4.38834635651344,5.567034687767704,0.4489920271019082,-0.0244165679122134,-0.2041556576587217,0.3081584580924268
+8110,0.702785546875,0.09406748046875,5.189371217662166,-0.817244978446754,4.616967556293844,-0.072644990580567,0.0271876611065196,5.523568713690356,1.7738061759524002
+8111,0.91450796875,0.1299564453125,0.0542570077272576,3.7488315880590255,4.928393425258549,0.6431287967272488,2.722779241715336,0.4018580353411263,-1.1616035768278747
+8112,0.83800640625,0.121215390625,1.1697125472620762,4.51973417957022,5.618009199719635,0.6917157752730776,-0.1643525335553858,0.7123765643373562,-0.3108916774653462
+8113,1.094156640625,0.118784990234375,-0.5652241407730778,4.972929453240102,5.261669636754888,0.7622738362521672,-0.3106449884882263,0.3278226234702022,0.4910014131074494
+8114,0.959303828125,0.1248616015625,-1.05831123001873,5.07802854675142,5.690844482606588,0.5545395549152823,0.2401584780595503,-0.1478234899069103,0.271016456497026
+8115,0.809327734375,0.107195859375,5.334527175406628,0.3026602650042894,4.984569134510795,-0.1678079464591311,-0.4592104492719202,5.482886561086807,2.0065155383490496
+8116,0.6166549609375,0.1939021484375,1.7533257708341117,4.61554338077837,5.446891854608249,0.6628656973137703,1.3204947760037709,-0.3109821073431553,0.4049524430703983
+8117,1.111580390625,0.4734787890625,3.655512619679036,1.1317388189363429,4.794128493768545,4.844071536528323,1.316199851109338,0.702447100948458,3.580057924678398
+8118,0.871454765625,0.10197318359375,0.6607910381194795,4.77291312053459,5.61378090394473,0.6655573648825467,0.1319002487092347,0.9613051783630766,-0.0412477625557897
+8119,1.43692859375,0.1956628515625,4.854734128260373,2.4416076585283526,5.461907566125618,0.9086293485570074,0.8303422175217976,6.538265195382798,-1.7606304593551332
+8120,0.879663046875,0.115553447265625,0.7233338537074837,4.379908966743262,5.520620511865806,0.1110262189161593,-0.310588686803453,0.0630961899816488,1.3320235019628082
+8121,0.7492790625,0.120537275390625,-0.1233613367078591,5.635668005524913,5.293255206914959,0.4170850029121729,-0.0821934178033073,0.5503118348840826,-0.341783680270652
+8122,0.78259109375,0.663423203125,2.634727165453568,-0.0586976895392659,4.218219200133048,5.202216019733907,1.2740789314371783,0.7999947611271259,3.084412502219676
+8123,0.982141640625,0.077220869140625,0.7868621767122708,4.664780382616004,5.373260789961281,1.1832576815209748,0.0029417923162744,-0.186087236013861,0.5811106513440814
+8124,0.950590625,0.147142119140625,-0.418906041008408,0.7662244405269039,4.353114833330647,0.6144423870060408,2.5370992418735367,0.5895724077247628,0.4221320794152631
+8125,1.37931921875,0.427754296875,3.429462675435708,0.7772573688130548,5.103339488743344,5.4966645598916735,0.4591968499382101,-0.6476326852262362,4.073961873069205
+8126,0.788527734375,0.134531611328125,5.027294505645664,1.137831518638651,4.878870262660626,0.8949614669383775,0.146418915238862,5.262684947331708,-0.5682266443785181
+8127,0.680435859375,0.19284697265625,0.7617743076668759,0.1868930985978369,4.448567532601533,1.0697508393982162,3.025853410604544,0.6224498720949412,0.5883843663497672
+8128,0.8352009375,0.28808462890625,6.678980591854049,1.9349078838703584,5.369854831225171,1.7017829530597568,0.6247872614617148,6.406573276464583,-2.274527510501263
+8129,0.958036640625,0.16199638671875,-0.1368305524479077,3.83976606941532,5.015796613846736,0.8439479209998417,3.0249647244840463,0.8659827235179212,-0.220714447681096
+8130,0.755395703125,0.116547822265625,-0.259540305793194,4.269080365958469,5.3754250430397965,0.5511206526822212,-0.4187941405492463,-0.0533187301673361,0.3666871117709782
+8131,1.423628125,0.4273111328125,4.185448122539083,1.7530359362337895,4.943059375685632,4.692592788575956,1.3459211752480205,0.2063270073443296,4.018943335980282
+8132,0.87512078125,0.0711688623046875,1.4001547956335028,5.358698701803712,5.070544691097995,0.8598443251197054,0.2508809908617276,0.302255063476737,-0.5515246827820035
+8133,0.724460234375,0.1786215625,0.0404509482848275,0.945657346545304,4.711948123211791,0.3865231587755222,3.275116126488346,0.5451407635976855,-0.6166752373461071
+8134,0.799818203125,0.10875251953125,0.98634968860191,5.251338959954381,4.928342709219611,0.7698855971082698,0.0990829819839787,0.0650787208555962,0.3343703547726127
+8135,0.8979515625,0.0797826953125,4.69279312794545,0.93087430750742,4.8798856857218125,0.3443850805544353,0.585357440084006,5.928412093685125,-1.6464563092929114
+8136,0.914976640625,0.474891015625,3.3641215366514943,1.5740992540979877,4.966853527691498,5.435619660838725,1.2006161786460834,0.5442724120603439,3.965322974113177
+8137,0.79536140625,0.123680009765625,0.480800344217589,4.511007869121571,5.354307354389518,0.6206661251091042,-0.0366458634549032,0.3186117653162489,-1.2873361257931482
+8138,0.92338984375,0.092378193359375,4.527570287547374,0.0618887926717931,4.990038583217467,0.7569264250999875,0.5771331587431724,5.497020671595298,2.0826101253963034
+8139,0.804706640625,0.16963205078125,0.4290092332900441,4.3721038030467465,5.205069919778882,0.9428654298777376,-0.0935711562149864,0.1090428143208482,0.9864029759390266
+8140,0.7470140625,0.10754931640625,4.4693862711713965,-0.0776651444316399,4.823474541432502,0.352903388364202,-0.217812722215726,5.432545488148175,-0.2221303287888533
+8141,0.597046875,0.140395791015625,0.0079119902520718,4.801067179968486,5.130282952043893,0.8539114561644754,-0.2645575731345233,0.6011165898708541,-0.6000778855988482
+8142,1.08960140625,0.1232809375,0.4004210071925655,4.028656481702469,5.166202163449999,-0.2906570579088636,-0.0838022042857155,0.8725930218896614,0.27286032351819
+8143,1.119428125,0.11745876953125,2.16036429989124,4.9139544810782185,5.947903103139612,0.3087237619375827,0.0631476808442652,-0.2873228472507766,0.5753894752361526
+8144,0.790136796875,0.115130986328125,-1.2694221732058055,4.949780651608656,5.257882741746032,0.896677278843313,-0.3694067139088788,0.5344408050449573,0.1331903642412557
+8145,0.805536796875,0.125885966796875,0.1791343407325328,4.880994823850111,5.586591965763534,0.8281106052052982,0.1259203325517988,0.7765237945623196,0.0872414847198947
+8146,0.66895890625,0.09748744140625,-0.7340322130004094,4.518517546198176,5.541682190554207,0.3346608517633564,0.0596178516869848,0.4536955410168009,0.9206983501359192
+8147,0.94637109375,0.1157346875,0.3971510654347187,4.093539095374828,5.414839476551297,0.4664330851058562,-0.0282357905302303,-0.1829593017855007,0.3698961809398448
+8148,1.47952765625,0.2261579296875,5.151253624748928,2.1871870088487726,5.852785883817466,1.1103372599087244,0.3834548834496529,6.466241902502738,-2.019587393612196
+8149,0.681236640625,0.137944990234375,4.2799829568287855,-0.3738458976405227,4.877859656565511,0.2711111760151706,0.6258368503219567,5.6383858326242935,2.29118046016366
+8150,0.52387796875,0.1205708984375,0.5170389146457474,4.622701798849386,5.281385913149692,0.8131791034425659,0.4300019082727516,0.1407353926714419,0.0610532251210378
+8151,1.0701753125,0.124061669921875,0.4848944958079867,4.798872557169001,5.358198081967722,0.2745496458020608,-0.14827151186461,0.1052105251911293,-0.2866744112949274
+8152,0.7102503125,0.14567546875,-1.3315672596313055,4.9961689972343954,5.306711975650222,0.519972556156485,0.1578908696896505,-0.2191234353262582,1.1966409366872883
+8153,0.611061015625,0.157691865234375,-1.835042878095228,6.043344357191715,5.898611104469941,0.4147589585943891,-0.1925145126540542,0.5631999478220734,1.5111947740767533
+8154,0.888958046875,0.1543829296875,0.1913911312493463,0.9094941063015576,4.767702026483222,0.8911368267816102,3.024860620986159,0.9732145772365492,0.4395764332633048
+8155,0.860221015625,0.141784423828125,-0.1413520141705011,1.0336997031320057,4.511055414546096,0.4202079716282216,3.265750349708988,0.3981575009667334,0.1727725947236711
+8156,0.9730359375,0.1760015234375,1.7392068315179712,5.003601018231691,5.331243307969193,0.4973915281965537,-0.232493269777524,2.286618150937453,0.5962418180253819
+8157,0.71750359375,0.1602008984375,-0.2596253559475172,4.762224548928416,5.36784444695394,1.0124054943206435,-0.0185998526625466,0.5949564926317223,-0.7587823838222447
+8158,0.920807578125,0.1495353125,0.4370139839806624,4.38676010550347,5.650059586603652,0.3055720587972765,0.2114983063392221,-0.0405264119997386,0.3000375950517833
+8159,0.73920421875,0.14797505859375,0.6356526150917711,4.650058652059212,5.447676980214253,0.9978859508124096,-0.431202866775826,-0.4105536249688917,-0.2969883691870203
+8160,1.007283828125,0.1645990234375,0.3234140347995499,5.0327584974332815,5.815280324600946,0.7499004638416416,-0.1110634563029617,0.3981654069692515,0.6021315779676226
+8161,0.69653734375,0.105332548828125,1.160018673038351,5.14624435359395,5.446436986962878,0.3292126087887049,0.0984658520191417,0.425222874879552,0.8213934491471859
+8162,0.6968265625,0.13225783203125,0.8666384914871088,3.389128841175606,5.481578719947858,1.385559133973277,0.2760130150581119,0.1074333790491616,0.7396163490591394
+8163,1.6094284375,0.2198005859375,-1.5267374257871926,7.318460390237028,6.073547769809199,0.8366582196912355,-0.6370874944409439,-0.4367670957031727,1.8529884261818024
+8164,1.43322828125,0.46278515625,1.796659612911626,0.0115743558818002,4.758253950923066,5.067710121941285,0.2601156531617942,-0.4136081665448178,3.310916672872714
+8165,1.97766171875,0.5389170703125,4.5478879276628765,1.7784043370878837,4.975817537226382,5.511905671294162,0.4667135544193488,1.0413054048571349,4.037570271935766
+8166,0.671610859375,0.0785944921875,5.173565817078063,-0.7480537312344088,5.117642312855974,0.0269194620638762,-0.5913802763807089,5.530177386068855,1.052506203234969
+8167,0.834950078125,0.18341515625,-0.5797277158960055,4.883425023208761,5.571242690810578,0.619075925599754,0.250383856641732,1.208193359566252,0.1691633092382662
+8168,1.23182546875,0.5039646484375,3.0900133805951278,1.755171295717402,4.276335411471386,4.795044094644104,2.452607876986957,0.6578669516525216,2.780508122449635
+8169,1.06579765625,0.097625458984375,-0.0455475936173731,4.434794440485756,5.1713153617375625,0.4910086396788635,0.0775534878738661,0.243527697600323,-0.3717722989984918
+8170,0.952765859375,0.102414267578125,-1.4980552064203614,4.659206888387635,5.082349839474161,0.8455179320417228,-0.0868503867332833,0.0848288000102232,-0.6342558266590755
+8171,0.891246796875,0.16080279296875,1.7541609584919728,4.759542176659061,5.601990616662674,1.043766160893854,-0.3762364052710895,0.1619476283749048,-0.4583956828861808
+8172,0.86100671875,0.159449560546875,4.908754024662901,1.8003756245948652,5.246134392143341,0.7159810723728903,0.440476656164906,5.919739928959191,1.71857855316189
+8173,1.50049125,0.1843087109375,6.149868869273547,1.9555862673328936,5.621870020122626,0.4599043212989426,0.4377658358769515,6.34015914682985,1.569650856880647
+8174,0.87137625,0.1137339453125,-0.6182232498692979,5.000767216831727,5.4557594159929215,0.851519191748299,-0.1056537850013053,0.9531828861499612,0.5852883079024599
+8175,0.7706809375,0.16139748046875,1.9531982654782667,4.113776864373657,5.280827990682967,0.96822140209201,-0.2898778545929781,0.0759498345857718,0.970650495481858
+8176,0.966916484375,0.10434478515625,5.357278667017571,2.1344848196572896,4.637187578724733,0.7284949842808461,3.046047089846146,5.6948055707452525,0.939835881414355
+8177,1.245120234375,0.144849736328125,-0.3988601108031394,4.203440135766291,5.504472582454066,0.6146787835643438,-0.5719450542547363,0.6285246635953837,-1.526291940250473
+8178,1.263932421875,0.323875,5.090976234840293,0.2791130910792295,4.770263910563573,5.118593193227157,1.1484446369651249,-0.8851436233390453,3.682742197138637
+8179,0.697966484375,0.15521345703125,4.156378360310925,2.187051481122648,4.803515118510421,1.03267122485094,-0.6199582467658361,5.614285177192602,1.8184993298503316
+8180,1.040090390625,0.11981236328125,1.1517347899938355,4.4610687135899045,5.037347262992754,0.3713241694270558,-0.0082321255796642,-0.3992610481883343,0.031311429780669
+8181,1.102117265625,0.098519013671875,4.95250429209523,-1.4021892268194278,5.0156369022277,0.7279287247989874,-0.2723211299773621,6.165067895182086,0.9569267425877536
+8182,0.6411871875,0.09513625,-0.7146741664316174,5.561683972600749,4.878073400926727,0.3674501058820382,-0.3003706083029036,0.1836388709247033,-0.1325786500349804
+8183,1.064226484375,0.103088173828125,1.2383234070559803,4.51357331618279,5.581014565733409,0.6317228798280567,-0.0057069876706585,0.4246940594301459,0.0118620883730574
+8184,0.896534140625,0.113676943359375,2.20106015640652,4.851357322234144,5.354493930492553,0.2878574676357319,-0.4954871772385267,0.0179776979103028,-1.6713644627712605
+8185,0.81282140625,0.18919111328125,1.6841533096018229,4.484476073711152,5.509015661645388,0.8505774186535136,0.2622318614670624,0.1532122345792424,0.9148094571497912
+8186,0.969283203125,0.38398640625,3.9203196160042295,1.085887095330221,4.60211199994483,4.952085797244967,2.011221488136455,-0.0092988413325631,2.910296125966616
+8187,1.0342025,0.14166080078125,1.8406526358601656,4.097409774480116,5.147355986434095,1.1933810362119748,0.2429975582629484,0.5049261943675767,-0.8605524736939101
+8188,1.186766796875,0.0980509375,0.8125583908761042,4.1802920866283015,5.556187358526071,0.6090069547841908,0.0952856097992529,0.5375639848021773,0.7047949929375812
+8189,1.044780390625,0.132182822265625,4.299448688619884,5.053081163691014,5.427396612033528,0.2225501080369388,0.1626533628346941,1.2812764649057735,0.1201628193064794
+8190,0.699120703125,0.0930725,0.1886850970548425,5.020958575157652,5.2113777988137535,0.4825167199673973,-0.3814460682918729,0.1846785779537241,0.5313513703748389
+8191,0.734358515625,0.15876544921875,1.51800885933166,4.780465015757728,5.700905325932571,0.947445549690598,-0.4883048166635539,-0.3504873129827102,0.6115496638976712
+8192,0.96654109375,0.1082718359375,1.2570579427830113,5.01338361766468,5.164042369095739,1.3115439620952467,0.4313249928293723,-0.5151479034864879,-0.1689917521941726
+8193,0.97690625,0.189474375,0.5626753039750364,5.36551908381725,4.755170324422162,1.0156704295938943,3.352212989997984,1.3783090252161188,1.0650436525965994
+8194,2.006501875,0.209736328125,1.5851394936058072,7.005855558990971,5.943073807122258,1.8225660064731413,0.4481341244186202,1.1226324196197246,2.385355524824252
+8195,1.061963125,0.09022923828125,0.1951837757289897,5.507683265481648,5.468790615961086,-0.1024277774818789,-0.0364662730386506,-0.6351194426023093,-0.9593365276896884
+8196,1.010512734375,0.157171591796875,1.6276576081572418,4.43649574379197,5.740430695360305,1.0656174692905933,-0.1281647255814393,0.6732901524502403,0.7576006247904084
+8197,1.08502546875,0.13204900390625,1.8327557812630064,5.273459361853396,5.394432546737679,0.4648429466568419,0.0161114929074629,-0.5748344072507728,-0.4567886441873857
+8198,1.8301896875,0.161148447265625,5.899629987526517,1.2772819190150415,5.565914560264601,0.554556244670495,0.7843891113263259,6.641228735085649,1.7738524645330953
+8199,0.86936828125,0.14250033203125,0.7124714027723932,-0.7324452337981244,4.814902528957298,1.016597261208557,4.434247066202612,-0.3331812728976673,0.660625654740863
+8200,1.243137578125,0.4392770703125,3.859723818789104,1.651692064874748,5.057462393671061,5.744807061855434,0.4126505129576947,-1.0166341305157482,4.537676070304452
+8201,0.963171875,0.0990969140625,1.942897392246832,5.043146696390939,5.280122675518405,0.6376564459693344,0.4395253020398569,-0.6117327119756324,-0.3852882531964982
+8202,0.844491796875,0.108011396484375,1.5081202130258606,4.630812838961426,5.554454255345921,0.6722119028310936,-0.1566123420477185,-0.2503260491176264,0.0915818341733385
+8203,1.120318515625,0.132052001953125,1.2666871728919538,4.52803200581995,5.832757726370216,0.3211301837399123,-0.3917240032988882,0.1717237755813359,0.5734153365080098
+8204,0.774506875,0.15641486328125,3.6901043711484993,1.2242579385457608,4.79576916547396,0.5203760974004203,0.4976338102126219,5.840447097476384,-1.8493966121072023
+8205,1.218615546875,0.11425302734375,-0.0408393413799215,4.509286636475559,5.490106695626171,0.5758632656706345,-0.5772842048092212,0.3195738687302987,-1.0301282703160397
+8206,0.980701640625,0.0954308984375,0.9939046966284985,4.516215637910064,5.079644589908847,1.0433058134812352,-0.2931131037907087,-0.0009558941140827,1.5072768148166804
+8207,0.90082828125,0.142978623046875,1.458808994985044,4.904775132603977,5.25023454181257,0.9284577995391196,0.4255803518069491,-0.3930859438997958,-0.960690152145896
+8208,1.4220753125,0.34545,3.767412799820328,1.296863532915796,5.528080915776889,4.39894188999983,-0.3920925619068086,0.452437714688237,5.327852900885898
+8209,0.8808621875,0.11677705078125,5.110590311903479,0.9358800829359784,5.0362500077338295,0.1643614853015063,0.17347766989808,4.902016600001107,0.0543748760001263
+8210,0.909979296875,0.143169462890625,-0.2731009652920068,4.292399724889336,5.1115749517009474,0.6491592570013284,0.4100607251175145,0.0758620314874823,-0.566963985081901
+8211,0.8114178125,0.105996865234375,4.40354888621217,-0.2002912046139905,4.308840685670751,0.2834146689291473,0.5757677034856488,5.428178548469809,-1.5866924779339195
+8212,0.7612284375,0.110696845703125,5.172191949057439,0.596739720649792,4.985414048346154,0.4957427633330618,0.2443944175980321,5.944706193744282,-1.1483671032257696
+8213,1.23216515625,0.4693887109375,2.2449323600402638,0.1740176752877477,4.795565877467885,4.945361545064172,0.3105588889515948,-0.1965721382174597,3.349056574917164
+8214,0.922563203125,0.0678995166015625,-0.725308563717885,5.09747161324718,5.169992578821392,0.9906636399722992,0.3003545832162032,0.2078534187286655,0.3926482743676915
+8215,1.01088703125,0.170971484375,2.398218484084341,4.037100959238016,5.164846252596639,0.6253226979392876,3.324923554624152,0.4247190427476212,0.5930996241734058
+8216,0.730207734375,0.090507685546875,-0.8347870163638004,4.982700811202379,5.340346507217224,0.6148086579863221,-0.1593617419365312,0.2584035124921092,-0.2246855786780353
+8217,1.37659671875,0.135920849609375,3.372097139503361,4.019085102667381,5.512218194552148,0.6365176618011488,-0.0488784296694129,0.4895974125119983,-0.4689851691706552
+8218,0.760071171875,0.1770175,0.7409216768011464,4.66768198287786,4.957109724048536,0.4853765221015981,0.3710582769578219,0.5436176970369515,0.0290013673485139
+8219,0.779268515625,0.14005494140625,4.332877125327518,1.4593010144135068,4.670403752109629,0.2882401486335649,-0.2093508673177116,4.982979073905446,1.1197329892631411
+8220,0.81569875,0.099537978515625,4.972339775057002,1.8332922310556663,4.641119726411634,-0.0210765893110919,-0.1680415533668543,5.6437510895668,-0.2075480424562611
+8221,0.740739921875,0.071348291015625,5.18001137204995,-0.2524787305449621,4.841791425448099,0.5478269133430561,-0.5870952646171537,5.379909716142167,2.576259102885792
+8222,0.66027578125,0.097245595703125,-0.3920186121770802,4.958666475199332,5.297482156746352,1.365182903379785,0.3098817370678179,0.0543910615101408,-0.780914316844183
+8223,1.17847125,0.5228477734375,2.845816584969168,-0.7190932270307582,4.413500155288508,4.72118771748378,2.661947691386657,-0.0894038765765449,2.7747048280154103
+8224,0.90449375,0.119770947265625,1.6434896539200594,4.734654985156664,5.427366895848715,0.383691052314175,0.4054810039952342,-0.2708557160921269,-1.037094142150112
+8225,0.863384375,0.144338447265625,0.1624202114009816,4.95205440365898,5.207249813555688,0.5250309132288188,-0.1328781404058504,0.0587979093368093,-0.7514306150205772
+8226,1.308035,0.16017869140625,-1.1661726546732385,4.597355708866383,5.547970182094323,1.0131949466271055,0.1668099050116438,0.7090585519371343,0.1928202170445795
+8227,0.4542675390625,0.1211409765625,-0.1530013887947779,2.797699475363616,5.300292934399444,0.7405022414967074,0.0668884798821166,-0.5281622187958035,-0.8235831428030786
+8228,0.8505390625,0.09655908203125,4.956118118924061,1.3434128203633628,4.951936082407648,0.4253651461460061,0.7107224991394583,6.099386490570762,1.134831377490602
+8229,1.07155734375,0.112379521484375,-0.4235665649953847,5.100642064882045,5.902163124772794,0.5140403325730711,-0.2838864721802188,0.7959115353622968,-1.4633732826417931
+8230,0.784941796875,0.13496248046875,4.598996983131809,2.2405099514114304,4.50590040272502,2.193021537678074,0.8433728531011923,5.091166172498804,1.235012328490688
+8231,0.853825859375,0.127054365234375,-0.0786997356215613,4.465563383033019,5.679694704904132,0.3274554394780114,-0.5110916733724196,0.075178062162056,-0.5392729648561333
+8232,1.2223534375,0.3490128125,4.579324729138451,0.3623273288833938,5.116760913306604,5.439995665949362,1.062437988521026,0.8096415509565109,3.968614840417816
+8233,1.309507578125,0.27668169921875,0.8318132972913418,4.665000764971094,5.0848455153122085,1.5656831244456018,-0.1847401606919857,1.31130589618111,1.298365538014146
+8234,0.903662890625,0.147304140625,0.3265235421959906,4.896365240499296,5.74055257435606,0.8654213063855389,0.0128983367593404,-0.1020182912797291,1.1988217048935943
+8235,0.910406015625,0.10528513671875,-0.489440259533773,4.8638249063671575,5.312424920571192,0.5780046420565051,-0.3261218019653717,0.1597796582444897,-0.337072821891259
+8236,1.0739234375,0.116841865234375,0.5652101490636735,4.040804297310593,4.895593813415417,0.6660676156522789,0.0542732583070259,-0.2000082816701697,0.2477872810993403
+8237,1.3414403125,0.6335002734375,3.3609701378811363,-0.406908069068242,4.772463857859829,5.331773165740926,-0.3131129340187703,0.7347843632236175,3.845127585785894
+8238,0.992947109375,0.1257653515625,-0.0223513481383776,4.392607883603985,5.750459021071708,0.4007451816185965,-0.4674651506035313,0.1180157300021522,0.4824603850198159
+8239,0.68966953125,0.0781660205078125,0.4848547076462695,3.499570297093502,4.977028813335897,0.830075329346238,0.2473643510359348,0.457446215368761,-0.8301697459754308
+8240,0.828871640625,0.1351269140625,0.9449625897394734,4.955562519364423,5.445021071887481,1.195043097406561,0.4382245893365438,-0.0126996343443179,0.3064705769054248
+8241,1.15646390625,0.20215091796875,4.300633789870468,-0.0786483008552918,5.113932078313655,2.017965571621869,-0.1429510205329246,-0.3057144548687229,4.25049239843625
+8242,1.165040234375,0.11291361328125,1.907381964351651,5.269017405252922,5.607694073296195,0.5150451600007276,-0.4022618186420846,0.1685537571174142,-0.7499276347325003
+8243,0.34605,0.139699072265625,1.4940548649881766,4.534167916820479,5.30606787005747,1.673360549041066,0.1864252227202175,-0.2089930652683464,3.356234615838843
+8244,0.8128721875,0.11156279296875,1.7441025997037307,5.337448436641698,5.3379765291508665,0.4037212175365634,0.1652382667247487,-0.2725756126137393,-1.5689961448523413
+8245,0.884051171875,0.117507373046875,0.1059019321995967,5.496242325118447,5.66429520242577,0.7878170921660591,-0.2223533615164596,0.2657950173830473,-1.1701708516439009
+8246,1.0965865625,0.15159185546875,-0.2892283569520115,4.3129138797426,5.266370973699098,0.9736923531211472,0.1364449193208435,0.3270795141853627,1.0709753168006388
+8247,0.762838203125,0.102420263671875,4.859346335322996,1.7881244251542798,4.668424529981744,0.3136941995084855,-0.3761301398618258,5.646050840124484,1.7782509034199998
+8248,0.86664875,0.153010498046875,0.0233738057129636,0.4274291474080426,4.602643362279326,0.0470831779951126,3.626865524163895,0.0121409073029229,-0.6839655590755612
+8249,0.824919453125,0.09474138671875,4.023540476000126,1.4283346180918313,4.931796619162088,0.2823547598970816,-0.098158180222536,5.792190836954335,2.415439337942894
+8250,1.0037315625,0.20276505859375,-1.1306247765422854,4.914468232410309,5.746304453554162,0.587305869357083,-0.1282974226604164,1.8788342842455004,-0.3363134271726068
+8251,0.7100353125,0.105812626953125,4.920263963774815,0.3958973458800529,4.432637884707394,0.4752718606860134,-0.1524048451370616,5.45630893279714,1.768655592101246
+8252,0.9061040625,0.1055191796875,2.4723978002045044,4.112101563057619,5.340453774062613,1.5804068668089537,0.7583637725766229,0.1393084502990267,-0.4519475398797743
+8253,0.587305625,0.13489046875,4.990009252783119,1.981369581193376,4.752654283277391,0.4093589059626868,-0.0301864124508039,5.34517976219278,1.203181531826255
+8254,1.732526875,0.18287748046875,5.660793357578801,0.6744822439777387,5.258301920726371,0.6950109361676718,0.5481919907205212,6.109901578873876,-0.6199244961266136
+8255,0.552567578125,0.13355404296875,1.318590992500937,5.352972276617607,5.364388158854751,1.3586937006894415,0.2349703953788722,0.1511729598067867,0.2864363034085667
+8256,0.69941734375,0.194168828125,0.8847886969515024,4.7591019943411865,5.68694732332955,0.2831288180081926,-0.1881519156701129,0.2508103940100877,-0.5120147250120418
+8257,0.767556640625,0.12861642578125,3.764988594427464,2.0193168568252093,5.339258465055631,0.895638049181692,-0.1056278199560125,5.9324373834914885,-0.3913336591744919
+8258,1.12766484375,0.1060124609375,1.206366846607013,4.80840184501843,5.369080462197847,0.4380151813685725,-0.1827413198145845,-0.155754799022443,-0.920264350965338
+8259,1.162234375,0.10436638671875,-0.3813720143076086,4.888231842916986,5.43271744218201,0.2448151452026866,-0.2040150174438098,-0.070360671183612,0.0780881848093943
+8260,0.854521796875,0.1653485546875,1.0466825126945771,4.65126694475073,5.394223749631863,0.471346496529671,0.0364734031948903,0.4139668500910905,0.4456438475309148
+8261,0.926326484375,0.09961419921875,5.792879911952518,2.198652243030492,5.137304295298617,1.9092045567605245,0.2450262764172884,4.933361784170791,0.8223040206722957
+8262,1.1655803125,0.4095045703125,5.301611399350819,1.839514364956454,5.294561237958675,5.670451722885621,0.3735557078825775,0.4891529576758254,4.646443086420789
+8263,1.01140359375,0.10860369140625,1.1505631044108011,4.860874984635704,5.178889612588319,0.9957916107126978,0.392095230707731,0.2293821308746549,0.0457540050804528
+8264,0.8022903125,0.154517939453125,1.354928724219136,4.41286085824983,5.239958702244743,1.0796682705810428,-0.274948254334362,0.8619483049042522,-0.580271137083944
+8265,0.851912890625,0.133096171875,2.345508073991442,5.559280189754341,5.48580153642547,0.7064135168232478,-0.4098861658944736,-0.3236304989730168,0.1551809280278774
+8266,0.81558609375,0.111214736328125,0.0336344971556641,4.786137713768894,5.415601584383201,0.3003954482492437,0.6506887766450372,0.0192005567638486,0.0740014291192839
+8267,0.807067109375,0.15908830078125,-0.1959371286295647,4.943662324598176,4.941896012154972,1.613367683840775,0.2199506508971666,0.1398472209624679,1.061764179060278
+8268,1.03343140625,0.27673296875,3.767919118427393,1.2106722081855057,5.198008652065504,2.6690399428092224,0.3516904004744927,-0.1551069718539146,4.612155927681984
+8269,0.781081640625,0.11935748046875,-0.0383324854596022,5.004649130265615,5.635158955743109,0.4050348999688714,0.1765311625407979,0.3863138166867695,-0.8439061480256461
+8270,0.818474921875,0.074441806640625,0.7812518823393407,4.702718555008297,4.788382215551068,0.0748219834723551,0.1678330840170925,0.0014153224000618,1.042291375149179
+8271,0.727690078125,0.1608483984375,-0.5758999194676645,0.7596536255880904,4.456090862988099,0.3220243239342037,3.2379962384156933,-0.2341652880073675,0.6601718105971852
+8272,0.78343171875,0.14435705078125,-0.8141028085827823,0.7360722670147004,4.658378813610738,0.1048165146440766,3.6248575925311495,-0.2442305916733414,-0.02664826928323
+8273,0.932815625,0.1342213671875,3.2002619077760066,4.158310866122209,5.338592197308775,0.1918505614613627,-0.2531244582497788,0.5115433024417151,-1.0565801135841844
+8274,0.764286015625,0.0983869921875,-0.5722372592562363,4.152257727825915,5.2366018756380734,0.4773572641049717,0.2134282136745358,0.099415239460928,-0.3695179953507286
+8275,0.5940795703125,0.12450333984375,-0.4671647588190824,4.332101440971101,5.380011036835297,1.6891025930071928,-0.5160693546827703,-0.1786738532912685,-0.0299168725733525
+8276,1.077859296875,0.1942470703125,1.3110245418506168,4.8446548609884,5.476108572109407,1.611398968119414,0.1192328444347696,-0.024556142605171,-0.4720296869515612
+8277,1.000345859375,0.0952238671875,2.0408926310008386,5.273145353327729,5.336516837677999,0.9395824701772506,-0.558913533273949,-0.2388164346371571,-0.168273163066392
+8278,1.36632484375,0.637301953125,3.3335054238031527,0.5200180652635353,4.682936297632989,5.3382540503763805,-0.4799741412262235,0.2639453339442008,3.518446625340609
+8279,0.78633625,0.145713876953125,0.3422593708179585,5.453000665601099,5.647907197668696,0.6227908586395522,0.0440342146059629,-0.1565296725043637,0.2280459357879755
+8280,0.791518359375,0.100018662109375,4.824224823921904,0.2036933945104871,4.688118212453599,0.8546858538315927,0.4530522725983176,5.263545406159988,-0.1898773323173354
+8281,0.6179178515625,0.0791003759765625,2.8868652778075843,-0.304082540711203,3.417076476710492,0.4426184724938882,0.3310190552214259,4.496363686739495,1.3549164492184582
+8282,0.882352421875,0.09569314453125,5.564161833972668,2.5662909864467744,4.849409950336415,0.4379273363914936,-0.0681342408322534,5.1547110902359705,0.0774761759436282
+8283,2.43026734375,0.2921815625,4.950961866628069,1.8427502865871244,5.869094021907166,1.398795665528186,0.4181353512764135,6.934608285226412,2.957150506675399
+8284,0.833760234375,0.148479140625,0.8670236691487746,5.160299414757215,5.369381405151532,0.3445874182392734,0.2008346684074425,0.5109230326097779,0.6093761384251618
+8285,1.133257578125,0.14590591796875,1.0173328671282666,4.500657105225889,5.549636612246861,1.0223870249765366,-0.0032605005130375,0.3699852369022451,1.1764223762023214
+8286,0.75222453125,0.1368798046875,1.0358085267962895,-0.8882579103909622,3.3196866823668207,0.4891893758089384,4.764582258161466,0.3533259041458905,0.6760551710961781
+8287,0.819563046875,0.153669404296875,1.5860540214572287,4.427127251165931,5.240585471998164,0.2885663652246683,-0.2681923866917282,0.6018601017909961,-0.384010204434314
+8288,0.967523671875,0.1484101171875,0.5302746663273205,4.34468259517494,5.399892161381429,0.524039592918171,-0.0597410381725191,0.3692387673933501,-0.1920702326629971
+8289,0.76441265625,0.0980179296875,1.0451779920855542,4.953117511209925,5.4772003752441405,-0.3417051514271142,-0.3182058562082443,0.1583025890554666,-0.324882555775368
+8290,0.958492265625,0.1497999609375,1.749025278344317,4.584580224254467,5.21354429480407,0.8899960206821649,-0.6029816148289134,1.8046627373891424,-1.2332494611315128
+8291,1.0489784375,0.123934453125,-0.6427958030792839,4.8353704779157125,5.355289558992666,0.4775633547111221,-0.0337417612625497,0.328189268483865,1.140650207802526
+8292,1.1169278125,0.16723646484375,0.1397464878588434,4.123307729298428,5.682952003575949,0.8088570985473709,0.1405544595093433,0.2729826870403786,1.1375854569023025
+8293,1.808240625,0.3494858203125,5.709778003054872,4.042745554325065,5.963704969931452,1.9279319489547184,3.14060112007712,4.384210313740271,-0.2938983560195884
+8294,1.20957984375,0.1405872265625,-1.3913067334429186,4.314186457855368,5.030828522636199,0.0369039401794721,0.1499241757042505,0.0746078915262865,0.3740976838863132
+8295,0.826108828125,0.0688056591796875,3.752596383218546,-0.5271979835128335,4.952020612765821,-0.0532835422743144,-0.3825356760098344,5.632112706117455,1.1400447954582615
+8296,0.83401375,0.0800647412109375,4.680418047128899,0.1655364874938127,4.999649922716889,0.5911778983791284,-0.1130483754181646,5.704901359120178,1.6818516788803837
+8297,1.22638203125,0.139445234375,0.4900932218567631,4.545292484742244,5.258936024104164,0.7265169966659312,0.2448258830067875,-0.5109276137590266,-0.6826280949959754
+8298,0.728030703125,0.1394236328125,0.6389299116863737,4.605527026972115,5.67349436732347,0.9995990161270434,0.2595651647968208,-0.2241963877914339,0.9993042775630522
+8299,0.803416953125,0.0780514013671875,0.9193920388274012,4.370682613366056,4.980502843916906,0.9482958013661532,0.0283156887691752,-0.3450498063874394,-0.1742555386134147
+8300,0.929939453125,0.13786697265625,-0.1754735956496973,4.8746161064086575,5.062741390296479,0.7056748459291188,0.2621816314239179,0.0135682740032327,0.4542564815047099
+8301,0.668345234375,0.126878544921875,0.6497360056968673,3.9032445325982494,5.411701959214267,1.3958835165083427,-0.2904308130694375,0.8896535897515805,-0.542110064703146
+8302,0.96339734375,0.14781482421875,0.783856425139697,4.647163153822942,5.186222222351599,1.3183654147591497,-0.2791459421321276,0.2652343091072014,-0.3706846838669601
+8303,0.745748203125,0.18970181640625,1.5143078616727867,4.809707628369036,5.529363832786063,0.6149963651155161,0.0921646325773056,0.1643460344571486,-0.4456536252231327
+8304,1.194053515625,0.1435769140625,-0.3190043639735795,5.375103734360748,5.701484586691587,0.3031687727057028,-0.1465948299232886,0.2091572684974386,-1.0482292374072817
+8305,0.52513203125,0.182455,6.135919460175994,-1.2933554065785284,4.947227738366386,1.9178637519706037,0.2491155950571698,5.460863439012578,-0.7087313868769362
+8306,1.167771953125,0.4673800390625,3.43222800313299,0.9163083332347296,4.685321597991305,5.099308495604751,0.1100230111005704,1.3659124863748848,3.53808321997226
+8307,1.176703984375,0.137613125,-0.2467853717555411,4.122908677876338,5.192722214960496,0.6007044285039216,0.3786330527288313,-0.2209110694803764,-0.6531671315161258
+8308,1.143963046875,0.22330626953125,3.1778894428297098,0.0079978447687302,4.9975580708958,1.8450079008017903,-1.0172095700426578,0.1438235274021739,3.934359424075278
+8309,0.847212890625,0.1399619140625,-0.4463201617627984,4.64410508680243,4.042509742430388,0.4910978346676608,-0.4124585058344661,0.5193872011248104,0.5517153220739868
+8310,0.908553984375,0.0811527197265625,4.438227864574303,1.8363947549893156,4.834719215429912,0.2011442203293646,0.2339894357815958,5.336052341469434,2.199875125644376
+8311,0.956178984375,0.1049298828125,-0.0888758563077469,4.534414202629251,5.439932391586728,0.5597667019727899,-0.0536311200378621,-0.3337155459725239,0.8478910333283589
+8312,0.704116484375,0.091139580078125,5.121351340028576,1.6369403452586515,4.856627847203164,0.8285920041161147,-0.4031548863436823,5.671331565746522,1.82351585234416
+8313,0.640896953125,0.173998984375,-0.1049358657213681,4.686450423509911,5.727451100520847,0.7257764332542096,0.0457163127140212,-0.0168709253989467,0.482142757675492
+8314,0.730735,0.2549172265625,4.347318422544576,0.5735386815972703,4.9880593985597885,1.4314955111900238,0.6143520014679891,5.514739478752926,0.6035706558196471
+8315,0.807217265625,0.093367158203125,4.871963153090232,1.6242456798529616,5.096511542223835,0.1422606803596133,0.4472033966972242,6.004468838039525,-1.2811089084077143
+8316,0.82435109375,0.131960791015625,-0.969565192039803,5.085379999361741,5.5983410059660255,0.5922426542442205,-0.4306131922965446,0.1254252038188673,0.8082884320372056
+8317,0.779845390625,0.1060820703125,-0.4449811299496919,3.6300388570402538,4.185040736675038,0.9109086911365608,-0.5522934507569804,0.3309705881823681,-0.7804547733722427
+8318,0.8877484375,0.13377248046875,1.5310255804721464,4.224285064635764,4.928169799042022,1.551125242610243,-0.3750152649069413,-0.3712214271909763,0.0344698024969388
+8319,0.91222046875,0.092136953125,0.7235887470134684,4.694102241745785,5.361808573695895,0.0167922040818146,-0.3214089025461256,0.4321249935714255,-0.107005409298283
+8320,1.76897296875,0.22673458984375,4.122531582234431,7.38472545537594,6.137989970170143,0.8896151730219528,-0.4102148042989166,0.3265820951337087,2.5630842605866557
+8321,0.816847734375,0.174849921875,2.0497180903886365,4.536192074558013,5.391464541771655,0.8523898325072468,0.1972487217187926,-0.0288140931766552,0.8690593733568793
+8322,0.776623515625,0.1360156640625,5.209286360149031,1.5299898515996533,5.060036257887747,0.6130502897720809,-0.3979775209702874,5.327718170561164,-0.1851564917390668
+8323,0.8163171875,0.0896261328125,4.029082828533,0.4913901178125565,5.044958206744092,0.0561494626882796,0.629153480183699,5.400883459919022,0.0394906175307188
+8324,1.005327734375,0.1689317578125,2.552197110729399,5.001538189739726,5.136791109928954,0.7703092026368881,3.0538475429957272,0.0124117542271474,-0.1643672848760884
+8325,1.19611328125,0.405999375,3.878468722749605,0.6862920940438169,5.120834570861042,5.134835601515418,1.9192485285257344,0.1652464552979962,3.407980810258604
+8326,1.21805671875,0.12503443359375,-0.3781728185685614,4.231237814437486,5.204016415810532,1.163373891603842,0.1630141823266139,0.1594769997269856,-1.5834671592954634
+8327,1.02530453125,0.15088013671875,1.8481447022637223,4.513467895448038,5.521226719432485,0.8915319606906235,0.3410329298424031,-0.4188220467076848,1.236555537037121
+8328,1.11078421875,0.102530078125,0.1864801668089237,5.558914799955982,5.442461112929087,0.4404577669650765,-0.0597192827764446,-0.4117172496407437,-0.3679786469501932
+8329,0.3325519921875,0.17916404296875,0.2031216603379042,-0.5360538569777664,4.442688789948532,0.3126784954878638,4.352626572216851,-0.9224378696569392,0.5572093692804918
+8330,0.86510859375,0.1715121875,2.015077935826762,4.84217374740429,5.765502008389792,0.4259175125535742,0.0606374659824651,-0.096887080558834,0.1851939421734563
+8331,1.274031171875,0.6506643359375,1.5809136917281503,0.8867641107520102,4.322156225672368,5.2023621758807215,-0.988286337304516,-0.577803997877943,3.199497104920697
+8332,0.7860815625,0.135677197265625,1.7220796457232426,5.178481887123147,5.702607126318633,0.6341879651417192,0.1609324232029139,0.3690730850126764,0.935958583573158
+8333,0.918158671875,0.146879873046875,1.2320983396214753,4.460345203092035,5.756387175480588,0.6207794468816723,-0.3939522017592775,1.3101823577922156,-0.1832145724268714
+8334,1.0503109375,0.106607763671875,2.2199463577824536,4.614810180976206,5.702317764303929,0.2028903290712186,-0.4108092119906443,0.0079196141397471,0.6836022595273291
+8335,1.06154171875,0.488866015625,3.569884206374079,1.2190350518362838,4.647757707732353,5.200546843195574,1.6351716404415138,-0.5977229988426757,3.003289049089007
+8336,0.7829525,0.091563251953125,0.4283233837280655,5.303713966735265,5.559036702654425,0.3991347605369134,0.3659528929389063,0.1415927132573023,-0.7339568613417214
+8337,1.49614734375,0.32290142578125,4.907375983458633,4.163426655017891,5.739879874157243,1.0184516297398156,3.068859760656639,5.417325300751515,-0.847465227122135
+8338,0.765661484375,0.10830724609375,4.152490535830832,1.9704022089050852,4.807173575564421,0.4796765109096704,-0.0507971442661662,5.32843502481448,1.3301804769288252
+8339,0.74442640625,0.1661520703125,0.3232305941181648,0.6204644526380326,4.135703717799638,0.3309616692991006,3.381477836302585,0.1315728991969445,-0.6052188183273163
+8340,0.6171955078125,0.16400251953125,3.747573754539302,1.1576409856566203,5.141185728115202,0.7728798449151909,0.2343860837775855,5.625780729441618,1.5280719865535233
+8341,0.974535234375,0.147272939453125,0.254959170484802,4.452764679397853,4.517858869764887,0.4622035401287249,-0.0175233940429267,0.0368190243172211,1.0824177987155348
+8342,1.033995703125,0.124581357421875,0.3973718390636628,5.052987922477699,5.825585076097117,0.2562263930126822,0.0697293296440102,0.1755871665973036,1.434178699326049
+8343,1.128588671875,0.1151555859375,0.2084848074402537,4.648239533693194,5.580982647587192,0.1626631254500505,-0.1193016797534381,-0.3749181673918781,0.0938189895114039
+8344,0.992756015625,0.124712177734375,-0.5086854641154366,5.01757124833815,5.437985217729562,0.9881388437188496,-0.0974651773022799,0.8962845554902351,-1.4527637400109423
+8345,0.83793125,0.09428470703125,5.012593083316564,0.8067380018925397,4.796516180988786,0.4425372788174934,-0.2802087587542395,5.222692121656726,0.4420332378684157
+8346,1.37081859375,0.5269554296875,4.015201265408252,1.0730796010723758,4.83934922568626,5.488874110394892,-0.0502415885785852,-0.4769144214173774,4.176478885739819
+8347,0.95502875,0.090603095703125,-1.1788361572976425,4.438048548742517,5.191847930336618,0.6716090480640723,-0.0272009717381219,-0.3682712048499011,-0.925958873309806
+8348,1.001532421875,0.130469541015625,0.6522553620254807,4.708194331055962,5.397231230434263,1.036561963460639,1.7026173369359023,0.9061666866997522,-1.5432897511175891
+8349,1.063998203125,0.4691501171875,2.978480556367271,-0.2832706087435195,4.748718543895607,5.163355814635168,2.3959362781327496,-0.8866477663113949,3.78201142183896
+8350,0.889396015625,0.13722486328125,1.392834847885798,5.240170936476836,5.489072507589865,0.1001601155064635,-0.0756592487988741,0.6576019686443748,0.3661872352971684
+8351,1.181287734375,0.31497404296875,3.9085966662707112,-0.2528382747410494,5.629435460577644,3.839530895209552,0.0285887346104499,-0.1045325241329803,5.132443555956534
+8352,1.31449125,0.358053828125,5.754650585120841,2.155706266447777,5.450530190186737,5.551493714473005,-0.6729838558817005,-0.578054042552399,4.58080672685343
+8353,0.76971234375,0.11445166015625,0.0448068512888627,5.2318034099142015,5.497596012889296,0.130887183640129,-0.2480066620437626,-0.1830123479440316,1.2505037714183165
+8354,1.017625625,0.102463466796875,4.266240974271754,1.213162501114061,4.75554693357149,0.5087115974529486,0.0566696978043212,5.825052979955153,2.0794206158812734
+8355,0.5994606640625,0.10511111328125,-1.1019537270218156,4.38471508439372,4.796844925408566,3.0036286494353064,1.1178147080643437,0.5591024342849564,-0.8180415285713878
+8356,0.6323900390625,0.111274140625,3.5440069853427727,1.6157479707586138,3.4825555068742298,0.6246126801303014,-0.5533136329405702,4.538838519260081,0.8520774454504048
+8357,0.9416834375,0.435068203125,3.1777230958420883,1.0793766494254395,5.149516235438036,3.2388671191717835,0.3038258168334391,0.1192932881370238,4.513100464024368
+8358,1.24841328125,0.105469365234375,0.4595876065011056,3.838807233947108,5.332407798737483,0.165590907077713,-0.342287275351023,-0.1446035026395527,-0.3320354000246612
+8359,0.844445703125,0.07368267578125,4.661688752098773,2.207783898862406,4.708598770680412,-0.1787031664939586,-0.0530893101807317,5.720132525284316,-2.134316950220875
+8360,0.857242265625,0.14832912109375,3.8587411272194423,1.0023518736701709,5.176886979598656,0.8054593776575851,0.291881924318588,6.251097778301243,-1.032095693737764
+8361,0.85650703125,0.1182094921875,0.8747332490616109,4.155038949579936,5.45389249809409,0.106045735381701,-0.0123187523046113,-0.0543387095618643,0.3894565778154163
+8362,0.96135265625,0.126603095703125,2.1248028477250207,4.547076281633472,5.270518226715924,0.2480973908780774,-0.6189577079674793,0.7379013853817434,0.721890535280223
+8363,0.9612703125,0.146689638671875,-0.388437146438074,4.639591029955601,5.041111297439658,0.3006414783626608,2.6368769558341643,-0.2639310607566688,0.4573255901337428
+8364,0.77826109375,0.16646533203125,1.1288390622476565,4.34505920221671,5.241924831326523,0.5648842851585338,2.945968745211957,-0.1405590217887421,0.729467202818324
+8365,0.9821271875,0.11714072265625,1.63867612691802,5.286086715527489,5.314199416094362,0.5875691458273938,0.0889374485451036,-0.0575284763377846,-1.503611017742826
+8366,1.1314609375,0.1099947265625,1.6950242445014567,4.442041471787585,5.1005443494952685,0.3928045902966172,-0.6236860169518901,0.6800456178618265,-0.0728931244018372
+8367,0.81408765625,0.12055888671875,1.819051942364739,5.215393337332894,5.199230227424907,0.6431392501303529,-0.2095690538368684,-0.3306578348161249,0.006888153670154
+8368,1.1328853125,0.127226591796875,0.9796225936520142,3.955797863684268,5.373236404361256,0.8846987718723867,-0.2202969169137245,0.5833613808861761,0.0018218203337538
+8369,0.7113871875,0.12990423828125,-0.4122338105643776,5.356189575211229,5.542302399861994,1.2186501804065972,0.1316602925240425,0.7980329398920837,0.6906742102397478
+8370,1.257736875,0.599017265625,3.073141266250873,1.8381728726421307,4.77008430065754,5.1821205508395405,0.0570001943703508,1.1643733884671046,3.76729752549513
+8371,1.499535,0.17297162109375,-0.0075242489457851,5.196788417305138,5.6107285242563725,0.5630255780956337,-0.1878088452368174,0.225842810736191,0.07307501957325
+8372,0.71624375,0.1514568359375,0.8523949832683464,5.254086638863957,5.617213380817456,1.208712631181856,0.0137359755175786,-0.3999682900317408,-0.1537623190888247
+8373,0.994665625,0.5119186328125,3.4714189375379827,0.9943806394441276,4.657898610096062,4.729813347397439,0.0576380011962954,0.7897798124434613,3.410092408778439
+8374,0.992978515625,0.11791365234375,1.5644187718062024,5.102233032737928,5.34368716499164,0.3474774067258939,0.0601681228794902,0.1906233661251291,-0.2193996915169094
+8375,0.819870390625,0.064571357421875,-0.6318708435532334,4.819199632617012,4.92470972640084,0.4177067359662741,-0.0737499689599791,0.369777131761378,-1.2409993095861485
+8376,0.793575390625,0.081075908203125,5.277774037228645,1.4123878289049288,4.817182456677432,0.3459426836309799,0.8358737778048236,5.445886085611527,1.5530887143444472
+8377,1.95931921875,0.3048982421875,2.202998072640918,7.510574494568293,6.011566404931518,1.0874430179477954,3.045230095768152,-0.2629212314944257,2.5459819206701937
+8378,0.67891546875,0.497478671875,3.318601967806006,-0.1563264648757912,3.2861535394643115,4.402258072463066,0.4490728405199862,-0.1018683528616069,1.8105054576940396
+8379,0.91188828125,0.304431328125,5.110700325564027,-1.1382129279751638,5.926456181685397,5.214501790889113,0.2758162862011778,-1.6073500874519269,5.6684274327516855
+8380,1.099414609375,0.126681103515625,1.1484433478360838,4.820667131389992,5.619402186603056,1.3935565160364944,-0.0138574236545087,0.0208330589723675,-0.182258872038237
+8381,0.839339375,0.139294599609375,1.4638919809881616,0.4482311574434126,4.468878598450962,0.242220475874328,2.769604972616376,-0.2374467196140997,0.3797092252254668
+8382,1.1436196875,0.14536341796875,1.0935541280312675,4.495815941756891,5.402455443368842,0.8817054027935225,0.3679728836220983,0.2598184012602454,0.0099699812573962
+8383,1.48047921875,0.377636796875,3.918249957675696,1.8254068911633257,5.022666456353102,5.3964842025980895,0.5913695677485199,0.2441816410200469,3.981178644216954
+8384,0.980114296875,0.143873974609375,1.6698319506004151,4.640298826582858,5.435738199999003,1.383794660065962,0.4061682864381082,0.0184727114219023,-0.141282748123983
+8385,1.68361359375,0.152586220703125,5.134734081568161,1.0863237346693122,5.723493413934117,0.5495673780024157,-0.2710899287304639,6.674432965452566,2.5631431996202068
+8386,0.58874875,0.128618232421875,4.696545876593,0.3381358510802946,5.045040204109118,0.9465508957883751,0.2841587870303522,5.784829671640303,0.6064400505116582
+8387,0.6328137109375,0.1187951953125,0.2553075685572066,4.433355792407359,5.109774344316213,0.3744765086832182,-0.236088382141149,0.6179849386671796,-0.0347630631704427
+8388,0.871350859375,0.10482306640625,1.2191573412656869,4.415873078770296,4.989512579987791,0.191792512868956,0.4237030675730746,0.0622884616199881,-0.7026979331812204
+8389,0.81363921875,0.183289140625,0.3673679973558454,0.2462645271986943,4.791363712711898,0.9577700432795287,3.54034519737746,-0.1038291241371297,-0.5235206859672228
+8390,1.20222421875,0.130967021484375,-0.7666920564108557,4.093993057321161,5.4384288859159975,0.9926768423485652,-0.3068178545832855,0.3610573073067761,0.2104590605753968
+8391,0.38942515625,0.18078251953125,1.3136166065029664,0.9002018963476216,4.703596596967495,2.743232032471294,1.094124967477668,4.626835741016642,1.045191479859504
+8392,1.126329453125,0.117291943359375,-0.444003192216264,4.965685011028714,5.2362707116999765,0.6167561460065443,-0.0061070609717662,-0.4781840302662384,0.0729106386934183
+8393,0.88630140625,0.13187796875,0.4693010823883204,-0.2203134194718069,4.885524381945116,0.5753390002886103,3.4779619559588224,0.6481922879183749,0.1060527856365812
+8394,0.775716484375,0.1433662890625,0.8721116061995157,4.98238008538107,5.497706893120269,0.1005875053527998,-0.2727192666445044,0.2493619638037447,0.190903660087027
+8395,0.757172421875,0.158608818359375,5.264384258677488,2.5927543389009298,4.730871796882758,0.0905403879732221,-0.0012163236774279,5.743384675611531,0.1938260267581935
+8396,1.001242890625,0.13958505859375,-0.9581336432420128,4.565946411317314,5.302849718824534,0.4564529469842574,0.2650709583675614,0.4122833574444517,0.0219417908350844
+8397,1.3041990625,0.114700107421875,1.1419064882440184,4.801005691059035,5.635262633045309,0.9894255571807944,0.156542228215519,-0.5105782980779585,0.525798158963215
+8398,0.750159296875,0.18475998046875,2.436089134343428,0.1410900193772723,4.3224181166628775,2.7522750336269497,0.630726239889048,-0.1464070578195656,3.028420001619557
+8399,0.6163781640625,0.165208125,3.656195434286569,0.6389416109395066,4.181438753066907,1.044145663025414,0.5960310743229439,4.348728704186993,0.2536823413401299
+8400,0.65356078125,0.1526654296875,0.1136071548982761,4.326299430829367,5.421043377757449,0.5120695699514476,-0.1617373507452131,0.5903011278241213,-0.1162982149043766
+8401,1.20836453125,0.135861435546875,-0.0799871306469264,4.422094070076455,5.876411547490288,0.4986697434151909,-0.0549988410819951,0.2671467553253834,0.0872071886766966
+8402,0.810154921875,0.12502603515625,1.141751556894794,5.035881578981414,5.556261380340405,0.3969762803118528,-0.1797538512028894,0.5536983759398172,-0.6842446550544967
+8403,0.99258890625,0.131267666015625,-0.332373456706854,3.907925460763269,4.78901575360222,0.8046360029348798,-0.0661440964559994,-0.2032403648891,0.7972716909345198
+8404,1.1072078125,0.0612606103515625,-0.2818009728926827,4.341834809377226,5.079810644987976,0.3445334380880587,-0.0772649580699153,0.4178852779616852,-0.2195830400864748
+8405,0.880339453125,0.1433416796875,0.5022678736342029,0.6120097297731447,4.571092694065424,0.3622610519505205,3.216684068654296,-0.1597486833480924,-0.0130037973945364
+8406,1.61898453125,0.38859140625,2.9407141832517607,-0.6758091946956887,4.904808739335639,5.073194589631133,-0.264157434640053,-0.1652592242372792,2.410304682867645
+8407,0.920145546875,0.1160707421875,-0.9913978061405078,5.1515253651153925,5.493900956538483,0.4566736786719497,-0.3408404508017948,0.3554008764217478,-0.909917605636883
+8408,0.862345,0.107728154296875,3.5390714120358866,2.377829068108792,5.331106435949198,0.0373110157046124,-0.2431834023599698,5.937895726346771,-2.523402191327847
+8409,0.98920984375,0.122861474609375,0.6570356438140095,5.115907071671604,5.339285163581395,0.3430223799133927,0.0287954786367695,-0.1757321259669388,0.1218303578737869
+8410,0.7730496875,0.20279216796875,0.0200474063072439,4.745015438959418,5.383778179197552,0.2976087598444202,-0.0816170218687673,0.1468179214568513,-0.7260684918419673
+8411,0.780731953125,0.11249833984375,1.2553915032354797,5.224685948237388,5.300309989607999,0.0549060513641099,0.1144115616859488,0.0507478298289322,0.2977897886134719
+8412,0.865372890625,0.164018125,1.203151754927057,4.130284162570564,5.169766157700879,0.5128980428434393,3.694197445846769,0.2705515635773082,1.5145388708438683
+8413,0.886098828125,0.092366787109375,4.440139231988863,1.6581006093021684,4.873445656221766,0.0407244836142567,0.0008808304378405,5.999703151276616,0.5924520246965721
+8414,0.899006015625,0.09428771484375,0.8191240801860816,5.450229974352714,5.316555115381554,0.39278685826588,-0.0396750789884267,-0.2848144034203463,1.442204138611071
+8415,1.1283796875,0.116547216796875,1.1728770580644214,4.742714814147064,5.763475720854207,0.3966063421015485,-0.5015795830809449,0.1802694782103671,-0.1264312406626292
+8416,1.160053359375,0.133472431640625,2.537097883353885,4.5824050747564415,5.343642701834065,0.3150566480861942,-0.3948552848721259,0.3625487040744658,-0.3314639728090013
+8417,0.724201875,0.117722216796875,5.559482780086563,1.956953161904002,4.665736881324988,0.115786086943559,0.058797558904434,5.882682404879525,1.174843092042169
+8418,0.747579296875,0.12099576171875,0.1337038465222925,5.041935265342322,5.5848978491498125,0.3096199516852904,0.4214965964531079,0.5177148078635635,-0.8926160474101232
+8419,1.6595159375,0.17562826171875,5.756337724622612,1.6328338043736663,5.6461379782076895,1.3423386522951326,-1.140286070112085,6.447452091321998,2.684132578401736
+8420,0.553001015625,0.10392291015625,1.0965831609273775,5.153776310588251,5.177863627511241,1.6904196380587917,-0.0810584031641174,-0.0248334596127018,-0.64381517511441
+8421,0.696566875,0.122592021484375,1.020280548255916,4.226304372244004,5.257835342189396,0.4978317540506846,-0.2181591488980188,-0.0201815282579273,0.5842566963896592
+8422,0.87589140625,0.107197060546875,0.52437865494108,4.432475606370229,5.239751884538917,0.6045841609115087,-0.526889581064279,-0.2203771329050709,0.7087780453962133
+8423,0.917409140625,0.143434697265625,-0.4626039735810211,4.157677142010777,5.381328631086474,1.2861034997141638,-0.1038016371245322,0.8795149737973323,0.1875446921557586
+8424,1.0880209375,0.116188955078125,1.5121510854726652,4.849636588223186,5.564606980540204,0.3100383569912641,-0.264964113287012,0.2240365179524039,-0.3305475916447375
+8425,0.80766625,0.18436931640625,-0.3310328392145962,-0.091592384557483,4.633110315357316,0.5405568035566113,4.323651733228717,0.7515742525252868,1.2818444907884283
+8426,1.2211171875,0.11780623046875,-1.6157479109618202,7.712452147217431,5.102313285422524,0.5351069717027016,-0.0713895735631799,0.0797488677433394,2.7265719655950105
+8427,1.230916171875,0.16396291015625,1.7243317580914497,4.429804021538391,5.392514430595455,0.7772814958835508,0.3067708919554945,0.4174667574176674,0.3231578805572709
+8428,0.883338046875,0.120537275390625,6.080031339186962,0.5317685687658985,5.223005472227616,-0.0278526890409506,-1.1019391383945802,5.553167163122748,1.8046171892709244
+8429,0.757484921875,0.101398896484375,-0.8886845459340682,5.147719920848008,5.265499299488798,0.598060671030161,0.0825504933262714,0.2338389548711943,-1.4236567855077709
+8430,0.9482053125,0.151199990234375,0.6534367411313919,5.481598819592745,5.777124976475096,0.9313990019532662,0.0457118763697551,-0.7830426767412373,0.3138190917943423
+8431,1.000546015625,0.116265166015625,0.849171135386092,4.4574227728460105,5.032724320883339,0.9577925645641312,-0.0642330601263028,-0.0741075568590883,-1.16524453450702
+8432,0.80690953125,0.087655400390625,-0.7737462834079352,4.929421769060698,5.182507544483454,1.0325234299295831,-0.1022885863253226,0.0025116647152116,-0.2133990084625601
+8433,0.751899375,0.0642010986328125,0.7763595530134683,4.933891535419836,4.915067749352844,0.150750502073732,0.032592929948615,-0.1358199101457082,-1.4198705566525227
+8434,0.951794921875,0.225365625,3.9752493092752257,0.7087721827635554,5.450016149464077,1.8342976783457303,0.5502826475076095,-0.8855168705707941,5.221179872771491
+8435,0.800254375,0.6462507421875,1.882473433034425,1.8879755836316765,4.318914805814301,4.778076886192237,-0.0652912351421236,0.935348615109213,3.737241564310462
+8436,0.769481015625,0.148489345703125,-0.7444648383024566,-0.5461881004619717,3.5898916576921414,0.1415496436476284,5.816016518490124,0.1536272905772371,1.0093743455106954
+8437,0.615418984375,0.16720046875,0.8729761673009441,4.105092487310374,5.3872514753096485,0.2255132634880198,-0.3784897497211434,0.3042546826861866,-0.5332866408629611
+8438,0.841864609375,0.08985537109375,0.3060965292790752,4.805445121458052,5.028223056841765,1.348532255283537,-0.0009202739597147,-0.6686241203330177,-0.353884358986977
+8439,0.822213046875,0.937793671875,1.2892561573659298,2.4871653909651865,4.746215281077397,5.180984755731184,0.9879246043334068,-0.3737712551955859,4.445919510292835
+8440,0.99265125,0.06266423828125,3.387405998847345,-0.729525429852985,4.576796773436506,1.2231238615691051,0.4049285517451391,5.448066051753076,1.4033306154841572
+8441,1.055110859375,0.082433935546875,0.2031874394458799,4.962333230812845,5.260570272051801,0.6418696641017918,0.0018992503800051,0.5593195628796366,-0.0480248997641041
+8442,1.40430671875,0.148508544921875,4.264658489896607,2.140605993347329,5.7445340073624624,1.3181064093228876,-0.3306539783373435,5.485618396479646,0.7359949483622739
+8443,0.68443890625,0.141942841796875,1.2243605395836568,5.435926379128693,5.329502879667823,0.8294946544086187,0.0256058685918549,0.0876593429481515,-1.1046091356893175
+8444,1.55322703125,0.18254740234375,5.47045531747608,2.0625435402505063,5.559542922800551,0.4596500034914842,-0.7933601077744061,6.504652398971198,2.7349252239002766
+8445,1.71997546875,0.371173984375,4.523099328017589,-0.0144601690159451,4.8635266653060745,5.66731960702559,-0.0403481772163324,0.711518025203928,4.196731355127587
+8446,1.163934921875,0.2220832421875,3.3223756941416207,1.5587253315775214,5.110390064153289,1.9967335358633087,-1.0245276642856014,-0.0257089396476298,4.613371407163484
+8447,0.89593375,0.1932653125,1.4270051469975802,4.681846578857157,5.711367371473595,0.6836788028875052,-0.2515246934603303,0.1204407685966169,0.6073007855442033
+8448,0.92280265625,0.137991787109375,1.306731918768529,4.857991701723155,5.52673822236198,0.6946238970027883,-0.093889855641117,-0.1943651810006828,0.8057372830740076
+8449,1.224034375,0.08618755859375,0.0747249134672991,4.739397913961248,5.105841365693687,0.2716970005681574,-0.2561421317529322,0.0161454984954032,-1.0603752981585612
+8450,0.5898424609375,0.0956907421875,0.9980246911240596,4.741760244635096,5.502133046756756,0.3587027988682485,0.0495625142222591,0.2224390629177147,-0.2071443497393628
+8451,0.94301484375,0.145127578125,5.487940902432138,0.880989960038122,5.019615435769072,0.5970095608235936,0.1652285322677594,6.297948959765815,1.884975343611781
+8452,1.05459515625,0.107712548828125,-0.4429361111688181,4.89870249757725,5.306118835104542,0.2156267611427334,-0.0972412534730391,0.0553085559206331,-0.1660701759701246
+8453,0.893551171875,0.096086201171875,1.8623349838051908,4.780501768253055,5.352290638281905,0.5843859610200702,0.2159084290375892,0.7466382057350852,-0.7044398160483962
+8454,0.835628671875,0.132615498046875,5.275072625956117,-1.5387172839996992,4.982805530698434,0.0103027821134088,-0.1868832124504623,5.918744665421828,-2.0949302718910183
+8455,0.875329609375,0.115998115234375,1.3415714339155007,4.709305887142911,5.557120877803802,1.3984442892908513,0.170085596600365,0.7003900615212136,0.3026366733730232
+8456,1.00894890625,0.120869736328125,1.1126757774596725,-0.188544769476826,4.692993241418077,0.5941623814593532,3.72912151422031,0.3028249776455842,-0.3532928970077165
+8457,1.0552121875,0.11554865234375,0.936963581645871,5.225567801586949,5.458473453743091,0.5405303301150466,0.1546164761495947,1.0386310946279056,1.051399430902915
+8458,1.274586015625,0.28191546875,4.014258905106432,-1.122937855237736,5.140783244991172,3.544373073329733,-0.2297832689548688,-0.2028412773571157,4.461758291623809
+8459,1.92193140625,0.2730392578125,5.786991322643297,0.7806125025008102,5.86305010289349,1.3681808054774658,1.099701414795962,6.202074188166717,-0.4353655759287985
+8460,0.9571665625,0.15043966796875,3.534912892035678,5.002080647769226,5.134262919620611,0.8782711083313162,0.4710525272129413,-0.1427742540495714,0.6199921666690462
+8461,0.9345215625,0.096017197265625,-0.7835968434898617,4.567440760077293,5.674630245948761,0.1336802056198207,-0.4925726194711399,0.9159811678090336,-1.5164206145060106
+8462,1.061026328125,0.081512783203125,0.2138525540277085,5.481238704550234,5.324580312603083,0.6763257989587043,-0.2708210467482346,0.2928602840507103,-1.1140468355760809
+8463,0.800596875,0.15332853515625,0.0119447604007046,4.467929348529235,5.533277092464155,0.5200227370109463,0.0674637677506697,-0.6608503411050874,-0.7859485532957233
+8464,0.7573725,0.166347109375,0.7832948788640897,4.592994585993168,5.037482853270567,0.5314194479948924,3.5774908698588423,-0.9690961212202812,0.1322617952754311
+8465,0.864387890625,0.1118334375,1.985314328914102,4.737691184487593,5.162478868014332,-0.1619393003412074,-0.2461857288827693,0.1398719692437079,0.2551536431350477
+8466,0.73534484375,0.104094541015625,5.092019856222708,-0.121373643393662,4.889284861791613,0.8751188175500176,0.1029927968635944,5.722514842220384,0.0594644541949577
+8467,1.0426884375,0.11195525390625,-0.1791562711682386,4.532810633207288,5.3239525313679,0.8473913212097006,-0.1086142197587313,-0.492843628963427,1.2055458316834975
+8468,1.00854421875,0.096961748046875,4.498491411495931,-0.422988120887988,4.74295138660705,0.2800801083377141,-0.2648265458575046,5.148916565621584,-1.6520082605640647
+8469,0.748356015625,0.09026103515625,1.517961597031532,4.900215653750048,5.216195331515212,1.7515163043107511,0.5494325208210447,0.1743143971006619,-0.0478275879234876
+8470,0.929014296875,0.095535322265625,4.621641299093847,-1.5150506647250652,5.034857306213496,0.2288780574592546,-0.3149704297197016,5.220013034412281,0.4232390201469083
+8471,0.887064296875,0.1417694140625,1.1236684829397987,4.839952237731436,5.71665827287426,0.6026267048320038,0.1320445784593858,1.0108843502459537,-1.3016915680802592
+8472,1.74838609375,0.2067060546875,5.587002929363076,0.7437748945206266,5.52470190821605,0.9396862909813218,-0.3325359804810509,6.385388289418692,2.1721476769613024
+8473,1.081815546875,0.144499267578125,0.1973430840027201,0.252788028378994,4.126870267262913,0.5035935369879767,3.1344292543297594,-0.5157543626308606,-0.585861717854596
+8474,1.059661875,0.143875771484375,1.2927311157879169,4.81547087854088,4.891036511735677,0.7262818333898162,2.0870006484730785,0.6960779534302024,0.1934040990921158
+8475,0.760740078125,0.0777573583984375,0.1488705312324645,4.942794286696637,5.01995895259071,1.0640389032078976,0.0924102140040322,-0.2255244830775324,-1.0483827011264282
+8476,0.5137608203125,0.19019990234375,3.833149848922147,1.240165294517488,5.214332563591589,1.3424079769576525,0.0003462123252904,5.567295377680408,1.6110376714112562
+8477,1.117859921875,0.101889775390625,1.0502836541915697,4.958854016052221,5.529617253689955,1.484730235081868,-0.0677834593970115,0.8325269459298199,0.4408425663693936
+8478,0.760860390625,0.14833271484375,1.2413709207750867,0.6227519397561081,4.874381354499499,0.2524470154011367,4.048048934501448,0.908569991896132,0.0362701528097924
+8479,0.94093171875,0.127769091796875,1.2857260874562175,4.780015331819428,5.332786041803428,0.4044762996139118,-0.4057034221314533,0.1333894888885279,-0.1983643823589585
+8480,1.140669140625,0.1400447265625,-0.2641069296632119,4.719331083360463,5.620373098482275,0.4020565330407289,-0.0439409289177959,0.1079687730988846,-0.016819380418624
+8481,0.697141015625,0.17601771484375,1.424575634944702,4.607549499497331,5.462444121859774,0.3098209636940598,-0.2214741459343312,-0.4852590985881022,1.4901801335547045
+8482,0.732794609375,0.0947869921875,4.519460116945732,1.1251414118393153,4.924624473039596,0.6384778729653108,0.2002359524280725,5.355163817834797,1.7128769624361988
+8483,1.055698046875,0.13782255859375,-0.0448822897821103,4.416386282921238,5.807002621248724,0.5910992035319196,0.0408218602094317,0.8137887304996188,0.3157554096740435
+8484,0.88386078125,0.11612474609375,4.495436394275316,2.203475386489594,4.944330760528032,0.7410339485662412,-0.1902204589103605,5.371119726527085,1.1417599296670955
+8485,0.937667578125,0.122701845703125,-0.5784457455515525,4.51861363310861,5.209032375403038,0.5674986453197767,-0.0080543816942544,0.0373823244985266,-0.5978163635184434
+8486,1.035587578125,0.3660589453125,5.820759233225165,0.6907807015302674,5.669795885778414,5.347131911278963,-0.3259939486957476,0.8400936985523225,4.317898157768757
+8487,1.085471796875,0.1451773828125,0.1072233012642603,0.8336218839922496,3.924708291138995,0.7241037399038993,5.372722283154926,0.5194870830502658,1.25436864371898
+8488,0.979873828125,0.5180694140625,5.325808427211396,-0.2543376079467588,4.914598765826013,5.104275243286268,-0.8131410280529666,-0.7932954918499666,5.059213502454956
+8489,0.72301234375,0.137380888671875,3.9985379935966487,0.8048256974474765,5.122549522900874,0.8597248213655007,-0.0186049073926188,5.012667965957246,1.1753219294538553
+8490,0.858186796875,0.105990263671875,-0.8059605560850285,5.209969079087378,5.232902838136731,0.7912243566436092,0.2585992045625258,-0.1288525569530512,0.9381162687282216
+8491,0.765299765625,0.115147783203125,6.054510932785725,-0.8139581105239815,4.304600801103579,-0.2239524776668634,0.1612796885335478,5.628299376969889,1.8780154536889044
+8492,0.76463921875,0.1356333984375,5.8008405957344245,0.6681566158375184,4.946450449311452,-0.3702588999982372,0.6664109574028925,6.076426294271664,-1.6861354073360049
+8493,0.712811171875,0.168915546875,4.609471866258125,-1.093936184345849,5.437417017594376,1.2007682345050052,5.155532745260493,5.018696902064401,1.666902436187075
+8494,0.898493125,0.13017728515625,-0.2650939631399707,0.744832178595268,4.8469340458340575,0.1799545019817779,3.329370739327166,0.2323508533017706,0.1700934796353579
+8495,0.855143125,0.0948266015625,-0.5234832067253936,4.954295017769303,5.371517763018933,1.0465671813082555,-0.0682695132797381,1.5664009897802518,-1.141909009595386
+8496,0.955928671875,0.2483908203125,5.26275009784487,0.3137469667406657,4.888163852268812,0.8548180470889891,-0.439210905478025,5.271583831425185,-1.389777070498893
+8497,0.71653046875,0.0663170458984375,4.649642543591543,0.2922037354529911,4.74788886801482,-0.0376891096297906,-0.4460930123933291,5.890481234726049,2.0639176716391807
+8498,0.737675390625,0.12694333984375,0.0070994041706758,4.571881802779532,5.15783832293856,0.1468608708705175,-0.4057742211847642,0.1272974955764634,0.6653746912243603
+8499,0.79167,0.149620537109375,1.3313902062038074,4.55821819020712,5.183897433304563,0.1881031041906057,-0.4152385583920242,-0.5460032660771229,1.423762767836222
+8500,0.76716328125,0.151043369140625,-0.840433005638576,-0.0303638150381393,4.175967592845487,0.1749377331510697,3.929683217966187,0.7735888689795555,-0.2032595873818357
+8501,0.842336953125,0.140650830078125,1.3395995660327071,4.491501297832134,5.235460615382809,0.3299779034467014,-0.3069718030069532,-0.5414265811903767,-0.8513918857982603
+8502,1.234742578125,0.128084140625,-1.0094728099203896,4.414925420870032,5.490500195374231,0.4225300838964053,-0.1812277600911346,0.1103234810636138,-1.4237597856112862
+8503,1.3415740625,0.5414783203125,3.3469400861648597,1.1017386447983388,4.522410517314449,5.218517640514481,0.5210380942315658,0.6740059307853391,3.2920634019425075
+8504,0.7981028125,0.1413799609375,-0.3410767569168388,5.334835479428356,5.543672502001004,0.3347859354010733,-0.3626742354114455,0.6955156214428089,-0.3178027782528805
+8505,0.67712765625,0.096855537109375,4.551922997345248,2.1225683826818327,4.943133178356234,0.4606294108787013,0.0855779086227159,5.644261820980231,-1.4625343451407051
+8506,0.76549359375,0.11533201171875,2.134061447132986,5.575880262352748,5.240424983043424,0.9168662819399988,0.0482166282430984,-0.7808248205742354,-0.593087666802588
+8507,1.083454296875,0.1498185546875,-0.2297672811352162,4.468043542602308,5.489108289877615,0.9247362380633196,-0.2064817015431212,0.5265486518366281,1.0714080247918183
+8508,0.969327265625,0.137761962890625,0.377381491082665,4.221523375420454,5.129305762293672,0.6535107111351637,-0.1335267279279109,1.3152651112087326,0.5219398351061864
+8509,0.709383359375,0.11482732421875,0.9578257208737816,4.414227570393586,5.242734454099916,0.9761849176037442,0.1262108253196692,0.6870157121286156,-0.6053008938381147
+8510,1.19974234375,0.13857328125,3.7932564487445,1.4668816984353463,4.625536285077349,1.719419520909087,0.0937374999024779,4.926372454569579,-0.9057254689270676
+8511,0.83554609375,0.0794268359375,4.357642438794368,0.9217657643738622,4.824363379993117,0.5539399674194991,0.1986375469751807,5.560925720178375,-0.4026343268613497
+8512,0.413206484375,0.1273226171875,1.3422490149913886,4.397246010524164,5.117425668806512,1.4001013768179995,0.1480899157188641,0.1647375182735152,0.8025845950685955
+8513,0.84997234375,0.09992865234375,3.940882353845384,1.532554135969058,4.873897658857211,0.4013945221985523,-0.3246802959605112,5.428488472550968,-0.6840966160220032
+8514,0.79539203125,0.121310810546875,4.64976665716032,2.4760994785504717,4.895825035754826,0.3843633702021963,-0.2552344002178295,5.413644608237685,-0.6127640486779934
+8515,0.85748125,0.162429658203125,4.591316425608125,-0.5011183946217169,5.576761491343676,0.2473606676032458,0.0820881774527537,5.642803869577302,-1.4637277898075058
+8516,1.106613671875,0.16715244140625,-0.6601388652498206,4.585452853903745,5.195592229326926,0.5033489893159897,-0.4200377322544253,-0.1391728923365822,0.4332076986857426
+8517,0.874970234375,0.133859501953125,-0.3348050683718417,4.233584778128197,5.083824857046751,0.4153564504822288,-0.3779013478189948,0.4673904846254845,-0.5092637958987405
+8518,0.918475625,0.15009880859375,-0.1317189378357282,0.6151933859873917,4.283921008268153,0.0348744011286394,4.635563181219046,-0.6421639944741435,0.3675006009420143
+8519,1.011685859375,0.155399482421875,0.5211315474423667,4.759515435468352,5.458268683870323,0.8053888171034348,-0.1111796911820629,-0.0354547524374216,-0.4122484708083735
+8520,0.938112578125,0.08769560546875,4.438294671491117,1.367417978818777,5.132712382734049,0.2097914338841368,-0.1640245445314037,5.122636249744558,-0.4293681135843889
+8521,1.239303046875,0.121185390625,-1.0828544867261232,5.241067855000915,5.51939341822922,0.2841952421035067,0.1843187028975013,0.6606184739362336,0.7307053385517952
+8522,1.226860078125,0.146619423828125,4.640058317305054,4.874454232653518,5.381532637064851,1.2921252729306865,-0.0402358835620888,-0.2642655438716996,0.1198465913307043
+8523,0.76638125,0.081446767578125,0.3754516877867584,4.180513064206076,5.050092788340573,0.4799839985068334,-0.2286578419331669,-0.4030966715730016,-0.0509702474008735
+8524,0.81426375,0.1412593359375,1.4226632136071315,4.3480104024479065,5.288647406682993,0.9755065281988892,0.308015604988306,0.5415389908982324,0.4147577559227076
+8525,0.978020625,0.119256064453125,-0.6066964298330982,4.84284388693672,5.11358073544474,0.961908758699328,-0.0609658985949972,0.2462572208853329,-0.7143697572272338
+8526,0.90313234375,0.098826865234375,5.273451260968902,-0.2648936792297219,5.060552382547151,0.6159400760886439,0.0581715725172111,5.8996238675637525,1.8531044253739457
+8527,0.933745546875,0.17431103515625,1.3578756268343457,0.4984505065278526,4.5237742602522095,0.4473088268681143,3.3350889805825465,-0.3077432388496947,0.3627513877431674
+8528,0.914511015625,0.139738076171875,1.29667597019384,4.592411297163949,5.121853402202734,0.7559847800765201,0.3182794341555967,-0.6248597859339486,0.20593761021776
+8529,2.0252275,0.881901484375,4.400526351851831,1.8204829872138608,5.380630451150795,5.956104772247954,3.139111789510642,0.8687709968008583,4.457866505995535
+8530,0.7315625,0.1027797265625,5.363538553276464,-0.1645509364279207,4.8288927646037285,0.1032830248253633,0.1100616310492418,5.780331458543455,2.26330995727459
+8531,0.7631740625,0.106603564453125,4.636558364472535,0.8911220182143311,4.807451281003783,0.4294406779908016,0.2719916232055445,5.765965502676502,3.783839621922576
+8532,0.70798375,0.1079405859375,-0.0733012138696836,5.295861198484128,5.477117736698863,0.1665853929130249,-0.2573773087267005,0.5307945727332338,-1.1060589449298237
+8533,1.018459765625,0.114632900390625,1.6844575042206125,5.209052991478903,5.676843070613107,0.9826193736810704,-0.5003699998388791,1.1212735031636334,-1.3340521688178066
+8534,0.841383359375,0.09362400390625,4.331482224882971,1.2995864086194495,4.492477369544494,0.5913436252424711,0.1680441517798772,5.648519099171049,1.1513464924587828
+8535,0.857167109375,0.11635578125,-0.0478194973194206,4.980143223274024,5.519078694274786,0.5557069493339427,0.0845628242359477,-0.3943995856731043,1.2869629487322287
+8536,1.10119859375,0.144912744140625,1.174260242100494,5.27768383550487,5.628956333365195,0.6538184686119706,0.2220214526506993,0.4007436624898085,1.0373285485518962
+8537,1.025631640625,0.1077089453125,2.4673945569111946,4.861602088764904,5.630438207838473,0.450783944692297,0.3603650831736696,0.6631257163505377,0.4277777474945977
+8538,0.65932515625,0.131377490234375,4.938591903212754,-0.0728408307606528,5.034680306089946,0.4948025679601048,0.3721225369244231,5.935472973220429,-1.8897241881528832
+8539,1.48175984375,0.357751953125,3.713451404429048,1.8050208682840985,4.7012401322512245,4.515428292211443,-0.6118277178074987,-0.5622519803094723,3.4176782567961945
+8540,0.833228828125,0.092574423828125,1.4978995032575015,5.036933661088304,5.690238729537196,0.5067547287221971,-0.4957862605444653,-0.3614251755399966,-1.146336630003983
+8541,1.35181984375,0.495855859375,4.838601181313364,1.4573562057006182,5.1518811554424255,5.713882272292392,-0.0485414134723367,0.1635568185229663,4.043577995411736
+8542,1.33237203125,0.36900671875,2.8686740024739072,-0.1304000985975004,4.658336573923442,4.939103931518633,0.9135352087373544,-0.3160966767308812,2.580941349963141
+8543,0.796623125,0.093955849609375,0.9993023856248324,4.144135892166384,5.097656365178811,0.7909754909539425,0.5527440844862351,-0.5440106291239485,-0.2937473299310442
+8544,0.959046171875,0.12744802734375,0.2595519968096174,4.10710151850009,5.225869869476814,0.5397784910283119,0.6642672456167591,0.5996412285057021,0.9151622561017334
+8545,0.94838484375,0.118893603515625,0.671875768187569,4.517174244132936,5.579380958088612,0.4275430370435291,-0.1909041402214787,0.1166965603403036,1.304827508155741
+8546,1.125954140625,0.1012338671875,0.0845751251375236,4.1029351824419305,5.490167511423282,0.182677543725784,0.1950437874396985,-0.2456024637016125,0.1187014104852858
+8547,1.11902609375,0.13657375,1.2042940520182757,4.662915308356884,5.05997273657347,0.4592208025356536,-0.3974302420391763,0.8330942750643828,0.2251842767892914
+8548,1.110696015625,0.1361962890625,3.5274580492890126,1.3464190745811695,5.543430233175463,1.6858331958195787,0.305184792121712,6.06798740605947,0.7830591430015428
+8549,1.20208875,0.5500249609375,4.175582206145949,0.5722142390440201,4.884922540479935,5.734779404474376,0.3496351316820608,-0.2112515663318765,3.8986646778742178
+8550,0.8410303125,0.15675091796875,0.6852737490331134,5.179992592616912,5.745177300147943,0.7391009058780276,-0.1428160186107811,0.1332507091906713,-1.394007717345175
+8551,0.951217734375,0.109093974609375,-0.6572332015271114,4.638397747555528,5.366873843448376,0.7165901363978947,-0.005888878444641,0.3546517319025243,1.3486212446467294
+8552,1.059691796875,0.149213662109375,0.8582051525855219,5.273066833265592,5.534583606483357,0.7310020706685322,0.1407110979005855,-0.0423086778534595,0.1155028672460652
+8553,0.6707071875,0.11140736328125,5.185498040274293,1.1226040961758688,5.033076679074615,0.1584314942036669,-0.0096319263417814,5.6067026843426495,-1.6741239276510853
+8554,0.891215,0.15635724609375,0.8125998166684852,-0.0509574168494356,4.223809051442955,1.1209740680790834,3.117045832502987,1.058226399582766,1.2482681327638396
+8555,0.75192203125,0.161948984375,0.7953611732106705,4.4976694725237145,5.537898526294935,1.0655589764001847,0.4744866173048701,0.8969608777055731,-0.4899214301547369
+8556,0.833874609375,0.109185791015625,3.963540372968424,0.6999437431918245,4.392480777815707,0.2520501577332065,0.8736675249878354,5.882496051834866,3.7780931593342593
+8557,0.875807734375,0.0660470068359375,1.5381160777938951,4.41376236643556,4.773125130368059,0.329649153271722,0.037730427407754,-0.4393082277467723,0.2179340641687814
+8558,0.86689203125,0.0840001953125,3.85003082662408,0.7558636754414029,5.088505267494693,0.5574766467982097,-0.1264924081171324,5.43127097737734,-1.9830664899794288
+8559,0.952585078125,0.112471337890625,-1.4955447759932594,4.692144685986221,5.845289413177515,1.2170970364334452,-0.0998985061504035,1.0891425871980138,-0.5741825058850084
+8560,1.17487640625,0.396266015625,4.033029719286935,2.1905168301661697,4.665697556466967,5.2520069357070645,-0.1245205873543419,-0.5194654348241847,3.873561565532646
+8561,0.872975234375,0.0789599560546875,-1.715429354028051,5.110940765353182,5.302116792095088,0.1817680265258271,0.0412973846434122,-0.0691841737096231,-0.0348144768291902
+8562,0.83121390625,0.1182676953125,1.3928702191801992,4.713050411637887,5.525797619912341,1.0429335473659582,-0.1891597768817609,-0.3918122662486576,0.0093906995746198
+8563,0.83623046875,0.139837099609375,0.7537974363373197,0.4191141271573171,4.790287197074899,0.5778554285205529,2.8519175309365354,0.1098560333132114,-0.6250198575322525
+8564,0.846699765625,0.15879365234375,-0.6477565982048217,0.4526806827981073,4.338993026787435,0.2745513097072875,4.293032078159759,1.3286524734731746,0.2914358827523627
+8565,0.781937578125,0.23915189453125,3.558654376017853,0.8615366432291237,4.213549287573941,1.079108739087184,2.847393982646545,-0.983194772047289,3.4625078385175603
+8566,0.87765390625,0.085390625,-0.840194290942186,4.773809312263389,5.312885996708328,0.6673265215227296,0.408218196724207,0.3889409596638918,0.6082187423530706
+8567,0.68959953125,0.089133447265625,4.279871696456727,0.6628445727446601,4.944901054516166,0.340950983572702,-0.2296594242406627,5.404459323243495,1.214646035507522
+8568,0.8608578125,0.1354827734375,-0.6804532440454983,4.952601400732881,5.717222029114937,0.1652401135358351,-0.3611533881384042,0.2089591349761239,-0.1901355593600519
+8569,0.679053359375,0.140303974609375,0.3011760860684985,5.146354727922821,5.481494356456984,0.5693783263058937,-0.4470983305036354,-0.1372044465684343,-0.47173854789445
+8570,0.98075265625,0.14400298828125,0.8483053567416917,4.762568059412125,5.646822153250382,0.3723954060336916,-0.2829686893667472,-0.310971663203648,0.6257266196930733
+8571,0.7303621875,0.110211357421875,4.263688700885901,2.202136447447198,5.047505070850695,0.2465201932105009,-0.0542416643157433,5.962318129519267,1.5925743106123604
+8572,0.909752734375,0.13589384765625,1.0222225489490075,4.23233214450719,5.5671460480978885,0.854261777371493,-0.3032860059150217,0.0285067504766004,0.1422593538827876
+8573,0.7194440625,0.16154630859375,4.769382999078059,-0.6289343983002971,5.222904462546513,0.1269967970101007,-0.273240203232604,4.95909979494126,0.2614129875676345
+8574,0.964346328125,0.108598896484375,5.0501675791658585,2.510469172463362,3.92072652594238,0.9010747689364764,-0.0208862331993049,5.5018726259512905,1.5126716522175312
+8575,0.94223546875,0.155352685546875,0.4909666211909528,0.1194316464702344,4.96543092182381,0.1015157687847658,3.534249570327608,0.0473728198183979,-1.040732146406987
+8576,1.3125428125,0.23815912109375,4.288796413714141,1.8365296774662008,5.0237517983173445,2.9620616343171613,-0.3130387768310395,0.2186682798530783,4.319593440876949
+8577,0.9827028125,0.132240439453125,0.1277133079630185,4.87868871651308,5.525752058230166,0.18914445353395,-0.2639771076442474,1.8229643285166128,-1.623355745422225
+8578,0.85204265625,0.1195519140625,0.3465251185259076,4.531455100827983,5.584350533986525,0.6852477180665963,-0.2474012227619159,0.1357337436559856,-0.0873161424322891
+8579,0.706810625,0.133213798828125,4.001183458811211,1.5289642060514002,4.842674949687446,0.2863888178081954,-0.1333560985539014,5.2117107755153365,-1.6105451523276912
+8580,0.9268446875,0.094768388671875,0.2064162587699057,4.416081964409581,5.541381441498662,0.6526358584072933,0.0694091882571597,-0.0655958828397848,-1.2926742499154238
+8581,0.9265590625,0.123176513671875,0.7556938908029265,4.88974855118333,5.468456544696913,0.9375387536837632,0.2137695243661287,-0.2329200729558056,-1.0951680251696834
+8582,0.87480171875,0.13240185546875,0.4399817531959717,4.324000330782967,5.334251282644464,0.5928056182512059,0.2949071962936606,-0.012569790196199,0.8772896402779478
+8583,0.9424203125,0.1118634375,-1.680290671425082,5.8667205556166815,5.6689565087677485,0.4393613457047025,-0.3668476970676836,0.3260639644948291,-0.4754875551452661
+8584,0.854303125,0.103160185546875,0.637389383452549,4.874171481086138,5.188203097648036,0.5541250200409522,-0.011682203586319,0.1217297791239625,-0.6404126994942596
+8585,0.6741525,0.105024697265625,4.53803153187274,1.0194156298882693,4.529970695257433,0.508086501643197,0.1205895787466931,5.185784197425497,-0.5376865209268187
+8586,0.879835234375,0.17551064453125,-0.594273783726771,0.5626747987174212,5.018411282144367,0.7428331907920466,2.025318132141644,0.3087658150045855,0.4677218023588324
+8587,0.872902578125,0.09782169921875,5.125690413950728,0.0882537610715418,4.785974187292623,0.3285626425403285,0.0005924160500663,5.620747605255812,1.4414080716810496
+8588,1.4471334375,0.569791328125,3.9657838162936,1.4496228799322295,4.9596421356857805,5.630605167384982,1.6819858895578712,2.8223779185738125,4.001285266610404
+8589,0.926910546875,0.153449775390625,0.0810814841769151,4.468373901134286,5.22126319235187,0.6147856378648783,-0.2610859157313569,0.2592903076149743,0.0705350099887484
+8590,0.837953515625,0.081346552734375,0.8929063450167557,4.870410519405584,5.008661304858784,0.9425559177144992,0.2102463824470841,0.5014542031394278,-1.296635091907328
+8591,0.77715234375,0.1898104296875,1.027452522594805,-0.1606110054660121,3.769470888458507,-0.0086531345146043,2.655746651046697,-0.2225759101553313,0.1738214135255078
+8592,0.930025390625,0.088199697265625,5.246425266341974,1.004858220905834,4.753885407946604,0.3766870661547831,0.1354989312444479,5.653643114225212,1.5219229328240038
+8593,0.939912890625,0.1809721484375,0.1449400638270344,-0.3245498346931108,4.111105297131209,0.9081360326701616,5.386394241924744,-1.687208972339782,1.7123910887037943
+8594,1.27357390625,0.2986443359375,5.218521552915202,-1.073677816855383,5.513151730192623,4.897689502216937,0.2037893194430247,-0.8837749849455347,4.793217637844801
+8595,1.08588375,0.122437802734375,-0.1275680815042797,5.163556014908518,5.531354624135022,0.615758825123491,-0.1632835960866711,-0.1452332520172653,-0.6599567517151816
+8596,0.79748640625,0.13359486328125,1.0614185617390572,4.222513643525893,5.259479495488196,0.4811395393423827,0.1903863200046301,0.086194941060654,-1.0415113053517335
+8597,1.016733515625,0.131285673828125,-0.9327129717803082,4.492021377318745,5.6715800173950734,0.2544849111242732,0.2803028437295118,0.8115602704583014,-1.07821084566792
+8598,0.655664375,0.131713544921875,6.158129077207669,2.094266167344016,5.154119306576263,-0.1732375760444218,0.5108040558424413,5.890048595102814,1.0447399044686847
+8599,1.022678515625,0.403102734375,4.04677430414241,0.5996685800307435,5.0243840462118605,5.189889593518892,0.4153734037689022,-0.325180718031171,3.5139786612926587
+8600,0.774024140625,0.14042638671875,1.0462751942429884,4.692203010861416,5.6545349898938735,1.0162435077636902,-0.2741490526263466,0.3750435246244543,-1.0123793383203554
+8601,0.995348984375,0.145923310546875,2.1309198839957,4.590836652881508,5.601301170488067,0.2083887035586876,-0.1755766339429317,-0.7753209177118437,-0.855772369148103
+8602,1.226713125,0.16226943359375,1.2999862661006436,4.464230743335907,5.15951512493144,0.1733625503385689,-0.142115093351005,0.2793465149911115,-0.1543268481720184
+8603,0.866321796875,0.178977421875,0.9462289793232914,0.1586177488381314,4.495559289414524,0.2821742848305688,3.978998328021391,-0.2921964475741381,1.2690080387139042
+8604,0.995890703125,0.07050154296875,5.126133057670798,-1.4740046670826006,4.652759979827169,0.3675214015125946,-0.5645355562679938,5.145254797623747,0.5031239670891189
+8605,0.889363203125,0.08558265625,0.92394306456799,5.443646265106826,5.287310128302485,0.5296411419818282,0.2561534808853469,-0.1910274862557725,-0.114400101364486
+8606,0.829825859375,0.0892138671875,3.2387897266910626,0.7480871292462236,4.920407110140893,0.4217658996266761,-0.1130970297717374,5.3481130495312,0.5187611766268214
+8607,0.8107059375,0.1841484765625,-0.2519052290483037,0.3596361834313014,5.117885506542568,0.8164128891642376,4.100449399820976,0.6284240543917621,-1.1019896779906606
+8608,0.848758125,0.160113876953125,1.5394538379610807,4.824847292638548,5.347618359512883,0.8534347104114234,0.2547355484179796,-0.2411651102419213,0.2835503592124804
+8609,0.76931578125,0.128786865234375,3.874338154632328,5.192732700317492,5.483128931620927,0.1078040753775905,-0.0181064805059995,0.7451057361151724,-1.3488182201356216
+8610,1.1698271875,0.4431753515625,3.6891939717620135,2.3291561140258032,4.257730489485362,5.075662744879393,1.0955195309961614,0.7880686129410334,3.3091321094126744
+8611,1.5226571875,0.27965396484375,4.3723747185327095,2.241075793318421,5.198916614357909,3.265573116635841,0.0771912708877989,0.1036482596767658,4.373062920526906
+8612,0.855139921875,0.1768560546875,0.5226018919884339,4.3891624108982645,5.106356452293073,0.7610095016989806,4.5080578748798334,-1.7384186675001916,-0.6604134022037383
+8613,1.09965484375,0.17203546875,3.332409764629361,1.67989246885632,5.183967458910773,1.6150942525283825,-0.6368895401199668,5.378921053154224,-0.5510100568257528
+8614,1.168349140625,0.138884140625,1.6676334146382747,4.320165638046238,5.518669391404565,0.8579748907080471,0.3500952438701196,0.3277582885369212,-0.7161619441593892
+8615,0.636501484375,0.124973212890625,0.5697145493789679,4.92536346835611,5.848248432173493,1.825102052396432,-0.2933477426745512,0.554965854371646,1.0989241963485552
+8616,0.79616796875,0.13377248046875,5.805333767805399,2.4348319629703563,5.043451590498614,0.6785059682870379,-0.1953823336397604,5.7221722671106034,1.0727551011712575
+8617,1.00606453125,0.1668121875,2.1567674122008205,4.612729749222356,5.375930597979638,0.6444482598573532,2.827585282467592,0.1081719839945839,-0.9044061070883572
+8618,1.205062421875,0.118311513671875,1.2208034874153115,5.027835412639107,5.801225934659837,0.910713334864094,0.3141346421097606,0.382226660479047,-0.5492082803209558
+8619,0.878213671875,0.127995927734375,0.8396299629479225,4.954464862676754,5.465739625704998,0.0455268005842838,-0.4879269029820479,-0.4133153223386466,-1.09399059897587
+8620,0.664890625,0.133645263671875,4.948507503913933,1.3667401639988317,4.878340549233668,0.8682245602117836,0.8584710745029118,6.080850794850884,2.6956098559923576
+8621,0.9310859375,0.1206705078125,4.7044838850590684,-0.4511585617281989,5.035540714376427,0.077332788731035,0.2219925434923884,5.626226424898373,0.8887186491269954
+8622,0.9996746875,0.134673837890625,-0.1186434826812374,4.627378484982919,5.297199947297391,0.0349782138401649,-0.2924424178583878,-0.0416259835021287,-0.0059948283617522
+8623,0.905195703125,0.0634125634765625,-0.0808666488588838,4.503630267029483,4.837186498873822,0.816428145384199,-0.0967378582852483,-0.2546710621419406,0.931321310008452
+8624,0.3206141796875,0.120555888671875,1.0153465604967842,4.986264609931598,5.296128804156472,1.5232148190098889,0.3766154466932532,0.4562904052822646,3.0155948596209505
+8625,1.008174609375,0.1045128125,1.234662579442772,4.315124761084661,5.311527333717891,0.4349509260178742,-0.6260456075650143,0.5231056532310849,0.0290541532336773
+8626,0.67591484375,0.124672568359375,0.682954082077152,4.794047251221189,5.306269762513847,1.4853863459915473,0.5056645190668719,-0.4171604300026456,-0.2309158055335619
+8627,1.3733809375,0.144810732421875,0.829397488155345,4.880518917204981,5.620242409219046,1.2442865372482048,0.6215812789573437,7.653549337063373e-05,0.6543268712271552
+8628,0.783240390625,0.21070474609375,5.6720288644284205,1.3593547997886288,5.188962129148927,1.3961716030793352,0.4606336921337494,4.699177958654755,-0.2552911353653758
+8629,0.773087109375,0.13442900390625,1.3300977000027432,5.025012551186555,5.535636726960132,0.2392689830893649,-0.3495961527856625,0.1979422062947542,-0.7602484188234502
+8630,1.2765953125,0.4100517578125,2.7703306233378955,0.3725469506657493,5.093615493457309,5.646281796856262,0.9311841171681916,0.1411966968459543,3.97841448788998
+8631,1.11001703125,0.1374012890625,0.5834228845833188,5.73756814434613,5.559737531294297,1.2353219690832211,2.8528962212000275,-1.085378283784868,1.3102024844422802
+8632,0.846695078125,0.107382490234375,0.6891573090886731,4.617328952350892,5.512768080270183,0.4687583030701183,0.1063552501308642,-0.2798608034213165,0.2603548225184591
+8633,1.055465,0.3262115625,4.768901915328249,2.259602147430798,5.602585645551558,4.247809006508015,-0.5175424740816387,-0.0956175392424228,5.253137501439579
+8634,0.9131428125,0.20773517578125,1.4265930478726505,0.2255374068213236,4.766563381461848,0.8062803683651832,5.586935002497176,-0.6260874943870413,1.918400111676836
+8635,1.54284890625,0.19044052734375,4.742545121141252,1.7210137168471995,5.502446365998385,0.6373548084164367,-0.3851675281311661,6.383783304423206,-2.372447030191579
+8636,0.6468369921875,0.118769384765625,4.022473204752382,-1.4940875352009593,5.022604729577371,0.5797982896160843,-0.4820038041706118,5.511222145120013,0.2294772758618064
+8637,0.935924765625,0.129687607421875,1.201787902203113,3.7344004800299504,4.718084762899967,0.2972124222319056,0.3144329151901074,-0.0716802945790413,-0.2748755981633169
+8638,0.989417890625,0.101206865234375,1.179903857325399,5.600666940238889,5.58804854559189,0.5406199913607628,0.0464989222173188,-0.0977825984739926,0.050865920870292
+8639,1.7250575,0.328532578125,4.954912703854162,3.1751168560140464,4.956411763373549,0.4268224465766466,4.76965591878885,1.0484149806902772,2.6248968175982905
+8640,1.242835390625,0.122677236328125,4.890809232979405,0.428315829582163,3.8670678134667087,2.2579588440978844,-0.206424298346279,4.604712929136852,1.0771695320028805
+8641,0.684174609375,0.15242359375,0.8272101662190617,-0.4127638366339878,4.783515172663888,0.5705505612628798,3.4916839549756253,-0.6675298042207439,0.1233782661013725
+8642,0.5067946484375,0.154127880859375,-0.7850375105927099,5.334161678465059,5.665292013601744,1.8104653384979643,0.5257543123006085,0.9117037596288312,0.7244633726471486
+8643,0.85461453125,0.08625296875,-0.0372346763631585,4.758606293915079,5.100256980600479,0.7519229979033484,0.2652781599774592,0.195995223766997,0.6842233483237052
+8644,0.866168671875,0.126830537109375,0.8784886714793201,5.870734894975403,5.699457279600375,0.215406784430562,-0.5270431171402272,-0.3582505578842438,1.2700816474416057
+8645,1.05295109375,0.237265234375,3.674695413228737,-1.1664180467564509,4.32160776730891,3.234417409458426,0.2122006774017807,-0.551172047692082,2.7764270111802416
+8646,1.02233390625,0.1638675,0.9756898637341268,4.8057457818592,5.6802740536836085,0.9078663969232196,0.1857748740214869,0.2915456934264537,-1.3592290096735062
+8647,0.734350078125,0.126659501953125,3.2556797309182044,0.5377658077516454,5.131564366986612,0.6225954117540573,0.3077259661658839,5.696164550336489,1.2673360916793204
+8648,0.92258703125,0.1237226171875,0.8200652785748508,4.440736007093688,5.23402560115612,0.8062759231997563,0.2031909458404762,-0.2666619391277083,0.2155027743394365
+8649,0.797530234375,0.4198862109375,3.5947749735550123,-0.8313340176663551,4.7236560995191095,4.492575536072857,-0.3543784226076311,0.5209250989160794,2.551624369025601
+8650,1.76388984375,0.15825357421875,5.918831779578903,1.9586739194130416,5.462513681603724,0.7267649211191503,-0.1177110877242598,6.097687154027521,-1.5072164822466592
+8651,1.233003671875,0.147259130859375,1.7441573658147136,4.683593055429338,5.6381016252937,1.0583863026146303,0.119138793835727,-0.2299951794491049,-1.2290194902803702
+8652,0.5628501171875,0.12070951171875,4.554163740556765,2.5125404376687475,4.991818319747598,0.1856502514670804,0.0983785258742153,5.449012807052588,1.2437824937651762
+8653,0.866472421875,0.0733886279296875,4.270060317232236,-1.0956445874913625,4.6187874292414905,0.9234692870258436,-0.3841833294896358,5.944036474576066,-1.5620714084935627
+8654,0.536405625,0.143259462890625,1.815542588443907,4.708051142902183,5.244535012969702,1.6986592239656504,0.3456385898099892,-0.2445159063491388,1.2474962856227385
+8655,0.7628725,0.120690908203125,5.128575741189909,-1.6571962138665226,4.60262413836298,0.5355691601795061,-0.2583241490074382,5.492614868709975,-0.1884010244895685
+8656,0.889323984375,0.14172921875,0.8412147394442632,4.836252514432435,5.755290766589585,0.5016388408113971,-0.2364362163490214,0.1447000815506125,1.8495337389911597
+8657,0.700083828125,0.108297041015625,0.7269886435413513,5.189769183297285,5.462149330162556,1.2955309681879814,0.337196169558601,-0.2566650317776692,0.2021446611552492
+8658,0.66531734375,0.68617890625,3.2771798935988845,0.7278533569210285,4.795550278527663,4.896697444791898,0.1348654337679778,0.133403203800221,3.399369396128339
+8659,0.952305625,0.159770009765625,-0.774597487938802,4.832194869507498,5.496037500350973,0.7028052949178182,-0.3673862391857931,0.1790956783913916,1.2430742933250598
+8660,1.192926171875,0.3873282421875,3.034887178210522,1.5330285842022695,4.698301986907016,4.805970919003254,1.076516089642827,0.6066677281416595,2.239848703554575
+8661,0.67028828125,0.099571591796875,5.63448884162908,2.011183719569316,4.758268591962718,0.4523099849699782,-0.3483164781294937,5.947360373009821,0.042704725972202
+8662,1.15393546875,0.80871078125,2.794772256925626,-0.3141274858619028,4.645930542429475,5.123061970517743,0.2474995051897016,0.2242514611070616,4.323624118506279
+8663,0.5042673046875,0.1211751953125,5.049801077230261,-1.6832614436895392,5.151656257256745,0.0406419179798148,0.7957465742332632,5.94407480888126,-1.2625361461036877
+8664,0.788614296875,0.08194845703125,3.649026283495756,0.1057907282592049,4.592030204859273,-0.2269655611365905,-0.0471968642581663,5.555421208452697,0.2893142749326067
+8665,0.9698946875,0.0516206005859375,1.1280707544256283,4.913315937803587,5.294135488650244,0.4287857317963959,0.0876101072078158,-0.2847267371211271,0.0474920293742151
+8666,0.855912734375,0.0812727392578125,-0.0522897719274152,4.692753269964015,5.332970805755939,0.0303377988590131,-0.2742849181663152,0.3168253340085551,0.16364474126482
+8667,0.912926875,0.099911845703125,1.306969512585308,4.381965175053444,4.995713751552942,1.608466507857229,0.2632054021905342,0.5339543900081876,-0.9376180836836792
+8668,0.975263359375,0.149169248046875,0.9947529417046672,4.764623928568005,5.348791231516854,0.4459754852658613,0.4200729535021281,0.0465193256915345,-0.7147314789679123
+8669,1.275554453125,0.4089271484375,5.278310647484657,0.8814251491354586,5.051570615090135,5.026057061617186,0.4055011839206956,-0.1974358966160193,4.584187606775888
+8670,1.046160078125,0.135167119140625,2.784563433695112,4.657510619543023,5.647190380068967,0.9687690568432664,0.0329541823341548,0.781075022242679,-1.157141773662239
+8671,0.929596875,0.1162645703125,0.0834373437220771,4.272398574966957,5.524770611534337,0.5887565693103773,-0.1981362261410096,-0.0564624393667256,0.7839423797219963
+8672,1.015632109375,0.158173154296875,1.0608720524375883,5.196324101871299,5.380723392778182,0.3251729934552301,-0.459855774243542,-0.3460899363025649,-1.2746813786295357
+8673,0.715516796875,0.120459267578125,1.411490028755932,4.476210617903725,5.601353900005145,0.6322447488803105,0.1980072929873603,-0.1892486855483124,-0.8415740040183918
+8674,0.883104140625,0.132730712890625,-2.2086363806293043,-1.2997070179444603,3.451874638852958,0.5063310819904218,6.240866617643539,1.9581690165788808,-0.9032856076316422
+8675,0.949409375,0.0960730078125,2.3584162408907545,5.064252120187511,5.518681983598793,0.5581873947338463,0.1892202076043962,-0.1321308182591719,0.3928557285574752
+8676,1.080676484375,1.0850025,3.052217596604424,1.49154816572877,4.662381527707433,5.071458294864318,0.2262661524782713,0.6594697518784874,4.951152107664797
+8677,1.144723046875,0.5083756640625,3.39105970187048,0.5404003696183995,4.881922830606237,5.341379566161622,0.4650250894972967,0.5742536649820354,3.22545333429206
+8678,1.2003790625,0.29277025390625,3.725774457919091,0.8178701415691911,4.603441363068463,4.58891182449206,-0.0490773939778407,-0.3190803744520575,3.544643500977006
+8679,1.2101146875,0.097800693359375,1.380223136236297,4.399884429944876,5.24460458868118,0.6618192429672187,0.067540115443099,0.4397143526507143,0.6807345390386565
+8680,1.121728515625,0.127886103515625,-0.6832684809416906,4.876233681479154,5.565296181314033,0.3246892656296012,-0.1866029882229273,0.0062295482897736,1.055321580019975
+8681,0.66080078125,0.1871123828125,3.0437901628422144,4.860333587811611,5.51054313567726,1.6888447679841097,0.2048208111098878,-0.3287718135146072,0.7917269084497796
+8682,0.6315522265625,0.075771025390625,-0.5196696186679381,4.660718709907834,5.076946531336524,1.5675086840293635,0.2933147851294574,-0.2470718631055422,-0.8623616188018324
+8683,1.0100521875,0.153821220703125,0.478642141688116,4.548351229458214,5.3821329572905015,0.7796740636806289,3.3188840386903267,-0.2395942613053475,-0.617880040963118
+8684,0.95747109375,0.152776455078125,0.8350371340783058,4.488288398002295,5.307575381811387,0.6359096409583976,-0.2104919717196464,0.1805134035498092,-1.113762351332207
+8685,0.4694948046875,0.08496755859375,1.036926973473184,4.915108031757026,4.827632097964733,1.2459008413390136,0.0191709319091774,-0.0764380780694668,-0.4285762540067449
+8686,0.730616875,0.117206728515625,4.810293523950064,2.2057659337632822,4.945963167769425,0.5243220596025214,-0.8048911187217087,5.4554510292491365,2.2210300802522136
+8687,1.210808046875,0.3488809765625,3.4461342458793247,1.4319268100018985,3.9512371799398127,3.0568444216737234,-0.0416255821868049,-0.0064152751099265,0.8848663040490532
+8688,0.83101171875,0.1433926953125,1.8369400361956527,4.757849004696046,5.692934976973874,0.6608904507427962,-0.3810268998505384,2.670151008207002,0.1250048752830798
+8689,1.1845871875,0.09771427734375,0.7502527398445498,5.061360592978375,5.218101370229055,0.3625092963713384,-0.0382941738968014,-0.1991971778189725,-0.86498273253122
+8690,0.3672269921875,0.10194138671875,0.5725865383398834,1.621717987829696,4.8845753797963205,2.080517816844209,3.577192506979316,0.6562060060733065,1.2612216509618408
+8691,1.088930703125,0.130645966796875,-0.3351898300928705,4.18998349908633,4.944728192718546,1.8332428284172075,0.008580494804395,0.038364572457473,1.4447762007311349
+8692,1.070268671875,0.137629931640625,1.1475378914765837,3.959857184764687,4.535089732999685,1.1358078848773432,-0.3705821506076015,0.3695159430715357,1.00622412796572
+8693,0.62876421875,0.1485109375,2.170697433756161,4.455032974313247,5.023387434018787,0.6220420005491226,0.2046166351482808,-0.3191553735576883,-0.0357238332520511
+8694,1.065647734375,0.113873173828125,-0.538328706010299,4.7996073236784245,5.305865491714713,0.9669665056620697,0.3908413066936938,-0.0439826606505143,1.2150634675790686
+8695,1.005116796875,0.123761025390625,0.6931779663615089,4.358230193509059,5.069881626902572,0.241940089021035,-0.5777139567280182,0.1020205187265616,-0.9068451642617472
+8696,0.991686953125,0.157048564453125,0.992071830133458,4.209547820757871,5.07620884104345,0.3217093344760437,1.1178427898792436,-0.1244823377391433,-0.516426750844036
+8697,0.87683015625,0.15499623046875,-0.4309375690450723,6.046535755738623,5.547139272015072,1.329386266586877,0.3742267881953722,-0.6794525792200783,0.7056838534034128
+8698,0.873135859375,0.11188984375,0.5095853799018044,4.470123201761363,5.491824529716798,0.369875392490344,-0.3929975851880192,0.1980212363959701,-0.268691925840699
+8699,1.54692609375,0.40663734375,4.981941520660193,1.0474334573346984,5.358941100867523,5.631640363332201,0.1554620016352818,0.9050642064239552,4.5067898127948975
+8700,0.8673753125,0.178551953125,0.8665465265437998,4.401593131467769,4.988743592364653,0.4605272771986106,3.0560925367052776,0.3339491112601043,1.0529672259199787
+8701,0.794863515625,0.132139619140625,-0.2497546107576745,5.661481075085124,5.80991066427403,0.6310878658003946,-0.552909779274353,-0.1874422430972916,1.6352641083129922
+8702,1.287057265625,0.114124013671875,-0.3802306153266736,4.691090439040492,5.555984874704652,0.9106798308238732,0.132125751023844,0.5175803488186419,0.7351443733663318
+8703,1.69750484375,0.2914437890625,5.583106507356976,4.706273211551701,5.91238354464385,0.882935093090499,0.3538807957777579,5.494633999761803,-1.550570806393286
+8704,0.54709,0.13808060546875,4.325569505878441,-0.4430501175880179,4.901832294676862,0.8675845477514602,-0.15021159879989,5.549075872783464,1.3636272179912323
+8705,0.855170625,0.13861888671875,1.5785501905580157,4.747362985790033,5.427379991763329,1.485160468063884,0.3285260146267392,-0.099036342776563,-0.7982022336387596
+8706,0.7588215625,0.119819560546875,1.5415811341008276,4.620800355832078,5.213400770653467,1.3605686284851652,0.3296394590949777,-0.0108756066112944,0.057023387848579
+8707,0.82112640625,0.123496982421875,1.5367400976746115,4.063280989373106,5.23990681514641,0.5930648114195112,2.942049593306766,0.2829159200219776,-0.0458922192309715
+8708,0.902258515625,0.159933251953125,-1.6263135360526415,4.5427139244031824,5.223873081982859,1.2045177709216552,1.497364639535662,0.3914178897038472,-1.093523873891527
+8709,0.7337134375,0.099306943359375,0.0836338330315954,5.303173549045912,5.113611374784205,0.2004582095008248,-0.4681030889476997,0.1480557023141035,-0.7166660443843543
+8710,1.0062003125,0.1339933203125,-0.0732075061656674,4.184816009844732,5.244948257893904,1.087989618979719,0.0051244574077433,0.5062351078877336,0.0866933518612827
+8711,0.68372015625,0.150860341796875,3.759829988635632,-0.7662668846492857,4.843380942266935,0.3614345368915745,-0.5759097780385964,5.690693837021655,2.234859213446578
+8712,0.70289296875,0.163003955078125,4.136844181671425,0.1130792623897357,4.880549855161338,0.9332652109448566,1.4251296773426434,5.461427696140071,4.394433253885696
+8713,2.26850875,0.20037662109375,1.4640516483338304,4.729319744593864,5.618670121190885,2.1328684124697914,1.9798714043331165,0.1097258321062106,0.4737031348803077
+8714,0.75058734375,0.16479525390625,0.204826589163848,4.916500967622994,6.023561120060052,0.703930331479987,0.0127673936355017,-0.0501152048320785,-0.6239287325705463
+8715,0.995366015625,0.18076271484375,0.7610262526643832,4.794857348140504,5.001186644240806,1.1285438289361125,3.408636088839173,1.3024281333949514,-0.5680087951526752
+8716,1.152421171875,0.1560266015625,1.2520601646009455,4.834938383740881,5.341953148518379,0.7057674642951284,-0.0685204862162601,0.0364780535846248,0.3342842544299377
+8717,0.93409875,0.1181248828125,2.164191381077477,4.542510448474334,5.426545389955931,0.6938314121090666,1.9288147623471452,-0.3390557483453756,-0.7633155847284229
+8718,0.684134609375,0.1669226171875,1.6357050995605826,4.8782189989441935,5.60300926634221,0.6053695124193424,-0.1693748045065071,0.0117662121207311,-0.7425533715338215
+8719,1.0953171875,0.371548046875,4.499071523516814,1.4813438368810177,5.519109744959252,4.290709436079066,-0.4447956859117321,-0.283782600926752,5.1063031486785215
+8720,0.87046953125,0.132014189453125,-0.980036488108935,4.386456907479462,5.080837429307776,0.6019484364419245,-0.3986155017137764,-0.5709969667478817,-0.8286967468312983
+8721,1.117101015625,0.152916279296875,2.129164372940381,4.869734049594324,5.6998165799797125,0.2488106413290928,-0.3142000097954879,0.335860235556063,0.185698105697645
+8722,1.11668421875,0.10741849609375,1.4917144478958786,4.475040166332553,5.621642250158566,0.3947412363163131,0.1965321198550804,-0.1698979267070342,-0.9449740044168404
+8723,0.89023921875,0.117270341796875,5.633380431158776,0.8921418481330989,5.107280808351607,-0.0144604821767557,0.5621003140186721,5.831540284221666,1.4641395091083995
+8724,1.151674765625,0.12042447265625,1.0756626665903064,5.118637750893466,5.2719201005078,0.1978001183839792,0.2498325669547277,-0.7586554441977457,0.5855218892095828
+8725,0.8051259375,0.2116551171875,0.4574524281406995,4.969517805561031,5.275125570507207,0.8877418177496111,1.344831644379788,-0.4465735809470785,0.7268641155627904
+8726,0.80436875,0.085136787109375,4.581071754188445,1.8868767234308732,5.021142365380481,0.5124634737082874,-0.421457810048403,5.24411797762858,1.884415597165424
+8727,1.151045546875,0.3826453125,3.429600926054994,0.0098998884132154,4.917471921558567,4.946343722610367,-0.0157893983254207,0.2793547729735742,3.658146348254244
+8728,0.84209921875,0.120906337890625,2.109146199137894,5.237132685937874,5.537860897460593,1.0562826407914956,0.1541652070668579,-0.5750302362838293,0.138135783149599
+8729,1.24809015625,0.245040390625,5.429337227907813,2.4044806477177487,5.351980043688592,3.3296315772508422,0.3338886578830488,1.306444967790525,4.93413388003264
+8730,0.891589375,0.094716181640625,4.919920127322518,0.2654385698100789,4.804727580991164,0.4314007668931509,0.3114105458301872,5.568992485772995,-1.2914209006945403
+8731,0.72185296875,0.126403857421875,-0.1924692185191094,4.251369349637159,5.494382799813671,0.2191370475866348,-0.4022850505390351,0.4007866957039093,1.17009867427261
+8732,0.997681796875,0.114269228515625,0.947623948789326,4.4175253498561,5.091875144087416,1.9470555539641723,-0.068802937575987,0.2883324803055813,0.903191361337302
+8733,0.7931646875,0.08695087890625,5.045689898769126,0.4249622930590846,4.860384874357056,0.4366574794384495,-0.796896008999402,5.511118677297549,0.4828302089458777
+8734,1.3323175,0.14430423828125,0.2187001174115974,4.757844097249506,5.367575685520718,0.5059863618416476,-0.0340051757193247,0.0822879943836277,-0.4230618023249426
+8735,0.812789765625,0.13599826171875,1.7466332675144034,5.488068345174106,5.892357689001851,1.044594888509275,0.5044974798900144,0.3158476189796855,1.1199418511503978
+8736,0.86741984375,0.142620361328125,0.1361841472975019,0.5822136077207216,4.268661709368355,0.4758198885271993,2.741861761000892,-0.179132384266179,0.7315520690000025
+8737,0.839548515625,0.1371228515625,0.307136149699844,3.767939341975608,4.990533191229531,0.4808276797690266,0.4780629448144164,0.2122035489815004,-0.9850542344138692
+8738,0.963109609375,0.12667630859375,0.7974660088902022,4.593457463765734,5.514888364363799,0.4320512266050775,0.0378208768828004,-0.5383163464230429,0.1118510633443129
+8739,0.967135546875,0.08486193359375,3.5555620730124327,1.3519921278710132,4.930150898167881,0.3970652379416865,-0.5993626002926419,5.237680138895756,-0.4209167558987801
+8740,1.90633765625,0.24071673828125,1.6653075855734163,6.983407942559657,5.858142660367028,0.990477005429183,-0.4627471037691457,0.190266070413652,2.566597079152551
+8741,0.9696134375,0.10292615234375,-0.6705453523084952,4.5832297535073785,5.293641392959913,0.1615445383646037,-0.3579083600621227,0.5350536498468412,-0.7260671459638074
+8742,1.68442546875,0.363018203125,2.3886866550361407,-0.4851761250534167,3.33111276109575,3.924500957441445,0.1684622674652235,0.164342676654991,1.6401421792025046
+8743,0.735887734375,0.151065576171875,3.007559500873512,4.544302736826652,5.31494825925046,2.079543685631143,-0.042117039514128,0.5068974950127889,0.0045480147689845
+8744,1.39568984375,0.31988466796875,5.115918138606205,1.6948862137042655,5.464097262263277,3.295107993953847,0.389575958339393,5.534608344370937,-0.7391717668638228
+8745,0.907110703125,0.12065189453125,1.2376843462716534,3.983863929635302,4.754419656686766,0.4398849491485501,-0.0642288901458175,0.344157558297683,-0.4117312908228169
+8746,0.718945390625,0.10482306640625,5.167075988193641,2.192978837109744,4.863680761904192,0.9343941648479668,-0.4264312095161854,5.959603328987498,-0.1401992399356879
+8747,0.77878140625,0.117461171875,5.966829189354961,2.7670556739872816,5.550386380791171,0.2201341207303987,0.0623104385823992,6.846265596188156,3.3993968956671483
+8748,0.740768984375,0.1043933984375,-0.7594344959090055,4.486533111429417,4.05977248863572,1.518731280728603,0.0250812980324981,0.7771041935533041,1.0921716905347292
+8749,0.659991640625,0.066852939453125,5.065307159432304,-1.9001674309363843,4.38493509786566,0.391012482733298,0.5625989078981086,5.177157449637243,0.9306751185651532
+8750,0.717034921875,0.1844479296875,0.4493795819661819,5.109779179137736,5.142144724405347,0.5651107838762148,2.888905247990368,-1.1320583038418144,1.2874154919297511
+8751,0.703781875,0.084929150390625,-1.266668208518636,4.405014655931846,5.1073448209067935,0.2030850118709188,-0.3347091729233865,0.2661333075306636,0.8418405725767066
+8752,1.12491375,0.116186552734375,1.8700202564095192,4.600383644255095,5.418239477021025,1.234250393390469,0.3160209134685475,0.2955987130687149,0.1610421903568022
+8753,0.57094140625,0.13332361328125,0.9743264681194532,4.41403173634675,5.088956869793141,1.0885733831270117,0.0170645442537216,-0.2210362271138534,-0.0030690597184968
+8754,1.0108721875,0.127654462890625,0.4356886213846898,4.362363037907082,5.627257387194461,1.3414677039482477,-0.2240822769337977,0.53423254953407,0.0348040872066001
+8755,0.7771596875,0.07234025390625,0.7194342253034824,5.173113838661739,5.398933134780629,0.8921239969278629,-0.128716552763584,-0.1389254028999618,-1.0576620215526265
+8756,0.787769375,0.1206176953125,3.6930332725392914,1.6035874892500293,5.086066481298159,0.6663605786003378,0.1501505605355948,6.048432132947954,-0.1809221151447549
+8757,1.2071309375,0.4656433984375,2.8879453730396465,-0.8688559440816858,4.298870748978549,5.076783360380413,0.3025628574023827,-0.7052639353985569,3.0468561288613496
+8758,0.740193359375,0.139354619140625,0.2467079243122901,4.52296885051796,5.418541791769935,0.2415477755363038,-0.3388940674195632,0.3258194715070807,0.5929690318910686
+8759,1.001241796875,0.140138349609375,0.3501784909537331,4.819449066150131,5.548223710985026,-0.4236803795340234,-0.2759421015921188,-0.4510740931884941,1.0046081301316487
+8760,1.227770859375,0.14231970703125,1.1314109789169766,4.559758479732927,5.527570354532931,0.8051600914515329,-0.2113902464218403,-0.6103104161713055,-0.353287523833812
+8761,0.68774640625,0.082441728515625,3.905916278600969,2.0543879831530405,4.869600803155546,0.0482754486358099,-0.3148390998350255,5.793623889284391,-0.9366828813761152
+8762,1.103836328125,0.3912814453125,4.575314310787699,0.7719525219006754,4.960879444798069,5.410254116716766,3.181299346772138,1.163986000494576,3.113997587216336
+8763,0.7837503125,0.135009296875,1.30163258151136,4.120855902374995,4.846336627883969,0.5400882588944097,0.4409268235561484,-0.4883085599969459,-0.2626780252082642
+8764,0.807860234375,0.07253228515625,4.943706666396427,2.2195294453973,4.632693265478704,-0.302228880000717,-0.3152841201062721,5.670322935701432,-0.1960225696972585
+8765,0.912050703125,0.1237262109375,0.6862806149654063,4.604815528097416,5.5524064700540485,0.3690276588791495,-0.6521281538892143,0.3908734636925475,-0.8750751919845994
+8766,1.247312421875,0.097597255859375,-1.3139639696697578,4.764292849659183,5.546992995383375,-0.0283854949807676,0.0819712177996792,0.1709173015149052,-1.3542466242407882
+8767,0.88034203125,0.0711028466796875,-0.470707065230902,4.589446417563701,5.138440698097408,0.03327650924314,-0.2430318889520702,-0.6528650949924942,-1.3253469515302632
+8768,0.718131484375,0.115578662109375,1.8798888974663128,5.203603681549562,5.565846807357927,1.1781561099919005,0.2998135123223835,-0.7033439523592375,0.5094288714382071
+8769,1.914825625,0.172869609375,5.364314619506801,1.9501451829589689,5.570163945049732,1.0688235028382902,-0.1943041227536477,6.560256045181124,2.9223540640799155
+8770,0.761596953125,0.16864310546875,1.1579170029304366,4.357871253930337,5.103898158220939,0.7557585367368448,-0.2901346105628138,0.6640507622148608,-0.0567017331427777
+8771,0.83521890625,0.1236962109375,5.623085235576177,2.118382826467012,5.170092948573632,0.6743085316966384,-0.0199810712178503,5.933306172071975,0.6629617270093718
+8772,0.758359140625,0.138249833984375,1.0660746726927406,4.9687469858150095,5.4916164352858585,0.4868722767263174,0.1543695852074731,0.1095136009635648,0.5983913532449527
+8773,0.987720546875,0.12669130859375,1.6660266920720428,4.613710119619834,5.397103524802552,0.5075672175732537,2.5451989712036256,1.2076118107660585,0.1080467996170985
+8774,1.009370546875,0.158206162109375,0.5158472250816293,4.429124339220704,5.34539113216662,0.2523020380100141,-0.0589459049031841,-0.331910538522626,0.4396721662310235
+8775,0.955679375,0.0806486376953125,1.583176630042722,4.533571924955401,5.176417962214143,-0.2048225375005971,-0.2435088881191274,-0.2944911518139358,-0.9695180925235988
+8776,1.008286484375,0.12058888671875,0.9048520258272924,4.662709562134826,5.658445877097607,0.3234218172108195,-0.2107853398658455,0.0298926579840465,-0.2799618870776866
+8777,1.5300246875,0.19289271484375,5.011210706762944,2.34640589012679,5.8090494891698,1.159075845099443,-0.5755572342380988,6.4819782590831485,0.8194021348064624
+8778,1.035186796875,0.14088787109375,1.9794323955839463,5.191178068685422,5.298075227763854,0.688938236577065,-0.5308468400300405,0.0326181021044216,0.6498960689139072
+8779,0.93756015625,0.090354658203125,-0.0747570325045962,4.434985015098823,5.474865963498597,0.2321400142611149,-0.0360462800904155,0.2259721224902196,0.8143673602817612
+8780,0.68000515625,0.17006533203125,-0.9667765350287983,4.812106231591298,5.47672398616115,0.6885476513887028,-0.0938721415500481,-0.4174887461182041,0.6442166217548475
+8781,0.6198910546875,0.146415400390625,0.9044343811608982,4.675457390000332,5.355851142316122,0.5204190627943628,0.1277663649519772,0.1848476969315536,-0.0739257158242625
+8782,0.820270390625,0.20958578125,1.1087450712019198,5.151217989220282,5.403294065188493,0.7373317465023426,-0.3072901443825259,0.5775688277880412,-0.3971476405256039
+8783,0.798400859375,0.13673337890625,-0.2722720778896565,5.185291490994207,5.688864357192164,1.0858132344285985,-0.0306660657749698,-0.1417828676863257,-0.5891062453764515
+8784,0.7860334375,0.13813640625,1.516282216266226,4.712679916835204,5.1574470904284775,0.9947511145760208,1.7666136632363474,0.1310045767060909,-0.0344126707419077
+8785,0.7362790625,0.0996994140625,4.581278573503117,4.3340985669290575,5.311741617815241,0.4897506316265614,-0.1459032203616538,0.9832622125236604,1.3144703056045624
+8786,0.54830265625,0.2191523828125,4.206603964857684,1.4373774657449292,5.402991789621335,0.4650888364626594,-0.3033239107177405,5.591858261445515,1.350996714450547
+8787,1.3393071875,0.4562927734375,2.6369998228567417,0.9564752572713398,4.76070607159811,4.957049350511571,-0.4854714593780134,0.4337587050039863,3.499484837527546
+8788,1.5949771875,0.4202378125,3.229982213006404,1.1215917736916796,4.833240742608414,5.057355669150226,1.763426798362231,0.2796935425826956,2.570962319420557
+8789,0.7762025,0.144985947265625,4.121775361555276,0.9909557388685964,5.433638388347017,0.8026891142274052,-0.0182179321419899,5.334333013539744,-0.4804065390951251
+8790,1.21970734375,0.11182623046875,0.4552909168142213,4.335270654100875,5.565500864087985,0.0082848194935012,-0.2234940017826225,-0.2744894962943402,-0.2858127249384473
+8791,1.45945265625,0.21375587890625,-0.1292270278591389,3.9326476540513,5.088986390989574,2.1338789215752763,-0.0234203092150776,0.8255877351720288,-1.3980020923774237
+8792,0.701026796875,0.14568748046875,0.389224166110184,4.709928317025827,5.588986271695265,0.6002579962961249,0.5819112437882659,0.2515578124049103,-0.1655911872691512
+8793,0.787850234375,0.10836185546875,4.703838955046247,1.6997615691341033,5.016329166506646,1.0136944235496508,-0.0050834486324869,6.005356468719507,1.2599775086127427
+8794,0.877114296875,0.0766993798828125,-0.6595558350899254,5.031980256111765,5.221150105966323,0.195691057499975,0.1067022117519753,-0.4017010936029788,-0.4965347119338837
+8795,0.900212890625,0.10890494140625,-0.9712581330135786,4.804142647202552,4.891792204136236,1.026143053719355,-0.2928842545714023,-0.1904439101580743,-0.4323575791846148
+8796,0.8649528125,0.136036669921875,4.417435034358376,2.0003020439312884,4.8012293795513,0.591726080798569,0.330224097223232,5.621392551198902,-0.3921776889806643
+8797,0.630275625,0.1616693359375,1.0951909572495897,4.412344935899204,5.3447478553620495,0.7363450940677602,0.3468276529010897,-0.1664591070542744,0.6430293046965091
+8798,0.839858203125,0.13084580078125,1.7330239583623008,5.139450315987916,5.6621420039722405,0.805109619158439,0.2354157315805231,-0.0670272802184387,0.5433412235763143
+8799,1.105758359375,0.114739111328125,-0.9395517745824228,4.3696599346927965,5.580648532964678,0.7805839147023539,0.2776775892741732,0.2421610722242679,-1.0290396386203045
+8800,0.864512421875,0.23560953125,4.582512503419014,1.7335192612529555,5.648997631758162,1.2804956239985543,-0.3453726520241641,4.875968701146488,0.3712363908391339
+8801,1.14037609375,0.5965100390625,3.5106662852171997,-0.7282234393688765,4.83009102543721,5.267520454675607,-0.4220453164081221,0.242981464642911,3.653839820952305
+8802,0.760100234375,0.139190791015625,4.865999237648757,1.8281544953700557,5.128622134642937,0.7676462312525452,0.5645954098415634,5.622217867423857,1.5251184846003156
+8803,0.815226484375,0.083200859375,5.4650946326694045,1.9057853281137715,4.39540102081165,0.1309914125110236,0.4939776845089906,5.125682514619748,1.347869856849348
+8804,0.652694609375,0.1237508203125,0.2515152859840166,5.328508157781413,5.645075567399047,0.8408566139136575,0.6139882603055633,-0.0525873180335536,-0.0751252623243578
+8805,0.736155078125,0.168817734375,0.8622314396201485,4.078426003363315,4.94666264530802,0.5869617375896483,0.8821323283732061,1.0607187373414546,0.791930873225217
+8806,0.97131078125,0.1069822265625,0.9321919184543356,4.60536776241767,5.187748007926819,0.5382342021208116,0.1963759800004121,-0.1962192450859129,-0.2518332012286428
+8807,0.989211484375,0.125243857421875,0.8034347264897943,5.468496641220382,5.068457488383201,0.7572283985344368,-0.4072292848644754,0.1094729831112505,1.1102671279976342
+8808,0.7776340625,0.13943142578125,1.0092446141410318,4.519469217474314,5.353970302290388,0.8424072591371914,-0.3309433768396127,-0.3829386908847407,0.3075139720026494
+8809,0.793198515625,0.109076572265625,4.908636002442318,0.3563790636228685,4.934268986151952,0.3387461894465281,-0.00545080058981,5.672857527347427,1.9815244083678492
+8810,0.943267734375,0.091244599609375,3.44298629990724,2.285201494387563,5.307755031521178,0.3716091427283821,0.5462482613834889,6.164008329333666,1.5751996695857282
+8811,1.2569078125,0.0948830078125,0.8189260765617452,4.201124918332003,5.129466017642273,1.1527784470712732,0.2642091818024223,-0.0854571153639235,0.0061859101136803
+8812,0.854155859375,0.116719453125,0.3370518163080969,4.424535909077123,5.216854654681461,0.7078000255058399,0.0666330725689693,0.9056510458803372,-0.6549965917395224
+8813,1.05956859375,0.128440595703125,0.3980568107968521,4.038074162335532,5.513249005784304,0.6521228053703987,0.1438361367978555,0.2127858921873652,-0.412275960496936
+8814,1.031152734375,0.111241728515625,1.1646667566280815,5.146056466517996,5.29710506924674,0.8455348307931189,-0.0001964169703758,-0.425234714300566,-1.4553289894148362
+8815,1.21254515625,0.530243125,2.464503245391838,-0.5086310570944028,4.465660802539095,4.946648562441788,-0.1790972685254011,0.0844686716483006,3.1661367457150824
+8816,1.04010046875,0.126906142578125,-0.3144385562766214,4.683162760977313,5.2960084529202085,0.4403056412788857,0.368205355463536,-0.6168123508132624,-0.0715824180496468
+8817,0.8920884375,0.12353298828125,0.3442840162559828,5.664834901702064,5.760149252439016,0.1938064317433143,0.0461025039518442,0.3083133811133945,0.4044423043854959
+8818,0.912865234375,0.150377255859375,2.311839142116896,4.580166606748768,5.127440838639992,1.0131321462984917,0.3470561611112547,0.7985388269237648,-0.7366411133033631
+8819,1.34576484375,0.1530476953125,0.8648136020283975,4.723862951044937,5.35007243979169,1.0525348090369708,-0.0991440723988963,-0.4215262701608959,1.1890883735974602
+8820,0.9255640625,0.6505550390625,3.328157267498873,1.5583238293271295,4.902513750775219,5.108129021152326,1.5326636082488367,0.8756815055771324,3.535955555965155
+8821,0.737824140625,0.17897021484375,1.0265755144150126,4.512182625140984,5.043309194278195,1.2075293509713725,-0.3690299926749973,0.6964957697543345,-0.9113426150914606
+8822,1.46907515625,0.4209051171875,3.915901239353583,0.1811027871069831,5.027762114692396,5.023621402489886,1.938116812485157,0.4583136310032163,3.3601886449877214
+8823,0.8376871875,0.105638603515625,4.7718224022290485,0.3810723837412135,4.994470418044583,0.6898349009557943,0.2227485514119785,5.477714714446483,0.046695596602686
+8824,0.867534296875,0.12135162109375,-0.4006379640632151,4.7821624554958415,5.270796559942743,0.4988117493070668,-0.0468820008411874,-0.2975225687572741,-0.0950259681729649
+8825,0.778034453125,0.127277607421875,0.6875451552826933,4.956288876695805,5.414508318592047,0.584561952465413,-0.4067092478859908,0.3764054916432873,-0.2511733998590408
+8826,2.6884684375,0.1653803515625,3.8650280795736576,0.0098524223379973,5.167820584701361,0.7277543402928067,0.0539620937325515,5.345977898820996,-0.7012500251569184
+8827,0.84490484375,0.079199990234375,5.427556776324567,1.7340556774524074,4.742841409665832,0.0277465841275933,-0.656307311110194,5.923605336383888,-1.5264787544542264
+8828,0.835975390625,0.121970322265625,-1.0852010080223056,4.495496771621607,5.533622603188038,0.6357596663434363,-0.3983004101395584,0.2152679830591449,-0.5676947796526219
+8829,0.893603671875,0.16432177734375,1.701566122580341,4.783237053791917,5.643468807594768,0.9651665212212904,-0.0513513899247108,-0.6052606024130098,1.1769055330778997
+8830,0.778801015625,0.12417748046875,0.804216253945098,4.760353265543731,5.5724612134103495,0.0536713927606096,-0.3241651893980413,-0.2716399503270139,-0.7265958574640999
+8831,0.696715390625,0.0814377685546875,1.0464198966008094,4.657802594191109,5.038442777750875,1.4354362224829724,0.0489834077592294,0.0579449173737114,0.9786111511421928
+8832,0.967720390625,0.078447470703125,6.241136993346536,1.946660412427906,4.998683553108313,0.5151329904225519,-0.8697658950396598,5.493433629368793,-0.2486503982529707
+8833,0.991293203125,0.129189521484375,-0.0242539223108884,4.791568649510178,5.45792990382992,0.403450917634014,0.2372862492850851,0.3171426153573725,0.6491942832201006
+8834,0.903532421875,0.10824423828125,0.9729357489632569,5.157864489817095,5.087045455775846,1.2372902132856731,-0.0155753421802971,-0.1398153235759864,-0.0958399358454851
+8835,1.038282890625,0.111810634765625,0.7721907375595987,4.405295077365741,5.472621480145635,1.3864320673741402,0.4639733429376002,-0.1892146943332941,0.9872151760078268
+8836,0.95576171875,0.104354990234375,5.081593838736018,0.0362554388990871,4.8753309665792885,0.5427750482967677,-0.2373174228660845,5.718235925231473,2.094193686687793
+8837,1.73700171875,0.1792090625,5.482911508864651,1.8719694491294896,5.352021136307895,1.0199815117309974,-0.158305013185517,6.252473879429975,1.3726869385046774
+8838,1.08069296875,0.3838737890625,3.5095316403430377,1.5184630829382275,4.652404197984961,4.965178419168968,-0.1835327379010161,0.0931685894217841,3.0648162477298504
+8839,1.36204046875,0.42985578125,3.2463897091430507,0.0869321602348091,4.9335980169465214,5.286090805160365,1.8920378284041977,-0.437051282524544,3.752704003505467
+8840,1.67016,0.226427890625,-3.091521120009728,8.027703623528236,6.191682329472003,1.1418487027395647,-0.0617299986520433,0.3483217880599963,3.849691457606007
+8841,1.15282625,0.157146376953125,1.1111639295354327,4.729477739869906,5.176917047330043,0.2809727559423378,3.037538783848892,-0.0592471332795268,1.0146166318279972
+8842,0.8837409375,0.16649654296875,-0.14865393241277,5.015671775159589,5.8724390525606855,1.3936841024351163,-0.1734994181574897,-0.0212401114236417,-0.0620607351794434
+8843,1.10358515625,0.084740712890625,-1.6192090612081182,5.779980979659709,5.253482078244955,0.808802117549456,0.1145709953088179,-0.1175278350595547,-0.5865000450122225
+8844,0.98180703125,0.164536015625,-0.0682717295660702,4.564869925868315,5.410916286403323,0.3291397572591024,-0.6233749932882738,0.6480040013552687,0.7796573016986329
+8845,0.88775375,0.1639851171875,-0.2335382519974935,4.904065639316469,5.446197615460924,1.3436048806906615,2.1357532592290704,0.2564933405016157,-0.756770086397077
+8846,0.9989671875,0.13244626953125,1.0374113661814013,4.61497682798495,5.589928540229703,0.9839763536790194,-0.3607945079554343,1.482681779198187,1.2044882637970198
+8847,0.844517265625,0.102505478515625,5.684296228898035,0.7919651897475014,5.094590159748236,0.8931909919257092,-0.3450571132739461,5.649420938242001,0.6509051051318485
+8848,0.858234453125,0.122260166015625,4.5444508043550425,0.3466632819168757,5.102091427892734,0.3040725485185548,-0.3794559707091426,5.5236960742909575,1.4035405943529358
+8849,1.081961328125,0.27169609375,3.790612141109713,1.236527275317328,5.352892863961631,3.62494587622756,-0.5525429148285054,-1.0562006869467682,4.441018960213041
+8850,0.882341328125,0.12643626953125,-0.3132441458661026,4.010465534202427,5.531199346681686,0.5276307071493169,-0.4098996919430535,-0.0412769619281558,0.2497622924866529
+8851,1.018949765625,0.14611234375,-0.4577611180528712,5.129678873074754,5.4468920783574015,0.477645948315865,-0.7936821443586741,-0.2380315421008221,1.292168290367894
+8852,0.688315625,0.149508310546875,0.2880603616321104,0.5792467219284363,4.723178558167019,0.3400319979360006,3.618051931126318,-0.3281626099858648,-0.5856133239469663
+8853,0.90140234375,0.0795318505859375,5.067458779008772,1.674477701477162,4.646300362777928,0.3251096928469229,0.1159714488502934,5.4400830067236585,-0.2370266639275605
+8854,0.73736625,0.16579921875,1.0193004211413006,4.548649273549986,5.375036311210732,1.3489365761469618,-0.2444924140198613,0.5994298549135273,0.7904494480420777
+8855,1.12311453125,0.142635966796875,1.4292186601916674,4.617276540222825,5.2249537835904505,1.1633241105127028,-0.1438515177004636,0.310113813158437,-1.440300351289476
+8856,0.80728765625,0.093930048828125,-0.9182174334065478,4.593658908794799,5.069740668393205,0.7657175347610771,0.1467687566613145,0.6430865860371655,-0.8153273982780772
+8857,0.602658046875,0.13141048828125,1.0330724384892154,4.278764667313968,4.708780207259778,1.404100461842723,0.4454088143447819,-0.6482281090576507,0.3389105608530214
+8858,1.49796828125,0.5072263671875,2.5393595586099837,2.1396073785429626,4.860720395439897,5.114102751858113,0.8484045594249644,-0.1923816281334794,3.4799950571289147
+8859,0.55356453125,0.100267099609375,5.357323775165503,2.2573708256700438,4.815582395576313,0.325830405250759,0.042886622841222,5.211306282965222,0.4261248177121584
+8860,1.421056875,0.389777734375,3.9782074521484825,1.887317651226332,4.887686584163544,5.432201795490656,-0.343482743002698,0.422224617254872,3.590928961872211
+8861,0.573471015625,0.11606533203125,1.4715929109629544,5.110464204825917,5.384608502957311,1.0268667686218702,0.1659626398836102,-0.0627703262875275,-0.4632007831405376
+8862,1.3211309375,0.120125615234375,1.7930857448250404,5.2486340477833,5.716239497200214,0.5065205581686524,0.3267390034413416,0.3969244889518071,1.297935112142034
+8863,0.78209453125,0.13920458984375,-0.3578359930205076,5.1115858602442295,5.101187892835203,0.6123477708745801,-0.1857607474614615,-0.217901336110165,0.999277696462268
+8864,0.888754921875,0.107059638671875,1.1968556251646,5.645323398036696,5.494105968892364,0.5954891143836673,-0.0336110150111342,-0.0705970159994872,-0.2584799481278827
+8865,0.948363046875,0.188380390625,-0.0592046583555478,4.326427088714888,5.222042667368521,0.7477045338934519,3.3886377537760395,-0.001647435154546,-1.103575057525161
+8866,0.773493359375,0.10237525390625,0.2632019162964147,5.072707537188596,4.642408569445646,0.7765286126145065,0.0709777889175146,-0.2246065860971407,0.6441265847696183
+8867,1.033138828125,0.095872568359375,1.3683520150952866,5.16854394790783,5.368023332736878,0.6446162087321462,0.0100188318405336,-0.4752156157101684,-0.606748733770596
+8868,0.770749609375,0.150573486328125,1.7282006686536004,4.761850980967367,5.635794278637116,0.4198568459957949,0.2357517511866489,-0.5860381948029594,-0.9189818292647156
+8869,0.921811484375,0.0655447216796875,0.92023797285885,4.336533102607884,4.7861806144755885,0.5619298092592506,-0.0052255602184507,-0.0106656207167839,-0.5309563603059486
+8870,0.856190859375,0.1272980078125,1.1966347438660945,4.529745272881076,4.734010200076592,1.1602997778828177,-0.1958623389741997,-0.2570634122442574,1.1589763611882131
+8871,1.0667825,0.14054041015625,1.0229748201991515,0.0199173007847843,4.281265402285185,0.5798425902371575,3.929365107246258,-1.3092435905259414,0.2848924867705182
+8872,0.8414621875,0.151749677734375,-0.7776251356566807,4.400402019515804,5.1933424331240055,0.3223962392226971,0.0431577733570897,0.0209233760730295,-0.1145152923995645
+8873,0.993958359375,0.117914248046875,1.3801138773410198,4.335454374378112,5.464625487731176,0.5037843023838509,0.1744643947484571,-0.3458781695548151,1.3303103339662814
+8874,0.981338828125,0.1170158984375,4.701632891221257,1.6084057786790589,5.0635479600226665,0.0183430206519003,0.5192864284703949,5.758117842839121,1.9786426231351533
+8875,0.791026875,0.10192337890625,0.4187877879897679,6.0569749683122565,5.309501944321203,0.4588903774256843,0.1795268982130152,0.1811234708288056,1.4673996523654405
+8876,2.00381296875,0.281658359375,-1.5232119572765963,7.356331563818343,6.090107164309642,1.6658367246037526,-1.014426889007454,0.2812095203933669,2.939366922628268
+8877,0.784738359375,0.165646796875,0.1849807879398987,-0.3601012026874436,4.81681423448083,0.7601614817904857,2.6732071812659908,0.2912703041847754,0.2798862023373439
+8878,0.824158515625,0.107941787109375,-1.4005035252648308,4.9572926199822485,5.278137572544955,0.5781470172138817,0.0990115670860578,0.2664475208904081,0.15319797386923
+8879,0.898493671875,0.12100595703125,1.4924849399314777,4.318088067422929,5.493465630349296,0.7092380784022396,0.5388018386880169,-0.2549891738880673,0.2354601240404232
+8880,0.7664509375,0.159067900390625,4.093040761737643,0.745558936322504,4.68225286851342,0.5869928662205621,-0.2501892898806985,5.53102631368281,-0.4947235749036627
+8881,0.863276328125,0.1672616796875,1.6649006439424916,4.144238551618253,5.409498675303059,0.691547043154771,0.3955334547277798,-0.5670830875656976,0.0189804424267591
+8882,0.856962578125,0.065758359375,3.901000638570052,2.122191418827878,4.829817554083748,-0.0545894870664702,0.3184475398947715,5.975683067815059,0.4606853195605765
+8883,1.64802546875,0.510133984375,5.085658406428786,-0.6678797589359224,4.989236024316537,5.2362542965886565,0.0337030292453513,-0.1251087557567535,4.005306030710723
+8884,0.8215665625,0.08374455078125,4.9066707137126455,1.0416399930897593,5.077559622533198,0.6600428718122097,0.5774331100638259,5.766096595198607,1.734755591831629
+8885,1.013411796875,0.132649697265625,-0.55161940312089,4.638716060228963,5.251845309310196,0.6615817548925639,-0.1041653045198728,0.3465378550469592,-0.1257020642895787
+8886,1.065136640625,0.4541937890625,1.768091442052746,1.027997952681054,4.578099799011701,4.5921225583435925,1.40628004309906,0.5586568110361038,2.5549057562244704
+8887,0.68170203125,0.19641412109375,1.054484223420331,4.569775922190481,4.833194927177736,0.5481785455303613,3.4299064475602954,-1.4781593359520315,0.9972446125910632
+8888,0.955937734375,0.129156513671875,1.2138910515620585,4.821880231040223,5.539444172105212,0.4501619963753085,-0.0722431522781156,0.6912708949313768,-0.1956865194322881
+8889,2.03437109375,0.2360796484375,2.278890089320816,7.920286855021016,5.982468422682735,0.9275875925223026,0.1364137626893055,0.0164380956788436,3.0051546367293223
+8890,0.868954375,0.1072306640625,5.887463568604766,1.1864395936481922,4.847508767257673,0.3641864694810168,-0.1505992928613513,5.62673102992083,-0.1700329131596424
+8891,0.893964375,0.100608564453125,0.5999282751106949,5.144569850066339,5.507209083132973,0.7858818445171606,-0.2920737551172209,-0.0113952249144929,-1.3544713947344498
+8892,0.81899859375,0.100273701171875,1.5126031569655638,4.444789492809166,5.511254488703202,0.449214756701347,0.147386900620882,-0.0017303983278805,0.206358500622334
+8893,0.989182734375,0.117683798828125,3.4753751088581706,1.3989663087606152,5.032505756328734,1.1840449397086603,0.7091257092435882,5.324603718014785,-1.0535648464739542
+8894,1.131707421875,0.1069444140625,0.7046131451834404,5.116140208947333,5.489657827880032,0.5442599769090938,0.4349806042927946,-0.0529513835998705,-0.6675235315990043
+8895,1.32134078125,0.5151452734375,4.721545956426689,1.15691054865812,4.901899239416682,5.295755687692176,0.6467175759516234,-0.4812375413537492,4.424620565399609
+8896,1.181269609375,0.5054705859375,1.8567302610174483,1.1262242034631007,3.2416385396363543,4.779244463329277,0.5407974738350209,0.4974736933250165,3.593014867374233
+8897,0.5580226953125,0.133282802734375,3.808196969008534,1.871135731756241,4.902599889379929,1.0045541203264456,0.5590530182250678,5.604623232385004,-1.9708672523052484
+8898,0.693377890625,0.157378017578125,0.8568213395371925,4.352549757499478,5.399853644662776,1.840077632065242,1.721003924604013,0.7014642138347801,1.473615092497686
+8899,0.731442265625,0.1131560546875,0.863581770205218,5.167713107278936,5.326544012400491,0.4209475328955592,-0.1737465624990156,0.0621348697863347,0.8388137216855341
+8900,1.1215628125,0.421542265625,3.047633108232335,1.600119690345233,3.357748871420445,4.337180158016659,0.3028197067280923,0.8073537798856323,2.0716906445336014
+8901,0.6496762109375,0.136372119140625,1.1958398506102712,4.3344073511574015,5.635936905582748,0.5579663766989781,0.138876264198163,-0.0366701006387115,-1.1003375295974809
+8902,0.759743359375,0.119049033203125,0.3330687586354638,5.080325738139679,5.687853764389257,0.4223541951010031,0.3970484186636328,-0.2300423998633028,-1.3455459825389298
+8903,0.7839178125,0.12336916015625,0.2819408069714578,4.862462352787768,5.741015153988145,0.6506841309738672,-0.4396608294504142,-0.4319367617833356,2.004693050139742
+8904,1.2053346875,0.145159990234375,0.987268562180253,4.036143825864111,5.246543003386655,1.0933055208940536,3.172638193932352,-0.9871515180165932,1.1338692708808864
+8905,0.776850078125,0.122002119140625,3.712415573377344,1.1324536004895656,5.233415665596844,0.2774508247534596,0.429371128175418,6.188330660052048,0.7315735197134992
+8906,0.903497890625,0.2180825390625,0.8136181495884982,0.944960326051732,4.903558100893503,0.3530352546750501,3.683904898310258,-0.1739739843552563,-0.1988103334052128
+8907,0.88029703125,0.123780224609375,4.902062655864413,-0.4838610383721954,5.289095866253447,0.4615590198992272,-0.2214974100020103,5.328561535782954,0.4709327374835854
+8908,0.8073034375,0.14942849609375,-1.1104802785242025,4.88939673171354,5.300202898762642,0.8216894924437692,0.0149698595050777,1.5595288512287322,-0.7364419989325666
+8909,0.89898484375,0.668532890625,3.585874416183595,2.5602620395181845,5.228709567702087,5.6174687354834845,-0.8596581418522398,0.0390503835241529,4.119181667648325
+8910,0.9327753125,0.11796166015625,1.084659192530889,4.423477542636929,5.419964831299393,0.7540570479526797,0.0594067183568314,-0.0826634815020395,-0.2111160651257625
+8911,1.40393625,0.125242666015625,1.961482509605227,-0.2919651935182361,4.594181622229551,2.978832671998976,0.5265377703490086,0.6339234067703958,2.601341100858948
+8912,0.826613125,0.123079306640625,4.794669622706946,1.63445158553877,5.12552436720563,0.5106042532769821,-0.0639252157014762,5.507035429663625,0.6262622595173183
+8913,0.6223455859375,0.0875005859375,0.3240233712595322,4.975218094201957,5.009245040735017,0.2529410208511765,-0.2673364227720103,0.4553500832930171,-1.2479756156957282
+8914,0.91341515625,0.15749744140625,1.188790009520238,4.361837237138603,5.047107084278577,0.8910729686062152,3.7141357559171593,-0.1456572240417057,0.3362743277011509
+8915,0.8303084375,0.134505810546875,1.6509278746220228,4.346165911100356,5.047626577433854,0.8284665673315255,0.0372062906574923,-0.1120114933023385,-0.3168724315699988
+8916,0.6447246875,0.158504404296875,0.9529468860011362,4.970733196513128,5.779100906764325,0.5400785762910503,-0.1502245978494787,0.2368822891374572,-1.1355736600273836
+8917,0.67502109375,0.158749853515625,0.6294535102896696,-0.0321643198257998,4.666664558476813,0.4553895615547437,3.848737286478344,0.8069708142048222,-0.7273744491581047
+8918,1.034813203125,0.126825126953125,0.8056602247549585,5.124817915118234,5.556307054319989,0.4550231508119713,-0.1675014012480365,-0.2630639862410349,-1.1236757398161965
+8919,1.298937734375,0.30918455078125,4.976162855453177,1.532515017296393,5.69630340769094,4.661108299226274,-0.3867962229044319,0.7532516164769311,4.875901368963821
+8920,1.45581421875,0.5707729296875,3.8299468810460673,1.7852383898785784,5.027937083834389,5.718357603255816,0.1928714374993809,-1.039493155856356,3.596005044565923
+8921,1.146000078125,0.095879775390625,-0.651603450301656,4.60661610111358,5.329294056095676,1.4065971315636228,-0.4130573735548309,-0.3864264687656832,-0.9500216333466236
+8922,0.815398359375,0.111104912109375,-0.7246482918784648,5.391630287394273,5.293077047560806,0.5302136121174409,0.0586692728417717,0.807607287242795,1.7161881868522522
+8923,1.75328859375,0.149627734375,5.008978997678155,1.737052755917382,4.574747174604248,1.802372006468289,-0.0547253772638497,6.059947090179348,-2.3745036284567167
+8924,0.899801796875,0.11292201171875,1.738057216014167,4.639223681194293,5.3638416891004335,0.4616693321357397,-0.0754666645278738,-0.71250449255182,-0.3023556196157356
+8925,1.25739484375,0.1524133984375,0.7590272641764639,4.813535848911999,5.514165089697748,0.8218234937661216,0.3482553584833183,-0.2742431939686156,-1.27838905978127
+8926,0.810115234375,0.093358759765625,5.214308202957207,0.7086306559369836,5.025240285531089,0.3599913543064761,0.4095488588577645,5.607770973401053,0.2531978363656511
+8927,0.950940859375,0.133506044921875,0.2480668158744266,-0.5897084621897732,4.093693109836775,0.5799700999345866,2.164472236245352,-0.6913705763335263,0.1855795681878823
+8928,0.677485625,0.17960453125,0.93323145168803,4.431333188255078,5.343514305339738,0.7839072906452046,0.0891307362032278,0.0136518709375059,0.8189538315738811
+8929,0.863996953125,0.110468203125,0.7451477558077543,4.855123367084646,5.619387804627809,-0.1475855862946145,0.1963867106009337,-0.3287456524594525,-1.0178916215650535
+8930,0.975397890625,0.12262623046875,0.875301145985337,4.71556358205957,5.529679432023901,0.8331625845877642,-0.2084830253529876,0.8022833199043369,0.5418023675689574
+8931,1.04857375,0.108903740234375,-0.3153103060348948,5.046113496419413,5.387629075999363,0.3938997250365169,-0.2450183694590787,-0.0247510498757932,-1.055155001881238
+8932,1.11493984375,0.133713671875,-0.7655732617678883,4.43854367385747,5.366777127598057,0.3037504710004255,-0.2283934972753636,-0.0619200769765481,-0.0462619955012341
+8933,0.76805625,0.1144948828125,3.872122388632289,0.7802829427229215,5.1521325576615205,0.867263261986051,-0.0387425905792407,5.865605510989747,1.6711306837991249
+8934,0.682870859375,0.16790376953125,3.9573853177553504,5.173116932171,5.084377445847241,1.8674296684531035,0.2224253053435486,-0.4834238337460107,-0.6062346127469864
+8935,1.170286015625,0.1968258984375,-0.0335074617369149,5.871139841033124,5.324796657993545,2.042842258158556,-0.027277148034763,-0.4582671072851586,0.3893420892052463
+8936,0.8528465625,0.087539580078125,0.1529217934868532,4.228220784225959,5.066610743229177,0.6819554172026534,0.1692292695587666,-0.2159597460952493,0.1784513660217191
+8937,1.191965,0.5077271484375,3.1443635912084305,0.4629682198548347,4.915853238807725,5.160639046258018,-0.1184538703553643,-0.0872534634543209,2.7448039778673934
+8938,0.863624921875,0.094955615234375,0.9335300505249848,5.24219135080252,5.091103378021895,0.7100980910445986,-0.3257480423661511,-0.6732858347523178,-0.8289612890324769
+8939,0.871864375,0.141122509765625,5.080039368481343,2.2219133975271337,5.182101837216875,0.8531873888327635,-0.3515185314135626,5.493434181310505,0.9754792952053354
+8940,0.824593359375,0.139134375,5.136991682743473,0.9748210382681458,5.361699858139224,0.8251653734404428,-0.3426922572256464,6.027940566862256,-1.9728691107993723
+8941,1.0394384375,0.123500576171875,1.1096229986586956,4.21560730781032,5.15658754882739,1.0208795018841297,0.0370349000892804,-0.0644109631534522,0.0417252270787956
+8942,1.32271265625,0.4898319140625,3.456841594677995,1.3475857630516548,4.763177285798751,4.938871291095828,0.1655323163934384,0.6339623340925586,3.5049869091075125
+8943,0.86524359375,0.095571923828125,4.252442432461381,-1.9042658556193168,4.544592508058346,1.226272979390897,0.1392229019872191,5.001476516649318,-1.4727613525317678
+8944,0.89707359375,0.1772161328125,1.1297375363068802,4.753743813491517,5.398658256388994,1.282065388052677,3.1310207506306966,-0.282598164338519,0.7776408340458268
+8945,0.811456953125,0.19180875,0.0852873187280609,0.809097451585489,5.120831168002325,1.0148928032914737,3.2224348214395966,0.2560817395858005,-0.0981725106444677
+8946,0.889906640625,0.118040869140625,0.4048380592625981,4.310316323493411,5.461429109855082,0.3223315331695815,0.4431636083859542,0.3289760951321627,-0.517899555308379
+8947,0.736329140625,0.180265234375,-0.2011833811717503,-0.3383497178459975,4.96255499773152,0.3443955978799172,2.9607435771449606,-0.0562401923298309,-0.381378530478433
+8948,1.139370078125,0.15186009765625,-0.7190581167058558,4.690981673483506,5.473650345672001,0.815772809722172,-0.0096651119998172,1.0481442026580716,1.3021084306243298
+8949,0.91324953125,0.120671103515625,-0.068191300007715,4.842317486732547,5.538707952855127,1.112660011172938,-0.2267485380132245,0.3121689787118992,0.3899310282761724
+8950,0.6796240625,0.0899291796875,3.90910846035326,1.2179400128686868,4.734339401556661,-0.0230190435750986,-0.0556747134097935,5.857818786301038,1.2782111616440088
+8951,1.2140334375,0.0614838427734375,0.7260881516343293,4.884504623967656,5.41693719452604,1.016671236570554,0.4435354082361773,-0.5362430993104261,-0.1331475424008773
+8952,0.974471875,0.10141208984375,0.6549954613125704,4.462372100524924,5.283050124495028,1.1356360201247375,0.4135199061224929,0.1234626829394904,-0.4714471616432373
+8953,0.665822578125,0.0778161669921875,-0.8247708408145525,4.728611875508974,5.141542400687493,0.4198421742619182,0.12114273167731,0.0689787064109758,0.430907641218643
+8954,0.88188046875,0.10936521484375,5.343674486344826,2.2389233908992097,5.382067101206536,0.3252004923351016,0.267182982557325,5.493667060426454,0.5876692272045917
+8955,0.658709609375,0.106876005859375,-0.7718830331481163,5.4166249261098205,5.609026451851992,1.3931537389814594,0.0908348080645499,0.45153113260808,0.4685482582032039
+8956,0.956111484375,0.156742509765625,-0.5316702295729374,4.613964650818716,5.298440748797173,1.5021144984933852,0.026603980655975,0.2353840658674895,-0.365460379230219
+8957,0.793659453125,0.14991697265625,1.2618364042307595,1.0829640107293856,4.723476988435594,0.471320359700126,3.83442248076076,0.6514435001797623,0.7724911158141771
+8958,1.016755390625,0.0780364013671875,0.2695692675724939,5.245958142595919,5.511898188015118,0.8996662066225795,-0.5021246118068701,0.0343958280502925,-0.7807185653458315
+8959,1.31967234375,0.1240652734375,-0.2873073685004822,3.741526427335319,4.449146030689072,1.1946130010690066,3.0545142862135264,-0.2079559878766577,1.2273403673047172
+8960,0.832649765625,0.127101181640625,1.0886561752695916,4.55885164151528,5.435519707247391,0.7985469972073755,-0.2825655135200757,0.2471519953308859,-0.5037773766557643
+8961,0.934180546875,0.1328507421875,0.8865975679041551,5.069688406188473,5.85008645948112,0.9689548459815982,-0.0493316538636376,-0.1858099129135946,0.7001860827789963
+8962,0.57108828125,0.11823650390625,5.278936163381294,1.7865760379470383,4.760637459060336,0.3587942442846025,0.3769612727720837,5.606230477602175,0.4371077893202236
+8963,0.79693875,0.138037998046875,-0.3312066990457313,0.3831937085784007,4.497317067931797,0.7238401808701981,2.5468875375137734,0.5840721462932634,0.602718911640405
+8964,0.854332734375,0.081901044921875,0.7394938106104813,4.853410911501941,5.395989608724582,-0.2095865371024318,-0.1857759805860142,0.1776457376118829,0.461840922265754
+8965,1.1937053125,0.094401728515625,0.4910763416693532,4.548931321632597,5.40965455417393,0.4880407875270115,-0.1213090671856564,0.7450550098251744,-1.4300588318988987
+8966,1.12697421875,0.1023428515625,0.9652323838629188,5.26493781287932,5.489081507662345,-0.0020670245410364,0.2560112765291687,0.159396283561213,-0.7509825099923618
+8967,0.950984375,0.20424927734375,0.1028222348002337,0.9043707228093368,5.096871459453545,0.751299631239541,3.735599481090021,-0.5319026859102877,0.1603290820597486
+8968,0.9374146875,0.111269931640625,5.092517260152217,1.255805696850756,4.75918599201381,0.5104843776250625,-0.0441212399784136,5.887408681720489,-0.9219393995873568
+8969,0.87932046875,0.123349951171875,4.810986942154527,-1.4496417713371543,5.121134490106805,0.8604243792076418,-0.2709151393598699,5.06265725630081,-1.2995192561432098
+8970,0.680771171875,0.13291615234375,0.4584234381148934,5.02678159875425,5.251006140788929,0.3295108635317878,-0.2968967551829729,0.3918642912786131,0.7776661787475779
+8971,0.978415234375,0.1482523046875,1.3360559441672957,5.012141381480522,5.635299485950871,0.8803379112605381,0.2496929541162679,0.5942796150119638,0.527099295522896
+8972,1.18325234375,0.498764921875,1.9869043966795124,0.9300233126820924,5.01917432780485,5.216025327174118,-0.1828087021484939,0.4107071226660731,3.384573798885213
+8973,1.99374171875,0.163834501953125,4.54355650859188,2.761328583677812,5.718396450583668,1.0076822819343885,0.687190095344238,6.53148651440438,2.205042479260901
+8974,1.0595025,0.0640570703125,-0.5274358277226142,4.479798601846581,5.014321817704113,1.400904561063263,-0.0331254849324402,0.3205962786599318,0.2489447876699786
+8975,0.9508590625,0.1345808203125,-0.143457579277435,4.653523070494137,5.836213699050894,0.8311465295276739,-0.2762999467380376,0.2278747595247105,0.4331582952075472
+8976,0.7368740625,0.19239794921875,0.2478541086256433,0.6761177052304987,4.856763875608224,0.6959374452439606,3.281223885304392,0.4604946393826706,-0.3190667084978469
+8977,1.11892515625,0.118486748046875,-0.2802518169405516,4.884786195758149,5.527793420573413,0.5004978119008465,-0.0505996670850909,0.5506049324947454,-0.7717134655129202
+8978,0.896873671875,0.093439775390625,4.148163481366042,0.2667022147963386,4.831267926419528,0.2890181370672481,0.1913103264939212,5.726833126824906,1.625265922120836
+8979,0.6547333203125,0.152538212890625,0.0555259257229788,0.7350334570930698,5.0851762739426976,0.9246406517923034,3.2570452901291445,-0.0798017338417784,0.523714869324509
+8980,0.9292475,0.14905462890625,2.5496254100597464,4.4790792179575645,5.47992475269168,0.8053723733368412,-0.0853782396623236,0.0017528329624907,0.1013068806925772
+8981,0.764280703125,0.103660068359375,5.04732132609214,0.2956213930547443,4.80134824095819,0.0613907944454705,-0.346311931845107,5.682637033243421,2.0420551561190234
+8982,0.5835837109375,0.21783736328125,3.819270284012488,4.531049975667579,5.488129585738849,0.4413156117021069,-0.249554086015988,0.4532975847962843,1.413519869035769
+8983,1.060842265625,0.12512205078125,-0.1799903077048502,4.945834285253437,5.467125375911802,0.9987276521636548,0.0990081136424027,0.0062738421884641,-1.1046326907825366
+8984,0.956057265625,0.14256095703125,3.081932161285904,4.77238543087887,5.789247359893845,0.2185508158576099,-0.4432695663475459,-0.5640347395854275,1.2356957519160092
+8985,0.948384296875,0.102750322265625,2.252761543666092,5.265857503578938,5.496695351593008,0.4972647289515693,-0.1497283824429223,0.7090344583017378,-0.0594378274184685
+8986,0.76209375,0.1731828515625,0.1444464276045581,4.892648228441098,4.985840644888547,0.266748926624463,-0.0329489519563317,-0.3329038912392972,0.7028595001064643
+8987,1.016609921875,0.10787337890625,4.367022892649115,4.585910951384549,5.848948039246873,-0.0660253889443416,0.6161008907087897,-0.3810222620083681,-1.3489950329567648
+8988,0.8366359375,0.17244052734375,-0.0391493929942622,4.380632071158368,5.1494897204705135,0.2877693736455874,1.1295479035822185,0.5890715971417125,-1.199849823067236
+8989,0.697762109375,0.13123287109375,1.9232144823428752,3.981926925563414,5.50829085481349,2.29284262182886,0.4693284051593679,-0.0093413987581858,1.9971520911038236
+8990,1.098086796875,0.54459953125,1.8407397769877536,0.7104166193321299,4.059140673306002,5.048172271367239,0.0643142699950911,0.8182475160136695,3.4769599850037767
+8991,0.8094478125,0.275876640625,3.803650615622435,0.8085917123720084,5.346203680845379,1.0742708588615018,0.3520176030889052,5.358515446908557,2.227829228695489
+8992,0.911599453125,0.06211814453125,-0.7198296050375333,4.471835565232917,4.794624984107647,0.7851875991778943,-0.0500761529652475,0.6256361450610393,0.4616319686903064
+8993,0.875746796875,0.1504702734375,0.8550249145953313,5.045372316573712,4.988442813773278,0.7907396367344772,0.4453062610071555,0.0957903787979532,-0.6185383077537586
+8994,0.981909609375,0.125318876953125,-1.4569220701655263,4.779005169387315,5.167059153148879,-0.0135382812413574,-0.2558499204033231,0.3334435660999301,-0.8544562994133741
+8995,1.27846703125,0.25688330078125,4.357033770560354,-1.6822180609173043,5.6334883783832,4.591604912909498,0.2111959855970425,-1.2434961265418494,4.988749185773378
+8996,0.88598375,0.10715685546875,1.5262655018252511,4.462804982062512,5.208508860743257,0.1060448672411951,-0.3145718250896283,0.3539325716052431,-0.1393589454232168
+8997,2.12968234375,0.3291671875,4.340521411864015,4.796009550009368,5.26154299228471,1.0183803015524706,0.1803421271184524,0.1031611080537332,3.0251152407236965
+8998,0.817140703125,0.1436543359375,1.0048781037530805,3.9863581682962055,5.263440900075152,0.8194120126570077,-0.2834421389718165,0.5105616661675193,-0.9489681217893672
+8999,0.5682431640625,0.100352919921875,1.36294056012169,4.083533551645218,4.7941780784412265,1.5374980784165542,0.3027643787026933,-0.2083081577327284,0.9473300561819374
+9000,0.75436953125,0.107303876953125,4.882337060875076,1.5903354770271745,4.768879224789789,0.4739829759213967,-0.2229964679167264,5.92808500044383,1.958482913402105
+9001,0.802914765625,0.15007,0.978141660515042,4.571215202220867,5.307501170703832,0.733179765355971,0.4167354344484568,-0.5442573932004554,-0.6640982358188169
+9002,0.930449765625,0.109602265625,5.019173885616855,2.243063587627683,4.928722008560239,0.849608804735819,-0.178198842582438,5.371793834402578,0.065652559909465
+9003,0.848033125,0.0787319140625,0.2424442946316534,4.896615853608649,5.298426475454439,0.6975828051506933,0.237720706961487,-0.4631801824781196,-0.0001399989974954
+9004,0.843205703125,0.181150390625,-0.5018904857801009,0.2772432066495388,4.414155767106092,-0.2015353603109348,3.697895134877436,-0.4025016575426313,0.7995687702517755
+9005,1.183565703125,0.121072568359375,0.7954493158233231,5.016501426073673,5.4420401036245165,0.5774462829105794,-0.2106983233588198,-0.0451850147697107,0.9145822721109976
+9006,0.89749640625,0.1326191015625,-0.2965774644845416,-0.0834920293254666,5.103083115494044,0.4863339535742493,3.091720365804239,0.0470514781916772,0.1745418300395159
+9007,0.959333125,0.084206025390625,0.8278387566148042,4.152894267595717,5.374354118569481,1.4870350182644834,-0.5376273876217647,0.5132679992441304,-0.5830271523107414
+9008,0.915259453125,0.123773017578125,3.3325741111385514,3.688324985845072,5.483131025211725,0.8727796195925044,-0.1491180999916793,0.0572905303799201,-0.3378977513477015
+9009,1.08207609375,0.109099375,-1.53149554518998,4.709663477210135,5.617188101370143,0.3485388373724384,0.0829061986897621,-0.0884853636092731,0.984910661973618
+9010,0.904964375,0.0676876806640625,-1.5107880160608504,4.776431295930695,5.068289861594799,0.6102655120120355,0.1513668416322915,-0.0579612344085587,1.5242840822669712
+9011,0.781682890625,0.1126063671875,1.289122062760521,5.557330643376109,5.331801693895645,0.58071676773003,-0.0061283560881209,-0.1907476595609635,1.200806821682387
+9012,1.304550625,0.15986603515625,3.370200062767845,0.3349084278873179,4.02327368053404,2.3249592288381384,0.105808107687318,4.232738307844816,-0.6692608074313702
+9013,0.97107890625,0.13197458984375,0.574917637919629,4.139445107357237,5.367714331042178,1.2807469599507544,-0.0877806965494251,-0.352297044123894,0.6128883702854759
+9014,0.92701203125,0.469479765625,4.038949357753068,1.0490130299816929,4.647313699419641,5.390949015337895,0.8810896790267053,0.1037480076810504,4.014044011942782
+9015,1.13739171875,0.10518732421875,1.1160619444900872,4.8981210158305855,5.585552125657687,0.6458186089545194,-0.2470914594006256,0.3342037377047026,0.5559869346494881
+9016,0.760892578125,0.104461806640625,1.0030151090492314,4.718121631317208,5.130695125500626,0.8305581266692601,0.136614285097581,0.063858223511559,-0.4928431466228866
+9017,1.08115265625,0.1230241015625,-0.7602721323626427,4.220126033262099,5.343936360584836,0.1857385656945812,-0.186430510419676,6.305434748488966e-06,0.5799579667047251
+9018,0.941549609375,0.116334189453125,5.105086770164749,4.605645296273559,5.612871947297196,1.189056680585445,0.0240290434294189,-0.5712388752558856,0.815623274040245
+9019,1.114837265625,0.098013125,1.1297199194478929,5.2799325448724215,5.15451436533249,0.4898652926172006,0.0003478332740713,-0.0586515021892344,-0.3610553421170214
+9020,1.52816921875,0.21911865234375,1.1752796800829348,5.056383693643436,6.077474421118331,1.3273359807566787,0.6228871521050339,0.8837751851884238,-0.8707863014120706
+9021,1.046179765625,0.11168041015625,-0.6291107721979639,4.402576454097851,5.111783023962453,0.7624028298173388,0.3814049366143989,-0.1502236750363215,0.5571450526383012
+9022,0.90612484375,0.09646787109375,-0.4017944183306255,5.036726434989118,5.162434945637062,-0.0940078987412958,-0.5037498008538267,0.2070249424074763,0.4009550168405764
+9023,0.963772109375,0.093157724609375,0.2450996167263808,3.922991727179161,4.913391869360346,0.3028854483756173,-0.3749596465908974,0.9525073592247868,-0.0547728892095429
+9024,0.669641484375,0.101295673828125,-0.4640161011582222,5.859319992407609,5.310561369856031,-0.1499154522716125,-0.2446418150574173,-0.1421174503619989,1.025567244825188
+9025,0.94594703125,0.12654728515625,0.1897483821904433,4.517209896436588,5.592212428930513,0.759616572191186,-0.4804381319416411,0.0594482623486773,1.01683551836752
+9026,0.8992384375,0.089743154296875,0.4431443813347809,4.361405964832068,5.08934234318605,0.9786417712105652,-0.3102008979097169,0.5037168038600556,0.7843377745854923
+9027,0.831971875,0.137471494140625,-0.6009791392697402,5.331089979885477,5.266903811070129,0.6244187247742465,-0.2306723413331497,0.2221595905615342,0.7957015268988896
+9028,1.00222921875,0.140109541015625,0.5423699147653205,4.351850595321117,5.470750006613103,0.8440360833502414,-0.1868374048979272,0.589062785160994,-0.6262151254954291
+9029,0.8626903125,0.080366591796875,1.2664478576709264,5.387074960071656,5.3918280578639965,0.8115497369673883,-0.0044963709393028,-0.1305751563993048,-1.1456202298971068
+9030,0.87815640625,0.153121513671875,0.8568490662596777,4.201279673191244,5.301572218137483,0.4375951072336873,-0.2884694241082357,0.7636009332848821,-0.2397443203031657
+9031,1.112538515625,0.114345458984375,-0.1582123298009796,-0.5623388052713446,4.719821895538548,0.2856968544745393,2.871371373029557,-0.4633149544378749,0.037345258168038
+9032,0.91995234375,0.09863302734375,-1.9184265599234145,7.331020498419911,5.427747686936426,1.2224939950663642,0.1899848261910574,-0.6351461387677807,2.613613720358961
+9033,1.57756375,0.15862501953125,4.91365040723241,1.7707544448948094,5.392226128623944,-0.0399896382927103,0.5662813402104354,6.312711935008333,-0.9433006445520932
+9034,1.35668890625,0.5195225,3.3066520623036117,0.3920600348224771,4.428765788719503,4.881104004250186,1.3487402301477514,0.9460391868641558,3.191732040151194
+9035,1.34503765625,0.12958619140625,-0.4524150523285812,3.821750546981909,5.35165182268021,0.3598424601939829,0.085885274314126,0.3176415664279436,-0.4901114500422279
+9036,0.94448703125,0.09099435546875,4.957775062925936,2.4988340973873084,4.953644018001837,0.0754615174444628,-0.5698102663447399,5.740929440325562,1.2986984476130503
+9037,0.66777640625,0.137859775390625,0.8386012039851838,4.401757881580201,5.136357967891065,0.7859360588372702,-0.3399791347999972,0.9569157798997184,0.000665744063074
+9038,0.89952484375,0.064883408203125,0.7863029947992901,3.941006429200934,4.829615290925944,0.3280725704746987,-0.3338946766831969,1.1629192664423496,-0.4487560920465592
+9039,1.149962734375,0.092875673828125,0.9705505031109836,3.4775831822924346,4.246642892547413,0.3333378262346058,-0.1091444989436047,0.3445166506354125,-0.6501808676412214
+9040,0.836979453125,0.1679337890625,4.720824733569157,-1.3096223238059437,5.4216542018250165,0.3774468523189108,0.6163343024492617,5.808151658822757,1.3658293970824076
+9041,0.834053984375,0.156975361328125,0.529383730823055,4.570650431697834,5.512510004903628,0.0698555947633204,0.0269866322352052,-0.6740887523594695,0.1154589951157479
+9042,0.947178203125,0.101238662109375,1.029343487307102,4.551379445976977,5.335643940512953,0.9020731538859164,0.2406356501123826,-0.037724902966898,0.9443458643969176
+9043,0.95246875,0.135627998046875,-0.646884348635384,4.540327642174483,5.617942504685594,0.5381786690561768,-0.0520816799184508,-0.1836805620323587,-0.586844964256644
+9044,0.9438940625,0.10146970703125,1.2552815402252473,5.472631970556349,5.46613723306228,0.2897309904992197,-0.0341271645212861,0.5816677941545948,0.411117055885544
+9045,0.7023640625,0.11280919921875,-0.2893314536898645,5.095059159105967,5.799419334220048,0.571369638828573,-0.1917096892849652,-0.2068179967731332,-1.1784835460939689
+9046,0.759772421875,0.1415509765625,1.3128618159050236,5.072350440467685,5.68584555959046,0.3099271106458595,0.3042675954375117,-0.5361009939144915,0.6863414132380582
+9047,0.661322265625,0.0996748046875,4.914913699179713,2.278890685468454,4.822586148965629,0.4836684460571279,-0.756071815452372,5.680503940158533,0.7160808348540507
+9048,0.94251859375,0.13709044921875,0.1883984505609995,-0.0982210084170872,4.332074136078082,0.2283433768521822,3.925076486681914,0.5093855418474018,0.3943278827880427
+9049,0.966586796875,0.068348984375,-0.5390442364264235,4.332407646631061,4.990733514508518,1.3455447671392848,-0.1785314580056799,-0.05076315923166,0.7394567938890316
+9050,1.154068203125,0.115671669921875,1.5999513161411802,4.403857596547667,4.807233705002442,0.6388423029218785,0.1431562734473039,-0.2454502180642215,-0.4245610099052259
+9051,0.74022921875,0.151843896484375,2.070247876405761,4.765489331834226,5.328928611856611,0.8132711963537878,1.117753909515352,0.4704014084027054,-0.4662025100117221
+9052,0.9843796875,0.097689072265625,5.124723066390035,1.0842785015182177,4.589793249977055,1.015089974387653,0.0718164419608377,4.748284160623536,1.4393508296566166
+9053,0.9886271875,0.2454907421875,4.285577213668091,-0.0430140188766103,4.409311151100617,3.412892432053958,0.4332009816853121,-0.916211318873756,2.747904829783679
+9054,2.08745109375,0.3152876171875,2.0008838497871806,5.420325613003558,6.147832545503007,1.0744808190054806,0.2387786304602516,-0.4129173594177962,0.4555924474463472
+9055,0.85010375,0.11477212890625,-0.2001812923009553,4.577011309515991,5.256846809623815,0.1504867481511824,0.2399309501664498,0.1413953887626564,0.7655596013293806
+9056,0.682040078125,0.0962434375,4.980876828557205,2.3603725636411306,5.124110483692374,0.842188463257859,0.067406936510007,5.945354921111225,1.5917653902566031
+9057,1.023921484375,0.13434138671875,-0.2054421044699675,5.3346157927567575,5.396856750468722,1.5900518087338087,0.2731652327710181,-0.4417716231474604,0.2083297827357592
+9058,0.867313359375,0.10974328125,2.2258913870733283,6.681793262175619,5.853759224713806,0.592706334184856,-0.0495593528699299,2.2161062263558087,0.8250661255235457
+9059,1.1412175,0.140045341796875,0.9268539931983832,4.86931138582732,5.598593637394829,0.7651904715813875,0.017752959186465,0.4271148433426358,-0.0339596673022557
+9060,0.977446171875,0.13277091796875,1.173339829426447,5.27279277866448,5.5196450006220825,0.1586877079454815,-0.2651400197825286,0.3940425839303629,-1.5670345546687794
+9061,0.668476328125,0.18375541015625,1.015219740872971,4.327728357839535,5.310429241965364,1.1500235485664223,-0.1382755199804728,-0.4465014749785716,-0.1274627808265281
+9062,0.829399765625,0.08702830078125,4.828007339971437,0.5015862496280917,4.895101188301398,-0.0233310843126871,0.4064825534785727,5.397356571866814,-1.6695464367475157
+9063,0.4832773046875,0.193466953125,5.1608126835156005,0.8108295780216344,5.348766825706946,0.4197342255295881,-0.4444265478297748,5.748295555783864,1.9324449568108917
+9064,0.778314375,0.127385029296875,-0.1395053437575867,4.708205367499708,4.998248679393471,0.6694518166213449,0.090306762734382,0.2675613846414409,-0.6999499155582001
+9065,1.188550703125,0.11501037109375,0.8514643138022497,4.524029305724545,5.249880714475127,0.3360597478575042,0.1424449822994732,-0.4050244310111362,-0.6924700061067055
+9066,1.5314515625,0.404432578125,3.578677313407725,0.903466267975994,4.563248553593843,5.2024597183472086,-0.0626650844496518,0.785311364927517,3.059736045062897
+9067,0.73666734375,0.16466984375,0.7538155732484786,4.9477977921019285,5.295500269944793,0.6708718835916253,-0.5257638555777684,0.3903873212370937,2.635806355471298
+9068,1.18069796875,0.14280099609375,1.0773720972826342,4.354986015711036,5.384022740388891,0.2435391674876657,0.5737313333395347,-0.2662715373160517,0.3866842991904222
+9069,1.329529375,0.0921189453125,2.3956156379758333,4.986874007740767,5.763138252889665,1.072489676258519,0.1501958496297978,0.1604734095778456,-0.3162794852529959
+9070,0.808443515625,0.07694421875,0.2998878399278801,5.345466956764208,5.491375697623544,-0.1976570233394936,-0.3235511711476841,0.6606396543687918,-1.5869649249137665
+9071,0.889275703125,0.1426509765625,0.4519900194303943,0.3648064192646296,5.16591920579354,0.7712055472621011,2.596795812823049,0.1769253335629137,1.1408995489613176
+9072,0.892903125,0.086136552734375,5.054525772062214,-1.091819202490818,4.921065138302623,0.2738917660768025,-0.4034228064046842,5.517622351335177,1.071635821690365
+9073,1.136507265625,0.11693548828125,1.1581323853442969,4.560868292331642,5.548257743314211,0.802782351728036,0.1237263954351762,0.1212391996800885,-1.5290645341903626
+9074,0.985798671875,0.151554658203125,-0.1184902533403734,4.290947949545668,4.785729526382633,0.3814754230393093,-0.2552384603079053,0.510995544698924,0.8641497063848101
+9075,1.015285390625,0.080681044921875,1.2383513863009188,4.811056859390465,5.111700339622754,0.441799395135777,-0.1458746549403368,-0.1883905940350538,-1.0504752257699814
+9076,0.80663765625,0.163336416015625,1.3194224554496896,4.718006983342493,5.276335912371096,0.9903935228249376,0.1047744330122843,0.1905956139207476,-1.369351369833597
+9077,0.7892025,0.107188662109375,0.3665268020295256,5.116596651282191,5.1327204601240775,1.4464023666472758,0.1886667768004001,0.2725348198723482,0.111421524735581
+9078,0.935258203125,0.153758212890625,1.3394186607024046,4.98664863781462,5.325481894552949,0.723261883352829,-0.2599898870420577,-0.2594799809199551,0.0476878030413834
+9079,1.106807578125,0.1310522265625,1.3141825311921382,4.641052414824718,5.700376509545589,0.4813676023875822,-0.2880575811640229,1.2126520062922783,-0.4777403677398631
+9080,0.7125034375,0.154161484375,5.516157158420395,-0.8711620183833987,4.718991028027926,0.0938640734328085,-0.8686343521076227,6.128544112275169,2.33233759300469
+9081,0.819249453125,0.105553984375,0.1030713154995961,5.359211114106285,5.230942868889641,1.1631231196738383,-0.3985638932938786,0.1056301166864926,0.0065271644048335
+9082,0.90449703125,0.13914638671875,-0.0880497915664564,4.569453695787647,5.569715865726382,0.6139756036864484,-0.1665032772763685,0.8598950737022599,0.2302988658885972
+9083,1.404796875,0.24540935546875,4.900533050873235,0.9277010950963932,5.51292625449176,0.9016000270841692,0.3020785850466022,6.15606037434422,0.4893208085746309
+9084,0.78663375,0.093687607421875,-0.7616602415636595,5.043398534934963,5.008125736884593,0.7659163193306083,0.043087104926686,-0.0055606936659234,0.2161004174714147
+9085,1.996231875,0.21525927734375,1.7148372107051737,4.860238342065678,5.615079197194075,1.124670660014739,3.066300107244589,-0.434870645570322,1.180862807034189
+9086,0.9744309375,0.14976935546875,0.3104095492003156,5.372193768297517,5.423813192616652,0.33960837600091,-0.6906302644930598,1.152675091292672,-0.3039859290324272
+9087,0.7913825,0.159394951171875,0.8247685570082419,4.477570466460113,5.238939201647371,0.7490048002242439,2.6375939658542484,-0.2854704843697722,0.7141013563245515
+9088,0.668297421875,0.151324208984375,1.3584126858188563,4.116464844037444,5.465587948300259,1.5217735523651477,-0.1442877997537117,0.3453181420288396,0.9767533022867004
+9089,1.1723109375,0.0729061474609375,1.1823165863404803,4.904578256714947,5.483528691675233,1.1764022750124208,0.1955447257001987,-0.3274641723631868,0.0348009785855357
+9090,1.04024859375,0.1818662890625,-0.18936971075136,4.639390033105541,5.200818031704212,0.9511783307489948,0.2517172525815779,0.5702379033571736,-0.6218033877836889
+9091,1.035843984375,0.622331875,3.1826850183542623,-0.7275070989885081,4.654382135247423,5.158696141275566,-0.2770335668082488,0.487751022558851,3.5851516242410697
+9092,1.042253515625,0.103092373046875,-0.8724348227822962,5.103090530490345,5.059970852119824,0.6133894817135406,0.0820035491190607,0.0390583163459564,0.1289706462176899
+9093,1.4338365625,0.39973328125,4.614895740885943,1.8135744016268696,5.261121040737655,5.160935923908432,-0.3627785820118047,1.0891005460438945,5.065081416501177
+9094,0.527017109375,0.1582331640625,1.4261055734221115,4.819028289342546,5.634252959437527,1.2150094195398182,-0.306028294435986,0.2527151512326256,-0.4813738295150213
+9095,0.899023515625,0.132877734375,3.186317941454144,2.0412451375857934,4.865055066761453,1.0052951093116762,0.5831767691243087,5.472432966949477,-0.9257891292610962
+9096,0.980607890625,0.136318115234375,-0.4972323391474677,4.576293321279643,5.362702600510585,0.4495882748668444,0.7151461012914908,-0.695858632118809,0.7974172055909263
+9097,0.889065625,0.156559482421875,1.1505152231414688,4.365684835363852,5.387146400655705,-0.0168956076591562,0.8000161337941663,-0.4377048887729083,1.2579914117471755
+9098,1.116401484375,0.472468515625,3.2364631156056904,-0.1764513350423654,5.035968516501055,5.172553464629748,1.671773468879895,-0.1197199943698205,2.919403738503576
+9099,1.00678875,0.126268837890625,-0.0334482306760471,5.015905678992647,5.865394696222522,0.4933670693072102,0.2022632035895143,0.1639410658602183,-0.863306175523307
+9100,0.932842734375,0.095189658203125,0.9686955302788705,5.038787401144359,5.260866257259247,0.8421035978141818,-0.2766734013472263,-0.1998435788734516,-1.415636362094583
+9101,0.728141953125,0.19314251953125,0.8367483179267439,-0.2096839691727787,4.228475641732238,0.4728163184767083,3.919718357084944,-0.9530023167059036,0.0384014206882477
+9102,1.002475234375,0.125081845703125,1.6209531199092229,4.65578261126551,5.798219195315827,0.8094560935601312,0.4826802614569712,0.4934255127512457,-0.5388885328520423
+9103,1.03890546875,0.11096568359375,1.0278690223576683,4.243834825988532,5.472919778084909,0.302135144067364,-0.3664119228291499,0.8019131404287531,0.1416528768728773
+9104,0.845542265625,0.113328876953125,0.1968311068558378,4.333624151179404,5.028577688740604,0.3195599166615244,3.646992825822696,0.1059375968426784,0.4567653895815755
+9105,0.9837609375,0.376861953125,3.458580229722517,1.4939498893506988,4.694803653140268,4.519246823575243,1.4310678626968432,0.4891039296163331,2.0128682924331147
+9106,1.0651840625,0.11786263671875,1.6429086270293056,4.632935289834103,5.333286025528332,0.6313866942858284,-0.2743568242956782,0.4487940232909909,1.1708184397800288
+9107,1.056193984375,0.5301464453125,3.773246330223254,1.038696388551258,4.938789816117733,5.008025548496125,0.0265436131529811,-0.2759500877929174,3.3780467554917477
+9108,0.908843125,0.1041221484375,-0.1023050765682119,4.513596794361672,5.198542799196337,0.2211457372735756,-0.3599466951646735,-0.3086299797144233,-0.3020997805079877
+9109,0.99011234375,0.16489126953125,-0.0829460047742449,3.8184448758913576,5.201543589087423,0.9391131690925044,0.4080220751655925,0.5751093007813908,-0.4863270512404681
+9110,0.767998203125,0.13975728515625,2.0369683179545097,5.03511276337085,5.79771965242957,0.6896402131088395,0.1393557481588249,-0.2965025395293691,1.2914983372644555
+9111,0.5348525390625,0.23225498046875,0.5979054559961816,4.5053841875296055,5.435971012451999,0.4932040469121337,4.408404293433194,-0.1215500210511072,0.9968038430117704
+9112,0.96614546875,0.14148857421875,1.2360230861173924,4.441952135867937,5.448275526106427,-0.16709592863591,-0.2827083980073168,-0.4851711184669166,-0.703361048950588
+9113,1.649780625,0.180276640625,5.182473636403896,2.577998816571658,5.2653219045670046,0.5903365761260649,0.438854901591022,6.170998576355627,2.4190375655849805
+9114,0.841570234375,0.116568212890625,5.039676017511069,1.084944023967256,4.995262099546423,0.2304569195956548,-0.0949260882677092,5.833827505538799,0.6718521774700872
+9115,0.6952646875,0.149838359375,0.6258868204573892,4.271522363635709,5.57539587614464,0.7335308485778346,0.126333416761465,0.4323139485641917,-0.5413958601952942
+9116,0.8347965625,0.21296806640625,1.4323586431646178,4.540398514161187,5.277445955242354,2.3201220653812453,-0.0080310267056092,-0.6094794493636706,1.3632554655452134
+9117,0.79306640625,0.120113603515625,1.5619572083335471,4.893086150536145,5.707762893140653,0.2864075537839838,0.0330536406854083,0.0633377627527278,-0.9054024605728022
+9118,0.866092421875,0.100241298828125,4.582674406672905,-1.729858778610806,4.616572345519716,0.858774046831654,0.344600991398835,5.755927087927031,1.5252157183095196
+9119,0.99193328125,0.067101376953125,1.5993679904838605,4.665422018469712,4.521847938461681,0.3554256389574455,-0.2179429328733322,0.5713247808459853,-0.0066388637187692
+9120,2.01344125,0.18165326171875,5.352681021382857,1.93298101191061,5.822335502519328,1.2966725077841872,-0.2322532660986992,6.151079906413281,2.19503060975757
+9121,0.656292890625,0.123345146484375,1.272405750967094,4.903827410921176,5.115532946996388,1.1833626447998464,0.0845888793899345,0.0981406757045581,0.7124720378713262
+9122,0.92347375,0.071363291015625,3.795506408420045,-0.268249989250539,4.529755136634304,0.3125828918579563,0.574150306289897,5.477073746160495,1.3583829075591252
+9123,0.89050171875,0.108425458984375,4.076589981332097,0.6545627332452839,4.888505279766632,0.1462843138899257,0.2191711408130044,5.28684067160096,0.8917347286441728
+9124,1.25332484375,0.18093134765625,1.141978368801417,4.985307526796412,5.464338048877063,2.4770081658821166,0.2864484865536387,0.5289158656961315,0.7266263347893636
+9125,0.73538390625,0.123452568359375,4.06855147560465,4.481505603947349,5.723394845464444,0.4266076981366639,0.064414385918993,-0.96796140320811,-0.3393327242589076
+9126,0.75820234375,0.112098681640625,-0.7298188427156556,5.560216944718117,5.434648644919818,0.6044019535428615,0.2480601601306516,-0.3728453778737844,-1.3267177686088902
+9127,1.270437265625,0.163823095703125,-0.0275798882797691,5.076360969165084,5.30985901639868,0.0823945912773734,-0.2764678649991191,-0.7899279209194215,0.5901354423884612
+9128,0.9597509375,0.14119271484375,1.6865078546545629,4.988524973221593,5.565519526478071,0.5585969323306775,0.2419215289639684,-0.489616451856106,-0.1023282157313672
+9129,1.52348671875,0.31560541015625,4.098213156917031,1.8969217550806516,5.078216858456214,5.328327688770732,1.8370842750420897,0.4970856863258829,3.833270673488264
+9130,0.928694140625,0.103557451171875,4.363523763949151,1.2094274164658787,4.684327261093783,0.4522555006988128,0.5279238242653409,6.00078917513282,2.4197770821267515
+9131,0.797785078125,0.0757158154296875,0.1118977890719248,4.921787369061392,4.94335032534666,0.5992691980102343,-0.0642335498271275,-0.0489011080712149,0.589417519102304
+9132,0.9164309375,0.126969755859375,1.3545310928977898,5.476782462579314,5.613558110179559,1.0859538589191722,0.1337242700215825,0.1184389858230842,-0.6582456924846447
+9133,0.92709046875,0.112034462890625,0.8178015222871895,5.033268830255426,5.610483445499924,0.4242626849412152,0.1714530958569159,0.3679459040719671,-0.642353704665609
+9134,0.73877796875,0.085632470703125,4.706423229303044,1.72863627340792,4.359204897144776,0.7125513464600337,-0.6523064066403029,5.404200297135938,-0.7698939518838832
+9135,1.016177421875,0.124038271484375,1.4336453833501674,5.059376212269974,5.747693810947159,0.7834874067903845,-0.2679814645606197,-0.2703092590711567,0.156043253435514
+9136,1.02658265625,0.5359891796875,3.035174084196448,1.5452703651445243,4.7318491238331575,5.442960875104744,-0.4904141081374523,0.1493117807386424,2.810487151458456
+9137,1.0007296875,0.148004462890625,0.8064189800009498,4.370774535728391,5.294935041164892,0.2391683706144648,-0.244812361362895,0.5059288395873413,-0.4688433116762907
+9138,0.9775084375,0.09595478515625,0.3080785056752185,4.457667786192362,5.514289823050039,0.3297325404857242,-0.391275712371204,-0.4764619497249736,-1.0167666084848297
+9139,1.69065546875,0.22430701171875,2.1986779706645767,7.093718770923628,6.293566262197621,1.1420772536707884,0.0747904491520777,-0.5043400415482397,1.6982045604891376
+9140,1.33964734375,0.129955849609375,0.3455868210290612,4.693731484144673,5.807226603398901,0.3722361849726985,-0.181924585271784,0.2291646365977295,-0.5724120577383627
+9141,0.88420546875,0.1954816796875,4.488432882554205,0.8765866322055025,4.416990830226212,1.3448020543304922,-0.3323486884377468,5.164151020751291,-0.4858453856601867
+9142,0.780003359375,0.12066509765625,1.5748289297468192,4.653910004034206,5.110344290760087,1.4889652494897707,0.1303741527549499,-0.1197403802237611,-1.4031856644233256
+9143,0.77834140625,0.14470390625,4.502479575376241,0.0427183107374715,5.041361714703583,0.3706304910586373,0.0408268304427254,5.659973007045735,2.272247564369994
+9144,0.79762171875,0.1076129296875,0.5824475306020347,5.135347752042317,5.352207193776696,0.8773292918610839,0.1088468395604137,0.1660984083227654,-0.2253755083945651
+9145,0.73526890625,0.1575760546875,1.3255944679827916,4.576091900137232,4.742358229807914,-0.2538093368271571,2.0393180202439765,0.0745778771291562,0.1601180353972658
+9146,0.8534890625,0.1480140625,1.129372405254144,4.441972534170606,4.947634861125108,0.6071885317618296,0.9608749684121712,-0.0385126325858898,0.1500975416697473
+9147,0.960627578125,0.110148349609375,5.491975557922532,2.3966632545003432,5.264475922574072,1.0237040719676656,-0.5285963951339383,5.656160967304109,1.6153003960191143
+9148,0.77935515625,0.1514022265625,1.0958508249642067,4.217880487664803,5.519064618308804,1.4432807186887586,0.3936754904090404,1.0738886898262776,-0.5344011263045542
+9149,0.80990578125,0.128084736328125,1.4089054937963326,4.0719962096976605,4.976052393784078,0.4991822422647989,0.1927849821471348,-0.1109147531941586,-0.4218704898910815
+9150,0.643785,0.21292892578125,5.236038610009363,2.5690105931618987,5.424773955574023,0.4930777387502146,0.727008378578645,6.59255104776053,3.5873521934994828
+9151,0.804081171875,0.10229484375,0.8837026274639911,4.2843189152069385,5.377873412384693,0.8933092819347439,-0.401669578876822,-0.1207379532047455,0.0337787177751839
+9152,0.5602622265625,0.0717203515625,4.814507377401875,-0.4422545378882802,4.845390756363148,1.2250758554715129,0.4733412790193212,5.735500180563496,2.3410897609495187
+9153,1.32360578125,0.23529130859375,4.303742551389956,1.6429018610085755,4.417943025897462,2.540237776530354,-0.5355167917282386,0.4491555541757103,3.024018980102812
+9154,1.068543671875,0.152831064453125,-1.1851741796928683,4.704638618641472,5.119937641131099,1.1131495522989556,-0.3531364024149634,0.8488339042282073,0.0278547845307408
+9155,0.7713484375,0.10520712890625,-0.6365499140237562,4.101507113691477,5.009612430415432,0.6760879257685637,0.0490310424035755,-0.1926404912330922,0.3976893992102868
+9156,0.80814640625,0.1113221484375,5.349723906101815,2.3293679909059395,4.842242917573848,0.7589876467894936,-0.5102163714652092,5.660718851241771,0.5338849371368907
+9157,0.997885625,0.162984150390625,-0.8878425595842321,5.064473582415304,5.597576914784754,0.1116277188624371,-0.6953188576272575,0.19984044466536,-0.8928068172110842
+9158,0.78308515625,0.0985958203125,5.286228853142072,-1.9465111252434188,4.67482654524806,0.7034787844404073,-0.3303478039303519,5.430314360263134,-1.0615260093724836
+9159,0.7588384375,0.125000830078125,-0.3903737345274357,4.5517759627554994,5.576284582726568,1.1316548641590685,-0.2179055666382955,0.6609434760768991,-0.6336432120117941
+9160,0.835925625,0.073185791015625,3.063528820358236,1.4438362984898296,4.64570370018073,-0.0881848908031313,0.8838262069089351,5.626244207692503,-1.0868400440025503
+9161,0.601109140625,0.1544861328125,0.9863390882417492,4.237966139728655,4.382566638070279,1.1498152693705952,0.047348519354341,0.7424207887750267,0.1388880033746632
+9162,1.016531640625,0.18413708984375,1.837314531480341,3.9001727001998394,5.408740421331664,1.196912381598836,3.289959677624076,-0.3134840626023032,1.002030925837773
+9163,0.5512437109375,0.145866298828125,0.6476747625279973,-0.416352828574646,4.896949155155025,0.5029872396989792,5.380942605065363,-1.1376203947579815,1.6738196974844846
+9164,0.783644140625,0.123019296875,4.6427333934084665,1.5197202843850213,4.930404508667024,0.782062075668718,0.1007282225016884,5.782257664198939,-0.2544966861039952
+9165,0.83232171875,0.102315849609375,0.4519713390673584,4.672525385443665,5.329951779616144,0.395697209510197,-0.1890366489126979,2.1965614350605702,0.571784458221503
+9166,1.041550390625,0.12468517578125,0.7164583380395736,4.641109072896628,5.561243620153515,0.5336316333065398,0.339137002789679,0.4983203165752233,-0.3193243631674215
+9167,1.16706046875,0.1865620703125,2.725132700813284,1.7900109377678008,4.83390686122988,1.413851028922524,-0.6616180061081941,4.994299249157298,0.4340527606635944
+9168,0.869398515625,0.0808316650390625,0.3953504946171438,4.9580053885177975,5.48074207016614,0.471212762651047,-0.0806544471551472,-0.4837320863860261,-0.9320336409166072
+9169,0.86681203125,0.1001284765625,4.719082210055534,2.4476408287349423,4.669809087742632,0.3551367218742037,-0.1203723500163345,5.679374691450088,2.368871774903526
+9170,0.936746484375,0.103018564453125,1.2473637313283352,4.726475283437532,5.522452907836016,0.649531317776002,-0.2799381888517597,0.0899722866563361,0.2715852943449847
+9171,0.8598284375,0.111554384765625,3.8530132850593257,1.4704021006161971,4.840012452267201,0.5651515652148391,-0.5045395551856694,5.805679561886222,1.879903982304599
+9172,1.1068253125,0.117690400390625,1.1077879782702769,4.768837945187069,5.398274945923001,0.431136882121223,-0.443934450454771,0.4965319877543481,0.5901195419642762
+9173,1.012724765625,0.0842534375,1.9366794127249196,4.528198044414832,5.4067206325509884,0.4437346278101097,0.1974455472489069,0.2056526418442455,0.2643011974442709
+9174,0.716724453125,0.129345546875,0.4117223660436762,4.473444350298859,5.464357513119971,-0.1017195286229195,-0.1953636725738454,-0.3678865779568652,-1.4008620757836183
+9175,1.035339296875,0.1296978125,-0.5359012080938936,5.228979581863472,5.577718507939752,0.3173105191895796,-0.0747304384971838,0.0707864857475965,-0.9149921357313456
+9176,1.6206571875,0.786667890625,2.916183562334864,2.540076787251531,4.978724327213765,4.868106390710643,-0.5373050928540488,-0.4155633584086168,4.136828513731893
+9177,0.659063125,0.093028095703125,1.698265395424514,5.482324877117069,5.161624769896512,0.3875666034026451,-0.043630652662069,-0.0691182247066264,-0.3500837390363682
+9178,0.94332828125,0.0818272314453125,-0.6267659210894672,5.075391717531853,5.345666889316908,0.3260945373429634,-0.0458766400477366,0.1021114233852581,-0.749910953484716
+9179,0.8571665625,0.10780916015625,2.0473305085025286,5.037544456658393,5.189562024484927,0.89214650923534,-0.106261199320984,-0.4073870646693368,0.5880482070484183
+9180,0.980424921875,0.1129754296875,1.394032708156909,5.144630941092084,5.224270289214687,0.0676815829419536,0.2964614564886375,-0.7497578915042731,0.6001484638203979
+9181,0.983151328125,0.137533310546875,-0.8048829208173316,4.165848965109587,5.147939059928921,0.3505172836565154,-0.4324527674207126,0.1414914571091183,0.0118254376711401
+9182,1.14836359375,0.16548296875,4.583042099935449,4.792771520733493,5.390677228660069,0.9070654029874016,-1.028591236145489,1.841277425327658,0.3955350659176201
+9183,0.87715359375,0.0780202001953125,-0.8572456543219766,5.167909806673636,5.254652165391786,0.678424127153865,-0.0053586880805218,-0.2464970719024318,-0.370827757203516
+9184,0.86029203125,0.080313779296875,5.671346598249707,-1.3849164544939658,4.9357454537148415,0.2049400488681955,-0.6696233724792097,5.347892100393217,1.3930609438647186
+9185,0.918409140625,0.126279638671875,4.879143331185742,-0.2696170234117498,5.018542845922511,0.4143427244220158,-0.6181685451610051,5.698762820689129,2.3046225573681687
+9186,1.02946515625,0.109326220703125,0.6733720850488597,0.178519892953567,4.538349217280339,0.3897241059154762,3.9145031907136905,0.4623886705566734,1.1689728432368487
+9187,1.3943653125,0.3489051953125,2.9577530138019386,-1.3612459073057177,4.650518865706519,5.371711258269528,0.1653713923732419,0.792535257055584,3.481114579273867
+9188,0.80938328125,0.10283853515625,1.0973070481311824,5.969152148895575,5.4943844692566,1.4161033174171358,-0.1130926898852436,-0.1469789546141902,1.5382081930712674
+9189,0.9922228125,0.127017763671875,4.278347371277162,4.271875929232346,5.271998373627373,0.570972551418218,-0.2121754597261357,0.6163691803261763,0.9639940563256066
+9190,0.908815625,0.0806582421875,0.6556381595542949,4.917730650867288,5.055691061725393,0.3942242811810636,0.1551234663359133,-0.2584567515831437,0.3271537998969705
+9191,0.4969325390625,0.104936484375,0.3425940024131459,4.742790549902943,5.275734691727263,1.3688698598058928,-0.0181738697515859,0.4808394875273876,-0.2667599662157235
+9192,1.58008203125,0.121913310546875,1.4180200574905342,4.402884938564785,5.547165354676656,0.8198606818553961,0.4331519878564938,0.1313868589995232,0.3662397316722089
+9193,0.838370546875,0.1259063671875,1.2338456604203791,4.974465337760185,5.569645685783503,0.8096624677228785,0.7102875606182645,-0.4022969679835463,-0.5145081272438776
+9194,0.965289453125,0.18433810546875,4.693093067321847,1.26039701035473,5.241607397782414,0.864299613389053,-0.5005577028612188,-0.4394411864940626,4.094325696905057
+9195,1.35631015625,0.449640234375,4.072769867934747,-1.8321862233535875,4.195842611605857,5.177986757529776,0.1259212248878119,-0.5514828538778092,3.5609857241262226
+9196,0.9884128125,0.103618662109375,1.208819133931888,5.223857573536829,5.4683297323985,0.4228288459290523,-0.310999992159452,-0.4013938998742209,0.3670714998978088
+9197,1.17593125,0.17715373046875,-0.0898715476582889,4.668559001475797,5.545757970716528,1.0244825256123993,-0.0111547569916768,0.3519228594087082,-1.1647854355852096
+9198,1.007884453125,0.09267103515625,1.1979254768202,6.045373865509586,5.31517599318573,0.4703897304205333,-0.5324182301487994,0.3887629105418475,-0.2044078538481577
+9199,0.810284453125,0.091790693359375,4.592647399506544,1.2057890013996562,5.032812435551194,0.328854145885149,-0.1026328110340025,5.359662801018162,1.714824657199143
+9200,0.81474140625,0.17832931640625,1.7552881028158929,4.745740305266281,5.502622282497941,1.4807857172951022,0.2939480465159647,0.2763906529538091,-0.7980501652701391
+9201,0.91529125,0.0771326513671875,5.891218653067784,2.3068414715326333,4.710243411864199,0.0929449769086728,4.489563118250604,5.955694173694582,0.3306886044782114
+9202,0.899715859375,0.154171689453125,1.4627180812081042,4.676764134777043,5.076180764728047,0.7305818811334696,0.1855793028143467,0.1339625037860768,-0.3840976174848802
+9203,0.973894375,0.0714467041015625,0.1355678649598179,4.140560614861321,4.838263544443465,0.7453460302436942,0.3249465916886466,-0.105894344552943,0.8289294190967966
+9204,1.04358625,0.154315712890625,0.5479311167401166,4.220744596310516,5.2848088167701945,0.3758449516128019,-0.0931151920029796,0.2470828853267434,-0.1836059527471468
+9205,0.7311121875,0.1838640234375,0.507819869264611,4.2624153867692565,4.938798269282627,0.6867729446029782,1.7378335809873586,-0.3820624329751422,0.3781234093122906
+9206,0.78534546875,0.115190390625,0.4448163788269147,0.4955871934846235,4.62318973587162,0.2100061724433118,3.875134755997308,0.869779399081213,1.416540517140358
+9207,0.975890390625,0.1358104296875,1.3066668075368264,4.897207222025748,5.622181587006857,0.555644958769429,0.2171925489311378,0.5852554385884053,0.637969814397242
+9208,0.963796015625,0.106607763671875,0.9520068190322618,5.12056831349324,5.255928703376836,0.3226118195327342,0.0514725737449937,0.4318880077910969,0.4160177464740467
+9209,0.78086234375,0.14665783203125,0.1541403057799966,4.482635438037893,5.312473013491583,0.4945562085977029,-0.3568712784121601,-0.3981308179899543,-0.9822350689650968
+9210,1.162394453125,0.095144052734375,2.094163321611533,5.221790623224865,5.599704738698626,1.681520449172457,0.2359719518735974,-0.3838688774158126,2.3281284473201747
+9211,0.719280625,0.129559794921875,5.131834219837178,1.0819557329751992,4.846451578824813,0.9701112279956112,0.2253548061223724,5.26548885337279,-0.0545776064302129
+9212,1.274352421875,0.19845970703125,4.693842490456063,2.074262648706183,5.27508028765456,4.467840682873482,-0.6091962097093233,0.5462454023957024,3.8940166898577
+9213,0.89500390625,0.141817431640625,1.4591859554060675,4.41700108449893,5.481392498108534,0.3628308564255216,-0.2393487112167647,0.0224206321622794,0.2899764031053863
+9214,1.170156484375,0.101422900390625,1.047995813726058,4.721260045986568,5.280219811624575,0.3655152533254276,-0.3108942370420116,0.2454057927471102,-1.069009823683274
+9215,0.7294571875,0.16804958984375,1.5896950080663086,4.464248232607655,5.552470126964223,0.5761231150101396,-0.1647248448987473,-0.4267796098289775,0.8969040403330341
+9216,0.7652390625,0.10902916015625,-2.29369291625976,7.065516980713302,5.617496412868353,0.6371281515656115,-0.6387187963273707,0.139439862676366,1.855100605762011
+9217,0.85879546875,0.084251630859375,5.234802053195137,1.995472631808073,4.842940080949203,0.4281279129223847,-0.0412088056908516,5.868701793816388,1.4858237811249266
+9218,1.253306171875,0.4408225,3.783872249434288,1.3049885058271788,5.044390489104206,5.346947549136639,1.3514607702801076,0.6658414537244848,3.763179986504755
+9219,0.90538671875,0.143938779296875,1.4118049301761686,4.663988877998139,5.438646139105996,0.0990698360467755,0.2079114371006882,-0.3501920737165401,-0.8287812213187722
+9220,0.927338515625,0.18976841796875,4.749454476564481,1.0549832823790135,5.50806436497024,0.5041644831501877,0.6367575288223082,5.811957771441644,1.5887380691113773
+9221,1.014179765625,0.064196298828125,0.5739342017507848,4.278811597567496,4.674596685166081,0.7274194153300928,-0.1818984909387202,-0.754747828308966,-0.5307640902618738
+9222,0.944612421875,0.13059435546875,0.2447629760776878,4.07149421547565,5.309969810688604,0.9260897444119668,-0.4737101545633246,0.2551396913258656,0.6020038294563858
+9223,0.71032828125,0.07269611328125,4.76007310115955,1.49506069738147,4.708899484762181,-0.0413750893830811,-0.1807470667087662,5.650749749899272,-1.3884481095964525
+9224,1.069531328125,0.122784052734375,-0.2840813375049306,4.766532678694695,5.835905816170349,1.0765079045382149,-0.338460374390594,0.4108986104513739,-0.4521442410267754
+9225,0.739303359375,0.1098141015625,-0.9447086493246102,5.415249800010943,5.664963719527727,0.3200033065614937,0.092446124359495,0.8074821550883483,-0.3706685757989079
+9226,1.446386875,0.16744349609375,4.316516406024829,4.706828676776855,5.802834038093286,0.833149881919553,-0.0762227696623922,-0.0606152355269525,-1.109711162316951
+9227,1.1303946875,0.159507177734375,0.3491675925731599,4.835779143931386,5.588816977120103,0.672595066403474,-0.2105434795171876,0.4081385310974662,0.6202830533014784
+9228,1.005516171875,0.152335380859375,1.1121859786566797,5.108433269285618,5.333839279987797,0.3935811404721474,0.3426216602266174,-0.0758058136061718,1.117062416096786
+9229,1.03217,0.144690703125,1.1813428464173807,4.597068284670554,5.611574441082454,0.3042286738018231,-0.0765130672473296,-0.3970226106192485,-1.0171846992920517
+9230,0.778176484375,0.126228623046875,0.3136296191745751,0.0744214122526608,4.670624221806221,0.648714593076026,3.381386670856829,0.6438577104359947,0.989165451914314
+9231,0.911302890625,0.0588085986328125,0.3715302626825236,4.771605728028128,5.026512343864055,0.5831629497861873,-0.1914968733311682,0.5691731274699944,-0.1104857132142951
+9232,0.693317890625,0.141990859375,0.3190982631131748,4.844155218656737,5.82792776799335,1.0026622807789538,-0.0579072305192113,0.4575612879191402,1.35735580781761
+9233,1.105927734375,0.089258271484375,1.3321678757606856,4.795731004132791,5.242358134256491,0.986211870113313,0.0048793525371672,0.6721446917672442,-1.088455073887885
+9234,0.949731875,0.11136775390625,-0.6506200130723273,4.345379860052258,5.3239693961478185,1.7475765140533197,-0.0839858840610312,-0.1458971220692984,0.2851767794647803
+9235,0.924771328125,0.13900115234375,1.8720013038916727,5.414074621432694,5.160443257497701,0.0716107703339249,-0.4082804412242145,-0.0153261012260546,-0.5308106658431138
+9236,0.786962421875,0.19028689453125,0.9003119740379633,4.760926451797733,5.4382200060267625,0.5495639491986413,0.1489247573732133,-0.1211866529464517,-0.2363283188171974
+9237,0.967711875,0.155455302734375,0.779267567017696,5.012341122291079,5.711758037918865,0.6451587584560381,-0.4027433490740673,0.4188391934722568,-1.5593451819226083
+9238,1.31720875,0.111955849609375,0.4569853071095501,4.483351877605649,5.429236397476334,0.6378437493688534,0.1332412295587205,-0.000876287220466,-0.050703696454338
+9239,1.59442796875,0.22781015625,5.936046853246183,1.6038979255618755,5.450580741319874,0.5676449420372975,0.3200584196705712,6.59899857258128,-0.8011872117743423
+9240,0.777901875,0.098927685546875,3.838164308115672,0.9512029256908884,4.869820912962972,0.00128983349249,0.2209651111273449,5.651901343130129,1.7600175692577664
+9241,1.08091125,0.1501612109375,1.1108949523635117,4.679374077639387,5.444446346573383,-0.0117999426007807,0.1319728993499593,-0.3725605460690893,-0.6954551470593823
+9242,1.48577953125,0.119871171875,-1.0590127495668729,5.548063012253206,5.54904304424938,0.94253616444577,-0.5131890579514714,0.3792033615095311,0.3403286911129106
+9243,1.045085859375,0.090720712890625,-0.9637820025892662,5.266209634087434,5.268230393630076,0.5401585088034448,-0.1337263730535011,-0.5790704741466774,-1.444615414829173
+9244,1.05738765625,0.11382935546875,0.5616388069288877,4.556767034417745,5.440146306989031,0.3630507166374264,0.3518623325119507,0.6151002664661028,-0.6650349249365032
+9245,0.97651796875,0.112874013671875,2.052689753242768,5.002754848101175,5.435139777219127,0.7197455185867888,-0.268513765196564,-0.9262023185640708,-0.0869357373417833
+9246,1.0518728125,0.1377025390625,0.1434772775454632,4.808069664671915,5.49830868416495,0.6311313869954547,3.3139415520773654,-1.1373650945351153,-0.9559379751684816
+9247,1.04883609375,0.18899908203125,1.0265273274640947,5.076659458134937,5.672471075316026,1.0580281432485743,-0.3645714613163595,-0.2000621335159765,-0.5654991933034751
+9248,0.9614159375,0.13963666015625,1.4767105938375504,4.744135314896529,5.629200681893094,0.6915527982963696,0.3115253377892051,0.2072909581943641,-0.138364974240597
+9249,0.80241828125,0.102417265625,5.529953299382985,2.2448846197453447,4.966074920255881,0.3169136316979834,-0.5654418066841672,5.976132754106535,1.754912747332021
+9250,0.875506015625,0.10559958984375,1.7501058351131649,5.61436547571963,5.52767168233086,1.234790129326394,-0.0006624906767161,-0.2595069949025821,1.4937045062324157
+9251,1.08058359375,0.110886474609375,0.6005935319621489,5.161632106926453,5.644356628185282,1.071387841898324,0.3311033098485058,0.8643330847163979,0.2239791813161772
+9252,1.7385253125,0.493124375,1.977547614981824,1.8282113580655048,4.725972834033282,4.924302550241288,1.3195682919684586,-0.0246502942556666,3.611445959807202
+9253,0.947492734375,0.116054541015625,1.137696287258886,4.3604743899462965,4.882329727680135,0.9747022438788832,0.3871868897136598,0.2919420294969811,0.8775857689236798
+9254,1.29858515625,0.094780986328125,1.701868787367962,4.544643286646807,5.757306938657688,1.3790579316673082,0.2761766630089287,0.1657700717892829,-0.6105519780971927
+9255,2.4966825,0.3732996875,4.663296326661844,1.852675399614488,5.5883686774566135,3.9425860474906576,-0.3976758900582393,-0.1026088718459992,5.039543408023814
+9256,1.2566978125,0.121434423828125,0.3613204123484617,4.441994738625461,4.571027453861001,1.7743015600927416,-0.0718590003938864,0.1797684705173806,1.0947038577975332
+9257,0.826915859375,0.083735556640625,-0.0521265362511554,5.241040564875781,5.228986424834056,0.6019691742372785,0.0435488637111398,0.0794594821781408,0.4527569179791198
+9258,0.80199796875,0.17581970703125,1.1587903325483215,3.954919298076704,5.458434477597329,1.26141349729028,3.138451548363447,0.1034287717378734,-0.2811442709172393
+9259,0.857449375,0.127225400390625,0.982315406961541,4.417602864951664,5.718978035379122,0.3565657776205433,-0.1337074469386747,0.2561788059333041,-0.5761781633133743
+9260,0.6310125,0.100208291015625,4.97803387470324,-1.827697769515976,5.063186778419958,0.4345091040473575,0.1927931416014106,5.639383742074567,0.2710411876349034
+9261,0.85964515625,0.130035673828125,1.0605981503988997,4.720894591664803,5.489199613439896,0.5587038125270793,-0.0009547674636898,-0.4830012960484381,-0.4295444670507539
+9262,0.85526234375,0.14956771484375,1.417547865997884,3.83984364662158,4.863454426826936,1.1826317351139373,2.8049630841635853,1.240999168615322,0.0139180610017481
+9263,0.77086265625,0.106258505859375,0.507336980098605,5.053313760312613,5.378652853346642,0.9068258713663956,-0.294390302823023,0.4582422449771561,0.6012209000271298
+9264,1.339365,0.30634244140625,5.625425106890416,2.6103701681137608,5.70218044970804,1.099000629953537,0.2678312182288992,5.684359461807681,-1.1078369223812992
+9265,0.96520921875,0.101281875,1.383470495924812,4.907620556185167,5.51553286048485,0.5831946165430242,-0.1277326525268912,-0.1089756071700741,-0.5217100974512823
+9266,1.36640703125,0.26756919921875,5.36227558965285,-1.4859932084233567,5.168747453278529,0.6124999523583476,0.0159581658052146,6.355944281513765,-1.8530900179705343
+9267,0.946114921875,0.145583056640625,1.3319311678478796,4.962632373050183,5.537661920202631,0.6194312968757192,-0.0339767148211674,-0.4554708229470631,0.262799381438615
+9268,1.001356796875,0.1430668359375,1.3631629290466212,5.082402595197686,5.623651494372616,1.2362532157463932,0.2078655888398945,-0.7513680265831415,0.0763545886995418
+9269,0.920573984375,0.133845703125,0.3974753952214398,4.803441799645955,5.736836276162771,0.5357320059510581,-0.4903443638180231,-0.9194168504199036,-0.1463271474282136
+9270,0.791983984375,0.091725283203125,4.837473091367622,-1.0496797564830436,5.198755333487576,0.3734416071007321,-0.3707873954161438,5.355869887704364,0.8049093671764571
+9271,0.61952640625,0.2036326953125,0.7199689921194337,5.3224676447493975,5.368171278912893,1.2373458452953272,0.3134209158156913,-0.0202402304843569,-0.9339712708458472
+9272,1.21929921875,0.11525759765625,2.1110891375487224,4.243840008729501,4.968018344651564,2.3395285789511,0.3639970431147893,-0.0224641730100623,-0.0271654492266698
+9273,0.565582421875,0.135680205078125,0.1329152702226389,4.689681733731224,5.303453859060831,0.7321931516932638,-0.216256920989457,0.1526627680565978,-1.2442136797951773
+9274,1.289619765625,0.346282734375,2.8498899733299017,1.5472762561324074,3.392400186874507,3.885562165808894,0.4200231652392325,0.7296151639521715,1.4865150933968083
+9275,0.728940390625,0.12274205078125,-0.1704696361907745,0.8156959225071878,4.531677877077875,0.3622085739176297,3.8183022022021498,-0.11207947554446,0.595154625543196
+9276,0.789201953125,0.17920666015625,0.5748017426314241,4.64875063973242,5.385512616370087,0.417916096541818,0.3939724541195969,0.7454908038099026,-0.1405356699205817
+9277,0.90988484375,0.101045439453125,3.7488784226271816,4.362862284977616,5.1901779407302895,0.7346349332757769,0.0468972648614133,-0.0156070304545123,-0.672678571145186
+9278,1.35735921875,0.334801875,4.938203820575736,0.1315900347992332,5.122979426166526,5.265844442606768,-0.406768388443294,-0.057413717877945,3.862433944332584
+9279,1.185827734375,0.127884306640625,-0.2118551275634158,4.916429862368635,5.3332297575884215,0.6636785843173189,-0.1122490305855851,-0.096773530725419,0.0011955964753983
+9280,1.2017140625,0.4887233203125,3.630464392364827,2.279990043452463,5.17198310938239,5.667874430732431,1.0766238125007463,1.2347263171209173,4.440146263483591
+9281,1.142445,0.3815658203125,3.032778751700808,-1.230121027979139,4.987264384993806,5.258336601840734,0.3962805710958003,0.6849682334649355,4.136335350336721
+9282,0.746534453125,0.127865107421875,1.957102095059541,4.164568451631441,5.094999791228242,0.36364021579391,-0.2724250246447793,0.0881975476360607,0.1739343894082871
+9283,0.92779890625,0.142361123046875,-0.43611967065385,4.721859547333499,5.608475435959753,0.8409985559876776,-0.4909446025771388,0.0873366065024053,0.5449363455126245
+9284,0.99593546875,0.1406814453125,1.517014197357122,4.60655699150797,5.221571671113654,0.8336584172960142,0.3548856038821737,-0.0456862141520551,-1.0970284384027404
+9285,0.9870203125,0.131235869140625,-0.6783727732790207,4.021317171285591,5.152751580970061,0.5925281459618079,-0.0466182509560002,0.4378818917083705,0.3536771886692646
+9286,0.730396484375,0.129677412109375,-0.2784382063570827,6.370911123165156,5.477063478025727,0.2021399707540626,0.0032700442508043,0.4391003269972264,-0.3630723460890466
+9287,0.7147809375,0.0702363037109375,4.948954113231104,1.8744220863868115,4.834424460692136,0.2323128831383556,0.2756744118081444,5.719786088193592,1.9042127408025995
+9288,0.993247265625,0.11378615234375,0.5753440081252865,4.385390439826723,5.315910661769011,0.5214957940342103,-0.5362714681852293,1.310120161217747,-1.1958289019236688
+9289,1.00007125,0.17591150390625,1.0515950354323989,5.228423131345325,5.577601107161872,0.8968910619174095,-0.0405519607997295,0.4563763399765954,0.9847740075136068
+9290,1.136490625,0.13079478515625,0.5980347881823918,3.720670440200231,4.599529523133267,0.7309115904066923,1.274937138304273,-0.3326827276535291,1.002254494642458
+9291,0.853063203125,0.148857802734375,-0.1718207906979211,5.37126601567937,5.43739276386332,0.456945147482375,0.3551126805302947,0.1437624604913125,0.9521547956984432
+9292,1.97116984375,0.2573350390625,2.5373733639724008,4.787912461879829,5.825654973654108,0.9295335614052984,-0.2451137778447931,0.0432137705487823,-0.4338834719496599
+9293,0.730951875,0.11943970703125,0.5529899746878401,4.455944112363665,5.342903573171486,1.4883967670122822,0.0525767161958118,0.255714650939721,0.6971209487011781
+9294,0.692275,0.122492412109375,-0.9733305286105932,5.334501807697324,5.673256831910974,0.5476592549593959,-0.0710867285619883,0.4667047394571098,-1.0666637686225218
+9295,1.011657109375,0.134038330078125,0.5037095348577387,4.375670124858569,4.994286545221386,0.8872999160323982,-0.2399917546502956,-0.2137462650165173,-0.9446415267049736
+9296,0.66248234375,0.1216756640625,4.222174676472252,0.9888267046660272,4.996285477348852,0.3303072860835773,-0.4631308870088796,5.533600951831954,0.0502770798232597
+9297,0.66526265625,0.151309208984375,0.3458903951930275,3.9632734357570327,5.384333554748025,1.0807495039249726,0.5012614178908992,0.024807255628142,1.220670275871301
+9298,1.04007546875,0.08630578125,-0.0171913923409602,4.732901813542454,5.775651461381072,1.662908373442506,0.3706615227089286,-0.1957204686726535,1.303332461556417
+9299,0.71031671875,0.108131416015625,4.9675728405585975,2.268601972592686,4.975325527662033,0.2445758942226563,0.3809107182549732,5.739527199543762,0.9896902787143332
+9300,1.250280859375,0.2016216796875,3.4908611367956497,-0.4241631754813814,5.294233883969299,1.5009549788267529,-0.1240571434056295,0.2506266517253497,4.326793515637494
+9301,0.927459609375,0.150919150390625,-0.5187397700392121,4.520937477278258,5.2055490558649895,0.3324299902900056,-0.5807718033874392,0.1613184364440585,-0.766291711978584
+9302,0.774055859375,0.13117826171875,4.99690202799543,1.624920000320413,5.168197634327785,0.3613650819530014,-0.2758477577648824,5.645411220413193,-0.0135120637586271
+9303,0.97788234375,0.1448179296875,-0.4594951986213035,4.825102458693199,5.014083871856777,0.7639900014978326,0.2764917253252515,0.0298064753143506,1.206108305385729
+9304,0.834454609375,0.108777724609375,3.003016704185752,5.429982179671968,5.5678577822442055,0.3264386990413507,-0.3537114228161237,-0.5311231217998974,1.317872605275607
+9305,0.674719921875,0.173583125,4.28673282146155,1.496269530428426,5.077969793683678,0.7575337125187509,-0.0885755645905328,5.326752881754203,1.3367887568890122
+9306,1.11729125,0.119136650390625,0.9289120383420372,4.690284014149675,5.65587367029424,0.773580565967048,-0.1662605918355069,-0.0104571338032096,-1.0376960378935185
+9307,0.90269140625,0.1231003125,1.0743440290427324,5.1384116178687576,5.482523985123501,0.8631386495845759,-0.2536331088044087,0.0167380713664777,-0.3418510718620053
+9308,0.884763203125,0.117163525390625,0.084374702012181,4.661439402547044,5.379311957632302,0.1036667597449116,0.0319048488512616,-0.5716570704319073,0.6173861250547643
+9309,1.18862296875,0.29106099609375,5.819828450945768,1.2795695046183937,5.189935133656856,2.7612930858010376,0.3367212095507524,5.055954489669094,2.0331099859051203
+9310,1.08780203125,0.1075961328125,1.4974714051856417,4.583693070316458,5.503116975645239,0.7113376394748063,0.2236976244980727,0.4779946363309361,-0.6136020488792848
+9311,0.873878359375,0.11052701171875,-0.1430913840264127,5.404997718644132,5.441877156043423,0.1884380778593772,-0.2404379218076916,0.3229094366805802,-0.1022138576804987
+9312,0.78753,0.09444853515625,1.886627366850237,5.605404446987961,5.551349919653703,0.8404501792128446,0.6714544225586992,-0.323782257969512,-1.2298219228798255
+9313,0.5900439453125,0.091062177734375,0.78236300074235,5.693048131664329,5.382673293960506,1.6555632427729006,0.3437563581151567,0.4472717486806141,-0.8949739043412301
+9314,0.75305421875,0.135017099609375,1.4317192273744308,4.617576504384541,5.709016436036123,0.9074943594075984,-0.1160275107601989,0.4321849415406611,-0.6554916211636804
+9315,0.739895234375,0.0983305859375,4.641628181675984,-0.2234225337509947,4.690137586908047,1.2009546348489215,0.5270818040333037,5.595285050456271,2.089990102063565
+9316,0.818434609375,0.11646439453125,0.1838673742090559,4.7078803086814816,5.619672434932936,0.1872471021138566,0.2416436307379461,-0.1597554493441052,-0.3848766493971678
+9317,0.6183401953125,0.08938189453125,-0.523026615720666,4.787571766037873,5.487499898057273,-0.0949219737882708,-0.0846047102547544,0.2453216315396804,0.9287449888845318
+9318,0.96117671875,0.11873337890625,0.3326873678201419,5.419691982100361,5.811201076179315,0.4138375792436897,0.3969315323258815,-0.055491780613743,1.3222156128775744
+9319,0.6733409375,0.13015927734375,-0.2237098734040128,6.437166991662791,5.662073040380776,0.6643907540019708,-0.477508289105481,0.4520223139977825,1.7595455549393098
+9320,0.748393984375,0.16033951171875,0.2224767778945653,0.8254583619589839,4.390679883409064,-0.1038711819541172,3.422059894825616,0.9671132478489404,0.4864888850627927
+9321,0.841332578125,0.148507939453125,-0.0012097073445917,-0.5036751957595779,4.224087991462178,0.0213018703602805,3.971166048300408,-0.4310597754206217,-0.5357268896109864
+9322,0.7955796875,0.0845546875,0.5527779946210799,4.873299312761476,5.006190940768222,0.4659607089305135,-0.1116588772817335,0.3736434501010309,-0.8660494338925981
+9323,0.832299453125,0.092734052734375,4.996332975057196,1.7245378552413555,4.502730077428054,0.29718332874705,0.2280829847517174,5.241911569430811,1.037744259409496
+9324,1.036517109375,0.10654234375,1.1076668836918344,4.769033446012941,5.51280255235327,0.985533385256412,-0.3305471935369758,0.3682266865521731,-0.0440486146548908
+9325,1.67403921875,0.18057849609375,5.179943208205373,2.2119988991625124,5.548354432224338,0.9263859126941956,-0.0185000577322027,6.279559403371278,1.086613992287946
+9326,0.909744765625,0.106837001953125,-1.5875165681102137,5.321087454062909,5.484305037846238,1.3007409125254072,-0.066559707577466,0.4302667175814697,0.29057006287676
+9327,0.840708828125,0.1557025390625,0.9330024418223936,4.776596753416257,5.510333196711906,0.8623016308786065,0.1302205726421463,0.8693291789971426,-1.56858437427303
+9328,1.4339165625,0.6253016015625,2.548631438584948,1.757981748682671,4.610583506445117,5.3059249546088685,-0.6114523721058228,0.4666149054267923,4.31299980845367
+9329,0.655655390625,0.11714431640625,3.248584189513045,0.8300607167063389,4.741351570135692,0.2598511643327966,0.325817991295359,5.819831177079797,1.4113814173008372
+9330,0.810632421875,0.09685013671875,0.4192232486012066,5.186852243799201,5.476501891390458,0.5051628295433745,-0.0832690225009667,0.1171650477021188,-1.106619382178574
+9331,1.63940671875,0.20503568359375,1.2647332693117987,4.938786830472751,5.542871808976957,0.9243238919930272,0.3214085072583973,-0.3596576911000217,-0.0956787571181828
+9332,1.04157703125,0.134603623046875,1.391147482542357,-0.9066215738113728,4.565660129371148,0.2983571794361112,3.570864244944193,0.5284002958843197,0.4111434866211383
+9333,1.030281484375,0.1621794140625,4.19906412547952,0.9868704858939956,5.055953241018193,1.21956655484113,0.5751935139833683,5.585725623847046,-0.5684064756609193
+9334,1.77095046875,0.16829384765625,4.705109068248372,1.9494930887296844,5.557279063946244,0.6921010846284261,0.4043537349733986,6.503397872674841,2.062747333974234
+9335,1.03077015625,0.13745830078125,2.164977431178654,4.88630756741396,5.338983459324539,0.4357756241832338,-0.1077163701154839,-0.0271524265506639,-0.1008545430577263
+9336,1.4108190625,0.22529091796875,5.197398148884155,0.6977185935522626,5.539323744992954,0.8435286463681991,0.1442261575953119,6.313204083356322,2.4180319994371806
+9337,0.719355,0.091351416015625,0.6758457976224278,5.255002623325831,5.157033935728284,0.6877839382801624,0.1512267781415158,-0.6451180402758745,-1.1749446411212696
+9338,0.8889728125,0.106277109375,-1.2878803844215467,4.712187970074388,5.22120554408952,0.5219563546513072,0.1491357643460643,0.3043480594285702,1.0707120738595108
+9339,1.147092421875,0.616125,3.687063705241148,2.664913332809862,4.841663736447869,5.191574454889955,0.5679626106921949,-0.2646269730370312,3.936936000774476
+9340,0.675570546875,0.142655771484375,1.5487534007813328,4.994231511355993,5.749593039102423,1.672492276627668,0.5613623317634598,-0.0733266507858872,0.0653295295520354
+9341,1.291388125,0.10875671875,0.9261702235591548,5.250640359592017,5.4187958988070735,0.7409121128608008,-0.0401311880162778,-0.1438087887507543,0.4208203615492391
+9342,0.914656484375,0.151311015625,-0.6161462398842616,4.783568878247049,5.652151031649219,0.4337347873570594,-0.3470812883062166,-0.2631747599890913,1.4488976906857074
+9343,0.71362609375,0.21044396484375,5.384077553928771,1.6097997428009605,5.13772424621715,1.2285977158660342,0.0945699769926794,5.942783167132008,-0.7414242571075128
+9344,0.76311703125,0.095039033203125,4.286530246014143,2.065661947864877,5.02089403131761,0.2585587078273326,0.4248777137025618,5.266274346897718,1.5009917515509938
+9345,0.9953090625,0.083349091796875,1.1002076407683918,4.463816943015987,4.922841962055454,0.2759091814165866,-0.2469127696520242,0.1619999520626875,0.2973483521818748
+9346,0.954166328125,0.140833857421875,-0.1015585535734114,4.801502742561925,5.405306596779873,0.5593726267205585,-0.1436028532355968,0.0945657296772016,0.8642204886748367
+9347,0.74405390625,0.1151591796875,1.5697773247397824,4.799754017415578,5.35384601094964,0.8234687478109985,0.4487291477945355,0.0394453561133512,-0.7945217090299356
+9348,1.049406640625,0.21406486328125,4.712823106420786,1.592882945417294,5.406639920684355,1.37153159388725,0.3960497666403496,5.78245509443365,1.9005611487297365
+9349,0.6634778125,0.0861749609375,0.5209191577420431,4.1944463760312924,5.043087545793968,0.657423712411974,-0.2123570031187239,-0.3057287592727096,0.2232109098934421
+9350,0.72958375,0.14129173828125,1.3539137064413411,4.149956771205422,5.567215942560461,0.2184817959692843,-0.0903113340594767,-0.2871927725228351,0.3711152308219759
+9351,0.811046015625,0.126724306640625,4.9631345638296445,-1.8804314475821324,5.108913541449972,1.0526095869535683,0.2294424151438466,5.588749412078917,1.84239284577282
+9352,1.01659609375,0.09553771484375,-0.8919852364745949,5.0365564887481975,5.398686830584286,0.866473715588685,-0.6478171179492239,0.2141740793787881,0.0059623480131302
+9353,1.106382265625,0.116178759765625,0.1703329917857706,5.434934079833774,5.623944557253247,0.2348382883180761,-0.6591215971165508,-0.5571561875805536,0.1048886132896003
+9354,0.933541015625,0.083710947265625,1.585257100012602,7.907395053947812,5.147229993724186,0.4728430814986032,0.4977863241636351,-0.3722490085348551,3.1188934917474667
+9355,0.7169453125,0.1157202734375,1.1155744547150586,5.170569004891254,5.497340046577952,-0.0053534706705567,-0.3273045083082423,-0.2417385268442626,1.0524051883674863
+9356,0.9123578125,0.126802919921875,3.929569053733822,1.8317465694960375,4.543296050101854,0.918395854198499,0.3200820028074836,6.043876332547813,2.415006490288344
+9357,0.4068667578125,0.13967328125,1.5977282911834232,0.4821260454217001,3.143888970354099,2.176238510357261,3.5153436678739904,-0.1667394186392144,1.3960413809301049
+9358,1.008181015625,0.148514541015625,0.2600505989205648,0.3817430130481295,4.928396572482599,0.4616056340945629,4.257939212444472,0.0956149445323804,-0.0943407348487856
+9359,0.831540546875,0.134107939453125,1.2215469784497353,4.597261333711108,5.497605364014039,1.1074337758877044,0.1357979751677571,0.500625523463237,1.7432525068526812
+9360,1.6566171875,0.22151994140625,4.441534724189502,7.827283413441798,6.338524102754933,2.3395500473828195,0.3648263233631698,1.1900717901673583,3.184406830764172
+9361,0.85915359375,0.064007861328125,0.6768682199643349,4.848719551591837,4.848800657449938,0.4214788330881884,0.2046479644268915,0.3252864950900799,0.104084797014235
+9362,1.070077734375,0.14354390625,1.24886923010224,4.8839259187925546,5.440355320154674,0.6852599284009656,-0.3550184452929341,0.1291189937406213,0.7163585869244353
+9363,0.961115625,0.1661052734375,-0.0781549014465989,4.064673316555856,5.272683833209864,0.5965545114979216,3.77598795830418,0.178799691408231,-0.3386762891716263
+9364,1.25959046875,0.1019323828125,-1.0152762480352853,4.434966821574827,5.694978474615197,0.7663902104092384,-0.3626914707716108,-0.1505938692583702,1.049611790355351
+9365,0.66492640625,0.17792544921875,1.6147785193223585,7.322135609694618,5.6786469780232975,0.5217042616501301,0.2048939006227921,-0.3435598690994879,2.4841432879852485
+9366,0.85426390625,0.1555687109375,0.9095784179035954,4.151923826650777,4.943270667238257,0.9721521926704632,0.160120404042878,0.2325498534810574,-0.223730591528349
+9367,0.876000625,0.11637138671875,0.1454071654324152,5.098195919091961,5.392528975460701,0.7628853685291895,-0.2213444108066544,0.1918464353030209,-0.2127007875073145
+9368,1.0133953125,0.17800166015625,0.6087280476896362,4.451230856653522,5.465511876344944,1.8397999404548584,3.061761199220118,-0.6040636151553939,0.2105793494093014
+9369,1.1796103125,0.0814083642578125,-0.3070859488143267,5.475360019210819,5.555919606173073,1.3805245960410182,-0.5367025101990457,-0.7274168253913116,-0.3196333410038838
+9370,0.70707625,0.16093720703125,0.4830146255189407,4.051396186111372,5.123159507302119,0.4043958404585869,-0.1520361622671095,-0.3777273139541618,0.4734617414956696
+9371,1.02005296875,0.101874775390625,0.7279132174152584,4.19869947041324,4.9287835489104665,1.0166261050187952,-0.1319219820491988,0.3663119847806098,0.865360311177904
+9372,0.865803125,0.14361591796875,1.3694047323561145,4.591113306818318,4.636889581768498,0.7580605247013315,-0.0735102450414135,-0.0215972516609623,1.6618396237507955
+9373,1.1126121875,0.1451371875,0.8277785969989679,4.75909111235211,5.5879656443088175,0.92432803430409,-0.2359421134312606,0.1694757913047312,-0.212610211623384
+9374,0.77366234375,0.094628564453125,4.287480479149308,-0.8378470185146109,5.015662748863881,-0.1061222368729201,0.061409174248612,5.698224548347199,-0.6282439826553042
+9375,0.8691684375,0.144852734375,5.311570264441037,1.9296774513516497,4.932921884329543,0.4509158082591591,-0.3464826946890691,5.354891724458053,-0.3829874467234825
+9376,0.91924734375,0.15641486328125,-0.3619786071844335,5.4857083999433085,5.216137545198212,0.8744329950338823,-0.4274800189229565,0.6503322143210428,-1.7962875070074025
+9377,1.237144921875,0.538468671875,2.712060324385003,1.0039827038888596,4.6922738161570186,4.967933570736719,0.1856890354461782,0.3452326313201905,3.334903396522566
+9378,0.85114546875,0.130667568359375,0.4697646487051907,4.863834624741847,5.733195839725861,0.7668599348566064,-0.1908876073678106,-0.2223848418242971,1.3760452646585908
+9379,1.76873296875,0.3300141015625,6.673628434700114,-1.6758949509455965,5.304159062526571,2.117438528666516,0.1456402040779351,5.836936621672191,1.7601490925059706
+9380,0.796005234375,0.131284462890625,4.5745445749319655,-0.0462861396786862,5.068206384520087,0.9480890487569468,0.1427886657084742,5.655585654694159,1.3944500010545384
+9381,0.7570246875,0.138631494140625,0.7738969841163486,4.876005662437273,5.61604599382137,1.670620931322777,0.4171120145804209,-0.6923986239059194,1.137929217399098
+9382,0.968901953125,0.128351181640625,0.6083098711169239,4.353388215352026,4.871377811013351,0.2036845607200048,-0.0708524849453865,-0.0726589351952386,-0.2542043937462009
+9383,1.017543046875,0.350379765625,4.345215750550007,1.4974318867782797,4.409194295664669,5.1284318494589405,0.4736013467420594,-1.0409862266926857,4.020793969021875
+9384,0.989252890625,0.19273802734375,1.2261970090506582,4.993353470312869,5.506423561598543,0.5712035693584929,-0.5417061268920476,0.3296040902619751,-1.0356566795342488
+9385,0.6064821875,0.145332216796875,-0.1091483111697713,-0.1210235318809118,4.069774810838853,-0.0909230356163487,3.9665800775087225,-0.5252159389596109,2.147111384745363
+9386,1.97929296875,0.19510244140625,-1.9500766594410988,8.118333968999595,6.034203680612538,0.9122461666989158,-0.6114308789094323,-0.8776286445544862,3.2925674199735115
+9387,0.75138265625,0.097761689453125,4.119135103753329,0.2309007014072556,4.864941260159922,-0.0705493881702779,0.1039815782224008,5.516506910900588,1.3147033282449792
+9388,0.858156015625,0.098030537109375,-0.246324047466096,5.359829476008124,5.673101501927353,0.5231075175417814,0.3460943120706176,0.5673724407941286,1.3695025740123368
+9389,1.073666171875,0.106803388671875,-0.4677072014669079,4.838663993771134,5.533080331798771,0.8368097248472868,0.14127274720201,0.3857342356219738,-0.2563953174530052
+9390,1.385471875,0.411000703125,2.924711788651426,1.3221135765540255,4.914269402781752,5.123817850484504,0.8791871619225535,0.8879656596078707,1.968132808364045
+9391,0.76011234375,0.0747934619140625,1.7187307164092922,5.33279212599723,5.103543463327834,0.5012370122899024,0.2183850440035424,-0.246388418971764,0.0498071777732308
+9392,0.743327890625,0.12199373046875,4.127793637856732,1.880862648988738,4.991270637055727,0.3585287174056943,0.5394099413660809,5.334823254980226,1.4909439339060702
+9393,0.745724375,0.105756826171875,5.80027544899497,-0.96869739003341,5.09113406873181,0.2100228062634394,0.0857575002854904,5.481758392169986,1.3287623030282143
+9394,0.76583046875,0.098071943359375,0.5528756813742923,5.009836447776487,5.275399294952656,0.2190483094027946,-0.1475603139010111,-0.2809760816014989,0.5380418143398873
+9395,0.853170234375,0.0817936279296875,0.5945333707542637,5.287176298727392,4.990128457709726,1.0449112498421258,-0.0601887761750857,0.183750970045419,0.1790353247061485
+9396,0.900488203125,0.078296845703125,0.1048274896121186,5.061040006765623,5.417543803507358,-0.303139230736311,0.0881033109393762,-0.0672181909380323,0.4006611793010219
+9397,0.811345859375,0.1705262109375,1.1095107619925455,4.076892375203637,5.266749002523294,0.711142712038785,-0.0806803240648367,0.2956217993335591,0.1739581520508324
+9398,1.13569265625,0.13992111328125,1.7328047939129143,4.474317780930265,5.2792922192785054,1.1296739125044803,-0.3606328760242808,-0.0255550772543928,0.963866160904281
+9399,0.94349671875,0.131527509765625,-0.0363843917669576,4.126549542247373,5.501912482900966,0.7648407800988283,0.1431074245815031,-0.1571426411336404,-0.3544687758507321
+9400,0.782829453125,0.127659267578125,1.0860362414986324,4.552045357600415,5.337473006686477,0.3310547685398628,3.147612722422645,-0.1783226093565091,-0.2573366067230551
+9401,1.02985515625,0.147741015625,6.385942864831414,2.090482065722528,5.406149582814471,0.7384869024076991,0.6912717056467728,6.273133855798316,2.811664979561689
+9402,1.0532896875,0.10191978515625,0.8921638199924065,4.377495254419512,5.500629201551923,0.2129936030165365,-0.2372938584194766,1.3133839553617146,-1.0708574570466567
+9403,0.954581875,0.084108818359375,5.288573031385758,1.783609076081076,5.101272544009578,0.4047101911384331,-0.2639345164119579,5.479716569763886,-1.0190556291079265
+9404,0.792092890625,0.15207734375,2.485295385713304,4.625559478118136,5.547487938864203,0.8162402883002396,0.200540726329263,0.2720690008711132,-1.1862346017034795
+9405,0.968576484375,0.098916279296875,0.7527024592597485,5.019152163936629,5.246594153084131,0.5880854348142907,0.4691661202505859,0.1193999152029054,-0.6711163204141538
+9406,0.590188359375,0.162660107421875,4.963571017955166,-1.0329410648858104,5.205560793366202,0.7531066525358467,-0.3726112187547996,4.988332677999534,0.8420463533380484
+9407,1.240245390625,0.538537421875,4.26383396924639,1.4346131561233624,5.739407663923811,4.307187468968871,0.2517239948020996,1.0516456652554145,5.506175744390963
+9408,0.84714828125,0.085554453125,5.934295218066072,0.6025196830507182,5.201902415995267,0.0449523792544821,-0.4684569238261333,5.384918146591472,1.0224358822307842
+9409,0.90562171875,0.1853216796875,0.1532788213343444,4.832152267070413,4.778587802078586,0.5073435847032756,3.255192501217264,0.5733695824402182,-0.1667841037636258
+9410,1.00554125,0.17037439453125,0.9389928804107924,4.863193293129573,5.427195157706869,0.920496762492681,0.0616875388284192,0.3500868259607841,-0.3275136119266408
+9411,0.87282,0.132181015625,-0.3160226205658209,4.491044611057498,5.382221768338541,-0.1794197811790686,-0.3478388407274092,-0.3021579635078826,-0.1565264031707297
+9412,0.79990015625,0.11476552734375,1.4090819270815975,4.904948077424146,5.712419438186099,0.83359795856987,-0.1203910835895648,-0.0706438335796704,0.8346562835010602
+9413,0.9030475,0.125528916015625,4.184205247399765,0.7842133712286065,5.2669168429901845,0.6688742044259276,0.3732973215727905,5.807689069709408,1.5078728132802095
+9414,1.330415625,0.5392960546875,2.830069257466424,1.006783015815241,4.901667184593946,5.10831696337666,0.1570592495206306,-1.1200066971339997,3.987757362677728
+9415,1.64267859375,0.20753947265625,-2.985623651079388,7.873865719591393,5.986867836132758,0.8354430909533888,0.4663843252212681,0.7614657523476742,3.276697108407304
+9416,0.97135234375,0.109416826171875,1.7339155934962822,4.979250449437365,5.6519865912147695,0.2913843089281083,-0.1953836107081779,-0.3730769231609658,0.3928810835027539
+9417,0.7863340625,0.077244267578125,4.485168780392394,1.5933762834981535,4.716391281176324,-0.2807378099979994,-0.1673840666686081,5.872152634199794,1.5153257297668412
+9418,1.12349078125,0.13193798828125,1.465141521704387,4.608132927393191,5.721990172624565,0.5505624998384782,0.1333231836828808,-0.0245377252878754,-0.1056974623744829
+9419,1.60596125,0.1943578125,3.5193129437387305,4.707190673148078,5.142676180916981,1.4562834115587686,0.0567424576084272,0.602923918457333,0.5935866976995584
+9420,0.858113125,0.094155087890625,-1.236230681323519,5.387469695090781,5.306490671718404,0.7004756327864499,0.0322609554776566,0.0706534186701232,-0.691562914204407
+9421,1.1689053125,0.40798671875,5.140785182310239,-0.681817776024353,5.171374354345902,5.344050671091795,-0.6755506900037362,-0.9807925398924832,4.3153543066750615
+9422,0.9389540625,0.13519052734375,5.032214791524528,0.6767300865742135,5.387550437988596,1.512735646897705,0.1252904050083413,5.261232252374293,2.0639243846922843
+9423,0.791700703125,0.079894912109375,3.3926990469123526,1.7864284084200504,4.730156227856066,0.4415518720527431,0.2228136329242979,5.387295396655361,-0.4415231335931652
+9424,0.781043125,0.0589352197265625,4.304719653427995,-0.0023935094437198,4.77563867541029,-0.0426297136370561,0.4443327544450797,5.671757590940078,2.096722469041384
+9425,0.774959609375,0.17156138671875,1.0022261163681274,4.874415397684931,5.661459878006254,0.938208291649418,0.2483329004400257,0.4840582791033715,-1.5620711870377126
+9426,0.84194515625,0.1279569140625,1.541589033790627,5.225869537851029,5.399295879682226,0.4710956390386721,-0.1915510121725571,-0.6010489518625702,0.3243546763173204
+9427,1.53312,0.559344453125,2.739835020149496,1.772596707759021,4.702857042294426,5.398011094173175,0.0858367630311684,-0.7776106263406194,3.6431860571686783
+9428,0.77551265625,0.146203564453125,-0.0703918364714153,0.418538805808109,4.590404743136623,0.7309662267039573,3.926504080122506,0.5348338045360221,0.7300346757208035
+9429,0.743790625,0.0805160107421875,4.422671484902443,0.5848047710984081,5.132725755583135,0.1489280945122227,0.3171586152276747,5.715650803772138,2.25609434414553
+9430,0.807800546875,0.088705576171875,5.010102366314229,2.177199688006342,4.918322898739573,-0.0913030800136988,-0.2241077640858459,5.843997133573281,2.300789928406833
+9431,0.95077453125,0.146635625,-0.5703834298838657,5.026807012888446,5.834847434358174,0.1755594673229711,-0.1839442670442842,0.3898184043354712,-0.2569724070475925
+9432,0.8127140625,0.080220166015625,0.3985928785797256,4.227643073403126,4.932638155058082,0.4656341138805086,-0.3115555422837948,-0.3818713721762393,0.4276448875686305
+9433,0.873721015625,0.15253220703125,0.699237448638314,3.971403036900429,5.186804526057105,1.177478282615923,0.4775216916112829,-0.478629220941893,-0.1957380863889557
+9434,1.058068203125,0.121672666015625,0.6048799282049612,4.829057604547523,5.617257657583266,0.8134945299380855,-0.0990299440084257,-0.2646445898266679,1.225261620812048
+9435,0.908363984375,0.15279625,1.3237517535102483,4.007883264541595,5.162228502088442,0.423662609117772,-0.1791288669385199,-0.2817351676650717,-0.6449979322420472
+9436,0.9541328125,0.087103310546875,1.0859735853081007,4.74277680260962,5.211711219037273,0.3096834527527785,-0.0886833661842704,0.2830226251226624,-0.4351421195883644
+9437,0.869961875,0.1832675390625,0.5742126295957402,4.3013831806718725,5.355187413081924,1.2913718831414236,3.649894611469033,-1.0209772579934815,-0.875638270849879
+9438,0.739619375,0.14805486328125,0.0014337795255901,0.9750875137231918,4.864648947640804,0.3438957528852313,3.2431544691516176,-0.4082188938712008,-1.216446817162104
+9439,1.089152890625,0.4581362890625,3.96298966194024,1.3558354522743288,4.877365339153545,5.4925745644986135,0.6686184056011906,0.4752221819856458,3.140181803728073
+9440,0.7806890625,0.14734435546875,-0.2857810318644708,4.0720166046465245,5.689584363451921,0.6524171348782996,-0.5392881428588019,0.4594030184605959,-0.3075450598661212
+9441,0.6292897265625,0.090308447265625,4.016074379283692,0.4531713288630339,4.61542426584402,-0.3063012422578643,0.1573952690425657,5.621665169902201,1.989392085611826
+9442,1.09180125,0.12915232421875,1.0586909290474291,4.561844419810748,5.574826270988504,0.8324985077154228,0.0869512336908327,0.6280940786647425,-0.6867098405349887
+9443,0.6494180078125,0.100802998046875,3.7177616349785576,1.8334359361190804,4.870095273464136,0.839377235813034,-0.2997091465989467,5.317813499016874,1.2187932837800663
+9444,0.856775625,0.10453681640625,4.1000291683973,1.081438766342269,4.90904498953925,1.005648283296374,0.5064210052800863,5.883301957323811,-1.8224472073622116
+9445,0.761043125,0.10230083984375,1.2872877509142355,4.979875669324357,5.133987804815599,0.5094770612932614,0.178766027404279,0.2990108254375302,-0.5688152061733502
+9446,0.975402109375,0.08173001953125,3.882920098609849,1.373086058192891,4.875963936748225,0.8421841899502129,0.1750548673289853,5.695975609769283,-0.4222854372278976
+9447,1.087789765625,0.137153447265625,0.3008926060131971,4.400575589507677,5.314831225811207,0.0497000360174377,-0.1450287816841207,0.1801710037511026,0.4287376444297911
+9448,1.13023546875,0.090336044921875,0.1532891338787776,5.406116708794979,5.341529591070773,0.7714847144167357,-0.2331999793619821,0.1343255273304079,-1.302502034985725
+9449,0.945943828125,0.127385625,2.7256939629962798,4.029275637448202,5.535047281442594,0.3321082748769843,-0.1231426896703825,-0.3330513968169701,0.6768102320564565
+9450,0.99795953125,0.15076671875,0.7570290798422264,4.874689158443312,5.864421066710286,0.3256180894351985,0.0533776468914343,-0.5799177142804557,-0.2859303595278841
+9451,0.6985375,0.1654103515625,2.1714951550126345,4.8239269733791605,5.820220612209315,0.6405530841390175,-0.112976116505818,-0.3243013893563233,0.4060471400018067
+9452,0.76331765625,0.1754422265625,1.5484791255622714,4.160524130191939,5.037774914018255,0.780929485249023,1.4257750990422744,-0.9408376579798758,0.0652454535341404
+9453,1.06876828125,0.101167861328125,0.0200911929319355,5.002168159016903,5.357821253147476,0.3549436424068332,0.0375115286815421,0.0900081337674893,-0.6059623411717114
+9454,0.720604453125,0.095322880859375,5.505306434263811,1.517873657192433,4.953499145621694,0.3914757118369172,-0.4189353521288099,5.829155978789228,-1.2333433238172944
+9455,0.79152578125,0.126871337890625,1.683278344954359,5.0870160066419015,5.621680608246926,0.7266798401486093,0.0173595490044696,0.1134043202213099,0.0709102967028795
+9456,0.793971796875,0.097837294921875,4.788303365601351,1.6561811597827292,5.03849744673652,-0.1116275953846041,0.341495285283435,5.564646746342916,0.8857690944837413
+9457,0.801118203125,0.1808893359375,4.507001155380099,1.5254023408120017,5.5514489861227005,0.3298871183424994,0.0323194066554962,6.018358656449113,1.7843183012154078
+9458,0.86228234375,0.115238408203125,-1.2409987846790034,5.001835287732863,5.727787195226743,0.8314311069609697,0.1006718102606411,0.4010205095036073,-1.3589402982722238
+9459,0.837613671875,0.1094204296875,4.852840168850398,-1.1793708971464816,4.742017934004215,0.1944999137027721,0.2458835973666673,5.983932876663611,-0.5470822931553339
+9460,1.258913828125,0.0954705078125,1.564630974283639,4.7376408863491335,5.309897668012608,1.112808486849068,0.0066169400216619,0.1909124606138095,-0.5577999283554702
+9461,0.49091390625,0.5768987890625,2.4571387280389105,0.5533540385144098,4.793315149843071,4.79233673767888,-0.2903346947364476,0.1526846173471185,3.1393060055880326
+9462,1.05168296875,0.18561212890625,1.2726701211131557,4.464065844637245,5.440609275199256,0.7632888506135044,0.3655046253718368,0.7089780648378976,0.8253781248174153
+9463,0.851263046875,0.17544283203125,2.8761967932087007,4.629291690401916,5.901061779047193,0.6032990621845665,0.2752898806265973,-0.1301584107476343,1.1887848774079477
+9464,1.3928390625,0.18305208984375,3.583216628958663,0.4127929150416996,4.017066352668407,3.7807581032691817,0.3900274262068191,-0.9151723556911278,2.637569186802736
+9465,1.052104765625,0.138798916015625,0.0288702570191421,6.018195816310755,5.627976692589614,0.7125744297257027,0.8859777375306052,-0.7662485315948326,0.6487218565876565
+9466,0.95457015625,0.143340478515625,1.9050516218596345,4.083052465864065,5.235956842396322,0.5137729074435378,0.0611441851296424,0.0270664960827715,-0.0263342361137177
+9467,0.8081759375,0.136474140625,0.6476013090748897,0.806579261042922,4.2729780913871815,0.4997187986140567,4.234794877812045,1.499701103349871,0.4997112805223929
+9468,0.93190375,0.161811552734375,1.0633832612228649,4.427616066474354,5.027236185871554,0.4073960241260449,2.7571147854632816,-0.4878974440568953,1.043042551279214
+9469,1.200381171875,0.10324240234375,0.3057463950050041,4.942657819449506,5.32452831128951,0.9779020331955468,0.1679078104419488,-0.1486621787641325,-0.7849721243761174
+9470,0.923114296875,0.2084801171875,0.7229866494808912,-0.138762209570305,4.672611197055035,0.5274177888222187,3.8299463208990585,-0.3077009944584149,0.3244715027186032
+9471,1.254015859375,0.14191044921875,5.751741600067413,3.032674575503865,4.860656152441272,1.2850335378202815,-0.9190232601275166,5.047630198551424,1.7511436708073715
+9472,3.054776875,0.3554409765625,6.193990493894141,2.0510078773692206,5.819554451882773,1.3468009579488245,0.6104410197600248,7.203696177790159,1.4075992675576774
+9473,1.1644809375,0.119198466796875,0.6772196314938836,5.142987394755086,5.457835782008553,0.1912466867711783,0.1122456255918044,0.3879306755872767,-0.4115727518355008
+9474,1.30233359375,0.4247302734375,3.759529643049436,1.422284321052587,5.033684916546078,5.168347620915522,-0.0469121403565916,0.7333169839135866,3.2031984343745243
+9475,0.876637734375,0.17239791015625,0.3154960538573473,4.426437999800573,5.387048237584684,0.8440359874559942,0.0337705577466454,0.4685573521749541,0.3343603280294785
+9476,0.9198578125,0.0799039111328125,5.924432795370297,-1.802336018394904,4.68033990714146,-0.6064875208896545,-0.2129772210079933,5.260190193607908,0.3941778264129585
+9477,0.8988575,0.13125806640625,-0.2591579489237701,0.9588176898129496,4.599685922296709,0.2841881939418797,3.2863597818898107,-0.4275285866731831,-0.7392864318450103
+9478,2.18096796875,0.3966791015625,5.28998691665561,4.2786707290168176,6.074895377251644,4.332940889902644,-0.8302712659022013,-1.0135411063984396,4.8643221707462585
+9479,0.400127578125,0.14872818359375,0.9677840833299644,4.26692767719311,5.477128834594194,0.6146312068766939,0.1709535401848989,0.1606944260532501,-1.077191953930587
+9480,0.916246171875,0.0953198828125,1.2022576252314143,5.18216647151576,5.366735721949575,0.9365106421734372,-0.0970431393457475,-0.0644929104551809,-0.9219997003295822
+9481,1.040274296875,0.131696748046875,-0.0148281749134975,4.561518012458572,4.942002191887501,0.2440604459623909,0.9532641142012058,0.2184747121270725,-0.3044470515219039
+9482,1.592583125,0.27270376953125,2.3849407034146664,0.7086653659635123,3.5922303709071794,4.337457714079821,0.6022673278783275,0.0220586281395176,1.6953061222218448
+9483,0.7594878125,0.18857001953125,2.324430901429732,0.0574904443195,4.1859829327014975,2.373663172401883,0.410404490321661,0.1509348090066209,3.518376088234964
+9484,0.7759890625,0.130443125,-0.749054092735669,4.43459190155734,4.943241579712709,0.8498762122520966,-0.0113787925439332,-0.2012989998576483,-0.9236837451562324
+9485,0.83644328125,0.118036064453125,1.3858131380111405,3.9793388579630937,4.768214474004667,0.636729916089958,1.471959809425473,-0.7201496881424291,0.3701662307124905
+9486,1.4933353125,0.56353953125,3.05386487738164,1.82644095304144,4.814784842259892,5.524545730382596,0.0450470270609283,-0.7693593719074807,4.053333570131124
+9487,1.07620375,0.080759052734375,1.6005026585688962,4.789552374778495,5.0289541413397245,0.8600003843927682,-0.1534351581237019,0.2319864135501352,0.8832162158810466
+9488,1.59195328125,0.154489736328125,5.030583361959023,2.234169504792779,5.488801027632455,0.5595301406455088,-0.0112698962584702,6.105459032515619,2.6941168484310247
+9489,0.92501125,0.157026953125,1.5515952633428518,4.888716419290876,5.7902101094552565,0.3099344193806987,2.7661088905525504,-0.3239638285618489,-1.413344501760927
+9490,0.949585234375,0.097367421875,1.9066638312670807,6.133273011804005,4.926290272321909,-0.1862336512636911,-0.1395993771019854,-1.0862473372019004,0.9061513946223448
+9491,0.78594,0.13389970703125,2.3522106097249007,4.643791456891011,5.4729783394404405,0.7167893721363132,-0.2951346263873513,0.3170513998563952,-1.5278670732403294
+9492,0.9327109375,0.14037958984375,1.0936905593220871,4.935017857306218,5.803655950214044,0.8483699486147261,0.0938320348759252,0.0139327391784342,-0.4836736701455689
+9493,0.706856484375,0.13041671875,-0.4873061607458165,4.665504806186356,5.1367552732673305,0.6114221065165796,0.1531434205060523,-0.2408025988188206,0.0316764309256333
+9494,0.74503953125,0.09197552734375,2.858853502866296,1.2623528674364384,4.938674218893972,0.7586953855319294,-0.5357490871422811,5.516553879814072,0.5839322677419196
+9495,0.636124609375,0.145927509765625,-0.511960224972559,4.585112125045574,5.506757248853929,0.2398115617419323,-0.0737381960542734,0.4150233417607663,-0.9883059502707564
+9496,0.858879765625,0.108046796875,0.3227810126067907,4.48994939198328,5.169006365189281,0.2672093452039763,0.3032361069561973,-0.0605126281848776,-0.7132116923434602
+9497,1.119177890625,0.142484130859375,1.5997247665460863,4.46577786196826,5.476614666042512,0.3538949630820782,0.8193171653026445,-0.0094671605968572,-0.0507963879936262
+9498,1.58541265625,0.561627890625,3.097196368735456,-0.6103296037070963,5.0257620831771375,5.005010344990453,0.1754794844513879,1.0185032773494314,3.1409846321104347
+9499,0.90647171875,0.13872931640625,1.2495083278431562,0.0637385518275503,4.334845608704351,0.7571134069914237,4.253708660282485,0.2806086582241022,0.4684348500508677
+9500,0.779196171875,0.109067568359375,-0.9881874968333766,5.485724130054942,5.417631232613051,0.806733572271548,-0.111546846867809,-0.22550414370447,0.9014852583274382
+9501,0.969329921875,0.377578671875,2.923311397989796,1.9148566187696352,4.829817719289775,5.042594081088287,0.736076586855301,0.2774886820560874,4.1279308322478325
+9502,1.4411509375,0.128059541015625,-0.6099487580723413,4.892537626646087,5.543329603722022,0.8154558234500988,0.2011844612005968,-0.3569521697296548,0.024286313378325
+9503,0.7676428125,0.130571552734375,4.282590092210104,1.421358212430153,5.042962513590264,1.0252962961782406,-0.1924793171389636,5.045378138020599,1.0404270950497774
+9504,0.778321796875,0.19166052734375,1.2106765032369569,4.7668056698833725,5.375903276470281,0.733355431368849,-0.31437454610803,0.314063518851804,-0.1914271266371846
+9505,0.8470503125,0.17026515625,0.5272200408955439,4.707441991438214,5.27991518561567,0.6990372743456758,0.3693888885807603,0.4806059575960782,-0.3972748410769202
+9506,0.784436171875,0.0591224462890625,5.403243147598306,1.2002595136627687,4.765706684921118,0.1210704126114932,-0.232076558832307,5.3178073883328345,0.0617153068125273
+9507,0.637499765625,0.216359140625,-0.6146953264662753,4.837096195954584,5.396673761684076,1.3110730864501037,4.928298572289816,1.2654269056027847,-0.7121185582429802
+9508,0.863680078125,0.119891572265625,1.758056997856632,5.054148230439908,5.2055918375300125,0.8170097957951714,0.0334845186021543,0.000966431273229,-0.9158997542228092
+9509,0.773106171875,0.12073412109375,4.316407247984584,0.7278471964461655,5.018269854930196,0.1940550885169706,0.4201242924643532,5.688509864395487,-0.19421255463419
+9510,0.78591140625,0.1562186328125,1.5167087520164448,5.298108819748705,5.657379908160945,1.8254353888657369,-0.2148115935654841,0.5725051008584722,0.1129682636934223
+9511,0.950465703125,0.1040411328125,1.1650240502208111,5.40297422377977,5.761213012928765,0.3900497792502357,-0.1795984509125919,-0.1248299119888812,1.0718214721383816
+9512,1.40002125,0.23935923828125,4.097790628842915,-0.3545729554652434,5.123298679530925,3.023106512000425,-0.2492726902556237,-0.5092533082070935,4.481356367589374
+9513,0.961234140625,0.122372392578125,1.728270738759124,4.875925331812067,5.195354821470677,0.3054671877090712,-0.0495594609049701,-0.156462520108105,-0.9071067396495524
+9514,1.1657190625,0.1265862890625,-0.8830338200067136,4.344974331701607,5.3983492940002495,0.9335182617023784,-0.1701218115604988,0.241487129398914,-0.4172628304489283
+9515,1.294303671875,0.380964609375,4.180318479059084,1.680069753968252,4.700511342570482,5.32743814533959,2.556341995623153,-0.510643784400693,3.413535474542044
+9516,1.110779375,0.094723984375,0.898898247818556,5.593290069680321,5.491329224792019,0.3228939395800605,-0.2411199002751849,0.2100859382228327,0.387966081033061
+9517,0.928222109375,0.09094515625,0.9283683767147706,4.847298566292645,5.527635678548449,0.3449666937411365,0.3611253873214336,-0.581300232719495,0.4839334271964879
+9518,0.807156953125,0.093439775390625,-1.4158334344221173,6.810756973926653,5.166866446787037,0.5108545370713986,-0.3077351684027095,1.0685491047210185,2.055567030693063
+9519,0.963765703125,0.16765591796875,1.003097163778369,4.724394653776202,5.693650019675597,0.5766761962457525,-0.3785357046471524,0.0191683917127933,-0.2824485271309417
+9520,1.08258640625,0.0898613671875,1.1261994647640212,4.960222580249435,5.415606239604265,0.4058259143591701,-0.257927887402427,-0.6141899630213671,1.243924185021044
+9521,1.0041575,0.1450099609375,1.3311582930193149,4.619754218009389,5.550400810486182,0.6632249906362481,0.290837724145562,0.4055134157004665,-0.8363702970071509
+9522,0.78019515625,0.113775361328125,4.233125397815677,-0.1919083150542055,5.053148162119507,0.5315144642481211,0.1227561251115638,5.723741729314677,-1.4450770802659243
+9523,1.3258209375,0.2064591796875,3.324472567523782,-0.8592510708346759,5.153599846541501,1.216083055190209,-0.4069385733445915,-0.5913131541853466,4.080648731184174
+9524,1.21027765625,0.19817376953125,4.740783346984776,1.5647115056505727,4.29232342873829,1.0649614605209967,4.1756329068134965,-1.1462391911251228,3.1377379876989298
+9525,1.64909390625,0.53869015625,3.267718274109136,1.444794194366315,4.869531353412933,5.361018328133575,0.2162676907412323,0.0319161891116149,3.737067896919079
+9526,1.056356171875,0.422840078125,3.0073806042104443,0.501745587534187,4.543086963084289,4.664846719272963,2.269736925034489,0.2698688384028316,2.551000738702705
+9527,1.2153075,0.5175726953125,2.011572560265941,-0.457950325729716,4.760495574383205,5.003055184385192,0.5978455899000924,-0.3324612826124216,3.2370308389988502
+9528,0.98191921875,0.583920078125,4.598364782982814,1.6559049980597906,4.2019164268539,5.178415201847778,0.8986624330447476,-0.2547555898815595,4.259455299447997
+9529,0.924849921875,0.09430630859375,4.723598248411747,-1.8360543585384344,4.916995286034435,0.7376619873303932,-0.3973876985315259,5.587138380971701,1.910024061384897
+9530,0.940490859375,0.10504990234375,-0.4897459616865844,4.822436742310822,5.321661292728273,0.2185204913373946,-0.4647988317710781,0.687713011774597,-0.9324959000012496
+9531,0.82087140625,0.140763056640625,1.5641341309016397,4.5643190122598085,5.530508512546922,0.9962308878507624,0.1541643887609133,0.4770170554056481,-0.5787189309903366
+9532,0.971379453125,0.104604033203125,5.337782057226628,-0.3907804715154794,5.0254732508564,0.7821763503263809,0.6588841243096447,5.370859076933063,0.2232716284281089
+9533,0.74917984375,0.154213095703125,2.1699734966295683,4.517036519672556,5.43380281463243,0.8038616166596095,-0.0065042797484433,0.6773566276808697,-0.9300849927699496
+9534,0.81114015625,0.09447494140625,2.9506323687751514,4.7656912170366414,5.518460582769196,0.5458722805463432,0.2588735955411786,1.345768275278511,0.4034227131075447
+9535,0.71568546875,0.08447546875,5.101049199048212,1.0463619558497324,4.7513622366327,0.4864971806029593,0.6784257061402862,5.154259971976716,-0.3264166441914977
+9536,1.410779375,0.2074732421875,5.114422638489589,-1.21969389015493,5.495483446268949,4.202138711903912,-0.9543802506374958,0.0387351478880138,4.887548614641679
+9537,0.725030234375,0.3547011328125,5.333931052613309,1.7501454366024427,5.096133426194829,5.63674689543703,2.7687033300545525,0.7279062298163012,3.667229935195936
+9538,0.86596796875,0.17223890625,2.915336754820278,4.963750526662447,5.66786994919284,0.825935602856467,3.048129380105033,-0.6097354507565023,0.7780342010738402
+9539,0.666675,0.0978955078125,0.5115941558281858,4.44063245549375,5.429643801212782,1.6039437768776934,0.0351249803828623,-0.5853349266387258,-1.064707792053914
+9540,1.015548984375,0.1717990234375,0.6392920216651689,4.167696399349776,4.935497116600959,0.641167465885783,0.0296089752045474,0.2507684217159435,0.787997089959001
+9541,1.242800546875,0.1673120703125,2.0813623228056417,4.8936506090811305,5.335475094603287,1.4267048407336969,3.017395252080409,0.8093543183422722,0.3584657892106664
+9542,1.37670984375,0.3552147265625,3.544771028584192,1.3720029403172207,4.765875968743703,4.919230471954731,2.1453332160078933,1.1219650779883006,2.7548771821683946
+9543,1.13991984375,0.5056644140625,1.8454579177673751,0.6232528719862003,5.170082226717304,5.277977561569948,0.8960483072780219,0.3819967004669192,3.62632527076052
+9544,0.845082109375,0.100156689453125,5.247380852431778,-0.6056825222836832,5.01522444729057,-0.176893197035797,-0.0543223266409633,5.86239139316799,1.3459057977572475
+9545,0.656598515625,0.136100869140625,1.656290756442708,5.35297752279287,5.688086886586403,1.6695373539754923,0.0477043678925288,0.4512379679582274,0.2740770701826126
+9546,1.2365203125,0.1357408203125,1.493909059541161,4.678595983862059,5.61783855857423,0.4643632275540862,0.3593931738391133,0.3225634434186614,-0.940197057678804
+9547,0.61401015625,0.085830498046875,4.3269809017869925,-0.14512413949961,4.396756298018863,0.5964540281106577,0.0936182849846336,5.461708554094624,-1.3603553965780135
+9548,0.837342109375,0.113491513671875,4.615614081012545,-1.3213625260922262,4.705949574079311,0.676571762854851,-0.1331157427717481,5.783760532433057,-0.2283474159889072
+9549,1.03227390625,0.1458837109375,0.4272996879282079,4.677283616653246,5.269147178051196,0.5107332699737452,0.741527568405747,0.6472962346091843,1.0321209365617818
+9550,0.95293265625,0.126775322265625,0.5601551284008723,5.754555099338482,5.692025363430358,1.21654618776387,0.1259628554931776,0.1390211505501176,-0.4285268097551246
+9551,1.375743125,0.1708340625,-0.9266708531717502,4.816694825570047,5.467839216620992,1.5363166186330672,0.1242872476951703,0.3789097922362763,-0.0127364540438167
+9552,0.925904921875,0.10543697265625,0.899857934671197,4.858964701143588,5.813753231954874,0.494310954309984,-0.5351160468116815,-0.0896890975100906,0.3373221307559396
+9553,0.89272328125,0.115948916015625,0.4333946872705165,5.161717140303348,5.391613226852683,0.3019881799505912,-0.2935087290621294,0.7140732868659588,-0.1820457619061994
+9554,0.75554296875,0.102046396484375,5.056376023285501,0.5713546822906688,4.920248725405675,0.2700769739686144,0.2065916163730609,5.312044992324307,2.1299860459737827
+9555,0.79599359375,0.0766405712890625,-0.4073793168951056,6.051038601705668,5.011666906515759,-0.0292393858361494,0.1620671082024398,0.4879989643023167,1.315309198672208
+9556,0.4810494921875,0.2336200390625,0.9777944444543776,-0.7302492887313339,4.628503601374346,0.6812280322015438,3.897615185813138,-0.1762637966925064,1.1524376263674518
+9557,0.73094546875,0.095972197265625,3.714164551880173,0.7617561792416923,4.724652823215743,0.6491277842379148,0.2805583530211096,5.790021937059476,1.7997177241595066
+9558,0.836440078125,0.1056266015625,4.734277148867735,1.6392934340431489,4.9092346343391045,0.30202108577863,0.4777989886778108,6.261568701059287,1.924131737939704
+9559,1.55458890625,0.2326401171875,5.293049361689811,2.2809050965357995,5.551153656224029,1.1252423436463932,0.2716852279785591,6.082386406491552,0.516300658726866
+9560,0.471031796875,0.114770322265625,-0.1036891594689103,4.074367812228322,4.931774885524908,1.6077817989428087,0.1914123957450057,-0.0108018431210183,0.7073039747359089
+9561,1.3490209375,0.1676415234375,1.6419902810440388,1.0756644017317163,4.841546484308431,0.0745175989604924,2.737445026347917,-0.2947147688828863,-0.5158389952011496
+9562,1.156381484375,0.14217328125,4.127057916483774,-1.0936567910232662,5.621011639875275,0.8955102727993042,-0.3138558540199663,5.650395076347843,2.000378303650737
+9563,0.783262109375,0.101485908203125,0.6091788455891318,4.152496840963435,4.972499572605319,0.5621303190326297,0.0850724465938173,-0.2957878779131948,-0.5655784190471642
+9564,0.87212890625,0.125488701171875,0.6816592680968596,5.246757791454343,5.777721705580134,0.4330750134009327,-0.3580091539909336,-0.6538926395522001,-1.0075840166511465
+9565,0.82481734375,0.10455662109375,-0.5720000109280008,5.249498355883903,5.56960127484347,0.5517964864526927,-0.3997713344488878,0.2867180112044201,-0.4978989892579665
+9566,0.8112834375,0.12836078125,-0.4012634930064069,4.941852325936386,5.478564334714249,0.7733813918463983,-0.1036745895826601,0.7893476418450942,-0.1190921634683263
+9567,0.874847734375,0.0841376171875,4.241948392283391,2.429144830095852,4.976883711094014,0.2742129471657813,-0.0943945531055493,6.210624541147472,-1.775634836441121
+9568,0.833009765625,0.16631169921875,-0.5518048766160815,4.872215447286341,5.617773951025668,0.5633284992251566,-0.097668203833895,0.1790801938002511,-0.5493858982250174
+9569,1.004069609375,0.18423548828125,0.8752078336237857,4.807216647510509,5.734445820678295,0.7710258539657533,0.2748205806984845,0.5503741000715034,-0.8004054125383268
+9570,0.899804453125,0.0926368359375,0.8338520706052199,4.947538074727484,5.387854384969813,-0.0032976045810569,-0.0988456148847708,0.0764247952251499,-0.0727962157073008
+9571,1.223710546875,0.129918037109375,1.20267941907681,4.714091682874507,5.218008357839548,1.171791935258892,-0.7164217295846966,0.1233888689894541,-1.4868900816143942
+9572,0.9357728125,0.108334853515625,-0.1347351123476865,4.641497265358156,5.618250058675681,0.6084818062684685,-0.2978094256423824,0.2639405410485839,0.8705932002251806
+9573,1.3652684375,0.36235265625,3.500819531147931,-0.4492393619085962,4.88959507970948,5.128232397006858,1.3784896857547728,0.460162526598982,3.926550193673045
+9574,0.931393359375,0.1025612890625,6.214881657646765,-1.638407885958024,4.692002669491152,0.7069247840009406,0.0091254083579612,5.313736021248561,0.6146623880658006
+9575,0.885280078125,0.140802060546875,3.920419428748438,4.124382218803899,5.325060585846628,0.077646321113773,-0.4440554955209316,1.3654025517655666,-0.8885318592265131
+9576,0.893997734375,0.068168359375,5.004032798186451,-0.6014300583926819,4.732526344324751,1.097789881461308,0.2295440967108087,5.902315566827668,-1.1862860108288285
+9577,0.747456796875,0.2327105859375,-0.5390671824249031,4.211518513058633,4.973034334547265,0.1248252197962002,0.6909024834886464,0.4868426856927528,-0.9977582896232436
+9578,0.779488828125,0.0683957958984375,0.6616944601320661,4.774835537580037,5.112807806921454,0.4093778498308046,-0.2854386059247306,0.0269616006175278,-0.5336809438948518
+9579,0.927703828125,0.150003994140625,1.7334795031498438,4.842913689488423,5.8242984676594745,0.4904005764514011,0.0410483871665127,0.224011823749357,-0.5170067419777401
+9580,0.94253453125,0.130639375,-0.4724509542564017,5.597353139971691,5.656826969917302,1.1111492167340762,-0.6253187449804697,0.8055128174978445,0.7067919408182948
+9581,1.0301290625,0.101916181640625,-0.4847566035951804,5.345684433694713,5.551447780996265,0.981168427351212,0.0401302645487374,-0.1448655250657237,-0.4139343427615408
+9582,1.262170859375,0.2122128125,4.599550153906959,-0.3974947880906054,4.130520461102144,0.8165139501247402,3.500260945966827,-0.5382336322708982,3.0186949760851878
+9583,0.803620546875,0.149798759765625,0.8058852342660402,5.854463205952318,5.538162438263965,0.2886384102100451,-0.3376769828689582,0.271200911842912,-0.8378914741814382
+9584,0.98808921875,0.1657590234375,1.2310631762746087,4.931438691460771,4.8168222068862345,0.9441812752407396,2.77598823522778,-0.5931034211926112,1.6273931259524528
+9585,0.7070025,0.160760185546875,0.376732528049318,4.149126662532218,5.181737012337592,1.063139383307251,-0.1305839376722208,-0.2633822314714528,0.0759647131841479
+9586,1.14557203125,0.138638095703125,1.3585592447103374,4.303706205045379,5.342774670166626,0.6688840099019956,0.1127355824347527,-0.8533198896122115,0.9232820440737628
+9587,0.7995153125,0.128238359375,3.6388525276463866,-0.3372810178904627,5.219017580273507,0.2709863153880561,0.2975132993462662,4.658329253035397,-0.868455985816637
+9588,0.916499921875,0.0763585205078125,0.6075042332182354,5.073006280748528,4.751593917802038,0.2611915548415235,-0.4295242299396664,-0.0045840918573603,-0.326487228236242
+9589,1.0441284375,0.409101640625,5.505310530713556,-1.594779611731823,5.137973991798238,5.329246140515583,-0.3342440633408458,0.9375423883790748,5.115770991002405
+9590,1.01899765625,0.098885673828125,1.688131863041761,6.141141211723033,5.535163675875461,0.7665528279533493,-0.1824617203758195,-0.2884915382268539,0.899678982164426
+9591,0.814798515625,0.0790217626953125,1.1236131638501463,5.037765895195901,5.31874636070157,0.0614097318500854,-0.3572704343609356,-0.2926281327211263,-1.2575540455100385
+9592,0.862467265625,0.113772353515625,0.4399263643847625,4.487814286364041,5.230851810836329,0.7152272927201649,0.094957385369866,0.0123049329826457,-0.2169565700294656
+9593,1.297026484375,0.142495546875,0.2209003689966475,4.170219436227311,5.263925173195193,0.0628295845498978,-0.3134040681569845,0.5729101788966723,-0.1846552783407205
+9594,1.063388984375,0.16756470703125,2.909783009407413,4.638381450000515,5.60594348408439,0.5473756583166574,0.2593396017219861,0.3372787534454923,0.8617515516023871
+9595,1.0640515625,0.162082197265625,1.824318198096412,4.674066332046078,5.410860130498893,0.0738895623593328,-0.0009224458891478,-0.1408266360857116,-0.3091406359233754
+9596,0.9322515625,0.1580261328125,1.579949599648576,4.515168866484813,5.457075121672686,0.5193879337327809,-0.5704298507287743,0.7477730271287497,-1.224925537516181
+9597,0.829845390625,0.10343923828125,3.935692754573757,1.4511383059913154,4.344400386912216,-0.0050645114949207,-0.27666606159243,6.112718349289164,-1.7504809786458695
+9598,0.865249453125,0.09520166015625,4.734231569712341,1.7971694116143178,5.108111002179167,0.2398730177172484,0.3519909012388045,5.532721784761855,-1.1588037626589984
+9599,0.90941890625,0.08837251953125,4.255723024247068,-0.6352069446287582,4.666127496243592,0.4733499475947628,-0.0086411960037045,5.73651453447725,-1.184529813328916
+9600,1.007103359375,0.11521439453125,-0.0374359801501858,4.7553495067231015,5.360686103583773,0.6997900997503796,-0.0770462711256702,0.0062001282950116,-1.0018607702160305
+9601,1.171910546875,0.122136552734375,2.109906913673279,4.760760678461786,5.661377438077127,0.0348717317155181,0.0658978632421796,-0.1519173372374822,-0.1984759232946906
+9602,1.074883515625,0.10090861328125,1.575266351474724,4.376050585720057,5.455076399003448,0.5883350443978648,0.4475380474973776,-0.0186034547754537,0.0827318756029202
+9603,0.878324453125,0.13882712890625,0.7601812053123312,4.709869403808989,5.540661384310399,0.5358762306485488,-0.2138498657028349,0.149552206790302,1.3637874380019597
+9604,0.863738828125,0.22991982421875,5.384550590653694,-1.346002278397637,4.6391001187166365,0.1863320876490116,0.2295402491114414,-0.4665655206315235,4.251684752111585
+9605,1.33134484375,0.121485439453125,0.1205656188982537,4.834819873579355,5.457571076972084,0.1870025906331361,0.0976137576531149,-0.5840237595857963,-0.6627458031732201
+9606,0.90253171875,0.137912578125,0.0438001740132586,4.452266849983486,5.054642428949478,0.6732124957975627,0.4166777015674424,0.2009907904269902,-0.2942826938290612
+9607,1.195038515625,0.142475146484375,0.2023973168877341,4.33693499792311,5.442055570497553,0.9750908314306452,-0.1283852506548372,0.3614221066943203,0.6173797125557896
+9608,0.711708671875,0.212939765625,1.4002367728726757,4.724059646999397,5.55098661644136,0.9248154771059036,2.379099061482487,-0.148111018191019,0.4698933920131986
+9609,0.91661453125,0.13664216796875,-0.217565770286216,4.078981887915941,5.05435372598971,0.905773480043946,1.2405511031562986,0.4650253998317651,0.4188616837115744
+9610,1.012118828125,0.103991923828125,2.3062256469889846,6.068097145748931,5.421875987433553,0.2951657914338989,-0.1381912121753042,-0.0508805133716827,1.2598902855989949
+9611,0.86806625,0.12061349609375,-0.5328243347678455,5.0021797099793,5.208061167927304,0.0070982977348474,-0.2431147776555501,-0.4803663519324544,-0.6697527451455298
+9612,0.647730390625,0.236526875,4.650554373965162,1.3429087903784942,5.645255560762322,1.281902647726093,0.0227120982822852,5.434901747939545,-0.8345406708216901
+9613,1.95076359375,0.31354755859375,5.849606160191863,2.337038180415396,5.914615988152069,1.283061531272145,0.5353409647175835,6.822329133027175,-2.49128537565975
+9614,0.80678953125,0.126779521484375,0.9047275043905534,4.534947077390906,5.463247437442378,0.7151569572661539,-0.0836627412164211,0.0230688019317127,1.3745945356644922
+9615,1.10983734375,0.414423515625,2.8609974842111083,0.1183703461783096,4.704409177229655,4.89862821101228,-0.0282562264654945,0.8887364730688689,2.607581756431602
+9616,1.91016,0.453548203125,2.7472971226616525,1.7321022917540445,4.691567074569169,4.662337835139765,1.7633931896233792,-1.1011798995047757,2.336357545225487
+9617,1.14649,0.0877790234375,1.1268346604564017,4.29048119700046,5.064024684296431,0.857066940407629,-0.2086521452531659,-0.6413837836057499,-0.5546976979743139
+9618,0.77697109375,0.120861943359375,-0.6844582759897601,4.982648150257842,5.43850740226996,0.5132715297891379,-0.1628947936845481,0.5427671014964967,-0.4471425419287366
+9619,0.872865,0.0919833203125,0.7905169666634075,5.124764395611926,5.426532698054455,0.5150620770830454,-0.0154420398389378,0.2815305931450949,0.1096769702253488
+9620,0.903377421875,0.10346083984375,-0.2892785363538901,4.687915701148859,5.255938242878683,0.3468493979877033,0.1518009655676993,0.0360002715686316,0.3699407884853185
+9621,0.89645890625,0.14526259765625,1.081718425547477,5.115845232803252,5.567791108163076,0.702898242495552,0.0930551769966511,-0.4481952568248486,-0.5205505856828085
+9622,1.61468125,0.342864140625,5.127206898481528,1.302571304851887,4.990824748570058,5.374082439276871,2.5796159510281207,-1.3869951692528188,3.855199458413421
+9623,0.599198203125,0.20599728515625,0.3618744500370121,1.1117207846425163,4.633918545973102,0.6990041495080812,3.679626090056256,-0.6677791096877237,-0.1520127406080842
+9624,1.054841640625,0.17774841796875,1.274301862978237,4.7368796934444335,5.747290148389608,0.5645541136621146,0.3164767708673389,-0.1290498776906229,0.3349409982728684
+9625,1.191183828125,0.696332734375,2.184145488645808,1.1702437034338309,4.500243726726498,5.057208944549176,1.4828461004184808,0.6159043683798895,4.046853353358033
+9626,0.853151640625,0.506383984375,3.174295453865261,1.4894733844302013,4.856825449731246,5.135102828155846,-0.310851187740402,-0.2199351776609898,3.1783958602403315
+9627,0.8539525,0.097787490234375,4.542305296331834,-0.6670725754219095,4.766534174462725,0.4723014695589565,0.5653766530650054,5.368019480402946,1.88515071476388
+9628,0.889598046875,0.099015302734375,0.489882644844255,4.82555866366097,5.494876882157591,0.361221940591984,0.1045299891826223,-0.1837319950206784,0.3176287886552216
+9629,0.906956171875,0.1341949609375,0.2763075227318222,-0.4996104826868858,4.275569096444476,0.1585340093465402,3.3418729541393204,0.3523020693190396,-0.985972747404012
+9630,1.166594765625,0.123928447265625,1.762657568632756,4.386212210599334,4.641012027092626,0.1314081918760733,0.3278219882806932,0.2492169455118044,-0.238029174819337
+9631,0.74260078125,0.156267841796875,3.98744167259817,2.096545497184944,5.10301181736192,0.5854401864684138,0.359687144551911,5.27505623176071,1.505108572827793
+9632,0.892148984375,0.108211826171875,1.0595981001163848,4.368889984778816,5.220229100481427,0.8023221282714863,0.0561252172890061,-0.4587556705556929,0.5276830872045437
+9633,0.88131015625,0.08935369140625,1.1484316160242476,5.083559437451377,5.164488754184965,0.2278905418568963,0.2064329618177371,-0.3332556907576124,-0.3458164980657758
+9634,1.4144434375,0.3287918359375,4.642165062739898,2.106769260604635,5.114770121911151,5.027747259974261,1.716723678576645,0.978594408531444,3.33832413587585
+9635,0.84455796875,0.11096388671875,6.0241319090568615,1.1883563332525406,5.199878206997427,0.2975069145633111,0.0666402443306281,5.609689309863494,2.4572447019980146
+9636,1.14464875,0.13986291015625,0.3823463793067811,5.055757206683438,5.310621690342128,0.6040336796750138,0.019181720261388,0.7245965600439748,0.4810323594733756
+9637,0.869907890625,0.18959439453125,1.1669444732576364,-0.9139862473783776,5.092905931891944,0.6408023017841757,4.515395375017105,-1.739143264764032,0.9351610432264305
+9638,0.4571356640625,0.14837771484375,3.7388707905403935,0.430400043710206,5.387554022048579,0.24900464476391,0.1773272735503508,5.417142772605735,-0.8271498893566482
+9639,0.98737296875,0.111229736328125,1.173921172581472,4.748277957381209,5.139088396322999,1.1322812951402903,0.1101379775264772,0.7814359816078069,0.1079105895063826
+9640,0.852011328125,0.0700394677734375,4.717453453205376,1.2514454360824934,4.642371543862391,0.4311991346014465,-0.60097855136348,5.836945692737952,1.257953995236639
+9641,1.018390546875,0.152067734375,1.151173141792945,6.58419300474013,5.778849947584384,0.3443230996417812,-0.3948654219709572,0.5806804171622749,1.812336430058112
+9642,0.886973125,0.109512841796875,4.182724721960905,0.6093668599799329,5.068221252997364,0.6635352423047636,0.2628736783352104,5.694747267326257,-1.000359575578668
+9643,0.647409140625,0.112417333984375,5.794829347809559,0.1552659441229469,4.686465525153334,0.4011281422190493,-0.303173340208242,5.335582361797272,-1.0963716902425973
+9644,0.797957421875,0.3427183984375,5.526087497478723,-0.4833999357396585,5.234024504469717,5.243658450137617,-0.633565042583887,-0.6628948511467612,3.95133977516466
+9645,0.877973515625,0.095923583984375,4.957447413963761,-0.923590853506378,4.939180098405162,0.3677035993214335,0.1893638717066461,5.3910159100915385,0.5233142726261553
+9646,0.9774296875,0.121741689453125,-0.3951982248762122,4.253807214312159,5.400816023256316,0.4119905569548983,0.306555127187276,-0.1769686571667913,0.5846893500566878
+9647,0.859915859375,0.144219638671875,4.267783730366856,2.369296459586575,5.027915013097171,0.0998356815573721,-0.2162104473988621,6.083757550113015,-0.8932820611656997
+9648,0.67888015625,0.100420126953125,4.091849131118744,2.4250881396158626,4.696732103876148,0.4916562846085718,0.3338970866799537,5.851716574083566,2.0791518099305586
+9649,1.280356875,0.3567077734375,2.9631538346008024,1.1686112694504638,4.820692565861471,5.301985904011722,1.7642959312375386,-0.2638386108291451,3.205990556325087
+9650,0.823942109375,0.116433798828125,1.6934591006393338,4.588220323691194,5.129019941835445,1.749780277857322,0.4967050185279758,-0.0079637717095795,0.1079825141555191
+9651,0.669826171875,0.19837544921875,2.6465827519618803,1.145342969972711,4.393353386252392,3.2957151337946287,0.3904061034150523,0.2467248218804468,2.925197366805853
+9652,1.257998828125,0.151770087890625,1.147077041915927,4.795955651743593,5.70863142557685,-0.3034021715378587,-0.2953291146278671,-0.3535321277170061,0.8598886956397944
+9653,1.153823671875,0.5801732421875,4.331639145391421,1.8952231596737408,5.344129480016004,5.495468375678604,2.0675243981960936,1.3548994707290227,4.470949085351258
+9654,0.798138203125,0.096052001953125,4.974537882498195,1.5560048848279342,4.824647087430408,0.3256017109200044,-0.0727561194398914,5.463594911276161,-0.9001477649711138
+9655,1.187972109375,0.120774921875,-0.4115861606053991,4.578858646740261,4.991524184760191,0.3437900181963914,0.0971381492768484,0.3092338525604325,1.1534183463776293
+9656,0.9331390625,0.088485341796875,0.1930398236633424,4.887023712331818,5.221727117406349,0.1769335322445691,-0.4593519369040911,-0.4123979584755275,0.026207124511457
+9657,0.63836765625,0.114086806640625,3.677734199373353,0.7866045076100656,5.11606965456656,-0.0485726416707095,-0.91325916761799,5.668574987452812,1.6545209238895162
+9658,0.83350671875,0.143944775390625,1.30128328039075,4.505949230745139,5.769408925902774,0.8148970144705137,-0.0978648916375055,0.9388293752367584,1.078521589794369
+9659,0.766106015625,0.0817690234375,0.1837695552461345,4.761448866743813,5.113601254317988,0.9987011457256844,-0.1254006903893389,-0.0349467898949849,-0.2228595195975714
+9660,2.40504671875,0.796662421875,4.2898851877302615,1.8376518465656249,5.474000026633463,5.398342819520905,1.2861082553270051,0.2896694224452079,4.329398861243323
+9661,0.931058359375,0.156844521484375,-0.2408674902813721,4.155902475433796,5.141285263296907,0.9697079624908208,2.12888211325347,-0.3251139707294999,0.0173513503546785
+9662,0.8538634375,0.154909208984375,-0.8019784477820582,-0.0851781332593653,4.605959426020894,0.3328826419661967,4.256054813060274,0.956438086562252,-0.3550038642721768
+9663,1.00640484375,0.121972119140625,1.1043985241269052,5.238957466762107,5.451176743015703,1.098858044582348,0.0714216417953323,-0.4147326356722965,0.4854530835149209
+9664,1.30150515625,0.099954453125,0.4984067917379609,4.8314132121912055,5.544277171971157,0.7877500557852782,-0.2975734474405763,0.0061294189251316,-0.4950957595420492
+9665,1.073791640625,0.1362244921875,-0.499014082058365,4.093245525343444,5.604324613519881,0.7141736165446403,-0.3533316498740572,0.591935348059241,1.1153613788205554
+9666,1.032336796875,0.18042845703125,1.2511180890003302,4.605985334619139,5.631015164433203,0.964534725746592,0.245713044393712,0.4275600370891694,-1.915298227414508
+9667,0.94075328125,0.17360712890625,0.5321398453993635,5.000029683682861,5.653681832682299,1.1690229626122188,0.1088158464609323,-0.5325851499490637,-0.6397823325495351
+9668,0.756180625,0.125380087890625,4.942324314059355,-0.3403157757140191,5.343737817057754,0.6086008540741616,0.4164319565351009,5.317606239007212,-0.4740594740277439
+9669,1.44150515625,0.19767109375,5.310517918679993,1.5268285887408244,5.80624754676859,0.4798947396809842,2.4754821166359555,6.313991393115463,0.1781527027191797
+9670,1.191864296875,0.792076796875,4.225468411968758,1.1920212702113848,5.100642184799461,5.6746197970843175,-0.0767767890551246,-0.7360846896539708,4.623892848580617
+9671,0.851933515625,0.123019892578125,1.662481889866095,4.652483919914409,5.476754284618436,-0.1497717771112567,0.0054013554612257,0.5009127867819849,-1.0167390036707342
+9672,1.07014703125,0.091551259765625,0.3923861191384505,4.906162792215805,5.596101324226705,1.1537084520598762,0.0163779016953424,-0.2090049700473034,1.1552548442175965
+9673,1.097149453125,0.17876978515625,1.708962908982094,4.732607353173534,5.254450054331125,0.3359103447225816,0.0025554269596391,-0.404435599828803,1.4188575779774049
+9674,1.11814328125,0.0782908447265625,-0.1261417347686326,4.646304288755558,5.089554617998656,1.1996426900953931,0.3774926818178623,-0.0529170379106099,-0.4763234649690973
+9675,0.92119984375,0.089497705078125,3.8741650497287674,1.1339799716464734,5.175019077807304,-0.3262827143210977,0.3770654795350533,5.691572466583591,1.0055130026293195
+9676,1.03069390625,0.406144765625,3.447765023414291,1.276199152251435,4.71661077235563,5.023765138227265,2.016987784497001,0.5354611462389331,3.4882785976290807
+9677,1.258843046875,0.158096337890625,-0.4259697041829878,4.111508938826852,5.347408845494067,0.0959293170734424,-0.0920971149043717,0.4047691100775947,0.230327288893271
+9678,1.09328734375,0.3128926171875,3.198943871587679,-0.667093441476811,4.844706482749483,3.3427797581805447,0.7641735900814872,0.2414845833069119,4.473642215953747
+9679,1.002709453125,0.137777548828125,0.4307224794093753,5.049474457847713,5.541065682901707,0.2535099200867789,-0.1976342207271753,0.0067719535151466,0.6562332918749556
+9680,1.35869015625,0.2583217578125,5.95502042592616,2.558348243707224,5.765165850096636,0.5818399174954827,-0.0281646445458451,6.077514708098686,2.128258525934953
+9681,0.8803134375,0.114896943359375,2.2620409234961127,5.495206778239496,5.665114605148904,0.2308748962044388,-0.4702139669909516,-0.6403946138250173,-0.2216229437841361
+9682,0.737643203125,0.18166107421875,1.7765824704731992,4.435553505136651,5.295868074366656,0.7852640582539709,-0.0522460423214118,-0.7662978748855536,0.8066995324702626
+9683,1.040395234375,0.08580109375,-0.675791225851568,4.432911646137285,5.542528237331368,0.9150911369405156,-0.1204649494599388,0.0076943390905972,0.3860180703763567
+9684,0.832085625,0.07700302734375,0.422675609719903,5.0902006948502825,5.094728593297062,0.889865903684568,-0.7145564454771572,-0.1742059426030585,0.782892588613431
+9685,0.9988225,0.0932693359375,0.1781713764932458,5.271260456622517,5.3711028137111,0.8579827933200117,0.351898451922139,-0.1442252180122306,0.6917205581675941
+9686,2.17138203125,0.777401953125,2.3256437271384405,1.5539147079499351,4.404978859441801,4.981474589120968,0.7337296607895298,1.1028381643630298,3.274646356851613
+9687,0.924889765625,0.29340783203125,4.144622510962432,0.9492860205817036,5.446671671283172,3.668305819238633,-0.1984140811458384,0.8902225601273235,4.551399103860241
+9688,0.749884375,0.097606865234375,1.0666106721932485,5.206966043123852,5.006305333503484,0.5019166206702725,-0.1918654180098347,0.3853914940150064,1.296459079251384
+9689,0.8994065625,0.13300255859375,0.0605948523262826,4.5876888998986844,5.375799287152537,0.6245456227288294,-0.3125803241842708,0.698219743466179,-0.7773745150540328
+9690,1.039346796875,0.1079819921875,-1.0365134709839003,4.933270247736198,5.372843242317433,-0.3627809888206646,0.4129267253320891,0.0609648225675427,0.2100548144945311
+9691,1.22527609375,0.14196025390625,1.6384713168233307,4.656319703816049,5.344501191764037,0.3443909191587799,-0.0132551530487084,-0.0934823653320492,-1.1282653072380042
+9692,1.478803125,0.4589901953125,2.827443425559192,0.6181858781919887,4.948066044586298,5.271220679524146,1.7241575070045536,0.0380927493927766,3.368522685740276
+9693,0.961516953125,0.140896279296875,1.783402515070695,5.222413667849145,5.726453385584967,0.7196681139870981,0.2141866098221479,-0.1185746220214656,-0.3390422895479525
+9694,1.27892171875,0.656678046875,3.3157326393987057,0.969068667772896,4.369336504068181,4.941218819258027,0.3360267581512478,-0.5070423140215599,3.996879195158731
+9695,0.99016609375,0.0680549365234375,4.331204258805456,-0.8663512595493464,5.120081532716203,1.761038724941796,0.9006073806399357,5.31218789156372,0.9151306812200536
+9696,0.743975234375,0.15292046875,-0.4169794386798922,4.345917294564531,5.487772857832829,1.0059344759185165,-0.1117504935231001,-0.3826857510086608,0.9423882277783984
+9697,1.191445859375,0.141806630859375,0.0703425766496278,4.330339870275886,5.476019001861512,0.7524149972638305,0.2955261959989319,0.1347616914518815,0.9556638927985022
+9698,0.974789453125,0.098131953125,4.526970542712786,2.351662714302819,5.192524574997885,0.2723705803298823,0.3592199612419743,5.834012568136803,1.8948719204463365
+9699,1.293756015625,0.24009283203125,3.43101022529936,1.409106468470721,5.411283949995397,3.991307496344267,-0.7585946276468803,-0.0969872867882747,4.562722415362764
+9700,0.77529234375,0.105321748046875,0.7693824653157743,5.356502545135447,5.361649924926628,0.5520690290359797,-0.3255636105819048,0.2284322044770662,-0.1373396277577175
+9701,0.69287125,0.088260302734375,0.2087495622316608,5.144360048653268,5.094001616643835,0.5912238313402012,-0.1994914712660297,0.0741681095550502,-0.6300464191323397
+9702,1.047817734375,0.119836357421875,3.8706103192608,4.111073464578545,5.146653119718398,0.7730027461993423,0.3005401973320564,0.1622401132746101,-0.0793763823298236
+9703,0.892733359375,0.1349846875,-0.2669200528789026,4.053630654147902,5.014965398169149,0.4813668466587355,1.9291010333804952,0.0847829504389936,-1.2094671093024103
+9704,0.70441890625,0.138581689453125,2.796294426808062,4.625722569325139,5.180932143146968,0.2006835655804735,-0.3301688045115015,0.4269192830451084,-0.6762829365370979
+9705,1.068426796875,0.1390545703125,1.0309771113612434,4.144242058470794,5.287220203726309,0.1662307881260697,-0.4208893507079225,0.0760800125803797,0.7735595348863825
+9706,0.903408203125,0.095694951171875,0.2765826602773271,5.108303242999238,5.325188388884043,0.4883325685155192,0.075744876985684,0.1712025537961383,-0.1183261151036066
+9707,0.9397328125,0.109722880859375,1.2049555811729171,4.013574957823811,5.468741523176542,0.0553412507399884,-0.0428252043137134,-0.1026199613519601,0.198997694775538
+9708,0.929625546875,0.084821728515625,4.363093348260886,1.6075905194531437,4.909201257262732,0.174281624269703,-0.2400605040459199,5.294846915744799,0.9494519701814828
+9709,0.991306484375,0.0658699755859375,4.737417774774683,1.7837023421351097,4.884051781807288,0.8452517307338501,-0.3584749641544813,6.044787535536104,0.6030684835536593
+9710,0.798041484375,0.1607805859375,0.5665469858293224,4.982183884199863,4.964268687034478,1.0800934400515083,0.4581366097298461,0.4763854935133615,-0.9395908317883588
+9711,1.23367859375,0.3891691015625,4.586571275685347,2.6103813367446995,5.38356651617041,4.580437693132499,-0.2654918263611524,0.5112630614680372,4.8359736066650605
+9712,0.488156875,0.0742845751953125,5.042793698607745,1.1718923098888243,4.8353344342919975,1.096290426782066,0.1601775664820024,4.9632144440476695,0.633808001043745
+9713,1.24116,0.108403857421875,0.7576399340679838,5.006363370481925,5.266697961727164,0.3961234511585738,-0.3274266967626822,-0.3261051070568688,-1.213015920832797
+9714,0.888388984375,0.138758720703125,1.3008226036658357,4.684472632083519,5.573059010812321,0.0065234934770251,-0.2818152084850371,0.3024802003899891,-0.7171024189328773
+9715,1.51226671875,0.454563359375,3.2874614694258315,1.5994511238158895,4.737567940595769,5.095425679505512,0.4118803186572502,-0.8839263455108881,2.8939171580805527
+9716,1.07058890625,0.3482229296875,4.32450539863804,0.9838294931448588,4.691453789309741,5.086408909225949,1.2673488545935807,-1.3680060891991188,3.430636949950949
+9717,0.65492421875,0.10802759765625,0.1846668555403586,4.4556023558687246,5.194269959532597,0.3477604856772081,-0.1988039181853002,-0.5293270089898998,-0.2295508940375741
+9718,0.911284296875,0.14197765625,0.8846498931988636,4.652728374395093,5.121407107243294,1.402724303095826,0.1820729277786788,0.2204813018117804,0.7516093579694597
+9719,0.646744921875,0.148025458984375,5.56992199229386,0.6936942062577474,4.984254275634187,0.0147955469771546,-0.0885013896824316,6.470169032929874,2.283814748543508
+9720,0.835010390625,0.126594091796875,-1.2207194098247542,4.823229807503798,5.51071905572099,-0.093770567829257,-0.3653291548559375,0.5038194763421512,-0.1849798096581222
+9721,0.820581484375,0.1299264453125,1.7694103882517558,4.619343863297939,5.435076212393352,0.7213860870805868,-0.0318627731510233,0.7248615493292203,-0.4924286276240698
+9722,0.898038984375,0.104101748046875,4.454099714735306,-0.6826902971198706,4.832111035046582,0.4088978526768511,-0.1518697477184576,5.46383086817161,1.2603917221590273
+9723,1.090422109375,0.25244111328125,4.543895700234825,0.3010617763057339,5.374862615152908,3.161026279194153,-0.707294168830626,-0.5715840335170158,4.941404712924585
+9724,1.29134265625,0.17614193359375,1.156519612260232,4.7012650844961605,5.405604897306078,0.3142916923837517,3.802109832024517,-0.8451730353829098,0.1867218051954014
+9725,0.853973125,0.15707556640625,-0.3590474749107937,4.195563460060349,5.001249293941428,0.5877715958944896,3.61906331772809,0.6906057628690537,-0.445022542073303
+9726,0.6359432421875,0.198786015625,0.4798674714646112,4.875748883634359,5.648276448260753,0.4509177614864749,0.2569468980953263,0.1795050256928788,-0.2126079056703533
+9727,0.89612140625,0.15729400390625,0.0901573789146123,5.379195368938327,5.586666127017289,0.4005932131739325,-0.2988014523166024,-0.3628427773537138,-0.0872075292996392
+9728,0.69673328125,0.126932548828125,-0.5338983300998452,3.9891968779794302,4.851075763996986,1.1461799261395802,3.365322317904884,0.0374905778261987,-0.8813056305527778
+9729,1.048927265625,0.1586772265625,-0.2787216163799447,4.247356063622575,5.437227810551754,0.3280466004005414,0.3488075914763774,0.5689330540651752,-0.9635325589385704
+9730,0.942998828125,0.09292068359375,1.2350010349793858,5.171083443228978,5.443150820813726,0.9484936040367904,-0.1865976522010743,0.1973044145373832,-1.0170091480271632
+9731,0.9072709375,0.10314818359375,1.540377053821706,5.568602787261217,5.419789847386877,0.7770582915837517,-0.3744116072257442,0.2092730917058446,-0.0765573695371714
+9732,1.05427515625,0.08559646484375,1.6347953034729,5.4250425494193655,5.415131496773361,1.770617673046036,0.0152834514807059,-0.6828659349070788,-0.059244617139545
+9733,0.6868890625,0.102530078125,0.7371361236452402,4.5042952914761525,5.434119741030545,1.7043165533048257,-0.0927599774531559,0.626697044835588,1.1914463127850794
+9734,1.10942125,0.1521109375,4.244896502058282,1.280511765122388,5.0188155480511725,2.497411435321054,0.2456392539079028,1.0090898739625982,4.678823614476144
+9735,1.12340421875,0.14421482421875,2.8775778177516007,4.41054202988467,5.219562781168919,0.8751505772697923,-0.2543779330236684,-0.7769233266649521,-0.0953904299440038
+9736,1.115058046875,0.109338212890625,-0.4203899278901452,4.899974162096222,5.234212273832549,1.2947863581325203,0.2363540652809119,-0.3693530687450673,0.9671815454899576
+9737,0.764188828125,0.1522927734375,0.6732731586891877,4.6809844641207015,5.2447606215245735,0.1828169514583752,-0.1390586227694415,-0.1082557444418893,0.0772302776132628
+9738,1.218426796875,0.18831197265625,0.5611892389951504,3.5996845030925946,5.017252729166464,0.9188999160333676,-0.035380601242657,0.7151630811030032,-1.1298245505625553
+9739,0.90150359375,0.1447303125,-0.259694378820564,5.48708002239552,5.530284486210717,0.2247436598055964,-0.2714850153442773,0.764195922263198,0.2849065170798476
+9740,0.92307078125,0.0662864404296875,-0.5316836956950364,4.579272379759385,4.850289557594802,0.6604475784203941,-0.4997555455920031,-0.1298233633333463,-1.0048535787226889
+9741,0.62437953125,0.117137119140625,-0.345432337502308,4.478256614029944,5.553673120366724,1.739970707884849,0.1628138635873396,0.0153657839056968,0.6994753566317118
+9742,1.02703765625,0.1613452734375,0.4588849358561598,4.4894394638239525,5.27331828832436,0.5855426130066116,-0.2986611550361466,0.1124033750493137,0.9823920865758532
+9743,0.93530921875,0.126448271484375,5.138480950496802,0.1247971170736248,4.901785532813828,0.3009491903645533,0.5076665742412222,6.095329681378847,0.3237097789417597
+9744,1.44512046875,0.4258869921875,4.145549818631286,1.4735003151400965,5.018490020679095,5.47393879501284,0.7764092703520199,0.1755567338718735,3.5810217423033635
+9745,0.84593203125,0.1719268359375,-0.7291277713926113,4.554996997028415,5.317107174615851,0.8064136992937045,-0.1989527255103629,0.525999185310477,0.5935569032437237
+9746,1.019967109375,0.16256228515625,-0.8552244244633467,4.682644923735399,5.559951750777255,0.9067019258510316,-0.2754292543417603,0.5079797276692125,1.4475061138011909
+9747,0.88634484375,0.084254638671875,1.6499813767744969,4.5157701767593705,5.366983310064733,0.6302528101235838,-0.1671000912430112,1.331436000355403,-0.4545242082238999
+9748,0.5590423046875,0.14284298828125,4.012248606586484,1.6893155481553517,5.2709023571902,1.6364497892747276,-0.1206661173880058,5.605248677163561,-1.493821160878141
+9749,0.812660703125,0.111041904296875,1.810343157768025,5.485440068492912,5.654498355003955,0.2197466804489031,-0.3693620511371194,0.2012291213650027,-0.937956447077293
+9750,0.74507796875,0.103498642578125,4.317843487026657,0.100129646917525,4.9261305098526655,0.6358842005663967,-0.0376675136214759,5.779725135708109,2.986044388574652
+9751,0.949324921875,0.138576884765625,1.6779720565731278,4.862278721177546,5.633672621398728,0.8798790482502653,-0.0335188780443524,0.6703900944110697,1.7178032084342143
+9752,0.924145859375,0.095211259765625,5.435045201917422,-1.5526649784864122,5.154091770612451,0.4626387375767784,0.2596842102821434,5.305464917376343,0.0221381752908612
+9753,0.826158125,0.14622095703125,-0.1467539884227835,0.1801691178958625,4.58897261677901,0.5494541851917154,3.5838769960631383,0.7958811910028942,-0.1428686314435212
+9754,0.900148203125,0.15579916015625,4.553115799018592,1.6776179738563957,5.004991580249701,0.8076805760628837,0.0923684698505313,5.655682092457528,1.460354066711356
+9755,0.998029375,0.143279267578125,-0.3976385499841157,4.409848233750849,5.3616806178160274,0.4460280243869891,0.1244223135501731,-0.0638054182697492,1.7248840336088271
+9756,1.02236375,0.134145751953125,1.3293611202462323,5.344591647135218,5.628489803299348,0.98314697777087,-0.5900485855922519,-0.5897257826824182,-0.4397678265185546
+9757,0.93439296875,0.088570556640625,-0.2888042863436212,4.22034159563904,4.958421401294409,0.6970279548098642,-0.2504291017911847,-0.0691820065583126,-0.675728866603139
+9758,0.781175703125,0.116188359375,5.212291986903958,-0.2584848360958781,5.2238102027978055,0.599662094678758,-0.0064707940197829,6.032143010199713,1.399236734905614
+9759,0.829921015625,0.16920599609375,3.419524153947493,4.183953312220293,5.5264727052122256,1.4711053537092464,0.0519828856401502,-0.3434789678644067,-0.0117318668447557
+9760,0.8574775,0.150057392578125,2.233818424943833,4.234756258873352,5.167245011237843,0.6126901112356788,0.3305747267185481,-0.0984910189985932,-0.6431345058419422
+9761,0.717896875,0.14916384765625,1.900319003612244,5.700031939138905,5.570290116777066,1.255612583557184,0.253346948120298,-0.3548826225209573,0.8788097651498293
+9762,0.885200625,0.111435576171875,-0.7794189687461245,5.309556226511431,5.305022556101116,0.4099678456671419,0.1222892951643112,-0.4463340104075674,-0.678262952639988
+9763,0.780898828125,0.062364189453125,1.2668416430048155,4.995359015355959,5.0284804394660325,0.2797708566182447,0.3129364782816414,0.0224902949975931,-0.6354048000975384
+9764,0.837455859375,0.14403298828125,0.7935058832139494,-1.5395597526540463,3.6500178871430538,0.7300479287538421,5.868060079597132,0.4405116215393839,1.7934236858486414
+9765,1.090075546875,0.1356880078125,0.3638883410596075,4.760172785581569,5.612407112206336,0.572231135692577,-0.0761158928151029,0.323023430647482,-1.1916987007277122
+9766,0.922914609375,0.16901515625,0.1831403319114083,0.1441339926691947,4.27836328897439,0.8920800178838606,3.477185504298411,1.1549016184909038,0.5752611103486951
+9767,0.881953203125,0.092465205078125,4.646171741277781,-0.6511459019544782,4.407715869906379,0.057136186315297,-0.1559384164795874,5.15935926256296,-0.0295159935929881
+9768,0.860568046875,0.124083271484375,1.0530142787042316,-0.6783976604240216,4.333802374349956,0.6234461999322365,2.857085101062043,-0.625664858045237,0.292334635580474
+9769,0.839343046875,0.1261278125,5.821517452122284,2.107209249208664,4.877850964215571,0.4197611580049948,-0.8907928985197957,5.462932083974689,0.6551546226799204
+9770,0.831986640625,0.090421865234375,0.6318072004659925,5.360393523068237,5.245042749591956,0.3155442708143293,0.2531039952011966,-0.3393796032928963,-0.8744063048540516
+9771,1.05464046875,0.093484775390625,-0.413851791422005,4.176930995803324,5.195624582867884,0.5563268311403613,0.0064655890677537,0.4449480205716656,0.2721309808694018
+9772,1.834039375,0.158517001953125,5.086580314533032,-0.6743242039609184,5.430358778978999,0.7300495698436079,-0.2588166814420629,6.214115378474463,-0.9331708444412417
+9773,1.186828359375,0.134070146484375,0.8448075388030083,4.054011251343083,5.426074256830925,0.6932891332725927,-0.236508429112273,0.0822247513357752,-0.1223397324645001
+9774,1.182105625,0.139415830078125,-0.4964369006529603,4.260498869778427,5.289898952504521,0.4226794284276781,-0.1137292927432145,-0.3211676482243083,1.4945128837863375
+9775,1.0124803125,0.101898779296875,1.7917126187763888,4.009658448313954,5.24414653911106,0.4797106523618055,0.5892543262440811,-0.1370239090950697,-0.438627973241141
+9776,0.8187684375,0.10882693359375,-0.056443785113507,5.026206877355289,5.620688205943652,0.4823116518668562,0.0796623570441439,-0.4117306187414382,0.8527415108302677
+9777,0.9188875,0.111804033203125,0.2530501047313926,5.282399212418841,5.460501337922999,0.4759275774847875,0.1657713747504209,0.2486428789019334,0.5684877280424239
+9778,0.5874903515625,0.104520009765625,1.6357217112541034,4.62737018660637,5.376985794693718,1.165846457779606,0.1725848897687703,-0.1835410108602886,-0.1617758250985002
+9779,1.326645,0.4055794921875,5.687120911761462,2.338023688939153,5.45884378041095,5.469221438191303,-0.7495902260351491,1.5580798276654473,5.18132036518471
+9780,0.827651875,0.12718279296875,5.448937252947175,2.55410441187533,4.973754505998594,0.2645867813423661,0.2137905586430502,5.5041473054249455,1.363877648905721
+9781,0.8914409375,0.102429873046875,-0.078891517760257,4.21584186704796,5.181339164653275,0.3218096846216326,0.0241547876472766,-0.0351232329424214,1.2203668520142017
+9782,1.162085546875,0.1098194921875,1.201383685462757,4.343291024978331,5.372874058343256,1.1884323339184206,0.1025585731820519,1.520269891400734,-0.1608464785470951
+9783,1.128783984375,0.1233289453125,-1.109458384405575,4.036715347298409,4.724972506155022,0.1269842313786669,1.3419229564057369,-0.2441141527264631,-0.6040489119920205
+9784,0.84935015625,0.152136748046875,0.9226156937175704,4.451777865628605,5.182342917301309,0.6987673142116594,1.3157094535020752,-0.1646922813710845,-0.175440077531738
+9785,0.836858828125,0.1034668359375,-2.244852972676783,6.732189060299179,5.429700121281127,0.4389786436910624,0.0791509789948882,0.5601289714726218,0.5903178946278101
+9786,0.8376834375,0.14437986328125,-0.5909746952233198,4.533289884994509,5.118612749320199,0.8122255874904554,3.6009736779743204,-0.0681614389279645,0.0415122122193688
+9787,0.85485234375,0.5405182421875,2.9357572435763166,0.2661693378700118,2.922612518935177,3.959893231283642,0.2384734918568823,0.3068614398562548,0.6726815020449974
+9788,0.940746875,0.1576060546875,1.0908584512305917,4.06835408165882,5.258441002796657,0.1328888738253516,3.4870934304492303,-0.2072939989983179,1.1024912126288078
+9789,0.948970390625,0.107077041015625,0.1065232564533099,4.603835630125273,5.416507637122946,1.1004320618189187,0.0976771346119657,0.2854687459089258,-1.6591855935231383
+9790,0.6421224609375,0.1798367578125,1.16637729230285,5.208766441701364,5.512442708064993,0.9519990229309734,-0.1556701970467077,-0.0338606360322716,0.0078694256745161
+9791,0.86452359375,0.0713374853515625,-1.4971672775059932,4.46693266753096,4.647690796737297,-0.0129732502820611,-0.2866646254992171,0.8630339928917553,0.2513230979347818
+9792,0.755622109375,0.098934287109375,4.003667420864319,1.9120783290122805,5.291738854056791,0.5858518499431999,0.309139722593847,6.082533988526614,1.7060187377105716
+9793,1.050617578125,0.12349517578125,1.2678384587740117,4.493240461675952,5.307618109711711,1.432434477954215,-0.0477525517477913,0.0560559169255447,-0.1529193829423453
+9794,0.8821425,0.132904140625,0.8098303003001569,4.644979683472839,5.502191587546696,0.8097479914217234,-0.1150026699943202,-0.4116989180794983,-0.6183934201490393
+9795,0.9411134375,0.09551251953125,0.8624231708275413,5.040289774640951,5.633763910244369,0.095285182242562,-0.0420879196495336,-0.3273864826203207,-1.917103826151384
+9796,0.855298828125,0.076827802734375,3.694212284139648,1.5417556247057256,4.62938602365386,0.1326216402998918,0.5699192751139944,5.653223516196706,1.1196407816133251
+9797,0.846833203125,0.150923349609375,1.33367091218612,4.759934776306131,5.637521837299792,0.8307486979160067,0.1697015514863024,-0.1965126992021975,1.0831356908455174
+9798,0.924167109375,0.084636298828125,3.6424028960170864,1.4514981568213188,5.06944979656906,0.6614019358662478,0.2153510917804725,5.58409058736851,1.7272998975078555
+9799,0.96519,0.105810830078125,1.6975595139759134,4.7638853583676655,5.490066008992106,0.7051799141585346,0.1014259373669805,0.2483613047806243,-1.3928344519207478
+9800,0.881315390625,0.13328580078125,5.694880547318766,2.53492714809574,4.663511315457584,0.6312493406986937,-0.2873035324335773,6.117377515219017,-0.82350570176906
+9801,1.139570546875,0.12084154296875,-0.2159806253379275,5.107656860430902,5.652206508125906,0.5963336324678898,-0.8572294527223949,0.9804869662565912,-1.349924259435785
+9802,0.99099140625,0.1257899609375,-0.449871651096034,5.017852709497216,5.6316068260575705,1.0657871647891155,0.2787756665929537,-0.1549735266107701,0.9288397979999976
+9803,0.95770453125,0.153709609375,1.2426937376379326,4.483277463611575,5.280958821922244,0.9220118795140346,0.2840740403382569,-0.1359209473191063,0.2150997622808734
+9804,0.80177375,0.09587197265625,1.436849381398702,4.984253746138169,5.126321837680981,0.8078914995397865,0.06454410283625,-0.2323780311104453,-0.3245671033559378
+9805,0.836431640625,0.095338486328125,5.008757517784478,-0.2145895069217449,4.536915988745316,0.5237899235955125,-0.3350696806099115,5.369574649600141,-1.0124891679575765
+9806,0.744160390625,0.17163220703125,0.3417659258372227,-0.1135177384033456,4.571058891070386,0.4295599480535042,3.5684739969303103,-0.8954399984179842,-0.2203953325337431
+9807,1.138706328125,0.4765734765625,3.5562868605896343,1.1137696427119566,4.722489798786193,4.751626820988606,-0.2927483804568658,0.3658820643912723,2.4831121954695767
+9808,0.98355828125,0.14225849609375,1.4511947196649375,4.448431795403552,5.3285750861233145,0.3040083765023674,-0.2184643534237651,-0.2910457542483455,-0.7464430884853988
+9809,1.28325578125,0.372271953125,3.014344973645284,0.0425756076840372,5.094551866830174,5.094619013569831,1.6972617804233583,-0.5114482598765893,3.141000322333767
+9810,0.77716546875,0.11245212890625,4.9633349741817545,-0.1004919496695798,5.031638976619013,0.3513742534570448,0.2887708019668685,5.286803206600529,-1.0279784124532214
+9811,1.435475,0.359108359375,6.179611252565668,2.6961571948376544,5.361289596487627,5.390321465866777,0.4339729213822428,-1.1043255250646014,3.95767807746316
+9812,1.146029453125,0.14304462890625,1.2631327633444518,5.381387087392287,5.5981790736759205,-0.1788803012636929,-0.1195991135939866,0.1609366110134671,-0.0390847797012468
+9813,0.91575734375,0.106068271484375,1.326169319576579,5.6379137405561455,5.750733616797851,0.5285185136850065,-0.132918380973352,-0.2657477037537241,0.0986979464572663
+9814,0.5374281640625,0.16615029296875,-0.535795384723402,4.5511077357997625,5.151962794785086,0.6844837168439861,-0.1957532932762722,-0.0996478712080736,0.3796992097243783
+9815,0.818205078125,0.12164806640625,-0.4249846691780163,4.668916600793827,5.335191130637195,0.4861815506259243,0.0586697437306629,0.6233838265504017,0.3275468344587392
+9816,0.91228203125,0.173886171875,1.3965574768909217,-0.152097651267982,4.851060372162478,0.8201216391821371,3.112335511490967,0.1938232674514222,-0.3571700006090745
+9817,1.3538209375,0.5629051171875,3.6237261721110143,0.2832190712018214,4.506839084036812,5.1138190988377525,0.6759370484443823,0.6317170772978679,3.83288009022482
+9818,0.834686484375,0.095285078125,5.7365283377872665,1.9820347002025505,4.98703392805924,0.2887416419647244,-0.7927448938670765,5.595861826021048,-2.3943515598010485
+9819,0.76619375,0.1379509765625,1.8272415927113368,4.607869303659459,5.643384091683878,0.5422031473149548,-0.0040309414791749,-0.0251160339685595,0.8189289948099931
+9820,0.851480625,0.105701611328125,4.638244342274116,0.9790937403234,4.906600259355113,0.5805351787576698,-0.4615315552000571,5.485401322359983,1.77797882678761
+9821,0.7582540625,0.0978703125,-0.8827336096280316,4.603019071081551,5.524945852260723,0.2049654609821486,0.1342374312014506,0.1099454242090472,-1.0599267133343016
+9822,1.6152990625,0.5191358203125,2.4921294462873065,0.442983348876925,3.7932356632768394,5.055081807860184,-0.3609946485310502,1.1975354144593493,3.6231822191538967
+9823,1.0197365625,0.380109765625,3.8258144736200768,0.1900120547137639,4.816587972783868,5.073727116884492,1.7072452812709449,-0.639356479818486,3.087787082715707
+9824,0.68980921875,0.095006630859375,4.688635435132948,1.1371718586348614,4.961935569300612,0.981353295871803,0.1538190885111389,5.367009233895902,1.6436347832430624
+9825,0.837379140625,0.106991826171875,5.218174162062912,-1.8157900827099105,5.110877035625327,-0.0188840918842162,0.1996850153245128,6.027439644933679,2.6288818509975824
+9826,0.76756515625,0.0734456396484375,1.20590128512189,4.898601557894486,5.349922357535816,0.796344878743722,0.0058830403407539,-0.3732657857265962,-1.2188705357530245
+9827,0.877413828125,0.161078837890625,1.4908341846824664,4.677168358969956,5.480579281785866,1.2711389070420942,1.1695236226995809,0.322071399737418,-1.3837384753541502
+9828,0.93259734375,0.160670771484375,1.230075375734483,4.359056416187699,5.012430338900115,0.9733630708346696,-0.3914883976074904,0.4792357265813028,-0.525544935257177
+9829,0.929917578125,0.1100811328125,0.6295539133713209,4.966661352291459,5.567654599217063,1.1949335898009148,0.1861131969656526,-0.0161765891487809,-0.6678699293096264
+9830,0.97590046875,0.10581203125,0.4142908315184084,4.857480058609401,5.585307302253886,1.2082088604859709,0.0725441594972228,0.5305521010297527,0.1906300784391058
+9831,0.86821890625,0.117101708984375,0.7193491697136568,4.793166328459634,5.527890119659996,1.146517267706455,-0.2200608244888219,0.4721422610359833,-0.3970451505673952
+9832,0.950708671875,0.096130009765625,4.537490381252272,-0.5273294466199421,4.891274731196652,0.228405236329781,-0.3536748068881516,5.555756526709432,1.1501909969446475
+9833,0.9973134375,0.331386875,3.3716392430584925,0.2489797791049666,4.74703982620272,5.052705913116365,1.5273368554128506,-0.2488968804034337,3.070669244188644
+9834,0.766759296875,0.118537744140625,5.560467581747931,1.1351450678612536,4.592742399139229,0.8676883403183145,-0.9254839887523504,5.582562131219103,-1.1431451991392816
+9835,0.912599921875,0.122294375,4.198678441642969,4.679598720646248,5.516372858299061,1.1523419714419616,0.0072386732864277,0.3362194238015167,0.0421172449665947
+9836,1.100041640625,0.150933544921875,-0.5505882765275447,4.22384946026677,5.129977937211349,0.4074674940882725,-0.0758346886303148,-0.0814213435188927,1.011128151608953
+9837,1.63883359375,0.109715078125,4.116247011879682,-0.1245662847089864,4.01241558821529,2.33416634486832,-0.2134012891325197,2.7385732426680214,-0.1050260886861388
+9838,0.885355390625,0.138435263671875,1.922498252533504,4.861568969283421,5.634200303842531,0.739441040865068,0.092730614850566,-0.1701726328139294,0.5293245728084963
+9839,0.372877109375,0.076286513671875,0.6097076924621558,4.793905463104314,4.795036524788708,1.7150602475392205,0.375938735982612,-0.2793042829123663,1.4400393526845916
+9840,1.102028046875,0.22705998046875,3.8114324753250655,0.1381776208354969,5.161293838466161,2.796578666819231,-0.4552093925154167,-0.4022991947936785,4.3000422361272905
+9841,0.864788984375,0.23794453125,5.546294799813444,0.6346409875180168,4.2706178647057005,0.3950952678429618,-0.8158748752888396,-1.34379570806905,4.563065434464952
+9842,0.714590703125,0.090764521484375,4.995551955466819,1.2181056157440249,4.69561994842393,0.3617288900284,0.4498554773563928,5.077132441904086,-1.0807109002899495
+9843,1.06639140625,0.155640126953125,-0.8122560784237238,4.523259854942444,5.190014881283863,0.628352533436169,2.997023525034323,-0.9830657571763208,-0.1713931667416441
+9844,0.8905196875,0.127463037109375,1.4872645756935414,4.950692760340138,5.491197656296312,0.6457445150128823,-0.5069297946758267,0.232379646857096,-0.4694275522104417
+9845,0.768642421875,0.174383046875,1.4286381502339616,4.986184101723807,5.35654020396119,1.7317430592258836,0.6248747058221408,0.0033195239831799,0.5583902962869293
+9846,0.861000859375,0.14246373046875,-1.2150855212036586,4.538511338958734,4.870306273498321,1.4630153870159166,0.042169252847755,0.2737995303876139,0.3956360724681221
+9847,1.00197640625,0.113900771484375,0.2066393825465173,4.44396801360113,5.306175782085019,0.7219851829592946,-0.4081485061237559,0.8937571072505108,-0.3052117457405249
+9848,0.99162359375,0.136859404296875,-0.2243291696034308,4.818618459966457,5.539657840099881,0.7631513128372835,-0.2807540665227104,0.3293473494791654,0.2087933167818226
+9849,0.840593515625,0.083573525390625,-0.0167484041263308,4.870371044967449,5.362822204302662,0.4985727547400341,-0.0634858680543709,-0.6091333667830147,-0.2631154805836891
+9850,0.847981328125,0.14967212890625,-0.8516721574357001,4.856414900970417,5.268177564018708,0.9804837810657694,-0.4648162196028899,0.4901017148827854,1.4489957073983983
+9851,0.7108690625,0.11368533203125,1.3880118938295682,5.017018196510945,5.601432788646188,0.628010256114762,-0.3931593662964164,-0.011327268024313,0.6613127960039287
+9852,0.820536953125,0.124095869140625,5.654165387280005,2.302068841867216,4.846566436137829,0.2676319355173386,-0.5506363666873897,5.645477871834388,1.060732660570504
+9853,0.839805234375,0.089712548828125,0.919922892018052,3.882186864677867,5.145700296926515,0.4222521417898962,0.0305200820946921,-0.1081322251185667,1.1958952179251512
+9854,1.726304375,0.45845734375,3.859990460720492,1.307435793814504,4.953699061207011,5.249951929460163,0.1964931250029658,-0.3964256900005655,3.5316531084115765
+9855,0.9781790625,0.136017470703125,1.9379500418412825,6.082466132965857,5.398498340059463,0.647042014681845,-0.1906855199908395,-0.4144519729629623,-0.5382835213191948
+9856,1.081687421875,0.114065205078125,0.4235141357986989,0.5600560183407317,3.63433507020184,0.6153042679526912,3.803230415279961,-0.7656346516361812,0.5647203196661437
+9857,1.1080465625,0.4573753515625,3.383244456399961,1.6450272879585353,4.886730130585338,5.25693943627934,0.2433087965406228,0.8058379189268955,3.645214715898776
+9858,1.076034609375,0.131192060546875,-2.0694225354877847,6.76957515162756,5.51705332255978,0.5833696257877439,-0.4403940588382741,0.533291275147883,0.6812912864641162
+9859,0.9926140625,0.133114169921875,1.0527265965261283,5.306039084807242,5.575107296934855,0.849228141291082,-0.2906131178113367,0.8398778851309994,-1.013715416858433
+9860,0.85314,0.0859451171875,5.396057182546596,1.947914580566316,4.951610675064828,0.2096311977821509,-0.3194426089959155,5.5142038584605135,2.1219630722343714
+9861,0.7838321875,0.1645216015625,-0.6074013587583622,4.987969475843306,5.594154602045297,0.6448869900872383,-0.5086854072230753,0.3007274938807083,-0.2645949588562477
+9862,1.137768828125,0.4794608203125,3.2967258612815025,0.7567309172747252,4.690192016651934,5.028147679495917,3.711317753887424,-0.3402840514154579,2.8813401936115213
+9863,0.6205319921875,0.134705634765625,0.9980048543953688,5.336916690815595,5.439104016977841,1.8139773719031047,0.3140180601302219,0.259273978836167,-0.6133378354425151
+9864,0.97213453125,0.0731257861328125,4.120152426063507,1.1517397599387498,4.631858468182911,0.0225287861943351,-0.3193839707924097,5.94674455965564,-1.1715198017693809
+9865,0.60681671875,0.136125478515625,0.1266751556886603,4.343235821773456,5.749990810586206,0.1978161821894348,-0.8072368011349449,-0.1696882860999294,0.1893239669438171
+9866,0.945783984375,0.17649720703125,-0.4333316546803489,5.441511435441953,5.887943576163297,1.557233904425212,0.0124560979613902,1.0417642464398271,-0.8604414777804771
+9867,1.054645859375,0.083019033203125,-0.1713765255144569,4.85327603915632,5.486269572857858,0.3759226423373592,0.2155307566732963,-0.2902376277125419,0.6071092367308811
+9868,1.12516078125,0.4285728125,2.489137911588962,1.580809098504262,4.849407975754708,4.755950642121347,-0.0207919353268685,-0.5009342010615441,2.638744884971487
+9869,1.19298515625,0.18783068359375,3.6730837217479344,0.7076514731992245,5.186593936697778,0.999718337299769,0.3331849203379262,5.311122934669125,0.1650965848553375
+9870,0.933457734375,0.11649560546875,4.664905418663513,2.1473072153708244,4.872938040945138,0.0606405345376085,0.1671465977233841,5.431180911509839,1.5425324360166723
+9871,0.863500390625,0.08939029296875,-0.0571764905015625,4.251672172406543,4.979551559761057,0.4847577237924634,-0.0580242291177135,0.0420351589532383,-1.1550349626233571
+9872,0.8291209375,0.158536806640625,0.7809601261822469,4.833939953702076,5.653020114815231,1.0565404376503371,-0.091789729464079,-0.3021862381239117,-0.3318967028687879
+9873,0.86108453125,0.125377685546875,1.4875306441257587,5.439092102399646,5.747802182924023,0.4770253465755877,-0.2154007178035962,2.067224868230143,-0.9418590459467364
+9874,0.940694296875,0.12711978515625,-0.1448299056983002,5.4031786019442825,5.6521520388876345,0.6481009336845004,0.3660317312693005,1.2197946972111022,-0.7213359532907604
+9875,1.203403984375,0.0955665234375,1.6066378840312252,4.605997232328239,5.199817454425149,0.5113921043480029,-0.3387887315531298,0.4472146748255047,0.5287027078494874
+9876,0.910857578125,0.19605294921875,-0.4102284997120256,4.886753289021214,5.519185815911087,0.8804327983127884,-0.381800290600474,-0.3412033878415337,-0.4006688288023402
+9877,1.035973515625,0.07042953125,4.302855682770092,1.03086761252099,4.733422630055994,0.0942016472811717,-0.5736535266715681,5.238626131276198,0.9420801211945898
+9878,1.173526015625,0.116725439453125,0.0674070051160918,3.812804356412909,5.103065985086083,0.2598155587614343,0.1359062193766262,0.2693025514535649,0.7290410274533217
+9879,1.412583125,0.22053916015625,-6.847628113484989,10.422401869579842,7.612351888155104,2.016084063583896,-2.2117376398397384,4.484004892473764,4.563890955971819
+9880,0.745603046875,0.17803466796875,0.8458987759426695,0.5985320484662875,4.828581569582595,0.7606479047750527,4.28397644248079,-0.8915039157286335,0.8467398339696082
+9881,0.816315546875,0.10359345703125,1.003970434848912,4.839227494866204,5.324171396539643,0.6764698297176868,-0.4071725461830062,-0.0437876525904991,0.2011342682362525
+9882,0.9280309375,0.08517939453125,0.5296092924834703,4.632125360150185,5.353243814574159,0.7949827123417869,-0.3017766490171463,0.2103774827080535,-0.3011485459150145
+9883,0.8740696875,0.096662900390625,1.350085321375183,4.3265213089556935,5.343784502316038,-0.026841807180852,2.8690311426143604,-0.6370846504569716,-1.0957459048583391
+9884,0.9257196875,0.158216953125,0.1533208676782981,4.71105982467069,5.654999756628735,0.9702048146038882,0.0211745729113734,-0.0719526269885192,-1.3542400857940695
+9885,0.7456890625,0.1757020703125,0.1677962761499678,4.757997453903229,5.384910866242632,0.8619270832518613,-0.4079041790363474,0.761963337996916,0.2736493564505868
+9886,0.828185234375,0.1133858984375,4.3251598358282815,2.481714473181441,5.2915460231240505,0.396076217853073,0.0515264500276443,5.720554158506013,0.6165972118795022
+9887,0.6136798046875,0.118348115234375,5.003743221566334,-1.0259588145488356,4.3876739454282765,1.564578999149011,0.1691185591269405,5.125052684182434,0.1270875390121611
+9888,0.972864140625,0.6321171875,1.2737939946969568,1.7681843255047065,4.600471259935754,4.837020439550138,0.6364264173185059,-0.1227474246097167,3.78491506762856
+9889,0.9360984375,0.14457548828125,0.681847254164149,4.822309932906533,5.882477770675757,0.583907134525267,-0.2905602829638655,-0.249016876074366,-0.3838637273525472
+9890,0.887665625,0.092352392578125,-1.220907141161389,4.168640565442989,5.304060987731772,0.1578165866546769,-0.4280462589213903,0.2822894081351751,-0.2623152960631557
+9891,0.875283515625,0.158492412109375,1.1499757775831327,4.613829552825687,5.703061490134164,0.7890142190752524,-0.2105185806934184,0.4940611691542245,-0.101865408699508
+9892,0.72156609375,0.099092705078125,4.720485216721002,-0.2868430255828458,4.94125273310467,0.1140603798922823,0.006303438976724,5.672525503889752,1.9446837761510585
+9893,0.85709828125,0.08389998046875,0.5615070358801562,4.651113944610514,5.182113719139362,1.0015172662999738,-0.0646491969410518,-0.2074743448539426,-0.0804996363797394
+9894,1.28144375,0.0971273828125,1.8743143269355471,5.000327678327437,5.261116830912862,0.0456557233237491,-0.0082874955440532,-1.1163510971429982,-0.8390335789753357
+9895,1.68943671875,0.21632962890625,-1.295129069141322,7.748868957813513,5.7884138290303,1.453136199840713,-0.4746950138509997,1.269192884740653,2.7742059303220947
+9896,0.782329609375,0.112413125,0.1096902886189361,4.973054593081663,5.62638724939427,0.6296001454819813,0.063322226595939,-0.1578184291932205,0.3957529723746316
+9897,0.72921671875,0.22457931640625,0.1412845490786526,0.5696098435493452,4.822603903215942,0.7694925875978037,3.859044466577396,-0.4486522379927867,-0.2675624358715179
+9898,0.90921671875,0.157659462890625,0.8005579544802841,4.974060308878429,5.673457783186098,0.5374667134668163,-0.2257148042803062,0.0406531543602308,0.4577481481603883
+9899,0.6184589453125,0.1049712890625,3.9512342945660928,-1.105880654192945,4.814171620578654,0.0291884598612327,-0.5871193619371229,5.441228228262905,0.3152246382817835
+9900,0.936221171875,0.0981271484375,1.1592968371259054,5.497801945588573,5.046223242505787,1.1916784886006648,0.3218826183951989,0.7719768852329006,0.4627531968348374
+9901,1.52878390625,0.6181903515625,3.557753724108605,1.0195067004005305,4.886824016502883,5.293042305580844,1.4291272086722224,-0.0365385983621507,4.178659925185455
+9902,1.0211465625,0.1241894921875,1.991501071018383,4.597044582524325,5.619485092885868,0.5411231332897596,-0.1159187376750051,0.4288280406747913,-0.7623583015001096
+9903,0.619340390625,0.112020068359375,4.692148560226111,1.6878029759874558,4.350462352264655,0.9027531140891284,-0.461211418737697,5.498455399767051,-0.162935176341119
+9904,0.74471765625,0.134211162109375,-1.1088574530250457,4.706890654330511,5.484299202753037,0.5258166997459882,-0.3673354626283383,0.8001808399342026,-0.9329603753237564
+9905,1.109572421875,0.1425321484375,0.3994996700742838,5.6903504158271625,5.504191201750668,0.3110688278939518,-0.2991957618607189,0.9304860614662196,-0.5756063348126252
+9906,0.783718125,0.1016875390625,-0.1983571864536587,4.300143148160299,5.179993969270253,0.569490030879474,0.0402299478211441,0.2024850858681122,0.3005773147966762
+9907,1.275130078125,0.17915384765625,1.7574526000491792,4.520258551080028,5.38648322070597,0.7236429446001761,0.1461098802213202,-0.2958026919992295,1.046949741122043
+9908,0.87847078125,0.1898122265625,1.1850529685897495,-0.7016907081370548,4.613030357874382,0.0482837283985626,3.558715248187467,-0.4774586675865596,-0.3983643057392172
+9909,1.053173359375,0.128969892578125,1.829545251781469,4.693010900477982,5.467260142074013,0.493455810625948,0.4577043787608759,-0.5451482939894211,-0.4986038502081403
+9910,0.98563109375,0.157503447265625,1.911534391677003,5.3204508149959455,5.204776688671999,0.4150460075194911,-0.514287096709265,-0.327143066958615,1.3797976352443289
+9911,1.092928515625,0.17896001953125,0.7347650571038095,4.042135082164646,5.198463798976141,0.1565275992476521,3.583369800602824,-0.0797574009161449,-0.2631068327208344
+9912,1.096687578125,0.05538802734375,1.0195374043474597,4.061438909015214,5.558125851104415,1.245943991256916,-0.0599492257248674,-0.0182076366517867,-0.674579906026748
+9913,1.0399240625,0.12409767578125,-0.5463025805882807,4.599332768279612,5.349892611847116,0.3211634058673983,-0.2153729212372032,-0.7718015658816335,-0.5552596766868447
+9914,0.9706578125,0.153129921875,-1.274675943924988,5.536477217908565,5.697549665802191,0.9008708357697992,-0.2131446237036329,0.4094853858278669,-0.1969965615117624
+9915,0.756805,0.130875205078125,1.321379907353357,4.507576536075472,5.155360420090982,0.6604238465969543,0.3732386276268509,0.0492227590897847,0.1448393930819417
+9916,1.953579375,0.3359910546875,5.295321101837758,1.274198768731562,6.135396386503135,1.4401938413396616,0.9453442143777364,6.262018641102238,2.8172669142764493
+9917,0.71161796875,0.1332744140625,1.5215198384581383,4.682982254310992,5.5129117941664525,0.3971895667141124,0.0872811509571576,-0.2402225406710254,1.2324519577127797
+9918,0.778505625,0.10690181640625,1.3599762427833249,4.5623493245541145,5.346879356390356,0.2962512171815845,0.4820807541537778,-0.2234087782850801,0.3052387012877756
+9919,0.976806875,0.094445537109375,5.574050557731455,1.4576372842560803,5.094952128104251,0.0421516813637926,-0.0087319746089981,5.310584569978585,0.2071566705079928
+9920,1.01367171875,0.16799078125,-1.5203912615256654,4.358431889114179,5.181411419635886,0.8793522285480835,0.0742789664862235,0.3617187602746553,1.419682576799979
+9921,0.86798203125,0.110845068359375,-0.0796860539683593,4.718509710863667,5.60909185692962,0.818796780027711,0.1227204381570299,-0.0677730832534751,-0.5016506237698329
+9922,0.859240390625,0.0790445703125,5.035678503263023,1.5739291409889238,4.779698392016124,0.360272208143595,0.0012741393981611,5.792540902208413,-0.7493085693745241
+9923,0.977085,0.149069033203125,0.5990581453636792,4.119352918753955,5.436378986461766,0.4578887586439939,-0.3031010463921874,0.1482076837981861,0.5382569692539313
+9924,0.708992265625,0.09502462890625,4.520329938374698,1.82222818442628,4.636686773219371,-0.0355175601000137,-0.0968303842327961,5.405559917002648,-0.4213284109290949
+9925,1.031360078125,0.1693680078125,-0.8858506403942468,4.901578644665356,5.770440814619171,0.2346044933541012,0.0578161487220954,-0.1428238546394425,-0.8729081816067021
+9926,0.9042884375,0.0941796875,-0.4066420783073606,4.719359485689153,5.351596314741083,0.3595578708617263,-0.1651631633038196,0.3251739467209614,-1.439434763499658
+9927,0.858967109375,0.136816201171875,1.2794641698759877,-0.0318969184827799,4.938685096305949,-0.0169681513479409,3.2402037794743914,-1.0692999659060678,-1.2403267375221283
+9928,0.8776840625,0.106437333984375,5.904415428851529,-1.7175364726508655,5.1440668254080775,0.0824301817413155,0.5656340109342046,5.882425957003933,2.3005024756518
+9929,1.4996684375,0.764572265625,2.762037065115804,1.5111690005340654,4.60198968629964,5.293624906741422,0.4074911316244177,-0.1934867400341244,3.765963227962767
+9930,0.801587734375,0.12154904296875,0.2436954727792544,-0.3881795690911414,4.619476341466196,0.3173450995372864,3.966356801231617,-1.07065830050328,1.3298400661778411
+9931,1.0029559375,0.161943583984375,-0.5067057195928252,4.5689346421174815,5.11314411840224,0.4282706315019039,1.090901309419983,-0.2961613116869377,-0.5833304395820962
+9932,1.093181015625,0.11363552734375,1.1649119179556098,5.048285617726554,5.593828636219122,0.3738891346523907,0.0208607154052752,0.1778740832082918,-1.02471750693886
+9933,0.8473515625,0.155394091796875,1.1353062738052475,3.933558219283216,5.1628031705165895,0.7101011399316625,0.3832891240281239,-0.1973959373682167,-0.7374874530202133
+9934,0.94673078125,0.184004453125,0.0403600146846568,0.5507529337834105,4.647768853479564,0.6193565866622549,3.772287667426309,-0.0894086908817591,1.7103708643966198
+9935,1.57323421875,0.25884890625,6.010952407999625,0.0830842627117526,5.903640616422788,1.0658684085001378,0.0326372881988374,6.633437987037152,3.738784035784458
+9936,0.77619875,0.13171833984375,1.2715896156600284,4.9414637501637095,5.500727410432864,0.5449978254099999,-0.3192196943374952,0.2471039223273518,0.0556710834087557
+9937,0.865353828125,0.159376357421875,1.4227039635702676,4.564079577453802,5.2039283531160665,0.007744664245535,0.1061416387975026,0.2046530107822282,-0.2166954763505794
+9938,0.936419296875,0.13134568359375,1.464080252031989,4.711371915374014,5.186822359346818,1.0986963384028403,0.1465905482003648,-0.1579480320799885,0.1636789911408626
+9939,0.68560421875,0.0733514208984375,4.500681646335063,2.1937721231739,4.680401351692696,-0.0483890529809578,0.0058973494281039,5.870979277444858,-1.2703688508922877
+9940,1.009056328125,0.12563033203125,1.4401483768051158,5.429557941269192,5.803716954380828,0.8231386103063285,0.0861612153897227,0.2141934049313539,-0.7614658620501963
+9941,0.83102453125,0.07876732421875,4.583424068410359,2.0995263141757863,5.154291845724022,0.550619767201608,-0.342588411926573,5.619323543582955,2.291493631792318
+9942,0.82863625,0.095040234375,-0.2847125876186283,5.401341130468283,5.561072826349034,0.710008976871515,-0.170075223810517,0.4720480077575884,-0.5702130284065708
+9943,1.043870859375,0.118732783203125,-0.2898969903326117,4.323687306039117,5.728235838346309,0.7764290022239135,-0.382497122462649,-0.2959739197981815,0.8339884283911259
+9944,0.965378828125,0.129609599609375,-0.1501886928200215,5.111043369777616,5.509006337560177,0.899152698255633,-0.4608281548861521,0.1716796214371072,1.4796303964978574
+9945,0.82171625,0.148516943359375,0.7199096209932384,4.816705031472195,5.600014081076356,0.4220796337241141,0.374193500561581,0.3115273459371472,-0.9769333846176144
+9946,1.042433125,0.117833828125,1.4105459517413288,5.235540751433482,5.689397982939612,0.3287962638946343,-0.3751995645365313,-0.4890624403562237,-0.8834200631414549
+9947,1.000992109375,0.1524680078125,0.3884604392387608,4.8238047258219385,5.455053540882021,0.5170867483616012,-0.0889012843136608,0.1914582098640771,0.9307896367054916
+9948,0.830188828125,0.152146943359375,1.1306468700219567,4.878618743982083,5.488897054002783,0.3743727473944461,2.9511860987814105,-0.3487403503737681,-0.3423606660459767
+9949,0.71336890625,0.162687109375,0.7409238886728391,4.360898620890052,5.072647484274609,0.6866602904900103,0.3940405090497685,-0.5533599954206355,-0.8052303486834924
+9950,1.1751425,0.1265994921875,1.8413286667495876,4.550070193755405,5.288427428478015,0.6942952750557655,0.280490028429242,-0.2354554897375798,-0.4030753936966086
+9951,0.964577578125,0.11168041015625,1.5444132586813593,4.4387699239154434,5.5986342355926535,0.77470162340264,-0.1885203215807979,-0.5280848253576079,1.2206656317488314
+9952,0.948814765625,0.17401458984375,0.496648334448272,4.273339481509886,5.203135349122071,0.7324694814238207,2.6557331081353657,0.0831042917287552,-1.1700084955324463
+9953,0.5242942578125,0.2148798046875,3.9474205447973807,2.240722660222445,5.25884477058875,1.3145538663035226,0.694401173437944,5.912698201607071,2.114905245757272
+9954,1.057675625,0.09483740234375,-0.3823248735249878,4.961144147042976,5.063042421927559,1.0691285288746024,-0.1129829154335221,-0.4020895715741537,-0.9571017630209652
+9955,1.058634609375,0.098700244140625,0.699244369409407,4.134670958749307,4.974026841165975,1.0100926021299097,-0.0866977509126184,0.0839442488419957,0.799700914877146
+9956,0.835348125,0.140145546875,-0.066445790889192,5.055740291445061,5.695916814084365,0.958335447937424,-0.3295795802768191,-0.1279135408288029,0.1381861779734144
+9957,0.745012109375,0.16746390625,2.2289646820744324,4.280288216603706,5.464225321618044,1.0326572939633936,0.0791268832013631,-0.4350052431898502,0.5828960660557141
+9958,0.907409296875,0.0818536376953125,0.0819499691152609,5.084121865523674,5.349993595385942,0.2889924222828788,0.2581288542234533,0.3932095821719912,-1.3705646381410943
+9959,0.854478359375,0.144367255859375,4.435706226743451,0.9875451097686824,4.289439209413071,2.2207307066518527,0.517659756726917,5.753258551397256,1.915271754981423
+9960,0.830215859375,0.0807998583984375,-1.7773238705557957,5.192174457731606,4.795782785731223,0.6444066948244481,-0.5138988476324564,0.6913899411794205,0.8418856749169144
+9961,0.89306109375,0.062666640625,0.456130774711763,4.526399375782477,4.934844931908694,0.3315464089035932,0.1896065584226089,-0.4286549482410307,0.0944867656247551
+9962,0.900520078125,0.088139677734375,4.33788670684391,1.0872699531975158,4.706064318610987,0.2293384522421937,0.2349046570948514,5.694882058522159,-0.9161471719658684
+9963,0.8406490625,0.1092548046875,4.526133753754638,1.7798452688122626,4.3245289188988325,0.3810363692905273,-0.3812745204797174,5.359856309688174,1.9202971025428632
+9964,1.048719375,0.135770224609375,-0.0597903488716563,4.67475318350705,5.707214902858485,-0.261166811337565,-0.4609892020616635,0.3449736978235986,0.9908465836831982
+9965,1.37483015625,0.1278873046875,-0.1927836179779531,4.339153152501969,5.456937975883415,-0.0112382591387716,-0.0695609877981097,-0.3053294422733429,0.999152074771568
+9966,0.781293515625,0.1310564453125,0.8046200713359735,-0.7535581103758153,4.703058028613704,0.1149722191590679,2.8298577628640955,-0.6129685448080417,0.6250496081991431
+9967,0.894717421875,0.1245567578125,1.7326010364516684,4.647845112599008,5.48695322055054,0.328896802708266,-0.1366451062640178,-0.4838122944620051,-0.5473778892937814
+9968,1.778535,0.18887486328125,-0.8195208413383445,6.48941640688092,5.896278877280411,1.10414748698066,0.2271324631943205,0.3036731176537279,1.5451902894792742
+9969,0.8331578125,0.126954755859375,5.358215374844096,1.3819787013487517,4.483355547382192,0.0732234319905463,0.2344514300231571,5.787931287894418,-0.1672679648277905
+9970,0.644660546875,0.1437521484375,-0.0045262873953751,-0.3371417391492988,4.869762435588606,0.2761799567798636,3.3325701484228123,0.7404359100209551,-0.7523013761080645
+9971,0.880056875,0.124076669921875,-0.1272924268060397,5.327829868076202,5.3172448497042,0.726421298280085,-0.1126322544340728,0.5054863217088287,0.8192864099948403
+9972,0.672813984375,0.1103487890625,-0.9322684132945462,5.179220761136059,5.221686081338278,1.637427009509714,0.3615456152101549,0.118132965623615,0.274015722257891
+9973,1.58220234375,0.4493812109375,3.1498833337817267,-0.5142816954669214,4.949693440032347,5.058873305798417,1.086635418439926,0.5945549522815519,2.9601459783813477
+9974,0.984914453125,0.1696980859375,-0.656280599551856,4.731460594043235,5.074039359555307,0.9885033366091828,-0.2479858507715928,-0.1818922664814702,0.0959655325419994
+9975,1.15864734375,0.491372421875,2.556892118733758,2.6719318831316343,4.648082708095752,5.391810620880348,-0.1279618453886787,0.757630135404441,3.330383198929179
+9976,0.93801484375,0.087859443359375,4.731908310008297,1.4104731670434425,5.014708720881519,0.310939707389647,-0.5104518464170614,5.376236038130399,0.2400378824624152
+9977,0.926730546875,0.087905048828125,4.918075925788475,1.48267279726025,5.126082734712294,1.0175432286098942,-0.3077806911216394,5.429561221522878,-0.4221178578190991
+9978,0.786192578125,0.13576421875,4.33129862146588,4.903517568267445,5.616515982375913,0.885520934008414,0.357734298984627,2.2104846809598517,-1.1949656678403715
+9979,1.218071171875,0.131457294921875,3.8346872827464136,4.78663965785264,5.164310234927494,0.439248640306162,0.3366037687102265,-0.8269203987626974,0.9477478471483944
+9980,0.8704653125,0.155479306640625,-0.1043215282239697,4.622063558586725,5.354591342043255,1.174858743084416,0.2464847248429744,0.2338598939944134,-0.3238530649468564
+9981,0.887053828125,0.4373278515625,2.989127448140423,1.7384518243284015,4.608135685180116,5.21470968638097,-0.1473733792467278,0.6791369798800095,3.8082055299870863
+9982,1.138805234375,0.129804033203125,0.8278925655733922,5.046742962140221,5.508594487924426,0.5046982879873019,-0.2455760436423842,-0.0564888524072635,-0.0256131493840408
+9983,0.864569609375,0.0743859912109375,4.089862479782917,1.5393893880368668,4.868375590074228,0.116532788893404,0.202228359723613,5.911177840912044,1.6793853108316756
+9984,0.922586015625,0.1680033984375,-0.144633895736292,4.63323954487718,5.296461499616128,0.1559446507019894,-0.3037620749834315,0.5247581252378029,-0.0924416263816026
+9985,0.9353225,0.1070434375,2.420151918217785,4.693330668509873,5.637618688021236,0.4728667901751668,-0.2125073188062043,-0.4050972959432306,-0.2997421341571056
+9986,1.1237234375,0.455968125,4.07991987746945,0.533579086134265,5.195502138613534,5.485404908580491,-0.8242813710535641,-0.1948684558007161,3.93845820026937
+9987,0.55428625,0.154673369140625,0.052390372810147,4.349534061436912,5.778767576542631,0.2057590541973985,-0.264982064117685,0.0309278989818695,-1.1816782240882768
+9988,0.679879375,0.116556220703125,5.504898636797222,0.3277889003428265,5.036537866078172,0.5977765023549673,-0.1978969242661532,5.667532762227291,-1.9718181599049356
+9989,1.193292265625,0.1165328125,-0.983994252193786,4.357774629249641,5.534940082326544,0.5237205726029409,0.1844936265749211,0.5084000642075743,-0.3816704551837331
+9990,1.026721640625,0.113049228515625,0.4680237194980804,5.218235201951432,5.620228748219537,0.4490013607696312,-0.1896237511016889,0.32591315812435,-0.201833244614755
+9991,0.780683359375,0.142118076171875,0.6773121102182611,0.3778673139179602,4.667510770248493,0.6905066981756096,3.861211374861896,0.0556184925069228,-0.8232208272193065
+9992,0.998079375,0.142182294921875,1.535048953519035,4.169923950413661,5.052976022765062,0.7914105053218793,-0.0858638443973285,-0.0984565233633623,-0.3945719059757916
+9993,0.886332109375,0.0866268359375,1.2029995450673967,4.873808773264852,5.258933323569749,0.3920031422677806,0.0515666282961056,-0.2857669555919152,1.3982541224486629
+9994,0.94605703125,0.136397919921875,0.7310615566765902,3.88409931331302,5.507621981937669,0.1776120510089064,-0.1309421375829379,0.3498675440432919,-1.4791160413712532
+9995,1.180761796875,0.4414448046875,2.437344388591499,1.5260850804419768,4.455113710234496,4.880495049679191,0.3474795077420048,-0.5913428507339779,2.857737269783067
+9996,0.768278515625,0.111862841796875,0.8122363086729583,4.254495530600363,5.008437371194427,1.303261086654712,-0.1302444529578657,0.3441693521040078,-0.6267953893355337
+9997,1.3149640625,0.23358447265625,4.144130280507927,1.3119470804019306,5.340263446505565,1.5986754759477233,-0.2873530232196672,-0.8870775953154042,4.369294041405039
+9998,0.894134609375,0.137300478515625,-0.2261861444813615,0.2468036771513223,4.4302119985313775,0.4578806929091285,2.404284224076486,-0.1129987442914436,0.0692386313753887
+9999,0.826940703125,0.186521875,-0.2435229975045753,0.6063060166565595,4.466969899377792,0.1046865594339563,3.7382597161131454,-0.4414549477160054,0.3783314060508278
diff --git a/hw_3_unsupervised_learning/data/labeled_fc_data.csv b/hw_3_unsupervised_learning/data/labeled_fc_data.csv
new file mode 100644
index 0000000..7515c6c
--- /dev/null
+++ b/hw_3_unsupervised_learning/data/labeled_fc_data.csv
@@ -0,0 +1,10001 @@
+,FSC-A,SSC-A,HLA-DR,CD3,CD45,CD14,CD56,CD19,CD11c,Population
+0,0.722198828125,0.1542323046875,0.4944489233207522,0.5128531377387415,4.057328013568763,1.0192554487508725,4.00727349062489,-1.4069120585788613,0.3844055239564642,Other cells
+1,0.7510734375,0.114617890625,4.671924079038652,0.8220424336666787,4.933149247731494,0.1593876482994187,-0.2164074877057045,6.034845318080897,0.577039181413,B_cells
+2,1.108187578125,0.15001119140625,-0.4228573882839416,4.006352852751507,5.616383884251185,0.5192228391195848,0.7830768231672139,-0.3186682808995732,-0.49383163397813,T_cells
+3,0.5533103125,0.1199287890625,0.3459678644051591,3.3323097908395,5.260935166540064,1.4812294560094643,0.2648456298116956,0.6948834394162822,3.416959980665062,T_cells
+4,0.7748840625,0.0769844287109375,4.984962898246335,0.8855006884549363,4.562367189210982,0.2171165765721812,0.0862791119445414,5.563345027128286,0.4715910282296854,B_cells
+5,0.71137078125,0.150063994140625,4.733173808888967,1.8400150572942569,4.940238507903258,1.3416670006802167,-0.8649462594855643,4.896800108594449,-0.005327319752013,B_cells
+6,0.80913578125,0.096800322265625,5.697169681590799,1.4022693200893288,4.980078569285372,0.1057197875494828,0.1336123060353647,5.767285684206315,0.6315911235212633,B_cells
+7,0.9508325,0.125347080078125,4.483281095987129,0.7334462916418059,4.600168441029412,0.4175409691858767,0.5016234202886622,5.46360744992748,-2.2318654382827154,B_cells
+8,0.84009484375,0.0972101953125,3.9988780975101936,-1.4634350169231258,4.644376309116224,0.3204158692432216,0.0146297910656434,5.122806078782978,-1.7844287555993597,B_cells
+9,0.835190859375,0.10919359375,4.135428834628539,0.2927658883322711,5.254400216991123,-0.1854624367054005,-0.3726600429719392,5.664272725653424,1.3633482012188929,B_cells
+10,0.7061340625,0.17965853515625,-0.1912606170910917,4.439595356779832,5.551211091458241,0.2267912171184986,2.273898531858108,0.0672057306119935,-0.4239606790631097,T_cells
+11,0.70680015625,0.20397771484375,5.839470270892206,0.1307411872511693,5.320924542693835,0.98543615180257,0.0832804731264827,4.951053284682512,1.2572987719667303,B_cells
+12,0.97286578125,0.100367919921875,-0.0286500476780659,4.983819043735365,5.662334082959545,0.1702262297830087,0.6815074804398333,0.4700744354231208,0.7758272341661051,T_cells
+13,0.698862578125,0.097486240234375,0.2988615234613913,5.46003036659314,5.420590565922852,1.3920447740328696,-0.0774450685999754,0.5147109906604058,-0.8295385369504142,T_cells
+14,0.883090390625,0.17084966796875,2.93367025084722,0.4719873044098717,4.658396775317298,1.9874496448843209,-0.1674091604278193,0.1474487681380707,4.881390429793038,Monocytes
+15,1.07945890625,0.14548884765625,1.5753591781280405,4.459081790890738,5.134870564003725,0.4917501755173517,0.2483486740037221,0.0414659378083578,-0.0248803836262519,T_cells
+16,0.97044234375,0.12144943359375,0.4619170073106913,4.742936314210665,5.476911762610939,1.161906658844241,0.6578016581550264,0.1404206308559011,0.7863198348203901,T_cells
+17,0.909909296875,0.206781328125,-0.4386178557581445,0.8745543217023978,4.774439509129093,0.8345675123362192,3.6683142255715775,0.0970989620151095,1.5284360570643742,Other cells
+18,1.0269353125,0.3884073046875,3.722690545339857,1.2101026910176698,5.121879750778425,5.092112776479368,1.3791838273985468,-1.1022760241709295,3.3965705535833584,Monocytes
+19,0.6845315625,0.22436544921875,0.0671095087902355,0.0953459475452874,4.615015298561656,1.0303698150136589,4.033745944334108,0.2146086924739794,0.1990934242020685,Other cells
+20,0.872257109375,0.105961455078125,1.204669725993118,4.996120912999784,5.3700814573730185,1.0397679651055802,0.3733819967876721,0.5457539953198016,-0.2274688847524743,T_cells
+21,0.863472890625,0.096054404296875,-0.2431816465073265,4.6305304728612855,4.911352664574014,-0.0745179526845595,-0.2598410816358699,-0.0475424261434592,-0.6380989369768839,T_cells
+22,0.73848671875,0.1532643359375,0.6907100995148272,4.074258650560913,5.2104195330163074,0.5569593396622661,0.3756582171303663,0.5612869638862057,-0.2503200111858862,T_cells
+23,1.056338046875,0.160224296875,1.9852525374454488,4.286797205352076,5.336416985595513,0.8453693547896194,3.910132141138418,0.0527969916462859,0.406673622690291,Other cells
+24,0.83060265625,0.093900048828125,1.2066721622240266,4.583117076633508,5.607824854549415,0.7056039360484925,-0.4175908813809103,-0.1028091675168886,-0.552098451495632,T_cells
+25,0.76707296875,0.1334796484375,0.5922958203644166,5.269440611750708,5.656197021575991,0.818206045536639,-0.4968794080860566,0.3105157487805077,0.6712620854872385,T_cells
+26,0.915662265625,0.147910244140625,1.0536053168584365,4.766310037168736,5.5935137349011015,0.3679653683727416,0.2811531819243263,-0.4217997621731575,0.546879882101788,T_cells
+27,2.1274375,0.5371887890625,5.950776511139579,4.553465684002124,6.05658007987303,1.576230152781419,0.0488098757679021,5.872551166079804,0.4701912553827613,Monocytes
+28,1.144825234375,0.4418960546875,3.056726066078004,1.231259895537696,3.513311659865963,4.363900089603985,1.0100380614761313,0.3079645604856411,1.5572971408516971,Monocytes
+29,0.85856765625,0.13861349609375,-0.7842033576917444,4.936594764413489,5.128367504467737,0.8854478444595801,-0.4391921416843092,0.3367183885469284,0.9639530400675556,T_cells
+30,0.913611953125,0.146589423828125,1.81311074835684,4.7540029671491,5.217497093600378,0.8522157487070628,0.8112198018089108,0.3394372129926195,-0.0102738253432855,T_cells
+31,0.93822,0.11298203125,1.9003328333488003,4.818046258741693,5.453262072885946,0.3117291852851516,-0.2009797280035111,-0.4384218177690673,-0.7187591697802961,T_cells
+32,1.11302625,0.151324814453125,1.5717037996769323,4.573120674075957,5.479810930393949,0.2304109771242352,0.1947013746692296,-0.1996208232042531,-0.8791595687960976,T_cells
+33,0.71236109375,0.08373375,5.073402260986638,-0.8874166187630592,4.752229238213675,0.2477569179499329,0.0978235992445703,5.547401204974688,1.8905313343598644,B_cells
+34,0.90111,0.1326076953125,1.686415296421466,4.779420129591784,5.7667628371863024,0.8462367177009786,0.1257974294450327,0.5288089163660394,-0.2738647463226936,T_cells
+35,0.911631953125,0.1648510546875,0.6038180725174855,4.425524697622747,5.410530804515011,0.7934000142339355,0.4217807277985514,0.6639289939727582,-0.4982401620862527,T_cells
+36,0.8436546875,0.088573564453125,3.635007988398039,0.7507664370304672,4.729804169211467,0.3151295436965145,0.1321474773566131,5.199414660819943,-0.6952729136103548,B_cells
+37,1.67357921875,0.1700479296875,4.36824051313573,1.442780063270154,5.009893097894592,1.0248584012735316,0.5305287780896661,5.994431446699786,-0.1812114603212562,B_cells
+38,0.994748125,0.0664412646484375,-0.2993434914373363,5.10641610837577,5.2693773921680895,0.1120234530633522,-0.0391810952532512,-0.2090415204977321,-0.94942511438434,T_cells
+39,0.578938515625,0.131484306640625,4.874896756625545,1.2044911094388893,4.847628643101376,0.2557557159356212,0.4664291653944877,5.769982975021921,-1.9712287770025323,B_cells
+40,0.792313203125,0.1705880078125,1.6247210669806849,3.681013336571628,4.382789529381815,0.3992990110917998,0.0333024845927467,-0.1696696691429852,0.4848581902442187,T_cells
+41,0.65672265625,0.127391630859375,0.6004965447485077,4.403900180605321,5.472086810864038,1.386970465332953,-0.2772732395036609,-0.6375836350650388,-0.4937100539480987,T_cells
+42,1.075664765625,0.12802353515625,1.5177490981083486,4.661133230846824,5.656702130341674,0.8185884478221658,0.0223649850234014,0.0540906084777859,1.3301380337934614,T_cells
+43,0.657156171875,0.111628798828125,1.2374768274377117,3.8513384638838297,4.715900706750541,2.134566639792196,1.643267365674873,-0.3799166802635333,2.0950778718121765,Other cells
+44,1.073308671875,0.43525015625,4.142496633870636,0.9877963132461052,4.829511761583245,4.935431342662163,1.173922332348018,0.3139698865699976,3.558193226046229,Monocytes
+45,0.98119421875,0.184603359375,1.0162287183074583,0.5731138271691487,4.659033526594297,0.5873664582728431,4.000969318545137,-0.311878771080558,-0.3038174165446342,Other cells
+46,0.852263515625,0.131770546875,1.54296357808622,4.736005393205039,5.3500254776988605,1.472189479399379,0.1787001740753405,-0.5774729452451106,0.2084708316889565,T_cells
+47,0.920194921875,0.13923640625,2.053516350691996,4.844213839321757,5.369480025077484,0.54873047339384,3.656552119382967,0.4980988604582929,-0.743562945559674,Other cells
+48,1.139924140625,0.10505650390625,4.914005555305372,1.0780831775873303,4.884119091584119,0.052991431361337,0.0139900625373821,6.023077209838768,0.0651685718119868,B_cells
+49,0.84490375,0.097357822265625,-2.5145578550834213,7.564548796076616,5.73919276628588,0.3007712874937527,0.3667993969032052,0.486805871400392,3.090615630634696,T_cells
+50,0.6211776953125,0.104354384765625,1.8694740846438112,5.2720451665622585,5.52039693349369,1.0244149437203065,0.3803426624146341,0.4424229212760715,1.494835432898738,T_cells
+51,0.92038609375,0.05698609375,0.4847072023023543,4.808117446726977,4.9747959541162405,0.1408174668428233,-0.3439318464125577,-0.3068138480902926,-0.662139002481917,T_cells
+52,0.8017659375,0.070802197265625,-1.702533884336531,6.563168765499332,4.806370245159712,0.3032485740139379,-0.1684749242032252,0.0463879360145658,1.8459124802685527,T_cells
+53,0.95369796875,0.165436171875,1.2999759624428229,4.73470963541102,5.548007776736808,0.2279031102563712,2.9320397514296315,-0.555130854344242,-1.1293909146845598,T_cells
+54,1.002583828125,0.1649752734375,0.9958025640713232,-0.269439930384395,4.68330640543529,1.134821700313524,4.1213309632206245,-0.7628588708062076,0.4935145034664941,Other cells
+55,0.712890859375,0.111999052734375,1.4992755401439617,4.844556367758555,5.148506404538626,1.443798013150092,0.5126657601054677,0.3537038179424583,-0.1937387228494409,T_cells
+56,0.6399006640625,0.12335474609375,4.962405205788083,-1.535655946472426,4.039815737947765,0.9500119099151492,-0.3524036329158193,5.331860506319049,1.4111797851451229,B_cells
+57,0.807033203125,0.127216396484375,0.6985990813754243,4.664875470975885,5.399896293233993,0.3658305994765061,-0.5547401502838538,0.4921961979498952,-1.0519255522749402,T_cells
+58,1.026255,0.12108216796875,-1.1980033459120674,4.851922746116881,5.532660430607982,0.7236628593015413,0.0658918934087171,0.194510742965719,-0.0206553743879094,T_cells
+59,1.11730203125,0.157485439453125,-0.1001987797598925,4.909107846907077,5.047529066188063,0.8459989846787708,-0.4444411067649093,0.9308872766179942,0.1109319145863442,T_cells
+60,0.845725546875,0.11343810546875,1.0251728697886116,4.233408217361735,4.907955065982476,0.3166770914242338,0.0032348848258404,0.3999156976691392,0.0928838478495279,T_cells
+61,0.89460875,0.1278891015625,2.999791094636003,5.06327042213952,5.409064629702644,0.5177036425132424,-0.0313021694156258,-0.2878702254702076,1.5807571880365974,T_cells
+62,0.962439296875,0.134976279296875,-0.8170968324667043,4.9113281578825045,5.769540284088969,1.239458025403287,-0.1828629308768308,0.3673633873179717,-0.2854646811826042,T_cells
+63,0.76455109375,0.1143064453125,-0.0269627909522358,4.967246390761224,4.969003534664218,0.6282734639787768,-0.0908675314289824,-0.0193953313478774,-0.4798353203118997,T_cells
+64,1.43607,0.2144214453125,4.661177743647906,1.722971124126066,4.310413502806871,0.8292054186742365,0.0740091808706157,5.877339103693625,2.255539382916189,B_cells
+65,0.865719453125,0.126102001953125,-0.6817021749250617,4.483374535381254,5.3546172109945145,0.2419525993756604,-0.1096003837916546,0.376611444554628,-1.248639978194715,T_cells
+66,0.90089671875,0.15589216796875,-0.1322307990758552,5.207200141053161,5.476023249780895,0.9331026267386118,0.0906309213805019,-0.0438326400148516,0.4692842298292315,T_cells
+67,1.019003046875,0.16568640625,1.75011612149218,4.19921865051825,5.294070152399264,0.1060730123702942,3.4508591540237075,0.7242540891169437,0.751418468384942,Other cells
+68,1.01051703125,0.1729758203125,1.6340948222117342,4.1916921826772855,5.527933180024222,1.0092816139466747,0.214510996743032,-0.4935531369768244,-0.9473019878723776,T_cells
+69,1.25053,0.345760234375,2.579957098898117,0.571224533489175,4.6356425707898,5.3521205396634,2.228744321966089,0.5497156819582306,2.8424146765370564,Monocytes
+70,0.810589609375,0.091349619140625,0.8920080916512788,4.897490903464364,4.996948584080916,0.2179100421519244,0.4304295699255939,-0.6526581631469257,0.5809055644382093,T_cells
+71,0.8329578125,0.11197265625,0.7552932208626163,4.705548845088082,5.177828432696029,0.8405426654142738,0.3828120315546354,0.3798435504388503,-1.07256542368727,T_cells
+72,1.244113359375,0.375982421875,3.5796518488117983,-1.0996973343191354,4.669152262862123,4.886327019092054,0.1209915936340261,-0.1867971216036378,2.8307564836495955,Monocytes
+73,1.220781015625,0.5150297265625,3.465559544243503,-0.2397251283721006,4.733735518984839,5.284105819004832,-0.8015091925073793,-0.579564562735557,3.688330382471407,Monocytes
+74,0.780887265625,0.0782254345703125,5.231512692264149,1.7328202721248325,4.771234507142625,0.1421019014804374,-0.3269630920330296,4.871709758050538,0.6469203754462436,B_cells
+75,0.432122578125,0.13357025390625,4.731926629897287,-0.3634901297851506,4.744717935355816,1.2280903124276037,0.5612528899993218,6.118013196720961,1.017587092959645,B_cells
+76,0.833905234375,0.09322853515625,4.61710608684901,1.4134506809073784,5.107640603681731,-0.0152650462463897,0.0606360768726211,5.5995340634168365,0.4585714904806542,B_cells
+77,3.705053125,0.4578772265625,-2.4820508592528303,8.289766668865987,6.584815860992596,2.263247356453153,-0.0840649234614718,1.097274621026478,3.664888441795262,Monocytes
+78,0.77015703125,0.1691555859375,4.677426829094792,0.7897806589043128,5.293340545764426,1.1879682262274225,0.067064774655845,6.174022261704111,-0.2840964874835437,B_cells
+79,1.183844765625,0.16931341796875,1.5528112698271594,4.365696120122113,5.575810306710327,0.7395894929606093,3.613654737265551,1.2017125459233078,1.095447654190869,Other cells
+80,0.9700925,0.085035966796875,5.016751352713463,2.03449584409765,5.013897426824686,0.228917593470448,0.1484164112500317,5.575108534440899,1.8625557242474609,B_cells
+81,0.742510078125,0.080804658203125,3.827096372779335,-1.8453995191928008,5.059038202613393,-0.2312251601245291,-0.0531233533837893,5.526822798281372,1.780121266436017,B_cells
+82,0.9590509375,0.1662708984375,0.5511811755574957,0.0190120117970913,4.941706440349318,0.2755353582811866,2.061496171840446,-0.0059925804692456,-0.1562703520943522,Other cells
+83,0.728929296875,0.123270732421875,5.21923779773068,2.271479722201774,4.997123445872831,1.1674902717981313,-0.7838165066384691,5.615550869100382,0.8566099781308512,B_cells
+84,1.141818671875,0.10560859375,0.3418689839434852,3.833078146180163,4.924135108551196,0.9134693543633576,-0.0831283872650137,0.2552598829636723,0.217133078356488,T_cells
+85,1.165986796875,0.142885615234375,0.2808782081356428,5.540229999249036,5.52657207664778,0.6677092474424102,-0.1125867887830657,-0.0595919857239459,-0.3151446247844386,T_cells
+86,0.87022359375,0.127315400390625,-0.421637839049622,4.955452466249448,5.4975551121145765,0.2868816011038195,0.1789812787153362,0.601126846042408,-0.6617377605092375,T_cells
+87,0.913012265625,0.1093376171875,-0.2096119551344986,4.265662918765129,5.044168441253427,0.3743687803052112,-0.2860017290544531,-0.4889848515693749,0.4955877984104082,T_cells
+88,0.783258828125,0.107098046875,0.5326978348156617,5.134863781638002,5.162241918825958,0.6533018822885883,-0.0676044062592009,0.3642847457540286,0.2858006448854976,T_cells
+89,0.731168046875,0.124605966796875,0.5911403281678742,5.331319925106707,5.433331285862247,0.7539488229813123,0.306689618424762,-0.1952631176002974,0.1972003284354978,T_cells
+90,0.9500375,0.2630501171875,4.765660735029717,2.367019424018554,4.365422156285515,0.9149527984384028,3.448990164298568,-0.0941277543922293,4.226666088031973,Other cells
+91,0.785953203125,0.1427871875,0.1043892316694773,4.015026067155697,4.825783969015417,1.1307794238424205,2.8505157139392447,0.0238721124295356,0.8449474958735113,Other cells
+92,1.065948125,0.150018994140625,0.7097300814183649,4.620979983457994,5.280229793504349,0.5875349488204562,2.4589528067493114,0.1979571029724295,-1.2007554287192137,T_cells
+93,0.8185865625,0.11129994140625,5.587828238073296,2.588030624466647,5.280563452692759,0.4844630209466768,0.2520013440438385,6.0154788694067935,-1.7436837919451191,B_cells
+94,0.997320859375,0.12969240234375,-0.4526101056506605,5.582592541827188,5.822994272638486,0.9213642200764436,-0.4211285284369034,0.1385184058135194,1.225605384442258,T_cells
+95,0.955549609375,0.083641337890625,4.61080252004182,2.166310456765029,5.248171527707973,0.1736159933604062,-0.3040304219077995,5.6749959349988846,0.9108161986978908,B_cells
+96,1.2007928125,0.131996796875,0.5355120957753629,4.357349633409401,5.691158741930753,0.5768651604405994,-0.427750406451774,0.4421934914188712,0.4661482296218059,T_cells
+97,0.89994125,0.27070294921875,3.583942408406969,1.2995022722702352,4.944055199215129,2.5338006983545336,-0.8164891964725347,0.4111775502599719,4.651342857386471,Monocytes
+98,0.793336484375,0.082896015625,5.492267538668756,2.149000201582335,4.885762657258572,0.4118697620365104,-0.4051139553666357,5.146642341639796,1.366781690037637,B_cells
+99,0.814093515625,0.156281640625,-0.2850829703303452,0.3929422497043177,4.62495847216587,-0.047155516312294,4.236446928230436,0.9083084912586916,-0.5924993667315647,Other cells
+100,0.671953515625,0.162125419921875,-0.2810980694489204,4.482847895515856,5.37775804396689,0.3978603798289954,2.342454820281372,0.0488472209887655,0.7475461556132803,T_cells
+101,0.94002765625,0.14697408203125,1.1571666807103638,4.823942091387355,5.48062820042338,0.464366920155702,2.896193446996973,-0.3300762245526307,-1.1105652414854152,T_cells
+102,0.8874425,0.133729873046875,0.63673060090187,5.119289243259317,5.667952971185132,0.4305819877406319,-0.3245051820853717,-0.1299850121081736,-0.4367459315970865,T_cells
+103,0.99790421875,0.1352925390625,0.7176824723961909,0.655677289048814,4.724738144356047,1.05170438950098,3.512015208808612,-0.4669185310972353,0.2046253389478417,Other cells
+104,0.84015140625,0.0710254345703125,4.61554305921684,0.0495766673531063,4.861050278653854,-0.2027272001972473,0.0779043067274208,5.470217360670977,-0.0648514069592012,B_cells
+105,0.90902890625,0.18405125,1.6002966658956428,4.752518509873927,5.415912367288935,1.0089618909428335,4.002855477547943,-1.3768475399868532,0.6203488453662721,Other cells
+106,0.72665171875,0.1464237890625,1.531020900019208,4.633173352297794,5.509023488476047,0.7453592896902359,2.7151864184194685,0.5066320909590403,-0.983212499217319,T_cells
+107,0.86132296875,0.147309541015625,0.5859795418360506,-0.694041770412455,4.404888747818074,-0.0012079028284509,3.4349124419359938,-0.8194548555483749,-0.1052320686387122,Other cells
+108,1.195298828125,0.113028828125,-1.261782016370598,4.707266408325003,4.880475440025998,0.1424004377534857,0.1571936647609904,-0.2272577011806394,-0.0413446663932359,T_cells
+109,0.882363515625,0.085671474609375,5.862970297467885,0.9511694412231224,5.017204403850705,0.7182517062079952,-0.1668612310746647,5.625131837108484,0.7974014877388729,B_cells
+110,1.564609375,0.4303323828125,4.178870083928354,1.6225207659553258,5.033370096543012,5.599776714531382,0.2461189642170716,-0.5781954101603127,3.820731326035055,Monocytes
+111,0.71746828125,0.2619878515625,1.3354649456773953,0.5609261797866776,4.321136143797884,1.3686816337040038,0.0062390879278115,4.205590888314558,-0.5399667673328568,B_cells
+112,0.825954921875,0.066084208984375,1.2942485284721763,4.625612719433105,5.144606467790522,1.154542583728803,0.0779390234286363,-0.3264846324004753,-1.1816514394976143,T_cells
+113,0.675623203125,0.13806201171875,-0.6785474124891615,-0.7149073331093322,3.880080494092407,0.307481491993734,4.320947474086935,-1.4545452988996843,0.3430607924330698,Other cells
+114,1.130633203125,0.138300244140625,2.149147296315276,4.288846939326669,5.26051993788615,0.3348899524540065,0.296085438285533,0.0980409850996527,0.4834883900499103,T_cells
+115,0.8797234375,0.140703037109375,-0.5273310752755276,5.044091858381236,5.672633402260601,0.9742409524613532,-0.6328722339106408,0.2912295557271749,-0.1381838687568125,T_cells
+116,1.0593365625,0.081773828125,0.6135202024428114,4.310374859692511,5.325835811837007,1.3826917474688758,0.2393844340538854,0.2862197026687528,0.1280523397136888,T_cells
+117,1.04012828125,0.124969619140625,0.6733792827114052,4.55012204992407,5.681300735674918,-0.0654784424311892,0.0280723701040086,0.6469059638863661,-1.092744190373053,T_cells
+118,1.305078203125,0.5428941015625,3.2153232004807992,1.8302367174449368,4.902745446410516,5.278240321809377,0.1851696124288211,0.9770133232412648,4.1533773820621,Monocytes
+119,0.71911828125,0.1565780859375,5.408520733214237,2.0641340464545506,5.031393965943587,0.0409706250260682,-0.5498308924834614,5.66052237137164,1.9857078527233667,B_cells
+120,1.0695115625,0.155326875,1.2401103770684554,4.865697155426424,5.666677573671796,0.6016617457765925,-0.1141115192318065,1.010593068617143,0.2430459247361731,T_cells
+121,0.822926796875,0.115195791015625,1.0465241511323766,4.50810437384541,5.63794466014724,0.2733435105729435,0.0064305716238054,-0.2306205197088206,-0.7548831445422411,T_cells
+122,1.00796328125,0.13051154296875,2.452697845172379,5.394836907323194,5.728718730931571,0.6516688211117534,0.1842611785768614,-0.3584281552157414,-0.6650425024858718,T_cells
+123,0.976041484375,0.139502236328125,0.6358687905336485,5.111065698892026,5.4405756250465815,0.9891608297144888,-0.2756701770423398,-0.5638114431679788,1.1952060766988264,T_cells
+124,0.794868203125,0.1697112890625,1.2020671750425145,4.568108589108563,5.436328030471157,0.3334836138704811,-0.0265735725687481,-0.3350767487462455,-0.0404983679124433,T_cells
+125,0.6238751171875,0.111694208984375,1.82811085425266,4.849817873464125,5.497013513798241,0.9626428776640268,0.2213131279934084,0.5617013720499509,-1.151671672605191,T_cells
+126,0.804335390625,0.0817228125,5.332274095960003,-0.2270112439549697,4.99058678059022,0.4660291032816699,0.3888272696294237,5.512398933977642,1.0548069094182415,B_cells
+127,1.5741878125,0.561447734375,2.7441118963365305,2.087167685808748,5.166626339405953,5.552064326043452,0.3636758417397862,0.3520209176186092,4.459337377502533,Monocytes
+128,0.99758484375,0.1560187890625,0.0385453822178409,4.326329510875032,5.3068188025137095,0.8973448503411174,4.23803215811918,-0.3593732666930109,-1.5320368330014382,Other cells
+129,1.15366953125,0.147899443359375,0.7861487135585756,4.992613528056845,5.667797621262117,0.3963910580382709,0.0073092965672918,-0.1768137230578128,0.1705941865825553,T_cells
+130,0.896359609375,0.20785623046875,-0.3712905304764053,4.348888951238947,5.538038165395662,0.9391420229185086,-0.0868106627072243,-0.2756298562475114,0.5759005626453074,T_cells
+131,1.1835759375,0.16902896484375,2.604784384612092,4.71301555993782,5.58531141018702,2.014742373468276,0.4071396382231586,-0.0965994925687946,0.0648360268046384,T_cells
+132,0.734373828125,0.136474140625,4.3003107495369415,1.7194472296859902,5.276151108100569,0.2054614679076277,0.0311755959644661,5.208619203519329,-1.519183406034048,B_cells
+133,0.84146328125,0.126748916015625,1.3269477909617486,4.2115847517584255,5.489298040260537,0.423815182024668,-0.0414296409885826,0.0335141389183467,-1.8043157391059523,T_cells
+134,1.004317734375,0.137617919921875,0.5657468516087744,-0.0866755597872763,4.15765458386579,0.5829103056812046,4.275908568381014,-0.5549728825176414,1.0560109024641235,Other cells
+135,0.71046796875,0.09840859375,5.270654979378877,2.297366682583526,4.851602419097563,0.2628633824704229,-0.1869148873925613,5.123425258081612,2.3642926190009863,B_cells
+136,0.693115078125,0.19454443359375,1.14659129971851,4.590179401566415,5.4416825314866974,1.376865291886416,-0.079204500230557,0.5753114668394418,0.7014007874473285,T_cells
+137,0.974316640625,0.131516103515625,1.2407467485448822,4.603609225119987,5.441483438761606,0.063546753112895,-0.4556461160075905,-0.0206180890629555,-1.0226505636931391,T_cells
+138,0.912260859375,0.119898173828125,0.3704753458790284,4.976369432763289,5.588432617067246,0.7292588186912254,-0.0400329833027078,0.5320090399083437,0.9242361840876104,T_cells
+139,1.299104296875,0.3958898828125,3.2957722665237568,2.039451565956607,5.159725991497502,5.492725281969657,1.5687909863478349,1.459126971685508,4.1627018798290045,Monocytes
+140,0.678904921875,0.118058271484375,-0.0765534656137265,4.755406766807988,5.083275383696377,0.8319963065266642,-0.0484614844982683,-0.0235972361438287,0.0861997269208135,T_cells
+141,1.08407625,0.161006826171875,1.2559294758645947,4.068109721453116,5.041146619857607,1.9614801615890871,0.3131244165766009,0.5451363937695108,1.1427026188108411,T_cells
+142,0.890353125,0.13354384765625,-0.0936789028245285,4.491541347938971,5.2935124909443525,0.8707092656092688,-0.5430332100075406,0.3832823319914651,0.0282564589747578,T_cells
+143,0.86040703125,0.1374444921875,-0.0636880028399331,4.002321905328596,4.798285505563397,0.8557798205667599,2.298926799867589,0.5113667460233053,-0.2260892206167076,Other cells
+144,0.75399421875,0.13023369140625,-0.7341599837683632,5.265639530740406,5.28416579708473,1.2608072846732672,0.1343316452190584,0.1855308913478101,-0.5011402045282763,T_cells
+145,1.88062234375,0.18400326171875,2.4428033339887896,6.889715838143612,5.8180470700158535,0.9480549003876002,0.2266155670144405,-0.8852629077062426,2.4665860402141635,T_cells
+146,1.240163828125,0.06958939453125,2.9621072473552394,4.307352804143092,4.427787804629888,0.7815395352203667,-0.3459831187066788,-0.40969281081093,1.2183661834243709,T_cells
+147,0.684158828125,0.176186953125,1.5949365344021142,4.588221369120547,5.301959195259542,0.9979043761825636,0.1366791816973358,0.3068564147648774,0.9649388734572144,T_cells
+148,0.863331953125,0.088398330078125,0.8025752141194549,4.376248528460589,5.051350932105609,0.6504420481079454,-0.2916990620934303,0.0832407199818656,0.9996635219031398,T_cells
+149,0.80539828125,0.12303189453125,4.994303776661099,-0.5078481244670523,4.650782021832814,0.3009289144907563,0.3613094356710066,5.445671152300903,-1.5957357316108878,B_cells
+150,0.807563046875,0.126058798828125,0.6611283252060649,4.297474936213439,4.956489671934529,0.8583231904879369,-0.1636675553059959,-0.3005291264578898,0.9492773288602534,T_cells
+151,0.800000078125,0.077807763671875,0.8579556574268483,5.160720961491218,5.263606456109014,0.9710833431532044,0.354448844286428,-0.2153570201594728,0.7238323871443805,T_cells
+152,0.88793296875,0.11079765625,0.937783528216068,4.709375358315218,5.183244076825912,0.5849286249283163,0.0757492527158864,-0.0662753898534647,0.1506354179444153,T_cells
+153,0.717439765625,0.0661046142578125,5.6880609756526646,0.7204240065342354,4.720735698285786,0.8477854390305817,-0.1227456888409703,5.476229412365212,0.8001024665509201,B_cells
+154,0.956133828125,0.147879638671875,1.5502161729393988,5.341083080821716,5.839419295429354,0.2059891880365012,-0.3122317143853524,0.4395587652521628,-0.7814582298492947,T_cells
+155,0.674451015625,0.10063556640625,1.033392238626253,5.202402915466693,5.515757175520709,1.489753130865498,-0.5141964686603978,0.0893894467276768,0.2523985246428478,T_cells
+156,0.8157040625,0.18286666015625,-0.3891886732124043,3.971134834592529,5.086824514096705,-0.1475668701936918,-0.3264179084057738,0.2545040717949649,-0.9273543529376868,T_cells
+157,1.244058515625,0.435161015625,3.96013525706123,1.2103012481681226,4.792634083809891,5.15715693555387,1.689848195400279,-0.4272750362221889,3.545926040981223,Monocytes
+158,1.08414296875,0.12959818359375,4.403187321315889,-0.126433932416658,5.08084292217622,0.6827404124641634,-0.622073040689603,5.042175357589632,-0.7367339023367425,B_cells
+159,0.861886171875,0.10533134765625,1.473519416730555,4.960788762891545,5.519604918320602,0.9951862773639254,0.1286128477254653,1.1005496290452106,-0.3068240785914103,T_cells
+160,1.21803796875,0.340958125,4.453730937143826,-1.1095176330086505,4.902251050043304,5.025591248642074,1.343477380621804,0.224779518196822,2.923908188843208,Monocytes
+161,0.6900303125,0.153341142578125,-0.8617370523257599,4.336560246513416,5.294861781030606,0.4566764971018398,-0.3780564592500886,0.5977562533790499,0.3829153648927869,T_cells
+162,0.708811015625,0.116708642578125,0.9429654579542152,4.837145676676994,5.113062070176197,0.6240549058870892,0.4341570617150155,-0.3339608198343099,-0.1667953945660123,T_cells
+163,0.763683515625,0.1311428515625,0.2814214794710412,5.208233729250677,5.555069274007844,0.5566355107410408,-0.265415402403411,0.0590991482206007,0.4869809686576427,T_cells
+164,0.94435421875,0.433492734375,3.5698529678855286,1.0823408373419985,4.847607009878544,5.014936757489847,1.4097861741109503,-1.1171256458095706,3.2532328669971866,Monocytes
+165,0.972014921875,0.134785458984375,0.8280561686007072,4.158235452537085,5.511456115174875,0.5963178423796306,-0.2660650761081754,-0.0250474740896046,-0.6709749770843213,T_cells
+166,0.84716,0.142838798828125,1.7737130331409017,4.514820725552965,5.415108013910378,1.6088058423139748,-0.0673687733261072,2.0042953623030946,1.13617418315277,T_cells
+167,1.277939609375,0.73780109375,3.884331483544168,-1.870980637484148,4.646165005087867,5.48683439064894,1.086850687003445,-1.313298893351887,3.5950735727752203,Monocytes
+168,0.8671871875,0.159454375,2.076275049055255,4.399192281399046,5.518414445045768,0.4590965068083593,0.00418908693381,-0.3861085783065096,0.4924759837151726,T_cells
+169,0.889118671875,0.136511943359375,0.7789866891674526,0.5140323104997272,4.868221438968892,1.0981253117739045,3.473205765107785,0.2950499729719227,1.220053720809399,Other cells
+170,1.27012921875,0.4173501953125,3.312207440804676,-0.4878251294256133,5.3010188965593255,5.942638714288711,0.0863252679746134,0.4094746282018949,4.144056101554155,Monocytes
+171,0.863936484375,0.125544521484375,0.0774022169073976,4.6906315126370375,5.516659691768356,1.1087651998928785,-0.3216765223991032,-0.0456710429084576,0.4329005901180702,T_cells
+172,0.911526796875,0.491992578125,3.454642591930384,1.855086443376793,4.835423184578669,5.274416266646862,2.310508095234778,-0.7569001503160231,3.51250857686934,Monocytes
+173,0.710261328125,0.14392318359375,4.848935963826952,0.2644093249352621,5.28680203558048,0.8301429332371242,0.4673306561872148,5.79155496086816,-1.2750255108611024,B_cells
+174,0.7930875,0.076537353515625,-0.484245665694205,5.1572776612993865,5.171964961724183,1.0588232075804995,-0.1544999075691066,0.8218449500979073,-1.4426102677304902,T_cells
+175,0.78692703125,0.0871087109375,-0.3658053564447824,4.69745194456345,5.170340019544925,0.1532754044455884,-0.4134156789748889,-0.1144564799303271,0.8721150254796881,T_cells
+176,0.88587296875,0.12032244140625,1.1536494506403487,5.282608587451279,5.245758961306611,0.4134736161725111,-0.1436573053657012,-0.1117031330685013,0.2638212860658869,T_cells
+177,0.989495625,0.5329326953125,2.2776159187709064,0.7910304877280105,4.702584444389649,5.164988516351502,-0.5034335714832139,0.6594805563296208,3.428683183466343,Monocytes
+178,0.77212171875,0.17528080078125,-0.1777863010778202,5.118625043447148,5.598322385480751,1.1941967600659051,0.1230254408475986,0.3082706758093845,-0.0199199636244685,T_cells
+179,0.3999357421875,0.100033662109375,0.3712666705129366,2.574870091595661,2.3837608313420824,4.541154039254948,-0.4080152125996721,0.2187516321108074,3.3565705653369053,Monocytes
+180,1.8481259375,0.28981125,4.8872662517046335,1.8513048227630884,5.715101869768382,1.7210043586499704,0.3225912278690634,6.47748982735239,-0.7215383889912084,B_cells
+181,0.772877421875,0.096005791015625,0.6453505850602604,5.195238628069046,5.387695291352286,0.2152634799060899,0.2417423545602654,-0.2884305412566142,0.2787071594880451,T_cells
+182,0.54452296875,0.113721337890625,0.8067581535629007,4.711177378884141,5.4384201991419205,1.0781425721056666,-0.2787986090362682,-0.7373839730879226,-0.0889072698222596,T_cells
+183,1.08352,0.16439138671875,3.577398676883543,2.1582236748866537,5.632479053886873,0.887600541634121,0.0923841324254899,5.879277283846517,1.5996821585855974,B_cells
+184,0.933126875,0.10447740234375,4.803184841713897,0.5298404611760175,5.120142032092351,0.146260183957213,0.612362245214998,5.575301586570806,1.4783829929963386,B_cells
+185,0.79148828125,0.17657703125,1.115073976789763,4.924023701970415,5.158592454901968,0.0232420282968463,0.1094597673494611,-0.3830195301478563,-0.5220153309193795,T_cells
+186,1.283622265625,0.123190927734375,1.5312737056701904,5.2922735096152005,5.648471296484217,0.6084917613789167,-0.1829874618523096,-0.1125471651917882,0.2995719106114762,T_cells
+187,0.6391346875,0.1160065234375,1.7083738847081238,4.906710109402476,5.467577785475084,0.4402561395061009,-0.1013315729423701,-0.2740050254822775,-0.8849345324352904,T_cells
+188,0.7004525,0.11078205078125,5.1525224991533625,1.7517692342016942,4.988042610331215,1.5312406825232654,0.6363826514864901,5.28896443403059,1.935882042914986,B_cells
+189,0.8276228125,0.134839462890625,1.3754422615886337,4.797994069558797,5.822424022555032,0.5291970447082387,0.1435052747279413,1.1472117688985313,-0.2014180173612632,T_cells
+190,0.92294921875,0.0995619921875,0.3793946683509164,4.994828000567018,5.328239303794497,0.9630321279569928,0.1462719292252976,-0.2758822398101166,-0.5398853827130068,T_cells
+191,1.040419296875,0.11614515625,0.4377734750063823,4.69991496647836,5.715592851220186,0.3667894088288525,-0.2664776536568541,-0.1920970524078142,1.4796498389948016,T_cells
+192,1.11723515625,0.11380056640625,-0.6227920308037174,4.812885870979031,5.352700979914826,0.3374783364668715,-0.151400638592544,1.0269708610601116,-0.2284613029955877,T_cells
+193,1.39015421875,0.124460732421875,0.6998980342898634,4.654940838089683,5.443751731898146,0.679473005095687,-0.0893545913938766,0.2198294945554537,-0.4729617336879119,T_cells
+194,1.13606015625,0.3659796484375,3.7775313858630537,0.5420890907934501,4.995408186102304,5.2235870966651845,1.3918124489580124,0.8339843091842166,3.037901387530296,Monocytes
+195,0.69676859375,0.16346244140625,0.0760624964599199,0.7627861214503054,4.585546508259392,0.6633443076753383,3.150893817743836,-0.1207383782388071,-0.3311640088171827,Other cells
+196,0.866622890625,0.13139609375,-0.1423537818089746,4.474436478233426,5.470946276687165,0.8680902477367902,0.2011761605661352,0.2890442682255847,-0.908392306375092,T_cells
+197,0.825630546875,0.11824970703125,-0.9109448644797764,7.179071230226319,5.227020763125735,0.8932938668808735,-0.1885913865885722,0.0504721242872033,2.33705279526271,T_cells
+198,0.7633234375,0.08407640625,-0.3347581385893342,4.0384628144862695,5.192268471635655,1.4212840581430022,0.0440666945531503,-0.4838905965530966,0.1300859115510612,T_cells
+199,0.6014026953125,0.1320844140625,-0.3881927212681143,4.681744771973128,5.70754861006061,0.6498706195667815,0.256631398205441,0.3202847662932878,1.1867030827384897,T_cells
+200,0.969759609375,0.5953899609375,0.7715235450156771,1.7099045561041522,4.68868100394558,4.987049327902597,-0.346975623212137,0.2816124696847762,3.648602141731838,Monocytes
+201,0.944208671875,0.0765613525390625,0.6785798392085952,5.038110843534523,5.371809374252696,1.4157077241546088,0.1966435664271643,-0.1576558267894801,-0.4572016709529076,T_cells
+202,1.060544765625,0.119450498046875,3.9290929527793215,3.899161787468018,5.290571012841625,0.7191060393503366,0.1110483384672945,-0.5747570503478727,0.6300249076659207,T_cells
+203,0.871621171875,0.0760884765625,5.871721689039099,-0.5119688749858562,4.695304000772923,0.3399780308812853,-0.4621750583778358,5.317126498355777,1.6012602294442748,B_cells
+204,1.023330625,0.3656988671875,3.903025325610896,-0.4057845289962992,5.405278842165735,2.357435741845472,0.0068711816994327,0.5615001526585311,4.189827528740277,Monocytes
+205,0.82096765625,0.13388470703125,1.3919676820254254,5.408759234264905,5.469690129382324,0.9216670023441248,-0.2158668268612962,0.2264233950208516,-1.0170897389219855,T_cells
+206,1.054309375,0.140064541015625,-0.3826739659614344,4.779743216482679,5.664886848056035,0.234710066697702,0.4522558153420473,0.0063950220748371,-1.766631359948029,T_cells
+207,1.257535,0.3578336328125,4.323165011028101,0.2582862759002423,5.065025963653387,5.382131511754788,-0.1472606019101923,-0.6487034744262369,3.429454317346283,Monocytes
+208,0.90053328125,0.05415662109375,1.1543937931251098,4.964951472217319,4.849520650317242,0.8312323161165238,-0.2335250614855089,-0.3295876213406722,-1.0523201456853273,T_cells
+209,0.79761375,0.129997861328125,0.146742931486111,0.1233316081590776,4.974064483249414,0.4610110139382349,3.2275871685888147,0.3119265617583741,0.4551644932609199,Other cells
+210,0.94923828125,0.089528916015625,-0.186810008133708,3.938930737136261,5.103756802545224,0.5863419767871348,-0.4743054859437295,0.2128765644384718,-0.2006547881357389,T_cells
+211,0.969677734375,0.15872224609375,-0.778095261175326,4.752867656158649,5.53883229210293,0.6236164662671688,-0.5691175157272648,-0.2727370975460328,-0.1968790975248737,T_cells
+212,1.173966640625,0.116344990234375,1.0151847719487783,5.094515518740971,5.61573368009936,0.4398994139783812,0.2679553055075349,0.7585161610748532,-0.4562064345182051,T_cells
+213,0.779066171875,0.1134837109375,-0.9434556136373922,0.97894464180392,4.040248926151677,0.3273802457100401,5.38875424395159,-1.3171686839601573,2.113790101574382,Other cells
+214,0.970235546875,0.126087607421875,-0.9840424154129472,4.483227195289503,5.169292577970047,1.0172779809627583,-0.7287451110096509,0.2962401696757925,0.4550302115333126,T_cells
+215,0.72600203125,0.21500869140625,1.0144842023918068,4.533955056228392,5.353038821892908,1.230117855402521,0.1084227101628933,0.3773125913588661,-0.73583874742244,T_cells
+216,1.192823828125,0.3902070703125,3.0838891109397872,0.4752068091509823,4.57634625788839,5.037908611932474,0.3073299248992024,-0.2846934327515937,2.554080047840416,Monocytes
+217,0.93594765625,0.12607140625,0.9050211573128388,4.537333133428176,5.434301661932022,1.1046334011312904,-0.1074895069993861,0.1361769050363798,-0.6821621126064932,T_cells
+218,0.813128203125,0.092768857421875,1.2684663440971455,5.554127096071424,5.21477459854482,0.8413661530795986,0.6030861444252976,-0.6087481459391195,-0.2051330243948111,T_cells
+219,1.06176671875,0.112454541015625,-0.3585744263954505,4.806782434942259,5.503967231949267,-0.1619429879467138,-0.2350535552027946,0.5872489517239828,-1.0090289290344605,T_cells
+220,0.3072395703125,0.0737366845703125,0.5999239638298051,5.24390236279936,5.273031500736263,1.1200575387486496,-0.2169171211979242,0.2642100227999559,0.8300527460104112,T_cells
+221,0.854794609375,0.139738076171875,1.0110123968242926,5.66251427757608,5.59352964630567,0.8171250976691646,-0.2232261108477272,0.2427615522707472,1.2419802068337498,T_cells
+222,1.037476015625,0.10578982421875,1.2256633732488849,4.834986518724379,5.406151400913196,0.2355314996405159,0.0375035240025688,-0.4955808427190714,-0.3942428286468745,T_cells
+223,1.094106015625,0.16823322265625,0.4330161234132354,4.217895741459899,5.524954175445986,0.8291723024022584,3.315889447970488,0.8820688661735523,-1.0478097698413968,Other cells
+224,0.6824928125,0.086033935546875,4.959083808333397,-0.0650376779631554,4.769292622756285,0.1731294689657869,0.4409692627770712,5.540243415397569,-0.6526564355260648,B_cells
+225,0.8633271875,0.1407282421875,5.465393560164696,1.8327296450959047,5.6413632296821765,1.268470097935093,0.2803456566640533,6.59792560219064,1.830219251596167,B_cells
+226,0.957566796875,0.229545,-0.3976653917922711,0.2411939237194591,4.437346061821619,0.1698910347944553,3.953017251714353,1.3117166519437895,1.3463480144020483,Other cells
+227,0.949101171875,0.135686806640625,1.2173151860726783,4.837113420289465,5.517224783942841,0.0969133907379669,-0.0835412511245616,0.490288831519426,-0.4415159949273464,T_cells
+228,0.9388265625,0.091223603515625,4.778881439972276,2.5125717775217176,4.622158365027853,0.6727359074451243,-0.2132287115731557,5.600650510399137,1.664640844350762,B_cells
+229,0.734100625,0.1054345703125,-0.0935081596427695,4.670727630367649,5.482833561853513,0.0598334603545138,-0.3035680059877897,-0.5261374157079627,-1.0442307047616957,T_cells
+230,0.850211796875,0.09752224609375,4.979919147002638,1.7871694446678776,5.226083845083443,0.5039746500676833,0.5772190319662552,5.821734131120629,-0.004785847887078,B_cells
+231,1.015042421875,0.12161326171875,2.531456579730585,4.8475604815458455,5.307799305786877,0.5114547967629389,0.5466408527233354,-0.1658804451713191,-0.7715763047743877,T_cells
+232,0.82441671875,0.155100048828125,1.08644201847449,4.577749201952432,5.245520556671027,0.4839155546088791,-0.0792064378284497,-0.2392164710386993,0.285010911784565,T_cells
+233,1.11005015625,0.096977958984375,0.1703937565635633,4.719234301350034,5.18870165100358,0.747437262699426,-0.1901316448829599,0.358522204104478,-1.1888677488243309,T_cells
+234,0.9766834375,0.110809658203125,0.7605664536677714,4.897244968843403,5.558958946792064,0.3120510855509211,-0.3228753925340982,0.62353715108184,0.2442041939905403,T_cells
+235,1.18080203125,0.144236435546875,0.7517416064060168,4.740521215585115,5.2009119287404895,0.9327702771898618,-0.1556630526988163,0.0603781816331698,-0.5318320466996076,T_cells
+236,1.42649234375,0.372638125,3.751643239502272,1.8789930907178096,5.291654051142996,5.509461523070171,-0.2922512928870245,-0.1656553940271594,4.4461746095702175,Monocytes
+237,0.720349296875,0.0501587548828125,0.792906924367612,3.72566313966852,4.742061179620453,0.2960016067513254,-0.1865734797017451,-0.1407980577572428,-0.4102232481781918,T_cells
+238,0.66616875,0.094646572265625,-0.9632550535835824,4.73025040631563,4.732051834230906,0.8348223253950848,0.0313136043688553,0.3273882274045873,0.9063156173056988,T_cells
+239,1.01207671875,0.092183759765625,1.2824023937531177,4.877860302105144,4.916496612443444,0.5940042838677376,0.1015517307656413,1.262394785650826,-0.6569628556353458,T_cells
+240,0.862733203125,0.0912019921875,0.7232328255228125,4.333585780819144,5.119090998810403,0.5946696386141891,-0.1811961762759322,0.5229475763832853,-0.7063291961096553,T_cells
+241,0.940480234375,0.13028470703125,-0.0865219284130774,6.541715660961871,5.548239982537669,1.0365011287568875,-0.1863417777227825,1.412311109923688,1.3632173824093383,T_cells
+242,0.788114453125,0.085924716796875,0.9472307047360926,4.835560218756368,5.389196086212628,0.0376072302836195,-0.0038340682701908,0.4655233255283765,0.618213394947912,T_cells
+243,0.7631571875,0.1164878125,0.76429362645137,5.050835376052817,5.684365955427901,0.0423285769420397,0.0268142665774403,-0.945020454113106,0.1574684728918863,T_cells
+244,0.5396703125,0.12902689453125,4.438309276843765,4.226985093247319,5.313802274921012,0.5519077845359264,-0.2564732117190008,0.4634417830044406,0.7697113131862994,T_cells
+245,1.5059496875,0.1777808203125,6.187557161304466,0.1393833573239195,5.593788499322891,1.556144980231912,0.5944924402769912,6.342957804125105,-1.809059175753481,B_cells
+246,1.44382125,0.3395734375,4.102029917114448,1.9771591801715247,4.989933662563875,5.1188313190089385,1.5995203590987876,-0.2596874840921729,3.2078348531578453,Monocytes
+247,1.098715,0.123322939453125,1.932669354663037,4.493698351574195,5.476178226672534,1.040597770773279,0.4227620216858181,-0.0292593315129041,0.2372939273676526,T_cells
+248,1.1296734375,0.113366083984375,0.0005427266168749,4.330709049234383,5.34877760302029,0.2868992266660486,-0.7314252925679173,0.5657667845695575,-1.417434776894913,T_cells
+249,1.188836796875,0.175603046875,-0.644301235970981,4.834021119300247,5.246748136980816,0.4353128725414588,-0.0227362332269809,0.5919632076317899,-0.790248307847816,T_cells
+250,0.678285234375,0.138836728515625,-0.1025277244816484,4.688329529258486,5.336254520864645,0.1405981586831232,-0.142777551238189,0.304573095135147,-1.1134607757827617,T_cells
+251,0.89772125,0.07581302734375,4.964088582379215,2.2882420781393447,4.721023103519702,0.3693149862838208,0.2013064515749424,5.845536415359741,2.412274046904106,B_cells
+252,0.826948671875,0.087116513671875,0.8042900952698577,5.491449456678813,5.514490116426855,0.594348447727403,-0.1923369604936898,0.1406612698795745,-0.8813984643968807,T_cells
+253,0.891478671875,0.142663564453125,3.7356466031224858,4.100720947851638,4.993143913568688,0.5083477904954905,-0.2212491555473788,0.4952799216854187,-0.5254654872992618,T_cells
+254,1.20450546875,0.10055275390625,1.5268372843330067,5.600382118478478,5.374720650524051,1.1686190261773144,-0.1660419567444186,-0.3561326951363778,-0.8384187711010138,T_cells
+255,1.126357265625,0.08783962890625,0.8666986186725769,4.499101759450116,4.482181045184754,0.6821223031083491,-0.3016641174462271,0.5105493664780074,0.146623444400829,T_cells
+256,1.14218015625,0.14401619140625,1.260752541728538,4.667959460583267,5.943664350894415,0.3405726468626784,0.2997879744697549,-0.1831288239564526,-0.8869327990873406,T_cells
+257,1.033572578125,0.18047826171875,4.693893808452106,2.152094634150623,4.38204242885478,0.8525566333708412,3.4462825831899413,0.948841481252245,4.469212830811303,Other cells
+258,0.92894796875,0.0954741015625,3.9986378710611006,1.5449888779333272,4.346222635065905,0.0475328286960208,0.6043796346833029,5.690467916332901,1.0978485979442734,B_cells
+259,0.87521828125,0.117664599609375,0.3834192345733062,4.673678873660956,5.457099794166222,0.7411748619916307,-0.5017909549855246,0.7961938698497533,-0.9462078885710136,T_cells
+260,2.04979828125,0.228328359375,5.088625479912442,1.9412361669436884,4.864834393332184,2.10348646765822,-0.0530509722486516,5.608697576050981,2.090553179467812,B_cells
+261,1.84307640625,0.216866953125,-0.9259345320785516,5.573390285035843,5.963236997966346,1.1260567430092028,-0.3733583929890996,0.1279591147622694,1.852793737072857,T_cells
+262,1.03128328125,0.144637900390625,-0.4912846101782873,4.4529251700208645,5.590879020545912,0.8638652504317037,-0.1395348063544497,0.0414986143159819,0.2164465563558504,T_cells
+263,1.110234453125,0.059424296875,1.1062576832412925,3.577742225322598,4.965383814992369,1.0392841399852484,0.3505191351591509,-0.1474744332508534,-0.4441855181609671,T_cells
+264,0.972685546875,0.4418366015625,2.67521398773476,0.6618714913624097,4.083275626788004,5.3003025692157015,1.7239191887374252,0.4459667524722996,3.775370760396865,Monocytes
+265,0.927415546875,0.1445694921875,0.8831058747503475,4.660614581507796,5.475308872001781,0.7457771135762354,-0.0944858714636411,0.2089101345078582,0.0383370983248897,T_cells
+266,0.880910859375,0.094384326171875,5.33743789355472,1.0622117855321966,4.403177849429247,0.8503752920304718,-1.2366924081078134,4.9846896567216525,-0.7214054921561706,B_cells
+267,0.931222421875,0.091026171875,4.355550624383243,-1.1516696705918157,4.903922910663831,0.2333034534665221,0.1670717993567929,5.725973113972471,-2.31560130292496,B_cells
+268,1.089846484375,0.110251572265625,1.145382939824371,5.159743949226264,5.559814372196716,-0.6434075879573803,-0.5663058121669029,-0.8475045825900924,-0.2308940151546529,T_cells
+269,1.173447265625,0.1412725390625,0.0589821359822953,4.941850271439271,5.418570877661687,0.6813688559923925,-0.3565828692086288,0.4477755457238218,1.4710915562839528,T_cells
+270,0.8744678125,0.098289169921875,1.7701056756866196,5.240635374419833,5.231394129628674,0.4996205939077096,0.3338136214188866,-0.4297002040626332,-1.1312178490523883,T_cells
+271,0.91047609375,0.111406162109375,0.8348822247409631,-0.2316512971401997,4.598603195264183,0.5207526905661268,2.5177908196878014,0.005399353947052,0.6223175148795337,Other cells
+272,0.68960484375,0.102112412109375,4.339732311199407,0.6130920131282411,4.912134928244647,-0.0129138565280955,-0.161298018041584,5.3500278889510735,1.6549554789127687,B_cells
+273,0.8708675,0.13922740234375,0.4738056692217299,4.240182960286798,5.413829166003628,1.3029429180508112,2.553637856966964,-0.3543127848129539,-0.0353891157583775,T_cells
+274,0.8537078125,0.092853466796875,-0.243603506532694,4.409238162038877,5.537102788884268,0.7309807304380023,0.5364870412155824,0.6637985238010228,-0.4044749156324772,T_cells
+275,0.800669375,0.119296875,1.2151806158806615,4.948185076614132,5.135551710096365,0.0813788747424021,0.3897110989137137,-0.4488972742333128,0.1795530628875837,T_cells
+276,0.979981796875,0.14891240234375,0.7204965136069691,4.8010966556559485,5.698142501361732,-0.1171401991366128,-0.1638436649383646,-0.0174255646555962,0.6666798085637062,T_cells
+277,0.850821953125,0.07520212890625,4.427277921945488,0.7705216920425199,4.512566046528851,0.2409004724976876,0.2674840452046542,5.291690937626543,-1.5601967393627798,B_cells
+278,1.34078453125,0.192969765625,0.5381921668100711,4.523289554121045,5.081054737229537,0.3164845577489569,0.0008229764560445,-0.4195060391979849,0.4382740487452,T_cells
+279,0.995270234375,0.1521703515625,0.4219319050539727,4.448422653824934,5.478163391010334,0.4722137723499982,3.9319166514360497,0.2226910934392584,0.7808384164889752,Other cells
+280,0.707915703125,0.1817330859375,2.1532062808277286,4.509676810526264,5.7835947256873865,0.6808733811912072,0.0047218544430464,0.0996171424530936,0.9889957475856012,T_cells
+281,0.987544921875,0.107583525390625,0.5282651239869306,4.202979537582341,5.184596772684472,0.3206103339535529,0.1299460041426746,0.0057132227624406,-0.8623531405198468,T_cells
+282,0.8335453125,0.10196658203125,5.036382777860209,-1.2596934404317448,4.760449008447261,0.277154652169586,-0.5341736334525652,4.855338273438409,-0.3565653003283689,B_cells
+283,1.24175828125,0.160358115234375,0.4722307469261528,4.046820330064549,5.171012631965523,0.8677431052474407,1.8640361542463104,0.2236879151506509,-1.4288686431556707,T_cells
+284,0.870926328125,0.1602044921875,0.2984289677812753,4.201370341055401,5.203224370390158,0.065757261145209,0.3524135852692929,0.0780035062220699,-0.2949608592020882,T_cells
+285,0.831595546875,0.1414699609375,0.3361953900547102,0.4846975167090686,4.731015193170133,0.6127487487954862,2.729151998893069,-0.8438743326278825,-0.2161567076271069,Other cells
+286,1.29195953125,0.4399503515625,2.751427411684877,0.9493581446928508,4.6228664385392735,5.076564845510977,0.0207650517195358,0.7289267384435864,2.842391721985196,Monocytes
+287,0.663462578125,0.140241572265625,0.252067360461863,5.443940628493603,5.778974131235848,0.3487016453207606,-0.4113835537956525,-0.570587275857267,0.7140417105916667,T_cells
+288,0.82086765625,0.070538154296875,-0.897641749727701,4.172130911899411,4.956987095697381,0.9239500757776006,-0.2542907512187174,-0.1894882968980594,-0.6377446278334837,T_cells
+289,0.814161796875,0.118117080078125,1.190296482350479,4.307376295518562,5.119422085839111,0.2083033424458286,-0.3659469278474107,0.2704345393118257,-0.7044341218548544,T_cells
+290,1.2121778125,0.154859404296875,0.9743273909420268,4.429847456874656,5.489820115702702,0.425164029749057,0.467799264790131,-0.2460009608502094,-0.2613168247518318,T_cells
+291,0.82493,0.085514248046875,4.324936290874104,-0.9061170020102608,4.356159733049213,-0.025974697681851,-0.3654576829935738,5.637277554225435,-1.5950655427237532,B_cells
+292,1.08482734375,0.11423443359375,1.0441009983193812,5.260298291623057,5.60813659697822,0.6970748553241414,-0.3173518330637874,0.3381064121252779,-1.4322911733554746,T_cells
+293,1.237354140625,0.546442578125,4.932872646238631,2.80518750907556,5.329457017677758,5.310994772576221,-0.3984747962220009,0.236069982741739,4.853570991183889,Monocytes
+294,0.787516796875,0.126209423828125,4.775480065590463,4.116896560079653,5.207277093812566,0.6503040521028021,-0.0739259770902755,-1.0969131297823176,0.3023445993444531,T_cells
+295,0.608511328125,0.208886015625,0.9032482835309196,4.891544034946018,5.576156223734378,1.050817582529216,3.0779635721927407,-0.0400715224293419,1.3620616767670255,Other cells
+296,0.86601984375,0.090502275390625,4.93664498833463,1.5820468505476712,4.978339373047597,0.465632601261186,-0.165532377229376,5.822299213652718,1.642404282006501,B_cells
+297,0.8463359375,0.0649602197265625,0.9690363715553936,5.073591160909407,4.914428164822683,1.126671666039304,0.1035474022409958,-0.5372528689320155,1.2361029969268855,T_cells
+298,0.832159765625,0.106800400390625,4.715351661838736,1.364151671313259,4.7392195586603005,-0.0696567244377258,0.2872156714596094,5.90613803117109,0.3695768663313637,B_cells
+299,0.902823046875,0.146855869140625,1.26333761825674,4.5961897052722325,5.482636783085533,1.239352982764143,2.65126109104287,-0.4701865792685649,-0.3624747274746304,T_cells
+300,0.87187125,0.084105810546875,4.638044135547253,1.60225335013021,4.773393694459484,0.4249886348510091,-0.0543472374177279,5.705145270669528,1.0084514363831734,B_cells
+301,0.87347234375,0.0751655224609375,4.267880990474947,1.208720264272117,5.098274611299133,0.0958330454842811,0.0956394637112988,5.734792660937401,0.5404947221094549,B_cells
+302,0.83843625,0.1527896484375,-0.0597777012519457,4.1291126801230735,5.090695469714198,1.2984229889979462,-0.021067086074626,0.6427169898680449,-1.123348382636561,T_cells
+303,0.469171875,0.099473779296875,5.301836043096743,2.24877894275025,4.56303417296531,-0.069862658700065,0.0429039818078033,5.565868636136381,-1.3004682211638217,B_cells
+304,0.8538153125,0.09056529296875,1.005339501270007,4.172059212817921,5.492467631764902,0.6268264318886361,-0.1281202669832706,1.2368163654259563,0.208736557102721,T_cells
+305,0.878874140625,0.1703077734375,1.6513972715289975,4.732691362838878,5.498929823444666,0.5336740761163368,-0.0975886612707845,0.7923345154711524,0.0388833823894767,T_cells
+306,0.816036796875,0.198993125,-0.049474237563015,-0.0830237674637645,4.880179144373869,0.3405965381665226,3.695425253732808,-0.1872935884866466,0.7092981664517968,Other cells
+307,1.31086296875,0.16894314453125,0.6689573145779754,3.639666530800527,4.803379410755677,1.9115029968482264,0.2503781134561354,0.0449661120223971,0.2676637889370558,T_cells
+308,0.5771758203125,0.125258271484375,5.464273548005574,1.6333920762034315,4.630555676077062,0.2519013692535842,-0.0626682382530573,5.16128290317753,0.3106023269372994,B_cells
+309,1.1567159375,0.3639742578125,4.711944041321012,-0.975534832590695,4.419572919372193,4.860296877636455,4.31868597223343,-1.0877377699286326,2.235053593279883,Monocytes
+310,0.963608359375,0.13375328125,1.7502690119352309,4.876236830566147,5.664369369621535,0.7251068473770065,0.1356893916551816,0.4211293074426108,-0.6751650965296224,T_cells
+311,0.998285859375,0.5419717578125,2.836179350546521,0.1048625745630598,3.782583677092782,5.324375860768462,0.6479358510843626,0.1508739348075249,4.096622261141617,Monocytes
+312,1.3543640625,0.17247232421875,1.7151322456956428,4.721354449123902,5.804334945745311,1.4150243856904567,0.0723871310522161,-0.1938659024304752,0.3841239619493786,T_cells
+313,0.83134359375,0.143508505859375,1.632226922497145,4.5649949575587225,5.51038277295252,0.6733338502491011,-0.0247549939152742,-0.3053874034779892,0.5710146687635015,T_cells
+314,0.970647109375,0.065169658203125,4.733060128614369,-0.0576320446458364,4.335681097388345,0.8895649764581509,0.2198036185596145,5.51060356961604,-0.7058842661852511,B_cells
+315,0.81498578125,0.150066396484375,0.283783487086356,-0.467840473592442,4.796898227763261,0.7365556649311512,3.728226449095456,-0.5673855047841381,0.2512939100835243,Other cells
+316,0.933688671875,0.142456533203125,0.6776155662351091,4.808992698849559,5.837432159074362,0.3718409115076386,-0.2441364511776738,0.2073946924995779,0.9074160308724372,T_cells
+317,0.8969659375,0.07338142578125,3.937900979704744,2.1703663169333267,4.505300695595405,-0.0446862596580723,-0.2047997248988778,5.55508248036199,-0.0001239357331283,B_cells
+318,0.79567171875,0.0906955078125,5.233271795097438,-0.2818827964224973,5.1022341737185855,0.1553248921969575,0.5817602792283221,5.440959291861165,2.7276437391108104,B_cells
+319,0.806536640625,0.36385625,3.995470140488901,1.105097890020083,5.162089847608589,4.210242395038586,0.8846787384629706,0.7560680314588237,4.662227988457586,Monocytes
+320,0.753468984375,0.13092140625,4.382637874329225,1.0154519628244136,4.94083612553723,0.40817388191851,0.1680881003381068,5.648270900739224,-1.803775852152116,B_cells
+321,1.3846428125,0.527333046875,3.185750558754829,2.0029923324302,4.963666941139617,5.357436808105404,0.056736458064784,0.816555250844166,3.401383865454965,Monocytes
+322,0.791003046875,0.13485927734375,-0.0761240568545992,4.482423850802815,5.392673807431901,0.3537199556539939,-0.1616116751173922,-0.4390156878754538,0.9207133421382389,T_cells
+323,1.025165390625,0.140203154296875,1.1344342813130883,4.749375553101736,5.23102465053681,0.596178824510195,0.1167943881034638,-0.3937595609869118,-0.5744892464671407,T_cells
+324,0.938605078125,0.10036732421875,3.6737528306983975,0.6478275603972665,4.488904636535096,1.339378677959388,0.0428088776737657,5.44979319983967,1.2393549068384235,B_cells
+325,1.039798203125,0.13903896484375,0.7234051730965492,6.521420243384805,5.728889890934039,0.6738636069024863,-0.6121665977372586,0.1397514662828068,1.8474689286136523,T_cells
+326,0.948362578125,0.14229390625,-0.1530698769645315,4.51227278785293,5.2209038722962,0.7959507485632885,-0.402394320068544,-0.0905233068497781,-0.641212514277431,T_cells
+327,0.900090390625,0.127742080078125,4.528017414424389,1.7614931997380492,5.444314263894498,1.650685963570736,0.6786116084939786,5.471949276752071,1.6162996899330988,B_cells
+328,0.751869296875,0.1766268359375,1.6358436323866197,4.812136009723805,5.609759139976642,0.7261982149395092,3.505619226833497,-0.6368890879008857,-1.086633795957837,Other cells
+329,1.017828046875,0.161299072265625,0.0675394565124756,3.609941632374009,4.513742960592462,1.0354091544809878,-0.5044745502614564,-0.0900299093009361,0.4606142526750542,T_cells
+330,1.018451171875,0.109959921875,1.2650173739751307,4.604479738992943,5.425703434617103,0.5314201231412812,0.2155166510540015,-0.283900499052624,0.0639034232344138,T_cells
+331,1.089732265625,0.0571655224609375,1.1371935085618416,5.0989131503582215,5.552027793791615,1.7802347851873317,0.1682104518063127,0.1111233401424144,1.1444067849895927,T_cells
+332,1.286066015625,0.144801728515625,0.5569960438829978,4.514137516587455,5.346453732722975,0.8120125594560919,2.5282867601558694,-0.7073846324209953,1.7074906616185592,T_cells
+333,1.13061453125,0.069201728515625,-1.2765294747230789,4.758053823076766,5.407481517816047,1.0630362208780513,-0.1228497863787578,0.09638884221321,0.5942818014041342,T_cells
+334,0.723899765625,0.14748296875,0.634719299871653,4.804043578032657,5.494891479845939,0.2955283850326187,0.0706226849076146,-0.3430627568082415,0.5809028769151133,T_cells
+335,1.51451234375,0.29344044921875,4.634822857562456,2.1460678415686525,5.803092966725897,3.436867293630942,-0.8348541881004466,0.2225661651384995,5.008135015703664,Monocytes
+336,0.98806375,0.089936982421875,3.859020775159414,0.1292310055437038,4.897378522292234,0.3146454068813137,0.4441875819457503,5.290266980237249,1.930524710125228,B_cells
+337,0.8585665625,0.090604296875,4.054593809550999,1.62831901281217,4.842308732669421,0.439160315289917,0.0424366834036747,5.861153805253907,1.8973198200701271,B_cells
+338,0.851605703125,0.09042486328125,-0.2498415262958807,6.651269476914665,5.320487640733107,0.1945058493317054,0.1201393041877164,-0.1873084058268095,2.180256004856775,T_cells
+339,0.18036751953125,0.114083203125,0.731533828218011,3.357152075132243,3.43376225492525,1.4445709002781648,0.3314111842853257,0.0913520792242379,1.991330151808869,Other cells
+340,1.126244375,0.08225150390625,0.7141529062531373,4.736337901581596,5.104252577216672,0.5431583616851724,-0.2270779777474345,0.5499126382014947,-0.4125113903464085,T_cells
+341,0.896813203125,0.150887939453125,0.8284213701379636,4.947472879145704,5.717889914636196,0.6453064700030255,-0.1021764608741119,0.685047395368558,0.8696608355295077,T_cells
+342,1.116019921875,0.06428390625,1.3210272322488463,4.700731323041595,5.416875612376896,0.4270931303706649,0.0159295205793336,-0.3213246962285148,-0.3951850093850654,T_cells
+343,1.3835221875,0.09321953125,2.013347819428136,5.42943644213785,5.409239439577944,1.8869840990276785,0.3641865024696734,-0.4221732353577065,-1.5047399513246889,T_cells
+344,0.78689484375,0.149045625,0.7743853626000834,4.578318811920568,5.203712451382858,0.5989624577378253,0.7754598834438076,0.0899555117874258,0.8289295103316942,T_cells
+345,0.8273328125,0.142967822265625,1.0020575324355048,4.313634150491194,5.257383132743957,0.8659004980623869,-0.0148294171758517,-0.2841463469319844,-0.351561555327011,T_cells
+346,0.785315390625,0.143510908203125,0.8047611934908968,4.428643716831573,5.5766004893144245,0.1458175744819337,-0.6234811583348719,-0.1353667680237862,0.2728321427690028,T_cells
+347,0.90626171875,0.147257333984375,5.58151141692362,1.6243805742922242,4.900478410081536,1.759218421836694,0.0406927906988563,5.67303297787619,1.870573090748623,B_cells
+348,1.7208734375,0.1865188671875,5.073292518703434,2.620180596910401,4.960251033835254,0.5650765487655635,-0.519001700726082,6.547587229550192,1.927093215580952,B_cells
+349,0.77944859375,0.109314814453125,3.662358581437553,0.5688579025117173,4.908180900605832,0.3367408944481369,-0.0761569902740736,5.676063823170775,1.809990051044969,B_cells
+350,0.80254515625,0.089915380859375,1.0515815831993522,4.472042012324097,5.067892354126909,0.5569745864118778,0.2342797403891052,-0.4588232654660361,-0.2643614105258114,T_cells
+351,0.817793046875,0.098373193359375,5.586427256852283,0.9425425576264486,4.906325507031236,0.5892337657645211,-0.1705557305213999,5.5224287520366095,2.3998757767206493,B_cells
+352,1.210061796875,0.127805693359375,1.158991393205202,4.2994893391571045,5.147914398864734,-0.1664589167957987,0.3850728906621463,-0.3096315952560522,-0.2220275461165943,T_cells
+353,1.011563359375,0.095856376953125,1.6206660514101376,4.523879567415217,5.281316042849306,0.5997724830986635,-0.0337885121064564,-0.6535915991148091,-1.410732099819361,T_cells
+354,0.896649296875,0.08558326171875,5.7563120067719655,2.0194259093532585,4.951057261536277,0.4146833264233821,-0.9819368983111726,5.6991350387123525,-1.4538604098527532,B_cells
+355,0.69686765625,0.155664140625,4.295849973059325,1.973915737527049,5.318491264692215,0.5464004111851932,0.4863437297068548,5.504256697749225,-1.2724987337473987,B_cells
+356,0.81697203125,0.147337138671875,-0.7084343675732481,0.1249264600213184,4.4255101942337305,0.4141341647615136,3.499100192948472,-0.9298305134440588,0.1738416117709971,Other cells
+357,1.087927578125,0.16857109375,-0.2238727607527281,4.33454443122655,5.083645982596623,1.0201172473557756,1.316557984844667,0.0071877044805003,0.1847212829862851,T_cells
+358,1.141297578125,0.0613260205078125,-0.0628015070904818,4.709493499647742,5.563342223325948,1.3447570423920787,0.0918797772322055,0.034369141666372,-0.6648609543611589,T_cells
+359,0.8513425,0.104756455078125,0.5626256884288757,4.128688999081188,5.185886976746249,1.198928053161226,-0.0313036051190246,-0.5393970919290585,0.3006711559518528,T_cells
+360,0.924055625,0.13555779296875,2.01126821644704,4.731288199766325,5.279495894952474,0.5301926639831854,-0.3212585263161866,0.5014347121542191,-0.6185007588781483,T_cells
+361,1.081685234375,0.1726349609375,1.667123900592368,4.532439458409778,5.3028216824885765,0.4049821249460326,1.1632892846868803,0.4202246574255122,0.2654211090981141,T_cells
+362,0.925610234375,0.13338962890625,4.694601242733276,1.7628880287747886,5.087936877324885,0.7890374422503927,0.4335346471673168,5.06747996968365,0.1044078288987037,B_cells
+363,0.9866265625,0.0743415869140625,1.2458136898285523,4.464461307333771,5.011712359884596,1.1725083182625964,0.7522943325477834,0.3438085694981864,1.610471624017371,T_cells
+364,0.5940994921875,0.147954658203125,0.3106714575248191,5.104398073274915,5.650727585606287,0.421927526575138,0.1326345880711331,-0.2963579219728204,-0.727855785849589,T_cells
+365,0.800195703125,0.09656208984375,-1.1426821756059322,4.94905960252066,5.481873669733587,0.5991436833499599,-0.2125141140972235,-0.1446052032082662,0.5954487117276456,T_cells
+366,1.254381484375,0.0743775927734375,1.6010522806513492,5.276703155218065,5.469782629042723,1.073695830378003,-0.2707695268546626,-0.7672506975246501,-1.2151687558305544,T_cells
+367,0.896632265625,0.097422626953125,1.3140765781729962,4.15756323217255,5.436372882912213,0.1319813199409114,-0.0295394775822151,1.8031296678904496,0.1246741696730617,T_cells
+368,1.43711546875,0.521555078125,2.4073901693052595,-0.347170223754517,4.648951625831246,4.956514929210501,-0.2367510202490529,-0.4042765403636563,3.405207840892712,Monocytes
+369,0.927826953125,0.081330947265625,4.353281748847925,-1.4938493993499278,4.853525814669812,0.2010926256144594,0.8602931715202096,5.503485521703854,1.4713054315701335,B_cells
+370,0.67576640625,0.19002765625,3.6839721173853848,2.1320521598323774,5.390117763593015,2.529738477673021,0.6258823882921353,6.303709979732921,-1.604139593668627,B_cells
+371,0.824897734375,0.0832338671875,-0.1403427724081669,4.873500108156136,4.974051779662715,1.4000676342529708,0.0489455481524598,0.3167205029965994,-1.114193540063653,T_cells
+372,0.653410390625,0.141813232421875,5.530756981101318,-1.328796488621509,4.817330838321722,0.5266128687470336,0.130311075662543,5.302252206276794,-0.3589082508621287,B_cells
+373,0.853976328125,0.135518779296875,0.85381208748289,5.092760244723037,5.565742785531827,0.697520446213005,0.1837083270602818,-0.5505351904443108,0.1908253298784873,T_cells
+374,0.904939375,0.5343760546875,1.2576000724327516,2.070432826258729,3.9726515584163855,4.984005117655395,-0.2197953594371931,1.4127996578798736,3.306983804656327,Monocytes
+375,1.07764640625,0.13249248046875,1.6648427603117175,5.060132168998012,5.730195226178696,0.109203111370113,0.6740760786001444,-0.0975309782274937,-0.8913707623966456,T_cells
+376,0.658526484375,0.11576109375,0.8738032037373153,5.09445878349924,5.217926777405765,1.044505427411495,0.0239109216731982,0.2564883380014962,0.764073853397962,T_cells
+377,1.232109921875,0.36526015625,3.666867188416559,-0.3848016594523287,5.2192014796719866,5.704223116478376,3.7995156371277785,-1.4499117382670854,3.1269435754788653,Monocytes
+378,1.20588734375,0.1411087109375,0.5481187479251598,4.733991751949201,5.600822856372863,0.719613954760582,-0.3626516524615552,-0.098919696838551,0.2040099489897728,T_cells
+379,0.8720471875,0.106675576171875,5.229239627533549,-0.524758516345901,4.652996702132203,0.2317133609593186,0.3542039519798787,5.57188730256493,1.0111422427863164,B_cells
+380,0.819343515625,0.090284443359375,4.741172623496283,-0.5472232738149694,4.691864038941356,0.2375210238682799,-0.2543477300189163,5.360393278093903,-0.6563192049291864,B_cells
+381,0.4903726171875,0.126748916015625,1.0918964303137275,3.691001919001277,5.513169898861885,1.4444467799484304,0.1880996892476198,0.4364608426710168,-1.1937555656789405,T_cells
+382,0.4894961328125,0.21646638671875,6.278225916430622,-1.0720308217386911,5.628062070094067,2.408394818045894,0.0777529260287606,6.097066996293271,2.325874353900722,B_cells
+383,0.9344684375,0.123959658203125,-1.3865174436240304,5.142556622350518,5.884068386156544,0.4411521127882312,-0.2889704880835842,1.4207330709657222,-1.849571290372642,T_cells
+384,0.9652809375,0.093449970703125,-0.8142567184865216,4.6220407120938685,5.43890403537364,0.8512779404011568,-0.1877617266515316,0.5393472462837452,0.0931149805213805,T_cells
+385,1.110130703125,0.5502087890625,2.929693071922149,0.6723445313176355,4.989170198319463,5.406162196871403,0.6371463123069424,1.242096493329802,3.610458146361227,Monocytes
+386,1.1021515625,0.091205595703125,1.2332169602016865,5.216298177938088,5.361171008583309,-0.3078162946980639,0.0821317616744464,-0.5894527725324511,-0.0445296763435724,T_cells
+387,0.5953015625,0.10741609375,5.478661204644872,1.9219524640296364,4.794712115863831,1.3765763079883968,0.3767679155742975,5.445733834607216,1.6619171481188424,B_cells
+388,0.857197265625,0.41677015625,3.839879709740118,1.3450514644892198,4.574639004814157,5.031103711308564,-0.0038603789001967,-0.2102561024126079,2.981384497482941,Monocytes
+389,0.902785390625,0.074957890625,0.1325640336448315,5.36695718008625,4.79864025644674,1.465941717088683,-0.2958997061707585,-0.3855544413924884,0.8353633035966375,T_cells
+390,1.236358125,0.127289609375,3.854059467389278,3.76145129463772,4.015080030812485,1.0432928289844523,0.0948670661426841,-0.3890994038512182,-0.4987058448860546,T_cells
+391,0.833889921875,0.114567490234375,-1.1933648355246065,6.008247405832185,5.60254290835648,0.6972093344186412,0.1409551611739193,0.6005002295529315,0.7789942227438341,T_cells
+392,1.172078125,0.124532744140625,1.3106593378981757,4.713338794284162,5.353459457663956,0.7671965813691369,0.4465700555067776,0.2042815138034539,-0.5183476707094494,T_cells
+393,0.7475121875,0.15695375,0.1420024551203685,5.003063141963046,5.62941830938769,0.7456268059494571,0.115413142903394,0.0009049001927808,-0.171844011379314,T_cells
+394,0.810204609375,0.15606740234375,0.8872828495987535,5.184654042536015,5.793491173864415,0.9661819142951286,0.104507255518171,0.4006982849150889,-0.1650169475858691,T_cells
+395,0.78568640625,0.127043564453125,4.718778821983609,-0.4355718073928921,4.882296937050021,0.4122692686761541,-0.1188473011476856,5.608718922226684,0.9198195735858596,B_cells
+396,1.22872734375,0.1721530859375,0.8463842779343381,4.1021877403580165,5.005080999852823,1.1827399174942037,0.3827032519893576,-0.0406948286774041,0.5221774827816127,T_cells
+397,0.961267109375,0.133811494140625,2.3028084803809565,5.152086671854584,5.683007634595088,0.5859449469687088,-0.061440799059683,-0.4341024753385536,0.8348007637749852,T_cells
+398,1.197345859375,0.159277939453125,-0.587225753961069,4.26129109614418,5.708004152656292,0.1884690202013342,0.454823377469055,-0.5649887079267183,1.2194599115193558,T_cells
+399,0.858532734375,0.2056046875,-0.0607314843846284,0.1509446278711192,3.3152942502034133,0.0807184964949542,6.46189915694969,-2.108679880043228,1.3114292746665135,Other cells
+400,0.8013909375,0.125739541015625,0.8115845729341378,4.874211696970823,5.375556693991647,0.3405106021933234,0.038911352999326,0.2790926158599059,0.011124300608213,T_cells
+401,0.6417944140625,0.061079375,4.253622685237557,-0.3640023537924385,4.467804820624803,-0.1428453733370576,0.0205647293498071,5.225756431009344,-0.7300724674088124,B_cells
+402,0.8318475,0.128298974609375,1.5087253228718531,4.487753622864366,5.397507127977828,0.6312708802088289,0.3729915703305566,0.0270911926011327,-0.5247518180474469,T_cells
+403,1.189535390625,0.10825623046875,-0.9156241756114069,4.646885505590097,5.175820630656924,0.2469464060323548,-0.090151881170911,-0.0089770099370327,0.2753657463173216,T_cells
+404,1.278099140625,0.397773671875,2.7237386384893214,0.1814302106923818,3.179141800146272,4.135507072515045,0.3268717645181556,-0.1770113685524324,2.0538622874982493,Monocytes
+405,0.83255984375,0.18590376953125,-0.0337711238828251,0.2003422129978977,4.997584405454688,0.6301396580333415,3.400064670951856,-0.1664851816444829,-1.3721717212395992,Other cells
+406,0.79005859375,0.089155654296875,4.584589758147345,-0.0795298156327496,4.832776000063508,0.4651873835765785,-0.2527575825986685,5.741542594172956,0.96034642929916,B_cells
+407,0.3498672265625,0.084839736328125,0.8123317343382102,3.501955720331311,4.2411781817354015,1.6797887877466662,0.06235098370133,0.1166147404302498,1.0830413365494067,T_cells
+408,1.160371796875,0.520706875,2.834629300407613,0.1288008724981019,4.75428791063363,5.066334211331003,4.556343493738203,-0.3580037004221508,3.109678286246288,Monocytes
+409,2.0397946875,0.2531158984375,-2.206400345479941,7.118845298112962,6.238039896798196,1.4553709020448682,-0.3609487883099336,1.0891058747791058,2.344939132536103,T_cells
+410,1.80341390625,0.4129562890625,3.974167550564791,2.3997923475733054,5.048751055795308,5.426607969281924,2.0338479625357264,-1.024427821705188,3.656514399239164,Monocytes
+411,0.918402890625,0.13836685546875,1.1107968508588146,5.083610747120226,5.463376898595428,0.4307157399241984,-0.3782171275240771,-0.1940339393453235,-0.2692240510799746,T_cells
+412,0.9697090625,0.113169853515625,1.2454153237209755,4.459118114223261,5.466301425513158,-0.1521600380215995,0.1270009671980157,-0.3492690137957598,0.2475570533859288,T_cells
+413,0.867351484375,0.10030130859375,4.739702345027393,0.8913577501421024,4.958489006709022,0.1689990040316878,0.2284327673646519,5.754897106697019,-1.45143140470681,B_cells
+414,0.934150234375,0.1456274609375,1.5600760836747711,3.9719640428301815,5.25069638406656,-0.0031167061064436,-0.2727980207461885,-0.0952958130615695,-0.4327087513187119,T_cells
+415,0.889060859375,0.103435634765625,4.290032056312201,1.3072690867751733,4.967618168594028,0.3402431055625031,0.0391652055130289,5.746407889980709,2.134973780255666,B_cells
+416,0.842088046875,0.125468896484375,0.9282770741992056,4.62668241354456,5.15599040546574,0.8508346931604952,-0.3131845112285929,0.2301519516736956,0.0973413999399852,T_cells
+417,0.941656953125,0.130591953125,1.4275163628239704,4.455250805201244,5.410307062594102,-0.2744759144230509,-0.179925003233867,-0.0790505611791638,-1.1982945717974551,T_cells
+418,0.6423922265625,0.12740482421875,-0.0847447833607049,4.608358137474513,5.58235627150765,1.011426882421523,0.318587830099322,0.7372374502264262,-1.4198517385318326,T_cells
+419,0.87022421875,0.111665400390625,4.4811096450895525,2.344929852190523,4.756526981193699,0.538331811193535,0.2758459851500973,5.7444460457551045,-1.179451636260059,B_cells
+420,1.70539171875,0.2182656640625,-2.6187709484052064,7.61168852846899,6.037000980126085,0.1539156041284763,-0.5223334282220877,0.5146867119737577,3.146687771706325,T_cells
+421,0.784468359375,0.161444296875,1.079626945455444,4.582974684802618,5.461833657446436,0.8319799634435537,-0.2629687399319343,-0.8009509175008023,1.3319479247637769,T_cells
+422,0.70884953125,0.19259115234375,0.93638045845255,-0.844607522734508,4.900617322605013,0.4860344037195434,4.504205654935266,-1.1105950980371286,1.3028337036338848,Other cells
+423,0.79370390625,0.16819662109375,0.2568055328604299,0.4899423401872582,4.61086837258333,0.6708285333654934,3.6328339699002266,-1.0561410491851595,0.6126910741095446,Other cells
+424,0.766881796875,0.150392255859375,0.2371006851660469,0.7143886361704975,4.852221467202761,0.6980847146971028,3.59597953272997,0.3040981586180737,0.5578878226513768,Other cells
+425,0.818129921875,0.0746644384765625,5.070084794448044,0.1866950972878976,4.628520734465971,0.4414608286574314,-0.0263011366341715,5.643876286697743,1.8669321128602383,B_cells
+426,0.819621796875,0.095124248046875,0.469254975393407,5.85908480365767,5.227097385700235,0.8649162222002744,-0.4289546993332208,0.1628491699879966,0.5567165314108617,T_cells
+427,0.992994453125,0.2197012109375,-0.2293558979726252,-0.0806408145812135,4.010001203762959,0.4544588677776532,3.942214226059436,-0.6110419053491719,0.2492448126355608,Other cells
+428,1.40647125,0.134878466796875,0.0472920203293093,3.992618946408933,5.261479793872578,0.7513315084029376,-0.17141255677893,0.4642275081240872,-0.1118810994277478,T_cells
+429,0.659879140625,0.0807206494140625,-1.2178710692237844,5.503551945659762,5.370591281634508,0.6006381031544828,-0.3994085485009982,0.571270445176974,-0.8032960745703236,T_cells
+430,0.72685734375,0.16335681640625,-0.2360301467473222,4.345140974962063,5.183566730930793,0.3393596780199492,0.2668481035698394,0.5141531313092751,-0.2836656808374244,T_cells
+431,0.752387578125,0.185631328125,0.2949940028578068,0.2547199893248688,4.501067832181883,0.5143969946971235,3.542600521032569,0.7578122512390568,-0.4028611207701534,Other cells
+432,0.86581109375,0.154103271484375,0.9754104694087188,4.745341317764868,5.415861656824199,0.8241201304916446,2.005316395203621,0.5290516914798976,0.1961495340710369,T_cells
+433,1.055625546875,0.5421110546875,3.2134683727693822,1.5363801393576235,4.685912533441765,5.193857615179396,0.5767334401017623,0.1958113953928736,3.2451398378061223,Monocytes
+434,0.7834328125,0.18003119140625,-0.1001358715277594,4.855636453757699,5.257215827919862,0.7363339623418401,2.5411050292548127,-0.478334257498364,1.2351313076510584,Other cells
+435,0.7950278125,0.110606220703125,-0.5458394525092402,4.857005373388997,5.639234314442803,0.5958386191169627,0.0474956247071505,0.7866658469715333,1.0858809947853578,T_cells
+436,0.66079765625,0.099416162109375,4.88381691284115,-1.340789717763723,4.838961805674351,0.2049243458332664,-0.1966982801840383,5.667310968147158,2.0308731691312243,B_cells
+437,0.88342546875,0.072566494140625,4.3821475643512935,1.4632071374224052,4.803803960136988,0.2226799950590567,-0.2081798614970123,5.425477706418919,1.956364770792292,B_cells
+438,0.9998146875,0.0932909375,-1.1305526084552606,4.969845529387198,5.186227167280768,0.8908955365800216,-0.0958843443703093,0.4732434492708889,-0.677325465000066,T_cells
+439,1.03547140625,0.11100708984375,0.5651560201099908,5.239796308859667,5.712355057137379,0.5383578412049325,-0.101005993466457,0.3844032096649282,-0.6261446689459841,T_cells
+440,0.92782484375,0.134846669921875,-0.8254491820419055,4.038585261022144,5.072175853212133,0.4818277435579572,1.5230395930076144,0.1224259532092215,0.7692843273551474,T_cells
+441,0.9812590625,0.098811865234375,-1.3506057106328089,5.126668806020397,5.7616521187277545,0.4565422041623793,-0.1287566675109839,0.4786945649423926,1.078994065870594,T_cells
+442,1.1522275,0.383107890625,3.548810985479475,1.8022483867915184,5.111659569158522,5.254729073245376,2.5238324612780496,-0.5016050271717551,3.002237226487323,Monocytes
+443,1.04657921875,0.09705537109375,1.345779822124311,5.014582451456696,5.519041978098166,0.5153525418407403,-0.1397312116908314,-0.833958304703518,0.0089212698776831,T_cells
+444,1.029269609375,0.147259736328125,0.5361148982592564,3.3197228468196585,4.976440423192641,1.1888632930573415,1.9254677082417104,-0.9067425404066076,1.2955164383645288,Other cells
+445,0.782626484375,0.08317505859375,0.2812412422402642,5.311389300269707,5.272220167881797,0.5239570067534779,0.0041397207954745,0.3203711165180574,-1.3347604638727586,T_cells
+446,0.84057015625,0.1674225,-1.258014368795012,5.761972904859207,5.576087824893547,0.7957435235752471,3.023193086630869,0.7003778804997396,-1.2298935669256332,T_cells
+447,0.72757296875,0.094219296875,5.297268842927903,1.6642218682647538,4.712648427425714,0.2242212858532058,-0.0055525263821704,5.441307742407675,0.2835979443593043,B_cells
+448,0.8066271875,0.20635017578125,1.267720251318548,4.505302084134759,5.668235505092474,1.0104405905115463,-0.3035100342487729,0.5218458221352306,0.2135944779375541,T_cells
+449,0.768393125,0.146184951171875,1.431104815785537,4.560340513104171,5.376353543539773,0.4864894598233071,-0.10313707562637,-0.1348442335558,-0.3098315404241009,T_cells
+450,1.01914578125,0.11994798828125,0.8111205159262771,4.119462459558828,5.1074097690901,0.1413366807471498,-0.1047762979864584,0.1822305861517102,-0.4444237035574424,T_cells
+451,0.790879453125,0.14363873046875,-0.2671298642386333,0.550619875306223,4.89961294516188,0.4125297531507413,3.7801315207595967,-0.4532254434360324,1.992755253085713,Other cells
+452,0.8944034375,0.114164814453125,0.4638887306803568,5.089013012489083,5.626826958174218,1.0324751268152157,-0.0091075320762599,-0.1812187629292063,-1.0944175114862424,T_cells
+453,1.01197125,0.09559892578125,0.3301246334658974,4.855738705177689,5.570675980577254,-0.3492525903667571,-0.4457929278650889,0.2752022832480499,-1.443932628954266,T_cells
+454,0.98088828125,0.12913791015625,0.5409838524335471,3.8596721758131975,5.034507942818236,0.5974979611918556,-0.4213080526793171,-0.2276846867875979,0.1915982448053053,T_cells
+455,1.100201796875,0.3719420703125,3.41059552145502,0.8715655279112001,5.046526522799351,4.851930385108244,1.031522178112721,0.0670193305825535,3.471227887832174,Monocytes
+456,0.5095571484375,0.11966173828125,0.7316587351891892,5.087470760108698,5.403527657496051,0.7641740638776509,0.1730104013772442,-0.0499003818089402,1.6331598048295304,T_cells
+457,0.909533046875,0.1438085546875,1.1962096119728611,4.753520725169745,5.63968288726662,0.8195983240350659,-0.2092248825383303,0.7268503193461502,1.2670648977130226,T_cells
+458,0.896634921875,0.13994392578125,0.743133904715865,-0.1893067621056545,4.190461421429991,0.6009718446206783,3.189182392691126,0.5053153775977626,-0.0331881543672769,Other cells
+459,1.2779475,0.4992801953125,3.421273248208195,0.657489827089862,4.535163034424289,5.463857894618846,0.0474583804711315,0.0518317620160237,3.900452774248364,Monocytes
+460,0.8803871875,0.1217566796875,1.2204532971230704,4.3134250973384525,4.94748343303353,0.9147586581783596,-0.2856801380215219,0.0417891764600878,1.1905412826499595,T_cells
+461,0.68275296875,0.154963818359375,0.0731558523236148,-1.134847031571793,4.180438354129491,0.1061552248839601,3.680194119465892,0.6783020299349124,-0.3929744671038417,Other cells
+462,0.897303828125,0.09858322265625,-0.4649228912830909,3.653763841698925,5.114535524915444,0.7953370302324783,0.4351244722333577,0.3923103244656151,0.4518252574311681,T_cells
+463,0.866736796875,0.13909357421875,4.725437410772559,1.0630642757792257,5.23713100088868,0.8255454589862026,-0.4116305126224174,5.262042894592746,1.4441559516502245,B_cells
+464,0.744303984375,0.367309140625,4.812515282875225,1.893431264210765,4.505462290238687,4.86688140358246,-0.2821112023747462,-0.3757009083284969,5.621543543441174,Monocytes
+465,0.9907728125,0.1407282421875,-0.2263658700103075,4.719161505324879,5.5891973687648,1.0936987233534787,-0.2463131429095555,0.5430636970819693,0.2250215002094182,T_cells
+466,0.918489375,0.161689736328125,-0.3210677571325977,0.6643156385961528,4.822207375034746,0.1823706870500914,4.281096066838828,-0.8355893675468764,-0.7764674895225099,Other cells
+467,0.8915071875,0.145167783203125,1.4855242209595942,4.577548873325847,5.30425044292685,0.6433761448308966,0.1020261974844153,-0.2416571024602497,1.0978604285060378,T_cells
+468,0.4201815234375,0.1755964453125,0.995492328556997,4.915554503220834,5.606287332935254,1.8060137670408167,0.2588456629689503,-0.3768016328885857,0.8500149910349423,T_cells
+469,1.005295234375,0.102090205078125,-0.6631543710121854,4.76980945533586,5.697918458748173,0.9600928940733992,0.2204745222005436,-0.3090317555124304,-0.380436074231717,T_cells
+470,0.743495078125,0.133548046875,3.088160267222241,4.393197315252546,5.129943949625142,0.89558289810702,-0.0196089955686698,-0.3261021513994395,0.779849399314808,T_cells
+471,0.8751334375,0.15956958984375,1.2130817399061058,4.803370754063436,5.263280339208897,0.8420579927641385,-0.0257253643001402,0.2534796976491483,0.261057056853457,T_cells
+472,0.788238671875,0.2199005859375,1.0038182816546426,4.537758060929533,5.417345621418295,0.4459864789954306,1.351864967524723,0.988777117291072,-0.3047185822993395,T_cells
+473,1.00622265625,0.452743046875,2.7038864201916994,1.3366400198805577,4.700506094029234,4.839987448052054,0.4503280695743795,-0.0891061845927839,2.566276667341388,Monocytes
+474,1.233773046875,0.529189765625,3.379973203037576,-0.3350523377702605,4.856734453447969,5.049298983220604,0.3680786399757067,-0.1057396943628529,3.906667463651621,Monocytes
+475,0.970424296875,0.162405048828125,0.9999116295905028,4.58025562952634,5.430852484160071,0.6342337361631017,-0.092654458942454,0.9078087941818992,0.9526660909104588,T_cells
+476,1.4071196875,0.36359609375,2.3576488589003413,-0.7276735884749963,3.073706254548568,4.127083500359361,0.5374704527325307,0.5471171047772129,1.48096816895623,Monocytes
+477,1.090233125,0.13597724609375,1.113893452984285,4.957723575623813,5.7097580833267125,0.857139659897473,-0.1820385306912295,0.3726549038641846,-1.0459031459159118,T_cells
+478,0.9860328125,0.13963486328125,-0.1822367660529557,4.250831568756162,5.0606665515054985,1.0442589569636316,2.8518566131877003,0.2976229155305308,-0.2931298255171985,Other cells
+479,0.964729140625,0.077556923828125,0.0349447359256338,4.893443538425041,5.094468860381136,1.1891363798413943,0.1884908608172906,0.1494977692568778,-0.1974826507570983,T_cells
+480,0.967985703125,0.0798541064453125,2.1027935630085666,3.4339683073392,4.462558398005441,2.659174610965615,0.5310703624506685,0.4753052051720654,-0.2307049045454162,T_cells
+481,1.172820625,0.136341513671875,0.7048256551830249,4.377645924617954,5.2466034879744665,0.8222828009867098,1.7447423968883191,-0.1225611252857477,-0.3978648190378459,T_cells
+482,0.7508390625,0.1305139453125,4.472184514703936,0.9135441029982316,4.850678117509061,0.6246902776880279,0.0414392764694947,5.858293950005533,2.010968929108883,B_cells
+483,1.091092734375,0.119695341796875,0.5832381476660263,4.388653611154387,4.859396564721825,0.7211726357369999,0.2449206694243946,-0.3843300901781922,0.8801636601310768,T_cells
+484,1.182558671875,0.13952685546875,-0.6489009098555985,4.446791307663663,5.581156993480451,1.0304085146783837,0.214158566163993,0.3256248216378377,-1.1340345123831506,T_cells
+485,0.937282421875,0.16909076171875,1.065122181350472,4.520907224186652,4.985782394288945,0.7961868265038146,0.190710633377787,0.0462855760994597,0.0851732627498742,T_cells
+486,1.17348734375,0.105946455078125,1.052035098970609,3.9216972133049937,5.395542433382436,0.6733513670316791,0.2779960334859813,0.8584700285591172,0.3219429545121388,T_cells
+487,0.780273359375,0.106793798828125,0.6355826339987286,4.51275283075379,5.288663771401364,1.0957362378307824,-0.3833942352238422,-0.1277177447779716,0.051559534485688,T_cells
+488,1.08926609375,0.109682080078125,3.191181988976914,4.69368952886878,5.409390168138174,-0.2771302580933537,-0.1605110823122303,-0.1932151230232287,0.7341107678899591,T_cells
+489,0.984006796875,0.5555675390625,5.738860216764397,-1.6921546454264191,4.213664331648193,5.362364776073437,0.0741284998370926,0.262509249442456,3.3191553825579896,Monocytes
+490,0.959604765625,0.2422280078125,3.4413043367025864,0.660923822476913,5.722131305856055,1.48160515250738,0.4535512097137105,0.7197777189691541,5.075852860581778,Monocytes
+491,0.914006875,0.1121280859375,4.91715704430508,1.900380771002412,4.828315469051402,0.6386687447608665,-0.7260604000360172,5.95256797331359,0.5988904031735983,B_cells
+492,0.9847415625,0.096218828125,0.1049368417127911,4.811598483864682,5.381548424211866,1.02935272734315,-0.4068202142508382,0.9270363116902348,-1.0943610100052303,T_cells
+493,0.808542421875,0.160712783203125,0.0779048494757541,0.8313765525925789,5.250150828556961,0.7446237717827906,3.728681261589925,-1.4155741323334574,-0.3399621013829335,Other cells
+494,1.022713203125,0.1682686328125,6.194844339780545,-0.795466620030209,5.466988134740446,0.8279693531031878,-0.2819035158938987,5.344615137877212,2.1680677321393094,B_cells
+495,0.76299234375,0.1522117578125,3.5341704042033,-0.5848459566243621,5.37580536380818,0.6050152620666991,0.2311635123910987,5.519199616194881,0.5877834996612133,B_cells
+496,0.82274109375,0.130315908203125,4.852016340337211,2.000259382480068,4.457511394760197,-0.0041775709080856,-0.6945210171708394,5.68545062564942,1.1137805173716633,B_cells
+497,0.612812109375,0.095460908203125,1.7143718557292458,4.922131933460628,5.188506805229552,1.3816201356047626,0.0484830768484491,0.0677965788910499,-0.0567889830377787,T_cells
+498,1.00050296875,0.12941396484375,1.674825419232857,4.456064885233491,5.154793782646807,0.1921780224470938,-0.0176969578550799,1.6061893088233812,-1.284263926263825,T_cells
+499,1.168109296875,0.112290712890625,1.161004953596377,4.996826805765152,5.43279768089652,0.1970819197247691,-0.6144380760833211,0.5234189885158252,-0.856038865878091,T_cells
+500,0.737445390625,0.19551177734375,0.0714580248064684,4.75811911037021,5.226725956284691,0.6998467846533577,1.115422344793521,0.0788687453949888,-0.041610441702164,T_cells
+501,0.762062109375,0.5382533203125,3.45139167462198,2.799855917327282,4.801300962450433,5.324646657794218,0.5461398494982955,-0.894698042317595,3.722034255902007,Monocytes
+502,0.963637578125,0.147520185546875,0.3021393445360417,4.991904700466043,5.173852971384107,0.7131754642306423,-0.0989344535498499,0.5791142995329115,0.1613617297090532,T_cells
+503,1.36358921875,0.09939755859375,0.5720420831267363,4.229434592693565,5.404239576312618,0.9414798611363052,0.0527521502901841,-0.0602047646032373,-0.7939301627316391,T_cells
+504,0.72331609375,0.150414462890625,1.1539113297976886,4.351288468628366,5.190240871541407,0.3261589831332327,-0.3402411797557972,0.0804753638379447,0.0783088947892056,T_cells
+505,0.81152515625,0.1020001953125,4.077856571920947,0.9713378812537384,5.265423051937446,0.6435486890204185,0.0317394668172758,4.579536694848141,0.9636527746148414,B_cells
+506,1.041719296875,0.15811734375,0.7093161625149633,4.729268341543022,5.511661546987426,0.2938094012211696,-0.4236779132668707,0.2875246218565367,-1.036010624247042,T_cells
+507,0.3569966796875,0.086033935546875,1.7905244945239045,5.183619258240247,5.447313988614684,1.1393303563243031,-0.0506895449405832,0.2702134648334783,2.4582626649503045,T_cells
+508,0.798364921875,0.10248626953125,5.036177027773107,-1.4718257886110615,4.827755647617578,0.4614550352130006,0.1909354359020155,5.088083716815095,-0.6379425737067714,B_cells
+509,0.960493125,0.130464736328125,0.4020609539561689,5.127609368343373,5.278710877318675,0.2910196089833793,-0.0352474447527605,0.2072628725042594,-0.4611167836210221,T_cells
+510,1.06028703125,0.1298268359375,-0.1824136869384504,4.19008049927162,5.653412908452097,0.7629347059152871,0.262048190440134,-0.10412753389919,0.3188190491783089,T_cells
+511,0.8484075,0.14717091796875,-1.0604650982398924,5.27901815218031,5.596185384136037,0.8878342776061684,-0.0769175334548382,0.6069750560190315,-0.8569145253886107,T_cells
+512,1.03789328125,0.0503369873046875,-0.4206854766905772,4.5829230124552325,5.0746702312418925,0.5714283826314712,0.1986950086123465,-0.046901134738991,-0.0904081135204695,T_cells
+513,0.9562359375,0.22374970703125,3.63498054304329,1.5231869951290016,5.186731604927608,0.9839257899304764,-0.4831418404868093,3.9417037597634623,0.4457394086209939,B_cells
+514,0.975881875,0.091360419921875,5.815168541751477,0.4503822633599485,4.9096297323610445,0.0201162219466264,0.4648628352378088,5.169247050597584,2.215863962949903,B_cells
+515,0.5656941015625,0.1243833203125,0.313094722068267,4.24778235791499,5.48471947487245,0.3156286501094144,-0.0849726311333385,0.0230627983554167,-1.52358723480778,T_cells
+516,1.357589375,0.1075187109375,0.9853911401289756,5.481965309496754,5.529986323437591,1.0810536140136031,-0.1637652297185484,-0.4678125625114686,-0.2744248643415811,T_cells
+517,1.040324921875,0.120541494140625,0.8868331781226673,4.5549866918400745,5.334735447183808,1.2338464464048085,0.4135598628058712,0.3619206803943909,0.7526108400223009,T_cells
+518,1.02071984375,0.110836669921875,0.9553016707424288,5.15085263527177,5.623147986763425,0.9998441264334488,0.4959243374202385,-0.0418626281737445,0.811217056718136,T_cells
+519,0.81908171875,0.133883505859375,1.4077974020248698,4.765893004116137,4.84801408487777,1.840056247982793,-0.2566002022186099,0.1033222095012632,0.554461323958511,T_cells
+520,1.19037046875,0.473280859375,3.647889814245066,-1.1080085758488925,4.882803070240603,5.160353101059431,-0.1084802548408585,0.3930246685771467,3.4911897265173977,Monocytes
+521,2.26449171875,0.3003648828125,5.433617189931508,2.3667963184955614,5.413206640975799,1.1879789986518774,0.7286456434740121,6.69261207946079,-0.137904678938738,B_cells
+522,0.932221328125,0.1141786328125,0.3490795410887695,4.455190695674824,5.212038065698036,0.4670510325779924,-0.2187521976528065,0.2231772552609457,0.1038048219644329,T_cells
+523,1.0649184375,0.21707294921875,1.5114605861450998,5.467454778888649,5.439036328987281,1.615766977045246,0.5636698791570753,-0.244763311219829,-0.919099586997306,T_cells
+524,0.880527109375,0.10659275390625,1.0247863445099017,3.8776795163497,5.399825322777567,1.2492213051520868,0.5635586899258911,0.4882033368489424,-0.5224546394888844,T_cells
+525,1.257603671875,0.5508447265625,2.707632736511404,1.1323063675911131,4.503498376300178,5.112889745915371,0.0583654155510303,0.5459304514094286,3.508273659497616,Monocytes
+526,0.936032109375,0.07910517578125,0.6048427717068404,4.027200845273938,5.320272101619445,0.0018119943147903,0.0739786556141601,0.2251833045848078,0.4940161148073154,T_cells
+527,0.916046640625,0.1535901953125,0.1480890531435397,4.217206081411779,5.2886629876791496,0.197835277729659,-0.1977569316547299,0.2912275098492419,-0.0286297548736171,T_cells
+528,0.995338828125,0.111525576171875,-0.0546217965043002,4.447255878956576,5.143212504167404,0.9145715825790514,-0.1036068534906598,0.5838300191865917,-0.0920605069901366,T_cells
+529,0.808894609375,0.179745546875,1.5016400211331633,4.772132934901956,5.449632889250768,0.2611971195506051,-0.089223425789284,-0.0209249393944077,0.8021032405001685,T_cells
+530,0.9594246875,0.104976689453125,0.8595024075459642,4.989471417170797,5.743953000254292,1.0831333165692276,0.3958871086364054,1.034617194472795,-0.5115860945990963,T_cells
+531,1.037134296875,0.14279978515625,1.1727939890520944,5.191978938411663,5.253105333245654,1.0115602089922415,-0.4984509630338283,-0.4348285943510686,1.2456479114305288,T_cells
+532,0.9314321875,0.19176974609375,1.5289404778412243,4.464182863668072,5.392968747877388,1.5294798484511771,0.169626432149916,-0.370586780071247,1.0223519235226013,T_cells
+533,0.877128671875,0.1627705078125,-0.8287573671811462,-0.9661761020124332,3.458635159491032,0.6666861716717586,5.315234388051084,-0.9002105548957211,0.2741786609768198,Other cells
+534,1.25390953125,0.562919140625,4.188722353659809,0.6806026688266417,5.081934268100311,5.351035585245101,0.3765117893279846,-0.0922461129083286,4.48198605021617,Monocytes
+535,0.63371875,0.09492921875,5.227436048835589,0.1703074804970444,4.667334432958937,0.336541709021268,-0.1789657702977125,5.526541745059353,-1.4364928478634151,B_cells
+536,0.965983359375,0.18006060546875,4.778531214204471,1.8548099873692645,5.70474280840384,1.3474220635196186,0.4354046951769342,6.019287732300057,2.2021764043916603,B_cells
+537,1.18953046875,0.14922326171875,0.6552825183184648,4.695217975304665,5.77875936498288,0.7487822991884512,0.078354766562853,1.045037349388089,1.0115705894009646,T_cells
+538,1.8498825,0.2533414453125,0.2898162243395609,5.063347780923015,6.132130413388356,1.5552048479008758,0.07129291842651,0.4507088756706839,0.2205185041220447,T_cells
+539,0.625985859375,0.093990654296875,4.8197496960556965,1.865865639096612,4.998060896914884,0.6982411468785897,0.2862249398549595,6.055496993644723,0.2944729247490694,B_cells
+540,0.89105109375,0.124354521484375,-0.8207631518611596,4.759150297960757,5.39969267381504,0.0552845505317031,3.303532464581941,0.139067208567017,0.5672521824934074,Other cells
+541,0.731299375,0.12286447265625,0.2327356856746761,3.583219247240152,4.766856146666709,0.8116172725872108,-0.2439307087514997,-0.3775085904465355,-0.3168262163018167,T_cells
+542,1.238688046875,0.12980642578125,0.6691474208750151,4.706938708966479,5.551220087421724,0.6170726200677372,0.6298649856067317,0.4028960418970529,1.2023910787065604,T_cells
+543,0.779738125,0.083569921875,4.8921772498814695,1.0043714981555314,4.769645611139934,0.8252293508324836,0.3240536499936273,5.191254731922167,-1.2112769276651345,B_cells
+544,0.97165484375,0.119483505859375,1.6686741865814845,4.843575176169019,5.863671332728847,0.875840456757325,0.192734336398571,-0.6125017685694792,-0.7142431962324823,T_cells
+545,1.29757421875,0.148027861328125,-0.2234324511047811,4.653909102803413,5.706799217448474,-0.0442827188380126,0.0111707302702519,0.2874063989126852,-1.113056930487291,T_cells
+546,1.116845625,0.146923681640625,1.442989406707908,4.698821001327266,5.5911157801863,0.5420363649360305,0.3501046503173154,-0.1345733119516425,0.2219987726537007,T_cells
+547,0.9143003125,0.436418125,4.19622216118138,1.0399221541134505,4.931302929272754,5.350266116670087,0.3252730544264448,-0.691958311417469,3.2709214240656155,Monocytes
+548,0.98545921875,0.086815869140625,5.736248620365775,-2.026405230349984,4.8893820424950825,0.5955971216065542,0.1719587773859807,5.818950468753461,-0.8140987271402486,B_cells
+549,1.05820578125,0.149170458984375,0.0283348799015265,4.316076189843277,5.3059307979114845,0.2853091590087453,1.9391710370049824,0.160400160775058,-0.6967960765421295,T_cells
+550,1.407338125,0.24186208984375,-1.7001227423505545,7.1321087878861,6.019918998280644,1.5630188834897505,0.0390923469783674,0.942101923906497,1.7446157594027871,T_cells
+551,0.722814140625,0.10438859375,5.254133299589374,-1.3719395293668464,5.09329127221382,0.0167465410603967,-0.4220568197590293,5.723898060126962,1.5402343972281374,B_cells
+552,0.804174765625,0.121702685546875,-0.4566416400754797,4.536211799339645,5.436771583247118,0.4059562839399532,-0.1178841360025828,0.6683554620943644,1.0009511816509251,T_cells
+553,0.878968515625,0.086791259765625,1.1160683603349435,4.729277043278938,5.087444434794918,0.3768799628370191,-0.2982669994878799,-0.4326477258084743,1.001376879145462,T_cells
+554,1.3549596875,0.138092607421875,0.7878886986391854,5.034545781478878,5.52819961871623,0.027763748816047,0.4576969566452097,-0.3890157122451728,0.1854910494793125,T_cells
+555,0.774130859375,0.16778794921875,4.757487788979316,3.0033292574964747,5.168168699968627,1.3883364505026543,-0.2734064669047131,5.802009237868311,2.7418064277101792,B_cells
+556,0.921758359375,0.151116572265625,4.818889957694048,4.402567879051046,5.341168693234833,1.3994487429385938,-0.0640405257679284,0.1180070590530773,0.8566028703563017,T_cells
+557,0.8142971875,0.095716552734375,4.125209619132188,1.635280328109853,4.874401413177464,0.5252410701620973,0.5169070980664695,5.944631700197284,-0.1976798180003391,B_cells
+558,0.708053828125,0.18470296875,0.318555169734861,4.844878368954691,5.537665543601896,0.8522588812421668,2.0973180048272124,0.1507906337563866,-0.8774177618392776,T_cells
+559,0.885681484375,0.1396690625,1.641544666191465,4.925621969018392,5.016537920185718,0.1974933389752292,-0.0643341539304939,-0.0336277232991329,-0.8197680758826774,T_cells
+560,1.17134078125,0.114806923828125,-1.118403872625735,4.646461210177212,5.569823279502276,-0.0417325173942218,-0.017464481350793,0.1043510208100022,-1.4936181719139376,T_cells
+561,0.973240703125,0.1776794140625,1.0410871202626868,4.770847396499828,5.327466302590215,0.7518917348318489,-0.469603212605259,0.2573666493795805,-0.6354018988882844,T_cells
+562,0.834961640625,0.09843740234375,5.137728252420967,-0.3847997039871682,4.780823695261979,0.5707850394219594,0.5895521902837285,5.910420833014258,-0.1953690479234176,B_cells
+563,0.91982015625,0.143792958984375,4.208983853555994,1.4894472824049938,4.834154198647872,0.2805830330134862,-0.0357956543738031,5.665752432605806,2.0260248529949583,B_cells
+564,1.50101609375,0.441870625,4.751406880322167,0.2857340307708133,5.412599705740374,5.87465514367712,2.599373423922509,-0.9791841835364292,4.655879772061717,Monocytes
+565,1.012027734375,0.1170675,0.671204373901416,4.136830021441811,5.494935354532625,0.8429038786123685,0.0781559673425998,0.3729045178132947,-0.4252676908952754,T_cells
+566,0.99669546875,0.147866435546875,0.1630675706515801,4.564652559939138,5.846079408017011,0.9579117633606088,-0.043078687254669,-1.023746128187507,-0.906891339864186,T_cells
+567,0.8048875,0.14189603515625,-0.6304997359197622,5.569984568941982,5.698434827610541,0.5866205505017403,-0.0481059371400366,-0.3329724856357971,-0.7536792990487701,T_cells
+568,1.389335625,0.629835625,3.169026270891363,2.0924852410945816,4.08444636820861,5.39433928296863,0.3764802781626375,0.2049954199043966,4.254683659038802,Monocytes
+569,0.9021365625,0.114576494140625,1.3681835411330203,5.228992352084913,5.401445718721892,0.6942379556847583,0.2380848258983844,0.5019048021721624,-0.9578843691501762,T_cells
+570,1.0750884375,0.113497509765625,-0.7995908363528814,4.994644794934161,5.582149128775169,0.2968056104143465,-0.050436490770152,0.8436334478825844,-1.393568700937726,T_cells
+571,0.831982421875,0.107615927734375,4.52595146838727,1.1636657314124064,5.066522644925909,0.7665204204042054,0.4368166234033724,5.776181089683863,0.6095860374275878,B_cells
+572,0.695621328125,0.145281806640625,1.5455973046445128,5.211100033635908,4.955196866321017,1.4115631357304972,0.1484717513611319,-0.1953166801048053,-0.0048550711585989,T_cells
+573,0.713655078125,0.113247265625,5.369080807011268,0.4341691159536718,4.93283979607705,0.6614840184596399,0.0072200170684841,5.759480268696963,0.900031408945897,B_cells
+574,0.849556640625,0.1423383203125,-0.7958155955415295,4.01263035746594,5.357200450741797,0.8894777113575517,0.4241215082993166,0.0901570288429743,0.6748256488997004,T_cells
+575,1.7273971875,0.4927866015625,4.200641407384983,1.4471518631344862,5.2601010567743325,5.163907890858389,0.5620952876305874,0.0402451804435572,3.908087282555911,Monocytes
+576,0.803416953125,0.1412611328125,0.3376253065478042,0.5024384682871588,3.3828382112534627,1.4090470680800211,4.035418767288202,-0.4815088312332235,-0.4729788837418286,Other cells
+577,0.787059140625,0.1204856640625,5.274655694749596,0.8821006258431288,5.409408032304912,0.7942315462917579,-0.1926077715756658,5.661672905508199,2.1983293646599305,B_cells
+578,0.8532315625,0.153639404296875,1.2553204495287171,4.68274959872667,5.372496613156354,0.9822057730474538,-0.1642906714601659,0.1019403964842416,1.0542236606062692,T_cells
+579,0.838875078125,0.08511337890625,-0.402298320730208,4.793927781320179,5.053820538110588,0.9008006750784427,0.0252661673775796,0.0652865973660223,-0.466233242910515,T_cells
+580,0.605593671875,0.125148447265625,1.171929884360997,4.631898727686662,5.245183345285431,0.8271260574363493,0.1683248870689841,-0.0458728450673791,-0.4928607012112,T_cells
+581,0.750667578125,0.120572685546875,3.918251247196306,-0.1070398599900109,5.035127121152907,0.4261556892998793,0.2074273214893143,5.084645295926078,0.368429933018384,B_cells
+582,0.969800078125,0.069171123046875,-0.7085206214155226,4.937992421106667,5.267044058839432,0.7458855668223179,-0.0765703544489189,0.4613155593976067,-0.998095673643712,T_cells
+583,0.95778734375,0.0791717919921875,5.337770881618477,1.1733693300804189,4.78461585410222,0.2700225812485191,0.8471266928623148,5.601300883036039,5.499564781473096,B_cells
+584,0.972332890625,0.097217392578125,0.8931681965541349,3.6509689188663024,4.548305416881248,0.7115525353268857,-0.157303264106843,0.3742537175897513,0.9315293174132868,T_cells
+585,0.903066015625,0.15549669921875,2.4209522441190887,4.66472826545524,5.6649409507383774,0.6191536483200533,-0.3153518157849228,-0.4213870062942976,-0.8090890195296861,T_cells
+586,1.07127234375,0.0758598388671875,1.3390183514586766,4.762438770185661,5.436959586071683,1.5497417586678934,0.2621454571425525,-0.80131561486798,-0.6598671242545023,T_cells
+587,1.053164453125,0.152497412109375,-0.9190750274228068,4.790674806428748,5.434276346224603,0.1515989763433041,0.0261730816314735,0.8295273334423823,-0.1125768353969927,T_cells
+588,0.910938828125,0.2043323828125,-0.906404715271962,0.6867491521608363,4.730265291883274,0.4954783635609137,4.463720597423422,-0.3166861715221677,0.422884988041366,Other cells
+589,0.74189859375,0.171193515625,0.6029694767602457,4.06885276247917,4.942698332061179,0.7445475158748273,0.1300614193165692,0.3594038187885879,-0.528952696840041,T_cells
+590,0.722361171875,0.15914412109375,1.367735564183732,-0.4962950561610447,4.543871143031385,0.3925077267757443,3.544375154661527,-0.1856687926639391,0.673007919868236,Other cells
+591,0.905319375,0.0732830078125,4.457400633146026,1.2437815261182896,4.511233416568799,-0.1586767556651613,0.3379918893416987,5.303938420636711,1.0757766847531958,B_cells
+592,0.770562578125,0.086686240234375,3.89613736541026,-0.2471661934861754,4.458766689341502,0.1580397741516563,0.1369419648585896,5.9535545915178725,-1.6086909329874153,B_cells
+593,0.973573046875,0.104141943359375,-0.2119583496383634,5.037951866352293,5.370765364318324,0.6186036344304681,-0.0990295038352179,-0.3485405289524889,0.4476851298547964,T_cells
+594,1.066716875,0.114608896484375,0.6879019075068499,4.353421843047589,4.948518724089456,1.0480442733666424,-0.2270496744800313,-0.4243938594541008,-0.8510725382531938,T_cells
+595,1.19226875,0.10129447265625,1.1106677720058398,4.308440395273115,5.599547619348388,1.321700848495528,-0.3209261223856499,0.8304804950044845,0.4668523215606744,T_cells
+596,0.76436515625,0.123356552734375,5.007702490355988,1.2558448368767785,4.873486777128954,0.7137091486728695,-0.2428143888739239,5.3226730591927645,0.0004825623104607,B_cells
+597,0.574796953125,0.095528720703125,1.3136670692126289,4.7884817690175,5.526047737401212,0.9251793796474144,0.1925379064114977,-0.190735796882042,-0.3936550725506411,T_cells
+598,0.79831953125,0.10903876953125,-0.0815661406969925,5.073831188175165,4.922234947357257,2.096255436824725,0.3415714538541098,-0.3238743802089275,-0.5239665577700832,T_cells
+599,1.03843859375,0.112686171875,0.9078916504464968,3.79104964819721,5.325215342418004,0.124522129857212,0.3020885669705758,-0.1418999853549231,-0.0820425293477161,T_cells
+600,0.962541875,0.08006173828125,-0.6446176607204774,4.774472684946243,5.191562968562123,0.0096140465857125,-0.2828923325307272,-0.3490270158846753,-0.2549839159247209,T_cells
+601,0.7530040625,0.0758226318359375,-0.040530761295741,4.824556744372991,5.413885040578373,0.3353076343644879,0.2330401195837743,-0.3168209823003502,1.1027062786236312,T_cells
+602,0.8355084375,0.1294031640625,4.620993507809087,2.0085796241906664,5.35232057313442,0.80401767246487,0.3916307164292293,5.90161981215161,0.1459326419546354,B_cells
+603,0.949899296875,0.15887046875,-0.93020113963316,0.4331020557663796,4.62580786200086,0.5614510731922356,2.859207842195087,0.0100338860358088,1.3022060779516706,Other cells
+604,1.075305625,0.12196251953125,0.1392930115326427,4.355775848939216,4.996159324728792,0.5597930546514305,1.2455651680903088,0.6942987324556791,-0.6773633217297457,T_cells
+605,1.15736671875,0.14712771484375,0.9467936873117287,4.814717634571623,5.6913900794861405,0.4988767667486237,0.1591869856212211,0.4177652217457357,1.1201091183289338,T_cells
+606,0.874581171875,0.0799321142578125,4.50872548107934,-1.071334984436629,4.6608393571942095,0.3030640008318236,0.0265911573872856,5.263792737800726,-0.2728993338215806,B_cells
+607,1.242420625,0.486625390625,3.192332913314321,-0.9320101515876964,4.74512166338562,5.089190486713811,0.4205047236988232,-0.121043281376606,2.690252881363975,Monocytes
+608,0.906096171875,0.14291140625,1.2518458035681497,5.041645125687668,5.317777524004844,0.4581325035844487,0.133663818089427,-0.1749919690227404,1.2030195019404994,T_cells
+609,0.9116515625,0.133932109375,0.9003926681561794,4.676294267902333,5.711746145130649,0.2970944543558464,-0.066341440550712,0.0196063445706363,0.4013845581721526,T_cells
+610,0.857017734375,0.1572898046875,-0.2395439043909592,0.017550325389751,4.689111679086274,0.7076284216365594,3.1447122892250627,-0.5401932256699022,-0.1842699775819843,Other cells
+611,0.67964140625,0.10371828125,-0.2247898126349037,4.982380829615834,5.462310501193649,0.2963898251187812,-0.2223089093466554,-0.5022043205287876,-0.2190028203843924,T_cells
+612,0.732444921875,0.083243466796875,4.838042365484799,1.0328289648682305,4.561500998771952,0.2165391077536966,-1.0443314122959402,5.558690778639708,0.0293126834873567,B_cells
+613,1.067788671875,0.136370322265625,0.4372320551133223,3.9846249042906208,5.023455676571909,0.5444196152715894,-0.2746950265172478,-0.6966603771916604,-0.4997230226057294,T_cells
+614,1.28257875,0.26624494140625,6.612484331256148,1.6328082332934777,5.1770887111595165,1.6899917860720282,0.0836726568909519,-0.7888673855042523,4.947242260939779,Monocytes
+615,0.554469140625,0.120638095703125,0.2585644240731137,4.7292022749551546,4.894803315888707,1.2876546221617264,-0.1635951355306769,-0.5671634224018628,0.1653427989652111,T_cells
+616,0.9987090625,0.132781728515625,-0.3988832467354446,4.907373413444749,5.262345021629117,0.5871996673057014,-0.4031377300159051,0.5892957748742792,0.3475827922799091,T_cells
+617,0.938106875,0.147437958984375,4.010305971697975,0.5155620022619789,5.19419435416528,0.2737748672867328,0.053343502123587,5.750074106363998,1.5698102335718025,B_cells
+618,0.88450546875,0.083598125,4.530088643217071,2.003157049241707,4.699803419147084,0.3282597086974524,0.392335240543437,5.812648295825937,1.4202357587030254,B_cells
+619,0.88263234375,0.114169619140625,0.3811241588779938,5.274722312330427,5.699860516820295,0.8199143059201499,-0.1213015104308136,-0.2648395517553121,0.532223666929218,T_cells
+620,0.938423359375,0.118819189453125,1.3318266305591189,4.533888931328407,4.4906248823704855,0.5922103196842904,3.5026248315942032,-0.5545652811552433,-1.0284986059587813,Other cells
+621,1.054018046875,0.15000818359375,1.379051295376866,4.616964541937152,5.619838115515013,1.615335186926706,-0.0259619742438945,0.5793106095193918,-1.3938507956815924,T_cells
+622,1.165947578125,0.130824189453125,1.0718983901573154,4.752858246315912,5.485170433729084,0.6535396048494925,-0.1292507956057522,-0.0769196689694597,0.9688282255661886,T_cells
+623,0.762808125,0.12456455078125,5.184695008679195,-2.269957227879556,4.867764128941623,1.0065120865063075,0.0903513325313783,4.979956541416836,6.213018076986955,B_cells
+624,1.243617421875,0.3740078515625,5.007190059268931,0.193960652398162,4.986643905111205,5.205560623266488,0.3909349000136912,0.3493793643146121,4.287087501682294,Monocytes
+625,1.291034921875,0.31719451171875,6.335760321193711,0.4515249126958533,5.574535737567022,4.804833414894029,-0.5146910062131913,-1.2617900467171674,4.913969094106021,Monocytes
+626,0.806536640625,0.163718076171875,4.64647928794463,4.577554435272244,5.891104520863149,0.275816650455403,-0.6865787858028436,-0.5014270829252635,1.113804242833398,T_cells
+627,0.8271565625,0.150874736328125,1.5780646863697751,5.2860820010174105,5.551494960433344,0.6064872281908381,0.0447380021634112,0.4170775872027474,-0.9157721357091458,T_cells
+628,1.2199309375,0.2098947265625,-1.025051635389742,4.343219926922487,5.1779932685525605,0.6947113606965547,-0.0210816169284585,0.9848290551268734,-0.3753862584208409,T_cells
+629,0.98254,0.146591826171875,0.6907329351670376,5.447529897975725,5.494163652126959,0.3212181090916115,-0.2398635463625642,-0.0991152611380742,-0.1740911935917881,T_cells
+630,0.824977109375,0.112447333984375,4.082799994131132,2.0824768986700506,5.230541851757472,0.7405473962306537,0.3904056204201473,5.48175191761946,2.132166958401487,B_cells
+631,0.775638359375,0.080520810546875,4.603964322356609,0.3780913602445872,4.816025121801239,0.5170500336420124,0.419716924576308,5.55895472717682,-1.062479685952936,B_cells
+632,0.8985784375,0.0732782080078125,5.19045793730079,-1.492021815128557,4.61601811159684,0.0676599581683098,-0.1076250399696757,5.034823428414447,-0.8397092618302658,B_cells
+633,0.9500215625,0.121578447265625,-0.4676533526548097,4.548904047336308,5.49370788763042,0.6509237615976353,0.2848847041193371,0.2922414403704837,0.094935672052102,T_cells
+634,0.745187734375,0.1040393359375,5.352994247036455,1.7789299707944648,4.291362731565307,0.2941835136077251,-0.323552431119648,5.433853669701021,0.2942940337438476,B_cells
+635,0.669993046875,0.103871904296875,4.788395465795613,2.1615846230479283,4.7635377791771205,1.238358879010649,0.0249128505794185,5.446386520565259,-0.4484860694313572,B_cells
+636,0.767769453125,0.0730477734375,5.31631214040064,1.3771315383196474,4.806992117583012,1.0041138155103582,-0.6868450959910999,5.670705626030756,1.3944901594672232,B_cells
+637,1.12904859375,0.12244080078125,-1.82812962401076,6.700450001803771,5.682537929164019,0.6469693745102847,-0.1307411660538857,0.4263766933625489,1.3008041930251952,T_cells
+638,0.832376171875,0.16291154296875,0.7245514321455325,0.7437740025937578,4.845615721777465,0.4055467624532693,4.048807174218596,0.5904269312809426,0.4072626652726643,Other cells
+639,0.915077890625,0.10799099609375,0.3113675412761135,4.962021451496017,5.214068649253683,0.4497267280122445,0.0270357664638816,0.2281851290950175,0.5745424548966368,T_cells
+640,0.897836953125,0.113247861328125,0.7649449629543639,5.312433285909431,5.436885379763615,1.1241545293463149,-0.5215189007273946,0.4740634380599657,0.8576026007222496,T_cells
+641,0.85074609375,0.06530408203125,-0.1223520272570195,5.042510925344935,5.1437304065903104,0.7267456440399678,-0.1513837661063793,-0.5950483004741902,-1.2079103265809337,T_cells
+642,1.032675703125,0.151941708984375,-0.0461091380156019,3.513400938045584,5.000855414731795,0.1044528628783694,1.215791067537205,0.3750054137314151,0.5792084522690579,T_cells
+643,0.81471015625,0.163252392578125,1.745729042343655,4.57541585196119,5.585710322012409,0.0250471233542785,-0.2264706750089544,-0.2012953555350723,0.1129644619975037,T_cells
+644,0.955278203125,0.1046850390625,1.4292391689547197,5.336909875170079,5.396388874668221,0.0014689366729215,0.1360864825943058,-0.3010186955480579,1.7820815332321351,T_cells
+645,0.92002453125,0.497309140625,3.006810450558047,-0.447419196883838,4.660872637537365,4.976460753872223,0.221830507890195,0.4267960440608213,2.632210122926285,Monocytes
+646,0.80668,0.125470703125,4.65619243803572,-0.8257161011253302,4.8319531056495055,0.9873523090669768,-0.338697650428348,5.251980862630163,-1.5850991638147436,B_cells
+647,0.571930546875,0.101791357421875,5.08832585026152,1.7174122274702328,4.518975230426806,1.1113365062364051,0.9320296154157548,5.754674844606358,-1.5259042122262838,B_cells
+648,1.080136875,0.13258548828125,1.7150549579759158,4.741035443889509,5.603781072644122,1.5887265339494911,0.042357536526929,0.075315078603418,-0.7766633946625068,T_cells
+649,0.863918515625,0.116368388671875,5.261013581323058,-2.1400124660742343,5.288820935750857,0.1439914964734162,-1.1381523707898238,4.819379937427936,0.5910310585575185,B_cells
+650,0.817568203125,0.18205712890625,4.40466776146327,1.457469522010718,5.766779248997116,0.610873747230464,-0.0093138021573756,6.017391312790988,1.831355480159846,B_cells
+651,1.327070625,0.144820927734375,1.542757992725741,4.563842158104196,5.461886922598344,1.0502420503538596,0.4327899630392381,0.4469231271710611,0.7473085902737966,T_cells
+652,1.291922578125,0.623768203125,3.608222254412349,2.165158321204056,4.881014221335489,5.676038492813197,0.4752204024522107,0.3052946807953701,4.605368057216985,Monocytes
+653,1.086949453125,0.0755171826171875,-0.287641416334114,3.842202543150192,4.221889150682141,1.7880982612376386,-0.0082398231157123,0.0288748997858764,0.6846581820984939,T_cells
+654,0.6345440234375,0.26401044921875,6.337713653479655,-2.1390975117092927,5.75478420021637,1.41053100594725,-0.951426077946433,5.958107188342659,-0.024997773581158,B_cells
+655,0.9310153125,0.0956247265625,5.418054998949434,-1.063288297664416,4.675439326857417,0.9736614636300388,-0.1501201534030951,5.929562169224759,1.8595537473407664,B_cells
+656,0.607161171875,0.161359091796875,1.342511451732393,-0.594134822815005,4.363345228595292,0.4967069387840898,4.113364388725865,1.0555206612751755,1.247272116317745,Other cells
+657,0.7295009375,0.13621189453125,4.870165219880515,2.252793055505843,4.9738159809280775,0.1592229442635668,0.3687233469060637,5.486409141772421,0.8521274190231087,B_cells
+658,0.896823203125,0.064014462890625,0.6388326369238322,4.519247061993156,5.265082298853547,0.8040168376198746,-0.1688564371266582,0.4881260622829606,-0.7433942871878143,T_cells
+659,0.709626875,0.142664169921875,5.416440228105828,1.9944712368165072,5.163384560494735,0.3644375323099081,-0.8536097339076756,5.900254899747482,-0.9429742488823194,B_cells
+660,1.073939921875,0.152188359375,1.5075629089664984,5.558516169100427,5.533591118521715,1.4134753546400407,-0.1702157386768854,-0.212236271646439,1.0629464981422778,T_cells
+661,0.560687890625,0.12381923828125,-0.1269980582557232,5.958754067031349,5.521890448013566,1.2771077509620017,0.2252247633018628,-0.2144084572352426,-0.2396825344986662,T_cells
+662,1.27681828125,0.3752584375,4.052450178724816,-0.2990298071714117,5.343656847112183,4.699149586119574,-0.4830785661123334,-0.3856066318187627,4.872190223741399,Monocytes
+663,0.96035484375,0.1628857421875,1.1451482835394706,4.875610225481396,5.533998435551953,1.150846122517371,-0.3679252802749475,0.197543484509888,-0.5872902010143302,T_cells
+664,0.817513671875,0.0864348046875,4.343439155895781,4.545682930593416,4.961567211237389,0.4191514563160278,0.2577727290861734,-0.1278135131935532,1.5663512732083813,T_cells
+665,0.834564140625,0.0921039453125,1.4961940869236343,4.953376308174418,5.3733006309196885,0.6487704246213318,0.2538315588185175,-0.1097496165766597,0.8140455596753753,T_cells
+666,1.25937296875,0.3805505078125,1.804202120297716,0.4158572664962268,4.685210115648321,4.851934195745619,-0.2642956497801044,0.5084074814812563,2.0022091513115394,Monocytes
+667,1.09944609375,0.093074306640625,-0.1929426818708328,4.410254537104116,5.269466908864366,0.7484061552868623,0.3251677160781313,-0.0002905233315681,-0.5121366185745145,T_cells
+668,0.9314109375,0.093031103515625,3.870372804933841,0.8184795680193007,5.040100259175757,0.2714047633440882,-0.0880128618431231,5.719901126714861,0.940994514645424,B_cells
+669,1.19922953125,0.12853361328125,0.3365872061140398,4.5439514172174365,5.00867675237635,0.4707689670755891,0.3446948113703794,0.2969571330168579,-0.4373522055249396,T_cells
+670,1.060183125,0.141060703125,1.3892288137682076,4.594235869402389,5.248865274600783,-0.139383354571597,-0.6276572510456933,-0.0921961260540847,-0.4217432269271978,T_cells
+671,0.91199171875,0.08885740234375,0.6268247011454754,5.173734579754933,5.398595965769028,0.5861299607324757,0.1963039846748734,0.640754007013535,0.1019328753865008,T_cells
+672,0.825859140625,0.19297697265625,0.9495302652861995,0.8266477845695122,4.275818043998692,1.1313536330187812,3.657502713874768,0.6559700060416315,0.3355317655087607,Other cells
+673,0.5676039453125,0.112024267578125,4.080076797768366,1.5272879767008385,4.85369575357943,1.655888314600646,0.0293080155866771,5.663119480529046,-1.8383265207001145,B_cells
+674,0.76040640625,0.115184990234375,-0.3054256774982845,4.488610299085128,5.513184068932847,-0.2460954691428739,0.110340706196188,-0.0985908373802336,-0.4811797098304969,T_cells
+675,0.777059296875,0.1163821875,0.2701822662607894,3.9911098907382776,5.05218842834003,0.7745482626978238,0.5302237338836533,0.0767775996005449,1.2371450251996436,T_cells
+676,1.04631796875,0.062045537109375,-0.9036732544827698,5.043428422282527,5.474298338497358,1.563376812374051,-0.0472012871471418,-0.4815911597103636,0.7702778908210876,T_cells
+677,0.786672890625,0.102579892578125,-0.1255331030098267,4.741123484219406,5.465184903085796,0.6453837626599817,0.4371051876581148,0.2975966645930286,-0.0004621924298495,T_cells
+678,0.8191615625,0.13048513671875,1.950963341510352,5.22458783897856,5.71664455219335,0.4379673920301228,0.1644946305549357,-0.4369682337026696,0.0471905249987073,T_cells
+679,0.805692734375,0.110139345703125,4.604410984154843,1.905459851671888,5.006331003895598,0.6412056275225655,0.0513866208853706,5.3655060633685965,0.523624863868708,B_cells
+680,1.01020546875,0.104451005859375,-1.0994654288093535,5.079630571264025,5.448537169107425,0.3083266153508204,0.0178742515833055,-0.2824521007645533,0.0259776856657201,T_cells
+681,0.777621328125,0.17934888671875,1.0423297457455083,-0.2638036161869277,4.833453285214547,0.6135651837172563,3.840564814085293,-0.5745539241057517,-0.1601601420884386,Other cells
+682,0.7814234375,0.090203427734375,1.007259980555733,5.2783042465163845,5.298105080960822,0.540904223011952,0.0294319034269514,-0.217078786701562,-1.119646650893943,T_cells
+683,0.761703046875,0.094654365234375,1.9245642937413088,4.567818420518163,5.321942947829088,0.5900040065000043,-0.0458355651206231,-0.1737571061987382,0.2278660540720662,T_cells
+684,0.983043359375,0.108779521484375,3.697900005095037,1.8197665906116096,4.964070453190958,0.8237966103078278,0.2482653247966178,5.258440306396894,0.2820842497302528,B_cells
+685,0.84793625,0.1795091015625,-0.1227053952219514,0.4129261394451538,3.90801849001108,0.4907594350573127,3.5013434360090225,-0.3628957499037492,0.9526091757178295,Other cells
+686,0.756795,0.1087153125,1.744018067680878,4.909100823788648,5.342105292079159,1.6227058153234424,0.0544429421451571,-0.2262769188887105,0.0217047544857477,T_cells
+687,0.866551875,0.20301916015625,1.1955221533476317,4.680387474503439,5.67738623880912,0.4461062263494715,0.0467587871059477,-0.0867763535042318,-0.8250279609220992,T_cells
+688,0.750803125,0.17182123046875,1.4245410825926477,4.779241772248178,5.2992210176580015,0.1176278238384219,-0.3429288429516687,-0.2864742100928047,-0.6757831636592249,T_cells
+689,0.95563953125,0.10056115234375,-2.961656752466382,7.991092445666757,5.6206605243336725,1.2060671805390666,-0.0283871025811273,0.8289192423707028,3.2126197542753,T_cells
+690,0.836954140625,0.14390876953125,-0.638068372688655,4.682502573968786,5.497151810840278,0.181128317544601,-0.2650855242764446,0.1908113453847212,-0.9718954441101544,T_cells
+691,0.78924265625,0.154798193359375,0.1193573575370012,4.343202938150373,5.76420697017104,1.3035058312832586,-0.3340474089144901,0.1193992668580947,0.2518121727997963,T_cells
+692,1.213147265625,0.16861009765625,0.1022379332863313,-0.0491279574713859,4.39835408297895,0.4271099064103559,3.994546130650224,-0.6143510123509023,0.6027089804540343,Other cells
+693,0.986414765625,0.100717177734375,-0.6181011453832669,4.882232402524767,5.489997968427852,0.4139040430930287,-0.1076287728470958,0.3349727961572175,-1.3406803946392836,T_cells
+694,0.76122,0.11138515625,-0.6616395760831729,5.183509791666141,5.181674143632244,0.2169314629755813,-0.1170997952513492,0.6021862589818805,-0.7112741429255042,T_cells
+695,0.93691484375,0.154380517578125,-0.6958235573335996,4.218250216474655,5.623969280060431,0.4017886298030324,0.0411991855750109,0.739931614651648,0.0806633150509635,T_cells
+696,0.6768834375,0.10349923828125,4.072789195883673,1.1765907400603135,4.673365469364363,1.4601087490465277,-0.9450138193326,4.621303319569873,-1.1366542015233647,B_cells
+697,1.456125625,0.19627265625,0.7462268952504056,4.209461242946502,5.458161633940912,0.9563373760431106,0.2778599821857438,-0.1849233911653436,-0.1039836333890167,T_cells
+698,1.092253046875,0.123478369140625,0.8788503706631552,4.952743877754121,5.491275555288115,0.4917733736738524,2.852914590536377,-0.4857601106767859,0.0617434721484192,T_cells
+699,1.922709375,0.25437689453125,-4.92141089660628,8.847604598738425,5.307502253426078,1.5716151238708724,-0.4941326384944299,2.4141852532177923,2.736853373527035,T_cells
+700,1.000083515625,0.146514404296875,-0.9198135103017496,-0.4829569880916406,3.2002140957929703,0.0388723325830788,5.892648498266843,-2.109247350741245,-0.6005642068643411,Other cells
+701,0.717287421875,0.11487533203125,-0.482148516540096,4.415156962529783,4.937518987459421,0.3707021855811844,0.6827584369352133,0.1811368067972253,0.1682082475913855,T_cells
+702,1.306288671875,0.494442734375,3.875476721718639,1.7217545834522312,5.201795065883533,5.535018250708636,-0.3197309991726662,0.0551238863120765,3.62557214428382,Monocytes
+703,1.3007659375,0.42306015625,4.858183693176956,2.3451041274270192,4.925947885064384,4.8907834981674725,0.3105015008968307,-0.0252425704577415,4.146235667750039,Monocytes
+704,0.95885734375,0.5526005078125,3.291618564547099,1.5463204594068227,4.495069745035224,5.011648089411053,2.759702068640515,0.717790152290455,3.855747005481032,Monocytes
+705,0.959478359375,0.102566083984375,-0.1507889201898826,4.376194820795575,5.325652758404976,0.0107676368301303,0.0262442183780576,0.4193759719422421,-0.7536485492387855,T_cells
+706,1.1589840625,0.10001986328125,0.2316075042146161,4.839918123005528,4.937802987237676,0.0393437443552552,0.4312832787217304,-0.6071232222655092,-0.3811644916272151,T_cells
+707,0.735944140625,0.121490234375,-0.7700819436077849,4.891422747627374,5.682933504659022,0.366661523784851,-0.3642304013584136,0.8725823508393371,-1.022236213220852,T_cells
+708,1.015853671875,0.12964919921875,-0.8635302290368565,4.62309396086766,5.608898142641495,0.3961971954293795,-0.1086998073839659,0.2112236438916,0.0963167744566299,T_cells
+709,0.880554609375,0.12967919921875,1.7156583095944904,5.1803065852698005,5.348054568713374,0.3774104110238543,-0.0635485803681003,-0.2668518055014783,0.0504436207022198,T_cells
+710,0.842586328125,0.053165859375,0.838447731279202,4.4612260135750095,4.770496867817767,0.5385086329599368,0.4565578750159187,-0.1686683617364558,0.2669472709936187,T_cells
+711,0.690983046875,0.144253837890625,0.6208574961041615,4.897056998523741,5.62526291383297,1.6222143668572122,0.237156353524422,0.1878351184413884,-0.5384159135962199,T_cells
+712,0.9039546875,0.09362759765625,-0.8094980353913117,4.4980503401346,5.436387442627764,0.2986224437741078,-0.2075979448108813,0.2611449801373015,0.4042136087847401,T_cells
+713,0.9061853125,0.102383056640625,1.2547516521709068,4.3398095265118615,5.477877789824998,0.6327006984831874,-0.0718378292662328,0.5531542027673738,-1.797110067367334,T_cells
+714,0.879488046875,0.127103583984375,3.6297385341112087,4.408129890266557,5.168911970359712,0.8843243206249725,0.3248274070904302,0.1265231199270081,0.5810822900159054,T_cells
+715,0.8602840625,0.14448787109375,1.0266697865210617,4.612266801582581,5.6583176507548245,0.4819614855400081,0.2128194931556077,0.5972831910703875,0.8877358679729521,T_cells
+716,1.086920625,0.1173057421875,-0.8725310420696952,5.366732957981918,5.719540579250936,0.3728804325135328,-0.1383200713185042,0.2518565970748159,0.3517954739517859,T_cells
+717,0.85043265625,0.10458482421875,-0.374240509848844,4.662389422171391,5.5523294437934565,0.6312587484838272,-0.3466801854830691,0.3184464092386427,1.0334858162444585,T_cells
+718,1.003447890625,0.1727933984375,-0.4818977018348314,4.615694401689412,5.357354128709046,-0.0117487813180425,-0.4379428589502041,0.6550875057993475,-0.1818636518391656,T_cells
+719,1.008648046875,0.09986083984375,0.048161968271172,4.417515762258551,5.483769500567603,0.9373354341861584,-0.2179791972274525,-0.2896889440780887,-0.6938640087219785,T_cells
+720,0.89422109375,0.17108970703125,1.5141245589314596,4.610899123842789,5.468489106872469,1.563490049418523,0.1573775580825022,0.3043034324226111,-1.0000417517551303,T_cells
+721,0.905259375,0.149360087890625,0.3703653504096208,0.0425366064377364,4.637310734255956,-0.0522932207957266,3.726030008200724,0.0471212340253858,0.4755217779226981,Other cells
+722,0.593578828125,0.0680321337890625,1.168424464653529,4.06105941905744,4.551668441957724,1.3359591760812424,0.1972843929510091,0.05907683652639,-0.2744671894210058,T_cells
+723,0.874785234375,0.09748384765625,-0.8857518025180845,4.938448230837666,5.492918505209609,1.574565400552178,0.2950332929675396,0.6990725107105128,0.4593297785228015,T_cells
+724,0.922500546875,0.10623509765625,-1.107992478440042,5.482790175206083,5.414276408408944,0.8044681889980839,-0.1251463306568419,0.7150303854658113,-0.2272161769442096,T_cells
+725,1.0570996875,0.106142685546875,1.873916116087,4.733040912540296,5.475938930473912,-0.4206679867817602,-0.1437161158377734,0.90159452561045,-1.1611608875375197,T_cells
+726,0.91097328125,0.1516092578125,3.500561537338202,-0.3996709037597091,4.594057985220341,0.5192248406566304,-0.2674321540114819,4.96430366684278,1.1290991731308502,B_cells
+727,0.846003984375,0.11238732421875,5.576418435990543,1.310201902256911,5.16147450233164,0.7157261933557995,0.3625766874333926,5.913309904381156,-1.2025008341998795,B_cells
+728,0.7930584375,0.116586826171875,0.7149630644831759,4.155846759910324,5.003598423002826,1.448680819255468,0.0819103995739597,0.4259080951466798,-0.3792357965678192,T_cells
+729,0.55023640625,0.17976173828125,4.16903049894132,1.9176961719287864,5.4449904239313485,0.6581900278294999,0.0468596542225638,5.221434072169233,0.1486567948203692,B_cells
+730,1.1549146875,0.26325158203125,4.782489565798309,0.0988931934626184,5.486694735657196,4.571329024782107,-0.3542897888482278,0.814846213310747,4.631102797826776,Monocytes
+731,0.74709640625,0.071799560546875,1.9159719174342125,6.83176529228018,5.0622519994764525,0.0542306358224842,-0.2362888859843934,-0.4597896230354892,1.4664256380107044,T_cells
+732,1.0744709375,0.161294873046875,1.7558142135975476,5.000984804328922,5.515031014975667,1.022314022956223,0.1320158415765694,-0.9815686847594716,1.1260103005595905,T_cells
+733,0.95087765625,0.139631865234375,0.4710256457827043,4.722188658461893,5.705411293545765,0.3235285084628143,0.0743722636999622,0.6250474322357749,-0.6656232479903043,T_cells
+734,0.9979271875,0.146965693359375,1.3473909114819556,4.069668455050146,4.934818392813307,0.8517005289185113,0.6289484360334991,0.6187645953914525,0.6459114259015533,T_cells
+735,1.036064609375,0.149064833984375,-0.2152569331914892,5.086862666394462,5.887454103544317,1.275037828485793,-0.0794737966957754,-0.1019402710877692,-1.0208518231557553,T_cells
+736,1.0284959375,0.141015693359375,1.544942531514205,4.584636599860727,5.560814650871982,0.6198358718264588,-0.1501373506116839,0.147102770080811,-0.0727409297604418,T_cells
+737,0.903229453125,0.12217916015625,1.0403743533206051,4.335141056798,5.27669871266921,0.6615360488061317,1.5036706370095687,-0.1932986331363612,-1.509857785681545,T_cells
+738,1.028981875,0.16087419921875,1.590171332697071,5.42830222026687,5.765828288764726,0.9809096738080244,0.0979737447837332,-0.3302097178359759,0.1661928603579789,T_cells
+739,0.979127578125,0.12742703125,1.0711378021212592,4.839368122285179,5.596276070008696,0.5305395860972344,-0.3994457465376841,0.3723175737849272,0.2265848239326349,T_cells
+740,0.85970875,0.097683671875,0.841767596272007,5.726237220334418,5.648908822738311,0.4773724238429312,0.0244382031664362,0.0041880883722667,-0.4107732911790209,T_cells
+741,0.9230346875,0.0629006787109375,0.276776802834352,4.299126614029836,5.051948414874028,0.4557693490579361,-0.1672224379378225,0.058078506995244,-0.7690992082226127,T_cells
+742,0.83254125,0.118509541015625,4.868153474820957,-0.2509157111729503,5.427428920484616,0.7342428317200533,0.3057555994460766,5.819318929253504,0.8229422124547426,B_cells
+743,0.8659721875,0.08440826171875,-0.6993743013595272,4.645553581703743,5.213693424769119,0.7852487117199152,-0.0573613500844936,0.4130921677393984,0.4933011210737087,T_cells
+744,0.937643046875,0.10678298828125,2.0508489403303214,5.121445932167367,5.14712171689939,0.4361037203030891,0.1466213371494896,-0.4052458979448008,-0.4323297227887918,T_cells
+745,1.78420671875,0.24264578125,6.327933637386962,2.1073898182825705,5.885277597765391,1.020803273506761,-0.3798349606875782,6.3907923548969485,-0.6305769946518823,B_cells
+746,0.9547646875,0.4402493359375,2.9478621181358284,2.031521823286176,4.623725836085426,5.16858714045978,0.212690387651379,0.2143468057311164,3.5995059642653056,Monocytes
+747,1.21203140625,0.107072841796875,1.574357320604027,4.540510556226547,5.4320862993386045,-0.1143210573293578,0.2610526479973231,0.0205517847296122,-0.6161723634308225,T_cells
+748,0.972709453125,0.094339921875,-2.8782237769735777,8.401387211156019,5.68963201205866,0.9738690947679024,0.0125461004993092,-0.5010693968574988,3.4983558443050304,T_cells
+749,1.147273828125,0.57509609375,1.7098383492378793,0.460045812771567,4.490243200487087,5.363726855976697,1.3659626474376432,0.6644115861082501,4.419563531295551,Monocytes
+750,1.86803,0.214826796875,-1.4252070397946797,8.128325578292346,6.22454151571823,1.2836480498838143,0.1387551193339238,1.2492304788090018,3.0171134449814985,T_cells
+751,0.895366171875,0.13167634765625,2.9165844824587537,4.22674346963252,5.144388641903281,0.2975543818265662,-0.1765251210331622,-0.0387346890959561,0.0003890729595076,T_cells
+752,0.511231328125,0.098543017578125,1.6596745520873342,5.60200029250132,5.4269920416370505,0.6563021440805887,0.0296600514408801,0.151435724157394,-0.0110947017347425,T_cells
+753,0.99942125,0.106556748046875,-1.4003755424792914,5.13700783597082,5.563013080199741,0.498883554321053,-0.0632020444362827,0.3643661138964822,-1.6015546240089529,T_cells
+754,1.193224140625,0.4159513671875,3.5650288691173624,0.3715064570311808,4.872886526785068,5.292091738310209,0.4217344082537957,-0.1469376343261559,3.0915654073373355,Monocytes
+755,0.80569015625,0.135129921875,1.394083152667135,4.840094361733472,5.162996913929344,0.7114941752660261,0.23257991974054,0.3474397983695091,-0.3351000711878979,T_cells
+756,0.859948203125,0.105930849609375,-0.3591632324138776,5.141249966186657,5.531255231306665,0.8723097318950771,0.2518746319579608,0.1956503328099943,-0.8029159797534721,T_cells
+757,2.15214125,0.30129251953125,5.722659394831758,1.9772940342515888,5.777748564435256,2.187390574221583,0.1284889429486364,6.746487572062349,2.6293148948742324,Monocytes
+758,1.27214609375,0.0737816943359375,1.8398992366579647,5.409196753995711,5.44503004285619,1.046303455704389,0.0641769627738205,-0.1988587488980484,-1.1866769311644292,T_cells
+759,1.8288321875,0.4085272265625,3.3656770930312896,-0.1343966948876287,4.869308282470687,5.3093150496185135,0.1896912583462784,0.3238599849563798,2.968427356558628,Monocytes
+760,1.04243203125,0.12596517578125,1.0854626584461655,4.773971230515255,5.447666037370093,0.601141192101037,0.2504433319629027,0.2349812980175283,0.5062471397600155,T_cells
+761,0.86644484375,0.081226533203125,5.089334701368679,0.7303435686843051,5.14451613908835,-0.586052426698575,-0.1442712330296015,5.423063671046756,0.7478476895822994,B_cells
+762,0.814287578125,0.15627923828125,-0.9565826318096848,4.84385238817223,4.900007750536831,0.4206558436438479,-0.3647237531024884,0.5073825769569685,-0.8153257766745109,T_cells
+763,0.6832446875,0.112639375,-0.9231927972201044,4.66632653440206,5.208047229927231,0.8049135374949302,-0.129629833724201,0.4067083970474829,0.0093070046664311,T_cells
+764,0.964060234375,0.1262190234375,1.1072219589120775,4.448362414124584,5.372621554711996,0.7695478975684521,0.0097793409320114,-0.1340625039475111,-0.9634039849526408,T_cells
+765,0.957802265625,0.0789407470703125,4.833969154603883,-1.3926977195047734,4.950045409257027,-0.3212693393947877,-0.6580131385563506,5.73593061090233,2.034069200938337,B_cells
+766,0.8721759375,0.097287607421875,-0.0618372320979991,5.429667724221502,5.4169137328963295,-0.1801608485246983,-0.560316428373306,-0.3770846569670567,0.1173666036891354,T_cells
+767,0.83729015625,0.152247763671875,-0.7163501337680009,0.5063687552353489,4.822700820802248,0.3149795542533886,3.5308056719530225,0.7769006362778242,-0.5130843813619711,Other cells
+768,0.785562109375,0.11610375,0.1631412390673689,5.226641882684774,5.563005773643717,0.2112610066220199,0.3675788594048389,0.1596293283722467,0.1683466865639334,T_cells
+769,0.719600703125,0.111810634765625,0.9154682600061124,4.941549560874141,5.659175819805162,0.7190422736523473,0.0090242404097725,0.6707426165767865,-1.002616621643867,T_cells
+770,0.819480546875,0.093055107421875,6.094337454543939,1.364081287940483,4.925794734519369,0.324225100546722,0.1434075298435179,5.680926424577327,0.8742669964501308,B_cells
+771,0.841770390625,0.1115141796875,-0.6230859153594389,4.9939308996160925,5.766966776124209,1.4344648815558696,-0.0971087081295381,-0.3054164712215192,0.9472479881521304,T_cells
+772,1.44149296875,0.5612017578125,3.1613720084826085,1.207695542958018,4.573324428492985,4.831814759049073,1.7037967766105395,1.0933819733853516,2.254784087867235,Monocytes
+773,1.160523828125,0.392462421875,3.3318479801965,1.0280663291286642,4.316608019560418,4.935098832692349,1.4265501415835766,0.609188265976158,3.338744076967437,Monocytes
+774,1.004495078125,0.115026572265625,1.6081383174347852,4.074010851764984,4.97661631035123,1.4022408738645284,-0.176977128937811,-0.4701516112114075,0.2320851873026294,T_cells
+775,0.9850740625,0.098615029296875,5.214651826417501,2.031326927308815,4.757148331166848,0.1905618595433176,-0.6080363500870668,5.418902992190652,-1.0650773465218064,B_cells
+776,0.98853890625,0.07477845703125,4.488637904777581,-1.0390386520384365,4.85064657700938,0.480480033852953,-0.2396099849299154,5.384615805169653,-1.4299621300901153,B_cells
+777,0.759433984375,0.178133671875,-0.9400062713084836,5.127785482599481,5.777708558610889,0.5091612648486183,0.0631000399085091,0.3934473427723419,0.0098537498670631,T_cells
+778,0.976592421875,0.119335888671875,1.655734548515067,4.981331583638962,5.512632006658722,0.454715320992508,-0.2226894244739666,0.4243915542008278,0.0661273361249134,T_cells
+779,0.884901640625,0.106118076171875,2.2218847871413305,5.1723762712033965,5.309475616158184,0.4929222994150416,-0.045043725450546,-0.5078471877567032,-0.2524767126018623,T_cells
+780,0.6384727734375,0.172070859375,5.275175351887234,2.208038878769896,5.485116007600218,0.0994936812069382,-0.7136404228551044,5.864733900966816,2.204440447130701,B_cells
+781,0.9396440625,0.09337435546875,-0.7401802476275218,5.022465464705387,5.574136859284533,1.214815524371962,0.201192226729624,-0.0061545162167962,1.1447539468021588,T_cells
+782,0.748769296875,0.137882578125,5.013816676663968,1.9972389588241388,5.068174463660975,0.2473134409948802,0.6240337872801096,5.768992077371535,0.0735268793425586,B_cells
+783,0.98725921875,0.14804947265625,-0.6764024599001283,5.000778238493888,5.44089861268651,1.105651605813037,-0.1547644485073471,-0.2505764354217161,0.6355333745525286,T_cells
+784,0.694293359375,0.1444452734375,1.2378235481742994,4.458027265480987,5.479476253613152,0.3436137872796338,-0.0129043796706404,-0.7667397600747884,0.8081938000168143,T_cells
+785,0.908420859375,0.18268904296875,1.291687190443909,5.837967641453745,5.838937793578431,0.5862984320985729,-0.2216730374435818,0.2901890218604455,-1.581863200211708,T_cells
+786,0.695927890625,0.135980849609375,0.8359106050870121,4.083426477165981,5.401434409250825,1.2173961998593832,0.057528338419727,-0.2555297795752501,-0.6356306433010195,T_cells
+787,0.928806171875,0.0775629248046875,5.642288369208903,0.9431032696597722,4.690356773371092,0.510293940355244,0.1994471636412893,5.8228523101976855,-1.582676983414512,B_cells
+788,0.937191640625,0.126029990234375,4.740142411552437,1.4958181563602966,4.8441714893343,0.3454246236186698,0.0497090691717119,5.449053711915126,-0.5605462901180559,B_cells
+789,0.91321125,0.14481373046875,0.2775534691174601,0.1595288301884623,5.060090233425007,0.3198818150112849,3.307638630965545,0.9780132447414884,-0.2206373476220259,Other cells
+790,1.134016875,0.155879580078125,-0.148791474833171,-0.4748719403467948,5.138268348505687,0.4556045408501571,3.6272720388087945,-0.6861183153014363,0.2547886033097432,Other cells
+791,0.93971796875,0.155553125,-0.4829432518095529,4.71006459159061,5.378106968573841,0.1976409218824398,-0.2208673314924623,-0.237870029963524,0.9240594962484812,T_cells
+792,0.693895703125,0.166833203125,0.2491213798566384,-0.0173446007405345,4.497684718519541,0.8250017308477904,3.608383913201739,0.463912649260674,-0.7627480200810178,Other cells
+793,1.00532875,0.123325341796875,0.9625109177041892,5.094525437711874,5.587653311333889,0.6219614874276865,0.2849193688168331,0.8189179653327794,-0.4150838327818064,T_cells
+794,1.0369584375,0.1621794140625,0.8861211020861373,4.90349128268524,5.045639130001663,0.6852905431979286,1.2031666024225631,-0.1011536207185665,-0.8294256339163848,T_cells
+795,0.6124780859375,0.14055482421875,0.6737046338985953,4.699555967451091,4.934902592644426,1.687198710970044,0.4930031658311793,0.1737368535298784,0.1646308129988886,T_cells
+796,0.631037734375,0.14387876953125,1.4680668801668204,4.289605458185558,5.233155715706135,0.7784616002261702,0.0872932802308933,-0.190112915788502,1.0952845326657965,T_cells
+797,0.84244015625,0.125927978515625,-0.9348719849305936,4.283026425398518,5.483895606596168,0.9910316281894966,-0.1199304370548407,-0.1339299827524926,0.4818343747825284,T_cells
+798,0.6108541015625,0.102463466796875,5.582199513266537,-1.820711367193736,4.939302453244283,0.2462185936217651,-0.1485177363108153,5.399823088526478,0.9022719720353212,B_cells
+799,1.02822203125,0.142999619140625,1.199142099691234,4.615866602841269,5.481007688024639,0.4529981019007093,0.5817622649017443,0.1753292177562858,-0.0058149894477306,T_cells
+800,0.890013828125,0.18577115234375,-1.1722117068122366,4.424958357603336,5.279033184968679,-0.0570401123465587,0.8872198976047964,-0.3457789103871548,-1.203985306359986,T_cells
+801,0.858415078125,0.0850677734375,-0.2913684144079183,3.941923156217767,4.886308238794626,0.4822688756014726,0.1075933064282889,0.0445772850730475,0.387530883533298,T_cells
+802,1.69089828125,0.1475669921875,2.3441565220010925,4.9821515251301935,5.837384348328495,0.7634518541096152,-0.2198925217039908,0.5141497900924166,-0.4963234812929692,T_cells
+803,0.631073984375,0.09891748046875,-0.1064766692008914,4.621006026103965,5.148251050850054,0.5672002035671597,-0.2334151881934028,-0.0827819010448568,0.346206803903855,T_cells
+804,0.901167265625,0.0764377392578125,0.5584973123894522,4.313479004509185,5.030485604366386,0.6172344475915797,-0.2065713545269235,-0.2953214261909668,0.7028530980989183,T_cells
+805,0.955720390625,0.085155986328125,4.622142374887496,2.076520421670398,4.836255068795053,-0.0569939490473753,-0.3598051535869649,5.558869989632908,-1.2297663019655722,B_cells
+806,0.91127953125,0.140730048828125,0.930791630091112,4.589256141023866,5.208989507744838,0.159782895447702,-0.2616298563526601,-0.0817026886354616,0.2162451729694445,T_cells
+807,1.0343490625,0.22703765625,4.850657083111624,1.164066934474746,4.390562310534386,0.5575955037061434,1.653695383744228,0.1360872213090242,4.2421293001363605,Other cells
+808,0.8962859375,0.115564248046875,5.6370906828468765,1.343509403448028,5.178137423069563,0.1630874274408628,-0.350851320728847,5.524542399909774,2.4603621336538715,B_cells
+809,0.942632265625,0.115617666015625,-0.0585917861083369,4.667340334958123,5.230335567461652,0.2713290454931145,-0.2799533930617686,-0.1143030761460957,1.3774918693404292,T_cells
+810,1.157269375,0.112901611328125,2.5441703207870363,4.515036462901492,5.467815594069958,0.314743662025558,-0.2222218767956797,0.9650178726838152,0.9419423525280824,T_cells
+811,1.293814609375,0.462603671875,3.2770271310785386,0.2536334499058736,3.488769749369414,4.299391327463515,0.1838701173113333,0.2546575912623724,1.5904836880818234,Monocytes
+812,1.240932421875,0.442333984375,2.227982089006317,1.4199492392867894,4.515552364639808,4.601391450804783,0.1072427715550434,0.3097642352144915,2.6476386902234954,Monocytes
+813,0.93743640625,0.073892109375,1.541841415429598,4.976914016873447,4.562370047750636,0.913194570051742,-0.1267844806129923,-0.5296338160974967,-0.9650260525330192,T_cells
+814,0.99162734375,0.1380830078125,-1.3968238614993689,5.619406422064775,5.415978648913646,1.0061667624017945,-0.0191495992926143,0.8881845585932562,0.0758815695248067,T_cells
+815,0.877313046875,0.127042373046875,1.688546781059535,-0.8982941698170416,4.684746443975038,0.8704165922922431,2.758848644751396,-0.6748311907397042,-0.1254066822097298,Other cells
+816,1.30655234375,0.13139548828125,-0.0982044968410606,4.021574128837557,4.791173171074091,0.3534492650778223,-0.1916295387177929,-0.1096471861772356,-0.7388302475722441,T_cells
+817,1.156634609375,0.1377571484375,-0.2313501393142601,4.222576676205974,5.370744719267933,0.4601485533409586,0.0245438972009323,-0.0270588344743491,0.8819901145527431,T_cells
+818,1.28953609375,0.1336224609375,0.0175121300881518,4.095721046851841,5.336708326011991,0.4289116737903308,-0.4694873758156803,0.3502754073816077,-0.5507913955229427,T_cells
+819,0.89582078125,0.11960953125,1.280261332755367,4.932019506439844,5.550611279581455,0.6601229091195819,-0.3498001774034836,0.9058728511968788,-0.8231644983429196,T_cells
+820,1.02825671875,0.157825693359375,1.2462124901258986,3.7090858134115647,4.840281166599325,0.5599898082449277,3.673220094675037,-0.8422882994612217,0.6850955571932205,Other cells
+821,0.8128003125,0.099693408203125,4.348796286198085,1.8753464044265928,4.339334577642316,0.1095984285734096,3.815776532587664,5.921705502106683,-0.1920256681904996,Other cells
+822,0.6342170703125,0.16866169921875,1.6839663940828191,4.828616266502972,5.353110900551479,0.3450312072302532,0.5270452544344131,-0.2998725685001898,-0.0517465521170503,T_cells
+823,1.132267265625,0.3807957421875,4.962614405895573,1.7468794667295438,5.496380815811984,4.575502174278423,0.3192604033495367,0.2677557934762831,5.159612368789939,Monocytes
+824,0.96410703125,0.10240826171875,0.8984551104106653,5.037170520982411,5.403954192833383,0.1925704155568661,-0.1547054377924713,-0.1867070994443543,0.1292520224452224,T_cells
+825,1.03228515625,0.134094140625,0.5853281006130384,4.583546272232997,5.415067579435,0.3946041917620145,0.0364486723140354,0.2561841999595177,-0.8321502527130484,T_cells
+826,0.963496171875,0.1151159765625,0.0650001032613156,4.203828486093202,4.797364011101637,1.414916825519564,0.0519283971834255,0.1317003140281759,-0.061456130416443,T_cells
+827,1.265461484375,0.20542525390625,0.8369833950765432,1.5374962323962014,4.3995375073651495,1.996668650843162,0.107720985495572,5.289041088692568,1.296729713689013,B_cells
+828,0.80599734375,0.0782908447265625,-1.8278410740578608,6.389360399014795,5.033547626282835,0.8525019846418986,-0.2488092796021046,0.0718696674045555,1.968675175983745,T_cells
+829,1.18882609375,0.628156875,2.9143271944403835,-0.3819747964501073,4.430890146810692,4.887797409523583,0.1359125256190047,-0.3338438889177614,3.414330633189834,Monocytes
+830,0.948104921875,0.1473143359375,5.666949298379524,1.9691331447704192,5.125872712573941,0.6804575166990103,-0.4575589460475824,5.407486505940208,2.1000467344979143,B_cells
+831,0.81627109375,0.1422837109375,-0.9753504185301988,5.1112598771546764,5.715498739888274,0.7996219602206431,0.0395832674983774,0.1196665489997158,-0.7051097589995133,T_cells
+832,0.618493046875,0.131731552734375,4.4018008123474655,1.1220492910964592,4.644292634997381,0.2052284299824603,-0.1498014367846102,4.925888157753325,-0.1628204111734051,B_cells
+833,0.802431484375,0.072531083984375,5.047092495440511,-1.4757564540839134,5.019972978888751,-0.2726226661594814,-0.0112248518305752,5.95399080326507,0.7721268174005848,B_cells
+834,0.839076328125,0.17042599609375,1.142848407207613,4.974473954123608,5.380460989199571,0.4003215319436382,-0.0079644594340006,0.56896098032135,-1.1843021286732007,T_cells
+835,0.91999703125,0.118260498046875,1.1020455255974897,3.966108592097103,5.116756367930704,0.1540944947327209,-0.7955188274316193,-0.2656330159347432,-0.1256519847046573,T_cells
+836,1.5300209375,0.462391875,3.6997226337475495,-0.7040439316709138,5.022113726931694,5.687169210476897,-0.0175411568188243,2.971170645777041,4.007715239798636,Monocytes
+837,1.108877421875,0.132018388671875,0.1005867577429541,4.732494798644472,5.52974339474359,1.2950445469303404,0.1159291477527506,0.1246013707627342,-0.6234910001714822,T_cells
+838,0.798831796875,0.129962451171875,0.4583061439408348,5.623403048307866,5.588005293848155,0.7216695080068036,-0.2168885765223912,0.4909260259523376,-0.8392299857135089,T_cells
+839,1.36560640625,0.0795114453125,2.3160297063112005,5.036769645683157,5.430421701705751,1.5106443358801245,-0.0091423632180578,-0.3427536069144786,0.364710849597737,T_cells
+840,1.263048671875,0.103880908203125,4.39647200772588,3.924084660463792,5.1060049403022205,0.9247966282404896,0.0060064040103411,-1.1034692779589028,-0.4286208356855371,T_cells
+841,1.290308515625,0.2159700390625,4.458634819434678,2.175479385729046,4.281539795366683,0.7612028840486039,4.28664053815851,-0.2547850092309088,1.2071315291894038,Other cells
+842,1.12174453125,0.089790556640625,-0.5485846078571783,0.1635628105175887,3.804288547722311,0.0844288210712621,4.842583810508257,-1.2335842876748293,-1.1567602790386589,Other cells
+843,0.73963625,0.12701236328125,4.538961271814103,4.970183374221742,5.191624928007595,1.2169958948085329,0.675475335707322,-0.4004885567765224,0.8617618681744375,T_cells
+844,1.187265546875,0.16819001953125,3.740302022762112,-1.101463510590812,5.173487942531807,0.8063452449693111,0.4395312485821206,5.417655218213142,-0.522429021637728,B_cells
+845,0.8745234375,0.10514771484375,0.6415348218492898,4.13273781762343,5.212178907270411,0.0053905794443773,-0.2558389531812244,0.0252904483293022,1.0282570136943918,T_cells
+846,1.01943453125,0.129835234375,1.7278746855039515,5.049405809521486,5.556216592891532,0.882607384465588,-0.0707568365296314,0.2876783723281579,0.1017769606324948,T_cells
+847,0.976070703125,0.141010302734375,0.1631534158652725,0.3937066926913581,4.443762592294703,0.3828329265800623,4.124341921115565,0.3778826107048912,0.2715354894388003,Other cells
+848,0.99776703125,0.08352130859375,4.284382665505984,1.626745478845136,4.831603090594295,0.5541817596911827,0.005114308485455,5.489534731444856,2.257440032963296,B_cells
+849,0.836056875,0.149733349609375,0.0511380083415274,5.007476327319135,5.754005866559486,0.6572666801484183,-0.1511548439320852,0.3922779826657649,0.2989983040173464,T_cells
+850,1.5482440625,0.25637248046875,5.704877187349195,-1.6892835316566912,5.513186105069874,0.9074443927631052,0.6335894755272486,6.448150985981785,1.2409436851929012,B_cells
+851,0.862783046875,0.115569052734375,0.2571205386130967,4.531559519077011,5.298683017956728,0.7826349716492531,0.1143330856758009,-0.1801841587801797,-0.3207157034511181,T_cells
+852,0.96448234375,0.10721986328125,1.2357022661377246,4.667384692156437,5.592002245754512,0.6291126986920075,-0.2009552360226856,-0.3617987889979877,0.8812159084610326,T_cells
+853,0.956914140625,0.095979990234375,1.3824027668367316,4.744096087845391,5.492338999501088,0.961444300656888,0.3150160428864558,0.5540601852570317,-0.3161087477199971,T_cells
+854,0.993016796875,0.115992724609375,-0.1124391413393913,4.204826623134696,5.498028233405669,0.4461147256840967,0.241983871131191,0.47186357646721,1.0561076402813354,T_cells
+855,1.136247265625,0.19022990234375,4.511835060584505,-0.8423931395217353,5.490283723295812,1.125254240411608,-0.5617321293060276,6.053608129775846,2.423459199646193,B_cells
+856,0.66210984375,0.17262595703125,-1.1929026515099908,4.691466773323674,5.032243497018246,1.0415141678488604,-0.1236374398307815,1.013732245069159,-0.9105714411979148,T_cells
+857,0.948561328125,0.173347890625,-0.536409538510136,4.833624582188299,4.690634676132394,0.646901004981473,2.706220045288904,-0.199093214168137,-0.3549083238617098,Other cells
+858,0.704873125,0.1069576171875,1.1534885058741209,4.588586071690786,5.17226683283253,0.9435239732896276,-0.4002983744473927,0.2658541828053244,-0.3779569021019613,T_cells
+859,0.99272625,0.123180126953125,0.7414059483477892,5.527789768336013,5.865873109340892,0.6796237528217344,-0.2005830318294601,0.5079510549723723,0.2464537543875461,T_cells
+860,0.99687328125,0.124892216796875,-0.2074134868534113,6.054484423727197,5.62579484627297,0.7786863351040799,-0.1059949865131287,0.2683632636416749,1.4377329180815788,T_cells
+861,0.756660390625,0.092705849609375,-0.5759148399165741,4.775234753413929,5.232654378535474,0.2073690768693334,-0.2762570768345077,0.262947733489386,-0.5582920248991569,T_cells
+862,1.015701796875,0.14217869140625,0.3036388906628543,5.24897883674417,5.523699608145572,1.1154100322732383,-0.0835383654035618,0.3426864023160456,-0.8719502131087077,T_cells
+863,0.880015546875,0.2017041796875,0.8130550563846645,0.3131435355034498,4.397781490777923,0.6905680326238378,3.791937537569364,-1.0132669427970824,0.5461902156061705,Other cells
+864,1.023061171875,0.13329,1.7554666106218884,4.725992469643882,5.295260519804757,0.6710903760782931,-0.0417548566691811,-0.3530755329015106,-0.4319803054026029,T_cells
+865,0.853738984375,0.08866177734375,0.6134860019258571,4.489503281750643,5.281700320450858,0.7379401409093164,-0.2459848697977779,0.2453974551735182,1.1570279284537195,T_cells
+866,0.735415,0.083989990234375,1.725264023237905,4.7987304050243615,5.292641136271869,0.339590398584206,-0.3092900970794844,0.1286157337298213,-0.2489866965947371,T_cells
+867,0.760088046875,0.118472939453125,0.4651856638661089,4.0232247234861225,5.129247475851535,-0.0656719954430927,0.1238368920444878,-0.7599734122874607,-0.1189001353309524,T_cells
+868,0.814174921875,0.118836005859375,-0.6661543473863816,5.363140219746368,5.768266607477158,0.2177973836312778,-0.4424960174919712,0.7456521976195806,-0.3226533979709053,T_cells
+869,1.00308953125,0.159467568359375,0.6411936102153896,4.932568707880473,5.423899987496523,0.6797611911815206,0.4156912492903605,-0.219211644380261,1.1947864474301493,T_cells
+870,1.062689140625,0.12571013671875,0.6033382469093804,4.796763860195222,5.520348212044011,0.6668704983035819,-0.4020165518741971,0.6221841472430477,-0.2894941228460663,T_cells
+871,0.79165046875,0.152179951171875,0.0610940230245091,4.243517670122732,5.238992510194131,0.3246090692827839,2.9225405194616547,-0.6252893655473547,-0.4968035090651289,Other cells
+872,1.295337265625,0.150265634765625,1.2889298440293508,5.013238819103332,5.213564280470443,0.6849868002001639,-0.3634431448538044,-0.213716439948134,-1.4096042705135023,T_cells
+873,0.988700703125,0.0960748046875,1.859312799017841,5.283394752323692,5.288599105132213,0.7822249489517361,-0.1710538926687588,0.801321501696423,-0.0220311144286967,T_cells
+874,0.98434671875,0.123757421875,0.170706446646278,4.534934304039857,5.217235003053224,0.3577137999156103,-0.5401111586705778,0.1233594894452231,-1.297618472211734,T_cells
+875,0.68492171875,0.125164052734375,5.747265108929075,-1.2736143893835845,4.773226537621298,0.6352235672125897,0.3878141842587377,4.845535720158377,-1.0405964067281834,B_cells
+876,0.72610703125,0.14456888671875,0.7830903983932049,5.133190512659609,5.708728485465809,1.8438451226069577,-0.0737228922589367,1.088166327560859,-1.2323120488825674,T_cells
+877,0.77182640625,0.163090380859375,1.1065640948168352,4.274064513372147,5.388404440254829,0.4908074308655713,-0.2624765130418043,-0.0070896080164517,0.7774961785156864,T_cells
+878,0.794055859375,0.10274671875,0.4788349652884907,5.149319457482776,5.28141639894894,0.3401852449667482,-0.4367049226282808,0.624605134833653,-0.0699068523518416,T_cells
+879,0.85253515625,0.12058888671875,4.195016964264741,0.0505600096086787,5.14780305834079,0.7307060566589528,0.3693402931899417,5.357396464077192,1.1561484834513935,B_cells
+880,1.04743328125,0.157480029296875,1.3462687547006396,4.66440673823885,5.584786974185072,0.6547814963058455,0.0277148498282247,-0.3246073398293752,-0.8390600057683191,T_cells
+881,0.826315703125,0.115394423828125,-1.7973749507860624,7.409936913091207,5.691117794069311,0.3921563580803663,0.2652799603685333,0.5439592832455765,2.719329264336669,T_cells
+882,0.9559584375,0.100348720703125,0.80537109260809,5.283387431414109,5.450987791546606,1.3109001597131051,-0.3890227742699744,0.225228808545229,-0.4251143854264143,T_cells
+883,1.01889703125,0.123528779296875,0.8813304611458698,4.729862786169878,5.40511600848717,0.4850684051344351,-0.1134099021675469,-0.3716586506001519,-0.3835994046837293,T_cells
+884,1.266985703125,0.0920511328125,-0.0657110785461959,4.772973199480733,5.779229037331606,0.2053594427237786,0.1560784484666737,-0.1514956164751215,0.6945025433016002,T_cells
+885,1.285172109375,0.4358796484375,5.412394724761765,2.0923278772698644,5.0876030663190015,4.993000038338031,-0.6310044985494059,0.2837286140690336,4.5202999870336855,Monocytes
+886,0.987100078125,0.1500448046875,0.8626400478893403,4.714180041436159,5.201385613028021,1.1019960224021312,-0.2647127703785882,1.188421330611513,0.982704336543928,T_cells
+887,0.792450625,0.098025126953125,-0.3883015757631406,4.574889316751933,5.453442042563387,0.6413124452836529,-0.2865695598114664,-0.0562161282555808,-0.6586183688328395,T_cells
+888,0.905584609375,0.14191705078125,1.016008095553096,4.632738144857866,5.202748555756737,0.3326266557716683,0.1502474768650958,0.2403786138568664,-0.9355218677830854,T_cells
+889,0.986718671875,0.115345810546875,0.7315684907896534,4.279318342860798,5.265528758821034,1.1983442871343424,-0.0950787082134868,-0.2350761042139114,-0.0664963787321188,T_cells
+890,1.210067109375,0.12574974609375,1.175912014509518,4.350542321776101,4.739040771225028,0.3131501109876468,-0.1168370876380451,-0.2029037389410788,-0.37518828560771,T_cells
+891,0.688358828125,0.132953349609375,1.5264771766613372,5.334934768256072,5.70152778654288,1.5851854947955222,0.4927337876794482,0.012842845239541,-0.539178548189677,T_cells
+892,0.862525546875,0.1768374609375,-0.2276044912372429,4.566767853922391,4.9307342191445125,0.991699083330186,2.236035729640293,0.1555780135166312,0.7538257828933461,Other cells
+893,0.8829028125,0.076281103515625,-0.0448348909956445,4.700871767305577,5.1200505628040425,1.2825795312391262,-0.0077048275003495,0.0309273538744,-0.6276616777837813,T_cells
+894,1.3830378125,0.400311171875,3.767414061826878,2.1706629270900386,4.799456987487051,5.0409518961460815,-0.2090174228531511,1.1717163841954703,3.92225595101765,Monocytes
+895,1.04377546875,0.08813548828125,0.4762181023988795,4.251135992634361,5.538916650404239,0.4738667213429816,-0.6105281361329369,0.246406187259622,-0.1900374995508108,T_cells
+896,0.917198984375,0.140723447265625,1.903767675157347,4.899994384668069,5.590350028760452,0.458241076650816,-0.1376099708409315,1.1896224321981974,-0.0346459830450529,T_cells
+897,0.913896484375,0.130348310546875,1.6651121878294428,4.646436604357986,5.259568170082735,0.1072195886218411,-0.0424200949586228,0.2190747667865486,-0.227823984438318,T_cells
+898,0.802151796875,0.13530634765625,0.5256223126730062,0.5624312790001798,4.602951482424783,-0.0684981304572715,2.434700230262945,0.2089593297508944,0.2830730325845965,Other cells
+899,1.3569328125,0.349943046875,3.2808169469951616,1.2340809257999363,4.681487338652487,4.905722173370117,0.8894058531661293,0.6469381160843802,2.692780969516181,Monocytes
+900,0.860570703125,0.087578583984375,0.4501613498937318,4.865692830770626,5.457566118703196,0.6752758570731898,0.2406039770278525,-0.5286119837757167,-1.1146548784212424,T_cells
+901,0.69848109375,0.1685548828125,5.817551423296164,2.587711800730066,5.218922402709709,1.4311627423470314,0.2341193735642534,4.047786001601398,1.639806643272307,B_cells
+902,0.810713359375,0.177843828125,1.516859856668732,4.286757264078172,5.272512553740398,0.2513518658559287,0.2939922968217262,-0.2780234178261584,0.2648957980414184,T_cells
+903,0.697138359375,0.128747255859375,0.1659546873441474,-0.6663262485293572,4.591676059862086,-0.0269469463817622,3.40146182582696,1.2378727089640384,0.6418320518014742,Other cells
+904,1.2224634375,0.1123879296875,-0.2164513072715399,4.417592237860946,4.870751183446763,0.0737200296613731,-0.1628119826969195,0.4749359592970116,-0.6266199492166341,T_cells
+905,0.790530546875,0.138980751953125,-0.5156396196173332,0.6775532539432273,4.421457507466498,1.0707097275077675,3.759724250677659,0.3188023783355333,-0.4557059592451203,Other cells
+906,0.78294828125,0.106171484375,3.9138590995697338,-1.4001160852844852,4.793679117344984,0.91352803772968,0.0978469441882247,4.861992036249844,0.0985242428593539,B_cells
+907,1.26279609375,0.1229466796875,1.3523319281298285,4.650910500202251,5.470382313666816,1.6517895881418287,-0.2121015370658692,0.3561422256728207,-0.0337188376073353,T_cells
+908,0.77617609375,0.086158759765625,5.055050933989347,-1.9756338462435936,4.8036416412111205,-0.2983698436737831,0.3270767422866978,5.4475778194033975,-1.142818387296819,B_cells
+909,0.723172578125,0.148642373046875,0.3697982203137896,4.733861926421894,5.409895269487266,0.7594256646974458,3.859756662158318,0.4690153650935568,0.2140083160510694,Other cells
+910,0.848929140625,0.1233421484375,1.3048382207011655,5.236543911500792,5.606685130781874,0.3538580116758451,0.0402819604176317,0.1338682212004838,0.9999554383097636,T_cells
+911,1.0600028125,0.12156705078125,2.092055920352529,4.639609446616524,5.48059193715207,0.9407497652181972,0.5040833722968114,-0.3106238454677906,0.0451025703092793,T_cells
+912,0.579308359375,0.20162892578125,-0.437317462649401,4.107475044054105,5.257278265475267,0.9462974191348338,-0.2640514396575492,0.692618210407105,0.1762499097232944,T_cells
+913,0.63792296875,0.76811828125,2.360293849520769,1.9060072217773063,4.579190564904163,5.217464531839351,0.0051053610334897,1.6663241778674889,3.673443311614272,Monocytes
+914,0.77145828125,0.08948810546875,4.236790887682889,1.4088318145098753,4.7126245028055935,0.234724639012968,0.0085122304439191,5.478025293945662,2.604044784710124,B_cells
+915,0.919888671875,0.09257142578125,1.481883129404689,4.016658515108378,5.428661050232509,1.5370646964982513,0.3348362654258056,-0.4119574595010855,0.3545146486561734,T_cells
+916,1.06590109375,0.082193896484375,-0.955117535214758,5.159748559889781,5.263695266802218,0.6944036548614736,0.2717029438867663,0.3936808242731013,-0.3702827630331932,T_cells
+917,0.932065703125,0.09011521484375,4.555592679996512,1.540540893739034,4.887753502695156,-0.2649934340715424,0.1354717036583876,5.8153059515754215,1.1750546877469306,B_cells
+918,0.718116640625,0.0857944921875,-0.5613851819052337,4.697904423346033,5.178445421006108,0.6974584019373883,-0.2932701654359223,0.6968944150403884,-1.4814383122657149,T_cells
+919,0.8134625,0.130343515625,1.945362222848968,4.674402964077798,5.547645807668678,0.6159796337690568,-0.0975805013087815,-0.3323148034709505,0.4491269103532714,T_cells
+920,1.133426484375,0.114809326171875,0.8014899861172947,4.862448670412625,5.212617914082854,0.4199757801753424,-0.1657653401703135,-0.1550253607063812,0.4010225197597834,T_cells
+921,1.18827265625,0.19317140625,3.896713846479789,1.5732439182335158,4.8868035867077575,1.5979144893191273,0.4960989883742948,-0.2937064214748299,4.477487106853848,Monocytes
+922,0.78931609375,0.15555431640625,-0.098545190097996,-0.2496107681447907,4.644662264324672,0.7827577699716425,2.582082353961161,0.2965992838646555,0.3841526530457197,Other cells
+923,0.929643671875,0.170726640625,1.2785174939463364,4.174401116814119,5.367415027415324,1.1460587479696172,3.617498478003127,1.1934518232188736,0.7877595055092208,Other cells
+924,0.66816375,0.104086142578125,0.7412450566739781,5.43234245285697,5.613765552475567,0.146984366254972,-0.0932781747799074,-0.1952681510542844,-1.0607997611377753,T_cells
+925,0.7916309375,0.153692802734375,3.792261243180063,0.9966752596537768,4.952221429516453,1.0463365553090946,0.4243021149245574,6.049770729969036,2.4025669722370924,B_cells
+926,0.73364640625,0.10298255859375,4.226851605625732,0.8257185794665242,4.85231558328516,-0.2395917214631641,-0.4767980959643721,5.87817017364329,-0.588091845132469,B_cells
+927,0.836635390625,0.096534482421875,1.5548751393076767,4.457237516614095,5.201892219327843,0.753991873261172,0.0990444914586768,0.0438362943450827,-0.448224066221754,T_cells
+928,0.8743178125,0.105830634765625,0.1848721934908404,5.038141649882952,5.369981602497,0.92165093893938,0.0169912287681901,0.0683018714696145,0.1680828989856572,T_cells
+929,0.856815859375,0.1292309375,0.4961328674284002,-0.0231060595130296,4.528373219604943,0.291030791177655,3.4940513815280774,-0.1171149475969913,1.6747992101634834,Other cells
+930,1.245267265625,0.17211466796875,4.222304034237595,-0.0543142605206179,5.097368457544138,1.3399693503578631,-0.1178232697921903,-0.5449384397708242,4.102704465002809,Monocytes
+931,0.6289281640625,0.118484345703125,3.8514165068593615,1.4207194025649466,5.285575595246089,0.6040143700745467,0.7396461314232978,6.186533639667717,1.416253064531865,B_cells
+932,0.800863359375,0.4888350390625,4.537851752871084,1.321096388251818,4.061141780267263,4.519680387694865,0.3401077244223571,0.9573502168473876,2.462728055009613,Monocytes
+933,1.02215546875,0.09330955078125,-0.4480507784201842,4.383639879657524,5.317434852955876,0.4222096209806226,-0.1690271487216726,0.4708617468991959,1.0599982769089151,T_cells
+934,0.62671109375,0.2211355859375,0.7461048045696663,4.399091788980112,5.283466534957794,0.9953340262642328,0.2879837058729377,0.0611945183219308,0.8917906315157147,T_cells
+935,1.114830390625,0.155382685546875,1.4556063054466537,4.803810564220437,5.435989591471591,0.4268549040060382,-0.5700168438496005,-0.0708506500146761,0.1602319004373139,T_cells
+936,0.784430859375,0.090696708984375,4.153470226638624,1.927952027030156,5.034979895823094,0.6506161471776901,-0.2350966329414581,5.388234721162123,1.444689681230203,B_cells
+937,1.54075125,0.506412578125,3.47339833508469,1.011479089823533,4.641726525285002,5.2754626528348165,-0.2848396261707902,-0.8587378081886008,3.5757370285855554,Monocytes
+938,0.712184609375,0.19478701171875,0.5626566993097557,4.721299265672485,5.157245331166026,0.9000994189063868,0.1320022722791028,-0.0791103999509278,0.4968844358481069,T_cells
+939,1.16006890625,0.3539141015625,5.854631673766662,0.4501618635454106,5.645684272125663,5.094169099914192,0.1595081676921045,1.1191921861858538,5.235730806511473,Monocytes
+940,0.587645234375,0.12753865234375,3.169328517627888,4.203065048572869,5.448456451519269,0.4797939780592358,0.2305960188059657,0.2191081874986651,0.0901400771718121,T_cells
+941,0.901098828125,0.10150630859375,5.42852944374047,1.167558967228385,5.09105370027323,0.2168539790346609,3.243359816161197,5.910750699272536,1.7495731958786096,B_cells
+942,1.3592778125,0.4726512109375,2.701487696603672,1.0505667334218711,4.862660608334731,5.400496070721283,-0.1574359045523653,0.8164779890399417,3.114875692661047,Monocytes
+943,0.7658928125,0.129700810546875,0.4640928815325361,5.367189047986642,5.620796126969612,0.6013022301516091,-0.4582804715616222,-0.1633143985136947,1.0475509748984364,T_cells
+944,0.783514609375,0.112052470703125,0.5614024106616958,4.872169574905136,5.754334085285256,1.2482646219510347,-0.0041507101903582,0.6400983030592017,0.6161054511894417,T_cells
+945,0.905599453125,0.067160185546875,4.96037277691576,-0.8711371578370961,4.615402533047196,0.5969532617700747,-0.4720988940056316,4.971896044098108,-0.0836448767853843,B_cells
+946,1.5313934375,0.377615625,3.346661274539891,0.1022988825567145,4.848334192716659,5.149069978240659,-0.3136564178226199,0.549523900338271,3.2702637265535275,Monocytes
+947,0.85099984375,0.123342744140625,5.045891372006876,2.2689241608407262,5.08730836247289,0.4385997909192703,-0.1188047950850714,6.228808887951143,0.3061531987701442,B_cells
+948,1.04630140625,0.16603986328125,1.332887579033002,0.1153651844841144,4.421428733621634,0.273584482601691,3.739513437169113,0.2647199472298627,-0.8446596573980902,Other cells
+949,1.568761875,0.644531484375,2.099960911265617,0.2189722112571196,4.5718771922894765,4.822581205891386,0.7838653307755004,0.7761648645229021,2.794190231101356,Monocytes
+950,0.841291796875,0.11449607421875,0.2518302445886084,4.480223072009269,4.940867799524744,0.3285505663322247,-0.2061103424925454,0.0517971501980221,-0.5447868770722978,T_cells
+951,0.549286796875,0.19477677734375,1.0367252729135112,4.19554661698012,5.314710901281792,1.3753206867191574,-0.4218759316982426,0.0799699754958665,0.6429790741363219,T_cells
+952,0.95960796875,0.1048602734375,0.9000859727135487,5.307419559915874,5.512220000643071,0.9045460900964964,-0.6102063751176728,-0.6853309107100801,0.329317532516087,T_cells
+953,1.99943625,0.2639441015625,4.28750463396251,1.6255542787915116,4.934665834502157,1.0704442526198112,-1.416427644404852,5.489344342793655,0.8375260976869521,B_cells
+954,0.8270946875,0.09519806640625,4.822104037622627,0.8628607453582908,4.999322618179793,0.5488683732544618,0.2580524158882959,5.648885934252864,1.3375642886370127,B_cells
+955,1.05705796875,0.110072138671875,-0.6493707067130796,4.952844689152896,5.636805539408028,0.6062186952727882,-0.2347982008394104,0.3818208940508025,-0.7264211917730566,T_cells
+956,0.796133671875,0.20248447265625,-0.404502821611348,4.4349915744019,5.275110397639543,1.1317062948942844,0.2511238428011688,-0.3789877902090623,-0.732587477078514,T_cells
+957,0.802271875,0.141956044921875,1.185028673346966,0.4716290596684972,4.857209503052562,0.3300643792091994,3.727406753811143,-0.0092518389437275,0.0006662469165696,Other cells
+958,0.828227109375,0.408123671875,3.294655853440639,1.4918992819056531,4.888032180165571,5.453890647032604,-0.1401951701839552,-0.4016916341950668,3.468526470168128,Monocytes
+959,0.85517546875,0.09275205078125,-2.749684924841446,7.753884959789879,5.251516385148774,0.7346476998284817,-0.1528236368594079,0.8260764478158595,3.100224642304493,T_cells
+960,1.33957484375,0.4039012109375,3.3911705954164253,1.2719346318082323,4.909464097341876,5.18263399593641,-0.2264851362220823,-0.0612420085555199,3.3391631736822163,Monocytes
+961,1.278744609375,0.2972107421875,5.060651961730897,-0.2078387439481458,5.814656353177501,0.7319232965832949,-0.103339071942902,6.730477506478771,-2.1278700253006178,B_cells
+962,0.852851875,0.135551787109375,1.2137238122030336,4.417975449611545,5.070592287060768,0.4875578184456428,0.2934324512674753,0.1908019804112819,-0.8254350314577821,T_cells
+963,0.976013828125,0.1280211328125,1.590680290502616,4.111563445285392,5.332775596172158,0.4355059089086872,2.156685596891136,-0.7529187183508342,-0.7834958006162882,T_cells
+964,1.39056484375,0.546239375,3.375645157061612,1.4395515229573217,4.900082910063756,5.074413509352471,-0.2506656365383986,0.2521878667706765,3.870846307980373,Monocytes
+965,1.04829125,0.161531318359375,-0.2481213162463638,4.770652262058338,4.713842576480487,0.5961338558255612,3.462838838069736,0.3122849775839107,1.283954724989972,Other cells
+966,0.747245234375,0.092537216796875,1.2898647120520226,5.1011850737723625,5.422804072366347,0.4631781933427398,-0.1129240781542416,-0.3939194797105176,-0.1622067732685357,T_cells
+967,1.013875625,0.1558615625,3.5833755436138883,4.760535602435014,5.425386833418532,1.3028211264286371,-0.2031796355051142,0.0672369590032529,0.826077600826474,T_cells
+968,1.02512703125,0.16435537109375,-0.4165669629474461,4.154677322959629,4.972896782131944,0.9264864736200608,-0.0537493338710489,0.1092213029687828,-0.5271071352222776,T_cells
+969,0.882267578125,0.0911323828125,0.0746841913236691,5.4886545776382105,5.259411630797756,0.8495137104512831,-0.0742472134762284,-0.0497987335066474,-0.6616503245832133,T_cells
+970,0.680621171875,0.12029064453125,0.3954910521875315,5.212194881224963,5.690438107344524,0.608967588372261,-0.7350630859023157,0.3733778457895077,1.7060918595946943,T_cells
+971,0.909005,0.084699912109375,-0.4185582484343691,4.0661802928206825,4.994919219076242,0.7638342738471544,-0.1197620887788264,0.4860467276676179,0.5983816888452101,T_cells
+972,1.2330525,0.09033185546875,0.9996318825494585,4.718692136454708,5.061963879052966,0.662714410579836,0.0697218168437198,0.2426674779445498,-0.1890723150150735,T_cells
+973,1.55764953125,0.1158655078125,2.087968585362153,4.740315622544767,5.463310192484744,0.5792892649883925,-0.0115587061431993,1.3809917978982738,0.9335846345844888,T_cells
+974,0.6541341796875,0.130627958984375,1.302522213395321,4.83735755401337,5.140292269984511,0.6770137648696494,-0.6718956682725252,0.2848400056591357,-0.5903736927309823,T_cells
+975,1.0520690625,0.126807724609375,1.0088754146856564,4.534205667717692,5.276024942880434,0.9050370148168976,-0.3318491481132266,0.0535576240655993,-0.1395820564872399,T_cells
+976,0.696924453125,0.153233125,1.0832530233072504,4.867125696746362,5.144566663663178,0.7886305871662248,2.90843647417302,1.6059554979771518,-0.1293707417426328,Other cells
+977,0.77642859375,0.0723432568359375,0.8903234993161333,3.795995203783348,4.682291715087691,1.075059150370295,0.108481116370779,0.0154402056244898,1.4490239558300329,T_cells
+978,0.9111165625,0.1359724609375,0.5605069241404238,4.506054003599928,5.766160124781481,0.3911863236604547,-0.1868770422121329,0.3193346402543673,0.6969915923014031,T_cells
+979,0.79570078125,0.10603466796875,0.8922734373855181,5.014577022681015,5.754870426881987,0.625249545575066,-0.0964010776423838,1.0837991677516117,-1.7129904969915466,T_cells
+980,0.938980546875,0.114440869140625,-0.310870287891422,4.486311307282127,5.428460114595691,0.5604322442018518,0.0979613410451758,-0.2375113872204719,-1.1232875679406842,T_cells
+981,0.917178828125,0.12586197265625,5.978501461008961,2.5227447504572416,5.013235100931834,1.13228765477656,-0.939399277205812,6.007625154471691,1.0980223620084757,B_cells
+982,0.934520546875,0.10083240234375,1.1920843363566775,5.17368131560413,5.4075509675533535,0.514758182996035,-0.1571268009208846,0.1584317603162117,-0.905521955409026,T_cells
+983,0.889804921875,0.14717572265625,0.085131739169589,4.7198805506247545,5.588001293238801,0.733926518741067,0.0583698267351816,-0.0667753207092037,-0.4192773225014185,T_cells
+984,1.077192734375,0.12476318359375,0.8075414680224537,4.480477649270885,5.510106199865638,0.4958155148151386,0.3833572592831599,-0.2931731209345623,0.3512635754723676,T_cells
+985,1.12291140625,0.4849149609375,2.573848158190113,1.0808944183650342,5.024800265360379,5.325953425718563,2.3974133204834955,-0.2840035492880552,3.587094070797308,Monocytes
+986,0.983406171875,0.5367015234375,2.5243365090200323,2.567396878498844,4.72555406691856,5.499872066735878,0.6545219674036206,0.9177024292731704,3.761770268226152,Monocytes
+987,1.10056671875,0.09397505859375,-0.6408084548484783,4.147301230443774,5.215834182224028,0.7293259161424361,-0.5467052521743797,0.4117342863963631,1.376278530923219,T_cells
+988,1.010920625,0.098567021484375,1.3274734788387847,4.539600419521006,5.6675323499179004,0.1033099988446135,-0.0602292745365255,-0.2434596357760727,0.0668119204518899,T_cells
+989,0.825336875,0.0678185009765625,4.206039325211543,1.8698667952027133,4.541254848523768,-0.2414010904116693,0.0749214284998347,5.35229032498425,1.6859691607076663,B_cells
+990,1.20057734375,0.14321685546875,1.0682482640878936,4.69895159550781,5.581844982744174,0.5617125167840017,0.5167072863093981,0.3618689448340671,-1.0876470152230209,T_cells
+991,1.21892390625,0.2733826171875,4.719140864151544,0.9183597652858478,4.949211333361299,1.4834445056130676,-0.3406622318677175,5.404833581241207,-1.6248403024917195,B_cells
+992,0.5359174609375,0.115564248046875,5.2442408778129295,-1.9570731436704767,4.200260416305414,2.026172644171336,0.2678702215771444,4.443958722605276,1.2684358596571037,B_cells
+993,1.80712140625,0.3459301953125,-1.8484040663386176,7.449665690911047,6.099361759067087,1.2308246870856008,1.609747207603083,0.3421472928297004,2.7255515069752096,T_cells
+994,0.778770390625,0.090522685546875,4.7323161052468805,1.049692366064993,4.47880582768553,0.0122007777830032,-0.7247859196562716,5.319351084949777,-1.3650434280533272,B_cells
+995,0.92066796875,0.10556478515625,2.3964388697901304,4.905917615523036,5.413673652291086,-0.1528681783431361,0.0955215782589953,0.2074266977822336,-0.2525292999843131,T_cells
+996,1.251038359375,0.129400166015625,-0.9605076646553076,5.241065979062812,5.635302678537272,0.4839554546897954,0.0076224326608962,0.1739536792658607,0.0151753677312318,T_cells
+997,1.19271140625,0.129922841796875,1.6285032324725948,4.538578112039365,5.412799512105149,0.3108769340639368,-0.4742769865974795,0.2867023246577091,-1.4868403884754195,T_cells
+998,0.942539375,0.16357345703125,0.4780036560648868,0.0702146727412451,4.889998295373073,0.260473947996948,4.244737885732888,-0.6718511973977894,0.6078629095969528,Other cells
+999,0.912909765625,0.15188111328125,1.1108109571371805,4.199379357304716,5.016041586173704,0.7043794879031541,-0.0905907237507152,0.7291786506001253,0.3609376903100719,T_cells
+1000,0.802902578125,0.089142451171875,5.862649852005724,2.608926707661533,4.598834960485865,0.0842434424174217,-0.4520408038595435,5.611283939264461,-0.0279140887142313,B_cells
+1001,0.983461484375,0.1222565625,2.165154955833222,5.131457534728703,5.635815125957255,0.3573256682174092,0.1792287202262214,0.0648458187415749,-0.8457903235624911,T_cells
+1002,1.02786984375,0.10016568359375,1.1327331086579513,4.393266972078446,5.618368593079052,0.8228117694016948,-0.162530274328122,0.7075014924394838,-0.3227547497747666,T_cells
+1003,0.732528203125,0.114334638671875,0.4351390285576264,4.481395043098918,5.275902924455627,0.4698132003266424,-0.248552291356778,-0.0885391304690019,-0.1690853111549068,T_cells
+1004,0.975922265625,0.1002953125,0.8332982463591005,4.886861218042198,5.1780405514991,0.7819569769233556,-0.2480827915351988,0.4080580094920171,-0.992392965196568,T_cells
+1005,0.771313125,0.076980224609375,4.510859171735668,1.1443403769403035,4.713424043388254,-0.0007350963944168,-0.4638231279006446,5.600157877836219,0.7614750453271738,B_cells
+1006,1.72727140625,0.43745578125,4.025555360598164,1.2361732083311203,4.471217218971513,5.338078932157937,0.2220539544773466,-0.8938821910955714,3.412368959864976,Monocytes
+1007,1.155389921875,0.130804990234375,-0.6822109840149478,4.071853985947336,4.588678901310028,0.595265092707153,2.9234146138932595,0.1490110483991709,1.1208250264919808,Other cells
+1008,0.7487534375,0.10065716796875,3.616858763408397,0.5484211281693143,4.742896164116082,0.3580282039675416,0.4081599177109094,5.642592417252933,-1.5302401908636851,B_cells
+1009,1.112385078125,0.1227414453125,-0.6628321086979989,4.2144022527474645,5.199275222146478,0.8254868781828979,0.4950529577051697,-0.0249545216577705,-0.9207000652943008,T_cells
+1010,1.068377734375,0.4898015234375,3.9005328789581055,1.4479471690791907,3.975990030208115,4.5134040230811,1.4301296418796765,0.389257519462467,3.684509404713225,Monocytes
+1011,1.08100265625,0.118272509765625,5.342183050786661,1.5785145262270794,4.802309390464537,0.7008958004796472,4.355505797832342,5.420971896370322,0.2923913967867707,Other cells
+1012,0.870073125,0.0810189013671875,4.239823816353595,-0.3539541797801114,4.751952822640369,0.259330096316516,0.6507935394332044,5.446735717804257,1.3583805899830386,B_cells
+1013,0.7554315625,0.115514443359375,4.069252454578262,-0.5070016998897885,4.757297997144199,0.4537125602923133,-0.4445570486656486,5.736080918542277,2.261552462773353,B_cells
+1014,0.973375234375,0.16668677734375,0.8113328089234372,5.2922247304953824,5.882300262872303,0.3899771496044214,-0.2184916371687952,-0.1667168178824231,0.9204219937268278,T_cells
+1015,1.1802209375,0.126512470703125,0.0825146578834848,4.508722425958972,5.141471060834706,0.1175725013129435,-0.1528027616347844,-0.200974367460631,-0.132739787383482,T_cells
+1016,0.917463828125,0.109185791015625,-0.6139507115717171,4.083414761591483,5.468427141039289,0.6525388965701064,-0.1829744348842628,0.889350469012292,-1.2886716918085457,T_cells
+1017,0.935777109375,0.14769900390625,0.7222555131197799,4.812718794382337,5.402941945330094,0.463262154755345,2.9522690747964604,-0.0534832612284557,1.072000758638915,Other cells
+1018,0.74589328125,0.18931353515625,0.1438994809144494,1.3413095837013844,4.590472021242779,0.3596750270547028,3.512121897999348,0.0806925768223498,1.0898089001880584,Other cells
+1019,0.708856875,0.1228488671875,1.9443864193335167,5.290987634302327,4.958210187293485,0.6927674303528479,2.6093239063287705,-0.6921824522703167,0.2801156588753766,Other cells
+1020,1.221211640625,0.5765133203125,2.666372156930812,-0.852566211240524,4.75818841819189,5.444064521473173,0.5988722713249544,0.2960486809631664,3.362290252296136,Monocytes
+1021,1.121463984375,0.135340546875,0.5164860970894884,4.690757086007648,5.101791808655062,0.5677653558528182,0.3205408778220722,-0.2590320270269395,0.6579664808315172,T_cells
+1022,0.999546953125,0.13389130859375,-0.5187498141918664,4.78021385127203,5.42674062362487,0.6868890434488187,-0.3583326977230463,0.5999681872201277,-0.5255050630048561,T_cells
+1023,0.76480453125,0.132392255859375,-0.0438122251124948,1.127682474969988,4.819613899207172,0.6232905838121459,3.256380469923837,0.3933659053650847,1.0464605241835423,Other cells
+1024,0.6174340234375,0.097097978515625,5.062741786271175,1.8726954510564169,5.243614334613788,0.2036264934197158,-0.7365959410262776,5.171737362784213,1.4635422781335956,B_cells
+1025,0.937657890625,0.092217958984375,0.7062800081811151,4.214322451707723,5.052225860147699,0.6629970403756682,0.0183456955999932,0.0286491683968172,1.2990503251926553,T_cells
+1026,1.5448203125,0.3142471875,5.088816974347478,-0.5446817681320311,5.577174756041347,4.392734591619723,0.3442442130888324,-0.9701989434322932,5.112683657103224,Monocytes
+1027,0.8734453125,0.1560001953125,-0.2588651698368598,0.2201610040024126,4.525949780429659,-0.0870550096709295,4.252130636016471,-1.2928836346196877,1.3938190191328392,Other cells
+1028,0.63172671875,0.1084338671875,5.059805256780862,-1.1222620613981202,5.202746219014926,0.4299509444722873,-0.0828573384532311,5.128979188031102,1.5138041679767222,B_cells
+1029,0.990695625,0.1403423828125,5.525603812879353,1.0817816914878298,4.926582926904883,1.6663165422605728,2.0009258071650384,5.5389945597579935,2.62995685743586,B_cells
+1030,1.0180671875,0.113792158203125,0.3557620706662862,4.447989567097625,5.261377029692252,1.3428755281472768,-0.1462140485673969,0.4418689371690096,-1.4735185439566565,T_cells
+1031,0.66923046875,0.1521307421875,1.8315753670960664,-1.666823503069443,3.7429215574202654,0.6278916145624893,5.680512557201454,-1.295482574437116,0.6370115078329195,Other cells
+1032,0.68465265625,0.100016865234375,-0.6407441854135386,4.965692542732304,5.531051095180213,0.8897487231230441,-0.3768066857796139,-0.1758166934314492,0.4701072050984832,T_cells
+1033,0.93344234375,0.25567771484375,4.947545256209273,2.147274180538956,4.250532413063453,1.1695206125312545,4.347096827818048,-1.0358042079198684,3.1119230115563203,Other cells
+1034,0.98397375,0.14502197265625,0.645059518760743,4.492316161857668,5.383937139124363,0.6277558022267529,0.0783338186814754,-0.6232834709640696,0.1420023428253969,T_cells
+1035,0.9408340625,0.14887041015625,1.397140807754475,3.888285123057933,5.253994588160376,0.3276811730573379,1.994313722131202,0.7858392742970011,0.3591003914575033,T_cells
+1036,0.95619125,0.31570208984375,3.1702043771320945,0.6783708939220822,5.244184193994211,1.5850373627316316,0.1446071880976132,0.550652596186845,4.324015124777436,Monocytes
+1037,0.419535703125,0.0628652783203125,0.5268560335223346,4.394763308789585,5.623233726052122,1.4749809227279278,0.1756059442352611,0.1142520650750529,0.7091822046180815,T_cells
+1038,1.034638984375,0.153904638671875,-0.3529484846301997,0.7323563841021478,3.979104024889996,0.7298835966506297,6.170780692500811,-2.315996241838558,0.7952477712704145,Other cells
+1039,0.990203828125,0.1389489453125,0.3085271860151151,4.538628848667472,5.474831138501433,0.6293485047130379,0.1430247873086834,0.1598184006696813,-0.7278190668830352,T_cells
+1040,1.29429953125,0.150994755859375,0.7734179603438647,4.226188576752285,4.873904983958162,0.6618330389708197,0.6423237430054,-0.2411871151473759,1.233471805423807,T_cells
+1041,1.292812890625,0.148934013671875,2.617699180795323,4.259746118509483,5.774600587668706,0.2378805399466454,-0.4278782241468988,0.0725849557903716,0.0858159872282226,T_cells
+1042,0.873536484375,0.117337548828125,1.235396722714824,4.105899508944385,5.134675631231584,0.5787196502588632,1.3743828591048608,-0.2706808569959474,-1.0077463557384174,T_cells
+1043,0.832396796875,0.18338396484375,0.6541110012944209,1.101077814914189,3.949952235686509,1.0238684891968055,3.499765102765065,0.3877185820098053,0.316921775412367,Other cells
+1044,0.9765615625,0.12297728515625,3.471228810622561,4.872310532072014,5.229007596436357,0.2521391282290841,-0.2807538232534686,-0.116137535791378,0.5240500737229451,T_cells
+1045,1.164466328125,0.14086447265625,1.5313428078200653,4.58442152320239,5.344832544279919,0.7510399475086227,4.0935518905527895,1.2206980888139762,0.2869253903271058,Other cells
+1046,1.0993884375,0.10986330078125,0.6816164775250968,4.391511631614296,5.023272494897546,0.7283289349027723,0.5087173292427466,0.0453161207352445,-0.4212120599903958,T_cells
+1047,1.023262421875,0.1746273046875,-0.0844056897584589,4.915709990561923,5.617588614430318,-0.1341778095110082,-0.4277650089605271,0.0613466940616737,0.7109704009833383,T_cells
+1048,0.810808046875,0.12789810546875,0.0427793498204059,0.8605860999788189,4.581979575005837,1.0614136991409393,2.877109123484084,-0.3128765181657651,-0.8976217064827712,Other cells
+1049,1.072752578125,0.142964228515625,1.8744082505828228,4.4908340779551,5.176586256048147,0.3879601548152737,-0.3362265177961269,1.2545009070742317,-1.209674429682637,T_cells
+1050,0.77021515625,0.137784765625,1.9957569089106608,4.452964171193681,5.44864473900347,0.3168149766459835,-0.1533119736593081,-0.080372873873226,0.3402506277788679,T_cells
+1051,0.952201953125,0.157333603515625,0.0612571030252422,4.508025340932079,5.527791031661182,0.8264915685867,-0.0588078499412108,-0.5766701673158644,0.3892692517049909,T_cells
+1052,0.749000390625,0.106358115234375,4.116942106843518,-0.6889355980718438,5.141129385568199,0.3400012342970731,0.1294355697799298,5.663022575539984,-1.050036851645673,B_cells
+1053,0.80955578125,0.32310328125,4.21728247984497,1.3066570709830077,5.012466311214884,5.346618958250433,2.06670443324637,-0.5490558950180464,3.984776684243861,Monocytes
+1054,1.10874484375,0.12430830078125,1.0512398597046893,5.096344491283605,5.694034307479759,1.2168774430930336,-0.0800940177611164,-0.353270185846387,-0.0922455590714435,T_cells
+1055,1.3609684375,0.125284677734375,0.7416811707297191,3.633982668667525,5.098115292732821,1.0847034654818182,-0.2134035249969751,-0.2824889562909912,-0.4911448647297805,T_cells
+1056,1.02686609375,0.192735625,1.6049501873736831,4.743000878543851,5.536934241053565,0.5402083690766781,0.0705461906167219,0.1586157503019378,-0.2815510164262933,T_cells
+1057,0.82240609375,0.121213603515625,-0.8477324852123213,4.777597927877185,5.567235321508073,0.7159581840328729,0.1071413857279583,0.0477689682910262,0.1062819669936716,T_cells
+1058,0.897603984375,0.090973359375,5.120711566183449,2.377388695223868,4.961534906480592,0.3587852397926615,0.656828238643349,5.839246069637861,-1.2372795431883452,B_cells
+1059,0.621893203125,0.19749470703125,1.0019748434580151,4.663387922708068,5.036058497533437,1.235316292281044,3.1761615601878272,0.314580645033291,0.3373215761500066,Other cells
+1060,1.175036953125,0.089400498046875,0.3799637308772149,4.353677231585763,5.443608470996828,0.141183048938536,-0.1494726070750135,-0.2253107334739815,-0.9162303035647762,T_cells
+1061,1.0918403125,0.176269765625,1.1839505219321134,4.339382446704099,5.307835259474625,1.5206165372978455,-0.126052506184994,0.4627300398848862,0.2398490359241346,T_cells
+1062,0.767975390625,0.1401257421875,-0.5535764885353534,4.264133125754617,4.997435594179823,0.4952446720195632,-0.2405905639841923,-0.3458067315956306,-0.5816450562489659,T_cells
+1063,0.725844921875,0.148680166015625,4.597788187918821,1.427364361423223,4.8701860310222775,1.0912069947577625,0.424552993214232,5.074367324809163,0.7797161333652833,B_cells
+1064,0.765213203125,0.12389125,4.63800577115091,0.753593391761966,5.112616317332672,-0.0339458503827399,0.2078216600421396,5.603552323281682,0.5397384545585626,B_cells
+1065,0.938290078125,0.090660107421875,4.889001817892782,0.3954140385112168,4.602633310103733,0.3962472863103227,0.0776544353160456,5.6531179990469855,3.609650250239731,B_cells
+1066,1.185061171875,0.4231280078125,3.7865046962982287,-0.7667356549529168,4.6345525419878815,4.737253862609744,0.5652897220998503,0.0519038587131422,2.4633076356488988,Monocytes
+1067,0.9405403125,0.0751283203125,5.3909893401673,0.1484784435147331,4.367781145618513,0.1617198980227574,-0.8995805112141448,5.465784261670572,-0.6855463429808185,B_cells
+1068,0.798570078125,0.120728115234375,4.669673403573858,0.1335173493811454,5.235921227275054,-0.1023508874643443,0.0865502331769254,5.771738496664514,-1.2630532142764244,B_cells
+1069,0.891285546875,0.10470544921875,0.0415874130886352,5.404008800611178,5.241625266048104,0.0839182323842332,-0.5416405805889322,0.3225577606259491,-0.7657459892223949,T_cells
+1070,0.946330234375,0.10561279296875,4.9040248392277865,-0.2520348172315474,5.26340659696805,0.9333507643893112,0.1212480920963993,4.783572564902392,1.1746889791728674,B_cells
+1071,1.54837875,0.20910701171875,5.319400306853885,0.5598977705039585,5.869088777059812,0.8862464160422064,0.9599838300949618,6.573657686378679,0.922778630454383,B_cells
+1072,0.857065390625,0.107233662109375,0.7366981761299294,4.915838641589737,5.123735054794055,0.6103039365193537,0.3353461637599452,0.4215465146342065,-0.3786980612484017,T_cells
+1073,0.862275,0.107153251953125,4.238859406236539,-0.1948033422823979,4.872696519065182,0.5389405346060347,0.6708908287097416,5.848616233989931,-1.7049998941618416,B_cells
+1074,1.151608984375,0.461591328125,3.331462301784437,-0.2971439016952668,4.601088134208666,4.865398819595854,0.3080412106206275,-0.0748943659036905,2.58911681904366,Monocytes
+1075,0.734715078125,0.13414935546875,1.1558766455718648,4.58514738838962,5.747712433946093,0.363959608032163,0.2756901142995471,-0.4669738924717985,-0.7255482732557724,T_cells
+1076,1.00440078125,0.13444880859375,1.1241213503870982,5.074035628993869,5.301767116662651,0.8349993130650948,0.3980411544926365,0.8814628010439081,-1.3454739173004755,T_cells
+1077,0.96509640625,0.07989130859375,0.6077766817119574,4.785853293612914,5.322622548164269,1.8662173051363613,-0.3315425649255177,0.0005259171451482,-0.3377698464560494,T_cells
+1078,0.814132109375,0.074975888671875,4.125462846404093,1.7918624424873877,4.628432583244177,0.3943439400920036,-0.1270308370245236,5.768343601442047,2.0135107181095777,B_cells
+1079,0.8157490625,0.0779835888671875,4.372521510166669,1.08533772095968,5.005017599019402,0.4813415308352047,-0.1869576356720038,5.954141438605605,2.388252309843306,B_cells
+1080,1.22243875,0.15827697265625,1.999081853223033,4.898127764561007,5.711950207543143,1.6647924757361192,0.0981405173473228,-0.4740013515290756,0.7768731924788795,T_cells
+1081,0.74830859375,0.18210455078125,-0.5608916045989751,4.853624249573776,5.353893328915307,0.6397942635027513,0.2605389476534684,0.0477238355411855,0.9233550488871416,T_cells
+1082,1.02408609375,0.4368420703125,3.213653027210297,1.1613762525958613,5.189022265228915,5.118004570202042,-0.2023125556775481,0.4972745330039445,3.0895509138097963,Monocytes
+1083,0.76679203125,0.086171962890625,-0.2149877310470358,5.186244816287753,5.232135209748126,0.3873940363567176,-0.097532284756199,0.1076324233516062,0.1688511988485346,T_cells
+1084,1.023886796875,0.119733154296875,-0.3386321108345709,4.68772134321394,5.381728025200885,0.6967461184903317,-0.1749831019782756,0.3751261320011064,-0.6907895243704559,T_cells
+1085,1.062759453125,0.09305150390625,-0.0117837722570978,5.14355384540506,5.599239202949336,0.0312900796878644,-0.2191964498183519,0.1083733610035845,0.8249985516291669,T_cells
+1086,0.545296875,0.103179990234375,4.123491875538004,1.7338482315287174,5.153774215129834,0.2273471498068961,0.0521784664398673,5.695846103951898,0.0164188224351027,B_cells
+1087,0.864245859375,0.145965322265625,0.0288465872073441,5.825485472599102,5.478828493754572,1.6818334161293935,0.0015421731534338,-0.0100158934351457,1.4048254128656108,T_cells
+1088,1.019032890625,0.15319892578125,0.5285329044687815,4.741196120612392,5.637820849752324,0.5717687014956229,-0.1455308070241631,0.2175323510435098,-0.0411596853875605,T_cells
+1089,0.9347721875,0.17661841796875,-0.26048148503316,4.692014140149024,5.354643514515903,0.5256064302724405,3.083832751286692,0.1982760524613322,-0.6577681563196486,Other cells
+1090,1.0836978125,0.092426796875,1.9284397226456529,4.490831028868207,5.543806248890128,0.3727316550559857,0.1162696158335912,0.1542528783433568,0.4086756073747762,T_cells
+1091,1.22688640625,0.3882498828125,4.17553284641254,1.6326342167891583,5.1759494826948576,5.266920680747344,1.2742264079899046,0.0761784176912461,3.960063310596171,Monocytes
+1092,1.51980109375,0.488168125,3.435410480427333,1.3328181287804703,4.424798504579324,5.247314990141238,0.4146489474893981,0.7237608347460692,3.7112637259168704,Monocytes
+1093,0.724403828125,0.15324392578125,0.1728821259633461,1.3548226399457644,4.063173659520603,0.738477602567141,6.099695146443511,-0.4973896139626133,0.7777102970591637,Other cells
+1094,0.91213078125,0.17334068359375,1.6299509289709206,4.185465576004892,5.26130489142231,0.6780530602943173,2.6455256726154284,-0.1623158499630248,0.246862361942971,Other cells
+1095,0.89937046875,0.117050703125,2.7436100771445275,0.0904742923960153,5.149359236027991,0.6657054493825815,0.2195141815766132,3.647068755848133,1.2115746140806083,B_cells
+1096,0.8797271875,0.110379384765625,4.990415261999327,-0.4685866424936245,4.94276721232934,0.2446897646249468,0.7123245255628942,5.878877456364632,0.1345304189932723,B_cells
+1097,1.33609625,0.4912283984375,3.574483503204604,-0.3036144947880544,4.970733195942877,5.287899209471687,0.4664294408999569,0.0364346020617688,3.2580635540901595,Monocytes
+1098,1.19776328125,0.152037734375,-0.4606630346397437,5.057893454613212,5.641962068453008,0.2064617138011653,-0.483760254823175,0.3771586123436285,-0.0038314361629038,T_cells
+1099,0.8359165625,0.124548349609375,0.2313039356002265,5.008225565131022,5.702369449459467,0.8518471428543237,-0.5212652029216924,0.2711606955148005,-1.2995453640984334,T_cells
+1100,0.657671171875,0.09001740234375,5.229182932065632,1.7867970506778912,4.858031524631005,0.3440035852905417,-0.1135317150663611,5.673825392540966,1.2006787885531334,B_cells
+1101,1.48157484375,0.460679140625,3.800539766233113,0.019279988934476,5.042747862671804,5.47782527542496,2.5441331710539097,-0.5122208042002913,4.072507878786983,Monocytes
+1102,0.696940859375,0.089934580078125,-0.8276122890119867,4.895801439496577,4.845853806029426,0.8103432156821534,0.2024639196029879,0.1051841516949013,-0.8525938967426828,T_cells
+1103,0.630008671875,0.12339916015625,0.7897533779725918,5.283641304191419,5.447467586690192,1.5128558888970378,0.3491194447836767,0.2297437977758018,-1.4368771911627114,T_cells
+1104,0.785161171875,0.148045869140625,4.257439433080166,1.3390531910283934,5.258041445389113,0.7781893398943365,0.2322815411679125,5.4698110750535225,1.84645659806314,B_cells
+1105,0.68061484375,0.09802033203125,1.5035947954505844,4.6402705043327535,5.5633724001549565,0.0507998800361414,0.020674808143066,0.5616729990150292,-0.6250142276836371,T_cells
+1106,1.0869009375,0.098353984375,0.494104486905784,5.096370942359441,5.142836033923313,1.0854639509045634,-0.0231956462888531,0.608853174050257,-0.218056698077367,T_cells
+1107,0.779434921875,0.13806560546875,1.4462736392834328,0.4099990802989685,4.352181143192978,0.6690213276097569,3.6683930897582666,-0.8178244930777844,-0.5482585304482046,Other cells
+1108,0.8969659375,0.16069537109375,3.931657475989332,1.2471442406760231,5.624229263104898,0.5655008782233998,0.6985530562767014,5.633359231537408,2.35198716637866,B_cells
+1109,0.8826715625,0.1218905078125,-1.5216412594196282,5.167673400068354,5.468836470634336,0.4431167668290109,-0.4101892779012467,-0.1864801713455311,-0.5214599159930025,T_cells
+1110,0.954439375,0.2303091015625,0.9682453179554597,0.8701093021409941,4.705666783524616,0.8151698449760871,3.816257237541688,-0.8187690566182476,0.2377527367467392,Other cells
+1111,0.86258859375,0.161853564453125,1.2251240416470213,4.591244686749214,5.636248528811789,0.4339932817855818,0.2302645340002519,-0.0268412927552194,-0.117079843426306,T_cells
+1112,1.021189140625,0.102876337890625,0.9843193758147132,4.925071189333852,5.740649446846103,0.4543843096191566,-0.0084497279046166,0.1474956900687044,-0.5611335852794276,T_cells
+1113,0.8560690625,0.1111319140625,-0.3833276604103036,4.708240471182214,5.565896739444368,0.4492476691102217,-0.2257686487043647,0.0794127186600512,-0.5723256515411854,T_cells
+1114,1.062858203125,0.113777763671875,0.3708801033217779,4.687117054574045,5.446336663239401,0.1492065134326562,0.1113373136969783,0.6487394446131837,-0.1355130544608981,T_cells
+1115,0.95145953125,0.164532421875,1.6638048297397656,4.310653090909781,5.262485221632601,0.5116242647754767,-0.1044318840935597,-0.3016799328640275,0.4763973821224323,T_cells
+1116,0.6978490625,0.120057197265625,0.3766801847188399,5.440210899442304,5.44475232698826,1.7196081355419743,0.0204825651809511,-0.0121254144487534,1.152623147114361,T_cells
+1117,1.054599453125,0.56173203125,3.3598832548600344,1.7704452158075716,4.399143764231511,5.043274557971091,-0.5309613813611151,0.4842142180558342,3.543982271270042,Monocytes
+1118,0.7721396875,0.130257099609375,0.3655010434885928,4.583223162723325,5.225953589983381,0.4285099512957597,0.1117508352594342,0.102983302454448,-0.9182761689912524,T_cells
+1119,1.0026290625,0.20469724609375,3.5611903178200683,1.6659106259936662,5.077945517351211,2.607351953482814,0.3322007055911338,-0.0443218301791875,4.584292898016672,Monocytes
+1120,0.7360184375,0.12351197265625,1.7979593735121555,5.133447923874551,5.460166233208444,0.5249807815428984,-0.2670019028420177,-0.0732541496066612,1.0970055757674744,T_cells
+1121,0.803029453125,0.1249972265625,3.354871690514125,4.872397511781814,5.601210113467912,0.7266067489816259,0.2333775844803165,-0.140467984473397,0.7915061221865731,T_cells
+1122,0.933621796875,0.083276474609375,3.6920792667998494,1.3445379359810317,4.971260331159813,0.3415408676439663,-0.3054047430527862,4.860889782404134,0.982935848127736,B_cells
+1123,1.052565,0.16054474609375,0.924708254384683,4.333831031108621,5.131954287986516,-0.0744216609286194,0.4271603151928633,-0.5934447301094717,-1.376820823727409,T_cells
+1124,0.683891328125,0.1237790234375,4.207686836344728,-1.3432980315697485,5.175104696910795,0.0909776445543055,0.2998480017436726,5.587598139087234,1.814638267637016,B_cells
+1125,0.643782421875,0.143183857421875,0.239248387600146,5.317169419092636,5.790205451788805,0.3885977121574298,0.0050452377410897,0.17652372369789,-1.1233838411768404,T_cells
+1126,0.71093703125,0.1415077734375,6.452129314969518,-1.914026733190925,5.059403216399213,0.2035986189150525,-1.003069874057052,5.294983611721074,-0.0064473488737688,B_cells
+1127,0.9531665625,0.160430126953125,-0.6087228948861828,4.961035466152207,5.56800128937967,0.569685498926879,-0.4694600829671994,-0.0929651734397636,0.9179136807130016,T_cells
+1128,0.437539375,0.102772529296875,-0.1490957577801186,0.0294050909641682,4.553265745515483,2.077768890120522,3.1728482918105185,0.4059883209101199,2.792565156735648,Other cells
+1129,0.72737890625,0.0810128955078125,4.304371786575246,-0.410152260394665,4.767000801173736,0.6741085280803671,0.4479248772339209,5.149819590875301,2.6089428055487978,B_cells
+1130,0.65002484375,0.13576181640625,4.036370895108853,1.8717234404346148,4.959163764814722,0.0343089808007082,-0.4770056276842626,5.862795594913184,-0.5535558551815254,B_cells
+1131,1.145673125,0.147380361328125,1.6323760692974127,4.836910072356041,5.643048455431076,0.4147740432215344,-0.2248657749027807,0.3166544990506088,0.8760793966259077,T_cells
+1132,1.9692984375,0.2359169140625,4.513494407125788,1.67170431632955,6.2391549401506845,0.7502814634690192,-0.1847460094637264,5.578492884152013,-1.092302231781333,B_cells
+1133,1.189251875,0.115621865234375,1.9168453408365385,4.668531242343375,5.277132641162988,0.8610796351975682,0.172979834214139,-0.4982328115049177,-1.2864710101703711,T_cells
+1134,0.9957353125,0.120622490234375,0.3385297139340191,4.853060609733101,5.6777908202608405,0.6845095355592555,-0.0037698049488207,-0.1190472484153677,-0.24941480444168,T_cells
+1135,0.97183734375,0.12407787109375,-0.1776044384777098,4.4198595065035295,5.209423768003602,0.0905180523770171,0.317560195616294,-0.058497652072631,-0.4618190873798053,T_cells
+1136,0.870398515625,0.10666537109375,1.2898290174933464,4.491881421076449,4.895756459822919,0.7375862357471157,0.2770188804108534,-0.047529639594017,0.7598579821468314,T_cells
+1137,1.343581875,0.135266728515625,0.6187805596282503,4.976466793418564,4.989487025954258,0.1305947242318205,-0.1919148838018935,0.3752174977449224,-0.7382241538734402,T_cells
+1138,0.691961640625,0.126167412109375,4.963042525701636,0.6121584561894653,4.840375544173971,0.7089491527883054,-0.0679275171646645,5.779544621980775,1.9461082676122703,B_cells
+1139,0.5500666015625,0.109245205078125,-0.5638622153747516,4.906156585327033,4.187524442579156,1.269613513371454,0.1771963788553624,0.4281351920522165,-0.2255733600526732,T_cells
+1140,1.044813984375,0.1522645703125,0.6405493759503222,4.81183101313286,5.489606835101102,0.4748274505700213,-0.4796062237307917,0.0373406756305791,-0.518658288805407,T_cells
+1141,1.06255515625,0.1148129296875,0.3368573922429239,5.608305664304965,5.402136320712554,0.6295329595282144,-0.314930076635443,-0.3506777559780017,-1.0173445409138069,T_cells
+1142,0.8555865625,0.1661725,0.9857824679646148,4.340606577817238,5.059427446344749,1.3788379416396614,0.6046370081735875,0.1700357018254409,-0.15827573820617,T_cells
+1143,0.88708875,0.09661609375,5.561086575073513,0.6319772210123162,4.959952253061049,1.0180415290339024,-0.356072933500514,5.428119631339959,1.134174489543745,B_cells
+1144,0.99194078125,0.119625732421875,1.532230146086591,4.411911787017276,5.307177347265637,1.370326677557728,-0.3177012401688113,-0.1323353985327518,-0.8030060036129604,T_cells
+1145,1.632469375,0.5315598828125,5.849554238627801,0.8070318435245294,5.296330731597923,5.293177708819486,-0.3695816498354344,-0.4021861664639038,5.213033595670202,Monocytes
+1146,1.16641390625,0.098297578125,0.1307294956902556,4.972370224766149,5.276053138431944,0.2294501983655321,-0.4854700018113472,-0.670584773215925,1.5529572730654748,T_cells
+1147,0.840455859375,0.155020224609375,-0.6607261010678043,-0.0815127672639812,4.959475155059954,0.4309433326049339,3.4181505459118644,0.8847279337161129,1.0051537686319176,Other cells
+1148,0.78019515625,0.12038365234375,1.5467973507364414,4.897979538166267,5.65998927517817,0.6519608191742119,-0.3926693567484656,-0.1824090807405791,0.1886466922734397,T_cells
+1149,0.753683828125,0.14300501953125,-0.5958989457413877,6.728958162600857,5.7248334204010725,0.6758858183233041,-0.1652559990321464,0.6533438761571204,1.9721042333729784,T_cells
+1150,0.99995296875,0.31854560546875,4.06793974673443,1.404508487553264,5.211887130307652,3.650335369374587,0.2541814929201741,0.6640058788044492,5.151908139648448,Monocytes
+1151,0.8387246875,0.079650068359375,-0.1019502464867204,4.240962592618086,4.822173713545584,0.38133155043265,0.4474580778830931,-0.2580510561341784,1.4507408170672986,T_cells
+1152,0.90902671875,0.134595234375,1.4686690288907045,4.0157380955929165,5.259281065757105,0.2027418805536844,-0.2490359332745303,0.280880354941201,-0.4995118899689944,T_cells
+1153,1.189190234375,0.09782650390625,0.8401751721870887,4.43041313550016,5.353683843258489,0.3751356344225843,-0.1004690912307237,-0.0786830687741904,0.0094826966168678,T_cells
+1154,0.860630546875,0.128237763671875,-0.579589036106307,5.484211353836637,5.479948791475265,0.0580302808486867,0.61570660540942,0.457758848137997,0.234057723633521,T_cells
+1155,1.198779375,0.113505908203125,-0.53863222610418,5.15712085766681,5.4446332166629725,0.1532821398125882,0.0858222771272816,-0.3070190774287326,1.4017183867974043,T_cells
+1156,0.94337984375,0.1416998046875,1.6400558371034857,4.920355308569238,5.504296447665349,0.4633417429477872,-0.0958653960197818,-0.1418343339446537,0.1515402179984165,T_cells
+1157,0.811275,0.190033046875,1.377798702187152,4.1125781990178405,5.228705270263949,1.0978450426326705,4.954546485100133,-1.8585136522310048,0.1329183020180754,Other cells
+1158,0.760911171875,0.1303747265625,4.714146036891259,0.9053441634903528,4.786284140203679,0.3063029117886198,0.4513088444430611,5.6623007119647175,0.1109923732057861,B_cells
+1159,0.850773203125,0.136469931640625,-1.2128433561691507,5.924376960999389,5.031989356791277,0.4390389711962577,-0.3123223972608838,0.2385978257775444,1.6199801298884913,T_cells
+1160,0.666185625,0.13186537109375,-0.8217301340335966,5.169037662636863,5.776970130499572,0.8295242406591089,0.0410025045866339,0.2450189899849947,-0.8652721780113244,T_cells
+1161,0.79270375,0.14032318359375,1.22164241470768,5.162202937251791,5.636657959250257,0.8596311894702745,-0.4174111806129547,0.200393372318276,0.8617349018942202,T_cells
+1162,0.6398060546875,0.183812421875,0.889811868973539,4.750852488296042,5.551447864454317,0.3787188295322277,-0.142575724927764,-0.0968250434897102,1.3039527438555367,T_cells
+1163,0.845988125,0.105981259765625,4.553994622935371,1.1254378710364807,4.922203087643423,0.3413280928658095,0.5908628588555379,6.111698655914496,-0.0361376241072219,B_cells
+1164,0.806830234375,0.12948056640625,5.062606776749187,1.0777042390934015,5.022363251531692,0.0083444162750712,-0.4084037554495241,5.6479246912144365,-0.9729926415042378,B_cells
+1165,1.0060209375,0.086654443359375,2.243063286186484,4.519587704195302,5.1804552622666105,0.2566594964557152,0.2124968357184492,-0.0115466934723098,-0.41059739874475,T_cells
+1166,1.3305353125,0.4207730078125,4.681864466088951,3.013006875154437,5.039564490807388,5.333933963379086,-0.4380547933376195,1.827982526987892,3.34222484957725,Monocytes
+1167,0.866902109375,0.129673203125,-0.0668628604831623,4.681423688022113,5.9061095635718175,1.0382514257521869,0.2939024139035395,0.9110614081058293,0.5730528166315596,T_cells
+1168,1.044810234375,0.4886540625,3.1285543861255016,0.9164293011504148,5.040673093172138,5.642052717824137,0.2634023534930958,0.3252220760028096,3.955496911004364,Monocytes
+1169,1.0244228125,0.144003583984375,0.1572790248624246,5.063128297726164,5.471983529946251,0.7537136748587783,-0.5067279417506627,0.2316062411749008,0.0487410937867364,T_cells
+1170,0.916343828125,0.103994921875,-0.3072438957201134,5.665598851554987,5.7040137602367,1.023139432825203,0.1936224457500065,-0.5594176421126427,-0.0542916772875663,T_cells
+1171,1.30702359375,0.16237564453125,-0.2989179631455799,4.202328110518901,5.596707643207846,0.8270006473372316,0.243905056197245,0.2409367514891402,0.4532701069201988,T_cells
+1172,0.857153828125,0.09855681640625,5.090136631055622,1.8398256440923104,4.586165622512509,-0.4429330349519062,-0.738746345799132,5.463006504122093,1.4717782603540304,B_cells
+1173,0.75059734375,0.14383076171875,0.9338191321195368,5.0558695896790935,5.382377863377146,1.4422875822141847,-0.1329281333811846,0.5710928858111581,0.5267820916674448,T_cells
+1174,1.231708046875,0.678708203125,2.704174473534442,1.930860588444339,4.841668651875644,4.814481387188521,-0.254039064766838,1.220712956130875,3.1482161537500617,Monocytes
+1175,0.890404140625,0.121238798828125,-0.4528322049460163,4.963371064121813,5.384188646800959,0.2063715200498425,-0.7064973165659627,0.4529664889806852,-0.5332868039240654,T_cells
+1176,0.679913515625,0.128117138671875,1.201578068345112,4.743999856881639,5.351669297893643,0.471796118470324,0.007027503718401,0.6507354305678253,0.9136455885938342,T_cells
+1177,0.9544659375,0.096674306640625,5.431197775780362,2.3353466289437765,4.755131316129908,0.6421640099392097,-0.4192692692874775,5.639457643610406,0.2976382870804985,B_cells
+1178,0.9403628125,0.10153931640625,-0.5833385991582799,4.587787337510098,5.679729576227833,0.4464076267076665,-0.2254854981089497,-0.1014048103204701,0.8825193060883306,T_cells
+1179,0.87791578125,0.16407392578125,0.5745592182986871,0.4151471714366135,4.323197158680187,0.1818249798371639,3.9917264049601338,0.2221796018148789,0.8694337820246981,Other cells
+1180,1.104315,0.14057162109375,1.365727493800979,4.640305828508137,4.594297409554032,0.1265375990502175,2.583379218075886,-0.0200669225473855,0.00350563030272,Other cells
+1181,0.888791484375,0.148672373046875,-0.6182481196829636,5.0616309605839405,5.5874474188736185,0.3314188434659032,-0.0040274520199469,0.5176022515070238,-0.04030343200078,T_cells
+1182,0.81585953125,0.13357685546875,1.9105619586495328,4.824168491620279,5.544682891108407,0.6568625219593389,-0.2534973584433513,-0.6159290351192148,-0.0628718077054244,T_cells
+1183,1.244789609375,0.51694046875,4.246590227454595,0.8509195773668613,4.969980704015796,5.646971905275889,2.350563905299662,-0.8128193580342397,3.811185943101177,Monocytes
+1184,0.676216953125,0.130230693359375,5.064669109834632,1.0699780946335853,5.121838659622428,0.4944838380896653,0.1463035796484553,5.951243925800408,2.1774051431340973,B_cells
+1185,0.80540140625,0.11441146484375,0.1934449286292741,4.92764923619057,5.805678092400598,0.0869275095283238,0.4308187965801707,-0.1867838214006747,-0.1758571270145288,T_cells
+1186,1.0222103125,0.138343447265625,1.5789959880722868,4.389971033028082,5.135558998515805,1.5679292283814747,0.0626270250791535,0.063506813147035,-1.0081584285256804,T_cells
+1187,0.761696171875,0.0979879296875,5.669842979452248,1.2830651168025045,4.842762927767305,0.6975373909645902,-0.1078332773698392,5.355795371619469,1.1247041276658938,B_cells
+1188,0.8106403125,0.11257396484375,4.412485813863409,2.1318319565986665,5.051050068536599,0.3127105837925473,0.1342154376547701,5.742509364133272,-0.5065160977037932,B_cells
+1189,1.32300875,0.15194890625,2.468921369653152,4.640088799319975,5.838091330642705,0.9855142523307828,-0.0863872005056309,0.145201455452019,0.6228324333036421,T_cells
+1190,1.656333125,0.1923365625,6.01328876030158,3.0191332923170497,5.914063669131669,0.921108967039349,-0.0597818552943137,6.561866600891344,2.5749125739535224,B_cells
+1191,0.9456128125,0.1000024609375,1.3336344868048848,5.575410669981158,5.349110830800616,0.7966531940332956,-0.2344412108691818,0.5075038604856543,-0.0870217501459521,T_cells
+1192,1.043706171875,0.18161185546875,0.6068441414652446,0.6911750465312666,4.805348360034902,0.3096627211034036,3.8740554935089566,-0.8732339811562793,-0.7211560871090571,Other cells
+1193,0.918218046875,0.140916083984375,0.5916092598379176,5.761557044090828,5.407211432118013,0.5232925569422172,0.6139777083325073,-0.2151446825601573,0.4366578591348585,T_cells
+1194,1.1140075,0.11289021484375,-0.4233856149194191,4.51230561192999,5.391073360528729,0.3040525836364293,-0.1752733310416614,-0.5598196185869575,-1.3633272670004324,T_cells
+1195,1.42172375,0.2139046484375,4.473444868756306,0.4277440889669308,4.105617957352353,0.8180842226781582,3.667793834959276,0.524690177490191,1.2218542751653545,Other cells
+1196,0.86425171875,0.091987529296875,0.9902806236058994,5.233086092606451,5.334227597168695,-0.053605778813212,-0.021998740914845,-0.1355348348665704,0.3156883018982824,T_cells
+1197,1.153678671875,0.129840634765625,0.3645009057451277,5.229844923077009,5.812239590477726,0.7150860839882472,0.0007176310544376,0.2519100943964446,-1.2684136579252845,T_cells
+1198,0.858610546875,0.099842236328125,-0.4588793520959233,4.720321535697145,5.66888675520739,0.5039092827731686,0.2073837634505838,0.249115666516568,0.5064565245859786,T_cells
+1199,1.270154609375,0.12133361328125,4.05814347729484,-0.7132517103903021,4.23827048387931,1.9130072172717367,0.6055141266901753,3.681788494127997,-0.1980215488630161,B_cells
+1200,1.062452734375,0.10056775390625,1.055825770160353,5.024622704928984,5.7325840974194175,0.6518676810626134,-0.1306531483393754,-0.2306525194808803,-0.3407093993791441,T_cells
+1201,0.792376171875,0.148375322265625,0.2207981686180242,4.05487027215912,4.882824183625383,0.3551665999019219,2.8480638588480742,0.4121809572037931,0.0896850054132323,Other cells
+1202,0.827381953125,0.12219115234375,1.4370394655411445,4.460256978002733,5.267699232787494,0.7828021943896367,0.2710092246008529,-0.6008813789453213,-1.0590369649615383,T_cells
+1203,1.058873046875,0.054928349609375,1.0594175306383449,4.798861410598934,5.25298583927654,0.8510654211030044,0.0223058283265289,-0.7594609679427141,0.2864487387479429,T_cells
+1204,0.985482109375,0.109962919921875,-0.4924840235048915,4.805053828670743,5.811015447269232,0.9249115513967258,0.2037956561220334,-0.4460857702105429,-1.0352218839314582,T_cells
+1205,0.971864453125,0.17092228515625,1.3679398043570252,5.265418619986829,5.337340757756357,0.403885271618129,0.0029185889006858,0.1538343876485595,1.3638471224000337,T_cells
+1206,0.624212421875,0.14755619140625,1.077953530416056,4.785060678022595,5.556566621853284,0.498112606554661,-0.1719134114076997,0.1911791739485757,-0.6633108370659284,T_cells
+1207,0.95984828125,0.5371863671875,2.7644502177371364,2.065622010186623,4.655197122719859,5.132988539476241,1.1603854826811222,-0.5372132727627998,4.569643727225452,Monocytes
+1208,0.82341671875,0.16714583984375,0.4198003795485703,4.9199567351886815,5.434442100366972,1.0168231111443182,0.1692790215435606,-0.2291576754102767,1.1188446949625774,T_cells
+1209,1.11682625,0.151103369140625,0.2202575491099483,6.72186912640832,5.627842764615339,1.2890137000658644,0.0429072854817511,0.3068937697490848,2.097343486237975,T_cells
+1210,0.966246484375,0.26976955078125,4.710500557576274,1.6884062955686008,4.161297747059929,1.0363042543483214,3.929539155210932,0.554441797429089,3.1037515743745905,Other cells
+1211,1.051193984375,0.13787236328125,5.506645254260697,-1.3219057847325342,5.143015727457383,0.2524755507406808,0.2971324026719712,5.674298944092532,1.731971148707271,B_cells
+1212,0.978646640625,0.118079873046875,1.3055976113677514,4.418589249145949,5.563369804157805,0.2990877481541982,-0.3717426661777039,0.074113129540784,0.233253647465005,T_cells
+1213,0.981061171875,0.09444193359375,5.7838824890828935,2.3894377454029785,5.171841435940079,0.7920309807753585,-0.5093195714799689,5.68969809715996,-0.2449309916648548,B_cells
+1214,0.790487265625,0.15306689453125,1.2463411624065972,5.130498672724894,5.402137999493821,0.1971791736956069,-0.4435744946620852,0.0082986567198498,-0.8980167933224892,T_cells
+1215,0.73110265625,0.14511318359375,-0.1972540805942854,4.53333318004586,5.038835046454428,0.9092013466044252,-0.4191385033298092,0.8226562469804416,1.2536650490118848,T_cells
+1216,0.74657609375,0.1840410546875,5.573976875294648,2.0546585783831333,5.128392656912481,0.5187132877858069,-0.3186931942122379,5.870442749261679,1.220545936589261,B_cells
+1217,0.904223125,0.088002861328125,5.455666590870702,0.948122175209483,4.852683629221751,0.6129125385712462,0.0016742305942842,5.82210592788859,-1.4700470336531724,B_cells
+1218,1.21129109375,0.5963302734375,4.499381087235885,0.1622033631945346,4.7075005624318935,5.433215692314135,0.7167161421334298,-0.4498052461631613,4.242399736948421,Monocytes
+1219,0.7901246875,0.084232431640625,5.062694472833219,1.2676095072759546,4.898586104600024,0.666928299618919,0.3426565598623711,5.331775042695209,0.465762204906726,B_cells
+1220,1.076711328125,0.101557919921875,1.7309131295514184,4.838309041103781,5.530322108824777,0.4462217926690484,0.2728175109977037,-0.4020759738035394,-1.0077115473286509,T_cells
+1221,0.867706484375,0.18690173828125,-0.5980369384623888,0.2571989638221899,4.959466221898835,0.6705245415297297,3.467952185012427,-0.5892940665343578,-0.4354954857601922,Other cells
+1222,1.269670390625,0.4698755859375,3.23419073479163,1.341841315403388,4.681739991511952,5.227419565849927,0.0494647973618356,0.0573522814177177,3.177930458792003,Monocytes
+1223,1.01656359375,0.104053134765625,1.1115835067531652,5.301911157895295,5.71184930498883,0.051815035020512,-0.0251048882625473,-0.1188081342103954,-0.0923456566386923,T_cells
+1224,0.920698125,0.15460255859375,0.0868817928880676,4.600842636677027,5.439979712399158,0.8443591510892129,-0.3648205097070807,0.2158205985954019,-0.4787658897964245,T_cells
+1225,0.6038478515625,0.5447084765625,3.1449288825263744,1.744205851828049,4.5613146894453225,4.611933339611483,-0.5453057346809237,0.7461266408042644,2.399580146602094,Monocytes
+1226,1.014039140625,0.100935615234375,1.268660931480985,-0.3737732746636805,4.238311217321313,0.5153405857353318,5.768695308141366,1.5416844758176218,-0.5983705608786517,Other cells
+1227,0.868832578125,0.17128173828125,0.7484685543836536,4.950522311409991,5.534427590100183,0.7828036532090654,0.0411249895096843,0.2739553551467918,0.4878326466445909,T_cells
+1228,1.150881875,0.109195390625,3.1317038037754488,4.753282603041776,4.945001007251288,1.7800787266387574,0.0538197517584825,-0.2872091369589796,0.990072877332161,T_cells
+1229,0.9420134375,0.12882826171875,-0.5188946300678032,4.942666725456765,5.453933893807244,0.4722934970017332,-0.0674970692078143,0.0456475269694551,0.016497359097413,T_cells
+1230,0.95732171875,0.1088359375,5.0549187265256,0.6732981532899441,4.7751660780155625,-0.0119906598199122,0.4461629594563218,5.654710653048852,-0.187647219713415,B_cells
+1231,0.8730128125,0.156958544921875,4.86352553560608,1.0222786908245411,4.964307621735907,-0.0338084968835686,0.4000801637657299,5.794979083632338,0.5722937275299429,B_cells
+1232,1.037596328125,0.17937169921875,1.2050084744902632,4.5618409659910295,5.32848303844184,0.4106294870882139,-0.0815550049796381,0.1303183683862043,0.2559081924337877,T_cells
+1233,1.04350359375,0.13191337890625,1.7095869146868423,4.997463709271862,5.408151207547709,0.8384856051174903,-0.0995968830624559,-0.0096667170549366,0.7588465791143877,T_cells
+1234,1.039231171875,0.111295146484375,0.4679904945366531,0.3041578869013198,3.651295802955468,1.0359168487108652,5.293680417979698,1.1710536706124983,1.786674740271072,Other cells
+1235,0.805057734375,0.10151951171875,4.786245090046463,0.2451475811236303,5.058174026450762,1.3722183204394514,-0.3637161350221316,5.096182931448694,1.4933916973831325,B_cells
+1236,0.650913671875,0.1930684765625,4.701455602207278,0.4922603879780212,5.096754992087449,0.5918158494025884,-0.2616673523980447,5.637264553349413,1.7530548437473523,B_cells
+1237,0.937600546875,0.122527822265625,0.8028864872810132,4.756150053621166,5.407414308650062,0.6615179770047505,-0.0321025221590508,0.0134273466259027,-0.5285340702997542,T_cells
+1238,1.023884140625,0.17495435546875,0.5176605877533965,4.779106955286236,5.412634625095924,1.1861965974370317,3.8619205616067087,-1.0657558460308765,1.685706717996284,Other cells
+1239,1.209504140625,0.53795953125,2.4136747514732866,0.4503266615352537,5.057197587275387,4.888851594180975,-0.2578291684601336,0.2721123015697739,3.528469420080792,Monocytes
+1240,0.88800359375,0.57326359375,3.620419590257438,2.0589353214348973,4.742550117106501,5.058962357307409,0.1858340025891192,0.3088652441716865,4.036886993055136,Monocytes
+1241,1.56919640625,0.22832654296875,5.390805177355544,2.67690338242349,5.315726101623896,0.7103351666854243,-1.1664040144056866,6.495733367561001,2.024937445053392,B_cells
+1242,1.275039609375,0.5001545703125,4.20928526157172,1.758183606664962,5.052864639602418,5.3686615465095056,-0.563385221572775,0.445706675592015,4.45304758957694,Monocytes
+1243,0.89646734375,0.09328734375,5.909792600372759,0.9439758449202248,4.865300033308883,0.4973969338262043,0.4203966813841879,5.238745962381888,1.7866006802527126,B_cells
+1244,0.789298671875,0.1783191015625,-0.8157621512022248,0.1176319578148451,4.469798615046245,0.3229553804719519,3.4172182620200604,0.0150638214349211,-0.633609387310926,Other cells
+1245,0.869457890625,0.0902418359375,0.5974773960045323,3.856437631099975,4.768804604797121,0.6316354365068935,0.5856951489055349,-0.065572715294428,-1.156372628226583,T_cells
+1246,0.81413109375,0.1748019140625,0.4301377472860851,0.833994747736268,4.737945578224123,0.4609171725575111,3.703291554097051,0.694290302489125,0.0667983156106151,Other cells
+1247,0.894413046875,0.08880099609375,0.2116587948742502,4.269427943277008,4.92488360883296,0.908773680729556,-0.5393635006677052,-0.1832828307523049,0.1237629204318328,T_cells
+1248,0.954403828125,0.154468134765625,1.1195224428366637,5.137999599042215,5.470541172051188,0.6194693647539741,0.0597378807339193,-0.1619306421196219,-1.5352124193957903,T_cells
+1249,1.07406375,0.1289746875,1.3038426938336751,4.928425947958074,5.60677300678751,0.3037857058248745,-0.3423692698483303,-0.4976906638107565,-0.923360863992682,T_cells
+1250,0.77778515625,0.14317544921875,0.3131052376369414,4.556636205076204,5.544605222491021,0.8056404252052297,0.0014672832099172,0.433645195140134,-1.2237233119766555,T_cells
+1251,0.901902578125,0.145222392578125,0.2386137299223276,0.669086775144248,4.615115511983644,0.8286374861327068,3.0786568282725395,-0.3932893090437898,0.9349765224445462,Other cells
+1252,0.978234921875,0.096185830078125,4.098253372993963,-1.5781441494926087,5.132329421283181,0.4447774446702131,0.1390557099017876,5.735963850432982,0.8106579844789399,B_cells
+1253,1.0447175,0.488317578125,2.85054800804496,0.473058964122919,4.95801551308653,4.84148345689993,0.4281093299735142,0.5201723981018591,3.954053218038248,Monocytes
+1254,1.8378453125,0.325663984375,-4.467154010193301,8.703910790302958,6.138194290936836,2.069064841696793,-0.1884270007043315,2.2896219659089985,4.066357769257246,T_cells
+1255,1.41745078125,0.41842421875,3.62315042043528,0.9374275599455932,4.967653389409854,5.244061478766568,2.431123016358349,0.0492580088256164,3.2874593254487525,Monocytes
+1256,0.858330859375,0.19046033203125,0.6618234112984483,4.8196231378077705,5.650802679930695,0.4034581145230428,-0.1089225135875012,0.0568577717152767,-0.167793376158661,T_cells
+1257,0.755267890625,0.189865625,0.1491957345799256,4.385904964114531,5.526271016259575,1.0266416786521946,-0.0998687869302081,0.1380028395931861,1.0196412296282324,T_cells
+1258,0.887839609375,0.118406328125,0.9883550714896114,4.609006770659489,5.66824360613107,-0.3066872117794342,-0.5262764837037318,0.3564211315107975,-0.3471776644267975,T_cells
+1259,0.89716375,0.16381408203125,1.6660053020877297,5.090507119882518,5.92387533578354,0.8674878365234676,0.0587979283073078,-0.5944280299950546,-0.5707370175417693,T_cells
+1260,0.859978828125,0.100583359375,4.389951888115042,-0.1845599493316852,4.825837833747109,0.6989981741220104,0.6349698042098973,6.043690776427773,1.7337283729945538,B_cells
+1261,1.277671015625,0.10436158203125,1.0055178747671176,4.743721245411645,5.701479464496213,0.366924824596187,-0.4437428471169524,0.0232418618218951,1.576789815665759,T_cells
+1262,0.844701953125,0.097445439453125,5.14017756719171,2.041755812690749,4.740462253115614,0.070127561344607,0.155709547680282,5.863416031326744,0.1531152169157837,B_cells
+1263,0.77229390625,0.096625693359375,5.0603501231645245,-1.3118523376087878,4.666244741691599,0.0917271247767441,-0.1920831246570662,5.808971607720879,-1.3212438596059193,B_cells
+1264,0.91408546875,0.151947119140625,1.434003159751123,4.690089981186725,5.652969742727145,1.113853386110048,0.3593405232713291,-0.6198219974588064,-0.1336915397582646,T_cells
+1265,0.69302453125,0.15621203125,0.810174475303598,4.739186331045103,5.478018431453896,0.3198120246139868,-0.0725965453889497,0.6044680622677996,-0.459571883721671,T_cells
+1266,2.14717046875,0.674095390625,3.534867891277374,0.1580019302106754,4.33415740793301,5.432813852056976,1.8673741149846983,0.8201289630015156,3.805981734957719,Monocytes
+1267,0.875289296875,0.094348916015625,-0.4365308613952269,4.904542445818652,5.522870107322416,0.7851637712710772,-0.0249686618331368,0.2716216123118081,-0.8468764040078673,T_cells
+1268,0.92926875,0.13469603515625,1.6935547887587623,4.733192440978785,5.578316195494992,-0.1172204438392123,-0.3129610834543442,-0.1381773635053137,-0.3017566115120886,T_cells
+1269,0.980731796875,0.1577896875,0.5964294079263426,4.475672056960303,5.386134888958957,0.4840219023483555,-0.1982366582479903,0.27401976645183,-1.014385956797102,T_cells
+1270,0.701007890625,0.133936318359375,1.7297496590437675,4.081131946078173,4.858368201021289,0.1174233044229203,1.2833502156997056,0.32778649229088,-0.2505687475862794,T_cells
+1271,1.01359546875,0.089959189453125,-0.0428172077146815,4.129329193457643,4.761230747942951,0.7549432423752522,-0.2337344400864424,0.1025629482692098,-0.9150365564466608,T_cells
+1272,0.9089965625,0.595191875,3.1962652081652867,2.6167640296695627,4.79871873125102,5.528201837760602,0.0493266795516089,0.2175536550358436,4.5342447554951,Monocytes
+1273,1.014823515625,0.11952431640625,5.058640524800821,2.1350458746480294,4.60762682889727,1.7066685547679044,-0.1693098753566493,5.719537245522067,2.0506265149460274,B_cells
+1274,0.71229625,0.11095728515625,1.0408871380854818,4.764668835343812,5.215170145019111,0.891835097960648,-0.244172922857724,-0.4227824533717299,-1.5370235918363455,T_cells
+1275,0.890169765625,0.0795990625,0.7670710103901233,4.98655552348486,4.893432509602591,0.3333586135750064,0.0561450568620768,-0.1867566909714894,0.17931797213128,T_cells
+1276,0.80159296875,0.0831378515625,4.299045560840344,1.9946972207398133,4.510818357792015,0.3676515737328154,0.027677122679371,5.470232124196347,1.0449170739632727,B_cells
+1277,1.223320390625,0.23739421875,5.697642723698116,2.155567788308796,5.148604954157006,0.7013390189865243,-0.3780250410897612,6.316495916619672,2.3505628042783235,B_cells
+1278,0.92914234375,0.155012431640625,-0.2852169340459234,5.295240528003228,5.5207700202628205,0.5890271847291204,-0.1951710758904719,-0.0571256674477594,0.375719072916864,T_cells
+1279,1.081439765625,0.10958185546875,1.3100360038010568,0.7101889978783879,4.620597193712243,0.8931057541768284,3.7331452046285967,-0.6736461887897088,-0.7694715760393673,Other cells
+1280,1.06096125,0.123117705078125,0.5967076209398157,4.979612618728363,4.547583412823699,1.10352924244184,-0.1009355683111509,0.4279086885801147,-0.3618997217049765,T_cells
+1281,0.94622921875,0.134549619140625,0.4112431935022895,4.306107259478341,5.463481432073779,0.4222374494721386,-0.0053400176297599,0.6174511539919356,-0.0108519293369168,T_cells
+1282,1.61545703125,0.1961005078125,5.501867246385024,2.472193479645094,5.652870208439244,0.7716517628979481,0.8476212582435397,6.530642113223507,-1.1373561688018547,B_cells
+1283,0.87325140625,0.120062607421875,-0.3031504844550124,4.43751800210194,5.198647514919834,0.9474103435979851,-0.0564749374063914,0.5879826361738174,-0.5943082986023871,T_cells
+1284,0.973748125,0.129244130859375,1.6175903010732096,5.902952924253575,5.632944063514189,0.6100818933156616,-0.1867323969013884,-0.1392514759389153,0.6558501287201993,T_cells
+1285,0.832927734375,0.163616064453125,-0.4072682467361406,0.5286942882225174,4.620806227732277,0.6246020611056513,3.787629452667885,0.233078636205832,1.9102931308753228,Other cells
+1286,0.5841966015625,0.11454828125,4.924871198935129,0.9669644962825424,4.237448073737146,1.2615360874463186,0.3080632755293269,4.951093009544387,-0.5017952909995381,B_cells
+1287,0.912256015625,0.12766646484375,-0.5914133703474125,5.110323140084175,5.57591284624848,0.7016144385318446,-0.0985802023235109,0.4198631656150812,1.031713415944134,T_cells
+1288,0.726226171875,0.09561693359375,4.283859428082926,0.1257738901643442,5.079727742358941,0.2619541428756099,-0.5602961076266599,5.38466533479987,-0.0561634834759515,B_cells
+1289,1.35944390625,0.558774765625,3.2502224338450483,0.7723125459783695,3.053651233217667,4.483045490536264,0.3978697016712412,0.5658305495645706,2.1449364353846936,Monocytes
+1290,0.81254703125,0.097269609375,-0.0635743745759478,5.438702772490587,5.11567467868406,0.5677757504063274,-0.2410023331806339,-0.4868614135919018,-0.2697471401725834,T_cells
+1291,0.7390934375,0.10627169921875,4.354855340688261,2.02835539264858,4.565329096511353,0.031423794023485,-0.526767004018289,5.336765423062498,1.295254829051598,B_cells
+1292,0.929641484375,0.1326244921875,4.396010703826814,-0.1256453518746971,4.9294527682608535,0.6043681810432946,0.4898089668317837,5.157191559792577,-0.7557315797928423,B_cells
+1293,0.66591671875,0.111415751953125,1.383420478117283,5.365273676882995,5.7973481740853305,0.5521825964162225,-0.0186410413234554,0.1590788099219986,0.6664817546375101,T_cells
+1294,1.6862059375,0.1699729296875,6.202896376802306,-1.601474111033205,5.294368043564458,0.8670586356193034,0.4027549489171986,6.549512263875808,-0.4281307152918073,B_cells
+1295,0.7689075,0.11457349609375,3.995298693732501,1.7881097677927422,4.723094729597903,-0.0179393022238447,-0.2943668855099697,5.19453828897797,-1.8197583236924293,B_cells
+1296,0.8465928125,0.09838279296875,4.660697186395503,1.278194620804749,4.728264926550457,-0.1607335730188802,0.3398211489586685,5.656899000815672,-0.8526623059763809,B_cells
+1297,1.10086,0.1235509765625,1.0348069938965545,4.809708500729036,5.416229694802771,0.8672509073143884,0.0706673438320021,-0.0482865295883959,-0.9209126809316908,T_cells
+1298,0.905605859375,0.13030150390625,0.7598241832248176,4.947277508151483,5.175850124831885,0.9903521573955718,0.1699669937200262,-0.0686190832393275,-1.1675834180229263,T_cells
+1299,1.1902371875,0.3831696484375,5.10918463767203,0.086649830072627,4.987664767146192,5.215192731018098,-0.3007659121669517,0.047887311407181,3.482270557438246,Monocytes
+1300,0.915262578125,0.12350537109375,4.385621168125779,1.681088188421415,4.96128687783025,1.5642337730633062,-0.1511516578164994,5.669053472429128,1.891755357475052,B_cells
+1301,0.7829915625,0.104789453125,5.652358449879745,2.1782601366224474,5.1238284904004345,0.1168515886081017,-0.301302025372387,5.527255408972257,0.5264805762938416,B_cells
+1302,0.75715921875,0.151401630859375,1.42445424892739,0.2519599635693746,4.9919082175067615,0.3273079689558137,3.678859325492843,1.2279285231700747,-0.7286518670748406,Other cells
+1303,1.14794890625,0.3327428125,4.282668698961546,1.0360277256448165,5.1397943655430325,3.4358612162060886,0.3126700167493428,-0.9622523664568106,4.45456795849859,Monocytes
+1304,0.85922671875,0.091386826171875,4.5211056110072585,1.433085095287451,4.814790004459733,1.268364900295287,-0.414856875932325,5.694650310775003,2.0455542815565155,B_cells
+1305,0.6117348828125,0.114574091796875,1.7414374631647616,5.236001176779907,5.321534037977834,1.0588210935196851,0.1689160946536856,0.2150179342720783,-0.9790590401415796,T_cells
+1306,0.671080859375,0.120698115234375,5.476238585947055,-1.8705422691121,4.946162025993306,0.5717588452424522,-0.4081877254739713,5.182821408803532,-1.299353297357965,B_cells
+1307,0.875955,0.10899015625,5.317787985383079,-2.2361297091542744,5.036287014419604,0.6258559419219394,-0.1270361458450057,5.961680688874941,1.0106545921683354,B_cells
+1308,0.4147320703125,0.0416133349609375,3.13266946269488,0.7093763826085028,4.254833071186255,1.4044978242423012,0.4255560174516624,5.021523136599248,2.2827950737914016,B_cells
+1309,0.730230859375,0.425306796875,5.107444262633226,1.0241392386345076,4.915541040856798,5.299958910745767,-0.4254081359957812,-0.6585072187428276,5.023724038534405,Monocytes
+1310,0.830628046875,0.12807453125,-0.2368303925442755,4.418903791862427,5.146388743646041,-0.1243703673638635,0.2775673691125192,-0.3472288710076942,-0.6431439971801282,T_cells
+1311,0.87290953125,0.135494765625,0.3297157968310711,5.007706028505253,5.433156180701287,0.3124486925036577,-0.0359100171748162,-0.1664415780413077,0.5137245453597066,T_cells
+1312,0.87159515625,0.12196072265625,-0.7062804330692668,5.488405051888512,5.72126895095712,0.1732163156343292,0.0735028769743747,-0.4943853864472882,-0.5966979260285905,T_cells
+1313,0.748832578125,0.1745948828125,0.6870563613722841,3.949267684155489,5.132320151815387,0.8724243601618705,-0.4428359087527698,0.8509924334469602,-0.2482462840734192,T_cells
+1314,0.7914565625,0.0993735546875,0.1707398573786143,4.888520036313964,5.20063957038899,0.1754018939863702,-0.0145798085915077,-0.1800011543255179,0.6083840238377759,T_cells
+1315,1.63292640625,0.252855390625,5.321018595901827,1.6385180713577454,6.059715713021766,0.5352444248994895,0.2170125147096314,6.345311423068777,-0.0466497014717895,B_cells
+1316,1.3567703125,0.4428016796875,3.839098252459544,1.913697905877876,4.861304402387032,4.901412585498947,-0.2471409101090992,0.4336983159918398,2.527112364549663,Monocytes
+1317,1.063258359375,0.0953846875,1.8736207802612603,5.611533562272126,5.614266899359916,0.2267838190783017,-0.3562845963774951,-0.4216469593575567,-0.53933319519312,T_cells
+1318,0.844448828125,0.13698181640625,1.4869568194319198,4.585192246289375,5.284408914531918,0.4613393222459758,-0.2724805101549482,0.6583252565876728,0.7198526558169598,T_cells
+1319,0.79027109375,0.106218896484375,1.501359831620469,4.211574144444722,5.334453939592206,1.1919517810588325,0.0513805924047383,0.5077114274495877,0.6579842535334809,T_cells
+1320,0.90209734375,0.0772952734375,-0.2818395885564367,4.499662741030043,5.100714014538077,-0.2199912924267661,-0.2089762225301898,0.2656193334361802,0.3372990619159266,T_cells
+1321,1.63504359375,0.55314578125,3.516606945297166,1.081379555785677,5.013290629080881,5.5661968467399126,-0.1662420588076516,-0.0482449634830984,3.646906106611069,Monocytes
+1322,1.124972734375,0.5771509765625,3.561533547966447,-0.2917568969042682,4.699920625933983,5.366541730110705,-0.1257186427449683,0.2562990643118208,3.5882920537108185,Monocytes
+1323,1.144041171875,0.076614765625,-1.3584167436789802,4.368194963955033,5.219362266482244,1.015038340011323,-0.0176693228745462,-0.0806353609327716,-0.8560402764410704,T_cells
+1324,0.850709609375,0.157614462890625,1.1258325184133744,4.663662083071678,5.433965013430742,0.2313482310806526,0.109430800294523,-0.3442061139766336,-0.4201531676439282,T_cells
+1325,0.897554140625,0.104760654296875,1.1859767381020974,4.133849109133516,5.0054436397381,1.2501531602566294,-0.2262391497809487,0.7918397122607818,0.2008227421394887,T_cells
+1326,1.148359140625,0.13006267578125,0.9723550977443408,4.8177571090020885,5.713349935235549,0.3609242024381837,0.1200681459272422,-0.304294040856494,-1.1744846290825963,T_cells
+1327,0.99871171875,0.12252841796875,1.5444818167629035,4.858423671692224,5.5636276356388,0.7962352911018068,0.3136405118784644,0.3477442903913418,-0.5205566090929815,T_cells
+1328,0.890819375,0.3499261328125,3.623548228108513,2.4616728664626955,5.028398705835823,4.632246457498816,1.1116479842990148,0.235169678064625,5.512574389414545,Monocytes
+1329,0.81519625,0.109541650390625,3.967875012298244,0.896075773119531,4.872909431890173,0.3438864947957444,0.2849050373792144,5.325972881939063,1.1904694539067695,B_cells
+1330,0.69786,0.138869140625,0.9985924390530307,4.4030333705458125,5.270952145477226,0.248841703629304,-0.5785060933473617,0.9001307481988974,-0.4057563220760142,T_cells
+1331,0.772640859375,0.0830634375,0.0144690257431084,5.528178054433837,5.279714673493148,1.0648980724730592,-0.3336960432201395,-0.4642935479516259,-0.3767061083718923,T_cells
+1332,0.88064796875,0.10676619140625,1.177181676746376,5.027766813847141,5.5572925239591,1.126650876164693,-0.1530067964263253,-0.1684849635071502,0.3530278220436117,T_cells
+1333,0.655833203125,0.098862275390625,1.6707264180551735,5.366341344119982,5.627722959775698,1.6963396231543466,-0.0649300658521798,0.3154798984980191,-0.6334313994401816,T_cells
+1334,0.842131015625,0.20895767578125,4.919499836368303,2.615241424640273,5.624238112668634,1.081404916202814,-0.1837876395138389,5.868235821497285,1.7501054121285944,B_cells
+1335,0.87147328125,0.114988759765625,-0.9706734934732628,4.693308254449495,5.708048044599922,0.1193664360640302,-0.0623362052244556,-0.0486061656406995,-0.9074281472086132,T_cells
+1336,0.849770078125,0.16566720703125,-0.5056217412758568,5.014049657699737,5.541352868517692,0.7103714114105539,-0.1154044163578516,0.2868339388351443,0.8550542810178083,T_cells
+1337,0.8956584375,0.16120125,0.7798125743695604,-0.1330786125710761,4.84616135469568,0.6147178515775397,3.5486902980366524,-0.1936978490162712,-0.0298185353951898,Other cells
+1338,1.0483803125,0.13508009765625,1.797134356023655,5.257313184455912,5.532086486972126,0.5404189581150451,0.1214828545977226,-0.5145429306690792,0.111153960369436,T_cells
+1339,0.66217984375,0.143132841796875,1.385757811643962,5.232276140039296,5.535904176939792,1.7250862342752211,0.416060596838726,-0.2087386866535913,-0.3984367822759471,T_cells
+1340,0.991331953125,0.12695115234375,-0.7701068572550355,0.4036160830183694,4.357432469280603,0.5294894025061903,2.9630617206664533,-0.7038503894743344,-0.1342936141891468,Other cells
+1341,0.652604609375,0.113859970703125,1.3374293669484254,4.540642675511232,5.3841135704925485,1.119127551084148,-0.1165242001138917,-0.0365983663270398,-0.8962864196352682,T_cells
+1342,0.5477979296875,0.18349796875,0.8269295998823916,0.1791285292535038,4.7952067616072345,1.6526363043846168,3.771760410365006,-0.1129790764109459,1.5601272457212436,Other cells
+1343,0.797134375,0.110554013671875,1.231761332448714,5.250609229371739,5.594140872770977,0.1340261225218096,0.27364275581607,1.430981097678576,-0.7022195498660193,T_cells
+1344,1.176918203125,0.15936916015625,0.0624924873240239,4.958285943036665,5.719759740172448,0.7544412585890746,-0.0897939166867846,-0.3353848386490224,-0.3323082281942762,T_cells
+1345,0.46375109375,0.147425966796875,4.923302642531684,-0.4934321266489819,5.184305830071659,0.2612864551760306,-0.5246742481722586,5.610448271665748,2.255821628456977,B_cells
+1346,1.106253046875,0.105884638671875,-1.5442316682902304,4.713887159934394,5.387249080858782,0.433287184537287,-0.0553147580614232,0.021635475508229,0.6376710364948028,T_cells
+1347,0.7322028125,0.1608748046875,0.0674502303448376,4.700202068810012,5.625580541667311,0.7509554360259915,0.2264183733619225,-0.1525380341062767,-0.0397801798198234,T_cells
+1348,0.852084453125,0.0759504541015625,5.0903023051895735,-0.652238601461403,4.711849793883042,0.297530231805446,0.3318523184648661,5.391084421558566,0.7393416682374749,B_cells
+1349,0.97215640625,0.176363984375,0.8286712410758463,4.589624937483168,5.337893571999013,0.9264312088605492,1.9384911192908871,0.4794731427355319,0.8529516235261567,T_cells
+1350,0.7120965625,0.118993828125,1.1208492659283755,4.501268500799156,5.264246942704685,1.4063792323937636,0.2324263938906222,-0.1104014732278076,-0.8872761116005444,T_cells
+1351,0.5653795703125,0.116361787109375,1.5119711477040974,5.358338416002458,5.2230127458474565,0.6518767227169198,0.0311732520513371,-0.3989025235468907,0.1532332808705286,T_cells
+1352,0.777946171875,0.122367578125,5.176652020668168,1.943549055540423,4.731875310876879,0.304515650682123,-0.3836295183994963,5.526975393245139,-0.6861185647843864,B_cells
+1353,2.46671171875,0.39650828125,5.760451296943811,4.03929062752009,5.756639779884257,1.7401744208212622,3.0410452787405022,5.333003671367187,-0.7024966581682897,Monocytes
+1354,0.732696484375,0.092891875,0.8838490329178603,3.4020477348539213,4.762549523377093,2.1131573329037976,0.0492368227634358,0.705144099373486,0.274441019009706,T_cells
+1355,0.87915203125,0.16427015625,0.3602438598587032,0.2280257813916615,4.946990513288233,0.4798880660428218,3.3189626847699905,-0.7136335854033254,0.2729462067642591,Other cells
+1356,0.65947296875,0.1158012890625,5.17599442647531,1.819230424527105,4.9429814364661695,0.00290279980377,0.1224035367163603,5.615912357630799,-1.5973822391462136,B_cells
+1357,0.75671,0.095244267578125,5.4110860878460025,-1.1166751914589106,4.892859933906331,-0.391102401118228,-0.361032562652985,5.754327159382651,1.8018309709062013,B_cells
+1358,1.161540703125,0.0724290673828125,2.0572019917550675,4.450950499338683,5.712471545665276,1.349045866909326,-0.233956382715268,-0.2462666949447063,-0.6595521494433342,T_cells
+1359,1.30790765625,0.3963350390625,3.670714900826541,-0.3178451529602222,4.865410751550049,5.514898457550872,-0.4062475510846763,0.9499044658453932,3.906241402864792,Monocytes
+1360,1.017758359375,0.15021462890625,1.7419613361370343,4.948097201482026,5.155958803252631,1.5840298465433744,4.226606728503235,0.4741494657046186,0.9732041992457232,Other cells
+1361,0.968049609375,0.116704443359375,0.9752183222659264,4.250095631950387,5.444431026122564,1.23686654664988,-0.090455426151944,-0.0564451568405841,-0.7629185367820979,T_cells
+1362,0.70315171875,0.129985849609375,0.4688679615994442,4.490973333799042,5.102241504992365,0.2981417388672871,1.8878223750512464,0.0003816516433008,-0.5078847796059516,T_cells
+1363,0.76308953125,0.126729716796875,1.6507739001553683,5.25790068099973,5.606009991955368,0.943653319008576,-0.1588827215550262,-0.3853780442108276,-0.8192368277621798,T_cells
+1364,0.995463984375,0.128998701171875,0.8979481418898725,4.59560125233568,5.487931137645001,1.1048959382554484,0.0345063687588366,0.2843282876507179,0.1640040973661523,T_cells
+1365,1.096753828125,0.515189609375,2.4919905536982414,0.2904313446024293,4.871680824641533,5.565980176647755,3.3809788354305024,1.0550513222225102,3.74600019488915,Monocytes
+1366,0.841733359375,0.147841826171875,0.6525039512844292,4.049309872867144,5.402927352147234,0.6945413954295797,0.1559153543852062,-0.93726004941195,-0.5473768753059269,T_cells
+1367,0.759416015625,0.14484552734375,1.9520785074097595,4.324602853602378,5.930150736534921,0.3094991800204063,-0.0485118051088614,0.6827459935552712,-0.1746118597390538,T_cells
+1368,0.6508148046875,0.121195595703125,1.1817403092710408,5.042904403756243,5.574841635663298,0.0774349281969292,0.2594515766100395,0.2251401545934468,0.2531718188190534,T_cells
+1369,0.90143296875,0.098364189453125,1.258877138977622,5.449287448688617,5.301093076468368,0.993534075560287,0.0115883873626825,-0.0345335150685696,1.024563819819459,T_cells
+1370,1.004532265625,0.086160556640625,3.045877274917555,5.259850776431412,5.395823922186116,0.7036555490003331,-0.097151360191654,0.5194468786533021,-0.6105181579094414,T_cells
+1371,0.89395265625,0.09635265625,4.276914615104165,1.833624822336972,4.981184096390426,-0.2492714788286903,-0.1908099065684617,5.234950496812556,0.663209682663532,B_cells
+1372,0.882344453125,0.15053927734375,0.6208483868393029,4.575068811995939,5.464949048367692,0.8689789995151209,-0.0944463648904188,0.136391381639909,-0.4523455781873908,T_cells
+1373,0.6541488671875,0.1925959765625,1.3351517427049098,-1.047927076898172,4.208796747617919,0.765526782184532,5.778567291162772,-1.354192149852102,2.506573337366069,Other cells
+1374,0.89204546875,0.0709030078125,0.6784774185609498,4.836455810955735,5.355801911910177,0.4385423266274372,-0.1708428619647377,-0.5074097937030251,0.5822985532492155,T_cells
+1375,0.796047578125,0.128084140625,1.0126832587923615,4.901094742275373,5.818444710622434,0.5773698330994868,-0.5577792757010372,0.3961474159766004,0.1737493904781317,T_cells
+1376,0.91055453125,0.347143359375,4.5307921839681145,0.4122786096572869,5.395289034040662,4.809977468489462,-0.0422119529437487,0.1850597401080767,5.12614677729115,Monocytes
+1377,0.794066953125,0.155084443359375,1.2389739017407586,4.143816087906228,5.066227092633959,0.5650405978146826,-0.0355871655164664,-0.2917265814578256,0.0475080489837209,T_cells
+1378,0.946118125,0.17295181640625,-0.0846683861815166,4.753440654271295,5.5964716751203545,0.7085407227776906,-0.2025374940053494,-0.068719479506659,0.8822228952080644,T_cells
+1379,0.696991953125,0.119322685546875,0.3652654757985494,5.520888164567121,5.527511218951774,0.5296542370566086,-0.4960222954750886,0.2175907726920315,-1.1331187483099598,T_cells
+1380,0.65844546875,0.147001083984375,0.468494625609024,4.866769028807888,5.617652019432679,0.6960824918364258,-0.3845345904139528,0.3205839156577457,0.3608725111705083,T_cells
+1381,0.817911484375,0.135550576171875,1.173674356929093,4.710991896278058,5.387000329011563,1.470168170058384,-0.0330819070498514,0.2587587237867362,0.2296304095897048,T_cells
+1382,2.25055015625,0.3023929296875,5.516845390755198,1.58895136065707,5.8457001647868285,1.213911543934055,0.5953307641984916,7.003157089271683,0.3560331978927461,B_cells
+1383,0.8188325,0.123474775390625,4.073797851672912,1.1241033213341824,4.281830828067511,0.5048313180000773,-0.2049382683930704,5.524543058485038,-2.034710065683311,B_cells
+1384,0.973548671875,0.100124287109375,4.588956949523336,0.2591448088629206,4.743929485140784,0.6036521996446473,0.0076409861187794,5.406950281756495,2.088553844653264,B_cells
+1385,1.21359703125,0.6129915234375,3.584516542639666,0.97455994546464,4.851912292677754,5.270943711465869,1.611162002495187,0.5796903397144137,3.6221762399919752,Monocytes
+1386,0.59143375,0.1326658984375,5.9697693968158445,2.0608037707668543,5.122717103497204,0.2522808227006981,-0.7309523503286184,5.332149173350935,-0.0974848614304347,B_cells
+1387,1.02679203125,0.116525009765625,4.551294040783834,1.1427118293461085,5.540376530528303,0.9670219049814448,-0.4431273635327543,5.6224984619471385,1.6749266519798227,B_cells
+1388,0.554601796875,0.1102017578125,0.9064185550564408,4.197473133988458,4.943108561755989,0.6258433495415124,0.018703849085553,0.0255191947999037,0.7452688102435195,T_cells
+1389,0.90821171875,0.509427734375,3.3570968143504434,1.2015045325654323,4.4623006563618,5.138040262397204,0.9396432402726492,-0.4027316607129009,3.5424629803714183,Monocytes
+1390,1.5723734375,0.4843903125,4.969771328031106,0.6725372129773752,5.068724625894155,5.233578464425509,0.3537255437917075,-0.0854079509555701,4.029574080426522,Monocytes
+1391,1.036923203125,0.12681552734375,1.8900163009596584,4.874370649589316,5.880560152896751,0.9208202557678682,-0.5900000845384291,1.1244942318033773,-1.1683624426507462,T_cells
+1392,1.236486953125,0.108796923828125,-0.2477798589406205,4.344889472505081,5.348803007965865,0.4394828011794123,-0.2584331248928601,0.2391550436804354,0.4563541122668396,T_cells
+1393,0.7719896875,0.08340009765625,4.108070203584293,-0.1713458434582035,4.915979607341151,1.4644939183509147,-0.0602734203892503,5.792739094441027,-1.4875823989045651,B_cells
+1394,0.8554396875,0.20192455078125,0.2650664649443606,4.358425039072705,5.314485902751568,0.8083805072077103,3.3910891981763824,-0.6208038026374479,-0.0703435581280639,Other cells
+1395,0.6140191015625,0.105855830078125,3.845293515879874,0.9416003398928278,4.842946119297027,0.2845967922948701,-0.0238421908484162,5.858289821149367,1.7769272376481593,B_cells
+1396,0.9697946875,0.17729474609375,1.85019491901685,5.43959030670017,5.582232755729638,0.0421902929132676,0.2282425149228313,0.0279598293689249,-1.050098284759406,T_cells
+1397,1.088149140625,0.1428466015625,1.411112112142808,4.824825095958635,5.438639982736908,0.5902813762378395,0.0279092520531845,-0.3143774529350675,0.5187882860216327,T_cells
+1398,1.094481875,0.12251701171875,1.276237649902355,4.322393878858482,5.229710554434942,-0.0589777171580832,-0.1580562725967879,-0.3592489544604921,-0.9931765207892114,T_cells
+1399,0.954219921875,0.061657275390625,4.666772413291426,-0.0244044222364726,4.570484288505005,0.2723579837790714,0.0795825555628115,5.554827990006802,0.9061522134188126,B_cells
+1400,0.749678515625,0.0896561328125,4.400140726128674,-0.889608233087781,4.726242167904196,0.3864394351537085,-0.5414742569303068,5.33211351231858,0.370387338072017,B_cells
+1401,1.0710734375,0.11237892578125,1.4257425480646873,4.238270545921884,5.12696213911895,0.643052580794689,0.0571681341527876,0.3530090211805246,-0.568462301724045,T_cells
+1402,0.688272421875,0.134752451171875,4.001953900981874,-0.6043623880002452,4.542227815351767,0.3945473747079404,-0.0987499161198696,5.846521069294919,-1.8223489281227283,B_cells
+1403,0.8592325,0.0702873095703125,4.904061800068165,0.0350315178060349,4.644381680961177,0.245604329124219,-0.0980693181157034,5.604292148514909,-1.4190503726834307,B_cells
+1404,0.82191671875,0.079759892578125,1.0977821197270885,5.19108412193816,5.254456961000129,0.9083332995361874,-0.1968557264407929,0.5961482497580344,0.7225699214731033,T_cells
+1405,1.09474625,0.159843232421875,5.659532586665724,2.2373361884301097,5.425697126343298,1.438982518207088,-0.2624895094002727,5.241109629068955,-0.359878644424398,B_cells
+1406,0.974100703125,0.17220708984375,5.474209819923844,1.7559882201583148,5.16598300609581,1.0078395726657303,-1.1108278625584005,5.563881989554507,0.2155741046553922,B_cells
+1407,1.07335890625,0.134741640625,0.5524128057478425,4.613720706777694,5.22008321730347,0.2761676206169256,0.1997673466759087,0.777630861346279,-0.0942820919841302,T_cells
+1408,0.7327909375,0.16125767578125,2.793885853030193,4.275830616962921,5.209611119515263,0.3910167890357278,-0.381279320401838,-0.1340614431436559,0.8082480816285011,T_cells
+1409,0.787726015625,0.18050828125,1.1602564635827055,4.5689480561664055,4.939666295935772,0.8946908276831903,2.6946660355861973,0.0234947148465086,0.4855153030348058,Other cells
+1410,0.983275234375,0.108956552734375,1.1894143081469437,4.643073765803938,5.553470318069333,0.2940872356705999,0.4086144718895243,-0.1110834561008978,-0.3888811581520173,T_cells
+1411,1.0759503125,0.128211357421875,2.17506211335165,5.337430430085735,5.595347354741588,1.822079178853215,0.0293498287780004,0.8407561312029372,0.9672828261746366,T_cells
+1412,0.89587640625,0.43646609375,3.5080356099804724,-0.1706326795914438,4.734438743052194,5.056188723142404,1.0096699669545788,0.2725689025087393,3.299949789092524,Monocytes
+1413,0.731918515625,0.117345361328125,5.0991643382595,1.7993524950203772,5.012971032089452,0.0279010425430765,0.3354315925050301,5.428545501053041,2.1176841870507683,B_cells
+1414,0.89312046875,0.12001939453125,5.472336801708496,1.6253074968544747,4.9740827981993005,0.2698535617433955,-0.316168216763568,5.49115620926854,1.2754103148393572,B_cells
+1415,0.975669140625,0.088022060546875,4.951815022319151,2.3722574742193947,4.920501521752392,0.9569675857362636,0.4853445284627149,5.605909542262717,1.1827168819538236,B_cells
+1416,1.71328921875,0.449979375,4.564456380820448,1.8955965653728648,5.142060494859733,5.005295401753266,0.6217478637810142,-0.6016813630493124,4.643233757490589,Monocytes
+1417,1.03689390625,0.140110146484375,5.038155283341445,1.077159295247302,5.280351884988002,0.5306794497767091,0.4647592629032043,5.833243878441393,1.422322687604193,B_cells
+1418,0.98560765625,0.11186763671875,2.3646649994393543,4.790311356780848,5.20598494319912,1.2194090062883434,-0.2435533175856283,0.6908805875817501,0.9094073085572548,T_cells
+1419,0.901580546875,0.14236171875,-0.2958599945681754,4.901350960003457,5.372856354142257,0.8949168882242565,-0.2829109945324718,0.721269196505015,1.1249740281102825,T_cells
+1420,0.94287453125,0.123156708984375,-1.0084683637261718,4.839306149178521,5.656929190902736,0.9414050994276502,-0.4862121882845832,0.8513511154099345,0.1422197844742288,T_cells
+1421,0.728262734375,0.105568994140625,-0.5786224529688324,5.313543554357701,5.385509080280772,0.8273488565303753,-0.2415457309901692,-0.1202096341732765,0.6854846325387942,T_cells
+1422,1.1076484375,0.150776923828125,0.8489681972747892,3.8883579743871497,5.080052802897978,0.3598990220041912,2.379288798190799,-0.3181700145710144,0.7410275461005569,Other cells
+1423,0.926762890625,0.132970751953125,2.039720580512593,4.70958798321909,5.8234709346918425,0.7684853269954527,-0.1478399381232394,-0.3821407985067512,-1.5367215173720423,T_cells
+1424,0.893070703125,0.070778193359375,5.416044306879302,1.6763747521042027,4.641380754253521,-0.2391913143856054,0.6482494754943349,5.385560351732371,2.153726053418779,B_cells
+1425,0.880572734375,0.118798193359375,1.9932473948730496,4.674924553304081,5.07664798880667,0.4982255070866497,3.607898926323744,0.0801451767124767,-0.9953789506860676,Other cells
+1426,0.770105234375,0.145035166015625,5.874571378149321,-0.8919072387272211,4.908190012148634,0.5902232411498777,-0.3952280190983529,5.464112945089142,1.7594798951314037,B_cells
+1427,0.75360203125,0.1063155078125,0.8002719235163347,4.435125393303683,5.087100285257227,0.4093977473897405,0.4109964626384519,-0.2093452710526916,-1.3279028073538393,T_cells
+1428,0.9930025,0.16607046875,-0.2731960706147384,4.087204642963632,5.368809416367247,0.3138302650607612,-0.0569560581452769,0.0320002915430399,-0.0527045181893088,T_cells
+1429,0.985193203125,0.14751177734375,1.3783702979738006,4.322151220946085,4.985223503337068,1.1347967452046896,0.1413707242971681,-0.1454437833677814,-0.3654629916635584,T_cells
+1430,0.986476015625,0.120984951171875,0.7725188355214881,3.5905357944519243,5.030074656323641,-0.1874927686476986,-0.0915927506978511,0.0081751003310626,0.7323076801183489,T_cells
+1431,1.70605828125,0.1899874609375,5.837143273544825,1.5336659645096975,5.703182035471256,0.7887981399272173,-0.0313964188552127,6.560012732943738,-0.2781241554864362,B_cells
+1432,1.0567684375,0.5113970703125,2.676879948117671,1.0571191961667823,4.738493633234032,5.319661648912142,-0.2200830191698495,0.3509801777357531,3.4556892449560115,Monocytes
+1433,1.107065625,0.5088515625,3.8256240798121897,0.1687057143271663,4.732624581506205,5.379553277716774,0.0953939862369407,-0.8615425953912337,3.846372981792773,Monocytes
+1434,1.037019140625,0.118441142578125,3.4207190565034824,4.693986450007268,5.656497596825656,0.8526250714250777,0.0224217545868972,0.1046386860124939,-0.5836723449416658,T_cells
+1435,1.300532890625,0.1731096484375,1.4876982688102165,4.650378336077181,4.665983609755604,0.5217292365396945,2.125218208769646,-0.9552425661581266,1.3445576194713855,Other cells
+1436,0.975614296875,0.154647568359375,0.6585873615506619,4.90970180545927,5.628294337471798,0.8327365030098792,-0.5484095039903093,0.1753900002428386,0.3101988135332938,T_cells
+1437,1.08656078125,0.116611435546875,-0.2110234307429557,4.785096904915555,5.39116339865245,0.2619713087193965,0.0646378665273671,0.2911424703913768,-1.261625715670225,T_cells
+1438,0.729578515625,0.170877265625,1.333939459419783,4.5705820077994925,5.457610154523003,0.9637615629468076,-0.0058696190563376,-0.2306128291106892,-0.5525164774515627,T_cells
+1439,0.9635903125,0.107879375,5.143944546526326,0.7498981670697037,5.130706864507512,0.6625973648489147,-0.7481001524947877,5.810842644234402,2.449526488539173,B_cells
+1440,0.956923671875,0.10139708984375,0.5306967631123396,4.780755878326521,5.302326978898819,-0.0488138963366433,0.0134156883987481,0.1290078992867349,-0.4770775943131383,T_cells
+1441,0.846771328125,0.104479814453125,1.1840396836897795,5.317810936720743,5.592413511688465,0.2687188996474124,0.0277070968272405,-0.4527741878178841,1.4578467124011991,T_cells
+1442,0.922934296875,0.1699201171875,-1.0073017425655486,4.8316340779386335,5.484919269118409,0.5900842288772162,0.0426627190367416,0.7244323419618136,-0.1904070321695772,T_cells
+1443,1.239725859375,0.24592419921875,4.666640204309177,-1.725645196267752,5.236023290852518,4.52874666253187,-0.2153724845118131,-0.275500372676595,4.979470465987108,Monocytes
+1444,0.90111578125,0.0792216015625,0.0912649253801009,5.457836010267846,5.328642562240863,0.5514935508794162,-0.0489457720638575,-0.0730790558742936,0.4002697591925016,T_cells
+1445,0.97230734375,0.09995505859375,1.016443948354362,5.169865341645429,5.303848547546853,0.8822708789278182,-0.0097061938383091,0.2628288821700261,-0.5222910548478448,T_cells
+1446,0.77806671875,0.094002666015625,3.537093660858883,-0.1211676652969725,4.338315387639868,0.8543846331782416,-0.4963173128178659,5.261872202176511,1.1867419355404545,B_cells
+1447,0.7708240625,0.1297128125,0.6262770900083251,4.943062937532159,5.655058651084918,0.7987923386859023,-0.2359464753871224,-0.262619634148131,0.1451895033314459,T_cells
+1448,1.07583875,0.12955078125,0.8238511870651058,4.44781401271279,5.508451450033846,0.682650938530594,-0.3652655119357273,0.3903220653763942,1.3252673014083212,T_cells
+1449,0.767995546875,0.12503802734375,-0.4145965650585603,-0.163043317147181,3.362897632000799,0.0111314011786458,5.71100724107388,0.1088406214194896,0.0928448959670912,Other cells
+1450,1.047054765625,0.1314158984375,1.3627977127743816,4.622930033958463,5.002570552946289,1.163658679227733,3.533403071447654,0.8963504077716157,0.0249701541296719,Other cells
+1451,0.913883671875,0.08322546875,4.265288178896861,0.833092977965274,4.821905917493997,0.1385254334332613,-0.2482717465372865,5.784320356263424,-0.1942003610392301,B_cells
+1452,0.703435703125,0.106104873046875,4.2260385867833925,0.9844778162748548,4.706593882661844,0.023855410615988,-0.7178525298001135,5.591329326095339,1.931457461991572,B_cells
+1453,0.87558453125,0.138044599609375,1.184455804913647,4.927588369719053,5.648729736903131,0.6471668150807258,0.0923771844224188,0.1995629579836013,-0.0707198271696622,T_cells
+1454,0.6166476171875,0.1714845703125,5.204015150834806,1.4018316432596634,5.002668951853418,0.371010552229327,-0.0995262497379978,5.813847806989924,1.3652704934121995,B_cells
+1455,1.14243796875,0.113096044921875,0.2799912491497716,4.600870802415712,5.456618875295709,1.7349117608737084,-0.1154221369548572,0.419491719502587,-0.15951423830036,T_cells
+1456,1.161404296875,0.504963125,4.287076474014199,1.8355967648302105,4.8849090797315045,5.2972074918888366,1.076030628943749,0.4242241360480441,4.0469689795680654,Monocytes
+1457,1.167428203125,0.3598029296875,3.7839020323441135,0.8962362188408127,5.072032522262544,5.353741573542444,1.434714359996762,0.0405817659972976,3.355625569145925,Monocytes
+1458,1.38811640625,0.3619393359375,3.9106150409079374,-0.5607074122440137,5.111951361114527,5.530118181196013,1.4518931404381767,-0.8782115211413088,3.417999314594537,Monocytes
+1459,1.11825125,0.134329375,-1.0720194999610932,4.780272689497924,5.520521403070728,0.764699887421265,-0.221959628893197,0.3611263687893159,0.7000583515496283,T_cells
+1460,0.868854296875,0.15156365234375,-0.1906258487305584,0.840350778346758,4.64235703633447,0.3982136567461632,3.40498217647052,1.2092439494738931,-0.9307816974827712,Other cells
+1461,0.8529715625,0.0805298193359375,3.9778959319641753,1.3198337505648796,4.763240215664516,0.0445204898906077,-0.4085567451244731,5.941336263810824,2.4406887239446404,B_cells
+1462,0.7903815625,0.126338447265625,1.005971237204875,4.809438361632068,5.087137290698744,0.3726153962073886,0.2022109294313875,-0.2906883850258247,-0.9102588239577016,T_cells
+1463,0.973398671875,0.0724398681640625,0.9301038750203606,3.408809054623525,4.976261566428936,0.6496462567936855,-0.588891712605892,1.4095331721613025,-0.7058239642417145,T_cells
+1464,0.9414396875,0.126749521484375,1.208052484976561,4.786019265319056,5.84989564346345,1.1571882728820788,0.179942713829699,-0.0316414259165612,0.0276282297609806,T_cells
+1465,0.91526796875,0.1336602734375,4.919359544678208,-1.710438757259126,4.920657583696407,0.7311359410511843,-0.3420295321816858,5.78662071817642,-2.0408171731150264,B_cells
+1466,1.151257421875,0.1046784375,0.7757158710494145,4.35558440896898,5.408543630814138,0.6928322100766473,0.3144248033507404,0.0440670548838546,1.0912774484891137,T_cells
+1467,1.03644140625,0.122264375,-1.132087930545384,5.022140592073122,5.880095133996393,0.4585515770171303,-0.1477923414215039,-0.1209372438467498,-0.323297390558841,T_cells
+1468,0.995722578125,0.155257265625,-0.5549474889112862,4.6096650927828,5.252210019724862,0.5447242901820774,-0.4060560989476816,1.084900151435449,-0.1540108648551694,T_cells
+1469,0.99525796875,0.3982340234375,2.658762313455416,0.6905039951506515,3.5151369524778366,4.325406450331685,0.9935733802575684,-0.130730993828375,1.571003111267593,Monocytes
+1470,0.6175075390625,0.14244033203125,5.996231271936598,1.8502944084817603,4.957469564972855,0.6730220876088475,-0.0135684157019687,5.548454270899253,1.7132274180181133,B_cells
+1471,0.912934765625,0.097240205078125,5.568923625419552,2.1100514864720656,4.872178735360356,0.7281372033268627,-0.2932332154688106,5.536663113948487,0.7361888938889457,B_cells
+1472,0.774574609375,0.120569091796875,0.1405418412051264,4.621087836650074,5.253052551061023,1.0406517868066034,0.0885641767767892,0.6328866182148001,0.8243349977424896,T_cells
+1473,0.8058028125,0.1711551171875,1.2736044517497649,4.613443997681623,5.357669923916806,0.7105426361771833,0.2940323280888511,0.2926128927404164,1.237266392928697,T_cells
+1474,0.7217896875,0.09060369140625,3.563708861707137,0.8335200216330707,4.4701102276560265,1.336531627292744,-0.2146469258774744,5.550274651237538,1.662066113203842,B_cells
+1475,0.73092015625,0.104970087890625,1.4409478418674535,5.339968220228576,5.284826493654799,0.2182539320949709,0.0195375467268562,-0.2953757512580141,-1.6617761264794844,T_cells
+1476,0.885201640625,0.10959265625,1.296846062364582,4.207721420652839,4.647796698045977,0.1572555485120726,-0.1934086212680479,-0.0277878984304183,0.01949703885289,T_cells
+1477,0.9613515625,0.153929248046875,0.1699070018112046,4.677853019243694,5.448894619770808,0.4499009124511001,-0.1781191566668359,0.4918323409868904,-1.2519451269752382,T_cells
+1478,1.35794203125,0.6300625,3.2018537102319984,-0.3843275278004862,3.5554323298647112,5.26933077710905,2.455348560849756,-0.0500231169234037,3.608551940498688,Monocytes
+1479,0.857622578125,0.21050962890625,5.096941300340439,-1.6500505171398687,4.11536991337749,0.5616467895887509,3.724339773816974,-0.6716353981305327,3.668851453626976,Other cells
+1480,0.519973828125,0.1572519921875,5.434462362604864,0.8565694453015087,4.913170728696238,0.0500878798088827,-0.926354741002285,5.572757515149204,1.4946135039762154,B_cells
+1481,0.7095140625,0.31863384765625,3.458215810202075,-0.2525277343924856,4.035564986222941,2.88271117417496,0.8718787199384803,0.1466090363653885,2.6790526781268604,Monocytes
+1482,1.5658959375,0.5810625390625,1.5986809114898786,0.5886647063967262,2.509807620825036,3.869428531315511,0.0371870739865952,0.0890187539109015,3.030520684788114,Monocytes
+1483,0.824719375,0.118701572265625,1.529205796142987,4.417264603051246,5.590725695301714,0.1311557024773337,-0.3212018398149087,0.2438296059116765,-0.3711042245682177,T_cells
+1484,0.684191953125,0.1085496875,0.8289301401774116,5.290975171262368,5.20091870466231,0.6738923801661515,-0.2784690433020839,-0.0482238656027729,0.669087064635747,T_cells
+1485,0.980941484375,0.13204419921875,1.7279535352395827,4.767151944285224,5.470999867838697,0.9269424721940802,0.2816398282997948,2.152810764417735,-0.4675366643920682,T_cells
+1486,0.75595828125,0.099431767578125,4.626974139665905,1.3494171059482738,4.926714022346618,0.1255752480213617,-0.4389961057161787,5.371044265792618,-0.1620564927334204,B_cells
+1487,0.83616328125,0.10668517578125,4.896657438344358,1.5397103061353394,4.83780729175614,0.3279506515056933,0.6181965233374478,5.618264424161974,-1.3913901791944727,B_cells
+1488,0.78993921875,0.097776689453125,5.017989356879768,0.0518717030110885,4.946705268897757,0.0089110158119289,0.1794071665062807,5.710663174631257,-1.5516017906931994,B_cells
+1489,1.89550203125,0.3270655859375,5.430879442627815,-0.5738069209085939,5.753944476800733,1.404346428060859,0.4405548973149458,5.936386072427035,4.7494705499123135,Monocytes
+1490,0.885858125,0.17640119140625,0.1667503556251039,4.686084511920029,5.406862179748359,1.0092267620054942,-0.0258993156301991,0.102247109134906,0.0393648932195962,T_cells
+1491,0.959715390625,0.142472734375,0.3458521765137948,4.256088200473785,5.297240642859413,0.9884431545131014,0.5918410177922944,-0.2004892793649613,-0.7144683907169622,T_cells
+1492,0.83004703125,0.10250607421875,4.315041950433991,0.9095585996153536,4.8994799530673925,-0.502620247426043,0.2977607319191773,5.6434509250188345,-1.1193170005040876,B_cells
+1493,0.893572890625,0.13572880859375,2.093415690002837,5.026455209186411,5.7201933153729945,0.7954406120989193,0.1068523217329151,0.027405158044637,0.095319460250252,T_cells
+1494,1.1450034375,0.4303008203125,3.3300335706031565,0.7729085623951693,4.80991861234927,5.132270519220062,-0.0718171046488542,0.1929041851993491,2.8290595625550754,Monocytes
+1495,0.772110546875,0.14034298828125,0.1874327439591647,4.107832786726936,5.3823702524803725,0.7784289480765556,-0.2081096354103841,0.4607100984766407,0.6879096000906227,T_cells
+1496,1.044439765625,0.091392822265625,-0.0493437005845837,4.944059026698277,5.197004232745782,0.3226145100145247,0.2269783467172422,0.5031412360732376,0.4840156238763574,T_cells
+1497,1.81920578125,0.24646865234375,1.560942019062611,6.726906948704968,6.018370938505012,0.9169800947670858,-0.0486783362085739,0.8506310319803988,1.4710860731529294,T_cells
+1498,0.5276612109375,0.13963126953125,1.5016087447683644,4.6473393974073325,5.513450856373282,0.7759875661613961,0.443194762645927,0.1187357767024335,0.3468525625207953,T_cells
+1499,0.71444515625,0.17741115234375,0.6789524481271905,-0.5089435414542063,4.334931137114136,1.103751828274745,4.280189817849162,0.7919041743282199,1.0371417985597429,Other cells
+1500,0.676633828125,0.10525693359375,4.723294862196396,0.8309687841384252,5.036196151660549,0.643087146607824,-0.4509601531233685,5.589058760075012,1.6518309929113,B_cells
+1501,0.65564328125,0.150018994140625,0.7203376812322725,4.689968817194902,5.251728086047131,0.5321383465209341,0.0198690040469248,-0.0308414339412009,0.5424043083439531,T_cells
+1502,0.87359484375,0.16422755859375,1.176069427022844,5.0985870415095045,5.621729810371967,1.5035685988369214,0.045629804081876,0.8533728161440521,-0.9236932289346756,T_cells
+1503,0.82446015625,0.153080703125,0.350637454943172,4.509258553344747,4.893910976775941,0.3192170755457047,0.2940856831529765,0.1991156967876568,-0.2144728090518586,T_cells
+1504,0.7748840625,0.17431763671875,-0.3371169379952524,-0.0840281235151841,4.360980420840077,0.0417473223930283,4.175501465605953,0.0349720096677284,-0.847879920517882,Other cells
+1505,1.59817734375,0.335608984375,-5.232390927854102,9.01627068220055,5.619268138023761,2.2536140605916866,-1.2100195644436165,3.196415022344796,3.856269526780741,T_cells
+1506,0.859136640625,0.09719279296875,0.7925540598925185,5.292696394218512,5.147065609770054,0.4026846968504434,-0.0868371719754313,0.8389900763377476,0.4265387636327792,T_cells
+1507,0.79331171875,0.12111216796875,4.978248268704041,2.0874302326515064,5.0479001506997525,0.0185783459321671,0.3350704266567802,5.669460265714669,1.644911392390321,B_cells
+1508,0.801611484375,0.16498427734375,-0.7606187791012435,1.1992557061279736,4.855186741463398,0.3089017137211465,3.999733828496705,0.5000770689452085,0.2187532712091386,Other cells
+1509,1.29033015625,0.114251240234375,1.7431353344251357,4.7057498793300505,5.383535337379533,-0.011867554298398,-0.1606244913622703,-0.1744891088916201,0.8919025191873758,T_cells
+1510,1.028368515625,0.12743123046875,-0.308735583738945,5.07466505280081,5.689027844725699,1.1921688612262358,0.4907015932910044,0.5411287633199136,-1.0106461697058906,T_cells
+1511,0.5946385546875,0.1525886328125,0.335001913117011,4.612600614133348,5.441043106966279,0.4165092667183901,-0.379604676599907,0.1264871742435398,0.8555166847610568,T_cells
+1512,0.83253125,0.14601572265625,0.799671232074425,4.576844645466103,5.4878332733808834,0.4839783505913418,0.0612080598485272,-0.2046033156592508,0.5843464416952064,T_cells
+1513,0.7769003125,0.1323196484375,4.794877633730736,1.3121730035783623,4.883623350287423,0.2161706345204603,0.3670698811013933,5.868448124956341,0.537432159280375,B_cells
+1514,1.025319375,0.12988203125,1.2529467775553744,4.626976357069063,5.155916884598804,1.170485424067471,-0.0306903596995147,-0.3273951801086227,-0.354123926999779,T_cells
+1515,1.061378515625,0.14788744140625,-0.9074261606462596,5.1999776263715445,5.4228947660773565,0.1104932476521821,0.4102506476586374,-0.5574121843419702,-0.9625674732102112,T_cells
+1516,1.05479734375,0.473206796875,5.440625502139644,3.029623609187405,5.132084196256407,5.5304383542762405,0.7236704230461377,-0.648073343677878,4.261991818541846,Monocytes
+1517,0.867569296875,0.103712880859375,-0.1905695690912227,4.415981816897518,5.26006031006477,0.627505383133543,0.0578782855170917,0.3317800596500067,0.7363354393194357,T_cells
+1518,0.887770703125,0.1954358984375,1.4816408534799084,4.8982731266097534,4.892067660724047,0.2775555403873667,-0.2171393037460249,-0.082042153442835,-0.5257414604096355,T_cells
+1519,0.7937065625,0.101922783203125,5.161504323961625,0.9233196169942072,5.09685763536743,-0.357570303220455,0.0872322851472935,5.704773574075338,-1.2542439435064214,B_cells
+1520,0.78777203125,0.11072984375,-0.7381914032075807,5.263985075844399,5.264752614977282,0.3190523809700875,-0.3053572047394397,-0.3973447862791666,-0.1089113341747904,T_cells
+1521,1.233956484375,0.147358154296875,0.7019521944240549,-0.0026095764645323,4.774763811776638,1.1220837790335358,3.881431438006933,0.1764953765514847,-0.8420619147595908,Other cells
+1522,0.68175046875,0.2071883984375,1.938237372911576,4.149122901598328,5.370210431499969,0.8562821067155252,3.9541603649058,-1.0098626556098549,-0.4992751422202541,Other cells
+1523,1.177422109375,0.10104783203125,1.0687430792879666,4.935681714222186,5.449021994891049,0.3910489472987745,-0.4268966783516669,0.2030914662767973,-0.2036479008063577,T_cells
+1524,0.94973828125,0.090005400390625,3.728680991630112,1.4082456191783548,4.817103968802842,-0.1839227903103986,0.433838820298517,5.941556110602569,2.039345082729,B_cells
+1525,0.771136171875,0.104184560546875,5.347660785082367,0.975735334527934,5.236744734881428,0.3954356057634967,0.3387510907679749,5.649444992732116,0.8858254784099067,B_cells
+1526,0.77424765625,0.16984029296875,5.544457023521688,4.845818130480994,5.648116157026347,0.7252955583982162,-0.9425715856885936,-0.5157377138258702,0.299633735647711,T_cells
+1527,0.81717203125,0.153257138671875,0.1719679731820469,-0.0754945851114689,4.642798328179988,0.4077294897488501,4.131832702892132,-0.4737856093869954,-1.281902737657177,Other cells
+1528,0.144785712890625,0.0716729443359375,3.854012497279444,0.8595860021782721,3.2634402921979047,2.968029531859171,0.1146445914047969,-0.6941109490771122,2.1853484907929275,B_cells
+1529,1.071791015625,0.10723486328125,-0.0638237893243436,4.656974845015033,5.589428246976679,-0.3450517097721429,-0.3254330024901223,0.2518816319195873,-1.2431448778463363,T_cells
+1530,1.3796765625,0.137619130859375,1.089691171907334,5.081365489400812,5.597982032120442,0.5131337374764847,0.1350074937873204,0.3519816672566276,0.6775121705954495,T_cells
+1531,0.7445571875,0.15197892578125,4.316881832023396,5.086037484753231,6.038775723561419,0.8782047390411841,-0.346615357275569,-0.0707383633204314,0.7374984663811398,T_cells
+1532,0.72495953125,0.130248701171875,1.404038401262141,5.065563808389444,5.447758543741384,0.5721189616128554,-0.0085516455149767,-0.0802424042713749,-1.0108849364786932,T_cells
+1533,0.804938203125,0.10723787109375,-0.7278158908172891,5.354688792000133,5.430206794766102,0.1507454668579495,0.1033110501557763,0.0311560369862413,1.1084331706552009,T_cells
+1534,1.149900546875,0.125381279296875,-1.2038470408907045,4.775818403951898,5.5117968740534575,0.1456166039322303,-0.1147683428403163,0.20870792644219,-0.7971245130671113,T_cells
+1535,1.0075175,0.108334248046875,2.857467665682926,4.715259092751938,5.505151575323996,0.2064311336458971,-0.0267705656016157,-0.0546387653242201,-0.4626744195485496,T_cells
+1536,1.037253203125,0.115423828125,3.609042167997064,4.369793022337904,5.398756840194381,0.5858247511697411,0.331113526658379,0.0741076584727711,0.547629296034082,T_cells
+1537,1.6485240625,0.21149068359375,5.906203352844957,1.8372226622627488,5.798409554303092,1.0907015937402025,-0.0817200021705362,6.567442102034687,1.6550795519885324,B_cells
+1538,0.8713975,0.104953291015625,0.5845228130726471,4.72071905662741,5.651739876709771,0.7235379345370757,-0.2297683546911637,0.6428671010968693,-0.1861430949334127,T_cells
+1539,0.67030984375,0.13094541015625,4.81183304637229,-1.3057078388204064,5.252352078886251,0.1475806701740716,0.4564296169883487,5.843032825714236,1.7047603837269554,B_cells
+1540,1.07861140625,0.12772828125,2.439034753046779,5.457541783856464,5.5900885025931215,0.5297144061360568,-0.1755730680929114,0.911939339947052,0.4448330388764621,T_cells
+1541,1.113417421875,0.112958017578125,0.4283738990784195,3.937866157005743,5.210123856480349,0.4878968346336547,0.2899455364881768,-0.4233325727235777,-0.8564519266448654,T_cells
+1542,1.01480921875,0.11206626953125,1.5758095083930403,5.254333455470876,5.497031844644512,0.4318364564563459,0.1375808490781839,-0.3428790455665331,1.9338539894107027,T_cells
+1543,1.1914528125,0.114802724609375,0.7830437715031809,4.678112325051097,5.425454600355365,0.1112532545239575,-0.3620912423660263,-0.5232356784564424,-0.6885391638687922,T_cells
+1544,1.186892109375,0.08657642578125,1.6091046521348369,5.709863066558625,5.65868119799721,0.7231893168693686,0.0809588193613685,-0.1078013261808132,-0.3110528405536507,T_cells
+1545,1.0088828125,0.232897421875,-0.0107699885844118,-0.880924293378341,3.88824632975966,0.6772086394282832,5.836102967365232,-2.006240981586349,0.6012031531948826,Other cells
+1546,1.39307625,0.5105607421875,5.742158989739918,2.38742075958108,4.584261703428722,5.642270911342025,1.6175047100619884,-1.76887545951652,4.458100409932294,Monocytes
+1547,1.194690703125,0.4145041015625,4.641983406801295,1.6290921168150945,5.492470258423152,5.178760202413597,-0.011368016275699,-0.3784780339604799,5.46707018622281,Monocytes
+1548,0.724917421875,0.17829990234375,-0.4667344802288969,4.420036094083415,5.11206305457403,0.9537422244866124,0.0264237941069936,0.2362942956634409,-0.6452584960785316,T_cells
+1549,1.015974609375,0.097390224609375,0.4522877762155503,4.543220399814615,5.361922459346019,0.5527419188008769,0.098763378171275,0.0577139300179186,1.2904480422768534,T_cells
+1550,1.3062309375,0.1001116796875,-0.4420134251724655,4.88496197218048,5.387621735849256,0.1981070835068147,0.122045870169215,0.5567500632092273,1.0759610490350062,T_cells
+1551,0.845302421875,0.13430837890625,0.15136340060143,-0.0225863454744611,4.049743034351178,0.3873335774068983,4.263689600744977,0.2612852713764766,1.980737979398036,Other cells
+1552,0.928624609375,0.1618067578125,1.6544512842120636,4.874781865080403,5.689284021545768,0.8212468644756052,0.614812280715632,-0.5984178341701708,-0.8805967620288678,T_cells
+1553,0.760971875,0.109593857421875,4.74455979174092,-0.1095727589173614,5.082748669142402,0.2703599000345408,-0.2059634227316326,5.238667532704353,1.7734992410596233,B_cells
+1554,0.962385625,0.151491640625,0.5553795516742873,-0.0615509057847299,4.397801128238875,0.7279880175565616,3.837155525307381,-0.9561930934192084,-0.3673468624405313,Other cells
+1555,0.84249890625,0.16633572265625,0.340511715625748,0.1024217599228072,4.549735047096977,0.678621095908476,3.741158763371903,-0.975302717274574,-0.4623296551411523,Other cells
+1556,0.943449375,0.14498775390625,1.9954257681383616,5.6626600247883045,4.728385961919941,1.0783296456863138,2.22649034428425,-0.0855511758775942,1.6835274892595096,Other cells
+1557,0.806411875,0.091953916015625,1.6276797555806275,4.940837081746566,5.173667405006457,0.7041120311483237,-0.1943034668814992,0.0771294197467208,-1.488700360136323,T_cells
+1558,0.661794140625,0.1663633203125,3.2469743005417566,0.3977482258738726,5.01842168048326,1.677842464917898,0.2178183723990458,5.216359550809878,-1.1884167759211262,B_cells
+1559,0.879402734375,0.102815126953125,5.508588747708535,-1.0999033635040203,5.0535532116796045,0.0244543151820841,-0.1132863264339049,5.60133542153489,1.2940440119197945,B_cells
+1560,0.6024201953125,0.1970546484375,-0.3701914193358173,0.9400904642170258,4.627651953711312,0.554802577388928,3.752386577495005,-0.6896201995937359,0.3038093061194374,Other cells
+1561,0.767720390625,0.09302330078125,4.482347588812597,2.5449530629427963,5.131563445224274,0.4732733924484156,-0.4554593225264187,5.662459195571943,1.753807902642304,B_cells
+1562,0.72918984375,0.113475908203125,0.7355681615747641,4.770146197910467,5.612960743444461,0.0782875893311468,-0.6186087181018176,0.1074189567466701,0.0804681996469534,T_cells
+1563,1.037944921875,0.105889443359375,-0.2460345899614224,5.040152820226608,5.631908543486698,1.217073692323129,-0.0515562114944736,-0.248562129787168,0.9122284992165242,T_cells
+1564,1.115941953125,0.151318212890625,-1.0037094527391084,4.141301219251955,5.118515995076454,1.3011393256239945,0.3649849220775996,-0.3730172987861249,-0.7664924298750907,T_cells
+1565,0.5828019921875,0.0772556689453125,-0.7858007493666372,4.518599254834358,4.9941949954055245,1.4500823741683608,-0.2497976399982693,0.148114451196088,-0.1039681845950693,T_cells
+1566,0.530855234375,0.0998104296875,5.117758687828872,-0.3842711671481521,4.855518227410817,0.56080757304889,0.5858436410447769,5.824212709841911,-0.408655936493833,B_cells
+1567,0.793813203125,0.17886759765625,-0.9651653858310544,5.12880661296241,5.034495855599149,0.466208832795726,1.5469558053122636,0.9518700912300606,-0.8067091828457558,T_cells
+1568,0.812886484375,0.1024490625,0.6841801255040391,5.17742466708208,5.738474641153526,0.8593142330699577,0.1805112813957084,-0.3310271614148708,1.5834829983563767,T_cells
+1569,0.895671640625,0.203101640625,6.421341734982542,1.447193690261809,5.303034553887511,1.5955591204430364,-0.2181846300489589,5.45379154343399,0.7468197603776913,B_cells
+1570,0.6115468359375,0.09275865234375,-0.1421672001716038,3.14338670757261,3.8992064144077743,1.4074532936388944,0.4765636191284738,-0.724634884013942,1.3741831002389016,Other cells
+1571,0.75444390625,0.15870244140625,1.7707664564380303,4.867912072897217,5.464541474953768,0.561096483638066,0.3622938333899205,1.653695194902547,-1.0129113614824663,T_cells
+1572,1.253633046875,0.109797294921875,-0.8977333669683704,4.892553523341229,5.618039828617799,0.6877859333374827,0.2430736262456996,0.5388608251493553,-1.259490463660068,T_cells
+1573,0.967575234375,0.093397158203125,4.299172291555665,2.285986513527288,4.881174193392772,0.3117509725435383,0.1701198376049186,5.755871552307632,0.6988729860810348,B_cells
+1574,0.769074921875,0.07619109375,-1.1632207943108943,5.0315239361715856,5.057817287784548,0.9309006122481054,0.2629520735085062,-0.2231001839230902,0.4499816987339023,T_cells
+1575,0.797668671875,0.14805546875,-0.4365539834907634,5.026296796497959,5.8417367279923305,0.6063210515042313,0.3222519637530083,0.1857942536836219,0.7584479831535611,T_cells
+1576,0.84807015625,0.0736514697265625,4.205759396787353,1.7003457845750574,4.699348171301224,0.35911096163563,-0.1103963856473215,5.4047587632583465,1.6568465737255036,B_cells
+1577,0.973272578125,0.159430966796875,1.3470828735846765,-0.5562631405568185,4.3217766915644775,0.5149658056963671,3.939883950146867,-0.251087340899023,-0.5099476382521025,Other cells
+1578,0.867789140625,0.134822060546875,0.9040363202507772,0.35775277282694,4.394452340139233,0.4715148208676337,4.02028354616295,-0.6797991302862373,-0.2512216360396083,Other cells
+1579,1.02411796875,0.122018935546875,2.554806395208585,4.796415994760907,5.427302296645596,0.7193429943050299,0.3714025270183702,-0.6062500900685477,-0.0157208617099304,T_cells
+1580,0.7089159375,0.16147310546875,-0.9227621072718056,4.524478388155829,5.254697311582008,0.4726383593932035,0.0151608955764853,0.1876435104791626,-1.0061801576358491,T_cells
+1581,1.7270734375,0.41558046875,3.452275424884864,1.8536271127712884,4.261086744083961,5.28482018404942,0.0050539306527605,0.154550155224276,3.751135185257728,Monocytes
+1582,1.64457953125,0.22108498046875,5.403312175770022,2.2739900353142946,5.7576324520534445,0.6446246831863336,-0.9233339910622774,6.403441498134758,2.5262105612493606,B_cells
+1583,1.261574140625,0.14895021484375,-0.0524740344304083,4.45060253424717,5.432955556765313,0.8301246493856095,0.4132963753006116,0.2287836845256171,-0.1042492738745772,T_cells
+1584,1.0005321875,0.0975000390625,-0.5949765718075132,5.028644373499541,5.275291261846936,0.3069244874328923,-0.0663013988798927,0.7785409686720997,-0.0856536147259838,T_cells
+1585,0.937241484375,0.0722730419921875,4.519490810529512,0.9814902091739188,4.855435797820368,0.8382128032947797,-0.3196107927161186,5.8295437426390935,1.209281087131301,B_cells
+1586,0.977066953125,0.17935609375,5.149793530970129,2.0177884643653257,5.122363292262359,0.9579808162193526,0.3772079686458157,5.279351581326545,1.294080252153229,B_cells
+1587,1.15786921875,0.14261916015625,1.000470235045983,4.342276980824162,5.5237883000766335,0.9800158848306176,0.0424248706253056,-0.2411173465058689,-0.0128836169781743,T_cells
+1588,0.756064453125,0.1770673046875,4.128810904132783,1.707587569074638,5.517929863287511,1.4025651331093731,-0.1682624449014148,5.9935754183969925,1.528842277861659,B_cells
+1589,0.870532578125,0.093767421875,5.534630346446241,-2.455861240712986,4.778771261107862,0.827387469145284,-0.1583614520835658,5.106726424681992,-0.596384139359772,B_cells
+1590,4.0921690625,0.65719765625,-7.634172362624425,10.45225641813204,-8.32966623468877,3.199919324217346,-3.0791602008681704,5.233441533009455,-4.6700571193143015,Other cells
+1591,1.0157284375,0.18385923828125,1.3796748309774067,4.0521678027945,5.096794776595756,0.8172633950090757,3.779656199339464,-0.5878930864049551,0.5511798077900644,Other cells
+1592,1.081781328125,0.118761591796875,-0.4426515342132797,5.948377613614001,5.098806168608505,0.2873545606735012,-0.1540663244613555,0.1852098408391189,1.0349758649714935,T_cells
+1593,0.761109140625,0.130089072265625,4.482868256226673,1.9612043148986524,4.955032181490932,0.3884545072601234,-0.0532271275223201,5.9407726524165465,1.7645289600919334,B_cells
+1594,0.73343015625,0.1731864453125,1.4827742362558631,5.065511630634646,5.261548128311564,0.2369164772508753,1.710896715593244,0.8721783662879827,-0.4980235297563943,T_cells
+1595,0.92404921875,0.11916484375,0.5357655103462096,4.918210354776537,5.433756562808843,0.4706998779764397,-0.5998915046972009,-0.110309151323969,-1.1064934983282624,T_cells
+1596,0.964059765625,0.1897858203125,1.6508645976782534,4.478465392997349,5.821437025163795,1.2186368890163388,0.0681935868979235,0.3829295277477497,0.1107256278663229,T_cells
+1597,0.944791484375,0.17710150390625,1.5222947003836207,4.553939854536337,5.514427337466558,0.6338886604616046,-0.1565481960449463,0.2741607528696717,0.514095548571202,T_cells
+1598,0.875229453125,0.10797958984375,3.944319055321578,-1.030604078477837,4.629201260251844,0.97513717336563,-0.0805798331822047,5.326849518262782,0.767417315165545,B_cells
+1599,0.910214921875,0.08300462890625,-0.4015764536805296,4.656843109381097,5.134041931059666,0.8884945818208967,-0.0010444126487171,0.1591738607735858,-1.1973359357654896,T_cells
+1600,0.972054765625,0.1754572265625,0.1759382103920359,0.1687091709056378,4.581462845511613,0.8565548246262162,4.180998952759721,0.9379199856119323,0.5535026967554049,Other cells
+1601,0.692237578125,0.09839298828125,-0.1444716475599434,4.656378922127935,5.211563011352528,0.6997228248473912,-0.192891883377074,0.3851593771692587,-0.3314444816370566,T_cells
+1602,0.828696953125,0.0806186279296875,1.613094851937415,5.249429710470134,5.1914009910938645,1.0300824327242444,0.2339636782728161,0.5855316282837781,0.5031597194400761,T_cells
+1603,1.35265234375,0.20254830078125,3.101983212673064,3.730345456035326,5.718419064441698,2.089849442926288,-0.0915329156638932,-0.2431705689708718,0.2986971672831023,T_cells
+1604,1.156910234375,0.1302925,0.7161513104444678,4.933534907679124,5.430431874092512,0.7191352516621391,-0.2041383344014729,0.0122579221081253,0.0685249960251507,T_cells
+1605,1.150475703125,0.14571927734375,0.1431366947186027,3.3232357184843497,5.254923082013941,0.4172023778616959,-0.1310746061364734,0.0300413094409857,-0.5185527257085536,T_cells
+1606,1.090772265625,0.1326226953125,0.9046081015556896,4.610076199314368,5.515014121682867,0.4096430577504594,-0.1180760459839842,-0.2850828838884778,0.7431811793922639,T_cells
+1607,0.97466609375,0.1084488671875,0.3087441089455142,4.4566307939472,5.712744328806191,0.1398530866287098,-0.17778871526125,0.1755102534993543,0.7052976728338638,T_cells
+1608,0.704518984375,0.084898544921875,3.9087571657103664,1.11168928762173,5.249470498387257,0.4634279922452324,0.5325115972475674,5.410520345324641,2.174915897459041,B_cells
+1609,0.930185234375,0.125232470703125,4.268057380580433,1.4390511042722869,4.969842909715066,0.6470114372133347,0.2415905392588536,5.735453277795443,2.207561386238792,B_cells
+1610,0.81814109375,0.178032265625,4.38338001501956,0.0647384972867423,5.46501729169597,0.6760176837419571,-0.3411292963537418,5.647086775494779,-1.954818944212712,B_cells
+1611,0.79631125,0.086096943359375,4.822358911459509,0.9743557562338416,4.557199011221029,0.2374979728175155,0.1819580812666041,5.016341866338824,0.2923683570798547,B_cells
+1612,1.81374203125,0.6186312890625,3.544384197614309,2.135824339563408,5.078456565387829,5.141565370794988,0.8798331959065717,1.3512015902245078,3.742844515502574,Monocytes
+1613,1.016294609375,0.156296630859375,0.8236035273096661,0.0222831982578819,4.206846476206733,0.5895878309001278,4.011466699434929,-0.2170933344803414,0.6431341648810748,Other cells
+1614,0.883027890625,0.07967947265625,5.331953761793153,2.385487368214037,4.57722002529209,0.685648018287978,-0.5948058665267941,5.469917490003797,2.119722478142072,B_cells
+1615,0.79708671875,0.08535822265625,-0.1197676664322071,6.60456252262907,5.050493297954878,0.4973815064612985,-0.2535874658147227,0.3740088814076088,2.55597446188916,T_cells
+1616,0.898642109375,0.154259306640625,4.3068529166375455,0.7134263093370616,5.050030506740918,1.0573928523416196,0.5153567255931752,5.190739835484644,1.410893993906186,B_cells
+1617,1.23179328125,0.5686678515625,2.145660842062441,1.4841878321627455,4.588869497927076,5.125865440577518,1.6933002293060222,-0.1300725545277919,3.218898696413758,Monocytes
+1618,0.5809766015625,0.136754990234375,4.989401544060821,0.8003372478840842,4.450558531035822,0.3620070864305497,-0.1443345814543164,5.410132008101801,1.97749413396532,B_cells
+1619,0.749766171875,0.8411853125,3.5980729181183264,2.1762285865143216,4.891755406545129,5.365283293283122,-0.2089580869774014,-0.0759458568373457,4.436084227742262,Monocytes
+1620,0.75502609375,0.12928193359375,0.2698055554996768,-0.6400993991213493,4.141767851355147,0.0164928375064425,3.944788856230793,0.1553928305843817,-1.1685382188582252,Other cells
+1621,0.868345546875,0.096407255859375,5.2794888342451465,0.3823792746468487,4.764089095264432,0.329680660442989,0.0986427416121377,5.313351757170987,-0.5074153616895989,B_cells
+1622,1.097223203125,0.144718916015625,1.130427995970064,4.129765954409845,5.236765883319183,0.1648836819909687,-0.2568967412147612,0.2887953178692871,1.0465392327888643,T_cells
+1623,0.658255078125,0.10193478515625,1.3575316953807277,5.094124902471342,5.292827695277324,1.2673071783049863,0.2479016443585114,0.94618183482744,-0.3398839705440232,T_cells
+1624,0.71417265625,0.103622265625,1.634529447842151,4.7035555753734855,5.63745783467004,0.1389405865557312,0.1211210709255113,0.8771858794266778,-0.2799840240175916,T_cells
+1625,0.940926484375,0.15483419921875,0.9362656837508267,4.674730809022433,5.259754318498803,1.18990810032852,0.189843937990965,0.2642425937466934,0.2000648720634058,T_cells
+1626,0.68438515625,0.10069197265625,0.7069588150310169,4.844209203407456,5.04937661732014,0.5856903612257092,-0.0380396420845654,0.5980761232757063,0.0115531213062144,T_cells
+1627,1.00108421875,0.097736484375,0.4076413162287428,4.629534950957719,5.539837557631719,-0.0892438702583224,-0.3751990630965888,-0.1421812777868621,-1.244469063897064,T_cells
+1628,0.5136859765625,0.092288779296875,-0.3984145078550067,4.640446585383283,5.106586267078689,1.4996132397913011,0.0708252528868905,0.6301997383053657,0.5331901531588101,T_cells
+1629,1.35886421875,0.520285546875,2.971899686727056,1.7685430705942369,4.54897122360746,5.055158088053224,-0.6878056273197002,0.6192153195001547,3.120686869739406,Monocytes
+1630,0.680496875,0.09602259765625,5.836963721621642,0.756153652546304,4.726083681356948,0.2005496145731923,0.3967555902775592,5.323308699372611,1.574198704603471,B_cells
+1631,0.4498188671875,0.146182548828125,4.522311611975097,1.9034631379862688,5.367981528919303,1.055997784323546,0.4603628591056605,5.680632824626482,1.8965526179626784,B_cells
+1632,0.817410546875,0.18176126953125,1.580013008504553,5.501488608547949,5.02381651828639,0.5918048451437639,3.187510583844362,-1.156908170360041,0.1345812178659593,Other cells
+1633,0.7685721875,0.1907741796875,4.81029580281029,1.376088402248432,5.043651933060304,1.4867494719454308,-0.0206350785346181,4.999361175913038,-0.0918136135806731,B_cells
+1634,0.880198984375,0.125318876953125,-1.01520454461012,4.681331611878434,5.617419106287046,0.3221644739472377,-0.2905232864791538,0.7914053524847503,-1.044305353350406,T_cells
+1635,0.93368765625,0.1136607421875,0.9244698675302973,4.401762047094619,5.624549323098568,0.6305680072358519,0.3404768337952137,1.0369947839841285,-1.2620331551225483,T_cells
+1636,0.98592640625,0.11520599609375,1.0862805865410348,4.737706915635632,5.2950605505088655,0.8062024297866539,-0.055406598280563,0.1726120222806449,-0.518635682285135,T_cells
+1637,0.83398578125,0.091799091796875,4.65236060732704,1.204057754245652,4.849442677467809,-0.0391442495383125,-0.2359344182258533,5.675421790074655,0.1829791231645021,B_cells
+1638,1.083327734375,0.106220693359375,1.655640951020859,4.474878278920503,5.303616676504851,0.2912959969482168,-0.2017823233702849,-0.5164601304558523,0.4825259357888783,T_cells
+1639,0.864268671875,0.16899416015625,-1.0015834804229715,4.805569558857731,5.173155287058424,0.445781255613878,3.7402752712052623,-1.2111261487946523,0.8694483709278836,Other cells
+1640,0.950805390625,0.0808160595703125,0.2960809967663169,3.5708616461896443,5.086584911581851,0.705889919325727,-0.0311591626067626,-0.3627184797977222,-0.3858583164969753,T_cells
+1641,1.230919921875,0.2969994140625,5.238151794962437,0.1861729388943354,5.550304701151864,4.779119445370194,-0.3351329070886203,-0.4040426036879158,4.463393678209602,Monocytes
+1642,1.06039328125,0.098309580078125,-0.9405305425393564,4.304181751034251,5.020087429666906,1.4948568739428278,0.3653499653039552,0.1226590961698203,-0.5721110656264619,T_cells
+1643,1.042197578125,0.0710752392578125,-0.2219674331199032,4.373073095417023,4.775970467656962,0.4503235923025206,-0.0794595899554014,0.4374214700519883,-0.609760812483632,T_cells
+1644,0.99434625,0.09314271484375,2.34066689901925,4.561974270128192,5.35016707046398,2.155060124475112,0.5260318237246825,-0.2057157301814228,-0.0015273101888305,T_cells
+1645,0.843933203125,0.140269169921875,0.7487709924318657,4.401791925550897,5.613258484109553,0.119015653625927,-0.1729403569166271,0.1746354173595039,0.3675774564158035,T_cells
+1646,0.990196875,0.140611220703125,0.1050954943595299,4.4388894352523,5.436412225734225,0.2902232540270221,-0.1497483993131655,0.6211009036183537,1.290179188500725,T_cells
+1647,0.69745390625,0.14539703125,0.330971955428281,4.427750397198344,5.479331038920912,0.3223921924090459,-0.3091050055962164,-0.3452169328237017,-1.4545304022128254,T_cells
+1648,0.951908671875,0.140724052734375,2.2277123069137863,4.97541890128411,5.342708584138291,-0.0673564272821896,-0.0396070142761738,-0.159564612421016,-0.182667948492025,T_cells
+1649,0.6916825,0.155246455078125,0.1155983841815309,1.1422016887812276,4.474509283506484,-0.05717788502623,3.759611018717604,1.1640123517915908,-0.6384041471989093,Other cells
+1650,0.860718984375,0.11311884765625,5.398838162678829,1.9851544943870143,5.144882744037321,0.396967074621466,-0.6485803082679051,5.696201404249035,-0.9372305815742328,B_cells
+1651,0.969714453125,0.129418154296875,0.5741893622014157,4.475125181538813,5.608622017060561,-0.1607169758511997,0.078865410293608,0.3097843977423826,0.3088710244314874,T_cells
+1652,0.98310671875,0.17680326171875,5.132357354534694,0.8870571063839296,5.008593318120406,0.7970515463356411,-0.1009127842548783,5.25371359955981,-0.923195859430652,B_cells
+1653,0.869449453125,0.107401689453125,4.916201356461262,-1.8793175452997608,4.995262162899657,0.68835280907126,0.430257286181318,5.670440181530356,1.1903685487154008,B_cells
+1654,0.723487421875,0.0974700390625,0.3115919580496871,4.4280879097654,4.937147068118819,1.1931342742935638,0.2182389278163127,0.6132332232295461,1.0967953223207707,T_cells
+1655,1.074651875,0.17386697265625,5.0050990339878805,0.6235709131557525,4.9697836352821,1.84097360527346,0.4775423476211251,5.1488475906714495,0.4326857037624327,B_cells
+1656,1.1564259375,0.1454768359375,-0.4089715295603013,0.6934016741709736,5.065435994095944,0.9614763080030476,2.617082726315778,-0.0072494744860435,1.8204008920362609,Other cells
+1657,1.044126875,0.49411765625,4.465768022736859,0.0116751107981064,4.956867825655594,5.18736836202218,0.7506574000068617,0.1699431946459033,3.5053500670319724,Monocytes
+1658,0.86914203125,0.155177451171875,-0.0252809602134573,4.200526241400324,5.173480058955864,0.979831569609978,2.108247182821468,0.3971231573188292,-0.0327478030922358,T_cells
+1659,0.89823796875,0.126156015625,-0.1794883799595859,5.354749042986722,5.43007414958557,1.2013575510011534,-0.0556996094868598,0.657239442536997,0.90669009993484,T_cells
+1660,0.77411453125,0.078046005859375,1.3584418480274851,4.823067760843383,4.857026202465615,1.344973191385358,-0.1780429033736983,0.7222342942088533,-0.2598782828695654,T_cells
+1661,1.19652546875,0.13725486328125,1.7674729932115734,5.030271518728588,5.797490714277068,0.7227741845231948,0.2738020104767842,0.1219626137380349,-1.5264408399727163,T_cells
+1662,0.72989703125,0.20633994140625,4.80279326259585,1.9944759312318747,4.6200530515367,0.8871335486870917,0.1605178787543259,5.183145075461691,2.0641170330141017,B_cells
+1663,1.08458390625,0.13085359375,5.885273828298431,2.617640942139919,4.875989666533312,-0.0686806699705981,0.587735015449402,5.649924054634965,-0.054138680404391,B_cells
+1664,0.79917640625,0.0700082666015625,3.685473103331016,1.699235877616994,4.696279979797115,0.4601512487283418,-0.778868593761239,5.968211327392564,1.9745783170105984,B_cells
+1665,1.255699609375,0.23241890625,4.586829798853644,-0.3396202806575816,5.079805694139645,4.752701799229519,0.7143775539417149,1.212807108644654,2.6670638049993807,Monocytes
+1666,0.85129265625,0.11039619140625,5.203291186305597,0.4246537892145693,5.019944425169541,-0.5562302230170784,-0.7585004917449631,5.739927656187082,1.6339252256915302,B_cells
+1667,0.97567125,0.158449189453125,0.7445660587372384,4.563185867905856,5.227976819456565,0.3098245037554546,1.1227325265940862,0.6811742900365213,0.1746782613221609,T_cells
+1668,0.93848765625,0.16895814453125,1.6710578197632764,4.675396490782696,5.481599191521581,0.5196133635003741,-0.4067129538399467,0.0324909035711157,-0.602740607371783,T_cells
+1669,0.968605234375,0.08557845703125,-1.487517660166727,5.147497682956797,5.274415065798717,0.3363314064435431,0.1151079207845976,0.3076342766400141,1.1588169729098687,T_cells
+1670,0.763964375,0.114631708984375,0.9312385908965568,4.166728749597553,5.340814604210468,0.033757476475207,-0.1976131214852074,0.307966644082472,-0.8655063936213137,T_cells
+1671,0.9270490625,0.1425159375,-0.767976887617407,4.782160666453937,5.662994874735943,0.2349244524880631,-0.1674031784599025,1.011168220277158,-1.4834822588108325,T_cells
+1672,1.039744375,0.08197365234375,-0.2733022176161989,4.294509039625065,4.758312489517576,1.3757146192751657,0.2897320283756177,-0.1703619629740292,-0.6934277684971654,T_cells
+1673,1.154324453125,0.08214048828125,0.0374691006205994,5.197440307389403,5.317208339024782,0.620066719625934,0.3855657409214523,-0.6852994371306999,-1.056765505603929,T_cells
+1674,0.803701484375,0.20946654296875,-0.3367464153713373,4.471615912923296,5.247550372203788,0.9203933323750404,0.1933385724741238,-0.5164414672548598,-0.0174191249777995,T_cells
+1675,0.656266640625,0.0932609375,1.3527334429259106,5.238713329236856,5.174603198947306,1.1162833230914528,-0.3073221100471807,0.1667023377720622,0.2445071363544155,T_cells
+1676,0.81615375,0.17574828125,-0.142845343188268,0.6823954957271419,4.806401492037912,0.7943162311660517,3.691615093229746,0.5093667843079075,0.7628524249668165,Other cells
+1677,0.862521328125,0.1780424609375,1.0130758627498544,4.624620904676422,5.504554522840028,0.8036127156104129,-0.608298971450746,0.2397736356325127,1.5498530824324988,T_cells
+1678,0.5477046875,0.125366884765625,5.790658109986421,-1.497846607693948,4.977820510199358,0.7186291068780947,0.3072288938204127,5.832546987654232,-0.322278997604458,B_cells
+1679,0.954659921875,0.131368486328125,-0.1095649594473456,5.350626140835275,5.849001738705676,0.3929984642282157,0.3161714589490909,0.1591798880598472,-0.6744994944327568,T_cells
+1680,0.804894296875,0.19925380859375,-0.0548373900419782,4.533611043987646,5.093435044063255,0.6504722207100864,0.0160454552352215,-0.3806976593337842,-0.9923417447069977,T_cells
+1681,0.885341640625,0.11447267578125,5.199037720857185,-0.9107956305136866,4.55820362641343,0.013161069392814,-0.1324949282227706,5.303197767208094,0.0322279310518753,B_cells
+1682,1.296590859375,0.4646497265625,3.548971233609254,-0.7821777511612029,4.819475046877165,5.320952109655466,3.236067377709797,0.0487436071971821,1.8924228896530253,Monocytes
+1683,1.065158515625,0.0871765234375,2.823051408124128,4.410312235909558,4.859910701837033,0.061479501194879,-0.2948584196702237,0.7784332504132297,0.5785154223100686,T_cells
+1684,0.778582265625,0.118418935546875,-0.4804619131486349,4.770866152088174,5.609319002977632,0.9693881565318562,-0.1079751736986345,0.9165076197666292,0.5045280425618245,T_cells
+1685,1.4025396875,0.480739140625,4.136559914433169,1.5099571299727592,4.7653125116637405,5.292461338665376,1.8907507084075488,0.7568279911558553,4.08437787877292,Monocytes
+1686,1.11816671875,0.115909306640625,0.3725810442352206,4.721452163331255,5.438472012322388,-0.0228804778108836,-0.3549348841017484,-0.0659578041031263,-1.1210196682023177,T_cells
+1687,1.0837521875,0.113480712890625,0.6336557903723896,3.681504806115644,5.179261696132054,0.1667327523627882,0.1222745515522391,0.2439604151764565,-0.7098965749671634,T_cells
+1688,1.37182328125,0.548832265625,3.089941937184121,2.0241471408503764,4.729411747610076,4.779029937524854,-0.0860058520212406,-0.0173290365047309,3.1294198752218074,Monocytes
+1689,0.712336875,0.079082373046875,1.7406826605943988,4.479457357610933,4.770349564802372,0.5308627760642242,0.2207738506003244,-0.5402451050628594,-0.0698685923711131,T_cells
+1690,0.737047109375,0.147312548828125,1.3590102718774115,4.886183998048033,5.225714165295641,0.7676455440331481,0.3402845600796393,0.0321256929019532,-0.8106848362923245,T_cells
+1691,1.20197359375,0.458261953125,3.069615475006217,1.0344101474715546,4.610584690249689,4.515881907938081,0.1141268005615163,0.945084115380726,2.162042899699061,Monocytes
+1692,1.39797109375,0.455563359375,3.043485754078852,1.2147578606456209,4.577964919212923,4.910968083925403,0.1344486638366002,-0.0880153927298418,3.2867686258619404,Monocytes
+1693,0.723205859375,0.189573984375,0.808745917873419,4.933208116668698,5.376416854981264,0.3139469219662954,-0.1487976615810035,-0.3405474722133133,-1.6214444942673385,T_cells
+1694,1.70342828125,0.17772501953125,5.065456269988411,-0.2278458547088711,5.578927431491031,0.7358401412759028,-0.0383370310033934,6.376201217184427,1.9149488367360403,B_cells
+1695,0.5687178125,0.108109814453125,4.590464427847278,0.8127668270475187,4.919016941546644,0.6252629738957607,0.2855686686756447,5.8240371790624605,2.065668328187932,B_cells
+1696,1.081590234375,0.126829326171875,1.056329193293818,4.89160100086578,5.630165450485233,0.8666639215909356,-0.3787597073835723,0.3757576798015201,-0.1089806554673628,T_cells
+1697,0.820418515625,0.0905016796875,1.460096455719389,4.525311720775874,5.26629823840183,0.6083988921137619,-0.1108936893693523,-0.0904144768345777,-0.7244620253884289,T_cells
+1698,1.324755,0.3950067578125,2.803443308878387,0.5812653007566998,4.76194204347018,5.012282498852197,0.3227042802439982,-0.0050210948423168,2.464777917766306,Monocytes
+1699,0.85994234375,0.154161484375,0.0510727755286788,0.6624255843513307,4.742229083892713,0.6972515916724206,2.9735240927685207,0.1794348366147794,-0.6103052518576049,Other cells
+1700,0.941986328125,0.11118052734375,-0.1503232986127063,4.947130337084927,5.296807258680237,0.6835563276102063,-0.3107142191026715,0.2242220459056813,1.0462448303860927,T_cells
+1701,1.380066875,0.5659242578125,2.5704255727254885,0.0300197373204673,4.788772994955331,4.976614365985875,0.4624891468777584,0.3633676759878109,2.856061051309744,Monocytes
+1702,0.887281796875,0.132303447265625,0.00066747374022,4.689556976765169,5.151468839537692,0.9036422029828332,-0.4999243303822004,0.5783864973226562,0.7887443852498467,T_cells
+1703,1.0830571875,0.494331484375,3.767343129701751,0.800480930850745,4.341436341798277,5.051889988484116,0.3440577481969894,0.262422260113793,2.7900440089791347,Monocytes
+1704,0.7144615625,0.152529814453125,-0.3297525478560885,-0.6687109077432135,4.653373827361324,0.2818873277772258,4.012552746177517,-1.4211885970051212,-0.0101184907640912,Other cells
+1705,0.678913359375,0.094756982421875,0.7525174736817614,4.32058605390561,5.316972322409172,0.6593476439441227,0.0870895326670865,0.2793703474874961,0.6011079077330113,T_cells
+1706,0.6331448046875,0.100861806640625,0.1057126125048703,5.523345746454607,5.2629775173149405,1.2440049579843275,0.0271972923225157,0.5320544232649381,1.126701799209782,T_cells
+1707,1.11682953125,0.41974796875,2.381170797839768,-0.5534033401676182,4.724268498850239,5.059577913264376,1.9226654044586475,1.4679550405016275,3.4135580257478177,Monocytes
+1708,0.727578203125,0.113857568359375,4.755626892554605,-0.4765961679318185,4.824423109089132,0.6525004516940951,0.8157684829193453,5.118134669270948,1.6674403940535083,B_cells
+1709,0.8319628125,0.14892921875,-0.3058359089224566,4.684375274738225,5.8253533194063465,0.6117912778162787,-0.4716303255363867,0.4063892813943071,-1.157289392876444,T_cells
+1710,1.159099609375,0.125641728515625,0.4720398711791274,5.244770533704546,5.279528413741145,0.6359315733293052,0.1245491247921323,0.4118947458906302,-0.4323233585456253,T_cells
+1711,0.66463703125,0.0961822265625,4.315813990393245,0.1274362567980841,4.653836324610974,0.7536625251073484,-0.5604222178138312,5.405458940462291,-1.3985305571230129,B_cells
+1712,0.889317578125,0.095905576171875,1.0015919659447134,5.017108470438332,5.261483356208014,0.1398589138012827,-0.1115302445060085,0.1515833727557955,-0.4247603698292254,T_cells
+1713,0.676200703125,0.079569658203125,-1.3495131254870434,4.785066002868503,4.988894339585355,0.6775573500348495,-0.0919087212453943,0.4282391980200054,0.1343902549703496,T_cells
+1714,0.905336328125,0.096799130859375,4.709222702875011,1.251868514939993,5.103000358576554,1.106584744989468,0.2633810912672127,5.528142001235966,-0.1678818844502671,B_cells
+1715,0.743535703125,0.137803955078125,-1.0271022715229832,4.351129935436826,5.690868416083842,0.5756674335521514,-0.1266702945562874,0.181457929290206,-0.1808841588721415,T_cells
+1716,0.88361,0.15231017578125,-0.365442822526076,4.412147626864879,4.822624100904981,0.733380342823301,0.124804236334478,0.4547815946409268,0.5265919358603852,T_cells
+1717,0.917117265625,0.155458291015625,0.3184078514280561,0.1169198220520154,4.612051691824662,0.4351530231203031,4.035013592035771,-1.3143095621504255,-0.5164770989589852,Other cells
+1718,0.972386640625,0.162526884765625,0.5908091149551782,4.58086754417349,5.169120820864019,0.8318356087144986,-0.2937787490696739,0.018662982274596,0.1550162504920325,T_cells
+1719,0.766848515625,0.18716638671875,-0.0651115323688077,0.3880757704439657,4.445219096317014,0.4852329362592835,3.545451026766293,-0.6683155060535395,-0.0564718788578119,Other cells
+1720,0.820817421875,0.125260068359375,0.3721509151924571,5.085454920646193,5.596064313595123,0.5430950988333074,0.4070668147535766,-0.4007851434043575,-0.4895740731205824,T_cells
+1721,0.874823984375,0.15021103515625,0.3502224615593702,4.724075320660215,5.331020529656538,1.0834459312768574,3.037775448826704,0.5113101754015215,-0.8088499980154936,Other cells
+1722,0.5313506640625,0.16982048828125,-0.9515970396698662,4.897950906559036,5.588822471946999,2.089065633579436,0.0902758445515311,0.074241750897982,0.5390595267456562,T_cells
+1723,0.716600078125,0.14480591796875,2.5300918399025507,4.919361694663051,5.624515572071246,1.4272210187330634,-0.3421807873983978,-0.3398053112282114,0.883238374905414,T_cells
+1724,0.82710046875,0.14291921875,0.7080216524572128,4.09209196454353,5.77173652137146,1.2641330970308653,-0.077765134583529,1.036915720808696,-1.2031083605351005,T_cells
+1725,0.812373984375,0.194216953125,0.0734026566427114,1.0326300813111973,4.818785258913819,0.2124873405275516,3.1466875167789445,0.1691227729483393,-1.2132900623842844,Other cells
+1726,1.018371328125,0.1412893359375,-0.3196256938581459,4.434881807972712,5.237909478555062,0.1002323723759555,-0.0973980370068603,0.1349652071371506,0.6545636947592871,T_cells
+1727,0.794503515625,0.158098740234375,0.4730104078598673,-0.0891303714060052,4.7698519266630806,0.3247470185289451,4.046058870617796,-0.5252562627590337,0.1045933194178275,Other cells
+1728,1.0161646875,0.083317880859375,-1.6077660812817347,5.028047363784595,5.042985412606861,1.1591832293406616,0.2860069828944094,0.0552319128648425,0.1973235763521271,T_cells
+1729,0.827289453125,0.190067265625,-0.3324247438877343,4.329799451776304,5.365406102644807,0.4521003732767258,3.815178527068567,-0.6187326678638667,1.170715609185394,Other cells
+1730,0.94504171875,0.163247001953125,0.3187141360976689,4.732769814323061,5.7393757933247365,1.0090851107044392,0.378557570028576,-0.2905592204502875,0.4353395013985658,T_cells
+1731,0.87598046875,0.156112412109375,1.6433369771780926,4.4204230424906905,5.368382747175313,0.9598535009792686,-0.2189533831577632,-0.503943257779087,-0.3584633211287048,T_cells
+1732,0.822281796875,0.109051962890625,-0.0045573830933491,4.986929696997681,5.733387008125329,0.473098053338725,-0.7250816686914161,-0.3240229521142709,-1.0787835908568837,T_cells
+1733,0.9327078125,0.1473239453125,0.551277575922597,4.220497594897766,5.253338904167267,0.465515262942675,-0.3428755507077378,0.43203552250319,-0.5780877161862154,T_cells
+1734,0.8604753125,0.1026723046875,-0.2813012306703918,4.998682507616484,5.163574016049121,0.2305858845302807,-0.0718307455197931,0.1960726736369969,1.18259945546327,T_cells
+1735,0.884572265625,0.08421623046875,5.067052491185776,2.35316730922618,4.986705462942492,0.2256431098497249,0.6936028450582649,5.59701846674427,1.5313775894788422,B_cells
+1736,1.3283165625,0.407760078125,4.420145455472952,1.099720835514285,5.296816972964648,5.557654948576302,0.1003711350937253,-0.4871494290468565,3.7427145256845655,Monocytes
+1737,1.6590675,0.108310244140625,-0.4104541273720046,4.605099122681498,5.392241652491007,0.4526862651452634,-0.1265768770857449,0.450266971850647,-1.3716593088375977,T_cells
+1738,1.134454765625,0.124718779296875,3.159378343094795,4.265147576802587,5.598692104566654,0.5151919657351721,0.0485222016657357,0.5418782051201463,0.2200335531669671,T_cells
+1739,1.018159296875,0.418587265625,3.302028213680138,1.3029458065246378,4.854988461926854,5.2827052989766194,0.4880731996574732,-0.5593417023754805,3.550139812240724,Monocytes
+1740,1.58017390625,0.26949802734375,4.344619662268426,1.7957781816675689,4.387443936024483,4.03385322862478,2.181047507236633,0.0752612868311153,4.232466709472232,Monocytes
+1741,0.84371765625,0.11133955078125,4.394485380820093,2.071807086392858,5.120019864651087,0.8257117764805519,0.5692593172670708,5.890416673833961,-1.1250642514887428,B_cells
+1742,0.798170390625,0.128203564453125,1.202477236779315,4.860749239200035,5.254816982931561,1.456663871184369,0.2612864049555972,1.0170490833961714,1.1264325781448836,T_cells
+1743,0.817907734375,0.1217794921875,3.816266064900855,1.853082943396348,4.080214950117231,1.1536191529440958,-0.3335696052917647,5.985121575079748,-2.01988681479034,B_cells
+1744,0.465503046875,0.17169640625,-0.2722016109334376,4.698980165923237,5.466421103156264,0.6228349140223414,2.438757951876283,0.1128412862456402,0.2853933139373836,T_cells
+1745,0.853120390625,0.106951015625,0.3099823869231048,4.939654127694484,5.284621523386176,0.3500239375363793,-0.0503609065661176,-0.0972489300221043,-0.3634180606072637,T_cells
+1746,0.793163671875,0.0594176953125,4.511274942384006,0.3540420046307309,4.797141017808932,0.1672117304269268,-0.3376194600457373,4.995573746178012,-0.6773520913274557,B_cells
+1747,0.695075546875,0.12460896484375,0.0128683400603247,4.281515875474325,5.540278098607548,0.597212670413557,-0.058380934941373,1.089318564978509,-0.8299824460865024,T_cells
+1748,1.0283946875,0.106326318359375,0.5830365128451598,5.688814454140103,5.6367965753379385,1.081920141141522,0.1846160678933895,-0.1367433231449734,-0.8704474412571397,T_cells
+1749,1.40260796875,0.623190625,4.295665407699002,1.5737146249473517,4.543192901096964,5.381605439544587,0.058224657147402,0.9519987730738556,4.529684519676208,Monocytes
+1750,0.9497059375,0.115747294921875,1.287194611197077,4.528901114138756,5.4317915151633285,0.6861327220299658,-0.3531854421345767,-0.1754924645733565,0.9731371273500828,T_cells
+1751,1.041326484375,0.094714375,-0.7072885968337176,4.642481180330982,5.669061932136316,1.07482262050961,-0.1372755364777093,-0.3218670010061326,-0.8296477446951458,T_cells
+1752,1.2590278125,0.24274646484375,3.784758641968666,1.0845930386257652,5.085629316374991,2.8170557681555124,-0.0919926828621583,-0.146334986978833,5.1557450718160425,Monocytes
+1753,0.878332421875,0.181662265625,0.4669449892110402,-0.1658596164707466,4.902048780000204,0.3048817383347361,3.3496805529901827,0.1372820347661263,0.1137200421528464,Other cells
+1754,0.77066078125,0.11186763671875,0.8538238653197507,4.618612356335653,5.6377189051478505,0.1670195839004308,0.6276772427673083,-0.0981119213641854,1.1342178248361845,T_cells
+1755,0.95533390625,0.139191396484375,0.677313298179164,5.112124428210167,5.539745034523802,0.3360106620498503,0.3971625243730602,-0.425673287577064,-0.3856590811057096,T_cells
+1756,0.823995,0.21650853515625,4.9409287619025655,-0.3540504564790173,4.87250091107336,1.4448331903478313,0.1221844012304889,4.724218997445071,-0.7267038529557095,B_cells
+1757,1.061161875,0.112302109375,-1.175931993931677,5.35764612943276,5.45907808717326,0.9114689640606192,0.0218493630628661,0.3804938068329418,-0.7956021761780434,T_cells
+1758,1.036113125,0.154107470703125,1.619829942769308,4.869673911417907,5.718925411536817,0.1939411468613993,-0.1985778615511733,0.5819827034125853,-0.687604102973721,T_cells
+1759,0.296265078125,0.143449091796875,0.2869457085638272,0.4406200633453184,4.868077276816571,1.4757327896187484,3.761152759914024,0.8344026252202641,3.2809761104917388,Other cells
+1760,0.76005109375,0.102333251953125,-0.2970691234384386,5.380626934826874,5.321838144762183,0.8657281567229848,-0.3637854019260232,0.3717279244781812,0.2510051386584636,T_cells
+1761,1.293912421875,0.716246015625,2.906974997420439,2.319039511643981,4.780459953290492,5.416415871943174,0.0544189576482236,0.7758996994060114,4.41186809184405,Monocytes
+1762,1.0403425,0.1521007421875,0.3619608713878656,4.050898346222525,4.9074616376142846,0.6900124794733592,3.610616341594557,0.6109112785396484,-1.4013969598096814,Other cells
+1763,1.489819375,0.26676982421875,3.6100302179338777,0.5454133258424859,4.48326475148693,3.4081515971433887,0.1912703068585009,0.8663796225940384,4.527354933777657,Monocytes
+1764,1.069461953125,0.14062802734375,0.9658314515310282,5.093086316854898,5.603886104153542,1.0397263038717417,-0.1552197431405218,0.2565385890764804,-0.5024939863062071,T_cells
+1765,1.019896875,0.087417158203125,-0.5495752676682935,4.9985973728002655,5.03092375882864,0.9292747906170232,1.3667273435981824,0.2538997272601253,-0.8325626599054189,T_cells
+1766,0.907250703125,0.091257802734375,2.971354149235276,0.7173869730875684,4.807622296782182,0.4836648278795999,0.6971728080365528,5.6108235198261465,0.7236011207118684,B_cells
+1767,2.667779375,0.5073235546875,-6.0469834769258,9.482278261471034,-6.055190155121712,2.200656399547773,-1.6640117326811468,3.8082026651224594,3.1410909696245946,Other cells
+1768,0.87152890625,0.099638203125,-0.8734848596698555,5.4938002471156135,5.301662215175637,0.7359963427817433,0.0892289821812716,-0.2840346018567915,0.4187708957679124,T_cells
+1769,0.75344375,0.120284638671875,-0.0382185019312551,4.640934089967363,5.305861698197209,0.4877683742604554,-0.0076344245583786,-0.0738504835897423,-1.0832038452136736,T_cells
+1770,0.895613359375,0.102349453125,4.490555091783064,1.3102516184061586,5.2806914977165285,-0.2102079997704614,-0.2457026673904013,5.132440819118138,2.035350700724865,B_cells
+1771,0.5681157421875,0.1927344140625,1.538961444817383,4.741246081147965,5.390188343811723,0.7694101631058132,1.8975988316041328,0.0513931152312535,0.4402979977931367,T_cells
+1772,0.869077421875,0.1931220703125,1.389701160161892,4.759427280696141,5.722161088581244,0.9190262945072054,-0.0819947586140661,-0.0207668592112887,-0.3424335819542123,T_cells
+1773,1.448225,0.3730878125,4.471823387734302,0.6183534166017876,4.557300630882881,4.913741904412347,1.019696373659706,-0.2082017080119832,2.830230379900047,Monocytes
+1774,0.9640225,0.113966796875,1.722517012037677,4.912156885849813,5.506756828035364,1.2501249048701355,-0.3417999295025622,-0.0828161382719069,-0.2781151791393093,T_cells
+1775,1.005814375,0.090171025390625,0.2247365238371608,4.455212161404937,5.37028557885843,0.5614134423782873,-0.3140346022902803,0.1225248714812558,-0.0357591340008926,T_cells
+1776,0.747757578125,0.1508609375,0.9321291259589468,4.242018202051451,5.265107077765063,0.5260940115285703,0.2313471343637921,-0.5396270361158773,1.2132734040403688,T_cells
+1777,1.120741796875,0.12238078125,1.591631612360728,4.3374312335269005,5.183262607465205,1.004010115680713,0.4179349570372685,0.0633529181318901,0.0152295908616727,T_cells
+1778,1.01,0.12792572265625,1.0609624049274218,4.7324058588646505,5.149790568907944,0.4060710120060347,1.9170220014611128,-0.2816466941235924,-0.0290133852313446,T_cells
+1779,0.897696875,0.10748330078125,0.036709724739671,5.587916502762421,5.570452186136173,0.5820612981441303,-0.1179290778699092,0.0930128670547816,0.4196683565277314,T_cells
+1780,0.9236865625,0.12250740234375,0.3834952591602488,4.355371194995656,5.396581306383345,0.7154834864728565,0.2036364816864395,0.2534366839587925,1.3552704906357351,T_cells
+1781,1.02490171875,0.131342080078125,-1.0431752688719056,5.004767669432605,5.415558656218147,0.5607483414482691,0.0397105278803142,0.1381199563842818,0.1670530823611648,T_cells
+1782,0.86161375,0.11926806640625,1.555147379313616,4.660965286503437,5.45087007079772,0.4270547696894815,0.3186415884063799,0.6219840888810597,-0.2607566861446434,T_cells
+1783,0.956055703125,0.1821885546875,1.0878078247143368,4.993397794810573,5.558375036201846,1.058879242811133,1.385294898950356,0.817512501151645,0.4630568516619969,T_cells
+1784,0.5794064453125,0.11157359375,1.2557316972635308,5.041055188115124,5.042689981943443,1.9048322604086605,0.0347086168904193,0.078284008187558,0.3274898650165592,T_cells
+1785,1.160624375,0.10166833984375,0.8107688789576541,5.048669412000882,5.869038572820208,0.450766593093472,0.464725519372302,-0.6304959931259244,-0.8904151530162542,T_cells
+1786,0.81085453125,0.3872053125,1.4290815252328508,0.3642355897592144,3.2370117744240443,4.06848559644501,0.0528702201506313,0.137140141766804,1.493601981246665,Monocytes
+1787,0.885644921875,0.107896181640625,1.476956186951334,5.289641114801071,5.426048061265117,0.7783215538602316,-0.2335114751883567,-0.0498686504264315,-0.6606429006290375,T_cells
+1788,1.66063390625,0.18039306640625,6.33867166708029,2.6661184324525182,5.651440024388333,0.1976487097423448,-0.0044978032167549,6.071407741504896,2.365359316510112,B_cells
+1789,0.936855859375,0.1202336328125,-0.4201095736497234,4.511213590234808,5.651774767963578,0.5091284760435333,-0.5060744113050926,0.6099759184382573,-0.90605857489429,T_cells
+1790,1.1064384375,0.119100048828125,1.7674187910797308,5.082938129477989,5.466772789856274,0.6042515038201325,0.183204591616393,-0.4978868513420823,-0.0147109393576299,T_cells
+1791,1.32765671875,0.6001484375,3.5643095668116667,0.586406637337934,5.219957187254143,5.487635539207459,0.4472929994076497,1.1914728134801196,3.993568033966179,Monocytes
+1792,0.7656334375,0.126739912109375,4.774257098025227,0.6568482170911368,5.218034297020175,0.524137757673924,0.0947266113608733,6.040618358188175,2.4790885591774177,B_cells
+1793,0.81830453125,0.1529780859375,0.8038404861052709,4.779223018329514,5.531924308636158,0.8105705384780038,0.1630675646145422,0.1462639203244879,-0.3289416499892107,T_cells
+1794,1.111732734375,0.1396324609375,1.102302794346461,4.801020670293538,5.5575246992602,0.7344205443762221,0.0821306795459006,-0.3069313064657248,-0.9369577000781628,T_cells
+1795,0.8148953125,0.087756826171875,4.589812047579432,-0.7382593127501175,5.223567887318321,0.0831594058975063,0.1803444383435944,5.475415917270086,1.387816590939041,B_cells
+1796,0.931395546875,0.3976803515625,3.1119707753346324,1.3256250772391287,4.626550912667299,5.084563245004696,1.1205682303113522,0.1993229109804863,2.9445736711111903,Monocytes
+1797,0.79991125,0.153999453125,0.236328190841474,4.864773090370568,5.345855864312102,0.5553995493365008,-0.1593103234476542,0.7889790238323001,0.8221133630415524,T_cells
+1798,0.7920484375,0.1058582421875,4.633132848397814,-0.610748905722745,4.849521232893472,0.3679692291863106,-0.5448655753631614,5.767037663633092,1.5065971730347638,B_cells
+1799,0.75895828125,0.182723828125,-0.5765998221313339,0.1878801467430607,4.376172527107594,0.3996733189231928,3.689551508598235,0.6415778893353328,0.0967563082094636,Other cells
+1800,0.89102828125,0.152013125,-0.1164093550885275,0.0369864781348201,3.9871226367310535,0.8104799391330179,3.082347669629667,-0.1410024199018494,1.037595672954248,Other cells
+1801,0.83620296875,0.091542255859375,0.8642264595018765,4.8892908082757565,5.190845177728281,0.7307868828810821,0.144670872892538,0.3943211473091743,0.3360124191228537,T_cells
+1802,0.89922828125,0.2413340234375,0.5973940427408919,0.2871918902777436,4.621315123684921,0.5421240640945435,4.034507237120468,-1.138775269407057,0.9091965127450184,Other cells
+1803,0.89994078125,0.0741483544921875,0.0902792867337348,4.6585358359471805,5.401293286167817,1.1372409287359535,-0.1493342816472647,0.5136959062898186,1.1234325059217485,T_cells
+1804,0.8153709375,0.09979482421875,4.207761042014733,1.0566699401342787,5.353125862394236,0.8454653361928559,0.1835917023949733,5.367762651502956,2.29857584019435,B_cells
+1805,0.89826234375,0.147246533203125,2.622664902186288,4.4255754043021405,5.557450438609891,0.5699520644442699,-0.2509919533388093,-0.1063054977586007,-0.1880084881093665,T_cells
+1806,0.9407103125,0.161543310546875,-0.0701432465045032,0.1901532031632202,4.736465569380551,0.7361743319211627,3.165026762345566,0.6205635330480787,0.2795725660382562,Other cells
+1807,0.60925125,0.131280869140625,0.7239520090948007,4.829417327476117,5.40270817869974,1.585828579168157,0.3756950604785902,0.0575100546198699,0.6097748065522297,T_cells
+1808,0.768313359375,0.092960888671875,0.9161967274931362,4.558090896974283,5.037515879987841,0.7050587156067099,0.1228378450482468,0.562546322282913,0.3450097458691699,T_cells
+1809,0.814099296875,0.106007666015625,0.4195496515226046,4.858867677914253,5.2883492445293525,0.0061804999606343,0.2024416717406366,0.0059482052899494,0.0873362759882724,T_cells
+1810,0.884432890625,0.09454634765625,-1.2359684056846918,5.114445503536188,5.482705284585749,1.527204663430873,0.5116505162659345,-0.4636322981734913,-0.981422847461646,T_cells
+1811,0.8309859375,0.158335185546875,-1.3834007565716018,4.760931589017363,5.39359551881882,0.7990096672770552,3.2953396069898253,-0.2604501603459266,0.2559400155555912,Other cells
+1812,0.71292828125,0.15893587890625,1.1684383210275384,4.457761018318326,5.3220367302198825,0.1668286583371028,0.2265977439621632,0.4191972409989214,-0.3025536415235482,T_cells
+1813,1.93036703125,0.1995903515625,-2.954835332967665,8.333290910622358,6.137791315214888,0.8751482270674863,-0.1321185983673942,0.0405330248811675,3.688832760072934,T_cells
+1814,1.4503003125,0.52767609375,3.786829871464431,1.3227850016947615,4.865910981401394,5.440187014025863,0.4142468053847841,0.7354698514586555,3.7832114321372656,Monocytes
+1815,0.830855703125,0.0903840625,4.640704564199319,1.4332502195582053,4.499220904243075,0.3347516134322963,0.3004241848269078,5.382122310122349,-1.097978900714512,B_cells
+1816,0.883305078125,0.088676171875,0.2511479798893775,4.86025754757847,5.451476931117697,0.434082979978425,0.279407803499847,-0.4276785325098332,0.2292420669681293,T_cells
+1817,0.966783046875,0.08777962890625,1.045010506785887,5.66215258311586,5.333628228537274,0.5076116955930781,0.0686081898244417,0.4054508230857562,-0.7687695993112841,T_cells
+1818,0.819757734375,0.13122265625,1.372572895611482,4.881453571023163,5.796800989425371,1.0419237340953176,0.2497387783296817,-0.0118117253978734,0.5038888613365513,T_cells
+1819,1.71059578125,0.3137517578125,4.433813431117885,2.594967018386084,6.06348953553947,1.4706694379147998,-0.2905072649743997,6.6376773654781625,-2.53113019852397,B_cells
+1820,0.69525203125,0.2033226171875,0.7943868760678926,-0.7138384674560099,4.72266124905624,0.8478943359532456,4.448059533849172,-0.7642357387555729,-0.5643578144382861,Other cells
+1821,0.783501484375,0.113578525390625,0.9393201406561704,4.767948779659604,5.427623976011144,0.4458943028314052,-0.4086539432744841,-0.1159960209691148,-1.3349866786000952,T_cells
+1822,1.013123671875,0.150737314453125,4.113686130772632,4.152668189853711,5.549612449682162,0.6429086792441299,0.2377879101691558,0.2542060707402312,-1.0953098446281628,T_cells
+1823,0.793384609375,0.144875546875,1.808302045146337,4.439110391023115,5.390911943967599,0.001932702530897,-0.0834869675182644,-0.0980565409312422,-0.5609830614708414,T_cells
+1824,0.8943478125,0.129550185546875,3.2350388050043524,5.034922338520556,5.36921595683149,1.00592670746153,-0.1427540835266553,0.1253715752721086,1.1113639046512158,T_cells
+1825,1.109307421875,0.1111751171875,0.4585329919510443,4.550461818143956,5.102283431919942,0.477512084461417,4.498390266101739,1.3555183764794485,-1.4524534608590334,Other cells
+1826,0.68183046875,0.107155654296875,4.520465358602471,4.242102130611504,4.733628697995355,0.3454155668131903,0.1522980472235261,-0.2355814843604899,0.5788605169918553,T_cells
+1827,0.8803728125,0.17264275390625,1.1541186620858708,4.30149773087785,4.63359273427162,1.525885880652288,0.4708088190817485,0.0358214921190691,1.394140014334163,T_cells
+1828,0.9680165625,0.138053603515625,1.6784199768435868,4.705656535888779,5.616832417380839,0.9265958727377148,0.045447666497366,-0.4866149538330353,-0.478543251641559,T_cells
+1829,0.87513875,0.182754453125,0.5975112773247311,-0.3846471491967385,4.432833865850793,0.859395091483315,2.161561896795996,0.5123032652611486,0.6577454307799687,Other cells
+1830,0.961424921875,0.16407392578125,0.8485831725069531,4.387369605174362,5.353825174729632,0.7208958490420768,2.1076562518294426,0.3564288713838096,-0.9816950404671848,T_cells
+1831,0.888408046875,0.0671655908203125,5.169085583116603,-1.2455007742040418,4.724728739304134,0.5010889522777943,-0.1734159792847666,5.740414633038538,1.3650826930769664,B_cells
+1832,0.93467125,0.114864541015625,0.6001682618007027,5.197275941477535,5.250954386277343,-0.066795911961185,-0.5875071117645785,0.1257981486384543,-1.3049778635926177,T_cells
+1833,1.054601640625,0.113025234375,0.1209714351749425,5.1934790640857385,5.478729908248917,0.5472186236500265,-0.5326556661189059,-0.1568025810154964,0.7151957230659712,T_cells
+1834,0.8102828125,0.124974423828125,1.391680381928834,5.229331060399915,5.718905963500927,0.7777817844915532,-0.104924167686822,-0.1301852024070123,-0.8230752413413412,T_cells
+1835,0.921132421875,0.14599892578125,0.4175955430907034,4.508292826254762,5.716127709590693,0.6633675652484289,0.0430879669664902,0.0809293339408201,-0.7419157174844461,T_cells
+1836,0.7288075,0.1791118359375,5.756907068955674,1.292117040771407,5.216647502239067,0.981355169346754,-0.6495432887604236,5.855722698356184,1.542829342564433,B_cells
+1837,1.2518190625,0.577626640625,3.542615965408541,0.6764870304224351,4.922482247543975,5.013221268058717,-0.0518540973914247,-0.214766568843277,2.902999872508759,Monocytes
+1838,0.86681046875,0.109860302734375,1.7156460199019523,4.853263602421823,5.198841422233781,0.6817556190083571,-0.3022292937197115,0.1939429033930236,-0.8385682674937109,T_cells
+1839,0.7950834375,0.14905462890625,-0.498468745126748,4.535315700407542,5.480694008245954,0.9805093231226688,-0.4046751192516353,-0.6024888513519665,-0.2524275727493505,T_cells
+1840,1.91832734375,0.22693220703125,4.648849790731775,2.2402557700828942,5.552415397083553,1.3462313548568698,0.615961064245503,5.988714373780027,0.1984114923671026,B_cells
+1841,1.0529953125,0.11624595703125,0.4179244846480854,4.464019843695803,5.596099444864673,0.5993696653347246,-0.3517706547039002,0.1418954735128722,-1.155721481505434,T_cells
+1842,0.692972890625,0.17802146484375,4.098005253649402,1.441898315914648,5.068184024936594,0.8325088460874751,0.2465145135898681,5.704629866591607,-0.5139092808854527,B_cells
+1843,0.9198084375,0.1027983203125,-0.0582768920960378,5.068022556494691,4.847453471473265,0.2770360952397896,-0.3049006048189867,0.2705909819078398,0.2696179479039273,T_cells
+1844,0.817575625,0.082417734375,4.057678339476319,1.904878225957844,4.827707947814645,0.3861297457727123,-0.2904177569812891,5.694804196967312,0.7068937463376784,B_cells
+1845,1.201841640625,0.2118183203125,1.81868657832406,3.760514470880022,5.280692753747301,0.6266108434704583,0.0696116627286751,0.2164376917194833,1.2080635284471433,T_cells
+1846,1.201847578125,0.142638369140625,-0.7015816420816319,4.685020253967393,5.626087924204703,0.6399176202124695,-0.4066291733956058,0.1751758709148593,-0.0996020602992816,T_cells
+1847,0.832759921875,0.126385849609375,3.6779211820379554,4.408032463068704,5.327491625638211,1.1555158520052506,-0.0429683400262947,0.2891256488544598,0.9883221369759696,T_cells
+1848,0.706901328125,0.0730687744140625,5.003437298260852,-1.158726203591582,4.856053345173066,1.096242673706846,0.3671350141061412,5.428296759301687,1.3504543841135708,B_cells
+1849,0.7732303125,0.129891630859375,-0.5836484786681297,5.886194960828794,5.434191272479888,1.3406694346003256,0.3482048587594746,0.2333406376791269,0.4189968095757443,T_cells
+1850,0.32288591796875,0.0810075,-0.3789546655946763,-0.0825492259811059,4.625178517167839,1.048797043787845,2.7943412397765792,-0.1580491393131738,2.054839001729023,Other cells
+1851,1.039160234375,0.11764,0.7979707735707543,4.087401629056824,5.033802592630114,0.8811471388634157,-0.1021891038729998,0.2828908326616502,0.3229907586368353,T_cells
+1852,0.931698828125,0.1395724609375,0.8778227304486034,4.826818683896396,5.428438192793116,1.0756154943484364,0.2432817436443628,0.2599115733411286,0.796334539535632,T_cells
+1853,1.054032578125,0.073523046875,0.7672340740440214,4.66426833472294,5.10420257067278,0.888213032701185,0.7324623507286505,1.021635668147471,-0.7240369964770251,T_cells
+1854,1.474325625,0.4383394140625,3.974232962914678,-1.707564516985704,4.933606714224032,5.32219943724445,0.0633420270955944,-0.6600596930031016,3.772724533585026,Monocytes
+1855,0.949353046875,0.109203193359375,1.736706647070824,5.153445362662691,5.439136914692745,0.7212495219696587,-0.4097473481311555,-0.3659705170907268,-0.4070892667900783,T_cells
+1856,0.7035853125,0.0810639013671875,4.445808647838016,-1.438935559568464,4.652125072958899,-0.1067651987790081,0.0906555907902592,5.386194088472109,1.153633796536036,B_cells
+1857,1.052411875,0.108002392578125,-1.0622986160435088,4.6858379646506325,5.574149573193379,0.6746727009714162,0.0875496200825757,0.7984031141172225,1.3075755359959436,T_cells
+1858,0.648430859375,0.151063173828125,-0.6956369858473895,4.579091468273411,5.20573419765022,0.4887498727469285,0.4297381245332261,0.862092064180308,-0.2601561458120659,T_cells
+1859,1.044640234375,0.146611630859375,1.1135786555007487,4.268901439450061,5.173074581738242,0.2263749721532633,0.4514589622710647,-0.0974436675624347,-0.3436169790955996,T_cells
+1860,0.802100546875,0.102365654296875,-0.2262970877937436,4.536015401796042,5.061257978865156,0.899608082986207,-0.2542745943622307,0.4286071447684601,-0.2367888848460283,T_cells
+1861,0.671897109375,0.141949443359375,-0.0727127869750565,-0.2100519405956703,3.611691993093199,0.1715684700073714,3.0524619414709004,0.3619589132632583,0.6502869085960874,Other cells
+1862,0.933834765625,0.17429064453125,0.517960706475218,4.411443577844857,5.618502582777723,0.9593389807008524,0.0691450317546743,-0.351114104934906,0.8180486893693253,T_cells
+1863,1.193523671875,0.092268369140625,-0.2761594899856359,3.969396664368764,4.810675084847139,0.2346032516388492,0.2809630426899068,0.1954095378268233,-0.2976216341959656,T_cells
+1864,0.743913984375,0.162298837890625,-0.1775628306953095,4.589244858584216,5.468738820564943,0.7549282385166981,0.317592115642245,0.4327954418786555,0.9113907246243012,T_cells
+1865,0.98818875,0.4951000390625,4.917834025556516,-0.2332110314382878,4.710102803595902,5.486852345803113,0.5035565181811781,-0.7735640632794013,3.7580076626517296,Monocytes
+1866,0.880714765625,0.107512705078125,4.939703293338168,-1.0834568048714526,4.956664762809531,0.5881484438589756,0.5809991790318617,5.675458279373728,-1.1137308342668502,B_cells
+1867,0.86165515625,0.129820224609375,0.5711895051766979,0.3609295725741785,4.809080742105256,0.386805060036718,3.561028152017701,-0.2400038550852583,-0.2281456368243835,Other cells
+1868,0.844086171875,0.099632197265625,-0.3720510736861877,4.694669282875033,5.129311160067194,0.1301200505106194,0.2176661885127146,0.2212602616048077,1.5992709278729762,T_cells
+1869,0.645155859375,0.07897015625,4.66457584568794,0.4053794725413588,5.171529698590432,0.3710812614853592,-0.0353929511487956,5.672471753434937,0.0893235246115738,B_cells
+1870,0.814084453125,0.16664775390625,4.580312504574702,-0.8612303214612327,4.876460633759506,0.7248199892771441,-0.0797915485844209,5.817190603662054,0.1754737240448553,B_cells
+1871,0.98988671875,0.089813369140625,1.1137553066099586,4.7097340601400015,5.3105282648531,0.6883134921869071,-0.340514860430267,0.8912963962755815,-0.8468272718652918,T_cells
+1872,1.204574140625,0.130830791015625,1.2089344399168995,4.783359661791398,5.0897800590606606,0.1836991942540143,-0.2864417473918911,-0.1981016918675184,-0.534581729228831,T_cells
+1873,0.790205546875,0.1194391015625,0.8648690002375292,4.200733209752196,5.221821026554832,0.0412066805208358,0.246863247217627,0.1122423884968202,0.2212678029946778,T_cells
+1874,1.39421390625,0.4650248046875,2.362306281977113,0.2059061369883199,4.917549577221516,5.3608108199699895,2.089749715881049,0.6032739736077091,3.149758427908775,Monocytes
+1875,0.992199453125,0.438485,3.2941542043683127,1.610398096702704,4.769596627309813,4.510360520129312,0.592315469687091,-0.1862748891756258,2.3051780634077685,Monocytes
+1876,0.952807734375,0.14642259765625,0.884738371829288,4.648910597295393,5.6733381711778685,0.5344855056162964,-0.5785824086741407,0.5981717859659744,-0.5920687863380478,T_cells
+1877,0.879671484375,0.16417595703125,-0.0428611386753926,4.172541519615162,5.040026845983338,1.1842594506777089,-0.1980333051660944,0.019038925487132,0.987649563796047,T_cells
+1878,0.85681109375,0.0796200634765625,0.0022544054010685,4.769094485309926,5.216523848391902,0.1019801778725572,-0.0331596756796496,-0.2059149168909884,-0.7653184764506961,T_cells
+1879,0.9047340625,0.454715703125,3.027823441912642,2.0800689213389307,4.939343854387379,5.211968641435507,0.25126128877522,0.6332735301405708,3.0195604418274864,Monocytes
+1880,1.0776234375,0.093931845703125,3.761309296098815,1.7258853025332488,3.9588651105977513,0.3603591662824356,-0.1952398196349642,4.897493687455961,-1.096098506652021,B_cells
+1881,0.81705296875,0.11570767578125,4.572291410638778,4.580765630304035,5.452128926452508,0.4295362805013343,0.116520897160031,-1.489360481236676,1.079680836049696,T_cells
+1882,0.837087421875,0.12826416015625,0.4390390376650777,4.7326843019535305,5.373729066552017,1.0742097610555013,-0.0327922129653167,-0.1040524946270707,0.5080550500135994,T_cells
+1883,0.841764609375,0.10270111328125,6.140595951795587,2.0587345891590654,5.1520040503593405,-0.1582264992717909,-0.5109872519611146,5.360639559918244,0.7475583923801615,B_cells
+1884,2.17801796875,0.23979564453125,-5.911095136690301,9.337275604323628,-6.186435306686268,1.9755133028895653,-1.6145323919582557,3.496127097442778,3.6164384570150494,Other cells
+1885,0.885687890625,0.15517625,0.8569636845426574,7.247811298738767,5.471077645911183,0.450746385734413,-0.5483981409089549,-0.0209621656328859,2.3016885014795747,T_cells
+1886,0.931348203125,0.0651708544921875,5.13479610981936,-0.3869556878051081,4.7538279736490905,0.2022729549524805,-0.1140947930702516,5.411611784513957,-0.6084874185778396,B_cells
+1887,0.767199765625,0.10610248046875,0.6174515530429399,4.951629249599347,5.43488460297342,0.9910631437013356,0.1921155557795603,0.1984185574100651,0.6340598222342727,T_cells
+1888,1.128212890625,0.1271605859375,0.3710448777684916,4.400753989769872,5.4754013264733015,0.4570095381120103,0.0349778779694027,0.6084938879541537,0.8242239282964481,T_cells
+1889,1.53595265625,0.188007734375,1.6803104282440688,4.799492165410904,5.958178371691454,0.8002606122790417,-0.1151292962177022,0.6350355138538964,-0.3205424930996425,T_cells
+1890,1.265639609375,0.085494443359375,1.2596445937155292,4.567606419548778,5.874186471333305,1.427910491831735,0.6027208368538306,-0.1018896411419016,-0.5806262301709485,T_cells
+1891,2.6417175,0.2507822265625,1.2991827017017266,6.424488870961507,6.1651020351318815,1.0268239388480815,0.3858966049724882,0.4595759296784486,1.4987010175580464,T_cells
+1892,0.746861015625,0.12342736328125,0.8549863512081637,4.165644322743019,5.024067787355179,0.9950653087618536,3.33610148156161,0.2080282346541168,0.120512396297587,Other cells
+1893,1.01305171875,0.115594267578125,0.8463777584461039,3.964568441361072,4.505790025358283,1.160976077530696,2.118063968744293,0.2794019981202583,0.6684370890033471,Other cells
+1894,2.383321875,0.20244173828125,-2.7963914422811382,7.821081666832356,6.244918814447763,0.9130370397852507,0.2324589686408308,1.903726069351772,3.2482222378456105,T_cells
+1895,0.6548694921875,0.146941083984375,0.362764360579803,4.833801014641961,5.536759706645276,-0.1803368438445661,-0.3357647561388678,0.6210124534251206,-0.673712496985462,T_cells
+1896,0.84017578125,0.17644439453125,1.6169789272403332,4.781090115909909,5.121200857998103,1.942839806466396,0.441793540041311,0.4706837927850906,-1.3670476928803208,T_cells
+1897,1.069940546875,0.0875341796875,0.5724666809808834,5.258736008601346,5.317845474969937,0.6482538033305629,-0.646241364703332,0.1017875567064274,0.7620089899372354,T_cells
+1898,0.91682734375,0.169133984375,0.8310273521173475,4.847003240157008,5.396434353679572,1.1447466449393735,-0.0197030472636823,0.0789174578680176,-0.1198209419576055,T_cells
+1899,0.69745609375,0.134764443359375,0.3449310247542894,4.547913500823647,5.170988078970265,0.9150677753750468,-0.4202334566163932,-0.6408717680753016,-0.2216346647930749,T_cells
+1900,0.930090234375,0.113130244140625,0.9523437171610292,4.825190851339371,5.641193991016635,0.377934503320494,-0.0463599699332866,0.207472283060066,-1.2878545059090318,T_cells
+1901,2.09881640625,0.47816984375,5.512750636885926,2.657197546106582,5.394782150462564,5.557542721356974,1.0447388993703322,0.1521902930617637,4.96369738567513,Monocytes
+1902,1.123743671875,0.1185071484375,1.8629884156550875,5.325935957332794,5.758390379102226,0.6485641025498102,-0.1477602989268098,-0.2322328968261107,0.1304258247289148,T_cells
+1903,1.164136640625,0.159652392578125,0.8241477337783181,4.511882528393331,5.382486597769194,0.5517557911065105,0.028854598638901,0.0249284213235173,0.7187017811943673,T_cells
+1904,1.05101265625,0.100349921875,0.878663661858964,4.989762548622736,5.443789820429834,0.1428028605598653,-0.4873632915330547,-0.3005175829931425,-0.1825485670108232,T_cells
+1905,0.974007109375,0.081476171875,0.77665972975885,4.840921875883742,5.2086473654447545,0.5633168971578434,-0.4309955046359395,-0.0200784160016658,-0.9275564416336144,T_cells
+1906,0.764794453125,0.158200751953125,-0.9090051891174422,4.769524758529469,5.799640237810523,0.2946167153624272,0.1863051675843021,0.377884455746746,-0.3407168980304649,T_cells
+1907,1.186605546875,0.10798439453125,1.2094333219860662,4.597740723245517,5.647944919893454,0.9680912403977284,0.6148149267622613,0.2675032866603877,-0.7489773532053254,T_cells
+1908,1.10326796875,0.08373615234375,1.9705799491338447,4.877336248108532,5.556220605761243,0.5078504453277473,-0.0271655312546868,0.1115178459419953,1.0074161348044075,T_cells
+1909,0.9412796875,0.13309017578125,1.167223351098419,5.298915843087684,5.109015069410998,0.7147142758671692,0.2829743988546155,-0.2125277935220581,-0.3241215973790521,T_cells
+1910,0.8851321875,0.160617353515625,1.3651901454974245,4.80764711072084,5.608229874826752,0.7320848592016717,0.2382018720513075,-0.3166501525397722,-0.0021655870466266,T_cells
+1911,0.803211875,0.09836779296875,1.9704807133632536,4.914239481805981,5.466274026079097,0.2472329037835113,0.5093759914918733,0.5032363802601492,-0.0112312957733059,T_cells
+1912,0.834644140625,0.096525478515625,5.061859029074199,-1.9069052431382607,5.107767289465907,0.2634197892901685,-0.0898084316397676,5.709882612738511,-0.6747637713044123,B_cells
+1913,0.770109453125,0.18045005859375,0.8460014870952415,-0.0706969310085262,4.925547356187795,0.412674047359441,3.848347428023208,0.3439018366726121,1.0118114415301367,Other cells
+1914,1.16836671875,0.15162486328125,-1.2116712060899415,5.102818318633474,5.426481452565146,1.0825556692559046,-0.2981477361830651,0.3300770089616662,0.5294497335977983,T_cells
+1915,0.813288984375,0.10403693359375,-0.8235957607138955,4.740022914454823,5.540705198959826,1.0135599571376572,-0.1235387512193916,-0.4654504958166877,-0.8563356435990215,T_cells
+1916,0.6365251953125,0.118763994140625,-0.6767655012144662,4.73150791519375,4.717259241077555,0.3181416208388992,1.3096866909335667,0.417784019861065,-0.3220162349168181,T_cells
+1917,0.776775078125,0.128388994140625,4.798565171454446,4.452895091873844,5.492877731523271,1.0562209543955006,0.098688210865647,1.475892435337929,1.118929089974117,T_cells
+1918,0.6362465625,0.126504677734375,0.8539195175727113,4.312938925464935,5.160571497122814,0.2832617696454279,0.1222127867617843,-0.3935719989774217,0.3376984052305292,T_cells
+1919,0.861900390625,0.113786748046875,2.708808215250849,4.371096366062295,5.298141156354839,0.0578332247478585,-0.5735506149571082,0.0984531113452583,-1.7274171052185088,T_cells
+1920,0.910818359375,0.12267904296875,1.9165998843931904,5.520785007316158,5.417693499757059,0.593002449953665,0.7706643516713327,-0.3170161683165797,-0.4655476413548295,T_cells
+1921,3.364891875,0.389553671875,-1.9010984320727968,8.018389293526107,6.497025616160872,1.5541003208129598,0.4072586009812814,1.2765843134807215,3.469584439772169,Monocytes
+1922,0.824638984375,0.0791219873046875,0.2622042732523311,4.267718349633632,4.465053443732471,0.8239209820622644,0.1827058691465858,-0.1737549894566444,0.750580136848898,T_cells
+1923,0.735171328125,0.093274140625,4.983707176300673,2.1012913019094013,4.555692785386023,-0.0484699223638207,0.1893245965614709,5.603534637469361,0.0718443160884496,B_cells
+1924,1.045234609375,0.139558642578125,0.8232969587465693,4.210973866302987,5.085488433114165,0.5486626702235522,0.1234222000996137,0.1672901557437142,0.3715465971791087,T_cells
+1925,0.7849703125,0.131921181640625,1.1151924222630816,4.196964432585449,5.494878459576372,1.073328004663152,0.392749784410821,0.2669716574909277,-0.1286348379085043,T_cells
+1926,1.21076140625,0.1460559375,5.060438424809194,2.083155761798542,5.536811741647553,1.0406298384360646,-0.6967213431362427,6.361162535169234,1.9990236854786856,B_cells
+1927,1.03216359375,0.122967685546875,-1.037924814226327,4.610700793992412,5.344881802611431,0.3559467370930708,-0.0483653656014205,0.1397962445169978,-1.168513629797005,T_cells
+1928,1.09202765625,0.162978154296875,0.6339339086747982,4.71264025208067,5.392890077842027,0.4912582811251155,-0.0032447479497517,0.7208745303661059,0.3419089080193453,T_cells
+1929,1.06579390625,0.18790091796875,0.6135000475299233,4.557379582042576,5.220074338188586,1.01616399090425,2.1287253764872847,-0.1234328053958861,0.5344459029117591,T_cells
+1930,0.828779140625,0.077172255859375,5.513804099331583,1.5064366140661405,4.963338099920686,-0.0626254175814688,-0.2131872027692342,5.243508146973724,1.520829260878103,B_cells
+1931,0.9478040625,0.121814296875,3.523181423085921,0.3500618834030951,4.275080906975241,0.855359242361427,0.2928683602899362,5.322459953486119,-0.4028396850140825,B_cells
+1932,1.0798603125,0.116029931640625,2.307641417614121,4.086756776817952,5.133966318667154,0.5801652435570126,-0.0929409708124597,0.087544010942091,0.0226804713105812,T_cells
+1933,0.965496328125,0.116889873046875,0.4087500284493015,5.360703635011634,5.345216352383551,0.7476077968305408,0.0870300030625238,1.914580566267838,1.007605882423152,T_cells
+1934,0.791625703125,0.146200556640625,0.2985069637863298,0.1824706602137138,4.22625790131229,0.3514851744478105,3.264809374712406,-0.3148333677236204,0.0970817407898876,Other cells
+1935,0.90926609375,0.104391591796875,-0.4437145526801903,5.279975944780645,5.536480481504896,0.8812564098112357,-0.0693294587721246,-0.1747632263514371,-0.9398500923488105,T_cells
+1936,0.964895,0.13323119140625,0.3199264341779754,4.377467916451058,5.229782874333639,0.5822435216329332,-0.1694172295749978,0.1229726794831684,-0.268679168012459,T_cells
+1937,0.934214609375,0.130939423828125,0.9606383064079898,4.98376755757235,5.412840651432364,0.3775710061855539,-0.2451677509001442,0.359951463601559,-0.9715204484269152,T_cells
+1938,1.11424515625,0.088506943359375,0.4656937858468339,4.965481999531717,5.125971594656757,0.7850705338236532,-0.1602508840992955,-0.2121242713982682,0.4719071648464598,T_cells
+1939,0.76612625,0.14745296875,-0.1160322521007951,0.6346728325588097,4.555009807092955,0.5326881663774905,2.797138658858313,-0.2883578293327244,0.3481902940788458,Other cells
+1940,0.70230453125,0.13068857421875,4.9214193618641815,1.8310357467344447,5.144480964457325,0.5773536691060766,-0.2080892255903605,5.866542884051722,-0.0416676752595678,B_cells
+1941,0.698238359375,0.110884072265625,0.5336268809254012,3.772645310716588,5.084816153749229,0.2777031779956089,-0.0654303715769707,0.654258159631274,-0.3545566809209159,T_cells
+1942,1.33546,0.2982162109375,4.9585017526232615,0.878354190685276,4.435309290547926,2.362364124675689,-0.6266979572260665,0.4998244961740578,3.966884719183241,Monocytes
+1943,1.11797640625,0.5456637890625,2.529061361312748,1.8822759699109133,4.63566829630269,5.251291419095454,0.9864321866401587,-0.3440813758184137,3.5685445671013043,Monocytes
+1944,0.743791640625,0.18320751953125,0.4617192898499292,0.4361122017740501,4.755683545213387,0.4856898559897318,3.119929294358994,-0.8990523373731516,1.2389448659971112,Other cells
+1945,0.88042578125,0.09045126953125,4.980669480072328,0.2664835232796336,4.955620900661341,0.6338356373985615,0.3532673898875389,5.335800090895887,1.2717154113690392,B_cells
+1946,1.22818921875,0.58890359375,3.124432827728702,2.611896701196029,5.153710184584319,5.45452084712154,-0.1350246037348374,0.3309667659352463,4.325702919109557,Monocytes
+1947,1.71868765625,0.17966212890625,4.739179690605326,1.1137207638561926,5.474385967674474,0.5441374360589326,0.4290712938267648,5.794818754710053,2.2163336707863466,B_cells
+1948,0.9450284375,0.13362845703125,4.4002773921242975,-1.234366934612811,5.257552330077602,0.8590782418502345,0.4339451438030398,4.991010631722447,1.4923191660837327,B_cells
+1949,1.36881984375,0.26808322265625,4.898513648298405,1.9505684547772384,5.356779101452916,1.995550816214176,0.8287031787580403,5.41302718848576,2.011891463167461,B_cells
+1950,0.8413071875,0.123902646484375,0.8285308288194432,4.999498571276666,5.55084195645028,0.5162470982933303,-0.0985385579862901,1.009352069387144,-0.6912030772451179,T_cells
+1951,0.760635546875,0.09617982421875,5.88355176218253,2.9933449854938576,5.117659987129482,0.5744102150192516,-0.177287473704739,5.35057017494736,1.2535909309820576,B_cells
+1952,1.1143825,0.106838203125,-0.6382514791467288,5.225974744405887,5.422633710453034,0.7818910301211599,-0.2013368972370193,0.3376595551122532,-0.5304006849655438,T_cells
+1953,0.5824031640625,0.10293814453125,1.0213968081173044,5.082762205823072,5.586157092095331,1.8287266980356744,0.2202428413029971,0.3655163727683559,-1.2184573855449468,T_cells
+1954,0.64703890625,0.123858837890625,0.7032189255885772,5.175656776121043,5.542847409012806,0.6695691763623601,0.3611917369660373,-0.0168158090402622,1.6523844575110374,T_cells
+1955,0.951888984375,0.108167421875,0.3944641622979719,4.650940736703494,5.259437426133589,1.0023635338107582,-0.2400861818183438,0.1783894640283225,-0.7651217410697325,T_cells
+1956,1.136016875,0.11534642578125,4.194422317475518,4.46429794277041,5.37748287944348,0.9871258828513936,-0.1472330682807277,-0.4866788986896436,-0.1016232525266214,T_cells
+1957,1.038622890625,0.081455771484375,0.0284864530069988,3.9191285665136046,4.87586942181995,-0.2330283450647481,-0.1753808087605368,-0.2312742693436515,-0.2399610280753168,T_cells
+1958,0.866960390625,0.1136529296875,-1.5610606395823847,5.334989504533407,5.337501264401953,-0.1979132017447111,-0.1397585015249999,0.4049256096813822,-0.5774456906546913,T_cells
+1959,0.85844796875,0.092547412109375,4.277508501339631,1.9638097282106224,5.212114263252047,0.0464386914831366,-0.1403351951338427,5.095296573470957,0.4596362326090167,B_cells
+1960,1.25740078125,0.138344052734375,-1.2055173807319448,4.540295953075177,5.35815061893749,0.5442278752282959,-0.2164576173724158,0.2896946792251523,-0.0099020905358778,T_cells
+1961,0.867243359375,0.13690861328125,5.148920037541945,0.8022531817144588,5.540897189382486,0.7345478259500056,0.096455504971632,6.173343337222371,2.611155000040106,B_cells
+1962,0.9472365625,0.12551271484375,0.7611543814458854,5.320401815016174,5.42478248193872,0.8128035519190466,-0.3111748674762475,0.3766614062507514,-0.6722060823526536,T_cells
+1963,0.77908265625,0.0728035302734375,3.558734750779165,-0.0031988369123373,4.6214001826482285,0.7334175954338656,0.2777669093884827,5.921092464155191,1.6428518132829797,B_cells
+1964,1.331701875,0.144688896484375,0.2597735717100182,3.794017443813797,5.293330243901773,0.702272953714063,-0.101797274538027,-0.0491943278819143,-0.5910956014414096,T_cells
+1965,0.8307959375,0.0774663037109375,0.1290239234778124,5.093589461972817,5.467095122368365,0.53236806427952,0.017485350633455,0.718557695678847,0.3642273541798532,T_cells
+1966,0.84964296875,0.1287442578125,1.915164997986324,4.342484124230446,5.567577830558992,0.9460473555478848,0.0394292964659606,0.1754534132748084,0.80863709766568,T_cells
+1967,0.842698515625,0.14217869140625,0.3033710078130334,-0.4271986530629273,4.477230866913063,0.4858566258955518,3.695854636390287,-0.6127463635702428,-0.223598876433081,Other cells
+1968,0.91348359375,0.15643166015625,0.9992465232799256,4.961189326307359,5.358587711662427,1.9429456324357048,0.4521695199298067,0.0422397101685068,1.0920521942472132,T_cells
+1969,0.731029921875,0.125863759765625,0.7577752957516524,5.150140828234863,5.554221966522473,0.6457737371912795,-0.3085214729931412,-0.0403080174090859,-1.0403096452873664,T_cells
+1970,0.67069875,0.09998265625,1.7625873480341698,4.861866525052776,5.274295881157005,0.3256495998684914,-0.4888795361245246,1.478719387244491,-0.9787505073870302,T_cells
+1971,2.06220109375,0.26397486328125,2.0884433260174338,6.4611806504513245,6.018932977633349,1.3887251248350698,4.600991262166988,-0.4209386631761301,1.214252587055339,Other cells
+1972,0.859361171875,0.117584189453125,4.889255394340462,1.962788512979054,4.81807701505677,0.5066158324910668,0.4415051508221999,5.897199607366589,3.4007613008741395,B_cells
+1973,0.87574984375,0.142145078125,0.8565508141275471,4.789548420286701,5.435245249415122,0.5074095242057147,0.075440006911903,0.3682198861498016,-0.835185099482576,T_cells
+1974,0.5202115234375,0.105275546875,4.20843856205531,1.5300578307201265,4.780887944050315,-0.1566689663647608,0.0758723382906111,5.904550301677754,-0.6671939578555924,B_cells
+1975,0.783995,0.158603427734375,0.9150642152263432,4.325927170754847,5.230399619990521,0.5044908171728844,0.009503348333741,0.1099205922470622,0.5636331202992126,T_cells
+1976,1.34421515625,0.118195087890625,0.5359988375778473,4.966196924755898,5.402932608295358,0.7743544616516286,-0.0553598953029545,0.3508192460869191,0.2818503039055396,T_cells
+1977,0.616293046875,0.203619453125,0.8108692444560887,4.046111021697295,5.133923125978221,0.877851909410295,-0.0571101736068385,0.3220369528934083,-0.3981541249420187,T_cells
+1978,0.4689795703125,0.11512138671875,1.6899499533979858,5.313386272279516,5.542453662920526,0.9872936088859524,0.450229586619883,-0.3587838685043958,1.4023101876212534,T_cells
+1979,0.905066796875,0.18774068359375,-0.4207080073116428,0.6512716788868674,4.856875006667831,-0.0848350305692082,3.8609052355989735,-1.404146816701513,0.210645583959872,Other cells
+1980,1.39539984375,0.131241865234375,-0.2656728020137383,4.876445841813488,5.059686165353613,2.3041932279721458,-0.3633321414554761,0.0120712499198231,-0.750887688621186,T_cells
+1981,0.8409821875,0.126340849609375,0.5748632263447058,-0.0528522544390675,4.287253345237511,0.3803611993326715,2.408585518119297,0.8401612650523617,0.3359338994815203,Other cells
+1982,0.956855625,0.134025732421875,5.497674797241405,1.6298084021664898,4.976892420588028,0.825027357995749,-0.6114957999287055,5.073651507413292,0.7179910337086426,B_cells
+1983,0.92052515625,0.125491103515625,4.767608478143785,-1.2588800030992409,5.116148832925789,0.9544980882497164,-0.4527139357765341,5.45294014859769,-0.2818880174041855,B_cells
+1984,0.846824765625,0.128274970703125,1.1760916532844692,4.006822605543322,5.595929953231652,0.7664755990604198,0.4603987796040891,-0.2054170684581293,0.362108927307893,T_cells
+1985,0.827614296875,0.119727744140625,0.2644740356568709,-1.0506703686284642,4.344350979274093,0.6603733824427314,3.5421076081905887,0.2197449901857297,0.1238614956572171,Other cells
+1986,0.823560078125,0.16661234375,-0.9943134438338505,4.508426197774991,5.391625583528684,0.8688325238059988,0.3997065443671851,0.1650912341087173,0.8801979639085294,T_cells
+1987,0.780288125,0.070251904296875,0.7008966029942715,3.776626587852979,4.731586189791408,0.9757662450232713,0.0258635922961745,0.1509577337727096,0.7203927272247377,T_cells
+1988,1.10748234375,0.13812501953125,1.0719172701855773,5.051068359137479,5.306351647142987,0.231781725039176,0.1687131342391333,-0.2796522756580017,-0.6924006538502019,T_cells
+1989,1.0937584375,0.05665423828125,1.3901769090190232,4.770085914824465,5.4063936403781385,1.218867643950265,0.0194272640990804,-0.2121253823800006,-0.3078742077041501,T_cells
+1990,0.746206171875,0.085362421875,4.18527983958456,-0.6594758127043853,4.6704429121425415,0.7465093560333522,0.1635222245898852,5.445789973552716,0.5922226003823086,B_cells
+1991,1.587543125,0.247678125,4.75998934252683,1.9469624481557544,5.714572180156707,4.047044231987186,0.4550636631454519,-0.1315094205416581,5.473361462844062,Monocytes
+1992,0.79378046875,0.150656298828125,0.9512172361555448,4.488286821380777,5.356698666277594,0.3567678483599644,2.37126165725341,-0.8792839888912953,-0.0922567126407851,T_cells
+1993,0.666876015625,0.12866083984375,4.030326461165119,0.6342495617138627,4.732522716402093,0.1220455937096589,0.231571541393337,5.743985331167047,-1.5061156987041673,B_cells
+1994,0.87801171875,0.1639005078125,6.2595950687302135,0.667077726489046,5.84925899200543,1.6677501812233744,-0.2964896786009821,6.043922577217885,1.817648062461104,B_cells
+1995,1.200621328125,0.113806572265625,1.2834635323619403,4.692251058568746,4.661712264307038,0.9964936574242148,0.0392891578173048,-0.429484144102157,-0.3891363753051829,T_cells
+1996,0.881074765625,0.127149189453125,1.4272653637066883,4.916446975977211,5.440608201964674,0.0935037521555688,0.1633276757483799,0.1379253821495108,-0.4260316550520059,T_cells
+1997,1.4733759375,0.38169234375,3.1261947062542927,1.757495226889144,4.185674170393712,4.987948848721933,3.5392605774545425,0.2892487761740526,3.780395302457145,Monocytes
+1998,0.99455859375,0.132317841796875,2.6966720950414524,5.182341108792366,5.522986130856209,0.7160940351610009,0.1269699873018408,-0.2726271905051852,-0.9410141433528344,T_cells
+1999,1.08250796875,0.11178421875,0.9523658195248352,4.487246135611132,5.634468936813422,0.4167561403948122,-0.1486798979904965,0.2655173720851412,-0.2453965981147336,T_cells
+2000,1.202280546875,0.1521139453125,-0.8475839860692115,4.591457470212228,5.263473046911032,0.9337925748519506,-0.0103572780187632,0.3098493704036624,1.0082122988993978,T_cells
+2001,1.190018515625,0.069977060546875,1.9639271485741243,4.685602167003041,5.626812811709504,0.5140646994160607,-0.1646832693673762,0.6441535169412343,-0.926369962846793,T_cells
+2002,0.64054,0.1425885546875,-0.4630554863766442,0.1248319853025408,4.698285684958252,0.721097270361227,3.3518070711069914,0.2455546048972851,0.9883582196148312,Other cells
+2003,1.56991671875,0.209724296875,4.577495897951582,-0.4730346777064845,5.340522351592601,2.531984400750917,0.7818207089096181,5.144260847019479,-2.102355183096028,B_cells
+2004,1.2348134375,0.4749274609375,3.419584373086441,0.9076781829277112,4.460079769252856,4.53630613474557,0.5384889748531492,-0.2366111306690869,2.828944487133304,Monocytes
+2005,1.14432203125,0.14530701171875,0.5754346240256343,0.7816851953168616,4.551724720324938,1.1489128056772548,3.6442467524891744,-0.7793494145844728,1.1554982581742677,Other cells
+2006,1.4271778125,0.5387534375,3.757570228361652,-1.116061081951505,4.951120463084513,5.092815554272329,0.8841189006599557,0.5438763596019762,3.3591836812372176,Monocytes
+2007,0.744594765625,0.1012140625,1.2800590462693813,4.834358557367455,5.183422348450406,-0.1083469644496365,-0.0715882938684407,-0.3054340047300709,1.2619734890372551,T_cells
+2008,0.7889340625,0.10840326171875,4.752797458620269,-0.0197111453273142,5.201852160433113,0.7742029429522694,0.9622603982667304,5.893451161125229,1.881513393372629,B_cells
+2009,0.921542890625,0.122853662109375,0.6113669521484548,4.727847021099267,5.454227365038023,0.501725650179088,0.0233233106662809,0.4963848891665893,0.4921841668738466,T_cells
+2010,1.128444921875,0.146057138671875,1.1678936251189376,4.551196275516162,5.516271417509487,1.3993919781873172,-0.2417950050137068,0.3631547699483999,-0.8462762250109724,T_cells
+2011,0.8964153125,0.09394625,0.5826612956348779,4.943806128074125,4.99599599749742,1.1030484273935257,0.686286334213858,-0.3387118338166118,0.9186607674573082,T_cells
+2012,0.806149140625,0.099521181640625,0.0473876180628153,4.92469949790331,5.224036477591243,0.4881369992425534,0.3634413725142533,-0.7813337076720882,0.1862343188507515,T_cells
+2013,1.085605234375,0.118609755859375,0.6795588345687958,5.538228524114257,5.460178631845701,0.9976813456466412,0.1907427754494316,0.3546354193220777,0.2523641708614936,T_cells
+2014,0.70872203125,0.0819988671875,1.3075013493634926,4.386553634747913,5.126318148473954,0.3892247237696375,0.4725806051757003,-0.5863568908957565,0.034575866539077,T_cells
+2015,0.950351015625,0.166576953125,0.619811565098718,4.567223965732422,5.501115539894709,0.6083657904044745,0.2291783591578212,0.8870692553653534,-1.0187488643072318,T_cells
+2016,0.635320390625,0.12332115234375,5.4857692472356,2.372284047883411,4.862586957128783,-0.1625957232300896,0.7612031214747748,5.615540533894318,-1.0731478065690725,B_cells
+2017,0.6490172265625,0.14326306640625,0.4954147580470246,4.377817296315119,5.401543406699225,0.7326015213879804,0.2376277877818612,-0.0684804911819996,0.338574445691204,T_cells
+2018,0.502610234375,0.1681990234375,0.7547536271232056,4.640664094101695,5.245154548227891,1.3280623895292687,0.827800694133918,-0.2878440766249902,-0.1548568398099966,T_cells
+2019,0.795859375,0.10313138671875,5.161208776780442,1.482400557412663,4.823766733162077,0.0987270795724768,0.523431725484946,5.698568962166614,2.048806565180934,B_cells
+2020,0.87680734375,0.126340849609375,0.712466364137341,4.541873260646304,5.590022988484147,0.4729211857346639,0.0769496807528803,-0.2406705654096981,-1.000752268190832,T_cells
+2021,0.63734890625,0.19027369140625,2.297553787637938,4.201198633578292,5.354145766662934,0.677226925368704,-0.0325196384412496,-0.0608428916303477,0.95907225964539,T_cells
+2022,0.86553609375,0.12575755859375,0.4932364866044006,4.887208712279254,5.5288594745597965,0.5525738904501062,0.1804459663449623,0.0340807285239673,-1.0348160204880348,T_cells
+2023,1.129618984375,0.08893662109375,2.7597888638406016,4.680130503749064,5.532382251461227,0.635290315433906,0.132648555186182,0.6721348594430182,-0.8399594739754872,T_cells
+2024,0.4532365234375,0.1083924609375,4.836583768322817,1.8217687212631288,5.041971809174981,-0.1357012808910904,-0.6997975732306474,5.442257700646031,-0.1186086462129588,B_cells
+2025,0.73739,0.1837416015625,-0.020011426398839,4.783011212044623,5.774741832056196,0.7553632241746883,-0.2475107195031962,0.6303476213287518,-0.0117480247874449,T_cells
+2026,0.797279140625,0.25073095703125,0.1129535431741373,4.596854358686057,5.534792059839398,0.632025137762486,-0.3969391095177052,0.2933875135516848,-0.9694053041468892,T_cells
+2027,0.715183671875,0.1950037109375,-0.1222324596695084,4.357501191337258,5.085374348999756,1.217445269721341,0.0526987355883929,0.8754940588006985,-0.8516617280428822,T_cells
+2028,1.205642890625,0.08197185546875,2.73461721078686,5.013075635933526,5.336037086361905,0.0412270487604036,0.3132388920204613,0.135695204270676,-0.8943115577672345,T_cells
+2029,0.99903109375,0.115177197265625,-1.6421516849579256,5.0042270135865055,5.637979558932712,0.3874528272525304,-0.3779442518294426,0.3379614514491144,1.1673470302016131,T_cells
+2030,0.94695078125,0.135908837890625,0.358179672110716,5.673425312004748,5.874698912373218,0.6463228161947737,0.1047358517468064,-0.1962700753338897,-0.729330382616119,T_cells
+2031,1.009055390625,0.129172724609375,1.341178852938002,4.73273364753605,5.3052329490230665,0.7961186953423118,0.1627436917637878,-0.1002732975007221,-1.06936974590967,T_cells
+2032,0.865230390625,0.092113544921875,3.5894165217425624,1.0403304916324274,4.667608311655569,0.627466164398401,-0.301056993264597,5.668450818090803,1.2832382459304608,B_cells
+2033,0.72545625,0.110385390625,5.063080942702767,0.465865069995757,4.678641141488963,0.391768530482922,-0.4901458975401491,5.146499867115999,-0.999482906746747,B_cells
+2034,3.2124546875,0.942809375,3.637689757838042,2.5386580523112614,4.965245283029888,6.29423603080017,3.0697389921205502,1.205865674722333,4.627742217534496,Monocytes
+2035,0.887383046875,0.1283259765625,4.756363403269861,-0.6305133640006421,5.116904839941471,0.3600831134091282,0.1483814400936356,5.488191725840068,2.0788369849130865,B_cells
+2036,0.60129921875,0.15048046875,0.6445453825626443,4.89924746688877,5.691266520199807,0.2975023190764703,-0.0828207879772315,0.6438331162210671,0.9749703492644256,T_cells
+2037,0.974165078125,0.126095400390625,0.7086618112767169,4.779136471391299,4.753047918579672,0.7735041229178725,0.1507340340038339,0.4193735854591632,0.7338220350334944,T_cells
+2038,1.485956875,0.47782921875,1.2447462681707877,0.2614438889542372,4.436799835342799,5.318408800732829,1.003825730917768,0.3585977938506524,3.065217337941057,Monocytes
+2039,0.871177578125,0.125369892578125,0.9639786831637104,4.478368274208008,5.568285438145352,0.6418812350513794,0.0405532578223101,-0.2220285926250206,-0.0279387337398819,T_cells
+2040,0.935897109375,0.0768752099609375,-0.422968577557346,4.964814792787887,5.171371208573486,0.628286251917476,0.4666437275606407,0.1083816013102036,0.5560645476534178,T_cells
+2041,1.428594375,0.3087127734375,5.12799195619915,-1.9735914501788765,5.677165522925326,4.839375977938384,0.170626623736985,-1.0061026019246002,4.999191314434326,Monocytes
+2042,0.83110546875,0.1666417578125,-0.0107444822144591,0.2925249058134811,4.669795857198884,0.1257431742906153,3.765289100514063,-0.3964734755398945,0.9117454384802404,Other cells
+2043,0.744600546875,0.086245771484375,5.496901452116783,-1.0041415045862911,5.213148960835063,0.5699853485192308,-0.6683179013713523,5.582481910983809,-0.9458749515692452,B_cells
+2044,0.83165640625,0.111749423828125,0.1226817653066217,5.090900260784246,5.335204872055684,0.8060866075616008,-0.458467272047855,-0.0911943253118431,0.6098899017045604,T_cells
+2045,1.17087875,0.098585029296875,3.01080667505136,0.3456431793526786,3.902183836355673,2.0916347766060293,0.2343646973254991,4.453133768226397,0.747663109379259,B_cells
+2046,0.8848490625,0.111047900390625,4.707171930651262,1.8740440151560904,5.104342988639444,1.2281439306612751,0.5835853659629696,5.076138368138804,1.1184436418487838,B_cells
+2047,1.99197109375,0.22253087890625,-1.7954836068079498,7.766255131363541,6.0874644154926605,1.3621438688444398,0.1845919443447766,0.945374466585294,3.202813803976805,T_cells
+2048,0.69224234375,0.120409462890625,-0.4316450995486711,5.1348535921374125,5.737694580725104,1.831710582314945,-0.21660820665218,-0.3680844113396719,-0.735282273285706,T_cells
+2049,0.708362109375,0.095587529296875,5.883897152342403,0.5245849887170311,4.616146398676573,0.1388821106551925,-0.0004254262946723,5.531586076757824,-1.815297072346128,B_cells
+2050,0.87449375,0.17947310546875,0.6423507613682633,0.4698807652452154,4.907565434944633,0.9174949781979136,2.854659715175085,0.0277184640540917,0.9528440411472288,Other cells
+2051,1.28588,0.5574002734375,3.387322787348068,1.6520418420254783,4.60840745787973,5.491126803069621,0.5502566962586515,1.040254352321501,3.678176944024634,Monocytes
+2052,0.885147578125,0.115012158203125,-0.7599699400621909,4.681937664330978,4.7558559498859605,1.868913157623639,-0.0793915921298416,0.1666729421103278,-0.3922721463958554,T_cells
+2053,0.89147171875,0.15692375,1.607336464277554,5.089669838535754,5.680500941198485,1.0680235033093144,-0.0618998182858378,-0.3938912945771427,-0.2753037477969097,T_cells
+2054,0.81155421875,0.101293876953125,1.0966635177679702,4.704582985920187,5.489870533466455,0.7466798938381752,0.1739734259276605,-0.2527963985040913,-0.1583152623665611,T_cells
+2055,0.921773828125,0.184806796875,1.1907895414280458,4.165749261592792,5.400695396899328,1.0319649214960394,3.4892258293858127,-0.13263621406546,1.170374124355542,Other cells
+2056,0.94705859375,0.0811233154296875,5.537597093095759,2.016390123275604,4.799220583565911,0.4983483982846092,-0.4586122644011248,5.81866367470886,2.081534116248306,B_cells
+2057,0.81156421875,0.096787724609375,1.166689685088371,4.470296265040068,5.321219318467587,0.531650605130192,-0.2696709856166263,0.6278837678358846,1.252485757481129,T_cells
+2058,0.75247203125,0.090099013671875,4.6002041622008765,1.2285574004827633,5.149336248771211,0.182010947374116,0.7188547712672275,5.7859871989772085,2.1530831121086003,B_cells
+2059,0.9516078125,0.139624052734375,-0.4573678007493551,4.060138912367076,5.232150522567226,0.7902106896547233,2.119406896690996,0.3252763071765065,-0.0225043233934023,T_cells
+2060,0.768258515625,0.114962353515625,5.272501964668097,1.9959201424975053,4.874655934200732,0.2739674263624356,-0.0182991948568468,5.366640911853257,-0.1307856540166716,B_cells
+2061,1.054646875,0.158597421875,1.5747948803440175,4.786697768485286,5.492827541352438,0.6424567594850641,0.2822042815644115,0.2673713934766693,-0.983753102704171,T_cells
+2062,0.900482421875,0.515913046875,2.8505065253259483,0.6167445207787383,4.49655951354762,5.104919451775149,0.3783951873363492,-0.4412338586439762,3.169196227611517,Monocytes
+2063,0.9666840625,0.111912646484375,0.4964134816626699,4.017656834597823,5.029956540726919,0.4746080518005623,0.3368815807161779,0.0174090984366406,-0.3037330732335651,T_cells
+2064,1.02174265625,0.102213232421875,4.1326541503895005,1.941015724308424,4.987807808465893,0.5806319374328213,0.3354670869842989,5.491992306593226,2.179444661464005,B_cells
+2065,0.9378975,0.110577421875,0.7436487553870681,4.148083462077376,5.290391740592905,0.9975309345558844,-0.412248045454439,-0.3541964360366549,-0.8180306568139313,T_cells
+2066,1.08125671875,0.102732314453125,0.4453063531701922,0.8039900205439322,4.102593157635573,0.4665218273080972,4.072733045324976,0.2348310550913843,0.4497160336467081,Other cells
+2067,0.68685796875,0.090037197265625,1.0719249315432382,4.929918254524078,5.416266688166043,0.2958810754717172,0.0300014414526435,-0.2083247913790768,0.6544784091399141,T_cells
+2068,0.802078828125,0.077943388671875,4.7656277572358565,1.1722616890973012,4.9300502002128255,-0.1071328963189147,-0.320475261726778,5.923162140034288,1.0681361763148165,B_cells
+2069,1.04609984375,0.0945649609375,-1.38327497650382,6.5567829812841,5.134275016792374,1.7977051817921743,0.4489840799313941,-0.3372043563053674,2.275815383269822,T_cells
+2070,0.998949140625,0.149973388671875,0.1720764955026844,4.841443610719857,5.069724307718345,0.8734045447175578,-0.4822125613932945,0.4700144647708195,0.2729116258587596,T_cells
+2071,1.084503359375,0.15366759765625,0.5379306075751829,3.902980960300968,4.896641340022059,0.9665986731898696,0.3641220823439343,0.0661694714089371,-0.763502593624262,T_cells
+2072,1.098875703125,0.1318263671875,1.2250261308650503,4.283695792599666,5.302021955448584,0.5922834499754772,0.406369848640303,-0.2287642645269481,-0.8398626957358171,T_cells
+2073,0.819804296875,0.10691921875,5.522136513705752,2.784881794062423,5.149347896854667,0.3618328912902736,0.1651007104980444,5.483601066030005,1.5330528085031667,B_cells
+2074,0.8805021875,0.09477859375,0.255597495036396,4.389552161703675,5.599274753376985,0.704740475222987,-0.4675376107778261,1.1266169374386867,0.0439355199436915,T_cells
+2075,0.71762484375,0.1633148046875,0.7772633021703477,0.6705662956279735,4.4429171081138765,0.4033440480048721,3.854790465021549,-0.3129437551944777,-0.3402888336340277,Other cells
+2076,1.269445234375,0.10948583984375,1.0496015133806793,4.871223812791139,5.420596084291589,0.4662031858184031,-0.2916740425508072,0.0390759798695215,-0.9026842203341694,T_cells
+2077,1.14003921875,0.10503189453125,1.4598599522745206,4.84055963142575,5.4624084721108295,-0.0683754929420168,-0.1220198095930171,-0.3660653912933474,1.3331711702478573,T_cells
+2078,0.94853,0.092338583984375,5.106882035637555,2.3522694071357666,4.8191133969595725,0.0211071100199676,-0.8410956866844455,6.088502645857112,1.0489723095650154,B_cells
+2079,0.838506640625,0.133837890625,-0.7742799116122215,4.574945301290058,5.333286706196034,-0.1125188457159623,1.8459895433003857,-0.684950004812733,-0.5883757320935215,T_cells
+2080,1.05078875,0.104413798828125,0.8507477024813118,4.710222397605307,5.461721262359276,0.8415987365130368,-0.2510171294017351,0.367780103618381,-0.4124891669771724,T_cells
+2081,0.9008590625,0.18162326171875,-1.564695286720457,4.597314877697613,5.241269609059492,0.3952670624689616,-0.0041137212093487,0.9881442958754638,0.3954011958006123,T_cells
+2082,0.989602578125,0.21331439453125,1.391507590955663,4.294711270940344,5.260748617535497,1.378755596203986,1.506340191302374,0.9703392121656442,-0.8679208656825848,T_cells
+2083,0.819910078125,0.08569607421875,4.358045352061194,1.3975722718861443,4.547510145931448,0.536749049954673,0.4102197523394917,5.53832287020952,-1.4430498138927192,B_cells
+2084,1.000559375,0.132053798828125,0.0464912884240113,4.984148069636838,5.6602880236206286,0.9020058734092016,0.0322448987208421,0.1739271297806159,1.4345378231134114,T_cells
+2085,0.6250484375,0.10316798828125,1.7866553036099742,4.599247804373999,5.250656211306475,-0.1337245113250842,0.2163008856765157,0.1333472040131008,0.3964745273767975,T_cells
+2086,1.130678671875,0.0771542529296875,1.5464579069052022,4.405752008282062,5.311699656960581,1.6796273927089551,-0.2635181346074602,0.3597118786930929,1.124319215046038,T_cells
+2087,0.75946828125,0.09140962890625,-1.3188653499832588,4.739755842628974,4.969857905453473,0.2249994503974902,-0.2707844422944688,0.1694185576471661,-1.0372820154453355,T_cells
+2088,0.89347375,0.095606728515625,4.2280400687026285,1.6612284801291144,4.456802659257264,0.1317163203624356,0.4650273179083509,5.871791240571874,1.1067444041205212,B_cells
+2089,0.983100234375,0.10644333984375,0.0649565049810814,0.9607944789625033,4.633976564718916,0.539684992065787,3.4740812750483565,-0.4806186865165343,0.7951819210695519,Other cells
+2090,0.742883046875,0.101359287109375,0.6869649910689517,5.840166169005583,5.617918837625422,1.182511207940899,0.1201429075295147,-0.1046449890502082,-0.9360425935857896,T_cells
+2091,0.8141215625,0.135185732421875,-0.000574452280255,4.901391377467672,5.277893199293766,0.8993255218845795,-0.1950271221821758,-0.3374478721188845,0.4005862245977441,T_cells
+2092,0.8286028125,0.1262058203125,5.350280224501936,2.082053868394566,4.619245593003139,0.3964618635106781,0.3859537594861361,5.414377044216121,1.985440425819489,B_cells
+2093,1.082009296875,0.12007640625,2.191066119732964,4.68674002552542,5.451990031326787,0.1351414729825067,0.581452032606111,-0.0025719590232859,1.1515570104268942,T_cells
+2094,0.798975,0.089678935546875,4.119872744916927,1.221966022829476,5.155454276513099,0.3084426569716993,-0.2848334845892982,5.0948327598300525,1.2071100343036394,B_cells
+2095,0.92540890625,0.0770282373046875,6.014999008909423,2.625300438579952,4.7978162342537525,0.0313265083074078,-0.472399118353883,5.7125660303251005,1.3912732335345823,B_cells
+2096,0.894549375,0.101361689453125,0.4286217856985206,4.612838077133987,4.886325226381333,0.5309465824005002,0.2329142861465042,-0.562812744160532,-0.1399632684571795,T_cells
+2097,0.7662221875,0.11646740234375,0.5087985477978841,4.5200790810177285,5.6872109807410425,0.6812179152687026,0.1350899227323813,-0.6584249237811828,0.700796803840889,T_cells
+2098,0.5373422265625,0.0944065234375,3.864768683961021,0.7449156969945142,4.678865774434148,1.4333598023519976,1.0844496135939452,5.033398674410833,2.700736263859644,B_cells
+2099,1.08968796875,0.0981667578125,-0.106861599156495,4.171407784874082,5.19425699758687,0.8299484566499158,-0.4359290767121097,0.4630466064694523,-0.0617422683817068,T_cells
+2100,0.942798515625,0.1499505859375,0.7445197556301805,4.200230874485123,5.050344516161224,0.7412669302313336,-0.4415933743886419,0.6191940662879729,-0.9092042491959216,T_cells
+2101,0.973875234375,0.13389310546875,-0.2850644052911447,4.543800448440432,5.172859085177611,0.5045363032301731,-0.2644164913591564,0.4570578422556317,0.1183204487804877,T_cells
+2102,1.242957890625,0.3298502734375,2.8408748651263367,0.9683994407082376,4.746894047005924,5.189732005981601,0.8622122730642273,0.5169922785645211,2.78988477915086,Monocytes
+2103,0.9257221875,0.093216533203125,0.1006520956642083,4.357106882135898,5.022215547484593,0.986879662065992,0.0718371212976112,0.6631973305293204,-0.3450250783546263,T_cells
+2104,0.78270515625,0.10704943359375,0.8936482569107896,4.79850412938216,5.272903179734786,0.5334818388724836,0.2935771366256265,0.271776031989265,-1.3212673233554195,T_cells
+2105,0.799796015625,0.0705423486328125,-0.1508857702810723,4.535646173371983,4.697952233175921,0.0880685248740383,-0.1213252886388559,-0.0011588581807891,0.9246494910247562,T_cells
+2106,0.795544296875,0.117333349609375,0.4811345642025451,4.235787825355646,5.279662162766719,0.7397911057258612,0.2505638074234951,-0.2162621046743454,-1.1961412623263246,T_cells
+2107,0.962164453125,0.146475400390625,1.932848022733544,6.665140978692835,5.497277759389846,0.7730277922844246,0.4325600264067357,0.2555650135770041,1.7934026128387075,T_cells
+2108,0.818067578125,0.1751673828125,3.0368402943981527,1.8642300909626417,4.77352197849,1.8600797791749,-0.1719653945746972,1.1096440818096314,3.9170439696428185,B_cells
+2109,0.8839296875,0.0713866943359375,1.908061495616162,4.953586232174363,5.2049512239170905,2.1286768383597874,0.1755118159715981,-0.4115262429546102,0.3252441423843422,T_cells
+2110,0.945894453125,0.149874365234375,0.91322969556282,4.439622536438931,5.2403353182386025,0.3568249405428785,-0.058186213427305,-0.0033811943224546,0.0709947558320236,T_cells
+2111,0.826935390625,0.0992193359375,4.304094349140409,1.5047420658773871,5.135580508069789,0.4539224987156696,0.3444841429033677,5.618241963115289,0.4896475917339701,B_cells
+2112,0.884121015625,0.11037458984375,0.3487273119262473,3.909504041589282,5.307691305503912,0.5403762494955727,0.1351378673328716,0.0322093295710981,-0.5393068661552687,T_cells
+2113,1.02048015625,0.1340593359375,0.6888355074424273,4.312236659384149,5.219499110932026,0.9824762111716532,0.0948539881651316,0.1385559304820063,-0.2691765329242792,T_cells
+2114,1.036059375,0.128017529296875,-1.4201465556550965,5.184036596141559,5.358522433524591,0.2251515981483057,0.0566345113366418,-0.4426337369135714,0.5711984508121077,T_cells
+2115,1.0044359375,0.15521166015625,-1.3615051143574748,5.042189178531348,5.567558724543499,0.9519809750200168,0.4248640830877039,1.1676975684508517,-0.7176020446297274,T_cells
+2116,0.704995859375,0.08265296875,3.864021230370864,-0.4295606632337084,4.724043917033336,0.4913181222815888,-0.137963327543741,5.680385643094515,1.514455734785792,B_cells
+2117,0.9767659375,0.106494345703125,1.3549325889128063,4.980721086841846,5.299941381316948,0.8108756174276417,0.0660638701246441,-0.1085934689976782,-0.923589508584344,T_cells
+2118,1.556468125,0.5347452734375,1.7775432083365696,2.456832174990995,4.648523060140287,5.319559501596336,1.492176256559525,0.5546227694526242,3.5753056640732965,Monocytes
+2119,0.906478125,0.08557185546875,1.459746322777411,4.185014928364256,5.425198468346975,0.6467717373417284,0.2349333678955793,-0.3076043235897996,-1.3723793637276576,T_cells
+2120,1.134556953125,0.161387890625,-0.4585005041947429,0.9462423206079073,4.262178042264345,1.614351662495091,3.390884728684507,-0.0792070235224316,0.414580386768427,Other cells
+2121,0.8996940625,0.13281052734375,1.3310967062311454,4.726600520925037,5.537347774692477,0.573274618692528,-0.0518386010866514,0.3229764291759998,0.3850889138713147,T_cells
+2122,1.543398125,0.2267448046875,5.1795326642812105,2.4361983110603087,5.489329731392218,1.948988246994564,0.1061160572386956,6.290344073250767,-1.1871779282354091,B_cells
+2123,1.1202153125,0.1285690234375,-0.0797192278965521,4.630562866765906,5.452550460034383,0.5222952415890789,-0.4891228822112972,0.0975697922207544,-0.5754472224418138,T_cells
+2124,0.66549046875,0.147444560546875,0.3175265450833174,4.847796226810305,5.385832870073221,1.1262158931353463,-0.1802843971622198,0.1063820383483549,0.2396910487561802,T_cells
+2125,1.0124484375,0.145639462890625,0.6933399005228525,4.854103268473596,5.451292622302077,1.5274179506975616,0.2602387332529414,0.8927821761550971,-1.157164001743024,T_cells
+2126,0.863155,0.11989697265625,4.860418093887515,2.761074346042608,5.146982537019414,0.5535825062555196,0.0645364123031369,5.566446130587655,-1.3372707721845187,B_cells
+2127,0.8949259375,0.121463828125,0.0379927329642691,4.178790730950092,5.345612341636446,0.6249232958795684,-0.1203572857077925,0.2738205354221833,0.7330593718974171,T_cells
+2128,0.93800109375,0.11845373046875,0.6833722319680842,4.611366138911622,5.136641417518459,0.2633814113195605,-0.0576154729366127,-0.3685370475238221,1.0049620847605107,T_cells
+2129,0.87288515625,0.129326943359375,0.867430454587935,3.952624137242097,5.185326887348037,0.1844977769315549,0.1745142876318125,0.4816472282531011,0.7454203342917249,T_cells
+2130,0.9483296875,0.113735751953125,2.274509184501993,7.68255446294205,5.689676801203299,0.883980125181044,0.4256964928627651,-0.7329960378643261,2.416967361853737,T_cells
+2131,0.68410609375,0.208914296875,-1.0007359103723508,4.82385650042624,5.154582341234539,0.2751274553825104,0.5296009349303563,-0.1247430819605634,-0.2200403282103318,T_cells
+2132,0.73555265625,0.336969296875,3.389067921799467,0.7413611910478187,5.133408515748863,1.4879835650680049,0.5900708227022414,4.972557004108975,-0.8619544901359506,B_cells
+2133,0.7899878125,0.151792890625,1.5836148549552331,4.481238917767127,5.541938527503166,0.8108689989525403,-0.3906848174290839,0.0689220050422423,-0.3060172234228442,T_cells
+2134,1.2022334375,0.120251640625,0.4411345200217534,4.81514015156636,5.6779852978838425,1.132037952491069,-0.2307537519110598,0.4519214978300848,-0.2965248296603549,T_cells
+2135,1.18916078125,0.144491474609375,1.106710598087065,4.484682507880624,5.644281426809283,0.7132067666205208,-0.2576172952813162,0.9633592666144446,1.1889076014185205,T_cells
+2136,0.647761953125,0.1430434375,3.8314084258517096,4.796974401998619,5.346858384657247,1.0730243890652127,-0.4891472256367891,0.41950942717636,0.825179686197722,T_cells
+2137,0.689967109375,0.1612090625,1.2074750533658063,4.964805678968848,5.947871373883979,0.610352490199729,-0.4310698210809271,-0.3049765218306279,1.020628981807047,T_cells
+2138,0.904628515625,0.102865537109375,1.1555233174844852,4.193823516528186,5.574763508945424,-0.1804761735521502,0.220749449303109,-0.1111381960429792,-0.2920879540781921,T_cells
+2139,0.92015625,0.113628935546875,0.9724883969639836,4.322739035308855,5.149721128216702,0.3169484406966222,-0.0571479449788424,-0.8391980810691563,0.4561721818166202,T_cells
+2140,0.69239359375,0.116546015625,1.4224484786650338,4.692614427884876,5.112307901961436,0.7848747239489837,0.5826800024343953,-0.4384155607223859,0.928087337908212,T_cells
+2141,0.824105078125,0.088040673828125,4.9387076398972045,2.171943279487881,4.8073763587770575,0.1053263610356025,0.1810332885780435,5.621085087257079,1.3084620529568194,B_cells
+2142,0.94602515625,0.10153451171875,0.2637945290458586,5.114563235726121,5.67659061583969,0.2509064951894968,0.1258715700086465,0.4223090856575755,-1.0121444785145597,T_cells
+2143,1.181600546875,0.4307452734375,2.992876134035063,0.2210816991902578,4.721813050781609,5.018693754387573,3.0115349256072,-0.094788162496357,2.061613020585208,Monocytes
+2144,0.8839790625,0.134772255859375,-1.0427473248073835,4.731099302386058,5.335575246992059,0.6067471253082459,-0.1780527961735379,0.1201638157458929,0.2595188635519664,T_cells
+2145,0.6493301171875,0.1506623046875,1.3635163865078832,6.487088558675072,5.297634237348906,1.73682049080486,0.3611591858172137,-0.9101076666449556,1.2001604820008689,T_cells
+2146,0.728958828125,0.114569287109375,4.682145306261432,-0.1050651294860927,5.109179177555263,0.94302435804741,-0.0577303087145915,5.167128291863528,0.174284488362223,B_cells
+2147,1.132858046875,0.11389478515625,-0.0571103310968237,4.404026259359502,5.478058826610956,1.261709497642069,2.062138112321385,0.5316828509853274,0.5030212274282745,T_cells
+2148,0.86556515625,0.19162572265625,4.949443824494423,-1.2641567018053383,5.2672838026473325,2.556142465952501,0.2104988324596027,4.006748951447043,0.7985442354337616,B_cells
+2149,1.6822234375,0.4195570703125,5.298319878657406,1.6414634252408458,5.419552537758694,5.455242118302458,0.429113325053891,-1.1847901070471685,4.422534590310583,Monocytes
+2150,0.6038919140625,0.198483203125,-0.7862327588250596,3.881077168112298,5.103423301534735,0.7142730094132111,-0.2178490245559945,0.0953679629047228,0.3350936597782177,T_cells
+2151,0.723994609375,0.140105341796875,0.7166145853876457,5.078084637564753,5.510008056588944,1.0859357915657788,-0.4599076175661117,0.3080011187173881,0.8677510037099192,T_cells
+2152,1.88275203125,0.20687466796875,5.37297067390564,2.35023063444192,5.636740908049486,1.1330471306570455,-0.0545072998448239,6.560234688507863,2.504595350217857,B_cells
+2153,0.97420390625,0.137779951171875,0.8499521068391986,4.313406043172791,4.974581372615212,0.1989501098877973,1.809203140823313,0.5108895497652296,-0.9189471803586148,T_cells
+2154,1.057427734375,0.14805966796875,0.7094770271638524,4.228570024181073,5.254446318446883,0.4281809372916537,0.4284719599683929,-0.4076058499698832,0.008892423506617,T_cells
+2155,1.32934,0.123205322265625,0.5568889211879374,4.419415019259232,5.475010784502697,0.3295868742691404,0.1128728008440747,1.059096142265748,-1.092824800731342,T_cells
+2156,0.872741015625,0.133114169921875,-0.7831384937622384,4.737494191196698,5.480742224001467,0.3488866232507314,-0.1000682595946422,-0.1657216368941099,0.2941495496437822,T_cells
+2157,0.876510546875,0.16283712890625,-0.3965799407687956,4.358769760890647,5.404312447483198,0.5054946249295577,-0.6090259801087833,-0.0403919415398777,0.5493122609762736,T_cells
+2158,1.08615078125,0.131055234375,-0.637835259749347,4.326537733273669,5.56452665944486,0.3889987348391568,0.1067520757148039,-0.2753647349792502,-0.5937435516039126,T_cells
+2159,1.048574296875,0.110991494140625,0.6545660221395365,6.328643193719519,5.113538048384628,0.6115215527558103,0.227619718871669,0.94715389930677,0.4686067845243776,T_cells
+2160,0.8180078125,0.085798095703125,3.637356755260559,1.8781406443881028,4.849746411788036,0.7575633388089804,0.6558277194482792,5.650987099658756,-1.6708716802181875,B_cells
+2161,0.94713140625,0.121600654296875,-0.9530662633568538,4.223199267101538,5.105317648358327,0.8129655094730116,-0.3657246236636087,0.910635230788633,1.0773320618919928,T_cells
+2162,1.09716390625,0.1420274609375,1.5284548687035375,4.938006067876496,5.684091861307059,0.5012587157425548,-0.2670849945772055,-0.1978223046174112,0.9574766804398924,T_cells
+2163,0.697514453125,0.10300236328125,4.590972380571768,0.1963379532301577,4.763919768718276,0.3935893242029613,-0.2148421014638552,5.550908959680098,-1.4606694755011964,B_cells
+2164,0.43291375,0.120213828125,0.7269960342679714,4.802093086828559,5.169898513355858,1.2158634884754225,-0.2060761996918727,0.004271955958303,-0.5308241399453014,T_cells
+2165,0.864609921875,0.1187723828125,1.638730047664284,5.096637516318216,5.393554388977966,0.3169679012117778,-0.3461935144211523,-0.3496952360076309,0.0633679325640126,T_cells
+2166,1.269158203125,0.125485703125,0.6833499652307574,4.73477105949725,5.662584539963287,0.4863230958886548,-0.1085290092816648,0.8677449744557472,1.1388510635998812,T_cells
+2167,1.17938109375,0.11346810546875,1.3892687665906154,5.056791331718862,5.479549914133287,0.7316235439933223,-0.1409290799945298,0.6100867240987685,0.5608291143726617,T_cells
+2168,0.950781484375,0.140582421875,-0.9303301358715996,4.508248154502735,5.297391577550011,0.7584304376654663,0.3270776409427687,0.1435252594636727,-0.7731480029599851,T_cells
+2169,0.960745078125,0.130938212890625,-0.8293211072446666,4.774210026127024,5.529055964606477,0.1435840570869691,-0.1347670023566592,0.0008770515466024,-0.4845398979563792,T_cells
+2170,0.87999953125,0.17867556640625,1.4974024019624987,-0.2589880594261781,4.723401820261728,1.6079169700582103,2.492818284079431,-0.1392377625641103,2.132207646737172,Other cells
+2171,1.288001875,0.09860962890625,0.8121567050588839,4.149204021553991,5.059046955643066,0.6264785426248144,0.6525358722880568,-0.2589782731002111,0.8582156186973204,T_cells
+2172,0.88186890625,0.120420869140625,4.440309105056205,-1.0446147397328591,5.195737628821292,0.1198586836041431,-0.2506495674359679,4.665504666829436,-0.0740944994634973,B_cells
+2173,1.81306265625,0.162768125,5.337160606641361,0.730241998098588,5.716147508462803,0.909606308793763,0.1330513578479191,6.37823966759297,2.1164163521454094,B_cells
+2174,0.94469265625,0.127436640625,0.7363541966476521,4.018891279295581,4.974449389640249,0.6069141078280494,-0.1158894162165944,-0.0417312545440676,0.6473452161696924,T_cells
+2175,1.18251640625,0.125299072265625,3.7949376075582193,4.982265861633102,4.9532248812099615,1.0175373358126794,-0.209684253636001,1.0456250813973094,-0.3062667856657672,T_cells
+2176,0.870798671875,0.13622689453125,1.3198631255920907,4.778338451868147,5.577376008448042,0.6574660835516448,-0.2314756148675574,-0.1810508305797759,-1.118108897355513,T_cells
+2177,1.43748921875,0.30765865234375,4.632043678547792,1.2350782329116536,5.489932422221931,3.8408125782125127,-1.1934587153423648,0.3391900570246417,4.956830824922215,Monocytes
+2178,0.9195834375,0.1066581640625,1.438846807002934,5.290962415834033,5.503074894921362,0.7434535409505221,-0.3845096840233941,-0.071011423895566,-0.7631699904597775,T_cells
+2179,0.720806953125,0.127138974609375,-1.526814666934791,6.710597942686031,5.399872487368981,0.2803977561674028,-0.3945473573918194,0.2164503231607167,1.802115426183026,T_cells
+2180,0.79684625,0.16382849609375,-0.0592728949958228,4.637368504738592,5.418016507383861,0.4414842693452891,-0.21957177331544,0.1059841605022176,-0.93658392204473,T_cells
+2181,1.256795546875,0.4932112890625,2.3954601969291915,-1.434570277287076,4.766801310145322,5.152443500046708,0.3737698748111767,0.0942332925710414,3.454719628809225,Monocytes
+2182,1.185972890625,0.446558359375,2.4442125724553097,0.7139350991958765,4.772488494831326,4.836457224559757,0.5286400608708326,0.6338598744666378,2.9670863072337177,Monocytes
+2183,0.792615546875,0.17516978515625,-1.0468659829925462,1.1531468958433275,4.464692403114447,0.3874054289768549,2.9673586307882074,-0.4223014814085828,0.5850823317589751,Other cells
+2184,0.796315546875,0.17039359375,-0.3177730024331791,-0.5621765153728724,4.881879090336806,0.2585648066407744,3.2604202678592964,-0.6086001566111592,-0.1122667958029627,Other cells
+2185,0.772072578125,0.07700962890625,-0.7255837383912604,4.908910726608643,5.086995861767895,0.9384619522801284,-0.0026401555612402,0.0899619355762967,-1.6726281940220766,T_cells
+2186,0.98824671875,0.11797365234375,1.519622333114445,4.717126472903326,5.524035035962528,-0.2378416899043083,-0.2683016192321983,0.0781148876255257,0.1442424078350406,T_cells
+2187,1.04485875,0.157202783203125,0.2792463137726128,4.0690120300753225,4.877534347697861,1.379291261762746,3.612367991843831,-0.4161978214077292,0.2726898660305297,Other cells
+2188,1.09848046875,0.162525673828125,0.4705958462781514,0.0775760749590349,4.718966466811249,0.206758230307912,4.436432033965594,0.6863301753317647,0.5000696667414524,Other cells
+2189,0.81031984375,0.16471125,1.491916166743702,-0.7561402055470214,4.398341240391154,0.5417754467737581,5.819013393526898,-2.2014988079677926,1.5489264541004255,Other cells
+2190,0.73493078125,0.18585517578125,0.7100201815597816,4.438595363349747,5.281587762044303,0.3580435523628255,-0.3518074733234516,0.3441491093079065,-0.0791793870611453,T_cells
+2191,1.15189203125,0.13457421875,0.2076327740782915,4.304335152784518,5.303408235419648,0.9314009821760786,2.7602007591440945,0.2852406720380049,0.7759471846341882,Other cells
+2192,0.9632075,0.140830859375,-0.9293777256595336,5.618496914411205,5.240310051241208,0.8646503435358671,0.2504232450026696,-0.138146634169843,0.2198429769133994,T_cells
+2193,0.807257421875,0.11317166015625,5.942461166194295,2.9359475711167766,5.3042163734182255,0.329643736378393,-0.0101690996463309,6.075530461426292,2.0055624691700404,B_cells
+2194,0.5923947265625,0.20030978515625,0.193551438662864,4.203539005273215,5.4961568085590615,1.0527750039929478,-0.0884802556022151,0.1000582757436831,-0.1825441079665837,T_cells
+2195,0.799004609375,0.10251927734375,1.3648720691866607,5.070627240927888,5.336222962452272,1.0297830232302854,-0.156226863502974,0.7582334416931772,0.1105052304939435,T_cells
+2196,0.96427609375,0.139048564453125,1.2174464030941796,5.604636331630923,5.529000204737457,0.60967889663642,0.0633846452873946,-0.5950800242963143,0.1540882347708138,T_cells
+2197,1.227126640625,0.13256388671875,0.9545996002779528,4.91142686627644,5.479128028679752,1.4791982554091485,0.1431471481900865,-0.6141346105194464,-0.3783535623149114,T_cells
+2198,0.96014328125,0.1497075390625,-1.193868599009161,4.685426311506123,4.969264212215974,0.4744117044825657,0.1463635598647339,-0.0364876060647276,0.4959538778616121,T_cells
+2199,0.948205859375,0.175102578125,1.5303007223024006,4.509069085877038,5.433239431559444,0.9884496787748234,4.180694340178809,1.30970934875428,-0.4752826241876283,Other cells
+2200,0.71751625,0.14259216796875,0.7229511019875444,0.4774842397919738,4.828507160372618,0.9107604846470084,2.160608476446719,0.5225251809660446,0.5873924074122637,Other cells
+2201,0.772456484375,0.130995830078125,4.036027982458189,1.6156535488082702,5.41792444479039,0.2185839006176399,-0.449716610062243,5.458300951366507,-0.1363218760004881,B_cells
+2202,0.888940546875,0.0831528515625,5.079050665608979,-0.1084564827664745,4.920531000167883,0.4165698661100256,0.001317238227913,5.668219978111227,1.710920831718357,B_cells
+2203,0.82875046875,0.112257099609375,0.0457288083010876,4.247879707885056,5.636732905134528,1.161600949639735,0.0186888236544704,0.0138350776072398,-0.0842782520633502,T_cells
+2204,0.685074453125,0.16833583984375,0.016435184330562,0.4610351632990413,5.278484539642537,-0.1912699776699722,3.2577163686242794,0.4051528508267814,-1.3532974472813109,Other cells
+2205,0.973659296875,0.107852373046875,-0.0161437974896547,5.0683519808659465,5.761429104282787,0.2771700131860219,0.2374530291267384,-0.0970804532106763,-1.4324865498122537,T_cells
+2206,1.36127265625,0.1268779296875,2.7285253414979564,4.591858954587407,5.349115977431765,0.8140933378954269,-0.0115831004330974,-0.413152581121468,0.3274974312963171,T_cells
+2207,0.88380296875,0.08526701171875,4.429339161328321,1.547419609774497,4.780203472855665,0.0807184751000108,0.3269645249835142,5.580208448219246,1.41579253027131,B_cells
+2208,0.74449078125,0.134340791015625,0.6268915640089885,4.8578086698897005,5.19833890334604,0.8222261624196909,0.0862958691067369,-0.4338948581641166,0.8284214577564252,T_cells
+2209,0.872205703125,0.092426796875,4.030090934658052,1.7397948773632,4.540243027073428,0.8861955415918283,-0.2436705902177247,5.287049493888889,0.7164230522307702,B_cells
+2210,0.9849059375,0.094765986328125,4.616881336338133,1.9612865698357929,4.828827457164637,0.4800574924132177,-0.2272375401898254,5.730852553508604,0.3886951777018425,B_cells
+2211,0.6485497265625,0.098595224609375,1.1852004428019611,5.285489934239638,5.400835552078796,0.7704588775894082,0.1525271482947306,-0.0506227524110077,-0.799561236779964,T_cells
+2212,0.821652734375,0.0910327734375,-0.9916502892631678,4.738713177759354,5.201766324186012,0.841506853226934,0.2312855678904408,-0.5731043859998018,-0.9029744568490145,T_cells
+2213,0.951727421875,0.12669490234375,5.235578271548335,2.1089341612373658,5.102102557765713,0.4973461073538561,-0.1857191305662713,5.5842374099980665,-0.6789275455729635,B_cells
+2214,1.281385,0.3748534765625,2.9838796341734914,0.8552657874730938,4.968015342883117,4.779090330955212,0.0338560824693047,0.9100230981094586,3.139121712393329,Monocytes
+2215,0.710956015625,0.16625349609375,0.5439826989180357,4.708513996223782,5.307022447338471,1.0188016397038262,0.0943934982408545,1.712769421160704,1.2852518642383972,T_cells
+2216,0.96637515625,0.12281646484375,0.583321514909177,0.0518436112256806,4.52181154774769,0.2412248740441921,2.2153096921726734,-0.1486121650599484,0.2772999073542309,Other cells
+2217,1.1584921875,0.365700078125,5.798849867008685,-1.7160789379800858,6.049555510782582,4.240681811522479,-0.6360869408073317,-1.0543529341438869,4.8088002954224605,Monocytes
+2218,0.690769296875,0.1887500390625,-1.3300854847395511,4.809553265971003,5.619017925860527,0.8475800144186323,-0.1884295764771342,0.429197013408368,-0.1622522661792418,T_cells
+2219,1.121456484375,0.118622958984375,1.7861434941736376,4.328803191378167,5.541169211350118,0.3908448193442125,-0.0677455599702615,0.3877271327288489,0.528729822137419,T_cells
+2220,0.786825546875,0.0625394189453125,4.546677974811129,0.1628632857267797,4.580122530273685,0.2593074743357656,-0.0625562920414584,4.966778554163041,0.7623567306541275,B_cells
+2221,0.9855140625,0.103164990234375,-0.8054251278139772,4.424844126951479,5.4319513265947865,0.5573653976960193,-0.0742482171877885,0.2940952175318985,-0.7872856089702314,T_cells
+2222,0.9912628125,0.105048701171875,1.1615131616908223,4.845879429116867,5.54117002302631,0.7830437861127715,-0.1896609609335912,-0.6199887124437831,-0.6754346546892745,T_cells
+2223,0.857353515625,0.162381650390625,1.5956973909930523,5.472562071403109,5.574657420880426,0.7839047059435506,-0.106849032385752,-0.471731443166824,0.1083076686166265,T_cells
+2224,0.90267453125,0.1775545703125,-0.63721646503295,4.250225323989044,5.350241210182018,0.6339657864505925,4.63929900580901,-1.369843124204127,1.4047721392373127,Other cells
+2225,0.96247859375,0.1430650390625,0.5937333681993112,3.9116205819687058,5.136491932430455,1.4536979670137395,3.514443520775908,0.4265344151716309,-0.0365146040441988,Other cells
+2226,0.900051640625,0.117455166015625,0.689148371172339,5.142067924775602,5.443215264891849,0.7575687218726386,-0.4557969588581179,0.2995668141332476,-0.6944737157536819,T_cells
+2227,0.8809140625,0.138788720703125,0.2798924523520837,4.743993894462401,5.61978170820017,0.4256654006387217,0.0306563913672937,0.3453846629034115,1.0941266537664085,T_cells
+2228,0.664302421875,0.146687236328125,1.3212772178938506,4.713999663772978,5.273669233516587,0.8284207763016114,2.8769647796192457,-0.5218439131797126,0.2518576402435593,Other cells
+2229,1.073340703125,0.11227810546875,0.2200995617592963,5.025890699457854,5.528488054332418,0.2347493383827248,-0.106322050219994,-0.398082711262179,-0.1427403362476487,T_cells
+2230,0.7401490625,0.0674704443359375,-0.0590992759699212,4.727915731256333,5.406671680556332,0.1445888265736473,-0.195720700623214,-0.1112519558015101,-1.0648881506850527,T_cells
+2231,1.010588828125,0.192791015625,3.90036741411253,1.7769535825000295,5.370153990409219,2.416884766080269,-0.041273959376407,-0.4333304505277371,4.336725238180011,Monocytes
+2232,1.44413953125,0.437627421875,3.2379396394604414,-0.0366752476089474,4.71707655084214,5.155530204391106,1.5556425962470055,-0.132995477120405,3.439727360725502,Monocytes
+2233,0.88438734375,0.083885576171875,5.594658831980919,2.2575443651110927,4.9757161485517845,0.5292598520516298,0.2311980438431291,5.921313394415718,1.83317778323079,B_cells
+2234,0.8473140625,0.122207353515625,-0.8598837743367505,5.090504222237872,5.04352650878785,0.773427553566504,0.1842455393214657,-0.5305667775517435,-0.6382537608728525,T_cells
+2235,0.944835,0.099167724609375,1.4265452145112585,5.023913310385671,5.583003131477136,0.0190235508322586,0.3350915298222202,-0.7376460844396715,-0.3861077384473623,T_cells
+2236,1.161495234375,0.101612529296875,-0.8452421694663719,4.96797298890556,5.355173783334272,1.0297101427411313,0.3476403614911934,0.0601464081835939,0.5409262036693546,T_cells
+2237,0.77922625,0.088918017578125,4.796056174365273,1.5253722876616411,4.771088664470395,0.0880844582467503,0.6355043360833719,5.369250137627737,0.6522948840786096,B_cells
+2238,0.7674896875,0.26085865234375,4.055210499475663,-1.3585557518189766,5.045947469601925,2.196562659953325,0.484898634099675,-0.04429875943575,4.836684945959738,Monocytes
+2239,1.167556171875,0.109556650390625,-1.614911814892047,4.56395446657319,5.522198649085039,0.0498640150653217,-0.1240193167181101,0.6935076734221884,-1.0609363497760829,T_cells
+2240,0.967288125,0.5019458984375,2.6747071010517818,-0.1920097967509704,3.720256396042605,4.414434386850232,0.4669152637193437,0.4235720478901951,2.286649523248972,Monocytes
+2241,0.937040234375,0.14085666015625,1.2296023343072977,4.997964178399975,5.20634672959022,0.2499726914615082,0.8032807065724012,0.3296869458437984,-0.2839235144588675,T_cells
+2242,0.9885203125,0.152246572265625,-0.562836938803047,4.691612585719844,5.675636383441504,0.6293322274232155,0.4656466146838909,0.3067014968179706,0.722243178937277,T_cells
+2243,0.6026386328125,0.14456888671875,0.1225839863530409,0.0974392120084826,4.419352720618586,0.57861281657436,3.3530534872271365,-0.9917295363390446,-0.4584698491990504,Other cells
+2244,1.002089765625,0.0601444189453125,5.105935896564828,1.1272022400952544,4.980222266380267,1.6930024921349691,-0.5926707133095896,4.913237456126818,1.1599874327390751,B_cells
+2245,1.03388484375,0.10665216796875,0.8749038058630463,5.567665148560901,5.204538326793644,0.9794860214626762,0.331822802019095,0.2040060879215663,-0.4076925543187595,T_cells
+2246,0.981175,0.130829599609375,0.7835885662662343,4.722452946558438,5.328202703388796,0.6464724917226717,1.616776069830015,-0.0051530704385243,-0.0864008794840469,T_cells
+2247,0.741388359375,0.087240732421875,4.086420301251142,1.3461596193067855,4.667633290680104,0.0596894805677823,0.1794773070677584,4.8793494063297045,-0.8358184399127615,B_cells
+2248,1.129918359375,0.0484562744140625,-0.3275673068688562,5.033760489447478,4.623060738692067,0.5711692299850227,-0.0150760346768397,-0.0566530371498064,-0.6575058303230883,T_cells
+2249,0.6443161328125,0.1468840625,0.6879444123737368,3.8588217293206672,5.24382593339632,0.4841800424942601,3.4596090583258325,0.5619030313640748,0.684162500522764,Other cells
+2250,1.313235,0.5018802734375,3.321186357421245,1.2839302813324684,4.9836063607677925,5.190838936988081,-0.4677490090221181,-0.1165569474429364,3.664298939329669,Monocytes
+2251,0.83121296875,0.126073212890625,0.9047461017139814,4.964176150030351,5.865234197021406,0.2652115267674712,0.0641222604750264,-0.2395735940364282,-1.508516496842678,T_cells
+2252,1.156442578125,0.111527978515625,0.9158816243351356,5.181798687487837,5.438619751422715,0.7206792686670973,0.0437773686884776,0.3426903285031047,0.7044607451227329,T_cells
+2253,1.035992734375,0.136748388671875,3.751167289356805,4.385722619973499,5.532982512401953,0.4288336536240524,-0.1117585801928121,-0.0218054844000612,1.207036288948876,T_cells
+2254,1.205698671875,0.3777681640625,1.64256254264988,0.0612681956750024,4.365270228497036,4.424388382725981,-0.0237364884032355,0.4060967337682176,2.274195660596172,Monocytes
+2255,1.079615859375,0.10641693359375,-0.3004028242868987,4.260147535345574,5.343502060181808,0.8980203242932787,-0.3981565451528625,-0.5364917239182214,0.4595788783450868,T_cells
+2256,0.81707046875,0.088511142578125,0.8690847936331425,4.355381234288931,5.415877762539033,0.679580821805575,0.3568833252638536,-0.0760028966999531,0.4603586467253591,T_cells
+2257,0.93531078125,0.0650760400390625,4.78972809426189,0.4050432545508964,4.6601820391740265,0.7268972904209333,0.6098188392633993,5.275764029877062,1.6160657116149255,B_cells
+2258,0.91236640625,0.121051572265625,0.7747129812577735,5.657896187839193,5.417589128351278,0.5171969267463162,0.3455616823117681,-0.245512112110959,-0.0472374349094779,T_cells
+2259,1.02572484375,0.084759921875,4.012891726264468,2.3894045099630388,5.019043989020121,0.1773022956405662,0.0455932185806,6.173317824769335,2.6605866620075536,B_cells
+2260,0.89503515625,0.108650498046875,0.8559699848408859,5.522419523635832,5.741910076640347,0.3055363357990232,0.1908084156666876,-0.1308293994163634,-0.8224788362461422,T_cells
+2261,0.923549609375,0.0913940234375,0.8211656360954829,5.455866154203227,5.382049542846228,0.3123804100755934,0.0407853475494574,-0.7830705054989351,1.302350290199353,T_cells
+2262,0.908003203125,0.106702578125,5.515001556031047,1.5438539550670498,5.062379327032462,0.645009380975506,-0.3050271816988033,5.868909994221572,1.0083055721180476,B_cells
+2263,0.87633828125,0.1310522265625,0.3165408154924249,4.690174705321651,5.745091024463303,0.8155426937469318,-0.0199791530681052,0.0124138863077882,1.008107747228578,T_cells
+2264,1.32943640625,0.1149407421875,-0.4027306133900961,4.707725480145923,5.155225714527767,0.8518936629849732,0.4681788290297588,-0.0780015965783707,-0.3934280834386414,T_cells
+2265,0.72147546875,0.2246275390625,1.3608729429885666,4.492524219550083,5.779990718032686,0.8713602629511006,-0.1187942684310432,0.1821008051156295,0.1593476155707889,T_cells
+2266,0.777913984375,0.09541169921875,-1.0727416713895677,5.81055226619741,5.081810176354635,0.4928766902138964,-0.2419030228078436,0.0540856692244279,1.634900243014559,T_cells
+2267,1.211638515625,0.4581648828125,3.3007337519693243,1.2136591718581555,4.902048482360755,5.291425428774766,1.5416285336300417,0.0326393685233249,3.608372181433064,Monocytes
+2268,0.756625,0.089025439453125,-1.0142337581878882,5.104119615790892,5.176410265365532,1.936940613087136,-0.2342177646780765,-0.1432679197355603,0.9282796172449994,T_cells
+2269,0.998157109375,0.094427529296875,0.2033431722195199,5.903946075096387,5.316500126039999,0.4976074990719391,0.5853720934108962,-0.1645810832480572,0.0406717385805123,T_cells
+2270,0.91193703125,0.14974294921875,1.5818763776059728,5.325818169136705,5.429938392569998,0.6347098176299184,0.1566985044512905,-0.0146057311519354,0.3676282853166633,T_cells
+2271,0.857443125,0.1510217578125,-0.7830614543471518,-0.7978480512796562,4.261624072131104,0.8531183476638953,6.130978772723159,0.626452426726283,1.3798306651757828,Other cells
+2272,0.888153046875,0.110489208984375,-0.3207095829637442,5.32124837586346,5.646912162045091,0.694264243251773,-0.3545413454142907,0.7869413727593647,-0.960600247084218,T_cells
+2273,1.072989609375,0.0997858203125,0.5922371161766646,4.219784889018302,5.317987038992623,0.4620093134245052,-0.0817256639018786,0.0682868093406383,-0.5377291771102662,T_cells
+2274,1.074683359375,0.077999794921875,1.5423686736602855,4.295494850944428,5.608967262542357,0.6622625683488402,-0.2226971542928131,0.430673664667342,0.6078815432116564,T_cells
+2275,0.80871640625,0.105575595703125,4.941749933724551,1.2108685102343557,4.660334128728855,0.3932997143185457,0.5581288033620673,6.017017673098732,0.0101045004252722,B_cells
+2276,0.908852734375,0.17123552734375,-0.6513370797448504,4.336931814529227,4.94140026058909,0.4541549383101503,2.884481458291321,-0.411179354446707,-0.6508378006177442,Other cells
+2277,1.52070015625,0.30857927734375,4.3353342606762295,4.597906273761381,5.911678821613007,1.18443068485981,-0.2794573155299099,6.179292336217466,-0.1553552733473111,B_cells
+2278,0.97113046875,0.0676072607421875,1.5014910921350677,4.585973067627258,5.646901375623326,0.6807122292113096,-0.5044397739342784,0.0094582775773059,-0.6528785376920085,T_cells
+2279,0.781311484375,0.1748889453125,1.0913296478697443,-0.2959996093195312,4.957157491952114,0.5965938634063618,3.868890948980868,0.2133010919647255,-0.9453754559441154,Other cells
+2280,1.133012109375,0.080645634765625,-0.1973583549294996,4.440858754948367,5.327428387884458,0.5313584336784444,0.0529381452146099,0.219545674049526,0.0110890276496521,T_cells
+2281,0.79153046875,0.148155078125,-0.0111142689119121,4.244657517477007,5.4445210257457965,0.6199599517848885,0.0424116947572823,0.0255231733674667,-0.0663851797575781,T_cells
+2282,0.796333515625,0.0808598681640625,-0.582435669753848,5.362679247553113,5.249489080303858,0.1872979228479963,-0.2742800300773014,-0.4716628819435104,0.4224236956089096,T_cells
+2283,0.8103171875,0.093965458984375,-1.102555137328476,5.079761993567244,5.171009354739438,0.5206761409598116,0.1818175844865431,-0.2011112527485486,0.8257055191285856,T_cells
+2284,1.017373203125,0.109590859375,3.59867937288712,1.9144033646953345,5.174946160085585,1.2039768262245545,0.7362567312860925,5.344407101519568,1.4129170615077948,B_cells
+2285,1.088645703125,0.123118916015625,-0.8657945215436543,4.331448283038871,5.352496938596413,0.6832484779870289,-0.4005660984536798,0.4495650433035851,-0.5349405082413139,T_cells
+2286,1.063543671875,0.260690390625,4.858457236949905,0.7375116381309336,5.440617956685959,4.623957314137296,-0.1676523833846828,0.9965141885224216,5.1346116714128565,Monocytes
+2287,0.5371416015625,0.182276171875,0.69817345516313,0.875806311873669,4.866659446359866,0.4057456178193455,4.788088712188434,-0.9369841646578349,-0.9320459892926728,Other cells
+2288,1.1628553125,0.11062123046875,-0.4582845823550521,4.673993344426729,5.612976225015444,0.6002884057595059,-0.4705036651994919,0.5220629020534975,0.5102677722019604,T_cells
+2289,0.82910921875,0.128648232421875,0.1366333722109947,4.803845418600016,5.319113236708703,0.5404223992502825,-0.4653853481793884,0.3369070649336088,1.2607135006220929,T_cells
+2290,0.68264296875,0.24449296875,0.5566372691938692,5.233323129448098,5.480727572031487,0.5485081455002072,-0.1270927346413771,0.4664256976363488,1.0624747992941366,T_cells
+2291,0.74373203125,0.105460966796875,-0.8796301370123449,5.571775775362902,5.39384143694402,0.4872749128848636,0.0301401178218717,-0.1881077004552948,0.3659581233419751,T_cells
+2292,1.10137484375,0.134088134765625,1.3945323363676343,5.477448876318964,5.483829051600419,0.891865494799093,-0.5421478471547683,-0.3478252647503503,-1.2969700339600396,T_cells
+2293,1.0666278125,0.190106875,0.1423586522186258,4.281515954549118,5.223223102314512,0.7281973338810575,-0.2834890708716063,0.0650480708260822,-0.884454076186635,T_cells
+2294,0.990387421875,0.140607626953125,-0.5132213029485764,4.369756037362839,5.335929113059745,0.1743423270228308,0.2564049490284392,-0.5567293263334117,-1.1309067133351622,T_cells
+2295,0.878675859375,0.17441126953125,-0.6759766327641323,6.199150991312983,5.186974684441644,1.511234289715287,0.1355836894808128,1.0723769735465956,1.2788208159895795,T_cells
+2296,1.05687828125,0.1281717578125,-0.0450219622832266,4.489188376021158,5.633999319157524,0.9860483420916571,0.0056816949177839,-0.0591840267211595,0.9183098151534036,T_cells
+2297,0.96385609375,0.08205947265625,1.1058572018970994,4.541551938417723,5.094997068043794,0.4680907879217919,-0.1986754942600997,-0.2823903965886137,0.0660439082484358,T_cells
+2298,0.93827203125,0.1240556640625,4.148935766561886,1.0852254006599449,5.202768515701093,0.5978126298969783,0.0100818224917535,4.143560926321703,1.2123030435245798,B_cells
+2299,1.418703125,0.67619984375,2.9378546221037087,1.197735025899619,4.989907686206063,5.503306799029482,0.7432717503175835,-0.4633076224182509,3.9302157936329807,Monocytes
+2300,0.85913765625,0.119250078125,-1.1061137945557826,4.475196047299946,5.386506560154377,0.94196715738048,-0.4101562583977949,0.0371745053623874,-0.4233456496775086,T_cells
+2301,0.6297779296875,0.2270304296875,1.0230948824457973,0.0411031760905004,4.55973963992799,0.3273727883696978,4.6356165758363606,-1.6183553903280017,1.749974735395295,Other cells
+2302,0.838927578125,0.11434064453125,0.556584811504572,4.936645916097174,5.614925111140495,0.2408831833293509,0.4296219537261587,-0.0116250783317633,-0.0599441284173363,T_cells
+2303,0.43548171875,0.14340529296875,5.295643027750092,-0.5529816273892854,5.070800879986178,0.6416745571646997,0.7574830034306804,5.252523194472172,1.0367152405152564,B_cells
+2304,0.88952640625,0.08580349609375,5.682476720444217,-0.3590253958704391,4.883581500862308,0.2854321742898315,0.1061220062412345,5.755997570020774,0.7547208185742222,B_cells
+2305,0.63852171875,0.14768701171875,0.909265359292864,4.387110878538223,5.076945427966832,0.9568498792083192,0.1328242194206446,-0.3005274499893086,-0.2159638906976093,T_cells
+2306,1.003738515625,0.11760759765625,-0.9350924831355282,5.305301085589156,5.675774896695459,0.7436290888241519,-0.3009633192501101,0.3900316326020784,0.8653778618107721,T_cells
+2307,0.823121484375,0.14363693359375,0.7167327126849575,-0.6317418993409855,4.452290504803725,-0.2914192512441023,3.747610601480669,-0.9799261062397184,0.5577874154170559,Other cells
+2308,1.046471484375,0.16041572265625,3.869324394647944,2.2822415409057903,5.284681320441493,0.6884023195184342,-0.1371516004595138,5.962536790638645,2.8013767345261784,B_cells
+2309,0.935678828125,0.16069896484375,-0.2558534194923629,0.5973370796277843,4.584957469825797,0.5086073731752431,4.156688617536641,-0.2210545299788085,-0.2013080637463777,Other cells
+2310,0.908439375,0.099629794921875,0.1071336030678455,4.108160116911845,4.935045469061925,0.0619143628381651,0.0299988240432495,-0.4327384203735674,-0.3036501727863956,T_cells
+2311,1.73264796875,0.144498671875,-0.6409750517541772,7.22518869353691,5.881718806535671,0.7297500216231344,0.0709622887066092,0.1507154494683029,2.6292588583858696,T_cells
+2312,0.844932890625,0.16916638671875,0.4598611511929956,0.3011907843316428,4.747806996702939,1.170507589610106,3.6440293131884864,-0.9849246967884993,0.8895688598577028,Other cells
+2313,0.702692265625,0.0539741943359375,0.7743668908137948,5.168651607616968,5.051818281418026,0.2370576162217127,0.0255968599160502,-0.298194614031091,-1.4104506547204725,T_cells
+2314,0.822444296875,0.130964619140625,1.510021455240308,4.426270162084304,4.978483254540349,0.4613627845750738,0.2510455547435847,0.4461099990865636,-0.780757458469239,T_cells
+2315,0.878918125,0.12373822265625,0.2081394410387432,4.833732883460129,5.349778221309721,0.9120991072171454,-0.2646905340652197,-0.1092128684019087,0.5204607247780821,T_cells
+2316,0.814233125,0.26476814453125,-0.1330756193626924,-0.2860830453036895,3.868843084122257,0.4868609736000281,5.554158699232587,-1.363083355411269,0.7668838650567913,Other cells
+2317,1.044479140625,0.1431100390625,-0.293416232732737,5.266723889967454,5.7505664635463445,0.6211480914873219,-0.2392326269573601,-0.4822678530728486,0.5862454539212167,T_cells
+2318,0.8654953125,0.11321966796875,-0.6352485731654537,4.56712842438136,5.077472531240884,0.1501134661936716,0.0198293472923851,-0.390305848508135,-1.130851401514148,T_cells
+2319,0.999109296875,0.13519953125,0.5969520046925596,5.088225808085101,5.835229792284487,0.6451282626604118,-0.2726437288967248,0.4247065268005869,0.5552118357386671,T_cells
+2320,0.972488203125,0.148728779296875,0.0930247960312066,0.7357079852099383,4.402378306811223,0.1058796835238337,3.956414589111231,1.0435411381045356,0.7311175919557381,Other cells
+2321,0.844918046875,0.120624892578125,-0.374215002984359,5.023647741377836,5.243412236639391,1.2318882656952614,0.5398284731704247,-0.5464127016014992,-0.0446344351420299,T_cells
+2322,0.9917034375,0.6408234375,2.8706191637122367,1.574016337922104,5.119449616162706,5.147227167091092,1.9916765618442007,0.1147067805275052,3.5411155942025925,Monocytes
+2323,0.906837890625,0.083763759765625,5.325444913719434,-1.6060038636056604,4.679666252792588,1.0219312835576668,0.8629415820639024,5.665610901241693,0.0580003639026554,B_cells
+2324,0.8723684375,0.41611984375,4.727164375785079,0.9446697348427016,4.480349696657592,5.254088620348413,0.3661016366976948,-0.0750525181919095,3.1717694781875414,Monocytes
+2325,0.86767203125,0.129266337890625,0.7417867963347089,4.775336356915683,5.61699558269623,0.1180118364032832,-0.3721765867816526,0.765359972578365,0.7333199548039129,T_cells
+2326,0.870095390625,0.153822431640625,0.137577734265937,4.511620306252979,5.509679096587552,0.8076964684544184,0.1375355211300648,-0.2048857969767937,0.7017792639668006,T_cells
+2327,0.70103625,0.18142103515625,1.0453214753071802,4.218791743212174,5.509445634305511,1.2165185570484378,0.2626725477960501,-0.1746174317851504,-0.675737712365589,T_cells
+2328,1.18884640625,0.075055703125,1.8074154018199708,4.841062852608842,5.130294885857785,0.9301236835830514,0.4816339434915512,-0.3546056378189793,-0.974676691342034,T_cells
+2329,1.054061875,0.107290078125,1.2220230116276194,4.719754742663515,5.730902792735971,0.8348394973274548,-0.1491872670830397,-0.290124332848965,-1.199558262353938,T_cells
+2330,0.772126484375,0.112722177734375,4.792590284950872,0.7409141388891621,4.940974496270034,0.8663254615200829,0.512235769651778,5.428177996587722,1.4032349388099736,B_cells
+2331,0.891502421875,0.117807421875,1.527704108544386,5.7920194633107815,5.393723891572668,0.5696216997714922,0.2236032233278839,-0.5176462163591741,1.336431878911027,T_cells
+2332,0.879816171875,0.17086107421875,1.2290582563981618,4.674076983463289,5.593708474965291,0.4441706177882198,3.996292358177597,2.017353822826923,-0.1262497786615646,Other cells
+2333,1.53356453125,0.391541875,4.131017097514136,0.9226300282390384,5.267869329772256,5.654807164046648,0.2274893386898875,-0.3242438214056564,3.5664866107791027,Monocytes
+2334,1.072083515625,0.482628984375,2.9629631690029914,1.4182664214927834,3.4629708366599847,4.854047043629788,0.0401812872325971,1.0018324361323463,2.967538114188941,Monocytes
+2335,1.176709375,0.106898212890625,5.041792354892432,1.418521705736295,5.212937700763217,0.7625076315372941,0.136177113915671,6.112382429795677,1.961182403327696,B_cells
+2336,0.990946171875,0.13839146484375,-1.2956845780755653,4.684703557589956,5.5808505477278825,0.2147057623610458,0.0481928001838713,0.2557182277809175,-0.3146063147406566,T_cells
+2337,1.351883125,0.1745198828125,1.3165210266511267,-0.829254454811688,4.993382745621825,0.3638579703539985,4.282559165720076,-0.95125975097006,-0.8673351656759136,Other cells
+2338,0.821018359375,0.087428564453125,-0.4252381752731551,4.869855722879926,5.295597344793852,0.4010743349978278,-0.3979688411141431,-0.7286453155300647,-1.124796542251172,T_cells
+2339,1.060219296875,0.10557138671875,0.4450739118872285,4.725085390479912,5.4967917822889,0.6796301626985375,-0.2017937163185198,-0.5502801028041774,0.8274316951989913,T_cells
+2340,0.803253125,0.124574150390625,-0.1047257598017857,5.00219923165127,5.67375999563117,0.8008950485134665,-0.4104565839448872,0.6105451534287678,-1.5440191893876485,T_cells
+2341,1.042516796875,0.4792470703125,2.96183586310027,1.0789562684115572,4.001811638585775,5.145477574993515,2.075750105007843,0.6373616855524036,2.5730846329187145,Monocytes
+2342,1.037749375,0.106389921875,5.347353234583888,1.47671668241624,4.987771384922735,0.3047954855770003,0.138326104564846,5.747843049671634,2.125033169269636,B_cells
+2343,1.1100040625,0.4087895703125,4.081425932594067,1.174270111297847,4.790923396533915,4.959221018921505,1.140523031666873,0.0312706458868774,3.4773171552104505,Monocytes
+2344,0.3554216796875,0.0599655859375,-0.7675131842368017,4.492510303024792,5.094636796444818,1.9618143528922047,0.1919988485715079,0.5514102997867363,1.554574400181255,T_cells
+2345,0.713601875,0.093582587890625,1.2666293665500648,4.713626781068127,5.32567615441562,1.199582660223219,0.2286774865732872,0.6540867805180436,0.8083590920729493,T_cells
+2346,1.01288890625,0.112182080078125,-0.3324081796650235,4.430653884053195,5.111246518586657,0.9461437334247166,0.5583431207328275,0.0254016303948626,-0.3928617386884868,T_cells
+2347,1.86781796875,0.2119152734375,0.6247684798105344,0.7297733168937186,4.518615435460564,1.535693963061282,0.2326227138327701,4.971427874329134,1.1100104415016674,B_cells
+2348,0.843198359375,0.1410408984375,0.1955329803132632,4.437355036598789,5.194127606894793,0.34292328602715,-0.2771001113749732,0.0469933518889953,0.4121180343446626,T_cells
+2349,0.792975,0.1160893359375,4.433881108615626,2.056841930490425,5.071739938373386,0.3529188810206093,0.2209761835900591,5.564446596508334,-0.2976888305205802,B_cells
+2350,0.897885078125,0.15894427734375,4.321566468049339,-1.927020766709549,5.434604755331796,0.5875584864899277,0.2093321416990126,5.316461708867995,0.6094773115225345,B_cells
+2351,0.801732578125,0.1763255859375,1.4751213973244908,4.164501085911221,5.118469061025549,0.9734762863096256,2.320625204628055,0.179637751133816,0.912094180467546,Other cells
+2352,0.843109921875,0.128064931640625,1.210721033770217,4.754402311590086,5.594829119122793,1.040925555587597,0.1837303098713449,-0.0040946229504961,1.1503808260381445,T_cells
+2353,1.51507234375,0.3926453125,3.9980292611507937,1.033350789600251,4.942241894667172,5.194886372793333,-0.4405967592852317,0.5830623758389986,3.459771988155283,Monocytes
+2354,0.922039140625,0.059884580078125,0.3507184596401925,3.706667631038032,4.886624576031117,1.273679400265105,0.2025973702932393,-0.1860513435039487,-0.5120673476638484,T_cells
+2355,0.99274375,0.1563260546875,1.2288098817967377,4.873285390003481,5.769876198810382,1.2706377045211872,-0.0857411400825576,0.5446531480028847,0.1721334259004432,T_cells
+2356,0.843005625,0.15177548828125,0.6960631625457048,4.787076690547705,5.630904703261981,0.1812645556856399,-0.5877014067456445,-0.4513705108082725,-0.2325322993269648,T_cells
+2357,1.155299921875,0.133807294921875,1.2364980050178576,4.221651486433575,5.224644719472258,1.182269252112268,0.1124010304504695,0.0141210584497275,0.4554818905977004,T_cells
+2358,0.691864140625,0.115326005859375,4.9129930053754425,1.8332314955008144,4.529171457753246,0.3371519443383219,0.928963293053896,6.175235159889748,1.4662159246774926,B_cells
+2359,0.30908,0.0738260986328125,-0.4054455791290768,4.704683177545696,5.076275602794847,2.191933118727224,1.21516481166602,0.2119326145251017,0.4258340968971362,T_cells
+2360,0.845909296875,0.118075068359375,2.247348326521839,4.115965841971732,5.194741220723812,0.1382767550386923,0.0020448344018918,-0.0758891529455241,-1.0566342127660056,T_cells
+2361,0.799745859375,0.13210900390625,1.5267916147959646,5.0942442546637405,5.702739146847983,0.7097523714479201,-0.0122847493694595,0.4892238542565189,-1.3847004387928958,T_cells
+2362,0.82554109375,0.142019658203125,1.794954633017404,4.449937700906625,5.61890040702012,0.0522120534744868,-0.528916578464083,1.001877363131755,0.8392368149434929,T_cells
+2363,0.861196328125,0.0826859765625,5.282097121556634,-0.6869162286483902,4.883355351935982,0.3055670406113084,-0.5310352109257024,5.8581102406175365,-2.146765417260408,B_cells
+2364,1.06560453125,0.08343490234375,5.957887373153495,-0.7900876399882562,4.26237660679615,0.143177080821063,-0.2666017742156744,5.367815945741374,1.801847246070181,B_cells
+2365,0.835152265625,0.1509353515625,0.1947127073363231,6.449425581272455,5.552662757172364,0.6878438141998854,-0.1003507350122479,0.6059038980912738,0.8750456417806224,T_cells
+2366,1.00872734375,0.17685966796875,-0.4712397629961,4.560896884660447,5.580878085560623,0.3256011696943728,0.1109157768036446,0.8422062183168428,-1.2714529870977955,T_cells
+2367,1.096468046875,0.1192290625,0.7479785436793446,4.873862322061144,5.482615082501802,0.7237148470728368,-0.0727234932699532,-0.0247992377965202,0.052393991095656,T_cells
+2368,0.675636328125,0.17581908203125,0.8968078514377391,-0.0938668474126925,4.7723307288215855,0.5328845798389339,3.495958429679745,-0.0385904337459425,0.3582359185536882,Other cells
+2369,0.74125796875,0.084775517578125,4.916339481437208,1.9224714759870285,4.709960053789641,0.8340674842837781,-0.582408389582647,5.503011724714088,1.4769243706693096,B_cells
+2370,0.9528290625,0.125683740234375,-0.0501997817467488,0.6494903052626992,4.596833019957884,-0.0353519045283408,3.765751169533498,-0.8413501571338445,-0.3866132981859797,Other cells
+2371,0.69576453125,0.098075537109375,4.4672858631670325,-1.05697811408027,4.769164747587457,0.4962869400772344,0.6733348052751684,5.562907469423845,1.7414077531785288,B_cells
+2372,0.878823359375,0.10863669921875,1.069875014913358,4.818940342335575,5.801637643309724,0.2438002658767241,-0.2027511114228719,-0.5206503253431536,0.0419236300394758,T_cells
+2373,0.91582046875,0.13862849609375,0.4670091999386945,4.690854873949533,5.0533084633805725,1.207009121988696,-0.0405997693316114,0.1345538467956356,1.1161039475231582,T_cells
+2374,0.693400078125,0.16721365234375,0.5623330592708495,0.5866357900927575,5.026501211693962,0.7239466784400858,3.863051974336923,0.7814183655966342,-0.2959785292208398,Other cells
+2375,1.01497109375,0.16101462890625,-0.443413132754311,5.322286024738612,5.898367667280454,0.8635340557563693,0.0125555035962858,0.1132576445954209,0.8316686006722562,T_cells
+2376,0.6322812109375,0.13876171875,1.1683817102724985,5.334712819661586,5.654866313130177,0.6581971113255005,0.3995834949591144,-0.1248766041053819,0.58727451068679,T_cells
+2377,1.52830015625,0.561065390625,5.075848273825225,1.915246504996941,5.009295385124902,5.4091570113705965,0.3541729974609123,0.4349187210502072,4.52572831345197,Monocytes
+2378,0.85153578125,0.118795791015625,0.1108956134376566,5.063310376769367,5.7666249340317,0.4830718240366463,0.2769246772105026,-0.3602831928001014,1.3638101133594285,T_cells
+2379,1.124187890625,0.428908125,3.3039354348174377,0.8504506937122783,4.78397851036076,4.777646364233009,0.8077970808962628,-0.3288666427611538,2.2136919448481707,Monocytes
+2380,1.368998125,0.49667421875,3.5280839653269,1.502700859644154,4.677101203518213,4.93928102493207,0.0463962289816745,0.234101506575925,3.186565306346236,Monocytes
+2381,1.00880296875,0.690256875,3.867479938841181,-0.3677066325783307,4.351836280842807,5.457402585064855,0.2519431674095028,-0.5520472813045253,3.760778595774017,Monocytes
+2382,0.811020546875,0.1487359765625,2.0299997571863355,5.400413029833274,5.660804516543937,0.8805129893834587,-0.334031324477595,-0.4331662867119479,0.157212293387288,T_cells
+2383,1.08284953125,0.5510880859375,3.5612021111795134,0.4739918040039883,4.69467709445706,5.3212516369016605,1.7694424887741165,0.195054146140267,3.902692011927264,Monocytes
+2384,1.105765859375,0.135790625,1.4355183746948117,4.565064753513885,5.614268682066657,0.575927079183645,-0.3697852080484582,1.2828186419820438,0.0548242267399264,T_cells
+2385,0.9270315625,0.146026533203125,0.1840738489378837,5.471207060768676,5.527983846044367,0.5512485140907734,0.3661729462760589,0.0651401746926714,0.8215245915591396,T_cells
+2386,0.702859296875,0.102330849609375,-0.8659782962593755,5.425589451704758,5.560696187296681,0.6709954677473645,0.2784298259336475,-0.1746664539598791,0.5876741659249213,T_cells
+2387,1.63029125,0.1434737109375,5.633175999649271,2.277413560184497,5.358126439491604,1.0361193885522004,-0.1709395264634092,5.965328395285801,2.156395880918983,B_cells
+2388,0.624479921875,0.1560187890625,-0.7241695324676062,4.320189135173286,5.304223681634884,2.0090870549729543,-0.0951530345646864,0.0809803137550977,-1.1600921445207566,T_cells
+2389,0.7676865625,0.1675437109375,0.3099909965928735,-0.3844179741679051,4.460712908857736,0.1592259557168241,3.4813368956594144,-0.0339367754092364,0.1554465480300786,Other cells
+2390,0.8806559375,0.10917619140625,5.654577523610412,-0.2886924521154226,5.15519671901345,0.6966673801129337,-0.2295700926080848,5.745038838154031,0.9078743599838844,B_cells
+2391,1.1591840625,0.13198119140625,2.3880420532973847,4.424698139864863,5.290450266019373,0.350867126790343,-0.1075509260574007,0.2512191536410574,0.9562815345107412,T_cells
+2392,0.70850859375,0.1067637890625,4.9380094786616215,1.1608683509402808,4.8208869497135,1.4642527727678485,0.5492280990889006,6.014584843480931,-0.7318654183167381,B_cells
+2393,0.825805625,0.15374681640625,0.7912797843584845,4.278235517389469,5.21570606108948,0.113945167594431,0.0468853339770303,-0.0051844192847619,-0.0760680777911936,T_cells
+2394,0.899185859375,0.0759186474609375,1.701610431177482,5.407142734914459,5.171125726184468,0.7617005932197539,-0.4315064951386763,0.3175218021049485,-0.985525747466668,T_cells
+2395,0.735927265625,0.5392619921875,3.6716193878084296,0.8852589624730622,4.636531500603916,4.799986670391517,-0.3129607983932845,0.2094981094096573,3.789499404099865,Monocytes
+2396,0.920606328125,0.086487607421875,4.547648990257406,-0.4825001837499293,4.8927901462205154,0.739887249940696,-0.4444287756884487,5.848202085478497,0.9229524661832332,B_cells
+2397,0.759990390625,0.112599755859375,0.9732116143654396,5.53576240536224,5.226790267506713,0.95542998072622,-0.2418777033143729,-0.028944071842637,-0.1332992751364111,T_cells
+2398,0.702140078125,0.124621572265625,0.2035046057190568,4.892564863841817,5.888999716391684,0.0632964609042706,0.5199520927213016,-0.4426147456407211,-1.0218201195027552,T_cells
+2399,0.813540703125,0.084523486328125,-0.4957116542869525,5.027905019602772,4.948927352641329,0.0549925336976112,-0.203451972760141,-0.3007351520995793,0.8650021608462554,T_cells
+2400,0.829481796875,0.1227756640625,0.7419625188951142,4.693253741620497,4.9613331641760094,1.0436874264302936,1.0190938142872006,0.1549896242814104,0.6575908630459906,T_cells
+2401,0.966263046875,0.0784516748046875,0.084427395015066,4.542549011090546,5.313381828050823,0.7596610889562064,0.6075564940781497,-0.4042105852663137,-1.1222682195152536,T_cells
+2402,0.688057109375,0.1915615234375,4.533245668332668,-0.2664939892943196,5.44320454640089,1.4526338303934463,0.0548364098639956,5.533285132215238,1.730412487712233,B_cells
+2403,0.93649,0.09821416015625,1.377564580723141,4.302138326656188,5.218154460826226,0.7066633598845493,-0.0024325648964058,0.4952264455618587,-0.506536169725908,T_cells
+2404,1.00679078125,0.10643373046875,0.8512928680708981,4.371723072883466,5.568020577910092,-0.0586863111145424,0.3217862753114591,0.7339568344275501,0.5639102801361704,T_cells
+2405,1.00700265625,0.16844267578125,0.5031210521307468,0.7800018070302772,4.655780172598178,0.9836817236453408,3.5440473805028336,-0.4552839591426595,-0.2200060351614738,Other cells
+2406,0.82085703125,0.100282109375,-0.3918634584514507,4.821280195313803,5.485542208027264,0.499375812805792,0.1976520146346462,-0.286363241991476,-0.9254277260131696,T_cells
+2407,0.94575953125,0.08746517578125,0.996893190958134,5.110121121637826,5.245780369041231,1.1695359484606844,-0.1456791529141058,0.027320886097955,-0.0234857648978411,T_cells
+2408,0.7742565625,0.11624056640625,-1.1852137070728226,5.137294485138245,5.609758460739476,0.2686472601000494,-0.3738590914065223,0.1311076699279881,-0.3685262628958514,T_cells
+2409,1.228474140625,0.5897571875,3.44710482346848,0.8746135837120882,4.619318770749815,5.150763056591178,0.296818216797314,0.6075709062165677,3.813658227927675,Monocytes
+2410,0.817703125,0.094749189453125,4.523627535607607,2.007946953776932,4.72995622453136,0.4007483523232671,-0.4652387842515399,5.744498471948885,0.8162706653021019,B_cells
+2411,0.72957265625,0.09423189453125,5.116868209324268,1.941041765377264,4.691806308956656,0.5415612928645549,-0.6120130270269841,5.604114551135707,-1.050134498830404,B_cells
+2412,1.112711015625,0.081750419921875,1.2670572708577683,4.83525406882758,3.358134220307837,0.8371944416478273,0.2336024304831654,-0.7246889618014809,-1.0533051113647234,Other cells
+2413,1.051669140625,0.123343359375,2.470207056759383,6.37391639035997,5.384255057773799,0.70653465863668,0.0868756225707927,-0.1991333995132079,2.224880203316622,T_cells
+2414,0.81277328125,0.10033671875,4.971649671042955,0.8827770835531266,4.609296569370248,0.1214167448035866,-0.5415093002278937,5.486926791505304,0.2897898323039787,B_cells
+2415,1.143193359375,0.1717,1.039033485990948,4.747023890537778,5.554829461412703,0.6255714085708242,-0.5933392837654805,0.1800957796878677,0.1183638713827728,T_cells
+2416,0.883672578125,0.100447734375,5.662109078768485,-0.7924042419495065,4.420376843576387,-0.0536935780032809,0.1980445895180591,5.076929530970368,1.0424591873490383,B_cells
+2417,0.92827421875,0.140381396484375,-0.2443710455029433,4.855796096629612,5.564623086279733,0.3189297568671834,0.0408499490938907,0.3795673447023828,-0.9142309626491064,T_cells
+2418,0.997434296875,0.1606299609375,0.0489619371088446,4.697798114779787,5.542576423223343,0.4412001405386789,2.900839694293627,0.0318124912184309,-0.0397710128759002,Other cells
+2419,0.901441015625,0.152226767578125,0.2949608359688033,3.903913883660437,5.484559727241672,0.8899478851832168,-0.5388746183204669,0.1746842116070721,-0.371986188378755,T_cells
+2420,0.5697210546875,0.098665439453125,0.9401235632361626,7.277421302239808,4.910744644048386,1.5593769119839622,-0.5306992068997712,-0.5867541227199544,1.109037995291767,T_cells
+2421,1.103546328125,0.09618462890625,-1.0705086270263662,4.745316418489922,5.608960826319152,0.2615667830628698,-0.2659770855333942,0.1760021244210209,-0.7869908068921737,T_cells
+2422,0.834689609375,0.1064379296875,0.1727141295404639,4.62333622065496,5.149078462995862,0.3900748584047545,0.3067026071987499,0.749844549037453,0.6002884415576499,T_cells
+2423,1.638715625,0.19496638671875,5.2288599105961815,1.5408523216247467,5.749590884590212,0.6375501979994896,-0.7975913223896389,6.483951760909109,3.1216740917524333,B_cells
+2424,1.29078484375,0.109871708984375,0.5155795999920678,4.327760710179968,4.977642495626924,1.0644141760549024,-0.5046905467924356,0.3030538821530831,-0.754721181147911,T_cells
+2425,1.207310078125,0.089193466796875,1.161406251859943,4.588082616698627,5.224449968210934,0.807079971543689,0.0390808506407281,0.3717196216932396,-1.283323751696478,T_cells
+2426,0.84695078125,0.137769755859375,0.7877023762203998,3.966337243025462,5.218238102703699,-0.0149084902565512,0.0228261859674662,-0.4069048112184519,0.0499898453609659,T_cells
+2427,0.863452734375,0.08806466796875,1.2642686538136398,4.395144346462011,4.875155791315208,0.0641384576231846,-0.4897452380634377,-0.659342673890332,-0.1579341025490168,T_cells
+2428,0.69552484375,0.2014067578125,0.909987011727244,4.639426141318458,5.16329622422001,1.4095572339144176,4.112559940237199,-0.5926777725170832,0.7288434456385995,Other cells
+2429,0.973794921875,0.087636796875,5.35155007340393,1.7959367245519562,4.788129248745733,0.9840706645145726,0.0663776936454164,5.90772436390999,1.906704001558332,B_cells
+2430,0.71663484375,0.1454636328125,5.17783502740232,2.503974675229871,5.07223690545155,-0.1491729406964093,-0.4545644385187479,5.9548281736843895,1.9542038495213865,B_cells
+2431,0.931456640625,0.135211533203125,-0.5024368564475723,3.832527013271637,4.785429663297316,1.0142515187844632,0.0833663310309234,0.994279322200156,0.0390888451246585,T_cells
+2432,1.075428984375,0.19171814453125,3.9014725732925006,-0.4227786609513346,5.397260158816626,3.0651641733289816,-0.4313926515398454,-0.1127855072280726,4.9094440747719,Monocytes
+2433,0.943700703125,0.46720578125,3.1206136427788955,1.207890202371109,4.765521268123042,4.78408212102612,0.8338345836948279,0.5075128556198208,2.960192589752724,Monocytes
+2434,1.173583203125,0.0826313671875,2.7309270472972846,4.372863520401118,5.865850169198336,0.9831326934366,-0.5216883761038037,-0.350516508736035,-0.2086857826041744,T_cells
+2435,1.300753359375,0.135293740234375,0.3809612783558894,5.104347787462943,5.5167112254478345,0.6721677695327575,-0.1260662191690941,-0.0092815322067817,0.3630185466068318,T_cells
+2436,1.323771875,0.14669083984375,0.0809232133738485,5.047837027369535,5.844009508767968,0.5011243084796464,-0.0617808387412956,0.4255233200500316,0.3038413653249752,T_cells
+2437,0.854680703125,0.087752021484375,4.466256757971276,1.4567350776183554,4.342989755062045,0.1729249330941459,0.6393748213617323,5.198154645804819,-1.7674050928464058,B_cells
+2438,0.9999525,0.129980458984375,1.54638545668874,4.570066827531472,4.908202093848105,0.546277005369089,0.151343184541452,1.834488894695239,-0.3317511194801869,T_cells
+2439,0.5574297265625,0.131864169921875,-0.1202954543535193,5.250625042402291,5.591790749166917,1.578598326558193,0.0180813130836102,0.1149484940219781,0.925513067271068,T_cells
+2440,1.6570846875,0.558808828125,3.053162384479962,1.809242267826,4.538484658456587,5.516270479687495,-0.3353298934009266,-0.0944813082199673,3.501880121554115,Monocytes
+2441,0.957340859375,0.096183427734375,-0.9637191866786968,5.142086584002692,5.150630602799016,0.3625468273942311,-0.0387417414128214,0.587064482739982,-0.0726057519712108,T_cells
+2442,0.9912234375,0.166550546875,0.8990670809060592,4.641975158135517,5.726725833054182,0.7522801526616539,-0.4098815897244503,0.1975773350320372,0.5581295350380081,T_cells
+2443,0.9509,0.108662509765625,0.1143197675051136,4.549423598509002,5.398999752687135,1.061098452878894,-0.0365109215636658,0.3564986948143126,0.3031334079465105,T_cells
+2444,0.889230625,0.14098869140625,0.8169183964838334,4.361240771374038,5.244342390682951,0.6770975425175414,-0.3938453951345338,0.2107620238554487,-0.8838592456631451,T_cells
+2445,0.599710078125,0.1723583203125,0.6967379215920592,4.976586873368699,5.17177053341473,0.4660705943389622,1.2232811499210872,0.3504080072635579,1.1241786259591229,T_cells
+2446,1.033445234375,0.100922412109375,1.5758478036867882,5.222860570193372,5.3659316697550645,0.6451347996588939,-0.2774913967963469,-0.1999560153188145,1.1531908169870233,T_cells
+2447,0.766858046875,0.099500771484375,0.3416016167358374,4.5454379973317165,5.535326376638267,0.8576074130862128,-0.6357770738829602,0.8334838116894194,0.4571389434574288,T_cells
+2448,1.007935546875,0.1524433984375,0.6446985523796535,5.101906997240124,5.119798966498292,1.206018046531779,0.3209123172043253,0.3015716280992565,1.6017003916160375,T_cells
+2449,1.140689453125,0.17733853515625,1.256479155220329,3.17790191666998,5.2659902839711945,1.2033886539083276,0.4662964305165771,-0.1108976817347636,-0.0270129126418605,T_cells
+2450,0.864788984375,0.099652001953125,1.0321539101571262,4.65228712206873,5.305665869850986,0.7526311321212416,0.3086717826517767,1.5240898662619176,-1.3734085256066484,T_cells
+2451,0.857815390625,0.091229599609375,5.122009532196176,1.5823855865933365,4.916931925021666,0.0810543392404662,0.6564652788485327,5.288409848967936,0.9356488178980348,B_cells
+2452,0.6399994921875,0.1264674609375,5.201465432750765,-0.4056349304467258,4.877548218222077,0.5866928256285556,4.021222359781856,5.02323460023859,2.9803450174133728,B_cells
+2453,0.80852234375,0.139522041015625,2.9786829542619646,1.4540123544754937,5.682674008931489,0.1646911063235949,0.2348590398456151,5.880252658739585,2.5839489797987274,B_cells
+2454,0.6374761328125,0.102097412109375,0.5909745908893467,5.274335350873519,5.324800978602146,1.7756462809226037,0.045519770942207,0.5429305946672062,-0.6093505421996485,T_cells
+2455,0.873956328125,0.158319580078125,1.800489795861457,3.615328580055648,5.306666761765044,1.206022064321418,-0.13888140244997,0.4136492394770952,1.116487416044618,T_cells
+2456,1.16174046875,0.149378681640625,0.8783767041312683,4.531903567704909,5.254217699650173,-0.1335256100979725,-0.1810791558758161,0.3057406307597994,0.7000802032272603,T_cells
+2457,0.5140026171875,0.126564677734375,0.2620310296696306,4.710007292758873,5.447353117450394,1.6147095963923308,-0.3345104210831028,0.2217218344328264,1.1241352674988088,T_cells
+2458,0.685727421875,0.16553638671875,1.08067089190262,4.119868395522457,4.670714247182636,0.5987301514176123,0.1260230718463478,0.1984177361393727,1.248808661880994,T_cells
+2459,0.90868234375,0.17970953125,1.021950642929514,4.266273332770212,5.27491922104897,0.2973075370459574,0.1168928433612646,-0.2629675380357613,-0.6893101403948355,T_cells
+2460,0.5650077734375,0.1498563671875,-1.2320325897913569,5.746674108731594,5.6164509856706895,0.582644245072505,-0.1689230071832297,0.6879445334696639,-0.1692358037755174,T_cells
+2461,0.92954328125,0.142334716796875,0.39121730592122,5.207284512714913,5.509668946195092,1.2547562509166006,-0.4005236182410852,-0.0911190771483774,-0.2698732967184865,T_cells
+2462,0.931373203125,0.14269537109375,0.848563713532603,4.150199281398051,5.276374413792244,0.8292933296016356,0.2077655329935425,0.3402526179698073,-0.0665884108032513,T_cells
+2463,0.954647734375,0.103651669921875,0.282217903855489,4.6988529087110695,5.238542794223048,0.8374017727354044,0.2759117816132576,-0.0261626325050952,0.1231971015708192,T_cells
+2464,0.7932159375,0.16699763671875,0.90824882816032,0.101702852086465,4.740181669469815,-0.0713139856964289,3.5301060746881228,-1.262484218304223,-0.3375449507629947,Other cells
+2465,0.796266328125,0.10651234375,4.631511848567143,0.7949961166707789,4.8938244718384505,0.4183831310683925,0.4843290357478389,5.77994415198602,2.196033596965921,B_cells
+2466,0.8651471875,0.114065205078125,4.9105337501247215,0.8459175365503778,5.033153305297793,0.5515140924268911,-0.4023290136203126,5.796795597243635,-0.2306555239010277,B_cells
+2467,0.750635859375,0.08403740234375,4.528321943377089,1.752323065669482,4.739672227497234,0.2082773002640445,-0.0416417083842573,5.680329167471633,2.4737962839984653,B_cells
+2468,0.5741733203125,0.2057437890625,0.7660081329659094,4.720443742558348,5.2274498364442525,0.3511143012789614,0.0107382351468386,0.6600422644038015,0.7263636634739085,T_cells
+2469,1.0117459375,0.154847998046875,-0.2135271634117346,4.308452069354557,5.594212330064432,0.9062079852697184,0.3027866877811036,0.3622880051638938,-0.2521878473575114,T_cells
+2470,1.78810328125,0.14781123046875,5.5645062782476185,2.1183101666248016,5.504997682522191,1.2852430281964742,-0.4287321653671857,6.483947894237948,1.3193809010521436,B_cells
+2471,1.06369890625,0.13501228515625,0.5463887990779095,-0.1031398599174082,4.687294078905974,0.5867791343696975,3.731562502377889,0.1127776723087326,0.436512492832267,Other cells
+2472,0.656018828125,0.1147829296875,1.1261631339037004,5.131010704128899,5.607336921742822,1.925462528387581,-0.2505807919816796,0.4293904970497338,-0.3693914425253606,T_cells
+2473,0.990753515625,0.104461201171875,1.0180159681550556,-0.5298437180087647,4.379345003423202,0.3635370237001137,4.488145353311292,-1.0636850754284772,-0.6256142924393635,Other cells
+2474,0.785460625,0.084822939453125,-0.2266405128471115,4.322978885516813,5.091199119169559,0.7259665365678797,-0.1654410842676107,0.1676075004086705,-1.2401833016172117,T_cells
+2475,1.049285546875,0.0816400048828125,4.775124414606459,1.965177789018172,4.9651087208110924,0.334093136868181,0.5428458724382377,5.63566319762247,-1.359997053308445,B_cells
+2476,0.9887740625,0.13165353515625,0.4970882576097381,4.683200510731916,5.483363827910108,0.6665300689342981,0.2362838035663728,0.8920936034176578,0.6578324638634951,T_cells
+2477,1.48945515625,0.5785707421875,3.676022491890546,2.2888524721989625,4.852440386430006,5.43335845291391,-0.1712183670335512,1.3212992162848267,3.780977385575472,Monocytes
+2478,1.087361640625,0.100104482421875,4.952651726415371,1.6698742623589753,5.1157030740423295,1.4012259320388225,0.972261400147419,5.75810785720055,1.863239639179595,B_cells
+2479,1.140475546875,0.1845553515625,1.624399865261628,4.489999319476416,5.196185122924516,0.3682546980572654,0.9703940388685068,0.4528423932637519,1.0658657632304065,T_cells
+2480,0.872681015625,0.087832431640625,-0.3537656997416148,5.387559644529777,5.154432193312117,0.4748077119360185,-0.2098977984576061,0.7286742737035331,0.2830232852413145,T_cells
+2481,0.8787634375,0.06538689453125,0.6714123998784151,4.3567615396713535,4.919929208219995,1.104895660473709,0.2631513855536181,-0.338526478311991,-0.9942454750073269,T_cells
+2482,1.170104609375,0.40273078125,5.466853201248336,2.136877409848936,5.618840421285215,5.200244918189888,-0.5641637448376555,-0.2660111550678042,5.124576106487029,Monocytes
+2483,0.8707928125,0.205858203125,4.52947397756768,0.8381363299429125,4.4870845167721125,0.4963100029702963,3.9742967170041874,1.629848588798071,3.410974139647258,Other cells
+2484,0.84624703125,0.14472130859375,1.0124073314064392,4.8767590553786055,5.517498157295506,0.983004170169939,-0.5071187169137592,-0.1010917470739915,-0.4119414461079316,T_cells
+2485,0.713319296875,0.132932353515625,4.087999672874237,-0.1917241284113731,4.57309536079831,0.994233940026198,0.3475406758412483,5.456520160526977,1.5206155494927267,B_cells
+2486,0.908506796875,0.158499013671875,-0.4517203990266504,3.852275200401051,5.499013381565571,0.8176538810152412,-0.150454938682028,0.4112256429652226,-1.3668291581772627,T_cells
+2487,0.8914578125,0.0863537890625,-1.1540695871175073,4.886708776378452,4.936929549148508,0.3056337035811951,-0.2061356718266679,-0.1766364862569804,0.5922871971756745,T_cells
+2488,0.941004609375,0.143231865234375,0.8031164860717593,4.771930107694519,5.322118222393802,0.3215070874984819,-0.4315043291286595,0.2490415567406816,-0.098874924084237,T_cells
+2489,0.935628359375,0.085846103515625,-0.9638110591494888,4.285298740144248,5.006546749825307,0.1406465166311508,-0.0036217637440039,0.1613329183857096,-0.8398798481347733,T_cells
+2490,0.810346328125,0.1338787109375,-0.1325868661207604,-0.5161941829359594,4.761785298012185,0.6429825132661067,3.451045784394056,0.4483060511754986,0.7342324491473099,Other cells
+2491,0.946075625,0.113268876953125,-0.3039242616116369,4.676844910619394,5.723531049826376,1.0418767246546818,0.327290672524305,-0.2192360086803552,1.3241532762574777,T_cells
+2492,0.96409265625,0.072268837890625,-2.1691679565413127,6.949671930813487,4.842919512593884,0.3154617766424918,-0.3356938211300062,-0.0724263817328706,1.816069504002568,T_cells
+2493,0.965456953125,0.14608234375,0.9892467512522898,5.676543679794147,5.690276755914133,0.1779042537477036,-0.2742528685764583,1.007431109320582,-0.3193478653436416,T_cells
+2494,1.100234453125,0.139909111328125,-0.4825336990967034,4.698354801806861,5.807721907745076,0.6617528642383647,-0.2914167003618828,-0.2764056294551732,-0.3542559590946245,T_cells
+2495,0.643069921875,0.16874931640625,1.2953580668820592,4.338978627578187,5.319835293625907,1.103251376453625,0.510531052347623,-0.3446076873453688,0.6409322244379047,T_cells
+2496,0.757545078125,0.155637724609375,4.572204435283487,1.466537066769356,5.363580651855933,0.7832173549317345,0.7552383496504974,6.288532843606195,1.9288266927445223,B_cells
+2497,0.98591671875,0.4899819140625,2.739655067425287,1.6287713458829376,4.9134967343489695,4.656051704175367,0.2901276912916863,-0.5713076710377251,2.579915747169348,Monocytes
+2498,1.013778203125,0.112962822265625,1.4125046352046955,5.02589337017622,5.355154657053747,0.4006783100962183,0.3711066273008469,-0.832295687707064,1.6339153445675478,T_cells
+2499,1.18651015625,0.30603982421875,-1.0577738288860048,7.182303564664012,6.231850872834775,1.967759939103444,0.1821108853931308,-0.2855536159967735,2.741124102817057,T_cells
+2500,0.8496821875,0.095912783203125,-1.3554413332027175,6.983374882227072,5.469568231886733,0.6921823676870971,-0.2163146565688256,0.526562695735568,2.1198215588759703,T_cells
+2501,0.920600546875,0.16479826171875,0.7142762522680797,4.469872500231298,4.972669567339363,0.7410831047088061,0.3057301659614102,-0.0234789650795944,0.28807712231256,T_cells
+2502,0.8057525,0.09750724609375,5.025830511894312,1.6501964799355266,4.675899919355489,0.1491655952696483,-0.3217778623254523,5.106297690630727,0.6445927864610463,B_cells
+2503,1.201471328125,0.4589082421875,6.105007478090874,-0.9180463103058903,5.241805277180736,5.20369240411582,-0.0107940467739,1.3999207274188097,4.636010518021807,Monocytes
+2504,1.26134421875,0.2592162109375,4.215251464728089,-0.1873974117245062,5.454463656005128,3.437401718174191,0.041128005917499,0.0626141679808804,4.266223460249992,Monocytes
+2505,1.064463359375,0.1751541796875,1.1309289729884473,4.838662010769688,5.728452116072667,0.8653683449505443,-0.0743796770178865,0.1326146999220816,-0.4251747255375254,T_cells
+2506,1.15085625,0.133314609375,1.3196080886883967,4.622068067157837,5.652171424616989,0.191834641279497,-0.1562909359067009,0.0194704656029357,-0.2146577797039208,T_cells
+2507,0.92436515625,0.0865344140625,-0.9416687951074062,4.879282483762523,5.180477430826574,0.8157629421759776,-0.3901510061639532,0.473260814243627,0.6920857026672361,T_cells
+2508,0.5771805859375,0.115105185546875,0.4440104574795686,4.584416623287646,5.286300582078068,1.4880042476362332,0.2721029537516382,-0.3104876434518764,1.197529109061141,T_cells
+2509,0.745711796875,0.090988359375,4.957128808561439,-0.1619336368310338,4.77752598242808,0.3509731007700817,0.0365595704293862,5.301919231279896,1.3759133265999004,B_cells
+2510,1.017899921875,0.1178572265625,-1.038434723319935,5.844429374069128,5.549479410651122,0.8864863790959647,0.2572026486624739,0.5913821407106885,-0.8308734123366495,T_cells
+2511,1.04645390625,0.150209228515625,-0.9808465109361804,4.962771380526544,5.65100775762266,0.451590863942143,-0.3962246279737357,-0.1242931721946228,0.9735362295285284,T_cells
+2512,1.085509609375,0.138167021484375,-0.2968746815356867,4.928344810588353,5.644233531037654,0.3221564297941956,-0.3984760454584906,0.291195843275028,-0.7846183399138539,T_cells
+2513,0.670086640625,0.4295271484375,4.42174117607634,1.7583696636544752,5.456617107386246,4.001681748896328,-0.2799211106557756,0.1600227341151706,4.9077511791886295,Monocytes
+2514,0.73230625,0.087003701171875,-0.1313981049691297,5.222442913738147,5.234330079740253,0.5514559519385918,-0.1182692803175934,0.0858030363721614,-0.2505242652868608,T_cells
+2515,0.70824984375,0.17395037109375,-0.081509948806882,0.6542229457096685,4.504182845526652,1.0300711847318524,3.81841619156647,0.9991591413813092,-0.8842803071272313,Other cells
+2516,1.11154609375,0.508643046875,3.4870041021838003,0.0056919585070693,4.424074094786357,4.840602090186695,0.8590477996239292,-0.615620889406714,3.2108904138970327,Monocytes
+2517,1.032217421875,0.11816328125,1.6172236781114966,4.56516690384586,5.225279711517925,0.5222003557418959,0.6738456043520717,-0.1765476928361317,0.0381825669169972,T_cells
+2518,0.738799609375,0.375361953125,4.644823441134596,0.6662514549141404,3.9372532947955152,4.369224907580652,0.1321885312948676,1.0520213525557764,4.92166659419278,Monocytes
+2519,0.861997890625,0.149492705078125,2.304418495162712,5.423072469295907,5.708322951295442,0.2688844225700909,0.0676335710308104,0.1500693722287005,-0.7419766585484856,T_cells
+2520,0.7913946875,0.1776091796875,1.3506681187430138,4.38619854234497,5.157603620832885,0.4485757971607716,4.139320234572358,-0.1660202648715054,-0.5184333928084531,Other cells
+2521,0.838022265625,0.154720771484375,4.966434721911241,1.2962520098604633,4.98329843391204,0.2488728409080126,0.7004140020487988,5.641151160293025,0.0964386847020871,B_cells
+2522,1.154902421875,0.468253515625,4.091523546574575,1.3179013864286724,5.516684142081807,4.755762622315721,-0.7452816731347515,1.018377882709255,5.123605697862602,Monocytes
+2523,1.13620515625,0.087825234375,0.7034757476874534,4.816045225264338,5.493684398639704,0.9008741634723588,0.0461829780088856,-0.1882900368630887,-0.1333671277138568,T_cells
+2524,0.79991234375,0.15374322265625,0.9427580425185236,4.476840900788501,5.303983594437894,1.248345750249635,-0.1966164328787338,-0.4171300767349776,0.61032492351658,T_cells
+2525,0.804131875,0.16825123046875,3.4680659546998505,1.841936590083301,5.537495733017661,0.4747137106664794,0.0031546381009421,5.115655908815493,1.232518028252353,B_cells
+2526,0.66193046875,0.0677476904296875,-0.2869728239837735,4.13156415356533,4.877184412149586,0.1792788656775022,-0.4893653427033662,-0.5269917770236587,-0.8849469937841069,T_cells
+2527,0.9832821875,0.11012314453125,3.33222117042201,1.5614450328367162,5.219748704293383,0.2613530655163932,0.2072477367878122,5.675699648178541,1.489935204042539,B_cells
+2528,0.809000390625,0.17279158203125,-0.1876433954418326,4.244388939085892,5.345544972705647,0.5517267379811537,-0.3365846067948728,-0.170049842589135,0.2042290550412952,T_cells
+2529,1.49627484375,0.26430544921875,1.753589545501463,5.065454206835349,6.112001890958632,1.0427823231393143,-0.1011007820602679,0.7241726828862519,-0.6148175245862403,T_cells
+2530,1.3950103125,0.113924189453125,0.726307114892178,3.803064537610283,4.696435250490474,0.7237101142810037,1.6532093535020302,0.0457100517482015,1.0107333155735756,T_cells
+2531,0.972630703125,0.195253515625,3.212228659757971,1.4249162613544082,4.685494764768888,1.7823995096120284,0.1329304482396079,4.821948745698601,-0.3820394112278726,B_cells
+2532,1.098903515625,0.154361318359375,1.242576071332691,4.677103854025285,5.225344000827378,1.162278440972209,0.0800096187961011,-0.4418686618762887,0.6192869509217481,T_cells
+2533,1.042658125,0.089911181640625,0.1436421432889895,4.942611399892511,5.582246634918412,1.391083489535084,0.2083458421517505,-0.1668163590443838,1.5053133096943347,T_cells
+2534,0.870950234375,0.082986025390625,3.602565387919079,-1.0244879811369505,5.303357752855725,0.6477608955282846,-0.6902835879763495,5.130936536151699,0.4724491397930728,B_cells
+2535,0.94619359375,0.10959505859375,0.7755365799856864,5.1395843987096015,5.547765473889163,0.1125421464297581,-0.015133814786121,-0.1679969788536386,-0.9132991377444012,T_cells
+2536,0.711286953125,0.093299345703125,1.1925071074069904,5.382491428899349,5.342732419920688,0.4637668516509567,0.1702377926477955,0.1789867133969275,0.6034403535592117,T_cells
+2537,0.919986328125,0.148708974609375,0.7117634430490466,-0.1798039774008188,5.096017334429672,0.5929286939317875,3.66191726477376,0.7606411942082412,0.5427877997806962,Other cells
+2538,0.66388296875,0.160857998046875,0.7641845860761072,4.372174143590023,5.193891322078371,0.7516461323056032,-0.6083107175839433,-0.4534297236982751,0.5234199838535666,T_cells
+2539,0.890022265625,0.115117177734375,-0.1300562388277461,5.163540662585137,5.66049610620115,0.6001257370754334,-0.8743492744377315,-0.1512204839401445,-0.6636360849909836,T_cells
+2540,0.83218828125,0.069712412109375,4.600488742653561,-0.1938365200400515,4.610149011185438,0.2560392208050768,-0.4593682753474455,5.581781436891484,1.5837817398398657,B_cells
+2541,0.761099609375,0.1681876171875,-0.9284442008943844,4.635025608728959,5.411597988579994,0.326258818706049,-0.0440419506190501,0.3394434578745733,-0.5979296834337401,T_cells
+2542,0.8288615625,0.2795332421875,0.9554417200542326,-1.0577932490290802,4.469471326230592,0.4922929333891296,3.832204483988506,-1.4910555292572734,-0.3884900843233808,Other cells
+2543,0.8183040625,0.112665771484375,3.1034533196157383,0.7674703760563907,5.072478964006557,0.829939883693892,0.1666579230376115,4.907929819266011,-1.3413954463283997,B_cells
+2544,0.7099325,0.126023388671875,1.319076101952139,4.822616868794532,4.982818622463152,1.3773395926758425,-0.0819704158201086,-0.1532381737040603,0.8350494181708072,T_cells
+2545,0.9029015625,0.130469541015625,-0.1992553965106767,4.694420038434338,5.336144392718436,0.3524849157466073,-0.3511864394919051,0.3250838591245354,0.4952701538225436,T_cells
+2546,0.5438098046875,0.17015294921875,0.2630847904117703,4.93235254352143,5.545485958161735,1.808919174072417,0.162005900810953,0.5773347810849027,-0.0569213527880082,T_cells
+2547,0.95719953125,0.13239826171875,-1.0761875291191931,4.301987699603722,5.418194304599827,0.6917902738726442,0.2240698684229435,1.6126554208170043,1.242515850843307,T_cells
+2548,0.919434296875,0.19505427734375,2.3725600764069803,2.1672207339520875,4.125788244530767,2.26600354674252,0.2787143296251646,4.531460996796635,-0.1325436265631212,B_cells
+2549,0.55677765625,0.14372333984375,4.244081648111897,1.5731591905168971,4.877721091059486,1.2440729369488042,0.8166644227528068,5.457462344606027,2.7974480712844803,B_cells
+2550,0.973414140625,0.1182905078125,2.86348709177852,5.096544596183096,5.463640620011312,1.868939765836716,-0.402604993687294,0.0493816976255432,-0.1806308397251464,T_cells
+2551,0.855725234375,0.1438031640625,0.5678152159439008,4.066781861538515,5.2344108323926415,0.8342035998538,0.1255797797665989,-0.2559994776594536,-0.8707671314690031,T_cells
+2552,0.97633234375,0.124817197265625,2.729068115124389,4.66332458159605,5.288210419330292,1.135536699056637,0.329841753236147,3.0012446406153948,0.1479050329255145,T_cells
+2553,1.73555359375,0.17522859375,5.667121258847043,1.4814565447770267,5.930886211160483,0.7944013239501673,0.340261150926409,6.300553056994084,1.9731043007524445,B_cells
+2554,0.859993203125,0.07949044921875,5.051519345960862,-1.2719929519489714,4.909988026559889,0.3560382305316758,0.4981227068596817,5.847020394728553,-0.898189123130222,B_cells
+2555,1.046374453125,0.146765849609375,-0.0946408120537509,4.093630951454814,5.318342894935648,0.6739497786219909,3.3489537504837585,0.1168103228741303,0.402095508402524,Other cells
+2556,0.959746796875,0.14182703125,1.7429415895320273,5.385456360399592,5.367079504336289,0.6769607668502872,-0.1210290724381604,0.6346980823325927,-1.1559718807812247,T_cells
+2557,0.683307890625,0.191569921875,-0.0243195059810064,0.1548131700307131,4.476572390493798,1.332527987349195,4.070577936705531,-0.011556612492507,-0.5127848814833553,Other cells
+2558,1.58245046875,0.56489109375,3.351228182350216,1.9834243207841504,4.4417784126440845,5.428302754013833,-0.4835180997607012,0.3334272941393706,3.881093855303855,Monocytes
+2559,0.842258046875,0.145596259765625,1.0610311423442518,4.621187035505944,5.378965607030882,0.4895484145035764,-0.5832205050249527,0.8513036226023288,-0.022568227787733,T_cells
+2560,0.826213125,0.096613095703125,1.038920755506849,4.567084013053693,5.014223247529185,1.1134470165085997,0.2219896924268718,-0.4561113558795675,-0.1527470446196727,T_cells
+2561,0.8297025,0.0815673876953125,0.6180684673786174,5.235970588786303,5.368126892227661,0.8849081798309025,0.131565986136215,0.0201921764587919,0.479698581297437,T_cells
+2562,0.71041265625,0.113796962890625,1.598751649417273,4.868224801420678,5.336087335445043,0.3993635050982033,-0.1418977847648904,1.2079333449187932,-1.440158280826228,T_cells
+2563,1.304943515625,0.256107734375,3.866813235116156,-0.1593958671619682,5.400249688912609,2.30797918585093,-0.8958296247489373,0.5004329255433844,4.701053274311922,Monocytes
+2564,0.87488921875,0.080292177734375,0.526382019999879,5.011030765686111,5.10173029118226,0.465154031204684,-0.3997433849930204,-0.3397998128981759,-0.5500977971000669,T_cells
+2565,0.6167563671875,0.165036484375,0.1293124554995675,3.732400070193551,4.805260330081937,0.4805329435712892,-0.0449599498209126,-0.0832598466833188,0.1179703265929014,T_cells
+2566,0.86965234375,0.09870205078125,4.723129009033129,-0.4427510043971006,4.991586383169604,1.1265305789816855,-0.2471153042684279,5.926482105687981,-2.265168589737361,B_cells
+2567,0.72878421875,0.133509052734375,1.5552446549001604,4.864079158101063,5.419252307550182,0.5720774674331801,1.1495994269673229,-0.3560734250216331,0.0909748071138195,T_cells
+2568,0.84789546875,0.09003599609375,1.499926803405921,4.842219918000497,5.513964895755423,0.3416788502814777,-0.2938163411567676,-0.1580050197110717,-0.9926350284946488,T_cells
+2569,0.983713671875,0.104641240234375,1.0782493026248856,4.766407766651362,5.251280935708861,0.0404455126181234,-0.1084427603661359,0.0965672436098351,0.6257804896623509,T_cells
+2570,1.042574921875,0.09524126953125,5.533164917807491,-0.2189087738550253,4.814600356846458,0.3570918051115075,-0.0448271946680448,5.02288406490324,1.0940474073098825,B_cells
+2571,1.289235390625,0.10069498046875,0.4942796622880958,4.730052477368907,5.362747086826444,1.330083588757988,-0.1603600002694439,-0.163935917164623,-0.6763115442103386,T_cells
+2572,0.76858484375,0.4682529296875,3.8787615739795087,1.3918186818068543,4.82840297691461,5.743367216029817,0.665233222418529,-0.1973494191483214,4.893843312016136,Monocytes
+2573,0.877363984375,0.09775568359375,0.3774176690936501,4.7187776145729226,5.182753406757644,0.4445595669485718,-0.1738786761573089,-0.1790101970677113,-1.2811707021158822,T_cells
+2574,0.971576171875,0.089615927734375,1.5255847009952397,4.903838532732097,5.252909274154885,-0.01696356264023,-0.396215992189594,0.0014527352209815,1.380138222420099,T_cells
+2575,1.0420940625,0.130588359375,0.6295229231797794,4.190712921772288,5.380067696255372,0.7777596964714801,-0.4816642728844381,-0.2492482208253893,0.7667809735136382,T_cells
+2576,0.85583328125,0.121891103515625,5.053014103264529,2.190799402833371,5.016768891161335,0.6699440499549878,0.0425502502336538,5.112694806518309,1.9292451481788628,B_cells
+2577,0.889446875,0.128419599609375,2.0994833243622506,4.636156713833361,5.461748201967243,0.6274375174033822,1.8587101532244688,0.0667940638437571,1.0948996597379432,T_cells
+2578,0.885791875,0.123158515625,-0.9559150377093072,0.2715436665436609,2.9717435959836065,0.2389141497827704,5.585113661007044,-0.58236035641079,0.8021302143242544,Other cells
+2579,0.732972890625,0.18058029296875,-0.7715623862428667,4.393500509234221,5.206924841660591,0.6963629931498725,-0.3669896788077711,0.0378072559959029,-0.6662298991864646,T_cells
+2580,0.7040015625,0.135983251953125,1.19591829747372,4.65554659347236,4.876019128614852,0.631229652888106,0.4345311911913679,0.3160187223589337,0.4356170700095146,T_cells
+2581,1.06938140625,0.127575849609375,0.4592705065793881,4.869494189399841,5.411621769181119,0.9178631506024226,0.1602004420681916,0.4636369742148185,-0.6726279188484109,T_cells
+2582,1.1594496875,0.246058671875,5.087904345062322,-1.774600990651387,5.457119724992462,3.656134929333446,0.3654712430833147,-0.9597032113507206,4.980640460422622,Monocytes
+2583,1.18445484375,0.4241846484375,4.206360607224822,0.5868273755549974,4.91216266436406,5.301130294265226,1.0945879261199445,1.2715788000338808,3.729475306120672,Monocytes
+2584,0.832459765625,0.1931401171875,0.9434078222889896,-0.085178053717259,4.698381561442977,1.058765385729878,3.550103103658798,0.0656469288033081,0.3515088741301825,Other cells
+2585,1.011570234375,0.15560892578125,0.0611365861308099,-0.3579223097662123,4.561106554597155,1.0429391070929737,3.5073170873691293,-0.5384612694268072,-0.8865260724925803,Other cells
+2586,1.4261478125,0.52586625,3.222858184180724,2.3001165085887854,4.968313256942088,5.401629296663678,-0.0642460889950981,0.8195720762528992,3.632281447085981,Monocytes
+2587,0.7869978125,0.11018916015625,4.331004656576238,-1.08852042648676,5.019686247878934,0.8123432249039306,0.0031587395144132,5.260944161962412,-0.5068942604896784,B_cells
+2588,1.036324140625,0.1012884765625,0.4405528368057212,4.96480692909342,5.298913199179229,0.3922451715477981,-0.566624737790679,0.4002176758303699,0.2346970110238272,T_cells
+2589,0.816275390625,0.087977060546875,1.8617479127691727,5.389569567918179,5.233878559550073,1.226771460470156,-0.1826731236171549,-0.0395152646275533,1.5534790403980825,T_cells
+2590,1.017315703125,0.149589921875,-0.5478994662055368,5.1005881699653335,5.51178253664964,-0.1337929968077386,-0.154926439577473,0.2103284420147699,1.0062981645443263,T_cells
+2591,0.759540078125,0.090159619140625,-2.205782742693817,6.920054150523245,4.786259895866832,1.0510078892493058,-0.1107867316878519,0.7136301570209377,2.619001778053728,T_cells
+2592,1.027723359375,0.10989150390625,-0.4880500131760377,4.622875482266418,5.254877834461057,0.6801117934870974,0.1122973289980054,-0.0882211711449519,0.1627201512476717,T_cells
+2593,1.198144296875,0.67502328125,4.033371489771839,2.462305830226299,4.976018134282825,5.5179892056871855,0.3684987587983843,0.8673899833819886,4.548387849995549,Monocytes
+2594,0.97998234375,0.0721752294921875,-0.1509186608033829,4.215475773507593,4.775291069587832,1.7805156593062332,0.5072098704684751,0.2353352011679081,-0.6657421938624644,T_cells
+2595,1.211458359375,0.11476732421875,1.172254909092896,4.489044094537208,5.3492875439125545,1.617704223263745,-0.3470231423879539,0.1689038685181484,-0.3476637729171772,T_cells
+2596,0.980077109375,0.1318791796875,1.0279803836376464,4.226145928215387,5.564239488303982,1.107966703022062,0.1189682555461549,0.3972216094697968,-0.3619154022785754,T_cells
+2597,0.959455390625,0.29168345703125,3.946819161041816,0.9700574091557974,4.745352905187606,4.857598430195031,-0.2259574890026388,0.4098602151802238,3.12140990324364,Monocytes
+2598,1.228625390625,0.111388154296875,-0.2995276958920612,4.51141402213395,5.321451491622719,0.8974607679795159,-0.1356914564050895,0.5298959019722554,-0.7283103007888196,T_cells
+2599,0.987861015625,0.156177822265625,1.5845245233350107,5.411668919372483,5.721762679377044,0.5538518763103936,-0.1294944621591274,-0.3673127366007064,0.2660625653443703,T_cells
+2600,1.49050484375,0.4572927734375,3.915143387159977,1.5888536280749248,4.715099369347282,5.101414209060368,-0.08930393289838,-0.3342438820830345,3.93951337366374,Monocytes
+2601,0.830237578125,0.098796865234375,5.001254468995641,1.830016105130334,4.41369878530411,0.4141536282032259,0.0250999973402031,5.04490934784899,-0.7759971900800984,B_cells
+2602,0.907320234375,0.11432625,1.4198911367875904,5.244700741839616,5.733528423172968,0.8806482860403996,-0.0760390077693996,0.2982581432304219,-0.3204480500993724,T_cells
+2603,0.6365020703125,0.118557548828125,-0.9324790700891062,4.698752076473797,5.023254712150473,0.534025581072622,-0.4565530129520649,-0.2829549850499044,-0.93406903977082,T_cells
+2604,1.1876340625,0.1372770703125,-0.0662845328269274,4.271200882983893,5.596690288872354,0.425991766029289,-0.3050884307263337,0.0448628785242447,0.4717010685275002,T_cells
+2605,0.896735703125,0.1870181640625,0.9042051286277736,4.135077508111368,5.204466273687999,0.7014770636289701,-0.6812172236631715,0.7548850508705263,0.2446112218721235,T_cells
+2606,0.952525625,0.678696015625,2.364271518686199,1.833323400516427,4.443173116384016,4.9361997521685534,-0.5878336194372554,0.6715887352399242,3.638006693592229,Monocytes
+2607,0.7837175,0.23305591796875,4.686050744946496,0.8554959270793454,4.087373368476692,0.6872334685485495,3.774326565632654,-0.6224622342460948,3.2780807460253043,Other cells
+2608,0.875693203125,0.135010498046875,-0.5225884020640473,4.739411160533688,5.752610275714948,0.3182768129677655,0.0958383968876191,-0.3226904210679482,-0.5870356038724265,T_cells
+2609,0.85970875,0.1005917578125,0.2323189898846679,4.656207980969971,5.333242524604199,-0.0203648665340194,-0.1124113843556519,0.0799198244886556,-1.3575534236877775,T_cells
+2610,1.302394453125,0.43404578125,3.3064023710283936,-0.2772975190325367,4.686657382350454,5.40983835321182,0.2289812523733067,0.2897074483998089,3.3982367834116087,Monocytes
+2611,0.89868828125,0.10481345703125,-0.912206105034363,3.803589698020754,4.989170409151956,1.0643128919513822,-0.1552513773707973,0.3525693910151832,-0.722973461872071,T_cells
+2612,0.927516484375,0.11673384765625,-0.2779431076949377,4.12837936565823,4.889446007414456,0.8059798355960861,-0.0993887518439573,0.4267299738394458,-0.1431756397904166,T_cells
+2613,1.4928396875,0.16113044921875,5.150056589299076,4.8044631954416825,5.839577358537804,1.228952058039171,-0.1762437020929705,-1.049691371492702,1.4366948332610474,T_cells
+2614,0.706911875,0.18316431640625,0.3270981062908071,0.0788479169138313,4.827140473880067,0.3162402802461677,4.06434226196138,1.1366701631367444,-1.4245267581941965,Other cells
+2615,0.958157421875,0.49415046875,5.417072897344417,2.43847859916076,5.263626715530766,5.452319329223846,0.6385082501565988,1.0870504243921817,4.5911731717268,Monocytes
+2616,0.882285625,0.146606220703125,0.620648015990098,0.2609708133503351,4.1267967389643605,0.4045831105949169,3.8979195651803407,-0.181590532978333,0.962977333533517,Other cells
+2617,1.017698125,0.13219662109375,0.1292751182130722,4.759133081063277,5.626016009395692,1.0863196217519722,-0.2385085553186596,0.6622467720032612,0.9158085156207908,T_cells
+2618,0.707765,0.125350087890625,-0.0994505156846829,4.393550366136175,4.845236792608385,0.5618420683489972,1.3825200911397657,-0.0843005341038489,0.7854328591650166,T_cells
+2619,0.845610625,0.147801025390625,1.3750593530368846,4.8162953892747,5.730790109767855,0.5977081707884679,-0.4702931078805216,0.1734323775867454,-0.6278855245928571,T_cells
+2620,1.015217734375,0.13972908203125,1.3143659692225051,4.962107141417039,5.716318066197371,0.6407899586603467,-0.3028809267614465,0.0735374342680096,0.8808286120219246,T_cells
+2621,0.847069921875,0.11986576171875,0.0767786473686565,4.754000981747093,5.186187509867939,0.6234260326983689,-0.3244253065324785,0.0107117917976578,0.7425433216078645,T_cells
+2622,1.07314328125,0.120313447265625,1.4070232169615615,4.733188216949381,5.138898074320236,0.1304487327517596,0.2275255070753309,0.1865677678165931,-0.8320543721088808,T_cells
+2623,0.926212890625,0.127714482421875,0.9092815854840264,3.4225391776778884,4.454332962340034,1.0730455442589035,0.6170863343960011,0.252624799486727,0.4382254453397005,T_cells
+2624,0.793238671875,0.17608734375,3.234971122334314,3.951493855624357,4.963139548014894,1.7465856510514384,0.4399386828015383,1.0948184196530453,-0.6517913132175056,T_cells
+2625,0.55360484375,0.11917685546875,0.4640676534264234,5.797584542131113,5.543399406028503,1.3048311019223455,-0.3615299751262262,-0.237251741565962,0.6631519798933183,T_cells
+2626,0.632713828125,0.086053134765625,5.686072216589197,2.354793045901403,5.046932781392028,1.6358413502322815,-0.3538174776159808,5.795026340117693,-1.801828169882837,B_cells
+2627,1.071939921875,0.122143154296875,-0.9579239012736572,4.580589131258288,5.073268659380794,0.5712765867002113,0.0174014180821509,0.0941182631255263,-0.0504130570908437,T_cells
+2628,0.943568359375,0.134658837890625,2.569018710881013,4.2717406434841,5.456756194058305,0.0125840323462644,0.0274687744950774,-0.0145153908619486,-0.1633172519191089,T_cells
+2629,0.89803,0.0478723779296875,-0.705704671641404,4.51979909772297,4.530453280351071,0.4923193547143189,0.0822381802601066,0.1031295549440476,-0.1441685690664868,T_cells
+2630,0.761377890625,0.15589697265625,0.6407788704534041,-0.0017608381858855,4.571338530910436,1.3007010228017186,3.621427981102338,-0.9035890306149506,0.0078400964317896,Other cells
+2631,1.119584140625,0.58105953125,1.5013259566826085,1.7024456028793564,4.155797235180598,3.787755965962936,0.1124986691297421,0.2981524718689343,1.4705991599270674,Monocytes
+2632,0.904982421875,0.144963759765625,0.3838874782565061,5.08914387043389,5.855123112417679,0.8596457511562758,-0.2236391397565338,0.378456096135808,-0.3853072273004971,T_cells
+2633,0.784079453125,0.11985017578125,5.317409754001429,0.1649174004733507,4.73302197566244,-0.1460344767709231,0.0682362892687616,6.270544203380859,0.6138806916567159,B_cells
+2634,0.942211015625,0.128639833984375,0.4112221612247205,4.712689538403104,5.507745610755511,0.3586259909043706,0.2630152749546579,0.3521417011107542,-0.1377625031918914,T_cells
+2635,1.012981484375,0.18270224609375,0.3615744581626602,4.369216557549535,5.579947910860957,0.6953697132293019,0.0967903332443604,0.0554398320296151,-0.3093138465334614,T_cells
+2636,2.30011828125,0.3446565234375,2.3928614439533247,4.787562528807803,5.444843279024224,2.363262210271361,1.958572656807079,0.6349796222716346,3.993516192809898,Monocytes
+2637,0.748971875,0.10505650390625,-1.3666039775472325,4.824012252897403,5.3311368615592185,0.7004622145849775,-0.3146437013391235,1.29460927153457,0.5190116934650614,T_cells
+2638,0.837831171875,0.1064343359375,5.842885592694224,-1.876444510566288,5.073409794314183,0.2606356941285944,-0.6029865927204445,5.434292101778599,0.3033717453376082,B_cells
+2639,0.9191921875,0.08538162109375,4.596509330899705,0.2202485147978079,4.936755266690998,0.4112085275721362,-0.3004409053809962,5.938464784100237,-0.8620528585710547,B_cells
+2640,0.7625446875,0.097818095703125,1.036410037046561,4.390868678538498,4.9573815622526425,0.6220242866529011,0.1262633038134019,0.4762849524299863,-0.7289323492701455,T_cells
+2641,1.27933078125,0.163183388671875,-0.8169869178044343,4.316068104130082,5.263111516994567,0.3171769880365154,1.3374835562739795,0.4821005258599085,0.3826458287955439,T_cells
+2642,1.5899578125,0.42800046875,5.255221830197493,-1.7691721998049108,5.656789789066014,4.997045260521187,-0.7627726234126325,-1.096602765150643,4.881384862441619,Monocytes
+2643,0.961992734375,0.15127919921875,0.1795342558281202,5.448672326334768,5.55072176418734,0.9140429934687732,-0.094445405455458,-0.1509742867705428,0.1335017704106809,T_cells
+2644,1.064931171875,0.163549443359375,0.4894128409789271,3.949655304740798,5.152619928184506,0.9279540792585846,3.8766735365683593,0.2999961335976563,-0.1166372984630211,Other cells
+2645,0.692738515625,0.12536208984375,1.9994802084799848,4.804059896748192,5.579118234425489,-0.000863194865832,-0.4160500351463607,0.4487958214034655,0.7080594959952566,T_cells
+2646,0.800307734375,0.091974326171875,4.616875487449325,1.8244344327926847,4.461618802366668,0.3618096620104886,-0.3591665697083464,5.448898730330205,0.4662158319609361,B_cells
+2647,0.868038671875,0.1587792578125,0.7718608695005957,3.6217882957976735,4.531120177884558,0.4498555259711188,-0.1950251461932948,0.8893683431221742,-0.2577153391869735,T_cells
+2648,0.700353515625,0.10079939453125,4.339507445519688,1.3808432280030063,5.288192156356689,0.2323303204578737,0.6443152485848985,5.641505920951624,0.9991276382878322,B_cells
+2649,1.037846953125,0.149071435546875,2.3718231148693527,4.9881673784365095,5.211618507026008,1.2437131164387183,-0.1372636287248496,0.4905386272822258,-0.1705861659390474,T_cells
+2650,0.851199453125,0.0725280859375,5.293626216081069,1.806208343864592,5.0099215715130105,0.3651062783285697,0.4231958945680198,5.909920244128684,1.0226281543664926,B_cells
+2651,1.41201609375,0.084245634765625,2.3315808107108715,4.821516505912471,5.701303388569481,1.2767364379348238,-0.3166196497829444,-0.0500706371785283,-0.1200051453141452,T_cells
+2652,0.557312890625,0.123376357421875,4.740735456549986,-0.9025350213106073,4.998641467310137,0.3380587887456827,-0.2778870796832487,5.588556705654357,2.002763635100316,B_cells
+2653,1.15366640625,0.3811371875,2.811708529740627,-1.95270892323828,4.479523704092539,4.7652600319500085,-0.0560442036980963,-0.239953082057573,2.5101787668202182,Monocytes
+2654,0.4886473828125,0.1704121875,4.379990540085372,1.591563217984831,4.956721518099514,0.6810654121706133,-0.2170055468796616,6.075629309176045,2.2698978057020023,B_cells
+2655,1.058900234375,0.19431990234375,1.3326717090164548,4.740740699777299,5.79824463848158,0.7264941793171686,-0.6392950503482063,-0.1758622268160372,1.192857609221207,T_cells
+2656,0.790044375,0.11150517578125,0.0482869150358839,5.163341459418759,5.717872521071889,0.5638797071754913,-0.5679658243834329,0.522079482711212,0.7471929329494729,T_cells
+2657,0.914843828125,0.1372620703125,-0.0990017067164256,0.5146301779005438,4.413228359007599,0.895766206366731,3.564468940390329,-1.2415853183666954,1.847798774154176,Other cells
+2658,1.152271953125,0.135471962890625,1.878081705883535,5.020424902830377,5.584408604272836,1.4804854747607654,-0.1192402146493639,-0.3925622023427321,-1.10156121112346,T_cells
+2659,1.2152221875,0.082554560546875,2.816672976835582,5.026046292276782,5.659777433844293,0.7886619688928566,-0.0285014033057962,-0.3083190107696236,0.6407601906705239,T_cells
+2660,0.746116015625,0.14698369140625,0.8942742484407602,4.280991856191201,5.053835929810136,-0.2741333203631033,0.0155429572000813,0.1211322210896992,1.06761534317822,T_cells
+2661,0.75123546875,0.0711184521484375,3.9445874053825953,0.7461978409036362,4.168204941809805,0.5319070378166375,0.2144043168178202,5.202579447845849,-0.6673197808872046,B_cells
+2662,0.916101796875,0.16601884765625,-0.5106467948583873,4.658959884590346,5.388410499853666,0.5162620309909985,0.0529215436512203,1.0992927733857225,1.1560556461048432,T_cells
+2663,0.888908671875,0.1187441796875,-0.0221181063535203,4.389737258660829,5.375790658883418,0.8229770764106994,-0.1006222538999545,0.0339678848134937,0.0741271149527925,T_cells
+2664,0.897013671875,0.1016461328125,-0.2188978220619715,4.492706721579332,5.601577829066781,0.5264253302146202,0.3189913206725441,-0.0026449235451361,1.535451329573316,T_cells
+2665,0.878236484375,0.18525146484375,0.2472431106152026,4.642546606849536,5.395416132967535,0.6506671736350771,3.3675966974250056,0.2741296679402828,-0.7858435278501716,Other cells
+2666,1.1066221875,0.08648220703125,0.7076172345172044,4.8562469894856415,5.447615531253541,0.5652698082412868,0.300066305362621,-0.6918000968825546,-0.4044442287507612,T_cells
+2667,0.94926640625,0.4081551953125,3.406739166690745,1.4834092869289943,4.6328869463813565,4.8142649122694925,0.4164813327172351,0.9781267947418332,2.339116837175663,Monocytes
+2668,0.961716875,0.088578955078125,4.360526148198215,-0.7020870658076216,3.969818463855516,0.5256438959985127,0.2717069816954712,5.565713440174383,2.0559839005910145,B_cells
+2669,0.991513984375,0.14426763671875,3.8958306797618993,4.591824356053477,5.536653301770689,0.5765946193962438,0.4245237976048834,-0.3178543455330246,0.3593171973023649,T_cells
+2670,0.817130703125,0.088103076171875,3.335724165088613,0.6773420796647905,4.888261019407382,0.3706690636870977,0.8107754578373005,5.7017091707961285,-0.8740083693083311,B_cells
+2671,0.785176484375,0.08702349609375,5.172733121676015,0.7850145873470751,5.004523097678902,-0.1366738204934453,-0.1376986743495557,5.28874596035052,1.8550943730073688,B_cells
+2672,1.291901953125,0.1262832421875,1.3314167874843184,5.17364206325203,5.5265674192698295,0.3821208494028773,-0.3731947748452396,0.0613919685306161,-1.0167735888874485,T_cells
+2673,0.97849984375,0.13229984375,1.0585594903704787,4.4482959730762,5.203454992609685,0.2259494881074416,-0.3767731522572644,-0.4905447981893333,-1.6075174705170272,T_cells
+2674,0.745868515625,0.08512658203125,1.1562562915998742,4.470949472258339,4.877089947939687,1.1785236959748748,-0.2022739689224877,-0.4520111753383335,-0.6137331928433246,T_cells
+2675,1.1428621875,0.111512978515625,-0.0003984865771725,5.0363403055299605,5.399153534838801,0.4466584715937864,-0.0029062318172321,0.5140184593012411,-0.1882254309129485,T_cells
+2676,0.972683359375,0.107945986328125,-0.3649939480773518,4.64293961410627,5.427068546976097,0.2710709342777471,0.1841183204682647,-0.0623149422962044,-0.0204624311749666,T_cells
+2677,0.878630390625,0.13351083984375,1.3965330321568672,4.816462427879232,5.156863738751732,0.7072559141928991,0.376058082287474,-0.4862084072458354,-0.3471663946132615,T_cells
+2678,0.873079609375,0.0680303369140625,0.8145963319442062,3.852943212023977,4.602823683017539,-0.5680277040721975,0.4013491697036458,-0.8974930259888282,-1.1428818613891456,T_cells
+2679,0.729328984375,0.11614935546875,1.3151737173047842,4.04881955197885,5.209347721683919,0.4250908396313889,-0.3666872407057617,0.0537418659315015,-0.2756015212325172,T_cells
+2680,0.99094296875,0.13616208984375,-0.2343681128179079,4.96939442830042,5.561406633414661,0.3795843356207893,0.1395125599954864,-0.535806731982099,-0.2257019688827998,T_cells
+2681,0.967038203125,0.128215556640625,0.2347331881353133,4.5591489120851705,5.55866326677538,0.7454051251173678,0.2867335599319152,0.4122246323989272,-0.7740900834389399,T_cells
+2682,0.72877,0.1502668359375,-0.0911724529991488,0.7446225179223509,5.050579600589211,0.2429250175332526,3.274133154566862,0.4777397499972089,0.7443677619717752,Other cells
+2683,0.891673203125,0.0689142822265625,1.0513088680939005,4.624138076397632,5.112261369648488,0.4100918624657549,-0.1146882598616489,0.233348917801076,-0.8766953746181341,T_cells
+2684,1.04597734375,0.0819892578125,1.1321613153606036,4.942974970312312,5.5985728406094255,0.3575733014034715,-0.2543927489156261,-0.1590236218229185,-1.8996834291891256,T_cells
+2685,0.872955625,0.1402577734375,4.474342677257292,2.1192857538129743,5.062536717412904,0.1891529538841693,0.1983848630830066,5.538683926133003,0.842895681987192,B_cells
+2686,0.756382734375,0.089414296875,1.8499807238550965,4.790414047671908,5.187416874484747,0.3939905801786778,0.0760972017834234,0.0841331380021225,-1.020416880621554,T_cells
+2687,0.966493203125,0.0778401708984375,1.2571650014040452,5.109136165962974,5.198025188514687,0.8863728121004113,0.6211669094137746,-0.1470262936949533,0.4722921184643974,T_cells
+2688,0.929512421875,0.13382349609375,1.163368489334589,4.734535488842655,5.44171412176353,1.0525721626213458,0.1176097020801793,-0.2802655688162605,0.6868975980707058,T_cells
+2689,0.913976015625,0.150717509765625,-0.0161587645528591,4.364125177691344,5.069632362826095,0.5832349964465857,0.1231121365374198,0.6492231432589719,-0.366116375068104,T_cells
+2690,0.971044921875,0.125414296875,4.945180259765039,1.643800884469104,5.118778038865783,0.6964817958871875,0.6777293610536872,5.814412050661578,2.598944934071613,B_cells
+2691,1.042186875,0.119335888671875,0.7038881682662438,4.531708974723494,5.4282160920631375,0.6103894328070413,-0.1382765140420944,-0.1341577775860158,0.043318516996998,T_cells
+2692,0.96401078125,0.071232470703125,0.7626827564005678,4.968482852772901,5.272767983303767,0.1210751384637913,-0.0238377622067447,0.1572982060921846,-0.6478228279479696,T_cells
+2693,1.057849453125,0.1031919921875,1.2002731693973483,4.756041887725824,5.09768861750181,0.5541671071585648,-0.3294853807835676,-0.2193345121259293,-0.154137490730038,T_cells
+2694,0.605703984375,0.11113671875,1.7975319623529835,5.338426288346236,5.18149284264158,0.9242851052859078,-0.0285689039431801,0.2820784447149791,0.7085563542559002,T_cells
+2695,0.963645078125,0.211899609375,3.318939934513004,1.878402928436481,5.004887904376499,1.2940854368175243,0.0008939704144407,0.2043303121520371,4.388531209158765,Monocytes
+2696,1.35857109375,0.29869146484375,5.401324867991411,-0.8508535880099533,5.565033589567932,5.1481095760562745,-0.4384724187911477,-1.2739981756250516,4.519050329639718,Monocytes
+2697,1.16417140625,0.15873904296875,-0.4602820980402868,4.164285942423129,5.424559918983428,1.286999355746537,0.1409681005708376,0.3765037726937794,-0.8752144189273767,T_cells
+2698,0.868404453125,0.1571919921875,-0.6043245859424714,4.569295946189371,5.517787387060971,0.8610679324036417,0.170473759599691,0.7772034276112669,0.0458134090929883,T_cells
+2699,0.5367115625,0.132401259765625,0.9813658161289242,4.910484668782929,5.420160927773607,-0.0636622484539746,0.0843261919331743,-0.5680204866334888,0.2555739713370901,T_cells
+2700,0.707855625,0.18416228515625,1.128613000931003,5.361943584140364,5.716536768416229,1.779282142289914,0.436257964271839,-0.3754160238203113,-0.9987843668204036,T_cells
+2701,1.0919865625,0.125891376953125,1.135015538939543,4.242720973171955,4.954529864698077,0.3117858803481693,-0.6081913903474979,-0.3419766007794854,0.1419325579743933,T_cells
+2702,1.4304375,0.30010458984375,5.164230786068774,0.1175674666784302,5.842591157117581,1.0668701295055305,0.5568536462463678,6.45677911283955,1.8467035551992936,B_cells
+2703,1.09093140625,0.4338662890625,4.762341980429782,2.5949681867267835,3.873098925838636,4.307874107410298,0.7375969782962082,-0.3855816273308516,3.539186273493604,Monocytes
+2704,1.230387734375,0.17259294921875,-1.3108641551084723,5.49784973331166,5.509403201346331,1.0440545440002933,-0.5049225884200166,0.7339970149596099,0.2493148983038888,T_cells
+2705,0.4907951953125,0.1955984375,5.665335375316154,2.540002502871063,5.380481482513202,0.6929942174743043,0.3256873477805868,5.657177899375429,1.075478918760535,B_cells
+2706,1.094028671875,0.097217392578125,2.3949326714393053,5.05657612741601,5.393081151724632,0.164045031583905,-0.0936751847465311,0.1301018327030198,0.7325562526527649,T_cells
+2707,0.7418890625,0.08595111328125,5.220319911260481,2.1341074767831385,4.391539544895176,0.6797739358545862,0.4574970002415582,5.163119168265567,-1.155626761150648,B_cells
+2708,0.81584375,0.096554287109375,2.3487521489764207,5.323160302550932,5.452279044598496,0.7486640387665546,-0.2382326266983756,-0.7654376060128045,0.2635403461214492,T_cells
+2709,0.85774921875,0.13501349609375,0.7467284242862308,4.262075094101655,5.087738083503688,0.2203249305227597,-0.101427705251418,-0.1517420628233947,-0.943033848633252,T_cells
+2710,1.0208540625,0.095450703125,0.2196301039919009,4.740884593358909,5.441921294387691,0.8642305665557448,0.0010054822256612,1.0115590884099,-1.0823425290536066,T_cells
+2711,0.93378015625,0.1438163671875,1.879164370441133,4.434400720435782,5.421631674207778,0.5030572417091292,0.1955521826654527,-0.0224362922308566,0.3976291773809934,T_cells
+2712,0.9644053125,0.14579189453125,1.906472218164952,5.332847728863731,5.716708736086408,0.8580112325980037,0.2001279274158083,0.3978075919928869,0.7289840635856083,T_cells
+2713,1.170459140625,0.151502451171875,1.5896911020025375,4.746103961786436,5.764579843650772,1.0665482401701392,-0.0550233007097271,-0.2520697985460141,-0.655620650996144,T_cells
+2714,0.9924234375,0.11251515625,0.1766878561239675,4.985065166896194,5.154824603492599,0.6305574382478866,-0.0885558008840018,0.1497608879337895,-0.1067155838176144,T_cells
+2715,0.866489375,0.18747423828125,5.276302041505827,1.805345524324559,5.538875878368711,0.7405606148633929,-0.4243355518712758,4.887462720285721,-0.4573122926908454,B_cells
+2716,1.06138,0.12136181640625,0.7030614200549923,4.85132221745109,5.190855489573239,1.0266179647698284,0.3645321336323271,-0.0092668642621947,0.5668431829635485,T_cells
+2717,0.70630375,0.127630458984375,2.790074646215596,1.8606758275035848,5.162819272560334,1.038639819841373,0.1882031088718894,5.304795872125383,-1.716528892366877,B_cells
+2718,0.885352734375,0.09653748046875,-0.4514116556354483,4.931159158551305,5.448370457119621,0.6533702779808733,0.1314385112617407,-0.0649759748804681,-1.2874254415225488,T_cells
+2719,0.742062109375,0.1163521875,4.0438760401207965,1.1739832559255927,5.258318220375895,0.3773849165973502,0.4417962411896462,5.562575344280429,1.5871962006959095,B_cells
+2720,1.01356515625,0.07889814453125,3.8584171780002254,0.7675912974337372,4.393108581886689,0.9530186547725988,0.1554299725876752,5.478496852562147,-0.928149115152226,B_cells
+2721,1.2115328125,0.088505146484375,-0.6185609562001118,4.466705183596682,5.286296037839165,0.1790276833212588,-0.1392536474150655,0.0211740163320131,-0.2728791719694701,T_cells
+2722,0.886558515625,0.13390330078125,0.0756962042258079,4.484873223538512,5.422243704981333,0.4334205124086921,0.0174540924407054,-0.2615492555886258,-0.2365676634352837,T_cells
+2723,0.861508359375,0.101189462890625,1.4492876951097553,4.884347305053756,5.3973353992484565,0.5033755626298568,-0.0295175207128239,0.3236600281563698,-0.7221898818299513,T_cells
+2724,0.647954453125,0.158654423828125,1.287528029266525,4.552390040780535,5.752316569503956,0.5805905024436564,-0.3484063435289625,0.2779590393038697,-1.155905569349283,T_cells
+2725,0.902381640625,0.1971672265625,-0.1245586235034665,4.442237089250014,5.158618317675224,0.1540782132177252,-0.3975995380572091,-0.5782676252332379,-1.0424364031846611,T_cells
+2726,1.093692734375,0.27317685546875,4.152153437972058,-0.3628723809650888,4.407179639800641,4.7512228520283895,0.0991890587092984,-0.4561969857304817,3.079724187078781,Monocytes
+2727,0.920775703125,0.100953017578125,1.2620693458021723,4.591993011581789,5.550863418400468,0.4544129700905693,0.3111723079338054,0.2710267746145384,-1.1994060929539594,T_cells
+2728,1.24556515625,0.3846803515625,3.648514637307032,1.3575614083200496,4.71761655793113,4.739576706327286,-0.0304951030934362,-0.1734489966677054,2.849028989767288,Monocytes
+2729,1.41362046875,0.217286796875,5.461157413662211,2.371416100478541,5.697117517513857,1.1291127540162789,1.106353635195839,6.488625540116857,2.4272320512958445,B_cells
+2730,1.1100596875,0.094982021484375,0.947262086049414,4.158496065071312,5.409086132010076,0.9168115390550384,0.193758550340512,0.6144456694956267,0.4767889401886772,T_cells
+2731,0.830036953125,0.097492841796875,0.9900727622962442,5.207982980880231,5.414533510756014,0.9138162310101928,-0.3300673888884631,-0.1323620946725784,0.0954516745962889,T_cells
+2732,0.720005625,0.142113876953125,0.3961454304562414,4.969837756803704,5.6538982994688425,-0.2256122663134463,0.0080524282452752,-0.2515737790994042,-0.990590494140328,T_cells
+2733,0.97211015625,0.15482099609375,0.6955246483395499,4.559306626337778,5.39607384473819,0.96122883618777,0.1285149115036512,-0.0506072206631423,0.9649994428005102,T_cells
+2734,0.77789234375,0.1270315625,5.619385641412659,-2.517639286388772,5.244622354459725,-0.1945446229486326,0.0880577498652843,5.166868939009219,2.75673442924106,B_cells
+2735,0.5192806640625,0.11271017578125,0.4323790264587371,4.484720187466172,5.314185637028713,1.1160634378404168,-0.5698981609795334,-0.2214516592538509,1.5167164077232995,T_cells
+2736,0.8496784375,0.143904580078125,0.1788757749945302,0.9162428085049404,4.490587741056649,0.1788377093210544,3.6969390283631296,0.597897227987294,-0.074879112263674,Other cells
+2737,0.823501953125,0.17308982421875,5.094290276694724,2.046923758140045,5.124632740953203,1.6048826147009263,-0.6626558478657032,5.208599811308291,1.502193363271004,B_cells
+2738,0.875108125,0.12778529296875,1.010606025937991,4.50893531382582,5.486041893176138,0.2905177545193405,0.0211645054256996,-0.1992795247270791,-0.956926849534904,T_cells
+2739,1.33021421875,0.113309677734375,0.4233637603608145,5.61350739691922,5.497682732079644,0.1268488409164964,0.0755119003206542,-0.208782815965872,-0.8832563150414643,T_cells
+2740,0.5718109765625,0.13611767578125,5.349693568921892,1.899762940273645,4.664151376263514,0.2281831524196186,-0.2664569021020095,5.5118819046287815,0.1040494309183755,B_cells
+2741,1.233583125,0.08741296875,1.6871868529648104,4.846966844078854,4.733311995714882,0.3607558999428451,0.1947548320301347,-0.4109089358943394,-0.6975759778588775,T_cells
+2742,0.678258359375,0.111329951171875,1.2323423051719382,5.347377109388293,5.522291196564975,0.3048148703193828,-0.3856196423427696,0.693702696769847,-0.4964493126309806,T_cells
+2743,0.836159609375,0.085311416015625,1.205883246438061,5.236494123687454,5.03217230766087,0.4746901733258453,0.1097732302019303,-0.2150725414409005,0.8047163162523587,T_cells
+2744,1.3299434375,0.4640561328125,3.514140931355488,-0.3663251417781597,4.849315586050517,5.054515274038781,1.5542738816185964,-0.3368438057965212,4.012335464673185,Monocytes
+2745,0.9309378125,0.16446759765625,0.2691456551328725,0.0604432700210203,4.543604954901826,0.7989611506519088,4.2569675433120295,-0.3328575084945919,-0.2820254585474334,Other cells
+2746,0.70829203125,0.153406552734375,-0.7806255754634662,4.611274839580267,5.353920705691658,0.5425334597940042,-0.0149580840365338,0.7530436582406324,0.7512410948181106,T_cells
+2747,0.984095546875,0.1014523046875,0.98919039218902,5.412630096214168,5.3533874079161095,0.2633805737315763,0.3909772694419378,0.2663376604258456,0.180778423773863,T_cells
+2748,0.992612421875,0.1060256640625,0.8923500877336492,0.7320525732974557,4.7350240477122405,0.6383943496577977,3.484026289630069,0.0070409382679599,-0.7092517059792898,Other cells
+2749,0.6311133984375,0.109452236328125,-0.2214210211358071,4.349388803580311,5.019140143431997,1.7518905539692473,0.1995943764493041,0.031220680906414,0.4257262450257166,T_cells
+2750,0.67184875,0.119256669921875,4.44980276390796,0.1139745501394196,4.775043665391689,0.1389577157866141,-0.0894345554031336,5.9080670987882655,1.6472974476700435,B_cells
+2751,0.989499296875,0.121897705078125,-0.8776961027736926,4.933817204538077,5.458182010327581,-0.2473489091046429,-0.3339940218393945,0.3666701064356906,-1.0586797981417346,T_cells
+2752,0.919335546875,0.147464970703125,0.8850884155762822,4.177145242362744,5.2170269910501785,0.9844206197922508,-0.3695909042752567,-0.0691062375659475,-0.2609818792767297,T_cells
+2753,0.9132659375,0.125679541015625,-0.6890619737095783,8.047689242520077,5.530571636071658,0.2741038884437467,0.366911364632382,0.5073892040439647,3.0339443430515294,T_cells
+2754,0.82355,0.156311640625,1.42384358747148,0.3073331489999778,4.337602283300309,0.838162524977359,3.0635968756573693,0.1282782920196271,0.2662751227099684,Other cells
+2755,0.93922125,0.109183984375,0.689644163921911,4.8089022606509095,5.216256667357203,0.6034409039867248,0.4747424278264739,-0.201654712079815,0.0426660131971716,T_cells
+2756,1.229818984375,0.08704150390625,3.127307580862115,5.246479720999384,5.818100869881333,1.2823255971667376,0.1381668411693855,-0.5075502076437246,0.4935790858330106,T_cells
+2757,0.7811809375,0.103957119140625,-1.896876728649954,6.334056608685984,5.527472814276319,0.1460744742940431,-0.5860131258355181,0.4657703689651812,1.923832322292365,T_cells
+2758,0.9752771875,0.1514154296875,1.0157857813201323,4.954715591336644,5.5281274197493815,1.0593404248377731,-0.2912812606093644,0.6784707567642015,0.1112425180963423,T_cells
+2759,0.51730609375,0.104404189453125,1.0743691713431514,3.6014787850091268,4.939652013128058,1.7418815486943433,-0.1261705244668236,0.1525809020020951,-0.271212044128761,T_cells
+2760,0.676556953125,0.1556971484375,1.114617875171002,5.158604162122469,5.501658659266341,0.9933606399740452,0.0532389364581115,-0.1759967505231723,1.0344793491492088,T_cells
+2761,1.03475578125,0.1192998828125,1.5560479625630046,4.298181864092973,5.0795051701787655,0.5838123590767377,0.3486895314085492,-0.2915461796208179,-0.3579299882705357,T_cells
+2762,0.85289421875,0.10385330078125,0.9756161436538192,5.1084223150647965,5.049931965607813,0.1948818117781447,-0.0159404500295008,0.2361401525152628,-1.2139820453116177,T_cells
+2763,1.3475025,0.35515,5.890818836039141,2.674288819004787,5.637222282197614,4.710676569204723,-0.5502073319160308,1.2517440302340237,4.718217233404337,Monocytes
+2764,0.814849375,0.16887892578125,-0.3918690038177157,4.889888866258822,5.367920178291549,1.199422842227002,-0.0339719729841845,0.5790420595262764,0.2861206571380205,T_cells
+2765,1.201065078125,0.143508505859375,-0.2033338815424933,4.791657288363802,5.367371123796279,1.0847384633168735,-0.4581849087123962,0.5242227744432211,0.620772972260254,T_cells
+2766,1.126233125,0.144965546875,0.098310027673871,4.6321460350929335,5.310718834778879,0.8421154281769206,1.732930493886723,0.3268005687060003,0.2470483978905293,T_cells
+2767,0.6827740625,0.10757091796875,1.1829331191116246,5.334429934970053,5.358986725897395,1.7245197035733089,0.2000597999086028,-0.4199282104783992,1.7707359420609698,T_cells
+2768,0.689259296875,0.116713447265625,1.3343411812179284,4.768970375660667,5.203656261421687,1.0235162715655288,0.2456408984902149,0.0761621154856938,-1.1802164220901323,T_cells
+2769,1.007171484375,0.13382109375,-0.7888070097532297,4.522421421568594,5.1150450284459295,0.0715950150302647,0.4191230712679434,0.3724529153135304,-1.1052608389266168,T_cells
+2770,0.815003203125,0.092009130859375,5.18440257868438,1.8098666039178128,4.9628020490351705,0.3594086946712367,-0.5303520992623643,5.6854654104770805,1.711954566005123,B_cells
+2771,1.55050953125,0.21711751953125,5.8097965183244265,-2.010476438905734,5.764258691939693,0.9107638876832556,0.5628315338757972,6.63759488242272,2.076115836727566,B_cells
+2772,0.627783046875,0.14921306640625,0.0774992393560939,4.228664759012439,5.074002521112101,0.433916010065244,2.711747128033484,0.3376481616590558,-0.139491996680116,Other cells
+2773,0.80118375,0.092976484375,0.436551900001023,4.339447424798044,4.994926220881174,0.6444159326280902,-0.2175170630571955,0.4198646928078974,-0.763755788486489,T_cells
+2774,1.33709859375,0.6369688671875,4.578903171096977,0.9524833232493276,4.677971463796107,5.112293613550622,1.9733524710850825,0.3760366025734832,4.045823922838738,Monocytes
+2775,0.6338469921875,0.1245171484375,0.6470467818549972,4.990571774091586,5.828658472279566,0.576434606149058,0.4339828390444796,-0.2074277721257732,-1.3024483836146954,T_cells
+2776,1.057879375,0.13844486328125,0.1255835139124063,5.480036872809735,5.221844888585299,-0.0491477507478862,0.2841249780752944,-0.1958081461472719,0.5161899296133825,T_cells
+2777,0.6135847265625,0.192719375,3.699950660919665,0.723325965235954,4.131621792775514,2.2934585024687686,0.0669779384007228,0.1970782650764736,2.457434713022649,B_cells
+2778,0.907599296875,0.11986216796875,-0.0738850011210546,4.548281763647255,5.4122034976293,0.6919485642022862,-0.1558610687183657,0.1228946099536693,-0.3737294998673724,T_cells
+2779,0.873962109375,0.09865103515625,0.0175602933036159,3.90983011951848,4.748375053752111,1.043369557700569,-0.4474819532109942,-0.2589455154162634,-0.4265066853151374,T_cells
+2780,0.758496875,0.110562421875,5.525679296682329,-0.6842381188840856,5.073126307106338,0.8893539729400578,0.2122736949658827,5.693511675923351,2.3852815032728523,B_cells
+2781,1.00910484375,0.522584453125,3.592481572935336,1.8046352238179493,4.743271336079827,5.217639127183718,0.4362308873653669,0.4124330934665084,2.278402627919768,Monocytes
+2782,1.019406328125,0.090756123046875,1.4351682949255578,4.572424053013592,5.027962190338187,0.7592143330124071,0.3233741184540145,0.1989557290551658,-1.4041841563069457,T_cells
+2783,0.914072109375,0.146426796875,3.446986223865603,1.2443013948158437,5.26641742243396,0.9846235054428344,-0.451337476455505,4.795269182967243,1.401990664238692,B_cells
+2784,1.193488359375,0.4155265234375,3.882977129390495,-0.2709944706612782,4.779489178701776,5.433519885096108,0.4006299141922771,1.7924810339568384,4.230340485052233,Monocytes
+2785,1.74315109375,0.4498975,3.6847982267540096,-0.0267793367213682,4.781666923937837,5.611662339507549,0.3127895815323518,-0.251322199127605,3.465589279667002,Monocytes
+2786,0.808693125,0.126853935546875,-0.1417143921558424,5.256635034333336,5.668945986863486,0.565219466971979,0.0911267114835297,-0.4447113781539267,0.4581629038874653,T_cells
+2787,0.931136328125,0.124388720703125,1.0465750119774633,5.326401503051582,5.666158219162244,0.6800443095816079,-0.4202185317895828,-0.2285053447967707,0.0402800050757046,T_cells
+2788,1.67640109375,0.6500478125,3.24147289638404,1.7455378161288853,4.552747297199409,5.517512515166772,0.8545586497065181,0.1043774206501551,3.9966201242210775,Monocytes
+2789,0.96790015625,0.1055371875,0.7654266479529113,5.119126189975713,5.521415206818818,0.7424605643635321,0.0062823838181202,0.1974334835386886,-0.8569686527714749,T_cells
+2790,0.864764609375,0.10098001953125,3.623354592418378,1.6153070613509022,4.738669363960179,0.6141595680881105,0.1742942758160747,5.363763112789531,0.1100084784286185,B_cells
+2791,1.02306796875,0.068749853515625,1.2499207330586626,4.702982994585462,5.049163057674004,0.255350253085525,-0.0914895296401548,0.393035745532813,-1.2650404564936115,T_cells
+2792,0.9672259375,0.151969921875,0.9441096032086934,5.572218614833052,5.65349451998076,0.3910138787421033,-0.4120108856748625,0.473658187611717,-0.5560877209491689,T_cells
+2793,0.297745859375,0.1106140234375,0.6890358947425277,5.2040316912587405,5.754976338036425,1.1529651211841598,0.1908865781295577,0.3217046177723671,1.7896413409864262,T_cells
+2794,0.796345078125,0.09454455078125,3.723465302559566,0.7549057904851083,4.285083854015712,0.1104215826411926,-0.3421946128784671,5.965431150064053,-0.6674526896169575,B_cells
+2795,0.686026484375,0.126374453125,-0.612938147730572,5.001412945121969,5.8154625847909,0.5544676079528856,-0.0058550193311509,-0.1502970001733499,-0.5071261703918718,T_cells
+2796,0.6072872265625,0.09946357421875,-0.3050223578641128,4.03444719135352,5.208095865141496,0.2525301686803112,0.4502362000504477,0.1261170796477698,0.9451523267200116,T_cells
+2797,0.985738046875,0.194536015625,0.4247199758085425,4.015276491496809,5.429755149183353,0.8715407455756565,-0.3524145139360089,-0.0861822523478556,1.3648802234863986,T_cells
+2798,0.890654921875,0.1015069140625,4.7296839360730445,-1.556472807009288,4.971976415082034,0.3734117864837247,0.090861429039979,5.328216556909904,1.1927745064260122,B_cells
+2799,1.13239234375,0.3072273828125,4.5281223964097945,1.140294214439535,4.620863639919249,4.024020544997771,-0.3157155121839547,-0.0746723270831868,3.3661968777120195,Monocytes
+2800,0.4369165625,0.1506323046875,4.357828781381659,-1.1358175450822643,5.430385953452157,0.5042195401359202,0.5608479392234813,5.029946700764391,0.713827853206819,B_cells
+2801,0.78192375,0.096728916015625,4.182361237416513,1.5147449744078678,4.60455461337054,0.6334710622978865,0.5502924353998719,5.698075002614175,-0.3115682843393272,B_cells
+2802,1.08491109375,0.12682453125,0.6893945830856357,4.348640850781405,5.474560612574809,0.5285046890316407,0.0402787938525563,-0.589075910409984,0.9635240595531568,T_cells
+2803,0.898165234375,0.083992998046875,-0.1155585098737024,5.51988568281048,5.2714349206804245,0.7951619689864654,-0.0364593821352023,0.1868382226119934,0.2519216254806991,T_cells
+2804,1.173820390625,0.3852809765625,4.295463899479444,-0.8271441663518082,4.85581865016286,5.137289682150312,0.1053899324689978,1.0335711297377772,4.043389321459892,Monocytes
+2805,1.3245559375,0.5557367578125,2.647155814670654,1.3451683322772787,3.922820948226781,4.786358907556938,-0.3077004914709644,0.3671899277508828,2.7154003980400643,Monocytes
+2806,1.210702890625,0.086212763671875,0.5447310619539296,4.51102187787874,5.308459234926048,0.7085102788014727,0.4738765768599361,-0.2046426473876333,0.4740664185303112,T_cells
+2807,1.120645546875,0.422668515625,3.533051051345263,1.8915238465206416,4.767583896833759,5.142691921586431,2.016074692225719,-0.7185320078397847,2.34206488926596,Monocytes
+2808,0.8916021875,0.133329619140625,-0.3886546823850912,5.029298227037625,5.572840955188312,1.962061305335706,0.3660649957703104,0.4600543771659644,-0.4575659569513158,T_cells
+2809,0.868526796875,0.0828912109375,1.5391846120832848,5.096067464304074,5.3427065350978085,0.3344476774844176,-0.1808176189056379,-0.4926882996985599,-1.4132497797304822,T_cells
+2810,0.857783125,0.17804666015625,0.6455409798966754,4.584486726594312,5.443278675244797,0.5073021057581752,-0.33867339651169,0.2564133682228931,0.995866225216776,T_cells
+2811,0.858690625,0.110130947265625,4.760674734660319,-2.1855182123688257,5.119635363810793,0.4046237481219374,-0.6373570983277328,5.526898546002734,0.0393544175641207,B_cells
+2812,0.79553109375,0.10301076171875,5.166808055038221,2.161439389966215,4.85495270965566,0.863162138095592,-0.1850911352603682,5.197422391477698,-0.6898049347652631,B_cells
+2813,0.857839765625,0.190756171875,-0.3713612582685975,4.83332429446834,5.440559657561809,0.6811487710559444,-0.3054291267296433,0.9941649811195672,1.6742541826457638,T_cells
+2814,1.769370625,0.2522728515625,2.2529083990676813,6.4682642891631374,6.305715107807369,1.4182876994666505,0.0853613058498314,0.5517823781737958,-0.2338620391419174,T_cells
+2815,1.017797109375,0.159249130859375,-0.5166757680322362,3.586258259299266,5.479255406153738,1.2876099228190647,-0.0378031254133255,0.4360754359270065,0.5631402346225878,T_cells
+2816,0.887486015625,0.06943876953125,4.471903573318736,0.8411284601241737,4.53895567704981,0.5527135981054555,-0.0970107836518209,5.110846730477049,-1.1063250935208044,B_cells
+2817,1.02815171875,0.25232470703125,4.936241795169729,1.2353381052410282,4.594205752266488,0.610849188493091,2.9208714626508865,0.574478051630428,3.869521110920316,Other cells
+2818,0.997853671875,0.11932087890625,6.120490796524952,0.3789752257855239,5.228156176944584,0.6056826938833985,-0.1632705787416488,5.874867335965255,1.7640946204104002,B_cells
+2819,0.7385675,0.11610314453125,-0.44569641363497,4.710550014249889,5.579952375201393,0.9258429126674872,0.2675402214654678,-0.098371388841854,-0.2742929788633536,T_cells
+2820,1.066325234375,0.101863974609375,-0.5638927238225266,4.811159551222056,5.49301672400729,0.4688440225620847,0.250286959481934,-0.2189510458282664,-1.1209246303163791,T_cells
+2821,0.4235652734375,0.140107744140625,4.424316612063007,0.0736734204520919,5.201655427851917,1.499989418094325,0.327242361498535,5.837125493521052,2.286970817704447,B_cells
+2822,0.827719609375,0.13742109375,0.959022514982509,0.0748470145014949,4.696745647785419,0.8555436391934138,3.1455718945698514,-0.7276842208116712,-0.0457296162185868,Other cells
+2823,0.987780625,0.114250634765625,2.0729650958777643,5.28644157332893,5.245642039297033,0.7830387876967259,-0.3913096496970147,-0.0544689363710348,-0.6400814469073329,T_cells
+2824,0.78762296875,0.09650927734375,4.604217363932831,0.4310788393399174,5.20630479434572,0.403734135402799,0.5281756496584259,4.538304807801557,0.1439255049955858,B_cells
+2825,1.4244078125,0.15835798828125,0.174264831239482,4.507675853832227,5.271452495235827,0.6743913668841822,-0.3816063082664819,-0.4484304871014635,-0.1835846182081171,T_cells
+2826,0.852723671875,0.13339322265625,2.1476145778669458,4.6875412450413965,5.587272763849063,0.4777852868059302,0.2618594089924516,-0.2449862420988629,0.9928036583349712,T_cells
+2827,1.031562421875,0.0710026318359375,3.9906826483930047,1.828478233489944,4.867710267708266,0.5924231570536894,0.0769463640720807,5.655239335457081,1.7532457349971482,B_cells
+2828,0.95706140625,0.0722856396484375,1.4695926236123658,5.158002366337627,5.465463183216226,0.5180428099592688,-0.3503933103265366,-0.4206600551158339,0.8014120069052479,T_cells
+2829,0.90154453125,0.120863134765625,1.0145904923564348,4.6778182919808415,5.280488973399951,0.0581030384700834,-0.4828908227197891,0.5993706393681282,0.457349836048572,T_cells
+2830,1.77150375,0.2140865625,5.196267812310236,1.8625284770705484,5.700238156898745,0.6628601404639725,0.066326905202134,6.2389659155983965,2.174809093401087,B_cells
+2831,0.903494140625,0.10361505859375,0.9563324730192762,3.9338813081621984,5.245738682985654,0.9515351201796798,-0.2307326718435129,0.2389827008858903,-0.9032831350098476,T_cells
+2832,0.72250671875,0.086047138671875,0.944451969886878,4.059418604584844,4.747222574792784,0.5668933711850527,0.0300784619418176,-0.0718459218729569,0.2741891657132521,T_cells
+2833,1.0413915625,0.102011591796875,-0.2197471274451344,5.10558858733082,5.460135015025801,1.036394996807419,-0.3230927971780666,-0.1068166085562146,-0.8626334031783545,T_cells
+2834,0.96235421875,0.086102939453125,2.70787452308,5.0618966123599645,5.426152802095773,0.4550621421566356,0.4263451852223451,-0.5308221842656068,-1.6390766630337608,T_cells
+2835,1.0408025,0.22567529296875,0.4764514510307674,0.7512897087771648,4.507387317339926,0.5806745583670125,3.7033830442297337,0.5070622929142631,-0.7408994235146084,Other cells
+2836,1.05224875,0.083274677734375,1.5565858156587775,4.947163265856871,5.281597988074831,0.4554053264497181,0.0156159316921952,0.0870335373869473,-0.8532423665397751,T_cells
+2837,0.90397640625,0.09865583984375,-0.0770832843395309,4.668401582342722,5.869145507027144,0.4286095429578498,-0.0487264847032619,0.6444031790858735,-0.5752664023050392,T_cells
+2838,1.77487984375,0.19027849609375,-1.3086660236507417,6.9827192742781525,6.186851238889767,1.2777764493752488,0.5549866499112281,0.0784134970223895,1.894661360378024,T_cells
+2839,0.87699234375,0.122979091796875,4.661874526517269,1.8689910847894888,4.862397409788088,0.2846596037274938,-0.1073903234670584,5.668377265686678,-1.2172715924308768,B_cells
+2840,0.876420390625,0.1149449609375,1.7127537643053734,4.905295735746632,5.505378368201808,-0.0245140477595396,-0.3649763635117858,0.1745377724350401,-1.3577718624029718,T_cells
+2841,0.951088046875,0.2189403515625,5.069780707192866,1.09223832683321,4.446145483581637,0.4904123167992034,-0.411206556462142,0.7897750996018732,4.101773476362637,B_cells
+2842,0.911434453125,0.388142109375,3.540408061760286,0.9977138642168724,3.1034343549564296,5.146401361961092,0.7818450989494581,0.2211418898099516,4.21596957485236,Monocytes
+2843,0.8562428125,0.092488603515625,-1.085018893314916,5.418504028328471,5.227152200296541,0.2837783957133206,0.2803857339317592,0.3485063356120264,0.6708292527360833,T_cells
+2844,0.809192421875,0.103103779296875,5.493665524347344,2.2766401325363588,5.139150005762655,0.040654224678703,-0.5544905046431072,5.80630928473954,0.889192571873677,B_cells
+2845,0.85092359375,0.0818536376953125,4.643621262990959,1.713228948855637,4.9695276453593245,-0.10272099474785,0.0834189683324633,5.521899396659024,-1.5209631962396502,B_cells
+2846,0.804320078125,0.112878212890625,0.5667110381516087,5.20055066001865,5.712241159743426,0.8776964821469523,0.284606624440852,-0.1746471454266653,0.411531701074621,T_cells
+2847,0.75732078125,0.065459501953125,-0.083630024732615,4.435366517152191,4.791368836129267,0.4552075843435744,0.1916933659016515,-0.2960681574822552,-1.454718459870527,T_cells
+2848,0.9330396875,0.101649140625,1.3860633134050095,4.571566319458784,4.889356409923578,0.4150931486435975,-0.3061014086279703,0.3696633594047701,0.0873289097635513,T_cells
+2849,0.857746640625,0.143591328125,-0.2854860442700596,4.947385287478606,5.587636066138807,0.4633538603253772,0.0212240432476297,0.4984914837558888,-0.320487932543295,T_cells
+2850,1.143064296875,0.13037111328125,-1.2656381877936973,4.816016947272052,5.572365946035433,2.1343891422776964,0.0710964306408288,0.7799333245975139,-0.3543303444254621,T_cells
+2851,0.87154328125,0.132405458984375,-1.3832099922360177,4.762904511339283,5.174624301235996,0.5531919462967259,-0.247842547701093,-0.09109852139864,-0.6222082087590542,T_cells
+2852,0.715795703125,0.09074412109375,-0.0072206396821339,5.437453117929973,5.340576097508881,0.2358960545367583,0.0555424776906144,-0.0156929253439387,-0.1726076852314039,T_cells
+2853,1.187433125,0.34659484375,3.608754809441906,0.5720957019338299,4.934435051681574,5.092673638106223,1.262435683627208,-0.3000276008370991,3.348262392978605,Monocytes
+2854,1.0316365625,0.13981669921875,1.247626901277011,4.915518534396895,5.511435814009666,1.0972677108885531,-0.3601837288372945,-0.2114272134878808,0.03828387575861,T_cells
+2855,0.9790290625,0.150641904296875,1.2910750702741092,4.619973681760345,5.519129632462892,0.8100529157348334,-0.2263238995352963,0.8932604023686264,1.2747510345493267,T_cells
+2856,1.04019859375,0.105718408203125,0.6460824651020379,4.762271250472321,5.595245326205586,0.2259004972561332,0.1029811270089579,0.193288261476535,-0.7214712533270884,T_cells
+2857,0.82080953125,0.46388375,2.424821305072253,1.371922627088516,3.369606289296359,3.4568443731924585,0.1015089778778381,0.8430144586506028,1.3195869363156258,Monocytes
+2858,0.934905078125,0.12907130859375,0.7025406932312668,4.896018243628428,5.382709633895834,0.7646882043445384,-0.1420346824034639,-0.346808471211267,-1.4150996646308769,T_cells
+2859,1.00282015625,0.14464810546875,1.751854362220625,4.390645736302298,5.090087077531031,0.5266700674685197,0.1692851222080733,0.4255508947095661,-0.497734629933806,T_cells
+2860,0.780680703125,0.13069697265625,-0.7743399772529114,4.388021684569455,5.599369185191766,0.7096204348407887,-0.1205985260688888,0.0434928908033174,-0.9526816052757108,T_cells
+2861,0.960121484375,0.086009931640625,1.964490187109242,4.324970317659398,5.246368871164263,0.6759164387768399,-0.3624317280410446,-0.1622651573102005,1.2137827300243031,T_cells
+2862,0.91340984375,0.168753515625,0.6921368970893228,0.8592315536377613,4.492390398006957,-0.2430227485411506,3.701274341183992,0.6122470014301933,1.7067495996401338,Other cells
+2863,1.014628125,0.141399755859375,0.1569977922453937,4.37790182822707,5.2656403655397614,0.160491892865009,-0.1655930630772496,0.3852856820973243,0.4583334218961702,T_cells
+2864,0.871661953125,0.140734248046875,1.2658964299820954,4.641485199098853,5.491964484211305,0.7145698465482082,-0.1204562289363643,-0.178523321371961,-0.5488260968812576,T_cells
+2865,0.83060484375,0.077986591796875,0.4201312682482348,5.088618767143252,5.181125464446491,0.7761666134093284,0.400111357228575,0.2255835966838316,-1.3076497492577543,T_cells
+2866,0.92038609375,0.115654267578125,0.8252021239625305,4.405877982780465,5.387336665347003,1.1440203840652758,0.0998151160301319,0.1748922642780509,-1.3741117411536623,T_cells
+2867,0.913029765625,0.0813129443359375,3.293554428699076,4.478284811276091,5.490764472816071,1.438279072767489,0.1586451495895321,-0.2221241118987196,0.8913546360985317,T_cells
+2868,1.044896640625,0.149988388671875,5.43787841608587,-2.031648074147128,4.679324993442728,1.377872099014371,-0.6775559366279351,5.89677686687373,-1.2101908447549703,B_cells
+2869,0.672291953125,0.1155084375,0.3630531818202405,5.477702014860037,5.172610427885747,0.7923923868358932,0.0252838407247716,0.0285686689503546,0.2585508622605442,T_cells
+2870,0.775151875,0.11161259765625,0.7919958604796542,5.103972535417156,5.639048226261412,0.1707541971628793,-0.5106466419804085,-0.3623645513448965,-0.5908712507604922,T_cells
+2871,0.9249321875,0.19446677734375,-0.0760620555480208,0.5892754040121779,4.683978826233477,0.09410426516575,3.1609985050989584,0.1013682159243229,0.8932162466875448,Other cells
+2872,1.17031125,0.41267328125,3.723705681482393,1.4098931141288074,4.557333515159729,5.462785491578548,0.2059643734452846,0.7761994038642782,3.882258563446941,Monocytes
+2873,0.762578984375,0.150032197265625,-0.1012915857948258,-0.6511645606146961,4.418173215010062,0.6670143173418843,5.53620005236604,-0.8078220265738039,1.485531937354582,Other cells
+2874,0.8698028125,0.09928654296875,3.4557950036345924,1.0922189797338269,4.752299118656675,0.334129103896643,0.0260769049020032,5.806160575289864,1.5853150352940222,B_cells
+2875,0.929475859375,0.17412201171875,0.8936358385886175,4.442329651879495,5.304595133498697,0.1458878489215772,-0.0460796759213099,-0.3955716263397146,-0.5125504688183784,T_cells
+2876,0.944681484375,0.0828678125,5.355943727586308,0.2384086364933577,4.710920612468617,1.7904851789079994,0.5464569981306251,5.755976360532932,0.2617739259698715,B_cells
+2877,0.745807265625,0.08229111328125,3.528363773178933,1.3383494462102297,4.945911818921304,0.1518699834173813,0.8572227396480894,5.70791979569041,-0.4208130505122605,B_cells
+2878,1.248109453125,0.096122216796875,0.1448595042093709,4.958760517004631,5.580587535261052,0.3610396149367887,0.4039743415367109,0.0459689838539373,1.3050937897050527,T_cells
+2879,0.86057703125,0.148585947265625,0.7905749814077111,-0.2380035233704935,4.801999860278708,0.5503012929801603,3.455085872231676,-0.8033534713473347,1.4160882035880635,Other cells
+2880,1.11976203125,0.077628935546875,5.130135816258333,5.163617540614357,5.4337800653346005,0.0438419338905022,0.3912223753703628,-0.7948613844912479,1.457018176171821,T_cells
+2881,1.226628359375,0.500409140625,4.69987511893883,-1.5268991994603447,5.035688870882052,4.735084935288207,-0.4802787188411329,-0.8102796202053985,3.7256231998340974,Monocytes
+2882,1.42733359375,0.140643037109375,1.3716304609279262,4.167663321442229,5.205138001642849,0.7322699893411303,-0.1711935105433641,-0.0968359587322508,-0.5046747758792965,T_cells
+2883,1.34029375,0.118311513671875,2.236385468964013,4.774029151025709,5.110944135918938,0.01923090365968,-0.4186788865827253,-0.2410520648846451,-1.2863919673835555,T_cells
+2884,0.93618234375,0.13883494140625,2.810371595686728,4.891250899369341,5.676893195602879,0.3221509743131608,-0.0489152224372669,-0.1162175796601788,0.1961058075099777,T_cells
+2885,1.2505203125,0.1769238671875,0.3004570695970175,4.345681365763931,5.337591265801206,0.6655729705047274,0.0632660316304035,0.997127605014009,0.5819214616654027,T_cells
+2886,0.994730546875,0.1089253515625,0.5846753649208352,3.9902691732036457,5.103157847786664,0.9211470181294448,0.068736708672492,-0.1270533504900448,-0.0167992395224546,T_cells
+2887,1.02238453125,0.1759253125,-0.0023468121116059,4.4963369642555415,5.748723985325422,1.0850379249304296,0.0622967856575212,0.5409133785106504,1.2075205103837128,T_cells
+2888,0.70401578125,0.16670537109375,1.0425677071665316,0.7031629402413693,4.947758593368016,1.1125573060247562,3.1779552770287807,0.4199814614231481,-0.7066528506516485,Other cells
+2889,0.931666875,0.159873828125,-0.5303476609507175,4.573898520170342,5.875046929468212,0.3859294411644672,-0.5410549341183666,0.1235288462471569,-0.0957519116131246,T_cells
+2890,0.740595390625,0.124700185546875,0.5905807435662646,4.508575819558238,5.700773438456724,0.7922652552199279,-0.009167796497715,0.1158027130858403,-1.124722839010462,T_cells
+2891,1.261882734375,0.44074484375,4.407691493416663,1.7668566157241647,5.11374064700309,5.215398639516466,0.5762816972418056,-0.3815347481830212,4.1927896182143884,Monocytes
+2892,1.3219378125,0.4268915625,4.441744069238189,-0.0824229786656511,5.447722087362768,3.960122364622866,0.6086438154868896,-0.023681416467035,5.2384970703457805,Monocytes
+2893,1.128036953125,0.406749453125,2.8584429811997243,2.1221835034028613,4.647587799255691,5.543789865440753,0.7441994722327095,0.1850820600297374,3.749459571896512,Monocytes
+2894,1.168666015625,0.101477509765625,1.6278034390245246,4.888256871133901,5.470362346987971,1.523885990009673,0.0740019419841998,0.7744147788862734,0.0910401689365989,T_cells
+2895,0.905522578125,0.110858271484375,4.701915246984688,-1.4574846017625682,4.598271603159769,0.6859113215452489,0.3401887550843917,5.934354219868526,-0.8148304490193456,B_cells
+2896,1.032110859375,0.10424697265625,-1.0692898164590816,4.9622174118957725,5.5098407143969705,0.5481384865572408,-0.2152121449923781,0.3837670645173187,-0.1424887144572187,T_cells
+2897,0.774973359375,0.1456640625,-0.0361011012958146,0.5898276008933986,4.713555588327322,0.2104570386564867,3.871871595690114,0.3641315550398233,0.4302185462374006,Other cells
+2898,1.057007890625,0.15548890625,0.9299620809339976,4.292295415308254,5.035716133797148,0.4192358787395267,0.0273165100115227,0.3808407609549432,0.6632434030258046,T_cells
+2899,0.980390390625,0.182057734375,-1.1044320713864428,4.6353453094759605,5.555225489521733,1.374797706195725,-0.4483722060470724,0.3513875727530445,1.2145019181268015,T_cells
+2900,1.4266309375,0.276450546875,4.901519469980021,-1.7535179254276316,5.546211188516952,4.227900597047153,-0.0793274081906265,-0.6365766738995334,5.002642932867699,Monocytes
+2901,1.30230515625,0.635056640625,2.4937101916928284,2.122097733587248,4.655206090854962,5.01032718906815,-0.1729948929149125,-0.4236313374427715,3.5635179603984524,Monocytes
+2902,0.73205359375,0.3316837109375,4.239882653739069,1.0719980272176994,5.006626923219837,2.856640694726283,-0.660564862694973,0.1706282290520051,4.945060336181891,Monocytes
+2903,1.052022109375,0.1080648046875,0.0478390844696755,4.20364394069162,5.128633731982444,0.3446182518959024,-0.1150590020330985,0.6575630733198234,-1.7647613134396638,T_cells
+2904,0.85658390625,0.1816424609375,2.6019509707182857,4.583458852947918,5.61399078294479,0.3596261553990539,-0.1236183368101752,-0.5539059010878562,0.6015264106461848,T_cells
+2905,0.72879265625,0.102846337890625,5.080850928514326,1.6225660157801565,4.809980854167829,-0.2998642667796871,-0.0727418156223915,5.592705665764362,1.6022715317870184,B_cells
+2906,0.458717421875,0.135528388671875,1.1240403572149094,4.935822849112292,5.343854739898134,1.598796994710342,0.5164117294377503,0.1494677341706595,-0.14075462325633,T_cells
+2907,0.9326828125,0.160376708984375,-0.1735106514604864,3.680588164933604,4.614972694055676,0.749005451016546,2.470753446626781,1.217635333275351,0.1025177326442476,Other cells
+2908,1.101069296875,0.159766416015625,0.7797324849547241,4.955449130466343,5.378409209412119,0.7580168929666465,1.8713568774524367,-0.0767051215022185,-0.3911800441087428,T_cells
+2909,1.2237484375,0.097255205078125,0.7514766789345761,4.568945671987699,5.389774528100303,-0.0192957649576817,-0.271839923813063,-0.076552520163999,-0.5006169130275795,T_cells
+2910,0.7216109375,0.128827666015625,4.009197302718468,2.0926817957404427,5.149909970304488,0.3740965432698912,-0.158050914184701,5.720200100333428,1.048937011495319,B_cells
+2911,0.81803046875,0.107594326171875,-0.541223521352938,4.239352118387373,5.296928037054094,0.6356194405736105,-0.2417580437651507,-0.1626733229213903,-0.5866478125076445,T_cells
+2912,1.3956353125,0.360486640625,2.4018078141478734,2.2267597848338903,4.459889662823074,5.17622830921398,0.0559401229238445,0.376454808669392,3.5982513730953385,Monocytes
+2913,0.88813546875,0.136671572265625,-0.4113297861642034,5.032708022878982,5.4450680741175175,0.4469292329040987,1.6812339660148343,-0.0944006661856289,0.18184650056889,T_cells
+2914,1.179623671875,0.149508310546875,1.2403630031536483,4.869573271446928,5.464571927517851,1.0178834961206682,0.2410211498501188,0.2160948436377876,0.4961395702786992,T_cells
+2915,0.711686484375,0.1437059375,0.1874117325374448,4.974385197339725,5.68502866840367,1.1257188243401672,-0.0158286804275244,-0.2749828102987595,0.9027884974282286,T_cells
+2916,0.76305625,0.124704970703125,5.943472548588631,0.6021312480800589,5.258739385497744,0.5052316862857704,0.0327903141296459,5.155795700647506,-0.7237107683358697,B_cells
+2917,0.891593125,0.122301572265625,1.0303562646213098,4.178527481969314,5.384343704115161,0.3620703581749566,0.0098536498132182,0.2608308329014255,0.7579166536301033,T_cells
+2918,0.8644021875,0.130472548828125,4.0529420474868765,2.2988590496032777,5.165527962809507,0.1855679643014576,0.5365713155790586,6.116567520961954,-1.6618188800419755,B_cells
+2919,0.814370625,0.0540714111328125,-0.0838600155966187,4.678827227189277,4.59410706832333,0.3404677176613658,-0.4315586158686508,0.0255945252832471,0.0665054223214632,T_cells
+2920,0.922918359375,0.09754025390625,0.3725743748226571,4.780992772397473,5.458535181834138,-0.0638324068515693,-0.3234836846371097,0.0502707888738951,-0.6467724347439091,T_cells
+2921,0.87572921875,0.08846314453125,-0.6265265022211712,5.294214855652616,4.983652961923619,0.0783042327126625,-0.1437678271013439,0.297235169621185,-0.9439548209952076,T_cells
+2922,0.71312328125,0.17894740234375,4.488186487557717,2.053260958421276,4.886631444845083,0.3354749502891995,0.2865103798404544,5.217805746359439,1.6381770875109345,B_cells
+2923,1.019505859375,0.128202353515625,-0.8601551954680937,4.83748098515337,5.283526186099384,0.7507338665935712,-0.1760204080711162,-0.4022202768884208,-0.5771507916036254,T_cells
+2924,0.771101875,0.14536822265625,3.562104940375121,1.748276356418787,5.143775433728568,2.4201274863824707,0.9734657426937514,5.696006738986133,0.5531356269776395,B_cells
+2925,0.817665625,0.10445640625,5.664963060877799,-0.4650018396138361,5.149848038663662,0.032792784690095,0.2457701733229348,5.221235486947904,0.3435290396585763,B_cells
+2926,0.921784921875,0.681099453125,3.348910901484598,-0.3832794760114049,3.5247739080259515,3.909202674700341,0.3134643997148014,0.3958874414288059,1.36037423088289,Monocytes
+2927,1.05806609375,0.11388697265625,-0.0041322228780831,4.24534610105743,5.400843526776641,1.2836744364407768,-0.2085910352901062,0.317420452972894,-0.2031794387042119,T_cells
+2928,0.892061875,0.24525259765625,1.619168777121059,4.2996013398627575,5.406014355986821,2.4170244401482384,0.2427439113351264,0.2816609416533926,0.5775897433923693,T_cells
+2929,0.85754796875,0.09223537109375,0.6623068204641286,5.2340153967705225,5.400878028658787,0.4784036670377072,0.1289650969284877,0.4721529919305893,-1.4360722157132155,T_cells
+2930,0.841321484375,0.1594909765625,0.4083120095760728,0.7392503222217908,4.820009933684656,0.4466837498243042,3.8527327677402754,0.0586365786336696,0.5642890318848399,Other cells
+2931,1.37842875,0.31249390625,4.755367606705868,0.1230880709740379,5.661169690274075,4.268225386059771,-0.6113072142074872,-0.661595548320049,5.223123335809926,Monocytes
+2932,0.6521075390625,0.1142884375,1.023567082384883,5.614178533249858,5.210922693186993,1.1026631508150022,-0.1075672457250855,0.4133137239049482,0.2105879287137413,T_cells
+2933,0.903298984375,0.1698180859375,-0.3299296319539672,4.109002915985103,5.726888244492013,0.5271513472298771,0.0321919665100531,0.2782736193369511,-0.1938912797792607,T_cells
+2934,0.848440859375,0.088209296875,4.739279785525633,1.2206394012968529,4.85329938229569,0.4207712630884141,0.7040259486109842,5.276344790496164,1.2291673910486218,B_cells
+2935,0.81527453125,0.12064169921875,4.431845854853221,0.4707386946721602,5.224530763168997,0.6790421453087969,-0.1282197473093159,6.425390450391688,1.3751288865872555,B_cells
+2936,0.8930865625,0.132544091796875,0.021814985943754,4.585192820067374,5.401218535359346,0.8362162607138343,0.6362895854857243,-0.0216632889467257,-0.6697374708964156,T_cells
+2937,0.903396484375,0.0704151318359375,1.133840221305454,4.239169509076407,5.072773773155598,1.291016261252262,-0.0640929135609312,-0.0757192028213233,-0.2879534208117378,T_cells
+2938,0.84280125,0.0786683056640625,-0.7068954203652271,5.110416276348935,4.991077772269244,0.4511660747668939,-0.1455244191593214,-0.0465473042713986,0.6095314090784545,T_cells
+2939,0.603318046875,0.11121892578125,-0.2876985557874583,5.262297833461857,5.150955351830095,1.957666936472071,0.2861969042854582,0.4094392306699252,-0.5852839332188473,T_cells
+2940,1.04224921875,0.11107130859375,1.978371435785558,5.211247776677569,5.476356138591132,0.429887556691118,0.0437981139245095,-0.5461746700432528,-0.8763850255752339,T_cells
+2941,1.046219296875,0.20513982421875,0.7749492129135033,4.75124523916775,5.393578964250591,1.2314093405471624,4.276093272420382,1.075031757385939,0.6586739068828357,Other cells
+2942,1.06753796875,0.4071681640625,3.294305780781892,1.6217494126185303,4.607350979765212,2.8846282703662443,0.1661974445832265,0.24357278336773,4.277340925649608,Monocytes
+2943,0.775895625,0.09302509765625,4.905686642115175,-0.6015534247862354,4.636492498453412,-0.05727000788228,-0.0324865535568985,5.5183982720119324,0.7491683241634962,B_cells
+2944,0.908420859375,0.127161181640625,-0.1536185402929562,4.345888905007791,5.251219136794953,0.7238602297300781,3.395744415973916,-0.2703652529776481,1.5458080331344082,Other cells
+2945,0.969429375,0.16739548828125,0.5578795967428591,4.480777719811009,5.561372736766124,0.9329785579242088,-0.3559304112947376,0.345508146575149,0.6597481534578145,T_cells
+2946,0.960142734375,0.142478740234375,0.4682297623744347,4.278966979599152,5.155236373075634,1.0106731291802191,3.1679664820148647,-0.1535201732468316,-1.5904809988428656,Other cells
+2947,1.072158203125,0.147156513671875,1.4748873175959911,4.638147931122191,5.635960542896496,-0.1804041356933328,-0.4634104108629915,1.4600577247097688,-0.8187648568533975,T_cells
+2948,1.45619484375,0.4323709375,3.4283681115335325,1.2318583183221985,4.424199483114409,5.147468158533932,3.1031774653853583,-0.1085355253042784,3.493268821913334,Monocytes
+2949,0.746289609375,0.118154287109375,2.3169691668983523,5.085892702027117,5.286830542253407,0.2313793341191122,-0.3690159849416276,-0.7185300405984667,0.1676500079089342,T_cells
+2950,0.767857109375,0.0807338525390625,4.40482806196696,0.750436800804825,4.884339224412769,0.423924179993927,0.188362498208696,5.452422776358223,-0.2479121222384764,B_cells
+2951,0.89856421875,0.10736869140625,0.7683540055109694,5.2788941874968485,5.496338958515209,0.8307990161995763,-0.2110417056534654,-0.3292381393526405,0.9457502138970622,T_cells
+2952,1.204242890625,0.30030388671875,4.887863993000126,1.3728567487330137,4.736355964661899,2.7709443622104377,2.8969551146138826,-1.0294815128361583,5.010095235786137,Monocytes
+2953,0.9098859375,0.109463642578125,5.314560588243843,-0.5710161754963836,4.990028077175876,0.3375275825594653,-0.2719530876131028,5.551318127095396,1.2199854774496817,B_cells
+2954,1.33959234375,0.4117873046875,3.6370320100164633,1.1251032458270325,4.788736922582883,5.012937885197108,2.460821062937555,-0.4024755131525782,3.194348946354878,Monocytes
+2955,1.49822515625,0.24754908203125,6.04076413131328,1.9866504803615428,5.6217320256617365,0.9811535133657232,-0.3530704751721418,6.215307098322609,-1.06061380240989,B_cells
+2956,1.054831953125,0.0792107958984375,0.5263824509164848,4.29336715345847,5.19578498392235,0.4483097657317934,0.1896995611122633,0.146722733029443,0.8984753147262435,T_cells
+2957,0.89101078125,0.151706474609375,1.4020634207481617,4.96562196388637,5.503815299375114,1.0059406794165606,0.0014226036819829,0.0899885135199961,-0.3602233324646239,T_cells
+2958,0.926923203125,0.18582875,1.0245702455422845,-0.1917325270689811,4.890738417553379,0.7669613348018988,3.958705214692407,-1.1161776474899372,-1.133723342089205,Other cells
+2959,0.83380359375,0.085534052734375,1.0781345289690638,4.756952255736481,5.031659811012992,0.7049381651250445,0.245517107097711,-0.3254002386928538,-1.4031208723885624,T_cells
+2960,0.929420625,0.115311611328125,1.236312723938682,4.628486665223459,5.582807033696248,0.2724171417740963,0.0158242066515191,-0.241550342806707,0.0526914726391522,T_cells
+2961,0.924187265625,0.12929994140625,-1.3030040004680865,4.998669863465358,5.373963752501014,0.4892162816752296,0.0696020587212362,0.1319063261606361,0.8377333804317323,T_cells
+2962,1.28231171875,0.108893544921875,0.3174868472435538,5.011552672037437,5.576691688086323,0.3435312547913582,-0.0861823680031676,0.3139891435419336,0.4318424111806128,T_cells
+2963,0.847693203125,0.15234798828125,1.0094255705043154,4.063560003840948,4.94243204701649,0.8280527478706567,-0.2111405037078443,0.2306686855087889,-0.7172878103231183,T_cells
+2964,1.107594609375,0.0784666748046875,-0.3331084650595521,4.977277776571938,5.211854394005656,0.0423488548261951,-0.3111684461089551,0.0173158990776177,-1.216002511612063,T_cells
+2965,1.06042421875,0.142909013671875,1.3917649416735518,4.837068625713066,5.563988889453631,0.8494516868314995,0.2256380329176361,-0.1627827204003486,-1.0336431479816146,T_cells
+2966,0.87171859375,0.081021298828125,4.993163907186833,0.1661345736540766,4.595433973704133,0.5619790398214944,-0.0469644013035316,5.657024546198087,-1.0483160250473351,B_cells
+2967,0.966101328125,0.126843134765625,0.8470296439363516,5.691360854787331,5.596326352284079,0.3055556431263666,0.1484383596995269,-0.1976065608447715,1.5568529130114772,T_cells
+2968,0.92450265625,0.13353484375,1.4864656380972097,4.899258333121469,5.233052826217394,0.8135372993957821,0.3748619204661293,0.149788361195776,0.2981814712680892,T_cells
+2969,0.804468125,0.09270404296875,5.577653705823904,2.746312781652114,4.9882570055195705,0.2884650069865375,-0.6524751272109817,5.369088054949074,-0.4480165945345373,B_cells
+2970,0.69260578125,0.12425310546875,1.39319049138598,5.298116943768377,5.276567441344813,1.064576294463496,0.021919809343803,0.9021691728096436,0.21365885721886,T_cells
+2971,1.035173046875,0.89954578125,3.704181108194633,1.3360297563813517,2.984814577276888,3.0891566614442394,0.1076100514391774,0.6218137931314444,1.1541922468288104,Monocytes
+2972,0.4754043359375,0.179098046875,3.9600351074730966,1.1225909783711856,5.606217888484351,0.6671771475268506,-0.3137261838256205,4.919864707185979,1.8492761298777287,B_cells
+2973,0.858933203125,0.143203056640625,-0.2671523608742516,0.1555060895289961,4.317037582561859,0.157410484191627,3.5133329701262355,-1.58497435538155,0.3507845619298764,Other cells
+2974,0.984427109375,0.1056133984375,-0.4221902301123866,4.744355820610649,5.270789658217216,0.8593264823886024,-0.2376539673368568,-0.121959297825975,-0.1031944757390666,T_cells
+2975,1.101448515625,0.147212919921875,-0.8159162480959977,4.488480870133071,5.321998148232668,0.0145551104654967,0.2525028951038829,-0.3323991929494284,0.907601356763276,T_cells
+2976,1.371435,0.12934974609375,-0.2266432764318724,4.434975123585692,5.314054254289101,0.914904754895075,-0.1862787120511662,-0.2122265991760744,-1.558341159859357,T_cells
+2977,1.27578125,0.19547384765625,4.722237318579577,-1.883283669249392,4.975976077998978,0.598464375172701,2.0407060652340774,-0.6922462384666506,4.245408551621193,Monocytes
+2978,0.8938365625,0.0852069921875,1.3952322125836634,4.810540450556491,5.228665612313217,1.0612083903107563,-0.1667214860358395,-0.3097977567749344,-0.9165027634173668,T_cells
+2979,0.976236640625,0.4078370703125,3.694513506143185,-0.6331907712103273,4.675993190891995,4.996407250754896,0.2667320169645215,-0.3525821735630652,2.9512404958907745,Monocytes
+2980,0.445824140625,0.169348203125,4.842492612461046,1.5076558831219906,4.892470884296652,0.8449234827553527,0.3267271880613819,6.013898337859642,1.5285735336146251,B_cells
+2981,1.001742109375,0.142403134765625,1.5390771971778738,4.976736090821673,5.468115929261016,0.7175894020521447,2.112887567016582,0.8482164452144272,-0.5982229450527358,T_cells
+2982,0.810283359375,0.07400373046875,-0.375283738598432,5.104166563500069,5.302916253787621,0.2847702910615761,-0.2111213933872147,0.1149413227741414,-0.9458023492545102,T_cells
+2983,0.755594609375,0.09783009765625,5.388754873308789,2.263762674684559,5.076093269918486,0.5804769678063788,-0.2910823383583228,5.377184982038783,1.6700510025457704,B_cells
+2984,0.957023046875,0.14988697265625,-0.6950725633249113,4.827623652388883,5.679117332674963,0.1647703125929456,2.9021422626853504,0.589952796699703,-0.0518282037645728,T_cells
+2985,0.94698640625,0.11090927734375,1.6621429987117462,5.724346693187625,5.426552399632907,0.7721087122781076,-0.3626687139414072,0.2986299226961389,-0.7557183254262821,T_cells
+2986,0.870738203125,0.120575693359375,4.522443889296674,1.3298533681244131,5.089103271015066,0.6390409913759805,0.4933045361617698,5.67989762932296,-0.7893076794210478,B_cells
+2987,0.9391309375,0.099230126953125,-0.4526756189785935,5.057730184137095,5.410032893899229,0.4957367630950173,-0.3606069081951599,0.7628882413073983,-0.3198725761950408,T_cells
+2988,0.669795078125,0.08684466796875,0.6230893446406038,4.165581398864579,5.140263458862063,1.778281515113558,0.0413022096697237,-0.1798860382153484,-0.2763185343561998,T_cells
+2989,1.029045234375,0.06627564453125,1.806699220489448,4.123299290940364,5.21357329437179,0.7427965048802084,0.1726656497104642,1.8348422457817664,0.3133181042520719,T_cells
+2990,0.999055,0.4974203125,2.497501187316564,-0.1228714428183514,4.392473065042901,4.71667854725066,0.2479785364213857,0.5749277645273496,2.216175283616751,Monocytes
+2991,1.005884609375,0.1847677734375,0.3476757352400666,4.603977693695005,5.651571753616277,0.311978973281215,0.3926079654129354,0.7633476012879867,0.2770223460523715,T_cells
+2992,0.881083125,0.09084193359375,-0.0972722728570442,4.09761219057837,4.802352925890255,0.2264144578648344,0.0301441294501881,0.2773997235071154,-1.13541679884618,T_cells
+2993,1.61726375,0.1638476953125,5.42408523713311,0.954961629865602,5.496100808290106,0.2449811090297387,0.2066174317884193,6.308302001004506,-1.1718571373845044,B_cells
+2994,1.38107921875,0.329414453125,5.392609935455631,2.2470831850501227,5.4536932660432536,4.585042077517172,0.003807993393403,-0.1029142406608814,4.747245279681454,Monocytes
+2995,0.87719703125,0.12242939453125,1.7654513038141044,4.338754789963817,5.600301985315984,0.7632275800927354,0.1563933707029552,-0.3361342047406735,-0.0799723254870981,T_cells
+2996,0.929295859375,0.084488681640625,1.122114822525786,4.67977232385912,5.405065699094533,0.2796241304883108,0.2756493360892944,-0.5123258955673142,-0.4790677362494354,T_cells
+2997,0.858601015625,0.10000486328125,0.0747139450622619,4.955473698497291,5.377788467417502,0.3592574322882349,-0.4856784170817708,-0.1575200336336379,-0.3521931793840868,T_cells
+2998,1.098219296875,0.125119638671875,1.7594816361895422,4.897125288013189,5.004763061217482,0.1970221387609756,3.6918032880427742,-0.2207550438349941,1.2336913713653437,Other cells
+2999,0.870006875,0.102413056640625,1.3091048172296538,4.307367223893361,5.275697790742398,1.0177825186037142,0.2083172869755764,-0.1831941619417197,-0.862627152662998,T_cells
+3000,1.1093821875,0.130527744140625,1.3114806618052566,4.33797640036489,5.498807287939727,0.3918309452857529,0.0374909537548713,0.288965740622725,-0.895254737140223,T_cells
+3001,0.84925640625,0.105615791015625,3.972093293993836,1.356119885266459,5.072077002026075,-0.1018750161833831,0.3020450360579412,6.128947636396791,2.6151705403408774,B_cells
+3002,0.84582875,0.16377748046875,0.6696157464411694,4.524121324468543,5.543044018896858,0.7827664214939873,0.0440805313326702,-0.1885373442074422,1.2002369655422434,T_cells
+3003,0.964213359375,0.15600859375,-0.1673635003650455,0.3646929831127677,4.645427371034895,0.5578204966848344,3.0826726090365724,-1.1178831702015404,-0.0075828312128212,Other cells
+3004,1.1646703125,0.08805806640625,1.536372933485664,4.761470534433781,5.49080948870161,0.3979773967811524,0.1138864361042024,-0.0606890376329564,-0.3114847986324882,T_cells
+3005,0.845427421875,0.13714625,0.0615471743385518,5.048337338251252,5.789248027876761,0.7940925305369275,0.3175908636553242,-0.2413552918008698,-1.009062888778138,T_cells
+3006,1.082766328125,0.108223837890625,1.0353678411568936,4.679405776791245,5.199271911868309,0.6776682121649407,0.0002454687427308,0.3435148345896739,-0.8371139660082715,T_cells
+3007,0.8355090625,0.154737578125,1.4192567904156814,4.414265848125777,5.261250905618391,0.4905423909443379,0.0842779976047521,-0.3820151417262767,-0.8865769371558695,T_cells
+3008,0.78743859375,0.143169462890625,-0.3962099187231749,0.900009217957097,4.782998703799892,1.1287912725828644,3.614594790546727,-0.5449505651856907,0.9851479170538424,Other cells
+3009,1.3079546875,0.1015219140625,1.4764373514455382,4.618540258369446,5.309481378839953,0.4842395996797241,0.285045552327352,-0.0304519484453322,0.5086499713105365,T_cells
+3010,0.738313203125,0.1302180859375,4.238679883283894,-0.7035922409279566,4.519186919449094,-0.1349260787775248,0.3197008084792416,5.255693477734603,-0.6220549568242183,B_cells
+3011,0.77745546875,0.088763193359375,0.6521828736046915,4.668548576809293,4.954235415578326,0.854341937728066,-0.3285499785587628,0.3119489999045129,0.1649929515829922,T_cells
+3012,0.917768515625,0.13801458984375,-0.256379222402204,4.39275653511478,5.359651949811718,-0.3096030932208788,0.0503569756289622,-0.4320491398138141,0.41557141155933,T_cells
+3013,0.82709046875,0.24231423828125,0.5229746540133178,0.4360799252076481,4.947365750869503,0.5858530517073113,3.659589978860652,1.1481676791844586,-0.5075892047686394,Other cells
+3014,1.25187484375,0.14226990234375,5.218169447125186,4.735981261400626,5.4528991838619,1.2664368582083232,0.0636906694469692,5.781084428541142,0.4837750784007922,B_cells
+3015,0.79530375,0.150885537109375,-0.6414688057596007,-0.023796139718307,4.675335205613737,0.1270636924519989,3.7069079561978673,-0.4979903871565357,0.0121420464466289,Other cells
+3016,1.038238125,0.103682275390625,1.5499360300544522,4.996364513683035,5.208283272581921,0.659456476600691,0.1837738053387419,-0.1823570566085131,1.1702127740530288,T_cells
+3017,0.930579375,0.08864376953125,4.477678684448968,0.0719503895664339,4.626692728388168,0.0932780896118014,-0.9134329648347396,5.7742524439003775,2.4100956760902945,B_cells
+3018,0.891466875,0.09782169921875,0.716027110665494,5.532307794414533,5.45400096058036,-0.420358008554391,0.1716417660015309,-0.4879463454313518,0.0863291332232077,T_cells
+3019,0.66396984375,0.14782322265625,0.5952226655373618,4.662293085440727,5.173247432961896,1.6570107643367329,-0.1623436827161879,0.392118708815393,0.3999324760332607,T_cells
+3020,0.827141796875,0.121961923828125,1.4634643438358947,4.5576124702682455,5.525029336280337,0.493874913087259,0.3128098892169673,0.1643264398753225,0.8543972407469911,T_cells
+3021,1.152978828125,0.0905862890625,0.7547701872903207,4.741894782233768,5.312867037260396,0.8048414082959139,-0.0585762419575107,0.6195140889301717,0.0668842900735695,T_cells
+3022,0.64746484375,0.09522806640625,5.308442794474473,0.4679679910145086,5.166394333265212,-0.0045997682668678,0.3824228919051182,5.791715616639766,-0.9809809362628154,B_cells
+3023,0.778283828125,0.103461435546875,4.919070606901433,1.599613353583076,4.400650465276312,0.1741850187261312,-0.2012035001583797,5.525605108036053,-1.1264479336511746,B_cells
+3024,1.259785390625,0.125801357421875,1.0291601994649686,4.05738271257071,5.116377118184918,0.2081895987182572,2.3204718681840646,0.0824068956825978,-0.9089246963091474,T_cells
+3025,0.965723359375,0.1401359375,-0.4408789297496717,4.72968844611246,5.461004391645354,0.82731400102852,0.3877384584085981,0.003713329218412,-0.4229417754242006,T_cells
+3026,1.001673515625,0.0761160791015625,-0.0267992570625826,4.393550346294548,5.443823244005206,0.8758662993984812,-0.1430721350371009,0.5210024642052092,-0.3893571266194516,T_cells
+3027,0.952458125,0.13193017578125,0.0384235447642713,4.885402039545615,5.617947333565341,0.565199546493814,-0.5928238746145518,0.3132289786853727,0.2082450379737722,T_cells
+3028,0.592256171875,0.112969423828125,-0.885012423792102,5.632379861559817,5.397555071883342,0.2583769505097911,-0.4179268058318675,-0.329748478612904,0.3459874261655973,T_cells
+3029,0.9589296875,0.138970556640625,1.405914884092908,3.753716917798147,5.153671184343536,1.6963684557614032,0.147716098152212,0.3435355251993965,0.0872688371807578,T_cells
+3030,0.98744171875,0.104131748046875,-0.0479508252319806,3.82989272654395,5.577610270887313,0.310410742515856,-0.034737635490221,-0.2192355473914525,-1.4323821918029456,T_cells
+3031,1.166418125,0.088333515625,0.8957856327356648,3.877732661560813,5.052565213256103,0.1330463797119169,-0.2678171537553721,-0.0408599531299046,-0.5576683875084552,T_cells
+3032,0.81627171875,0.078037001953125,3.935717095660164,0.8569810928344958,4.654603956024891,0.5484588832886453,0.1681909607357795,5.479503590531847,0.5133840437019206,B_cells
+3033,0.881362578125,0.12016162109375,4.009697169967518,3.8089443211751326,4.984055937325786,0.6639668789908694,0.4987392001645256,-0.4487069310464585,0.8451350358787053,T_cells
+3034,1.028216640625,0.117119111328125,1.3496111597240703,4.786713742480037,4.65073547116337,1.3041161811097677,-0.2688912852600568,0.2709684302849412,-0.0735478391163421,T_cells
+3035,0.572376953125,0.133780888671875,0.4338605221905786,3.7334638334328014,4.458433983321222,1.2765442981191666,0.1580305811881616,0.5771707471005211,0.6311857904942532,T_cells
+3036,0.762116484375,0.16469443359375,1.2766618291034988,4.470519986124344,5.344970482731787,1.1059534631126962,3.0471669203745124,0.339152727906476,0.2133650650623346,Other cells
+3037,0.916723984375,0.146090732421875,-0.1718785447828669,4.544145844504114,5.092366043510559,0.7543068214202081,-0.0699590585201442,0.5635375357615617,0.4647262997789599,T_cells
+3038,0.8935840625,0.148961611328125,0.0903677184120535,4.499834249267923,5.2172683364798536,0.4379808273587885,3.3616753347192128,-0.3532865053473376,-0.0440249861004817,Other cells
+3039,0.9316690625,0.117378359375,0.4296108924102725,4.909682031161213,5.561522955753219,0.4034727479759151,0.0110982501383896,0.8578565946444552,0.7549291221660547,T_cells
+3040,1.193980625,0.128871474609375,-0.2053819894758094,4.435607111521943,5.635925058864421,1.1368051017924128,0.1083173493476539,0.2667043281951357,0.7879511400699828,T_cells
+3041,1.031789453125,0.11966353515625,4.135876820923145,1.4214853190293075,5.096327611732423,1.4192281271028688,0.626506165792426,6.13581936253282,-0.9313791397547322,B_cells
+3042,1.068113671875,0.104026728515625,-1.0235482129586084,5.611408061439148,5.273689801745558,-0.2510931786590883,-0.3242372517958829,-0.0458988418070059,0.1500210195161812,T_cells
+3043,0.97406609375,0.13964806640625,0.7509473642730831,4.808997300328723,5.720596171832107,1.3408046460986298,0.2348915467324453,0.3138266850210957,-0.2411980845983354,T_cells
+3044,0.933951640625,0.19638220703125,1.257044392632531,3.952910634875592,5.224624324913723,0.1965902439026922,2.7353599518082032,-0.410131264209763,1.006832521989854,Other cells
+3045,0.874852578125,0.115024765625,4.227840738684088,1.5752831925714166,5.018923429359081,0.5221041498759645,-0.1187861156188288,5.87225237406768,-1.9840370829327203,B_cells
+3046,0.678482109375,0.095889970703125,0.3827214599639311,4.939969063258664,5.237281003068883,-0.0675824875748075,-0.2277549365556893,0.4542306307542543,0.3963997388092476,T_cells
+3047,1.2691153125,0.10277552734375,1.2840890788766377,4.636787124708453,5.533355425590032,1.1809451506112751,-0.5869270342233296,0.598848961950579,0.0671673397085241,T_cells
+3048,0.7438396875,0.100786796875,0.1167234754198646,5.625285565592149,5.263332542654245,0.6827611336634376,0.2940930064321653,0.5519322478866246,-1.4714478952639825,T_cells
+3049,0.671348203125,0.1639983203125,-0.0983025569022443,1.030942517203982,4.464998006476254,0.0783392593394014,3.354168817322625,-0.5235118383868489,1.7325962292057435,Other cells
+3050,0.69765359375,0.095702744140625,5.371038061543023,-0.0279459684559105,4.755000093544322,0.5040978946600558,0.3086922531892402,5.544186445116478,2.3594915455649605,B_cells
+3051,1.74958109375,0.23792283203125,5.9751109095053065,-2.0774134132216537,5.469810642004495,0.735798655698173,-0.5954290868895282,6.471811769333164,-2.019097082658232,B_cells
+3052,1.04092296875,0.1978294140625,0.9472209624883938,5.053329766323453,5.401702269564589,0.4112839568460943,-0.1408606018227884,0.9069381152183364,-0.1620625659621999,T_cells
+3053,0.78684828125,0.094078271484375,4.414707804718562,0.2654070253151843,4.60859242521248,0.2812596351551607,-0.0863359951727113,5.496034803895429,0.8530052373906195,B_cells
+3054,0.576827578125,0.145290810546875,4.545888595573575,-0.8746701328102664,4.845403294903392,1.2882036224049784,0.1770718129176984,5.772537587156669,1.1626036200881804,B_cells
+3055,0.87629953125,0.0818176318359375,-0.2521175202054532,4.850393368843986,5.0627760052391775,2.1314630377113963,0.4337732937729098,0.0721627487444533,1.1683588494578558,T_cells
+3056,0.78705328125,0.108705712890625,4.062542809651145,0.6903731021215277,4.892877800577477,-0.3642426468985375,-0.7296573954803962,5.780549862178971,2.3924540037736284,B_cells
+3057,0.713863359375,0.17891681640625,-0.4945987798323073,4.436693340742033,5.463848367318934,0.7651222427595907,-0.6691327413268786,-0.1634995159467112,-0.6453549570288525,T_cells
+3058,0.731546171875,0.112114287109375,-0.0451395084389902,4.288730509640223,4.930195653750284,1.1256783606266918,-0.2766813668588208,0.6471112322558553,0.4472878767760134,T_cells
+3059,0.814700703125,0.085077978515625,5.250042737405749,1.4740421818900016,5.117045343542374,1.2120035827546274,-0.241645279097555,5.77545779813144,3.0378352628069973,B_cells
+3060,1.017261875,0.08569607421875,5.252533621624145,-1.0169773901980577,4.746801493336252,0.0539414098146135,0.8830916253444647,5.466111114917,1.3666105478126076,B_cells
+3061,1.052867890625,0.1641207421875,1.0395066862024858,4.225830192431606,5.044429538561257,0.4780981387146661,3.59730242264688,-0.204155586653692,0.2395040714537546,Other cells
+3062,0.9062865625,0.114558486328125,0.4910919065192523,4.334433474251878,5.446559096438937,1.022412619132743,-0.2201821402011541,0.0048163666787903,-0.686857410176108,T_cells
+3063,1.11941421875,0.1323184375,-0.0043728734875775,4.207584433256186,5.074211436321098,1.1045329077812591,3.2968623166741424,1.413374126590926,-0.8014484212204247,Other cells
+3064,0.927878515625,0.142889208984375,1.7104553345384774,4.868041705817229,5.213450801176563,0.748050995797706,0.1436608295436626,0.1401559308588669,0.3194143545673591,T_cells
+3065,0.84823859375,0.1167890625,0.1792324213057401,4.535515986500787,5.673490446592519,0.7578539160457253,-0.3426249880424787,0.1600350951918509,-1.489791447653702,T_cells
+3066,0.841127734375,0.132218828125,-0.2148211022249706,1.0617261160621667,4.060411715735672,0.5818706772778022,2.7818012013278626,-0.6405671903736564,-0.5362641405258951,Other cells
+3067,0.718295390625,0.068741455078125,-0.0904474957463326,4.966775043166674,4.669863187713849,1.0240874595122609,0.3239590782618387,0.6200622884302044,0.5803289572377693,T_cells
+3068,0.93273328125,0.09545669921875,0.5748626821010161,5.220937978274662,5.36320915004219,0.5159852372174648,-0.0332093329400227,-0.2685245637285365,1.2617930900479055,T_cells
+3069,0.882011015625,0.086293173828125,4.053562110290156,-1.28219678370053,4.36893368040446,-0.085727972484923,-0.046504257919704,5.320412540053534,-1.316365080047912,B_cells
+3070,0.854435,0.09997544921875,4.42853136300806,2.035215206693519,5.406539428095151,0.1215388780225081,0.0064481811621194,5.296645826610656,1.1134707292117008,B_cells
+3071,1.013195546875,0.1220015234375,-1.322599047627229,4.624986088791608,5.505598805784793,0.3905391347719671,0.2007234761505957,0.884264033265939,0.593781833941033,T_cells
+3072,1.50105640625,0.22056146484375,5.1685365065576665,1.871561674635451,6.020321784470601,1.2967976384483988,0.1414019498859431,6.237744978671057,-0.0449258768397845,B_cells
+3073,0.9560259375,0.15163806640625,4.749158576289655,1.2081903144047828,5.128773121931244,0.8330283153288328,0.3383304793850734,5.784004495848497,2.0218513999407985,B_cells
+3074,1.091715859375,0.102603291015625,-0.1241192337433242,4.880191077201629,5.408150657858043,0.4672688581916248,-0.0748194861484077,-0.1739092268681646,-0.6210330212021112,T_cells
+3075,1.00599109375,0.1315569140625,0.8390465537799243,4.582523700270876,5.432018172562362,0.7657475022782093,-0.5641983226615608,0.1011885211684961,1.2175248832750456,T_cells
+3076,0.876054609375,0.14962232421875,0.0358142419561831,3.651359488592312,4.561929011368727,0.743876618342258,3.073723131800666,0.8978169999805357,0.0553450557432686,Other cells
+3077,0.929032421875,0.1118400390625,0.2322358866703703,0.7601753115238263,4.542267234976279,0.3800514851453168,3.7297028094453406,0.664840807982866,0.764468702921001,Other cells
+3078,1.350014375,0.2180253125,5.010212463334871,1.4333938115105491,4.89588120173748,0.4602717305077731,2.8958851396809444,-0.1957426885484845,4.467026341059641,Other cells
+3079,0.6457716015625,0.10368046875,5.5813567637008985,2.4579390733749635,4.7181415698568285,0.8114937561979342,0.9826917924522206,5.158077477342496,1.004661590675806,B_cells
+3080,1.68733625,0.367930703125,3.811118957205181,-0.4817128929198991,4.965036832489384,5.0926877962569,1.2705848429889186,0.1960554933331829,2.841533214849944,Monocytes
+3081,1.07619796875,0.5146941796875,2.023355374183291,1.5683177405496458,4.378305469807897,5.2904326038874965,-0.1727283008010752,0.4477537211968915,3.497570652035026,Monocytes
+3082,0.753645859375,0.0799921240234375,0.6151018808906601,4.776116678496552,5.150015246752972,0.3080234538068372,-0.0940856469024472,-0.3139874710087253,-0.4458980794063806,T_cells
+3083,0.892389140625,0.1038275,3.959664792767185,1.936652411686918,4.7668432734716095,0.3539778945367632,-0.5169603026136185,5.608479063428788,1.496270576327533,B_cells
+3084,1.19906234375,0.67490234375,2.923381028332527,1.88403995366898,4.745881135362019,5.685783754038786,-0.0932924283448768,0.7306926018067329,4.20816798372181,Monocytes
+3085,0.813086484375,0.0945289453125,4.096871949510598,0.850984921178949,5.163050156964907,0.466031106271654,0.9560698353178104,6.036775391286748,1.7674860545111248,B_cells
+3086,0.78725046875,0.1170987109375,-1.1001539494038954,4.403783068941318,5.197759216555585,0.2511144231307586,-0.4365466428371773,0.3897777308179303,0.2496935204094705,T_cells
+3087,1.56365578125,0.5110627734375,3.1471910621685306,-0.0137372155151793,4.948599578351829,5.310152795421407,0.7626057230550656,0.6980944039922143,3.689166407534039,Monocytes
+3088,0.82627390625,0.13519533203125,-1.6792717250619664,5.273805183019197,5.656271426760698,0.8861091093869233,-0.5268072604218982,0.7569753101122249,0.6401717103335095,T_cells
+3089,0.77874390625,0.07549017578125,4.651119647288537,0.5816590126698961,4.735241904335064,-0.0599162501903499,0.1331283741202952,5.672536598549966,1.096523602265818,B_cells
+3090,1.10287203125,0.138743720703125,1.4292484531588967,4.137910462779401,5.232387724193385,0.7834233918647613,4.251321300556042,0.0349736742170915,-1.4807974608364265,Other cells
+3091,0.84594578125,0.2091021875,0.8097935560248468,0.4201115856601984,4.731895103288601,0.8589614282813952,2.0841385839004087,-0.4154645707076668,1.26010894012249,Other cells
+3092,1.24648625,0.1451671875,1.1198726632235334,5.7608009209840505,5.815446418434734,0.6249302730204324,-0.1342351354982687,-0.581967329293238,0.0779464856404961,T_cells
+3093,1.046106875,0.28976779296875,4.472679056182229,0.2900352863627667,5.304003645364516,4.668030675526879,-1.001091596479268,1.3713381937048994,4.0441369944278405,Monocytes
+3094,0.8838103125,0.159004892578125,-0.5770238671396132,4.295710090342239,5.402573592736219,0.4924688844045619,-0.1143818021202581,0.5790327711417914,-1.223645209642045,T_cells
+3095,1.1339409375,0.110072138671875,1.0066708624277818,5.227074012815226,5.352969857442147,0.3264649843630283,-0.2257863312546639,0.0510936171118894,-0.4518720893210643,T_cells
+3096,1.094660390625,0.13717685546875,0.2529008011762046,4.797732198415671,5.565055415259653,0.8092007402264199,0.2597173866609885,0.1045478196487323,-0.0358031321123006,T_cells
+3097,0.899028828125,0.14789103515625,-0.4591077556321978,4.664610841625393,5.315201707892928,0.6761441743425455,0.5954101299782306,-0.1721716993873455,1.3244811024158014,T_cells
+3098,0.840118671875,0.082121279296875,-0.5647012074553961,4.525351819111688,4.745994930866632,0.3766855398939451,-0.0621764890998393,0.3940353595181078,0.2603778791099969,T_cells
+3099,1.04865375,0.13356724609375,-0.3374667956702401,4.4677822560870695,5.721264448475738,0.8314346750910053,-0.1840545481561976,-0.0269770700353009,0.0493695022573441,T_cells
+3100,1.188553984375,0.13701962890625,0.8969601931298373,4.056149374062058,5.371740453057219,0.8203103069961959,-0.5431885684926491,0.3247672153406624,-0.9649996449235604,T_cells
+3101,0.76171046875,0.16944962890625,0.3103563563101059,0.7480046993538811,5.027607418908016,0.5467850018080536,3.1383767410250907,0.4020942100050435,-0.1827498070124423,Other cells
+3102,0.95248421875,0.5355092578125,2.958276414313324,0.2780413045137674,4.574661847453745,4.759237510328231,-0.0247986603541252,0.6328520088271773,2.615578332471451,Monocytes
+3103,0.99525,0.1767714453125,0.769026866803202,4.043507980656338,5.338199470493405,0.6919923258748353,0.2560907676498988,0.7303061722652031,-0.5099704394363858,T_cells
+3104,1.044532421875,0.5382649609375,3.105352283946399,2.114498666079049,4.988241649364866,5.366626967601874,0.2686156538747665,-0.5219662532085941,3.798078878639657,Monocytes
+3105,0.823860625,0.1377289453125,1.6866072138183883,5.039169296836671,5.694408754250869,1.2037251121557586,0.2309844412123819,-0.1326843201519846,1.4030793487903923,T_cells
+3106,0.76969546875,0.121825693359375,-1.0937036103406548,4.961296356822115,5.099466765326311,0.4291649076637384,0.2445930665081563,0.1619487188579906,-0.292391213539717,T_cells
+3107,1.14664296875,0.093616796875,2.9447955422962195,4.620885814201399,4.672265843769545,0.3054616327567131,0.2366989567401956,-0.2463528432199146,-0.7695073427912823,T_cells
+3108,0.6533415234375,0.18422470703125,0.5133196101145862,0.7049761525269057,4.5441005738134,0.800772926414614,3.724057931674067,0.5785875620352238,-0.4867994182720584,Other cells
+3109,1.223304375,0.120295439453125,-0.0144005198425023,4.459871014710704,5.121933917826049,1.0581561425516994,-0.3514638685289462,0.4042248102617596,0.7503485435354768,T_cells
+3110,1.28450078125,0.14804826171875,1.49553357545681,4.118824208571194,5.2746483681063605,1.2304305179944572,0.2928788926356532,-0.3017703985319207,0.0458792076160116,T_cells
+3111,0.835506875,0.123989658203125,0.9037554508421062,5.059853145306685,5.460671891813512,1.3637424714209443,0.3180520646147524,0.4533702250478789,-0.1397452626793475,T_cells
+3112,0.941545390625,0.154589951171875,4.675022617768009,0.1417240168037578,4.917383749650935,0.3084040229561102,0.2446174772646383,5.451797348238012,1.036997313336232,B_cells
+3113,0.88018140625,0.102716708984375,-0.2157852812443274,4.406174375533482,5.502290132289163,1.2259871689993953,-0.0659739249315464,0.6832979163686607,-0.7345870231928774,T_cells
+3114,0.863054375,0.144739912109375,1.6374703639991108,4.705250929731587,5.668354904023055,0.514844044306304,-0.2343511030782336,0.0503929124344471,-0.3529184679067739,T_cells
+3115,1.068383671875,0.1250158203125,-0.0339024227488828,4.74119207270879,5.798368350811646,0.7312807767886056,0.2288304047178341,0.0463784442842136,1.3370627560420587,T_cells
+3116,0.9623946875,0.13000505859375,1.672187216988274,4.515333040271526,5.625548081149575,1.226366064084646,0.1722026227139811,0.5651148355288742,-0.4087027702618302,T_cells
+3117,0.748860546875,0.132427666015625,3.9713939837952617,1.663076997506593,4.978814197121255,0.3970437030168549,-0.4787814167876607,6.189901062528181,1.955235241048552,B_cells
+3118,0.384444375,0.117955654296875,0.6486029432694381,4.862774723719323,5.127802654163289,1.192997529375799,0.3858859313932826,0.7922736490142714,0.3864698943918002,T_cells
+3119,0.754997109375,0.20487970703125,0.6954161201806356,4.494406153562519,5.401085588264345,0.9119090907147236,0.2106700301935112,-0.0642132799371354,1.0408266821748602,T_cells
+3120,0.888310546875,0.19250689453125,0.7845055614034203,4.598964402282044,5.287405471339589,0.8454623909753858,1.4047648530762993,-0.326448566738903,0.2955519052359801,T_cells
+3121,0.8328821875,0.15882126953125,0.266569002830736,1.1887800043251933,4.821498807343832,0.072089596378628,3.7437131614685866,0.4374714602952375,-0.3975064137150335,Other cells
+3122,1.41539078125,0.3435311328125,5.131255348261193,2.6661647567217,5.4255646143073495,5.607721599384329,1.3609011874646368,-0.8580455365158243,4.6701298121422825,Monocytes
+3123,0.5950348046875,0.1348688671875,1.656970830084307,5.584746909615402,5.617658902045724,1.080847923176403,0.234044838695483,-0.3723072106850622,1.120676890584725,T_cells
+3124,0.852574375,0.10206560546875,-0.1983923197727069,4.817904087982089,5.55146861708542,0.2971757468974929,0.0985145521524203,0.0801527325963403,1.2578551140805372,T_cells
+3125,1.399085625,0.48269640625,2.5655452538437307,-0.7967523846044258,4.716231635234326,4.757901877655788,1.1660986791363963,0.0778400748749203,2.4456768321373312,Monocytes
+3126,0.808230390625,0.11061943359375,0.4249195316514033,4.468503157070919,5.533277460331675,0.3335231260611577,-0.2716433185917336,0.563919988990808,0.5967930612911885,T_cells
+3127,1.037822421875,0.13544556640625,-0.222464878746878,4.916031262673048,5.164673700167197,0.42673931679785,0.2823445419103891,0.055205925360096,-0.4990640032193657,T_cells
+3128,1.0260759375,0.085863505859375,0.7724512817091012,5.012870679966557,4.780963810131756,0.4173979994298486,0.0072868173947818,-0.1050832272120576,0.2267847890298448,T_cells
+3129,0.972659453125,0.121858701171875,-1.2913885914217595,4.564140577969655,4.943266994435217,0.3150455277063025,-0.6629130390428744,1.0308086783664772,1.4448163357032242,T_cells
+3130,0.926324375,0.099435966796875,4.041910850006239,-0.9751796342091984,4.855462368603433,0.3637075585547001,0.8416198615730008,5.49922670703295,-1.1703215848143411,B_cells
+3131,1.210862109375,0.099773828125,0.9527746451546416,4.396410590827791,5.623183380637274,1.1959974455836926,-0.0279542436967804,0.7313786193686189,-0.8767117293986206,T_cells
+3132,0.880951796875,0.095874970703125,1.1481966595920772,5.267657523422062,5.271271542877033,0.6328038068424666,0.4303118330390472,0.1464435449989746,1.553035433705387,T_cells
+3133,0.6807159375,0.139197392578125,1.3294915797129812,4.731436124397882,5.142484348442713,2.132517832647041,2.5768622734587088,-0.0375745359373357,2.3497088372691555,Other cells
+3134,0.6066455078125,0.1756870703125,0.7225186328337478,4.135116938346749,5.607835296432759,0.2692278802048199,-0.2127503867766834,-0.2807440016412111,-0.0050345787218602,T_cells
+3135,0.76541390625,0.112991015625,4.3070158682165,1.7629403444713951,4.782548158676017,0.4579312675365762,0.4232355377615243,6.127200261266673,-0.4681029633794425,B_cells
+3136,0.75303359375,0.066693310546875,-0.1613058089417278,5.264059272214454,4.829317256201989,0.3744389116448564,-0.3203673924998019,0.272430178005118,0.8421690295864801,T_cells
+3137,1.42805015625,0.4606815625,2.716111882376827,1.091428619560562,4.405356479047045,5.298503034807793,0.1249678258437198,-0.1356630382529287,3.5810397093674395,Monocytes
+3138,0.585604921875,0.150125810546875,5.017863128475663,2.1865419389640164,4.998979998448148,2.118436444371236,-0.0113054220334803,5.552285656030902,0.5000461894518325,B_cells
+3139,0.82610359375,0.12126400390625,0.7279768893782178,5.394941011845435,5.449493562239122,0.4972413869990565,-0.0347228178616967,0.1042071590656181,0.8261928467197358,T_cells
+3140,0.82330140625,0.096065810546875,5.050935128169896,0.6015056258680367,4.72472519759998,1.1908382815325578,-0.1336950066083718,5.371239393859163,0.6519267626091824,B_cells
+3141,1.022218828125,0.12692654296875,0.2080032437220614,4.291613306282616,5.758841729131254,1.3215319228884663,-0.1549439881410539,0.1690590641509486,-1.024994461591989,T_cells
+3142,0.775922578125,0.1254791015625,1.1165573652571537,4.758150086019094,5.203348511424252,0.4020958914631575,0.3238449246667166,0.122992607324144,-0.5240730452736019,T_cells
+3143,1.432474375,0.3756041015625,3.60263274635123,1.827864574497433,4.917873873703771,5.290642034481352,-0.1290862380516852,0.5670271838797967,3.8643676389092185,Monocytes
+3144,0.947561796875,0.0972198046875,4.448864237990021,1.1454063943500543,4.77232874216142,0.1993204555587585,-0.3708536056289372,4.928552666351477,-0.4732088978463483,B_cells
+3145,0.688296640625,0.166140078125,-0.9666483632276952,0.6235257272287373,4.230722641953415,0.7342652282145973,3.2650904842986344,-0.435069308309871,-0.4262386537388429,Other cells
+3146,0.870219375,0.095100244140625,4.193570578744756,0.4427731957988927,5.010249652057461,0.0071870953364663,0.0744636411523479,5.202667597448158,0.8145596408023545,B_cells
+3147,1.06022734375,0.104089736328125,-0.233507613049392,4.735594233609397,5.475079072723593,0.5036574627279238,-0.491455993310944,0.1295007405603634,0.6432535541079705,T_cells
+3148,0.83899640625,0.17859876953125,0.8635092166403657,4.247490595063761,5.209649460731204,1.0304144256524967,3.0568365518024367,-1.3142408449764034,-0.8147310658843154,Other cells
+3149,0.75748859375,0.1891551171875,0.9481485703640116,-0.1364602619572495,4.293504523366749,0.8908130878592686,3.898155339648659,0.7070310004031429,-0.6545830306771567,Other cells
+3150,0.786288203125,0.138353056640625,0.981318453755688,5.444497536297351,6.12448340418038,1.188129708564548,0.1975453664966252,-0.1615505325506574,-0.0113072567823283,T_cells
+3151,0.657634375,0.11284580078125,-0.3682084050243609,4.5216825746426,4.832059268251425,1.4751022001810994,0.4733181863429581,0.2901701216394702,1.2640975884010286,T_cells
+3152,0.794481875,0.1100661328125,-0.3038412064001748,4.241961565060163,5.792850311111232,0.6208392052142856,0.1240728444655819,0.4742635572715538,-1.4081559549326823,T_cells
+3153,1.6717021875,0.2614130078125,5.123728297312785,2.310802582838007,5.789849662092514,1.0317342476952167,0.3278136073155137,6.308277441104527,-2.039342858117774,B_cells
+3154,0.944584765625,0.101374287109375,5.104023763060121,1.525734097442473,4.698983200497559,-0.1699630427137491,-0.3722071127338885,5.549184270637636,-1.1847214658639182,B_cells
+3155,1.0619684375,0.1017817578125,1.9033011553268293,4.596141083045424,5.22475004631203,0.5537850668876424,-0.2617031009154979,-0.1411649140553024,-0.3999313672010087,T_cells
+3156,0.942161640625,0.117852431640625,1.6694835219768458,4.033306462323408,5.073129094659675,1.3904136707382422,0.3391334130194508,-0.111715754548782,-0.715858061059084,T_cells
+3157,1.096923125,0.2971775390625,4.273164266426241,-0.3844555487744409,4.547755396903991,4.4085118387325375,-0.2263422186838392,-0.122507998855976,3.033520747057828,Monocytes
+3158,0.87175734375,0.087546181640625,4.41881848778744,-0.4883300901475613,5.087023565807492,1.578907581575707,0.8480700994438121,5.569349628732647,1.4928122117281002,B_cells
+3159,0.90353390625,0.133799501953125,1.1967995507467355,5.202646513252023,5.598995594484349,1.1209133567459078,-0.2700641124516502,0.887450687034055,0.8640837002461238,T_cells
+3160,1.00158890625,0.119765556640625,1.033070071979327,4.841414069464798,5.28268431101599,0.5001275967417477,0.3398240553540775,-0.2178545040187372,-0.9132967658837144,T_cells
+3161,0.927114375,0.112145478515625,0.425178186379609,5.164396016275067,5.259119180150854,0.3254844814970283,-0.4695662570772915,0.5023923794982055,-0.2300180626198763,T_cells
+3162,1.149553359375,0.13267970703125,1.6773693835355712,4.244552166380754,4.99500922885978,0.8275983816804781,0.2160849256262167,-0.1130786318682143,1.1901055659744386,T_cells
+3163,0.890416875,0.0918026953125,-0.3182621314457609,5.219218707086919,5.461949374600507,1.5236517808693817,0.1728631351668115,0.2414403369036801,-1.1679736196480484,T_cells
+3164,0.798034609375,0.139109775390625,-0.1564199532059907,4.5612396182006,5.349114682348752,0.4920062936834364,1.869365282319992,0.0049715098519922,-1.0829813717261136,T_cells
+3165,0.952726015625,0.0636106005859375,0.1691417261336573,2.769062816516265,5.091360448717872,0.1413549694023216,-0.30369561440201,0.3254225849886499,-0.0129137636225876,T_cells
+3166,1.32842625,0.1679331640625,1.149466904939744,4.9496787971532585,5.642668396322964,0.3181221654878213,1.54794295052519,0.7376180307867607,-1.048765312908413,T_cells
+3167,0.881485546875,0.16670296875,0.5681156367748523,-1.0923509751264506,3.618078086191415,2.1540123076864983,5.504303971984954,1.4301756572723037,-0.0931235496880264,Other cells
+3168,0.81838125,0.098942685546875,-0.0608971126997825,6.042219780171482,5.201205746881967,0.9134093032634156,-0.0985573497629848,-0.3244444669394499,-0.2490448176830151,T_cells
+3169,1.15689359375,0.158466005859375,-0.756385615887903,4.780539514192714,5.632424621250176,0.6844846489007611,-0.1565545768425698,0.4053929872215404,0.5048670524883239,T_cells
+3170,0.8077153125,0.18623322265625,0.6757935084785569,4.490665054040162,5.826148081218671,0.5856594800138095,-0.2899605308586835,-0.0458157435352538,1.5138305503590963,T_cells
+3171,0.912041015625,0.119622734375,1.2052084796999036,4.898361774093275,5.410055494568367,0.7555660873785793,0.0189953691455162,0.2709163345094881,-0.1748592693607051,T_cells
+3172,1.227163125,0.532691171875,3.72857194131284,0.8342352781570337,4.419295953187529,5.214837331158853,2.310733695355437,0.7768558734050958,3.200446017590413,Monocytes
+3173,0.4822787109375,0.111347353515625,-0.0539087614790807,6.365500830167291,5.313403023340288,0.9853570811708856,-0.0276875108762919,0.5080229113570642,1.7820776088677437,T_cells
+3174,0.79739171875,0.10960826171875,4.750782534704885,2.3701724626284992,4.797632347234288,0.5702572698427975,-0.5326457814057951,5.756784705679599,1.369136479145215,B_cells
+3175,1.016948125,0.12031044921875,-0.0527156458102797,4.5701109109708895,5.564564005263568,0.7380365316074221,-0.0756932054066755,0.1566869514725764,0.3058309322078194,T_cells
+3176,0.817549140625,0.089072236328125,4.757168791616029,1.5962684460862795,4.78688784652251,0.061873542530378,-0.5355579274353199,5.467036971064851,1.738604680814334,B_cells
+3177,0.97743125,0.1362544921875,0.6562698577291902,4.75229080814915,5.21290550696751,0.4523210830211044,0.3878996665829075,-0.1187819366843803,0.8075207331556942,T_cells
+3178,0.9566334375,0.106233896484375,-0.367169099476038,6.034048550893917,5.333239189477772,0.0253448768519433,-0.6205549891055602,-0.1577193222968359,1.2927953779682355,T_cells
+3179,0.86260609375,0.095434501953125,4.563861934700297,0.7511156217424358,5.049462440343464,0.7551178727483747,0.2532407821511924,5.556421576800322,1.5150393368496655,B_cells
+3180,0.610880390625,0.25978560546875,3.698930111782712,-1.5055401240077644,4.270241810009115,2.007668504525133,0.3939762070360013,0.5387210150347771,2.4809009203975325,B_cells
+3181,0.930016875,0.1455542578125,1.1918534958125575,4.22381211648658,5.191134533808633,-0.0490967000549043,-0.3346814471917647,-0.0375349724218022,-0.5251071384914201,T_cells
+3182,0.62139671875,0.1936090234375,1.006121351570078,0.4913148955591682,4.819480819298467,0.5877801213799333,4.397100388958584,0.8200711817174742,0.7945415892575022,Other cells
+3183,1.9045496875,0.4619821875,5.15138598332874,2.3508617504394564,5.383034880508999,5.708527074149975,-0.6722332983271012,1.153244940718254,4.685810218899571,Monocytes
+3184,0.948841875,0.160491943359375,0.8400967516114136,4.598625881168343,5.698726864274349,-0.4367272038399253,0.1455348346625295,0.0221389312432198,0.9250468651568589,T_cells
+3185,0.85916734375,0.086681435546875,-0.5188594170639355,4.834429039751616,5.527368769869258,1.6137112013654409,-0.6161213563807504,1.6907544232708214,-0.0461988983046848,T_cells
+3186,1.046618046875,0.146036123046875,-1.042002617581585,4.682776255780053,5.427059425559793,0.3783536253247772,-0.5212248996072405,0.1948451829497776,-0.3524488660286224,T_cells
+3187,0.756943828125,0.107842763671875,-0.743400094074835,4.63496094539593,5.54562256389099,0.3547460883365446,-0.12941862752846,0.6758984824618958,-0.6435200910369699,T_cells
+3188,0.7446775,0.16064796875,4.122785508548942,-0.2759410316731884,4.853240261438429,0.8138159991920423,0.0658778155469653,5.887281136799905,-1.3273139378094911,B_cells
+3189,0.812409921875,0.128461005859375,1.1027937093427989,4.833532736557548,5.758600497648811,0.7076211477910449,-0.0017713116404077,0.0908498056217966,-0.3157397208496611,T_cells
+3190,0.815187890625,0.1065339453125,0.2513164107218688,4.769131312311733,5.786355425208898,-0.0482213075783902,-0.013462019617144,0.0758451496085323,-1.5201772517221794,T_cells
+3191,0.98771515625,0.094480341796875,0.4647776536024892,4.468638856400828,5.433520106882774,0.3617061319837423,0.1694501912799644,0.4648715745540002,0.0227169072443241,T_cells
+3192,0.86059453125,0.102368056640625,2.4741449106974898,5.137069100371672,5.262991824618232,0.9120258168329188,-0.0064109356724926,0.5445561128010009,-0.6644730060040032,T_cells
+3193,1.025823359375,0.1432042578125,1.418071040087526,4.508357600199949,5.350353633963648,0.077602685254957,0.1417459902228326,-0.0812308915712825,-0.99856692000833,T_cells
+3194,0.75195265625,0.0593282861328125,3.324854879662391,0.798959598700466,4.412065179629837,0.6378544013054424,0.0633651467492695,5.425911337787405,2.463266119482386,B_cells
+3195,0.738790078125,0.123373955078125,1.7096871551792765,5.383045347562635,4.952069850093699,0.4385741158089056,0.3503882842124521,-0.3839498987164135,-0.990670904713976,T_cells
+3196,0.989086953125,0.120276240234375,0.6238473114927877,4.796104823342802,5.499132914329239,-0.1427261206533543,0.1285974498643874,0.3840960551681353,-0.0975246123210201,T_cells
+3197,0.97022546875,0.147918046875,0.3522092963061127,3.980696353252464,4.742861775425564,0.9441193892294364,1.9341513089702635,-0.4769219087723125,0.8199367793900814,Other cells
+3198,0.938121171875,0.105817431640625,-0.2173317295717862,5.016826197582012,5.257617083647601,0.2251059150744939,0.0336556075666749,0.1372449049539563,1.750195799395907,T_cells
+3199,0.921331015625,0.1305121484375,2.0850061564268354,4.4108432665087705,5.065311715614316,0.5362025816109395,0.4097246446828858,-0.5731322980305045,0.0559097434258629,T_cells
+3200,0.8998553125,0.146897880859375,0.5762438364629477,5.01138603422878,5.224376486521607,0.6223963193958546,-0.2585946683045393,-0.0810668888503084,-0.6716158623141163,T_cells
+3201,0.829469609375,0.120754521484375,0.850932572361355,5.7513223501499215,5.229691219656512,0.5643139427431809,-0.2545943897002998,-0.1745508317045734,-0.395805439461018,T_cells
+3202,1.010282109375,0.087280341796875,-0.5665837849497479,5.292126975571567,5.462095731742146,-0.0331276475732357,-0.3431212695152383,-0.1945820080617531,-1.229489864806512,T_cells
+3203,0.826481328125,0.103731484375,4.512542513174786,1.797476836697929,4.929406960441894,0.5203607434394403,-0.2063353553386922,6.096718308586726,2.2912331806129536,B_cells
+3204,1.220027578125,0.2589194921875,3.698040835632204,1.4074388612465731,4.931553154158578,2.641307156608175,0.0430612410618559,0.585846043373471,4.302381583391686,Monocytes
+3205,0.976849375,0.112484541015625,-0.9068281908934864,4.325971003296344,5.630310484155402,0.7903095043342595,0.3387115969321477,0.3902375237999128,-0.8293013138497107,T_cells
+3206,0.93325640625,0.117329150390625,0.1772209636408182,4.001815119569263,5.074732923502008,0.6469746800905398,0.0609342254105911,-0.2837851608382834,-0.8996760663312438,T_cells
+3207,1.6662609375,0.4285133984375,3.1725441422674927,0.5866551378790961,4.5533834148081525,5.155897902200744,0.3161028373939112,-0.3454592079146082,2.904353541806066,Monocytes
+3208,0.885529375,0.093868837890625,4.132983410262466,1.136055614264527,4.88594527855376,0.7818836590864071,0.0162127778838865,5.844350723168634,1.2283862580344118,B_cells
+3209,0.83792546875,0.18351837890625,0.8588614490266423,4.535296136170922,4.96666411585964,0.4318737308068167,1.186970979299234,0.1426174861913554,0.8550562022826462,T_cells
+3210,1.764880625,0.789594765625,2.1263338405640497,1.415286952205613,4.171238167524446,4.920985541662909,0.7167928558483543,0.3100584110548265,3.122958719457663,Monocytes
+3211,1.10320328125,0.12277265625,-0.7606198009046049,4.493194785436635,5.107561308521386,0.7509082334754217,0.0642560060161638,0.2368876125742007,0.4643556592553791,T_cells
+3212,0.6022794921875,0.142424130859375,-1.1769343785061737,4.803898089318588,5.398373202803844,0.4571659704430348,0.2774621527722817,1.2721691135586368,0.6733800852687065,T_cells
+3213,0.759830390625,0.148969423828125,4.318551337350333,-1.1368673895779564,5.155855302770464,0.9077309751175772,0.2590081926367142,5.875539194153789,1.1361433861064705,B_cells
+3214,0.88974078125,0.112937021484375,1.2785381127771491,4.78301560105665,5.292586448583813,0.5188032786534664,-0.3219072886354676,0.022292862150331,-1.24401396832512,T_cells
+3215,0.949434375,0.147889248046875,-0.8215888178174573,4.165060671556571,5.118710706996342,0.2187938087662456,-0.2570293026758367,0.5484700891713472,0.2795006476089944,T_cells
+3216,1.3152184375,0.137314873046875,-0.4925865742541723,3.93605779842513,5.0585319930007415,0.5091040069470151,2.0310415730241305,0.7680965336057944,0.5670162410633209,T_cells
+3217,0.992525078125,0.1758676953125,0.9409519562568416,4.64742892134085,5.55547505449151,1.0932289453993351,-0.5710151687618193,-0.0333590110976728,-1.4360404559145936,T_cells
+3218,0.94815109375,0.1526618359375,-0.2246996221879586,4.554579612003688,5.484192087051161,0.4726531371007358,0.10766146228889,0.0146715426959238,-0.2876016341581188,T_cells
+3219,1.60873640625,0.516039453125,4.672780721026552,2.856630331935331,5.0243024504736455,5.551699994012029,0.7255545624075592,1.4470908237251063,4.557110697192447,Monocytes
+3220,1.41728296875,0.30097666015625,6.113343676837055,2.860627898747187,5.602864452370556,5.011463023579824,-0.411367351040714,0.1262738301778066,4.594098657716801,Monocytes
+3221,1.072894609375,0.150872333984375,-0.028411398212609,4.569883584437619,5.342309520615271,0.3823952131179784,0.1559526323522972,0.0791186957436822,0.5782257316326974,T_cells
+3222,0.928576796875,0.1696056640625,-0.0892158442366411,-0.5372375185748159,4.817948319684948,0.5360516376596756,4.294605184909038,-1.4329121971754133,0.5169004260633966,Other cells
+3223,0.8239559375,0.1281207421875,1.2164142334983838,5.073798092506153,5.626255305037529,0.7233642927890391,-0.1499612524669052,0.2650892382971959,0.26419973641024,T_cells
+3224,0.90032640625,0.117269130859375,4.13518250760526,5.306637207838546,5.72508073466214,0.6451480246535262,-0.0911315864003753,0.0793384721133339,-0.8323814177640583,T_cells
+3225,1.41020625,0.5551877734375,3.6096270486932367,-0.3922012469089388,4.983572440914825,5.395487931290573,0.5871945440734013,-0.0499255411954879,3.624980018732003,Monocytes
+3226,0.5655405078125,0.1186913671875,0.4857636394522791,5.258643661446486,4.553386786121584,1.269351421485855,0.1626787833514489,-0.2331905819355726,-0.4465283103627692,T_cells
+3227,0.919862109375,0.08991177734375,4.408729371235444,1.726302470056252,4.915143016088582,0.1109578114705426,0.2169070920341529,5.589629484863235,2.2064147943852763,B_cells
+3228,0.959314609375,0.141165712890625,0.9012058153277364,4.417581321445731,5.354757503090058,0.3835660498394332,-0.390196858686262,0.6753106310317235,-0.3757432628963373,T_cells
+3229,0.70739453125,0.23941107421875,-0.3656865924009207,4.8067899636670335,5.372928252058026,1.553027351020882,0.3442990099896069,0.4627224547459775,0.675004421685662,T_cells
+3230,0.87082984375,0.15395865234375,-1.3058555227171644,4.823739057097329,5.399191517079179,0.4411362528941267,-0.2368994565137404,0.1186767419580323,0.7829316642920076,T_cells
+3231,0.80586203125,0.1032316015625,5.529347286574556,0.9344539942588284,4.846868675497077,0.4983259874398456,-0.0835181654531212,5.487949930038088,1.8816163641106904,B_cells
+3232,0.98123671875,0.103101982421875,1.6726334850115885,4.612859650145537,5.532156161835726,0.3585759360865892,-0.2672427847083033,-0.6452281869708647,1.2810941238499012,T_cells
+3233,1.11546734375,0.107546318359375,1.2533632019351837,4.752835019352754,5.475312715914998,0.0233098247756508,0.0250994509688947,-0.0365476965768953,0.1910324771581286,T_cells
+3234,0.8511915625,0.1925959765625,0.0201278930602535,4.91253875471232,5.46019842817851,0.2963622758508265,0.2034363546572692,-0.1006760273366006,0.6770005725057056,T_cells
+3235,0.76524015625,0.1745744921875,-0.0678027136870092,0.0582010915448591,4.756521103857953,0.8536692391113749,4.037403204134389,0.5421008336356463,1.8067915500223128,Other cells
+3236,0.71674453125,0.0647987939453125,-0.4640531029155086,4.1726250977222845,5.0101337874036265,0.3503665628677382,-0.1620991907651389,-0.127695062061614,0.5368283017190287,T_cells
+3237,1.549046875,0.18973240234375,5.548247828374572,2.0479110130377087,5.519590325080379,0.2303494074933317,-0.0425566048661374,6.352695427643181,0.945636241009974,B_cells
+3238,0.956063125,0.14613095703125,0.4269367199353647,4.260587333698632,4.979574046299626,-0.1218836848273885,0.374920263510843,0.2572511128068884,-0.2392470669454747,T_cells
+3239,0.866484609375,0.143594921875,0.6654203947242034,4.31805142687534,5.519153128045796,0.836097873042052,0.1192156838961892,0.4807384048600066,-1.1141554861332073,T_cells
+3240,0.964040546875,0.12016822265625,0.732233821771538,4.885142549113894,5.818663488278419,-0.0085777893769951,0.0856168181030234,0.0139752782821109,-0.5672882598503161,T_cells
+3241,1.703175,0.23130705078125,2.2163879889533247,7.96130924053553,6.246137351198252,0.8991850587584811,-0.186874210613137,-0.0343211759298513,2.6243531019769044,T_cells
+3242,0.6698825,0.119468505859375,0.692251293407803,4.902458021090869,5.623673445467584,0.4246404722724078,-0.1263283421291931,0.7605030202886607,-0.7956077381463542,T_cells
+3243,0.9623234375,0.114235029296875,3.941817922791125,1.1344951216101016,5.115164415003489,0.6401042610396577,0.0949850179954795,5.741113468436166,1.128301354649867,B_cells
+3244,1.112558203125,0.12891287109375,0.9144134139250714,5.086164009383911,5.378906604569119,0.7138105916316662,0.0049698234051451,0.224162247334549,-0.4740791289599189,T_cells
+3245,0.966046015625,0.152984091796875,1.4614933895526854,4.628997720690623,5.434473736717727,0.3243362476503149,-0.1512734852959893,-0.1002029650920387,0.9385045255299824,T_cells
+3246,1.082844765625,0.126108603515625,1.833247300421209,4.194961350357873,5.51284078133119,1.289466027435004,-0.2416698244241328,0.5981619845628299,0.6332784192917031,T_cells
+3247,1.019285859375,0.1170776953125,0.3711817367666911,4.893014524727962,5.55412218815929,0.4187203967397803,-0.0463484627253687,0.4381240888162992,-0.3765106655209765,T_cells
+3248,0.651235,0.08799986328125,-0.3977188089631247,4.985957574525266,5.266040592249417,0.2600368197640729,0.02112499075254,0.277658069448275,-0.2888778778783403,T_cells
+3249,1.08356859375,0.105548583984375,1.5952722926162826,4.830926193345354,5.594937863964454,0.2726641241366692,0.0076333123642493,-0.0747927781867603,0.5027806845985217,T_cells
+3250,0.7743696875,0.152218359375,1.2554542021474204,4.078520713462776,4.784900907756454,1.2420349568321414,2.835546924700612,0.4006408354341335,-0.3787031842278267,Other cells
+3251,0.45125296875,0.116549013671875,4.422948578243232,1.94585047194543,4.9071951575698565,-0.0347223724663472,0.3345331241412952,6.055854797068328,1.101625636771774,B_cells
+3252,0.700132265625,0.17430263671875,-0.3860293293715482,4.533347807372231,4.995600183196073,0.1580405619542374,-0.3778613849150428,-0.2095532319837985,-0.3708492305519345,T_cells
+3253,0.944158203125,0.0793788232421875,5.113397431825692,1.465011652439752,4.91860767984339,0.1592572165516594,-0.6624571065173723,5.412844857106993,-0.0968568177233226,B_cells
+3254,0.77836625,0.109102978515625,2.205559759275197,5.134381779780246,5.21155107585403,0.2827441918974336,-0.248090095580628,1.3693977206872188,0.2041239781979156,T_cells
+3255,0.81093125,0.0754295654296875,4.477779268904493,0.6145534514034171,4.834023560000677,0.3086344944355298,0.231815766811625,5.835738550971241,1.7093093289098455,B_cells
+3256,0.5693323828125,0.19721357421875,-0.3677169765199561,4.369530120442399,5.025816124127833,0.3693232783691781,-0.6553763297477221,0.122661642649365,-1.1155622973061676,T_cells
+3257,0.768483515625,0.1244643359375,0.9285865095156624,5.427617657336153,5.125570607186468,1.1987327064945712,0.1482467517641114,-0.1599513846091981,-0.2913604811163167,T_cells
+3258,0.6152671875,0.085931923828125,-0.2621378680037347,5.565369040071885,5.10106117321382,1.4647859128189975,-0.0511460696552544,0.782713341350107,1.2322288494957154,T_cells
+3259,1.611418125,0.20122794921875,-0.1002554920773275,7.086470064812749,6.249919522925732,0.5878192566303995,-0.4194185620294031,0.0809621746817414,0.6998193672580606,T_cells
+3260,1.001276953125,0.127266806640625,0.6346872456055344,4.025144586917484,5.331799139293681,0.7530942763494602,-0.2290401767231153,0.0898609848601683,0.2148632480951311,T_cells
+3261,0.94606546875,0.09381783203125,6.056330932390845,2.68101424124892,4.714011145115731,2.193730585916474,0.0584700454250872,5.222510653731823,1.9124761435509328,B_cells
+3262,0.896445546875,0.156971748046875,0.0112709369675453,0.4943281135445263,4.884846085345523,0.4498717737143208,3.376808838948909,1.1658713046940694,-0.5799303205905141,Other cells
+3263,1.01344484375,0.0754427685546875,5.698096257512535,1.9486498665830487,5.028414901486011,0.8866523047647151,-0.6210532979469319,5.22494124865663,1.4225347356674514,B_cells
+3264,1.086455625,0.121113974609375,4.111035185275124,1.2071234611899486,5.301040843974121,1.3054769005692273,-0.1661597703928597,5.596501036031477,1.3998176881463806,B_cells
+3265,0.7689878125,0.111362958984375,0.8331602872577353,5.054530524948403,5.39178344019027,0.3715191944809765,0.1479201399283631,0.545755755949423,0.7066969239506401,T_cells
+3266,0.70613296875,0.1114613671875,5.772178465937094,-0.735781321680889,5.056139288990439,0.7245715784751446,-0.7274095979202734,5.638940723036069,-1.4818610316798917,B_cells
+3267,0.765479375,0.113316875,0.0886260118385985,5.097262515817954,5.4627122049908445,0.7280239374355061,-0.2044002815619797,-0.2602028063785637,-0.584365352430713,T_cells
+3268,0.7025078125,0.12752904296875,-0.1970797365976302,4.8223563922476105,5.727653372294582,0.4163912049587791,-0.6548248790584885,-0.5559425393063764,0.1649582549333531,T_cells
+3269,1.4884921875,0.24905529296875,5.92335393708428,0.7863224261742662,5.598271446668624,4.877618348133992,-0.2938136680349028,-1.2859123172410605,4.702233267909211,Monocytes
+3270,0.820751328125,0.10992931640625,-1.292817905309949,4.6644400057606985,5.457009829449733,0.256404616581971,-0.3857025929953167,0.6432454051373796,0.2941352849304456,T_cells
+3271,1.12253453125,0.11848013671875,1.4976415346360945,4.830142914158564,5.510609260541524,0.4447018546891379,-0.0282945292143186,-0.0690488374075737,-1.1969440091753305,T_cells
+3272,0.903285078125,0.153745615234375,4.494119606583783,2.0499922987542645,5.120004222824579,2.132618465091946,-0.0575237875199588,5.063888653227106,-0.0700828906237488,B_cells
+3273,1.382829375,0.3825333203125,3.750673109718764,-0.0895823377415783,5.108626908413639,5.332170246898713,1.1559850686127495,0.1591713900584266,3.2588708164052256,Monocytes
+3274,0.79946765625,0.09906990234375,4.5528428557029335,-0.8549860491714757,4.775286360704877,0.8315639036511946,0.3554345191494269,6.008320349678155,-0.7893272909862206,B_cells
+3275,1.150729921875,0.11032177734375,1.456003773443155,4.924112671062468,5.333208200099524,0.966309907659547,0.1085881999102829,-0.159167206789785,-1.1181015219082877,T_cells
+3276,2.06208671875,0.2731201171875,2.1512527732778133,7.824023307006892,6.141397283452332,1.792662299661658,0.619161521949088,0.1097790278863102,2.8332796773926447,T_cells
+3277,0.71548890625,0.077491513671875,-1.5074444918415242,5.0119906560379714,5.106628358519823,0.7754508532898904,-0.3665081656744142,0.3234072379417267,0.5804865398551015,T_cells
+3278,0.987216171875,0.16485828125,0.7258863516234872,4.730631531778406,5.202736305250068,0.2101612615131649,0.5579064592250962,-0.7218963799641642,-0.4415331658425649,T_cells
+3279,0.67080453125,0.068845869140625,5.030660800108511,1.5147421767896392,4.552592881239883,0.8071671739339943,0.0206817950180472,5.112415283759574,0.2308349617962908,B_cells
+3280,0.702630546875,0.08542123046875,4.532441631465173,1.7997873835890237,4.592113434658847,0.3268678067142319,0.2647336077043599,4.819606746573042,0.2300948732015879,B_cells
+3281,0.940060078125,0.141378154296875,1.7750875268793636,4.812652444719888,5.180889760174214,0.6921724157592828,-0.2363170898515813,0.4809828542009855,-1.1395621976565171,T_cells
+3282,0.941264921875,0.17175822265625,0.2566055391018586,-0.6190674673266621,4.81140005357426,0.4151528252283912,3.2517012242592385,0.6159062378596912,0.2541067150895331,Other cells
+3283,0.945095390625,0.0856570703125,-0.1903386801726231,4.943732659436988,5.316922820266607,1.2752892148672947,0.005093629140897,0.3458507560076222,0.7408659270548026,T_cells
+3284,0.822536875,0.109847099609375,1.799710492978215,4.862229803994273,4.982848319949427,0.4176383576355886,0.1242497837340337,1.3871243457110265,0.6938703792367054,T_cells
+3285,1.5847809375,0.2747312890625,4.021085900502344,1.511465594570171,5.332022519549867,3.509664066513894,-0.1899852425456284,0.4627754139300463,4.848796862859301,Monocytes
+3286,0.80943453125,0.10555279296875,1.06078408550102,4.560314513581415,4.786873053219129,0.8735305113845859,-0.1113365618793522,-0.4600077257071843,0.9727401779772497,T_cells
+3287,0.7294540625,0.10280193359375,4.9952140691418405,1.4915490015622408,4.937369294389098,0.3350841873068108,-0.1228330889715935,5.766455233280754,2.1237214434543827,B_cells
+3288,1.0191346875,0.110765849609375,0.3108143459245535,4.330766170226766,5.584807373984757,-0.2386179351067929,0.0126962152745234,0.3790559481448853,-0.1130507941222991,T_cells
+3289,1.0460865625,0.096195419921875,0.9428242084563176,4.889396764046354,5.244534067319712,0.5723877653419963,-0.0426928572629556,-0.3811399815267249,0.5052264604451521,T_cells
+3290,0.641776015625,0.19073998046875,0.3554860634595006,4.617736413995218,5.217294967101849,0.09848733269559,0.2246559597439132,0.0819459149869273,0.0532642137802401,T_cells
+3291,1.56834953125,0.3294428515625,5.677073566217871,2.312619053399551,5.592107067607673,4.850218641632986,-0.1753126504137825,0.3876268201609718,4.79046564424131,Monocytes
+3292,0.850361640625,0.115589453125,-1.3596508034588877,4.861431866063461,5.749418671328975,0.6581264989481743,0.4943706297676228,-0.2365324163257781,0.8087567447593454,T_cells
+3293,0.6095275,0.08851294921875,-0.4106841219944206,5.044247325312234,5.06607961214224,0.5661262893406286,-0.3601545859195739,0.4475681952644007,-0.4084378781221618,T_cells
+3294,1.045684609375,0.120846337890625,1.2421508745481045,4.83377233557198,5.554499734268826,0.0500952811739857,0.1454784432301198,0.1166710187388642,0.9672340940079308,T_cells
+3295,0.906924453125,0.137173251953125,4.659649835484721,0.2066867533111344,4.835985766157832,1.310078631130195,0.379326918531133,5.574640074647122,2.208048824299973,B_cells
+3296,0.827878359375,0.123642197265625,0.8842588697426138,4.5413913691702925,5.247340145313865,0.2762817506458176,-0.218502615687618,-0.1778188683503207,0.1204083230394333,T_cells
+3297,0.936852734375,0.154430322265625,1.7184839438713662,4.131815865920434,5.157675580556068,0.8553751032592926,2.899068401728226,0.1100964567703303,0.0258048354102837,Other cells
+3298,1.006082734375,0.07416935546875,4.865493079962018,0.0847114531129876,5.1085606283194345,0.2777273720868031,0.1831567256436282,5.707130297789075,1.1473847966100716,B_cells
+3299,0.76546140625,0.118425537109375,3.334427274857488,0.7884504274317946,5.362719777836353,0.4147422545199372,-0.2531230595080803,5.125133700627253,1.6962470260428493,B_cells
+3300,0.86119046875,0.119228466796875,-0.8570844876360589,3.973463091401147,5.813835226283215,0.8531382520481251,0.1410061831412117,-0.4157986851051746,-0.2613061104192014,T_cells
+3301,0.690535390625,0.105687802734375,5.601311483842837,1.8250957307877904,4.870665326663821,0.6568414860323332,-0.7400174902116765,5.195262034341013,2.4696258519377947,B_cells
+3302,0.846835859375,0.107479111328125,1.711128930666807,5.1503491571530144,5.262116194228061,0.9365779422248944,0.0937810108129164,-0.56778063305967,-0.3880269982775494,T_cells
+3303,0.96739609375,0.1416151953125,-0.4492425133502697,4.585938651838201,5.6359366109513855,0.749220794521308,-0.1412099764109467,0.5083814072094873,-1.3659422069380749,T_cells
+3304,1.09947171875,0.392108125,3.719914827878119,1.4700787234196666,4.536523363707088,4.269260920949852,-0.5533479106071113,-0.6503868964057096,2.7650557649132743,Monocytes
+3305,1.010151171875,0.093307744140625,0.6377411209142684,4.55197069455273,5.149216344415983,0.970676287688468,0.2509299143933301,-0.2630117255307934,0.4086177659200359,T_cells
+3306,0.88088234375,0.13827083984375,0.0541074676187896,-0.7446947341113993,4.431706631622784,0.5393684803499201,3.170638192946904,0.4486201941208981,0.7169049499609309,Other cells
+3307,1.004087265625,0.08404880859375,1.7749358429298867,5.55586356937203,5.579829255017444,0.8521793561990286,-0.6635144535228602,-0.3383937118812004,-1.0401701109668933,T_cells
+3308,0.655842109375,0.17877939453125,1.065820601938526,5.190712190921387,5.424656457878278,1.5098230482202084,0.036766909683072,0.8798623678378286,0.7764652702502753,T_cells
+3309,1.5216675,0.69956828125,3.760577510719572,0.4300151543632555,4.78586578523239,5.190913378344757,0.6362360072777812,0.0985133984695708,3.924647027216587,Monocytes
+3310,0.672826640625,0.183705,5.236105103308474,-0.3293812556647876,5.208565763116648,0.1603671567965728,-0.0737859583190691,4.88935314103509,2.2616979172507183,B_cells
+3311,0.738346953125,0.090904345703125,0.3644821879432616,4.76321143793145,5.535577287677806,0.3594109314909006,-0.0929233873677652,0.8025040810839196,-0.3650353495269536,T_cells
+3312,1.4818625,0.2884782421875,5.593140838729265,1.7452936299125867,5.509616392678068,0.803356250760547,-0.8094808961286521,6.252522585776244,2.0391369769614345,B_cells
+3313,0.751761640625,0.131226865234375,1.3646369523817654,5.249844624501395,5.735652821872998,0.4985143241386425,-0.3804947942428242,0.3519289499768263,0.6649206536697697,T_cells
+3314,1.51547453125,0.6458882421875,3.816957919311991,1.90639120022336,4.550969230223213,5.695859185234175,0.4256374769863177,-0.4127790760180773,4.211444286812366,Monocytes
+3315,0.9102971875,0.07743330078125,5.812167755944212,1.91062628295403,5.120794412937913,0.3718071225144335,0.5192706947331822,4.747897045758323,1.053459364395674,B_cells
+3316,0.79573359375,0.170493203125,0.2099130932878722,0.7922696437745076,4.663714630407324,0.7453176561170743,3.228627715571227,-0.3095822303479956,0.1580349152450649,Other cells
+3317,1.05391203125,0.16092521484375,-0.080843455471226,4.584780172820455,5.468261647466325,0.506547560297969,0.0184841965142879,-0.2026450366191409,-0.2475150984694163,T_cells
+3318,1.299955,0.102269638671875,0.3543422009597413,4.80257984097649,5.128704797306557,0.0717570733764617,0.0845079735655493,-0.2937002488762448,-0.8682523033749485,T_cells
+3319,1.2198934375,0.151811484375,-1.1228753517826977,4.458006303687011,5.535947119450021,0.7467365929476776,-0.1773733077639945,0.2631312286715505,-1.1265411421164329,T_cells
+3320,0.9100471875,0.125590732421875,1.725147411923857,4.246178340886797,5.525262347095048,0.7449673836159768,0.3548465398375081,-0.0138375480925816,-0.4784960154298734,T_cells
+3321,1.0894903125,0.096656904296875,0.607507021563754,4.8419759492050245,4.9764522813858045,1.0189229988974124,-0.1365885329737714,0.4616176307542732,-0.5577866440202165,T_cells
+3322,0.853087578125,0.174131015625,0.5134650742942327,-0.4544955366991891,4.767413435211124,0.939608095186952,3.115137414558255,-0.0619446860307522,0.189003792352707,Other cells
+3323,0.72965390625,0.155212861328125,1.5473385163229854,5.004111875342492,5.503922384618219,0.8088427759795985,0.0693860381057278,-0.4556003750555341,0.2320829054955848,T_cells
+3324,0.897462890625,0.106974423828125,0.9273673411489108,5.169520752060546,5.540682118912395,0.7003308378535708,-0.2350880815227231,0.1159872190836816,-0.1003105187505526,T_cells
+3325,0.88643984375,0.097532451171875,3.3744672176757327,0.5703069895558206,4.630607600325445,1.0761361442400497,0.0810692683351981,5.241608032742158,0.1615576935290966,B_cells
+3326,0.794733984375,0.1220759375,0.1785067214853983,4.542263603314494,5.465889730790943,0.1917025422373302,0.2623756351389157,0.2003715885804504,-1.3954081758010044,T_cells
+3327,0.887702265625,0.11583009765625,-0.118862295705649,4.554482041681629,5.519130047994648,1.059525225001263,-0.0358041326884661,0.3962545735859867,0.5341065840993546,T_cells
+3328,0.866613828125,0.0787811279296875,5.20027470326546,1.2966422997156637,4.872218797338742,0.2327472297978427,-0.1366092658154824,5.508835098053595,-0.1757270827189621,B_cells
+3329,0.60949125,0.1349048828125,1.28549766294918,4.581006925926858,5.45342346872342,0.3754198442623969,-0.1988666387942229,0.6610234455434292,-1.1926176037839922,T_cells
+3330,0.724143828125,0.14476572265625,0.3030974434963865,4.532881891231593,5.335146022152812,0.4513554595458411,0.1513005078881378,-0.0526159849043201,-1.1991814780122585,T_cells
+3331,1.1796621875,0.133136376953125,-0.3031004834702444,4.684970017473049,5.332204894240554,1.3927375075404922,0.1744220988463352,-0.5316275189001647,0.3427236517423483,T_cells
+3332,1.1284828125,0.13201240234375,1.6002603221389735,0.0548410643685559,4.309403178006303,0.4969557352405056,2.4584604214354138,-0.6357050889645993,0.2411870807226937,Other cells
+3333,0.935840859375,0.100001259765625,2.421396876740815,5.149904066837786,5.423687492376762,0.9255206022897856,0.8182823852471914,0.4235461322278952,1.098133978440786,T_cells
+3334,0.76437203125,0.082745986328125,4.215529605341813,-0.3774910947834197,4.658297281957729,0.4272813638784219,-0.3994132873001975,5.886398405463511,1.437628622612212,B_cells
+3335,1.04642671875,0.130029072265625,-0.4691464428809476,4.427666056379499,5.515225171749311,0.0895129652084743,-0.1475020884101372,0.4705587894886635,-1.3118649244914944,T_cells
+3336,1.178073828125,0.4802290234375,2.9516332318831995,1.6170639571684091,4.564453690071115,5.078323458494312,0.8694142757259068,-0.2336601399737832,3.096216377849191,Monocytes
+3337,0.897336171875,0.13055775390625,0.6325920151138077,-0.5292025357339974,4.745908580280755,2.875572014140399,3.327466107425086,-0.3697976155276984,0.2086587011367154,Other cells
+3338,1.078695703125,0.106183486328125,0.8491177653379094,4.253936496480206,5.360921494702581,0.2073699483580991,-0.5642454497424069,0.111853612592913,0.7546220033630897,T_cells
+3339,0.639912265625,0.222836328125,1.3119626615557205,4.579881952176687,5.446409322067272,1.399664237604918,-0.0218404661413135,-0.2790786637819363,0.3867446569249517,T_cells
+3340,0.848884140625,0.09187650390625,5.015508046606064,1.828344096848904,4.87951568281361,-0.1928367130221664,-0.0411585702835951,5.774665555472882,1.786547883855325,B_cells
+3341,0.900741796875,0.120555888671875,4.167951463661525,1.605016200837985,4.569421235774941,0.3417817685231367,-0.5394244327068296,5.486288310061181,-0.401967986476918,B_cells
+3342,1.196271328125,0.1523569921875,1.8316741210428296,5.420126366216518,5.63927793290862,0.3236836646310175,0.3827042066447498,-0.3886607563391354,1.2364837059256164,T_cells
+3343,0.738278828125,0.155897568359375,-0.2535853038660242,5.589559558501804,5.677447837080191,0.3210028055580552,-0.19124165586376,0.5199619815700871,-0.6513720168196786,T_cells
+3344,1.18208734375,0.115744287109375,0.9460813889905691,4.855454629429892,5.686614621051359,1.7570801620426684,0.217590953742311,0.6626548147579956,-0.9240187493371886,T_cells
+3345,0.7207078125,0.17618814453125,-0.252453602701186,0.6371877067089352,5.028217610416995,0.7190816780913886,3.880965814526364,-1.0315316640901786,2.0513249161873084,Other cells
+3346,0.82372203125,0.070376728515625,0.8525483075442043,5.130544813297303,5.213157943417647,0.6461389991806015,-0.0244565973590656,-0.1018529986728414,-0.473079629709185,T_cells
+3347,0.917213203125,0.0788105322265625,0.9848083287486932,4.6410033618210536,5.209772136458129,0.026495102118281,0.0551374045173968,-0.1159127064642849,-0.6066295164033235,T_cells
+3348,1.2227825,0.1265748828125,-0.5127603361200052,4.147625621060964,5.272054944782015,1.1744304259661689,-0.4045091436539024,-0.4590940780811238,1.0501231281450525,T_cells
+3349,0.74623890625,0.13976328125,3.857603653920802,1.0753285751715722,5.116989998252188,0.6399102667247408,0.8456810985048335,5.821020758328608,-0.4723446656267945,B_cells
+3350,0.910495703125,0.120516875,1.5030696664128735,5.005863021340797,5.321155797156209,0.8815346724405136,0.1698277895206005,-0.200806336468281,-0.2253035655367292,T_cells
+3351,0.811958828125,0.12693974609375,1.2817124347791382,4.7899198634902005,5.182896821774342,0.3210941789811763,-0.2749807255320588,-0.3509753421758987,-0.1669244243084876,T_cells
+3352,1.38785875,0.4797007421875,4.068460900646055,1.7189208736165886,5.163000426239727,5.670191574019128,0.4936027718329071,-0.6922149321675284,4.182425412781502,Monocytes
+3353,0.98478890625,0.139468642578125,-1.3295552516392897,5.075812001857259,5.567246383084379,0.7622721226946959,0.0585837178198148,-0.406095897300037,0.8429273708481231,T_cells
+3354,0.8282784375,0.135440771484375,5.709613100356334,2.083365018089039,5.455853733082791,0.1451309518403158,-0.450402782239343,5.753152539896048,0.5634908159796985,B_cells
+3355,0.838940234375,0.0944971484375,1.5150488294913744,-0.1164510311952354,3.785499981288897,0.5396017242901896,5.38862679672285,-1.6204282814972708,-0.2870911595983957,Other cells
+3356,1.043001484375,0.098077333984375,0.4550954649034237,5.089041161682566,5.549472339757156,0.3173761543490779,0.6918606459171556,0.2373193968722386,0.3877184123757937,T_cells
+3357,0.707689140625,0.0673024169921875,3.613551673229193,1.8856025330924844,4.768656632088383,0.7992855407863219,-0.164866118952122,5.321216206855056,0.5556152256224034,B_cells
+3358,1.230053515625,0.10771974609375,1.2167385135761246,4.778106941513018,5.262728070773669,0.1951346852275784,0.0347280602186553,0.0084546575101489,-0.959962295819749,T_cells
+3359,0.97625359375,0.155588515625,0.7597646946828768,0.2080958273983602,4.823227810133869,0.6373775256365849,4.446916000827787,-1.6119623442064597,-0.0790207299655246,Other cells
+3360,0.78102828125,0.25217576171875,3.3635196802509,1.613945946954807,5.303721947575941,2.7833982669206705,-0.0419034527129053,-0.6688690697476924,4.702133068095809,Monocytes
+3361,0.86674953125,0.137040625,0.3188927845082954,4.62068195364844,5.36371577741703,0.5868840226871949,0.0188952988353085,-0.122798912043401,-1.2508411087168911,T_cells
+3362,1.009915859375,0.10902556640625,1.453826443640805,4.444543475379443,5.261868387748526,0.1015525482496144,1.929554907520576,-0.5903178458879506,0.1160059140170025,T_cells
+3363,1.03967734375,0.155396484375,1.736177350133705,4.92612667727858,4.7934837905310586,0.3196844009475422,2.828645602525791,-0.4660335487314802,1.1357786642023404,Other cells
+3364,1.105710234375,0.20436908203125,3.621304440020921,1.1722155903358844,5.25397727427671,1.1059972412368615,0.0254070261203659,0.2664767407766433,4.574192205588919,Monocytes
+3365,0.827945546875,0.131126650390625,0.6839468032251049,4.859547028621266,5.742382429482052,0.366249914430853,-0.3421309040875022,1.2385754324219622,0.6012458314331577,T_cells
+3366,0.908646328125,0.14440505859375,1.1124693067295357,-0.8316557252732926,4.493506651804705,0.7072551374721284,3.941155946515512,0.6055210423898514,-0.6079906884926303,Other cells
+3367,0.91244859375,0.16133087890625,0.0601932577675131,-0.1464479264341833,4.44215511857971,-0.0807163885500217,3.962256449145446,0.770964729148722,0.3673962505445018,Other cells
+3368,1.20893,0.16985349609375,-0.6023086469920057,5.217843873007746,4.97995504470834,0.6470333093569665,0.9093290855068183,0.0901561211246788,1.1950332413869735,T_cells
+3369,0.933074765625,0.097706474609375,-1.1712295440634612,5.413446163799698,5.143651821605722,0.4688700944471486,0.1223644330329548,0.6574199836540163,-0.930180066702021,T_cells
+3370,1.25318375,0.6330305078125,4.150946125769856,3.0015999911829567,4.996315658842529,5.601337856289481,-0.2032380637131419,0.145838230262837,4.1762801642676415,Monocytes
+3371,0.7941990625,0.13870291015625,0.3839198181297054,4.399082707127583,5.272457467963731,0.8689057163350234,0.1485593111980886,0.4168606703890139,0.4245022148118222,T_cells
+3372,0.956564375,0.113597724609375,-1.048259155066414,4.148948713546351,5.344885974455479,0.422415766664902,-0.037446866661327,0.0390248565716453,-0.7812211227482285,T_cells
+3373,0.890795546875,0.13247806640625,4.764541786988137,0.5597131957562406,5.318411584228603,0.7489088809113681,-0.1176047854335799,5.742315330265389,-0.5882232507662033,B_cells
+3374,0.8868146875,0.152275380859375,-0.2629906688718345,4.265809411033091,4.5269517939541,0.6995048611547036,-0.3773012268022411,0.207988966868449,-0.0156020138576075,T_cells
+3375,0.5745845703125,0.090094208984375,1.4369215529854376,5.321457585932766,5.2220068172641385,1.39520577567849,-0.1353636326643804,-0.1236263663591465,0.0150965411591637,T_cells
+3376,0.772858984375,0.112057861328125,5.102890573437507,0.6714937525915817,4.894422221158451,0.3510046649678119,-0.2940299315018807,5.801814920210347,1.0668258284125265,B_cells
+3377,0.88675953125,0.1097084765625,1.2887059154391325,5.52438656757465,5.355232778806355,0.4657406656012991,0.0433067484664215,0.7901182573676759,1.2585301713455808,T_cells
+3378,1.148329375,0.0971705859375,-0.985249885575983,4.875020805872583,4.555213436640044,0.0830268515365279,0.1756692499501261,0.2680691828950016,-0.3075958152583018,T_cells
+3379,0.903710625,0.1316475390625,1.12092613582773,4.703554447909461,5.300603750589752,0.9546592931763772,0.3248133690095237,-0.0986219138331488,1.304895640499784,T_cells
+3380,0.94637375,0.113790361328125,-0.7711833480128945,4.960838898754308,5.356415214106875,0.5047384671155668,0.4737612125943399,-0.8216161554568862,1.0334272497627697,T_cells
+3381,0.74930703125,0.148673564453125,0.7870392058337492,5.774685051711589,5.299719026407512,1.0215247932383638,0.4210026867194081,0.4185955638572234,1.076165138474854,T_cells
+3382,0.937345078125,0.16353384765625,0.3061308990795339,4.245770078991116,5.425409447832667,-0.1055686067443865,3.977546603108924,-0.9332742784206756,0.8071452713663892,Other cells
+3383,0.829261640625,0.159019287109375,-0.6837416410143128,-0.325759019831864,4.453382652741447,1.1632368306854106,3.72559272697205,0.945777857143084,0.3681245513839932,Other cells
+3384,1.141887109375,0.130507939453125,-0.0318616143080787,5.137071779869192,5.586553960944963,0.0744193493373649,-0.0428752340201375,0.7322943445254696,-0.5469203982643673,T_cells
+3385,0.78760390625,0.089566123046875,4.576070047268673,0.9805238018475052,4.979655879957203,0.5047267689180535,0.2775110877829693,5.922420066509104,2.083548190929084,B_cells
+3386,1.072961875,0.107914775390625,1.3229999372846086,4.579321388090527,5.483839741922477,0.8898134127551869,-0.1911478341100354,-0.0736595867327774,-0.4205426886403352,T_cells
+3387,1.12987234375,0.125974189453125,0.32308975628726,4.966866141366677,5.637276843309413,1.142732084342995,-0.3307424475077372,0.6947761799764957,-0.5694963215972828,T_cells
+3388,0.67490890625,0.1836137890625,0.3213138115467076,4.094765123776433,5.262445612072002,1.1097636122129138,0.3887816668982961,-0.0935103187157215,1.7230705762380174,T_cells
+3389,0.931706171875,0.1698841015625,0.6813363261568892,4.087323430486234,5.122503256977991,0.6819027186809004,-0.1010503954488435,-0.3481391065469327,0.2800565365122432,T_cells
+3390,1.166865234375,0.3668353515625,2.8829778246963818,1.719227827825765,4.988479627778284,5.095397984106228,-0.5969631560630525,0.0783951709214451,3.3604016056930206,Monocytes
+3391,0.89590828125,0.079067373046875,3.816639715088416,0.8108346502240019,4.960403243911986,0.4517972937555425,0.9397417665881466,5.702954107208465,2.010146735602836,B_cells
+3392,1.121658515625,0.157716474609375,0.241062695223851,4.41503543368382,5.313227010913714,0.9665757339827008,0.3200774132520578,-0.0640545061933237,0.2144560210524654,T_cells
+3393,0.7450690625,0.108087607421875,-0.3100322300034887,3.9968692924941474,5.17348776358086,0.6591807346419889,-0.2491136123261749,0.5525167341992074,-0.9231656626417214,T_cells
+3394,0.928417421875,0.074522216796875,5.008600485869522,2.8906390717010524,4.8812384314754045,0.5338070942303976,-0.0320832910965417,5.588102182818629,1.7608802115554072,B_cells
+3395,0.982178828125,0.1280721484375,1.1936956056715462,5.771821384248376,5.319713571801372,0.8646872113997349,0.180828405606413,0.0912200444910663,-0.2467084945799482,T_cells
+3396,1.164826171875,0.130321904296875,0.6481657240690636,5.123721518125265,5.491954393642206,0.3685065954966531,0.2417187243320631,0.4825918593818794,-0.5360977077221245,T_cells
+3397,0.78987,0.0584869482421875,-0.5262960300554858,4.151318566366805,4.577923585008916,0.4556965100334991,-0.0651204032359392,-0.001426190567235,0.1234351831761669,T_cells
+3398,0.756099765625,0.12801453125,4.354340187474461,1.2773272294677875,4.834427796546544,0.4136768899874202,0.1991927501883392,5.412662558674613,2.4776946458984463,B_cells
+3399,0.890938671875,0.143229462890625,1.5491438785717582,4.476537383023691,5.287086423277292,0.4689757992089846,-0.391132228391716,-0.5229350089138137,-1.085376832256547,T_cells
+3400,0.899381640625,0.10556298828125,-0.1331740850681129,4.67520871320941,5.520435176848493,1.039044460344387,0.0842917651243263,0.4162473365094216,-1.0909711349275075,T_cells
+3401,0.708553828125,0.14599712890625,1.0504549048829357,4.865933285757159,5.589712824780878,0.0834228280770195,-0.349635390579854,-0.0621151596964792,0.6395006948812739,T_cells
+3402,0.87297953125,0.114742109375,5.554976965440729,0.8617182141676727,4.818773302949204,0.2701689531428247,0.3099826563898989,6.103236326012442,-0.2054305610392704,B_cells
+3403,1.300137890625,0.107585322265625,0.9548153642474196,4.630522584580204,5.031294717970355,0.4927548030977665,0.2200309898801216,0.8795495920873033,-1.202158103920307,T_cells
+3404,0.7391725,0.109335810546875,3.043541140410144,3.967889775920734,5.066154210023144,0.8159352260659516,0.1856417268707131,-1.0629914472980873,-0.1980461648886697,T_cells
+3405,0.797000625,0.128590615234375,0.1050711554017628,4.48811520407882,5.2468613734785645,-0.2019979376049053,0.1333138293992478,0.301857473983749,0.796090163085857,T_cells
+3406,0.686193984375,0.103546650390625,-0.3053411153484789,5.377998405287365,4.820497237579809,1.1557974813313547,0.2104794464557888,0.1155920027520471,1.1993021673966109,T_cells
+3407,0.755189765625,0.152362978515625,1.9472222300028792,5.077067605615324,6.317618401080159,0.8860398829557357,0.3635002128934893,0.1054980678803566,1.736485203759061,T_cells
+3408,1.191645703125,0.141963251953125,1.2351068571101096,4.215810900216849,5.520123466929898,0.3049747907239232,-0.1562317878288499,-0.4358428588633822,-0.8349861890351704,T_cells
+3409,0.87157609375,0.10266390625,0.92128426965763,4.956473922379245,5.5751131206050575,0.4117442518517256,0.3872414528181666,0.5355607755517648,-0.1512279257256518,T_cells
+3410,0.897772265625,0.15567494140625,1.1929894800213252,4.52755800191074,5.290770581755551,1.0180727590271843,4.607349087340291,-1.1552611258429828,0.3043739576389923,Other cells
+3411,1.41766671875,0.610103984375,2.4333898632117923,1.1912517926542547,4.34229123947125,4.678128012130332,1.0433871270304476,0.2820072774522406,3.1527357762439854,Monocytes
+3412,0.853608671875,0.14695248046875,3.653601178859637,0.2929953305949458,5.600665636392776,1.0610755180044031,0.4457787534804763,5.574065822039147,1.994533438932739,B_cells
+3413,1.3550084375,0.5399598046875,2.964077173506744,0.1867877022654415,4.507857889526984,5.338616314438143,1.892034074689954,0.3859562331061579,4.116160658826531,Monocytes
+3414,1.27107265625,0.394492578125,4.433895471760263,-0.7065720263218849,5.068476736985275,5.197257592129452,0.4658323203077332,0.0438558870508092,3.3647369740156976,Monocytes
+3415,0.66525203125,0.1576060546875,0.0727507595867202,5.472712288842394,5.44377797346865,0.8508767790707504,-0.1150782150321911,0.0634670811227262,-0.8767903934018383,T_cells
+3416,0.8201571875,0.17829150390625,-0.162561990357267,0.6165805338718924,4.542292321925708,0.3297135466350351,3.8461001254042,0.5352204429626216,0.2759527765655718,Other cells
+3417,1.160773203125,0.0812433349609375,0.4505855126511183,3.893729739386744,4.744152355056739,0.8593587243356793,0.2420027908286789,-0.0670230703978149,-0.5938349008713723,T_cells
+3418,1.0569465625,0.490235234375,2.863949431013224,1.7536073987021146,4.277355600538114,4.3126004356884495,-0.5223128193427267,0.6078858652393164,1.7935997524802532,Monocytes
+3419,0.854187109375,0.14649041015625,1.4289629922408704,4.758855901491837,5.346401529942217,0.5481080532577017,0.6328186364891826,0.127695803221738,1.342992665240956,T_cells
+3420,1.72929703125,0.486703671875,3.9164695804127976,1.265890690908514,5.125614375706942,5.605984150954111,0.4101432330437167,0.9057682129388348,3.7457567398821534,Monocytes
+3421,2.3196784375,0.53504515625,3.4030527180303247,4.557552672500188,5.788416367724892,5.423376813307224,0.1543770726729268,-0.3751098480942587,3.551396499847236,Monocytes
+3422,0.82956859375,0.10028390625,0.9214476736798208,7.045915908055586,5.180660391410795,0.2054015202051913,0.0807343855348871,-0.1175199720894965,2.2958693916132544,T_cells
+3423,1.056254921875,0.10378548828125,1.2531564685558594,4.824137379696908,5.2540529064613,0.6064754947163978,-0.3927781114599494,0.2616797406907102,-0.3153223111375738,T_cells
+3424,0.783892421875,0.1341403515625,4.319803451504876,0.4344280414046876,5.156164759331833,1.588308266306595,-0.2139832522611015,4.74646234639752,-0.7455989779457586,B_cells
+3425,0.91719,0.120895537109375,6.164002951673044,-1.731571261308543,4.984478105281887,0.1692930465586531,-0.2849251013876291,5.406644401259173,2.0117288563956595,B_cells
+3426,0.703573203125,0.134126552734375,4.382315022489085,1.3964335873785645,5.171942004397423,0.8928520180150268,-0.9368090416452708,6.043149435657722,0.9510993426606008,B_cells
+3427,0.977199375,0.1352709375,-0.3919071873708953,4.471631094982604,5.441448162540538,0.6470785975514954,-0.0753313378958422,0.1593273048812213,-0.0842436017082099,T_cells
+3428,0.78739359375,0.7333721875,2.2845793474804275,1.3920865097049802,3.838957721452352,4.784625597064195,-0.1747125556284472,0.848403140818741,2.835231115577113,Monocytes
+3429,1.074425625,0.108783720703125,1.48715603483908,5.308955202931932,5.730372150055923,0.5445136056018097,-0.5114639740811514,0.2246513736516524,1.2557358757946482,T_cells
+3430,0.6465698046875,0.099267939453125,4.93778442233879,0.8305077092354107,4.722466743705896,0.5844626667212879,0.1093409666868205,5.311461888485488,0.5740303231663599,B_cells
+3431,0.81450234375,0.11068484375,0.9492891722018292,4.233492424691296,4.998881286953371,0.134705685611047,0.3427638178443608,-0.0899255053459319,-0.0163268639465709,T_cells
+3432,1.263300234375,0.200174921875,4.531242205430627,0.3264068679881794,5.004565548506818,1.1962951474977763,0.5927135784058072,4.097943906349622,0.0655453448559177,B_cells
+3433,1.106393515625,0.13369146484375,1.7348191159871773,0.8240538012252515,3.6885670545326095,0.583996367211252,4.245599377230215,-0.3167597991507273,0.489979089534332,Other cells
+3434,0.75147453125,0.096724716796875,-0.8795283486316554,5.20276764202724,5.622678220225717,0.5680036101505619,-0.1354362557555058,0.0532001783277716,0.2819795823878589,T_cells
+3435,1.068089609375,0.10527494140625,1.4297524126947596,5.051736399579319,5.780690471701434,1.078795873690506,-0.3093800439964712,-0.3564104288348665,0.965711927329651,T_cells
+3436,0.76031671875,0.19567490234375,0.565742151032295,4.316053171505225,5.520281015517423,0.9122928606768058,4.502850693408417,1.2623230648295685,1.033172787862012,Other cells
+3437,1.05291640625,0.152409794921875,1.105744054571347,4.500614262609036,5.03065228454509,0.7624742489341744,1.6402183398472685,0.0853652513937264,-0.3556232686780567,T_cells
+3438,1.39763671875,0.169977109375,5.531077813085565,2.7838085105513537,5.440837225241202,0.5061627367096571,-0.4961277137889427,6.405491445996479,-2.29314936076696,B_cells
+3439,1.0711821875,0.11188744140625,-0.7587338002273023,4.4168890429029934,4.684522315295162,0.486376791784444,0.1648299763550805,0.3652620940461889,-0.0633231946526415,T_cells
+3440,0.825485546875,0.1302823046875,1.147327743532906,4.547198687613127,5.117866494750344,1.5335507597174804,2.386281183340388,0.0695646585175965,-0.3217939518864754,Other cells
+3441,0.723760546875,0.133581064453125,4.617659245004663,1.778732478697645,4.788154760933295,0.551869639564262,-0.3531624003347792,5.615581751439566,1.442241112226518,B_cells
+3442,0.75465671875,0.111810634765625,1.1402645902483697,4.492246178536482,4.972236381121698,0.8904154807907028,-0.4129697076187406,0.0871668817371126,-1.3359840507556235,T_cells
+3443,0.8366809375,0.09020103515625,4.82277324955125,2.333881537360119,4.859481198932164,0.114557744058996,0.2994302748548494,5.533075408606696,0.7855854970553403,B_cells
+3444,1.23659640625,0.141310947265625,-1.0123024550578037,4.498240070072629,5.052740196637544,0.5065088700306595,4.100796677396121,-0.6059910566349556,1.8533237314407864,Other cells
+3445,0.927851953125,0.09765486328125,1.6664406206927924,2.648805968600497,5.287708166876294,0.5253189016021386,0.2673759621599578,-0.2483385605937276,0.0536655011632866,T_cells
+3446,1.14009046875,0.146129150390625,2.0717066054888265,5.195939968358322,5.321699857464648,1.0885195751463543,0.2534318837020218,0.0500925394368861,1.0691240687780388,T_cells
+3447,0.888766484375,0.120113603515625,-0.8860922319342109,4.587012917164964,5.346058367944113,0.6547843520959573,-0.324261324296737,0.6219005919049162,0.3087902649721789,T_cells
+3448,0.996745,0.132930546875,0.1836955840099848,4.841945350282637,5.502184392340232,0.5757432304908539,-0.1901841187245561,0.0553693455292539,0.0931891303713292,T_cells
+3449,0.8273878125,0.162685302734375,0.4953202905894126,0.3369621669256138,3.7758718132098776,0.5288560695363134,4.379491105258143,-0.128996838932779,1.765543381882188,Other cells
+3450,0.864738203125,0.099885439453125,4.76007590570775,0.9861348861539966,4.408459471837099,1.0221904610711534,-0.2162499642740232,5.452137761875584,0.9310098740684618,B_cells
+3451,0.7018771875,0.1282017578125,1.5731473678745,4.617052875867046,5.495679283779281,0.7325908785586175,-0.0667838214650313,0.4047612794776256,0.619189927611751,T_cells
+3452,0.731585234375,0.123501171875,1.6210793266215984,5.486204058047967,5.619315783514482,0.3604826914937559,-0.1357847128066747,0.9270785858210524,0.5693223171283783,T_cells
+3453,0.92693390625,0.13491328125,-0.9946052576949632,5.175529771481438,5.788344712357304,0.4156170433231272,0.2523158702967787,-0.1266901561020343,0.2090374532910403,T_cells
+3454,1.3575315625,0.30398376953125,4.730545868568989,2.35319933680594,5.13734378860613,5.416394826843905,-0.0758363669670851,0.5826601947366883,4.58710077839847,Monocytes
+3455,0.4026748046875,0.526393515625,3.076245351271758,0.8554485158703742,4.765959790347675,5.310098411268221,1.1902010467341864,-1.1654667658776352,4.362814393655024,Monocytes
+3456,1.243100625,0.120741318359375,1.4771072470657507,5.086029916317496,5.492091059513419,2.0198304835076906,0.4230347995650131,0.5035558117961949,0.2710882201363128,T_cells
+3457,1.132475859375,0.143083037109375,0.9058440623327748,5.025384485921491,5.630203575819459,0.6845095927076853,-0.0459638808483061,-0.3416653130273288,-0.0521247994219857,T_cells
+3458,0.7075653125,0.119887373046875,0.6307815004930936,4.483070342250735,5.431035996197568,0.3945718520827788,-0.2910099555672095,-0.3677376244048814,0.9045579396959847,T_cells
+3459,2.0711353125,0.3694691015625,-0.900783567922245,6.22812474001589,5.842009633139038,1.5739393938091004,4.614471327256435,-0.0888774620588735,1.6543004934400756,Other cells
+3460,1.04930265625,0.10460703125,1.6816624011501211,4.545801097772141,5.404620866923501,0.1102563474811303,-0.1899535349646897,0.0445755675444331,-0.6405696047464091,T_cells
+3461,0.6372405859375,0.17696529296875,0.0716288165453253,-0.3013930239532026,4.426019725950239,0.4857262283707426,2.490205195304366,0.6504537575303099,-0.6353167152539969,Other cells
+3462,0.706665234375,0.10351125,4.295037379361476,-0.9744392751926568,5.3166720379094805,-0.3555389804458769,-0.3401668442712553,5.436698642655557,-0.5398065475664038,B_cells
+3463,0.940853671875,0.1289626953125,2.247925973769992,3.8082696253058654,5.193840889282337,0.4916480998627831,0.5305761440651681,0.8937957019410261,-0.4665291262497518,T_cells
+3464,0.79884125,0.18379443359375,-0.7016634100340112,5.066608164626527,5.003135513613971,0.9482399523931068,0.7686667638149179,0.5761669792409654,-0.13717495978525,T_cells
+3465,0.704958984375,0.138504873046875,0.4288801516677557,5.146873640500538,5.808483560400161,0.6523871841277123,-0.4034646129845803,-0.0802405070951565,-1.1214470097648042,T_cells
+3466,0.899596484375,0.14242953125,0.8958850297108736,0.4130414248919259,4.860498518596625,0.4197136691708998,3.894148635996048,0.7619955634628836,-1.233711681042709,Other cells
+3467,1.2655825,0.12224576171875,1.6868950603029007,5.481883562677667,5.64804173078923,1.6459270378360114,-0.0341640820489701,0.0444524290747047,0.1460554159619575,T_cells
+3468,0.96850421875,0.11576708984375,0.7089702808325329,4.739610877251117,5.236379859077547,0.7945408163425725,0.1735008869957329,0.503268929740187,0.5625976184855921,T_cells
+3469,0.980549921875,0.1496001171875,0.7201735964807355,4.334931195745067,5.39552052786254,0.4941790620190333,0.1917447623675781,-0.2994666438930775,0.1127154177297393,T_cells
+3470,0.666707578125,0.12431791015625,0.3767827923037286,3.941584722039386,5.162538032281689,0.1875479770208899,-0.1728983914719513,0.3415783578428065,-0.4398211095579719,T_cells
+3471,1.01330046875,0.28441560546875,3.0681047530819634,0.3100993765084617,5.246313266777587,4.088006249740508,-0.0574505573435698,0.4824866700748336,4.778220774309251,Monocytes
+3472,0.835916015625,0.12989224609375,-0.1805215854686935,4.900232465001389,5.733256548222277,1.524415868414322,-0.2963456589736867,-0.2408409424488557,0.1857539938057814,T_cells
+3473,0.892651640625,0.0791297802734375,0.6119625472021956,5.137677977475151,5.20342548640955,1.113896050187795,-0.2464327746772213,-0.2629065902143702,-0.6733250660094794,T_cells
+3474,1.021878984375,0.130770791015625,1.174927109717466,4.652928506673479,5.492425452076709,0.4567685340882244,-0.2620186688565447,-0.7258841868258985,0.8998834162249925,T_cells
+3475,0.913381640625,0.113474111328125,-0.6903560592920734,4.0319422003326695,5.5441653589814,0.7222569635085978,0.3822794320537682,-0.0185105175923701,-0.3535113048810277,T_cells
+3476,0.5805003125,0.199773359375,4.510621183480321,1.3415657058675416,5.365163919284925,0.668039957856414,0.3755313433029854,5.430606532529146,0.8354280280010865,B_cells
+3477,0.906087578125,0.156760517578125,3.4901141665774915,4.647810479730212,5.204702240880038,1.446494105935696,-0.1203749533318344,-0.8573754481095515,1.5009356727184209,T_cells
+3478,0.672369765625,0.156521669921875,0.4937945706450704,4.394521732372278,5.210139408983436,1.2445801540344383,0.3424236576435659,-0.3990929144114929,0.4259908588623169,T_cells
+3479,0.677299296875,0.120926142578125,0.9601848552849714,5.121284835413791,5.594131132151249,0.4106023151528865,-0.0693363022288156,1.2270568279068224,0.167562555463113,T_cells
+3480,0.754930546875,0.0953348828125,1.6663705625030518,5.065191839328256,5.213884572836802,0.6958310864588702,0.2894736632044923,-0.3774315440685967,-0.1744410852226825,T_cells
+3481,0.31079580078125,0.10278392578125,-1.2094346316563145,5.772294071991075,5.273460620972151,1.5155849620796042,0.2688232249387813,-0.2136573630317839,1.118225374717409,T_cells
+3482,0.674661484375,0.172376328125,1.2809728697076437,4.986265748883878,5.0522030002449085,1.085195148143052,-0.3187338198061678,-0.4093307861313358,1.300839410282412,T_cells
+3483,0.88113515625,0.08537142578125,-0.0851519535310659,4.566668612479475,5.354524844037737,0.3788595039055843,-0.4695716744022714,1.570938481126731,-0.5085303238240698,T_cells
+3484,0.685764765625,0.1339201171875,-0.1699778193275456,4.320061616144804,5.18446246938137,-0.0160606277869119,-0.3609912383427942,0.2999659363875971,0.799919400295827,T_cells
+3485,0.90891265625,0.19801783203125,-0.1924662869195931,4.219434077842144,5.383880379843113,1.151426122068815,4.16078357047519,-0.0644989993378967,-0.2949141430200975,Other cells
+3486,1.58897453125,0.273056796875,5.25190628729491,1.5954314794444389,5.8036300745026415,1.2657134566898565,-0.9510034668380036,6.244659192033561,2.2868760595333715,B_cells
+3487,0.93132546875,0.121050966796875,-0.5634519919527715,4.736391241464015,5.503470039709218,0.1754913127024144,0.057128759855457,0.4786282915065519,-0.387219201960175,T_cells
+3488,1.131573828125,0.14749078125,1.1695844197282304,4.5188568154391895,5.214018536092713,0.8071050608650168,0.6313262364463725,0.6685680796592058,0.5988375233434439,T_cells
+3489,0.80780953125,0.10120505859375,0.0115902119004777,4.895929333989594,5.35606673177997,0.0834811731949777,-0.2893440366693821,-0.0766373435575537,-0.6748609500286494,T_cells
+3490,0.693306796875,0.10624169921875,5.7784308874725845,1.162498029929417,4.97133821792329,0.234357431946589,0.2541172538226623,5.771434748127612,1.907196427246868,B_cells
+3491,0.89843,0.107998798828125,1.5404640648195242,5.129147575187987,5.613111778101157,0.626516621902945,-0.1985350876345571,0.2633805264023099,-1.5084446971460723,T_cells
+3492,1.1897490625,0.142007060546875,-0.9552944070833272,4.505227810869456,5.466717675306926,0.4364595938692748,-0.4998388464028123,0.3095698210706893,0.1368611288438859,T_cells
+3493,0.79335921875,0.159547978515625,0.8193792786036247,4.026678044058597,5.155958084232416,0.4311639179627029,3.8555709696078937,-0.4824859751172278,1.3073184207913862,Other cells
+3494,1.1809353125,0.331398359375,5.346336016983343,2.049115163647053,5.537927679723451,4.823196859082467,-0.5724847870378829,0.3558383385679675,4.615941955821959,Monocytes
+3495,1.0156134375,0.28147126953125,4.220148130196335,1.106508914341541,5.005898292195793,2.224809718195083,-0.5572152695901319,0.2705437727592983,4.878039138573471,Monocytes
+3496,1.6904665625,0.2019317578125,5.481231014093413,1.818165417901852,5.642410275343913,1.3118955401910146,-0.939611766153298,6.543190020604237,2.1237294043870487,B_cells
+3497,0.941886953125,0.129136123046875,1.0295438342947694,4.6776280640135965,5.792107588924109,0.8268246603895282,-0.0692316748409599,-0.0365472316664709,-1.3392348530764595,T_cells
+3498,0.73940625,0.090684111328125,1.3022405550773086,4.6330575889173256,4.946285254438462,0.3271934612658801,0.3678635071292689,-0.3015018829229213,0.3164988947774879,T_cells
+3499,0.60082515625,0.13147470703125,5.015894821071376,1.5117675435387798,5.128580929664024,0.2363237711275497,0.3450902377554729,6.325508389211917,-1.564633889644854,B_cells
+3500,0.782096640625,0.152238759765625,1.2301003854738914,4.867837893903296,5.814709906499776,0.0394205013772502,0.1051605806514175,0.3482160350353607,-0.8255374625656977,T_cells
+3501,0.789510546875,0.08209607421875,5.040663207889927,0.6028543524349054,5.065944019545891,0.093631359396458,-0.2758840281033365,5.771579652901937,-1.7687115874958166,B_cells
+3502,0.877361328125,0.125913583984375,0.7101701405101217,7.245053263395211,5.563188605803446,0.6039710454891062,-0.3553146451425751,0.5550553341470265,1.437294685407833,T_cells
+3503,1.53939734375,0.47569671875,3.077370003016047,-0.4671086217012657,4.604563258980413,5.210577959004386,-0.0088754531513647,0.0343001984312481,3.4156687658524136,Monocytes
+3504,0.75651890625,0.09548970703125,0.7676676242498552,4.234753343670658,5.3159517584702,1.31513669502586,-0.2436230832808499,0.6631113180269181,0.5106099288122399,T_cells
+3505,0.969839375,0.127328623046875,0.548994114475103,5.244827920246658,5.706669743087459,0.1494424814214177,-0.3448460196141976,0.2284792382561695,-0.5649132718339037,T_cells
+3506,1.093161875,0.14711451171875,-0.6022007181320068,4.434419071297254,5.536715852220224,1.144694565701035,-0.1365969797170991,0.4000397742582243,0.1075264756431021,T_cells
+3507,0.937016796875,0.454614921875,3.024003392476623,1.63157464254537,5.057571877550054,5.386729774081432,-0.0156131834820419,-0.2516718230386021,3.904891869862388,Monocytes
+3508,0.714595390625,0.08128474609375,0.1196836280611517,5.217361800007385,5.241078851268956,0.93876244872465,-0.1838749095885561,-0.344435022170321,0.8236614551381922,T_cells
+3509,0.985019765625,0.18796931640625,-0.3911938015404981,4.135189904406141,5.523401133506695,0.5753239493958168,-0.0045366689924621,0.7257237240233692,-0.0074166712610502,T_cells
+3510,0.7175715625,0.122745048828125,5.63103519480762,0.2256742353023166,5.5290792064856085,0.7159306986723113,-0.628079652905753,5.31785983915032,2.239701571266633,B_cells
+3511,0.845442734375,0.122398193359375,-0.8587005492243686,4.02463948936192,5.343385309272909,0.7994553287395536,-0.2091084903479529,0.2676946889520286,-1.108718755327024,T_cells
+3512,0.81606265625,0.122074130859375,3.6184289234338616,1.1033748566007315,5.08249647339765,0.2603701742894759,-0.3673299156756959,5.991678008953481,1.3265254988594668,B_cells
+3513,0.9799675,0.10159873046875,-0.5015787713465386,4.690987386871843,5.595737471507824,0.4052190828420375,-0.1660635491474165,0.4191757268910209,-0.8505338207677231,T_cells
+3514,0.7867759375,0.099560185546875,4.553491899198029,1.343684389557776,4.801735317655441,0.176154288423427,-0.0944951567165615,5.267599056411132,0.6239772875233333,B_cells
+3515,0.969002421875,0.407062109375,3.576964472934065,1.797275397308662,5.058945391972029,5.203706696946926,0.6250055236826607,1.189822155222101,3.758593288920893,Monocytes
+3516,1.00902390625,0.13068498046875,0.9235419519303342,4.1802876166836125,5.355029839815356,1.0769582568331817,-0.3359792832077062,-0.0651748863670555,0.3649481842849518,T_cells
+3517,0.956284765625,0.1391541796875,-0.4989192567895186,4.535458549680013,5.272173994548597,0.1037732572552457,-0.5630785467317703,0.0226543842251655,-0.3933651953937397,T_cells
+3518,0.72904578125,0.17134595703125,1.810293996820893,4.5535433143704935,5.53461080738883,0.6499921787590194,1.6132833822675725,-0.0723224197688408,0.3931109076686028,T_cells
+3519,0.820756015625,0.141777822265625,1.001155059691211,4.798928003281839,5.7706069953733845,0.6337334931207301,-0.0843382244366725,-0.1835813245625251,-0.0788875790987496,T_cells
+3520,1.2579328125,0.112097470703125,0.5187856020241413,5.073148431230431,3.8326096200317528,0.4750435493638371,-0.1407653547872623,-0.3438959712780349,-0.0516265868066562,T_cells
+3521,0.951996796875,0.112843994140625,4.338355678117352,0.4108094222800734,4.908681150255033,0.3292477345435175,0.5355816448141867,5.290343137495143,1.6956396234757851,B_cells
+3522,1.460950625,0.3530987109375,3.9501619513554416,1.744702563323904,5.3524880564113255,4.6332724859564935,0.1891040798247931,0.7778884569749392,4.762591426755392,Monocytes
+3523,0.714723515625,0.14699869140625,5.5418743891007125,-1.7287903091423886,5.102676971285853,0.1513931108385861,0.5819545559950307,5.206576093017604,2.201374568151321,B_cells
+3524,1.02873734375,0.10060556640625,1.309788626318943,5.45458702791854,5.217393395822029,0.3498719397722579,0.2907405099604595,-0.0833163349536372,0.2082889669468576,T_cells
+3525,0.752433046875,0.09550111328125,5.991447650507752,2.048389250036046,4.585007459588296,0.4001031902267771,0.1507667972790805,4.927298179753143,1.768036355278943,B_cells
+3526,0.6239103515625,0.5756125,3.59228115569032,1.6672638579005796,4.835713448624372,5.4478985848880574,-0.2196832537935831,0.2542948372560508,3.2128890859197345,Monocytes
+3527,1.66610265625,0.3952914453125,3.6974399048770894,1.976045896398744,4.686727008088695,5.455473433926206,0.5759605773430202,0.5818596082838532,3.255816966670921,Monocytes
+3528,0.70401796875,0.16983728515625,5.073759161987563,-0.4202603295344086,5.429280159870223,1.0352256528113486,0.3510291276868594,5.529249191806453,2.257703899914381,B_cells
+3529,1.025326328125,0.0421672265625,0.8040654828796651,4.614644202833848,4.715023315037692,0.6104111491722812,0.2624279911401814,0.3132672182264775,-0.7508495686176768,T_cells
+3530,1.143148828125,0.127506845703125,1.2895192544039773,4.1370652748252,5.214602466324767,0.3444254541374379,0.1842609348465972,0.0377791081238815,-0.4239112960305961,T_cells
+3531,0.863356875,0.101664140625,0.3190162908800505,4.670981597029759,5.461317936782267,0.4299842801302144,-0.2068325748447131,-0.3362475778683841,-0.3833526240246048,T_cells
+3532,0.747131171875,0.0919833203125,5.2476807270767365,-0.7448896429602443,5.042922499428059,0.8222609163879766,-0.884682870388672,5.755208499351985,0.8785202356020294,B_cells
+3533,1.302858671875,0.152557421875,0.4181355663807153,4.707945959811049,5.69339706372003,0.377056487427747,0.1711811953271086,-0.1368003392234767,0.4014424057223918,T_cells
+3534,0.689874453125,0.094462939453125,0.9269045457719368,5.3018088623638,5.378516217910399,0.406561250932593,0.3131364975787346,-0.3849794865307288,-0.7414960773818637,T_cells
+3535,0.9091896875,0.0615318505859375,0.6040059886668186,5.114340768675569,5.002477501910826,0.7469675538363117,0.4638279480685187,0.2211841929330636,-1.2075258660208543,T_cells
+3536,0.81537875,0.11940849609375,-0.394648721965741,4.739577723235046,5.444951990946636,0.723292685354269,-0.2201033622121347,-0.4816860033145466,0.1244111017711669,T_cells
+3537,1.293199765625,0.4160204296875,2.9659606687053426,0.9500015088552134,4.6300833246268684,5.103891238118141,0.3910576148737038,0.1954715420032421,3.074621104915693,Monocytes
+3538,1.38170765625,0.21429736328125,5.354873913734162,1.7217961779629438,4.989173625032912,2.0928751793880287,0.7740992537300224,5.2949074765065385,1.7437528075284157,B_cells
+3539,0.834682265625,0.08678345703125,0.4331622755050754,4.702458900296169,5.200735598931309,1.2101815008234895,0.4406655767606131,-0.6608047389686657,0.4849255850149694,T_cells
+3540,1.019795703125,0.08094208984375,0.9476598445932484,3.82549272248581,5.127041674302985,0.4378562318737156,-0.0287188397006576,0.1107202038544299,0.8922396844685816,T_cells
+3541,0.773912109375,0.095921787109375,5.057462398791643,-1.282904397680532,4.702405886531842,0.0885932549292087,-0.0592703255532723,6.30633925460736,2.284876554787977,B_cells
+3542,0.815039765625,0.129342548828125,0.3007297532412377,4.828344713814077,5.51698939205057,1.468425781808524,0.5302522379514518,0.4218027106045703,-0.6093288810476755,T_cells
+3543,1.13442640625,0.15065029296875,0.996634064115396,5.143874964218339,5.42088739752496,0.5910273769236506,-0.1299327576053425,0.2265327342939871,-0.8034504545479828,T_cells
+3544,0.84573078125,0.065752353515625,0.2702307985262927,4.79705199629327,4.755789297180683,0.3385732896762161,-0.3488274995402664,0.1891216851479771,-0.6743917686260131,T_cells
+3545,0.81839765625,0.138881142578125,0.0933663159779601,4.372355378524384,5.439235968768403,1.0953582151257275,-0.1535007459441256,0.1132071638870528,0.2788152100172086,T_cells
+3546,1.020495625,0.140698837890625,1.36756745926566,3.773079947102631,5.524652764234181,0.0487181099787652,-0.2304456721934245,-0.097950889212052,-0.5663772455425835,T_cells
+3547,0.944891953125,0.101215263671875,1.5091605473036689,5.012911480336852,5.616008765636788,0.569698504419516,0.0861666102857939,-0.2880277641982648,-0.4742835055855523,T_cells
+3548,0.5907278125,0.16158171875,3.971136980287149,-1.3990136223267453,4.881096213168778,1.655686680402761,0.6026483602593586,5.579601533308632,1.7374845449836038,B_cells
+3549,0.707563203125,0.142809990234375,-0.3131456042580963,4.926133777060123,5.253845991646154,0.6741525903491337,-0.130431774548104,0.3581503514136001,0.6658870480663398,T_cells
+3550,0.919790390625,0.12463416015625,6.466232846211457,1.9236835912087809,5.126388204080022,0.5533843654374866,-0.1006331149948766,6.324789277731435,2.4626213909550136,B_cells
+3551,1.246873359375,0.3033930859375,2.732734647071696,1.014661308840345,4.133163938691386,2.6690671417030547,0.1373281519463908,4.302835475858925,1.0793307342591874,B_cells
+3552,0.83995875,0.1201130078125,5.011874577747019,0.403481453911701,4.780524708764995,-0.2009693956522993,-0.795904474855219,5.302283013637419,1.6555184582509554,B_cells
+3553,0.7861671875,0.106583759765625,-0.5732656824928754,5.576478448571334,5.334043640148066,0.2085865504493317,0.0932704059753825,0.3856042018918175,-1.1100260943430331,T_cells
+3554,0.8138834375,0.106043671875,4.956737815156126,0.978037940194156,4.465171168780056,0.4462632680385723,-0.7014441883158963,5.425741153532957,1.4725013414312145,B_cells
+3555,1.7767575,0.246975703125,4.355137491087155,0.4060265532337508,4.788944277809051,1.9142281769193656,0.2212406675782014,6.008815492120057,0.2379712583059191,B_cells
+3556,1.035277421875,0.11610375,1.1712437796141624,4.40266115084743,5.425231664430327,0.9493323941977692,0.339461718301188,0.0612446890780577,-1.3102459074651287,T_cells
+3557,1.1705928125,0.52183234375,5.274435044518017,2.4381602122512644,4.949386284383157,5.480641063495213,0.0218122889484942,0.1015308065509556,4.548788682706699,Monocytes
+3558,0.5851384375,0.151114169921875,4.501595225031824,1.4005726736624056,4.663791014046081,0.8140266911228269,0.6569336563169029,5.574158770011383,1.0693278169872955,B_cells
+3559,0.93325328125,0.111978056640625,4.39168391666022,0.5702547685789203,5.188145947449798,0.4113168922924944,-0.1295075304708064,5.476429579535413,-0.1103231103162078,B_cells
+3560,1.196563984375,0.29189478515625,4.529478158679278,0.984327907255061,5.383701214613298,4.079142780079815,0.3283844327808785,0.4207175000010084,5.11370401607837,Monocytes
+3561,0.794134609375,0.119232060546875,0.0907823149512715,4.14850281961557,5.095615558928143,0.3252732481482142,-0.0951662227920389,-0.0457578775917053,-0.1912272543367464,T_cells
+3562,1.170992265625,0.123987255859375,0.6084877241066402,4.61952865150838,5.40952562311096,1.7161767789070723,0.3581242322887749,-0.4198662425409861,-0.2475404595204077,T_cells
+3563,0.7768078125,0.131416494140625,4.442723456870447,-0.3044765011786636,4.734085809449257,0.3897687033534151,0.1520729433096249,5.862006885180149,6.840864210134294,B_cells
+3564,0.773794921875,0.195788671875,-0.4374070703856212,4.041215328524362,5.308299356313744,1.0510753836268596,-0.2010989224775519,0.2309851769692953,1.3281273428068758,T_cells
+3565,0.8336146875,0.172571953125,0.2054107460977394,4.45007850170795,5.362171041161098,0.8546989493608971,-0.3358664440418603,0.1160571896038868,-0.706724318876996,T_cells
+3566,2.34064484375,0.4322660546875,4.142517462293975,-1.8373342449543189,5.768996917747208,4.295116440280193,-0.4975144300698085,1.384086402440408,5.173601759419515,Monocytes
+3567,1.072295390625,0.148804990234375,0.4036047052669438,4.899613054662237,5.6136748282739495,0.8676170444823788,-0.0581507619989063,-0.1077085489798278,-0.7063249092510524,T_cells
+3568,0.802267578125,0.1444884765625,5.576819910375244,-0.3981871661224274,5.048434769444427,0.7021887421269741,-0.0661215829744936,5.705004521360759,-1.0181007828570423,B_cells
+3569,0.92281640625,0.1095014453125,4.531461253865071,0.5885780618646587,4.820461407774965,0.794894638368669,-0.0070237896616367,5.5236650959712295,-0.9050142989270078,B_cells
+3570,1.073195,0.419300078125,3.419584894884653,-0.2899177056907933,4.4438653950226366,5.143207772581082,3.5009006931731887,-0.2220989010574092,2.949579519305109,Monocytes
+3571,1.35777609375,0.12981302734375,1.4652544592826156,4.19887928346583,5.10438795915179,0.8972846076820775,-0.363340411491943,0.1640588213439622,-0.8268855902765329,T_cells
+3572,1.2640671875,0.10091041015625,0.9350906682284696,4.2263101583118825,5.171112891270199,1.9957104623639192,-0.1744536770937594,0.4599696966863688,-1.089525447488766,T_cells
+3573,1.098103359375,0.47684375,2.8342740992239603,0.5983728257333808,4.431571478421425,4.877052421379436,-0.6423062690862135,1.034445183010242,3.0214304388911715,Monocytes
+3574,0.987854609375,0.30509212890625,3.1746153528224546,0.2097776250464711,4.199614922878623,4.703255015899615,3.8490537792661472,-0.4836059852395334,2.484212830211596,Monocytes
+3575,0.985809765625,0.132412060546875,-0.1732597777630885,4.860098791484669,5.161132606408429,0.2885528463283858,-0.4925037009545949,0.2352648790435628,-0.32096729206811,T_cells
+3576,1.2088865625,0.4562490234375,3.5531258691587104,1.074570895445594,4.953911520253759,5.226556248416038,-0.1816367271498382,1.185239713676174,3.848938902744976,Monocytes
+3577,0.9783546875,0.11326287109375,-0.1534393009171492,4.700348686053082,5.1973351080377554,0.8210050095160929,-0.3447955116048388,1.1867355380185003,-1.3067255470222396,T_cells
+3578,0.8064790625,0.14066583984375,1.8510207166861563,4.550414685815224,5.711306713892203,0.5275564433666055,-0.1116730474123033,-0.2528319646974148,0.260652747278283,T_cells
+3579,0.72588234375,0.163604052734375,0.9292684403244884,4.931871689155395,5.305591383182815,0.8297120570136566,-0.4741768540009697,0.4128758287179547,1.6027008443453414,T_cells
+3580,0.815111171875,0.10305396484375,5.61798580014965,-0.9218939279401396,4.61621926571652,0.2446873495895657,-0.628816168441403,5.135489942023103,0.1394687337093803,B_cells
+3581,1.615880625,0.371295078125,4.377895490992439,0.6137347055521221,4.823551105791272,5.2380632972966925,0.0197411654545805,-0.2338131107218531,4.023383702301462,Monocytes
+3582,0.6932546875,0.1207929296875,4.434405989009969,0.6274590996654734,5.091911700532169,0.2022496259747692,-0.1178554144146862,5.891888442871857,-1.6086113403662596,B_cells
+3583,0.793964921875,0.18902068359375,1.0887154073935976,4.957206421758821,5.146136654595145,0.9143856272523304,0.0292717641730277,0.2735464317978942,0.1106010696749814,T_cells
+3584,1.74117203125,0.2120706640625,4.7117970825586,1.1551424868271507,5.423913017529488,1.3284099063080346,0.3329581262590813,6.615279073911198,1.4468579778034516,B_cells
+3585,1.67472140625,0.6020848046875,3.9538818392003336,0.7987902082365473,4.753860401353201,5.376151378216924,0.8456129920766149,0.4661081419603178,2.9000249435149588,Monocytes
+3586,1.0260653125,0.131010830078125,0.6542605280988177,4.222846610786822,5.2542563952568,0.6818613466756175,0.2999154272673383,-0.0742938096036572,0.6069729114932719,T_cells
+3587,1.215890390625,0.106698974609375,4.076731275655767,4.461353194655554,4.821110772956227,1.658753354790411,0.1626932668525167,-0.1448130599461621,1.3780942841395791,T_cells
+3588,0.7180065625,0.120649501953125,1.056244562274634,5.230067347907159,5.447921874222655,0.6882623195572818,-0.082236524031657,-0.0974219468261721,1.0224895738458235,T_cells
+3589,0.873836484375,0.104059140625,5.2303022117813045,-0.4472029187533006,5.0468549901624575,0.6208991323067904,-0.3267453154615617,5.7675138730021045,2.120004988511287,B_cells
+3590,0.94142796875,0.136664365234375,2.918398363034572,4.256766105644593,5.562507679013746,0.9308401224737805,-0.0028365331965415,0.2581881642453222,1.1693154060122977,T_cells
+3591,1.027280078125,0.088847802734375,0.3510887370355571,4.943693261071281,4.971240281330446,0.6932103003854999,-0.0387323680370576,0.5990152377830473,1.2526301908658115,T_cells
+3592,0.89462578125,0.11409701171875,0.9221419286425117,5.383050712267743,5.570181697737797,0.6282265331705561,-0.3011553665529913,0.3017414030826738,-1.0078222845265028,T_cells
+3593,0.912623828125,0.12035125,-0.8564995361388749,4.4520828559844094,5.53298005479488,0.0898519095376504,-0.260995715570427,1.378008486085263,-1.2176734592859093,T_cells
+3594,0.991874296875,0.126657109375,-0.1969707090153619,3.597334145552754,5.210407373150893,0.5986806649279213,-0.5087728462277037,0.5548205422756851,-1.0633628156150632,T_cells
+3595,0.665232109375,0.15927373046875,-0.038800226770835,5.186453988106733,5.472955577533465,1.0779794518340349,0.1041943720635909,0.3945493611576183,1.3134305780525717,T_cells
+3596,0.90181078125,0.1251778515625,4.108456747756822,4.189386374721513,5.310210423234442,1.186477650890558,0.1224570906213216,-0.5500825049616519,0.9197134241908558,T_cells
+3597,1.12380828125,0.112553544921875,1.5607737479178845,4.487655300295467,5.367091791804266,0.5109787848304925,0.2338546394160809,0.3884584944246643,1.1301408392646224,T_cells
+3598,1.51448421875,0.414267734375,3.6968207213930393,0.876755990132364,5.022130258871468,5.19356061525872,-0.4397857887795847,0.3470811180796362,4.100206901374272,Monocytes
+3599,0.642444765625,0.13716484375,1.6689703468539896,4.215971199187343,5.035353401860776,0.1498302431708559,3.901563212057683,-0.219906253949874,0.2539534614379581,Other cells
+3600,0.96768109375,0.1228242578125,3.538584889616908,4.096287068352398,5.514172985511814,-0.0608184306259875,0.052504623788662,0.283428761077207,0.65588808882713,T_cells
+3601,0.830103671875,0.16451201171875,0.6719265786286256,4.721625316963203,5.477440102041525,0.7806036490505308,-0.0822403714937714,0.2837962599937052,-0.6106982386583494,T_cells
+3602,0.6366618359375,0.096235634765625,1.5281884635000318,5.188351571813275,5.378859806725627,0.4075837818408363,-0.5825576419637202,0.6280625602607699,0.0226684561061829,T_cells
+3603,0.835131640625,0.079231201171875,5.627316097478948,-0.5543624737963216,4.994404528336901,0.0880261515964311,-1.105136115782267,5.489583756965692,0.2082432269224606,B_cells
+3604,0.879926484375,0.13223623046875,-0.4041834442731853,-0.2574289648291882,4.9603574502326335,0.5355600027862981,3.273303804371853,-0.5349268147602131,0.0650315025396619,Other cells
+3605,0.97024453125,0.17234091796875,0.9795675325733936,4.633724481283156,5.561007700144788,0.674596896566901,1.4632934057076497,-0.5380025327781668,0.563463303593819,T_cells
+3606,1.188463359375,0.11780203125,1.4694995809739302,5.072334558819535,5.70759631462392,0.2563767300415736,-0.3779962194426015,-0.6111778813969464,-0.4941798627500949,T_cells
+3607,0.975743671875,0.148525947265625,-0.3626190739503481,5.165558341937114,5.816347149972467,1.105345308237791,0.0092044734417155,0.0203433761384248,-1.744705880868159,T_cells
+3608,1.005572109375,0.140378388671875,-0.1113879930971569,4.510073270068999,5.438968102263394,0.9416869520222878,-0.1779690693218548,-0.0364366193081133,0.4088741043805749,T_cells
+3609,0.865594921875,0.1033294140625,1.3231141821472168,5.178218030676985,5.655266109654513,0.7348555882260529,-0.0998772697662278,0.7945530669255457,-0.9190398551293334,T_cells
+3610,0.84667234375,0.098787861328125,5.011526030038968,-1.888043609418772,4.845479836393573,-0.2696032169093291,-0.192134932395156,5.633241450122985,0.7389246557835938,B_cells
+3611,0.95276796875,0.078245234375,4.92944019459576,-0.0940051366231886,4.692402236912335,-0.0032867100317228,0.1193077249308135,5.802173970453104,0.7794317506997746,B_cells
+3612,0.7711071875,0.13713724609375,0.0172338529471169,5.026551057426065,5.491625049419571,1.1375112642579095,-0.1699898494378991,-0.2131357283458559,0.7778904600412748,T_cells
+3613,1.013571484375,0.159934443359375,-0.4552930449249458,4.441026583932744,5.417210194956544,0.6891216020118122,3.817765532048002,-0.3794827814662863,-0.7811037582408715,Other cells
+3614,0.78848328125,0.162004794921875,0.8907104132809007,4.482538268690379,5.609646503387538,0.2795634344727499,-0.4231420233159366,0.982366106452202,-1.2768325606603907,T_cells
+3615,0.6807396875,0.121906708984375,1.0554114095416796,4.248461205507786,5.751222378244639,-0.0166809630722888,-0.0436763143582494,-0.080723158054005,-0.849931559088722,T_cells
+3616,0.876518984375,0.16023869140625,-0.5267093789813088,4.667525525801548,5.554331359534357,0.3373305935359103,-0.481320189329428,0.6417411121957934,-0.4744199193797747,T_cells
+3617,0.982356484375,0.0940320703125,3.8333455589327454,1.2827273388370932,4.901490471058458,0.6892231715043827,0.3227386087561522,5.891278113517577,-1.0322562320427968,B_cells
+3618,0.713615,0.0927496484375,1.649617826864837,5.089919454253415,5.452021280140568,0.6866752342026938,-0.0268606935559575,0.025291808612274,-0.2370616482541924,T_cells
+3619,0.698440078125,0.16488767578125,0.2610993275390299,4.651808269478506,5.842588887367908,1.4671514530310463,0.1666378275321834,0.2814314288715077,0.3769705221674931,T_cells
+3620,0.76305046875,0.152994892578125,1.4202814333326257,4.642390202698385,5.0107268623179655,0.8878259048388126,1.747373985143297,-0.3217392358083318,0.8067314827543118,T_cells
+3621,0.854290390625,0.10443359375,4.151078616055092,0.1564944591813074,4.700472318704312,0.0324258175334686,-0.3277060824931579,5.617376505148924,-0.223466830038286,B_cells
+3622,0.9425159375,0.096195419921875,0.7063854397837701,5.0283393609294444,5.45737769617733,0.5360980888300809,0.1190598603763394,0.653930724379064,-0.5072503771170409,T_cells
+3623,1.13768,0.141498173828125,-0.7917503295161918,4.032687050079267,5.126999096784777,0.6582889265880023,3.110340161152666,-0.2426090396142915,-0.9350014085304684,Other cells
+3624,1.159851015625,0.14452927734375,0.319259862341579,4.893045497771353,5.225938531080266,0.7713317892623204,-0.1669664325911746,0.4133359027641088,0.8945302875543745,T_cells
+3625,1.232511796875,0.1122523046875,-0.5530347643976471,4.927476316349138,5.46848252385926,1.2095487125380129,-0.0320752201858618,-0.5032591510092226,0.9064875366038012,T_cells
+3626,1.36794265625,0.120951943359375,0.1430974012557932,4.397910483429507,5.275758013180051,0.4486356943811622,2.803899069355912,0.2888733275659877,0.0441817743917485,Other cells
+3627,0.670443984375,0.091189990234375,0.9129201370857384,4.620886613042935,5.18310591374658,0.4972125166892079,-0.1687009408800946,-0.6641019404127935,-0.1729848737090108,T_cells
+3628,0.728194140625,0.109601064453125,1.277402693431284,4.946138578125087,5.419461832996168,0.1226243144105646,0.170435576175967,0.3540782224170499,-0.2020838766636137,T_cells
+3629,1.31401109375,0.5298697265625,4.590661962050052,-0.1350333235495418,5.136823744431024,5.46242449995062,0.2506862212297756,-1.0332854760561991,3.3719117033764308,Monocytes
+3630,0.884691640625,0.136084072265625,2.426222435320267,4.582199486346163,5.7181063787648245,0.8918816369355378,0.3450080424729379,0.5282843972913647,0.6959499864844578,T_cells
+3631,1.4984190625,0.31773771484375,5.455157426834307,-1.4864888204873137,5.561890277012058,4.433067781972272,0.4144127586760898,1.4406318474862825,4.927430988764385,Monocytes
+3632,1.006147109375,0.19650021484375,-1.1661222489933545,4.544121048303274,5.245154388147924,0.993535138792612,1.999716668835961,0.4579341098909187,1.5430928344476618,T_cells
+3633,0.84695390625,0.110067939453125,4.960869571927991,1.932100232297096,5.015859759489772,0.1890033246245145,0.1217821818150718,5.767512176550902,2.1113264413396178,B_cells
+3634,0.5613983984375,0.116718837890625,-0.0856782944468776,4.590580520622316,5.382065882778119,1.3324283548721885,-0.2577749478587101,0.0987983359611677,-0.6134981519763824,T_cells
+3635,0.694130625,0.139811298828125,1.8011874411867292,5.049954742542658,5.968552379807177,1.090638377477704,-0.0482695320254083,0.3119743650696892,-0.0108912087199304,T_cells
+3636,1.02180015625,0.10250427734375,0.6330919659826952,4.738569435987713,5.439748527303832,0.8650410197636003,0.2663254154868886,-0.5132167966540307,0.1793689428971266,T_cells
+3637,1.0732190625,0.16952044921875,1.3252217060067015,4.781756793397187,5.603609356563699,1.103866057218785,0.306392092986632,0.1454874169233491,0.8139164287027113,T_cells
+3638,0.79472078125,0.16715484375,0.7739212307950574,-0.1933410292308023,4.919221619185623,0.8439978295070154,3.847405208466658,-0.9609223729772436,-0.0059320307371365,Other cells
+3639,0.7264328125,0.1524698046875,2.025751806303696,4.419526737803303,5.494025990033739,0.5697066545526539,-0.184822463843119,0.390502827320332,-0.2456232024840502,T_cells
+3640,0.9227240625,0.11810328125,3.9124865636850834,1.209800429599616,5.234866678377646,-0.1839122550488127,0.500925111020076,6.1794751799584855,1.027931612380196,B_cells
+3641,1.11007625,0.1504306640625,1.0369597634977568,4.776642055783689,5.626580456407733,0.6834588102119978,0.0811813763777559,0.1201636764867439,-0.5641850622363049,T_cells
+3642,0.97056421875,0.13110865234375,1.0684281692329085,1.393571922012146,4.500075143744508,1.4680046560729445,0.1742990066344863,4.202520357904534,-0.2575501369528126,B_cells
+3643,1.011807265625,0.459854375,4.441081752547401,-0.949435602686322,4.940821041666087,5.131906680649578,0.4761322849755013,0.3703777193622118,3.5068303927520232,Monocytes
+3644,0.92229890625,0.149343291015625,1.5709400742713109,4.979148012215445,5.1333863610084975,0.6495844912795148,2.533404293785678,-0.4847541401596922,0.3417534817613991,Other cells
+3645,0.992831640625,0.125114248046875,1.4873225655858435,5.063636216258633,5.866691699491416,0.4424468566413471,-0.221707400795286,0.2636175442143081,0.4340347685194061,T_cells
+3646,0.75765390625,0.13276671875,5.435719366568504,-1.917386749631732,4.852042591198479,-0.4201263495965705,-0.488129246080193,6.066498039644518,2.0054728066880347,B_cells
+3647,0.70990296875,0.17661421875,0.8830628554033266,4.948115833991615,5.578517067006752,1.510266770136221,0.088007990645142,-0.4800156494385912,1.164997619844891,T_cells
+3648,0.7417075,0.091563251953125,4.574688052625398,-0.3359418554613935,4.613371777298805,0.5876348225871704,-0.3797603697914951,5.441036362259262,1.520076678777733,B_cells
+3649,0.835486796875,0.086284775390625,5.400867079375484,-0.3499455045751795,4.83022720065798,0.2926808677090701,0.2239093255138031,5.21130532943582,1.4112423541114338,B_cells
+3650,0.958883984375,0.1545239453125,-0.284345329865403,4.943942036910993,5.475439894390042,0.6666685026617599,-0.0612919921640043,0.1611029862356042,1.004720301086334,T_cells
+3651,0.6493948828125,0.1007819921875,5.374951425201491,0.9690772494118434,4.991528144640076,0.7836262112844168,0.4950675549348252,6.15328229572626,1.9276891029660488,B_cells
+3652,1.8776775,0.2853228515625,1.9480760008452032,5.171981073683541,6.151752740134314,1.1605203631698218,0.2222351763735737,0.6594512920001802,0.5713477036477628,T_cells
+3653,0.90591671875,0.123612197265625,0.1197735608783203,4.897011670887446,5.374706569920906,1.518879060845887,0.5061525902509305,-0.0211868183704227,-0.4545456238525303,T_cells
+3654,0.60629421875,0.146033134765625,0.5490867865240077,0.3187351834456307,4.560094333357492,0.7725161064642038,2.844779712745269,1.004691005999474,-0.1154951084845801,Other cells
+3655,0.8554159375,0.123617001953125,1.0440856689830775,4.5688107842894645,5.547769677941684,0.4736824945359481,-0.0723385275674591,0.3188958682574933,-1.1524618387653565,T_cells
+3656,0.9094215625,0.122738447265625,0.1313898713666629,5.052406347497969,5.122765241701832,0.8220057288311358,-0.5544068852966247,0.7553205294585194,-1.0653326786214743,T_cells
+3657,1.109265703125,0.15055068359375,3.688855182541965,1.1379532386609248,5.014320008991906,0.8961234359973554,-0.1041752753089238,2.96670779067606,-0.9260413416967216,B_cells
+3658,0.769743984375,0.137025634765625,1.8914359438285195,4.290258777827455,5.421649729479144,0.908148099001318,0.1473405171057505,-0.558245616199179,0.8542250957885279,T_cells
+3659,0.791345546875,0.142637158203125,0.6338343773800683,5.092962913792923,5.831534316157423,0.8098414579051035,-0.6059672831574944,-0.111687328663306,1.0452747823374815,T_cells
+3660,0.84433875,0.17195984375,-0.6210461852986705,4.5675614762925765,5.310872207677026,0.9447567049230738,3.1256246844235736,-0.2845293742143939,-0.7993765109032854,Other cells
+3661,0.97327046875,0.71072234375,3.069814174515436,2.111628347877588,4.663933724237359,4.7674167319598775,0.0290061174161206,1.0066581182071204,3.320631982656336,Monocytes
+3662,1.022374375,0.122536806640625,1.0073796638812618,4.505822050052935,5.679482897627531,0.7253798840943465,-0.1522857074218289,0.1558325103961395,0.2633963018285212,T_cells
+3663,1.0762,0.1346384375,-0.0619068491715234,5.422836599783564,5.251681368563978,0.8024275071845931,0.2392031858742763,-0.2931254295970577,-0.4093939106589044,T_cells
+3664,0.91601640625,0.0938172265625,2.8798625743490347,4.8333961980825695,5.154300298731037,0.8490888270098232,0.1324252429064587,0.0240804622183345,-0.2526456145245147,T_cells
+3665,0.9974028125,0.1297344140625,1.5759266298261008,5.167118690476578,5.586299050801945,0.3371462177602832,-0.20218026507905,0.4410298782731701,1.1122544437870767,T_cells
+3666,0.5205889453125,0.0644945458984375,-0.0401799141033067,4.731404768401034,5.117707482307417,1.220155952580472,0.0553189571251585,0.306754677923934,0.2799650717379436,T_cells
+3667,2.16271765625,0.304256171875,5.734915349803585,2.3701506122352685,6.2615441679746695,1.6843742031907427,0.2877554586616557,6.663616747816058,2.745101965607024,B_cells
+3668,0.8535234375,0.12834158203125,1.1514989191561753,4.1907878973207255,5.252095388987349,0.6792349855248445,0.415782119537913,-0.2072264433659918,1.1389330952717642,T_cells
+3669,0.97955625,0.134432001953125,5.463705354613767,0.2379951148357481,4.975290895100367,0.242126693545762,-0.2655092958408498,5.52331074641586,0.0904136125527772,B_cells
+3670,1.060771953125,0.10866130859375,1.2934118140509352,3.846314205023123,5.600006772301184,1.2375918963427563,-0.3670875920380171,0.0390449137240342,1.2568626956063482,T_cells
+3671,1.115334765625,0.3540490234375,4.596034853531744,1.4879716475680669,4.732497382213497,5.13112246461672,-0.1368232553974608,1.7551353177919449,3.311546471166757,Monocytes
+3672,1.3229421875,0.4956267578125,2.700728793474924,1.3486824050290476,4.849969194287229,5.033497451250292,1.060239009989188,-0.24644328057019,2.9743558363264104,Monocytes
+3673,0.68429359375,0.087776025390625,0.1448483238476482,4.953525178910301,5.50464851145934,1.301824663632964,-0.3037583834448098,-0.5067109737080233,-0.6211455641302098,T_cells
+3674,0.8666996875,0.14436365234375,-0.6733255943128774,4.4616340944345945,5.426588296823319,0.6031637547761542,0.3250797243736648,-0.1349638729510426,-1.199221439061135,T_cells
+3675,1.126466171875,0.134561015625,1.0186026456104065,4.055792673888663,5.392787601044176,1.0892207529058886,0.2923692594149418,0.5508301943417333,0.0573998785975647,T_cells
+3676,1.1588603125,0.6014984765625,2.4237899084376955,1.5559974880374867,4.683954781273189,5.539923082128585,0.3413314644009556,0.5082380784439842,4.221527766508671,Monocytes
+3677,1.08415265625,0.127234404296875,0.5089075062569723,4.732457746871619,5.527414132918173,0.3731021628610976,0.6404413131449319,-0.5416492942210434,-0.4996749602330607,T_cells
+3678,0.925252890625,0.0885915625,0.4953812533449115,5.198255705602607,5.362642727413658,0.1212476180276554,-0.3629427797877687,0.2026613765383931,1.0893106745210992,T_cells
+3679,0.90236734375,0.089214462890625,1.9391998169019389,5.570204384682604,5.298561366370447,-0.2255436346722084,0.1357277122858934,-0.3672411206964334,-1.1110870095052294,T_cells
+3680,0.837238828125,0.120932744140625,0.5604901822987455,4.191615611869124,5.250285227769706,0.6920263838516028,-0.2503353650990192,-0.1179283884723087,-1.204981750292354,T_cells
+3681,1.0423046875,0.082955419921875,4.073171674913239,0.2256918928722065,5.242703533520153,0.4881822218895123,3.251181966993898,5.053056587284626,2.183123689526339,B_cells
+3682,0.8200815625,0.139854501953125,0.6183760770870798,0.0106042490504184,4.933532915059402,0.909299333522243,3.198133933229524,-0.7003910204083583,0.3609747769687709,Other cells
+3683,1.008290234375,0.093611396484375,0.2100910358981609,4.887263403558693,5.040500852933039,0.4871468204257519,0.2767474433426125,0.1275641959946019,0.4781946239617273,T_cells
+3684,1.42320203125,0.145650859375,1.1707514831975847,4.598899888510395,5.647702782963588,0.3601605541317126,-0.0855722071413577,0.2750902416899583,0.0320082313058041,T_cells
+3685,1.25305265625,0.20482671875,5.082270649757247,-0.4536486870468946,4.741152157531216,1.1840910989493365,-0.4868663498451308,-0.7811347967078388,4.832262410295609,Monocytes
+3686,0.95054921875,0.104529013671875,4.98886156943985,1.443793186889932,5.175957498504218,0.4313062345921933,-0.2069754865575447,5.5905746702795485,-2.098275674050076,B_cells
+3687,0.810750390625,0.10703802734375,1.4066062730596858,5.1469931412678855,5.033227970638055,1.5779737974104908,-0.16703122102418,0.3375960087135246,-0.350412677529833,T_cells
+3688,0.72568984375,0.136378720703125,0.0217041799105558,4.906179358812456,5.825947698268534,1.188527119622392,-0.4125779664837352,0.0309852232094976,-0.9217688129679936,T_cells
+3689,0.9610528125,0.11785603515625,0.216770963203344,4.951484540420369,5.303194787258113,0.0186822524753866,0.2338699854149603,1.1629615208776984,-1.0583805769383263,T_cells
+3690,1.009321015625,0.146679443359375,0.2861448740410826,4.839843795223082,5.345839104829212,0.5176198300515902,3.797792155706592,-0.8140845126351315,1.4329651870019395,Other cells
+3691,0.66959828125,0.162951748046875,-0.7109735228986928,4.9631576898446665,5.547069901677355,0.9325650929960024,3.4452551380836303,1.2188095764675662,-0.4874911612482701,Other cells
+3692,0.8433565625,0.149233466796875,1.5507390356653945,5.383120722804517,5.82756538278749,0.4959563850170413,-0.415490421006211,-0.0217083496668259,-1.0805624199463078,T_cells
+3693,1.09473828125,0.41948859375,3.4743431953282937,1.6061537927757708,4.666329415768811,5.0165737798281045,2.1055255739833507,0.6272210144382204,2.542588197761143,Monocytes
+3694,0.80218359375,0.199523515625,1.256524752331711,4.247627519579145,5.814053367965051,0.8664502115656166,0.1074302713319396,-0.1352866443637964,0.3019459642433996,T_cells
+3695,1.097370078125,0.103816103515625,-1.3427963072094131,4.803488876100048,5.481352747105874,0.4341581758383583,0.1088091064686699,0.2033198077833301,0.2844683934937635,T_cells
+3696,0.847289140625,0.06596298828125,4.305661184874853,1.5209534655406864,4.894363013743601,0.1540411260455917,-0.0431223159762843,5.644567720114834,3.523093215889331,B_cells
+3697,0.973472578125,0.128234755859375,-0.6428624222759648,4.925761394166627,5.410276328320121,0.4516825596558348,0.2665324734892859,-0.444850657591835,0.0095170254503624,T_cells
+3698,0.724302578125,0.106092880859375,4.165995096788836,-0.1894804870928353,4.899615770864117,-0.2501979768351312,0.1811373085809541,5.787920118787354,2.0787634632548024,B_cells
+3699,1.190831796875,0.1399337109375,0.2180950556815671,4.361934089582229,5.081968199611778,0.5815663734570167,4.909172071682723,-1.40384022700582,0.4671358776201677,Other cells
+3700,0.968225,0.13669017578125,0.4759767990576101,4.242381855431259,5.271211729846541,0.377297620514927,0.2768342442215415,-0.2439490584639111,0.0237513500248234,T_cells
+3701,2.141848125,0.17408419921875,5.297763210420344,4.560386162421667,6.114765056004404,1.1620497708141404,0.0677131279111254,5.825272544517316,2.211039653330056,B_cells
+3702,0.806551953125,0.172191484375,-0.9850718858946604,4.432214013698837,5.327890050972617,0.888180352546803,4.425268061265379,-1.0885594668781715,-0.1705553734277814,Other cells
+3703,1.06811421875,0.070823798828125,-1.4183584864791718,4.679876244761574,4.856130535506432,0.5532681657856868,-0.4623881761391432,0.6677741693286542,-0.0827248937202881,T_cells
+3704,1.135713046875,0.1594099609375,4.514340177456262,1.0871655850949749,4.994485423248959,1.4713328986051164,0.1771758240847258,5.071313801514831,1.2904134053973706,B_cells
+3705,0.667878984375,0.107561318359375,4.569001017005429,1.8950083246942973,5.052966749937207,0.617551318082397,-0.0131242349161259,5.634844389352218,-0.5741305230848839,B_cells
+3706,0.837281796875,0.699417265625,1.6851398922298415,-1.4694589957940107,4.024720249591867,5.136247912097078,1.1091830930774758,0.2690519035292176,3.687396092774869,Monocytes
+3707,1.262658125,0.154039658203125,1.97168682166292,4.613523402910669,5.3109788679100856,0.7148161347846286,-0.2091953750860727,0.229699724131708,0.399991134801212,T_cells
+3708,0.9534859375,0.0494254345703125,0.7154272128598614,4.455212630951122,5.456533277964765,2.010159638956808,0.2483310178646972,0.0184823640768254,0.0979176826078626,T_cells
+3709,1.04685375,0.13666376953125,0.8182939301103055,3.821735385422667,5.583285223299246,1.999273674719656,-0.0093855498607479,0.3990816471604236,0.8159374475778224,T_cells
+3710,0.7949734375,0.0997522265625,4.623819052108676,1.781469915875142,5.191337561626747,0.6300337412284269,0.165340621767934,5.771972942175447,-0.2365302930166024,B_cells
+3711,1.212726328125,0.3733172265625,3.577601816323989,1.4994884291106887,4.542924847452777,4.448407233397946,-0.0673189264334242,0.8226859747150371,3.5698075239886937,Monocytes
+3712,0.78905296875,0.112020068359375,1.0245822572561971,5.0896358206169,5.258310715958069,0.5431937925818064,-0.0072585118517971,0.5204742537358731,-1.1331175649533265,T_cells
+3713,0.75279984375,0.16943462890625,0.8318505909091745,4.351102495626564,4.916169173399273,0.7721590170731737,0.1952198710284448,-0.3940530715868712,1.0677916610682094,T_cells
+3714,1.198893984375,0.39656765625,4.202078010259714,1.119308501333808,4.697814413018992,5.271865863642534,0.2410327159905603,-0.6015615582624092,4.029137957314355,Monocytes
+3715,0.7368103125,0.112052470703125,5.145100073412184,-0.0146075683418773,4.725331048696939,0.54463180813789,-1.017904178968507,5.555552460738856,-1.920449281328945,B_cells
+3716,0.8112528125,0.09691974609375,-0.1513541222291252,4.105091142158219,5.3837475680520095,0.1274159058583128,0.0736316915024525,0.7372541980070144,-0.8493597034697214,T_cells
+3717,0.863736171875,0.0811581201171875,5.35487721852475,-1.0569352876054436,4.516287148959273,0.7561858012808953,0.3482873712434894,5.582558429906229,-0.8392981950203158,B_cells
+3718,1.09507890625,0.126247236328125,5.494780764017764,1.6139950207343492,5.376087977358504,0.1257686564330165,0.5271004717553521,5.665988410916555,-1.4921674856729792,B_cells
+3719,1.40946984375,0.154504736328125,1.4408843717679627,6.989724798831669,5.343689448891928,1.1334863870111245,2.755125288174439,-1.094091604836299,2.565021858337364,T_cells
+3720,0.971194375,0.210435546875,1.8720772847576728,4.071700063897602,4.909610392418837,0.7745299082100741,2.7358910501615,-0.4333842271876419,0.9281975537509412,Other cells
+3721,1.09734546875,0.135409560546875,1.0029812900175377,4.328208130129368,5.309075594415217,0.4731911551194064,-0.0214036272955118,-0.3130521963472631,-0.2848442217384601,T_cells
+3722,1.064357265625,0.13680298828125,0.6483259905690061,4.863596861878493,5.081177633961064,0.6213297408413797,0.1159008366428846,-0.040514342587363,0.5969568473147018,T_cells
+3723,0.901066484375,0.113764560546875,0.7886546339377528,4.859706042788282,5.800551291800742,0.4828664730672366,-0.6105810406521174,1.6434870201354943,0.1551345763800506,T_cells
+3724,1.027122890625,0.240956640625,3.913908357618212,0.4457900061577904,4.119085509016721,3.1225889962745024,0.5471604886084913,4.923385391763075,-0.9137887911188024,B_cells
+3725,1.50690203125,0.364967890625,3.916487968954541,2.360550618590326,5.011463352482831,5.492116503253193,-0.0500674594871054,-1.0079818433668817,4.16116193269798,Monocytes
+3726,0.945405078125,0.140393388671875,5.665450673002296,2.2173856991749994,4.960301723293767,-0.08825867142638,-0.309564694120976,5.323989907267244,0.1472873821598683,B_cells
+3727,0.9361834375,0.0753431494140625,4.160415395442421,1.658205513957605,4.766598953084216,0.4373668760314821,0.4406341322605182,5.564594245839846,1.4002448213996497,B_cells
+3728,0.781832421875,0.17481091796875,1.0939554946429877,3.930463178111839,5.39348045966803,0.7876463117642993,0.0392699414771299,-0.4365312620945775,-1.4261922161113505,T_cells
+3729,0.73920625,0.18298548828125,0.6335784320864537,-0.8390131748350993,5.017405392423783,0.375434584221506,3.981293499461427,-1.2732483215805566,0.0978647525795656,Other cells
+3730,1.4382159375,0.138917744140625,1.2206126583120538,4.554899386693536,5.0790297047020925,1.272412438401587,0.1962937195772536,0.5906103615953153,0.1820399085918799,T_cells
+3731,0.70836625,0.1589808984375,0.9993937824536429,-0.2913871003400902,4.905400527433668,0.3741600004702176,3.433856919036575,0.026444309767652,-0.1699192781224653,Other cells
+3732,1.173541953125,0.15661529296875,0.3360856913700911,4.411236560744229,5.296136357359063,0.7125134901481537,-0.0438148579212575,0.6892321487288537,-0.2940955962752551,T_cells
+3733,0.77602078125,0.2069373046875,3.129316279000559,-0.0884234767277774,3.72769724041156,3.004279385132869,0.7908120158987421,-0.219597534699171,1.848366762497704,Other cells
+3734,0.829385,0.1600142578125,4.533231397780955,1.6807172638184311,4.993951036593044,1.2498657331957377,0.7592062697050916,5.418350535214744,-0.4381477071391244,B_cells
+3735,0.988808046875,0.151058974609375,-0.4682541268489423,-0.3187153904263496,4.815261246761134,0.1957655084578806,4.035282530081061,0.0004122373854763,1.0163795681730128,Other cells
+3736,0.743930859375,0.145907705078125,-0.0230571864215613,4.678443848502966,5.173340538872332,1.135572689800353,-0.2944393270540442,0.1713147995269074,-0.0461616074877722,T_cells
+3737,0.709680625,0.103094775390625,4.500952060612817,1.2069994760139826,5.0647576355520245,-0.2013520796804784,0.1130680065737595,5.930394329154633,0.1971840532626044,B_cells
+3738,1.22511828125,0.0568450732421875,-1.0769657985594985,4.758434127719362,5.337010034268269,1.1876908372371702,-0.0787599114604975,0.3860874032033705,-0.6818955466260667,T_cells
+3739,0.86190734375,0.141965048828125,3.9851883983948713,1.164305323636878,5.250111210007785,0.2443708918504046,0.3728422499342294,5.780036820687979,-0.7534927931073054,B_cells
+3740,1.15327890625,0.092969287109375,4.90188738380772,0.3540867093921949,5.015622674250718,0.6433170812843368,0.1648607174816285,5.833126097360237,1.5517138448274177,B_cells
+3741,0.9303828125,0.133698681640625,0.4369991002799929,4.702657209807478,5.58727016706836,0.1398085804833802,-0.3678671737610232,0.4824412751316353,0.9609143413325504,T_cells
+3742,0.7764090625,0.07676119140625,-0.8796122622024697,5.096071027281315,5.204288627274567,0.3587598766297541,-0.390021479211995,0.1582471010449317,0.2375559456635341,T_cells
+3743,0.8656759375,0.09126140625,0.0198486564938631,4.418711138202777,5.21037731917404,0.7532994442244179,-0.1631588162307511,0.2432237464665309,-0.1477088587333291,T_cells
+3744,1.188503046875,0.0887637890625,1.560226420272448,4.376096967707591,5.602351878008228,0.4955490041129749,0.0499472000013244,0.2979891458610694,-1.1578540734954992,T_cells
+3745,0.894726484375,0.30978138671875,4.105497084401507,-1.554688890600771,4.225538592210138,4.634736099057871,0.7719931798340981,0.2175845645975722,2.369816815807957,Monocytes
+3746,0.745232109375,0.14883439453125,-0.2712642663454965,4.501078442525911,5.35536759389622,1.4614080569371048,0.013607250147855,-0.06823456457219,0.8700234383136809,T_cells
+3747,0.5915030078125,0.080986494140625,5.382881204318552,1.238999525923112,4.690198560381363,0.4069658185943275,0.2153494840430406,5.551104018074274,2.275632465040069,B_cells
+3748,0.87594078125,0.0931433203125,5.035557355645936,0.9663344578137276,4.352858745569736,0.2997916375961471,-0.4821615636882087,4.9894042450617135,1.4448337954538226,B_cells
+3749,0.782464765625,0.1112279296875,4.988540647536664,1.175388853903442,4.9407272988628455,0.5335437617316701,-0.2246611994816635,5.687855190305982,1.148928974709524,B_cells
+3750,0.795762109375,0.142568154296875,0.1540340417933456,3.354267166049387,4.858977865997056,0.7047852089074401,-0.3419108625145596,0.4403749899350463,-0.7903717799129243,T_cells
+3751,0.87111609375,0.090233427734375,4.076880983722422,1.835932169110868,4.762982308800424,0.3076085723530397,-0.4381751174105727,5.664646682020675,0.9601817263877516,B_cells
+3752,0.94328046875,0.1486663671875,0.0989995374292053,4.406887196213701,5.203379214863671,0.4579967050708191,-0.0275311681046822,-0.0485898318208011,-0.2816583577911254,T_cells
+3753,0.664172890625,0.150499072265625,4.667254027158419,0.8297793309444077,5.064478961677282,0.4443167587833025,0.4479179846566424,5.7255183035905,0.593563910527394,B_cells
+3754,0.706671015625,0.18234216796875,1.6540960155518485,4.856526120187677,5.351473407056604,0.9701901957263532,0.1021658503967469,0.1006474487433597,0.5470393825178212,T_cells
+3755,0.89908296875,0.1122391015625,-0.422073862541197,4.941180406146689,5.199870667784761,0.4253854482354343,0.3014745001822487,0.1229020539913986,0.1661401889374042,T_cells
+3756,1.32228171875,0.518150859375,2.9887227307108337,0.8170574088950612,3.2228046421799967,5.0165873870796736,1.4291659035364015,0.1322531290906426,3.828209620090061,Monocytes
+3757,0.749668515625,0.144652294921875,1.1181189284908672,5.32919710877177,5.442907424380426,1.1494208249547524,0.2260828086929923,-0.2691213494079302,0.3694554133511034,T_cells
+3758,1.3373540625,0.13941642578125,4.070869642882336,0.6709250872996048,4.347050943382492,2.753064281453054,0.2549082464170957,4.950622177152078,1.737099754004462,B_cells
+3759,0.98519265625,0.140143154296875,1.1842633306340005,4.638290395914246,5.53959403085846,1.1058844956954794,-0.61435731369126,0.8435873096634647,-0.8224444700796818,T_cells
+3760,0.864025546875,0.15981802734375,4.4579520770103205,1.9130519974031608,4.876182343172708,0.8738301860701692,0.5761882861416745,6.656373337701517,3.453391365374543,B_cells
+3761,0.860831328125,0.09874884765625,1.5921973786511878,4.925793673587646,5.298059793971654,-0.1521808947979423,-0.3027913355265149,-0.331470267952048,0.2457424080661568,T_cells
+3762,1.286613828125,0.179828359375,1.1949302004828384,4.710275640054487,5.853569323432114,0.8637778591114725,0.0027935298054218,-0.1778814920243689,-0.6201587714007935,T_cells
+3763,0.9453084375,0.20993265625,0.8858067040141449,0.7044281344055794,4.926437527772572,0.7364974283259813,3.072060195071531,-0.8834760181458494,-1.080786281982815,Other cells
+3764,0.682978828125,0.094202490234375,1.8583467625775647,4.87053547842543,5.720161399365478,1.1695305549341275,0.1842838136348384,-0.5140785740189033,0.9984433988766914,T_cells
+3765,0.89512796875,0.1389003515625,1.6669429809563197,4.1812854501364685,5.53275627049993,0.4979807467886227,0.1401173085132372,-0.5197254431064376,0.2396878451649879,T_cells
+3766,1.052860390625,0.120536083984375,1.2062826809498854,3.898809392946556,5.037715613039823,0.7022961739940926,-0.0039419472457432,0.0112741014877441,0.7111534875562964,T_cells
+3767,0.771064375,0.149615126953125,0.8591237598212866,-0.8521494771487521,4.8555039865933205,0.1590111039131946,3.432570421671693,-0.4365782512164295,0.1472138498490162,Other cells
+3768,0.689915,0.1852874609375,0.941494389024328,-0.3226921023139245,4.986377578466309,0.3312854014662778,3.3634189859907453,-0.6810102331302004,1.0259485529723305,Other cells
+3769,1.089467890625,0.11529900390625,1.8285495057175456,4.7542785209066905,5.22516067371027,0.2629953833478268,-0.1930615352890625,-0.1267100903549658,-1.4273305648477097,T_cells
+3770,0.849015,0.104548818359375,4.529438642646114,0.6172316873783985,4.767199477530682,-0.3295689896543158,4.141084031514414,5.840729776700142,4.001620292353533,Other cells
+3771,0.852455625,0.1195651171875,-0.3931366480766432,4.996629393954999,5.640229959970461,0.8131357485095891,0.1950516716373402,0.5907646260556179,-0.0700877798466331,T_cells
+3772,0.93460703125,0.106689375,-0.0456021485316635,4.6913228134229135,5.738686537024908,0.6212341841797868,-0.0933912988045174,0.3625648341578882,0.5336340601763301,T_cells
+3773,0.746080625,0.136624169921875,0.6042805041026077,4.514800508424198,5.339505539176794,1.1872426121903952,-0.2457592060825016,-0.2502063618524219,-0.1002380066037919,T_cells
+3774,1.4784175,0.153546376953125,2.945212002524708,4.368944660920621,5.220761151784791,0.9326602507818514,0.0331228061355581,2.343105672902122,1.017752468529724,T_cells
+3775,0.953316953125,0.3785799609375,2.4732236295862027,0.5835652989142204,3.539900199744345,4.082758727611374,1.0138591926997422,0.1662789153819794,2.028748278817676,Monocytes
+3776,0.93405890625,0.124955224609375,1.3742074966095827,5.588152542525783,5.678107741569798,0.5909460749990383,-0.6512487338623603,0.0501149185380307,1.1499000605832477,T_cells
+3777,1.55513734375,0.17706189453125,6.0738427090476375,1.584373145005162,5.67643595260806,0.7735604980656312,0.501640755187545,6.462944768762916,0.1838206667170422,B_cells
+3778,0.97159265625,0.130750390625,0.5096502724152028,0.14783767625759,4.296898958675826,0.8369297498851932,3.975568312200703,0.2995465588167669,0.7539527089470383,Other cells
+3779,1.56138796875,0.24411615234375,5.609355058640608,1.8616297877672563,5.372443832323633,1.0088693925746663,-1.1532762277423754,6.3522716396153385,-1.638482554822322,B_cells
+3780,0.7216615625,0.17099609375,2.7662685329155488,4.968242257491805,5.243379780298064,0.944179523118196,0.7310452663189756,-0.6778852512294712,1.567072584504697,T_cells
+3781,0.786733125,0.0959421875,5.2066494832561245,1.4074460285490955,5.25906148460441,0.4721135729421564,-0.3093626792260198,5.51475336572437,-0.6216908868571356,B_cells
+3782,0.9842009375,0.1163869921875,1.876963300472054,4.714654383062789,5.48958145102355,0.8715068513460136,-0.5346148440681395,2.54841433679101,-0.768189421826333,T_cells
+3783,0.947878984375,0.15342515625,1.0316341498794317,4.845495143982002,5.424844690105632,0.3839444642507238,1.6750203132118968,0.2597726835651862,-0.4356555022143095,T_cells
+3784,1.073229140625,0.58742859375,3.352188894344965,1.1082684842729236,4.41162003570604,5.323571599837716,0.3420196280435807,0.129771734563796,4.449967790014382,Monocytes
+3785,0.70165109375,0.129525576171875,3.829655991656896,0.5286531283983215,5.0967573431310464,-0.0881671432206331,0.1608445782949603,6.541653646613642,2.225962505896717,B_cells
+3786,0.87700296875,0.077156650390625,-0.3741342614892498,4.846331227891671,5.109855408904665,0.2972947845636831,-0.1729557845400077,0.3350614437724213,-1.441296836024633,T_cells
+3787,0.28928138671875,0.1326791015625,-0.9334247813744692,4.449644095905663,5.096522586309211,1.6977416900120066,0.3283657082772441,0.2580289897243961,3.403475777810624,T_cells
+3788,0.955112265625,0.085108583984375,4.360386226296412,2.361760485825781,4.8526165584334295,0.102608692809678,0.1414977852685141,6.226036698192823,2.15944312963676,B_cells
+3789,0.853323203125,0.1413571484375,-0.1288554234040342,-0.457706324880845,4.629513185047898,0.358496668088445,3.495654094496256,0.8370092154878053,0.4660132208205471,Other cells
+3790,0.97698015625,0.108887548828125,5.655908999915672,0.5454383752034916,4.947263207594402,0.1372474161009056,-0.2263921503152208,5.994938483748945,-1.6207785344322931,B_cells
+3791,0.760500390625,0.0737810888671875,3.935862125616524,-1.7589981035940598,4.362270455946653,0.2074793658728045,0.3151818691847546,5.2802020828313605,0.4913158702341766,B_cells
+3792,0.935080234375,0.161486904296875,-0.6667003085691706,4.082207923807041,5.278270707217719,0.5231770952498656,-0.328638891253963,0.750313622423256,-0.4171754192932824,T_cells
+3793,0.89366734375,0.076878212890625,5.10735752274338,1.3682829745156675,4.699625215187317,-0.1320616927622631,1.1218285918293458,5.604043804511739,2.172134596449029,B_cells
+3794,0.79900515625,0.111082705078125,1.0660293976999975,4.518763008641429,5.541816867526519,0.8661564132270405,-0.5176811371929351,0.6538149723548714,-0.2508232222935822,T_cells
+3795,1.000638671875,0.097190400390625,0.3284884537707628,4.4288100652821685,5.137648916445643,0.7537402445266336,0.1707708217972334,-0.3562850482656142,-0.459196998913267,T_cells
+3796,0.8160071875,0.083091640625,4.875758175709322,0.658157819564457,4.565636186048761,0.7366795591043458,0.34579366148662,5.59020386642388,1.3922992239200875,B_cells
+3797,0.9022028125,0.12429271484375,0.524858920100238,5.074517689140333,5.697902184922524,0.2549937738971328,0.0762051652870299,-0.6829841505012678,1.1096755289156173,T_cells
+3798,0.97134859375,0.17882798828125,-1.1900444382099429,4.61222750951699,5.472274968364996,0.4745896313987131,-0.4118924429553667,0.371354012595338,-1.254191857390845,T_cells
+3799,0.946301484375,0.09875544921875,0.8479678815510885,4.34409834425932,5.209192494814632,0.4307067992673348,-0.0172878934114964,0.4585543727564919,-0.2197275072093787,T_cells
+3800,1.273066484375,0.509576015625,3.876168611407659,-0.996463850059556,4.865646271908742,4.831773181199114,3.69668583081352,0.1089656759728031,3.071342115000368,Monocytes
+3801,1.008801328125,0.130332109375,3.1684335768420016,-0.3675252780795472,3.7487270468268186,3.982448503298735,-0.2063390923058834,0.3081086251487083,2.303470754259342,Monocytes
+3802,0.9794971875,0.09960099609375,0.3632721851334184,5.241571450306801,5.899032493600063,0.5807225231694181,-0.2597356443841443,0.7456389126707206,0.1645608278657997,T_cells
+3803,0.882499296875,0.119887373046875,0.98612318661081,5.379322116273624,5.37001932089381,0.6268230922787632,0.3536884364425975,0.4716461630095707,0.2438880520651013,T_cells
+3804,0.928210390625,0.07264150390625,5.18202737536889,-0.2928036217477432,5.154076236979624,-0.1651905564567127,0.45388368110005,5.536488494125781,0.0461747390193577,B_cells
+3805,1.117911875,0.47325109375,2.738507999361891,1.2095268976629592,4.609998872079927,5.201291369329327,0.4405710424189398,0.3231105850991884,3.803922973504986,Monocytes
+3806,0.66054828125,0.094504951171875,1.6623628401807302,5.260425527619413,5.23985746431662,0.8563035961150041,0.3443309142227515,0.2535835384297339,-0.3679163288269392,T_cells
+3807,1.14342859375,0.16903736328125,1.2818728331865166,-0.8771934213103725,4.594146245255914,0.8549279995222525,3.810334382122943,-1.0979139012610668,0.7352432521391195,Other cells
+3808,0.83916890625,0.105557587890625,1.1540047245034355,5.027362658542202,5.496805757153354,0.6782576662584708,-0.2362520721649345,-0.2826269345696803,-0.0300741901239193,T_cells
+3809,1.15009265625,0.1046982421875,1.6204641847116883,3.986969213062231,5.011282622655129,2.338002217653368,-0.0692496873863382,-0.4108047031053357,-0.4643737516174365,T_cells
+3810,0.926737421875,0.1377667578125,1.9037344818492008,5.157280302613817,5.44979842003278,0.6162436987808146,0.0822183655817232,0.0958993432462571,0.014403415004659,T_cells
+3811,1.39110515625,0.4075334765625,5.093340390533513,2.1299197968503893,5.012732729934503,5.559002208799542,0.3787830789233656,0.0061413893790296,4.434769645702742,Monocytes
+3812,0.531024921875,0.133267197265625,-0.5942414340272328,0.1454683232025235,4.628509767532875,0.3456979846699827,3.575930365855979,-0.809079098292191,1.169320795676832,Other cells
+3813,0.5869078515625,0.1399583203125,0.5826314266212455,4.116903083517245,4.886655406054329,0.4520686276866553,0.0811785839148338,0.5134266563059341,-0.7024948164201046,T_cells
+3814,0.8392425,0.1680712109375,0.2556697500425361,4.7911043337085815,5.405592846763753,1.168766433987041,-0.0384834859528448,0.1715611193369029,-0.6767088547492466,T_cells
+3815,0.7614375,0.091304013671875,0.8525899919308042,4.868681432828416,5.213824423130532,0.8046091768949373,-0.2629604828551298,0.2433551335733381,-0.4450847958174626,T_cells
+3816,0.89439828125,0.5182329296875,3.3609546262111483,2.7227456690202723,5.125294908494248,5.523732729173867,0.8749313047972256,0.1161906401498363,4.47176936280072,Monocytes
+3817,1.93963203125,0.27890740234375,4.818037907267042,4.354019832011773,5.97382655292064,0.6700631344730751,-0.6115421123198116,5.742561829208392,0.7028185366267196,B_cells
+3818,1.150866328125,0.5959066796875,3.8415518868109952,2.1759011365714738,4.48698544441926,5.122571786791087,0.6954971567132303,0.2940451832824483,3.631578881029111,Monocytes
+3819,0.898299453125,0.124328115234375,1.2252520794822046,4.696679175929564,5.486588623912722,1.1101488306351186,-0.3393294442187137,-0.1672033252366556,1.5190728477153297,T_cells
+3820,1.228130390625,0.113237666015625,-0.0692389649170802,4.899863752086606,5.450236187515603,0.2004395415113324,-0.2322619010217273,-0.3503706063565053,0.306952732232286,T_cells
+3821,0.7839928125,0.0766273681640625,5.783522436639994,-1.404930183331477,5.097897091774939,0.2175188812607134,-0.269480266114695,5.989434672802956,2.678544635743105,B_cells
+3822,0.80457078125,0.0686436376953125,0.142850863598368,4.702989605471872,4.704945954560651,0.4959191644605089,0.1108716303361931,-0.2270516008862731,0.9025261796407712,T_cells
+3823,0.9139096875,0.129290341796875,2.161185084314014,5.012564433127159,5.587456997504552,0.7389747326503519,-0.0156729197346974,-0.3816148840797027,0.0891972423749102,T_cells
+3824,0.8312753125,0.121640869140625,4.2059792408892,1.573968818237181,5.028638274323249,0.2523034309252756,-0.3128589840191315,5.776766178759999,1.76322211695813,B_cells
+3825,1.201215625,0.108301240234375,0.4258495852163234,5.136929809056172,5.411502873905347,0.0872966604759955,-0.0974567841710696,-0.0274339929634144,-1.3516836661177232,T_cells
+3826,1.202737890625,0.117887841796875,1.1799803623771323,5.321268937720757,5.253881810944459,0.7583595710099332,0.8658523234128139,0.0242893939856179,0.190644439392991,T_cells
+3827,0.6509147265625,0.150685703125,-0.7234140379411135,4.867754142832577,5.551382356521428,1.4377172278896149,0.0432523012579044,0.5761952984348865,-0.699008796398485,T_cells
+3828,0.833851796875,0.1643787890625,0.3417246204847044,4.5169589419930265,5.431963604965786,0.3800029893178092,0.0138614310354896,-0.2438881402404238,1.4046568206739705,T_cells
+3829,0.95734296875,0.101968388671875,0.8827798610209038,4.714264784560763,5.0353877315611335,0.7957663266711607,0.4813626123904453,0.3608475854863588,-0.0120103344016256,T_cells
+3830,0.831286484375,0.15373181640625,-0.1098723247144526,4.42248064245546,5.315465313148789,0.1642318100669766,0.2364330766064959,0.2459711595093911,-0.216542044750116,T_cells
+3831,0.821024765625,0.110354189453125,0.5398348502767814,5.312372045490932,5.14699903992588,0.4430922159733141,-0.0913864686952422,-0.3246484919451669,-1.2926376451891786,T_cells
+3832,1.2088115625,0.1025084765625,0.7479519257193276,4.343737540235468,5.464658043140106,0.7429411302803905,-0.630412982714426,-0.4722473446256154,0.9135512976465238,T_cells
+3833,0.929413203125,0.158006923828125,0.7985359493862025,4.653160953556682,5.348593761078913,0.921823245744914,-0.2705973483198161,-0.3503965508493947,0.6410652005086273,T_cells
+3834,1.60125421875,0.315256796875,2.7607149481529274,1.1131277126815289,3.35090987388488,4.626177843526324,0.1227150232523718,0.2893047881257597,1.6132201577548404,Monocytes
+3835,0.7691975,0.0826991796875,4.122510451561943,-0.6011741057278395,4.8830385052732845,0.1204431740157363,0.2206576813776117,5.510950625620239,2.005307438927333,B_cells
+3836,1.027981796875,0.1588290625,1.1384424436510707,4.74431335287893,5.666607772272432,1.2309635757882116,-0.0934921815487447,0.2815596293812999,-0.5319190662585368,T_cells
+3837,1.057237734375,0.17022376953125,0.6594099062976431,3.830302965685199,5.057562819619383,1.044671825194435,3.822152334838679,1.1427094995863207,-1.022996110905293,Other cells
+3838,0.862594453125,0.1688033203125,2.4387549901357426,0.662840692217664,4.727948844193345,0.7853270286453458,0.6052338596866219,3.999718469537835,1.4501836388656553,B_cells
+3839,0.80844890625,0.39045359375,5.488715195259938,2.4215111913737566,4.227365603034945,4.2730176363758,-0.8272713811128638,0.5038352749402331,2.398492731070586,Monocytes
+3840,0.71121796875,0.195996953125,0.2998680424542707,4.787707659467124,5.535488559508625,0.5970769122246962,-0.0296015363616899,-0.1683148941007932,1.5227664073416296,T_cells
+3841,0.6377305078125,0.1089385546875,0.2704507603747604,5.433933934786665,5.415073608370895,0.569508920677013,0.3278244413103506,0.3734790852705074,0.8701918832731063,T_cells
+3842,0.6342995703125,0.15185650390625,-1.4518136553284455,4.920135405199972,5.598447431595165,1.1031316303251455,-0.6484628194311055,0.0176014417968119,0.2863618033615548,T_cells
+3843,0.826661875,0.11933767578125,3.476554916296249,0.7222918205338925,4.6616644406280505,1.2905927141932236,0.1629616029004386,5.678165784035066,1.5200642860859777,B_cells
+3844,0.952518671875,0.077879169921875,4.575199626171289,2.2814491129427776,4.726933903425617,0.5507149166654653,0.1006004187745574,5.4928317734946335,1.6352897716058907,B_cells
+3845,0.9441528125,0.1016743359375,0.5540907171354702,5.118353732787341,5.646739350765713,-0.1332815210959503,0.1303020110231001,-0.3126156438602283,-0.1795078393887079,T_cells
+3846,0.824522578125,0.10566201171875,3.8284800188203607,-1.2435838659236995,4.451373041066731,0.120880820732621,-0.4710644229240743,5.822532918891819,-1.3146738161242475,B_cells
+3847,0.69258421875,0.090002392578125,3.559109415324022,-0.7584496040441819,4.18376683628718,0.2675329837945607,-0.7154567596194148,5.406966834507434,-1.2165209074988412,B_cells
+3848,0.80391140625,0.16616408203125,0.005304148680896,5.441940815069277,5.625366250331792,0.765192959499217,0.0907281627076641,0.201920510941009,0.509002883595798,T_cells
+3849,0.90950859375,0.122491201171875,-0.9373810629169056,5.331099740070275,5.891897445598389,0.4058805752915497,-0.0190722729389057,0.138346698583895,-0.2168781644998684,T_cells
+3850,1.0049625,0.115528857421875,1.185420262667218,4.482294284987068,5.629525061859147,2.1251783923244747,0.3828766601932184,-0.5607048927532663,-0.6569758740845536,T_cells
+3851,1.2835365625,0.135096904296875,0.1533847501678984,4.51244948772407,5.825724944950015,1.9676299803086368,0.2545143633323105,0.405805878212655,0.5766348237177735,T_cells
+3852,0.960007734375,0.0952652734375,4.702394497307608,-1.239803288151597,5.072204299637424,0.5340562107349847,0.0018205834479299,5.9930697614510064,2.0584636096662545,B_cells
+3853,0.664397578125,0.4203578125,2.6722365063736486,0.8747645207307566,4.851598130195376,5.050879435700707,1.4434261995479116,1.1175066605905983,2.658772942194913,Monocytes
+3854,1.092479375,0.12362060546875,1.1053857653441317,4.648223511817123,5.491255017710578,0.5494642750733709,-0.0181343035505354,0.1062904520626263,-0.7244638337010056,T_cells
+3855,1.252116328125,0.123956044921875,2.488210825122661,5.1316428118912665,5.596587814319091,0.8435677503310289,0.4061082898896271,-0.1205412232596793,-1.3138973706757962,T_cells
+3856,0.880753984375,0.158356181640625,0.7159173887560314,4.572770673967953,5.4515533253307655,0.3377712837911309,-0.5653973495478571,0.2935557077951976,-1.2730189422679967,T_cells
+3857,0.903591796875,0.1330745703125,1.1054000093843948,4.290893963476641,5.166234434127674,0.6151101200306579,-0.3376365313202377,-0.3981825914772961,-0.6906185729846542,T_cells
+3858,0.87980609375,0.2055233984375,3.1324567368233245,1.0698340956882395,4.900609093774033,1.4200659452586395,-0.1357779049778062,3.856172250674901,0.6006096851696652,B_cells
+3859,0.985303359375,0.10383169921875,-0.9846621422802972,5.200590196571996,4.885681820721749,0.3512521921944292,0.2208122082538262,-0.2160445117095305,-0.7940854476354887,T_cells
+3860,0.99217171875,0.0892702734375,0.1336578966885008,4.300159880428901,4.87231733312603,0.2594122456087975,-0.2952270949776134,-0.1508094945625047,0.4589642381442107,T_cells
+3861,0.962260078125,0.09937416015625,-1.149001966207737,4.730384328282124,5.334194129871883,0.0006192871054593,0.1926480606219041,0.3794269682903331,-0.5918143278000549,T_cells
+3862,0.800347421875,0.14911525390625,0.954478848883732,4.346329236252074,4.9939344578231415,0.6233154900899163,0.0120049149713156,0.5009585400921578,0.3646245819299714,T_cells
+3863,0.825670234375,0.071783359375,3.3335532788861464,-0.8478019114834111,4.86777291014129,0.5200299394828218,0.767373113491321,5.9216141225180445,1.89365238837096,B_cells
+3864,1.20637140625,0.25523443359375,5.661219568470757,1.5150635803946355,5.6807264247587375,0.8493915521839168,-0.4771949881045702,6.3324045010861,2.210227575976481,B_cells
+3865,0.772039296875,0.0768956103515625,5.247902696665337,-0.3756371337792019,4.796933567202395,-0.2105131972592695,0.390093515256971,5.164582661323222,-0.5177301218170478,B_cells
+3866,0.88277015625,0.12784830078125,-0.6895356656962517,4.49077111870374,5.136050980975147,0.3434732684244477,1.0307998385756043,0.6207168780596115,-0.6461533324190569,T_cells
+3867,0.908674453125,0.127945517578125,0.922670844134068,4.847784739055594,5.586103066654574,0.5323509927246073,0.2009804424230273,-0.1683910124942093,0.5374126149660441,T_cells
+3868,2.364216875,0.42132703125,3.5865096200080173,5.170998606996547,5.181595806127278,1.7682500288376826,0.6190368037511519,0.2652640659256321,-0.4984061956644667,Monocytes
+3869,0.953949375,0.157765087890625,1.0634215105367564,4.740730076549072,5.513584891648306,1.054457379005266,-0.1479892859549084,0.4369963342989408,-0.4152481077504,T_cells
+3870,0.740723046875,0.1665625390625,1.0520982850452638,4.259156900693708,5.159090407332003,1.1067844791283832,0.0358428458735334,0.1597139666031091,-0.7387298767780002,T_cells
+3871,0.843079140625,0.076801396484375,4.598952697609869,-1.3028990629452788,4.940339735957376,0.412781794149935,0.4058318552553634,4.919389002611364,0.8899831223283784,B_cells
+3872,0.675149453125,0.161909365234375,1.6553436685496172,5.107115797528941,5.611038468108697,1.1175340094602568,-0.2118456752849044,-0.4619840093187864,1.2376058920611297,T_cells
+3873,1.17820296875,0.39920265625,3.8640864246121,1.9207916648405008,4.948847744565188,5.275342791963631,0.77210994806433,0.4392093380626613,2.91047118089218,Monocytes
+3874,0.740202890625,0.098361787109375,1.0232251546897158,4.833239811014171,5.324387552048142,0.2722837940529242,0.0810748167691155,0.001982598127053,0.843691782648878,T_cells
+3875,0.915866640625,0.12890388671875,-1.0477285005252213,5.462489345914026,5.105444735211093,0.3190065846243455,-0.1583532870572031,-0.1552676231001786,1.098056773702127,T_cells
+3876,1.048067734375,0.1244211328125,-0.2319623654146596,4.469729554464955,5.122024994989354,0.7729235562429043,-0.1142377196887335,-0.0547604453408292,0.5015940830242781,T_cells
+3877,1.129087421875,0.111086904296875,0.9430487195554094,4.361511920732454,5.618958922796948,0.279847825514377,-0.4627696524077557,-0.8785270050472767,-0.8187022789943249,T_cells
+3878,1.06187984375,0.12249841796875,0.9404633982293504,4.644397972821008,5.467571279058151,0.8361341854481825,-0.2512678222214057,0.2547918968204299,1.1464309988718298,T_cells
+3879,0.784516484375,0.2060201953125,3.793835013420556,-0.419897707501068,5.022645581939263,1.2777570091000647,0.7221789988314488,4.731445448886876,1.431584979798812,B_cells
+3880,0.788917109375,0.134297568359375,-0.6149022228158876,4.109706737352306,5.359676397356605,0.143875135620653,-0.2247933552108218,-0.178499950623526,0.3500887074968951,T_cells
+3881,0.61986578125,0.17555083984375,4.928982152166923,2.079291120055425,5.206877263047717,0.7273010413303221,0.3757324730104687,6.114156080099121,1.0807847022804142,B_cells
+3882,1.421190625,0.5604895703125,5.048959740066985,0.9421455361797244,5.1998755500584135,5.214121392900548,-0.2448503029375157,0.0186121072030747,4.63314138920495,Monocytes
+3883,0.8506778125,0.084122021484375,5.326242732982789,1.1470770510568222,4.914488205996213,-0.0369210810516022,-0.7250668825070048,5.852425656490012,1.0026870931531413,B_cells
+3884,0.805230703125,0.105424365234375,-1.4290306538467188,5.338670057948916,5.738002490228176,0.7344020170625067,-0.2655801605854316,0.3810738682344781,-0.0738911533182607,T_cells
+3885,0.955357265625,0.089677138671875,-0.2731626367032436,3.996490435601164,5.102713368696619,0.3956998682672454,-0.0252312099613752,-0.1187344640627219,0.8126434884623138,T_cells
+3886,0.860841328125,0.07549677734375,0.1693048697735338,5.008347918781069,4.990217287791373,0.361301511097644,-0.1593804106751699,-0.0154602948231865,0.6157960255206437,T_cells
+3887,0.948473125,0.139140380859375,0.8523844264852352,4.842528102585312,5.646346551798733,0.9863660287181906,0.2777261618778194,-0.1755402008559516,0.2727521527177224,T_cells
+3888,1.005533203125,0.142954619140625,2.6596540565940803,6.022993914100606,5.6774612123945065,1.1978717238114975,-0.1740645040093622,2.411938037885436,-1.2627376913439032,T_cells
+3889,0.845405703125,0.13498048828125,-0.628449911632053,3.977300749621786,5.189830566483543,0.8606505058835524,0.0286417865180432,0.2598565461523401,-1.1597928244424367,T_cells
+3890,1.092534453125,0.15772548828125,0.2141524320179098,3.9689511842972327,5.11999600429666,0.6085918617904222,-0.3873840332865875,0.54871566509712,-0.4052718022885128,T_cells
+3891,0.719090859375,0.13355705078125,-0.1419829448009311,5.312672236445943,5.260335576367426,0.5992720595775759,0.1532509638719227,0.0772189294598579,-1.6029029943588726,T_cells
+3892,0.9410109375,0.114423466796875,1.4344130907523271,4.887814673168936,5.371036906159949,0.441813498080817,-0.1465473062632652,0.6205802611882069,-0.2536218796031155,T_cells
+3893,0.793977109375,0.19650201171875,0.7069289752151322,4.140623999272139,5.28256356390367,1.5530014607767253,0.37778006811334,0.4691769282816014,-0.5944093294813838,T_cells
+3894,0.791453359375,0.138114814453125,1.0942378781238309,4.3004765620187575,5.219400736501487,1.1031817398220607,0.3294872671014855,0.315790655349586,1.2359845168303158,T_cells
+3895,0.813727421875,0.088810595703125,1.038053124142504,4.85854544121382,5.34854183856968,0.7891196014927044,-0.2510094333683221,0.053830058902558,-0.2592176368483163,T_cells
+3896,0.90241296875,0.08795544921875,5.395108427665034,-1.970345792259166,4.927378652281873,0.4756150148798131,-0.2120687339665418,5.132781353388012,1.8038811164840205,B_cells
+3897,0.6376842578125,0.1274390234375,4.524336210858957,2.06015273189608,4.675596154795577,-0.2466166874173935,0.3852301951488792,5.497709154065154,-1.7868585417175875,B_cells
+3898,0.867171796875,0.072105615234375,0.7600002568022317,4.791029175144969,5.090035880453553,0.6922031182239593,0.2632613043819901,0.2859855480450949,-0.1656793247623486,T_cells
+3899,0.742249453125,0.090541884765625,0.5769470710925104,4.591878518221935,5.272449980981243,0.9761962450053362,0.318989750384402,0.4153058407454153,-1.117989360947133,T_cells
+3900,0.79187296875,0.15648447265625,0.6591395990110839,4.808668733288842,5.430698555683124,0.5182809218919218,-0.014706465377973,0.5298022028987466,-0.9531380352891576,T_cells
+3901,0.930046640625,0.13276072265625,1.0457033201449963,4.842209027834008,5.4133771764622285,0.8321165935598378,-0.3190542732611742,-0.0374369461939025,-0.9615121777445884,T_cells
+3902,0.786465234375,0.108820927734375,5.164313170684637,1.199793508383403,5.210830494496915,0.3817728583074116,-0.1613169496265241,5.546359973581257,2.0937332260332435,B_cells
+3903,1.114925,0.067372626953125,1.5225502641322068,5.247264088713816,5.428180221647934,0.4173839237753985,0.4097042036869899,-0.5026828043089071,-0.7969540045574514,T_cells
+3904,0.788204765625,0.100868408203125,5.0154420252234,1.0585863890771985,5.137915811699146,0.3377552727012709,0.2727007001018914,5.284405205141196,-0.6741996694265634,B_cells
+3905,0.81515609375,0.12849580078125,4.595422262397578,0.7972363873447981,4.906525309185246,0.4910537519775531,0.4334291859832168,5.500891024110539,2.0560249689677303,B_cells
+3906,1.11409390625,0.16396591796875,-0.5581575046826547,5.085485821979598,5.632619411215469,0.3681596651655978,-0.3513000123455584,0.7560848508838214,0.905494999269006,T_cells
+3907,0.814468515625,0.140069931640625,-0.7340497290669586,4.700747842931279,5.2475456232931625,-0.0387142455107645,-0.0616002552024366,0.2248424896049941,-0.7973823568700034,T_cells
+3908,0.849807109375,0.11585349609375,0.8747450358323186,4.851787667082276,5.199442970480305,0.9359128005537896,0.1169847816389524,0.4809365671899281,0.6047269191860031,T_cells
+3909,0.999525703125,0.5097711328125,3.31266939407987,2.1289920929796784,4.960404581181588,5.3596251091732245,0.702754400056798,0.679883635551557,4.144025413823843,Monocytes
+3910,1.1831590625,0.10992931640625,1.089552295461528,4.447199355660458,5.413629094287913,1.0325342543825682,0.1696108027061411,-0.4782518963189696,0.3259127980027124,T_cells
+3911,0.761563671875,0.087022294921875,-0.0054263369698986,4.154274026187254,4.84113834240631,1.1027417661553838,-0.6145851004963416,0.0434262430885849,-0.1878868618508444,T_cells
+3912,1.00774703125,0.100313916015625,1.9197741889286744,4.707179257247975,5.4010273840877465,0.3400574675935745,-0.1994399699702368,-0.7850522029273764,0.4706864310179957,T_cells
+3913,1.009737890625,0.17205046875,-0.6168920139635987,4.537079413325987,5.476897152489705,0.4962592051641638,-0.2381272902115811,0.1951702771175592,-1.069896223478982,T_cells
+3914,0.70007796875,0.100049873046875,-0.2508244713171713,5.034449486050434,5.50278576605062,0.586092338100575,-0.6231233082168232,0.3146053964306365,-0.4055996243414618,T_cells
+3915,1.3391534375,0.475045234375,2.9784302034414214,0.9940074688105612,5.032883155366391,5.2078568994161625,0.4106358916433543,0.4143027479829264,3.5936711338444822,Monocytes
+3916,0.7179828125,0.108709912109375,4.491142609639899,0.4539561031338832,4.7949392711059495,-0.2944784562293615,-0.0572793837571896,5.145742445719412,1.343592350988903,B_cells
+3917,0.80385703125,0.132466669921875,1.293221318303876,4.835009305840537,5.259998980216962,0.9079838345537568,0.1825255902839176,0.7303720953829571,0.8966782623450346,T_cells
+3918,2.60090265625,0.55293765625,-5.790973020697395,9.21316198624854,-5.326229382193155,1.8765600372048832,-1.1720341430961947,3.439670577562956,3.1921936901927763,Other cells
+3919,1.04403671875,0.26596986328125,1.0674273904106413,3.865995674623342,4.944274601021238,0.9478462152999144,1.7748535795328384,0.1609218069365001,1.2378702946358335,Other cells
+3920,0.977491875,0.10845966796875,0.6455726436610989,4.612404977534718,5.249090869177971,0.5357200330790834,-0.0001287648463337,-0.0806000203353023,-1.2109470850719322,T_cells
+3921,0.762015625,0.16397552734375,1.2797661654893753,4.713785199783855,5.072449968952913,0.8798801005886684,-0.1204969933202969,0.5795358651507757,0.9698865315589276,T_cells
+3922,1.2394775,0.133476640625,-1.4114289460021,4.552341139547547,5.497663774552076,0.1519613140859271,-0.2649197732847397,0.1217184533923842,-0.868079411244388,T_cells
+3923,0.66594515625,0.07441900390625,0.0101722045724454,4.499933900987667,5.027364474766876,0.0257597451860411,0.0452322180237002,0.3898193448438605,-0.75354314175515,T_cells
+3924,0.844526796875,0.16533955078125,0.4471252458100015,3.70946010735752,4.9408963621423965,0.7354278707421957,0.303358760503796,0.7349347388758911,-0.1701413033776663,T_cells
+3925,0.98886453125,0.13987189453125,0.9499011673112564,4.868954784933793,5.603977872923337,0.9149252404187675,-0.3567383751584242,0.8831993400406783,-1.5492090784781467,T_cells
+3926,0.837456953125,0.100866005859375,1.0953654731693674,4.327353228506994,5.510566877237559,0.5542684053264214,0.2543366589707715,0.0490559608101205,-0.1483618902434251,T_cells
+3927,0.946240390625,0.0689574853515625,0.2863228086186571,4.482019783430596,5.049895550759378,0.345014607067912,0.1604230352387279,0.2160004014305538,-0.1293636326740869,T_cells
+3928,0.9812803125,0.1174149609375,3.820399365009485,1.8110257520488608,5.190920259437421,0.6378196743421649,-0.0338736748280261,5.660608720388707,-0.4689851034004503,B_cells
+3929,1.0483615625,0.16728927734375,0.2033993362932077,4.439431502890711,5.339406598413287,0.0718613839159097,0.0490653977537548,-0.0013583237724353,0.9943885155871784,T_cells
+3930,0.89834984375,0.1777112109375,0.6330470436421379,4.18543973068867,5.233870047037048,0.6577411766247531,3.1543602735586385,-0.0428025957355861,1.1192455462639683,Other cells
+3931,1.218616015625,0.1137321484375,0.2870908166433423,4.777753133435824,5.317770439387757,0.7486503107026213,0.6567244602989023,0.026246611656796,0.4059145562726168,T_cells
+3932,0.81869546875,0.0730219677734375,-0.7591865826466132,3.846586628376001,4.673745158995883,0.6330387149444726,-0.4824040063410719,0.3669074230622292,-0.6090848297002563,T_cells
+3933,0.83690375,0.18605619140625,-0.569371362152715,4.837312705577954,5.548914868988228,0.9756594138206413,4.273298333287576,-1.0757335806148185,0.0280101818309236,Other cells
+3934,0.93321015625,0.134577216796875,1.053910126029261,0.0242168280328003,4.967522855173302,1.0761743530159522,3.539740304777488,-0.3113034465874486,1.1298329977887664,Other cells
+3935,1.6685,0.24785357421875,3.9851078799171726,2.660064201098089,4.637467013002356,0.4019076246465148,0.8722885642931029,-0.2347106131410718,-0.1233933790820599,T_cells
+3936,0.897643828125,0.09329455078125,5.556159454450697,1.0782332513146482,5.008461592233345,0.1348214050895656,0.3055714447250508,5.903409818306678,1.9368337458749805,B_cells
+3937,0.7933565625,0.091561455078125,0.04562968373109,5.048056919014265,5.361842314626313,0.3612441301006134,0.0981874337469414,-0.1198424062911905,-0.9566661765623136,T_cells
+3938,0.8706396875,0.083273466796875,3.734545123638364,1.7357308732681078,4.798131246178146,0.3737776763135765,0.4402747323471386,5.798503283511929,0.0417615330996429,B_cells
+3939,0.95262125,0.12756685546875,0.0522385307798129,5.139728832842919,5.445516150189545,1.0977629664423771,0.5534836829351676,-0.2704844107458208,1.390044522311935,T_cells
+3940,1.172372109375,0.109675478515625,-0.7107538797939107,5.025341915497357,5.5358201120276105,0.6447901822450524,0.2113280010151408,0.0947541378075632,-0.8444304105614506,T_cells
+3941,0.868780625,0.135436572265625,0.716009258330331,4.475696445906923,5.076473005247366,0.3975379935321093,-0.2677216765272003,-0.073347090644128,-0.7888129863449497,T_cells
+3942,1.0053953125,0.113062431640625,0.8693921797458245,5.125144641911462,5.665074648775708,0.7330115108669174,-0.2033827093053729,-0.1153248446276381,-1.0241622455043191,T_cells
+3943,0.928320859375,0.144999765625,1.3041391941823106,4.499958565414516,5.10453624081304,2.1804908779489045,0.615120681584389,-0.2038331325838448,0.323544028674104,T_cells
+3944,0.680019921875,0.109675478515625,4.591992052520456,1.1739534945799754,4.923893389478978,0.1491750939397584,-0.3551882924674808,5.650903169203269,1.9910555696747496,B_cells
+3945,0.787599140625,0.175390625,0.0120498353567033,0.4361888629535511,4.989115978944729,0.4537830841898515,2.720632479657777,0.0478188973713906,-0.3436404132143408,Other cells
+3946,1.4335978125,0.6547042578125,3.703446253453844,0.8667573219047651,4.988685337557887,5.443958068309537,0.1383051993176301,-0.4895552913132923,4.284652300980665,Monocytes
+3947,1.300196640625,0.463523828125,4.01601159881756,0.0564874844059872,4.998007578587046,5.334454824266945,0.7801535565302812,-0.4538891064490461,4.208270945608177,Monocytes
+3948,0.8219284375,0.118650576171875,0.826897129972203,5.363740225898782,5.641158795806781,0.7141771431574867,-0.3858860020101052,-0.2479062221596367,-1.548815518449568,T_cells
+3949,0.865660625,0.105417158203125,4.01274517581171,-0.4661821622185451,4.618900135305301,0.8180607879008808,0.5710585232289621,5.513157463427242,2.011597921682264,B_cells
+3950,1.030694921875,0.137488310546875,1.5496932427509895,4.764037529240949,5.059175613090232,0.7148413495098348,0.2926337255482829,0.2565051989687253,-0.0699257319077442,T_cells
+3951,0.944801015625,0.13662716796875,0.8320296075422804,4.454956927401759,5.312998798082695,-0.3281964993340099,-0.4277275330670167,-0.1723314982310905,-0.2658447533681543,T_cells
+3952,0.940994453125,0.11337689453125,0.8782864014655017,5.381735747392783,5.656322344589869,0.1333281644300381,-0.3805442992483736,0.3119903102456787,0.5103822852159418,T_cells
+3953,0.815306875,0.131327685546875,2.04491734708104,4.135084560516691,5.298825094520746,0.4272000584074014,-0.0327233296553029,-0.3493728772937785,-0.3729955885703047,T_cells
+3954,1.108793984375,0.0773510888671875,-0.0109331306161693,4.514186466797585,5.630673559435828,1.5386863919609273,-0.0698484975749912,0.5442312236480212,0.8586203480126593,T_cells
+3955,0.99186046875,0.33800984375,0.3659742316693793,3.825498124991544,4.39531314845825,1.0346504139200872,3.5792959711544503,0.8640359289629103,0.1171004533487709,Other cells
+3956,0.700386171875,0.091260205078125,4.629059031461479,1.299873733326796,4.751281351436217,0.1323869836071353,-0.1354045640815679,5.130467220621809,-0.8916529992880339,B_cells
+3957,0.77472984375,0.08976595703125,4.387731301604439,1.4466209856290742,4.80691995931952,-0.0818383270069408,0.0228758810409321,5.613326530466579,1.9674172744628844,B_cells
+3958,0.8661671875,0.10043033203125,0.4999288417520607,4.779904807182589,5.353165956794204,0.5584649789495124,0.010680439345869,-0.2171674426577183,0.3567775039257809,T_cells
+3959,0.697943828125,0.124808193359375,0.4898506034353148,5.324277274226124,5.415995887218531,0.6246825584812092,0.0290027913277871,-0.0051711914715776,0.688250445186061,T_cells
+3960,0.863153984375,0.1806396875,1.0166595757437236,3.95319570932277,5.021646542865504,0.8332985326771867,3.33714201044502,0.8532125939290318,0.0830049907851806,Other cells
+3961,0.868940625,0.119589130859375,-0.6985563112600266,5.357948980816564,5.558190503679773,0.1578277103225698,-0.1728665708104378,-0.6470149910947647,-1.0466719019613944,T_cells
+3962,1.1274146875,0.0839023828125,0.4927692807698476,4.632020159059117,5.400516677452635,0.4606317175419412,-0.3350645256976807,-0.1906419103392114,-0.9323682720463892,T_cells
+3963,0.87338703125,0.09693775390625,4.726608438478412,1.376044631337772,5.070751386531756,0.8783517320130321,-0.5929670045073029,5.514007170414573,-0.0098678986152377,B_cells
+3964,0.741008515625,0.149429697265625,4.586730130518159,1.1435054870312116,5.224814136504297,0.7312177820998585,0.3274442049931902,5.870583528322354,1.4231672777235695,B_cells
+3965,0.814624609375,0.08243693359375,1.0565748532410577,4.184023401681063,4.896829297901164,0.6430070312658448,0.0209088230859262,0.2611174774839351,0.4756784706815875,T_cells
+3966,0.975096875,0.076183291015625,0.7260745455668333,4.827642644287246,5.514133625590717,0.4103763210782966,0.1346864939488513,0.0403028171368458,0.1704064098934532,T_cells
+3967,0.7484546875,0.1852742578125,3.8674232378006335,1.6059807201093184,5.1746929116494975,0.9518144087534764,0.3676550681374408,3.824756529493729,1.195149020213596,B_cells
+3968,1.155707265625,0.24696666015625,4.839548477212114,1.4106930997138056,4.679505476865584,1.780479769284638,-0.0230713797883585,-0.9557863190269,4.810167826134833,Monocytes
+3969,0.793455390625,0.0796038623046875,5.226501956293318,1.7111594097879028,4.935172930013763,-0.1772161631071729,0.14001681098971,5.688528386074915,1.5707727351108514,B_cells
+3970,0.96705140625,0.1226268359375,1.1635260245459085,4.666243725511592,5.251934989902151,1.0884455711463938,0.0796498563114465,-0.0548937229691998,0.978949992081572,T_cells
+3971,0.92936171875,0.129504580078125,1.0698371103022095,4.2582814569583975,5.304944295114309,0.7292858092928074,-0.1621043598245815,-0.1497023322542153,0.7447313908736461,T_cells
+3972,3.228560625,0.5063141015625,5.988521820957134,-2.1504542948766345,6.031970168595829,1.828451259140102,0.9684074814054572,7.1879163967069015,-2.3622498372248355,Monocytes
+3973,1.002249453125,0.121465634765625,1.3944022647833274,4.345926485705555,5.5788622323931145,0.4495008406064168,0.2098036291081563,0.1695176387873238,1.1211838234049598,T_cells
+3974,0.84270484375,0.109004560546875,0.0609914066721362,5.039991126158254,5.176684170974637,1.197531881496864,0.0166922757403521,-0.1974938786404364,-0.4602174849769208,T_cells
+3975,1.02339140625,0.10466583984375,0.5319738824691032,3.993181934611816,4.890919165275841,0.976718396436472,-0.0309821750324559,0.1970109609239914,0.1894013937027482,T_cells
+3976,1.011243359375,0.298189609375,5.758319445875685,2.0566184206201723,5.368473039815864,4.287592168131723,-0.6182029269211603,0.4337334056397551,5.093882251855817,Monocytes
+3977,0.9913596875,0.69058078125,3.816830182694286,-0.6908326159744509,4.483997990249204,5.48329638888138,0.9881723681941084,0.7765588586571335,4.217622372731404,Monocytes
+3978,1.00865484375,0.117883642578125,5.024560698175231,0.829807070587148,4.814465569711421,0.2719112625413359,-0.0529475750567741,5.796043767191544,0.6248441751882172,B_cells
+3979,0.5097046875,0.09664849609375,3.902035456226727,1.6714235990682142,4.999199806132368,0.1834669424648326,-0.1280626059535309,5.903674693146024,1.0326346060591671,B_cells
+3980,1.0662378125,0.113630732421875,0.1998953497800318,4.472002720410153,5.588244319089272,0.1989601281758308,-0.506859864390659,0.5238453552832703,-0.5557266932824033,T_cells
+3981,0.800430390625,0.133602060546875,0.9217420426402736,5.357344935197557,5.326816217952927,0.706396769731645,0.0605847963622608,0.071539431576992,0.5127803875565333,T_cells
+3982,0.911743359375,0.137235068359375,4.384519830020294,2.0158990536502306,4.830810896069989,0.8465915318856565,0.0374234780943093,5.6816557916726325,0.355106470821488,B_cells
+3983,0.690852421875,0.17313064453125,5.761829541031309,1.4190434484605896,5.112636175811651,0.2304908277347886,0.2497619339885812,5.409655548512414,1.921002923995225,B_cells
+3984,0.79091796875,0.17341990234375,0.3923802068177046,-0.8985698561050469,4.951890618053709,0.3967736179975267,2.461518260416907,0.3252510841588931,0.7739782938124531,Other cells
+3985,0.789360546875,0.10273171875,-0.8097894052297574,4.8056447650884735,5.28020022246695,0.1855603338358228,0.1031150840305077,-0.0572311337281998,-0.0252785194190207,T_cells
+3986,0.71062609375,0.10031451171875,4.151171168152295,1.731567672310946,4.855632572519247,0.7409285099621075,0.0353016408878582,5.320265281806286,1.2658342105922162,B_cells
+3987,1.24874078125,0.4532423828125,3.4227263608052847,-0.6598076934508916,4.507671866064264,4.528580642242204,2.8672292904179995,-0.5999213219318204,3.0359258954969306,Monocytes
+3988,1.12532546875,0.138456875,-0.994257445065583,5.022604127260426,5.218699463641083,0.3555095077892816,-0.4508847649028991,0.1848425195264083,0.964236041755284,T_cells
+3989,0.8376390625,0.102608095703125,4.581075586756663,1.1098791306197269,4.8811187169401125,-0.1521354609838309,0.6455655975167982,5.586051277232328,0.030833314652772,B_cells
+3990,0.935093515625,0.098425400390625,0.7625861084419531,5.461337042756827,5.116104932822062,0.5936249683190005,-0.0562222485439201,-0.181256616356339,0.7339697637268991,T_cells
+3991,0.933529921875,0.09038345703125,-1.4166565578172388,5.381141468287868,5.2883821580250805,0.3194636287236947,-0.2501643059114822,1.0031826263956984,0.1993001927205156,T_cells
+3992,0.8348378125,0.10690541015625,4.908644546536397,0.2972298426647473,5.280523723611934,0.5563383767118677,0.065383584313681,5.636271812411134,2.5961677580139213,B_cells
+3993,0.582051640625,0.148355517578125,0.7615872970456187,3.953388818059978,5.384123474310012,1.6612522990545189,0.2935891231292583,0.0214299443044148,1.0289374645322842,T_cells
+3994,0.972830625,0.14169740234375,1.2620995675538604,4.507315537042988,5.319869294606093,0.7795097116739378,1.338202973321016,0.1348215391494874,-1.4049946618862292,T_cells
+3995,1.57633015625,0.4094288671875,4.158889202575472,1.1382060553386917,4.10860354869184,5.194795385861109,1.002922054431767,-0.1380884315459127,3.1289212997301776,Monocytes
+3996,0.71162640625,0.1068316015625,4.941292620306513,-0.748878880623855,4.944285209620344,0.5443125128780668,0.3429025621124151,5.424574705492463,1.0569325621450094,B_cells
+3997,0.72413859375,0.109362822265625,4.782517947268247,2.227363589195894,5.027436088573545,0.5996711535748027,0.2630649370606267,5.8763934480231566,0.3270133273161996,B_cells
+3998,1.15694015625,0.0809534912109375,-0.9655956728390722,4.775820087511595,5.276107638355653,0.8870444890246322,0.1186470605898007,0.6407238706682645,-0.3694623113311776,T_cells
+3999,0.768961875,0.074558818359375,-0.4013433156622831,4.889655680931386,5.265037641905232,1.401131087080586,0.0948614527701724,0.3743907024284648,-0.4576683147513219,T_cells
+4000,0.8594040625,0.123541376953125,1.263559663411413,4.722438690052248,5.638942826555171,0.0215342444251646,0.0042911543280691,-0.2048704670112479,-0.7008512899273439,T_cells
+4001,0.963435,0.097942919921875,4.4331939839142604,1.8567511591318453,5.009684600781397,0.2824819728619798,0.391856858961828,5.791962285609319,1.8957210928052988,B_cells
+4002,0.6245403125,0.105508984375,0.7376121854160115,5.2711669303932185,5.042715230336249,1.4887296071531768,0.1391112530697926,-0.1174771233439265,-1.0409446172488364,T_cells
+4003,0.849491015625,0.25087025390625,3.829050556169389,1.2591064899615143,5.336669411514774,1.9877974733617256,0.1008252687644435,0.0094913588733633,5.093731893720406,Monocytes
+4004,0.974146953125,0.138688515625,2.319840213735619,4.745188190313812,5.3129167162508,0.2159871386862064,0.5188925499660455,-0.3933000609705556,-0.089840955210981,T_cells
+4005,0.76450828125,0.09587017578125,5.166502591295321,1.7686816987752565,5.052900431871279,0.3974179743580831,-0.2548207208374306,5.827468744340098,-0.6730824087899666,B_cells
+4006,0.83159921875,0.1435733203125,0.5688219476349897,4.94027927245117,5.563951051480215,0.7602167860973948,0.0030021954631134,0.2508726655399804,0.4149569266637435,T_cells
+4007,1.009816171875,0.10368587890625,0.9800756222232544,5.315950050993261,5.4573163623607845,0.7312417799527934,0.1873915276783174,0.3125914812091589,-0.5489187554338923,T_cells
+4008,1.037756875,0.14334228515625,4.34481233488548,1.0598124345576887,5.1600583623788925,1.3508186606883323,-0.1436024113807216,5.517915567932076,1.095891452034007,B_cells
+4009,0.976490859375,0.126240634765625,5.090553601045282,1.4312101407283833,5.41825320465164,0.9112058103106736,-0.3329737589036847,5.368479860090548,1.8559178534615564,B_cells
+4010,1.15787453125,0.109008759765625,-0.3832159678618151,4.902260701670071,5.344361326506848,0.2398786095642767,0.2673124345759381,-0.2470225514322053,-0.9212530527100424,T_cells
+4011,0.98401,0.138919541015625,0.8731602983116995,4.567042009232205,5.365140604756537,0.4872226693716889,0.030514338318481,0.1009727720547564,-1.275013035403974,T_cells
+4012,1.03685453125,0.11032837890625,3.069368799395696,5.03475343106774,5.578496488794503,0.7606531282466189,-0.6873995732264608,0.0881664976946694,-0.5007073666038465,T_cells
+4013,0.83170875,0.0705783544921875,0.1778383986479095,4.308764233044963,4.7294746630297135,0.6661815615746685,0.08229778986519,-0.1394118898837257,0.7052674222301613,T_cells
+4014,0.70118328125,0.129356943359375,-1.0475190742888711,4.723231555571397,5.480120888978281,1.300616723259616,0.4315896635072154,0.6407577358590484,-0.1538575349828209,T_cells
+4015,1.13627515625,0.13741208984375,1.516700560831128,5.062137736458799,5.5626681414661325,0.8245263418623563,0.34055125222246,-0.1125537184029893,-1.4011529209500475,T_cells
+4016,0.6060158984375,0.09145943359375,-0.644110533471757,5.460608058989685,5.514336102120026,0.4173834473547479,-0.8681370673187108,0.884813016283921,-0.1930886955897633,T_cells
+4017,0.933229375,0.099700615234375,-0.3614922533562609,4.791929125310678,5.48605383567897,0.662196196762537,0.336315545441368,-0.6666945953387224,-1.2817653774410338,T_cells
+4018,0.9650321875,0.1655801953125,-0.5410915366801223,0.6070893926111195,4.7403905897021,0.3373056729811511,3.853201564931142,-1.1854662623670953,1.359243313349251,Other cells
+4019,0.867895625,0.08407580078125,-0.6619003353844928,4.749586716903838,5.283723341634681,0.6516970197660183,-0.2934986971435045,0.1435967444932649,0.7041271084455311,T_cells
+4020,1.064121484375,0.142550751953125,-0.4216771440093339,4.855266126619506,5.371358469040466,1.467783977920801,-0.1135015565832843,0.1783009566470793,1.1932182703727925,T_cells
+4021,0.6232771875,0.161403486328125,0.7907782203271323,4.454051596360249,5.402473184203155,0.809445145582086,2.343447358066352,-0.6065581267557373,0.3614507947231205,T_cells
+4022,1.3872,0.4064344140625,5.429889724253984,-1.6386724206565315,5.4309555725223255,5.601239089273365,-0.237800424644313,-0.1439093286976876,4.944645378590329,Monocytes
+4023,2.30376046875,0.23287572265625,-0.9651135968211284,6.281910799464551,6.132141340135603,1.4456795425591396,-0.448380582956874,0.2502033034468712,1.766099049269011,T_cells
+4024,0.687545703125,0.113183662109375,1.1157702269971588,4.88655099535695,4.998978109796577,1.335135759390594,0.2488705107314141,-0.5772134548164314,0.0892326172033813,T_cells
+4025,0.637566484375,0.120522880859375,-0.2967785635574482,0.1482026424631023,3.521864794007444,1.298582436867631,2.8488328301944703,0.1279960538125095,0.9230029594463444,Other cells
+4026,0.768396328125,0.089077041015625,4.679922782671435,0.6286910495511278,4.804754909410615,0.334529547530652,0.0450023403406172,5.820165013730399,1.479536463272773,B_cells
+4027,0.80949171875,0.14773201171875,0.4406202013416128,4.673584956771681,5.47143465052879,0.4419297646449273,-0.0858066196183177,0.5717725095201442,0.0405284776830989,T_cells
+4028,1.5404046875,0.4774405859375,0.7344604119505824,0.1223501330053015,4.962010945206785,5.182919435895261,0.115262329653031,0.0063641073220383,2.4160363497443846,Monocytes
+4029,0.8841290625,0.121403828125,5.6885115959201125,2.08267405817765,5.092879058555598,0.3567668545462331,-0.725325492652356,5.951399764799885,-1.1755882230526096,B_cells
+4030,0.86495171875,0.09370201171875,5.42187601178945,-1.499658304610225,4.914810396086628,0.3005662546699114,-0.334904761668131,5.789147842739938,1.2072469870925695,B_cells
+4031,0.85415,0.074297177734375,0.676980822280941,4.467547559218258,5.146842380940459,0.8765507544424698,0.5984911938488855,0.0540074996384767,-0.0351597982208289,T_cells
+4032,1.15057859375,0.12283986328125,3.401560807808292,4.129413392470108,5.588433061854034,0.8411235244557447,-0.1214207446092663,-0.0930121390514014,0.5880592815368122,T_cells
+4033,0.831328828125,0.124676767578125,0.9736542194587312,6.070513301037873,5.632879815549105,0.4895827037646738,0.0844448582665395,-0.434937068923818,0.001262521702269,T_cells
+4034,0.858310703125,0.1376839453125,5.330623695963413,1.502753506611691,5.668728917687994,1.2074596271675844,-0.4289611801902526,5.812518339101054,1.7270499715039267,B_cells
+4035,0.900186328125,0.12306490234375,3.1994838473479263,3.817355544620389,5.209985546019105,1.0798705826302184,-0.065991922154739,0.3086657116549443,-0.7116092328640751,T_cells
+4036,0.962844375,0.117102314453125,0.7567848333831139,4.929306409062836,5.821738064482013,0.6366461065191772,0.0481770332263817,0.2181276506945445,0.3493331815246343,T_cells
+4037,1.210458984375,0.127637060546875,0.9222591101334212,4.724000892677495,5.732891681180781,0.7018243614155134,-0.1936331432435269,-0.1220232908904137,1.1271571498985269,T_cells
+4038,1.248213046875,0.5072087109375,2.3191852880779145,1.8398760534086545,4.274075714760346,5.055421641324568,0.0191330261495873,0.4750145799491275,3.1430666091292965,Monocytes
+4039,0.79756359375,0.120461669921875,4.251866141946746,0.4945931081658426,4.940688184261146,0.8556421172117128,-0.3762176718479089,6.069166933411058,-1.573553692974588,B_cells
+4040,0.643268671875,0.161884775390625,0.4801581590389358,4.942819331591244,5.139102009100434,1.3001234153459893,0.4006457644540523,0.4369529960086878,1.3029354415777816,T_cells
+4041,0.962674296875,0.117069306640625,-0.4756088473768818,4.28294220527627,5.296684319004572,0.403724518221053,-0.0288731506457583,0.9643084151848276,-0.0061563389633501,T_cells
+4042,1.01347140625,0.11525759765625,-0.5263244357251761,4.188287894110601,5.289373232910185,0.1249634536533339,0.417734862983021,-0.4498406519034633,1.3409381154078164,T_cells
+4043,0.8637340625,0.110783857421875,5.130142465957755,0.7967361871216546,5.194001510176942,0.4840004208944447,-0.7801704397975344,5.618014708987335,0.9784134876528016,B_cells
+4044,0.993203671875,0.11447927734375,-0.0416338807434354,4.44366465574857,5.815152934151072,-0.1378962363564703,0.0470142226173803,0.4699056778888142,0.4306862947440951,T_cells
+4045,1.258739921875,0.22081990234375,1.4911788583449488,5.41161990010524,5.941038676259798,1.1589314076429815,-0.2375362990425914,-0.1809633372062933,-1.1520718029651889,T_cells
+4046,1.017123359375,0.118246103515625,1.1545211164812068,5.273027424206992,5.589150712831073,0.4615373171535676,-0.1718571827381717,-0.1095414544998145,0.9750345621770374,T_cells
+4047,1.799713125,0.2178253125,4.885685833630676,0.90182732096199,5.5018110198400665,0.6942828926700615,-0.567234251002263,6.655424380231247,-2.151240765206995,B_cells
+4048,1.09238125,0.119828564453125,-0.5568929846392389,4.541648660594267,5.665596554732703,0.7196670005182351,0.327107467403355,0.0874590955574011,-0.7045895798283062,T_cells
+4049,0.719914921875,0.18069669921875,0.2440414707817136,0.1816628300136355,4.318941055881892,0.8235095766130285,3.650534765912047,1.4089094929754302,0.4135113439373153,Other cells
+4050,0.8499215625,0.106314912109375,6.045678254534056,-1.7722773012518502,5.305879842298904,0.3554770168029256,0.9790182601798412,5.486363341654212,2.2901621918405093,B_cells
+4051,0.887415390625,0.1498395703125,4.308589740027342,1.359818665997996,5.147091284865702,-0.0863637906236817,0.1328906875628424,5.693514778091441,0.915003964380536,B_cells
+4052,1.575560625,0.4473009375,3.702909799055265,1.0071820763975523,4.78943202200192,5.235319801175158,0.3547216418156458,0.5863341355106161,3.113343309761015,Monocytes
+4053,0.86488015625,0.145244599609375,0.85661352622874,4.279936643558438,4.826870828340844,0.815443855957343,0.1390855210270218,0.6456509763801882,1.1781429242238606,T_cells
+4054,1.727744375,0.692183828125,5.092323279970338,1.5333426123373135,4.8226885682124845,5.3467004885417815,0.5994820689644131,0.943503419211615,4.049122516755639,Monocytes
+4055,0.8325228125,0.120666904296875,0.9678168917692412,4.902658975069421,5.654775255084735,0.2513030955548073,0.1236217581013238,-0.1638930373534636,-0.8093766919917668,T_cells
+4056,0.8524509375,0.0925990234375,4.832681279621937,-1.2675409703693823,4.703665633080727,0.1185220203336749,-0.0308054189666424,5.265120987863404,-0.4826670825182285,B_cells
+4057,0.6420289453125,0.11289681640625,0.3026388512127071,5.580381715098854,5.247901796004981,0.774424585636476,0.520826287147802,0.5172824220264547,-0.4558382129903263,T_cells
+4058,0.72725234375,0.0758226318359375,4.374091944574799,-1.1291767150253116,4.883721188526473,0.1087322479072954,0.3878935251975169,5.626733794351823,2.4073681563674243,B_cells
+4059,0.5579702734375,0.1608951953125,4.8828525971879655,0.7284380512765655,4.94153743532904,0.8128627208919664,-0.0457072722331799,5.782202910905392,-0.6815282631210572,B_cells
+4060,0.8569478125,0.25137435546875,3.062336663692601,1.0220739714749572,4.314476936982477,2.796027448323128,-0.0012305955130182,0.2816366870176809,2.808012961794982,Monocytes
+4061,1.0213015625,0.15063169921875,-0.708789491132856,5.762958893541207,5.330542341794224,1.2797272022459525,3.884129199016866,-1.029131282170884,-0.7085475436274017,Other cells
+4062,0.85753734375,0.134042529296875,0.8261981076557166,4.352845824756613,5.342583491255969,0.3252184288615056,2.248971481165793,-0.0028940720229333,-1.2538621677816002,T_cells
+4063,1.281489765625,0.24171197265625,4.863800651582141,1.0711183636515011,5.824661087359171,0.7347870878768046,-0.0158222220812814,6.585677615467216,1.4356803523577912,B_cells
+4064,1.070971484375,0.1520209375,-0.8250139513429302,5.110560812138596,5.657554922747624,0.6349299111817089,-0.6117350596713291,0.7158040643732216,-0.7003578834660459,T_cells
+4065,1.43975390625,0.438143515625,3.0902953033879896,0.4297796931221731,4.789687041503627,4.958908564811531,-0.1797920269006644,0.6321460787986299,3.1798736247482378,Monocytes
+4066,1.03187578125,0.14160619140625,0.0628310105635169,5.663624036447187,5.36868430990153,0.7132867657898814,-0.309700658919294,0.374274137389582,-0.005023076394837,T_cells
+4067,0.774346953125,0.097063173828125,1.231849746442228,4.820518207603301,5.435105384031776,0.3804758418623362,-0.0580027875101661,-0.0971942678044759,0.5316774928341761,T_cells
+4068,1.29011140625,0.098411591796875,1.960191259877466,4.183734299899731,5.440996470051834,2.159653769565109,0.7963678129471673,-0.4089448536144498,1.0247110428847184,T_cells
+4069,0.732769296875,0.16123787109375,0.4065334079343878,-0.2824318976253137,4.245806431213119,0.5199782031069915,2.989309336251341,-1.1363528869069657,-0.1013034955815239,Other cells
+4070,0.788131328125,0.091290810546875,0.7252541316213561,4.72660140890798,5.3088014141961,0.6061854546520343,0.0383751088757021,0.2780438478691647,-0.4549888139105003,T_cells
+4071,0.8094271875,0.11908263671875,1.8636662688190493,5.571863304632728,5.400324839936207,0.5613499775283142,0.2922333844963912,-0.6149603255378726,-1.324965581863264,T_cells
+4072,0.68869375,0.12617341796875,5.1740660459236345,2.2131541166014284,5.225246498100935,0.7486383743957189,-0.1378436643820685,6.0844734469033845,2.724573967136763,B_cells
+4073,1.14691640625,0.16825783203125,5.360671900188438,5.062246173944417,6.224800910187152,0.5696491513869067,-0.0549661196793344,-0.4911840243970237,0.0526423574552119,T_cells
+4074,1.047838515625,0.105033095703125,-0.2540755753317101,5.650250368583412,5.567531600768087,0.0999537939225264,-0.245677861534108,-0.3944527896213953,-1.2387421218851764,T_cells
+4075,0.95858953125,0.1072438671875,4.604980712240073,2.082632930845297,5.223838495025759,0.3260186724899735,-0.4544649112015479,5.672834530441116,-2.163665956356816,B_cells
+4076,0.799025234375,0.10301916015625,4.414623425865532,1.9017515917412329,5.162754728070644,0.8963770363655525,-0.3620597215769835,5.181906697910026,0.6328018328182468,B_cells
+4077,1.190888046875,0.3540036328125,5.780631550417518,0.0464274050040718,4.234959281414914,5.4920726372049655,1.5857433694899377,-1.0716931950455453,3.98243156312994,Monocytes
+4078,0.98181546875,0.148530146484375,1.289873768152518,4.680759860219397,5.178161140033976,0.5136694514384073,4.138897934450675,-1.456440569703764,0.7317648023278127,Other cells
+4079,0.574282421875,0.1692851953125,0.2847970972225122,-0.0945003057230195,4.300088966823887,0.5532072237264001,3.654012653884195,0.5509951327236822,0.7759555797762522,Other cells
+4080,0.63785671875,0.18717658203125,1.9314253128729488,4.491589697241464,5.303002097985922,0.4074727558039543,1.8995507184864548,-0.0742606054218634,-1.4450056302876442,T_cells
+4081,0.784728359375,0.0741999609375,5.459232654663051,0.5682424278183262,4.559975031550792,0.6824346723696006,-0.241558135026733,5.067148636904184,0.7876383877166138,B_cells
+4082,2.077925,0.21186951171875,0.3568414776475168,5.405353750773686,5.983092619404852,1.4746436453966796,-0.1851232403622368,1.0362871641435938,-1.270334014474911,T_cells
+4083,0.29299736328125,0.0269852954101562,1.819871659012606,6.583251190808872,1.0700884916304478,1.522749959509104,0.051652322601343,-0.475441906939101,1.424817183542357,Other cells
+4084,0.87021671875,0.098875478515625,0.471829273302585,4.807599095917131,5.366575568495953,0.8467057589245347,-0.7287080535090498,0.1291641880085223,-0.7539046770730824,T_cells
+4085,0.86404890625,0.110537822265625,5.332658570770799,0.0406994855226887,4.875369787766775,0.6097807661255124,-0.2201540576510333,5.427826304447976,-0.8441832715972089,B_cells
+4086,0.71892171875,0.0892720703125,5.844104938244408,-0.044223707462902,4.666926511227138,0.7863992461256901,-0.5378871903417537,4.7842593013115895,1.1684582676568602,B_cells
+4087,0.773118359375,0.0913640234375,5.25038472810821,1.736859912519278,4.9251886849122,-0.265712455667969,0.7187524632131272,6.209087872133319,-2.2673472994645536,B_cells
+4088,0.785135703125,0.074462802734375,5.228184301926042,2.798596410793885,4.721180282915226,-0.230963304704557,-0.2704884064132999,5.851226087080401,1.8202958783629104,B_cells
+4089,0.872542265625,0.0708243994140625,5.193964047416873,1.3771459052323256,4.951460155667178,-0.0088193977192395,-0.0060045860986943,5.345132668897406,1.4977452589452664,B_cells
+4090,0.8237415625,0.144419462890625,0.0417835201631434,4.811593162655574,5.7498218806437205,0.8579700991732091,-0.3447400254316825,0.4401585999732578,-0.2127418823371085,T_cells
+4091,0.929658984375,0.157708076171875,0.917835091706764,0.0024896000775398,4.20203070490984,0.9111905373928868,3.8735304596808993,-0.3446928909703876,1.504527074816948,Other cells
+4092,0.88969671875,0.11169361328125,-0.0600628948626507,4.875637864068254,5.620226405209644,-0.3483427060219322,0.3049441912831306,-0.1385270429813572,-0.0529459546728404,T_cells
+4093,0.8458271875,0.14667583984375,1.601722517481358,5.064954343021591,5.438641465009717,0.5573880135056701,0.0301144430353537,-0.5600231147656858,-0.4343795913265939,T_cells
+4094,1.7035896875,0.09113658203125,0.2545334953075249,5.248105264677816,5.439469952461983,1.2009365817797986,0.0777602510097643,0.0638863779857892,-0.2550101152698191,T_cells
+4095,1.100163515625,0.096672509765625,0.3770927368381049,4.357960408042721,5.237722913904349,0.5348906605674848,-0.2637900516286209,0.2309384067883873,-0.1271604014073252,T_cells
+4096,0.6427444921875,0.127528447265625,0.23293428623795,4.286048756704887,5.525984286021996,0.4428477795569139,-0.0289656363859688,0.4097992242608387,-1.115560624369011,T_cells
+4097,1.53712953125,0.69719703125,3.227235758494684,2.118358042494155,4.59215405490112,5.348730149416372,0.1084155018045143,-0.451233141171081,3.989095509147669,Monocytes
+4098,0.9596546875,0.095607333984375,3.66419662021908,1.2739237619633217,5.078060025091334,0.234085856088862,-0.1354919046121537,5.623660768745409,0.8490996407266805,B_cells
+4099,0.783298515625,0.08853935546875,5.246674709771264,-1.296894636079434,4.343127409569458,0.725084430757037,-0.0142662234118266,5.2715114247214405,0.4493826255319171,B_cells
+4100,1.6268065625,0.414971953125,2.235209034695324,0.4078092327266595,3.3565529652318755,4.152714174630863,1.3044647495533692,0.0183426686638316,1.3701746410655042,Monocytes
+4101,1.019464921875,0.0633867578125,-0.6408822979999432,4.117358676413002,4.729697803683425,0.0121647067420377,-0.962143201940072,0.2295744099189951,-0.7258065450779221,T_cells
+4102,0.923056328125,0.10007927734375,-1.1368775342342636,5.921500710142125,5.344993805860931,-0.2184324810065933,0.0190211169857587,0.0227363045870846,-0.1908677785126755,T_cells
+4103,1.072329453125,0.14085666015625,0.7506296517069236,4.500706221482856,5.634766327065332,0.6146221880434847,-0.2630010928351877,0.243140411016708,-0.703376757201623,T_cells
+4104,0.885560078125,0.124081474609375,1.471722600868178,4.623610189185833,5.415277728760851,0.5897339880750175,-0.1518153703869095,0.0704587102069938,-0.891745043347018,T_cells
+4105,0.967481640625,0.1021130078125,-0.5752010694051287,4.248026409376403,5.2424358442177965,0.2662590252691061,-0.0681855133239786,0.5872305600486748,-0.3935910433258379,T_cells
+4106,0.8399603125,0.092453798828125,4.971444993719032,1.0032427725414113,4.904444998764519,0.4904930339598967,-0.0915073983773144,5.548198103108749,1.0932303849880096,B_cells
+4107,0.75051875,0.149840166015625,1.4019185851745546,5.376326410544167,5.333101997351919,0.6750694057173036,0.3187066933432702,-0.0114975368628501,0.9578226609757686,T_cells
+4108,0.998666015625,0.12475837890625,0.5454038434767795,5.117246461123222,5.361367673306745,-0.0541059663147288,-0.0367669049474227,-0.049669284655437,-0.2663947831850916,T_cells
+4109,1.041776953125,0.109999521484375,1.0317263177320932,5.325884210538405,5.554703848192606,0.0853941905154508,-0.098424014475459,0.3978351625169914,-0.8408454892153271,T_cells
+4110,0.9207078125,0.20435947265625,0.5217254299086662,5.01081286195408,5.563172823705703,0.142773161295248,0.5171457867490419,0.3631157246415258,-1.5931081229452306,T_cells
+4111,0.813532890625,0.126202822265625,0.7363518062257317,4.316419101331233,5.55770214001524,0.6957184253712739,-0.058027148387365,0.1252985661484533,-0.0106203174971311,T_cells
+4112,0.847681015625,0.168463671875,1.8149887544636776,4.612497453893328,5.335112616524104,0.6426163686628323,3.801868459254433,-1.5561260124538598,-0.2876141949679532,Other cells
+4113,1.3393490625,0.4763148046875,1.744902865341277,1.3540465709653997,4.66741866612038,5.044270531245413,-0.0434627854974903,0.7266004423926188,2.9880756132901207,Monocytes
+4114,0.8711309375,0.10110724609375,5.3020381405622405,-1.876636591401356,4.871554017156894,-0.0147001522257793,0.622138385260929,5.892688119801381,0.735730063445751,B_cells
+4115,2.4479153125,0.289826953125,5.840328996825416,2.124019649649669,5.52728340461457,1.016208267315724,0.4722829011489983,6.591775051135074,2.057284975088599,B_cells
+4116,0.831329921875,0.1695696484375,-0.5406272099021601,0.9631365956512604,4.648329709947824,0.4638286843829639,3.4071461641013348,-0.0647840228997539,-0.2824003539966032,Other cells
+4117,0.85350171875,0.18746404296875,-0.8301216783529198,-0.2048594886534326,4.519126518119953,0.8829875210816648,4.365668122374736,0.2320429218643297,1.060947262075851,Other cells
+4118,0.996730625,0.12370041015625,1.4193545885122945,4.642355465388333,5.695445113966527,0.9430483858003792,0.2863911882566253,0.2057069595071267,1.4811215440962506,T_cells
+4119,0.968286171875,0.12481419921875,0.3681977939504565,4.587678424058596,5.618162237305998,0.5696682588878308,-0.2567559325725896,-0.0706470456625529,-0.1265067491753307,T_cells
+4120,0.89842625,0.17046201171875,0.5938227230343522,0.8922161475607568,4.389544029209155,0.5952816634907367,3.9799157584694576,-0.2129190778865177,0.6929119484332169,Other cells
+4121,1.299702265625,0.109537451171875,0.1000888576672303,4.277991308431476,5.479664877057127,1.884042542284753,0.2217226682960149,0.3827255793151216,-1.1740425061487854,T_cells
+4122,1.15220234375,0.1264506640625,0.9722034777041174,4.871545200874998,5.537196429845551,0.7263604689851225,0.0348542735608225,0.813396693798445,0.534473434823177,T_cells
+4123,0.67267140625,0.144432666015625,5.201795350474484,1.6691625272776176,5.462362852226783,0.5382001436599833,0.0294218461829327,5.282567639121872,0.8683310181929653,B_cells
+4124,0.948685625,0.082736982421875,4.926364020293381,1.0154979101692838,4.852064307446073,0.1934860900537765,0.577057087346688,5.773305047365716,0.9743219106895497,B_cells
+4125,0.952884296875,0.1199521875,-0.0729185696981988,5.3404168453966,5.8251652370340965,-0.0105135776537955,-0.6468166878091429,0.5845017170193477,-1.3008177932994718,T_cells
+4126,0.947135625,0.09312171875,1.7188248123079746,4.946065796255525,5.425339639509827,0.1571556974042394,0.0008454511020882,0.2758409368874983,-0.3254515209777513,T_cells
+4127,0.6118672265625,0.128120146484375,0.5871702192561795,5.271935028986119,5.467906149103296,0.3023916334237947,-0.1581588173005247,0.5153358042621116,1.121484164071919,T_cells
+4128,0.80553625,0.128942275390625,0.0738217624521489,4.728333967595035,5.717556325601889,0.619048189749742,0.167771768650409,0.4609666402667826,1.391994550430645,T_cells
+4129,0.828221875,0.089608125,4.750320956201555,0.5002710028811755,4.705064776455886,0.732349372186583,0.8361625226658173,5.648307466145208,-1.1558860762775576,B_cells
+4130,1.146161640625,0.1217296875,0.964581078323526,4.694022317423746,5.34617466272494,0.2549195195564416,0.259714142689014,0.0620340627114708,-1.1208340882171526,T_cells
+4131,1.16795609375,0.110130947265625,1.9260338128268697,4.873547897726864,5.409531238986147,0.4243772369542906,-0.504721685433373,0.0748790722059428,-1.0700596160077969,T_cells
+4132,0.980260078125,0.14151857421875,-0.3313850333264365,4.850547672587604,5.639062579464103,1.08252490622537,-0.0579446794219796,0.2824438398714659,-0.9032824270322216,T_cells
+4133,0.6967490625,0.17982416015625,-0.2557443450101411,5.213449224286799,5.002179657779128,0.804752118288508,0.0209967054765887,-0.241789491683523,1.237819291390936,T_cells
+4134,0.688062265625,0.100423134765625,5.048466947873011,0.2053748685623002,5.01784863842733,0.1384027717804516,-0.4067122575009453,5.766924855343614,-1.824352226576586,B_cells
+4135,0.883309921875,0.0813483544921875,0.6491904390965676,5.095313485475603,5.123068127411495,0.5466531521652364,-0.1262294097791731,0.3283113517481829,0.0985930550805121,T_cells
+4136,0.8907090625,0.113892978515625,3.868072893410405,0.9048872291088736,4.09827984189875,0.7124738198885868,0.3100836506734568,5.7744698112584265,1.198748854181662,B_cells
+4137,1.11197140625,0.13386009765625,-0.1375826599855307,4.613734780062446,5.208029509944034,0.0076302734712737,-0.2332639035558778,0.5619554327801152,-1.1627186567543637,T_cells
+4138,0.957102265625,0.131970390625,-4.3807476253135045,8.68736212296892,4.751205835037926,0.8225274118539792,-0.5629572491857855,1.868994287878396,3.710013174618058,T_cells
+4139,0.791208125,0.123734013671875,1.0418187592971548,4.19781532016003,4.859864767984062,0.4256100282460502,0.1446774758012886,0.64044401004121,-0.581258719700095,T_cells
+4140,0.732805703125,0.10517171875,1.5701564975666409,5.376253323437238,5.795022604614567,0.2880671937911199,0.0702315334312967,-0.3178446933779208,-0.5783721517891083,T_cells
+4141,0.884511875,0.10722646484375,1.2604829541200957,4.919530625248781,5.624968446136211,0.8656920530140336,0.0495782678945952,-0.2785897675097369,0.3785075391809758,T_cells
+4142,0.96781234375,0.1661166796875,0.0452342358567824,4.452983507568645,5.344133285865849,0.7508008878552987,-0.0013022350036724,0.494415329079725,-0.3919146110311519,T_cells
+4143,0.8168303125,0.12687673828125,1.772534330849826,5.294725142949014,5.244327915542725,0.5000193794000478,0.1130596565641718,-0.4421697191359189,1.6014904278585846,T_cells
+4144,0.806593203125,0.140717451171875,-0.6629380675984868,5.019996410369784,5.735008380895754,0.3871797196026905,0.3448933419143672,0.5459859911455136,-0.0348427718139419,T_cells
+4145,0.739046953125,0.087201728515625,4.2079138091080965,-1.9125123275865648,5.115957063025948,-0.0179717978635981,0.2540521527681899,5.3800029167500325,0.4296544793899227,B_cells
+4146,1.155608828125,0.140601025390625,1.7994711773919998,4.824973131658841,4.878462876661186,0.5450502990988539,1.4271408798112624,-0.62815989434518,0.8025682197760877,T_cells
+4147,1.17973140625,0.24861509765625,4.580126755242472,1.4357467153256391,5.383026326760128,3.710070291354808,0.2057011327772383,-0.0050429145079002,4.851753280192192,Monocytes
+4148,1.02736421875,0.12273904296875,5.391407721017645,-1.789275598138667,5.201505671571544,1.2630036435866183,-0.035561808145195,5.448378806413654,-1.4524731552373429,B_cells
+4149,0.917369375,0.12900830078125,1.122339221523657,4.847517237638844,5.525983900516857,0.7594331904261381,0.3790238593062865,0.5815333031253258,0.9718906771351632,T_cells
+4150,0.9996421875,0.137356279296875,0.054908846633383,5.227128979822683,5.266777221061041,0.5570045690720623,-0.1226993549557335,0.2342643908922754,-0.6275218664906448,T_cells
+4151,0.81450921875,0.1338391015625,-1.293289180667408,6.09043479188921,5.597401722867169,0.3511843403023935,3.774461730068006,-0.9387735186226348,1.0655004145798264,Other cells
+4152,1.117987734375,0.126975751953125,0.3565920161854358,5.150800104324866,4.977774597919278,0.2951476796475856,0.2644713646761696,0.0521742118262176,0.0702687349282555,T_cells
+4153,0.892626171875,0.118300703125,2.4986610794175634,4.353325338017242,5.332768967956119,0.56802554889822,-0.1557765699269309,-0.8057479359534615,-0.2747036572676902,T_cells
+4154,0.655449140625,0.107223466796875,-0.4673787466378499,4.977726599418959,5.207715182495354,0.2099732002333661,-0.186059369264979,0.058099624465684,0.3167873726651796,T_cells
+4155,1.44712859375,0.4639207421875,2.6558582880203634,0.8707878165038092,4.596146860159823,4.90436091626804,0.160240762850719,0.5801572154729228,2.9131396139163943,Monocytes
+4156,0.828888046875,0.064859404296875,4.981095066122361,-1.9719847016413847,4.538672776028716,0.7109706144345351,0.6813019040281819,5.508678324087961,-0.6059266705689202,B_cells
+4157,0.57092515625,0.1301034765625,-0.5712479245315268,4.480908036711787,5.385798920902571,0.8704357111905695,0.2111171948449156,0.2132873839939061,-0.5432878901542297,T_cells
+4158,0.7873028125,0.112848798828125,4.253069888269034,-1.020398379173788,5.127032810593452,1.4775167581639168,0.3682350353053469,4.757513198311467,2.326717504580904,B_cells
+4159,1.156319375,0.117387958984375,0.885634279479697,4.660004835873767,5.684158873265579,1.1851733671658238,0.1039466884710376,0.3292663059376169,0.657759367831556,T_cells
+4160,0.9418784375,0.10901896484375,0.3204632488107625,4.357942359552464,5.51447265807604,0.4053648383788453,-0.6075415307046401,0.2113044851039706,-0.5485000451542482,T_cells
+4161,0.742716328125,0.1489412109375,1.5188150493397858,4.6202783307906135,5.568185541337532,1.3326504351712751,0.2338808386985293,0.2887555975458729,0.5515162141588317,T_cells
+4162,1.183284453125,0.10920439453125,0.9969554334384564,5.061305500129071,5.518267495404681,0.1249750129795499,0.4208009786868294,-0.5599608392839909,0.9685048515584592,T_cells
+4163,1.7268090625,0.3404248046875,3.9549763340764144,2.542211999556666,5.372326849753946,0.6884493484619686,-1.7651395409373705,5.952537532134038,1.4745064724141326,B_cells
+4164,2.45165375,0.2794451171875,6.062549173922014,2.734246771091214,5.961800405343966,1.4536453511974818,1.1100405334936074,6.761133743632484,-0.2587978873941103,B_cells
+4165,1.8358209375,0.663508046875,3.118752827297951,1.1733659179734324,4.504600854712126,5.173033963115789,0.116114733901105,0.5319706090638804,3.362518182557424,Monocytes
+4166,1.75513015625,0.1971443359375,6.378536332562138,0.7462100405997244,5.570935657159581,0.7287598278750156,-0.5074753243662714,6.32177101526088,2.046158948775221,B_cells
+4167,1.158656484375,0.1398473046875,0.4171477540676376,4.155074196255562,5.719317098547721,0.6142903494208022,-0.1676135088833621,1.5226932878161274,0.3076003705975575,T_cells
+4168,0.91001328125,0.0728779443359375,1.006265385154053,3.7566079470282863,4.501085553905984,0.1834982714852322,0.0250748309398589,0.3064690737451267,-0.184752988477463,T_cells
+4169,1.39464484375,0.43686203125,3.76951589300768,-0.5740360846006771,4.605464197482235,5.151086544323352,-0.1848222889232944,-0.1297335883864824,2.76339473900723,Monocytes
+4170,0.87620203125,0.149138056640625,0.6238682027446031,-0.2521034300335132,4.804904488981254,0.1379405411629198,2.9138536991535755,1.0142574438674488,1.2070903496181653,Other cells
+4171,0.677213984375,0.154282705078125,1.1870929681709936,5.126952108631175,5.312571787068235,0.5228511833860355,0.065287632537249,0.2320598581213192,-0.4823411299549569,T_cells
+4172,0.6246317578125,0.0942955078125,4.046265877175838,0.6018205619038666,5.007790554243179,0.0531101893095951,0.6201388729032048,5.67298449182436,2.085899649394728,B_cells
+4173,1.040866484375,0.153682607421875,0.8025693102910845,4.555298470357217,5.405238826765711,0.2463352127422571,0.9802785522588724,-0.0166205574698076,-0.6217864228588031,T_cells
+4174,1.0089190625,0.128388994140625,-0.0477895521472435,5.249465230895612,5.371872407638082,0.5330536181723928,-0.014553810370094,0.259501392866699,-1.5803937813131304,T_cells
+4175,0.83259109375,0.153336943359375,0.5202417039621169,4.37133526463285,5.504964634008235,0.205142723284177,0.0312924856900585,0.1812695039623824,-0.5932211222491807,T_cells
+4176,0.7859653125,0.100922412109375,4.991873477398012,0.4374320070757889,5.434783720841739,0.3924293999746759,-0.3517286430981289,5.954031420376974,-1.4195945776312515,B_cells
+4177,0.76829703125,0.0691249169921875,3.5263951735824133,-0.1498166267316348,4.662826709805225,0.7185612365686532,0.5395001605427261,5.825515253682451,2.039492403505826,B_cells
+4178,0.97059765625,0.1201208203125,0.8091003149482514,3.867092219342441,5.6362829455961405,0.1360915467108137,0.1814826202112701,0.0411617693873319,-0.7397613389134257,T_cells
+4179,0.786613125,0.16659015625,1.3332406720696464,4.973581354622032,5.858001797108495,0.6935346005390103,-0.0948507180502607,-0.0006320065529125,0.1735473280895359,T_cells
+4180,0.92852265625,0.604316953125,4.058198920926763,0.0494341046898851,4.809016803302444,5.335335534936651,1.3161620525134317,-0.5871885307748348,3.8244489348161066,Monocytes
+4181,1.232657109375,0.169717265625,5.116035295432939,1.7245779504957135,5.831975696442528,1.0989472427903786,0.1681152319851456,5.063811487458231,-0.709239906959414,B_cells
+4182,0.85357484375,0.11169900390625,0.1011331913613399,4.39909164913256,5.576812835650502,0.5125038465824647,-0.1069706782096669,-0.3844583353997248,0.8975365562820278,T_cells
+4183,0.698333125,0.1176633984375,2.047721992027905,4.575044292911252,5.429902431616074,1.3188632163792435,0.1826856071408162,0.1636809075388707,-1.1831096774902918,T_cells
+4184,0.981823515625,0.128143544921875,1.108464388455822,5.026489378004295,5.5714135252508,0.8290943078755783,-0.4408669470331844,0.8932878103094701,-1.436296408091407,T_cells
+4185,1.36287140625,0.148104677734375,1.4642572981899398,4.638788416887221,5.378744663723429,0.735076288205153,-0.0956846658010178,-0.0766908850769294,0.0839788935763436,T_cells
+4186,0.87345328125,0.17475091796875,0.2524177505592956,3.952039807171563,5.275975203788826,0.700974457994843,2.637263608128896,0.120292447440464,-0.2287437540473469,Other cells
+4187,1.172619453125,0.151815087890625,1.0528769460050134,4.551370527738673,5.4633776836404495,0.7684570098593609,-0.2958774845465844,0.3573236208869368,0.2410262879211592,T_cells
+4188,1.228781015625,0.386736640625,3.541654991797385,0.8900777260648095,4.876820046917111,4.985854327329965,2.887113779250929,-0.1120018212924565,2.7715368940767307,Monocytes
+4189,1.187928203125,0.085732080078125,0.345976020586248,4.452266693605201,5.412127971899452,1.6654136990552535,0.3913057941837094,0.078959977413914,0.9223532609440112,T_cells
+4190,1.052738828125,0.119874169921875,0.9858171363064138,4.733341939672568,5.672998707464536,0.917508197896214,0.0599996237060163,-0.3335074967569446,1.6589755755042166,T_cells
+4191,0.5871340625,0.19469912109375,0.3760559056616776,0.7178374569360425,3.482689035942024,1.8076751268753628,6.234129291389685,-1.2784837105175688,0.0929733305732742,Other cells
+4192,0.719190546875,0.1714185546875,0.8131013439786275,4.880506301140444,4.9668074525887,0.6394486058783115,-0.3414339478055606,0.5566344087862668,0.9164752867340904,T_cells
+4193,0.83431390625,0.104127548828125,4.43613764192589,-2.064844294982136,5.134713212670646,0.8926360019421956,-0.5961831391821069,5.242070040103116,0.1108365249038903,B_cells
+4194,1.09296640625,0.12244859375,0.3638665097270252,-1.3645186159524518,3.4323386534612976,0.4356803778844193,6.007923957464075,-0.7867752432334302,1.998382157742939,Other cells
+4195,0.925384609375,0.091279404296875,-0.7619075656259786,5.036685101108663,5.351941494111993,0.3218914738676812,-0.440502388492234,0.7423860922990877,0.8985209699348545,T_cells
+4196,0.93823640625,0.146844462890625,4.019745675741546,0.55608493882183,4.356504065799328,0.5936014016832626,-0.5381528333062016,3.523794738621405,0.7984080482234198,B_cells
+4197,0.862118671875,0.15738283203125,0.3300679649379356,4.097734151750563,5.275267021482144,1.1206785465438671,-0.254067538944111,0.8432719281939376,-0.4716855946135014,T_cells
+4198,0.917619921875,0.1892115234375,4.759716171711844,-1.6201062630325636,5.522689901281316,0.6496002641346768,-0.0275482034979557,5.001626600534318,-1.2101291391594493,B_cells
+4199,0.90920671875,0.0678713037109375,5.339733272179369,0.8125600489997112,4.311088787980474,0.4407855502543226,0.3147740343958484,5.559947868789995,-0.8816880599823089,B_cells
+4200,0.852511875,0.1785489453125,3.098653258826201,4.9149092506142456,5.706694865433889,1.2759890107668974,-0.3566607730499984,-0.2434096012975324,-0.4400428107663234,T_cells
+4201,0.734869140625,0.151184990234375,-0.5729779093652936,4.530476417696962,5.181316746195996,0.3988937418610073,0.0745386097477935,0.1714556821694318,0.6816321043213404,T_cells
+4202,0.77616390625,0.09152365234375,0.5827859476241509,4.783563992114268,4.786974695636016,2.121461655400428,0.1072959253709144,-0.2546241331238931,0.5434060557426902,T_cells
+4203,0.8751759375,0.08751017578125,0.9882483897452438,5.111514910605118,5.232232570234604,1.1087555752957987,0.2181652493328428,0.4399705705860888,0.5466958348645101,T_cells
+4204,0.906542890625,0.123417158203125,2.093871929685338,5.441243271744257,5.499209539455378,1.4282901255877918,0.0900631580968631,-0.5634459466470724,0.0071510605351381,T_cells
+4205,0.867210546875,0.120575087890625,0.0928512514109081,4.289802456129327,5.6154897197534055,0.2312862594321379,0.1965748802986904,0.3030160705286728,0.1910658669614944,T_cells
+4206,0.898524921875,0.13688640625,1.1451296242783529,-0.2659963875757307,4.837880574879419,0.9862414528746968,3.119308335392597,-0.4265693751540847,0.5051010109666444,Other cells
+4207,1.54579625,0.5974753515625,2.357969456260179,0.7701951688624106,4.895821152627232,5.343991978326447,-0.4217398058620277,-0.1823149959840179,3.4950914378198283,Monocytes
+4208,1.124417734375,0.401745703125,2.6241436515824907,1.3629697005278,4.651125193195022,4.97444642042128,0.1063041760779019,0.9950644876591104,2.5892161776543587,Monocytes
+4209,0.801652734375,0.10505650390625,4.327815300346731,1.3800893022914775,5.623252635676578,0.1616543019464786,0.5422775328524007,6.0600743962225385,2.281102205138536,B_cells
+4210,0.806721796875,0.1442400390625,0.8399104532032111,4.780188020786967,5.241544672863541,0.3347593785104892,-0.1303431844949331,0.6970183447494107,-0.425875504416644,T_cells
+4211,0.777221484375,0.0870769140625,0.0068305447985646,5.251744126111593,5.120783535482429,0.5141870955169291,0.1102222329901448,-0.2119623746438135,-0.9221956825581564,T_cells
+4212,0.9434940625,0.135686806640625,4.721582695758625,1.2623006745748668,5.258241982432113,0.5879479476058647,0.5653068131926383,5.5676106717533775,2.166939501775889,B_cells
+4213,1.202967734375,0.128574423828125,-0.9318844949180344,5.111172590062867,5.350082726617639,0.6349224729066841,-0.3029872514458475,0.3610249019030921,-0.0922851553483709,T_cells
+4214,0.855066875,0.20074990234375,0.710860564532358,-0.1274791112179346,4.240348903700872,0.7068671660375683,4.505524387392925,-1.7748015325976378,1.127677512041533,Other cells
+4215,1.065933671875,0.100448935546875,0.3324632859361395,3.9914640077299377,5.346382940941204,0.6151742632658245,0.0446664964680546,-0.1137434678451989,-1.341911682084045,T_cells
+4216,1.190213671875,0.147873642578125,0.3639983014218463,4.415720821883681,5.863084662298274,0.7135539367154747,-0.0143323046111505,1.3505207948675035,1.5097343256180589,T_cells
+4217,1.5399490625,0.5108439453125,4.3277022733725445,1.6361672892550467,5.459512995270479,4.832347868173124,-0.4750588640299195,-0.4391422054352229,5.226693250279519,Monocytes
+4218,1.56669640625,0.509610078125,3.94477994974594,1.5218648698230646,4.891270276167716,5.403921752946359,-0.3069445017212643,0.7850364739648131,4.069555201422119,Monocytes
+4219,0.757935234375,0.094047666015625,-1.6077895929575436,5.045381131733352,5.169471040936816,-0.2137273299737825,-0.1557342193990087,0.3133142717582167,-1.3013742934114088,T_cells
+4220,1.096471796875,0.110427998046875,1.4535582003797325,4.627220171113156,5.309149272854108,-0.4390949490565872,-0.4228895974385796,0.4613640654568404,-1.1881657082756618,T_cells
+4221,1.15430359375,0.1564124609375,0.7933376878918432,4.441631013789786,5.281239270315388,0.4973692825175303,2.7423124608399583,0.5681566939565021,-0.4016853611518342,Other cells
+4222,1.009938203125,0.1463769921875,0.644232622189793,5.166273849580786,5.6040099765008335,0.2790831619162963,-0.0895284534128908,0.1382056741604364,-0.1555488740279423,T_cells
+4223,0.863356875,0.11388158203125,-0.2075250914012827,0.4930168429297977,5.0713447698115,0.8421608611102314,2.745700033180269,-0.0046939249597481,0.9523233927185494,Other cells
+4224,0.75748125,0.499533515625,2.7936712649550435,0.5122993169919481,4.758359361432078,5.179137198761853,0.4009862530090657,0.7261337450470232,2.695674438109432,Monocytes
+4225,0.7859990625,0.1487173828125,-0.5485671880344644,4.391660719972642,5.691874361255833,0.7935205267473471,-0.066005656534979,0.0851489984665757,-1.2154761571568482,T_cells
+4226,0.677453984375,0.15438771484375,1.0176291468678766,0.5340689264577373,4.589879975391383,0.8244429341082319,3.697917299047026,0.6107126660987541,-0.914257323992361,Other cells
+4227,0.8180284375,0.1244889453125,-0.2463358037298318,4.444587019063434,5.088268264494982,1.0290335940754207,-0.0144828477792698,0.3506482961189671,-0.2570671096443183,T_cells
+4228,1.50312640625,0.656095625,3.6847594787923854,2.4598081449203497,4.653694564207315,5.317062435574391,0.0190234899150828,0.2714142622109516,3.849827621351604,Monocytes
+4229,0.94272265625,0.144225625,1.1007676872847088,4.966455577141914,5.4132844712863495,0.3671534164276376,-0.3164484240550749,0.1010314697631262,-0.6456613106900446,T_cells
+4230,0.820813203125,0.093063505859375,4.3471603366554,1.3559829583255354,4.592086002056996,0.1719043159287334,0.0659804886638056,5.725857063370057,1.09467469016937,B_cells
+4231,1.10114890625,0.13577322265625,0.8603856626921229,4.276817608435621,4.979886801511662,0.5466798377385527,-0.05847709817089,0.3734462886709997,-0.7666264558852767,T_cells
+4232,1.077803828125,0.111043701171875,-0.4133471503271405,5.164792323636785,5.749902046975609,-0.0543822308290906,-0.0368948842232861,-0.0447871597728792,-0.7328082109543259,T_cells
+4233,0.80344875,0.87335453125,1.6641187727252902,1.2630549918683327,4.013507977736725,4.672215122323041,-0.1271960592531637,-0.2617366678381507,2.938484766627388,Monocytes
+4234,0.766396484375,0.10099142578125,4.705905712765895,1.9173769806219387,4.917278942013578,0.8278377254169761,-0.1993480766250704,5.487081679975251,-1.0453677233406276,B_cells
+4235,0.7443509375,0.13912357421875,5.0350902106536575,1.5267628173218109,5.289455550576944,0.8374489869546302,0.3690928058091401,5.813182169685645,2.316727093599264,B_cells
+4236,0.962632265625,0.154721982421875,0.8815462165877042,4.392397241351118,5.420352029106062,0.8331312648104041,0.5115199251613408,0.2418765652054081,-0.0461923408879772,T_cells
+4237,1.002446484375,0.60635171875,3.1278563641753987,-0.438842131650181,4.885563086442608,5.36612334671419,0.6862729198165429,0.3685885158651353,3.892621937366094,Monocytes
+4238,0.78034671875,0.089062041015625,0.4660785691457508,4.587873888888725,5.224028164145866,0.4339212279501895,-0.1426950570282668,-0.1880441656548459,1.2788210658077843,T_cells
+4239,0.851149140625,0.161468896484375,4.435916701312772,1.907528977683336,4.826923738119085,2.2302086874004425,2.455778821872569,5.6977010911596055,3.2906714956900283,B_cells
+4240,1.65838171875,0.1898896484375,5.080023124441878,2.1476640860651868,5.553439744243454,1.1625679589340845,0.7092831407306212,6.607589187851542,2.686194747738798,B_cells
+4241,1.921689375,0.5396221484375,3.362979911472313,2.2386990816097936,4.908749267507028,5.504368778982518,0.6036346472379854,-0.1550139056097342,3.5547553783344057,Monocytes
+4242,1.086986328125,0.163805693359375,-0.7129808072713476,4.903281671224699,5.259472284050888,0.0749293784526116,-0.0458742613624535,0.6481341585208631,0.6982285342095088,T_cells
+4243,0.8765403125,0.1299264453125,0.5839215423283995,3.938593294279625,5.617000577460256,0.9376316730088456,-0.2760600160129,0.0561677568486974,-0.354226188754748,T_cells
+4244,0.758935625,0.1436411328125,-0.3715280322797625,4.818392782752596,5.358743529427183,0.3268180534210227,-0.3486129864267022,0.2191232570098722,-0.771121852741518,T_cells
+4245,1.22973421875,0.448841875,2.8951259353000767,-0.0007961780605328,3.5651779374436394,4.108502034916662,1.339930317221066,0.751352846164687,1.34407322924147,Monocytes
+4246,0.858058046875,0.1790554296875,0.4613794029242897,0.1205223880411115,4.907613241476327,-0.3061260871566731,3.286505005311871,0.552414709910585,0.1133367953101737,Other cells
+4247,0.703675390625,0.110301982421875,1.872257781953392,5.1658368567337485,5.429911758317239,1.0888702747662165,-0.454390744652703,-0.3476259512637351,0.0113291939928848,T_cells
+4248,0.557704453125,0.21417869140625,0.4990765448260673,-0.2099677955911435,4.841266180466781,0.7608676794854037,3.208086023231515,-0.7912847727991138,1.01834609135763,Other cells
+4249,0.88822828125,0.081818232421875,0.7610790112556172,5.129664608439134,5.313124480063349,0.4094348395904318,0.1726607982546092,-0.0076975745922739,0.1431206253016361,T_cells
+4250,1.1117534375,0.12088353515625,-0.4085869056957301,4.283469734110628,4.887275692059525,0.9663123749229175,0.0767213474503095,0.4178839419110414,-0.1819744711193248,T_cells
+4251,0.62072109375,0.12941755859375,-0.3681943456354773,4.844985604604544,5.614675339502682,2.211700388313453,0.2407924877403509,0.681293105147132,0.0305309646078732,T_cells
+4252,1.0558378125,0.112292509765625,1.3166619443043197,4.561902996435039,5.357408758825993,-0.0602563864913141,0.1939707345854117,1.0812968689857692,-1.1714653879730617,T_cells
+4253,0.98295921875,0.17379375,0.6562989433910384,4.876746687910386,5.321031573301691,0.2238288082981221,0.6293698178868325,-0.7175685111813169,1.4118688121817924,T_cells
+4254,0.948397109375,0.11018375,4.943868170517419,1.8791828113738536,4.7412167359682735,0.0133952218832033,0.5463990146176176,5.731919722308625,-1.203369260750337,B_cells
+4255,0.7624375,0.140431201171875,2.6849444813334684,5.870746200992783,5.7041674110512215,0.642859973030615,0.1840378871375362,0.2664970920599313,-1.283595403053478,T_cells
+4256,1.169719140625,0.14052720703125,-0.6474793350829844,5.273906116050297,5.616763847143153,0.304947127435391,-0.3236475109209844,0.1160934416001629,0.0957242457175675,T_cells
+4257,0.7840371875,0.127472646484375,-0.1516558408902351,4.865393203966442,5.176816565502008,1.8936071722438488,-0.0484621315524667,0.166841453471085,-0.2744291637616665,T_cells
+4258,0.79675796875,0.157837099609375,0.1762341456180814,4.122510125130777,5.517917105489844,0.6177918889193592,-0.2213893311911824,0.1266287134268435,0.6244179955076244,T_cells
+4259,0.8861603125,0.1279965234375,0.2665199347682853,4.595962397200793,5.178549157091127,0.7262639338668583,-0.1781580988020815,-0.412824312294735,-0.7015929679596999,T_cells
+4260,1.76787796875,0.1936782421875,4.57442987795924,4.102120578574425,5.608402965968735,1.3294953085550214,-0.1205045205389459,5.19404484155871,-0.9691613411349684,B_cells
+4261,1.472889375,0.5331473828125,2.757937826332338,1.454426571274085,4.181783367673718,5.230205938192473,0.4584756388984226,-0.5393581947804904,3.536502730727753,Monocytes
+4262,0.802024453125,0.2436489453125,5.702780849237292,1.8899488878921584,5.180874692357827,0.8306123004662007,-0.7019067148518885,5.436758865957041,-1.000938654692458,B_cells
+4263,1.01973328125,0.24367306640625,2.4153398758755493,0.137426321313564,4.360198977370176,1.0643041385460963,4.6512689434078585,-1.4205407497446323,0.4713519481931897,Other cells
+4264,0.954834296875,0.158366982421875,0.487741484592895,5.105522492114828,5.317798169799294,0.4131297282572881,0.2392195234586984,0.3586188670000175,0.2111729890071542,T_cells
+4265,1.0162478125,0.10310078125,1.2290477811248497,4.601590850455708,5.303366005229115,0.6037296359918732,-0.231661673827195,0.5432135547696653,-0.9856248121258784,T_cells
+4266,0.769653671875,0.0770648388671875,5.575569445093144,2.654487196513432,4.526383608042761,0.4611983236814187,-0.0203639647778049,5.280762407278929,-1.7631703302229071,B_cells
+4267,0.817525859375,0.07819123046875,4.921160557941659,-1.4169238147473635,4.412630054393117,-0.1910656844066249,0.751774766252336,5.763529671764467,2.2321710876160004,B_cells
+4268,0.55384125,0.119668935546875,-0.6230192290010188,4.594539051875886,5.012002189720469,1.7184939804831505,-0.1257981767794205,0.4321208233549415,-0.1529234011254274,T_cells
+4269,0.890478359375,0.150625703125,1.213963207740143,4.924153375716102,5.630506487428876,0.3927801776764942,-0.0867394038640678,0.8349311808170327,-0.5929684853270134,T_cells
+4270,0.777161796875,0.1390335546875,3.8734173447964575,-0.5207325630755707,5.280692952216238,0.3022129597462849,-0.6951210501554892,5.59876920257143,-1.6123758437757711,B_cells
+4271,0.359754453125,0.24347892578125,2.9173823327299986,1.014092947608515,4.81684778313135,2.411241141401159,0.5188377217388529,-0.2708688147324045,3.752297831195861,Monocytes
+4272,1.068988671875,0.146769453125,0.9583740327303714,4.686028321229276,5.519476050459545,0.9269223965890828,0.0556678692699631,-0.126797843831165,0.2408589879232561,T_cells
+4273,1.215741796875,0.11333068359375,1.0157681271484011,4.87373508817688,5.582603312078119,0.3934780303253619,-0.1670784121259935,-0.054176812467578,-0.2276313789607297,T_cells
+4274,0.82786625,0.126531083984375,-0.7625036288823529,4.8453495793605,4.94204679509238,0.6097056526247019,-0.2349288686908411,0.2374807591706222,0.0496791251541503,T_cells
+4275,1.0231703125,0.10922240234375,1.1416474411154147,4.454943929469876,4.959425242237384,0.45364924254362,-0.0278512683089212,0.3659633119814235,0.4084768998948345,T_cells
+4276,1.023219375,0.11455369140625,-0.4303389851024398,4.458586707886624,5.477391853784704,0.0244675106238325,-0.2300744905678864,0.9597623471130264,1.250315011830045,T_cells
+4277,1.113545078125,0.11649861328125,0.914832181035652,4.691152980708449,5.25495322747458,0.4696847605829342,0.1289458043593694,-0.053322682117346,-0.4626739009928675,T_cells
+4278,0.916689921875,0.1635032421875,0.6209773822973026,3.5116851133297327,4.781553721066547,1.7361190860006686,0.4338769644784495,-0.594967595887827,0.5482222539820913,T_cells
+4279,0.906126875,0.22911654296875,0.6954866375228348,-0.4321172581456795,4.380269464556728,0.8846132219293137,5.8403015984947295,-1.1430477363761566,1.0723333148370968,Other cells
+4280,2.09359765625,0.735411171875,3.403890945560975,1.843957728344496,4.686510234946445,5.6883387963806245,1.0045630886523385,0.7442623443384611,4.1045547504257565,Monocytes
+4281,1.078163046875,0.118004267578125,-0.0040097303561833,4.481802886493377,5.254389067493963,0.7367432765166542,0.3840948710181343,0.4318696639416045,0.4394593724232959,T_cells
+4282,1.197397734375,0.114083818359375,0.1079857582359382,4.15059444739761,5.135156763054841,0.2034210118768269,-0.142215290934367,0.2325778227933532,-0.6361229895896312,T_cells
+4283,0.7699246875,0.0702231005859375,5.671353479100685,-1.5362532698183156,4.857508600035608,0.4375098498814359,-0.2796426619208008,5.399305004006363,1.82392718711545,B_cells
+4284,1.018923671875,0.32596556640625,3.989385085528681,1.1366732969741646,5.117080820563539,4.160271861964927,0.00287132436831,-0.3942019094579739,5.058834510241117,Monocytes
+4285,0.9087359375,0.1621080078125,0.7002996855162247,0.7136876593029879,4.127457978873656,0.693656085057679,4.1538259791971175,-1.0393102637076637,0.9372439646398862,Other cells
+4286,0.802676796875,0.12350837890625,3.744636700891807,1.764184262334897,5.040875562567829,-0.0843058311045727,0.1136881892502349,6.007692834909359,-1.250935006382821,B_cells
+4287,0.755683828125,0.1223009765625,5.028164408460548,-1.238331360801519,4.675405237833937,0.751654256072078,0.3639485656555521,5.735598569520349,0.6209524811458759,B_cells
+4288,0.83334625,0.11232791015625,3.9759018695663335,1.7283641246296164,4.748930417546136,0.4961686715411733,0.1691253583976937,5.642472001973532,1.579406905917885,B_cells
+4289,0.757933671875,0.11061462890625,-0.3230561120289303,5.038246502236384,5.478682867455467,0.8070891888650675,0.0145325591504555,0.5271522130193768,0.3908955254077713,T_cells
+4290,0.929194375,0.114950947265625,-0.8036729330676439,5.338324606917599,5.56548515466488,0.3064070368454888,-0.2720326287940437,0.6570170197275027,0.3323112985899881,T_cells
+4291,0.779936796875,0.117664599609375,-0.5797181007481472,5.199656196029848,5.484348333808079,0.2999442782009448,-0.3483475046449759,-0.6499460372342409,0.2074262937734832,T_cells
+4292,0.792999765625,0.115849306640625,-0.3154533443946332,4.373820180115301,4.988818031060172,0.9137034658159622,0.0164786023786823,1.0071319376328371,0.415516546547847,T_cells
+4293,0.924715625,0.130663369140625,1.0345449633778112,5.251723595952499,5.6820737820797005,0.4392738841770119,-0.4345122330318817,-0.1094985296548292,0.4871888273160587,T_cells
+4294,0.92740859375,0.3335051171875,4.732996397471851,-1.8402000887905423,5.155448559046694,3.0630853254308827,-0.8631522025415589,0.2010239449012679,5.025645076000427,Monocytes
+4295,0.704869921875,0.0712564697265625,0.0878783613206056,4.7799290753610295,4.757493409978995,0.348485244503511,-0.3735856886164508,1.7253987321047877,-0.303421086198602,T_cells
+4296,0.8284128125,0.0711688623046875,5.208018983051314,1.8387721099774867,4.593909703606907,-0.0082885905722731,-0.0007929369932244,5.704888800239993,1.829456855220169,B_cells
+4297,0.971370859375,0.144156611328125,1.1067452821069208,5.309048066968376,5.570575379845339,0.8459985989361252,0.5187008988999758,0.5220921433145627,-0.0260639057899074,T_cells
+4298,0.8139940625,0.153658603515625,-1.0480033904549215,4.810303379720819,5.4405982751962885,1.523427241080527,0.3765091257970264,0.1143513989791111,1.3781273844572974,T_cells
+4299,1.0558015625,0.276468046875,5.018932584091512,1.876065781940992,4.654488079795273,0.7632812908494455,2.5276976468315686,-0.3111375283474732,4.5304528661495365,Other cells
+4300,0.879829453125,0.125544521484375,4.351565753344668,1.859031313412845,5.294240571002089,1.1094493562015906,0.8967260656259687,4.124235235290234,1.2859629208848211,B_cells
+4301,0.816183359375,0.1547309765625,-0.0882217273672819,0.9738471580608274,4.886433368554534,0.6414851197703997,2.4818004186710665,-0.0704722927977913,-0.6789480480994174,Other cells
+4302,0.8677090625,0.14188703125,-0.3410765422493316,0.737040863941974,4.509208733620377,0.602721778576368,3.3466245372574708,0.4809877436532868,0.468476000033968,Other cells
+4303,1.6934553125,0.17679064453125,3.1724713341522106,1.1580341748636829,4.305635771662879,2.8756417164194388,0.1598903896123658,0.5581614982316812,3.719258419027966,Monocytes
+4304,0.885781171875,0.119805166015625,0.1484423751887126,4.717840401302652,5.144693527887459,1.097009254100212,2.421621064412118,-0.3311897514762534,-0.2857860413918195,Other cells
+4305,2.8715465625,0.31116720703125,5.644090679146475,1.5324970732956138,6.281781698408843,1.3570023218329312,0.1215386182808736,6.633875850952956,2.5149920873728773,Monocytes
+4306,0.790693359375,0.09866603515625,3.1500613264010418,1.446715325548198,3.8496081890419465,0.5135341702625814,0.3069902676360559,5.2692450292272905,-1.074817670869411,B_cells
+4307,1.39272,0.3686883984375,2.8589443724189274,0.7077855797137399,4.764138391990088,5.36347306472755,-0.0041340984084261,0.7203112057009605,3.143861527670694,Monocytes
+4308,1.107219453125,0.144169814453125,0.38678041310891,4.553000469389079,5.498334824171815,0.5429545629094491,-0.0282632871308627,0.1004795359086569,-0.2381769732275011,T_cells
+4309,0.843379375,0.094098681640625,1.3992219726905597,5.175751124133122,5.259070474220112,0.1787886108071022,0.3813173736008719,0.0869772165103549,-0.6776060036650897,T_cells
+4310,0.965109296875,0.14691408203125,1.7940572469295002,4.200330585072001,5.206169194772413,0.7578846553630884,0.0512597785432384,0.1761932557627797,-0.9661387016733624,T_cells
+4311,0.88757671875,0.141198125,0.5514186117255914,4.871249000311446,5.751336038091708,1.2926062345325595,0.0884628842215681,-0.0354844905007028,0.4258466921167058,T_cells
+4312,1.3283325,0.426221640625,3.280965520435108,1.2187186508982568,4.2648301860144935,5.291081878355263,0.18183069584018,-0.4292684071874801,3.861626891665656,Monocytes
+4313,1.002367734375,0.133016357421875,0.3812325566011469,4.361692799856277,5.26383431428679,0.95225581160871,0.2688067430060294,-0.4880122064912058,0.817386360790594,T_cells
+4314,0.80997140625,0.08396119140625,0.1991936970221174,4.393636723290239,5.327522619900386,0.0842031398294833,-0.0440897673931412,0.8734884370022818,-0.8548953828762835,T_cells
+4315,1.59598078125,0.30593654296875,4.826604332754518,0.54549720888733,5.39099086292201,5.13690040998012,-0.3167378681968432,-0.6836080085677504,4.036174406233448,Monocytes
+4316,0.978364140625,0.0706797802734375,-0.607359435578487,4.581633964740528,4.870348640418511,0.3577784684338348,-0.1410001231776167,-0.0866273326044002,-0.6829063704997652,T_cells
+4317,0.751329921875,0.108625302734375,1.6233038866821874,4.914111378547913,4.88212027540555,0.3057450144169933,2.2074289785625907,-0.301679828145718,-0.2876155220432529,Other cells
+4318,0.7693353125,0.155575927734375,1.345506950418116,4.578665464030645,5.137923906827745,0.6750606565833864,-0.3400976533665447,0.2772199123898995,-1.2541176884197809,T_cells
+4319,1.14452734375,0.5443525,3.6592247568626615,-0.0485359821390718,4.457219094303387,5.306918924061212,-0.2669894386674297,-0.0627476660885954,3.703847768065714,Monocytes
+4320,0.905734765625,0.15838978515625,1.541081408920118,4.225338208262124,4.894338417922792,0.9547144905583426,0.5200717167743676,0.3751228349918158,-0.014096560447711,T_cells
+4321,0.928802421875,0.054129619140625,-0.0106736462297404,4.8031471036506685,4.884832995715397,0.8331636680874921,0.2814101378576836,-0.403851349499928,-1.0077188524412013,T_cells
+4322,0.931543125,0.127864501953125,1.2670706706450012,4.966859613752112,5.682481459747337,1.0089225167985103,0.5337239109631859,-0.3944404150402576,0.776797169826665,T_cells
+4323,1.37695109375,0.35089875,4.781785778512172,0.9672150178228,5.18493026754971,5.565924988660246,-0.1716856874365149,-0.4643205069487843,3.397549237069936,Monocytes
+4324,0.3213663671875,0.0817978271484375,4.864324686879882,1.242369535427694,4.96620236099067,0.1360550247242129,-0.1170685291956117,5.643498183000244,0.7277477719812531,B_cells
+4325,0.51982984375,0.136758583984375,4.353836839096878,-1.716432391132655,4.887124289497371,0.4520026027617912,-0.6612639189266334,5.745592535151755,-0.9551814762881854,B_cells
+4326,1.107735,0.103854501953125,-0.9458415696480184,5.125836574453421,5.192218073249386,0.3115313347585476,0.1925129921875777,0.1274730844085031,0.2384391488592528,T_cells
+4327,0.888341796875,0.09890427734375,-0.2298618849972172,5.305368766623182,5.04173966149464,0.362917766357045,-0.0073207257868191,-0.6372082042555209,0.3280039457106132,T_cells
+4328,1.074273515625,0.088457734375,2.010533123082768,4.824451576233456,5.660146976955918,0.9791228016177224,-0.120945055041121,0.3764608301082368,-0.1082552099963004,T_cells
+4329,1.05399625,0.131381689453125,1.3264351006314452,-0.4536060404213602,4.749909485891455,0.5800561111552727,3.9301597790978615,-0.0246932705575619,0.7419635068475969,Other cells
+4330,0.90850515625,0.1258877734375,-0.2579552177933318,4.649078302032816,5.506808303879829,0.3406890976568101,0.0991944543184043,0.0041412841093789,-0.2883862063025977,T_cells
+4331,0.895434609375,0.158998291015625,-0.0189269350873249,1.127644323752408,4.520636470422779,0.5829516348837392,3.7730730906391687,0.469124430186216,0.2548843137720351,Other cells
+4332,0.98204109375,0.125141845703125,-0.8456905341770455,5.073836466904191,5.871496853274865,0.704071080485856,-0.1203476873513719,0.0422465124459492,-1.4452255138524253,T_cells
+4333,0.837412421875,0.174755703125,-0.0917772951192858,4.2405745974301015,5.319455315099798,0.4032848295959068,3.3725114158623404,0.2313376850716949,0.4078576779362495,Other cells
+4334,1.083106875,0.160477529296875,1.4888557553870585,4.984932020983811,5.582071241206261,0.9162985145073548,0.0069391200934292,0.0638273776955203,0.7571932041501837,T_cells
+4335,1.207174921875,0.134973896484375,1.2499612512633138,4.33338953930908,5.262503822086136,0.1367575787224477,-0.533149220565375,-0.1255905301857633,0.7059994207370661,T_cells
+4336,0.8465790625,0.1647334375,-0.4719246398588484,4.150312096138524,5.112410458780812,0.8963722576119185,0.1506196081524554,-0.169206368839524,0.5418249726769555,T_cells
+4337,0.87301765625,0.125269072265625,0.8379612354585171,4.5078862266577,5.308304948539654,1.3287859717504302,-0.0090303067279562,0.0097038119522433,0.9075983937746508,T_cells
+4338,1.004193671875,0.5096167578125,3.3367821588565367,-0.4737538268335829,4.722131236444962,5.312517571122225,-0.0194737904983481,0.3929825799270274,3.871872710525616,Monocytes
+4339,0.823568515625,0.10878072265625,1.4732925844916056,4.930156197200162,5.743416239471774,0.5118407756165345,0.1653138535189389,-0.4333160274439668,-0.5374122291360665,T_cells
+4340,0.86455640625,0.09966400390625,1.6301806748490393,4.58028992380013,5.076734208350161,0.7358509670735544,0.0340607860168975,0.095321887081782,-0.2818021250912594,T_cells
+4341,0.72526171875,0.133079375,1.859122462677629,4.993140225162152,5.137078509263134,0.872026938803802,0.2235176731912225,0.3359452849354592,0.3469471364462062,T_cells
+4342,1.040507109375,0.1980383203125,0.7641167636649635,4.813391440349262,5.48447673634252,0.925852713610226,-0.4193438140934377,0.6873525321007665,0.2153815426734874,T_cells
+4343,1.13865921875,0.103774091796875,1.2286691421167322,6.460449335235819,5.1659451991169485,0.5877833216811376,0.3637634902776737,-0.5668811935995294,2.187912932007384,T_cells
+4344,1.00390359375,0.11826890625,0.4740030878350181,5.227665775044739,5.776346901288584,0.5454727541565944,-0.4023070886408486,0.6339617103536939,0.7069031496124745,T_cells
+4345,0.90102984375,0.110728046875,4.985696099423073,0.0272110856728594,5.227195511778914,0.6525187774248222,-0.7244959103509911,5.654328124518007,-0.8642996961110767,B_cells
+4346,1.015202265625,0.131484306640625,0.2404997330718698,4.640144848856773,5.4460812822266025,0.6212466483415267,0.2898108055635121,-0.0803014194514699,0.9531801312374448,T_cells
+4347,0.79465625,0.141747822265625,1.609378053366797,4.737804936212688,5.402877919955079,0.8560280485617914,3.0199860911424445,-0.0802364015136933,-0.1523296793108474,Other cells
+4348,0.713544921875,0.12353298828125,5.571081992603756,-0.7448037751050276,4.976569444837285,0.7959367729151989,0.2583242457891236,5.465867632414614,1.0454904651451498,B_cells
+4349,1.254600546875,0.3822033203125,3.0338802173645183,1.6303808159443096,4.956906023388735,5.239758848961237,0.0182949488616684,0.4199131250169494,3.371126707163824,Monocytes
+4350,2.12639328125,0.26277625,3.389032955674418,4.43018566546554,5.78646633656161,0.692943234599867,-0.4778248396473252,5.626222312894278,1.5401748750084403,B_cells
+4351,0.87298375,0.123777822265625,1.971380478898864,4.493412273637276,5.148352057518687,0.5096255676022005,-0.0646343296820165,0.1319345113341569,0.0584490309174998,T_cells
+4352,0.7738746875,0.20453228515625,-0.3298978698642482,4.196156019225612,5.366138515872275,0.914738821527125,-0.1531579871214421,0.967883204926371,-0.0308796519814624,T_cells
+4353,1.000597109375,0.4497258203125,3.289582917951018,0.7181081229458028,4.8812862075854,5.206032405500647,0.8860648148649231,-0.5373814251575765,3.674917672204499,Monocytes
+4354,1.213019609375,0.12859482421875,1.265931010200522,4.765367773245114,5.30671786234666,0.6531667192146627,2.1843164712164924,0.079426893780993,0.5658570588234801,T_cells
+4355,0.755025078125,0.19077298828125,1.0309608735183415,3.851542096358017,4.625893991083893,1.0601049501584805,2.719658526908548,-0.3059506781653245,-0.3742251658734898,Other cells
+4356,0.8581353125,0.0852219921875,4.755014386317878,1.8328751047531648,4.893458731435456,0.2479291722812026,0.0813444379632113,5.4671444705088525,-1.1408528127927229,B_cells
+4357,0.800752421875,0.09455775390625,0.5468885886756973,4.477739561473268,5.296498571098146,0.4436045960476599,0.1198591754284216,0.6891545118468656,-0.0929806797967746,T_cells
+4358,0.75344953125,0.49385765625,3.1956565050651227,-0.4193424425045439,2.737152526027987,3.767348147277574,0.0088604170578081,0.2715232515676231,1.9402229960980668,Monocytes
+4359,0.839603515625,0.1036420703125,-0.8944555537220403,4.609692725292734,5.210266952533535,0.4955383169043325,-0.378933917706126,0.6246901193445209,0.256101866247266,T_cells
+4360,0.86748234375,0.102893740234375,1.5909413174394729,5.278238667545337,5.406389635341696,0.5133738447279926,-0.1873053289428753,-0.126627134029937,0.3794768308498759,T_cells
+4361,1.0889003125,0.49203875,2.6444378463125893,1.3008109012865037,2.973277375717885,4.363105965555388,0.2027978607530341,-0.063599338974451,1.491932178775198,Monocytes
+4362,0.766893359375,0.10674818359375,-0.1241128541084657,4.615407766287418,4.804202882505534,0.7031683337542812,-0.0261636634943812,0.650174039697326,-0.5577259877407563,T_cells
+4363,0.907644921875,0.082361318359375,-2.0579999366721613,6.277905109307656,5.203770617092176,0.1917070428865666,-0.3670269986597397,0.597794185050137,1.360727080545508,T_cells
+4364,0.811603515625,0.085592255859375,4.031601484669401,1.2322724218052017,4.866802373170665,-0.218145364194315,-0.2672268436406577,5.736177972979561,1.9800998031724344,B_cells
+4365,0.666591796875,0.1163455859375,5.376223019656648,0.6985781255766622,5.227203590645224,-0.3709758129027581,0.1645715671943922,5.953161606971328,1.019193993735525,B_cells
+4366,0.9109165625,0.0803689892578125,5.278523095438257,2.6031750089918906,5.225304412664677,0.6602463357504257,0.3351598408705095,5.577933812842302,2.183765908442165,B_cells
+4367,1.02388953125,0.089441904296875,0.4551449957907924,4.507656046117512,5.237648041814683,0.6261551712484668,0.1059728081913332,-0.0101047451452512,-0.4241920679239559,T_cells
+4368,1.249397265625,0.091281806640625,0.3201916634303903,4.398428873021548,5.400846759926941,0.9957347813757084,-0.1441141832401711,-0.1488287937537766,-0.4541383880046302,T_cells
+4369,1.057439921875,0.16878892578125,1.182954456393622,4.66082260056694,5.195067231751433,0.742806570822447,0.0061723062305993,-0.4122852827075497,-0.3353844546852916,T_cells
+4370,1.265538046875,0.10232125,0.2686295365892183,3.589123638961494,4.967095227073236,1.1673307026484334,0.0593640735007988,-0.0161813611505378,-0.439887531886095,T_cells
+4371,0.73688359375,0.24583681640625,4.4091533856666025,1.1009572580448692,3.821063067833365,1.3157903777205306,3.8859985171058624,-0.7542983229158858,2.609139604165416,Other cells
+4372,0.872106640625,0.16468904296875,0.529913462066548,0.4204713547372707,5.005256805535514,0.7155471524237883,3.2137286072754665,-0.0010021352962721,-0.7431680295079708,Other cells
+4373,0.935420703125,0.076012265625,3.746788391453925,-0.2271080639184007,4.386530861307624,0.3565486040816803,-0.3502411938650986,5.420226663476597,-0.0992810530878305,B_cells
+4374,0.895977265625,0.156113603515625,1.5901947093877382,4.23859250779804,5.329533434866834,1.2123503709512535,-0.2692975694438697,-0.0849982352922663,-0.8491121037672693,T_cells
+4375,0.900281875,0.10384009765625,0.5711388610445459,5.223967093957314,5.263795936197927,0.7390261399333794,0.1706495608755175,0.5816785241869353,0.2580433421975578,T_cells
+4376,0.794480234375,0.149545517578125,-0.2339487899925216,4.1007252161123375,5.348543846537092,0.0291627363019457,-0.5930112908862499,0.0550725161555545,-0.0177970260762203,T_cells
+4377,0.87709203125,0.1115705859375,-1.1265733824688622,6.858069715850019,5.844039105957655,0.6053694688535286,-0.1630084564986195,0.5116970390695937,2.4668465189759536,T_cells
+4378,0.736123515625,0.12394345703125,-0.3963497078555387,5.324398579058371,5.75229286105935,1.3121306112677795,-0.0062268293400547,-0.2791014041557381,0.2545438730752818,T_cells
+4379,0.742756875,0.1324438671875,0.8684039694243374,4.536714874993603,5.539665832090511,0.6179132300480696,0.0176992487508463,1.1024031931933005,0.672512847808063,T_cells
+4380,0.936691171875,0.112705380859375,4.737565202296295,1.3486079862474614,5.04779390423406,0.1758769637604197,-0.4609264262544749,5.556607704035131,-1.7084375177645752,B_cells
+4381,0.68624875,0.09555091796875,-0.5266171217865481,5.343109579745096,5.202353407692829,0.5428798935751845,-0.1162113068272564,-0.2715816225683026,-0.6201206227869474,T_cells
+4382,0.90223671875,0.2060960546875,0.0606980092285928,4.304959487826121,5.025565325144075,0.7432480929520393,1.3207716414104331,0.2141620769299267,-0.8919770684656733,T_cells
+4383,0.935234296875,0.093541787109375,1.007283029373022,5.259482679174409,5.423358673837872,0.0907766295810132,0.1009562251609483,0.1076370785773064,-0.1976963896908825,T_cells
+4384,1.10782265625,0.18960578125,3.898929754413108,0.5607707005381909,5.049357674849214,2.3410626894568423,0.0726854836839606,-0.3985647705570477,4.485755845845151,Monocytes
+4385,0.851613125,0.112541552734375,0.6383057862486864,5.056200182762881,5.3159404192293,0.4634451703334251,-0.1161601314823466,1.1325159925294883,0.2844672716673947,T_cells
+4386,0.80153015625,0.159918837890625,1.3052713542092755,4.4243261897887285,5.294678673123896,0.5035533785044979,0.4125988802870481,0.1055252714313062,0.6273938740708153,T_cells
+4387,0.925408515625,0.140469013671875,-2.0121517412776675,6.215748177100755,5.470423104177646,0.8173985732266696,-0.5910846849313229,0.2364026832055952,1.203199555329945,T_cells
+4388,0.647097734375,0.127908310546875,-0.6959324393893805,4.9651987544526905,5.374634552903619,0.9309609915377908,-0.1265212702114483,0.951344638916212,-0.9450343828801524,T_cells
+4389,0.8902259375,0.130156884765625,-0.3382727447863079,5.065245920226505,5.254094981034196,1.164833445864583,-0.4518372357817676,0.1248950385562971,0.3512269707473925,T_cells
+4390,0.8953009375,0.110875068359375,0.1106771825038661,0.6424294611381034,4.589172704420801,0.4870726914133055,4.016660899702281,-0.3913037901584013,0.5032357137592391,Other cells
+4391,0.78602609375,0.126349248046875,0.8812800868046844,4.712915837297301,5.451047617260448,0.9182772476236698,0.054980072952591,0.5111412249973304,-0.7336696885880529,T_cells
+4392,0.953286640625,0.159176513671875,0.3455196779035925,3.958670058543956,5.17668016183319,0.9999408925014112,2.73007716986181,1.4948536876256742,0.2299609684798328,Other cells
+4393,0.7352225,0.132590888671875,0.1061568396145552,0.2928583678184668,4.599855817670711,0.4172845067036714,3.467762062776404,0.1505697836625183,1.267470966721791,Other cells
+4394,0.947133984375,0.1935723046875,1.5991683406125572,4.205576868919918,5.230177850233146,0.5933037486416909,4.475978949541733,-0.5199467416019332,1.6366078237468142,Other cells
+4395,0.719174765625,0.093997861328125,4.638123475468971,2.21077909475342,4.732462427296136,0.0617742779751328,-0.2105292152364236,5.52131679008302,-0.8159441004447088,B_cells
+4396,0.999030546875,0.096047802734375,-0.0440589946112685,4.412894855432387,5.410488783487564,0.2589734742069338,-0.3508085002864287,0.9775956512929798,-0.231640462126777,T_cells
+4397,1.13458203125,0.698580390625,3.819811350610356,1.984289174606632,5.030453025168573,5.357350429529944,0.7359096794263046,-0.0281630302316686,4.465688859852111,Monocytes
+4398,0.8947821875,0.16992671875,0.8873561356391376,4.012551305178182,5.152956035659956,0.4051506835513715,2.9979849845731352,-1.1489126901522475,1.2224770494296993,Other cells
+4399,1.06743125,0.132039404296875,0.8831338835493006,4.933346527740036,5.62922677477485,0.5288929480741528,-0.0397358072729826,0.430249343078219,0.4352479932742767,T_cells
+4400,0.878094453125,0.115047568359375,0.7612499417013278,5.028043919165992,5.583591879846575,0.6168785420768542,-0.2464147767730474,-0.4927739055304672,-0.9496614045995236,T_cells
+4401,1.93611796875,0.28235611328125,-1.6081040025022335,5.68931211602957,6.165163773819287,1.2669338722014367,0.1458363954594397,0.2489462727180655,-1.9025453858365264,T_cells
+4402,0.86467296875,0.088319716796875,4.987014034158506,1.8937953690848432,4.840656757456434,0.3362394965595902,-0.0339544950810852,5.674094665147581,1.9134072529214643,B_cells
+4403,0.951451640625,0.17405599609375,0.7209921492078255,0.4164768273636675,3.6237099361702274,0.449061508629752,5.715592378007312,-1.115619734762979,1.1827220055290777,Other cells
+4404,1.50306015625,0.4986020703125,3.363500463684372,2.124988224686432,5.227644443462912,5.431229671795503,0.0165420942227747,-0.3524061914779395,3.906636263986756,Monocytes
+4405,1.163975625,0.109039365234375,4.455709328335082,1.5828992534183572,5.3650688435176965,0.9567959092037104,0.5637368345164984,5.833196166288502,1.1130432395020309,B_cells
+4406,0.760308203125,0.18668150390625,1.387662714425688,4.877768166092898,4.862847085039588,0.9470301217406174,3.0064557448746863,0.2179500398824983,1.4371879163159722,Other cells
+4407,1.67741125,0.242023046875,6.345744519770787,2.719685013210899,5.758239081194829,1.6375627149445429,0.13031958376695,6.201330436806776,1.88178906244056,B_cells
+4408,1.086203046875,0.146291181640625,0.2710632136480555,4.905530204946333,5.668743799360795,0.5611758022942761,-0.4271089282194426,0.905626971147256,-0.6309187506304494,T_cells
+4409,0.603409375,0.103540048828125,4.655271196837767,1.9240629013552173,5.156278119491984,0.7147780073913048,0.0106871838359857,5.633572968751959,2.3376128223663124,B_cells
+4410,0.694391328125,0.1775719921875,-0.4768343723914239,0.4204852028874861,4.174493671394887,-0.0310827798266242,2.7422904841531657,-0.0283857417799824,0.363116139323218,Other cells
+4411,1.215203984375,0.130904013671875,-0.0508337816138169,5.079482627489817,5.46470209155375,0.3203505682497753,-0.2931845185201941,-0.3333476174308742,0.4750622053300261,T_cells
+4412,1.245254375,0.379087265625,2.282516439891212,0.4221316682726989,4.610172188385231,4.569749540894788,-0.3673383004933069,0.0744179842581393,3.409884293673216,Monocytes
+4413,0.803264765625,0.1669526171875,0.5214553394579654,4.129305950338155,5.452349026470001,0.612620873749052,1.534609364331582,0.5940512675127771,-0.1386844276812436,T_cells
+4414,1.09013328125,0.121774697265625,2.0881242290706945,4.419596469384242,5.658980889319411,0.6763820664490556,-0.2014110392696566,0.1560107938513522,-0.4662157426986211,T_cells
+4415,0.739270078125,0.119856162109375,0.446738360742805,5.039399726388465,5.766109775068326,0.4796377705860371,-0.0708053450444388,0.3461908749667332,-1.6010550731738264,T_cells
+4416,0.5605752734375,0.112136474609375,0.7060818879386797,4.566320250578748,5.198452051737627,1.8674015221713167,0.0453561954968589,0.1281490294498277,-0.8748450397647023,T_cells
+4417,1.069670546875,0.1435103125,-0.1636918977768215,0.6030560050069302,4.657054762475565,0.6539306278790011,3.9940770250240862,-1.0141395311730603,-0.4792646816924264,Other cells
+4418,0.74579671875,0.1987095703125,0.3222177609779529,0.3288092523424549,4.7539035513556085,0.4374088566397882,3.1048616168442065,-0.0389971284537134,0.4562165305828716,Other cells
+4419,0.713220234375,0.086692841796875,4.062695722836716,0.008477322455053,4.864842461941418,0.4655867216985797,0.4147201050059544,5.615504494126098,-0.6880517664743961,B_cells
+4420,0.862347578125,0.069800029296875,4.588411060695155,-1.1626677076713188,5.304431148862863,0.0963235510295866,-0.065041309674721,5.091509923240271,0.1851788799931415,B_cells
+4421,1.32673921875,0.708178515625,2.3074036904881545,1.2145780809788138,4.852255237373585,5.343421239502494,1.2558349671085234,0.3232745077088115,4.336644570555561,Monocytes
+4422,0.937097578125,0.140577021484375,0.8646854539495722,4.474333676146846,5.3057595996835225,0.80665943396636,-0.164967833298591,-0.3481303964278645,0.5552591813868968,T_cells
+4423,0.76254890625,0.15100916015625,-0.0460051116976319,0.5223320046778515,4.383143622207963,0.4299307403896913,3.9097977254941,-0.674051709732769,0.8656755797662203,Other cells
+4424,0.85539515625,0.11759859375,0.4106441008522142,4.231325431629565,5.517449819160898,0.8925007444034136,0.3875380605000285,-0.3265289592327002,0.0567584152388288,T_cells
+4425,1.0302446875,0.107677744140625,4.676432347440759,1.464582777919878,5.042053489370655,0.6316017463008157,-0.8519429645820609,5.921531638106981,0.7710107232830088,B_cells
+4426,1.4039384375,0.1414465625,0.4464884043923283,4.882402279041767,5.860617272734994,0.5753508443017463,0.0479285630299022,-0.0311868369091328,-1.2480044092584643,T_cells
+4427,0.78885375,0.154642158203125,0.5793512569125223,-0.2606124609460199,4.114454196793909,0.7332483444502059,3.745629393478727,-1.193498940443944,0.2724621850817749,Other cells
+4428,1.27042359375,0.129154111328125,1.6695034009472034,5.685967851422413,5.704084284418935,0.1708475174769697,0.3610368685895025,-0.487886678716646,-1.1823976901888196,T_cells
+4429,0.744784140625,0.11272158203125,4.627737807218039,1.4443936009302434,4.423326542129734,1.3324671360179985,-0.1452632598258031,4.975561459505062,-0.3082713845910512,B_cells
+4430,0.75292859375,0.13199798828125,1.3978412760808334,5.096331307107104,5.580304136866526,1.009806325962444,-0.04593071945035,1.621515902555075,1.161679551772749,T_cells
+4431,0.97671109375,0.161346484375,-0.4450904347176527,-0.404372389240022,4.628837473033414,-0.031140824935305,3.410996307157056,0.7912316017304954,-0.3262852479442129,Other cells
+4432,1.207307890625,0.4821079296875,2.675837704944377,0.6903593031378534,4.475589887836337,5.1030116750596575,0.0608558843068574,-0.711744964925083,3.606642907450602,Monocytes
+4433,1.26727546875,0.380990078125,4.54270181183142,1.596773788873248,5.496212798521475,4.0377247529455484,0.2617064297507777,0.0205795242739946,5.002435661388914,Monocytes
+4434,1.09080015625,0.144622294921875,0.4225810256939458,4.772678434009552,5.848986899740405,0.9992333363854078,0.0566495097782842,0.4420717726981104,-1.01128473198487,T_cells
+4435,0.680038828125,0.131848564453125,0.2095718969157467,4.899130115740193,5.526487621164671,0.7173894770610841,-0.6633971833701026,-0.0755734353117495,-0.427497035423477,T_cells
+4436,0.880752890625,0.1124011328125,4.560371000476057,4.726100375664199,5.165313003527667,0.3734208639916814,-0.3053206776906948,0.1333553527725785,0.4090622826086352,T_cells
+4437,1.41784515625,0.4116200390625,3.818252088804641,1.3119923266985407,5.062481123301738,5.2672027963554,1.6365935339617086,-0.0932275288426024,3.4150903235129184,Monocytes
+4438,0.6071748046875,0.1128733984375,4.879008432292702,0.9797138496018496,4.9064920816300805,0.3039767382539139,0.1104397814416408,5.61079361002836,1.5072648607336068,B_cells
+4439,1.036634921875,0.084834931640625,0.1696832852822628,4.530006640589224,5.559105532730548,0.2242513238372143,0.0854100224703951,0.4150636935946272,-0.3616340401685715,T_cells
+4440,0.867716015625,0.107639931640625,1.1911496007410325,5.301142221429182,5.6632999665526,0.9726642280859537,0.1673375929362752,-0.4330877576756842,0.3588838046796287,T_cells
+4441,1.16828328125,0.10989630859375,2.7178262633325105,3.9675900171726326,5.496876952528196,0.5024533676267571,-0.0044874924414606,-0.2980047068537607,-0.6490732328079403,T_cells
+4442,1.093614765625,0.124802197265625,1.9453248791742643,4.652879114011147,5.205338740299524,0.8414575010804675,2.8434351766317167,-0.5965719094625549,-0.0863806430993526,Other cells
+4443,1.034168984375,0.12847900390625,-0.4784021818991381,5.15719495092856,5.59545008612978,1.251372859597912,0.1076737367639301,0.4814239325745306,0.6551167478319326,T_cells
+4444,0.971150234375,0.138341044921875,3.2029955925564586,5.0872261679158415,5.508137533112827,0.8188724301340289,0.1844948968832053,0.2856564790990525,0.335211051917321,T_cells
+4445,0.826709921875,0.080365986328125,0.0598763992257686,5.428104574511804,5.31242095832655,0.6421248563345687,-0.1335748609400395,-0.6102670753670124,-0.974305887586676,T_cells
+4446,1.082169453125,0.16049134765625,0.8159296227912739,4.58377926959504,4.88234581369572,0.7495613866455134,2.809168642546541,0.4868410357840941,0.8774576692722422,Other cells
+4447,0.783310703125,0.096933544921875,4.479097995222804,-0.5239890614244838,5.025049418449131,0.5206309904382092,-0.23839447373286,5.171011535282715,-1.0995411276626337,B_cells
+4448,0.770238828125,0.151381220703125,1.1566174893230483,0.2789796174821896,4.319538095564933,0.7630989328278216,3.843568965886144,-0.9047916675740016,0.8075385318162687,Other cells
+4449,0.7724275,0.1604625390625,-0.8121957060244936,4.4379345658137614,5.124727202855685,0.6729705203982896,0.0650553515770561,-0.2879119090840564,-0.7783970742476689,T_cells
+4450,1.33620640625,0.4537283984375,5.473127415269466,2.4656051609458256,5.181811730035343,5.413311031415366,0.4323582086817376,0.3149929404172349,5.606509142834874,Monocytes
+4451,1.09938578125,0.16416755859375,0.2885284340495493,5.004286690223415,5.889727256070072,0.390186616410718,0.0816834346540977,0.4344287272051798,0.7731768618682473,T_cells
+4452,0.8095028125,0.125275673828125,0.6426927946681689,4.565788412848278,5.123303748478727,0.8519787216452726,-0.0758935935766241,-0.2194530154788699,-0.1088150403250315,T_cells
+4453,1.0124340625,0.097800087890625,2.1723787334857456,4.185788708394979,4.688916304843156,-0.3528903090871895,0.5161967716520739,-0.4669653741813891,0.4490972578502017,T_cells
+4454,0.99906359375,0.100789189453125,1.0456386596817486,4.815791472136734,5.344246876137114,0.4532543728864663,0.2129138567574481,0.0268114867416906,-1.0316085529550485,T_cells
+4455,0.83693765625,0.24682798828125,-0.750916898847828,4.777261137960022,5.4977034776735785,0.2673224910196996,3.199186583023266,-0.4057781926318072,1.4527835692275597,Other cells
+4456,1.98146671875,0.24893888671875,-2.029309167436483,7.864611102219571,5.7835351364313095,1.6894362955312026,0.0165505074956058,-0.8072993460381247,3.2262520955702003,T_cells
+4457,1.047461015625,0.101361689453125,0.7866517768088296,0.1388492464723785,4.792146174701033,0.4693003020889713,3.3713803974438274,-0.6568343295675537,-0.760876083449495,Other cells
+4458,1.008893359375,0.1441212109375,0.3472127773098771,5.316194130266069,5.54037399245732,-0.1362419295824404,-0.2807600684478076,0.0292637296028902,-0.91526036162151,T_cells
+4459,1.2220821875,0.1231273046875,0.9289454195378108,4.20195122053762,5.196431233949816,0.5619316061069117,-0.2811479025929997,-0.3511267482874572,-0.9937546500550984,T_cells
+4460,0.917025859375,0.093353359375,0.6897472540304448,4.758368880758505,5.477808298175389,0.3464386346969728,-0.2382322150967216,-0.5816175753993905,0.7661089235156504,T_cells
+4461,0.843719296875,0.113037236328125,1.1557197695588042,4.891430629879412,5.060397774642415,0.8900727920843724,0.2525741024445287,0.0077659699225321,0.6429319470221214,T_cells
+4462,0.741597265625,0.16114244140625,0.7101542193274765,4.341339428463268,4.96110412471805,0.5026371487135414,0.0159969416128373,-0.021493473809093,-0.7422825733063603,T_cells
+4463,0.700991015625,0.0933371484375,3.4902520475026515,0.302655975082202,4.975429345405503,0.0856257580232365,-0.1095396386276517,5.531909784026203,-1.1820869915687768,B_cells
+4464,0.897791328125,0.12246060546875,4.731289246638804,2.06094423328142,5.08400823806695,1.4617165197929385,0.0002551321368822,5.745531334383407,-0.4415054240591416,B_cells
+4465,0.870451015625,0.0982627734375,0.3992676899487993,5.25487750897531,5.448227637990416,0.6271269033020404,-0.2068446597068711,-0.442729707073091,1.6712511863982844,T_cells
+4466,1.00731953125,0.110588828125,0.5088999379402944,4.647651970428846,5.417178660506058,1.0679834153736851,0.167297773295704,-0.1444228299914458,-0.65638974599869,T_cells
+4467,1.062552578125,0.56176796875,2.8238464625142834,0.8877168364043273,4.42029463769597,5.0729861182349305,0.0118337322331783,-0.057402596473449,2.984257512126793,Monocytes
+4468,0.9572978125,0.1205798828125,-0.6936468802824082,4.854347574234192,4.894674286564351,0.8480728033781002,1.929166104349187,0.3602436464416618,1.482442994374249,T_cells
+4469,1.12594015625,0.07890654296875,1.5639664079401117,3.7912500119447152,5.337341964695515,1.7036778014161114,-0.2158057045293276,-0.0902732468301956,-0.7194337158608353,T_cells
+4470,0.7409278125,0.106701376953125,4.792523650544014,1.787529361296201,4.892675861521978,0.6525606389478409,0.1891503385082538,5.454602072213282,-0.4380065965263449,B_cells
+4471,0.879352890625,0.121195595703125,1.143436764652815,4.546938087149644,5.723190364713477,0.152711592132456,-0.4269243691934331,0.0800760855490541,-0.8639928012618057,T_cells
+4472,0.775056875,0.18437291015625,3.8860269303857184,1.129615094762153,4.319959807866104,2.409937857816008,-0.2676848867009913,0.1098693528793648,3.2056756277075067,Monocytes
+4473,0.779416953125,0.11534880859375,5.179091802046265,0.5967064223437509,4.9737292067769,0.2878753949563942,0.0023774487475621,6.047710462571964,2.501910435897795,B_cells
+4474,0.854511796875,0.1180156640625,0.5669966539124545,5.1914436520690845,5.472490766318615,0.9296705832465229,-0.002222438184378,-0.5689454205920642,1.4651936902740663,T_cells
+4475,0.876733203125,0.07057595703125,-0.3153812229628265,4.866082643632371,5.333987169225817,0.4858552455764073,0.2027161296892286,-0.1586241371250176,0.094156419086505,T_cells
+4476,0.9492478125,0.11371833984375,-0.5764077757350149,4.924485006097485,5.561299183579211,0.0927485918698981,-0.3194928931319213,0.25601594397423,-1.0609797913356074,T_cells
+4477,0.70910296875,0.09639166015625,5.304394264111343,-0.6711732624262413,4.647688263523626,0.4264807762825303,-0.0966239481056884,5.538179019113731,1.3900312294515829,B_cells
+4478,0.967351953125,0.1644273828125,1.4206659588078772,4.869415589641254,5.094888025292153,0.4222805241329334,3.160112376197323,-0.970114572002596,-0.1333886773023656,Other cells
+4479,1.28569390625,0.2269906640625,4.156783829332,1.475398779825141,4.918235341680242,1.0286341907547911,-0.2380572041931285,-1.26095016905906,4.2515116752166255,Monocytes
+4480,0.938197109375,0.107208466796875,0.1741134647901742,4.434885922048404,5.5846842463743975,0.3579890419192876,-0.4768475468416657,0.661166939754653,0.6331424235707444,T_cells
+4481,0.832912265625,0.124440927734375,1.201940308929341,4.311691670809391,5.138627260806606,0.5018099334321294,1.925178339639845,0.36438720469635,-0.3221571654216961,T_cells
+4482,1.03630609375,0.146487412109375,-0.1084753205563965,4.321866536540659,4.9122582595318685,0.008675065763809,0.7702714599108861,0.3047400542954783,0.5933864029841577,T_cells
+4483,0.923570859375,0.18233556640625,1.0540772072300508,4.945763180322964,5.363600161827237,1.1900173261442926,3.811692693748119,0.1814632464790035,1.565768984859762,Other cells
+4484,1.2144378125,0.1319769921875,0.425129759537619,4.814665225519236,5.652339004377838,0.5594770963918719,-0.0996328959413617,0.1814076573117423,-0.706327444239695,T_cells
+4485,0.94080375,0.1385330859375,-0.0591531254092393,4.271328667522215,5.1067758590263255,0.3998249888247732,-0.0295566273538804,0.6607205166919667,0.9130724593849384,T_cells
+4486,0.793144609375,0.126378056640625,4.111074584196826,5.145731690486935,5.350145401161421,0.7130682161581612,-0.0151882852154194,-0.2182559948233299,-1.3281378387986988,T_cells
+4487,0.869579140625,0.081920849609375,3.8416173330592622,-0.173947859835287,5.229129014906887,0.4859349589857817,0.3055259951130951,5.5781897653861146,-0.2585147243249525,B_cells
+4488,1.65369828125,0.4703703515625,4.512085534469254,1.973419833224995,4.870744866307683,5.089463490060042,-0.124802154461509,-0.1008541179909265,4.562508960220373,Monocytes
+4489,0.62943109375,0.147401953125,-0.502497233248452,5.072917962948012,5.7633979999036375,0.9658880021795018,-0.0927284632980751,0.5157242418024145,1.2776129038730168,T_cells
+4490,0.93967015625,0.09516265625,1.109279806196918,4.610027105396164,5.277590978970741,0.1117427627276229,-0.3766034222069551,0.0734470692012758,-0.3728246062245496,T_cells
+4491,1.226096171875,0.102603291015625,0.2073996190908557,4.930544362325149,5.326580480268911,0.3928333754826549,-0.0772783346402736,-0.2052118610738519,0.1384154019812689,T_cells
+4492,1.1040296875,0.37229375,5.617043732934205,2.0724591990150945,5.632058969476156,5.184394815458602,0.1455354130144296,-1.04542034055514,4.913290043535063,Monocytes
+4493,1.37361734375,0.5253433203125,3.9944170136172574,-1.8060988479370843,4.64589232620207,5.43928299988012,0.8804343520851217,-0.1707679572093371,4.185859742859908,Monocytes
+4494,1.61134515625,0.21023017578125,1.8758919084436487,6.2896850754285385,5.986546496428035,0.9261701175341952,-0.0908347191152512,-0.7244067431163307,-1.6918219120080409,T_cells
+4495,1.26111578125,0.181235,4.238254189441979,-1.577101112981079,5.031153015424098,2.1968345488910384,-0.1401031352849266,3.0685093461446167,-1.4602311959784589,B_cells
+4496,0.97756421875,0.092006728515625,1.718128419317249,4.9356428216312,4.7790550581710125,-0.0056069395229163,-0.4635460949047686,-0.5231344377600158,-0.3280498208127572,T_cells
+4497,0.980439296875,0.076890810546875,1.5836897709294635,4.952190221807274,5.0870950808921656,0.0852441288606146,0.1682761324780053,0.1556702791225043,0.1709310749127019,T_cells
+4498,0.894254453125,0.1317285546875,0.8758926372037876,4.747091517117813,5.45590572510318,0.452439041707642,-0.3429286322883566,-0.1666109266365926,-1.0367431026583642,T_cells
+4499,0.87559359375,0.17564146484375,0.5451995068571726,-0.5175026418239763,4.647938740663979,0.293558289157295,3.04306886061285,-0.0724578379801224,0.225903896825649,Other cells
+4500,1.20207375,0.10346083984375,0.189711717230668,4.756857768708324,5.5890536444557695,0.9066365461540744,-0.3086853837542725,0.1631507539245033,-1.1964424857122276,T_cells
+4501,0.713422109375,0.163457626953125,1.0058416738203064,4.5046177030388055,5.624672289613871,1.0683728164726325,0.2093345674660352,0.32049276647756,-1.3713361253182013,T_cells
+4502,0.727848203125,0.097252197265625,-0.5397959443672334,4.666630706783394,5.74713118800952,1.053738354216282,0.2871081048478887,0.1768687384125216,0.151460225718343,T_cells
+4503,1.259596875,0.4626425390625,3.69976249160816,0.5708935508372341,3.6089378477981606,4.370772462135522,0.6023768685965158,0.6954950202517608,1.492007992014574,Monocytes
+4504,0.8712375,0.153555380859375,1.1015071533132956,5.045633288623991,5.136677931103311,1.0654205251431257,0.40822771258356,0.4262202114005454,0.3675180973557359,T_cells
+4505,1.009650625,0.4210142578125,3.2736191347542367,-0.4014482131753292,4.602377187318772,5.011239758434385,1.4483593146544609,-0.6255798613233093,3.109795087672766,Monocytes
+4506,0.985688515625,0.1334718359375,-0.6388022799246086,4.285191755673496,5.0097016797678,0.3696626093701639,-0.32071670521108,0.2113255720342345,-0.6679974265061782,T_cells
+4507,0.961298359375,0.11085107421875,-0.309370021140847,4.682060517021075,5.485920844856193,0.4859910212207015,0.082018370213496,0.4980556307026724,1.3337031401007984,T_cells
+4508,0.852697734375,0.106195498046875,4.639990816264995,0.7505308961657768,4.907982707464819,0.5642449318520596,0.2266872877790842,5.760517495768512,0.8607203707220266,B_cells
+4509,0.838083125,0.332256171875,3.847514048294668,1.017351093003548,4.84583585254192,4.881502653416536,2.433292237060772,0.9718406856546912,3.303387543015447,Monocytes
+4510,1.4791378125,0.428804375,3.972823885825428,2.0691822082663256,5.490573478400622,3.977498973834855,-0.2166999796589754,0.7880754321754025,5.153086070147239,Monocytes
+4511,1.2306409375,0.1111883203125,0.6393481185001948,4.318127963139786,5.552165138667183,0.1533132446119133,-0.4539482161104797,1.2452062796268102,-0.8060326529536579,T_cells
+4512,0.81938484375,0.08714412109375,4.369852658591406,-1.829002916624252,4.854336221641881,0.3161949531541462,0.0077994518119297,5.486932989320992,0.8825875716553262,B_cells
+4513,0.87291859375,0.0737888916015625,3.8649494462851934,1.745939843839968,4.61365884967768,0.2097683555270705,-0.3773299808202171,5.349786157119792,0.9045151988877722,B_cells
+4514,1.74397140625,0.25194421875,1.3556421054804413,4.720291658345918,5.429095786179719,1.7165666867347047,0.0854878919688725,0.9676055635361644,-0.2984196443236218,T_cells
+4515,0.801027265625,0.13236166015625,4.255174442059166,-0.5715579521658727,4.905515566121567,0.780683430386056,0.367871679554668,5.964791967056251,-0.1635389580552434,B_cells
+4516,1.50317421875,0.244281953125,4.444714218468341,0.9914053917949835,6.074134118668855,1.8597014416240905,-0.2880649950893857,6.364612511004374,2.1241400933571386,B_cells
+4517,0.8574790625,0.120756923828125,1.2242684569637197,4.946047259288666,5.559551062783061,0.938527976888932,-0.087116916193043,0.1429504900400936,-0.993894868663746,T_cells
+4518,0.9960546875,0.10535115234375,2.130450591027598,5.363261282414964,5.367390087370672,0.9128583789211782,0.3330493124018062,-0.2555601602726561,-0.7600544502538022,T_cells
+4519,0.998569609375,0.137901767578125,0.8143584024336488,4.620390238222937,5.739790404229756,0.7877363215831933,0.0100965843022703,-0.1568951879641134,-0.8951002968783169,T_cells
+4520,0.80847109375,0.141403955078125,1.1070923530152468,4.760346138051661,5.190570472085327,2.82684504259868,0.2809581167409309,-0.0347307042885604,0.7404103879600601,T_cells
+4521,1.08095984375,0.15299009765625,1.2112521790356536,4.666462933523736,5.499742385536822,0.728342149114864,-0.090652343263781,-0.3573193192745,-0.2945409407050582,T_cells
+4522,0.759212734375,0.18706796875,4.185867059929123,1.3398620465883917,5.607354997305738,0.5400120616691314,-0.2892950021619703,5.235233006192397,-1.1798520299622908,B_cells
+4523,0.822299375,0.089445498046875,4.520331532782578,1.2775319623368804,4.844788391961079,-0.1935401324206317,0.2620539450438611,6.05193864122214,-0.3816626628369894,B_cells
+4524,0.93379546875,0.1365971484375,0.5129891527242996,4.617310248003376,5.512221668709597,0.9770960557305944,0.1420728530714606,-0.285499249142264,0.1766833257311101,T_cells
+4525,0.9068984375,0.121808896484375,1.170993325404222,4.457334995568912,5.270460884284278,1.019970865223403,-0.08577858300128,0.1206016953676535,0.7701080880662722,T_cells
+4526,0.809547734375,0.12643326171875,-0.0831855246732053,4.543138100811305,5.465315188114305,0.5942378515031088,0.0520729653318875,-0.0667297070093344,-0.6172125225216589,T_cells
+4527,0.967468359375,0.06091375,5.075952932421975,-1.3952999666080483,4.739341964746274,0.2628658910316937,0.334603679775974,5.297548425376136,-2.0100701450934246,B_cells
+4528,0.713242890625,0.0810062939453125,3.475229820899945,1.431399157843671,4.762487168476819,0.5943088459738852,0.5225154709627455,5.618363447081022,0.5385205177807916,B_cells
+4529,1.5918965625,0.3721333203125,5.42557090725515,2.2627335342207635,5.824436599947127,1.620708084804302,0.4468516832985582,6.364399324100081,2.5372472751038866,B_cells
+4530,0.8678765625,0.18448333984375,2.3927017457793744,6.342129644775388,5.414503042974856,0.6016959823332789,-0.1975480508992942,-0.119922273732819,2.086499319181659,T_cells
+4531,0.7761084375,0.1417640234375,1.3942085189892803,4.724589188214595,5.762307971478134,0.2600792499454812,0.1642081554839703,-0.2573917502354191,0.0992386125621799,T_cells
+4532,1.054771171875,0.3668353515625,3.949336228417968,0.8791012136217065,4.9126253253355445,5.05054476278136,3.3964928658651585,-0.5353228841973328,2.1913956989272743,Monocytes
+4533,0.92422125,0.12302169921875,1.8340220714930204,5.321480949486847,5.490711583228527,1.0963324542951365,-0.4029743532262532,0.1039375784276391,-0.2129092484375312,T_cells
+4534,1.03753140625,0.109697080078125,0.6175659833721039,4.988567024399412,5.286257424754996,1.203976517106904,0.2681924542467079,0.3115179178028371,-0.0942537336332554,T_cells
+4535,0.7000453125,0.09089833984375,4.100058703589653,0.9763207421788268,4.914549115461744,0.3045824817719953,-0.1312877853685179,5.464308081216676,1.6634034649844,B_cells
+4536,0.852533046875,0.133558857421875,2.321811630520662,4.649327513761523,5.330170468477836,0.9397321343203584,-0.2452022558311352,1.899304469083421,0.7923138199111641,T_cells
+4537,1.1833,0.29860328125,4.080481196399245,-0.426258123800724,4.870747166128872,5.175248808980147,0.0158900317578951,-0.0793995093203931,2.230430082976725,Monocytes
+4538,0.978366875,0.132799130859375,0.8201316586610663,4.220533211760672,5.0741559593454015,0.5201353373745214,0.4238994406162558,0.2655476230633556,1.0370591240838256,T_cells
+4539,1.37221796875,0.2397233203125,4.150285497553287,-0.2625745257153741,5.377130079439114,3.72958965961064,-0.4486000162732372,0.313406255411329,4.796955828158986,Monocytes
+4540,0.80503078125,0.13328880859375,3.9798685872162975,1.4825452179946426,4.897443292552103,0.250649438857956,0.1698019442973162,6.18118080663965,-0.5480576172379226,B_cells
+4541,0.98110796875,0.07086640625,3.3009107483996942,1.5021052102092618,4.854401303970887,1.6882938953610362,0.1187453659253957,5.6823323214528525,-0.0522623333527507,B_cells
+4542,0.7109765625,0.2084939453125,0.1590991368841224,-0.0973571570869897,4.685397230874663,0.5553992617514226,3.435975834466941,-0.6503969334705856,0.4664967607121991,Other cells
+4543,1.1358990625,0.18144443359375,1.3605531773749049,4.495255001360484,5.348463333203971,1.0511488862908973,0.0987636845743469,-0.6406204771169481,1.376678407751593,T_cells
+4544,0.71948890625,0.106158291015625,1.6942226405450318,4.851003501302159,5.359667391134368,0.1330376721995724,-0.0296081854916239,-0.3164184034438865,0.9697341611624782,T_cells
+4545,1.0514728125,0.1630699609375,1.3380293620502974,4.622362918468846,5.433743903925532,0.8698642476538283,3.686708830218845,0.1929572342103107,0.2509145162128439,Other cells
+4546,1.06817078125,0.067074375,0.9441279348928132,5.15347057281173,4.990002796152372,0.054249335753292,0.3838262219994942,-0.5486335916886477,0.4728302409763787,T_cells
+4547,2.388905,0.357433125,5.170004925851324,4.6557833710599805,5.86212503560781,3.4334957301731257,-0.6669791190505874,0.0040279667132583,4.269361240787706,Monocytes
+4548,0.8998628125,0.119169658203125,2.630502659670026,5.119076403724505,5.6270081578620745,-0.1344382213036088,-0.4044633322303443,-0.1421083977737517,0.5130481428112845,T_cells
+4549,0.787331796875,0.09583296875,-1.271987398328544,5.381582564156076,5.261246768222796,0.9593872360508552,-0.0800721817560684,0.4613279732852237,0.2432600232749406,T_cells
+4550,0.737248125,0.094095673828125,1.0240964734403444,3.4389167358519783,5.596592189969708,0.559774495543196,-0.2145788154776051,0.0280296321850109,-0.3751814079832943,T_cells
+4551,0.879244765625,0.10809541015625,-0.0335313116417931,4.078500506691091,5.017516010533717,0.2462400742467826,0.8890579314494245,0.6078427176263275,-0.087961109323386,T_cells
+4552,1.10453828125,0.099664609375,-0.2426435841179435,4.859431600585079,5.256250496390092,0.2612906164983012,0.1615488239194807,0.2794771977889649,-1.0824518021471363,T_cells
+4553,0.94440625,0.09333775390625,-0.2376143399456897,4.597637192572724,5.276391464025154,-0.0451724781577623,0.0093226250467142,0.1101323364672228,0.8076017306872586,T_cells
+4554,1.001656015625,0.1242458984375,2.048648307196339,4.267566410578629,5.467474846132502,1.6527204697736788,0.2970262545460181,0.0348816693864204,-0.6505776534878339,T_cells
+4555,1.23693765625,0.1969191796875,1.3372123516517858,4.666546345195012,5.97510276836152,1.8356730127346288,0.4745616896258039,0.2581234787327205,-0.7870798677615862,T_cells
+4556,0.883282265625,0.460374453125,5.583192488033661,2.196241319187384,5.689296665911948,4.929956605322266,-0.2435987616451631,0.8095551751967713,5.102396347716086,Monocytes
+4557,0.85545515625,0.126054599609375,0.4247481699291218,4.366827548569147,5.074164046185056,0.1891367567303111,-0.4757049508806726,0.3667113470836292,-0.7607989006037239,T_cells
+4558,0.9352678125,0.116340791015625,-0.8953335366185308,4.858165692033478,5.566580757574235,0.245071151481726,-0.5601090450938631,-0.0446769109336864,-0.5366991812531038,T_cells
+4559,0.811006796875,0.1252852734375,5.279862962098935,1.860926709846704,5.06548219969364,1.4072936756215948,-0.4176048329716749,5.925950195089432,0.730207972818893,B_cells
+4560,0.9139946875,0.21487255859375,-0.0217379099953268,5.1972006573899545,5.142545086457353,-0.4263074661877985,0.2952860764357298,-0.2178500159886493,0.6054763704362656,T_cells
+4561,0.9261353125,0.07899416015625,3.965061696716792,1.3028704662823805,4.273376708340729,0.8075962672874462,-0.0560266426522841,5.55883837738135,-1.410088595513982,B_cells
+4562,0.808556171875,0.15392083984375,-0.1834108015722827,0.3258975176828378,4.877625744655564,-0.2578141764267149,3.726978234104597,-0.4611941155932545,1.0674859134658077,Other cells
+4563,1.12335625,0.092427998046875,0.8622787539300284,4.911645728078924,5.478700348400101,0.5330493726992545,-0.1602178924290317,0.0967945349079224,-0.6690165870070026,T_cells
+4564,1.072515703125,0.1528706640625,1.491994420693913,4.297961639689162,5.495490478129292,0.6005094675059859,-0.252909641120135,0.3969423845684818,-0.4464748526124955,T_cells
+4565,0.62981578125,0.11495935546875,4.541187330746107,-0.2271044303016444,4.079300233674484,0.939214233160895,0.0553617688840362,5.593701420245255,0.0726890037533455,B_cells
+4566,0.701005234375,0.09610720703125,-0.6755181487904294,4.99029203690092,4.905703425654723,1.7352344935921566,0.9350365059408372,-0.211561351443022,-0.8787559301921954,T_cells
+4567,0.959386875,0.124475146484375,0.2231306666911173,4.146954796927764,5.557415403330338,0.6872615820778958,0.2397850869088482,0.0551205297068265,-0.522306287857306,T_cells
+4568,0.780743515625,0.099047099609375,5.703831337035707,2.097698305346902,5.085587041827261,0.7646843423536677,-0.5329633277270478,5.788334829121852,0.6253390998087043,B_cells
+4569,1.0165125,0.133590048828125,0.5858346286487427,4.936543111606326,5.7296872833462125,0.7825919848294645,0.0914333196902543,-0.1669499116201126,-1.4482438705371357,T_cells
+4570,1.6296109375,0.1940123046875,5.45296079391551,2.5243030163705247,5.787657433882862,0.515275898289471,0.2210152864156921,6.398472596419475,1.9054244543569032,B_cells
+4571,0.88697109375,0.151676474609375,0.9319684769726716,-0.1967106654027294,4.850589176034928,0.5709854601493226,2.995808232663466,-0.3987336751557931,-0.7058174809495341,Other cells
+4572,1.185142109375,0.19776138671875,1.4384533337884626,4.305498696078112,5.648334771464543,0.9211457087085548,0.2258531005833523,-0.2890275068717882,-1.203715356651432,T_cells
+4573,0.906746640625,0.0922995703125,0.8670634512716922,5.1839463338055785,5.048540585986189,1.042103652677017,-0.0524170022153146,0.0436930267685004,-0.2817240205038743,T_cells
+4574,0.692068046875,0.088015458984375,0.7775443116707536,5.30598965591901,5.634058935682561,0.5690011662506729,-0.4128637084067144,-0.0774398451254016,0.8216143306297803,T_cells
+4575,0.7648509375,0.10304376953125,4.993717164286597,2.180599332876762,4.612321784227859,0.4510504915727037,-0.4660961473478179,5.793136681252969,-0.5627019448464914,B_cells
+4576,1.47957203125,0.5238772265625,3.875104967093524,0.8796424299700952,5.025385256720498,5.208165855357239,0.5307688269785416,-1.043473958844462,3.883931896950033,Monocytes
+4577,0.783475,0.095217265625,-0.1964624050914697,5.205749529311865,5.621475981469837,1.4938624630410264,-0.4280930821891698,0.5947032311256547,-1.1948407800285223,T_cells
+4578,1.0100621875,0.084959150390625,0.1670572932027025,4.471071920146926,5.48251390719236,0.4106767335193111,-0.3318211149589843,-0.3338944169865476,0.698057326927179,T_cells
+4579,1.1928753125,0.12860802734375,0.8112209335969637,4.122921632786761,5.263617560624787,1.0429020221035126,0.1618385282259574,0.1598379420283965,0.6764016403833751,T_cells
+4580,0.793025703125,0.0711196484375,4.929014400893008,2.566492278498458,4.790060569468235,0.5687951022547673,-0.4403480092466647,5.614029806992972,1.9380043611905429,B_cells
+4581,0.4550390234375,0.11235671875,-0.0979092278487781,4.9733667694717365,5.583765338011252,1.712233877368185,0.3849548779916273,0.2033202491645336,-1.239947204523124,T_cells
+4582,0.79517265625,0.1740469921875,0.4501379953905789,0.8671912404552753,4.503877415267526,0.914740690259996,3.700045045797322,0.3016667442806229,0.2212919674482611,Other cells
+4583,0.8626065625,0.0814797705078125,4.607361491734233,1.3632067368394245,4.815447075375872,-0.0188055506320702,1.037579410754439,5.512367437585385,1.0208797050295897,B_cells
+4584,1.65951625,0.19776259765625,5.528353997592461,2.2647716731078305,5.420435993963205,1.3052164279040956,-0.2753205502676787,6.509973481526755,1.5580324297781647,B_cells
+4585,1.01324828125,0.11997318359375,1.4093335927229815,5.020639821057536,5.385129940789235,0.6158683933067993,0.221822726557761,-0.5461440112111544,0.548165438921794,T_cells
+4586,1.1759334375,0.23240384765625,5.806698944779614,2.0152135347059965,5.567205033485559,0.9697473477150236,1.2415012738618998,6.726459260086892,2.665514226694544,B_cells
+4587,0.745114453125,0.105548583984375,1.6694048663452608,4.955420740777721,5.337992755481683,0.639149371610556,-0.2540087802217443,-0.3144782756524408,0.915386752024984,T_cells
+4588,1.51573984375,0.3483765625,4.294525564618109,0.148008296150045,4.928344748511301,5.386840217295906,-0.14560689870789,0.2230052929325574,3.398163398821475,Monocytes
+4589,0.826153828125,0.150767314453125,0.9810446683272216,5.523173996563717,5.6426560016618765,0.3145549580442531,-0.0416015497172266,0.5071413824852978,0.4191748130516581,T_cells
+4590,0.68663578125,0.128219765625,1.2545843430770365,5.191433909423831,5.078000912582749,1.5435593046883338,-0.1424866111482238,0.028679684742275,0.6253667277981957,T_cells
+4591,1.093434765625,0.09182609375,3.858468371024456,1.2788786023183294,3.111976868353556,0.7436289898976352,0.2613164697296853,4.645457404345906,0.3015984611286492,B_cells
+4592,0.927920546875,0.11674525390625,0.8625305281162201,4.5412989357848,5.369128063887714,0.6918972037980856,-0.0446232203632279,0.5029583760151048,0.6007720668207169,T_cells
+4593,1.10935875,0.133300205078125,1.453905279709369,4.733971556451859,5.577921514689805,0.5415510476057586,-0.0825573669758914,-0.3790227757092586,0.4529170246694474,T_cells
+4594,0.8627046875,0.1744592578125,1.2159611374991812,-0.5974805222759361,4.656791614275024,0.6114151836583577,3.8250181740190334,-0.8874346900474691,-0.8891787397875199,Other cells
+4595,0.899227734375,0.156764716796875,-0.8158964792408055,1.109725665720669,4.066749473797757,1.174904647081223,3.842365995369885,1.2997380958352776,-0.4556962633386493,Other cells
+4596,0.821674453125,0.13063515625,4.88499135904155,1.12048439015911,4.937836248760616,0.0749736935814546,0.372063016945821,5.778766222264546,1.6728141115421606,B_cells
+4597,1.4375665625,0.32006779296875,5.943176164564725,2.940163252010461,5.98740458497054,4.907195130531517,-0.8411092149161734,-0.8735400553265884,5.10012963668806,Monocytes
+4598,0.64149421875,0.13204599609375,-0.0866059699528619,1.2042377336747556,4.177881176067037,0.3187263204521858,3.1226156088714863,-0.0965803010250729,0.0309884032991729,Other cells
+4599,0.883932890625,0.09873205078125,5.057715957158077,1.537716017379659,5.013569095170638,0.4396162651189935,-0.1942157408906247,5.368113990263796,1.592053653430198,B_cells
+4600,0.77908265625,0.09598958984375,4.893933907530345,0.6578494757170729,4.820808021188854,0.2308428235338074,0.2597938595127474,5.672675637956648,1.872950748568,B_cells
+4601,1.018583359375,0.104865068359375,4.757674397064249,1.9275703797268064,4.864724955252376,0.6037293048205385,0.5535487873836136,5.616537843930739,-0.4408127338938082,B_cells
+4602,0.7725553125,0.10578623046875,4.481150975807755,0.4040954838604008,5.067113986839647,0.2603736279283584,-0.1410095794055331,5.570542464545201,1.3324278474941875,B_cells
+4603,0.863406640625,0.158727646484375,-0.9744092611111332,4.884402375830759,5.495539077782893,0.7495115462129662,0.1892971038558176,0.1020357805712328,-0.5803951099168995,T_cells
+4604,0.97425234375,0.12530328125,1.0598753906581306,3.9545801673121472,5.070711748720536,0.2528764375854241,1.950770150496972,-0.495944454193487,-1.3635481091906296,T_cells
+4605,0.793194921875,0.1376161328125,0.2447191204106122,4.451109371148014,5.661754531248509,0.8030708981198792,0.0125534230560488,0.1501670872189867,0.4594607813191139,T_cells
+4606,0.96621609375,0.09541529296875,1.183081202667116,4.677488313809761,5.054570524046175,0.8205377858546496,-0.4259262567962367,0.778225110856432,-0.1718494103932634,T_cells
+4607,0.82019578125,0.1406736328125,1.3069684072268717,3.777720759918096,4.767364948123638,0.9634777775221346,3.361264191102778,0.4838413824971006,-0.2416276188911494,Other cells
+4608,0.843505390625,0.0925990234375,-0.1248399790218189,4.175572687970417,5.111249479917654,0.8388688349748595,-0.2473442957422572,0.5082150314672427,-0.4743918423436259,T_cells
+4609,0.87328,0.11915705078125,0.0492525519139705,0.2976062607358658,4.821863487220752,0.2656580962921728,3.920560665387875,0.3234347991797414,-0.1501766056419937,Other cells
+4610,0.932084375,0.10298255859375,4.469207680376683,-0.5880875990923677,5.09472901216787,0.4328534787618901,0.0394719398510891,5.794911735235494,1.896218744977909,B_cells
+4611,0.799267421875,0.144153017578125,-0.8608860030192571,0.9033735846308196,4.550762969016327,0.0910205361159095,3.3755633727943817,0.1739362101711794,-1.2305069947251677,Other cells
+4612,0.959004609375,0.132164814453125,0.8022777544918189,4.201819639238441,5.148598350799538,0.3559288744975705,-0.2011221784274823,0.1260994360569625,0.1480508503802506,T_cells
+4613,0.897228515625,0.12675251953125,1.4052898291578473,4.449711143453849,5.424993660286334,-0.1080630021037914,-0.2413044717281814,0.1496157802195321,0.0171083061859487,T_cells
+4614,1.39383671875,0.2883671875,4.8419614070861545,-1.3633910847296482,4.820184991310932,4.651477194931316,1.0230466497192434,-1.1015663109410836,4.617515939081311,Monocytes
+4615,1.7766390625,0.2091021875,-2.7239618398647902,7.988387090758084,6.166280300115013,0.7171396153814505,-0.5293131138374427,1.0082190744453594,2.6844868781818247,T_cells
+4616,0.87561640625,0.133681875,0.3428036944028774,1.0024901661361942,4.760377016503091,0.69596467519177,3.2724740159156607,0.1903809173565643,-0.5148549633423531,Other cells
+4617,0.6402444921875,0.092916484375,1.9598629586593528,4.709169351399259,5.1889288106372,0.4568604321811068,-0.0035241361943636,-0.7053630335777201,0.9083044223630226,T_cells
+4618,0.884724453125,0.114780517578125,5.640142930889221,2.0794611465024024,4.747783909233579,0.4949583654733577,-0.8649861811212007,5.227488442428359,0.0581367557908793,B_cells
+4619,0.798240234375,0.16946283203125,1.581446277267352,5.319541439122933,5.642425142685668,0.7742719760207464,0.1270706856781313,-0.0031274545646865,0.4548783976137184,T_cells
+4620,1.0067775,0.078146220703125,4.87446037643729,-0.771120744839019,5.132083680294214,0.7582051114172839,-0.0163141455740151,5.596464108588717,-0.3562929625473814,B_cells
+4621,0.94314546875,0.05957072265625,-1.2073529005330157,4.445912092873251,5.217971180668637,0.175591636984048,-0.0127332166100169,-0.2469446261556766,0.5898315893653656,T_cells
+4622,0.76235140625,0.12461556640625,0.4522141297785491,5.609245317319236,5.593342183969703,0.6281045884334224,0.1471257726884585,-0.4626021853429026,0.6514192267680439,T_cells
+4623,0.883526171875,0.12045806640625,0.1166137413520326,5.510585694175303,5.425000594347384,0.455206768970989,-0.3592881347717885,-0.191861082261441,-0.587117618306994,T_cells
+4624,0.842545546875,0.10704943359375,1.975530284271649,5.567497064693947,5.067820245663881,0.2500896819617043,-0.3502104253680128,-0.3083844738825337,0.4924063985072816,T_cells
+4625,0.915988203125,0.4738418359375,3.626470713797012,3.851081517206248,5.077754656102354,4.842055909183984,0.4802802831025078,0.4552282357220544,3.58779194606796,Monocytes
+4626,1.249116484375,0.0729139501953125,2.164637391317068,4.661624091952695,5.172032919335729,0.6646659949421218,-0.3803409879148497,-0.2633413416850346,0.1502255544258986,T_cells
+4627,0.937753046875,0.101117451171875,5.141866835888294,1.778694927398153,5.204552124902909,-0.0377397532387499,-0.1579779434383222,5.356309912420425,-0.6920324551042751,B_cells
+4628,0.798722265625,0.17914484375,0.9073753006573192,3.7011734907184928,4.8903252904902095,0.6860192517890362,-0.1254240275137744,1.3578419577110872,0.3210685848146399,T_cells
+4629,1.145280546875,0.1421120703125,-0.7835208572925435,4.397984829864258,5.149980972291459,0.3221938799192377,2.477092287063956,-0.1385765850299645,-0.4459362260933944,Other cells
+4630,0.92475,0.086983291015625,-0.3847610028461719,4.386861035079825,5.102892238908377,0.9875510341817731,0.3016996860525653,0.583408494694226,-0.0257610276823181,T_cells
+4631,0.6293743359375,0.1850486328125,0.7256302134474205,5.2700898374803815,5.551395905334744,1.3761131241610371,0.6209303375866593,0.1511963214531263,-0.6191491022751281,T_cells
+4632,0.761144453125,0.0959637890625,0.6193635540708922,4.407285492020112,5.100959590915741,1.427528998082279,-0.1428006442430567,0.125381296983513,0.0005096905324844,T_cells
+4633,1.015675703125,0.115491640625,0.2212206205268522,5.0954772996179605,5.4843803973607805,0.6698140920941151,-0.2126827369318056,-0.242983193552851,0.9748412364606204,T_cells
+4634,0.879221953125,0.12405326171875,0.1362940718764144,5.069258380580891,5.593115238346595,0.6455617246918108,-0.1673271982498914,0.0227663616988949,-1.017981717836144,T_cells
+4635,0.995810390625,0.222556171875,-0.0913487668527753,4.449669995066558,4.837777775265356,0.5262919061554674,2.660216701879729,0.4420675607626042,0.6584086337725286,Other cells
+4636,1.216545625,0.5592592578125,3.304236176205271,1.0532093880145497,4.553766632124645,5.053353110506682,0.7470373850479854,0.2721760795370637,3.9393706963531177,Monocytes
+4637,1.270623359375,0.16177015625,2.0286841106892544,4.843254361314334,5.504408751463839,0.5460053601821717,-0.5139323588713136,-0.186932515646683,-0.9546712731480302,T_cells
+4638,0.9028803125,0.150573486328125,2.1082473370458086,5.251903614485053,5.699099874882632,0.8121836641596123,0.2240503033361643,-0.8006014443459578,0.3064910206998681,T_cells
+4639,1.2652775,0.25081236328125,2.608284170716077,5.601011234395013,5.7678237845392974,1.3933695843926517,0.2815947978312583,-0.1911757924615152,-1.112671862443027,T_cells
+4640,0.7541378125,0.12229017578125,1.3709985372989506,4.914649531319303,5.718331831547748,0.9278329028528822,-0.2809748878393499,0.4404210451600456,-0.7325266986456922,T_cells
+4641,1.2894246875,0.1167578515625,0.574650834485369,4.150550686760178,5.032579564512045,0.502452101522759,-0.053720388310934,-0.056300564561764,-0.1322244376493113,T_cells
+4642,1.173288125,0.5903445703125,3.350346291137884,-0.9577550825602598,4.55689899526603,5.311460123576226,-0.0667152346239815,-0.2890080389076668,3.35011792814436,Monocytes
+4643,1.059311484375,0.1284316015625,0.7810906183169466,4.24261904012546,5.240932236390944,0.4506970565987926,-0.4717901582171513,0.3910306547699225,0.6425904653796015,T_cells
+4644,1.85919140625,0.32358796875,4.481693911597814,5.236423201617398,5.962053529208335,1.4200519796929638,3.134281660224456,-1.4504404347931716,-0.3883928769896535,T_cells
+4645,0.9540403125,0.16987150390625,-0.0264122567426629,4.295320797885274,5.234486830085065,0.7791349090526632,2.3538309489722566,0.3801918550562451,0.1812654138872669,Other cells
+4646,0.946068203125,0.13529734375,3.2450411578775102,4.881575317137278,5.601680179838048,0.8865543037376886,-0.4636822621739573,-0.4140589273861084,0.4025838863159401,T_cells
+4647,1.323651875,0.400906640625,1.977062338163559,2.0081008078328657,4.816238761462035,5.109544376348175,0.2724166991811941,-0.1016147666013094,3.17153292113565,Monocytes
+4648,1.06469390625,0.4541149609375,4.169425021134343,2.4937184334387728,4.997755642471198,4.994798716949134,1.240133371705149,-0.7522594305011414,3.617149138494945,Monocytes
+4649,0.908508359375,0.139800498046875,5.4780122091538885,-1.6175784786369598,5.022623055995009,0.5360074057981231,-0.2820567127367552,5.673933683949151,1.9194711735857577,B_cells
+4650,0.838751171875,0.09362759765625,0.5230725271528855,4.937677662917602,5.243753040861815,0.7867482679250883,-0.3478968452072092,0.7343039086176892,1.3558638928540032,T_cells
+4651,1.065136640625,0.153566181640625,-0.5513469001281333,-0.2656940829337197,4.606514501033207,-0.0547471180115223,3.393178728543469,0.4528087341519354,-1.0132351921450795,Other cells
+4652,1.041472578125,0.107440703125,1.3775847511358994,4.750999359402592,5.4503833356794855,0.5018990944997874,-0.1064888512817845,0.1098210828079017,-0.0054354480449462,T_cells
+4653,0.70779453125,0.09755044921875,0.1195584548564419,4.82626270163794,5.150611022305738,0.3704228621845276,0.1842291075471884,0.6212710134583471,0.4791510008173231,T_cells
+4654,0.760643984375,0.096833935546875,5.50248952363468,2.2190418315494163,4.755926989490571,-0.1664863678258774,0.1191729897479912,5.51809563436606,-0.5005294905575115,B_cells
+4655,1.132639375,0.118625361328125,0.6527317303901163,4.483806512853921,5.70383915749348,1.1977330457220006,0.1738692810755528,-0.3476851017760124,-0.4280454296044108,T_cells
+4656,0.709862421875,0.143372890625,1.019875598778679,5.2081110797393935,5.710793500914467,0.9388209945488074,-0.5215131279587566,0.601268112917273,-1.2342439566760175,T_cells
+4657,0.5608892578125,0.142511748046875,-0.7320127039495182,4.690570933122217,5.386902244215408,0.8275620823738272,-0.4798958278031069,0.1813832821098075,-1.220476905156016,T_cells
+4658,1.08513,0.121648671875,0.0439730814046599,5.035895093291319,5.616467509736737,0.7420775810102596,-0.1727294482211578,-0.5535068666934466,1.3944790505429236,T_cells
+4659,0.85121375,0.11278939453125,-0.8790434894275434,4.939613865748364,5.413043613167616,0.5715789939237739,-0.2391133980505272,0.4505342446399418,0.0584001489779173,T_cells
+4660,1.236380234375,0.108336044921875,-0.6610239091751505,4.3683218634538985,5.190984987273457,0.8644336315568965,-0.3853762145361265,-0.435780314069774,-0.4866271010223596,T_cells
+4661,0.9724546875,0.092607431640625,-0.452759254151341,4.927874706326491,5.0904175610579,-0.0729053614280578,-0.2692846475397246,-0.0049806722468789,0.5661894511266586,T_cells
+4662,1.72166484375,0.3391919140625,3.732255948662991,1.486670742996284,4.994014014117307,5.480192042367066,0.8236558838223249,-0.4814665184518516,3.6975063736735896,Monocytes
+4663,0.800787265625,0.17895220703125,0.364616015725716,4.432653017223803,4.968427480646548,0.4992782489392727,2.9455915340402816,-1.0299767255325056,-0.322088787720558,Other cells
+4664,0.85113484375,0.098115146484375,2.6048404028269614,5.379352660781717,5.723139684155793,0.6433224001879776,0.7521658180467875,-0.6672621387202182,0.0549305144980343,T_cells
+4665,1.031171328125,0.1501744140625,1.584939741936993,4.501392262394024,5.878491158703872,0.8199841425850419,0.5586712837769695,0.1748799535579056,1.9838526109375507,T_cells
+4666,1.062898125,0.14678986328125,0.4852207505183125,4.87325201880013,5.742499128174816,0.707968725257111,-0.4113450435498996,0.1851633129060993,0.9822330297582432,T_cells
+4667,0.877299296875,0.16441240234375,-0.5643613493308253,4.42751206407021,5.666855560459652,0.7593853679873901,0.0591647745796073,0.492066453930182,0.3000702324711234,T_cells
+4668,0.746114375,0.082157890625,1.121906497309716,4.7659983292080055,5.147483060337159,0.9543701301901786,0.3859767451116185,1.7410557213193223,-0.8735670405542956,T_cells
+4669,1.3813790625,0.4966049609375,3.7947498333998286,1.667526327217438,4.944264545851315,5.5642339424194445,-0.3012132341564643,0.0664862070346465,3.730075290210773,Monocytes
+4670,0.97748546875,0.105553388671875,-0.7745197409358818,4.975417645658037,5.3530313748922,0.3510312377827532,-0.0069859791410334,0.2416104492945245,-1.2816546693949236,T_cells
+4671,0.72286046875,0.62409453125,2.5670449538027915,-0.986736110387499,3.3227551359345857,4.108966187865544,0.1495908718133768,0.0739887310987365,1.9924077142182863,Monocytes
+4672,0.77919296875,0.135528984375,-0.6622042004034463,5.484216700318462,5.318320835899656,0.6629907671974913,-0.183783828350536,-0.4599508932415715,0.5823760232039349,T_cells
+4673,2.06690390625,0.283614609375,0.9515673702862292,6.692744623122365,6.343035216913929,1.2105848551330411,0.0609173904991543,-0.2859813877447844,2.269992996002105,T_cells
+4674,0.6146362890625,0.147560390625,1.4058303249854478,4.737099260061102,5.384595073396872,1.1579466075635951,-0.004160260574437,-0.2927665772306459,0.2862989770696841,T_cells
+4675,0.578444296875,0.15757484375,1.406361581518493,4.447452855308176,5.482850441456356,0.8006206058177422,-0.408282229213449,0.8274992984172116,-0.2671520249045769,T_cells
+4676,0.937711640625,0.14127673828125,4.909943796550154,1.8566300543894247,4.898490362763119,0.3329798342772234,0.2672208965887043,6.02118586965484,1.5570421548997988,B_cells
+4677,0.781654296875,0.106289111328125,0.7424305497570591,4.9551710062238135,5.589590105240269,0.5274402923582859,0.0377700973608816,0.6441048777611617,-0.2225008637015867,T_cells
+4678,1.140640859375,0.117123916015625,1.0977799950319374,4.226867997977108,5.21370151766487,0.6317926733685264,-0.1299567535718774,-0.1844470258254621,1.0554318749556522,T_cells
+4679,1.154035546875,0.122906484375,0.6203693153702842,4.437810463485176,5.362094062059625,0.8503765484289044,0.1602813919845903,-0.2024032932197226,-0.0268186944751514,T_cells
+4680,0.76682375,0.221445234375,5.1912807627768025,2.2902441951073778,5.080351314766771,1.8914732069068163,0.2660332346666333,4.987959879787584,-0.6008441260511761,B_cells
+4681,0.79471015625,0.090324052734375,1.7007199850428,5.5527454895333,5.283248688413523,0.3774566512664979,0.0516640169642258,-0.4941107826777964,-1.6258533070955072,T_cells
+4682,0.93050390625,0.13684740234375,5.196164648313376,0.03114766467357,5.047074416500941,0.7720092226841619,-0.0745348715211449,5.737252736231183,-1.5236035339556515,B_cells
+4683,1.009830625,0.154034267578125,-0.2271085853541399,4.763626230177774,5.602021424967159,0.0875401609375615,0.3847681553533759,-0.2638725604337852,0.7862590440174109,T_cells
+4684,0.934590625,0.1032033984375,1.8856170021245555,4.239638226409782,5.6308127241616726,-0.0300082424152441,-0.3570669725651524,0.3660534234843765,-0.0137789267781209,T_cells
+4685,0.89809359375,0.10754572265625,-0.0472633403192025,4.787809663789736,5.329500149188942,0.2207209809048738,-0.5101911283366594,0.0851287629875695,-0.2253863939334929,T_cells
+4686,0.923106328125,0.14830451171875,-0.2833783251046601,4.390720248948053,5.357568964975394,0.5230946407387316,-0.0146795147962135,-0.1435853245405912,0.0672126109752565,T_cells
+4687,1.19891484375,0.128500615234375,0.3710003528396901,5.052680675966376,5.320637945510247,0.7827401674240557,0.3320395598444762,0.1638489405195291,-0.7754305189957604,T_cells
+4688,1.02037578125,0.136766982421875,0.784832880860711,4.606671380644425,5.208484456702222,0.7905453184108567,0.0324275429972411,-0.4656280427696262,0.156330533801511,T_cells
+4689,1.2075796875,0.3494198828125,4.151715469518249,-0.2640332036818479,4.581100929104728,4.584893250370478,0.2539751337011584,-0.8789751661328963,2.3411869552032334,Monocytes
+4690,0.7768321875,0.17128173828125,1.0500264733441167,4.69659753366134,5.408768483236943,0.4154470310023998,0.2413168855042426,0.6542180632467371,1.1497418757939657,T_cells
+4691,0.7747425,0.172153671875,0.88472033311973,-0.7542259740630308,4.169807978814518,0.4261406516391857,3.448705257571553,-0.445979373693232,0.5984576605143661,Other cells
+4692,0.893796171875,0.099790029296875,1.3091216243192307,4.857044241771761,5.327141925612311,0.6435581725413005,-0.0491252261975756,-0.6065232598978254,-0.7965298635046268,T_cells
+4693,0.764723671875,0.09942396484375,0.6336308837322439,5.531363544419799,5.461774159030687,1.1909414676886656,0.1906364250702667,0.7627519324306193,0.7698484349509312,T_cells
+4694,0.84950484375,0.114028603515625,-0.8190332490031853,4.490598191596411,5.344104683956063,0.1176799121715215,0.3813258537057559,0.47653360464841,-1.536528308439243,T_cells
+4695,0.7398371875,0.141826435546875,-1.0250397355018237,4.525331656616382,5.144198443969726,1.8673048446154143,-0.4077263110340118,0.0780522794263241,0.6237921259016218,T_cells
+4696,0.89379828125,0.085361826171875,0.6566145457870652,4.190218601122947,4.972835362137928,0.6058452804772376,-0.1825638853722512,0.2206623489133095,0.5806693431173775,T_cells
+4697,1.176542265625,0.108670908203125,1.7288159577485027,4.77200742739144,5.796765775464349,2.047017568568134,-0.6391689480050244,-0.089239944563917,-0.7898992924097661,T_cells
+4698,1.029639453125,0.11369974609375,2.297591577314729,4.184219759826527,5.35548240726086,2.8159886684719955,0.2399190733217602,1.0796662834799184,0.8476703174236612,T_cells
+4699,0.97733078125,0.0807860595703125,0.7218230436159199,4.861685691892924,5.200227095155003,0.4442379963580308,-0.2041109355058854,0.7043865628436002,-0.7927913727930984,T_cells
+4700,1.21352953125,0.14630197265625,4.1723050993236805,4.603875931978208,5.709264091736376,1.7728220309829077,-0.0669311167739172,1.032164669941185,0.0801611566317116,T_cells
+4701,0.953949921875,0.1544729296875,1.0078204309143173,5.072219071944385,5.478873979440614,0.5637853797829797,-0.0361765138826471,-0.626125413770204,-1.1919522115884238,T_cells
+4702,1.19490125,0.1009872265625,-0.131532780203866,4.616008541964768,5.39274368041051,0.1975379288690887,-0.2652716686764426,0.5427645628196636,0.3653630388174314,T_cells
+4703,0.842607421875,0.08628837890625,3.94386801274694,-0.7177749193375701,4.594993799219059,1.3379395604101152,0.1396592194113239,5.898399696179947,-1.0880858447137622,B_cells
+4704,0.94586890625,0.26038818359375,4.107533585649769,1.334424350719843,4.597784332697268,2.2586276346085645,0.7270544211121034,5.428447310120644,0.3022091882949901,B_cells
+4705,0.85725921875,0.075397158203125,1.2016973831286657,4.259766090663129,5.028172884102046,1.2705994257183264,0.2659140678171163,-0.0797129330091072,-0.4052111115801825,T_cells
+4706,0.83909375,0.08705830078125,-0.4011892223319624,5.066129066534264,5.280904631162468,0.456408540041269,-0.2347443712501117,0.4498449801159139,0.0115191008379228,T_cells
+4707,0.986764375,0.085941513671875,4.806327039097824,1.168958538869351,5.085954329940297,0.7746930385976813,0.4310607335893221,5.596535776988636,0.5797362571360594,B_cells
+4708,0.953090546875,0.11392837890625,0.8619092069002741,4.470674084769559,5.584699754597391,0.7273535956542604,-0.4683481798045577,-0.0660609102162571,-0.0335625448629422,T_cells
+4709,0.972918984375,0.115191591796875,-0.3563250198826236,5.640807533369454,5.610928055314809,0.5125691044227765,0.0255382885155834,-0.0854488963461209,0.3161927536831929,T_cells
+4710,0.5331502734375,0.10075138671875,0.368186765854369,4.592432353637287,5.315687165361711,1.3182769390398517,-0.1102929150656479,-0.495327564405899,-0.3054113924738198,T_cells
+4711,1.195797265625,0.4103468359375,5.7954930410895376,2.678601416499855,4.998523066054152,4.9879258825144674,-0.0920832609310639,0.6822953816528129,4.2134750701318575,Monocytes
+4712,0.8371753125,0.059477109375,1.2673701954971408,4.431411834764181,5.261002072591641,0.4144582911976819,-0.0623615214836346,-0.4010758555326948,0.5117969639491113,T_cells
+4713,1.350613125,0.4207536328125,4.7106228096263125,1.94401940231756,5.241637777558631,5.0264954899069405,0.3862277535267204,-0.2009207685538074,4.379052880286646,Monocytes
+4714,0.750087578125,0.142879609375,1.4946960483027154,4.898281104955622,5.549740764681307,0.0432083503135721,-0.3976484175930905,-0.4412455089477871,-1.3638637604666353,T_cells
+4715,0.9662853125,0.16609927734375,-0.3480355605644113,4.907663361864135,5.4352030200885775,0.1767484632747905,-0.059916701151024,0.4357772963357686,-0.7816526415701025,T_cells
+4716,0.6281735546875,0.5383178515625,3.044269114501726,-0.6900056670479005,4.69933354163949,4.523513408922521,0.2577781013696094,-0.8160096644556386,3.691655527582643,Monocytes
+4717,0.796666015625,0.091698876953125,1.2389549493568812,4.824817872499396,5.198160659220815,0.8822965562168819,0.1802196270694627,-0.2206185821052373,0.6525609603517174,T_cells
+4718,0.954893828125,0.103118779296875,0.0348887095687919,4.315141509129273,5.128311870473823,1.2337656652691216,0.1551798375852812,0.2459733358622949,0.8369916743403215,T_cells
+4719,0.972038828125,0.09297349609375,-0.3456440460598923,5.107212854401404,5.480856464676963,0.9044280680498497,0.2768252731467889,0.1791947202301114,-1.0417210348701564,T_cells
+4720,1.141010390625,0.09608861328125,1.3720685945554134,4.973918481831321,5.097248927294651,1.165943011400839,0.0212241562157767,0.1089430433040565,0.3306911165122981,T_cells
+4721,0.6533357421875,0.145216396484375,-1.0597996321141057,4.681359466390105,5.496866613635693,0.3473567282255664,-0.356313445643413,0.6357430595194166,-0.1847717499279302,T_cells
+4722,0.752045546875,0.109764287109375,5.625871689679232,1.9677457384837325,4.782333224500518,0.5969568454830072,-0.5741547364961975,5.721100668406905,1.7819380200439046,B_cells
+4723,0.766236015625,0.124120478515625,0.0849309112069925,4.611926758074365,5.147712402727388,0.5494569231408827,0.1611424537233994,-0.4275900272071418,0.0718975601280111,T_cells
+4724,0.719294375,0.16436259765625,1.4662918709390835,4.494365334213383,4.934902761324747,0.6461240608803118,0.3807047676686261,0.2667568004362776,-0.84456048369093,T_cells
+4725,1.175958125,0.111846025390625,3.4252800006394426,4.162418874584731,5.497639356152496,-0.0555066599056441,0.0361447184513096,-0.7438333093003411,0.3209056398025787,T_cells
+4726,1.06979703125,0.110701640625,0.3028598350025364,4.504456490346823,4.91317205110596,0.3229322099590788,0.1507604678996574,-0.4382071880585604,-0.3182971749175752,T_cells
+4727,0.938226796875,0.136261708984375,-0.2374486905182273,4.449793555109553,5.374594563633305,0.5053669950620712,0.1515851759713094,0.3378455159865748,0.8178334800177597,T_cells
+4728,0.94723765625,0.0830634375,4.110266191471067,1.82864484582019,4.789289178424615,1.2285356940435703,0.1953391939126427,5.463234568792951,0.4915610405799993,B_cells
+4729,0.982575703125,0.10910837890625,-0.3830838229024421,4.326200208921611,5.243845352838293,0.109189046345124,-0.1066108616450711,0.4209884613388256,0.0666885799826838,T_cells
+4730,1.54661828125,0.4904380859375,4.9712576830237225,0.6729854346020094,5.400467894205844,4.87230353831782,-0.8676868676437157,0.2891447455097671,4.94241526864335,Monocytes
+4731,1.045319921875,0.21843130859375,0.000692456998718,4.318144681624796,5.24914193394901,0.4902805967403064,4.612093992752123,0.558978616062429,-1.086671700107202,Other cells
+4732,0.820746484375,0.12583435546875,-0.5278390096526739,4.341564975523925,4.8172007988426415,0.96824238496325,0.060852260991825,-0.0014536353947561,-1.5328297036836576,T_cells
+4733,0.859468203125,0.16106142578125,1.6343368081222085,4.619733126861091,5.253970905788387,0.7799120099604894,0.2438184391613441,-0.3411453197889371,0.1011399859241811,T_cells
+4734,1.12193375,0.4321866015625,2.519406306441742,0.7591448337687023,3.058913381478022,3.790312196288039,0.4480822185510974,0.7662472604642278,1.665121534595546,Monocytes
+4735,0.65982015625,0.16482046875,1.1420985678198523,4.61828690012002,5.587190377823194,0.1180494180893685,0.4373443399028108,-0.1108715257336705,-0.5070132080231294,T_cells
+4736,1.079088046875,0.132798525390625,0.7500935866887918,4.129166268286566,5.108849890457622,-0.2063944207464234,-0.8324988177439743,-0.0205444606399955,-0.6795835036683108,T_cells
+4737,0.80206828125,0.16469625,-0.0288926083295615,4.383884842265611,5.5907579794157245,1.1668851778003213,0.4549682157200432,0.1401525749908453,-1.406758245287222,T_cells
+4738,1.136997109375,0.10711484375,0.872732032758631,3.922740773941708,5.205448472768176,0.5409843364536694,-0.0204197082251984,0.2174425041130477,-0.7869137154396373,T_cells
+4739,0.69152078125,0.105609189453125,-0.5256327701932508,5.198250046963268,5.306676398465718,0.4044757951229855,0.1468278001922944,0.252095555907487,0.9626898202236724,T_cells
+4740,0.857475859375,0.139941513671875,-0.0661799012494599,4.450784846656494,5.371010809864903,0.0264488659692139,-0.0394284177027605,0.5980889664575371,0.1182123977235239,T_cells
+4741,0.917267421875,0.0739629248046875,5.651316093324866,-0.965475685092694,4.885712422699042,-0.1124777439714983,-0.308645369488564,5.477032534726496,1.4531384844466098,B_cells
+4742,0.739254296875,0.089188662109375,4.289900380972277,1.5564615777200073,4.652280859731867,-0.1159108174513133,-0.0361543272224204,4.99737481397368,0.8205179807784424,B_cells
+4743,0.96293046875,0.123432763671875,-0.0200877341601022,4.944088315577059,5.3399389388907865,0.6942129343370863,0.078660377080078,0.1522153642578267,-1.30952820795338,T_cells
+4744,0.786770625,0.14349470703125,0.9611338826652628,4.967587117128701,5.644586757190257,1.1989161447891663,-0.4320220882243908,-0.268086196040142,0.7064346741362983,T_cells
+4745,0.885640703125,0.17825611328125,0.1095950236874336,0.4320204029385465,5.005806146053865,0.8113772251319737,3.7183460308695615,-0.0768220826574075,-0.6477633647714696,Other cells
+4746,0.77070625,0.09276705078125,4.779623503786489,1.5530024228217705,4.657978323655351,0.7476817137204654,-0.149526883378699,5.372718586786197,2.142277273999658,B_cells
+4747,0.864425,0.10908796875,-0.7522627603420481,4.6302191811485525,5.606663736532329,0.266967999775391,-0.4779448430459565,0.6001062480666177,-0.4990244469091774,T_cells
+4748,0.801257265625,0.119610126953125,-1.3901778129867377,4.268432557084388,5.218743141567405,0.4590591135010408,0.161095778495828,-0.0313563116838053,-0.8175049234862107,T_cells
+4749,0.968559453125,0.13454001953125,0.9931738626069698,4.537568932455215,5.295543191683963,0.4594324129006343,3.549709211074517,-0.6574895941357787,0.0341808122636938,Other cells
+4750,0.89039984375,0.110130947265625,2.342105263541153,4.510089459212224,5.317224840216343,1.1150179862193452,0.0851674670366432,0.5105894522359512,0.0377314932061251,T_cells
+4751,0.7162046875,0.148614755859375,1.046804284090257,4.188393436767875,5.637760503462406,1.414887954615195,0.5693279860684664,0.136455576668121,-1.167055865400146,T_cells
+4752,0.74546375,0.105153720703125,1.170841176298084,3.871146336403685,4.769327181900287,2.0425637571098707,0.6748652996827577,-0.0959454462808914,0.84451806509746,T_cells
+4753,0.8857128125,0.082903818359375,5.026130879673302,0.2981520430634636,4.846576481711947,0.5822654869307432,0.297640083588531,4.7108752404431415,-1.4272708406770989,B_cells
+4754,0.76980578125,0.084311650390625,5.432584948168196,-1.910516436065164,4.786036128756643,0.4478209014759257,0.5085675307705311,5.487622552780902,1.7474582784789767,B_cells
+4755,1.004373125,0.2164416796875,4.142650654527168,1.275760338964703,5.194402381900939,3.3823074963864235,-0.3451557857152026,-0.3136497222720094,4.452270434975915,Monocytes
+4756,0.904093125,0.12242099609375,3.840659634099362,1.480074434297966,5.225989901054263,0.6184863382955483,0.0787760597046032,5.771231784643052,-2.421608326842032,B_cells
+4757,0.69590625,0.136789189453125,-0.4956516983225135,-0.8417542102199581,3.936842228617425,0.3226378537465686,5.500977459112606,-0.5499824745416699,1.2681191151560065,Other cells
+4758,0.937556484375,0.0782758447265625,4.099418709963944,1.967504376529742,4.796542569589044,0.742291573458191,0.948697751028268,5.622312941174247,1.3882452810078203,B_cells
+4759,0.963721640625,0.1285726171875,0.0550248501138596,5.43131467077191,5.916696868304013,0.8833126393379847,-0.1930910250644875,0.5245230806264343,-0.2780903806555919,T_cells
+4760,0.86207578125,0.095183662109375,4.1142655736062,-0.1049055599273494,4.803263720814637,0.5072791540597728,0.579989113698812,5.637744856549799,-0.900939340233404,B_cells
+4761,1.022628984375,0.0816556005859375,1.395222086131832,5.034651980550849,5.314949420925146,0.654460786375507,0.1287559141950067,-0.4138692951118948,0.9470312197953992,T_cells
+4762,1.00407015625,0.0709162158203125,5.1895346875721255,1.8590254971289688,4.736379492149952,-0.0661471455810291,0.2452156109248668,6.0206220175150245,2.118762322767201,B_cells
+4763,0.4980708203125,0.1325446875,0.6014509588138868,4.734175608036808,5.109147891664195,1.768363269815287,-0.1430954752359794,0.3965384501355545,-1.340076386068925,T_cells
+4764,1.339016875,0.1499571875,0.7194707637940793,2.1325501090239745,4.427869512226974,0.6414155103163609,0.5293714779532247,5.550063196399552,0.5004323858827273,B_cells
+4765,0.811164453125,0.086059736328125,4.998033848299204,1.286809548191473,5.135593366736797,1.055233471696098,-0.0646368828574634,5.812263312672459,0.5806512672898847,B_cells
+4766,0.804683359375,0.111908447265625,1.228328150160004,4.682532745667746,5.4567318032552565,0.3680533952506073,0.2591172896834648,-0.3170592131881244,0.5043215036935562,T_cells
+4767,1.2329515625,0.13798998046875,1.2113648551984604,4.236976331967516,5.108596294109681,0.8308436850270388,0.2297972773042142,0.1647636061534079,-0.3065629165590421,T_cells
+4768,1.0366034375,0.141265341796875,1.893311654933376,4.985178618060188,5.47577671905389,1.057373143321508,0.1242004035151011,-0.6969893830207909,-0.7854060769979447,T_cells
+4769,0.751157265625,0.171468359375,1.6289611238080006,4.4865964813347095,5.001744275534826,0.9304624501828248,-0.0618559867536503,-0.2543161180253892,0.7523743641146855,T_cells
+4770,0.596725078125,0.17580587890625,0.8941566489450741,0.0926887278637019,3.2884471350225017,0.4880174940773802,4.35992276527539,-0.4497759414582313,1.0812522171469328,Other cells
+4771,0.947366796875,0.115033173828125,3.709709474920609,0.8687899837566222,5.314071369139261,0.712495934128435,0.6348952091770853,5.59909596909157,1.1557326831646584,B_cells
+4772,0.91673984375,0.082912216796875,2.406811350332296,4.034228231517885,4.786890382187567,0.7012001348153619,0.0765749396890336,2.3712510756676712,1.2638830919769863,T_cells
+4773,1.06516171875,0.24875197265625,1.0232925704333804,4.792986334489048,5.599994021845441,0.5725710454232169,0.409331207076693,0.0741459285392391,0.2893512143825842,T_cells
+4774,0.921526875,0.14144896484375,2.281950123329919,4.57219712172782,5.717840601451397,0.7981150308455116,-0.0830296362093008,-0.4797741540051564,0.2525657534810315,T_cells
+4775,0.905740625,0.12491921875,1.085216497508575,4.737828375854043,5.157707068222618,0.5477466661547684,-0.1425759913556552,0.3313997155123526,-0.9739928080946654,T_cells
+4776,1.51787265625,0.4641289453125,3.2895336208625965,0.7135273868170325,4.798565721119552,5.311226019433035,1.1591158515759368,-0.6289638819825962,3.963122420225535,Monocytes
+4777,0.63516375,0.17707029296875,2.9841875241804945,1.2236979017898837,3.708469705165059,3.0386596911609214,-0.1739481621211893,1.3293366383165237,2.717692371812744,B_cells
+4778,0.70868984375,0.0901194140625,3.5786424215285986,4.451657117338446,5.511307918775719,2.117673762863793,0.0625522864426477,-0.263306755519114,-0.4628774246020438,T_cells
+4779,0.8863825,0.088744580078125,0.2523598287354287,4.747006057446548,4.939010575581908,0.7759957850590874,-0.1422578736783157,-0.1453811762735847,-0.7009709244038175,T_cells
+4780,1.34625203125,0.6120744921875,2.940989670593786,1.034779526362684,4.831754142105659,5.289314514213071,0.0471386274910178,0.1751093629255445,3.7781580963384753,Monocytes
+4781,0.911466328125,0.10855388671875,0.9964309592284964,4.7065835078130895,5.467288768631248,-0.0754677676524405,-0.2210502221302034,-0.450575503898558,-0.1704912175472638,T_cells
+4782,0.83216921875,0.112399921875,5.662965717379833,-0.7722877950589105,5.0566291399374,1.4185353180921014,1.4015120663176093,5.706396185948278,-1.097731827243265,B_cells
+4783,0.8675321875,0.1656569921875,-0.186433301956852,0.7765298641005841,4.470241285233279,0.5354938863389774,3.5418894433608834,0.0115041105322112,-0.3114229579381359,Other cells
+4784,1.3325940625,0.118800595703125,4.522032781903256,4.365414547666472,5.606641128620817,1.4549745341858882,0.1312364402565277,-1.23235199193606,1.042328538563468,T_cells
+4785,1.049398671875,0.144796318359375,1.7708595399769953,5.142709339045808,5.454234579977334,0.9658661017915684,-0.2646758844762311,0.7735854317373196,-1.3963218252059333,T_cells
+4786,0.965863203125,0.11774322265625,1.4408333990462312,5.025569947325554,5.468046143587929,0.2996442628228154,-0.2007188810525018,0.2108179081592965,-0.6326365757872997,T_cells
+4787,0.938205078125,0.067471640625,-1.0736464091578894,4.36535208866699,4.599171475103883,0.7869074288578224,0.0053108414422258,-0.0669423074552427,-0.0941259754321516,T_cells
+4788,1.092349609375,0.15926052734375,-0.9020067263517584,4.758415459590833,5.236153659255651,0.7582947631220771,0.1745947616614154,0.1948485335692879,-0.6097098290646499,T_cells
+4789,1.03597234375,0.153058505859375,0.5096755235019012,4.714038181351492,5.1781616576492295,0.4667230650095137,0.8775608409928102,-0.8369762180145707,0.1798687453637648,T_cells
+4790,0.985574765625,0.100652373046875,1.0314776127038026,4.728675075386805,5.2853260474130135,0.5192781567427435,0.1956009323212,0.3254980070515236,-0.0226878355006329,T_cells
+4791,0.7944934375,0.11253734375,5.171324435718911,0.997851604927826,5.2157072793659855,0.2359364323353644,0.0438303739646076,5.775373408026757,1.963573321742104,B_cells
+4792,0.819497421875,0.090613896484375,0.4273984684938118,5.480394329882259,5.44180026068909,2.545500625400887,0.1723585259844471,0.5626059163497217,0.2330096932955021,T_cells
+4793,0.83952625,0.121684677734375,0.6658452310464709,4.193495117390882,5.500584071084715,0.5421181692394906,-0.1288299487316456,0.531858317034114,0.2874033572611461,T_cells
+4794,0.5771102734375,0.379235,4.1137409004555066,0.9371388089640612,4.101879218400838,5.291505047610064,0.2928495417978385,0.5818649542274354,3.3570037256238887,Monocytes
+4795,0.70022234375,0.1580429296875,2.076719872643911,5.034242330903831,5.328889222928456,1.566452420305304,0.2581157192710907,0.6007920472920907,-0.6458355249462399,T_cells
+4796,0.790310234375,0.10801439453125,1.1921596879030063,5.223156471524352,5.643845804688261,0.9069892972267828,0.3913463939307777,-0.2368003653005816,0.1420400044240131,T_cells
+4797,0.826078203125,0.096974951171875,0.4716263356370824,4.963461641119225,5.48097162311822,0.3325322326872549,-0.0955245877711169,0.4450300332228683,0.2668109405536868,T_cells
+4798,1.42414109375,0.1596751953125,4.275570058531922,5.200432047612202,6.084841250347354,2.1781845992002977,-0.0624234317766081,-0.1102866113456329,1.4188840445813802,T_cells
+4799,0.9055140625,0.19097822265625,0.9741404829894558,4.361407861424749,5.3889492619345845,1.0858467544795205,-0.3146617185139148,-0.0963367598753702,0.8794989847513589,T_cells
+4800,1.102644453125,0.1043819921875,3.090648892823092,4.577176371476235,5.427169367257383,2.0947332737877,-0.3886644252324888,-0.2731625414715918,0.0586763910120345,T_cells
+4801,0.8026303125,0.12847060546875,0.9977490106694862,4.958708290857186,5.25027382518134,0.2558866444647356,-0.470192614681291,0.7260137918787734,0.0968050031480908,T_cells
+4802,0.844088828125,0.176002734375,-0.2667229775911121,1.1414911965710004,4.510016188628857,0.4557677611036493,3.605489068095335,-0.2004482806743226,-0.9472502843737778,Other cells
+4803,0.84003078125,0.14033578125,0.4083980805687469,4.821761230576412,5.389387241918645,0.4489338287482481,-0.0537366433228032,0.1342659629732192,-0.183378198463511,T_cells
+4804,0.94919734375,0.106500341796875,4.985328989797896,-1.6559140672314492,4.990484488536743,0.4209455546468094,0.2172089911577741,5.223999067437919,1.913679238787916,B_cells
+4805,0.8590465625,0.102799521484375,5.395667335534028,1.864658336586192,4.898980703791817,0.450998282688121,0.4053431059348969,5.509382324525383,2.007069899426744,B_cells
+4806,0.83961203125,0.13028470703125,-0.0669911716128807,1.0799652582092552,4.622978172918386,0.7165378776582322,2.735112840427546,-0.3747880268706421,-0.4916054344780779,Other cells
+4807,0.5750666015625,0.15287486328125,1.2173944610259133,5.277790875441436,5.736637923490124,0.913603454605458,-0.0466597993122234,0.4197133189059644,-1.6575397458792411,T_cells
+4808,1.4390028125,0.4781607421875,3.5486243196456044,1.146421247528387,5.050806548031906,5.29019328974613,1.3821925484329884,-0.2232951619621929,3.3036444360310555,Monocytes
+4809,0.66291796875,0.084206025390625,-0.2499280500362456,4.510779614830322,4.425560382380687,1.0716345393798512,-0.0167830514668688,-0.2337301062307219,-1.0073893939322078,T_cells
+4810,1.011589453125,0.122524208984375,0.4114470317718489,4.032258953163787,5.143903384132482,1.0032673187596133,-0.0663000194379588,-0.244110935600152,0.0314741959722819,T_cells
+4811,1.221794609375,0.2193945703125,0.7246279225694581,4.408364622931132,5.458532879289042,0.7359567732931601,-0.1965419530402643,0.7654604975904358,-0.7824965512359126,T_cells
+4812,1.80170625,0.585681875,3.676444692986757,0.8126544355379522,4.805207255987062,5.07582711625506,0.5666208716512441,0.5685393587236566,3.6789523718180015,Monocytes
+4813,0.83449328125,0.109153984375,-0.9158530939905952,4.818965768572481,5.673711688045444,0.4914302844921207,0.1987898581779466,-0.4349140791216388,-0.0936404377692515,T_cells
+4814,0.753197734375,0.13558779296875,-0.223671853889876,4.641929662079132,5.251907196096349,0.6006071840318291,-0.2662499186070867,0.1745348640352764,-0.6575320335434033,T_cells
+4815,0.94145234375,0.16597865234375,1.534097095544484,5.131514049820698,5.566830502634575,0.7415553776137438,0.98459853377781,0.1914734864377341,0.9015877397329704,T_cells
+4816,0.945405625,0.101208662109375,4.731668586612548,2.0003421972903066,4.9876143734504526,0.5899172606752494,-0.5103272965208445,5.857351062990864,-1.4864708295809923,B_cells
+4817,1.0007175,0.099573388671875,0.7695090846378111,5.033534114358708,5.273987869216411,1.165064718309341,-0.1734553684550982,0.5440327648262848,0.075849241096471,T_cells
+4818,0.700321328125,0.147916240234375,0.1271583048603825,0.78380016176456,4.146488616569039,0.0679942244560975,3.2364263591792444,0.8227435452161866,1.2408629240486555,Other cells
+4819,0.988021171875,0.1010286328125,0.3457417336279504,4.476843874010056,5.60851931114786,0.5289161583406516,0.0243499000761179,-0.8224069274114372,-0.2904943285368995,T_cells
+4820,0.952343828125,0.101304677734375,-0.2524620517499464,5.847711381090581,5.371333130406217,0.2360541961821206,-0.1930144471362663,0.1262699325859244,-0.7456923064033181,T_cells
+4821,0.878583671875,0.086492412109375,-0.6796887559041171,4.50408551687949,4.95760836440762,0.8539685929609535,-0.1347096584477113,-0.4281084026093978,0.4659061645429859,T_cells
+4822,0.8603153125,0.494305390625,4.429167269231297,-1.0578986025453034,3.833199887633001,4.103018511689781,0.5048395677221684,0.734298505945251,2.63587589081605,Monocytes
+4823,0.941587265625,0.113313271484375,1.6270823870986149,4.333859146783173,5.255220299234651,1.182078509565385,-0.2012877709435432,-0.0718038433791144,1.1962949729591223,T_cells
+4824,0.935678828125,0.133473642578125,-0.0225405372183227,4.426982827361912,5.1420482295408725,0.63117089129282,-0.032974725815864,0.1286645530095006,1.025693958637205,T_cells
+4825,1.00599859375,0.100364326171875,1.5190667483197933,5.004370044532848,4.697199303461339,0.5959273792722596,-0.0729980944315743,0.153104492298284,0.0374714492275511,T_cells
+4826,1.08314359375,0.102914150390625,-0.2593830118199952,5.205254776563527,5.351908348960198,0.030846803562811,0.2434917325321673,0.1138792949087323,-1.1103398310249122,T_cells
+4827,0.917769609375,0.08833232421875,5.95513088639827,1.6100980562114084,4.97525130932729,0.1432685209263789,0.3982341089542897,5.6576849478259925,2.222948425722445,B_cells
+4828,1.073844453125,0.130059072265625,0.8951313115698485,4.977886835071141,5.340343221779313,-0.0641675844306732,0.1043353424552712,1.2270406637156768,0.7309719997357109,T_cells
+4829,1.17151375,0.13556439453125,1.2822329836924955,4.471830970870228,5.17082233591001,0.931587720684582,0.5749839612516615,0.1066121177457841,0.1275119542357669,T_cells
+4830,0.950215546875,0.102311650390625,3.435932000489855,4.7966870235784205,5.429115674914856,0.4193603596581383,0.0733527596616427,-0.1083018542756513,1.2968623405288169,T_cells
+4831,0.979106328125,0.1421516796875,0.098846110201815,4.640518647444067,5.339953205935942,0.5410911311641422,0.0197178230308295,0.4715924116743573,-0.7569261095453914,T_cells
+4832,0.932101328125,0.088878408203125,-0.5115345383201898,5.335534237228034,5.197233987282985,0.880613013480255,-0.1930279726421053,-0.0888058120666889,-0.2259137430316617,T_cells
+4833,0.95645109375,0.4480549609375,3.2338512241708384,-0.0247070437540548,4.723476995983149,4.549885946827566,0.8824957913990122,-0.0367932375429946,2.9955828513093365,Monocytes
+4834,0.795581796875,0.1274204296875,4.623548705519679,2.07954431472195,5.114039142534975,0.8284011299362788,-0.4256448978564362,5.789913405377461,0.2021269883895426,B_cells
+4835,0.9393715625,0.0915164453125,-0.9972036633442128,4.393856285100366,5.53141528493462,1.0471971158544449,0.0308476402626713,0.5971540621177531,-0.3932355405958771,T_cells
+4836,1.057243125,0.121622265625,1.8605602508944048,5.15210774765689,5.70717640288421,0.5032180864969839,0.284520977831108,-0.2310338589320427,-0.1871551759169487,T_cells
+4837,1.1587753125,0.1225062109375,2.40842120476172,4.674365278880445,5.3729703598909575,0.5483943286103885,-0.1672301021369567,-0.1952522908618104,-0.6588801561098283,T_cells
+4838,0.814599140625,0.0795894580078125,4.679055238844471,0.657944094046052,4.339087946687157,0.3998320369278081,-0.0003116378952718,5.19451381744662,0.9973608393362354,B_cells
+4839,1.48196359375,0.4082418359375,3.4310804013035785,1.1593295951503602,4.916012700495558,5.278366314187166,1.852362337102585,0.9067301774775012,3.5684692969780114,Monocytes
+4840,0.915407578125,0.16199279296875,2.009461149301391,5.2689387763465145,5.548940119943247,1.0105455812495956,0.1826481686818869,0.6035589392571558,-1.5253933283042067,T_cells
+4841,1.052935,0.126088798828125,0.4454334491702705,4.923952916912199,5.683046062577369,0.474905836938807,-0.4486500135474851,0.3393103783824842,0.0326870156996506,T_cells
+4842,0.801480859375,0.102896748046875,4.403766679580382,1.1181490820760387,4.699877559905448,0.6968650462845833,0.4340101092561421,5.580445101660918,2.2879573637348822,B_cells
+4843,0.915811484375,0.1471601171875,1.5523589604999677,5.088994647194095,5.60936044115082,0.8304257391097396,-0.0620765789788302,0.395038073010061,0.9826767355736024,T_cells
+4844,1.3348175,0.1319391796875,-0.0909892256783752,4.438393067487958,5.391321368475143,0.0151520481509616,-0.666150847696127,0.2349108783686729,-0.9373576807173244,T_cells
+4845,0.860957890625,0.105765224609375,0.92366788160912,5.285020773674419,5.4580676277034845,0.0989609532344373,-0.0746191405121869,-0.4145962944222228,1.0072127320828206,T_cells
+4846,0.909960234375,0.0687390478515625,1.3680624671065154,4.041978196745332,5.274374824807084,0.7467932015206867,0.2248486996530456,0.5548928709902894,-0.1588451217521694,T_cells
+4847,1.083785859375,0.053029033203125,-0.261341901147993,4.214771653206816,4.856941024742921,0.8564195247337438,-0.0745596356679331,0.201903919781982,-1.0508452190699402,T_cells
+4848,1.3534478125,0.143376484375,-0.5783488846987442,4.076593478764023,5.210847439231143,1.1046355212981998,0.2221856552246207,-0.4417450966145289,0.774867866452055,T_cells
+4849,1.3775203125,0.3757469140625,3.93754768539931,1.019242157825148,4.337375153233465,3.857322590458379,-0.0292532936741398,0.2548728128986905,3.392916361623292,Monocytes
+4850,0.6958009375,0.10311638671875,5.554040523692099,1.178006017589242,5.125005322529252,0.5153036524957368,0.4482109994410726,6.116006327127712,0.0197459161865287,B_cells
+4851,0.830475078125,0.158375390625,-1.1560779242015145,3.87135574609741,5.03688911585591,0.7435246791581862,1.8052210203941224,0.0034511454822001,-0.6580688407748869,T_cells
+4852,0.900895078125,0.14660322265625,1.6227518353614945,4.813474888187409,5.657385684313124,0.6594024829539397,0.2865118365413965,0.1757551182168112,0.7232224723045491,T_cells
+4853,0.774281953125,0.1307371875,1.5732537293833744,4.7254435602494365,4.976428966552624,0.5151351439782803,-0.3751063143772397,-0.1957878908149142,-0.4049052789127508,T_cells
+4854,0.6339731640625,0.094576357421875,-0.0662638883189543,4.218692961508383,4.872510209209057,0.6564141949400564,-0.1701772363275271,0.2921812647596864,0.6290032070617955,T_cells
+4855,0.556686953125,0.15779328125,0.18841925553578,5.25935914035223,5.7075755012809495,0.4352239085011543,-0.132275032183735,0.2561551940905492,-0.8735599003760117,T_cells
+4856,0.938101484375,0.112198896484375,0.9793902646626872,5.290629063277835,3.742641407133768,1.3929069262925924,0.1947383340437892,0.1053730424283844,-0.1152713488185522,T_cells
+4857,1.02253578125,0.1147253125,0.9710191513000686,4.413967586718774,5.398925227542974,0.0192690090460768,0.1636016100842958,0.4125251072256875,-1.133953973050016,T_cells
+4858,0.810958203125,0.1371282421875,-0.3104229902141713,4.408452945748383,5.443258823383345,1.210655130815247,-0.2650131096262504,0.4254729856543792,-0.9513907531708526,T_cells
+4859,0.989885078125,0.0761904931640625,1.276809416346141,5.091564356915338,5.345522073128297,0.4584710023812124,-0.5082820526517557,0.3999224301451833,-0.9442158213694816,T_cells
+4860,0.903823671875,0.09552751953125,0.7099744275266517,4.369556917007905,5.495775103309027,0.371319151809213,0.143620681004926,0.2851820949084229,0.9920426125008912,T_cells
+4861,0.9598503125,0.13510771484375,0.4852174713553489,4.246047775178142,5.016350349919386,0.8224220979284761,0.1497828003500571,0.6010019124027238,-1.041642513776156,T_cells
+4862,1.061666484375,0.548184140625,2.964532499274537,-0.2761125384891217,4.514328680498772,5.333800644185159,0.5779375994884128,-0.6186725283946592,3.8661058862688105,Monocytes
+4863,0.8487428125,0.133908115234375,3.610048846671558,-0.0846269148177583,4.510916131781208,0.80258393534508,0.1919525745681319,5.50143772823812,-0.2180888304426881,B_cells
+4864,0.9466415625,0.095192060546875,-0.249859668755165,6.919961119156483,5.4439504907708365,0.948058506451413,-0.1425075712519928,-0.4138241245286965,2.3766264547852747,T_cells
+4865,0.918992578125,0.123025888671875,1.1672809230943977,4.182067208042168,5.527407712955535,0.3565337211046903,-0.2995934057568397,0.0095300426244576,-0.5986131820945703,T_cells
+4866,0.642733984375,0.152237568359375,0.017944826925765,0.7060540926872433,4.668763139209576,0.9083169552967728,3.5420457254862456,0.3157282594966841,-1.0643990584657486,Other cells
+4867,0.76041703125,0.143921376953125,0.590629432403763,4.939850304399371,5.636490452016551,0.9810243698170162,-0.3802702701216973,0.1956212612873294,-0.0205008581075229,T_cells
+4868,0.94640875,0.12783029296875,-0.4251189914256349,4.957936649343219,5.42900664301844,1.0618447884861306,0.0872818261490995,0.0898090071202125,-0.6829902443256528,T_cells
+4869,1.122001640625,0.11418642578125,1.5188789660364606,5.094775758109604,5.469780260107109,0.5292713537506796,-0.2573566360256309,0.2141164606322612,-0.0451019676376701,T_cells
+4870,0.746373984375,0.114001591796875,0.995977444350086,4.698691753408049,5.551603317709678,0.8280891903210583,-0.2156167107001247,3.0515185441384176,1.2795007733024684,T_cells
+4871,1.91682890625,0.22629109375,-2.35953447215114,8.171396317303492,6.268206510344823,1.2550488902261407,-0.0142638609749192,0.8798895684411743,3.410521999040925,T_cells
+4872,1.026641796875,0.101845966796875,4.386885307293396,1.0326814130606636,4.934112855450809,1.4049300772094246,0.2170296925053129,5.462654942202612,1.3385153173217847,B_cells
+4873,0.778253125,0.10588404296875,-0.3905125677938301,4.918447560872168,5.613777451114937,0.6919304356396538,0.3066114918850204,-0.0152376564054209,-0.4325185139024745,T_cells
+4874,1.17423109375,0.13584943359375,-0.6199680447291607,4.600983411735957,5.49585080941394,0.5914339754492755,-0.1299266149881848,0.323276144973616,-0.3194430279427142,T_cells
+4875,0.787622421875,0.128069736328125,0.7463669029889545,5.239756174351585,5.79586727282618,0.902391354198359,0.2555410982599633,1.0422133205903958,-1.0574149010921965,T_cells
+4876,1.3015521875,0.160539951171875,1.475541519013633,-0.032109572597491,3.9503461572316194,2.162022089109672,0.5634504341898685,5.244218508240258,0.5785705124506612,B_cells
+4877,2.30032765625,0.36859578125,5.594229278443579,2.629817807518169,6.044078025023688,1.6354122577281625,0.8259109345220124,6.9235358423988576,2.5470685249254506,Monocytes
+4878,0.799762734375,0.099573388671875,2.2427754136297127,5.750933018970121,5.478775863804512,0.8656175623494057,-0.0347507499863904,0.2164136606871189,0.793456303941427,T_cells
+4879,1.37051484375,0.11576708984375,2.694622708820761,4.854397831159104,5.43839230230782,1.0191242487641123,0.1606060949431956,0.1788949773374657,-0.7780972961041064,T_cells
+4880,0.748829921875,0.144555693359375,1.4393082595277815,4.539562090080961,5.18452294312923,1.25636684202904,-0.4478903643270313,-0.0835224353251728,0.6555071310568878,T_cells
+4881,1.33825734375,0.1299828515625,3.1273317172673494,4.9186964129110615,5.249512732917268,0.3653497112989454,-0.566416726663774,0.5828448285043171,-1.284413576575587,T_cells
+4882,0.95603171875,0.132588486328125,1.3106881916790356,4.7187571199341125,5.099008910856269,0.3209975768091094,0.5447638595563623,-1.040592518959575,0.2732532861579455,T_cells
+4883,1.3859315625,0.4735455859375,3.234294342656388,2.2862958396047524,4.695106734774487,5.411452622403697,0.1161679708250404,0.0280096292968137,3.670987504715,Monocytes
+4884,0.8711303125,0.106941416015625,-0.4686608078031918,5.063334040258155,5.343972569860278,0.314420053235417,-0.0117846031557317,1.0338751016696477,-1.2493458500568626,T_cells
+4885,0.86959140625,0.211432265625,5.767836062363472,1.3727180883517245,5.5326966319341375,1.417139496598931,0.089578751744684,6.342540343844904,2.943052254262863,B_cells
+4886,0.614902109375,0.12791791015625,-1.4595782246098157,5.25521154415644,5.325160010780257,1.0774246849991576,-0.5475141713796372,0.3225715157902136,1.2837589585117286,T_cells
+4887,1.01478421875,0.1222331640625,1.4111517793717956,4.597180734681294,5.517223304538565,-0.0218431799459602,0.108057807966049,-0.5635278337122974,-0.4796468471424118,T_cells
+4888,0.924147421875,0.5929987890625,3.766480321194311,2.047817430846104,4.750393942519674,5.370376739268955,0.3933877225289545,0.496486040026916,3.862580875994773,Monocytes
+4889,0.8619725,0.1030413671875,0.6961825793751899,4.362647118613681,5.273331574046747,-0.0437024297902789,0.1614673313250307,0.0886431823531,-1.051435733839124,T_cells
+4890,0.801444453125,0.4365679296875,3.942620883057133,0.9370182842694368,3.2827793496116,4.25123071618543,0.3793786158512004,0.0668994313883346,1.9504555106534056,Monocytes
+4891,0.934745625,0.0967319140625,-1.076404207149762,5.052991040615185,4.989951454949993,0.7585418823664698,0.1517556064530872,-0.4386389884844323,-0.7826761685193617,T_cells
+4892,0.871721796875,0.114443271484375,3.372916419547913,4.396819734271912,5.498245468071174,0.6852126201756287,0.3346524467257575,0.4533879542964121,-0.4766096945395618,T_cells
+4893,0.983533828125,0.15827697265625,0.6947690889748399,4.770845690806742,5.481364517154948,0.6834448405700779,-0.1236440738853174,0.3100246460705298,0.5877452493215027,T_cells
+4894,0.868789609375,0.134248359375,-0.2841772600750002,4.574504969057558,5.4095732708594975,0.7350503705685829,-0.323726237195781,0.1403586032584136,0.7817831235200524,T_cells
+4895,0.646156484375,0.0997954296875,0.0237895093178883,4.624111279922469,5.069423124736431,1.387806468367467,1.7540481298690065,0.4433163327236812,-0.0303591372701889,T_cells
+4896,0.843815625,0.121791494140625,0.5385346615430028,4.156243115430213,5.426858254708195,0.031373623826636,-0.4178033855445652,0.1818247097346818,-0.8868011869832761,T_cells
+4897,1.8595196875,0.485234453125,3.719297892829556,1.434934200224812,4.942955567678722,5.348044311844944,0.7901909094589395,-0.1727968659534398,3.375262118626494,Monocytes
+4898,0.93506171875,0.163631669921875,-0.0399017655446211,0.7338925636591217,4.702700124390718,-0.0544697750344142,2.942693561465904,0.6004081168707068,-0.7563976545998794,Other cells
+4899,0.834901875,0.08637599609375,5.085323907677357,2.249282245075211,4.972773854358318,0.997064690431378,-0.4035596875503375,5.370482569424424,2.3230405288745897,B_cells
+4900,0.84959796875,0.130968828125,5.634338852925175,1.6451008697570606,4.789156757274293,0.5537955490607191,-0.6651240971735599,5.835383847517302,1.398100525693443,B_cells
+4901,1.10366,0.0956229296875,1.3438297159717023,5.378240015758127,5.371401938420346,0.7815628132301454,0.3238591382375967,-0.5405696408482329,-0.8623692020079133,T_cells
+4902,1.119733671875,0.14134455078125,1.1146502596935073,4.555021946025417,5.480886482913436,-0.096228500468891,0.1251814694128795,-0.225470798200778,-0.604894749125259,T_cells
+4903,0.736036953125,0.122789462890625,0.3300738037510977,5.071918992373067,5.297016069080256,0.1764763914397583,0.0477899931566592,-0.1852401713022333,0.862304570605446,T_cells
+4904,0.86471328125,0.0669879638671875,5.187109629178694,-0.3146038705850663,4.843819559561174,0.3723955996025461,-0.3542551385085656,5.601218834127447,-2.0663280755075872,B_cells
+4905,0.845428515625,0.095360087890625,5.163646525248749,2.233251820374373,5.100742810184788,0.4399331907638961,-0.0146995751923795,5.897923457110857,1.7324693322805331,B_cells
+4906,0.87107265625,0.14461509765625,0.6459498047399931,4.541915803002539,5.044701045365854,1.1843140360866635,-0.1389155795626926,0.0468359531858288,-0.1406050543346604,T_cells
+4907,1.04416625,0.1686275,0.3335946951964361,4.553132772103333,5.372256227931503,0.850265430132364,-0.2483840564128852,0.6479232202400733,0.3455460522309579,T_cells
+4908,0.879615234375,0.118244296875,4.745214763375286,-0.18658188476174,5.18951707526454,0.2021821621563758,-0.2819016900572076,5.654303239114082,1.110873419250955,B_cells
+4909,0.95152171875,0.140231962890625,-0.148176983510022,4.877807462514978,5.239744335440723,0.5294929724320618,-0.0246146883352936,-0.0541223465607317,1.074455859694497,T_cells
+4910,1.2771096875,0.21008685546875,4.408471548704957,1.5461672303573006,4.233639174872109,2.030815235873509,1.213572352110971,0.2516833982938098,3.103358016093908,Monocytes
+4911,0.87033921875,0.25302544921875,-0.1726735797179436,0.7516475942530152,4.925473230431382,0.4408033889998651,4.31151479936798,-1.2128968097497583,2.0088084720290795,Other cells
+4912,1.36300265625,0.1810927734375,5.400443962159108,1.1747000879889482,5.687229979036943,0.6159033855138841,-0.2586637251572458,6.500040784232518,1.3130466569603592,B_cells
+4913,1.119125625,0.6090596484375,1.538262062974287,1.468754765124158,4.403297686142423,4.892126832281286,-0.0030283416011405,0.826629800844893,3.402633226503078,Monocytes
+4914,1.02119984375,0.1096898828125,1.5371564604285326,4.854447860602987,5.305614242664778,0.8519067528751282,-0.0880000953477046,0.2044629354650526,-0.2117518303126171,T_cells
+4915,1.01606453125,0.144406259765625,-0.1745072705347504,4.130374425644804,5.227092060890932,0.3974663616781304,-0.1939816741379748,-0.3403745254790188,0.3830860554575571,T_cells
+4916,1.186848125,0.114462470703125,-0.0075974276095024,4.444696822532204,4.866033398645064,0.9981501873907084,-0.2471676265379911,0.1440387174132742,0.6494373997892962,T_cells
+4917,0.885297109375,0.100460341796875,5.740690553938956,-0.9861050321981222,5.099946647088627,0.4920747414186459,-0.6457069910341924,5.781013376405867,1.175945344358829,B_cells
+4918,0.997849375,0.149567119140625,0.3701536684141486,-0.716132414366119,4.176328767007355,0.0288868617463327,4.170225839631581,-1.596596428998555,0.722864947736678,Other cells
+4919,0.5583943359375,0.097254599609375,0.6545653474782945,4.758675700775664,5.518751347981244,1.2471784762636169,0.1445277920465139,0.3518240157009719,-0.4340513555668309,T_cells
+4920,1.1665246875,0.082922412109375,1.42569179454115,4.492311984275871,5.29827766228146,0.8230097985721094,-0.2521790508036459,0.094479328982239,-1.215781926279511,T_cells
+4921,0.907576015625,0.1122180859375,1.319787003155269,5.777338379057564,5.210125007852927,0.9130395026718416,-0.1017203202545779,0.1440818685813062,0.5799021781101457,T_cells
+4922,1.46450484375,0.354779140625,2.9849366551639385,0.623978714756529,4.480736796532635,4.940519385554149,1.2863278336236832,0.5524094985999304,2.701386852694066,Monocytes
+4923,0.969286875,0.089917783203125,-1.1902086906119995,4.617334624200484,5.408176829059825,0.522558882625807,0.0929546163805543,0.1036177616900161,0.694271061365358,T_cells
+4924,0.80533796875,0.0791621875,0.7034962458022861,3.74692618527606,5.4967202614662005,0.2086875149170225,-0.1306910275493133,0.4876738360526086,-0.5160853222574427,T_cells
+4925,0.995950859375,0.141306142578125,0.3010374827977672,4.6994094082652165,5.562331307497008,0.3533374028525252,-0.1054656235536534,-0.0653186824760641,0.8299102113942327,T_cells
+4926,0.75803921875,0.1365749609375,1.6124961066013324,5.4775561752044055,5.426380372032318,0.1198394274517942,-0.1744068934551434,-0.3444833313104367,-0.0925075266424923,T_cells
+4927,0.8899315625,0.114672509765625,1.101785439121019,4.380669353147849,5.549047227025651,0.4512562197476928,0.1209233444082757,1.4348413546963217,-1.0066582091335872,T_cells
+4928,1.1153315625,0.2928203515625,3.76376959784782,1.4431057927688395,5.228690261037067,3.078730401032843,0.8334874119197575,0.1828961420278032,4.690108915391344,Monocytes
+4929,0.9259871875,0.18278265625,-0.8623891547827451,4.907120251920412,5.338653709905378,0.2241074085075771,2.8607116126248946,0.1815934513847369,0.1209585204457167,Other cells
+4930,1.067120234375,0.20117736328125,-0.6141187178772485,4.277718206132796,5.261364190469008,0.9673824553094,2.379329657244226,-0.461492802111774,-0.0714597860127075,Other cells
+4931,0.8538428125,0.164494609375,0.5889482036673724,0.9446149076580256,4.765844470494875,0.8625375952078597,3.872943240134623,0.4723125193792906,0.136711428323813,Other cells
+4932,1.193888984375,0.130361513671875,-0.1306775225122054,0.5506474365622256,4.5676397145262415,1.7598771096199022,2.795518971201268,-0.1032040101557991,0.8051899038425482,Other cells
+4933,0.97692015625,0.12418708984375,-0.2840776800662751,4.812729862447784,5.510975493288325,0.3023809630148767,-0.27719711346298,-0.0080986394287789,-0.5954274918894078,T_cells
+4934,2.90507,0.3393744921875,3.2156154532755323,8.185902069225742,6.513114118243071,1.3895716596001964,-0.3782966975274711,-0.788056633551199,2.727450178347237,Monocytes
+4935,0.910788046875,0.1495023046875,5.010574580787239,-1.683897869622806,5.20223219425646,0.6884659905350109,-0.1855491164345967,5.6443777400181085,1.885329884629179,B_cells
+4936,0.983316875,0.08884,4.745607481537876,2.1490814022365083,4.736232721395341,0.2630939266875876,0.3588273864543551,5.771294027972882,-1.4718921176850157,B_cells
+4937,0.927370390625,0.1167014453125,4.2716038434269015,1.0431523714663835,4.717767409315124,0.4503055904294794,-0.1656436055997424,5.785900503556034,1.9264734407383093,B_cells
+4938,0.79288828125,0.108814931640625,4.016024822821437,-0.6636666178060096,4.858666312709147,0.1844084050705235,0.3360580339545377,5.89038639978333,1.9214396825121467,B_cells
+4939,2.4027459375,0.5444298046875,4.84972989624469,2.3850442257278104,4.139012810139536,5.0591250482439785,0.0191343044273134,0.3447137103389312,4.0216880088005205,Monocytes
+4940,0.888442578125,0.13948724609375,-0.44812076253063,4.382160798596981,5.177675180166625,0.8238130546156482,-0.1992432597155886,-0.0879927072574046,-0.062443227915061,T_cells
+4941,0.74506375,0.1417526171875,0.7491840585881014,4.628710168491022,5.813324476577515,0.8536034187800443,-0.2733173866606689,1.506128549559657,0.0547348200707467,T_cells
+4942,0.92204609375,0.091900517578125,1.5290377606665506,5.42275252220115,5.0796558710601385,0.5584071048732517,0.4508270164323314,0.5376738335287494,0.9058769398147056,T_cells
+4943,1.02663265625,0.11416181640625,-0.5799599037769853,4.679691565758189,5.495738903194162,1.0978482134658316,0.0141171669887718,-0.4583918660293092,0.5750914596474679,T_cells
+4944,0.72033671875,0.20161326171875,4.674533234748533,1.9630394472908488,5.517535356186836,0.3978376082485683,-0.5353958491718167,5.266939401595569,1.8950643694374152,B_cells
+4945,0.79459171875,0.16279271484375,1.6131173676967772,-1.0225085024220235,4.874348512913598,0.9484652173635172,3.572351705377121,-0.1151749659239523,-1.0161258359069052,Other cells
+4946,0.6382473046875,0.1541512890625,6.011777598468439,2.648589524293133,4.96518959148954,0.0591598540419331,-0.4353615620708411,5.46970895348872,1.3733776259693546,B_cells
+4947,0.967703984375,0.09411068359375,4.8555130775764725,0.7469328759519136,5.123039974324231,0.7483478270526681,0.0144084237688592,5.286782057129656,1.808648388284966,B_cells
+4948,0.886988046875,0.1962046484375,4.9388617252287,0.9412810412970862,4.364760914169406,0.0688274384366715,0.99616502894097,-1.2114056875731094,2.4636162913154296,Other cells
+4949,1.6022309375,0.10372068359375,1.5510296168189708,5.292481510307635,5.542636734056382,0.9576215577986,-0.1105473936449644,0.2380409697095218,-0.5722563284909472,T_cells
+4950,0.919743671875,0.0815223828125,-0.8370785199787666,4.339852854092022,5.274222190431082,0.617637947285324,-0.0335819331632328,0.1567052916175236,-1.2419974052860454,T_cells
+4951,0.97127734375,0.158509208984375,0.5608941565895484,4.602691056192985,5.714465924066263,0.8049182433779202,-0.1269241464044194,0.1426627697799076,0.7025702048930558,T_cells
+4952,1.09858828125,0.08410041015625,1.3657423371882884,4.963673502964388,5.249891262274038,0.6184253959139897,-0.3572979194886598,-0.4115359664481969,-0.8104532196022289,T_cells
+4953,0.95940328125,0.108232236328125,1.0491656748943368,4.234365019187588,5.264071067347949,-0.1260215756988077,-0.0799073822479853,0.1862548734639915,-0.7313476977977077,T_cells
+4954,0.93711140625,0.149672744140625,0.0324336157254772,5.546729958331452,5.111972491602084,-0.0783482790778298,0.3169127578494058,0.0994131547141708,-1.1964502270926722,T_cells
+4955,1.05523625,0.14160978515625,1.271207894888002,4.734035321504019,5.652998531844818,0.6903261631049007,-0.0427498578038224,0.8520892412979635,-0.3138873600712747,T_cells
+4956,2.14115765625,0.28637923828125,4.035761365410069,4.669047129960876,6.0379225727216825,1.1705894624881823,-0.0515088185676012,5.8828018112790135,0.8456478329478302,B_cells
+4957,0.80145125,0.17424142578125,0.001119596408412,4.708976265854837,5.612224283307633,0.7531974938269267,-0.3689326731676571,0.5319395362778646,-0.9578085304040164,T_cells
+4958,0.923954765625,0.163806884765625,-0.8578173456388465,0.1751237116784013,5.114485144538199,1.0721649498144716,3.593584872474831,-1.1210653680732134,-0.0150072819738288,Other cells
+4959,0.5801891796875,0.1647400390625,4.482566364068926,1.1124454441816658,5.074962654905774,1.1652512790797005,0.2082120931598141,5.240868721724128,-0.2481748687839151,B_cells
+4960,1.305456953125,0.4484978125,3.0782231449500403,-1.314217580107425,4.855494414593074,5.080480152965624,-0.349278166544513,-0.3183353008375414,3.0374074703502254,Monocytes
+4961,0.646968984375,0.106853203125,3.931239594965822,-0.5712758569679466,5.00979900007325,-0.2370133601061554,-0.8866374127239791,5.716737392079691,-1.0777959164725917,B_cells
+4962,0.84834984375,0.132030390625,-0.6762727735356738,0.7724256602290019,4.732819338783691,0.5718862435904906,3.614503772845944,0.3908718661636113,-0.1800227026363218,Other cells
+4963,0.738690859375,0.0673450244140625,0.3189369274972408,4.653726721665636,5.334100667018938,1.7308490994689405,0.0503748183606173,-0.1412243717066104,1.094283613841056,T_cells
+4964,0.832408515625,0.111055703125,1.091541123832017,4.3685133879811895,5.616403497033903,0.8393777751961271,-0.054473277831491,-0.4689015584011534,1.4199188546530477,T_cells
+4965,0.98793921875,0.16959544921875,2.691648275182087,4.911047968723833,5.65181204409974,0.4694926765245319,-0.2160409178649474,0.1481294878937188,0.329185440440732,T_cells
+4966,0.556930234375,0.127319013671875,-0.472882373991631,4.956782121254356,5.804847155971071,0.6915736294252232,-0.2343841939571415,0.5065651524177542,0.372274811212803,T_cells
+4967,0.870400625,0.137445703125,1.8491294975160093,4.691035007733589,5.199027221244701,0.3365232204287138,-0.3757333235562617,-0.3244950099412241,-0.6114715028372961,T_cells
+4968,1.34081890625,0.510478671875,2.166444920409518,2.1332804952386457,4.731451017819793,5.02120397479579,0.1856492000291425,0.0389598018870635,2.813180930062256,Monocytes
+4969,0.783539453125,0.116970888671875,2.694962777507023,4.9853386887340845,6.199952240756897,1.6943357930390357,0.2241701904747,-0.5023465420467994,1.1389923536980482,T_cells
+4970,0.98739015625,0.143998193359375,1.0272600079792242,4.191140440423706,5.180001284385797,0.3461300617701194,0.0816724902932172,-0.4313441410111359,0.5112938069734474,T_cells
+4971,0.65879484375,0.160041865234375,2.24923187747467,4.5485538830535255,5.896344061001535,1.5283299818933695,-0.0500493872170299,-0.7283742286334439,0.9119503408560252,T_cells
+4972,1.202112265625,0.12656708984375,1.1726843152049369,4.820905605467893,5.396355384979762,0.4408011208328404,0.0442151703124708,0.5749520595265245,-0.9167330262973554,T_cells
+4973,0.792316953125,0.1248105859375,5.929680919207698,1.8506590833187588,4.842759156082402,-0.2782606043737827,-0.8928161433576882,5.08187149027406,-1.4939635341562971,B_cells
+4974,1.09511578125,0.109322607421875,-0.6894816267742567,5.060998336913818,5.555635797270021,1.1322130237231385,-0.2644424818207073,0.1505731717069898,0.0491618406846376,T_cells
+4975,0.88347484375,0.142616162109375,1.0339607483993642,4.330076637725065,5.215817453227377,0.860569416007233,-0.0886799141651707,0.7408744896752952,0.6686974447398588,T_cells
+4976,0.490554609375,0.096145615234375,1.086779702022457,5.246993709246647,5.153148805657264,1.171861258623777,0.3730676018437739,0.040616565608106,-0.910784603422401,T_cells
+4977,0.948936484375,0.11237111328125,0.983434304346577,4.276658585463206,5.1308489811677855,1.4096675945269723,0.2021778249779293,0.5693215618616644,0.5593259898518366,T_cells
+4978,0.85292703125,0.1595821875,0.0658488519435616,0.3022726071404022,4.406605304109503,1.1036060355559654,3.2746352496242244,-0.4473955073299106,0.1428834208017332,Other cells
+4979,0.869780546875,0.13947703125,1.4419012186559172,4.288355820595811,5.460093245829842,0.3185595960805158,-0.1643325383510218,-0.2890006076446656,-0.203314148474914,T_cells
+4980,1.3823621875,0.4492428515625,3.4607841663054955,0.9065974253613844,4.688358457319526,5.141751209973686,0.6853835164467038,-0.2415063541042186,3.227066208269753,Monocytes
+4981,0.908333203125,0.080097744140625,-0.713496097186145,4.600275952417751,4.949665721624306,0.3405794777159419,-0.1085610761785402,0.5335747088002466,-0.4672646741046643,T_cells
+4982,0.75885484375,0.080722451171875,-0.8868938324808762,4.716278857003525,5.499925840509167,0.5795973312551504,-0.0585828745032213,0.4967130296681876,-0.5624596902171946,T_cells
+4983,1.13795921875,0.103396025390625,1.115758428852447,4.877725841449144,5.580685167939922,0.2029722259147571,-0.7267651705152527,1.0521229148828617,-0.5812043499737131,T_cells
+4984,0.891963359375,0.128041533203125,-1.1463113653748929,5.119059791316764,5.453892652137436,0.8624193178939346,0.1918775865023287,1.8515693963208024,0.1465411819734887,T_cells
+4985,1.122963203125,0.0624566064453125,-0.2822126596799794,5.300316666572913,5.614544246824882,1.988614410468067,0.1799056046485533,0.0150596825644845,1.7433255880984044,T_cells
+4986,1.065561875,0.1201094140625,-0.0579872711076972,4.825082225113103,5.61061716970131,0.1985895136873312,0.0473785696767197,0.0620309505064825,-0.9462075099089522,T_cells
+4987,0.5446795703125,0.110288779296875,0.3387768551884327,5.373340755760214,5.282200980670648,0.8979099637959559,0.3998134951011548,-0.2039422797342757,-0.3435259164574511,T_cells
+4988,1.199360234375,0.135381962890625,0.3513817784438491,4.289401851322481,5.586013787414234,0.6144414652119714,0.3119232705988336,-0.1696469637409222,0.7148200543738747,T_cells
+4989,0.76199453125,0.10795978515625,4.630974791124867,-0.7409752321879416,5.312369167617255,0.163558579514185,0.5072846161509844,5.701637625987605,2.31418823564403,B_cells
+4990,1.001535078125,0.16920240234375,2.158947071066914,4.682768251720036,5.407475417571799,0.749050798632057,3.3586324367169014,1.015427442710762,0.8706200699577394,Other cells
+4991,0.705178203125,0.12616921875,4.606617557025707,1.4015657432432271,5.068095356743007,0.720037588610484,0.6961317371737974,5.269372348724974,-0.211183750178414,B_cells
+4992,1.038885703125,0.127794287109375,1.593559521891846,4.71296547092573,5.934260088625452,0.3935293503379977,-0.4213386425397237,1.3232114774461576,0.2523985436472192,T_cells
+4993,0.931718984375,0.089131044921875,1.616148507676721,4.768572934769295,5.179902234834965,0.8669821991228193,0.0398447624464596,0.2061175850463809,0.6536958932657437,T_cells
+4994,0.769562890625,0.104239765625,5.380849530306879,0.59371712738344,4.919226376214835,0.5633444252853727,-0.8293111110175837,5.651755306891447,-0.3168233179816815,B_cells
+4995,0.885022421875,0.075899443359375,5.251987339279292,-0.9614825653854768,5.166840868825019,0.2567582547492062,-0.0539887292573259,5.764958845699945,1.3940981727569124,B_cells
+4996,0.986395078125,0.112866796875,0.1475247695804954,4.8087140193102975,5.525926946200126,0.5940757302722659,-0.4284917510348647,-0.1892477791674782,-1.098795249732222,T_cells
+4997,1.093165078125,0.162811923828125,1.628327858996707,4.306411796824768,5.474410702641101,1.02229477561507,-0.471669432439397,0.0377297430551679,-0.6914037727735338,T_cells
+4998,0.902395,0.099331552734375,4.215635331221683,1.378158346087179,4.840336295677837,0.0269225627388113,0.0828670500381315,5.274935685154116,1.7259941143132669,B_cells
+4999,0.710297734375,0.119758955078125,5.352910483533015,-1.8821788177305427,5.028514355832774,0.4275189372062358,-0.9035489390639873,5.009183940097035,1.28732757319601,B_cells
+5000,0.97101515625,0.11873818359375,5.422164307277692,1.678832666042623,4.933257247447757,0.521134583000064,-0.1185452177107594,5.615516267548055,-0.7567154972506546,B_cells
+5001,1.0648603125,0.474272265625,3.3540265525351933,1.3992000886900904,4.560863166039883,5.030567005033324,-0.3341850082123339,0.0751683111915858,3.4567551608459417,Monocytes
+5002,1.229813046875,0.11155798828125,0.721061872605744,5.038054773118725,5.1604558971939465,0.401785169225636,-0.4394198864257935,-0.0543291620192665,-1.0934281836957604,T_cells
+5003,1.2572009375,0.116211162109375,1.632267131372806,5.115957192386428,5.269685533821408,0.8798490888926529,-0.2297688046833715,-0.0202062240469062,-0.9963104362383052,T_cells
+5004,1.082013046875,0.101425302734375,0.4547075667556957,4.798724806086746,5.513031557709954,0.6180414735859474,0.2454858303378842,-0.4309199141501656,-1.020025341385907,T_cells
+5005,0.864886484375,0.12502783203125,0.0692350297933411,4.628213114106496,5.4660037751501065,0.2471629251979176,0.0838231228688897,-0.533662814509262,0.0214910727368376,T_cells
+5006,1.035874375,0.09045607421875,0.7425605238720036,5.0713802444275,5.157593600855456,0.5744485184747228,-0.2018381114507451,0.0752837246105589,0.2957322584237162,T_cells
+5007,1.062064921875,0.1331159765625,1.251386507741468,4.826370165236663,5.606360110912617,0.6597675860169259,0.1268175536057061,0.7886389833315786,-0.3311390149516685,T_cells
+5008,1.1894415625,0.1116348046875,1.076428192375734,4.520272610862065,5.514359455950316,0.4451032597409381,-0.3875072863195488,-0.3897501936417313,1.197886848262737,T_cells
+5009,0.916779609375,0.16760912109375,1.6815745838366207,4.395184877128548,5.603553623712186,0.3063968377465647,1.788855907077829,-0.2872359717919401,0.642429589206635,T_cells
+5010,1.04778953125,0.141198720703125,0.6829942991697316,4.559642663780647,5.060055478299664,0.4416704574386744,-0.1436521025807617,0.6723086363017206,0.4791322931783052,T_cells
+5011,0.8239125,0.08679666015625,5.48772173100321,0.8299826915856454,5.110452943675788,-0.2296587766861569,-0.0658625398664919,6.060033299893632,-0.2394685481435605,B_cells
+5012,0.998395546875,0.0692161328125,0.7561903917397019,4.18090859151254,4.8006282111279095,0.7992698453430244,0.0734053083556608,0.9597609280859196,-0.0008665277354583,T_cells
+5013,0.66717390625,0.0864930078125,0.8992913523741902,4.831831879948268,5.579431962158623,0.3704589483724091,0.1395731024680439,0.2633496258187023,1.4921661873354002,T_cells
+5014,0.613868359375,0.16426177734375,0.6944219930375541,-0.2218930899179102,3.4373199791375586,0.7630367819756556,5.88369115089414,0.6616557628020334,2.321880261378748,Other cells
+5015,0.77093921875,0.09145283203125,5.090984999922855,1.619761592531825,5.068578233399,0.491598709564124,0.3026758886641125,5.453646258735036,0.6917295315851949,B_cells
+5016,0.94353015625,0.0785452880859375,0.367510377993183,4.889075613537043,5.094092546456412,0.6450167167893976,0.0997503218423427,-0.6094449841341649,-0.0501465063098096,T_cells
+5017,1.029411328125,0.097800087890625,5.30286708441161,1.343567772451001,4.850367335153705,0.0216224180385068,0.0796322417348239,5.959167322317586,1.3368003660669,B_cells
+5018,0.85615375,0.1358782421875,-0.4619064124650502,4.109256258619316,5.061561865203736,1.1268745387122627,0.1697303292079358,-0.4336467094531988,-0.383679081151761,T_cells
+5019,1.0564996875,0.138617099609375,1.0378563286430031,4.704977990595856,5.181898027536743,0.4388409247482388,-0.2214540680711797,0.2670947451249944,-0.0678961795088655,T_cells
+5020,1.018368125,0.091569853515625,1.0070662120759155,4.825285893119209,5.6369242729242846,0.910136517311362,-0.3823218677788169,0.4197877936412987,-0.769042290992512,T_cells
+5021,0.883846484375,0.143371083984375,0.9095755387252168,4.899106078402451,5.681050713848738,1.2285748568685186,0.2557175111038507,-0.5622550099277452,1.4048961637410518,T_cells
+5022,0.80545796875,0.103795693359375,4.852825031904301,0.6176272734886221,5.024234917628878,-0.0805579857931234,-0.6443845463879124,5.905113564030946,-1.609777825901871,B_cells
+5023,1.023371640625,0.08955892578125,-0.5066435419878501,5.367875310530393,5.655101477471194,0.4487856311347556,0.0651098504665894,-0.3588925914573285,-0.1223378812793532,T_cells
+5024,0.978618984375,0.16426177734375,0.3610050858772738,4.162088111016827,5.240851015663413,0.609306744733241,4.66092525439826,1.1972743753283106,1.4496490852392092,Other cells
+5025,0.86842765625,0.140416796875,4.395311810241509,1.710989122821846,5.1984022434684025,0.8291398289955445,-0.0322802891125806,6.206287064235654,1.3316957229042756,B_cells
+5026,0.7734621875,0.1105990234375,4.0544377267023,0.2712154294602045,5.011569064549381,0.3625279563600487,-0.231051827490659,5.776994379543684,1.9925424426231624,B_cells
+5027,0.808281171875,0.1555783203125,-0.4201687875767741,0.3541790675746701,4.297325145100458,0.6448893911293552,3.522932031283383,0.1251351643317794,0.5401683467967995,Other cells
+5028,0.859034453125,0.094723984375,4.031836256416499,-0.2748205374172389,4.907333953417436,0.9504843866215356,-0.1905067138318878,5.348434195983808,1.3314015327935398,B_cells
+5029,0.7531334375,0.09984943359375,2.026336011968333,5.925161237065014,5.065220364633849,0.5541608415474517,-0.1384644466380437,0.6223424204093226,-0.1666332554116054,T_cells
+5030,1.818891875,0.20527169921875,5.342567796362946,1.5693456054306294,5.505916708366602,0.9852611487253404,0.0819098196913774,6.670081323508508,1.4001788862731164,B_cells
+5031,0.856430234375,0.114203818359375,1.540913715208332,5.119822582507235,5.355032339170884,0.5158920630204338,0.1632725897042355,-0.2539566294035417,-0.095931539764164,T_cells
+5032,1.169477734375,0.5143853515625,2.608509437248635,-0.6869992194370733,3.301491416687361,4.128642049867639,0.7191077285622907,0.5348904693917181,1.9496216387837348,Monocytes
+5033,1.60872796875,0.24806400390625,6.0682213832192495,2.522558883542134,5.708425793502986,1.0876169491674876,-0.3228433604407525,6.208987641140534,-0.6104677109482937,B_cells
+5034,1.20257703125,0.124018466796875,-0.4491073616471596,4.96030629537028,5.385020071786622,1.3659199387305248,-0.2949797036668534,0.4920277371318031,1.3153542853180602,T_cells
+5035,1.01086046875,0.109224794921875,-0.4627013561039642,4.885326428079376,5.772879808474769,1.1184445515227024,-0.2635730371881615,2.522088274673836,-0.7506285082815647,T_cells
+5036,0.77958546875,0.15858181640625,0.7495481267156483,4.790089566664759,5.519935829193258,1.162450234566012,-0.3212362153209325,0.3442727867581564,-0.2466705087216765,T_cells
+5037,0.7765675,0.17413640625,2.365847112556845,4.659127773326376,5.504814659140817,0.6457071259093018,-0.0563695657600014,-0.113394110712797,-0.5045121888831674,T_cells
+5038,0.6982125,0.136064267578125,-0.6055812901647435,4.595355747884947,5.416745002220938,0.5486062620873325,0.081123770165069,-0.2594661268572054,-0.2105024450201411,T_cells
+5039,0.908086484375,0.116700244140625,5.278741719642498,-0.5271069461397886,5.131993722282931,0.2369938704256249,-0.6361538497241735,5.646063319313347,2.083962847014169,B_cells
+5040,0.855575859375,0.08506357421875,1.222077071596812,4.405460834454674,5.1627290789763975,0.5540739088873731,-0.1820566622465943,0.0418222544573622,-1.0853231276085018,T_cells
+5041,1.03358484375,0.15304349609375,5.307954926342857,1.2208499919228255,5.031892503705991,0.1388394733021024,-0.2556246264453488,5.7116577333275895,-0.0471059884085112,B_cells
+5042,0.865681796875,0.10219703125,-0.512974889348685,4.861608030428815,5.347101534026777,0.2563302578766515,-0.4587066069195971,-0.1944587781173195,-1.910528587055168,T_cells
+5043,0.784688203125,0.10229423828125,1.1318628119664171,4.736301113713252,5.0370889635637415,0.6587069412110382,-0.3573201319542204,-0.34514265531755,0.6612429199559499,T_cells
+5044,1.19083828125,0.10422896484375,1.107098429473423,4.502471258500993,5.505202416799654,0.1005025749957223,-0.2734615511680211,-0.4129711692472315,0.6417286934719516,T_cells
+5045,0.95765609375,0.14271638671875,0.3195032311744913,5.000070937871311,5.477834115683779,-0.1248413039530784,-0.3699132752640193,0.1577562117231314,0.7606553107032407,T_cells
+5046,0.7630821875,0.134693642578125,4.357722239009188,0.5095535332570209,5.073844654677509,0.2827064720548697,0.438646206981903,6.046472080894695,0.796070750313767,B_cells
+5047,1.124617734375,0.117969453125,-0.2070486850855349,4.724504914986151,5.179143763524064,1.1037942325688843,-0.045257276293078,0.2388236945104754,-0.0126666436529166,T_cells
+5048,0.872478671875,0.08258396484375,-0.4958854861746058,4.908641893541947,5.335905652921075,0.6322016469140455,0.0519650777034782,0.2619060733006088,-0.29004570052411,T_cells
+5049,1.79926296875,0.2001905859375,4.9636131193968085,0.2497686610324555,5.70239383594703,1.261169859021929,-0.0205940155073474,6.500988492038712,2.2160027609713104,B_cells
+5050,0.933059453125,0.30604767578125,3.616128968504899,2.45105710256601,5.748420536372639,4.320954241441857,0.2733999414795396,1.1493444314874866,5.03992437486599,Monocytes
+5051,0.795403671875,0.098516611328125,-0.298890489565777,5.290627071148513,5.397953394055259,0.8255168358093337,-0.3252420977199315,0.5581661871723096,1.085624586274109,T_cells
+5052,0.812975859375,0.126390654296875,-0.5051430353122325,4.447682246728007,5.017174792206909,0.7827988336976696,-0.1482297617285933,0.1022290237516276,-0.2024915860266401,T_cells
+5053,0.80219625,0.10869310546875,4.126418773528355,0.4935363583025187,4.479146752070782,0.1926204682146927,0.5687438070982864,5.330088971829827,-1.2517842621525823,B_cells
+5054,0.8636715625,0.14636498046875,1.6679622050187246,4.411630956582439,5.495642871244884,0.5741499464335101,-0.2149243282396623,-0.0340931232168035,-0.0634176294827272,T_cells
+5055,0.726496171875,0.133975927734375,0.7265819954982808,4.940007468008124,5.75493171582472,0.0184666722426993,-0.2165018022069277,0.3989364009295655,-0.3385700866715561,T_cells
+5056,1.02830296875,0.19010927734375,0.0105894509169732,4.3051014105255225,5.737301697766231,1.0276957159265423,-0.033448485238195,0.0701894134512724,0.373262019591271,T_cells
+5057,0.75009703125,0.1566476953125,0.9092218688866274,4.818438386744692,5.5945628943200045,0.7041213414240796,4.410039211834503,0.9520744568067188,-0.9649111484564376,Other cells
+5058,0.803626953125,0.08809107421875,0.7678544939122415,4.550001984722686,5.149998637922079,0.8949060435123891,-0.1215398697731951,0.7636874690967431,1.2270733329832642,T_cells
+5059,0.654892109375,0.186538671875,0.1601106930032269,0.8598720514644305,4.499601964576412,0.5806962149124825,2.0471124233920284,0.3394950333619361,1.310312841411843,Other cells
+5060,0.6720334375,0.102939951171875,4.900290872688025,-0.303035737500824,4.846421764812566,-0.0117767086392931,0.2508385254406505,4.97895406902783,1.1681451212381304,B_cells
+5061,0.839042890625,0.126316240234375,-0.8400035039418434,4.890935741996185,5.54145798307601,0.6209041039370375,-0.2213491668163379,0.3813713780524438,0.8715350370771496,T_cells
+5062,1.83254703125,0.4444479296875,3.0124831451679097,1.7472266839113937,4.866589044731871,5.114448862280829,1.0062688152048986,0.0902662389222742,3.534133793871265,Monocytes
+5063,0.881575703125,0.16115384765625,0.3136992232410447,0.3491965613934406,4.374496893813674,0.4676167417971806,2.693502080440289,-0.0096286569842572,0.7903786104212918,Other cells
+5064,0.9312203125,0.20146576171875,6.325706512693632,2.193239071849512,5.547155436897281,0.7312755907970189,-0.6259526482762151,5.225580553913735,1.498927654209227,B_cells
+5065,0.93627109375,0.0976056640625,-0.0628200840500967,5.00773328589091,5.36989980185681,0.7739341102152023,0.4470851408021462,-0.0892544287057862,-1.3758437610979295,T_cells
+5066,1.002918125,0.697859765625,3.0784069592228804,0.688589131947523,4.215280688969428,5.250299839416186,-0.2460975957228194,-0.0339612941526119,3.0258875291268765,Monocytes
+5067,0.914174609375,0.137112041015625,1.6820852096241343,5.018451632006812,5.561336427891416,0.3516098814491693,0.1696109215429221,-0.3043152462961115,0.7657801379435515,T_cells
+5068,0.72425671875,0.163872890625,-0.4900470092706027,0.5832834768563645,4.635985119192481,1.036613801669957,3.41187303035859,-0.3337506257759947,-0.8107450922048853,Other cells
+5069,1.044657734375,0.07766013671875,0.7551505503648387,4.304217173507671,5.1400166758584165,0.6687795698019784,0.2209809765029459,0.2597127801382161,-0.8720938879377429,T_cells
+5070,0.96382265625,0.134985283203125,1.1037074803261635,4.282326830710868,5.353707180691175,0.5205292693236445,0.0802647597007388,0.5199942691440179,-0.5562479737511495,T_cells
+5071,0.70537890625,0.0869346875,4.163155589256591,1.4618619845256724,4.603592758576054,0.5374250227658748,0.0455860462208543,5.419261710281478,1.186880319599552,B_cells
+5072,0.96725828125,0.153895634765625,-0.4596352751076802,4.3664501946384044,5.246233322079064,0.759562764716984,0.1523063644029807,0.4937403438736837,0.0580984570534091,T_cells
+5073,1.19083453125,0.117173720703125,1.8860000626143376,5.840198193087617,5.718547107341298,0.738102212939098,0.0363382890234041,0.0524216251973286,-0.9884159014488744,T_cells
+5074,1.018233359375,0.159544970703125,2.022905642545887,5.866410014078715,5.587113682786395,0.5688380396562677,0.1723531177545164,0.4158214523201038,-0.1780458528733599,T_cells
+5075,1.04972171875,0.113217861328125,0.625186044338209,5.059404228596841,5.449174413541289,0.375864132631066,-0.0611008154412008,0.8443150503196111,1.105442098236345,T_cells
+5076,1.194721171875,0.47392015625,3.829802169638817,1.6367025368175443,4.962110971770248,4.9149448929215644,1.696293840493536,-0.0689638111965638,2.998472617307307,Monocytes
+5077,1.08078109375,0.096807529296875,-0.0956897011864397,4.662073771881026,5.265412435518957,1.7419930183481127,0.4952727963372754,-0.0233015237350454,0.3327742490445061,T_cells
+5078,1.105442109375,0.126285048828125,-0.7587780709401362,4.9529102740140685,5.683869723189542,0.2458648962511085,0.3095627647780106,0.181765004864002,-1.0525493645912691,T_cells
+5079,1.2117634375,0.138924345703125,2.481337598139436,-0.5080517953161917,4.36479026159615,0.8977056316258397,3.0647737598061435,-0.2030313332571729,-0.2802513320045739,Other cells
+5080,1.3351359375,0.5265990625,2.809263360217057,0.9324276797625356,4.746909776935764,5.133530079780228,-0.224892716026243,1.0284768023966455,3.59435652061794,Monocytes
+5081,1.20482234375,0.4176259765625,2.7593879943042103,1.9393709649726905,4.6616831600934905,4.777547646914243,1.15721151225824,0.8728777174260948,2.9707906864923475,Monocytes
+5082,0.852971015625,0.135422158203125,1.2352802694408882,4.747863204784415,5.414108046168767,0.3182216140482122,-0.2884789596177463,0.2832397167688871,-0.1915503738849979,T_cells
+5083,1.01778015625,0.13877072265625,0.4496178474502218,5.372853171157982,5.496625946042787,0.422088949917387,-0.146206948492699,0.3470649699886493,1.3607745769353532,T_cells
+5084,0.925356953125,0.088260302734375,0.7883690371396955,4.176169630872349,5.466486713279966,0.6303382782343936,-0.5708414425571721,0.9596128661181847,-0.5454657330671691,T_cells
+5085,0.985378359375,0.119314873046875,-0.8607507896577853,-0.0842283145101214,4.469260760326001,0.1842379363630662,3.764255167794706,-0.6242662380074947,-0.4759720474229152,Other cells
+5086,0.9516646875,0.107015830078125,0.5255659661600005,4.3719244961734525,5.769301262970341,0.1492584298975744,0.4391493370899512,-0.7177712192652301,-1.4012025915832609,T_cells
+5087,0.764588046875,0.1087069140625,0.204240520120223,6.177869623469769,5.821881780772942,0.0383479681655696,-0.2480428763103428,0.4088454151219756,1.8570049506326007,T_cells
+5088,0.617283828125,0.1768620703125,-0.6041949537164653,4.424445937086156,5.377924026181085,0.749770513882463,-0.2410691452995954,0.4978288458048855,-0.1299967966314333,T_cells
+5089,1.261078359375,0.104529013671875,-1.5679277433190608,5.084871031191028,5.226551617558591,0.7813837728052331,-0.3002071431767417,0.1329548890071526,0.1919667426761058,T_cells
+5090,0.67311140625,0.1193898828125,4.928131894719994,0.3894902153294467,4.898533741188243,0.5034853672730243,0.1454142988771929,5.816097557337844,-1.1800483687928645,B_cells
+5091,1.17665203125,0.0774873095703125,1.9287062054649888,4.50785146783623,5.363218157711431,1.6275786263000656,0.0083244189217764,0.0310897818866784,0.7016934791801567,T_cells
+5092,0.774389140625,0.118883408203125,0.4927395816128262,4.883836226894135,5.40495671880737,0.3283064800112118,0.4662029800715094,-0.4317964418667672,-0.4197014304958661,T_cells
+5093,1.186828984375,0.5753298828125,2.9395952375745824,-0.0049342326076287,4.828519330357808,5.177184785287218,-0.0804381455937429,0.4975301090693054,3.92681935801226,Monocytes
+5094,0.971349140625,0.09837798828125,4.72602062220776,2.3887884889270588,4.960417257486685,0.7714084565098043,-0.1020283540632755,6.101090754644867,-0.3692502179610133,B_cells
+5095,0.768622890625,0.100869609375,5.512182812057236,-1.1169098047377553,4.79849885935507,-0.1239947438020755,0.1331430258968745,5.3558960847191885,1.9453667995029127,B_cells
+5096,0.8466521875,0.1518955078125,-0.0324463499379426,-0.2857739939340188,4.769796396478382,-0.0617839299785639,3.9676070823121368,0.116284382684194,-0.8213600475952142,Other cells
+5097,0.6141037109375,0.127784091796875,0.3047444900582419,3.3288375805967005,5.425391439281212,0.4539676248950539,0.2158164801915075,-0.0568802650165672,0.734186938596214,T_cells
+5098,1.1098225,0.098800458984375,1.6677307443031022,4.201553424634255,5.608863971146427,0.2529008925560526,-0.2102726820568292,0.4932749475991351,-0.5817242499561898,T_cells
+5099,1.07385453125,0.6741534375,2.8458382044477,0.8514405820237056,4.546084405830982,5.482828628580004,1.1420960811214085,1.1591107766650106,4.15586601894046,Monocytes
+5100,2.21450390625,0.29383169921875,1.6869099333962634,5.598065389106119,6.196208548536229,1.56545310497483,1.0297796604001466,-0.0948279088571662,1.0587718202825145,T_cells
+5101,0.911965703125,0.159334345703125,-0.3452722051109939,0.8785016445650438,4.844999352480484,0.7991748564227612,3.500051848414824,-0.8197994557793702,-0.0767019473921828,Other cells
+5102,0.5787763671875,0.13763953125,5.038667264732074,-0.7553243268590074,4.761873239619291,0.3911064492682013,0.8758672777066311,5.630127095769697,0.0230462260961899,B_cells
+5103,1.46022953125,0.25408078125,5.024266625343527,2.791435792208969,5.556821808720938,0.9904910433788034,0.1151442646856594,6.326298349933035,2.179735107266148,B_cells
+5104,0.932600546875,0.14091908203125,0.4335527884262918,0.9031187082857768,4.714654084855076,0.5486517843825786,2.528435081694361,-0.7394111005568361,-0.3758021976648623,Other cells
+5105,1.2496378125,0.24883578125,-0.1440497660439355,4.303215769793696,4.810982086897866,2.19780018763788,0.3693477254919644,0.5007428936025802,0.944764520605644,T_cells
+5106,0.875372578125,0.09033365234375,0.8073807876649195,3.987380334101992,5.286794553344018,0.6564534345768539,0.464232389944181,0.8992745213161388,0.1590745047101294,T_cells
+5107,1.2127771875,0.108163818359375,0.2292457228920942,4.813086341829848,5.4009273865323655,0.5374875166250621,-0.5003100480971145,0.201555787640459,-0.7782932454386031,T_cells
+5108,1.6867196875,0.126487275390625,0.8779729980760225,4.625107503821493,5.63374797476511,1.929819417071359,0.1895873664485177,0.1960729937043374,-0.613302214467832,T_cells
+5109,0.896033984375,0.1017985546875,0.0820272260677627,5.301905700922302,5.432447620934316,0.8040397282689604,0.0066895639298103,-0.616558240419505,1.305514963404305,T_cells
+5110,1.27766625,0.6487677734375,4.13273428664881,1.7147435357547804,5.132583904576045,5.775307719712145,0.1100958774129593,-0.2402014045971265,3.900330724546592,Monocytes
+5111,1.229478359375,0.211101015625,3.7468378287139927,-0.3782259781778188,5.3865453603888405,3.338262480986709,-0.2488577199949111,0.6600420530542231,4.746657306593116,Monocytes
+5112,0.724469140625,0.108661904296875,0.2136466497629394,4.87456935207727,5.476523072856785,0.5339018608235895,-0.0746640419544806,-0.2208621836345422,0.5001518416054083,T_cells
+5113,0.98039671875,0.090507685546875,0.7850354025220352,4.326918730690303,5.433356632980562,0.0406405306975247,-0.2647563512634305,-0.3155270984201314,-0.5764586313380299,T_cells
+5114,1.2000971875,0.2125037109375,3.619591350292607,0.7877522944203277,5.14959993313103,2.6382101465238725,0.2000424915743745,0.7334108099340763,5.075461175434114,Monocytes
+5115,0.7960971875,0.14633498046875,0.5327506289320321,4.94657118668419,5.659626963238489,1.2189010372388702,0.0557807278039854,0.323562300731448,-1.0075473915811315,T_cells
+5116,1.139044375,0.1043819921875,-0.2137129191680367,4.927137135416636,5.663467103213103,0.4061357249558013,0.0170756449117495,-0.5053920308383486,-0.4837671274126072,T_cells
+5117,0.6396709375,0.15592697265625,4.12927697925657,0.4953032731378853,5.350709377886967,0.1037929721370166,-0.3055766481863239,5.497529778259907,1.0999935152259228,B_cells
+5118,0.887575625,0.12340095703125,-1.2489901041768998,4.714802606526408,5.462299536632516,0.5285820325287586,0.0344592110500282,0.9147273491426716,-0.9006023937887392,T_cells
+5119,0.890429609375,0.11409701171875,2.4906108692392004,5.099763482093937,5.480609739233106,0.3275269377260573,-0.2035403578969224,0.6274665356491271,0.0882496245614982,T_cells
+5120,0.9512459375,0.24041533203125,3.12996563211288,1.5151384576165534,5.175146224130118,2.34598616950868,0.2274326850380085,1.350352400735453,4.351073225966731,Monocytes
+5121,0.9889565625,0.126559892578125,0.6054394324452448,4.810792967743939,5.465269938316656,1.122062697005645,0.2232363546177258,0.1533424703883684,0.299636799163989,T_cells
+5122,0.80952609375,0.1657776171875,0.8284250347572366,4.697205716901203,5.366774909417648,0.3622101597929458,-0.0281595771504587,0.6270432162271529,-0.7143538955254854,T_cells
+5123,1.0183121875,0.0509358837890625,-1.2799571191456984,4.6855311595953255,4.736052076138032,0.8201983973073903,0.2703669304702287,0.4664753472769434,-0.845938797441974,T_cells
+5124,0.715628046875,0.115494638671875,0.8996535387993241,5.312999598107942,5.3001441406365215,0.7219005454555857,0.0986525832651747,0.4516712219956592,-0.7286017164416739,T_cells
+5125,0.83148328125,0.19593013671875,1.0105675873029902,0.8795308152422412,4.704374824512707,0.7523077671958568,4.304480664778833,0.1107014725246604,-0.8580871666241089,Other cells
+5126,0.993251484375,0.084924951171875,1.2044907536030522,5.172298367147644,5.561023998672258,0.4710967019560529,-0.0039457273522095,-0.3240366564777474,-0.9466709181638064,T_cells
+5127,1.0616371875,0.17051720703125,1.6229163424121693,4.660645448383253,5.18573041487374,0.6592993201967087,-0.4160046492406962,-0.4166662748809785,0.4879044656716376,T_cells
+5128,1.0646340625,0.126086416015625,2.0037695761905403,5.117208174617705,5.628280761264864,0.3251648016302872,-0.6766896138932119,0.5846322228964915,-0.7796361716318164,T_cells
+5129,1.30373484375,0.4859092578125,3.643165912063039,1.4212831467132705,4.843294806856169,5.303445179913129,-0.1210243822565636,0.6449854635372424,4.937864422150186,Monocytes
+5130,0.872066875,0.09428291015625,5.767940164152764,-1.354588041986048,4.7524411584097415,0.2926748817080474,-0.7977689205577836,5.480512601109016,0.0123364719547893,B_cells
+5131,1.073863671875,0.124784189453125,1.024157167479828,4.500518055291562,5.053901971003394,0.5496833946327045,0.1345571985270114,0.1452816619462991,-0.2240805458632524,T_cells
+5132,0.73612296875,0.08625056640625,4.832924565235242,-0.5887356898396288,5.106944071244604,0.3053250338304257,0.1313625020192371,5.736720864650126,1.909720488399112,B_cells
+5133,0.779733984375,0.164343984375,-0.1472347779344161,4.561032506811322,5.261846215532552,0.7571047539606939,-0.024074257571751,0.0295653239110856,-1.1464854355435676,T_cells
+5134,1.127522109375,0.07553818359375,1.292100333983148,0.2795924848449621,3.3939022819184625,0.1933295013727747,2.284687439212212,-0.4050978107286771,0.4576558610165986,Other cells
+5135,0.80423453125,0.0881744921875,4.720876278631583,1.4795458291613726,4.967185322536226,0.7141744162669843,-0.0088096201720804,5.182667085809573,1.4516901492523144,B_cells
+5136,0.860500703125,0.110096142578125,-0.0826341755171969,4.908236873650403,5.804514487224486,0.9561843985373906,-0.0501264078344062,0.3667576896615303,1.0217637534150752,T_cells
+5137,0.793951171875,0.08870498046875,0.9248843733794564,4.2902565456117525,5.264941868208646,0.4306384064500356,-0.0997244828186419,0.4473672795346221,0.1883355833842371,T_cells
+5138,1.123321875,0.134219560546875,-0.1152952184596914,4.535959762159475,5.538419016297679,0.463500168915288,0.3389447295154637,0.0714897156789165,-1.2969662237215345,T_cells
+5139,0.93190375,0.092364990234375,5.198605296419156,2.194633848422622,5.140126127169759,0.2966084078877381,-0.1559766810721411,5.133777625507088,0.8420169674707709,B_cells
+5140,1.076816015625,0.1659546484375,0.7760065844043212,4.075482911777186,5.269540349002982,0.8882682086044982,1.986305102684391,-0.091161208980397,-0.5232554944495079,T_cells
+5141,1.41543046875,0.589140625,2.1235354989686286,-0.6794927130183822,4.299363199014592,5.1799997753653,-0.335942210570687,0.2905584683330088,3.4350396677230903,Monocytes
+5142,1.1331521875,0.1694322265625,0.5558681308449658,4.291256434708899,5.391564140805452,0.8635248549166749,4.108483437531857,-0.8968498597583743,0.656928410586147,Other cells
+5143,0.682958828125,0.086763662109375,4.183462913707662,0.5454328693208216,4.789970695377177,0.1773615305451301,0.1938987561600708,5.253259613604816,-1.0229702738711173,B_cells
+5144,0.770458046875,0.124418720703125,1.0286442299948335,4.59351922587646,5.224301770785913,0.5327281159997657,-0.2125201711884429,-0.0814830003973984,1.1724701342852988,T_cells
+5145,0.842903984375,0.104758251953125,3.9704311947075,1.1477979900250883,5.228282919228097,0.4037973149164305,0.4976606498739909,5.681763249666812,1.1821708625916711,B_cells
+5146,0.964470703125,0.08646240234375,0.946968832352488,4.211469241277638,5.066318815939228,0.9499417257077448,-0.0949096914417304,0.2217794114073403,1.3930275045940084,T_cells
+5147,0.92786578125,0.081556591796875,0.4821143968284234,3.881666485725056,4.592576192835874,0.8314741401149561,0.0966906757182546,-0.0104347891334298,1.1672637549464,T_cells
+5148,1.156113359375,0.13936421875,0.4499984122346671,4.4672930158488535,5.808782871951553,0.3040271979758716,0.0355403051699854,0.0084079827813773,-0.6120224039126508,T_cells
+5149,0.905098046875,0.13379109375,0.2610729539520873,0.3776878600941675,4.366582268359812,0.8077519348870856,3.8092935619048895,-0.5723364890143572,1.276302551224699,Other cells
+5150,0.997893671875,0.11936228515625,5.2453130900395095,0.7064781499894462,4.828257020022618,1.2269616750768462,0.4801775061309604,5.113836122961488,0.6635002128574143,B_cells
+5151,0.765745,0.084255234375,4.246823797357611,0.7924873222878235,4.754538985716314,0.2558478503779983,0.0076590771782907,5.898295904397412,0.8027503976481372,B_cells
+5152,0.88934609375,0.138621298828125,-0.3863929932171286,6.847104637050724,5.445913700519325,1.0106623787531448,-0.1197461601910164,-0.2855043543210183,0.8945812575750519,T_cells
+5153,1.255950390625,0.357799765625,1.0494688329597863,5.024967635507948,5.800805396889257,1.618100299579902,0.1459852023525242,0.4502956888996866,0.5271247998070494,T_cells
+5154,0.792372421875,0.168358046875,-0.2490523419192143,4.999359833586939,5.745763708701437,0.5556720914269675,0.1314248496570768,-0.2963556098859213,0.3036735754768687,T_cells
+5155,1.10107140625,0.136033056640625,0.803692474300703,4.586053175514524,5.23378913727815,1.1680583515569252,3.326472873217765,-0.3856732631770693,-1.4099508411846242,Other cells
+5156,1.07285453125,0.11090087890625,0.8951842831881922,4.61392880148707,5.482896689868348,1.594118881018798,0.4447824229120699,-0.0979275822229452,1.222723868236813,T_cells
+5157,0.992903984375,0.16841265625,0.1328881942929273,4.416008274681524,5.475642525363209,0.2903619841869471,0.0198225536947453,0.0623456405543285,0.6460983530368571,T_cells
+5158,1.13922671875,0.1269667578125,0.97085807854072,4.976807034066945,4.841341314160277,0.5061277708264009,2.261986113755092,-0.016804160383421,1.0602787524287272,Other cells
+5159,1.00041296875,0.147496767578125,0.4403200081167867,1.305586698396967,4.222529389037389,0.4603695111553242,4.256979608766689,0.6128189475843685,1.8059547738163264,Other cells
+5160,0.800172421875,0.1118286328125,1.1016327584394592,6.11412904933484,5.117978133420136,1.223925784146766,0.3628160906860927,-0.588887508057425,1.1666228629806286,T_cells
+5161,1.038528671875,0.15267623046875,1.6879714490146918,4.529932871341179,5.747627918440024,0.8622205437255503,0.0564298210567888,-0.641682669030414,1.6383473612329635,T_cells
+5162,0.6290253515625,0.10633111328125,0.0781371607710085,4.951386693794126,4.211581805728168,0.3590516675568638,-0.2188688315813481,-0.1193026616598128,-0.886880098100427,T_cells
+5163,1.234899765625,0.160639560546875,0.819416726924792,5.230770133981203,5.696999982835751,0.7203888383590639,0.1244957670384135,-0.0507633568336261,0.3986329335634105,T_cells
+5164,1.16973625,0.3362764453125,4.460472565909774,1.6855758701331214,4.668657164259408,4.661734109836133,0.9663578561808148,0.8453486783203923,1.8194147921121049,Monocytes
+5165,0.99299984375,0.1681083984375,-0.5136600283688191,4.376959473836183,5.631157067904172,0.6155324150731375,-0.6308461425241293,0.7800827335724805,-1.369052970040757,T_cells
+5166,0.81265375,0.098636630859375,-0.1527927930839722,4.19961093473547,5.017510311564373,0.5795718687393527,0.3021100400302923,0.9259149618811122,-0.2412830994777894,T_cells
+5167,0.784086875,0.1629853515625,1.319493112447063,4.863286594230992,5.334535523949824,0.8711246002639671,0.0020793098002001,0.1810156920273692,0.139641423326204,T_cells
+5168,1.082431015625,0.133770693359375,1.020522667746962,4.291372412001213,5.395230207022758,0.5867167772583926,-0.2174982115127263,-0.21908054891881,0.7198209605728473,T_cells
+5169,1.7789428125,0.2544401953125,-1.014675635486514,6.467776077764861,6.192409047117343,1.0685428850490888,-0.2260049724462836,0.059218674982146,1.7077768075834625,T_cells
+5170,1.208036875,0.1567173046875,2.8899971086444003,4.840737505917071,5.084193661479416,0.3433298170845267,0.1473606299954749,0.3230792078589285,1.3118111965616777,T_cells
+5171,1.38074640625,0.19167013671875,-1.361153684580039,4.747395017267846,5.021946927769852,1.84923406699216,1.260666019367327,0.275241672889982,-0.2042977417822984,T_cells
+5172,0.694162734375,0.118951220703125,4.262838706014759,-1.169132370828473,4.79486690027287,1.2645262206460195,0.6293775610359833,5.04416823282414,2.377048234767714,B_cells
+5173,0.792873515625,0.107383095703125,1.007400571732259,5.318178433122334,5.691497712546028,0.7220391381824374,0.1649758962201544,-0.4574200150938485,1.3243406345161994,T_cells
+5174,0.878124140625,0.12102876953125,-1.6587761129431218,6.755700833851803,5.075394619504992,1.890597998545744,0.4184205124870757,0.4900774638967021,0.9625120375985756,T_cells
+5175,1.123153515625,0.101182861328125,4.322233457234499,2.036880015976404,5.194870389382056,1.9590756948512933,0.684801317375292,4.929252621636839,3.3733319175338257,B_cells
+5176,0.992043984375,0.098293974609375,1.5987836636290589,5.376285733596251,5.004707682977995,0.5455505233379583,0.1190134071905944,-0.1049786076550926,0.5713143420147128,T_cells
+5177,0.98227296875,0.44757265625,3.10587065437908,0.9034825716672116,4.9350520326669525,4.9469324569812505,1.2463818276416792,-1.0401418029610177,3.423319807618346,Monocytes
+5178,0.7619628125,0.11798806640625,-1.1108171945759635,5.100249554284342,4.940539571347132,2.072557808770527,0.2183003786302083,-0.0770960297863851,0.1401845168081228,T_cells
+5179,0.905213203125,0.0895319140625,0.2639405433129916,5.2156942920073055,5.129989744305725,0.5614800870565695,-0.239835397212024,-0.2684276342818167,1.1392272910197407,T_cells
+5180,0.891106328125,0.11042080078125,-0.6360141330789875,4.593043908941201,5.271785389752654,-0.0104630734028994,-0.093693740794955,-0.2846277755564563,-0.2160330796326836,T_cells
+5181,1.151296484375,0.5726198828125,1.95597593612768,1.352983161024204,4.24496056796116,5.22186591057668,-0.3260747306849726,0.4072287163995937,3.130993922937928,Monocytes
+5182,1.40483796875,0.377211796875,2.910512256577349,2.4941197834169766,4.818988541612839,5.014134003738632,2.54072899244679,0.2116390176807046,3.351081111768349,Monocytes
+5183,0.91411453125,0.1432390625,1.1143191934634222,4.221589855005438,5.120515250522061,0.5244384294815136,0.0875638638082368,-0.1721809064971768,0.3689491417911649,T_cells
+5184,1.284802578125,0.3348127734375,3.3445143688323427,1.8867310567955493,5.004112481895351,5.491780231492182,2.2124647428029736,0.6055484025901497,3.9370453824066223,Monocytes
+5185,0.79290734375,0.1170855078125,4.7765380704879705,-0.96066135477402,4.845741070054194,0.2186258455652269,0.2962094349696138,5.88700274302437,2.3454770384241246,B_cells
+5186,0.77374421875,0.1219253125,3.1603057764178377,1.323379133410548,4.918988860285709,1.745596095247104,-0.1263697353812321,6.2315527106834026,0.4404193677947611,B_cells
+5187,1.0949925,0.091149189453125,0.5185227677048998,4.241655982743094,5.223088299526683,0.2583044769415165,0.2744625186459929,-0.190113029177476,-0.008581037665922,T_cells
+5188,0.874403125,0.1890494921875,0.9595241228523084,-0.5546677231853128,4.526073000597457,0.6311642113178666,3.6611658369041145,-0.8582786889313989,0.3420281222886959,Other cells
+5189,1.001443046875,0.13473205078125,0.9553715615018836,3.969493573886551,5.37932735316848,0.5483713505718217,0.0758919665662341,-0.2383795510719532,0.4760377768775584,T_cells
+5190,0.878189375,0.099139521484375,5.863091733548601,0.9791677009090076,5.084484349059881,0.6866435332730186,-0.678939808159253,5.15684012805783,0.9798015864207654,B_cells
+5191,0.5303309765625,0.14474171875,5.077230476118084,0.2284941609729804,4.92679949271771,1.4217806579931949,0.5937169836654982,5.837193718799236,2.079745057075904,B_cells
+5192,0.9585809375,0.137571123046875,0.2660075720061499,4.342315835131523,5.433192050340841,0.5847712792832995,0.4807765503010893,0.7196034647330122,-0.524942588681999,T_cells
+5193,0.829115078125,0.09227857421875,3.765105300752497,1.8564872559073715,4.961730895679866,0.7264642503304165,0.363580724449523,5.795548833707154,-1.2351626378882543,B_cells
+5194,0.753200390625,0.10730267578125,4.028525433495181,0.8046761770490016,4.9623209173586025,0.7944479495298781,0.7426681667765467,5.78392465303182,0.4975778942353378,B_cells
+5195,0.91336734375,0.092497607421875,1.0685567499902255,5.027761685208612,5.08956653201357,0.8251249818177495,0.2929342811648991,-0.6153040709510127,0.1383003292732525,T_cells
+5196,0.846411171875,0.163517646484375,-0.8340502237025738,4.566631698243048,5.187791947094635,0.6451643667102527,3.0054397590265984,-0.0339974729043059,1.0213097968155442,Other cells
+5197,0.788884453125,0.16183916015625,0.3657532085195298,0.2753626787951958,4.835286388886799,0.4331119298490542,3.111210928600883,0.5457270487059581,0.82064210536747,Other cells
+5198,0.5997657421875,0.147025693359375,-0.437813714133743,4.628524557905181,5.076765626930203,1.6971961255626182,0.4584342740234501,-0.25342444470479,0.1511824795663618,T_cells
+5199,1.038832421875,0.133420224609375,-0.4459672881717212,4.598142781035151,5.895457312677114,0.8052600734505485,0.1430715918835295,0.8273965148272964,-0.6432533679492994,T_cells
+5200,0.849977109375,0.140529013671875,0.591434757427123,4.4531096010773865,5.490194663676706,1.4641199232231394,0.268451818386572,0.423578911779311,-0.7687039410598435,T_cells
+5201,0.861848046875,0.1358782421875,0.5886432869788066,4.187395140761025,4.968743791266856,0.8162649035561967,3.382617782326073,-0.4017077944596957,-0.4689879043403462,Other cells
+5202,0.80407109375,0.088889208984375,-2.948610359050805,8.348326153271419,5.450082598301831,0.9482481867116572,0.154527684827149,0.3862015721178437,3.667581191359302,T_cells
+5203,1.5064328125,0.15463916015625,-0.5186777009617934,4.975125199861756,5.332307887902897,0.6871241131011667,0.1372148850642449,0.255917256282363,0.5016956641050813,T_cells
+5204,1.02347828125,0.150172021484375,0.3963105325548482,4.517730067623115,5.546797208010294,0.7145094448296141,0.397166051796212,0.0023205739077659,0.1027435108389571,T_cells
+5205,0.91458109375,0.15532328125,-0.4981752290003165,1.0600913377830654,4.559965586278685,0.6518382659642328,3.995263071936885,-1.4739452233150774,1.0100165714716702,Other cells
+5206,0.786365859375,0.0911569921875,4.672156541644223,-1.391714725133688,4.927495451821243,-0.2154135759495649,0.0581090938489952,5.958827919815245,1.956652878905696,B_cells
+5207,0.666847109375,0.110828271484375,-0.8127547951970722,4.908546545754206,5.596057501425689,0.5822943226607865,-0.3856669098763141,0.0195187829894736,-1.203852455842054,T_cells
+5208,0.5728673046875,0.2633680078125,3.999749992385522,-0.198031652451789,4.821903926671568,3.1839221332281045,-0.604223765970456,0.1484219587120776,4.292099071292587,Monocytes
+5209,1.18005328125,0.14494994140625,0.7425022751637662,4.306535193445499,5.569554737682945,0.6072188099411057,-0.4415862688247254,0.2976880793909333,0.9134209003089162,T_cells
+5210,0.656886328125,0.1809121484375,0.0879954525857349,0.1511452116453615,4.824580395754047,0.244477319335823,3.721469919502227,-0.2227869347457444,-0.9380357913925432,Other cells
+5211,1.1877090625,0.120490478515625,1.18522791040525,4.060640480026988,5.624988134815678,0.2979166119500073,0.098675162725135,-0.0013766051987516,-0.4273475424324062,T_cells
+5212,0.993627265625,0.133156181640625,1.4747164994102735,4.740371569460316,5.660271605846293,0.1861753184346631,-0.2916135331820569,0.8341387087532758,-0.5443456603807976,T_cells
+5213,0.818056484375,0.152817861328125,1.6324303916923038,4.185129207076985,5.60335096164123,0.6514833545517418,0.1325501989675896,-0.0094267113461072,1.1638470790437707,T_cells
+5214,1.088651015625,0.169600859375,1.2196291176900336,4.747072365635815,5.425201308191216,0.55708945453776,0.148098798559239,1.8345147425473023,0.7255914460473416,T_cells
+5215,0.9629709375,0.14713912109375,0.0458777811904242,4.464198743285739,5.938803032073968,0.8804975136316019,0.175415113654651,0.1189915356368046,0.7465825025870052,T_cells
+5216,0.785974296875,0.1024934765625,1.2951555073413477,5.292795015823647,5.444646296550857,0.3632315733227815,0.1535449642273488,-0.4829718047477395,1.2031102598043784,T_cells
+5217,0.634441015625,0.1035082421875,1.0188408609959243,4.1348710502595205,5.056139158900586,-0.3851806772876411,-0.0942189859981866,-0.1762930203330553,-0.5151386410843362,T_cells
+5218,0.86582859375,0.1189362109375,4.470676546304084,1.7850661698436894,4.751576048358084,1.6990973469711652,0.3665312965447455,5.527705838825544,0.9552185582867064,B_cells
+5219,0.904610546875,0.073275810546875,5.0332611686516096,2.0262626031858804,4.950353835562758,0.2999090707600585,0.3667378361306732,5.879161468282485,1.4399731788500831,B_cells
+5220,1.011658125,0.153724013671875,-0.0130553651813242,0.6669786872839185,4.81423479278851,0.7329435264777444,3.0332946120192195,1.2225837556072074,0.0473225013095758,Other cells
+5221,1.222596953125,0.2686244140625,4.832347108979341,2.1249667309429543,5.4689187913578925,4.816287185911063,0.1366803068277402,-0.7231773313898505,5.228667733887096,Monocytes
+5222,1.225456875,0.6410480078125,3.649006891751631,-0.3230863295310204,5.054515498550968,5.203015381313104,-0.4032495718236037,0.4690368716976913,3.6948832975664607,Monocytes
+5223,0.83971421875,0.1344433984375,5.866960955929432,2.189697799420187,5.143792015053421,0.3208003337488345,0.3695450993800268,5.6588795015641145,1.5765842969264494,B_cells
+5224,0.75544046875,0.1432852734375,-0.3423160405628637,0.5013123954600298,4.738298387000593,0.281014106585692,2.7370700018637724,-0.2441854397366735,0.6045851822937058,Other cells
+5225,0.97022171875,0.120858935546875,0.3293968570768217,4.687158955077917,5.4943290468341,0.3960521300558379,-0.301842681521382,0.5014572376589697,-0.6682372166144566,T_cells
+5226,0.639720859375,0.120125615234375,5.83054560320178,0.8239296618362268,4.791678137945997,-0.1548577661048173,0.3855134230402831,5.751517231827971,-0.8283246771432773,B_cells
+5227,0.67227875,0.08987337890625,0.1370895859015208,4.776778308719401,4.870361749773708,1.301079831304505,-0.2133141168809604,0.0199539761507845,1.3155999204578588,T_cells
+5228,1.041786015625,0.768493828125,1.5375181368373496,2.1534246774419,4.448191175886839,5.318424441936171,0.7628339212444638,0.4477888564868091,4.015783102040585,Monocytes
+5229,0.871421875,0.096274638671875,3.9521267802179088,1.340578638520583,4.855473095335661,0.4724446417348796,0.338254652813098,5.737340410409304,0.0458794249684367,B_cells
+5230,1.193342578125,0.136622958984375,0.0274508989964432,4.576188278932905,5.532536277889448,0.4466009156873621,-0.0600884039682632,0.168882920755075,0.4564328168077615,T_cells
+5231,1.4567778125,0.2832421875,4.197610715150314,-1.7416444485526323,5.410019934718745,3.531485214089873,-0.0699348901094782,0.1181443385545802,4.844189367005903,Monocytes
+5232,0.968211796875,0.1322884375,0.1382238638358637,4.902895811137055,5.454934635791892,0.4963075915268788,-0.4668583545215027,0.3446450520068572,-0.4231167945290032,T_cells
+5233,0.815866953125,0.25711126953125,4.142146354401719,-2.097659575108824,5.4361085476275175,2.869914200098832,0.333552681221299,-0.2196578565979406,4.501590022318681,Monocytes
+5234,0.79438140625,0.081671806640625,4.207754610344067,1.86190568872762,4.640934129539775,0.7844232093696392,0.8830668017707255,5.823303552015245,-1.7136885601816156,B_cells
+5235,0.860230546875,0.1322008203125,1.5058464820784612,5.28222356653088,5.630038176548511,0.1565212970059898,0.1614617493240557,0.2514920618699116,-0.1094355500356083,T_cells
+5236,1.1142725,0.4368008203125,5.2734748030859935,0.9553433473977748,4.931710135741286,5.450726775529074,0.6077258289073615,0.5485206934882452,4.475082056879539,Monocytes
+5237,0.86598484375,0.080753056640625,-0.0733271560696021,4.80851886278786,5.343246056293689,0.3914965506324333,-0.2557653399291842,-0.2101818581698306,0.0410517683087496,T_cells
+5238,0.92825765625,0.153348955078125,-0.7131042166484942,4.210346879373409,5.254584114834811,0.461326781983696,-0.0294110905937245,0.6122570534431193,0.940582224171838,T_cells
+5239,0.826498828125,0.177192109375,1.3476756159411818,3.986195763799739,5.261817070718604,0.7789907165385747,0.0675390233432227,-0.1210003841271527,-1.4745344923228312,T_cells
+5240,0.92271234375,0.09095115234375,4.527952235050718,1.142499654176258,5.114323214655706,0.4254428334573307,-0.6835019662112329,5.983041684024401,0.268654894428912,B_cells
+5241,0.792722890625,0.106265703125,4.266084208706211,0.1792201700418699,4.852194034716204,0.670563325142987,-0.9559666207157154,5.58951154297545,1.5202474601162308,B_cells
+5242,1.216549375,0.101940185546875,0.6119062274720516,4.599469704730056,5.662826273699575,1.247187178668797,-0.1671799048824011,-0.6341479322352758,2.099382019911914,T_cells
+5243,0.91720796875,0.128615830078125,3.739073697359289,-0.3340384869041222,5.2158814985921,0.2935249394521991,0.0379482275536692,5.445929972586496,0.6902716096850174,B_cells
+5244,0.771543359375,0.122798466796875,0.9744395472513904,4.449204540552774,5.4792908709469925,0.1182667546945671,0.0672735415829239,-0.2697389864605682,0.0922394555412534,T_cells
+5245,0.7753890625,0.125609326171875,5.107851249364767,-0.4787350599766379,5.080447940460545,0.4887457726276152,0.0933761456180518,5.979025599362439,2.320364220428715,B_cells
+5246,0.92939453125,0.13435458984375,3.710924472503621,1.1808031352992354,5.370021834779288,0.2477078886001354,-0.0952139468067946,5.718012563891088,0.3082451878775671,B_cells
+5247,0.928813671875,0.0780448046875,6.044212484689895,2.1850810238941127,4.739287290129621,0.5667248093655355,-0.1445028595440585,3.778987785799916,0.5983594712311603,B_cells
+5248,0.808335703125,0.2040873046875,0.0379359932219738,0.7764575238651239,4.321191274837438,0.8177003270898738,2.5332905312473404,-0.3882498587668865,-0.4106468428400511,Other cells
+5249,0.994633125,0.360438828125,4.21551939935672,2.237534962891633,4.630240247431148,1.635864519898013,4.20613387222236,-0.861341234673149,1.4641928861714255,Other cells
+5250,0.775072109375,0.099313544921875,4.7685804003858445,1.8661529846958127,5.024407578891645,0.4660825631451645,-0.2246600500379689,5.801690057839343,-1.784275284172298,B_cells
+5251,0.825448515625,0.094521748046875,5.123278361555792,0.9050652138647266,4.845439889345486,0.8756945589940879,0.0905193006585834,5.466782425863878,-0.7405590465158525,B_cells
+5252,1.038818046875,0.105403359375,0.0852094219865134,4.890447193076104,5.659120284519437,0.9165023727225932,-0.1818771338335365,0.278147049995348,-1.0923326787326024,T_cells
+5253,0.965111328125,0.3085593359375,4.670228406475924,1.0986785879590348,5.015574595549802,5.03177622688209,3.101895683094586,0.658109353211056,3.168394428114557,Monocytes
+5254,0.67079453125,0.116042529296875,5.4104975408826,2.6741124606228777,5.192245879262023,0.4576846058982277,0.0457081940473459,5.794356121213194,1.5446055215110706,B_cells
+5255,0.895381015625,0.12257162109375,1.448755947921746,4.378412701623511,5.238954599585236,0.4825297454707857,-0.1118019275212392,-0.1756958558653797,0.1410254141813779,T_cells
+5256,0.888445234375,0.11595431640625,0.7927916722542,4.896550111636055,5.207670527437548,-0.0724136696197219,-0.4086701901733275,-0.2600277613996706,-0.3530950670051037,T_cells
+5257,0.754859375,0.11712091796875,0.1315633905611337,4.859888103823751,5.43878052687892,1.966131604512952,0.4368135388491698,1.061840876765392,-0.0435056871213042,T_cells
+5258,1.0403809375,0.10664376953125,1.2677499834777108,4.706080863759867,5.7071460963977065,0.0205905006886007,0.2293416106101365,-0.3106268674795508,-0.805998709890714,T_cells
+5259,1.61103328125,0.132167216796875,1.0135530814848408,4.604436632010142,4.894138385669509,0.9861249147929616,0.1679693864891745,0.1106335090489394,-0.8615846459681914,T_cells
+5260,1.31813203125,0.17042599609375,1.4522961405106454,4.704533192580901,5.947428358063635,1.1840002288245186,0.1578665554209966,0.0204685931498217,-0.7996499921581259,T_cells
+5261,0.61930109375,0.09023943359375,5.149159183522484,0.6368054163382506,4.521245615721692,0.0608651259776696,-0.1343469877994482,5.266687589762159,0.4827757667179709,B_cells
+5262,1.008711328125,0.0535655224609375,0.7013546825941699,3.7956446071735503,4.847709654461366,0.6209822833562266,-0.1591245907460821,0.3701550719644428,-0.2641046405624151,T_cells
+5263,0.90425234375,0.13026130859375,1.3163037168755485,4.749862396084187,5.354451835670992,0.4838075479010446,-0.1231710569905921,0.5194146922397214,1.3781987391775865,T_cells
+5264,1.41898359375,0.3933593359375,4.212053833188064,-0.0416609798230512,5.120749343019234,5.443125745671581,2.038230231354213,-0.877809414501776,4.158164060687537,Monocytes
+5265,0.813534453125,0.149631328125,1.398536606142819,4.14295134970616,5.269233170624376,0.5768318489733922,-0.0343928295001046,0.2177187743691378,-0.2140659514043284,T_cells
+5266,1.012161875,0.083459501953125,0.6642499654730993,4.65783407923329,5.068960756896439,0.7277657620207356,-0.5115126778686645,0.5375913572340754,-0.2409919626518282,T_cells
+5267,0.5906233984375,0.19030009765625,4.764655079844645,-0.0154034597910482,4.39835285858981,4.031109859052869,1.160572630929077,0.0764744869558062,4.154471393483385,Monocytes
+5268,0.69138546875,0.07092341796875,0.1294450215270778,4.205937007376087,5.041531791061903,0.1756059410669731,-0.2858501884305891,0.0138804603023188,0.3042836384729933,T_cells
+5269,0.765133984375,0.164246171875,0.1147813492754303,4.981224824538362,5.719999704742149,0.8285308884507335,0.0203466160494368,-0.0464590589292279,1.0595740988151394,T_cells
+5270,1.0973940625,0.1063269140625,-0.3416290995347021,4.5054394711035375,4.685887982315113,0.9988197532910608,-0.1557136197458264,-0.1103296438244002,-0.544446410255927,T_cells
+5271,1.004421484375,0.13186716796875,0.4780041588859107,0.8680697591030824,4.748105908546593,0.2612317754805159,2.6498235543830844,0.2484124782351432,0.0888285418407349,Other cells
+5272,0.927909296875,0.153856630859375,-0.3152808013510834,4.7149447370344255,5.514284331301151,0.7784102204529677,-0.1356350099460271,0.8028135394630892,-0.3409726873895213,T_cells
+5273,0.750955234375,0.145846494140625,1.3566145142396524,4.2597722167114,5.539419487076512,0.233558117211006,0.1378628721361609,1.2471747868783083,-0.4279323222550713,T_cells
+5274,0.878738984375,0.160960625,0.5823535574941137,4.08194489002718,5.052090062940568,1.2385612227937342,0.023058311974343,0.2992021767583713,-0.0913415720749438,T_cells
+5275,1.0666715625,0.130732978515625,0.3077808367638459,4.766278896557835,5.655018393848599,0.5014376859764881,-0.1703810766905179,0.2653417670361285,-1.0698823030888174,T_cells
+5276,0.894195625,0.063429365234375,1.3037543600918495,5.074431252303789,4.770973583308465,0.5446501120431948,-0.3168858058430998,-0.0010803351502125,-1.275072365504108,T_cells
+5277,0.71499546875,0.1455710546875,-0.6113112707373871,4.315780796832802,4.95531234640783,0.3897529615037823,0.2254063369166545,0.8023241081938507,-0.1697614158916633,T_cells
+5278,0.80201328125,0.1270063671875,1.0989308808751048,5.306805832870913,5.331871630960297,0.9280598596804372,-0.4476998913674245,0.2845974105380589,-0.8845293204082039,T_cells
+5279,0.85676765625,0.1833125390625,1.37618102220366,4.45797046227175,5.409463171165131,0.971881261824285,4.1482559344919885,-1.4588073746684485,0.0883295241636373,Other cells
+5280,1.058012734375,0.107116044921875,-1.7747153171179588,5.606965275919977,5.333081300176698,0.138839901157118,-0.1986583015244397,0.242251749475847,0.5093097191748123,T_cells
+5281,0.970124453125,0.125245068359375,-0.70638196528428,5.155859048636634,5.459770597032255,1.1846878564578092,0.1027968965432843,0.2260963243337492,0.7786252989970405,T_cells
+5282,0.65120140625,0.16874390625,-0.2705231988641359,0.3585026416001609,4.560015395282488,0.3023096250037572,5.753877307860385,-0.872594054873476,0.9606468551331964,Other cells
+5283,0.7769040625,0.135079501953125,0.0128846488726102,-0.6412398627340187,3.159663914596352,0.5974814473918041,6.213288456531663,1.272218015204795,0.164028245073533,Other cells
+5284,1.78711375,0.19117744140625,6.267472999471944,-1.826325861028066,5.613811765246907,-0.0782478929880114,-0.0884719275306396,5.999234444965825,2.431738698824,B_cells
+5285,0.905234453125,0.144773515625,1.0616292022842384,5.085939027389243,5.635721634081872,0.6955523735741606,-0.2942234399312035,0.0047396162631599,-0.51665946562087,T_cells
+5286,0.851886328125,0.147331748046875,0.7513836717762635,4.2741087046505735,5.3125601378983,1.195122413928177,1.5745856946172292,-0.323979007442225,1.437085770297538,T_cells
+5287,1.03065078125,0.24794462890625,5.44226362237592,-2.0748435327051955,4.749377779049107,0.1959704836224682,-0.315360229600247,-0.2109320487576821,4.737198638195955,B_cells
+5288,0.821535859375,0.09884787109375,5.672466343499226,1.5392727162091888,5.185705072482218,0.1075638059036525,-0.2700145612000287,5.045877628168371,1.0728998720075844,B_cells
+5289,0.9000765625,0.143733544921875,-0.0304638703129471,4.638615299896727,5.3670422317701965,0.5769446626489206,-0.2134510825634645,0.3111140730644489,0.2254776833842374,T_cells
+5290,0.973957109375,0.084380654296875,4.827520266713794,-0.0191642069593229,4.571296178852172,0.2395527279621072,0.2484084716285791,5.7691672986639935,-1.453912752349219,B_cells
+5291,1.196215703125,0.633536875,3.487609766156616,2.577472569690668,4.98518079364257,5.578438637841236,0.2541039258409506,-0.1102326201874469,4.199684265203447,Monocytes
+5292,0.75315390625,0.132023798828125,0.9056219340091424,5.112620594293436,5.599063703622187,0.6032889281607988,-0.3371188798306396,0.2802570846355664,1.2151733356298533,T_cells
+5293,0.838589296875,0.087277939453125,4.967299852087091,-0.1128671659871466,4.884007446671163,0.5823929538176731,-0.2523916656590955,5.841656765049117,-0.2653040265642762,B_cells
+5294,0.798674296875,0.115169384765625,0.1133805876828966,6.039249069552315,5.490017422233632,0.8087086745006727,-0.4349352267113385,0.011528774193781,1.5789787805343596,T_cells
+5295,0.778204609375,0.07123966796875,4.588231739674642,2.2258305208902347,4.338521828761041,1.6726445063053414,-0.001765958208732,5.101895330086463,-0.5225839364536262,B_cells
+5296,1.39607609375,0.4513730078125,3.4543791117305345,1.7633554955160449,4.743327915995597,4.944022001022604,-0.0580394642641364,0.498008472420879,2.8567642430297164,Monocytes
+5297,0.88580453125,0.140679638671875,0.5105915220160125,4.68787145358343,5.264652324158292,0.2960171560506505,-0.3957873152165219,0.6387440875681366,0.2352948464617049,T_cells
+5298,0.69878671875,0.151058359375,0.0673853472312929,4.161786920205023,4.764286628204948,1.5178242395618444,0.5744076295413101,0.1046944429402392,-0.6695186202370901,T_cells
+5299,1.01766671875,0.12807333984375,1.6302492217289084,5.04958630852152,5.646730973161524,0.1877294309600063,0.0794798325367417,-0.2721313945433273,-0.1907721231579256,T_cells
+5300,1.11246515625,0.139407421875,2.000333779114838,4.002387093298688,4.942559475756223,0.4194425856629705,0.0949254149681266,0.4577116792036037,-1.0512707302147768,T_cells
+5301,0.480945,0.133656669921875,1.067940181807265,5.23709002436141,5.711499522876986,1.010456114969044,-0.1067397819940632,-0.2887952594541471,0.8448004269522246,T_cells
+5302,0.98400890625,0.112043466796875,0.0262031792035469,4.199960992710856,5.002708654807644,0.2626550294005197,2.279533949673967,-0.0852805966092437,0.2401855413556385,Other cells
+5303,0.89331625,0.1687733203125,0.1981616202989997,4.7495513505847775,5.579818292068527,1.0937118997795643,-0.4391433302963378,0.6676013240846095,0.990634350297846,T_cells
+5304,1.147993828125,0.136926005859375,1.657255151141234,4.3662861194256015,5.044615356698649,0.9519427705009768,-0.3591410643713674,-0.4065846798743466,0.9423397362547632,T_cells
+5305,0.690721875,0.3756905859375,4.506135721356051,0.2062680606105497,5.19998455161679,5.452580497665607,0.6186542788323042,0.0701137313039766,4.394210238652256,Monocytes
+5306,1.712455,0.447991875,3.5907971590151004,-1.1400054169678226,4.449156824096881,4.605801553725191,1.7618613404926156,-0.8420350834962588,2.45453021067622,Monocytes
+5307,1.18447203125,0.482819140625,3.0332594772551897,1.851582558076732,4.682558664298406,5.352938898425439,0.4565838410332541,-0.0215859522701842,3.360952315117881,Monocytes
+5308,0.720466328125,0.126498076171875,-0.3266139637682154,5.484685095781565,5.542351910805157,0.984307246942389,-0.1269524947548783,0.3748208278819754,-0.8254420130313678,T_cells
+5309,0.9560046875,0.12521986328125,0.0538740770326444,4.97715730684197,5.836313277967339,1.032723706096765,-0.1559046182650148,0.0107777917494595,0.4423918542842251,T_cells
+5310,0.845180625,0.161957978515625,-1.2788425414114732,4.594746203382389,5.117502850326426,0.5097591518289334,0.4464953939846823,0.7637243297543526,-0.2240069046032947,T_cells
+5311,1.741229375,0.557361953125,3.9358060963381982,1.0616872623683336,4.907593054476105,5.261048461968739,0.5786106083075424,-0.1581120545670605,3.9437902003725496,Monocytes
+5312,0.9689040625,0.18380041015625,0.2977654597811404,4.643335632864756,5.574704204979405,0.7594545435003373,-0.111410330294658,0.768843884418652,-0.7296273653870596,T_cells
+5313,0.979241875,0.103621064453125,2.5385219308707234,4.807779875175992,5.578374381251501,0.4442003825334011,-0.1365059919601604,-0.3247580457866741,-0.826762464871992,T_cells
+5314,2.6461259375,0.1669676171875,3.62263023003164,1.7254126301081536,4.198030837854445,2.9649056752026435,0.6745452565790148,4.860528115292568,0.7780437134102604,Monocytes
+5315,0.98956265625,0.412586640625,2.0206136650315534,-0.6564890467638808,4.685855761078473,5.2463335358486285,0.3376603363057005,0.2789998904427702,3.0249246096326985,Monocytes
+5316,1.089170078125,0.133692080078125,1.6525715516771775,4.826631588903688,5.449912967779008,0.3095497387911027,0.4381190412628031,-0.596254846118773,-0.9302266241278294,T_cells
+5317,0.857564921875,0.17993517578125,1.6851016808352184,4.43513090451405,5.528575016820393,0.2724349560012817,-0.4614876415225866,0.3035298283510059,-1.211842729108922,T_cells
+5318,0.8425259375,0.090559892578125,-0.3491138568441955,5.542372325011289,5.161511367257759,0.0165820400186764,-0.1176628254491455,0.7090071210840709,0.5382773465288144,T_cells
+5319,0.84581921875,0.092233564453125,0.7448404221882139,4.773989135380391,5.258969738162051,0.4423737816098306,0.402651078895357,0.2171205361928036,-0.3595244589109875,T_cells
+5320,0.775228984375,0.06885306640625,5.151456305166964,-0.9956540619238234,4.967906030629401,0.6463525643688741,-0.0303717461915683,5.553770421717978,1.811108858004324,B_cells
+5321,0.8066684375,0.149657138671875,-0.8116547680153884,0.6570390342401431,4.8805532839689,0.6896230834506637,3.056411835068206,1.102440029659248,-0.2424009825787226,Other cells
+5322,0.852920234375,0.0805142138671875,3.6486105209544095,1.181979467162305,4.771933206396265,0.0744169249113446,0.1755900047358463,5.52238239542847,1.6864434476608718,B_cells
+5323,0.658087265625,0.094196494140625,-0.8374737392528346,5.419006447136652,4.73055525628885,1.3394564913393636,0.1436465096787801,-0.0429655603261955,1.194988487934901,T_cells
+5324,0.90851890625,0.084782724609375,3.837275272130781,1.6436754308956547,4.896693047380955,0.8762342586756284,0.1250870243045292,5.783387519733335,0.3512384279400193,B_cells
+5325,1.3810796875,0.537062265625,2.880112891516749,0.3753915793182139,4.431993979367145,5.113151222116934,0.4548724970278942,-0.9107630745791664,3.652718028399129,Monocytes
+5326,1.053210234375,0.151156181640625,-0.1093916875088994,4.851341672197695,5.56113644896919,0.6064279806919101,-0.4098116524844635,-0.0241861199330975,0.6622106736502927,T_cells
+5327,0.77532609375,0.105479580078125,0.1959531036000964,5.191171155513028,5.490680262601781,0.6363011221386936,-0.0089958387859098,0.5501923728522162,-0.4752222917030181,T_cells
+5328,0.6876815625,0.10048013671875,4.182809261169711,1.2939966335939226,4.834361230518322,-0.3091344212527211,-0.1943380570054787,5.407348049297403,-1.561987493200327,B_cells
+5329,0.92824546875,0.0740259375,5.127044660060844,1.189037035602458,4.990250718862888,-0.3448411541807955,-0.4943832772867417,5.774166658113732,1.5982309985869003,B_cells
+5330,0.771360078125,0.094203095703125,4.815846375207952,0.446336930549266,4.758027503985201,0.3557563043995466,-0.3069804915776823,5.803480522898248,0.87913766490849,B_cells
+5331,1.16173828125,0.14326546875,0.4988747151106939,4.2399005680293245,5.523258343720548,0.9795139416181758,0.3389780044231276,-0.0883276618952139,0.0938654105332278,T_cells
+5332,1.32380140625,0.68546265625,1.3002306092000324,2.25093039738678,4.8709047428822565,5.00785359439033,-0.2065774231482581,0.6804427425321558,3.72836087211565,Monocytes
+5333,0.5851174609375,0.145803291015625,0.4305224931580748,1.4111309003734902,4.449255967834668,0.1452143556020904,3.4523414329930726,-0.1702527336557638,0.4466951371687739,Other cells
+5334,0.828259921875,0.113903173828125,0.748853432662266,4.944256125525183,5.187554306945296,0.9341944535375516,-0.0376363111058501,-0.119298033227183,-0.9323267544251252,T_cells
+5335,0.83785125,0.151855302734375,1.3516799633844645,4.7472341250375765,5.421013432002575,0.994832083589257,0.3036810804847073,-0.2894607568279014,-0.3534691643256202,T_cells
+5336,1.33242015625,0.09109818359375,-0.4925295745810907,4.699118865803169,5.879470298867432,0.3445601851701262,-0.0552985852839283,0.0033817051551918,1.3016556223581417,T_cells
+5337,1.222785234375,0.150903544921875,1.322798036865745,4.548862607458077,5.0874024351087215,0.6375276899835522,-0.1344520120843416,0.3922244004996078,-0.4453683342538005,T_cells
+5338,1.1600303125,0.1146508984375,0.1163657104239191,4.0007324142630365,4.995902559894321,0.4994224956012772,-0.2605167488910927,0.1909256454404901,-0.1492468486408898,T_cells
+5339,0.763855078125,0.139778291015625,5.503946080043561,1.0031513369494611,4.957622466818787,0.2012894057270496,-0.1287616920357025,5.6633400915436845,-2.1191691697337345,B_cells
+5340,1.381436875,0.16689380859375,0.3904273110378808,4.195664453217895,5.493017737245763,1.2223288128050709,0.3227591110805631,0.681158920480406,-0.5979182456609761,T_cells
+5341,0.681171328125,0.1389867578125,4.313182120222326,5.291630993988907,5.131033005326137,1.2757758066750815,0.3124055580426172,-1.0609943846700025,0.713711805819851,T_cells
+5342,0.744678046875,0.12338115234375,3.577843311664798,0.4275709833080033,5.225506380888232,0.4249827215183596,0.1231618995985295,5.280057138147413,-2.025145550565957,B_cells
+5343,0.983906796875,0.126303642578125,1.6210838626219897,4.480975377574283,5.579024074238506,0.1082279043008077,0.2875548171423098,-0.0951626295805093,-1.2617140238220843,T_cells
+5344,0.863086640625,0.102730517578125,1.7502345003427349,5.730689340391567,5.27777539674744,0.2256023202976909,-0.4431449989374548,-0.5313637338881363,-1.1623348615171756,T_cells
+5345,0.865806875,0.103254404296875,0.3808340246342583,4.233646508768314,5.429769671290089,0.4205729877269662,0.2371201129078477,0.2437694824028881,-1.2212668186306703,T_cells
+5346,1.7617628125,0.2303783984375,-1.2609764841951012,6.210659356842981,6.092436775526314,1.4043093894650402,-0.5087884582306879,0.7381195958548731,2.0584991890832223,T_cells
+5347,0.852768203125,0.0905334765625,3.78960666770718,0.1924840428456393,5.080530641899416,0.2025462156929623,-0.3216716936141046,5.772362895980838,-0.6356158358510647,B_cells
+5348,1.263904375,0.4652196484375,5.108988710690203,-1.969353158308208,5.141797882423491,5.245823767930384,0.5518280823288999,-0.8116137378268199,3.6597169558619553,Monocytes
+5349,0.970742890625,0.133966923828125,-0.1846177246055151,4.352465013739665,5.113574614086885,0.6764392682592076,0.0458543539118055,0.6767251428385084,-0.8259664243711329,T_cells
+5350,0.29528712890625,0.14040779296875,-0.1203410753129975,4.351043632657426,5.261065952639098,1.6662557950946546,-0.3367113266033799,0.1227802058174418,0.9447610486223632,T_cells
+5351,0.8116828125,0.14374974609375,1.2033187981978095,5.466324070081399,5.561025039541841,0.7458990025417591,0.2666318997099737,-0.0876460876235458,-0.49624204293297,T_cells
+5352,3.1319653125,0.4709865625,-5.772590523325476,9.374428330225555,-5.097903354304643,2.391261151171693,-1.162505783388651,3.4183264402521183,4.034943126815112,Other cells
+5353,0.855775078125,0.0785518896484375,4.319319496092947,-0.7737547443286705,4.388176188590101,1.1029964363853242,0.0255198471267578,4.298249271409405,1.6650422618976064,B_cells
+5354,0.780694921875,0.0741189501953125,0.5903883172231748,4.69436789533207,5.175670954844917,0.2612197896070409,-0.394899386088322,0.0012311320079731,-1.1545040631034356,T_cells
+5355,0.9714421875,0.123087705078125,2.0821333526601293,4.628033307597321,5.342901393676895,0.7364209211379746,0.3009566809644963,-0.4087040230834332,-0.9180078593509146,T_cells
+5356,1.027833046875,0.0607409228515625,0.5627212521330961,3.3905651150820413,4.5985021824725125,1.0242274560692142,0.0817587734302529,0.2437170111834921,0.7349478192434784,T_cells
+5357,0.8664490625,0.129933642578125,1.27470823491492,4.775391307332621,5.264075028371957,0.858580703646525,0.1467696863971231,0.1275427852280977,0.2787558852786253,T_cells
+5358,0.686519375,0.133060771484375,0.1590815253057584,-1.060934423918185,4.994627895507652,-0.0614533322033815,5.355183331791519,2.107151532562018,-1.1173311576321157,Other cells
+5359,0.956617421875,0.1669754296875,2.3016256641073487,5.061313614259727,5.658261861138778,1.2677450183667451,4.000467911684779,-0.2474210375028031,1.1062436857069895,Other cells
+5360,0.87752671875,0.09494421875,1.0201544714531616,4.9178638515443165,5.358081649472978,0.5382937671470347,-0.1945165573387951,0.246424335383276,-0.5520119181935024,T_cells
+5361,0.764947109375,0.11483873046875,-0.0859002267726792,4.753642746796653,5.171500808148799,0.7289244920387756,0.3073941035531107,0.0794002027490606,-0.1409126974703798,T_cells
+5362,0.5133473046875,0.165658203125,1.728683371622778,5.028719722038366,5.781161052841101,0.7300985588334549,-0.3293056254705355,0.7038909455354854,-0.5913288373086731,T_cells
+5363,0.7187065625,0.14639259765625,1.759728251433582,5.130115967379004,5.918485990916563,0.7629583034036713,-0.2702197082048179,1.2378176385403388,0.1893337735920174,T_cells
+5364,0.926404609375,0.097815693359375,1.9655102899268635,4.761591193357646,5.174730777193724,0.600522976587929,-0.1773815536417912,0.5619737422164987,1.3540812774342608,T_cells
+5365,0.822133203125,0.154698583984375,-0.3517210620704147,5.005648090938459,5.681706388622652,1.1081001988917438,0.1304894494375683,0.136631368773729,1.295720224958976,T_cells
+5366,1.038602734375,0.122221767578125,0.4796415830072207,4.404565309527887,5.322206977121047,0.2418294057212037,0.3185866233637011,-0.0597746832154514,-1.0181471276672442,T_cells
+5367,1.751915625,0.21979697265625,5.136388709505187,2.439989112850357,5.70102902595096,1.2568345122274225,0.3600078159009264,6.492303304729379,2.545259872764481,B_cells
+5368,1.11829703125,0.4506789453125,3.429481352653845,-0.3711094890854857,5.163406960439458,4.7387404928280725,0.1363408937885629,1.0187755385921935,2.718224625262636,Monocytes
+5369,0.744615859375,0.133122578125,-0.1787173220987029,0.5662441697665654,4.3360148058952905,0.7695042572804206,3.563631883235406,0.972911700580858,-0.8496714327297412,Other cells
+5370,0.61511328125,0.158729443359375,4.8506642560047695,0.8772048710426257,4.938838204645197,0.7422076415693333,0.095882470954597,4.969031414969073,-1.0016721570121834,B_cells
+5371,0.75024375,0.0776499365234375,-2.103262825517077,6.770097216962417,4.823578120389831,1.2987163931869028,-0.3639957831840782,-0.3551970257219679,2.5841520131552778,T_cells
+5372,0.883272265625,0.157772880859375,2.1819548783732827,4.894553976102656,5.580961837400397,0.5634836497156719,-0.0956169846011114,0.512274138463335,-0.189032931161469,T_cells
+5373,0.970603515625,0.114303447265625,1.168018565541066,4.853726111340017,5.631439393890013,0.3058456558299092,-0.0473574757372897,0.4923857505822345,-1.5602782805803763,T_cells
+5374,0.8420371875,0.1581257421875,0.849749894179106,-0.1021092827037037,4.46115350942475,0.4969273359123433,4.263637002911909,-1.3812785382060464,1.5409898326650402,Other cells
+5375,0.827556640625,0.111203330078125,4.517192672938581,0.979768841447557,4.81410304102093,0.3853455086618988,0.3242884377414591,5.322727310991383,0.7408440896605426,B_cells
+5376,0.87152890625,0.083062236328125,4.128316734913714,1.8220082147889949,4.602655178330566,0.0036952589165682,-0.1148042378729926,5.665695925554578,-0.6593272058466139,B_cells
+5377,0.892505859375,0.074923681640625,-0.0800769127811551,4.839396960277126,5.007185225186324,0.246366628937639,-0.0930029949185733,0.2695578683473441,-0.8632449120343826,T_cells
+5378,0.692325546875,0.1963250390625,0.3904498688667229,4.37967356205956,4.967786092370433,0.9604733085746976,-0.1859634336982388,0.8172858395803062,-0.1496778273622885,T_cells
+5379,1.05253296875,0.109332216796875,-0.7285668729488758,5.155049012646376,5.378634899186418,1.154372519386811,-0.1666925687648872,-0.2358960303416399,1.5317081950160762,T_cells
+5380,1.147920625,0.133193994140625,0.3213761793554541,4.7950060122432605,5.598395593961381,0.3417474559199421,-0.1968526352535862,0.3876926922693153,0.0268678883713467,T_cells
+5381,0.796471953125,0.15497162109375,0.1660785301199224,4.012377774823463,5.161338108985841,0.5852449413678222,-0.0647077806878853,0.5893853455938057,1.1358025183769207,T_cells
+5382,1.1221609375,0.128575029296875,0.8868934639845473,4.154557041962335,5.456222811524996,0.7728851731512941,-0.0594917471445837,-0.2395644887147091,0.661401614235847,T_cells
+5383,1.072682265625,0.067518447265625,-0.6408513671322607,4.106779185268462,4.505830201103693,0.8969207240506162,0.0329355957998809,0.5054344276713956,-1.0261018195602092,T_cells
+5384,1.150808515625,0.14418361328125,1.7811859732825743,5.459495550933564,5.795951317661438,1.1400245770547834,0.2526277763429748,0.1694773118528124,-0.5738819823319905,T_cells
+5385,1.108097265625,0.138966953125,1.6354484248813883,4.78012337269664,5.643277835551348,0.7142922978246842,0.1439887329229764,-0.0398019496664068,-0.9610694817788008,T_cells
+5386,0.832194609375,0.13213421875,4.730422072635523,1.532275494320097,5.148839142623681,0.1909132834713113,0.2776785341234765,5.588001549643382,2.180749631132086,B_cells
+5387,0.9240025,0.101020234375,4.758833441502345,1.1014373273318068,5.372575477460667,0.5796507242461508,0.6676363578499719,6.266895847312525,1.4416321789411046,B_cells
+5388,1.18112234375,0.288998046875,2.9047851253079777,0.7263860545116784,5.649106827889242,3.49687900820688,-0.8063949394279898,-0.3326422812781212,5.227939228182604,Monocytes
+5389,0.703465703125,0.100459736328125,5.003841796508558,-0.666453385253912,4.095711806682914,-0.093118840071251,0.1966534637423161,4.883568870532489,-1.1339767157622096,B_cells
+5390,0.84586046875,0.154424931640625,0.7115254864835036,0.233822245471185,4.612794232798692,0.7409914655396653,3.731341916302412,-0.9268808263517984,0.1940744438033071,Other cells
+5391,0.757041015625,0.1249594140625,0.3855702111136576,0.7301941807889096,4.67084166051005,0.3352551092208152,3.377331317427537,0.3985308587229493,0.2451175713695799,Other cells
+5392,0.88304109375,0.1006613671875,5.437049937308759,0.9803728595072166,5.102961268574544,0.4952649110408681,-0.6398959932338883,5.12960963697289,1.4929684488926338,B_cells
+5393,1.122026796875,0.12598078125,2.011912999896749,5.468072126888505,5.550543809139895,0.7827429082199531,0.1411166181085822,-0.4574922370259924,0.314931089779572,T_cells
+5394,0.82725453125,0.16012767578125,1.0578314415501853,4.502565207377169,5.386115947550524,0.7282791364566266,0.375865975367987,-0.5651161224602281,-0.8081299974948699,T_cells
+5395,0.729744609375,0.141500576171875,1.978503505715465,4.394237041998887,5.468042610952437,0.5329495930273143,-0.153352334669382,0.11727230806058,-0.4111467580857459,T_cells
+5396,0.905666328125,0.1142254296875,3.107359834384696,4.848930394614336,5.551119736210859,0.2052881720012319,0.3177665117216375,-0.5243876279991662,0.6563088019042248,T_cells
+5397,1.027316796875,0.124621572265625,1.1871275209413423,4.579977330825124,5.291355404960295,0.944722933125199,0.44090982762991,0.4794997292457957,-1.1808661651592849,T_cells
+5398,0.92462640625,0.153275732421875,0.3661975397200403,4.596340086362993,5.470814164928551,0.6057443180232163,0.0850956712303403,0.3144607876993982,-1.0798141092250078,T_cells
+5399,1.241231328125,0.586360546875,2.831547471194888,1.6989876032260895,4.892335222765535,5.354711858372991,0.1341412339345892,0.2595545560489214,3.886076473620805,Monocytes
+5400,0.933553828125,0.15060109375,0.5899168053185467,-0.6528868073290873,4.262194594091445,0.6355769295357964,4.061066897239027,-1.1046180585675514,0.3440723186714685,Other cells
+5401,0.775403359375,0.15394544921875,1.543591209899,4.992642736338711,5.587089336869212,0.4534426320017662,-0.1673554098114908,0.6082878349112261,-0.1767505172264928,T_cells
+5402,0.849982421875,0.16972267578125,-0.0200751992971205,4.4965215710988575,5.49745456394871,0.706132073342631,0.3380953566240472,-0.1439888428190635,0.906418950302366,T_cells
+5403,0.818216171875,0.08438845703125,0.2027448188912364,4.3614240773520425,4.935268700069836,0.3290202432199158,0.0322493307079274,-0.6632585479425801,0.6095779945199526,T_cells
+5404,1.381201875,0.3686448046875,3.208763962619472,1.5471642384315234,4.866284186224797,4.728141723062284,-0.8068274049182556,-0.1874230834091979,3.015617231871695,Monocytes
+5405,0.82569515625,0.0807290478515625,4.969308804665879,2.533538923755129,4.94247460144624,0.7153417304350544,-0.0994175255205464,5.097011042486729,0.4291738444948052,B_cells
+5406,0.889481328125,0.12456875,1.3438370882810533,4.675623297771844,5.625567587163473,0.5047129897479438,-0.2251391313518335,0.1906746616549186,-1.2657746757792516,T_cells
+5407,0.89840078125,0.145290810546875,-0.9056719082095268,5.497341770212324,5.574722015350188,0.6291067808964063,0.3022199606214487,0.0842521147391933,-0.2372375710218029,T_cells
+5408,0.63557578125,0.17011935546875,4.746641079832679,1.4471995601935683,4.855153761125576,0.4188610965721974,0.6308716219068218,6.185160888923012,-2.078042771846499,B_cells
+5409,0.67011453125,0.155476904296875,1.328080910868162,4.389733865174153,5.371252595522733,0.6227660469665733,0.1103735139787523,0.5895615556405203,-1.1142674352087787,T_cells
+5410,0.789004296875,0.09177208984375,5.786728916824837,1.4137211335827504,5.080234927000679,0.4832916073559405,0.2319450273731607,5.937284643792874,2.559860232821277,B_cells
+5411,0.779702734375,0.23407927734375,0.3561729064151226,0.4740246030363075,4.956417510338153,0.9754283136327078,3.815916001834343,0.3120951652929861,0.6456012387398202,Other cells
+5412,0.970821484375,0.14065443359375,-0.5800429274704628,0.6184549710091058,4.55026013842846,0.7275194814637937,2.4907313308063017,0.1581031606074631,-0.6304359769421756,Other cells
+5413,0.679317109375,0.1785435546875,4.62412446756617,-0.0416880972150756,4.912568775314316,0.0161914464879126,-0.5981030840372332,5.72431760074626,0.382566692817561,B_cells
+5414,0.94284,0.16472263671875,0.896822102287707,4.6996940305876,5.2681810927778425,0.0087209075823671,0.11328566903396,0.5684471350967717,0.7184363905986485,T_cells
+5415,0.92137828125,0.16787197265625,-0.267750153060779,4.693010716416183,5.75840895657951,1.0130627619523704,0.0879912447089152,0.0496354175180496,0.1671907446910769,T_cells
+5416,0.780657421875,0.117619599609375,0.9760614808238016,4.600479622903162,5.313120498028293,0.9335643905793778,0.3162969009356435,0.4011960195921318,0.409867824478578,T_cells
+5417,1.90845765625,0.6025755078125,2.112136592206352,4.575250271574722,5.4097754077768965,4.985263916337231,3.940576356177247,-0.7997624427825581,2.5216737977855286,Monocytes
+5418,0.7644971875,0.12630544921875,0.5425883685918272,5.252467504873325,4.825308414987595,1.324852861459996,0.169731980024359,-0.4635044855324425,0.9691935531148994,T_cells
+5419,0.937899609375,0.189110703125,4.972143907765207,2.7857108876957506,5.595750078999787,1.0497712532339492,0.4182737703632206,6.052018218314049,2.204406922131588,B_cells
+5420,0.830948828125,0.165036484375,0.239133445168506,0.9217973204828824,5.0705187216676455,0.4940557330783415,3.758448248395896,0.2079431237335941,0.1869919844606299,Other cells
+5421,1.0755196875,0.302797578125,3.85211554473832,2.3691618367757665,5.34455581767504,4.661296125562889,0.1572068792310591,0.7671631740281794,4.307040697808129,Monocytes
+5422,1.08633984375,0.0753695556640625,1.913256238923832,4.710790926196437,5.364001928310914,0.3867706444800594,0.5594403498821127,0.5908574955707171,-1.2930447507530778,T_cells
+5423,0.837861328125,0.11429625,0.2781452077388834,4.819188535085116,5.586862579453802,0.3264073948528611,0.1857428996075774,-0.5032692998993465,0.9658754913005816,T_cells
+5424,0.5893333984375,0.0739287158203125,-0.1783445622419854,5.110764964285499,5.415220490451826,1.326971719300491,-0.1107100071106948,-0.3369164613144955,-0.0871196051234864,T_cells
+5425,0.9956103125,0.16880931640625,0.3376517041188192,4.98452070144269,5.608104695166928,1.1578155390480702,-0.2196789157224254,0.299462327203297,-0.7196768415230251,T_cells
+5426,0.869823515625,0.094272705078125,-0.9529333114518675,5.419981450761056,5.186560567607324,0.9623910451346548,0.0715953203539356,0.3725963991994424,-0.5504262842589198,T_cells
+5427,0.79661421875,0.167934375,-0.7606334396461569,0.9247222388917294,4.649688698007199,0.4154968682701763,3.207229174947055,0.8901773362392978,-0.0925104394393021,Other cells
+5428,1.49035546875,0.4919755859375,3.1076583853363537,0.2587440989015385,4.531523938676334,5.279448738448848,-0.0659479964780605,0.829335753976249,3.536160399839526,Monocytes
+5429,0.5633896875,0.2251426953125,5.824982436037895,2.494019489059502,5.572913059291548,0.7904120561171615,-0.681691697933326,6.468204438331854,2.7945310012850286,B_cells
+5430,0.84712390625,0.1105858203125,3.782131247064019,5.642590886582287,5.737577262333356,1.5209512094915607,-0.6571300772498068,1.7155634415659182,2.696795417774837,T_cells
+5431,1.130524765625,0.143872763671875,1.075381549517448,4.1809181417008325,5.206917342799563,0.4568598175722734,-0.2030342691477565,0.4095351437066818,0.2299004140427494,T_cells
+5432,1.4856746875,0.6084853515625,3.749401962435824,2.3508167319727766,5.089931213668389,5.383090173673585,-0.2831672711312897,0.453351380821191,4.123025184002509,Monocytes
+5433,0.85538515625,0.081051904296875,4.928062203141298,1.836892373839813,4.932736196923699,0.3072742188485009,-0.1756816194027622,5.5302114722427484,0.2507000668262136,B_cells
+5434,0.921196171875,0.152205751953125,0.953300639946354,0.2275627819514785,4.473801163002107,0.1479172873189621,3.7011975902964287,0.2908038674355865,-0.0309314430796164,Other cells
+5435,1.04968234375,0.123498173828125,3.885293398622411,4.201464393988583,5.201015016438464,0.4777714142077802,-0.2433786647363151,-0.7016961594965768,-0.0164770331157154,T_cells
+5436,0.964591328125,0.134406201171875,1.4480657318795558,5.026061657269952,5.556084634738609,1.2047896123552109,0.0395616187937744,0.012244983204936,-0.329111014922243,T_cells
+5437,0.70631953125,0.160391123046875,4.791523498607448,1.146661286642751,5.468727128331649,0.7259896633338404,0.4031846943219788,5.023231483948837,-1.2902848791253978,B_cells
+5438,0.59723796875,0.194980859375,0.2985223561526321,0.5432203435457782,4.725350875865387,0.5160187281927189,3.5944381341235,1.0247545431424814,0.5303301988262433,Other cells
+5439,0.701902421875,0.12379822265625,3.9265786926598687,1.2018668416288172,4.623553754578521,1.6299548587024952,-0.2351668886685736,5.683114377408752,0.7154768073657054,B_cells
+5440,1.202232890625,0.115114169921875,1.2558864981743914,4.320569581661599,5.4715514032239305,0.9330671554187112,-0.3328891198348311,0.3042565949466135,-0.8081088403786206,T_cells
+5441,0.961170859375,0.110161552734375,0.8778801521584612,4.479157816525414,5.3495114029179485,0.4168358869020842,-0.1526100359007362,-0.1696784937800663,-0.0135005732153231,T_cells
+5442,1.18272046875,0.4661246875,3.243007046406208,1.3841484246497795,4.774873357159002,5.004057076067601,-0.1642484635483184,-0.647462789401891,3.5609632659023465,Monocytes
+5443,1.0510046875,0.17239251953125,0.8494215259557112,4.542461768356729,5.523331099639637,0.8889456151169364,2.1109076706905183,0.092946899043309,1.0257572078012258,T_cells
+5444,1.270475390625,0.4255535546875,3.229483843253941,1.2200648085547408,4.650868967259858,4.802002969094351,0.3960185492305596,0.2850447187011515,2.6377085844765804,Monocytes
+5445,0.906592734375,0.095138046875,1.4107771868030572,5.5493440750915,5.301078929712777,0.9339815707889988,-0.0328348517232896,0.0236621678986616,-0.5033710703245474,T_cells
+5446,1.28119265625,0.3522573046875,5.927922284901372,-1.981578339194108,5.479704024593562,5.384260746807587,0.2546903023254641,-1.2466046624831848,4.604834714715096,Monocytes
+5447,0.736487421875,0.151611064453125,1.5690951473198644,4.543566110599607,5.445523398982669,0.9249751311073882,0.0493671797371009,-0.252339448644608,-0.2500077607408911,T_cells
+5448,0.965598359375,0.114889130859375,1.3176297125403182,4.389712401110953,5.348444466874762,0.5255697526489715,-0.1810732772521802,0.2108127234449222,-0.5225988571937139,T_cells
+5449,0.9404196875,0.134887470703125,0.7320918952362621,5.506335030270104,5.417016803286319,0.7260844974623122,-0.2004162510931458,0.176216793714201,0.7355343195387222,T_cells
+5450,0.887672578125,0.137474501953125,1.3575556736232983,4.747307462943399,5.446660307811721,0.8157872665357493,0.0405972060921268,0.597450709882003,-1.155913345008936,T_cells
+5451,0.815216875,0.1229941015625,0.5592758535996817,4.2721072038500445,5.092257457466533,1.040100606721905,-0.2815277901931351,-0.3114587798992632,0.1288808042893132,T_cells
+5452,0.89704875,0.124461328125,0.154227218245379,5.1960458462643855,5.679229573995184,0.6359595077381213,-0.1464769490012253,0.0162229323335599,-0.3877914031519269,T_cells
+5453,1.151641640625,0.109424033203125,0.7136419815629912,4.3140654247546335,5.434995043763886,0.6593577474471963,-0.2254964874139646,-0.1147906523681355,0.6093146877636068,T_cells
+5454,0.67650703125,0.120597890625,-0.053428162212647,5.141541286608209,5.705557114091002,0.764724554027542,-0.0661641927967599,0.0245681648526453,-0.6989096072983406,T_cells
+5455,1.1058475,0.10471384765625,0.2581214702113612,4.529159851479501,5.309635906600597,0.479043794326496,-0.06526996625805,0.584080370184497,-0.4384165567393989,T_cells
+5456,1.1136403125,0.096697705078125,0.9168730521051658,4.766609709255477,5.409037135958756,0.8131351104049179,0.0030315310244848,0.3484747544864618,0.2003672166836551,T_cells
+5457,0.9245971875,0.07288154296875,-0.6411398831529536,2.661224808544184,4.760758911751145,0.7965232251109096,-0.0523245476655941,0.0547280243607867,-0.1300258036917235,T_cells
+5458,0.71987484375,0.18172408203125,-0.3514628443962823,4.213067616593679,5.3629305116039125,0.1487651054133094,1.1160495358012663,-0.0593905720672923,0.2533062821556113,T_cells
+5459,1.04257328125,0.115236005859375,1.2214679650896232,4.853262671342038,5.770351580981265,0.3557700279173316,-0.0065724312509245,-0.0575014132284495,1.1738926576025728,T_cells
+5460,1.02206390625,0.096298037109375,-0.1341998851435667,5.0451401221812135,5.390142351775558,0.8661246120400939,0.1750676483803211,0.3895944490051067,-0.0271129155875336,T_cells
+5461,0.932033359375,0.11911564453125,0.9064017228915722,5.033959963952565,5.758843712704379,0.4636475934867051,0.1584554064122208,-0.5851852380618834,0.0550595079700471,T_cells
+5462,1.056776953125,0.111884443359375,0.2227547875902271,4.083626353825478,5.247172171348924,0.6019739011529511,-0.542922302646932,0.2222991339755446,-0.1560851065520755,T_cells
+5463,0.966327890625,0.1157466796875,0.3778270968325643,4.378028778322507,5.393928094901863,0.6136037277028558,0.004327084822424,0.1709994250756714,0.9293572610050612,T_cells
+5464,0.8517259375,0.21254830078125,0.724674846793051,4.703174167747347,5.465570569917947,0.720461863827219,3.7678741670688014,0.2400766229964012,0.7776696712701472,Other cells
+5465,1.1359890625,0.131630732421875,1.6159283660839314,4.331370651257241,5.616686792907623,0.5134225500472623,0.0126376096841093,0.5607780261464586,-0.3944621191135877,T_cells
+5466,0.576636640625,0.125033828125,1.513946188692469,4.812775139701653,5.662392976083607,0.3106041646354782,-0.1477461964900571,0.2970019396171722,-0.5457696851414306,T_cells
+5467,0.962209609375,0.10742509765625,4.556239574160055,1.4155570526322077,5.017714192267723,0.6973339725681138,0.214287495988548,5.755439681125536,0.6403833928083016,B_cells
+5468,0.934980859375,0.1394404296875,-0.781383037569735,4.734913735445887,5.394364126935669,1.7647516514114894,-0.1663392552542312,0.2408344535284626,-0.6241077626736623,T_cells
+5469,0.991196796875,0.153057890625,-0.7955422989618182,4.7018772321937226,5.671382092020391,1.085320116849373,-0.076448223954952,-0.4844015806374278,-0.4792897661792067,T_cells
+5470,0.889328671875,0.12870404296875,0.1101057945031028,4.84942936635936,5.747275486477537,1.3376727190746034,-0.1879321577987465,0.0717247941757531,1.3748708315975608,T_cells
+5471,1.158813359375,0.122336982421875,3.736086609140105,0.939415745353878,5.425801029143083,0.0454679803068399,0.0043009495804515,5.1748583138483895,0.558540846361591,B_cells
+5472,0.79054953125,0.10483505859375,0.1786457457506686,3.9876237173891953,5.014918403384361,0.690513182575418,0.5249712092588286,-0.2482573156767722,-0.2995816527352618,T_cells
+5473,0.72776171875,0.076032666015625,0.7447948292021208,5.210096686736866,5.031474280355238,0.4150769493839459,-0.607423259020022,-0.1728785323271659,0.574025668182207,T_cells
+5474,0.739063359375,0.099912451171875,0.939596460673539,4.471799505141247,4.811838926974124,0.3545543181134936,0.0380957743881719,0.3555426895003895,-0.5069543482590464,T_cells
+5475,1.6522896875,0.2631882421875,4.320249742823137,-1.2967812829089136,5.401108806545737,3.9682141026371487,-0.8594221060097258,0.6475385159166144,5.11701901598282,Monocytes
+5476,1.079303671875,0.4529930078125,3.317758768238219,-1.4832856020455008,5.029698496428285,5.320613262066527,2.2910086534430065,0.399689886145996,3.4913985278461297,Monocytes
+5477,1.003117734375,0.139502236328125,1.2381388673117466,3.84487976543816,4.844593822559617,1.0734293791772398,0.2508302880580957,-0.6180278033363489,0.7705345520497623,T_cells
+5478,1.05158328125,0.12333974609375,1.6656306355853427,4.182995904032391,5.115456051003188,0.6054067122434567,-0.0518195090451981,-0.136760571114881,-0.090053592018381,T_cells
+5479,1.026058359375,0.129431962890625,1.9355517772234192,4.341445410912811,5.441304900991237,0.8059086247498111,-0.0283724831320743,1.184420024609643,-0.2684752685613787,T_cells
+5480,0.9807425,0.1462053515625,-0.9583073075211472,5.402552669190111,5.687323882563996,0.840748090161269,0.0438592078693868,0.4860172028479342,1.3444437414309145,T_cells
+5481,0.90645265625,0.18521544921875,0.1537612531412253,-0.0325491387895988,5.0678315737891655,0.3842002911417098,4.627429644254736,1.203806859369271,-0.1215856803196769,Other cells
+5482,1.17349703125,0.144873134765625,1.1098447002450926,4.042997927410867,4.899953325832389,0.6089506837204047,-0.3901581006149124,0.0678706648044583,1.037750635669296,T_cells
+5483,0.906887265625,0.16686740234375,-0.5540867686840971,4.193946824631858,5.4441359079243625,0.7942902163031744,0.5370795240354513,0.9226659192145938,0.7803861873278457,T_cells
+5484,1.223104375,0.153264931640625,1.3350222123085396,0.1973561442848352,4.910434711239297,0.2183763240616051,4.400097293947958,-0.1734396972045699,0.0030315867309325,Other cells
+5485,1.064635078125,0.11038119140625,1.2545972016152251,4.737745136758509,5.643974757331982,1.0782396683598183,-0.5022443114017382,0.9865500170587208,1.376325440600911,T_cells
+5486,1.001056015625,0.113030029296875,-0.5903831469087268,0.2567781870740112,4.222758883865856,0.3098200428645609,2.7201529950694394,-0.6353502661645365,-0.0048562458840032,Other cells
+5487,1.8223253125,0.1784961328125,4.671207286319307,2.7647473376796543,5.583137157681569,0.8728879232301613,-0.4505702011332058,6.161371477087805,-2.228733443497075,B_cells
+5488,0.999245625,0.154099677734375,0.8383491821331787,5.003809772798372,5.654010536945373,0.9437143876739876,-0.0251789597287109,-0.1514962901798363,-0.9670468182636228,T_cells
+5489,0.914621484375,0.3386652734375,3.8671809417001537,2.5541987773454915,4.489999867567785,5.449711299525894,1.4878505538548787,1.4952522559547266,3.4328799216244126,Monocytes
+5490,1.102127421875,0.16521892578125,-1.1552415396481197,4.367998866882429,5.821376021246181,0.8100705707308552,0.4258874655794857,0.3045877110693391,-1.580368226385014,T_cells
+5491,1.72916203125,0.539530859375,4.211761783783005,0.3142833661472861,5.169452374852789,5.586574106274292,2.729242526757332,-0.4676877275270599,3.9594680032697136,Monocytes
+5492,0.73064328125,0.110379990234375,0.8230962706005036,4.640423352529987,5.773670800301356,0.0846172867264425,0.0021451921545073,0.6694095452166084,-0.6889404189777426,T_cells
+5493,1.162771875,0.092441201171875,1.3477629095756003,4.606463292948304,5.460003999991171,2.097617272897732,0.1757712943950888,0.0401713138026768,-0.3142934674433107,T_cells
+5494,0.6292040625,0.17064263671875,0.7039408426264383,0.6742813134066435,4.2997641974002185,0.0433788622556529,4.361265084098815,1.2943648810239932,0.6966950246197222,Other cells
+5495,1.28594609375,0.502983828125,4.089498708572288,-0.0079413756727389,5.007271621674136,5.202202873032565,-0.0074220181395088,0.2335415429242342,3.629197983411497,Monocytes
+5496,0.831971328125,0.135070498046875,5.858725261289245,0.4142965702590215,4.9020444588743874,-0.0234813860630402,-0.3862613957032562,5.467806114310721,0.8325434074149725,B_cells
+5497,1.122082890625,0.17101109375,-1.0642887041489242,4.137365626993551,5.103451099015441,0.1843531772511112,0.364140043745373,0.0948828361287913,1.2244503239834963,T_cells
+5498,0.725487421875,0.096998359375,3.4843833229742014,0.8824851403745443,4.631055468737602,0.6813343936970037,0.6093302984148733,5.526459543417811,2.104257094565866,B_cells
+5499,0.890786484375,0.131723740234375,0.2907661109496789,4.159705210283341,5.320003848707015,0.0354484988653147,-0.102434405349763,0.2360197886825092,-0.7199842763683616,T_cells
+5500,0.91168171875,0.139845498046875,3.3513474359258764,3.951207339798813,4.979183727205679,0.024784134630511,-0.0706195622792409,-0.4850020519817625,-1.1030211880732712,T_cells
+5501,1.22718078125,0.2102428125,3.207506888417384,0.7105385030417686,5.046396717502278,3.6839076688314094,0.0300620510884255,1.5209779137880417,4.867801207626763,Monocytes
+5502,0.83789203125,0.102011591796875,3.585883763866132,2.068843564116876,5.23423346054721,0.4173799121623115,-0.2586187450952472,4.944193549355913,-0.9421888219635712,B_cells
+5503,0.78498515625,0.12652087890625,-0.2476763902527375,-0.7128249691019677,4.208291087004221,0.5265435074530433,2.5909198691143973,0.2266473321962951,-0.7663341119959267,Other cells
+5504,0.938161015625,0.16666158203125,-0.0768449488958494,4.825626231181013,5.661583583217499,0.5872749924773042,0.0299296652990996,0.1537327722704675,-0.6614183716688118,T_cells
+5505,1.04986890625,0.26700814453125,3.3863066703721416,-0.8877250751455108,4.687942545178489,2.8435965536789864,-0.6231359581763968,-0.8524003075034206,3.416538185444973,Monocytes
+5506,1.31403390625,0.40230609375,3.5900584002473246,1.1524002558239266,4.586233219118578,5.200681460359375,0.0944307232256436,-0.6314412052006678,3.146402168272548,Monocytes
+5507,1.069703671875,0.2912076953125,3.8801060130254754,0.5011243488070887,4.422373435160592,4.167592817363196,3.634666879575269,-0.7237295203147334,2.623501670378644,Monocytes
+5508,1.03928390625,0.5515834765625,3.568419755776588,-1.262193635644126,4.840131580517575,5.019551989087146,0.2923426663810399,-0.526936008426002,1.6946938171598658,Monocytes
+5509,0.89201734375,0.114692900390625,1.408107048802968,4.970975760094977,5.6122835426966935,0.5198294335641906,-0.8383069584882847,0.731632986564843,1.5626397090608837,T_cells
+5510,1.11714859375,0.1244811328125,-0.3875193252647604,4.554439055021432,5.52182161114212,0.439264753604102,-0.0199763856380383,-0.080771501593662,0.5234155146387491,T_cells
+5511,1.43011625,0.31591474609375,5.1297767912841685,0.4077644251147285,5.870166118528702,4.969339502075962,0.0104908201785121,-1.8121306384223803,5.691194301240757,Monocytes
+5512,1.096633125,0.127646669921875,0.6805068938978097,4.355827106493792,5.189220548827802,0.447653267791668,-0.4558724473393164,-0.4147606495892281,-0.7686211561686542,T_cells
+5513,1.072860390625,0.1652957421875,0.8609345541802315,4.886672814882363,5.754330409070523,-0.1083028808840055,-0.4210352025878766,-0.0178590796662906,0.8380713925162231,T_cells
+5514,0.5492464453125,0.101472705078125,1.991351964882007,5.430138146243514,5.374992642093621,1.44894180842282,0.0116762094798198,0.0961891352373593,-0.7346700160223543,T_cells
+5515,0.950118828125,0.135275732421875,5.602868827536482,1.8916337151715328,5.071757155902444,0.3650872884307253,-0.1284161618233739,6.2192334884603895,2.0016360142145344,B_cells
+5516,0.88657921875,0.116905478515625,-1.4324229223693867,4.8840176223615055,5.381083964488129,-0.5130147911201728,-0.4465151329162344,-0.1618064585350001,-0.8798346455442088,T_cells
+5517,0.744778359375,0.155041240234375,5.004404233749616,0.8355342309506242,4.89139624133242,0.7103816538891329,0.0069109250356168,5.824866245084994,2.86001194140282,B_cells
+5518,1.0513934375,0.109278203125,-0.0445577495514828,4.433679035521759,5.332314456261985,0.5681170141683264,-0.5059275216322585,0.2810387290684273,-1.5091292203900355,T_cells
+5519,0.851146484375,0.123449560546875,0.2322367971693017,3.9970900442578032,5.170113416531279,0.0098938996697199,-0.0909886211626181,0.0820500381489122,-0.0599824997069022,T_cells
+5520,0.659205234375,0.13111404296875,4.523093510920896,4.5970605254722505,5.625126257929041,1.5913572676630257,-0.3041280741966789,-0.0067290459075773,1.209073223004623,T_cells
+5521,0.446111328125,0.12371720703125,0.587439686786755,3.639244761477697,5.231310088746926,1.5520061809039778,0.5487783326996614,-0.3351922411223499,2.6595148505800843,T_cells
+5522,0.877630625,0.11487533203125,1.3053636470712169,5.283831576926118,5.54547819468262,0.2341781993170184,0.1276722745669154,0.5052053383379598,0.144162943885545,T_cells
+5523,0.94820640625,0.14097427734375,0.1728972299323127,4.730026779738894,5.468301325852977,0.8445700221622199,-0.3566327996886841,0.400516483960825,-0.7839463333592909,T_cells
+5524,2.09221046875,0.35267890625,2.067814077609788,6.640023964275442,5.67733612705635,1.4167342865075148,4.03764189358505,-1.0970621532900833,0.4780130872462339,Other cells
+5525,0.8282471875,0.098196162109375,-0.0759325166779249,4.233671654363519,5.492522978227721,0.4507178377372089,-0.1341261969720108,0.4153693773692812,-1.0927990181061795,T_cells
+5526,1.5209603125,0.30985751953125,-5.458917496143375,9.177509904058487,-4.156777616626078,1.8532773651502508,3.7557294077885386,2.97989879742852,4.396360579820014,Other cells
+5527,0.823649453125,0.101304072265625,0.0515192157127516,4.838830406774866,5.201885397204076,0.6012711236138911,-0.3133935078021947,0.3740351482919861,0.2905072252623961,T_cells
+5528,2.01189953125,0.24838296875,4.632126292926471,2.6941054907431523,5.665675428192697,0.5063908930809842,0.3779991797447692,6.485250334066116,2.0253437125702005,B_cells
+5529,0.9898984375,0.1445184765625,0.1017082287913158,4.307061587576034,5.112794260862382,0.5327443370748519,0.0476155813122371,-0.000551219955442,-0.687775500748267,T_cells
+5530,1.37141015625,0.3079051171875,5.0381767420394965,2.52534623735916,5.753452184498108,4.733761080700625,-0.260573132006363,1.5948278849578172,5.215879639830315,Monocytes
+5531,0.7713146875,0.19063736328125,-1.5409044179174127,6.2604805713085865,5.780100051501136,0.673721903479469,0.1313587445482555,0.2290377749351373,1.9301014531727136,T_cells
+5532,0.87458390625,0.078454072265625,5.123359226673593,0.8781809607683663,4.874799411829934,0.1015386663416216,0.5461907514452975,5.923213654773012,-0.9907931890043644,B_cells
+5533,0.6512366796875,0.095899580078125,4.729454398318867,0.9631889879612892,4.686369512198753,1.187236773333659,0.5094564378297028,5.140923722904387,0.6314072995463442,B_cells
+5534,0.911596328125,0.095755556640625,4.399367687514103,1.4811488819814942,4.912850873712171,1.3422427406856487,3.1661957396559046,5.577954821997378,2.0012893965405483,B_cells
+5535,1.1165175,0.0749206787109375,1.1121491171306657,4.650362974541384,5.296544880081633,0.3515732827873679,-0.0398392952591922,-0.0613193574945194,-1.492299949627656,T_cells
+5536,0.860894921875,0.154447734375,1.8049161934599725,4.301834648102648,4.953133284973897,-0.0411647788075142,-0.3545580328220051,-0.201420965738136,-0.0299515069845476,T_cells
+5537,0.87543828125,0.162760927734375,0.8049910118060519,4.814613550919504,5.39043817867088,0.3677181733675002,0.1839682377820343,0.5887233769766742,0.033083949275472,T_cells
+5538,0.90445609375,0.12178189453125,0.6715343757588396,4.992964307371994,5.066831999734704,0.3405814791411065,-0.1938173925404049,0.0965611924061988,0.3940292242358175,T_cells
+5539,0.892079453125,0.096479267578125,4.019688170378699,1.9677179439471144,5.188556816905807,0.3078495750830287,-0.1334670377724789,6.1263171937556855,-1.1951828621912015,B_cells
+5540,0.92366859375,0.128964482421875,1.196806215541414,4.888685710792917,5.758064742748189,0.5085074417699165,-0.3111196058050528,0.2546114239888435,-1.590122741514676,T_cells
+5541,0.806013125,0.138365048828125,5.087482458780521,1.1073276771614005,5.329286552809935,0.8820385207697342,0.451956180009524,5.733178792721187,1.83526913428448,B_cells
+5542,1.06939203125,0.104682041015625,-0.8773988322183621,4.818783111991271,5.551905571773285,0.60607594174845,0.0635961775451843,0.2620776461284745,-0.6746317579369784,T_cells
+5543,1.10285765625,0.0784300634765625,0.2009300808636654,4.924755827113525,5.528538787229351,0.2085369483616507,-0.1106145774120265,0.278215354602515,0.67840972855141,T_cells
+5544,0.87389,0.131339677734375,-0.6772778428707872,4.727719526955504,5.060436083151008,0.8328181218728263,-0.2771411473897429,-0.1597660594799623,0.0836844901991385,T_cells
+5545,0.819131328125,0.097067373046875,4.410330796336216,1.131642230269582,4.943170141318933,0.3080017447330308,-0.0498371457396872,5.737988264893167,-0.0159858303403507,B_cells
+5546,0.99230796875,0.109786494140625,-0.4521998240385379,4.024047112098289,4.562405710473735,1.2267294242639477,-0.3018868011411835,0.6736208417959099,-0.7297871679645315,T_cells
+5547,0.5390500390625,0.17654041015625,3.442503767762602,5.164634385940623,5.86571893113678,1.60817487310492,0.0275609703499518,0.3421867371832817,0.3618136463561914,T_cells
+5548,0.94566171875,0.120341044921875,0.9726512141857206,4.608506471680227,5.296726247058677,1.0942871533840448,-0.0259981013446389,-0.0071731674324175,0.1161528240841027,T_cells
+5549,0.893832265625,0.0888183984375,4.005224028891482,1.3797050754382871,4.8785435478311285,0.1559731452539864,-0.3271395096721182,5.817727763936978,-1.8723722705819568,B_cells
+5550,0.917172890625,0.087445966796875,0.9776888544099972,4.617102492553812,5.312186931899791,0.8633945500574932,-0.1764642780077678,0.332318546838609,-0.8935348882562714,T_cells
+5551,0.93023359375,0.110986689453125,1.0613722224263002,5.207357907961391,5.395569717281537,0.5876186211975817,-0.1579033503527412,-0.4976177223374853,0.1075055661509083,T_cells
+5552,1.169452109375,0.105791025390625,1.160875510206412,4.029911726348428,5.3296697898794685,1.6063625115563451,0.1287913802101056,-0.1322132309185833,0.4525970258392123,T_cells
+5553,0.92689625,0.10189337890625,1.5394591658065655,4.312730850768652,5.604576686025088,0.7415181292324742,-0.2777759419554699,0.380438273194321,0.8540423820574381,T_cells
+5554,0.747614609375,0.078490673828125,3.865772860467045,1.353169958405789,4.8428724419799725,0.2808558260727256,-0.6366692857994019,5.746420136163175,1.3032670859812718,B_cells
+5555,0.88960921875,0.157912109375,-0.4996583812366877,0.1297256826366393,4.6621782572186925,0.7028064497707708,2.6847075558403315,0.7810257907697479,-1.234201299173118,Other cells
+5556,0.93463515625,0.132926943359375,-0.3010870627481163,5.092969487691954,5.336840758710351,0.2503204977288837,-0.2098569164519348,0.4946008631640191,-0.9384887902241852,T_cells
+5557,0.883880859375,0.07705583984375,0.7339527862216548,4.345703962632075,4.9730756401835565,1.052384103248632,0.1064308170387154,-0.1498597074991685,0.0061962655416365,T_cells
+5558,0.893345390625,0.14124193359375,4.438607445681473,1.070227140202016,5.160414389302068,0.159121221468525,0.7032017786731785,5.883464002114335,1.1167848733828278,B_cells
+5559,1.47566796875,0.30083412109375,5.720714505304519,-2.1780618239476977,5.272675747941456,4.922278200026118,0.0273036697548615,-0.6217123150929624,4.408869062841403,Monocytes
+5560,1.302053515625,0.122584228515625,1.009894686125855,5.1609642703791865,5.31949365052772,0.5524520025467603,-0.0380775135413665,-0.5310111750051426,-0.5750906227576983,T_cells
+5561,0.608227734375,0.104083740234375,0.0814836317593978,4.55975578556521,5.455943843307417,0.745164653687446,-0.1005885514963889,-0.2001969727953936,-0.5624350408287524,T_cells
+5562,0.808504921875,0.13331521484375,0.0431484278309112,4.02796416929542,5.489504681969441,0.2822228741117261,-0.1894710798264609,-0.1433853509430775,-0.6675879220835754,T_cells
+5563,0.958717109375,0.18598119140625,0.4903683694131917,4.370879571107913,5.170175189241499,1.0014124881473898,0.2405561831215435,0.17787675166589,0.318245125903939,T_cells
+5564,0.889139921875,0.082725576171875,0.5006216356474944,5.167337508981596,4.954740916281314,0.4173825459136024,0.4544657112770435,-0.2317761539176372,0.1226651532324103,T_cells
+5565,0.852175,0.076157490234375,1.1960835003893815,5.08595120614288,5.202039378873703,0.2404739965383183,0.392284283807522,0.0040509115343565,-0.4500906463678394,T_cells
+5566,0.990108125,0.085319814453125,-0.2704355330631713,4.790748026649342,5.57132420631512,1.5395686063364658,-0.1255049740300525,0.4081854531067346,-0.3184844727295955,T_cells
+5567,0.871841640625,0.16147849609375,1.5410063215656056,-0.4902497863133315,4.566395673038615,0.5856760406807672,3.300757036910617,-0.4750845406531558,1.101142624848347,Other cells
+5568,0.8753084375,0.07260189453125,5.113762969970838,2.0380282111611083,4.788641483635651,0.4260571993035429,-0.893387378994797,5.380506124434279,0.3244825468678811,B_cells
+5569,0.947084140625,0.127563857421875,1.5889533313450934,3.625226692935177,4.804283035724559,0.5487505396434138,1.0002620676550722,-0.314120379640277,0.5362917899888094,T_cells
+5570,1.162781484375,0.09414728515625,1.422470770189746,4.7312047446624215,5.629017345351435,0.7332822146213753,-0.1595003310716716,0.3659725336741544,-0.6568086488172895,T_cells
+5571,1.04079875,0.15571513671875,0.640890714112903,4.3548982289366025,5.710753167530206,1.0909308284307038,-0.0396727219171332,-0.1764625778347828,0.2914318911109161,T_cells
+5572,0.920160390625,0.4010096484375,4.695463283330604,0.8815277090607907,4.73976879824577,4.921960358897602,3.2468230214018976,-0.3845978891703439,3.3094679603983708,Monocytes
+5573,0.812051875,0.06792591796875,1.550513384090496,4.7619083153564965,4.923618903958147,0.6479538703010899,0.4039307823578374,0.2968217676873741,-0.5669711614535595,T_cells
+5574,0.838583359375,0.132290244140625,-0.2626751195566084,4.07027036535397,5.2943094876550765,1.6449238682482958,2.5135197775727978,0.4959319497042849,-0.1963548184960875,Other cells
+5575,0.7549084375,0.148810986328125,4.335030322392333,0.1153447975828723,4.352114280516328,0.4191652464624249,0.1356673063024418,5.042442765873584,1.131035022759916,B_cells
+5576,0.880119453125,0.13973748046875,0.877103217188919,4.463430282446824,5.427427928936411,0.3250682668847202,-0.128881845390507,0.024155538738924,0.0312088819175003,T_cells
+5577,0.4059803515625,0.1795415234375,0.566269831919872,0.9817425215096004,4.726849206784582,0.1310669526660692,3.006179857755714,-0.1651297662909611,-0.2893124793090073,Other cells
+5578,1.07341328125,0.5260347265625,2.5091886926993547,0.4486718164811785,5.038561322315731,5.773240773494605,0.8981579927600387,0.1510984090454964,3.934587262498813,Monocytes
+5579,0.72327703125,0.106094677734375,0.6360066495933906,4.336773998656931,4.9746935570912525,0.958873322038295,0.1584764232496525,-0.2261533209753886,0.9240408913871688,T_cells
+5580,1.065605,0.1820097265625,0.0680946040314499,4.209462833839282,5.337198792847851,0.760877938233267,0.3661505342133438,0.026817064549147,-0.034201596238614,T_cells
+5581,0.667897890625,0.18465736328125,0.8206331035668722,4.5794242909349,5.505024965913756,1.5801007940051293,0.3858535546735784,-0.4012054218152501,1.6260189205806197,T_cells
+5582,1.03065609375,0.125249267578125,0.6350297997306779,4.976016819296638,5.736077118422082,0.99548050880293,0.2389179932573342,-0.1974825136455122,1.0488975749565668,T_cells
+5583,0.857788984375,0.4348426171875,5.460853229862016,2.784134784511539,5.07961414992268,5.323025281105462,-0.1534160397156336,0.8998728011159303,4.201226684640183,Monocytes
+5584,0.774486875,0.161666337890625,0.0341491786387294,4.369795178273459,5.227340600403511,1.2764555007789713,-0.5315632911550623,0.6148542481758003,0.2287642021103128,T_cells
+5585,0.92345515625,0.135775615234375,0.8871515743633297,5.118910566881717,5.662385894450855,0.0385084369002896,-0.0363731155070954,0.3936912677082356,-0.2169500173055918,T_cells
+5586,0.674678359375,0.108137421875,4.3326513484523606,0.4511595379613393,4.201881439229977,0.742516528121081,-0.0833031781357037,5.235967561034619,-0.2430648490318238,B_cells
+5587,1.881381875,0.23376708984375,1.6297517328615212,6.605035727399701,6.222501805233516,1.3633926678722417,0.2774999375882006,-0.1295514459658229,2.1657475559228807,T_cells
+5588,0.83166171875,0.09322373046875,4.869423242563578,1.509437776577733,4.63347541885969,2.1186077314593903,0.1475184762177927,6.01540696542082,-1.5928921628643211,B_cells
+5589,0.792037421875,0.168003984375,-0.5295788193677944,4.365035460919536,5.226014257047283,1.6682235056480068,0.4084260175338424,0.7259748331381064,0.9839717102537984,T_cells
+5590,0.967647578125,0.5473486328125,3.034331876472355,1.2763241237638463,5.194130554775631,5.303361806482378,0.3703514168230589,0.5233000549204281,3.658876605704989,Monocytes
+5591,0.5093488671875,0.067225,-1.0023339621841512,4.627294448083072,4.573090432773091,0.9168225287391208,0.0167543595604569,0.6776429263202564,0.3120447095136266,T_cells
+5592,1.0129075,0.13320119140625,-0.142497349180381,4.796355326425389,5.366452198494471,0.7231801853236051,-0.2537153653260727,-0.0129939066623132,-0.0962493304734236,T_cells
+5593,0.9719425,0.17593009765625,1.4243443845971149,5.385728902061572,5.327461247126929,0.2993178719747692,-0.0755792125957739,-0.6823922413287009,-1.0159134611836869,T_cells
+5594,0.997768046875,0.1080251953125,1.252274473490755,4.356791157609197,5.412516880986683,0.4435156282382014,-0.2288380739487413,2.620990502511879,-0.4915104255120676,T_cells
+5595,0.9217684375,0.10218802734375,0.9198357555147268,4.690141806710228,5.563267988764332,0.1710172739641448,0.4224034447843314,0.3489620588831283,0.4562876874319682,T_cells
+5596,0.82545015625,0.122891474609375,5.462412159918104,2.890090122877228,5.252448181275116,0.2116309911229763,-0.3196893842722971,6.10547127528474,1.376161039576484,B_cells
+5597,1.9837665625,0.2755055078125,1.1735159438996785,5.493303781860259,6.222327641361362,1.3414115709764451,2.0808204126223084,-0.5298905928191674,1.5160834025965035,T_cells
+5598,0.90692859375,0.109616669921875,3.6179029557757536,0.4701063748653024,5.364713660291009,1.0638299856913014,-0.061300922711172,5.874999115255076,-2.1444543500285924,B_cells
+5599,1.049230625,0.5620570703125,3.364799782563187,0.3252995293424394,4.587039412865533,5.414237517840206,0.4753399331416802,-0.4271283619283817,3.906030122742439,Monocytes
+5600,0.941527265625,0.1234777734375,-0.3926532364205845,5.230051823042712,5.748205809310337,-0.1775214206380019,0.0360179774033323,-0.7246260321207331,-0.6004682407350598,T_cells
+5601,0.91245078125,0.2077321875,2.841013553896313,0.5520989505702271,5.113993048714107,1.106920383448082,-0.4040901471825042,1.1130478998220636,3.916043038849194,B_cells
+5602,1.236041015625,0.13641052734375,0.1136996974880099,4.995830650296275,5.710033680304504,0.8397455660817303,-0.0791942458457472,0.5641927570697272,1.440076709802128,T_cells
+5603,0.99164484375,0.124716982421875,0.9873479715236788,4.440808963450873,5.255882739839514,1.0610558993991894,-0.3683857210043098,0.6040386100214068,-0.5375928494473389,T_cells
+5604,0.678969140625,0.14472251953125,-0.0850766942712075,0.5704084776788155,4.216105974582591,0.0332481724385676,2.5876602772702024,0.3796330228497434,0.7312029793757172,Other cells
+5605,1.02791515625,0.097356015625,1.0331992216725845,4.27306383689581,4.97452460521255,0.7742163508509385,0.1333221897798683,-0.1085959160777296,0.2224940999753738,T_cells
+5606,0.79152046875,0.132569892578125,5.705130263106799,2.3719297210786525,4.759307950003361,0.541045018773401,0.1570853816880597,5.325459851411668,3.078963117991087,B_cells
+5607,0.84171640625,0.150917939453125,0.901171651816118,1.861843532074081,5.17823288655948,0.651651142530857,3.800136106863667,-0.6498351761658645,1.0140239220621916,Other cells
+5608,1.16958421875,0.452504609375,3.18898240609204,1.796685121242131,4.677412880942952,5.484302001704031,1.040159154810607,1.1640142188731957,3.6957801306755935,Monocytes
+5609,0.71485796875,0.100287509765625,0.5052886750372068,5.089703824881907,5.674325235599634,0.2273456431507184,0.4246672558787507,-0.1004846306739721,-1.0702886607954003,T_cells
+5610,0.827275703125,0.157094765625,-0.8570811266086763,4.441455538144433,5.181629805368493,0.4079634115255969,0.3454904258963203,-0.0225734187491807,-0.2382348314146198,T_cells
+5611,0.831870234375,0.149514306640625,-0.5331727033197646,4.371591546490281,5.102544202420704,0.83311344867439,0.8062809966865117,0.3954570095871025,-0.0935326282543459,T_cells
+5612,0.682461796875,0.08678166015625,-0.2863370984838765,6.722299204098981,5.410369029942143,0.7856085181151891,0.0902769005960171,0.4640489023423646,2.152280350294103,T_cells
+5613,1.18654390625,0.12227337890625,-1.1301898561866572,5.154875923768625,5.390096456782674,0.7580881025104033,-0.4644935078073634,0.3229180470023327,-0.2406403232943535,T_cells
+5614,0.828110703125,0.13589984375,1.460908718589186,4.617862026477659,5.229888652452999,0.3265683238835584,0.0199909007474713,0.2495071372293369,0.6168084540164729,T_cells
+5615,0.984243515625,0.2052909765625,1.9300398796614968,4.867036641904853,5.2106275090757785,0.9145664696955964,2.9078451111910755,-0.525682111592297,0.2021550338863801,Other cells
+5616,0.812452265625,0.146561826171875,2.1014025521886475,4.049119977588234,5.148158929876148,0.823206743514831,3.085969327206952,-0.6752885073397713,0.1679287548071719,Other cells
+5617,1.33445359375,0.27134974609375,6.274695391891612,2.328492634915841,5.196356276676133,1.656776459474637,-0.4042827855169643,-1.3265426048749809,5.014653001905735,Monocytes
+5618,1.260587734375,0.6085091796875,3.7215919434131335,0.3258387304271452,5.09389559853159,5.465531174360916,0.638933172044344,0.6795599978711278,3.684507530903306,Monocytes
+5619,0.849653515625,0.098016728515625,-0.0044667918904029,4.271361689181995,5.238466302810589,0.9480326712953342,-0.1301161431478187,0.0565217281481022,0.5811138871424296,T_cells
+5620,0.883629609375,0.128357783203125,0.5424619706731626,4.699181735529163,5.224662058981873,0.5022496906357721,0.22867183811146,0.1020832025654276,-0.2155397218109761,T_cells
+5621,0.791802109375,0.1100709375,-0.235506910510061,4.743546276212431,5.08948308805497,0.2253557798303261,-0.1003690389995257,0.3427817844367849,0.6714227987905841,T_cells
+5622,0.801388984375,0.14246673828125,-0.1608192392028503,-0.0889092473756531,4.770582576549519,0.1391988290960371,3.209193871982833,1.1189234052330876,0.5664876986446571,Other cells
+5623,0.976622265625,0.12082052734375,1.951090324560032,4.714946685700375,5.437666166169656,1.0268366461345877,-0.1130048867205969,0.1444336455210713,0.0250094864434661,T_cells
+5624,1.22572984375,0.07477185546875,-0.8630929623263943,4.464959357922946,5.558108861539272,1.5356698885920117,0.1217475903496825,0.4381359951773261,-0.5331318300097702,T_cells
+5625,0.806782578125,0.11662642578125,-0.7946730138634726,4.9780423756752725,5.252565101440117,0.8179520106136084,0.3620381746395281,-0.0538778343614398,0.6288705526043221,T_cells
+5626,0.803379453125,0.129383955078125,5.421735603216019,-1.880707082568275,4.621215916330889,0.4277291282954989,0.397375264694539,5.814689571776999,2.272319683016521,B_cells
+5627,1.026064765625,0.154426728515625,0.5576433593269526,4.578285275945247,5.556027160320108,0.685258283356031,-0.377919363711154,0.2085123715872026,-0.4239943352164861,T_cells
+5628,1.033083828125,0.097102783203125,1.473998786123216,4.643507745062842,5.343697694705045,0.7106440859608222,-0.1954635399278903,-0.3929420108540358,0.1380347140582709,T_cells
+5629,0.979023359375,0.124932412109375,0.5026377800469952,4.275605874798372,5.099654473128954,0.8989932895749254,0.4993577772299242,0.0061102621043783,-0.8162715972097657,T_cells
+5630,0.832409609375,0.067347421875,5.35448925699252,0.0426041445898126,4.7401395614964565,0.3859432888710604,0.6147057678167828,5.49763170351014,1.7880686630502232,B_cells
+5631,1.1645515625,0.3736362109375,3.071186641617864,1.4598362324796197,4.785382916580812,4.86959645205206,-0.7446672306794042,0.806558867038323,1.5214342152040985,Monocytes
+5632,0.780356875,0.154150078125,0.3116269912385996,4.725393427292781,5.685430012008634,0.7918038682767411,-0.3076244420315446,-0.1847065986624997,0.7937813611694271,T_cells
+5633,1.3926915625,0.4953928515625,3.790166154052003,2.0845185730386206,4.635418095421051,5.4218429133937605,0.0717386696691503,0.3513468166264913,3.4784442034656182,Monocytes
+5634,1.32677609375,0.3308682421875,5.340239491971502,-0.6273743406524455,5.397088326938949,5.31946327348633,2.7441286950747616,0.985620811366608,3.19548758940908,Monocytes
+5635,0.746270546875,0.13861349609375,1.5289610600235255,3.8258881159757,5.007022698318136,0.6891109080800036,0.0038783621909585,-0.4369840184019745,0.6780030250976888,T_cells
+5636,0.8780159375,0.1714665625,0.7317150072032812,0.3274778842164793,4.62431615363355,0.110579770856397,4.176248713099199,-1.3528835791475589,1.082252045675352,Other cells
+5637,0.737061328125,0.101018427734375,5.27559967610247,2.2084836646009864,4.323849029442544,0.3122388663020139,0.1037982349852614,5.734257755258888,-1.2740370363597362,B_cells
+5638,0.998730859375,0.106504541015625,-0.8762163628144403,4.6456908108186905,5.497531012910204,0.4437554793847105,-0.0319802179187898,0.5762009430111064,0.6070753335708587,T_cells
+5639,0.84926171875,0.093486572265625,0.5357354133103902,4.837164604463776,5.136433382027729,0.8031963253945802,0.344261421713279,-0.0404025780227586,0.1769549038085932,T_cells
+5640,1.23877296875,0.145461826171875,2.220127539599654,3.642690690975771,4.670448113995355,0.6701096195908982,0.34918012610594,0.1330394936273984,-0.1460936513781832,T_cells
+5641,0.792960625,0.1228356640625,-1.3875986734628711,6.170402732593652,5.627627806847904,0.9592162476593428,-0.3562512077585432,0.5223520557439776,1.7604284045566918,T_cells
+5642,0.75736828125,0.113307275390625,5.763771021078077,0.408005514294444,4.955855288628312,0.3078224517018187,-0.9376898252755336,5.876779589608395,-1.9525476807095064,B_cells
+5643,0.73881859375,0.103267607421875,1.182648483347202,5.386369969783912,5.591168376171628,0.1757389266194677,0.0315356128041763,0.0247609813684043,0.3132595699085495,T_cells
+5644,0.95370921875,0.158803857421875,0.4710554951045418,3.967100987253911,4.780950781588223,0.5542062993966133,0.3425382713280255,-0.2170160596466302,0.5754407672863517,T_cells
+5645,0.612832578125,0.0965494921875,-0.0172235913855996,4.004438746571725,4.949242238109868,0.8929851330736635,0.1056419070204127,0.2179204876377928,0.4137321419482028,T_cells
+5646,0.72035984375,0.23852982421875,0.5497850863757988,-0.104571981755912,4.681791451094121,0.4119962577451692,4.0555298147957135,-0.8654469828124374,2.163744121962671,Other cells
+5647,0.7505846875,0.148297314453125,-0.4164490541262026,5.760178589040179,5.729625446684717,0.4279368876176911,-0.3181081564620157,0.2465802818398762,0.266327142718192,T_cells
+5648,0.88486015625,0.5154394921875,5.421314804857294,0.4316521547425047,5.06508842265491,5.277230682913198,0.7458466613647265,1.690057032895379,4.132275149036946,Monocytes
+5649,0.86369171875,0.18256123046875,0.6084243405212569,0.2866679649472095,4.938211361978739,0.0728815233021575,3.464231302315188,0.7993411261819371,-0.0796115526699207,Other cells
+5650,1.006962734375,0.111796826171875,1.5581000989624518,5.280398850374853,5.273693561007921,0.6232471115832791,-0.1861963443575751,0.1046533382031065,-1.2110383242495224,T_cells
+5651,0.670938203125,0.143270263671875,0.066506706846692,-0.1882470065219623,4.444328764184616,0.5130222133936612,3.831446260273293,-0.5553325431017726,0.2341386555168635,Other cells
+5652,0.719511015625,0.106079677734375,1.6768976619350966,4.574072805570348,5.317106876442772,0.460109417815074,0.1769947621224096,0.3386454460162357,0.200024852236364,T_cells
+5653,0.83730609375,0.087573193359375,5.878590524409661,1.3220376532520934,4.45087309678364,0.3920714914911357,-0.8879410303385981,5.430728639540955,-1.196966154196735,B_cells
+5654,0.7927540625,0.17262236328125,1.369541136106941,3.982992309673024,5.023522859698044,1.061108782708655,1.9129763853711856,-0.738566952634025,0.4064277378119853,Other cells
+5655,0.8960075,0.161423291015625,-0.3180570680722686,0.2951525265754583,4.008800167350019,0.5251495330698552,3.2296435623235387,0.1285523707899275,-0.1017880481985275,Other cells
+5656,0.978643984375,0.16989791015625,0.5881613168960554,1.1184738604648197,5.071300442285704,1.0142815700094014,3.0849447354065243,1.0493955089114675,0.791990452163314,Other cells
+5657,0.97517921875,0.099668798828125,2.6479420083336698,4.787448753858042,5.158277823987942,0.2203534231087501,-0.4003913009164694,0.9214187720301724,0.4353426935250397,T_cells
+5658,0.876204765625,0.160113876953125,-0.4727124119201101,4.013876386748823,5.750627305856704,1.0974029199970985,-0.0797912572771194,0.2227670478630277,-0.5818756767599408,T_cells
+5659,0.741870546875,0.0742323681640625,4.355707683397025,0.8379184505950082,4.855287869880148,0.3957283778869874,0.6594787308109087,5.943086180665163,1.8078264616020792,B_cells
+5660,1.015205546875,0.12425490234375,0.494665569368396,4.896428231640232,5.221500737554516,0.4427421055943171,-0.0911040491295235,-0.2063174237492066,-0.4439179031750804,T_cells
+5661,0.87085640625,0.091133583984375,0.9932869188659074,5.176730965376535,5.077652734842967,1.1864138855861794,-0.168964861782434,-0.164007046628765,-0.6387288350608087,T_cells
+5662,0.824533125,0.143282265625,0.8500689087680762,4.491932867008848,5.678747014122322,0.4232115173144093,0.327978676417225,-0.9819549178389072,0.6545580207790125,T_cells
+5663,1.34085171875,0.2040240625,-0.924632968172479,4.647143093099825,5.00004270917158,1.1505612099341758,-0.1918586773650476,0.3553391303143912,0.5561046617932253,T_cells
+5664,1.019759453125,0.126932548828125,1.0697164154190577,4.610545419289089,5.6009290485241205,0.1366003047302882,-0.2382930595007456,-0.6342678143352241,1.1060323223411124,T_cells
+5665,0.7474890625,0.088794990234375,4.574110193130636,-1.4065320644872663,4.955080123062661,0.4229217859093171,-0.933732373199598,5.371469700307876,1.6459198940670954,B_cells
+5666,0.8537421875,0.18741423828125,0.1117238919857873,4.297482202659831,4.864301476244631,1.1055842693521534,1.0454319270504977,-0.7790796440177672,0.0049012116871673,T_cells
+5667,0.81912453125,0.113705751953125,-0.0242973776410249,4.605719198686687,5.358313614363363,0.2126754522688498,-0.3963466594453244,0.5561357776393223,-1.4330783837067718,T_cells
+5668,0.903250625,0.17649181640625,-0.274577669943852,4.525767309472996,5.16178418841876,0.8757156237812627,-0.0241501295801036,0.6996128313173473,-0.4562617141103011,T_cells
+5669,0.75976921875,0.0930905078125,2.691081205688613,4.680650927890184,5.4128874797351605,0.3225369932869374,0.1150161544218367,-1.1078724745158648,1.2254459050951982,T_cells
+5670,0.968852421875,0.126531083984375,-1.055096197378623,4.723899085373216,5.072919493807556,0.6213820719446622,3.050914296970059,0.0870020010734926,1.1652954350897582,Other cells
+5671,0.952448046875,0.117379560546875,0.2108280458114492,4.556818642889706,5.6040036669438384,1.0175861530797892,-0.573786529987308,0.0683570371315694,-0.6683915909990781,T_cells
+5672,1.128571640625,0.12789810546875,-0.6927488141978835,5.012074379934835,5.461678094195516,-0.1719525518924174,0.2815242044237879,0.0507175754206416,0.6586896713965712,T_cells
+5673,0.66534890625,0.15256220703125,0.1260763571304712,5.076860088791528,5.732003432748128,0.6449645849994846,-0.2875389637657566,0.0932382788104289,-0.8350852653749071,T_cells
+5674,0.949586796875,0.110460400390625,2.1273811212307807,5.448500569656697,5.042375621213033,0.6438099400892909,0.4660201618404425,-0.8162278866272794,0.3981974298971271,T_cells
+5675,0.967755,0.1460493359375,0.270685437798634,0.8703764808232207,4.622564353841564,0.4264090027734432,2.1830419828532333,0.5050898171543461,-0.4463341751551253,Other cells
+5676,0.814795390625,0.099536181640625,4.144055135584987,0.2918879603109685,4.859774405858514,0.8126062141852413,0.0669679031953923,5.891324980222893,1.938324419867954,B_cells
+5677,0.81466578125,0.121405625,1.441958823452874,5.300381384501519,5.348531806479101,0.4803950890378897,0.0016701792326893,0.02377718966644,1.5635187778178286,T_cells
+5678,0.822134765625,0.10577662109375,3.639507591190701,1.0977152295100658,4.577859191541321,0.1794156010811646,0.228443320733986,5.848547496787108,-1.5067608950456166,B_cells
+5679,0.804807109375,0.0720149951171875,5.123952614839992,1.0199922435687545,4.309549930938288,0.1841904999543005,-0.1801907780358225,4.511137589350232,-0.4118820672092558,B_cells
+5680,0.816302890625,0.09614921875,5.03159655637998,-0.3010402694131844,5.185783228016858,0.0608731943253425,0.0191939411237207,6.2738425427367845,2.6415198274341583,B_cells
+5681,0.8584225,0.26874931640625,4.515551302504115,1.4426818793053062,5.406845044624315,3.3212375657849207,0.1307456163510766,0.2877604206922486,4.925423463659612,Monocytes
+5682,0.981393125,0.091665869140625,0.595151473005966,4.370296072992092,4.831999546424909,0.5632215219690546,0.1206857484687289,0.5667705508878226,-1.3065963274727186,T_cells
+5683,1.39800984375,0.14589810546875,0.5545351113726202,4.61977315894474,5.6549584592066,0.5540075480556571,-0.1154779046941419,0.2434926211804579,0.3068536909079332,T_cells
+5684,1.32857640625,0.170338984375,-1.1246293052494372,5.071508334378621,5.119224854554895,0.645136312667834,3.077605908852425,0.3556162000106279,-1.395717337413652,Other cells
+5685,1.104444765625,0.16976947265625,-0.9580277057434894,4.786220763080991,5.6987501275418495,0.388752559692387,0.0232867672120954,0.4220718834330924,-0.2691661929371793,T_cells
+5686,0.852710546875,0.21871564453125,-0.0366378470504054,4.7811556794964165,5.480755797380894,0.9707561039318636,0.5950954434130755,0.0415820184310156,-0.8884595809230755,T_cells
+5687,1.111855,0.5899698828125,2.5183878442976835,0.4582901131543334,4.823169098919388,5.112606484900961,-0.1566029653912638,0.6121835546969392,3.381911851017229,Monocytes
+5688,0.704995390625,0.163651474609375,1.854272272379508,5.313074341787774,5.454103868696753,0.3930547572355992,0.1084403309460481,-0.3454788725417643,-0.3662951805244439,T_cells
+5689,0.74554453125,0.13187857421875,1.927394426254205,4.451671953057415,5.844648122515037,0.8651905690911135,0.6300059556549932,-0.0690051551103805,-0.543828491414376,T_cells
+5690,0.834565234375,0.082779599609375,4.993969138291241,1.2787962171827478,4.456139482107123,-0.051632237340685,0.6934261885296735,5.859909377912196,2.448597059296293,B_cells
+5691,1.0118615625,0.1731234375,-0.7156036398531898,0.2675065602036138,3.928970776354049,0.2289237028906951,3.146342866753567,0.1356422441996717,1.0064866422483556,Other cells
+5692,0.845656171875,0.1435979296875,5.142997456675117,1.8968964735196,5.020962340829917,1.2581575030020524,-0.7103051274692586,5.669813925290088,-1.4221019327343656,B_cells
+5693,1.005806875,0.12660849609375,1.4896762434715196,4.527004844809973,5.69648246503221,0.944935043673151,-0.2217620097027679,-0.0901402761391373,-1.1858613148192754,T_cells
+5694,0.953677265625,0.12528408203125,1.6934492602163866,5.362251685626321,5.642368620197552,0.5886029019444319,-0.426332710937272,0.0740740640048731,1.536168949234891,T_cells
+5695,0.757839140625,0.16621029296875,0.5362686129484329,4.857649497026589,5.607050113614207,0.8609486036891967,0.1722415096578941,-0.524405015444857,0.0477040085021876,T_cells
+5696,0.7544265625,0.0806312353515625,-0.2075452350929968,4.819195115295234,5.116998645279475,0.7587426394670376,-0.050849666543693,-0.0172857992757912,0.0273917917203203,T_cells
+5697,0.871583046875,0.111143916015625,0.4607047750273542,2.891052371323115,5.6526415751760375,0.6826836698124948,0.2799771150087367,0.0005146148534329,0.6055031617448529,T_cells
+5698,0.769305703125,0.09842,4.241691673645492,0.921797205803428,5.114734151219583,0.4079292287706208,-0.0832568081041036,5.421784293042765,0.0716543684954006,B_cells
+5699,0.902678203125,0.18807373046875,1.4181793962319154,5.069372261985442,4.756470635960846,0.6577111434182706,3.1865262783370056,-0.630348403981905,-0.7029106756180048,Other cells
+5700,1.074161484375,0.429455625,3.264548151341696,2.076452403359832,4.930986672864909,5.30967332349586,0.2108153377801057,0.4855977720848748,3.213863481240681,Monocytes
+5701,0.822588671875,0.127183388671875,4.799998915751003,1.5960397525428442,4.411001258459894,0.4762790000876364,-0.5562485935433517,5.710387837049447,-1.0065785909079257,B_cells
+5702,0.799305390625,0.142243505859375,0.0626456808306876,5.580438481732405,5.236562134043901,1.5014920910766247,0.3489481938665258,-0.4411620872145305,-0.3650290854695694,T_cells
+5703,0.95526109375,0.14715111328125,-0.6185629916955709,5.228202872941928,4.697141179786032,0.0394089510166581,2.632268655463743,0.0396540956613386,1.336860948804185,Other cells
+5704,0.948676640625,0.138486279296875,3.969876949728456,1.2990141639918171,5.1265805980649874,0.5545614869654001,-0.3042523602439984,5.765365644420931,-0.2245060673283562,B_cells
+5705,1.833004375,0.565594296875,4.125246953290879,-0.0797283848006598,4.801328380030572,5.343164394796304,0.5245875674393381,1.1662217540329936,4.119478701561307,Monocytes
+5706,0.973871484375,0.1443000390625,0.3448816132628052,0.5734151416233806,4.756937423998484,0.7947547607076122,3.225122908279692,0.2501239753941934,-0.2598714142204,Other cells
+5707,0.79703703125,0.17241771484375,-0.1210706528778224,4.473204874110792,5.339899118805886,0.8664008524594592,-0.0136411735590764,0.4589025204473158,-0.4058375089161271,T_cells
+5708,1.4538859375,0.3449928125,5.309298901550848,2.4540624863741503,5.053928973905039,5.273887379529097,0.1465820327950504,0.1523498228889095,4.7713915139928735,Monocytes
+5709,0.6508201171875,0.087466376953125,-0.0525285101623099,5.099270625809727,5.170270562383665,0.332854099985405,-0.011697657017995,-0.1155651607177554,0.2084808626186759,T_cells
+5710,0.756299296875,0.095678134765625,5.227819989221777,1.8110649892093933,4.622472322478121,0.3774476650951138,-0.404046726990885,5.351231787512583,-0.5207251651568292,B_cells
+5711,0.823807734375,0.08696228515625,0.6349829601461847,4.869802800617052,5.112581188590865,0.8052602515142783,-0.3602521885560244,0.2166572936091706,-0.3710818293098197,T_cells
+5712,0.72792046875,0.101110244140625,5.9430957954052,2.004297120748274,4.700596550177277,0.7883864428593105,-0.8370704322710107,5.43465922454179,2.1602190477791687,B_cells
+5713,0.988169609375,0.132861533203125,3.1556648734151005,3.681064071814626,5.105805263610276,0.9254108746749958,-0.0471501516862342,0.4199989242644653,-1.36380802523113,T_cells
+5714,1.4276096875,0.5513613671875,3.516142867600822,-1.1733677192502077,4.6517245223157655,4.897999651917703,0.1384591248418566,0.3991121043501023,2.798734627118687,Monocytes
+5715,0.806765703125,0.093655205078125,2.8447592737277096,1.549098453247911,4.399471282373799,0.3482328900061437,0.6294514830009633,5.7280383973040845,0.0653543155425744,B_cells
+5716,0.76213234375,0.1614658984375,0.3184454254686917,0.3010681302202769,4.2957251763109126,0.399641842059837,3.331968245471395,0.0252842623811678,-0.0134745406165895,Other cells
+5717,0.8597803125,0.19102142578125,-0.1592533142996727,0.6915182082765285,4.454402613738529,0.599066150515056,4.341508628264412,0.200212630844395,0.9044105556943752,Other cells
+5718,1.11301296875,0.12431130859375,0.2576884175768492,4.6658205560902015,5.517403128582769,1.1439460313764491,-0.5290095703333313,-0.0184635271562585,-1.2502137259318833,T_cells
+5719,1.5177603125,0.1909308203125,3.210474513553044,1.4650461229042837,4.1336206508615065,0.8079702147829056,0.1535752491512533,5.335478448466245,1.2560383954170693,B_cells
+5720,0.701395625,0.2054969140625,-0.2040396803461908,4.2320759720014935,5.236408202920503,0.4799648025178917,3.3955370101957407,-1.3047958642160389,0.9428815889597438,Other cells
+5721,0.833448984375,0.130874609375,0.4543217811573834,4.314357272481298,5.457401124280662,0.1850380008796531,0.3096454767652205,-0.3347637987139559,-1.002446212453055,T_cells
+5722,1.16549421875,0.158657431640625,1.145134563653525,5.283713171743778,5.774217129748434,2.1029911337415013,0.1623153125394105,-0.2698939612884292,1.5655203974843412,T_cells
+5723,0.895291875,0.09103216796875,4.596062780823438,1.9028501013893533,4.973840104139033,-0.2721818170297647,-0.1097818350438733,6.204236495683445,1.9400858595794053,B_cells
+5724,1.832219375,0.25764806640625,3.2548701557486823,0.0498314645008518,4.239277846231017,4.616043472797769,0.9927949953131684,0.8969747388077713,3.223217127386809,Monocytes
+5725,0.984644140625,0.143238466796875,1.2754209203560374,4.251311642264012,5.386897406496591,-0.0808075047247114,2.95483691332626,-0.7209907331708005,0.9018334898053632,Other cells
+5726,0.99499765625,0.092606826171875,1.5207772693953616,4.383425803305628,5.133080241696857,1.8204996133427176,0.2701896711015004,0.2690518882859704,0.0095965081814996,T_cells
+5727,0.73088484375,0.10578142578125,0.476958880783024,5.300699936023922,5.640894976580631,0.7780705586038575,0.054472536759313,0.1932003901164082,0.3701474905492983,T_cells
+5728,0.947992265625,0.158349580078125,-0.248983898566905,4.241122434036726,5.419957350364413,0.8857480971080782,0.9594487957252638,0.4919771248811034,0.6848212611492271,T_cells
+5729,0.28503326171875,0.11280919921875,5.22895750476301,1.7372599946478708,4.771083212999892,1.5167910357928782,-0.3075595875722505,5.467929124361169,-0.1494237073334236,B_cells
+5730,0.770662421875,0.08474671875,3.5127542107811203,1.6354496025267071,4.663310839386405,0.4713571229005017,-0.1132786581840904,5.782632966100212,-1.094460227474589,B_cells
+5731,0.9825890625,0.126358251953125,2.557013622288544,4.707861740593517,5.256488698826727,0.4881866989244193,0.2762144909429464,0.4943049876264786,-1.1352141900154522,T_cells
+5732,0.868856953125,0.12102576171875,5.328936173504815,0.6542007613883596,5.24089584035612,-0.0173623730050951,1.1373734993186897,5.740313875081447,1.4885215466960326,B_cells
+5733,0.874848828125,0.08427083984375,3.704184592222029,2.1527435664137786,4.643258163285868,0.4331750660260391,-0.0651971854005108,5.372609481243937,-0.1393470753033653,B_cells
+5734,1.126828671875,0.4267326953125,3.4007624552019853,0.5714811106606092,3.918028042982639,5.189287714004347,1.3590487900907042,0.6002292868204626,3.9081101596671775,Monocytes
+5735,0.7415203125,0.13889375,0.8395047913270888,4.711401871038108,5.754450388235944,0.2646362512886199,-0.3552385105371427,0.6869823837660824,1.1427890327662211,T_cells
+5736,1.41510546875,0.3986205078125,4.421260631574616,1.9257284366181944,5.655640962319736,4.926850576744358,-0.6878394870996289,1.2754816810901497,5.220947374234275,Monocytes
+5737,0.832741953125,0.17812888671875,4.225754636040169,2.028320792885705,5.348917324670435,0.3350780905554272,1.07140464291325,6.070977677496255,-1.0074036499025572,B_cells
+5738,0.634815703125,0.1378315625,5.504865893830691,2.159971424634381,5.0469528960271495,1.0663540901410289,-0.2334153847319019,6.494833442477008,1.1882358629700198,B_cells
+5739,0.669219921875,0.10436818359375,-0.5342135472787434,5.231000916500739,5.278452595248963,1.0666442895709354,0.2828438050841541,0.5407799535856808,-1.033305201083335,T_cells
+5740,0.877516640625,0.250343828125,4.198572556275738,4.901242390809164,5.523242277039319,1.0410935144077538,-0.3903316272427283,-0.3208154249141949,0.6791186876370343,T_cells
+5741,1.062444296875,0.1749507421875,1.402329051368385,4.644247948691121,5.288436649768621,0.2736790455917071,-0.6967371781067966,0.1515325643727843,-1.025950189548181,T_cells
+5742,0.919901953125,0.09302330078125,5.661095371917397,2.019197128363542,4.520361086875034,0.5606280966556689,0.5018759236367378,5.494354009206771,1.090235841873653,B_cells
+5743,1.265282265625,0.5308641015625,3.417876208566492,-0.5779074378571734,4.666935349181711,5.02291328179852,1.6392339491952823,0.2921080039643271,3.168086077148959,Monocytes
+5744,1.121295078125,0.3385860546875,3.8220095777630223,0.7947422864382105,5.111404734938076,5.145591176285404,3.5752517941121766,0.5532636626871538,3.700979932805711,Monocytes
+5745,1.231609296875,0.111371357421875,-0.8591534409869467,5.276120040324149,5.683846606780766,0.6031608465603164,-0.0925027060156626,0.4899163854467647,-0.2354555491164536,T_cells
+5746,0.8259109375,0.5172651171875,2.8758269468730377,1.891911305566477,4.408531772952863,5.040213784383101,0.2044723876993356,0.7258435531002395,3.284060928604258,Monocytes
+5747,1.258837578125,0.1457684765625,-0.6133858241275879,4.620249767408897,5.260208838032438,0.4329510619179331,3.817808429860554,-0.7307765794551935,0.4510564124198816,Other cells
+5748,0.845721328125,0.16697841796875,0.8330488817657179,0.3615055544519625,4.861018347837826,0.4610448566677506,4.047173654343163,-0.7768147200387078,-0.3093422370737733,Other cells
+5749,0.542879296875,0.09805693359375,0.1200009258113703,5.110678560307825,5.011275390606543,1.5207459376749823,-0.0505813724185881,0.3258363860480369,1.4293242738430156,T_cells
+5750,0.887036796875,0.127064580078125,-0.6085018614297781,5.025365186887078,5.318259982436844,0.0132751386916499,-0.0856548234628642,0.0951267746660311,0.4154411435901404,T_cells
+5751,0.706567734375,0.15032744140625,-0.1990657963051389,4.816795662211126,5.402653909501932,0.4383877924838883,-0.0394245082789708,-0.0941095300085983,-0.8674773516371862,T_cells
+5752,0.978650390625,0.13010587890625,1.285854189910558,5.511032205638213,5.474488633440958,0.5121307422718409,-0.1834254859255632,0.3676257120368694,-0.9472348955590456,T_cells
+5753,0.75565640625,0.1543319140625,2.37228235701166,4.329781579972362,5.411287887842721,1.1913197973396734,-0.0192432212799178,0.22401683153584,0.6648350313273956,T_cells
+5754,0.596650546875,0.13453521484375,-0.4655218922827489,4.417631339901182,5.640318013990876,0.3898967426741459,-0.358384797468214,0.4078051761932385,-0.1775054337950936,T_cells
+5755,1.360905625,0.62989171875,4.687393439999878,2.751828716112562,4.818839311201302,5.7290903703869605,0.4464048993624686,0.1329699867960087,4.372554356254337,Monocytes
+5756,0.9689040625,0.141402763671875,1.2048422094460078,5.634206031222387,5.684416761199316,0.4479747768167847,-0.3064008991471668,0.4321899068296963,-0.1592259562316252,T_cells
+5757,1.09807390625,0.106958818359375,0.9309418520484352,4.753389011143735,5.411475256994208,1.226737550855271,0.0523956421106508,0.4395365532867477,1.3840527382168015,T_cells
+5758,0.956168828125,0.12676931640625,4.779895532099698,0.1420612951608308,4.934448832923286,0.6487182598909724,-0.5989969117647463,5.693906488789359,-1.6820350020445594,B_cells
+5759,1.40525765625,0.103804697265625,2.0675376306044284,4.101425737287877,5.159767854109165,0.9257540299251948,0.5072809644515506,0.6985162159108498,0.3257604383358284,T_cells
+5760,0.8146096875,0.09848720703125,0.0340894489990162,4.579013683443448,5.039782266451907,0.9599063605816632,0.0638173423143566,0.1379007955933811,-1.1721084048879151,T_cells
+5761,0.55208015625,0.137965390625,4.592241831087324,1.3579554465167167,4.962842910644228,1.0751276243376056,-0.3980906407499137,5.583957027867043,0.096228307940664,B_cells
+5762,0.774314140625,0.11947630859375,0.8117896096788435,4.990171241824059,5.4588868677076565,0.6335011402845979,0.0249528508051291,-0.0581450240654515,-0.73886404660231,T_cells
+5763,0.93311828125,0.448522109375,3.8077241308404335,1.5534513924418918,4.532133367143169,5.032455321724251,0.0330739782164761,-0.0795514001235381,3.867014450759753,Monocytes
+5764,0.954112578125,0.152121142578125,-0.3817323243326351,5.5314859465943815,5.788211510970007,0.9296663311636733,-0.0598219186438663,0.4264904549071415,0.4154119158426236,T_cells
+5765,0.893301328125,0.1114331640625,0.922494129738073,4.828696858217635,5.543929376971353,0.3117092997840928,0.2468627422025338,0.0920299886545283,-0.5202906328514421,T_cells
+5766,1.157553984375,0.162348046875,0.1165781377217305,4.563656279912075,5.527387104569706,-0.3325082409900912,-0.1075908245250271,0.500658257177637,-0.3402370591504831,T_cells
+5767,0.94185828125,0.132504482421875,1.2953633554912316,5.120013125473833,5.638972892418138,0.7938159822421533,-0.3681855516285829,-0.6301455217145444,-0.1950174708962112,T_cells
+5768,0.75388125,0.12432451171875,1.0721285919862726,4.924787879590002,5.576968976092817,1.2280129848363126,-0.4778879770684111,0.6422798561435135,-0.5694977065780276,T_cells
+5769,0.894219453125,0.15802732421875,1.8101523064480467,4.278774373164638,5.239770203830426,0.7387411628535153,2.911857415899954,1.037371629133744,-0.8284636676325956,Other cells
+5770,0.9005328125,0.09859642578125,0.9412598356939724,4.788065994822812,5.436089605674903,0.2902725480211671,-0.1282530941602068,-0.0141243583642801,0.3008088090501897,T_cells
+5771,0.8644340625,0.11016275390625,0.4946546872076323,5.0946534122435,5.344901794569203,0.8886859201117043,-0.0796711210278227,0.3607139065051604,1.2838274816348123,T_cells
+5772,1.02382765625,0.096076611328125,0.1402602984637589,3.705541000582439,4.845005257086489,0.3829047872884019,-0.2503242276860121,0.3931336353139618,0.1946012797377753,T_cells
+5773,1.31323546875,0.51920875,2.713927870471508,0.7139590422179153,4.610418448657182,5.425537171448448,2.2437695817826167,-0.319750218531136,2.803098317634142,Monocytes
+5774,0.834887109375,0.12035484375,1.1732511029222803,4.46884344633659,5.281480843185939,0.29033250068962,0.0448295012312669,-0.0473302568393497,-0.2816269650813198,T_cells
+5775,0.70212953125,0.0973128125,4.926484751953282,2.167069737611216,4.678651973684274,0.3241499677872039,-0.4558832143277047,5.319270097590855,-0.1392765880604872,B_cells
+5776,1.34347515625,0.5862362890625,1.9334964320526584,1.4299571396588375,3.9325961045804654,5.330737177416006,0.1269912592795443,0.2317997401050885,3.0636890629602864,Monocytes
+5777,0.8070184375,0.137733154296875,0.7227110148689974,4.27180611339074,5.381956789722325,1.0917571243556587,0.2804530274146931,0.042519458918279,0.3236957112441295,T_cells
+5778,0.977537578125,0.15613220703125,0.8908966843678321,4.88791909849134,5.479671317116769,0.0228914335887968,0.1468377291202734,-0.2970655044542492,1.2143435588855032,T_cells
+5779,0.786633203125,0.157510048828125,-0.0717527886301262,0.6056151044522469,4.390051855464384,0.2417365539158814,3.905809371956724,1.1226186018740212,0.1737090066441847,Other cells
+5780,0.7338684375,0.115102177734375,4.082849624755312,0.0933182699106656,5.0776410583107925,0.4187548787430883,-0.1384052332949465,5.253681372749486,-1.3969408723525931,B_cells
+5781,0.676229609375,0.099518779296875,4.765648017033728,1.3395892433635974,4.5379575242970045,0.5272081325792453,-0.650820478563385,4.943230153498504,1.035165275051375,B_cells
+5782,1.05122171875,0.6232076953125,2.4553626237723187,1.5070472520251506,4.699535053599679,5.022595548707443,-0.0083694596792045,0.3257824969413292,3.6327826110299344,Monocytes
+5783,0.73568984375,0.14440865234375,0.3856944927410093,4.779653520003421,5.21976330236123,0.741271580734621,-0.0892095923460667,-0.180569569090729,0.023408892931715,T_cells
+5784,0.4710594921875,0.0965896875,1.0114632718645316,5.119240213709853,5.5666832655869545,1.2238017401843746,-0.5035970766783169,0.2352137980436655,0.6145705029379561,T_cells
+5785,1.022032421875,0.1160575390625,0.447477168830679,4.579374441949068,5.77845720375356,0.6706699413390685,0.1309552445215585,0.0048727908019437,-1.030472970881093,T_cells
+5786,0.925819921875,0.096076611328125,0.4996738728898429,5.382461376413929,5.580153764378108,0.979539213662194,-0.07667458486954,0.5012722088392625,0.6047167932339741,T_cells
+5787,1.6282575,0.5997449609375,3.2224209932814314,1.145601815527797,4.807382529177857,5.035266878322517,1.9993685622039048,-0.2671905039320237,4.528515672799731,Monocytes
+5788,0.923361640625,0.17984755859375,0.1489741900631315,4.56106635226856,5.156095917206561,0.381598472009913,0.3488590286654672,-0.1167669820578279,0.3284263652473753,T_cells
+5789,0.743072421875,0.083791962890625,4.397075704231719,-1.1495926541832953,4.7590523920249685,0.5818195689152689,-0.9760068209244592,5.683184675896943,-0.4275738320861913,B_cells
+5790,1.09485625,0.142502744140625,1.6889546788159182,5.159441971332505,5.589375495220077,0.068558398040061,-0.3546094356894251,-0.9116596048253068,-0.7353439202349618,T_cells
+5791,1.014375234375,0.082121279296875,1.3324047864133812,5.196906629009821,5.243239027950152,0.1808375406347255,-0.0974519918624062,0.119135287907943,0.3516048940440096,T_cells
+5792,1.27445984375,0.19631662109375,0.917615778498162,4.641077586066015,5.620332965713831,0.9959561260939724,0.0019964382521554,0.7591737262992841,-0.634037887338516,T_cells
+5793,0.8798840625,0.09921453125,3.790884558403429,0.8019202960741725,5.309546660989483,0.6632633824171544,0.1643424494201397,5.304272286735241,-0.9439615186228104,B_cells
+5794,1.41595875,0.25512529296875,5.802418431714762,1.304667683724209,5.6288048581081895,0.3237371769291229,0.2403875378189923,6.393989045529597,2.412188658805128,B_cells
+5795,0.5349190625,0.15122939453125,-1.2047322229188464,4.998139423308137,5.590573671721936,1.2583566388759229,-0.0686811200680537,0.2287019121531562,-0.6534645893396827,T_cells
+5796,0.9653559375,0.17792484375,0.0245278871294614,-0.4531229155321396,4.123897446823055,0.3557621377825406,3.069388240961446,-0.3118879680014229,-0.6853689925913433,Other cells
+5797,0.878318125,0.10998751953125,1.2881916119818215,4.945644133305917,5.489926407682105,0.5106693605465045,-0.4719331059480495,-0.1545191498503533,1.0217715885084977,T_cells
+5798,0.6396230859375,0.117466572265625,4.306654516921062,-0.1397951627407621,5.115637057919329,0.7627220398745336,-0.3837559389206135,5.578950975253916,-1.7684593605304728,B_cells
+5799,1.395758125,0.4579906640625,3.2489357180329868,1.7585246148539402,5.127546889861361,5.623766533399288,2.1863404171321688,0.0526455507396845,4.706619481559769,Monocytes
+5800,0.726537265625,0.0813207470703125,5.130001371334815,-0.4031892518217497,4.717955094547363,0.4859607795972801,-0.5189178998791801,4.946806622527877,1.4580801945064494,B_cells
+5801,0.9859140625,0.105864833984375,0.5301098525420254,4.809043686351023,5.169597590675028,0.4100614315444862,0.2212512652063254,0.3453855714396542,1.2316906877189877,T_cells
+5802,0.744725,0.10922240234375,4.915961185456707,-1.8823469256124004,4.826399697348956,0.4814032688026678,0.286581111170068,5.556608981161966,1.9458939924078704,B_cells
+5803,0.783584453125,0.17096427734375,0.5032258534440817,0.4453042227885153,4.620721905122667,0.4272046109821407,3.5370021723638883,0.1598842973528794,-0.8420841100444032,Other cells
+5804,0.748345546875,0.19092841796875,4.21238597233943,1.718841982636646,5.446536018051819,0.524994233056379,0.516408915348195,6.257101573284436,1.592492182642013,B_cells
+5805,0.72277984375,0.1643841796875,-0.4937261628858438,-0.4354879362744108,4.586535167580136,0.408352150448912,2.958460532981945,-0.7574481992708118,-0.1608781695476394,Other cells
+5806,0.820269296875,0.1522231640625,1.213727935126044,4.753977812809704,5.474131134096853,0.8174618840441906,0.2907675783041811,0.7515020116822027,-0.4481626675045953,T_cells
+5807,1.069029765625,0.130878203125,-0.2979071032733107,4.679736872971944,5.404716323001376,0.563704830999941,0.0201068860123978,0.1708351033860777,0.795836485571286,T_cells
+5808,0.668123203125,0.1045758203125,4.49703047050363,1.0096019502050504,4.552739150276218,0.7632455943606381,-0.1752451659801383,5.5023993728264,-0.5898395428330416,B_cells
+5809,1.09428390625,0.118721982421875,0.7109490456450244,4.975829956251198,5.23029338331361,1.2856245259028145,0.038476249626485,0.1695902428420859,0.1426345051467778,T_cells
+5810,0.765556484375,0.096514677734375,4.551060179514458,-0.4744023322230816,4.590458736986428,0.300953938065556,0.013990548366132,5.613642541690007,-1.4710249727963325,B_cells
+5811,0.77971546875,0.19239857421875,0.1811165737635552,-0.1424357752081573,4.462061084596215,0.0575322392788003,3.37921187206808,-0.922291572039913,0.2706087069853067,Other cells
+5812,0.936987109375,0.142278896484375,1.7866602619268814,5.230413376699069,5.72403751493789,1.0604319030434524,-0.3324876392549333,0.6359884913774432,-0.3376872370158926,T_cells
+5813,1.021005390625,0.0961726171875,0.9586130283064862,4.37769271037474,5.240546959992893,1.0231850258173316,-0.1910019052007503,-0.7147206595725194,-0.6638033450123736,T_cells
+5814,1.83681078125,0.6425596484375,3.369746864098712,-1.1783099296589137,4.697710632286453,5.4599463558862125,0.5132667741259354,-0.3599113290413714,3.2681153159011123,Monocytes
+5815,0.916816171875,0.1856001171875,-1.2856212531992963,4.5797718490538655,5.573196115207863,0.7375410702932917,-0.2447185142983705,-0.2889943427149668,1.599924425913566,T_cells
+5816,0.8473325,0.095781962890625,5.239705449801159,1.2514087880491809,5.158976014618609,-0.5759747495539078,-0.0354887195108151,5.94406014364371,2.086288354792066,B_cells
+5817,1.0199996875,0.11678365234375,3.7712424796994433,0.3072447523559578,5.479930078835037,1.0206747532093243,0.3774294409042134,5.863205499725916,2.938293064880676,B_cells
+5818,0.872641328125,0.136217890625,-0.0799845088252034,4.748381518751392,5.189550764371994,1.5904188276789664,0.1465477774563836,-0.0439468682523298,-0.1555765416811591,T_cells
+5819,1.09910640625,0.156230625,1.3714563796850394,5.08953732730398,5.6902197428718,0.3037372419602819,0.0841051663415905,-0.2402586117235383,-1.1811344766990748,T_cells
+5820,1.57556015625,0.5469519140625,3.995642187592863,1.7047480453035055,5.165912332220951,5.44034667627481,0.5308779240505719,0.1201112119482443,4.76058550912113,Monocytes
+5821,0.987561875,0.2227851171875,0.5488255460391532,4.394002484656265,5.914711199141079,1.0155063612494275,-0.3235701574698811,0.8100273641956762,0.3777136183200065,T_cells
+5822,0.7659503125,0.111676201171875,0.2751047359129061,4.504572281704309,5.013219250811459,0.7437124315345218,0.2929239239515699,0.1755961934055357,-0.5029498462431156,T_cells
+5823,0.9556315625,0.120689111328125,2.1618928849623407,4.755348971761777,5.427315410784111,0.2203427665660279,-0.0307211780989375,-0.6227657479285164,-0.7874713450449373,T_cells
+5824,1.37637171875,0.527895,3.697820445977671,1.8702911692532933,4.753884534755475,5.236721692174214,0.1362711245534939,-0.0561422511530558,3.548513170771992,Monocytes
+5825,1.37366984375,0.17945150390625,-0.1259654352232367,4.994187423867545,5.667143961983837,0.7861645407177766,0.1348369589967637,-0.3278451871276597,-1.3728896102239996,T_cells
+5826,0.852306953125,0.0772676708984375,4.475963899122344,1.6736313835770715,4.930201899939731,0.3922958032608118,-0.5832257285914347,5.119471188064703,1.706228268097595,B_cells
+5827,1.167547265625,0.18360119140625,1.3591980537670054,4.555581234526772,5.715388001442989,0.8292797119718498,0.1639524633164565,-0.6577207928029781,-0.6994198440318636,T_cells
+5828,1.159675546875,0.154191484375,1.878417035796729,5.285280326545579,5.689502103331504,1.161787037631102,0.303704481587209,0.185159880393099,-0.807127765966122,T_cells
+5829,0.717273828125,0.17087185546875,1.950468117864246,4.565871196799955,5.152276844331343,0.8412839478797517,0.2657138287664939,0.7763578503669577,-0.2919268400037218,T_cells
+5830,0.835280859375,0.13969126953125,1.6235195492219527,4.823208228390451,5.583847329890941,0.3905909068717454,-0.0689681581441338,-0.0713384668163894,0.2208306747173496,T_cells
+5831,1.019258671875,0.104404794921875,4.409519079527909,-0.7020495651416621,5.186002860312215,0.4662538878993636,-0.7311081810563314,5.537903178673342,0.4165836404889101,B_cells
+5832,2.6214453125,0.2826639453125,5.39465212047581,2.3382743756342808,5.854597197857172,1.0980962679239934,-0.4649173055920518,6.929315646797506,2.1646710909172127,B_cells
+5833,1.0468228125,0.134609033203125,-0.2025546536107822,4.167275334892944,5.14284550811242,0.698609669153576,2.522607925155393,-0.7754217749607942,-0.009774653665268,Other cells
+5834,0.788740078125,0.155517099609375,0.2858458673406864,4.490338839723659,5.216505671907448,0.0648928710127729,-0.1542034053310769,0.516076604996404,0.6401844760483127,T_cells
+5835,1.30999203125,0.421134296875,2.584343592943805,1.4422307501620415,4.5763602567504025,4.935809750938875,1.5964350369292384,-0.5289819231719979,2.896230236566123,Monocytes
+5836,0.845629140625,0.150942548828125,0.9741684391484275,4.399694680935553,5.198309220165013,0.3915850785669514,-0.0961006074042553,-0.4393718461390064,-0.8105519694489548,T_cells
+5837,0.6048102734375,0.1755478515625,-0.9032805683094164,4.514999193207719,5.175568121609944,0.0159375889596525,-0.1835203610943234,0.0885875205809429,0.3399406755344998,T_cells
+5838,0.84586046875,0.158145546875,-0.2463894375283056,0.6177696700529057,3.509334890527084,0.2926964226197609,4.007367929800748,0.1443645920339211,0.4235613468810063,Other cells
+5839,0.93962703125,0.1355523828125,0.6226543623855622,4.411307589632425,5.958467697119029,0.8728739209728684,-0.0628507462727207,0.8033391213137338,-0.8463068557329205,T_cells
+5840,1.1008028125,0.40036265625,3.6699327471894665,0.709639327921091,4.652400394047935,5.318522441383624,-0.1631601479310331,-0.12305358518913,4.139671542961539,Monocytes
+5841,0.8877696875,0.18579095703125,-0.6227382430400152,-0.0840399180561367,4.6021679776609705,0.5028497295658299,1.8149668591543773,-0.1430685575717186,0.2908441664948962,Other cells
+5842,1.256667734375,0.188221953125,-0.2058641080083804,4.81032439075002,5.464320079118477,1.7816540597050503,0.9601705589294762,0.0935898212541136,0.6535198300570466,T_cells
+5843,42.954485,15.4609975,12.946668062243972,13.844390741409365,13.710922000235366,-8.83388307167118,-12.358700569084297,-9.640774862488367,-11.085436660737663,Other cells
+5844,0.776882890625,0.110663232421875,3.817870409501805,0.3873754053027132,5.024157925748978,0.4256776909367542,-0.0872070702001979,5.112435087097922,1.2747847713612204,B_cells
+5845,1.04071828125,0.08616955078125,4.6884012510770585,0.8656220474142234,5.17088496702031,-0.2013843566435961,0.4411793377409457,5.267597477139283,1.09769938818578,B_cells
+5846,0.801350234375,0.11202486328125,4.401098641769988,-1.7960405190455444,4.798292795239937,0.3748926718362743,-0.2368249172791867,5.6056322190450025,1.522663667975696,B_cells
+5847,0.868328046875,0.11269517578125,0.8788889704736922,5.483671419678684,5.565984714051554,0.7780322377212094,0.2756667449448527,0.2618616637456946,0.5271953630977606,T_cells
+5848,0.843747421875,0.15917712890625,-0.7057220912952566,4.010837011142168,5.53666917733404,1.1338575062529055,-0.272519602307849,0.4368470572396163,-0.4273495840163168,T_cells
+5849,0.7711240625,0.104354990234375,-0.4443110513599444,5.17246777063725,4.900176223338749,1.136138497782488,-0.0709794354703364,0.4469812967400319,-0.043255874699199,T_cells
+5850,1.300013671875,0.5921,3.984561322061217,-0.1489210165363613,4.788981871078555,5.491307154596424,-0.3415797987622117,-1.2142233332128154,4.208125467917118,Monocytes
+5851,0.92429921875,0.118496943359375,1.1679158491157482,4.870371299403257,5.455117585121235,1.098109132001667,-0.0942133254447823,-0.1228225086100931,-0.1971235301477245,T_cells
+5852,0.9074921875,0.13928080078125,1.2440273434100078,4.7517194924584745,5.761540572317061,0.2339978358133798,0.2589623700453907,-0.2582605273656301,-0.2681657856480175,T_cells
+5853,1.128173828125,0.112440732421875,0.0924260061183979,5.000770570703047,5.445641503776022,0.9259723673715194,-0.1241320916125898,0.1201880273582101,0.2387913322873879,T_cells
+5854,1.37200640625,0.60986078125,3.548195087058703,-0.0779511152256815,4.8995686544202375,5.513449930885857,0.1777418953024564,0.0360142025925343,3.977370396882044,Monocytes
+5855,1.02673125,0.12456095703125,1.1392507561323328,4.454073234102743,5.438193290130713,0.1306784573688559,-0.1667973491604167,0.1959222679511175,-0.2255439519813786,T_cells
+5856,0.841948828125,0.0796638720703125,5.507773052936915,1.9817556659925923,4.97287043699115,-0.2156858366006857,0.492361274418567,5.418455716972932,2.201831618259006,B_cells
+5857,0.9626184375,0.1646404296875,0.4859341755671221,4.880814705875981,5.592223486040353,0.3124030515770346,0.134429761072735,-0.5589095539635668,-1.1100298213182418,T_cells
+5858,1.023888984375,0.124596962890625,0.3384248309305259,0.3978020050088236,4.221226436970428,0.4866478905510965,2.773961783453037,-0.0822476896908958,0.2103454052960025,Other cells
+5859,0.907473125,0.16833525390625,0.2127776780605363,4.236180363752932,5.497027824160056,0.6422647855446372,-0.7653246009352648,0.4431064387528272,0.3154778577493604,T_cells
+5860,1.15573671875,0.0593636865234375,1.5157970791213662,4.0430472690466015,5.170034557936617,1.7625425517463629,-0.1111766450315879,0.3403314154499445,-0.534838855278368,T_cells
+5861,1.133030234375,0.08218369140625,0.3814607892914138,5.1378607944803925,5.656141113033802,0.934418851466166,-0.5418363162205845,0.5704827626454474,0.9403742481543812,T_cells
+5862,0.887113203125,0.10282712890625,5.092541008363162,1.5868459633034526,4.924762607025325,0.3854622641427956,0.0626404988265354,6.024743152454665,-1.2527578662792207,B_cells
+5863,0.6652353125,0.16639873046875,-0.3081926496060206,4.316995253507194,5.208855779588388,0.3305142013723276,-0.3318694378371318,0.4176540949709841,-0.3171818920460564,T_cells
+5864,1.113385859375,0.6220494921875,2.97321261060146,1.1711626692812065,5.0356592611083,5.1836928622998455,1.146583006998456,0.1031108392970291,3.862050714308418,Monocytes
+5865,1.33956640625,0.0816856103515625,1.371617123879555,4.475142620859684,4.951395609850988,0.276637999256109,0.6186046789279487,1.3216197169579895,-0.6136548134069848,T_cells
+5866,0.91579765625,0.124427724609375,-0.8736933427624891,5.2480984145195855,5.2462513305346485,0.5928395132797117,0.2167905338605601,0.0424276749784829,-0.3666589803835193,T_cells
+5867,0.929516171875,0.138138212890625,-1.2285536755057131,4.6418578598731735,5.574553706098329,0.2780172134292638,0.2244754792876118,0.3761037781333446,-0.7699556328608554,T_cells
+5868,0.85754109375,0.12650828125,3.189453538706093,3.624729498272953,4.976580638152994,0.2470201764375013,-0.2535481731441771,0.0300239818696969,-0.3030236367172642,T_cells
+5869,0.946190390625,0.115881708984375,0.6402053913011743,4.686826909100238,5.362724369393621,0.4721863440932694,-0.360830144766731,-0.0068619360445692,1.029621226157849,T_cells
+5870,1.023298125,0.120225234375,0.0718822898000701,4.171279984638524,5.518397433275012,-0.0920950711302039,-0.0115949886513065,0.6757826740181438,-1.6277610919848904,T_cells
+5871,0.975944140625,0.19160953125,-0.2507294407991391,5.1534365583854616,5.016071987036619,0.5322601330792615,2.832500082988408,0.7939552500330522,1.6069833043655,Other cells
+5872,1.4142396875,0.10919599609375,0.8626506155898755,4.528011437127412,5.455930849059833,1.0853384841971012,0.4353497100467108,0.3061465572965259,0.0471957140067605,T_cells
+5873,0.89031234375,0.0686142333984375,0.4698824250157205,5.109523666043142,5.103271511035068,0.3480275987768093,-0.3042255347696363,0.0866594455731053,-1.3002535639855446,T_cells
+5874,0.88265515625,0.123585791015625,0.5292358871383861,3.873056501486667,4.989647200117118,0.6810571448103037,-0.118696519244756,0.17361440170959,-0.2870366353160267,T_cells
+5875,1.50434734375,0.18291466796875,5.493707125248457,2.90384959096788,5.349963385247152,1.000412678277888,0.0727902028067559,6.6307877052195545,-2.475825392656444,B_cells
+5876,0.873242421875,0.13004826171875,1.0909281826699506,5.154523255570991,5.301246624008103,0.6333755586593034,-0.2174107312197461,-0.1921205433177731,-1.2946347588028222,T_cells
+5877,0.788905078125,0.153972451171875,0.7570456287067666,5.33741802622469,5.462643134808523,0.8350761031952704,0.5320868899374933,-0.0600971244460508,0.2638474179544328,T_cells
+5878,0.872589453125,0.06538689453125,0.8213735370654405,4.32375508410983,4.972595327527101,-0.1732383031086289,-0.0282121080997625,-0.42173679965839,-0.3335772303495041,T_cells
+5879,1.3695171875,0.094871005859375,2.039264088389922,4.604286935299148,5.334612629446558,1.999789714300093,0.2402658399977083,-0.0406914773478311,0.8347918390049592,T_cells
+5880,0.947878984375,0.1099053125,0.9782183313064294,4.456413221081231,5.222542251624485,0.4298686116551469,0.0560988654039517,-0.0189631192473307,0.3162780800924027,T_cells
+5881,0.95557515625,0.123903837890625,0.2236457512355758,5.112147926260932,5.791153794113841,0.6607514579448559,0.1184192443834765,0.2087749881220019,0.7474384923989567,T_cells
+5882,0.83656609375,0.1953383984375,0.2377455081137948,1.0246646753537547,4.713298210679939,0.3986353927341629,3.825472094415338,1.098795387733604,-0.6613150859398994,Other cells
+5883,0.970120703125,0.17708951171875,0.611081254859323,5.8827678858690415,5.631967822268035,0.3673158014373287,-0.1767475967980915,0.5918140050886027,-0.8356607104533493,T_cells
+5884,0.597917265625,0.08612455078125,1.238635117969356,4.864098321527122,5.1415801219376975,1.543797644272738,0.1193697480248046,-0.0755358293568106,0.6684848376053029,T_cells
+5885,0.709085078125,0.154508935546875,0.9894064450208886,3.931152099663785,5.223616521032116,0.3140641515980881,-0.3556160743498493,0.984086561571064,-0.0974567126348499,T_cells
+5886,0.699589609375,0.095439306640625,4.318132086625574,-0.0259971293109243,5.126725679778425,-0.328972627773578,0.1500213419217493,5.654310220266004,0.5916667584166337,B_cells
+5887,0.823928359375,0.100584560546875,0.7796449422861239,4.068195797560407,4.896921497265852,0.8935717920659461,-0.3049741242117996,0.0269906873220587,0.414706816188846,T_cells
+5888,1.14152125,0.104175556640625,1.2918276003990987,5.058429108668973,5.548253218447811,0.1794913292144946,-0.1030667739558839,-0.3333227012361063,1.2399876992796708,T_cells
+5889,1.23755046875,0.4628197265625,4.104681045719737,2.530143765476683,5.156745511263951,5.486960808769775,-0.6942264240089345,-0.1433618273673227,4.153070738513283,Monocytes
+5890,1.5768565625,0.23706814453125,4.612262618465758,2.1946771285339053,5.751753166989816,1.3363087619748926,0.0086127729780751,6.225096539782455,3.18353865376092,B_cells
+5891,0.665076953125,0.10852388671875,5.714640225800516,0.3078385414000182,5.037074259934686,0.3134190281484074,-0.3663289798452647,5.715844784362805,2.543813063057478,B_cells
+5892,0.992460703125,0.076513349609375,-0.6912538048858865,5.00149535804484,5.346014939729892,1.202608595745347,-0.032394785271487,0.2058480236994259,-0.4471992529804094,T_cells
+5893,0.793917890625,0.16495546875,4.458109864317023,1.8990200805120303,5.19272746746184,1.6713619234024144,0.3337466062828753,5.827881925122259,1.2753149435861924,B_cells
+5894,1.129295625,0.13721166015625,1.4543374867480956,4.741854119513127,5.4255657885214,0.7915040366051993,0.4864277604613394,0.1245409327238281,-1.2438031359393744,T_cells
+5895,1.5714028125,0.5286904296875,3.757743177956912,0.8018483341448479,4.933744479547801,5.239958720699734,-0.4094910774610124,-0.0969096227832472,3.7850225545485023,Monocytes
+5896,0.74399265625,0.1062176953125,4.831331484826072,-0.9777575409047188,4.937982766439126,0.7097813212939054,0.1738432434983965,5.691731561264833,-0.6568058268488937,B_cells
+5897,1.043394296875,0.106742783203125,1.8827316653631607,4.613465977542694,5.433121496741691,0.7222774753182444,-0.220748430880087,0.0514316116728522,-0.4130517800251774,T_cells
+5898,0.57360109375,0.234754296875,1.948529284205805,4.939217523792907,5.486199449564685,1.84065173384194,0.8590042586112151,0.3556667333467942,0.0258045612778953,T_cells
+5899,0.9967790625,0.4050220703125,3.6487881784849705,0.98796615643074,4.907899324994719,5.406898238681605,0.0140383682788971,-0.1721660170554557,3.355805201848054,Monocytes
+5900,1.104395078125,0.144586884765625,-0.1465589664269056,4.090471121504987,5.175023959915543,0.3606266782628942,3.899380965558967,0.0213833977212934,1.0879305912510215,Other cells
+5901,1.487386875,0.20390666015625,4.664200227554799,2.287496230377472,4.48550984158961,2.1379912342023624,1.3622008477037455,0.0674445057722824,3.2991845991009114,Monocytes
+5902,0.91846703125,0.068836865234375,3.889830811663427,0.2269230824270658,5.179122177546922,0.1511024817237866,0.0879641514148079,5.783870072685815,2.0941162037195444,B_cells
+5903,1.39844046875,0.3162494921875,3.794642292362029,0.8159601100408335,4.514810171840984,4.06619506486898,-0.2897402092326931,0.6216626484642163,2.2733836487453107,Monocytes
+5904,0.964070390625,0.102252236328125,0.2795107061177249,4.717733285125411,5.749592012705174,0.6718432135247774,0.0519005359249603,0.2688422329544243,-1.4814331995829717,T_cells
+5905,1.15379375,0.087068505859375,5.058158689743099,0.2642278828048398,5.036444584512358,0.6766195272596176,0.1325495428756218,4.915490303201327,0.8163979523319884,B_cells
+5906,1.34855453125,0.14714931640625,1.2074808129320522,0.8081316520499168,4.697351395832493,0.4776946999472797,3.7200868340147593,0.847037801102971,-0.6762300087030644,Other cells
+5907,0.805240078125,0.08754798828125,4.893123201955658,2.1655615793848537,5.005445273054734,0.8211389615132898,-0.7854549073690633,5.442237184461657,0.9666587950300528,B_cells
+5908,0.7785859375,0.12761845703125,0.8750226868609379,4.5584471623889975,5.593218261276258,0.539511477246557,-0.1503996899418821,0.0527365651610067,-0.3990030621126902,T_cells
+5909,0.5521855078125,0.11037458984375,1.025380678308914,4.041348257416944,5.096006090241029,1.2193406956518686,0.3191427431662508,-0.4016132260175584,-0.8813127982232729,T_cells
+5910,0.96658515625,0.098900673828125,1.4190297050313252,5.140409562871723,5.365137630679408,0.5595447341873372,-0.3218270754140737,0.2792301889785607,0.9492197987190344,T_cells
+5911,1.4280453125,0.628699140625,2.499815788198684,-0.2138231753467843,4.561500442007007,5.087602697330555,1.151916708831114,0.6542038167465111,3.921382451426296,Monocytes
+5912,0.659381953125,0.16499568359375,-0.2786935401280792,4.106928981562042,5.323105181167494,2.048931683247333,0.0786761625666509,-0.6708392262790368,-0.0522432277002897,T_cells
+5913,1.48282390625,0.2274419921875,5.092468169724818,1.2519959643489107,5.789330522398515,1.2429090731565815,-0.158815701187584,6.135121855654714,-1.4915539198509438,B_cells
+5914,0.677606171875,0.302981171875,4.402574163164554,2.2799673485529017,4.438474525235296,3.660288051940288,-0.5813661792608223,-0.2071994915336944,3.8662900033436207,Monocytes
+5915,0.8579834375,0.068123349609375,0.3633760751312392,5.126592960618749,5.158189855805269,0.1553714929536666,-0.093234835715672,0.6776568760034053,-0.0226070682223702,T_cells
+5916,0.9056,0.079257001953125,0.4446550649196811,4.766098809481538,4.603915633620549,0.3515097337060091,0.1729403820762523,-0.0612088119651719,0.6184122706082859,T_cells
+5917,0.853161171875,0.0827987890625,4.86957236527802,0.747432259566629,5.21066513655372,1.174350407062681,0.3316707394328295,5.063847641121693,1.2729800141320369,B_cells
+5918,0.809296015625,0.127626865234375,0.5149158130250046,4.714441842475179,5.65884818869865,0.6207214466839804,-0.0690984730889079,0.4008450443954429,0.1261693731777177,T_cells
+5919,0.845833515625,0.09308271484375,4.161818386397664,0.7726104549995602,5.238722706810605,0.2601945097593957,0.3558772721277785,5.57086866939299,2.040175206422873,B_cells
+5920,0.5619808203125,0.24635048828125,1.4007568523004463,-0.7172670111300626,4.336701794670927,0.814976199619656,4.970835881544697,-1.449804373614646,-0.1065404624788039,Other cells
+5921,0.858725546875,0.19964150390625,0.5234031454864725,4.411862676004278,5.335491051605972,1.3737390873089996,0.1618524495800776,0.3806544873208112,0.700269501661861,T_cells
+5922,0.813176328125,0.08560845703125,5.294804983578832,1.01307179133545,5.048681018856395,0.6996648186028334,-0.7215186068549182,5.66124480444931,-0.4358817244413476,B_cells
+5923,0.92567125,0.1184015234375,0.6114750838505348,4.328372392284779,5.446734486676972,0.6538885547449149,0.0502029023562995,0.4715726425048011,-1.2956545713780545,T_cells
+5924,1.1153134375,0.1291403125,0.3543912020365571,4.588749216943636,5.580433744826147,0.6180851044929431,0.3545975135490081,0.012553489726631,-0.6799704708091986,T_cells
+5925,1.076506328125,0.26287697265625,4.750668880624119,-1.5740322644770637,5.454236020846769,4.025125694715146,-0.4655375979362101,-0.6913602080443655,4.820192490097364,Monocytes
+5926,0.81393109375,0.163676669921875,1.4519599150906233,5.133785261248268,5.490725839270905,0.3824305652875827,0.1242427482937036,0.6712852094954601,1.6157604515540498,T_cells
+5927,0.707656953125,0.10887494140625,0.902173135239526,5.041170352808566,5.153691238062229,1.3999804571768035,-0.1502995973635823,0.929961627799662,-0.1710040043430633,T_cells
+5928,1.075071953125,0.12519345703125,0.7401985791273935,4.8489119051078,5.606669615702737,0.4996633652205651,-0.1261435222566702,0.4441056618652419,0.9034234838807028,T_cells
+5929,1.050618671875,0.113982998046875,1.4453667919676647,4.508388665321464,5.501351806378684,0.9694798243024244,-0.1863085872929821,0.7602619912262161,-0.0300286965415043,T_cells
+5930,0.896031796875,0.150047197265625,-0.6514332044890384,4.911941728506847,5.818357216603862,0.3707014780106002,-0.0101606578817989,0.279262436398736,0.651358671774367,T_cells
+5931,1.23227625,0.162300634765625,1.535863764366753,4.927811926209503,5.505080563220793,1.5936137983093452,-0.3707005672502969,0.4086104380929027,0.8001093113687555,T_cells
+5932,0.910799765625,0.10549517578125,-0.065095139296789,4.81742880357285,5.333789232300708,0.3700449930958275,0.2175571709231271,0.5780653563730622,0.0498142623457034,T_cells
+5933,1.131220859375,0.15057708984375,1.1759176421994075,4.563045633135123,5.220002495819434,0.2316958974469632,-0.4915524401822817,0.7791753189898063,1.1204510141630657,T_cells
+5934,0.864355,0.110917080078125,0.3720146845157829,4.970328292747745,5.328159497068524,0.6390013201549523,-0.3876624127484239,0.1770028930560168,-0.6816368621515551,T_cells
+5935,0.876285234375,0.12991205078125,-0.5660810262549021,4.484581492128011,5.55179627756811,0.3481189394846845,0.1195388301161564,0.8147605569886148,-0.2318683728846603,T_cells
+5936,0.743261875,0.091716884765625,-0.5917788620199884,5.865115972407375,5.1661667687467485,1.0016900366671968,-0.2993120138190374,-0.1770785760022877,0.9669361058214174,T_cells
+5937,1.187685,0.112534951171875,-0.3228588259588788,4.550802557347968,5.543345473449663,1.1794624442144397,0.3210511646122907,0.0758671447672734,-0.6953634159445807,T_cells
+5938,0.9876640625,0.12473498046875,1.398294239817613,4.215206160810574,5.324276619157574,0.6392678104985786,0.0306723682026316,0.144454832382838,0.9195272358647744,T_cells
+5939,1.039879765625,0.131516103515625,1.560718967604623,4.349028942186812,5.349756946582876,0.0165529930045895,0.1259688662091782,-0.6380914290006264,-0.5131963982426342,T_cells
+5940,0.24185287109375,0.124671376953125,4.250059865623825,0.7533224130948859,5.178412074675314,1.026543932946513,-0.1514059191567098,5.869594346982794,-0.1411486614448845,B_cells
+5941,1.07578484375,0.08887720703125,-1.014987864757293,5.223340944420472,5.413671969238927,1.632249939721962,0.1013343531482135,-0.678040502016708,-0.9335585158826628,T_cells
+5942,0.73604859375,0.17857474609375,-0.1104067303518862,0.4871095766290029,4.804943692995045,1.488787751477043,4.021952084577321,-0.0558499131923668,1.3592437209591304,Other cells
+5943,0.7735678125,0.102191025390625,4.056649231493525,4.971528842632488,5.456218348150394,0.5215377170638953,0.1215367277037136,0.3182480795784956,0.2841176919544161,T_cells
+5944,0.78266984375,0.110447802734375,-0.1314389119117358,5.381499157368502,5.3766443475673045,0.233230230032532,-0.4424558688236695,0.0542526915571069,-0.1334257890747733,T_cells
+5945,1.008499453125,0.085224404296875,0.7422770902190365,4.553638053425234,5.169390988557344,1.2747348456442515,-0.2325616753811571,0.3824568983727971,-0.406172520423904,T_cells
+5946,1.059127421875,0.152549013671875,0.4356238255972011,4.743865443261003,5.4860713456716805,0.416199216346361,0.1224291865511107,0.055464244966929,-1.171443977146814,T_cells
+5947,0.97165171875,0.0848925390625,4.216854979580537,1.42176679078342,4.604403249823469,0.1312471898756884,-0.3699245140195268,5.475097090144965,1.2666233755025698,B_cells
+5948,1.028678125,0.100337919921875,1.1175970758977118,5.133715938359091,5.28116169813121,0.3101205697523861,0.0585197341941241,-0.1094711500046129,-0.6938236628912513,T_cells
+5949,1.22126,0.0704889453125,1.2742092418496132,4.860560642126673,5.872214180947597,1.4217052594957509,0.3110744887670984,-0.028794711275761,-0.4825748474664951,T_cells
+5950,0.833597734375,0.0686886474609375,-1.6585527050027828,6.042352609379549,5.107972132289379,1.2258189001786497,-0.1849118817144817,0.8658996418796506,0.4958065006288416,T_cells
+5951,1.008362578125,0.095783759765625,0.3890570982812564,4.705942327938627,5.425500857551052,0.3420317618057532,-0.1455528684762359,-0.2499964338982158,-0.2296647426474957,T_cells
+5952,1.073930390625,0.17611853515625,-1.0702179226047477,4.602126114105861,5.2696267262675525,1.0074175251556357,3.709089743576053,1.0520815140509514,0.1242415789203965,Other cells
+5953,0.65685578125,0.126403857421875,1.9574924821711115,4.925882605998103,5.610193904961203,0.7663026660032707,0.4551131765225763,1.0504994914408314,-0.5716988102210654,T_cells
+5954,0.813858671875,0.144519072265625,1.7911696846915317,4.933718285488476,5.45742875929712,0.9487352352883626,-0.4666714285287038,0.6019560163114923,-0.4812157032075663,T_cells
+5955,1.036123203125,0.12539509765625,1.5314673380906914,4.81316046524886,5.591307041393649,1.0463239754800613,0.5299449244655143,-0.2583535534082443,0.5555437687349689,T_cells
+5956,1.201497578125,0.100184287109375,1.7148486135764067,4.45711056541562,5.306456728180208,0.4581672239705995,-0.1626188590521666,-0.5960396766548938,0.7558847055780057,T_cells
+5957,1.72814671875,0.21969638671875,4.939879610294723,2.2802840952487204,5.83497523889449,0.2437779964266875,0.4764669315317309,6.366007454235403,1.7872996119104905,B_cells
+5958,1.172399375,0.120476064453125,-0.4563016972423984,4.718198894809932,5.551475648366397,0.4396720751896624,0.13314017320747,-0.605663011702853,0.1966939486344028,T_cells
+5959,0.962479140625,0.08489734375,4.573706584162426,2.0997890856398933,4.289200140061435,0.5876811279485963,-0.4782210161387578,5.896566715870499,0.3726370523323276,B_cells
+5960,1.3264921875,0.353498515625,4.487964339148918,1.3852698593148731,5.391469096001375,3.338745409083322,-0.285091392142087,0.3305458947382923,4.549250348585795,Monocytes
+5961,0.83450328125,0.0753335498046875,0.58974801207855,4.359887700982321,4.963649527398125,0.3833732328313691,0.0729168984078983,0.0191465134402443,-0.4754612586281543,T_cells
+5962,0.867817265625,0.18050828125,-0.5748962806881294,5.167352249134527,5.427390105777869,0.7559046591457927,0.2019441028137021,1.003168506098982,-1.7897970332007318,T_cells
+5963,0.72711203125,0.20596357421875,1.2015025598480276,4.734252207322817,5.452006363322626,0.1639824849005316,2.874156379690854,-1.0276956405955315,0.0058987056119004,Other cells
+5964,0.87517328125,0.123974052734375,-0.7338591069398919,4.798970037449739,5.391674914940496,0.8624977632684965,-0.4744509612000889,0.1056333512366824,-0.5968451284120149,T_cells
+5965,0.897083671875,0.065826767578125,1.177380580967183,4.833444330483026,4.788407022338965,0.2805232621345514,0.1427743408255093,-0.1093548113060802,-1.1378759296413257,T_cells
+5966,1.19351453125,0.4041587109375,3.828910566342752,1.6594695958528776,4.853098753247847,4.778015689395069,-0.4559383062171033,0.0751464376585226,2.4024612688055025,Monocytes
+5967,1.107443828125,0.0606755126953125,-0.1107429570971875,4.811592016421982,5.3926852952493975,0.8494111957300506,0.1439469948722588,-0.3578897364037815,-0.4455526166219594,T_cells
+5968,1.3431609375,0.3532904296875,3.059065319063356,0.0311430172063818,4.809882109184498,5.303815506686734,1.0884231175073062,-0.266006950102394,3.443415185557613,Monocytes
+5969,0.850646640625,0.093397763671875,4.611121342773592,0.3064596204398631,4.807274338649979,0.650959140546646,0.2310565366280103,5.377034904763861,-0.9297434706361456,B_cells
+5970,0.870771640625,0.181379609375,1.290860805206005,4.879189840421286,5.462261874072637,0.6874241919354708,0.0881018471976947,0.2693686460778712,0.1796380081426833,T_cells
+5971,0.7737675,0.10610607421875,4.928463882447511,1.7836136776031517,4.910106875660753,0.4554311978984208,-0.2056573201705246,5.733385459923217,2.2491184540640514,B_cells
+5972,1.104040390625,0.14680005859375,1.153838245692426,3.740693936038024,5.170388722465232,0.5349094460516857,-0.3596207252949597,0.2689835133367646,-0.4703220863067113,T_cells
+5973,0.697976484375,0.18573033203125,0.6132395135220918,-0.6172598513948057,5.340798285734241,0.3707261883336867,4.307160800642951,-0.1014631050410449,-0.1462622030129069,Other cells
+5974,1.09845640625,0.090773525390625,0.4010752657744657,4.158973141047323,4.797593079943231,0.5896975875575349,0.5134522963186181,0.4922175777042151,-0.6277434710462185,T_cells
+5975,1.16504671875,0.1447369140625,-0.2090268921136928,5.047136811272559,5.337372488743485,0.8997528065849631,-0.1826881480226773,0.5302013705712091,1.3254721771338476,T_cells
+5976,0.5276842578125,0.149111640625,4.339580120398131,1.0682272720245396,4.98087428451981,1.1419932403482145,0.3564001953163913,6.047507020422794,1.1824166367604063,B_cells
+5977,0.924336484375,0.0743949951171875,5.614921470799318,0.4650880811385944,4.846377234157552,-0.4762512688223386,-0.7262432047905943,5.899478377607271,0.688513735422883,B_cells
+5978,1.9255940625,0.3429294140625,4.600077478688797,4.578422637399258,6.171038802246249,1.3739709786492134,0.4015519363769363,4.606300037565793,0.2892364257280315,T_cells
+5979,0.77281671875,0.113634931640625,0.951447371258264,4.048609766801395,4.809184278328471,0.3355342757125946,0.0900488748524993,0.2376786554185747,-0.1962744741370386,T_cells
+5980,1.000103203125,0.14267556640625,1.2937455520856886,5.0656821415025695,5.235768905533538,0.7097932268115128,0.0780002576989387,-0.0995440563031305,0.0881251783757021,T_cells
+5981,0.95634328125,0.091635869140625,4.787585097087439,1.6980515219368215,4.723361191342201,0.7712123212212545,0.6541343456781502,5.935098536191417,-0.8446677120159294,B_cells
+5982,0.8734696875,0.08207267578125,4.300987496048296,2.122712326656373,4.946612109842032,-0.1138520217359178,-0.2311519989406126,5.663650189242949,0.8037472915629061,B_cells
+5983,0.593498984375,0.17311625,1.348772114387408,4.632641649627489,5.395599347910872,0.9499900087069068,-0.2514242657923641,-0.0726886250575457,-0.8741619164282844,T_cells
+5984,0.845915078125,0.094722783203125,0.7076776146548797,5.006095744392879,5.036609611394521,0.4852463469969985,-0.0830836937743198,0.8514741445480909,-0.7989571275912952,T_cells
+5985,1.40368390625,0.5276644921875,3.3507023624956784,1.3544858670400155,4.498920131120917,5.292103263943036,-0.5624699344116798,0.3078353041712213,2.7970402844016427,Monocytes
+5986,0.734690234375,0.12582236328125,5.774073323206799,2.0142653659045204,5.301897990892734,-0.0951836172384382,-0.2808383790183178,5.161615381281068,1.7192082258935246,B_cells
+5987,1.182697890625,0.094482138671875,1.8040200550112675,4.509161773821982,5.17040001324482,0.9015131511992256,0.3165462485451512,-0.4888858157826018,-0.8822042387363551,T_cells
+5988,0.728805390625,0.1234645703125,1.0860826557618442,4.296965596838628,5.383828809090042,1.1204404467528026,-0.1019274311608191,0.2887541683969944,-1.0694303469903983,T_cells
+5989,0.997072890625,0.1315155078125,1.0777791743702956,5.158003786321578,5.760382452083318,0.536465717897525,0.132151310116277,0.3955163276367075,-0.4205916915835932,T_cells
+5990,0.867338203125,0.10964486328125,0.9874701997480426,5.2237885210059405,5.124357292390993,0.2536953319849045,0.1987800486244345,-0.5700350011746151,0.70428254640794,T_cells
+5991,0.799527421875,0.156027197265625,0.3104058669676261,0.5324769341362872,4.722377487786168,0.3723863688161722,3.9521674504706,0.6546605933026973,0.3201090204117478,Other cells
+5992,0.5462489453125,0.09456255859375,0.2383482740317096,4.635008712662615,4.845916513728692,1.4703643446364365,0.1320432778968674,0.743598557323581,0.0388738590687948,T_cells
+5993,0.7476990625,0.0989894921875,2.949957310734917,4.301295924561015,5.317289905804934,0.5085314268433853,0.3201327228149818,0.0834655649076316,0.3995495054898041,T_cells
+5994,0.70083078125,0.1554576953125,6.043019092543033,0.9055374431814488,5.1537933501258495,1.6703408518911265,-0.627638663987367,5.28469766645126,1.701579013725353,B_cells
+5995,0.5443191015625,0.125483310546875,4.744019679878823,2.144218503024479,5.08087717919257,0.0638039739134945,-0.137748831144216,5.676902821661716,1.4279330193513222,B_cells
+5996,0.968225,0.12431490234375,1.7296368865311331,4.633881942493649,5.324582103154877,0.043822192168674,0.0449174667721253,-0.4273679907970559,-1.2105154538886689,T_cells
+5997,0.89811375,0.13423576171875,-0.3849477644752566,4.899065221399728,5.719398278860679,1.10778001500407,0.0887278058828914,0.2392242519161249,-0.7806695940507616,T_cells
+5998,0.87441421875,0.086086748046875,4.684905004681706,1.8271622637385423,4.850834257709492,0.3933394015637393,0.4933672522554094,5.572662461084814,1.6916644613328693,B_cells
+5999,0.980319609375,0.55562296875,3.058447387882264,1.8742404859062376,4.492184093496695,5.125342042740846,0.2416265855613326,0.3424004280564123,2.6060342891544512,Monocytes
+6000,0.9288603125,0.0802915771484375,3.750519525729936,0.1819001380239187,4.70494374683318,-0.1025606774285477,0.2616383123402063,5.299047247339453,0.3493017667505247,B_cells
+6001,0.783212421875,0.0764755419921875,4.507065688337764,-0.2663952336935107,5.11285549455202,0.5521034413280251,0.3507774611928005,5.725160039514816,-0.1689718934083351,B_cells
+6002,1.08608625,0.16153611328125,-0.600788710895277,4.624651695202281,5.41302612247333,1.3336280920188306,0.61920557285299,0.5082102123561615,0.2090962740537264,T_cells
+6003,0.85534546875,0.1439687890625,1.3909156822291708,4.5089889351646,5.423318466995896,0.4709366012754694,-0.0787504427422083,-0.1765384125077838,0.1130682522609793,T_cells
+6004,0.9256453125,0.10822142578125,4.298744406007676,0.4715027118771303,4.903752409653337,0.450970202362658,0.4260565427291081,5.416789376801559,0.8380161526523945,B_cells
+6005,0.9988340625,0.141406953125,0.9030984828655086,4.054691932397304,5.248247173778997,0.6836937019136096,0.2415042961335197,-0.4269092646220153,1.169898874573778,T_cells
+6006,0.9553828125,0.0778761767578125,0.5541316886014366,5.070464988405032,5.550179044949394,0.8396028169234868,-0.1208546980684571,0.2566847640161205,-1.1171099949135743,T_cells
+6007,0.891414921875,0.1345544140625,4.633397648544757,1.6341125838116002,5.568171526088396,0.8109923372675604,-0.3792916468869882,5.96315949251298,-0.949707319552501,B_cells
+6008,0.938528046875,0.1178818359375,1.231288306738758,4.173139461756118,4.915505405802927,1.118986928555762,1.3563386636546495,-0.3908743780570687,1.188133697393519,T_cells
+6009,0.943350546875,0.109181591796875,-1.1576710817392657,5.385701060698463,4.949540451024422,0.4354011978272027,-0.0802042460840226,0.0326124537098639,0.8037919715336944,T_cells
+6010,0.734284140625,0.175904296875,0.2898760046998624,4.256441841472985,5.544751348528721,0.3128245411011985,0.3078772565135584,0.0060349248658773,-0.972648237461205,T_cells
+6011,0.54817578125,0.19329962890625,-0.9319304110838856,0.14669794709738,3.747802071259323,1.0809789922210542,5.926532339881958,-2.6394518624533734,1.206850478565942,Other cells
+6012,0.770689375,0.1626691015625,-0.2339492953585758,0.3642629446320845,4.797384782449104,0.1960642740121697,3.59865952427848,-0.2255270379714541,-0.2394503762329861,Other cells
+6013,0.97823546875,0.1325926953125,0.5592185699934027,4.945863888795076,5.11001070845728,0.780880554133837,-0.5128702655388855,0.790485655924209,1.1348770516774866,T_cells
+6014,0.878009609375,0.136306103515625,0.0775515273417425,5.040208885372523,5.493102142309688,0.5768647867100184,0.4147861557584834,0.1993290567222057,-0.0913830900816643,T_cells
+6015,1.3405978125,0.5272005078125,3.438926512312626,1.5062019573815697,4.799791149914494,5.159265965009767,0.7012849133842707,0.5840190776069532,3.914660073515563,Monocytes
+6016,1.04498296875,0.084424462890625,1.1955602874476223,4.298685294786095,5.434488854210989,0.4714991480176183,-0.0626261148659154,-0.3316816399075417,-0.0878197705551318,T_cells
+6017,0.781848203125,0.13471705078125,1.807639737902344,4.4531852933154905,5.168349785572377,0.6613224948916703,3.860537115502883,-1.4796417912431237,-0.7296262030668536,Other cells
+6018,0.72954265625,0.118959609375,0.4543090462794557,5.332861079104592,5.565731254406243,0.2862457169277066,0.1320761861276373,0.5344809901111857,-0.9479359568904566,T_cells
+6019,1.000280390625,0.15880806640625,0.5491529691272997,5.374882593289085,5.563042863619902,0.2850286843381111,-0.1917492817400715,-0.1213275921232637,0.2844012908921541,T_cells
+6020,0.881760703125,0.101170849609375,4.204868461173777,4.718140421988652,5.518390396027352,1.0897534863930023,0.3021651656711059,-1.123517121364924,0.7172848143161761,T_cells
+6021,0.84650015625,0.113346279296875,1.1762365101889871,5.208387125768835,5.337020733440304,0.5041973097694141,-0.5711417187017837,0.2593126727044602,0.5316996130128022,T_cells
+6022,0.9212996875,0.16045052734375,0.5593890004326639,4.15254267510589,4.6240597191274135,1.2334262211997045,-0.1931238890234434,-0.1385211375349001,1.3032687886670382,T_cells
+6023,1.036107265625,0.1084092578125,0.2889621442579861,5.2498572608317975,5.411744940475134,0.5901538053119589,0.135251953612277,-0.1497761390270872,-0.3649035547476912,T_cells
+6024,1.2216965625,0.358583203125,2.397315338975821,1.6717314530102163,4.678725041263598,5.017678610072616,0.1440343528319429,0.0213986333729435,3.492949264978901,Monocytes
+6025,1.36501921875,0.26017525390625,5.589090077586583,1.9573960631805964,5.770477827236457,4.48225945347276,0.1607085652095707,-1.8389608177437893,5.0708718918882205,Monocytes
+6026,0.939888984375,0.134272978515625,1.740263510101324,4.67126396075823,5.606883032369344,0.3165969354558243,0.0475255621509802,0.1819083960462539,-0.1290700373036573,T_cells
+6027,0.696424609375,0.113408701171875,1.5228673110788598,3.81994549377082,5.166152542672726,0.6442403328217707,-0.027721112110324,-0.0434354563433986,-0.4782865148532876,T_cells
+6028,0.977928515625,0.28773689453125,4.427047905375682,0.6884081389362774,4.563428620267878,4.292777409053336,0.0659961050471593,-0.1367267347558207,3.3240361784655623,Monocytes
+6029,0.8791615625,0.082501142578125,4.548659675693944,1.3142618365579364,4.618094465259382,-0.045937246754247,0.2974142816711125,6.108370048509465,1.329187045682431,B_cells
+6030,2.10213359375,0.24672671875,1.9594053552907404,5.708745106406576,6.186692767230895,0.7184671925953905,-0.4364313482517036,0.7015713118566096,-1.020819418466182,T_cells
+6031,0.89132796875,0.0937608203125,-1.1739972781125283,4.161308622001166,5.328444699462086,-0.5724561696103975,-0.3058309253378073,0.5461157759175954,0.8327573825344848,T_cells
+6032,1.124090625,0.09682373046875,1.4484071871281157,4.3320820863741645,5.040504774606459,1.1665912276727586,0.2006021522710147,-0.0912890628632901,-0.2903939827186229,T_cells
+6033,0.831114921875,0.142119287109375,-0.954838079769982,4.923467761782666,5.786831297889429,0.9824744239286782,-0.756992451724221,0.4906238209040866,-1.1533945545977298,T_cells
+6034,1.14103078125,0.16172693359375,-0.2022951425766162,4.351024469220252,4.937997098467389,0.6033403672401761,-0.0720071243939791,0.8186199390410517,0.2328521019578044,T_cells
+6035,1.3924809375,0.208169375,1.21554096916298,4.953973283092172,5.206630229092319,2.8712752632117,0.9790810036256206,0.6369952198747889,-0.5705822010574961,T_cells
+6036,1.04062390625,0.13191158203125,0.23223995280862,6.090261010021994,5.759445517289,1.2476248771330094,0.3309630065715503,0.7703893333719349,1.2812690025874822,T_cells
+6037,1.081813984375,0.10536435546875,0.7259893771567553,4.785698790136623,5.435368623331697,0.5954211856929936,-0.3986602800037269,0.0106283337891612,0.7758762947304758,T_cells
+6038,1.205671953125,0.2719230078125,4.57677378493548,-1.194131099914721,5.109939975011545,4.795827259116397,0.2686376736821511,-0.0485090170294471,2.378388663693781,Monocytes
+6039,1.019509140625,0.3860971875,3.733558808387442,-0.1171998515935242,4.884737104056199,5.240675660514431,0.1421322543512691,0.0320834537751827,3.758599363130275,Monocytes
+6040,0.858398671875,0.1401089453125,0.8104529622243484,4.687351539464558,5.357271925427033,0.74195062850684,0.7376453694694365,0.6381104431850333,-0.584705797344978,T_cells
+6041,1.26057375,0.116966083984375,1.8912443474090737,4.387412950338242,5.136967606132423,0.3944770733119503,0.004323210936717,0.1601025640396468,0.2856359593305753,T_cells
+6042,1.16570609375,0.134106748046875,-0.0309953797659944,4.477972532725119,5.21975275661321,0.4848019138751135,3.0593654502937326,0.4721860402549011,1.0693383666481178,Other cells
+6043,0.848711015625,0.0778809765625,5.243388837251942,2.3181185110059257,4.447901460425586,0.2945643590413822,-0.0373682695686838,5.893723851213049,-0.5976989862671087,B_cells
+6044,1.031119140625,0.105189130859375,2.0751183340084527,4.374971966942581,5.595617398406749,0.7011115685467034,-0.481950700419589,0.1248289918101684,0.602680084056414,T_cells
+6045,0.837662421875,0.092675244140625,5.267635255363404,1.1807002915448157,4.857506572812872,0.4837780589105879,-0.0873999148766114,5.627962080318114,0.3617373227852983,B_cells
+6046,1.51804265625,0.81590265625,2.246644194389751,1.647991355896686,3.791085181420514,4.996200857171596,-0.274658890063716,0.2823268780723419,3.8601892979765946,Monocytes
+6047,1.03140265625,0.106018466796875,5.593455544443353,2.139583605847129,4.821555576207882,0.3498778902700041,-0.1414182559854929,5.258446280657133,0.3628915837716715,B_cells
+6048,0.787521484375,0.093163720703125,5.09207086223966,-1.1854210434174977,5.226931182031084,0.4720921772220482,-0.4558501356233464,5.641261321959855,-0.0755918571771059,B_cells
+6049,0.777005390625,0.0633255517578125,0.9214070049468538,4.476464286376258,5.119869824881444,0.9766873031755215,-0.1940329137753547,-0.1130370488495273,0.6802128618464164,T_cells
+6050,0.88629078125,0.054771123046875,1.5201927190670588,4.588710106970608,4.644120915188673,0.7888229253788288,-0.1682025817083629,-0.1431142911211729,-0.8917037731765355,T_cells
+6051,0.9031046875,0.14886919921875,3.761401295459548,1.7299400675836356,5.008563314141198,1.5058407582975597,-0.0760447438830051,5.721542495710754,1.619989490852466,B_cells
+6052,0.878071640625,0.096962958984375,-0.812533134054475,5.175326600778323,5.130339989551573,0.3195403506927847,-0.3932533528399023,-0.0446594277655804,-0.3162342070731617,T_cells
+6053,0.723518515625,0.10070578125,4.289508879675053,-0.5692460152000087,4.92511853218477,0.4274884452468455,0.8847282009315577,5.480229486263533,-0.2912884948959331,B_cells
+6054,2.20624671875,0.2657979296875,0.603444175598408,8.4450211231963,6.378035803014358,1.3421648721384762,-0.0191315442664936,-1.1297181537542258,3.8262043627846216,T_cells
+6055,1.258703359375,0.394435625,4.089655927892328,0.2449364279779844,4.738897923097985,5.243580974730731,1.344243576873977,-0.3607113959268881,3.7173452195251966,Monocytes
+6056,1.024598046875,0.121381025390625,-0.7339033717020454,4.179896749334949,5.810057088256144,2.240765468425207,0.5708473817878514,0.1196174106114197,0.3164254020309284,T_cells
+6057,0.681638828125,0.123027099609375,3.8721826822204943,3.824245050640053,4.474382359962728,1.4487711352886152,-0.1744290474833572,0.6357709101603372,0.1238181195170324,T_cells
+6058,1.00889765625,0.1531053125,1.2595858205805677,4.181344721220901,5.4512421778715465,0.1883035157127094,0.556567113476439,0.0680189504591127,0.8351502283758676,T_cells
+6059,1.118604375,0.1672070703125,-0.5528740166679541,-0.5731644713762022,4.898342009298773,0.7276358708504503,3.7045222407990552,-0.4839188523322859,0.5497593180482743,Other cells
+6060,1.249580859375,0.2259440234375,6.172917997999063,-0.0083773687466796,5.223570091820155,1.088006113372313,2.112223566330268,-1.2858921376475272,5.262562942489256,Monocytes
+6061,0.84432875,0.165838828125,0.9796706660107742,4.607431926196293,5.582330585244772,0.7506412676092973,-0.2034912220269884,-0.323552736153227,0.5378440794239305,T_cells
+6062,0.984895859375,0.110229970703125,1.02440954558298,5.423745850470969,5.228598371542103,0.5222639754033582,0.0961739820627416,0.3143916447109676,0.97433577512005,T_cells
+6063,0.9557703125,0.092094345703125,-0.3586132907431617,5.14638081336246,5.199888791442541,0.2728013827228292,-0.4352368719977103,-0.56373015411927,-0.6327073175286294,T_cells
+6064,0.82025453125,0.11897642578125,-1.4834447652511416,4.693899814632647,5.511174542939414,-0.0508064039648475,0.1516714910062706,0.1692477398739348,0.768485436544358,T_cells
+6065,0.70154203125,0.128316982421875,5.63587318460671,1.079995252278933,4.713080329463759,0.8039760753450859,-0.482509559910828,5.301312276397114,-0.1081196176001518,B_cells
+6066,0.881884765625,0.072769921875,4.527549287342235,0.5242422870352368,4.530652625650971,0.1052789150542886,-0.4711745599665755,5.624024297109884,-0.7961842441509447,B_cells
+6067,1.099470625,0.33354078125,5.622111972653117,2.007119550239447,5.439782849959645,5.042791975046532,-0.4794909782813411,-1.7624549143576698,5.4082448490807655,Monocytes
+6068,0.89279328125,0.155528515625,0.6954162055343314,5.129837555840307,5.634493511278394,0.7545387214021777,-0.0249658080887891,0.462251376108881,0.1926185692531682,T_cells
+6069,1.065542578125,0.125582919921875,-0.0178582150112621,4.927069174216585,5.356680894191107,0.8342550962318745,-0.3706770208751356,0.596973891003692,0.3783362264060506,T_cells
+6070,0.90088078125,0.13333982421875,0.3112434334341404,0.3085561164538866,4.448978910649682,0.7775433160786939,3.8682408528537735,0.4818483298971546,1.0564218222555812,Other cells
+6071,1.08396140625,0.5203833984375,4.799620616766458,1.7150892202706094,5.097661796101665,5.386071717401146,-0.0980018633155972,0.7937974628464417,4.93340834753353,Monocytes
+6072,0.787937890625,0.1456340625,-0.6854944092395922,5.003628626576153,5.682238319587278,1.1267009931707683,0.262129343215125,0.2122394709755528,-1.4598145295120717,T_cells
+6073,1.151527109375,0.146851064453125,1.541524813579999,4.400358358599935,5.462963905074642,-0.1076728109253455,-0.2388439177761023,0.3050017410713173,-0.2577096743482519,T_cells
+6074,0.946905625,0.4449477734375,3.798874311984804,0.0016793578092093,4.046169222457929,5.196520755792128,1.8927041952775248,-0.4956667641933054,3.7132749015143247,Monocytes
+6075,0.86613859375,0.0768812060546875,1.1158395983826883,4.70121921964977,5.374179345405556,0.6105474112195971,0.1409815939780332,-0.4733539147591228,-0.874667786803548,T_cells
+6076,0.8030621875,0.105493974609375,0.2837678263625804,5.088298631478096,5.144262737452842,0.9264059366485516,-0.0398605857624572,-0.4350224101980334,-0.2418966803801394,T_cells
+6077,1.25433484375,0.39966359375,4.070453958304292,2.45298608805197,4.937053977207104,4.379925848732811,-0.5195571802541327,1.1538456540279718,4.9835290047673775,Monocytes
+6078,1.407449375,0.49908875,4.260979719584908,-1.09746741738621,5.053024878518129,5.240745346551455,-0.1843924406514532,-0.0241863191526943,3.631079843237579,Monocytes
+6079,1.233954453125,0.15032205078125,0.2619453101275744,4.6475517730905285,5.610931152443384,0.3105368110881652,-0.3729605174332647,0.4707442961174396,-1.4570154947153109,T_cells
+6080,0.7864540625,0.130358525390625,-1.146963030751492,1.0565028095595734,4.747618439679991,0.1434207565557247,3.8242564191141737,1.2538446885876309,0.2848410021454687,Other cells
+6081,0.89613796875,0.101750556640625,1.143971698312424,5.21361309988008,5.018183684277625,0.6286141062448062,0.5339137099812781,0.0491893282286351,-0.3541232658910094,T_cells
+6082,1.417213125,0.4467822265625,5.378491680575519,2.828261477485577,5.48286872208576,5.661462781076152,0.486632621210163,-0.1229133750126138,4.488434431226286,Monocytes
+6083,0.991689140625,0.0764293310546875,-0.1678976082299123,5.022749591755874,5.401827899728711,0.4734222748571843,-0.3315907576959154,0.071556632544936,-0.6440060243178136,T_cells
+6084,0.7911140625,0.083280673828125,5.038900336562878,-1.6559392286445402,4.849544433379239,0.4752489363298002,-0.2537241428891094,5.307045165755504,2.196276271883334,B_cells
+6085,0.867741484375,0.101491904296875,5.057963380865167,2.189340311417648,4.8847048629076575,0.4384072627397313,0.5315058825666898,5.25788988169347,2.4743763902024303,B_cells
+6086,0.96739921875,0.1701409375,-0.5048701970752114,4.250869223425581,5.38128178719633,0.3926353393504223,0.4163892377418671,-0.246336452760029,0.95360586940611,T_cells
+6087,0.785341796875,0.08406380859375,4.7805288197650055,1.6749312568384611,4.154108100872583,0.9455124265318524,0.047126630121865,4.550162470388924,1.5043990299499477,B_cells
+6088,0.747657890625,0.16412494140625,5.0025856622631215,0.0861805605865013,5.403320115761663,0.5956733528499865,0.4004846360719065,5.520516105827972,1.8307475819511645,B_cells
+6089,0.902534375,0.13094361328125,0.7862934178643384,5.038477459142529,5.700518409397155,0.8908129203250735,-0.4364509218831255,0.4150992472865111,-1.160938543561377,T_cells
+6090,1.3784034375,0.4173877734375,3.810092422665884,0.4868724656865928,4.917975604335074,5.2594871586558885,-0.3595009150522668,-0.7270939070207987,2.551004686241849,Monocytes
+6091,0.818866875,0.1120506640625,4.551753783565199,2.010763154848552,5.058775595201494,0.071435270946553,-0.1293774149094021,5.902812427996271,-0.7715654435449487,B_cells
+6092,0.99100421875,0.0964288671875,1.8884399068951576,5.591010440207507,5.291922570265017,0.9727472056912032,0.0170420374167439,0.4858733426597926,-0.9478745782351696,T_cells
+6093,0.858655546875,0.3380346484375,4.372121748112885,-0.2187173846319667,4.270470514656266,4.182000090765346,0.0825044056058544,0.8209787014573434,3.0778157207872034,Monocytes
+6094,0.89327328125,0.107630927734375,0.1053931680769301,4.284939007976954,5.666385134334662,-0.3312858996376449,-0.3150654156303446,-0.1980689770557935,-0.1284973231139372,T_cells
+6095,0.81488109375,0.146576220703125,-1.5080696498326658,4.705906331799046,5.558517163042144,0.5465971852435667,-0.0463475029532646,-0.3845051167530462,-0.2507585717138897,T_cells
+6096,0.965358125,0.18898408203125,-0.1771732629097633,0.4193612020702141,4.590332193355791,0.1690540673674034,4.287664908085249,0.6655312464555423,1.0598295392354775,Other cells
+6097,0.6383387890625,0.16549078125,0.8531262737551462,4.008389951478968,5.125191682974151,0.5654010986582656,2.741226754399792,0.7784948959147557,-0.5191573399483651,Other cells
+6098,1.054741328125,0.130692177734375,1.9766203278291448,5.242539687426145,5.377556552487696,0.1587418595343563,-0.2618831725994807,-0.4567260726580526,0.4508678754809038,T_cells
+6099,2.0333203125,0.44182265625,5.083577732763791,5.157566312113516,6.057245537631747,4.897496426357424,-1.1096893500662768,-0.1355660633993094,4.891559494934734,Monocytes
+6100,1.65906796875,0.20942619140625,5.1854364771181976,1.83464477619912,5.712825552552917,0.3188219137825728,0.0352732050100744,6.415881152432859,-2.4705749950594047,B_cells
+6101,0.74850859375,0.092346982421875,4.578613176231186,-1.0554159341162384,4.811780396471535,0.5529093140249612,0.7197701766496496,5.596350950972093,0.1629635649058595,B_cells
+6102,0.714395625,0.158452802734375,0.8969957303614917,5.265984303927299,5.41529317287037,0.7704477817298909,-0.2154176765473457,-0.4422785186374033,0.792706837580105,T_cells
+6103,0.8119921875,0.108521484375,1.652263956241592,5.316199774680222,5.242627365111441,0.4932678137161248,-0.1924215111767292,-0.2666229353091933,-0.3098158396118675,T_cells
+6104,0.729951328125,0.19392984375,3.5781416502266183,0.9485508576389317,5.159726413286359,1.9146018439485808,0.1171561277415794,-0.9358955565111408,4.306362692566554,Monocytes
+6105,1.3859390625,0.6470471875,2.98787198361149,1.6201204502204671,4.979106403017367,5.3303126204209885,0.6065486294288054,-0.0863965401368799,3.812389585587941,Monocytes
+6106,0.932943125,0.20717453125,2.596814474249138,0.7606233973618295,4.180352609787631,2.7297916143181924,0.9230456020832036,0.1030863418205118,2.515143844328121,Monocytes
+6107,1.038301015625,0.14772361328125,1.117198707042309,4.817232521409468,4.9266335458531305,0.3338452491689738,-0.2028011666610595,-0.4050350824763835,0.7662245437881002,T_cells
+6108,0.829224609375,0.09552091796875,4.069543957191894,1.670666245707974,5.004645654800559,0.4145204628540329,0.958590768640608,6.108862721519928,2.1160615396210805,B_cells
+6109,0.87147171875,0.0650610400390625,-0.7625800773791473,4.941976399798038,5.256446092563446,-0.1729782191317574,-0.3261020710950979,0.2145445393151151,-0.3910841642026193,T_cells
+6110,0.740126875,0.103649267578125,4.761866344062846,1.5824902951241622,4.932225654689544,0.1295502865384087,-0.2183009993297154,5.655238134696826,1.9288355445821264,B_cells
+6111,1.0304146875,0.26687783203125,2.3073340156413447,0.6644618498876078,5.206000342126538,3.554324452887348,0.4756178129584608,0.968119138909802,4.134271571987464,Monocytes
+6112,0.8689846875,0.108020400390625,4.846736441727304,4.523126544737372,5.408145517766955,1.1599321232552464,-0.9656996711229484,0.7857983918205316,1.034284980074116,T_cells
+6113,1.4805878125,0.1724897265625,1.7496153596357953,4.781665185077456,5.774328643150436,1.6110448100848926,0.052538223721298,0.3390156268781414,1.2828907567745056,T_cells
+6114,0.637150703125,0.18050046875,0.1138201392877806,4.446888155483523,5.374773685949997,0.5754407334077807,-0.0242152869727292,0.0424265540500813,0.7938149030814836,T_cells
+6115,0.9501171875,0.106861005859375,0.4757127601752962,4.9761564008829735,5.313263276685816,0.9867154632475534,-0.1410245498735439,0.4601444972099031,0.7081742123416481,T_cells
+6116,1.4940753125,0.4882932421875,4.8012643848181495,0.2961877309865079,5.02943907946063,5.236282504051243,0.3322733650006024,-0.4196848679155824,3.575413562154641,Monocytes
+6117,0.710653515625,0.104319580078125,0.355708189743173,4.145651347224289,5.075601877282362,1.8292609027728508,-0.2630582103779664,0.610714138898081,2.490354634374913,T_cells
+6118,0.789021875,0.130934609375,0.6521476087100851,4.699404931469298,5.460659696305536,0.0536777850775381,-0.5542859149237662,-0.1174563884861991,-1.2238185429583384,T_cells
+6119,0.966215703125,0.135754619140625,1.5533474654802233,4.659970697960932,5.434374222827179,0.5989391172520067,-0.093322970898928,0.0314240193394645,-1.0080837977514352,T_cells
+6120,1.07061765625,0.110751455078125,1.505175144894025,4.681932385747521,5.7999576783377655,0.7498108432332101,-0.5627206591118786,0.4733590237612942,0.3237371014704086,T_cells
+6121,0.6009306640625,0.15123119140625,1.838528323556449,7.421037407895533,5.369935423233763,1.1857315206538968,0.4288781928061028,-0.5489275108146626,2.860270318701765,T_cells
+6122,0.75224984375,0.141011494140625,4.2304251836644005,1.772796038973797,4.87597654952664,0.7443504023340537,0.2172596052634511,5.189777707687664,-0.8023939917793004,B_cells
+6123,0.3938434375,0.134462607421875,5.159037403979563,1.1941415373371431,4.944132974256809,0.6469410164328391,-0.0327739056651695,5.865006767142452,2.12506554497683,B_cells
+6124,1.08692921875,0.089629130859375,-0.2447589874009663,4.523468755230752,4.980533386566897,0.3663744899027418,0.0417072544289235,0.0792167606483375,1.142665956825518,T_cells
+6125,0.686814296875,0.1111169140625,1.243686601394936,5.103737646538498,5.142574876673875,-0.0303682653690187,-0.5436680402593297,-0.0438995171746806,-0.774249561793645,T_cells
+6126,0.779771484375,0.121133779296875,5.100909614271474,-1.178988044430204,5.025343604842121,0.1188518209895776,-0.2774417590291825,5.9199860557964,2.387782436916744,B_cells
+6127,1.048536484375,0.47977421875,2.958058445340103,-0.8065031402108209,4.621283232294789,5.221648759104521,-0.0141006465281837,0.120309383774415,3.359231081642736,Monocytes
+6128,0.9442771875,0.18060548828125,1.1573587867605994,4.109743023950285,5.024885230286386,0.8844976365308191,1.224776631598341,-0.3145278064814501,0.8139434933961552,T_cells
+6129,1.0522571875,0.16666876953125,-0.8915079844610624,4.171075852282319,5.402391239247287,0.6040976789547057,0.0359792432779296,-0.0411680978198072,0.2109893423893653,T_cells
+6130,0.85965625,0.15673412109375,1.422417461977954,4.211232467692237,5.158415423233515,1.636407705679607,0.0542256274903283,0.270365218321993,0.198249086578535,T_cells
+6131,0.78819796875,0.14374314453125,1.3420412379902682,4.926008663859994,5.623137573418661,1.0252583178156789,-0.0693411896247767,-0.0045151515935745,-0.0063937642799111,T_cells
+6132,0.708592890625,0.126094208984375,4.7358816492476015,2.061368859928986,5.118190889197381,0.1535683604505513,-0.0560644386252782,5.874457326577008,-0.4067945158854837,B_cells
+6133,0.886043125,0.2257229296875,3.801373217491225,-1.5407651519983554,4.392809959213645,2.949403150870715,0.032342273239959,-0.8304292157232863,3.1673975163716133,Monocytes
+6134,0.973915625,0.13565080078125,0.8663179139068664,4.85789084379328,5.646901522668677,0.3143952112228339,0.0679670069585075,0.4434551094467143,-1.0299893691175586,T_cells
+6135,0.9173528125,0.139286806640625,0.4349247049053726,3.7632696792652576,4.995564188163455,0.523207149198775,3.140329994516755,0.9234175001939984,-0.4230123754774191,Other cells
+6136,0.914942578125,0.1705772265625,0.6408416643438107,4.49701638830865,5.176541559570076,0.9830934346840496,-0.220779096628059,0.7761621497331901,0.8567464015466886,T_cells
+6137,1.06680546875,0.1721980859375,-0.4766207542202803,4.7997557252010745,5.770764431297392,0.748512981216584,0.1912237817315809,0.093208928695086,-0.0930899788493583,T_cells
+6138,0.9216346875,0.095915185546875,-0.6872817207140904,4.459895808720548,5.295691236895817,0.3975131006355794,0.3530441114632066,0.2411639762976993,-0.793644200771493,T_cells
+6139,0.9855715625,0.09750064453125,0.487929717076193,4.464388627574922,4.909772957942101,0.453466360246116,-0.2698025666280754,0.3098473891234183,-1.0290892321475162,T_cells
+6140,1.08703484375,0.13952025390625,0.2465639055698312,4.705736053095564,5.593445792343425,0.507886385719297,0.3474577750039004,0.3049767580946673,-0.926496804813178,T_cells
+6141,1.114294375,0.07676779296875,2.4997629380941864,3.8518231682210367,5.112931893480961,0.9863991209721952,-0.2486391732813657,-0.3610666910272633,-0.0044955480414691,T_cells
+6142,1.0446609375,0.585179921875,2.7235834574971483,2.301546187104214,4.855456510451635,5.228493676635583,0.3996215306167076,0.9287588493273832,3.5738172975330578,Monocytes
+6143,1.068752890625,0.10524193359375,1.7872742798518564,4.087980955410169,5.325073354069575,0.0155350682772725,-0.3488125271841086,-0.681988440793995,0.1950989691854614,T_cells
+6144,0.715483125,0.102538486328125,0.2414709514641989,4.292393405723917,4.941084875321807,0.3809852950480134,0.2657083649111333,-0.0516893891846588,0.060375731498397,T_cells
+6145,1.307418515625,0.3451076953125,5.56523073103946,1.8514523705640231,5.346258579055187,5.467458364996939,-0.8941845529174132,-1.229930561370275,4.663694414400031,Monocytes
+6146,1.165038203125,0.0783724560546875,1.9269683451417616,4.783106170950831,5.382496920473903,0.4144838006933196,-0.2241648335285821,0.4212264364635115,-0.4301059285343279,T_cells
+6147,0.9468959375,0.11579109375,1.122884555353567,3.805265914384541,4.777378875110911,0.4012556187416429,0.162784836716913,0.7243726859536576,-0.43330569032736,T_cells
+6148,0.659219921875,0.0764803466796875,0.4582813823570705,5.001385310941957,5.246259055201052,0.5873225831736885,0.3861124929832385,-0.27411973276015,0.3096999191773033,T_cells
+6149,0.945909921875,0.20930634765625,-0.3708234860989651,4.28572099897249,5.149719477656297,0.4420568864009899,0.0485158420433332,-0.3092972487771434,0.5003144129117776,T_cells
+6150,0.92877171875,0.15832017578125,1.2545726331852745,5.482583588265372,5.7380020630490165,0.1967941426950317,-0.0379164111229139,0.6185159408190374,0.8972421474058987,T_cells
+6151,0.813740625,0.120992763671875,4.861710115941964,-0.1009639643162377,4.6830169109151845,0.0640872163515482,-0.3739185822065097,5.702448555505129,1.7484528697577866,B_cells
+6152,0.87519234375,0.0761184814453125,2.253033406965681,4.043370013677608,4.232549042355961,2.7168522830279405,0.8718537181373099,0.0611089625652094,0.8352034399677694,T_cells
+6153,0.3260916015625,0.354591015625,3.334045181479499,0.8032721372970774,4.084647941506938,4.128390218057873,1.7651404459008724,1.0425455277993954,4.063023522689714,Monocytes
+6154,1.21550421875,0.354953984375,3.9544742868891696,2.725060597400708,5.306303992969882,4.614058091434668,0.8076442681433555,0.7215229222139812,5.395734912273896,Monocytes
+6155,1.36430765625,0.28030033203125,4.243829872269052,2.3042703595399265,5.588920136672472,2.758751683663794,-0.2566191336571215,-0.1760612552350939,5.0810611361780245,Monocytes
+6156,1.0150371875,0.0794214306640625,1.5218449098609774,5.638536866464404,5.379030448820799,0.4954423015848503,0.0555123561162436,-0.5594612216938396,-0.2255249572990566,T_cells
+6157,0.991536796875,0.129946845703125,-0.7458199569706923,4.383525151066411,5.489751674362169,0.7414629795044336,0.3323350373850059,-0.2620424422328927,0.0919080943992424,T_cells
+6158,1.188644375,0.31829546875,-0.6832652017478934,4.376968185254022,5.140762475257474,1.628502372330763,0.1842677046762334,1.1303397267159945,-0.2898721737597615,T_cells
+6159,0.84595109375,0.150556689453125,1.6242190815512103,5.036803946458496,5.596409602583074,0.5232255190625996,-0.6038144942606233,0.2680599251940691,-0.1476012858938509,T_cells
+6160,0.90266484375,0.09611921875,4.226583349211098,-0.6398434966202584,4.846957467393349,0.1176912121735873,0.2150103389811822,5.542271632862347,2.337349269055437,B_cells
+6161,1.62118765625,0.701430390625,3.988920169547324,1.6246416056113335,5.031468261383002,5.573952452599527,0.2157630260474137,0.0787162780694769,5.172578618067937,Monocytes
+6162,1.09845484375,0.094270302734375,4.281943087986464,4.014842184975641,5.391996116364923,0.3379174301975203,0.214281775303677,-0.7654575807813215,-0.0246631592450481,T_cells
+6163,0.609633046875,0.142642568359375,0.926172998983648,4.675777176208543,5.232393506593084,1.3750533607969757,0.2477711066416166,-0.196617490545161,0.0861928536012371,T_cells
+6164,0.58076265625,0.199910625,1.6282493428181106,4.278777600304761,5.432787822805883,1.1336572818153394,0.787538342881952,0.7175640323729772,-0.6516916926118197,T_cells
+6165,0.87535390625,0.09941255859375,1.460253807308287,5.675586844057831,5.845416586743461,1.003690936184719,0.3204119660630709,0.2556661813716291,1.4677995461399362,T_cells
+6166,0.965895546875,0.07789357421875,5.202228087622255,-0.7499300317357753,4.575710910856113,1.4203466885948073,0.3181019198247541,5.6424817260377855,-0.8855831354952626,B_cells
+6167,0.795480859375,0.080578427734375,0.502367015181708,5.686623799934676,5.309378042362026,0.6556555160822365,-0.2283964832350635,0.0941229481930506,-0.7875706378203793,T_cells
+6168,1.14312421875,0.5402664453125,2.5267688463855045,1.0601663770486345,4.708162187235774,5.273970983997561,-1.2172305561011938,0.6835682493141158,3.1187246167154257,Monocytes
+6169,0.92710703125,0.1319691796875,0.8326788460135233,4.994791946066491,5.795253117686007,0.1847421975970042,0.4021396886046466,-0.4675106715934097,0.6620665377863044,T_cells
+6170,0.979171640625,0.145000361328125,0.8126552731038188,4.881516006050103,5.415885799899975,0.586563254508774,0.0591824724859266,0.2189377363952602,-0.7108264791121571,T_cells
+6171,1.100586953125,0.15129240234375,1.232073008514582,4.867573746943937,5.444588540230115,0.0518443095482355,0.0197742377917715,0.1193618681548537,-1.591267772632896,T_cells
+6172,2.51111375,0.82662328125,5.137341570153617,3.152567114731693,5.919746091281517,5.667271530312512,-1.5649645829742649,0.1523245676381096,4.969810717390138,Monocytes
+6173,0.861606953125,0.1341715625,3.892249545922194,1.463755849381238,4.654113541392667,0.2311568916575632,-0.2226263886010637,5.975057254877577,1.8411397197902728,B_cells
+6174,0.8219384375,0.0919353125,5.671012310253538,-1.28765298822048,5.430325683258778,0.1512495175560411,0.1914267817929676,5.889117076142968,2.233220840355991,B_cells
+6175,0.6335290234375,0.150989951171875,5.736064303176515,2.2012389251540125,5.352713784523831,1.416027179734369,-0.6985308932395995,4.818632663291354,-1.5089479627743687,B_cells
+6176,1.284823203125,0.148081279296875,-1.110145337924092,4.454157243710249,5.530142319956889,0.9391787473863576,0.0581156518797064,0.2036300048725013,1.0071725774737688,T_cells
+6177,0.980782890625,0.064978828125,0.8325597455336973,4.561132158451938,5.130149846448078,-0.0762842811929339,-0.0708567046861975,-0.2677855551529542,-0.0330858353153028,T_cells
+6178,0.876799921875,0.076901611328125,-0.2174785275288895,4.88615407019517,5.430743822929408,1.363529584486724,0.394957356058831,-0.1021139899173877,0.0363918980684419,T_cells
+6179,1.08318796875,0.0713944970703125,0.0113104025144065,5.063922556336778,5.2389502863082855,0.6850322303240128,-0.0344701224604247,-0.1137585740593717,-0.7827600558373502,T_cells
+6180,0.869766796875,0.161711943359375,1.762404580201246,4.603616108106392,5.735541341211704,-0.0366952624084058,-0.3775447104800207,-0.0458408820571647,-0.8484607563686903,T_cells
+6181,1.14673390625,0.0616344677734375,0.6341387723125425,5.566441933781941,5.221289102951332,0.6509759382801494,-0.1447487631443262,-0.1879155753160746,-0.5251318986260975,T_cells
+6182,0.823491796875,0.082708779296875,0.6575878227818974,4.860368759763342,4.786933969879398,0.2776949340290006,-0.27324591782962,0.1834568499727101,-0.7252927566984574,T_cells
+6183,0.727379375,0.111997265625,1.2992663414315984,5.033370251636845,5.597078008758208,0.1192026219718159,-0.5008468878729403,0.5537329947273466,-1.917177762093967,T_cells
+6184,1.168201875,0.12450814453125,3.381648818309237,4.718792151047801,5.079850255429619,0.452436807334004,-0.4213636852519797,-0.0747099942291345,-0.1428890175985566,T_cells
+6185,1.074583125,0.153561982421875,1.0518811961005077,4.893680845834664,5.495640357101817,1.0435294326449127,0.5182932208186264,-0.5374198418521654,-0.1372165781183397,T_cells
+6186,0.711706015625,0.14119931640625,3.761057925522574,0.5769986224289986,5.306735784712037,1.039489053391632,0.2289077176919832,4.144357224211987,1.7653565197326746,B_cells
+6187,0.898695703125,0.12066330078125,0.6117574269227878,4.996912197064797,5.588807853919633,0.280066770693496,-0.6658819079247701,0.0255129618690946,-0.3805283835907228,T_cells
+6188,1.35909921875,0.38798890625,2.102932004554134,-0.954343489820296,3.4440662014038126,4.3134469782711005,0.7540832142805904,-0.198064946507378,1.0514768429425612,Monocytes
+6189,0.9066590625,0.149814365234375,-0.4501855224912093,0.7340041620709379,4.498826757885178,0.6883105872576903,4.104801257040897,0.9316994020231985,-1.0441490647772125,Other cells
+6190,0.969895234375,0.107587724609375,3.8884386759482257,0.9183905195501124,5.113194715183333,0.6552617256518323,0.049790976309644,5.502220776207166,-1.5134638468458894,B_cells
+6191,0.738201328125,0.083558515625,4.475405537192201,-0.1263036400888471,4.770818311664758,0.8248331921226095,-0.0817337350895045,5.244603770938478,-1.1473285361856476,B_cells
+6192,0.79588203125,0.087107509765625,1.009684958163608,5.269142061281055,5.0027937286418585,0.5329948630940676,-0.0296626550211954,-0.1208532443128839,0.4850116281360559,T_cells
+6193,0.759327890625,0.138194619140625,1.3211718308727656,5.173927889568729,5.808098731771752,1.1256379254347917,-0.0922873474813611,0.1419169508639811,0.1646442426144669,T_cells
+6194,1.650239375,0.19446859375,5.065634095521031,1.2513047648420204,5.032061932629835,1.2383050824218111,0.5052431922981484,6.249343518890589,3.021492596110197,B_cells
+6195,0.99413125,0.14865857421875,-0.3307070365473874,4.615503544103461,5.477057295081459,0.7511436101322926,-0.1960031618093334,0.106785951722226,-0.1622631578379408,T_cells
+6196,0.987100703125,0.129846640625,0.3163911201283436,-0.0831038286195958,4.377060667025343,-0.1654049477983008,4.4320219018555145,-1.128189569206082,-0.0191421604585568,Other cells
+6197,0.801801875,0.134490810546875,0.3711469930688574,4.674561256169048,5.47572957446674,0.827069516757196,-0.459693319556424,0.9402245352554526,0.8449561327204702,T_cells
+6198,1.6965259375,0.4145113671875,5.039523132744163,2.2061535438773667,5.377108304997242,4.954659535851143,-0.7345849911170668,0.333522238846672,4.8516656677985806,Monocytes
+6199,1.111697421875,0.5806757421875,2.8953608397419446,0.7190814504313011,5.116430096567403,5.4726790670861885,-0.0370421732675814,-0.3299029707414498,3.650909546932104,Monocytes
+6200,1.00657296875,0.0723492529296875,1.5034566680832269,4.993953087023135,5.470627613262916,0.4225253931915813,-0.492495286071123,0.0600248345773198,-0.2767981205132933,T_cells
+6201,0.89454140625,0.060687509765625,0.8693717811684978,4.757324901313031,4.586261308598841,0.3799111715716541,0.0465701859996164,0.2042406662528082,0.3034290723180858,T_cells
+6202,1.051865859375,0.139640869140625,0.5882852673340501,5.026543744018685,5.58263405731226,0.984381956784277,-0.2709187431986116,-0.0745795935452411,-0.5668333344065466,T_cells
+6203,0.834931015625,0.1372434765625,-0.2950493381329477,0.0900919418979707,4.160790632201617,0.1511690676313865,3.237319839169604,-0.5080946817334617,0.8868193536925923,Other cells
+6204,0.957001796875,0.154792783203125,3.741304233497247,-0.8020943969402493,5.084619846559384,3.3282283562083745,0.0159799370878066,-1.0439740132856048,3.99435675419986,Monocytes
+6205,0.90371390625,0.186091015625,2.064367445555967,1.5940502907958392,3.8815768238259367,0.6220777885145484,3.8054085112395706,-0.5338248349578348,0.6580241604930033,Other cells
+6206,0.991088359375,0.08217888671875,5.248019347931875,1.9655259898874768,4.839801209261995,0.2055703979213732,-0.3865826853914194,5.065741205867234,1.2614118668560157,B_cells
+6207,1.131965546875,0.1211373828125,0.6216546734916503,4.681880633712988,5.339661800668172,0.8380700142006303,-0.0506479524929882,-0.1966286000625755,0.4776232337984248,T_cells
+6208,0.5395424609375,0.170448203125,4.674653143596944,2.1021759578329315,5.503721703906097,1.0396545242735742,-0.3374230201521583,5.67405149311917,1.73047189512067,B_cells
+6209,1.176224765625,0.069003095703125,0.3781843819658501,4.272406153316553,5.048485993110604,1.7847089509627292,-0.2163387446799515,0.3937789535045785,0.6313341782850984,T_cells
+6210,0.8634903125,0.182551015625,1.8125568561884475,4.673767656561651,5.631778236475675,0.3748331672367169,-0.3426581670075155,0.229709316000659,0.2688052517924309,T_cells
+6211,0.96677390625,0.18193890625,-0.3762642866538729,0.6077347074041992,4.472473097849307,0.3917470069626844,4.839214416199489,1.1628351518624571,0.3573513592441555,Other cells
+6212,1.192353984375,0.3816179296875,2.590317335732971,0.9034344461998326,3.2583679484936057,4.424391427079533,0.1431325776905248,-0.0240007520691144,1.796950908691832,Monocytes
+6213,0.98596046875,0.3498578125,4.107876844917615,1.0193821904263185,4.942552007622736,5.05445329985578,1.471763871597118,-0.3824974504268444,2.688593404620488,Monocytes
+6214,0.98429515625,0.090328251953125,4.425986566688008,4.481353970081789,5.568536226643229,0.588766985528959,-0.0966108151809406,-0.2710774309721468,0.9787369802885448,T_cells
+6215,0.713200234375,0.129652197265625,1.3525699598612102,4.945193949614724,5.712437201097706,0.4299033969584611,0.3080551173952775,-0.641532949220531,0.0859821816265498,T_cells
+6216,1.0185321875,0.124854404296875,2.540809630447905,4.079150151108621,5.187502968543005,0.5650859406325996,-0.5832413367074297,0.1302860231400182,0.1160474136544756,T_cells
+6217,0.84599765625,0.151521640625,-0.1911944918503213,4.478116554024564,5.645897618824034,0.6617670324018224,-0.1736593061440052,0.0046549128019284,0.1377141725689465,T_cells
+6218,1.103306875,0.133720869140625,0.1189779378464133,3.9174627110337807,4.515360289667134,0.3445452001797939,1.309961535073173,-0.1556518820116313,-0.2368613743506949,T_cells
+6219,1.267959453125,0.116940283203125,1.8760650010048376,5.604022773118632,5.21561652305918,0.6488702001045801,-0.1875610059079351,-0.3755620810766191,0.5325077323048439,T_cells
+6220,0.85208125,0.08282099609375,5.074030952423983,1.5705931251594534,4.727860916977575,0.1037138117978047,-0.5990005249748106,5.609984330340798,-1.4980499320631635,B_cells
+6221,0.58935703125,0.14008373046875,5.551334524008197,-0.5841454754117487,4.962638500825952,0.4312193673440553,0.1033863350169863,5.513055376524521,2.18906425156666,B_cells
+6222,0.90260234375,0.132890341796875,1.1336676741502791,0.7779300907556872,4.289228559725308,0.2474568206489733,2.413691080885,1.0506603286383196,-0.8927329513912963,Other cells
+6223,0.905783046875,0.143978994140625,4.026879183336379,5.0322895299289065,5.563726087450786,0.7891674267194158,-0.529779958291776,0.2103233024155026,-0.1683105443871968,T_cells
+6224,0.92154234375,0.142596357421875,0.0263967219786622,4.998478616701649,5.620306601321986,0.9935631829727076,0.250368811667961,-0.2654732225545958,0.0352182581936464,T_cells
+6225,0.897387109375,0.1259705859375,-0.6542752291230016,4.766110682741503,5.383361694229765,0.9442259290585902,0.6460625348983839,0.6601097786458914,0.3003576808883552,T_cells
+6226,0.864923046875,0.089405302734375,0.5773214128171325,5.236831842005208,5.293182322453069,0.9766527610154804,-0.0490697832563016,-0.0728845676579461,0.0355318669058601,T_cells
+6227,0.89734890625,0.109491845703125,6.003049334192847,-0.6522737292395898,4.969094484350449,0.5677274271076995,-0.8744356662827406,5.3325729482172886,1.135430109174497,B_cells
+6228,0.89174109375,0.1046718359375,5.44026893253416,1.468185665390453,4.630325780928829,0.9507484223668364,0.669124594816967,5.517454109890368,0.2110555696969573,B_cells
+6229,1.294979453125,0.4159507421875,4.2982388784242245,0.7962137427502318,5.193183378925511,5.510322459521682,0.0802698732101839,-0.0938340946103845,4.098882494963839,Monocytes
+6230,1.52102484375,0.3316437890625,0.8136144843515685,7.11740890905631,6.088946569967536,2.3211201875446976,0.624155221651175,0.251791572326699,2.244771710377807,T_cells
+6231,0.787907890625,0.103864697265625,5.679729178622268,1.747816717588082,4.864623723036576,0.3927765336175805,0.3277065089665284,5.426039536103392,2.3548339612893057,B_cells
+6232,1.08653671875,0.153378359375,-0.2522286065917804,4.639686105172811,5.392283790324088,0.0225494986354435,-0.2476098828782204,-0.0825125146596133,-1.028577022454566,T_cells
+6233,0.775436640625,0.0811653271484375,5.023430762733714,1.2625465625969288,4.838612379319018,0.1609894475994834,0.5740291613067855,5.634129806771402,2.20183859174426,B_cells
+6234,0.739886328125,0.13738208984375,0.5964348216002773,4.169957257658904,5.1961461440722205,0.7527386733763016,0.2037642982834527,-0.1640925864812614,-1.16622993857691,T_cells
+6235,1.41871890625,0.4661635546875,1.7830377713481502,1.747762125233592,4.810325822299071,5.181440354634809,-0.1398682948462251,0.2443440110421346,3.294377853401857,Monocytes
+6236,0.893000703125,0.1266558984375,1.3155527943881695,4.797693000940737,5.578291631676352,0.4442972555012401,-0.2990291609276881,-0.2133033377308532,0.0693649448390578,T_cells
+6237,0.7531534375,0.130785185546875,4.457452363612858,1.99057146519543,4.934029359888358,0.2029739563883621,0.044335221050911,5.815879630921922,2.0083889441254743,B_cells
+6238,0.789435546875,0.105184921875,5.506113909044244,1.945822525639897,4.676868939296503,0.3665767616078336,-0.1973708266898478,4.882122046553501,0.2522098767201358,B_cells
+6239,1.656673125,0.28411623046875,4.5910739684326,1.937564400865874,4.42200675795246,1.1857690886754744,-0.3126167876926436,5.517829854681409,0.0256215208523608,B_cells
+6240,1.80877921875,0.20813986328125,5.130809815993338,2.33392398585468,5.832911589254944,0.5524960144353421,-0.0254287816902906,6.268761952036607,1.199813116752076,B_cells
+6241,0.592520703125,0.16470404296875,0.5229624359755097,4.8211484506623945,5.625250269740398,0.2135153095801459,0.1428702494895629,-0.3230555457561607,1.2152258851196251,T_cells
+6242,0.87637109375,0.142782392578125,0.9609238194216488,-0.5742326198842311,4.872047596097907,0.734620166687777,2.8670516083603363,-0.1247533328945249,0.2697992979177045,Other cells
+6243,0.869485390625,0.10987650390625,4.356929697547547,1.4499288068137417,5.004495509371542,0.3374867120205522,0.4167881100420365,5.793670777190542,2.301869602234184,B_cells
+6244,0.603892421875,0.15411828125,4.0267082782695045,0.1287590670166417,5.030189585874609,0.1618348892746626,-0.1934200689036377,5.017947749899381,0.388638687883654,B_cells
+6245,0.908786953125,0.14549904296875,-0.5035011428187361,5.567531557710763,5.531216691278681,0.588877633093968,0.1719212420303214,0.2376032786821832,1.2587757608746952,T_cells
+6246,0.90951125,0.092500615234375,1.29845408946139,5.113219050019491,5.411419269443348,0.0740243182115744,0.0489477044645284,-0.4397964249228009,-0.0560774954168458,T_cells
+6247,1.221765703125,0.443748515625,3.366659030118616,0.1961652163312534,5.040258246902181,5.329496226269823,1.6446616696475025,-0.1449318449520014,3.401693309950208,Monocytes
+6248,0.89418125,0.115216796875,-0.5766760675469087,4.82253928616413,5.5164991203028215,-0.1928188311941004,-0.4815979564292897,-0.2596853622050932,-0.5335411234962211,T_cells
+6249,0.6486070703125,0.13253267578125,1.3372111356906509,5.277411094183269,5.805984231958624,1.3988910204931706,0.0723819264474225,-0.0485575546817955,0.0648755253238956,T_cells
+6250,1.26324046875,0.31286365234375,4.0837862498126105,1.6722406678993456,5.296387507632962,2.809377723146279,0.5565262771570715,0.8644648445911935,5.004545507624088,Monocytes
+6251,0.8034471875,0.0770432373046875,0.9076245132293476,4.908320774626694,4.875237233757004,0.80770948272281,0.0868814371887455,-0.4595030484508446,-0.4154816306673604,T_cells
+6252,0.851592421875,0.076230703125,4.954585071379519,-0.2313406500474187,4.751268386261888,-0.0160157595714167,0.2551367670257147,5.995441513127987,0.3813755529616632,B_cells
+6253,1.17999171875,0.16444298828125,0.462409935617675,4.96680931879622,5.67365943547788,0.9399679131081692,-0.6720089158860222,0.656498830924673,1.132117874889798,T_cells
+6254,1.006053359375,0.124507548828125,-0.882264052569352,4.097459297158971,5.628090958312661,0.6751187837200414,-0.1383167223402065,0.713792424347722,-0.3878531591852394,T_cells
+6255,1.14501515625,0.131678134765625,0.4926103490529862,4.200009147095365,5.210452394383385,0.1522922087034035,-0.0328703065253921,0.702064156580914,-1.4642341223709168,T_cells
+6256,0.971239609375,0.150628701171875,1.319610878097482,5.014099797919939,5.744095114806789,0.9343608927018224,-0.4362125945845794,-0.1912508311182282,-1.3049470254310154,T_cells
+6257,0.91523875,0.084787529296875,1.340222716365181,5.449308443319517,5.230235297884426,1.0717187288297565,-0.2935188649121775,0.3997949586504918,-0.5363398178778394,T_cells
+6258,1.37435859375,0.603902421875,3.849472329149232,0.9549866320629056,4.96082108093855,4.941982776779479,0.1544581855096204,-0.3649299795839772,3.481499884485707,Monocytes
+6259,1.04788390625,0.135071708984375,5.011042060684082,0.618526637584788,5.184016648064552,0.7776071704795293,-0.2053955542036741,5.577200192596869,0.1950481699669768,B_cells
+6260,0.779692265625,0.126082197265625,-0.0035670172749709,5.114884542195656,5.438615716943432,0.8270727200297031,-0.2714426787012892,-0.2378414045268105,-0.04844564564108,T_cells
+6261,0.954672734375,0.088203291015625,6.06929103475072,1.6369049659220958,4.950807520625002,0.4020717590112961,-0.2647327921749048,6.272480485449988,2.98358651498023,B_cells
+6262,0.9754075,0.105550986328125,4.562260661367324,1.1181372675816277,5.006755071871528,0.6755647462835939,0.7435893927236525,5.804447715609267,1.465568681394536,B_cells
+6263,0.728670390625,0.09678052734375,4.933308451424624,1.8305131988713108,4.980480807326029,0.5395349492331427,0.0423000540434758,5.597000000359228,1.857851679931063,B_cells
+6264,0.87673109375,0.18229236328125,0.9969878534505188,5.040937962206752,5.55079931509401,1.2666262190753024,0.3789849836147663,0.5544420451155045,0.4408076522297638,T_cells
+6265,1.004048359375,0.1596283984375,0.6800603534688897,4.628837643952021,5.523572752175865,0.036486601540428,0.1435144240432355,0.1052701640233899,-0.4398841823327012,T_cells
+6266,1.137285859375,0.1130786328125,-0.4021818336931296,4.152132472811645,5.477578907377476,1.4852281203518545,-0.0451029037042757,-0.1979047174812755,0.4748506231409585,T_cells
+6267,1.310501796875,0.137416298828125,1.482664435095404,4.633537825359493,5.495525806089405,1.0858771542730214,-0.2783308276432158,0.2308155477677427,-0.0829477037701578,T_cells
+6268,0.9795796875,0.1476648046875,-1.0313854296807743,4.104604141870616,4.917049157061146,0.3987192219879956,3.4501287223681643,1.0781695300439098,0.5370680345574355,Other cells
+6269,0.947290859375,0.104688642578125,0.8069769874434389,4.599845825964647,5.021598285109579,0.6193468629361236,0.0639454127425589,0.636624290051451,0.3326075057952841,T_cells
+6270,1.65471265625,0.194857421875,5.866071071290379,0.5749430347688125,5.481185376247306,0.7277582263974006,-0.5346359294411496,6.441178176991088,1.3257109847346584,B_cells
+6271,1.211858203125,0.121292216796875,1.278909149988096,5.128339498745018,5.428448708162141,0.1128759951514349,-0.5187424509190187,-0.546904223220026,0.0605190319321114,T_cells
+6272,0.81294890625,0.106945615234375,1.551085069804468,4.491333871191948,5.086604295193856,-0.0129433361856796,-0.3570001582573911,0.1119285003049727,0.3048878468265822,T_cells
+6273,0.89495984375,0.1030263671875,0.8138687732288057,5.101141358153107,5.574280479835071,0.0598440656772916,0.2357678293896922,0.7998470651315005,0.2929649405301632,T_cells
+6274,1.247413828125,0.1186991796875,3.205510627153968,-0.1929646264301606,3.293262836474242,2.562382750455764,0.5039234039292547,4.458158699601189,-0.0794685008435015,B_cells
+6275,0.627330625,0.109339423828125,1.7413566081347749,5.160121251594563,5.784908499490066,0.6438875260411494,-0.2719912662657792,0.4091069983943128,-1.5036272876852248,T_cells
+6276,0.9517071875,0.18116357421875,1.2167002239692215,4.629343527378498,5.210901393177704,0.5785295360714021,3.3774273160827946,-1.300204298253013,1.156415269469616,Other cells
+6277,1.00000203125,0.109650869140625,-0.7932702145137156,5.28788260925553,5.312394912928582,-0.093533642239117,-0.2528496945669605,-0.2181943954380373,-1.2411730342119944,T_cells
+6278,0.7707628125,0.10166173828125,4.458607426522538,1.897435635306776,4.626719212243488,0.8247815120081154,-0.0460642643397465,5.108000314864091,-1.861336789546377,B_cells
+6279,0.79924203125,0.094240302734375,-0.02293116401432,4.946661188897761,5.212176413202685,0.6989997275975198,0.0274774443507181,0.1488597009292859,0.010188487520335,T_cells
+6280,1.185281953125,0.070260908203125,0.218672731791956,4.8305710682285765,5.520140555521694,1.240140396784195,0.103636392616293,-0.018180181852559,-0.0848748813975559,T_cells
+6281,0.5697089453125,0.108435068359375,0.1300986897879298,4.345215133994257,5.271488451437589,0.2997447657780471,-0.0456200515484896,0.0640378777063237,-0.0211096143700034,T_cells
+6282,0.842339609375,0.151481435546875,2.011520418191852,4.330469272029236,5.535268173432363,0.6285950542079657,0.0251168999758307,0.5594961890127651,-0.1012035456790308,T_cells
+6283,0.6311291796875,0.103572451171875,4.67681856881232,-0.2185196427103017,4.660190256998165,0.4022011447432484,-0.3337983979967535,4.95389203376795,-1.0002317195174273,B_cells
+6284,0.75723109375,0.0894905078125,4.5818329616777,-0.6018008090085099,4.633385967450445,0.4289208554548032,0.1195409293901841,5.452784817420806,1.8028149284609385,B_cells
+6285,0.701620546875,0.095256875,4.36846989919777,-0.9659571705621256,4.810294695158455,-0.063534071947572,-0.3585247512194379,5.659956372341075,-1.0983562121844406,B_cells
+6286,0.855510703125,0.0812403369140625,4.746295503014212,1.5415608553399496,4.859690200824677,0.7825589579856069,0.2573648220681665,5.95591478391007,1.9345959545249405,B_cells
+6287,0.805547890625,0.120834326171875,3.667072444233107,1.0228165273406895,5.071927943187955,1.3712547933112076,-0.1748928770887479,4.893021319490783,1.6624065483529666,B_cells
+6288,0.69733328125,0.1237940234375,-1.1684633466386267,4.852582957618885,5.68840727055097,0.659841148149835,-0.26574979785984,-0.0448189881292942,0.3828651046644162,T_cells
+6289,0.83228625,0.126930751953125,1.0942128543386451,0.2612749370654562,4.629868726614926,0.4125793524955737,2.5001380767704444,0.1116083240023032,-0.3883487275960754,Other cells
+6290,0.513921015625,0.09144623046875,3.9938277586432194,1.5340200462404954,5.105637580062627,1.88907361541231,-0.1032472384922045,5.46598636249318,1.96030928941404,B_cells
+6291,0.9863790625,0.116272978515625,1.5877949301037348,4.562306286154611,5.226744090482312,0.1625367618102617,-0.1535951740375704,0.3129149522075217,0.6084029782815898,T_cells
+6292,0.494551484375,0.130361513671875,4.085881241922591,1.3501508983656858,5.150526112749203,0.4708023961103112,-0.2035783235656125,4.967422402255116,1.0303376879952402,B_cells
+6293,0.9097378125,0.16738408203125,1.5947874083860387,5.042005057579675,5.706954643471371,0.2935110719194687,-0.2739325459587726,0.3432968380778307,-1.0604630392870278,T_cells
+6294,0.7973315625,0.12521986328125,-0.6720745006857478,5.089212171669912,4.7458868297496695,0.297718047192115,0.0292396307982693,0.3969314613597065,0.6777262361849423,T_cells
+6295,0.92577265625,0.09824537109375,0.522338264219757,4.766161679604123,5.032982368897536,0.7152545791884671,0.0252186055158874,-0.010863062742311,0.4876436710781274,T_cells
+6296,0.6452678125,0.156424462890625,0.1757325796457405,4.501267187315729,5.610994955935094,0.6901571466887317,-0.4784662552493049,0.5846948733901317,0.4648633844806125,T_cells
+6297,1.503700625,0.2672759765625,4.449450109193907,1.309265736195648,5.513616396548817,3.208044538623212,0.1908375375995217,-0.2244651537056944,4.862140128923218,Monocytes
+6298,0.5895753515625,0.126969150390625,0.49693483757551,4.044857908317954,5.066767334932616,1.5912077399964104,-0.2796476428912404,0.5289090601701565,0.7629668307422737,T_cells
+6299,0.862541953125,0.127872900390625,-0.3449618231404016,4.465824055963865,5.305766531299568,0.7009024951000361,-0.2324044943291505,0.8524685811180859,-0.9284195749008473,T_cells
+6300,1.025436640625,0.101553720703125,-1.0662248214616223,4.5763781541132005,5.475234145713746,0.8458737969461103,-0.3735837995523677,0.7291688546396948,1.1054238219332138,T_cells
+6301,1.57315640625,0.30784533203125,2.938629209138462,4.671168457204776,5.8230382795159406,0.9596034371549432,-0.2900005554874659,0.0180775530819061,-1.590134127757067,T_cells
+6302,0.85480890625,0.101822568359375,0.420640167775647,5.262748228927117,5.697810056684279,0.0750982088552001,0.1776362181803969,0.0636240615856421,0.940805781732553,T_cells
+6303,0.932306875,0.132400068359375,0.995301204574091,5.024215609756112,5.442589972012359,0.5890158205698283,-0.1261169966076195,0.2165652992404603,-0.3490628572623729,T_cells
+6304,0.619609453125,0.173656328125,0.1241075290132459,4.931898662663963,5.589254494373001,0.558523557823537,0.0271141137164275,-0.6301876994367077,0.8194572604784347,T_cells
+6305,0.720649296875,0.093236337890625,5.548734871850387,0.5679165810417567,4.702659602655072,0.7838534871876958,-0.2184637649992126,5.379651250469064,2.291546463980403,B_cells
+6306,0.98271515625,0.1585494140625,1.599390014572543,4.547533733664607,5.619808429100017,1.3677965717719571,0.3281185644470971,1.5649035253869947,1.4243535824562636,T_cells
+6307,1.289188359375,0.1026273046875,2.384523537584029,4.793316669605302,5.616171180158521,2.005989312458138,-0.1505285969556531,-0.4014092330359507,1.3108119429608565,T_cells
+6308,0.9271675,0.14215828125,-0.1905055907153344,4.981464450620968,5.517744428021002,0.532824657160216,0.1309819047406477,-0.3440976111330209,0.682447681728679,T_cells
+6309,1.0465578125,0.17908423828125,2.1518478334753244,5.188100975769639,5.139808242684585,0.9908306323534192,-0.0264129032679491,0.1862057601064308,0.9987909182795536,T_cells
+6310,0.9319690625,0.1408920703125,-0.8206147262001833,4.39396848976106,5.642815645086696,0.4620401172689515,0.041734932548202,-0.0717658651674484,0.154001827778964,T_cells
+6311,0.7736190625,0.14439666015625,1.1969295431510245,5.087608177963421,5.867750843710693,0.8289227240550876,-0.2332859722681843,0.333073962161975,0.1184246634164327,T_cells
+6312,0.84272171875,0.153656201171875,1.2958932643658176,5.134548073149695,5.689632554304975,0.3212286485418744,-0.230542908930676,0.2825466306562501,-1.5431216678946378,T_cells
+6313,1.56314640625,0.15966080078125,-1.1043195051139318,4.490656736931956,5.706833349821972,1.022187541480721,0.0489630470542174,0.0211457458114706,-0.9521210664196812,T_cells
+6314,1.096928359375,0.101014833984375,1.626301498735304,4.518685297989,5.273080696494714,0.1130907187094429,-0.0949482433742493,0.3090879639732249,-1.5001838491303343,T_cells
+6315,0.96831171875,0.0685056103515625,-0.093286387604653,4.553550044056329,5.227346088045899,1.0194862187022011,-0.3857594755635327,0.324873788811152,-0.2325994353653425,T_cells
+6316,0.5950821484375,0.110685439453125,4.74850231079195,0.0446067416795868,5.011335300077644,0.3520593355000537,-0.5106608623298321,5.310441014044934,0.2192990925484016,B_cells
+6317,0.90002359375,0.48586734375,2.883283973476224,-1.194777112302631,4.627830541717484,4.777910493923349,-0.0904654282862876,-0.3321503643545732,2.758947646446804,Monocytes
+6318,0.87671828125,0.093107314453125,-0.0736706073124186,4.57219593640515,5.050218350501998,0.3433623400668582,-0.1763979758569949,0.6845236483100324,-0.5153789037798056,T_cells
+6319,0.90177,0.141813828125,1.0825526493510322,4.595029977388046,5.2553542123213965,0.3321014816551991,-0.1607384205390614,-0.2100269929282406,-1.3120017038061595,T_cells
+6320,0.963115546875,0.102267236328125,0.7751440351126903,4.642496313901111,5.478955516894741,0.2540352184406437,-0.0565634892039997,-0.1173290821507302,-0.6282634976273356,T_cells
+6321,0.84356890625,0.09838759765625,-0.1973082960957206,4.557090456111963,4.978640592655422,0.4723307395769032,0.5607700043578177,-0.37354127854883,-0.2197243277798343,T_cells
+6322,1.127208828125,0.19512349609375,3.979453118625281,1.149815155358853,5.049219395741237,3.052034750487069,-0.5361298962600252,-0.1544130319906552,4.478919817541883,Monocytes
+6323,0.90967359375,0.130029072265625,0.5446289738494827,4.600038138223916,5.631004209012111,0.7379882940855319,0.2066549894891673,-0.7836146058147145,0.2731719573106427,T_cells
+6324,0.8800096875,0.14153658203125,2.1009494099313333,4.856942649722516,5.868484455489072,0.2113823505066478,-0.3190091671790875,0.540742220766629,-1.2731904329053327,T_cells
+6325,0.831814609375,0.114456474609375,1.1068263003356025,4.49659824961464,5.110493150432069,0.5750156973814202,0.1894638809146803,0.7355143290170378,-0.6068853013244274,T_cells
+6326,0.875908359375,0.478803203125,3.874291913389887,2.022020895750273,5.070404575809497,5.481243301818355,0.4249743798149236,0.1203340818867497,4.414765163280273,Monocytes
+6327,1.4938671875,0.4837719921875,3.16087654303721,0.9998747063550976,5.025327094323091,5.431572976273805,0.252043211259324,1.018270494592175,3.0973035385373584,Monocytes
+6328,1.93170078125,0.26079775390625,1.829553544387741,6.544569673424952,6.333788070168724,1.513423108407695,0.5345299278740736,-0.1772265026748551,0.954281558113626,T_cells
+6329,0.87365203125,0.127378427734375,0.923806755473748,5.346950798856902,5.125848472025305,1.0086360195402184,-0.1657279356458539,-0.1787652200479564,0.4717588143198554,T_cells
+6330,0.82003078125,0.100858203125,-0.4004837992569219,5.447561568778694,5.569860775622219,0.9107992331572892,0.1022561078545186,-0.0675161829142123,-0.6376721510406141,T_cells
+6331,0.729181875,0.13043533203125,0.6079934169237777,4.960025323434756,5.881314298745337,0.5480817490121574,-0.0206590280776783,0.1187291545210287,-0.7126577879171316,T_cells
+6332,0.871826171875,0.10714125,0.2224893272449509,0.4278914241728219,4.238335464156087,-0.1688696705053491,3.60614384649992,-0.2290513639852623,-0.8931086373396921,Other cells
+6333,0.8165875,0.1210215625,2.5965469105504093,0.8860785671842918,5.409557056999563,0.0257435599323043,-0.3293403324051256,4.572625391056891,-0.8265710380360562,B_cells
+6334,1.25990515625,0.12823416015625,1.2853499235427972,5.118598397251164,5.614431038599112,1.5325783260710903,0.3779190826659432,-0.1216890031152048,1.1186838877689902,T_cells
+6335,1.354838125,0.716281484375,3.1050298217684027,-0.4970267916364753,4.942910436063123,4.788572097577995,2.1288749814787145,0.2415259630297853,3.355420371950938,Monocytes
+6336,0.6582340625,0.0626396337890625,1.2120293084347438,4.19466425531187,4.807824374926488,0.8992073273391507,0.5012554116070576,-0.2000262807987761,0.3558057054081449,T_cells
+6337,0.824509921875,0.123837236328125,1.4016946804938788,4.307809384217526,5.606753548901469,0.721815069787054,0.0849779996409698,0.247616544732893,1.1697055191573065,T_cells
+6338,0.86312265625,0.117931044921875,0.6807113488982537,5.6084510799505285,5.6673274229390485,0.9195589375882742,0.0814696934880731,0.7918435747471164,-0.5890574051462456,T_cells
+6339,0.5885483203125,0.125179658203125,5.033092920764518,1.75806390831296,4.925781564962996,0.124658863769035,-0.0704405338235251,5.700310282334737,1.4959509801983306,B_cells
+6340,0.837243125,0.093877841796875,4.517527848342153,2.3740685085275723,5.104531509892145,0.7055600034014948,-0.4724221453538086,5.186834829888927,1.3871335362749673,B_cells
+6341,0.736107109375,0.1029765625,4.148060746856366,1.496568036939087,4.812097144329868,0.6194838061336113,-0.2993966026091577,5.998621519350418,0.9431184594007318,B_cells
+6342,0.86259921875,0.183322734375,-0.3263114575419326,4.07800661676624,5.32432403145286,0.4051625422202179,2.262859819677487,0.4789655167335516,0.7051336742731449,T_cells
+6343,0.98439515625,0.201131015625,1.670508359545656,4.913971897867042,5.302783579468997,2.408380792210908,0.1431010460649434,0.6995629534057021,-0.4611459430337772,T_cells
+6344,0.6200969921875,0.140471396484375,5.324864779034168,-0.073496530860937,5.019576587843997,0.6434640030532679,-0.0587102961700996,5.675297219247598,0.6470251707612245,B_cells
+6345,0.660951328125,0.13039091796875,4.810886330428999,-1.5840031845624232,4.903628410856599,0.4772232706277556,-0.30431735768167,6.175056104774736,-1.7788942042760048,B_cells
+6346,1.012875,0.093996064453125,1.585596202298254,4.865105913655321,5.4992487112251744,0.6911458751261391,0.1233625965553462,-0.782792984155184,-0.1988885906126929,T_cells
+6347,0.9932734375,0.17272978515625,0.6288496682840873,4.815439331436507,5.77294274889275,0.5248465481689543,-0.1397564368146859,0.5651084911147424,0.1752147368073454,T_cells
+6348,0.906250546875,0.142280107421875,-0.4559425223812801,4.518723525633787,5.09378272317071,0.6092624341941277,0.2444416983590455,-0.3261269034800405,-0.6095869341630996,T_cells
+6349,1.028170859375,0.122714443359375,-0.1802660073883331,4.528655541078289,5.068564716702331,0.8938460824458098,-0.0621057226353923,0.2660794995424285,-0.5210193243368509,T_cells
+6350,2.71249875,0.95856328125,5.147690825706253,-0.926210824165946,5.937367005755672,5.584457416714181,0.8215442667288947,0.1112783179605053,5.181864108133195,Monocytes
+6351,1.09504578125,0.16293013671875,-0.5535995851719138,5.012117927096241,5.572672483113395,0.4171607081020174,0.3610668915033784,0.6051940484665207,-0.0678007001496079,T_cells
+6352,1.180964140625,0.489745,2.5845633260671748,0.201003767974693,4.689077213888941,5.0721656104708295,2.8506153300040724,-0.5674291378276815,2.427103398026798,Monocytes
+6353,1.4148721875,0.74224828125,3.856113683020246,-0.4646659258008297,4.969472284213249,5.589566576158453,0.4077249038770368,-0.6595953900725606,3.87051965950021,Monocytes
+6354,0.69953484375,0.168305234375,1.7035028361209712,4.833438107969957,5.486031830701331,0.7487649035687503,3.1753568046082323,0.0454295287833129,0.8113812392531092,Other cells
+6355,0.77146515625,0.16976408203125,-1.142982972309838,4.695741096581531,5.567132772497319,0.7638972868833838,-0.5673716560245521,-0.0443581834311177,0.1877497668575788,T_cells
+6356,1.075576171875,0.115914716796875,0.0252583507758733,3.927072973335696,5.661688844631342,0.4487911905466153,0.0295646089751876,-0.3481166004330763,-1.373907929604243,T_cells
+6357,0.871736640625,0.094820595703125,1.5843013234423766,5.100021467173476,5.374110237117857,0.9470355496510235,0.0819578187745277,0.1237464588992381,-0.3371757159998296,T_cells
+6358,0.7545178125,0.1500616015625,0.1942050063064896,4.112877407498072,5.150157682176281,1.050209029685908,0.00727434788892,0.3462550528873919,1.1028519327074604,T_cells
+6359,0.76827171875,0.085573662109375,2.3886782273125693,4.295005104894678,5.288972536217538,0.279766614341454,-0.6242543281684805,0.2802358126675093,-1.0977573948581218,T_cells
+6360,0.731491328125,0.09550291015625,3.949774969556536,1.449334336010206,4.866908159995218,0.1151286034083684,-0.8144219128417696,5.909984590642275,-0.4088879879223894,B_cells
+6361,0.796297578125,0.1118700390625,0.2334055617071271,4.692409722100329,5.599965298010803,0.6298460134534888,0.1126577625125694,0.1460067245157035,-0.5186376673943043,T_cells
+6362,0.765934921875,0.16477845703125,-0.5173311383496303,5.053618319582059,5.190131240807076,0.4210602785289928,-0.2324196068369948,0.3280993685744684,-0.1926310928170692,T_cells
+6363,0.860216875,0.093604794921875,0.4058157026674175,5.028529124904056,5.459563646105549,0.4765435889950545,0.0964596633856802,-0.1620778108083621,-0.7315697371080211,T_cells
+6364,0.772676796875,0.0756912109375,4.673431061195337,-0.9834756190072906,4.903233127084026,0.7642708261334766,0.6046712008698586,5.479378757522948,-1.6016232447314744,B_cells
+6365,1.75333640625,0.18327353515625,5.470668833758016,-1.5927150637038865,5.573215444811236,0.99901399806361,-0.2673709036860742,6.465494027463997,2.7299111432104315,B_cells
+6366,0.857859375,0.104577021484375,6.079962448516183,-1.7823575951141488,5.128205601564187,0.2391548549405428,0.2896626452248526,6.181485406063588,1.5725639183191191,B_cells
+6367,0.66456171875,0.22204708984375,-0.7213615353406778,4.171877200491953,5.719554111993572,0.7202848384925703,-0.2656529884943607,0.7316850911500865,-0.1306681957366164,T_cells
+6368,0.62485453125,0.1472297265625,1.9918014591158293,4.324054881282673,4.835045670739326,1.4267648008301514,0.4231119120588706,0.0136811138747678,-0.0855120351668725,T_cells
+6369,0.86676859375,0.1648438671875,1.6667119477121053,5.190250679181255,5.768834783175624,1.244921668241937,-0.0500793713235599,0.2000434879883791,-0.3843357639182788,T_cells
+6370,1.0881496875,0.137506904296875,1.095423000681497,4.12489614201368,5.036328758229891,0.5619414209013044,-0.3006490682008867,0.8442360735691449,-0.992080663897466,T_cells
+6371,1.05674765625,0.456593125,1.8075290459447493,0.8303910683745515,4.238190747309021,5.260260113305302,-0.2473404436715839,0.1440979673256441,3.4644229219672065,Monocytes
+6372,1.150591328125,0.529732265625,3.2766236382338314,0.435095139312566,4.871204020445584,5.278309433261768,-0.3189178430288296,0.6016449540875143,3.971696796399148,Monocytes
+6373,0.95037171875,0.098632431640625,4.855112086950812,0.7904305927558375,4.728125547828285,0.0787369819352709,-0.31787110035578,5.663866408951859,2.243848461829125,B_cells
+6374,0.93986875,0.10678599609375,1.5274593127047005,4.819984408994672,5.596265208015817,0.3247212847723826,0.0730555943297145,-0.3288045966860144,1.053337427414731,T_cells
+6375,3.165608125,0.30750765625,5.845499215502845,1.4582328941741582,6.054898338363189,1.3722309862674589,-1.3153360586668972,6.70484386367619,-1.2383191738480237,B_cells
+6376,0.7616434375,0.18320453125,0.1034695617659893,1.0535323768863512,4.486964126890966,0.8227102816108924,4.533782718533304,0.7434227467877061,2.4408373538311,Other cells
+6377,0.918188359375,0.118889404296875,1.4768235904369076,5.069575166183385,5.39248296688092,1.093626290805263,-0.2455038992846266,1.0121530848966862,-0.4064274772199566,T_cells
+6378,0.82933515625,0.11146796875,0.1659796056761227,5.324414648636644,5.725526024772387,0.7276645212595497,0.183306540931421,0.0925618764445484,-0.7388443670359647,T_cells
+6379,1.802154375,0.20592986328125,4.759380667007362,1.697509273256321,5.864259093795026,0.6110292840620856,0.2881609957027607,6.382663806781541,2.8134776958179724,B_cells
+6380,1.634864375,0.2388625390625,1.70358969522941,6.286233937589095,6.015154020630387,0.9648192986167886,0.21912312285182,-0.0917441790011821,-0.08995754326327,T_cells
+6381,0.8098275,0.078431865234375,5.511968398128308,0.1508113079181233,4.589086995516291,0.4074974403477606,0.0193566815417663,4.781249624956843,1.0137234138230726,B_cells
+6382,0.814662109375,0.0711574609375,3.880389103717528,-1.3221146784511837,4.955576802451203,0.3721564565888303,0.1335737265624766,5.60399936183222,2.257750290972173,B_cells
+6383,0.90501796875,0.0805160107421875,0.1444786722955219,4.73104899423978,5.085974744857846,0.5037497546995207,0.182001652177026,0.0666355854520037,0.4912282797784193,T_cells
+6384,0.85907359375,0.108301240234375,1.143803619972688,5.041359679227704,5.076832157941441,1.1316193367875365,-0.1825396897127565,0.0693520328104261,0.5725797617418134,T_cells
+6385,1.37459875,0.3915751953125,5.057457658914511,-1.6905714045865647,5.499957806115513,4.853234812195402,-0.1143960148352519,0.4853748808243708,4.712418174860751,Monocytes
+6386,1.055903359375,0.16697720703125,0.8456501808617148,4.335026085939232,5.508129559780636,1.2343712312772763,0.4656631841588607,-0.2899146137559807,1.1660818112152147,T_cells
+6387,1.07409359375,0.1223321875,-0.1557686159125627,4.567238060421337,5.516662189420432,0.1999881032327244,0.0100621725257866,0.2417949792897667,0.7306223462767741,T_cells
+6388,0.80587046875,0.12064529296875,-0.5254663736510364,4.717249565057892,5.705979041631985,-0.1879269237285093,0.0957812818564371,0.0853062149056481,-1.658091704869593,T_cells
+6389,0.96305125,0.112318310546875,0.0982440940386608,4.588704228495214,5.607190974973009,1.121367146525382,0.3543008613845211,-0.0558107465357474,-0.8827477740058894,T_cells
+6390,0.838147265625,0.17640658203125,0.8325247762592807,4.489498915500218,5.510746212040727,0.5067040347563294,-0.2160230158097786,-0.3906499421430339,-0.0262623768769641,T_cells
+6391,0.895959765625,0.1728305859375,-0.1630480035927896,0.1360792316429714,4.928546985749103,0.0267303766483308,3.531031587771253,0.0436387168274221,0.6521655303426833,Other cells
+6392,0.801172734375,0.253889609375,4.262816399773511,-0.4561503237222581,4.290003464661512,4.067585188916127,-0.424264162164694,-0.7393283303359932,2.804197744606727,Monocytes
+6393,0.970066953125,0.0831942578125,3.331401619315923,1.2718548869818176,4.466073172831383,0.5313767402913419,0.3462687948059506,5.401288986309044,1.051794677604048,B_cells
+6394,0.9700409375,0.1141954296875,-1.4732123374807915,4.92647955269478,5.5157058631986375,0.5523841254708103,0.0574194897414404,0.0883611637627769,0.7277323977351469,T_cells
+6395,1.48340359375,0.19635392578125,-2.383146489662252,7.105580855252568,5.974566111645137,2.0784209664991944,0.4245271224815372,0.4804454225946757,2.747341788979935,T_cells
+6396,0.760046328125,0.1436411328125,0.9576977801465651,4.64792636339012,5.164822592652676,-0.0214802905457475,0.108714934671348,-0.5942571013459005,0.3511782309508921,T_cells
+6397,0.58853046875,0.105415966796875,0.7384503915392279,5.218206601390346,5.152130476444854,1.2122510583232138,-0.1521278292299926,-0.3596720685046756,-1.3448785178469644,T_cells
+6398,1.43418953125,0.4971226171875,3.4428699871750195,2.1332600120063767,4.91000540108223,5.483934266210995,2.244800412654796,-0.6155052132615149,4.027199784332976,Monocytes
+6399,0.7127375,0.127628056640625,4.560440572826859,1.0475089454626088,4.950164675340351,0.3488339571185258,-0.3170699364729683,5.333548078905976,1.2443335376858384,B_cells
+6400,0.887390546875,0.086990498046875,-0.4102481477033826,4.59269790438047,5.2104029001772645,0.8949458247073433,0.1791695239346201,-0.3567849829038694,-0.3790106236947675,T_cells
+6401,0.800855,0.17858615234375,4.8791624780792215,4.632187294057498,5.778778580382654,1.0408143837432553,0.741305039290922,-0.4178226514580029,0.5348091823424589,T_cells
+6402,0.9760121875,0.130728779296875,0.6839294831603013,4.100418799061058,5.475372266761918,1.7391881046272963,-0.0130485459962128,-0.2611986383234912,1.0545481714432547,T_cells
+6403,0.812070390625,0.15651267578125,1.9958671846297669,5.273351023490548,5.772939691313625,0.9940354793747616,-0.4815184999207463,0.8983310841965613,0.6700312761859882,T_cells
+6404,1.177045625,0.124126484375,-0.4456948115826084,4.357356000601954,5.550361332919799,0.7693851557039103,-0.1223383914362168,0.0875612507275847,0.1501505278659187,T_cells
+6405,1.02617296875,0.1336206640625,1.2212992245039838,4.707269550388674,5.349463227241173,0.5508932577389077,-0.3129538510090403,-0.398411928303265,-1.4138926048678797,T_cells
+6406,0.75354140625,0.139588046875,0.1293131364949385,5.347515235969248,5.289996416819204,0.6380202395145862,0.1549008710099082,-0.2026411085644972,0.7834484402818799,T_cells
+6407,0.8302396875,0.134844267578125,1.0009206853753885,5.224137125339808,5.5038984646628935,0.6502205601744885,-0.0851327713355888,-0.1037232221238051,1.2114377710835569,T_cells
+6408,1.40548421875,0.166467734375,4.786798858134958,1.9741624891501524,5.718596123456717,1.7308732685167505,-0.0419961273417895,6.730770686689485,2.763822288617117,B_cells
+6409,1.2897778125,0.457970078125,2.9233061009875825,0.4410328385504675,4.52677195250396,5.361360175202979,-0.0113370105315639,0.3325464495694768,3.4035073450538222,Monocytes
+6410,1.33027296875,0.10194978515625,1.0561751816770977,4.336437026375687,5.330072189616677,0.5015718150736324,0.16041343320947,0.2498228906529171,1.1983801798550755,T_cells
+6411,0.71904609375,0.16526873046875,5.112788587056072,0.9233053809927032,5.246325819028892,0.9962761933265776,1.0736893113520265,6.127450563373164,2.7498692144947645,B_cells
+6412,0.700265,0.12461076171875,5.630256780546062,1.4532237537111614,4.830481232964732,-0.1640913635648567,-0.2777156806006732,4.835479219986759,1.6481108359345635,B_cells
+6413,0.824519921875,0.118084072265625,1.3268827249262494,4.033237175307828,5.0709345850012015,0.4982032969224825,0.1374143010167916,0.0347811349179371,0.7812749313269888,T_cells
+6414,0.846490078125,0.20719802734375,-0.0139288612739966,6.640120063773679,5.216330394379961,0.8169263055759493,0.4529232463201667,0.1792159005392652,1.7690061460354618,T_cells
+6415,0.807209375,0.10703802734375,-0.3418625967028833,4.179292706174397,5.457225095116541,0.7626642428543711,0.1202743369545458,-0.5843875535915359,0.628067091791773,T_cells
+6416,0.94784390625,0.13543236328125,0.1405735459973238,4.381378083933163,5.052042207227963,0.6861704286669662,0.1827333858217388,-0.3743169691166795,0.9111944589996144,T_cells
+6417,0.64658609375,0.0949658203125,-0.2612541207598805,4.590666337842257,5.013186188005249,0.3330138901660205,0.4054290740257939,-0.1965093915967641,0.252470289833087,T_cells
+6418,0.909356328125,0.061196396484375,0.7132867806689168,3.5943160392923668,4.741829034079796,-0.0737071116599027,-0.3433444513793262,-0.0890581827224011,-0.1323053087703818,T_cells
+6419,0.869005859375,0.0729199462890625,-1.0668181662180578,4.551834653802502,4.8544019345439535,0.4553182105834895,0.327705609362285,0.5000040534015535,1.4213091230727766,T_cells
+6420,1.013796796875,0.119610126953125,0.99232934927018,4.829881374856179,5.551734436404739,1.31175920863507,-0.1285990026013659,0.1071881733075121,0.1686052716757666,T_cells
+6421,0.92525125,0.1174923828125,-0.1215315947360891,4.161079080335445,5.211709541164735,0.5559313610555131,-0.0610778897700104,0.3807813929130807,-0.6057266844505607,T_cells
+6422,1.00862140625,0.1501522265625,1.265371099401822,4.094091301957295,5.1160837178103264,1.7728549591680929,1.8943163352250567,0.1279068291043866,0.0155367031095872,T_cells
+6423,0.671181875,0.106354521484375,0.525628280558792,5.376197255285047,5.379122268536307,0.3317472974193519,-0.0890705713835486,0.1600931372700852,0.3681122600499294,T_cells
+6424,0.77131203125,0.090028798828125,4.516385165538013,1.7982269857071105,5.052726646971453,0.27981322573299,0.087886857077138,5.718104542615626,1.849220459180565,B_cells
+6425,1.136565,0.12575875,1.004545500246507,4.785362467200087,5.358378918928096,0.5222644397211391,0.0677653874378808,-0.0829415020396415,0.0693799483693984,T_cells
+6426,0.6030985546875,0.137734345703125,-0.6544443499711601,0.2656997591723383,4.450721801433992,0.4347523368976344,2.996685828509688,0.8462370189118471,1.0436438454126282,Other cells
+6427,1.41558078125,0.17773521484375,0.5144756523581948,4.691263446864553,5.739439592002886,0.2937045179348436,-0.4479471802919478,0.1324985694662598,-0.5721457433069376,T_cells
+6428,0.887881484375,0.09959859375,1.3665774934230754,5.094466649312841,5.280049525047,1.3759276745086733,0.0711431222318062,-0.411803691221445,0.8355697345070529,T_cells
+6429,1.093300078125,0.08958412109375,1.3937349369068974,4.947709070541206,5.487206619986514,1.5720196857191138,-0.1315678070860111,0.1396960354239834,-0.4909686183275948,T_cells
+6430,0.812587734375,0.122063935546875,0.4390625669617286,4.781354134135693,5.482697514463728,0.4942363903153557,-0.0335086903791429,0.5803670598460196,-0.8978959528507489,T_cells
+6431,1.035348359375,0.116040126953125,-0.3854598988898747,4.5195867477547775,5.234692578764607,0.9328346613889222,0.1258993029562013,0.2379841775413589,0.2213236299056727,T_cells
+6432,0.868233671875,0.0804548046875,2.075982107569575,4.861180368569331,5.305273933902116,1.0678122217853805,0.6824188988696019,1.5122932092370538,0.1833077682866799,T_cells
+6433,1.022836328125,0.141309140625,0.9458346875472164,4.705940940239347,5.328303904360725,0.8975642197683231,3.213815153783649,0.3290757745529206,-0.8521713373431989,Other cells
+6434,1.066328515625,0.471206953125,2.7364125222970634,0.6082555615231753,4.759211680807381,4.8128930451682335,0.2060831521773443,-0.0640190955137434,3.373413239487389,Monocytes
+6435,0.829307734375,0.1722953125,0.9595819796265188,0.0919197396848964,4.660689874798625,1.501174195064979,3.9729438144694456,0.2284155366947739,0.3659541980107105,Other cells
+6436,1.264752734375,0.54788109375,3.304273247794949,1.817314102789992,4.802548806489292,5.48246868881167,0.2945509038756253,0.8214476514055713,3.824826912961701,Monocytes
+6437,1.0647509375,0.1342795703125,0.3704966487759594,5.822982979674739,5.77518988163191,0.4984522773157014,-0.000934074359026,-0.0741125060662021,-0.8015405454256233,T_cells
+6438,1.04913890625,0.141238935546875,-0.4563398760064975,4.755663229138313,5.542637910433556,0.5319857374721718,-0.023435910221027,0.1687457649270297,0.6334351138226091,T_cells
+6439,0.921040625,0.1219961328125,1.0442204273542552,4.363707303683609,5.05095386536224,0.9247065451244938,0.5508586556958504,0.1263941911923337,0.505526140009081,T_cells
+6440,0.826651796875,0.088900615234375,5.156990734324157,1.0199716418453402,4.745880923845451,0.4478024088041781,0.6016274926993429,5.738112591432594,0.8060753204957163,B_cells
+6441,0.989001796875,0.0639730615234375,4.468809216614723,2.1901968862530734,4.738736778775023,0.2845104133408346,-0.6731362266940562,5.318811016040518,1.4922416499595268,B_cells
+6442,0.969415078125,0.162947548828125,0.5428085917561043,0.6719943638231247,4.532952923134157,0.1298776625547079,2.9373969800955337,-0.4087878284451881,-1.0006133790559888,Other cells
+6443,1.0964065625,0.15924732421875,1.7588358915730793,4.921218038196043,5.86911114973826,0.383610102599665,0.5891836023865519,-0.3749114497706463,-1.259228315993079,T_cells
+6444,0.705633515625,0.124507548828125,4.946107712964883,2.5229742378750792,4.804151558207567,0.3455775051503792,0.4706506507653657,5.387882743992437,1.1212979824407936,B_cells
+6445,1.43962953125,0.204228203125,6.31854118495664,2.4345717758285232,5.482983500362813,1.032062210875162,-0.3825331435356947,6.439629133535645,1.9657998356278128,B_cells
+6446,0.887606875,0.122115546875,3.9641908899746703,0.8861072011741296,5.226390374427102,0.4917409373474548,-0.7289689380957243,5.404185805013855,0.2680627575959722,B_cells
+6447,0.8310028125,0.10058576171875,0.9667310543291696,5.116457256181111,5.3388257884461146,1.040857685727309,0.2990831437176496,-0.4940273686433115,-0.5659619550008794,T_cells
+6448,0.7064028125,0.1246827734375,3.960439193843537,1.688160080884115,5.160010134727362,0.5349946804045559,-0.619093846691976,6.217809101050513,3.532927340286228,B_cells
+6449,1.91743203125,0.156852333984375,4.804775241973094,4.719276018455432,5.981303687994833,1.3196642513590535,0.2103238353838947,-0.6296027561469124,1.4456839107209407,T_cells
+6450,0.9480240625,0.15967880859375,0.2357725130988175,4.08493336076322,5.019156302395912,0.4495879286793952,0.0626651671699677,0.0688599094596736,0.1766334607615462,T_cells
+6451,0.82449984375,0.09159685546875,4.990955056508984,0.1292374814015941,4.464358741237584,0.5548743618450276,0.4348101865716923,5.458523242007606,2.1165917357746347,B_cells
+6452,0.760707890625,0.12306310546875,0.1464910295265011,5.357982073048182,5.081748162046537,0.4664762213929458,-0.4148760766768555,0.224895812221504,-1.3713650775360846,T_cells
+6453,0.970128203125,0.13516412109375,-0.4977163037190869,4.748281081004378,5.17012052729836,0.7895622835421363,-0.4911648782282468,-0.3902331204246665,-0.3973797483162882,T_cells
+6454,0.927940703125,0.127470234375,1.268306007227271,4.792116389316584,5.652243097705377,1.5108115645699831,0.1253333205293697,0.1959102616426403,-0.1266547741640866,T_cells
+6455,1.007525,0.144268232421875,-0.6516462356079448,4.199549116769501,5.313697748499146,0.4714157504496317,-0.3480424139187325,0.0797335165390834,-0.1114702711028166,T_cells
+6456,0.478201953125,0.124767978515625,0.0881088623377952,0.7835231482870003,4.969808820288965,1.81224119377738,2.654223457874825,-0.2605697519960674,3.0800538591304374,Other cells
+6457,0.771819609375,0.136201689453125,-0.4143910769529493,4.20258448096228,5.369158356546705,0.3853975189145092,2.491581237612001,0.2666255133683838,-0.4281405239348969,Other cells
+6458,1.076117890625,0.1562882421875,0.5717376646352854,4.87088875801406,5.387861848171949,0.8008654652688525,-0.2676301219174631,0.4779969726290549,0.3242592522398382,T_cells
+6459,0.9542975,0.1094864453125,1.041974934509009,4.90189582401194,4.830925138991934,0.5676587998611619,3.548062490660825,-1.2313847890664442,0.9829860732882636,Other cells
+6460,1.186463515625,0.111814833984375,0.0960125923240067,5.554527290974614,5.482078510227975,0.5390893896802247,-0.1380716837585565,0.6964069171341521,1.0602733994707212,T_cells
+6461,0.94859,0.117804423828125,0.0211594797868867,4.089844979627816,5.077626026108496,0.4639690230129547,-0.0853355800240747,0.1617204598408826,-0.5403479185305039,T_cells
+6462,0.934062109375,0.104040537109375,0.0435472185821639,4.472395224758577,5.208262378719728,0.2026740002639037,0.2647018216865572,-0.4650193694866154,-0.3542007823103946,T_cells
+6463,0.895231484375,0.132169619140625,-0.2589423880979099,4.990138819759934,5.569289783255464,0.942458986796314,-0.0486985085399912,-0.4886535818332984,-0.5913752363114072,T_cells
+6464,0.79556015625,0.135415556640625,0.7601326884076882,5.0936728418910215,5.0635585957199245,0.6086528606651047,3.326071228089747,0.2129332218042329,1.1793929159729677,Other cells
+6465,1.35389328125,0.4947385546875,2.675484021072437,1.6743404929526111,4.692300253595849,5.317056700833355,0.496398869805553,-0.8226396380886816,3.4455521144550927,Monocytes
+6466,0.83159078125,0.16902056640625,-0.2398196446064398,0.4949304190179385,4.9600942258518295,1.0104222966484615,3.454604282536313,0.4760741594742841,0.2316018112594858,Other cells
+6467,0.925593203125,0.14876837890625,1.352481105301949,3.990876643102041,5.037861004270438,0.5042544486242806,0.1422108946413063,-0.3461281947206773,-0.4303758354585766,T_cells
+6468,1.00215578125,0.107627333984375,0.9392413424230592,3.985736955510915,5.356478910319807,0.0649226322573225,-0.5734126633127081,-0.2470384656099268,0.2434772398990327,T_cells
+6469,0.995051953125,0.121922314453125,0.6766151353042628,4.588035858111688,5.386428814263184,1.0507030931176158,0.4556556004888801,1.081322660660857,-0.9732266746111944,T_cells
+6470,0.7655790625,0.08376015625,-1.2058520921794431,5.134041771933583,5.010488756923187,1.1316830512775868,-0.213702463592358,0.4826399486968468,-0.811243287378327,T_cells
+6471,0.8907615625,0.14485033203125,1.2687875661303154,4.833252629891216,5.50831340357262,0.4295228679421498,-0.4533595786691338,0.1500128427039738,0.2735063500043835,T_cells
+6472,1.1194853125,0.17784923828125,-0.1177967861738424,3.900053569913808,5.53328609900331,0.6947682244474988,-0.398511162860387,0.1610862790461522,-0.1524052526750424,T_cells
+6473,1.143721640625,0.129211728515625,1.2788924679486084,5.029553138705329,5.668583564130127,0.9570504795282212,-0.2120221505310985,0.2576561526716938,0.9414455300163233,T_cells
+6474,1.40649765625,0.4188242578125,4.538795889246402,1.118796507446234,4.836196538938779,5.233852851418978,0.1471948719140087,0.2584452027330032,3.3895918429472784,Monocytes
+6475,1.05680953125,0.10316859375,-0.818365055289004,4.667031679699907,5.544345507156437,0.4003324809769987,0.2007069803852215,-0.5440669016920866,-1.5906670973562909,T_cells
+6476,1.249584609375,0.115983720703125,0.7941977839140271,4.336429952539734,5.121051126712376,0.5666638430514608,-0.4586852620331246,0.0802737262959233,0.5729491674212013,T_cells
+6477,0.84335765625,0.1190736328125,1.0266106940027666,3.578413080591832,4.647902245919229,0.6317937334728253,2.233003191905828,-0.0623285983784703,0.1410130353726411,Other cells
+6478,0.637915625,0.134674443359375,5.054219270740667,2.5053007773774776,5.04652646270025,1.2188281588000247,0.4408326101437841,5.352153585942155,0.2271155630951498,B_cells
+6479,0.9675140625,0.11553064453125,1.807819594914192,4.820354618266257,5.099367879728056,1.2065633301622651,0.0770808657415297,0.6969105297768066,-0.6496824023668549,T_cells
+6480,0.8270221875,0.132091015625,1.109431587590772,5.318647625151019,5.505073126018628,2.253798785802489,-0.2529868690099447,-0.1021913198727249,1.330595416796313,T_cells
+6481,0.717981171875,0.091063974609375,1.0329986389294294,4.800451590525698,5.439797513665836,0.3667223794456659,0.4555757068871499,0.250699319130823,-0.1811519403686981,T_cells
+6482,0.66259234375,0.129490166015625,4.665481295211738,1.7198131975264737,5.0322997072052456,0.4448365117601037,0.1447462550740934,5.7889330268059,1.9632170305219905,B_cells
+6483,1.071825703125,0.14736654296875,0.9334971099694216,4.245411179958524,5.349789965827081,1.4604776356952889,0.2084917617800433,0.4383637018158892,-0.447182985199096,T_cells
+6484,0.75380375,0.150887939453125,1.0583379491714533,4.848326765216656,5.12262714439765,1.0269483984402767,1.4118669318491472,0.3250446940020578,-1.0710809266573649,T_cells
+6485,1.01267046875,0.093380361328125,2.122044745252885,5.153335547436385,5.5487549659952204,-0.1023904164874313,0.0226273855006854,-0.3447819604293118,-0.0600817289490235,T_cells
+6486,0.67162765625,0.111741611328125,0.0536463499488305,5.194807149953871,5.253626842337918,1.2027418679887618,0.4146207779061458,-0.1984209922121161,0.3909720662700516,T_cells
+6487,0.900243125,0.18584015625,1.6366706516366192,4.098397342663278,5.024363323483339,0.6953735496023199,2.9337103541284018,-0.66852108833762,0.3866904041359675,Other cells
+6488,2.2020490625,0.356281875,-5.79932214925938,9.256607092222222,3.4060936559427786,1.9427086875335629,-1.6263677852279723,3.563598344474163,4.060588810147294,Monocytes
+6489,0.812850546875,0.149076240234375,0.7153093984663789,0.6439394426888703,4.61146816956836,0.276139629346816,3.872886967896053,-0.4577387829034873,-1.2037746955828477,Other cells
+6490,1.29402828125,0.58815359375,1.6643181125205908,1.969368874966246,4.641730724945013,5.339405338264822,-0.27312908679269,0.4164133110788028,2.686522371054774,Monocytes
+6491,0.96259296875,0.08606994140625,4.016807489047072,0.605571752343433,4.57348987881036,0.0474251905142033,-0.6449097786580321,5.64796922732133,1.9853069311806724,B_cells
+6492,0.72876265625,0.131178857421875,-0.0235175694522335,4.5197349754875065,5.418155377777681,0.7756860730528566,-0.4179244094651513,0.3252387630819388,0.4122095288570074,T_cells
+6493,0.8415421875,0.10774794921875,4.96232314480861,-1.5194931993920926,5.062425670391848,0.4370544641869414,0.1068386225083591,5.256584316743281,1.6010557647605528,B_cells
+6494,1.023170859375,0.10966767578125,1.3894655845639996,4.965267802288119,5.778420966619333,1.034249826994892,0.1776005592410346,0.6697156427335293,-0.0816757316137393,T_cells
+6495,0.76416140625,0.10537935546875,5.023467387440742,2.2860949692509704,5.074990762483001,1.7891136903916272,2.1731933343047047,5.516950872183428,0.566807159381201,B_cells
+6496,0.852139453125,0.16494828125,1.6207895540735138,4.726657022210884,5.680479870534611,0.8499346228829328,-0.1167853036505388,-0.1929015395370682,-0.9603625223031426,T_cells
+6497,0.738438203125,0.106526142578125,3.893961461381308,4.987313309679879,5.234321758343206,1.62165247876788,0.1001768967915612,-0.8877762006298229,-1.0330532357869318,T_cells
+6498,0.988776796875,0.127574658203125,0.9917801402296672,5.137423347115093,5.372265818687354,0.674175445727379,-0.0185072412781615,0.5180974017178799,-0.5157211411398294,T_cells
+6499,1.01160859375,0.11224150390625,1.2031568511279145,4.93550094632306,5.446756587433686,0.5394940681398106,0.3012038761703667,-0.5801400987061691,0.8179231149938692,T_cells
+6500,0.5947330078125,0.097294208984375,5.367852972013501,0.7275304861045515,4.960493880047977,0.8234957610565592,-0.8732525488446987,5.834144649397789,3.582842633602895,B_cells
+6501,0.897658203125,0.13756931640625,1.1239330353501322,4.201753158050321,4.761462965961538,1.5285446373641027,0.2048235979016451,-0.1489509205774888,-0.1126403297150785,T_cells
+6502,0.743773203125,0.1463295703125,2.2312911869841985,4.352103608804353,5.1718824754147175,0.1481212576958573,-0.3481818290752868,-0.3111230691800211,0.4264365861865054,T_cells
+6503,0.9434084375,0.201610859375,4.441850669320908,-1.0074469588219093,5.377237748923228,2.0747468913058014,0.7083230643934475,-0.3939016156693615,5.295569321276974,Monocytes
+6504,0.9538840625,0.086170751953125,-0.1596201015766566,4.280397814955466,5.192389915647077,0.9217382499291767,0.3928275478074334,-0.0070797479468036,-1.1051666350084246,T_cells
+6505,1.122275234375,0.10647994140625,0.906221868865711,4.90924263664322,5.615766571276199,0.2388894667172211,-0.1212097705035702,-0.7067477609091645,-1.0767108579986175,T_cells
+6506,0.7579346875,0.133381826171875,4.642182040529048,1.5671962931204242,5.262020095724267,0.3032531729128628,0.8191695857083726,5.224441110316392,0.2093753782599266,B_cells
+6507,0.7960459375,0.09431291015625,4.876359336847879,1.974960186821508,4.941412173657231,0.5837788891680924,0.4984964193427307,5.477147102816479,1.9119633578505324,B_cells
+6508,0.951049296875,0.1539250390625,-0.1410024565619186,4.6214510686531804,5.248292943783313,0.6140789831678135,-0.3060358356306678,0.2267880282232303,-1.072124626475941,T_cells
+6509,0.81000890625,0.141097900390625,0.9777826034858246,4.928966449044963,5.4789701705255816,0.1278893772573403,0.4285151085792899,0.3735910067380956,-0.4945982914501788,T_cells
+6510,0.83888625,0.2092087890625,0.9880974991199536,-0.5694152351942507,4.840605278572182,0.674069011770508,3.893040723727364,-1.7055173457453714,-0.3475461057139367,Other cells
+6511,0.738689765625,0.18344455078125,0.2668639109790459,4.419163753798324,5.6476977168302405,0.3267597928971503,0.0843294771916371,0.4343427332636093,-0.941446339796752,T_cells
+6512,0.98776515625,0.118161494140625,0.6806315185582735,4.600542935712701,5.280084732256764,0.6890834285149852,0.0417415283282561,0.6733515812335906,0.7047318815947029,T_cells
+6513,0.956612734375,0.11726494140625,-0.5055780588352786,4.570283026832387,5.625812386087943,1.09885571591008,-0.1801654310447299,0.0339230501679117,0.2955855426601441,T_cells
+6514,1.17008421875,0.115470048828125,0.9288280328461728,4.395045322717669,5.3518518661321925,0.8541827565492682,0.3556476763524962,-0.1996178767699486,0.9918816229883148,T_cells
+6515,1.086778671875,0.109425224609375,1.5966651353156485,4.73134084846862,5.804725957713302,-0.0677691766038752,0.1613683751482618,-0.310113152546192,0.7174863551238598,T_cells
+6516,0.650272578125,0.14987796875,1.6709211066146543,4.945960048293569,5.692190529302936,0.3541007078939141,-0.3901019000126949,1.2324497279339814,0.764135525636459,T_cells
+6517,0.976410546875,0.094831396484375,1.380559842121785,4.279383996831056,5.083948458914411,0.7358832798416761,0.2875947130304078,-0.0188503211261924,0.5588239048153336,T_cells
+6518,0.90725015625,0.23420826171875,3.522896375000414,0.057271585212303,5.0629841085396805,3.279832931987074,-0.5579446617654763,-0.3015638573370074,4.850346609559442,Monocytes
+6519,0.90196140625,0.1147103125,0.5670502914232445,5.18615878638516,5.457125312561496,0.1967534921741404,0.3303040101650727,-0.3368050108004572,0.5800358862411148,T_cells
+6520,1.099768671875,0.1225458203125,0.9321705985618972,3.975362667569894,5.086673100289638,0.4703393145999186,-0.4484245672370872,-0.0639693019554294,0.5607197774319087,T_cells
+6521,0.535633515625,0.131341484375,3.6697379581730063,4.621649997398974,5.3709262974198175,1.971989738154759,0.3076340207151071,1.0613470153548554,1.0380656131395154,T_cells
+6522,0.69558703125,0.20932322265625,1.0613925363815009,-0.0262880782120146,4.082254514777414,0.2254598555311125,3.024725357422703,-0.4524065918440719,-0.4024079245039444,Other cells
+6523,0.88273359375,0.103766884765625,0.7635245586445017,4.470646806947257,5.186300195430273,-0.018153209902557,-0.0983198557683284,0.263295484906005,1.4687589583459697,T_cells
+6524,1.05151234375,0.16688419921875,1.443549010092673,4.201461503475675,5.079327165485859,0.53761943497336,2.880251195751316,-0.8006725648792352,-1.0942454797808132,Other cells
+6525,0.752711640625,0.13714625,0.1598064733612725,4.267056072531526,5.141309927631202,0.7120038941001933,-0.2261476069165185,-0.2023884251518581,-0.1033150034195577,T_cells
+6526,0.867018125,0.141595986328125,1.1493437943656215,4.640263058920115,5.73306142226767,0.7766059164886285,0.204424451088688,-0.3412131989399148,0.8020369720305512,T_cells
+6527,0.93741203125,0.117848837890625,-0.9271571895616596,4.850722030599581,5.631458089863925,0.3343352211752021,0.118507120512609,0.2961141861484809,-0.1806515242120414,T_cells
+6528,0.80255734375,0.135763623046875,1.1386116689501873,4.646140785277408,5.569390152681763,1.2481693454336615,-0.5988413738353305,0.1766996097473201,0.0093330791665892,T_cells
+6529,0.896059375,0.0947371875,4.908122970906113,1.302624457406041,5.0939016391035645,0.3349940288489674,0.5042428396925416,5.7657950742622335,-1.3630060190818718,B_cells
+6530,1.0312896875,0.1735291015625,0.4046606876491108,4.636393052937719,5.556107060194723,0.6947699153666365,0.4094660941797431,-0.5894685416713421,0.0851779168923513,T_cells
+6531,1.284963359375,0.5068203515625,3.637699617833167,1.5963674528442988,5.111105215592283,5.371783607146286,1.9153885496588616,1.3215729927464237,4.140978758886704,Monocytes
+6532,1.5440990625,0.14532681640625,5.5915668883782566,1.5780687914813794,5.652222956722185,1.1586255651278423,0.1640300453173648,6.095794684776012,1.910396219924354,B_cells
+6533,0.612438125,0.271606796875,3.751199971619158,1.848343082220184,4.270833085438734,3.015583566848641,0.71593207048032,1.066352330414998,2.9064001470251712,Monocytes
+6534,0.825837421875,0.117510380859375,1.241353245227334,5.3493117348295245,5.419905405622299,0.3201968908619589,0.2338689715756608,-0.2645617168886763,-0.8320777030973524,T_cells
+6535,0.9510821875,0.0817942236328125,4.286591958050393,1.574123681493126,5.014011916459251,0.77664203642199,0.3303209499204348,5.37851597587953,1.3197546930217574,B_cells
+6536,0.7825884375,0.088828603515625,3.774799998898872,0.3634691753833834,4.7827302477226095,0.3604614159690061,-0.6594038012074082,5.323454445069482,1.101981864143134,B_cells
+6537,0.614887890625,0.11641099609375,4.210960786077301,1.2795830208732908,4.620767971346425,0.2185249190422739,1.0289900543650612,6.003551548053897,-0.6635054483246168,B_cells
+6538,0.6506633203125,0.1227510546875,1.0302734162705924,4.929667527202897,5.481649620646647,1.8567412799175715,0.1342570967965408,0.3932022411047902,-0.8634592501521989,T_cells
+6539,0.94083609375,0.09278865234375,5.383413112403224,1.728771635983585,4.692223102861224,0.1668211599384221,-0.0955850225163977,5.493352227511947,1.6883752553681253,B_cells
+6540,0.797814140625,0.08605673828125,-0.8848366738758517,4.8106848137366445,5.161205949820012,1.1639228572929017,-0.1197513640680293,-0.5525382252180793,0.1017274901797215,T_cells
+6541,1.0805846875,0.15354158203125,2.645048722111044,4.242295260021823,5.386010198239105,1.1546335615386314,-0.0147058010764884,0.5291004739323886,0.1500645882802686,T_cells
+6542,0.9759296875,0.142290302734375,0.2030243175647721,5.216204484542978,5.776500998077566,0.6057484091227675,0.3952957462571638,0.0344234816193328,-0.0032450157767693,T_cells
+6543,0.747452109375,0.08195865234375,1.1730116189217932,4.357692615330722,4.728457966966676,0.5232083127556261,-0.1928001736937618,0.4929226903937362,0.6732460525922199,T_cells
+6544,0.802100546875,0.17129673828125,1.011064022008374,4.251481700553464,5.295180969704323,1.1674647993203844,1.2234255964587986,0.4671444623475028,0.272549325510892,T_cells
+6545,1.003141171875,0.094245703125,1.0763329778683124,4.989647307163319,5.564338784930175,0.1511303934617783,0.2731186241743905,-0.0623246317352464,-0.9036750724468208,T_cells
+6546,1.111190859375,0.085981728515625,2.3349754990715565,5.447677419077589,5.533559783141428,0.5680019525372004,0.3440552835793966,-0.6179637344064257,-0.4892583968410833,T_cells
+6547,1.5836634375,0.49371671875,3.006677577937078,-0.8115507400736912,4.680231083901501,4.973156312316804,2.742379870266701,-0.6119548652016765,3.559094189590559,Monocytes
+6548,1.2674778125,0.114643095703125,1.54921897292354,5.128451105320325,5.254699180648202,0.2074748903496701,-0.0860532005225957,-0.0736211729518772,0.275806544514275,T_cells
+6549,1.14756421875,0.138975361328125,0.1823973303134247,5.0916436518887584,5.272214094049372,0.8975437763194553,-0.1127636525304336,-0.0972293585961793,-0.8739564439706875,T_cells
+6550,0.697446015625,0.148998232421875,0.7895746951478024,4.821171224108312,5.542540136230133,0.106428445853269,3.1399169219038883,-0.4398513275623965,0.2791778239764004,Other cells
+6551,1.34972828125,0.381729296875,2.98748569291171,1.63802215232919,4.72419136925056,5.1082650052259,0.766201029917398,0.3139645224728422,2.514570007507485,Monocytes
+6552,0.9372271875,0.130995830078125,0.4019418383852728,3.637709268672764,4.796084141661154,-0.0165386082556595,-0.570936476943173,0.1891223934170598,-0.6097612251095823,T_cells
+6553,1.12185140625,0.093296943359375,0.3832149671475557,4.041395651174344,5.413821595651875,0.1718762011103352,0.1126496051110131,0.058425397509703,0.3291102156204005,T_cells
+6554,0.924167578125,0.1253020703125,1.980749158055836,5.442898206635631,5.645966738315685,0.8035487943745141,-0.1110834688577069,0.1968382620495642,-1.0637276273137024,T_cells
+6555,0.891888515625,0.15576615234375,0.540415700935415,4.179429646077732,5.290130462871163,0.4400336386958092,4.104713723898754,0.0136055159395896,0.2919344352448364,Other cells
+6556,0.934558203125,0.09571775390625,1.967971306593266,3.942876874287301,5.36311389292182,0.5645852620649322,0.1156549744588699,0.0899340352594795,0.2962345678338977,T_cells
+6557,0.868239609375,0.09808333984375,4.56911572632631,1.3154246672005483,5.105775215037022,0.4453472831646642,-0.452153717642365,5.764012883864215,-1.1078530922033631,B_cells
+6558,0.872901015625,0.124196689453125,4.960499475644189,-0.2829306188825012,5.097858427635956,-0.1904110476840859,0.2719089483015202,5.238697026491414,2.494202962437984,B_cells
+6559,0.677346640625,0.16652654296875,4.867074864169958,1.2988464248931932,5.549400987906979,0.4741139053308981,0.5975966104705565,5.773299396891252,-0.7805895901576019,B_cells
+6560,0.927711796875,0.1329275390625,1.2750114823895278,6.045408189970404,5.533301772029772,0.2888405801477766,-0.2078215768065254,0.3999557322305385,0.0438074080870495,T_cells
+6561,0.84417671875,0.3038859375,3.820924604449601,1.439883907984459,4.586327258173126,3.9387324253581295,0.7092607648185101,0.0748047309547143,2.2873061653944857,Monocytes
+6562,0.830155,0.108624697265625,3.9688823446527928,2.1146006774833377,5.3137090028086815,0.4760220564020583,0.2057928920325099,6.614068300526471,3.377081527367672,B_cells
+6563,0.777595390625,0.135580595703125,1.0576459944076555,5.813167986234714,5.575929009096101,0.6916386904661778,0.1608110090140663,0.248139383224719,-0.7889402707764736,T_cells
+6564,2.05702078125,0.984748828125,4.255246362495239,2.7197629735284745,5.53692182231806,6.105311329830526,-0.1061640728718846,0.9520848152755058,4.722511611536092,Monocytes
+6565,0.909040546875,0.134349775390625,0.7983997277299337,-0.5929339745084145,4.251300525398874,0.3612066069480482,2.749845187716062,-0.6301310434111907,1.109072686418371,Other cells
+6566,1.4230046875,0.25184833984375,5.014186971907198,1.3563520844861623,5.539203872821296,4.478447861018618,-0.4281356052578939,0.2440602986860386,4.958748304335604,Monocytes
+6567,1.04724890625,0.21050359375,5.214352482720344,-0.4823116805788232,5.357460208578577,2.603622245581366,1.7360048966192023,1.3693020468236443,5.043652330751047,Monocytes
+6568,0.9237753125,0.100357119140625,-0.1054808547004088,4.223939235946909,5.184420995034974,0.4828884801631419,0.088565511013606,0.1176245448084232,-0.8521843693541314,T_cells
+6569,0.51999578125,0.14249673828125,3.607453530646927,1.0841201012713393,5.076052693839845,0.704446514720258,0.1333860830605799,4.659835886394129,1.895145846956636,B_cells
+6570,0.8011890625,0.0769094140625,4.331089897715534,1.2748079427698886,4.875186815136592,0.1238521116848066,0.8189546710331118,5.652829463041612,-0.3679909812782418,B_cells
+6571,1.112914140625,0.117809228515625,-0.2431741815057595,4.528504821659163,5.220162221357176,0.5644221043980164,-0.1943267825782091,0.439019025895465,0.0225224162061321,T_cells
+6572,0.7742021875,0.137680947265625,0.1813087322741992,4.4899689034436205,5.42356133481896,0.5557911313444641,-0.3208563906987791,0.1295168741859365,-0.4621581535856615,T_cells
+6573,1.90449359375,0.24002591796875,2.4158281887012305,0.9537708004595632,4.17542548709129,2.663144504357895,0.651530625631413,0.6548284518107081,3.830491688554362,Monocytes
+6574,0.676965546875,0.1211523828125,4.831881051771632,1.116598731610395,5.33617123423673,-0.4504104370953081,-0.2378087303987346,5.727910526690869,1.618360243353958,B_cells
+6575,0.683836015625,0.21687837890625,0.1950709139359508,0.2378989890248551,4.738985869229291,0.5394132650568788,4.298637378286275,-1.3180998187340585,0.527890643603353,Other cells
+6576,0.802274453125,0.17336828125,5.94343687557682,2.608647402698175,5.060997056701731,0.8239365587438794,-0.0794290482262269,5.8184705401878,-0.0657290453282974,B_cells
+6577,0.6037527734375,0.1520233203125,4.834811182097218,0.4998810816777743,4.806264621038266,1.0220289952550936,0.4422309530139835,5.829724900767086,-0.7516067040425711,B_cells
+6578,0.650076953125,0.0854122265625,1.2351403727770227,5.009266287270835,5.140492313697092,0.9090843460458572,-0.0921859442600071,0.0539792331233647,0.4666623912740409,T_cells
+6579,0.694823359375,0.12528107421875,4.004702498086957,-0.5649708847313974,5.4361133993853645,0.7795996693317987,0.1622849613114982,6.190563019331906,2.335999080091615,B_cells
+6580,0.85675125,0.133230595703125,1.1978426246305611,4.869208453056082,5.797701824410125,0.7378725254975897,0.6240999275567545,-0.8705120886042182,-0.189367548619091,T_cells
+6581,1.035858828125,0.11773181640625,1.426789064626439,4.376824096376626,5.33295359636332,0.3614700469581169,-0.3113955568968496,0.4989142399086334,-1.4362235256573763,T_cells
+6582,1.291702109375,0.10164853515625,1.0877760294429668,4.712537515742919,5.541046231783044,0.9009790453993184,-0.912141575917672,1.7002742421431492,0.7818502499650738,T_cells
+6583,0.76335828125,0.0853294140625,3.914895893451063,-1.200479990797057,5.209017606262735,0.8521676150154143,-0.512277171441623,6.066655757332434,1.8243277011382704,B_cells
+6584,0.942822421875,0.14676765625,1.3341491104465764,5.305873670841357,5.34195051740012,0.7461712335136358,-0.1097783106955831,0.544406026320069,-0.3970074485317353,T_cells
+6585,1.060831171875,0.3896862890625,3.8108388534134487,1.1684219189817022,4.960774718523636,5.125465138584207,2.611551011835853,0.1181622428698912,3.5507930633500155,Monocytes
+6586,1.191865390625,0.118741787109375,0.2752868341163684,4.994645704389201,5.39077472466888,0.801580196551674,-0.4234406390210001,0.8055026309895585,-1.4334248386139643,T_cells
+6587,0.954978359375,0.09505703125,-0.5298364275905825,5.484725699732028,5.634986770128656,0.9503775664502518,0.078704121871663,0.0150115221709276,-0.1962092882989508,T_cells
+6588,0.7291634375,0.10243646484375,-1.1788963019173244,5.343453140258678,5.142978258153372,0.6292153344677858,-0.0288623988365967,-0.4008631772443412,0.427970365040985,T_cells
+6589,0.639884375,0.136843798828125,0.2633924974138114,4.950649043478556,5.558404978898641,1.3341136389873405,-0.171416409492187,-0.1260016959907576,-0.4157615333055912,T_cells
+6590,0.844131171875,0.125356083984375,-0.0493639359724067,4.803427009710313,5.480980912723625,0.1753691369029001,-0.6968340296352937,0.0720855375501387,-0.6875602883479177,T_cells
+6591,0.895316796875,0.17099068359375,5.369096974427419,1.4628405521200345,5.556620770022385,1.0559415690837124,-0.0266378522787971,6.058193705396856,-1.0835198945028737,B_cells
+6592,1.02887578125,0.131949375,-0.4708248286498149,4.373499700726421,5.32167390387821,0.9128913443701994,3.3495601155660704,-0.0178610279671742,1.1781185674963324,Other cells
+6593,1.08271125,0.097630869140625,-0.4833657617987065,4.640078012591283,5.457111481224521,0.6704913959419629,0.0040923157602623,0.3210208360917316,-1.3628446562424363,T_cells
+6594,1.247673046875,0.11138515625,1.0468292955346006,4.237501225955938,5.404684658227228,1.99584081929682,0.2680565858123705,0.5560541178393189,1.600220204865638,T_cells
+6595,1.0670925,0.096479873046875,4.776453488631689,1.7876399339515932,4.911555446089789,0.1398735412006082,0.3398738493419873,5.70703484780388,1.328484633296578,B_cells
+6596,0.66183203125,0.13697521484375,1.4355737196040397,5.199679317537024,5.516477337703363,1.6587691623460117,0.5114756808969254,-0.0933263634349724,-0.0016578668201501,T_cells
+6597,0.77038734375,0.082718974609375,0.3434751501994817,4.437187793351844,5.396626298279361,0.8005517461947153,0.4683788566291014,0.677679415050576,0.9353112677329602,T_cells
+6598,0.75881,0.096617890625,4.549622063545046,-1.5689231659383267,4.655089284192642,0.1601580409046968,0.0907506530713003,5.345308703030536,1.647201970973788,B_cells
+6599,0.97632703125,0.14015935546875,1.821888906216125,5.053185302954828,5.554515833613338,0.6942071120607094,-0.1846551291508892,1.6019769333086786,0.6123839967182285,T_cells
+6600,0.988380859375,0.1463205859375,1.9227967323714683,4.930703992595012,5.8495345295917005,0.7311334448393336,-0.4289661184608079,-0.2282558820706844,0.5946031601106057,T_cells
+6601,0.992623515625,0.17291640625,1.5245969383436224,4.795757010756852,5.656816904269872,0.9371368777811492,0.1956979886330096,-0.5405529127614654,-0.6573168352916523,T_cells
+6602,0.9007221875,0.1538782421875,1.615156437961205,3.9898183389942217,5.029088531163798,0.2370248879476491,2.7920938193099496,-0.7780457384880527,1.1665982791077458,Other cells
+6603,0.8748271875,0.130925009765625,0.7632278027970626,5.657522872933604,5.648908554646151,0.7559039176701,-0.4046662419187709,0.0691315158202007,1.5532885264345695,T_cells
+6604,0.926422109375,0.144126015625,-0.0657703056670187,5.070869783052431,5.36931645817378,1.049753740402544,-0.5147430476208181,-0.2230415386922736,-1.0391492492921808,T_cells
+6605,0.889961875,0.12819095703125,0.3895170342760559,4.378427566335284,5.155288196549887,0.1927488801230162,1.2478675016965184,0.2744699096085599,0.1886857024683206,T_cells
+6606,0.9717846875,0.12098255859375,5.103161379417041,1.7311004758532995,4.920639492372468,0.2349846013568704,0.1628012304609305,5.863276422564131,0.9520412664312532,B_cells
+6607,0.950230390625,0.08473111328125,0.8681923459553711,4.255747567291707,4.917344531070593,0.4507821775050993,0.000691647834965,-0.2706666719908246,-0.1195124955996254,T_cells
+6608,0.833709375,0.141354150390625,1.094920672276301,4.73065386192436,5.458863786834492,0.6754694817409856,0.3072893604654971,0.7703857512426725,-0.2093678850179851,T_cells
+6609,0.834438125,0.20667234375,1.190495396947767,4.271610127704915,5.301555132047797,0.555465960211588,0.2074844964155348,0.575446725030923,1.193012315465212,T_cells
+6610,0.74014484375,0.11370814453125,4.75338496662099,1.9864803289801976,4.90971737440048,-0.0549850203633504,0.3689970893852982,6.215645358829509,-0.2425817278717183,B_cells
+6611,0.91225390625,0.276752890625,3.672035338038021,-0.2536744552753853,5.509618527019456,2.129543485656688,-0.4332082780063344,0.4320000303661274,4.582529450725788,Monocytes
+6612,0.973494375,0.12518205078125,-0.4664947618691253,4.240611745991354,5.400458005307524,0.1930967740883439,-0.1794003974967029,-0.6121934996794527,0.5321865314155704,T_cells
+6613,0.97292640625,0.133833095703125,1.036744379523439,4.072215654165367,5.113279724005991,0.6357532605834959,0.0317452102127192,-0.0136488356435609,0.7630003861442447,T_cells
+6614,0.956560078125,0.109553056640625,0.0807812334573764,5.7087596598614105,5.5035613505321415,0.5220573114104734,-0.2617024558419843,0.1742425545702037,-0.1945349093863334,T_cells
+6615,1.1590171875,0.159316337890625,1.8047681945066711,4.480334625324796,5.304475370686165,0.5754585677358263,2.304034901716772,-0.3407615304880584,0.0424040414787915,T_cells
+6616,0.8095134375,0.19499166015625,4.184064796382247,1.4343059262235778,5.340765137964727,0.6114457342965125,0.4166579849093599,5.987006430344115,2.246669763155351,B_cells
+6617,0.82986234375,0.096535087890625,5.773243791499211,2.740543363660468,5.057686086897035,0.2135715291563761,-0.4705910377487237,5.75815493062308,1.3198794937565104,B_cells
+6618,0.96052328125,0.153160517578125,-0.1654905130240185,4.504957900227773,5.2107791106102015,1.0546310771768916,1.7383981129412704,0.0123895166324131,1.6216541291447029,T_cells
+6619,0.876449140625,0.0819040478515625,4.11668191522479,-0.134366283440052,4.655888259913358,0.3216259879957893,0.0867840000141899,5.559377504747276,1.9466412479127275,B_cells
+6620,0.921016171875,0.130486943359375,2.3536908925457167,4.4980472196627925,5.431257355263893,0.2475107730505746,-0.4378277481537214,-0.1653168519962244,0.3344379171135708,T_cells
+6621,0.793105,0.150545283203125,0.6779253123875331,0.0319559069700446,3.939900779319244,0.5718297855168111,3.928341108360884,-1.574392989652847,-0.5714198858529909,Other cells
+6622,0.82397859375,0.163235595703125,1.3556674319112518,5.807309989764422,5.364278010957963,0.64978791161695,3.072821611356148,0.7696251819425224,0.4516276012055666,Other cells
+6623,0.926966328125,0.140896875,0.3941347719611798,1.2530571859760748,4.98996127627629,0.7389309785016679,3.391168635618417,0.7288352340927438,-0.8429630902586729,Other cells
+6624,0.91956375,0.16477544921875,1.5022346248727765,4.139104008700558,5.201224629406573,0.7855276769457248,-0.262965797826343,0.5515193886870378,0.9778874588747009,T_cells
+6625,0.95141171875,0.085891708984375,1.414032676738156,5.2443731603572505,5.360238898755994,0.4584229058936608,0.011695360951954,-0.4450619641454396,0.0628699800917806,T_cells
+6626,0.94449234375,0.12958259765625,0.9588424436391334,4.990511285359136,4.960512798760991,0.0572963193658884,0.3625095884058389,-0.5706156465444856,0.4694971170648255,T_cells
+6627,1.4833084375,0.6459559765625,3.752731242379642,2.096272804336908,4.3927512298704725,5.145339709101996,-0.0836411838737563,-0.4148289405429978,3.910790840431495,Monocytes
+6628,0.86494109375,0.141911044921875,0.0137211275793933,4.304080164599723,5.325810126185442,0.5014332523840549,0.056257535227977,0.0899820451252205,-1.4577296937670283,T_cells
+6629,0.845579296875,0.115750283203125,0.843886707395044,3.930112970241981,5.057919638873293,0.820374340109207,-0.2889983255742178,0.7026011638743765,-0.7075132939450502,T_cells
+6630,0.76484515625,0.135050693359375,3.994152781186708,1.4526016458564586,4.939069652427833,0.0618264203414095,0.029117240823028,5.714607539859018,-1.4531458527413856,B_cells
+6631,0.989412578125,0.15878765625,-0.7808764341855412,-0.7328928161096356,4.181420899449607,0.7585722112825153,3.990864878468914,-0.1466907953186681,-0.492307539278556,Other cells
+6632,1.0475340625,0.094908212890625,1.748487570103118,5.47640185999979,5.2701779901195005,0.3273867366216255,-0.5984047363286901,0.193040755359851,-0.7272310521732327,T_cells
+6633,0.8670553125,0.09299509765625,4.284246585752532,-0.8857966083482549,5.111879290725643,0.4966509486037594,-0.9185385331927872,5.564170742438029,0.5161140073780578,B_cells
+6634,1.10951203125,0.102881748046875,1.295357841524464,4.788105658077548,5.471240929661785,0.5550690280062515,0.1253046960497325,0.98627363182158,-0.0717599961250716,T_cells
+6635,1.021731875,0.127469638671875,1.1088586806193188,4.666409112209619,5.389560991196517,0.4509606877993176,-0.3254717774389004,0.4952899079776091,-0.5018259118907693,T_cells
+6636,1.3431440625,0.4792816796875,4.0167336591521225,2.093795234288632,5.341235189272561,5.624824897493203,0.7786893800555961,-0.1453605484067164,4.339018374308861,Monocytes
+6637,0.8088840625,0.1368101953125,1.076125228720848,4.544065474134763,5.72547362340411,0.9305620144176964,0.4696319515744875,-0.2745616031054482,1.5327070208117106,T_cells
+6638,0.82680046875,0.09025083984375,3.780368681066735,0.8775380761402223,4.7411903359869,0.2559553927760787,0.3325321331655456,5.864566678165841,1.8655417011642377,B_cells
+6639,1.0803653125,0.12587216796875,0.0191561317889223,4.941488305447898,5.402784465123121,0.4941410161954112,0.0864047179919018,-0.0967389049844179,-0.6870677140141028,T_cells
+6640,0.86357359375,0.121375615234375,1.3188660555159342,-0.0255211908325486,4.210148765072273,0.4107237634281471,3.401930547896937,-0.4775208282369749,-0.4529801884385199,Other cells
+6641,1.065106796875,0.08803287109375,0.5803349274721219,4.884170389170081,5.451996815088729,1.234576637129586,0.3985875960052501,-0.0038265101265572,1.250534787633214,T_cells
+6642,0.89970890625,0.155194248046875,-0.1432954664679972,4.233824624087835,5.062312892718095,0.7701423683355709,0.0542296583180022,0.6755673255107448,1.349473367193096,T_cells
+6643,1.2194065625,0.108933154296875,1.6791079211263864,4.064994091526925,5.216047551048696,0.4780509329108574,-0.0814923276220403,0.1365226281730957,-0.8087636548759217,T_cells
+6644,0.5656605859375,0.16550158203125,0.192629170692249,0.2709302553422952,4.158265457457647,0.5420506891653594,3.1048046299604337,0.3191009056917863,-0.4091586478597754,Other cells
+6645,0.5264546875,0.4000240234375,3.738664877774643,1.8181032926035905,4.782151065818419,5.023469631582574,1.813489120478407,0.6849541518304094,4.230671858654596,Monocytes
+6646,2.401404375,0.363717109375,-5.350469737370317,9.045770741667534,5.547887070841472,1.4885174374471095,-0.9835150442062992,2.837839193257452,3.540914132726764,T_cells
+6647,0.479113125,0.0983671875,0.7255473430443715,5.046404859936359,5.454946180982945,2.152775577591618,-0.0179318610246273,0.0985963687644179,2.27375144071818,T_cells
+6648,0.903995,0.19309435546875,0.2119291172433162,4.6996583472664,5.212379997607346,0.3580116828798756,3.06845701851862,-0.5587573570030482,0.9257003093498312,Other cells
+6649,0.828661015625,0.13520853515625,1.82609840908634,4.400634295806504,5.302106919124999,0.5947280546179489,4.031172237983133,1.2596557859974866,-0.8590092425007664,Other cells
+6650,0.5845171484375,0.1451341796875,3.644628370462162,4.287431282212512,5.710555561656663,1.0066082563453702,-0.1112715391663804,0.0398523844342577,0.2145542684785334,T_cells
+6651,0.99877140625,0.099613603515625,0.0469288722364723,4.551569437652785,4.959060480054343,1.495396269571694,-0.0405007806372048,0.1393955225231578,-0.5625096810009571,T_cells
+6652,1.039548828125,0.096457666015625,-0.3280743237346574,4.543667023971494,5.052103553851032,0.4803430752018201,-0.4417759082480388,-0.0573019172271583,-0.3662919816125904,T_cells
+6653,0.748160234375,0.113226865234375,-0.148896813673247,5.17423393439608,5.074334271898834,0.6653573120831259,-0.0860314281814514,0.0600339484994284,1.1513019752449165,T_cells
+6654,0.782790859375,0.1597808203125,0.435408184026865,4.046817911339218,5.294230864079966,0.7472116403189188,0.0383915708499166,0.5880347159452334,0.441682228658791,T_cells
+6655,0.911673828125,0.2927714453125,4.616968962376222,0.8727900783194468,4.96392395363931,2.44704404629671,-0.7054172072233645,4.440870700647071,1.2457275544497437,B_cells
+6656,0.851623671875,0.130010458984375,4.619672924118777,2.022851840020112,5.115812470643532,0.5284964069603173,-0.2652172535774145,5.8853695666400725,2.352248658819364,B_cells
+6657,0.77459984375,0.12882646484375,-0.7200458340019572,5.379047249191743,5.578650337538866,1.141932736856169,-0.026368209344976,0.5885728254981959,0.7379147734371594,T_cells
+6658,1.33884078125,0.4124199609375,5.49958932385209,-0.8722250210478004,5.633255019246571,5.152056469421538,-0.6100818547538523,-0.905471836540258,5.010499714782895,Monocytes
+6659,0.8554646875,0.100939814453125,4.842424136846852,-1.434836343360193,5.062587397861432,-0.1244974984806186,-0.3268799145400769,5.738427662304526,2.4013795211329625,B_cells
+6660,0.943883984375,0.15190630859375,4.407382405716609,1.9900553560095564,5.288316501843672,0.3442937219465963,-0.4093821371390908,6.105190857026361,-1.449131504751837,B_cells
+6661,1.107876640625,0.089236064453125,1.465033696220473,5.002292492377365,5.364600116715392,1.0226040519389188,-0.1094484185339202,-0.4721125466856181,-0.0337879275113391,T_cells
+6662,0.8834265625,0.114014794921875,1.140378533336187,5.281473148664803,5.468030831747228,0.0486162283945712,0.0093188156873389,0.0942079570290481,1.2299540369630917,T_cells
+6663,1.21512625,0.141492763671875,1.353487655740168,5.162659165222953,5.559740082418189,0.5981551405598315,-0.0128520942834115,0.1179646137576802,-0.170994483327791,T_cells
+6664,1.0666715625,0.129112109375,0.6220503721503521,5.602950558971022,5.347491702743261,0.9759868676638248,-0.6579160333188155,0.603696953208354,0.2295582798680363,T_cells
+6665,1.078886796875,0.136597763671875,1.2116028633188125,4.87584265722374,5.567315553019113,0.3308231880199521,-0.3406368083393418,0.0992973868113664,-1.3735257852973537,T_cells
+6666,1.334098125,0.231278125,5.531719816573684,2.264654580359576,4.860497319016084,1.411595523515125,-0.7985827637014566,-0.2217788226445728,5.367522205218712,Monocytes
+6667,0.932294140625,0.130486943359375,-0.3398295213078439,4.877403750428415,5.168766502827347,0.959844136219568,-0.3739206586837271,0.9017860116850044,-1.2656362168481514,T_cells
+6668,1.2916365625,0.26386568359375,4.140288814573186,1.6607519117630138,5.508292877138628,2.400456824858652,-0.8527190954152163,0.3396610010586445,4.97648019157163,Monocytes
+6669,1.4859621875,0.319313046875,3.977940592734087,2.074022029798164,5.000409488537252,5.105728770527543,0.2443665679177258,0.5748901042882144,2.90923375033846,Monocytes
+6670,0.925578828125,0.13443259765625,0.9192192167836142,4.54009091617467,4.770480065644889,0.5626398168645917,2.054722496176678,-0.2248805773443314,0.7645532494533162,Other cells
+6671,0.89216109375,0.118417724609375,0.8275472445738203,4.201062352192176,4.920724946399544,0.8928220645639027,0.5625907822945418,-0.0356853308031425,-0.0088278614192147,T_cells
+6672,0.910691484375,0.092930283203125,1.3489162610125478,5.347678930085614,5.742284868267387,0.3670323793130575,-0.08343527572436,-0.6372477472225166,0.7972339291118602,T_cells
+6673,1.72673515625,0.231048515625,4.715994791159678,2.085199591863219,5.762072456030047,1.0662129172085473,-0.4714735469386394,6.47744856978061,0.3866338215674274,B_cells
+6674,0.8343996875,0.06682533203125,1.7797286519547932,4.600692203567732,4.7645797795114335,0.505849054621548,0.3519267044109817,-0.4960952285548032,-0.1517491475059684,T_cells
+6675,1.019062734375,0.12480638671875,1.7262183993011813,4.922096621458878,5.415096697926673,1.3437639238933887,-0.3838935418815841,-0.2030815809709785,0.240232881665244,T_cells
+6676,0.9742171875,0.1179760546875,0.4650339096968231,5.310936218724565,5.522818081771633,0.1890426600107206,-0.4529941787688266,-0.4047684837937784,-0.804482917481957,T_cells
+6677,0.855122421875,0.10498689453125,1.3180247644463972,4.4968596797810845,5.55114188336746,0.4573898763337302,-0.0506051603736429,0.3339875607833614,0.101721057854714,T_cells
+6678,0.988744296875,0.139588662109375,1.891070440058356,4.510169459852197,5.288042212135591,0.3470609066027391,0.1206693257574851,0.4073351873590294,-0.9356908778052798,T_cells
+6679,1.32326,0.153148515625,5.68067043568862,-1.8194786699888663,5.229857830851755,1.7801218524040594,-0.0795803577824994,6.116300737453742,0.1936026958194634,B_cells
+6680,0.92426375,0.102732314453125,5.978962777691403,2.5080993998493555,5.052111567759582,0.7532649934129397,-0.0936230066605796,5.339161418922541,1.5455586409824391,B_cells
+6681,1.12277296875,0.127506240234375,2.236089031147685,4.336840761609229,5.18995135636018,0.3297637338602496,0.0733887474884581,-0.0344332357732527,0.3816680382838051,T_cells
+6682,1.547438125,0.1875414453125,0.1927643108329179,4.496587179506356,5.732553290433804,0.8875970466643673,0.1744662476523508,-0.085136655389787,0.0830135802594966,T_cells
+6683,0.628987578125,0.184558359375,0.435408087954817,0.165851252590064,4.377224804718309,0.88322969119856,2.861982408898841,0.3803949224490904,-0.1868969310986445,Other cells
+6684,1.242736171875,0.1023146484375,2.052200663563277,4.9436075199615095,5.755024410613928,0.159808343259068,0.3096595154038969,0.0656796660904386,-0.8240570632991231,T_cells
+6685,1.032809453125,0.154202900390625,0.8865935585552925,4.759578344237895,5.402948405337554,0.9335573488397388,-0.2568268644329015,0.3177574861285553,-0.5096693358613668,T_cells
+6686,0.900699921875,0.13404853515625,0.285858566121467,6.000648897775846,5.589568736739908,0.8619374711466103,0.1139825609452323,-0.4450753522549278,-1.122558716107473,T_cells
+6687,1.283388984375,0.25381603515625,6.03421544920346,1.8270604641258976,5.405857547892742,1.4609435251491656,-0.915836546843174,4.905874062056624,-1.6558222566953515,B_cells
+6688,1.30097859375,0.4018947265625,3.5524803323418213,1.9710791664998728,4.765205178987436,4.97929339280795,-0.2533618564644541,0.965591344403418,3.5093549867284177,Monocytes
+6689,1.139185546875,0.11781703125,0.471556623797125,3.91466351137108,5.423862761657225,1.3139623761848327,0.0816900133335981,0.1119687867765416,-1.274724883976912,T_cells
+6690,1.038955078125,0.13156111328125,-0.2378359587899916,4.919164263906264,5.567648605374685,0.2002718903201312,-0.708702650525133,0.0029027523787341,0.8175263640683731,T_cells
+6691,0.900501953125,0.17091927734375,0.6328825886812932,0.6999674226279125,4.677455007679603,0.6564337770425749,4.161315680300172,-1.3199996707537225,-0.2614794343669464,Other cells
+6692,0.831895625,0.0838909765625,3.775659571893861,1.5112146418620611,4.826018833976982,0.4697731867872585,0.478584526106586,5.678984463767392,1.542599723445516,B_cells
+6693,1.26760578125,0.5732702734375,3.510778090062846,1.7809416487485552,4.730140396449396,5.169623578111634,0.9134133046601725,-0.1712636693466666,3.5538766189555027,Monocytes
+6694,1.088752421875,0.3292705859375,4.333179980225517,1.7370186975502755,4.74535009665115,5.263301840971597,0.5268953021871037,-0.4749867229680909,2.26365563299692,Monocytes
+6695,1.098252421875,0.21585439453125,4.282407986075494,0.7749334061958483,5.336764776132075,1.182129621436952,-0.5417289858758808,1.5383019771939628,4.603696360242106,B_cells
+6696,2.4128378125,0.3086898046875,1.9996229538904355,6.960137832534796,5.817298821168498,1.2435632223832096,0.2838499021058275,-0.0552720480683193,1.7847379624606956,T_cells
+6697,0.645641171875,0.20925333984375,5.339320692030281,0.852758662092589,5.354798658882048,1.727117397401601,0.4378233558580844,5.627142840631488,-0.6215592870291106,B_cells
+6698,0.721420625,0.088388720703125,5.257068487383809,2.3272976504571297,4.959688793335073,0.5904335190391241,0.3013289704117362,5.092063506060456,0.3329002607542777,B_cells
+6699,0.750131328125,0.18081611328125,2.22099182683992,0.1356514841158336,5.12554612068968,1.5262959094811066,0.329004187932451,4.214750603364165,-1.1162701365264098,B_cells
+6700,0.843705,0.108269443359375,4.2310611610427005,1.9826606384871683,5.312106691456529,0.5035658007293613,0.1647827194417547,5.800653673597435,1.0872958908156969,B_cells
+6701,1.088193515625,0.10891875,0.9564969926657378,4.17965093755513,5.569971718289165,0.3848966568124565,-0.0694774393871233,-0.3426281617788032,-0.2735022876640449,T_cells
+6702,0.95979296875,0.075930048828125,0.4332285875908742,4.929484961897403,5.240813634385205,0.0026242543324671,-0.1135487548282922,0.5812346495728141,1.149203816245713,T_cells
+6703,0.708974453125,0.113082236328125,1.5900354613502634,5.027723475218725,5.564994087600266,0.6665648803598908,-0.1180675252082123,-0.3353130387350244,0.1198216597907838,T_cells
+6704,1.113918671875,0.158733056640625,-0.7054748950049198,5.396015706049935,5.179127919297407,0.8607778282322438,-0.1018774217717345,-0.366182592784366,0.685079226492683,T_cells
+6705,1.045768359375,0.0665864892578125,0.0985478140038309,4.994378777861819,5.503519730191716,0.8533837644570121,0.1814199997556112,0.2750814872047237,-0.5257561488462769,T_cells
+6706,0.8841815625,0.1118532421875,-0.3251171797161992,4.78015355199059,5.370278996472772,0.2929596406947393,-0.0879035095717178,-0.5034875992378437,0.6280685931209951,T_cells
+6707,1.000797890625,0.123159716796875,-0.5952793956589341,1.2058095574865948,4.778142164049715,0.2497251290893445,3.776086211213997,0.6065512382052087,-1.240270096552913,Other cells
+6708,0.597948203125,0.073085576171875,4.394143994775639,1.629708552156303,4.563492107245764,1.3650887450112703,-0.089926379655012,4.7510046131187496,1.6103249659809182,B_cells
+6709,0.507120078125,0.26586126953125,3.106144317518723,0.1727610696476805,4.727526796779806,3.1872974091676,0.6723632593000749,0.2321391804390715,4.276650806516904,Monocytes
+6710,0.583806171875,0.23439869140625,0.692326468419683,0.0292632975842008,4.295292006099348,0.2912075676720241,4.207728760535297,-1.4599026837251232,-1.0203173096461398,Other cells
+6711,0.936766640625,0.16192197265625,0.4616487129159651,0.1684459335891625,4.651007335491712,-0.1171121518741809,3.4687694759990744,-0.1004437895468357,-1.307651995375589,Other cells
+6712,0.754198984375,0.140578818359375,0.1464832168011778,4.601899829694337,5.516640638829003,0.3626004456338743,-0.330352971743417,0.3346831812823177,-0.1117148533139133,T_cells
+6713,1.12760125,0.1544507421875,1.7908623922162197,4.453998332872269,5.203764785341502,0.179212383412346,-0.0388679202156758,0.6429880656763276,-0.6169561959165847,T_cells
+6714,0.978549296875,0.092685439453125,0.7845011343627639,4.914111691108561,5.208655106857826,0.1835314560152201,-0.2732561264648058,0.6764730859222147,-0.7239094623727547,T_cells
+6715,1.004146328125,0.1248748046875,-0.3018757514509197,1.0216108434511373,4.618724152953336,0.090096187019281,2.7478360201578,0.5734439903737207,-0.9805404587477902,Other cells
+6716,1.9786096875,0.21986384765625,4.643927979208423,4.830248847704041,5.475672216552662,1.4927410063450894,-0.4723357135179765,0.3203799973738342,-0.3448951550137455,T_cells
+6717,1.10911234375,0.1370340234375,-0.674273746243058,4.658383181646685,5.479950578890542,1.2218669744636694,-0.0836583012840902,0.1447036770112585,0.4263848489524416,T_cells
+6718,0.82958765625,0.111690009765625,3.922046935146,0.8325915697154074,5.089837187395301,0.4942183621287513,0.246871703585195,5.396642728828866,0.6462470336051614,B_cells
+6719,1.71650421875,0.1831751171875,5.245077580782418,2.0565719994427867,5.347990978223965,0.5937839554834475,0.1233586383497802,7.002923552864916,2.9328781477232333,B_cells
+6720,0.88287625,0.1351269140625,0.5563483203835945,4.218417242047872,5.288721950679555,0.5270689038554011,-0.3436833676143618,0.0144805682453587,-0.8880652960372263,T_cells
+6721,1.2312390625,0.094543955078125,-0.0226093772350073,3.5441937201233764,5.137977157325905,0.6101101830115842,-0.0936786307542929,0.6719545757699423,-1.4567737104033625,T_cells
+6722,0.956513359375,0.10696662109375,6.036834300336894,1.9793296169727173,4.862517689151812,0.3163993045815524,-0.537843169646959,5.442528389199527,-1.9982715773861184,B_cells
+6723,0.833405,0.14725013671875,-0.088898873623824,5.444698603297371,5.683763866151104,1.0236675766381569,-0.3634728776781666,-0.2033128996043831,1.2987105643397867,T_cells
+6724,0.901341875,0.08355912109375,1.6610266166648946,4.565736481373303,5.396949483296135,0.5740380055845064,-0.8097348084746901,0.6017636447519881,1.6875236580620885,T_cells
+6725,0.549109140625,0.242188828125,0.3744906222452902,0.1268244246738804,4.3575818393747765,0.7213941092665901,3.4672041054993885,0.0529017006856701,0.2900423068133091,Other cells
+6726,1.1602759375,0.090127822265625,-0.9707855148909712,5.059977567292186,5.805097166443213,1.0425261621573714,-0.1944816672824385,0.6276081226429883,-0.3675668614998119,T_cells
+6727,1.17687203125,0.103164990234375,1.0262973833807811,4.66322939366127,5.216658756936054,0.6767529840521954,2.953032814940129,-0.2486413438115015,-0.2506088591088393,Other cells
+6728,1.420725,0.140375390625,0.5573092002063935,4.740899908771263,5.026903010682078,0.5822726438526507,3.77732801374846,-0.5618165406532905,1.2111364236636546,Other cells
+6729,0.73981515625,0.115378212890625,1.065998821353494,6.077666003262833,5.369239024365317,0.9724357551312076,-0.1110829670148575,0.3870537132621131,-0.2989124794473292,T_cells
+6730,1.7267571875,0.4562441796875,3.19165390590756,2.7266423527613326,5.273075983384932,2.270321268227822,-1.492823270526441,-1.115629557682456,4.1017940138340405,Monocytes
+6731,0.8821334375,0.141565390625,-0.6415299438407577,5.355838160838165,5.589402870324766,0.435756695520573,-0.1281417379772537,-0.3620239647721755,1.613049405624276,T_cells
+6732,0.948895078125,0.0738291015625,4.133671174696706,1.0283014213031096,4.99267032533183,1.087400628084746,0.4203916629183443,5.378814250772435,-1.503520177291911,B_cells
+6733,0.98058234375,0.150835732421875,0.8035007920706093,4.531773637619133,5.683669014416203,0.9946532392712222,-0.020310331110482,-0.3097988393577308,-0.2327589680633743,T_cells
+6734,0.883453046875,0.1188119921875,-0.079881616161747,4.418503009680689,5.478727662637087,0.4522903637995922,0.165699024691372,0.3670257484424236,-0.4199461467111056,T_cells
+6735,2.8435021875,0.406412578125,5.758395005370615,2.153147973344645,5.778859949405222,1.4332214190659989,0.1558767268635842,7.208721386335242,-0.3438498607838057,Monocytes
+6736,1.04306171875,0.147921650390625,0.9858734258849442,4.64736702946571,5.547336408338335,0.3076958758857068,-0.4009177308094398,0.5096378219067371,-0.3785514061636277,T_cells
+6737,0.689783359375,0.157862900390625,1.3620557397897508,4.971835604723728,5.856527189469595,0.7057204571459555,0.0099642867657918,0.6618824111731002,-0.1353527566260368,T_cells
+6738,0.72438484375,0.10464603515625,0.2781468412423035,5.2113775314148665,5.135836315052082,0.4802511341381431,-0.0687609790273117,1.0031856385115026,-0.300401185891147,T_cells
+6739,0.83922765625,0.14041740234375,-1.3494880011699586,5.315894356748642,5.675223617747857,0.5756450293862835,-0.0964019490612711,0.3965686043051614,-0.0096992838033588,T_cells
+6740,0.702732265625,0.110489208984375,5.269516291524143,1.4211224705999386,5.193841153842345,0.6445863728726435,-0.0669352786177248,5.433305652210142,0.9622970782216403,B_cells
+6741,0.836445390625,0.09561693359375,0.353593477909278,5.213387197943666,5.18784933735711,0.2873672865600723,0.3829941352028268,-0.2177100640026087,-0.7432769919416085,T_cells
+6742,0.870307890625,0.15492181640625,1.7703732490257929,4.41178996767376,5.467001902226303,0.8300504866487569,0.2501318499116104,-0.2262720830313453,-0.8527515966352982,T_cells
+6743,1.06834734375,0.0643697216796875,0.5542942226104309,4.100413490627141,5.0434354201954985,0.8432484994584774,0.0422794257889598,0.7589208350143769,-0.8278582670426545,T_cells
+6744,0.72331921875,0.0611639892578125,0.6895579372271106,4.198485542079473,4.7063677403381785,0.1949377783923456,-0.364921615977142,0.6262668891333205,-0.3522052517935786,T_cells
+6745,1.005127578125,0.1601762890625,0.0167268931400393,4.2638090504358725,5.031708126515548,0.6993183636240538,4.635018854619198,1.139198061748934,2.05425332037729,Other cells
+6746,0.899454765625,0.5863708984375,3.1218101130345155,0.6381560338671135,3.668128430277788,5.11882069215958,0.2560564342058428,0.3997837068747709,3.673259262294165,Monocytes
+6747,0.571943203125,0.172724375,1.2257203986472536,5.064929209730162,4.889288079721515,0.2688282757624837,-0.7502080308931706,0.0018611745078441,0.1970141442778606,T_cells
+6748,0.91535765625,0.1381772265625,-0.2114731179383009,0.2086976342364091,5.313463994096417,0.3152680940054567,4.140993128356953,-0.7909007318388953,1.2979300026658729,Other cells
+6749,1.04800265625,0.156249228515625,-0.2798869500152834,4.808221008237492,5.683914149573102,1.3158951502611131,0.5381792381554414,-0.3698509191631605,-0.5002045269971869,T_cells
+6750,0.7177971875,0.2518784765625,0.7953679714921691,0.7015718571919692,4.658198553253038,0.506327135812689,3.918286532605796,-0.2552767509992092,0.6704070036178076,Other cells
+6751,0.947494375,0.163379619140625,0.3950368814656169,4.203144947848832,5.194176210372103,0.5609684742053519,3.151162599055476,-0.9445859363495028,1.106785554519833,Other cells
+6752,0.44147078125,0.163539248046875,6.001110219499955,-0.9096060700732012,5.079976274585045,0.706151918135158,-0.4776259189083712,5.312578502726391,-1.3145140153200978,B_cells
+6753,0.90923796875,0.074965693359375,1.0311975166084153,3.9979587053751913,4.881417918052373,0.969693403698324,0.1567269342588712,-0.4281235941016511,0.6194271885765289,T_cells
+6754,1.0662959375,0.09722759765625,0.6789552564291458,5.1250672182629,5.0950937523818896,0.4240851495597771,-0.1865540176301026,0.4799665706085592,-0.0418143985145229,T_cells
+6755,1.157946796875,0.12141462890625,1.2059512172251676,4.37170398139132,5.342350332208345,0.3448875404921996,0.1465587281011333,0.5254567351393443,-1.092975755576486,T_cells
+6756,0.679963046875,0.2193819140625,3.2754582792245324,0.5572925754271728,3.89371623051674,2.022314519189702,0.5111344243048506,0.3894545309602191,1.991223959705142,B_cells
+6757,0.9827278125,0.136530546875,4.840215915067477,-0.0034152760883726,4.780753448334816,0.2849964009234818,-0.4016846373375182,5.302101827653246,-0.4706474865496869,B_cells
+6758,1.181753671875,0.121677470703125,1.264203812599695,4.673851449245584,5.305296153560106,-0.0704563261168402,0.5363003948525478,0.1211012614397032,-1.4364710273705412,T_cells
+6759,1.18695046875,0.540013359375,3.3912110039318506,-0.1683890482618816,4.597410642003736,5.489131659577574,0.1323185626196995,-0.9797104862076864,3.957050848141833,Monocytes
+6760,0.971819140625,0.144916337890625,1.1860912528721628,4.651698294114464,5.029181776773614,0.5704231274814706,-0.1065212022261141,0.1579196591521667,0.9665039948165178,T_cells
+6761,2.1860740625,0.23879744140625,1.6697243856899362,6.549409499153388,6.076024480660429,1.3072389102113184,0.1799938524638739,0.848495358194526,1.9084918751956503,T_cells
+6762,1.14541,0.099441962890625,-0.0613919502267787,4.777791022116223,5.247312745145768,0.630575056505934,0.1689187728114098,-0.5026512999251627,-1.061188202733529,T_cells
+6763,0.9057671875,0.07557359375,1.6116157669512003,4.993101707183645,4.937871633749066,0.629647321249123,-0.2621654900686346,0.3167548134372278,-0.3361956713272181,T_cells
+6764,0.810100390625,0.1133180859375,-0.6242120668463547,4.444484435370772,5.516192799907096,1.1480935775163443,0.0154095599469624,0.5201013167864909,0.9581050926936892,T_cells
+6765,1.08304125,0.0806276318359375,0.3800456300152294,5.2979053862237935,5.414621139453407,0.030698684449467,-0.0443841656146637,0.2826788629261101,0.8997650837719279,T_cells
+6766,0.812118046875,0.120219833984375,1.458791909327838,5.319874459308547,5.318357254154657,0.761527005772419,0.021100709550561,0.2185357494260021,-1.0133850353685132,T_cells
+6767,0.79485765625,0.097133388671875,4.593373589019585,1.0612845164145874,5.154630366626216,0.2416122829823504,0.3550322278355374,5.864876027862124,1.998111859917544,B_cells
+6768,0.62036859375,0.159053505859375,1.362468671131148,4.906352091812159,4.98097733766694,0.6501171839631679,2.6481043126686568,0.0074609018272702,0.4610470864019714,Other cells
+6769,0.863064921875,0.110479609375,1.477010062278178,5.115932077125466,5.2799671500860335,0.6151095373390618,-0.2147338491139778,-0.1508282390715576,0.5908991494360278,T_cells
+6770,0.879848515625,0.110930283203125,0.5058734168431799,4.763604258440221,5.159759852449279,0.8327139951579967,-0.1251602698190181,-0.681653463127864,-0.1146510533983894,T_cells
+6771,0.93107109375,0.108072607421875,-0.0012929465636876,4.360437947012854,5.182999958389357,1.0245815948711845,-0.2050054733751488,-0.5698158088758492,0.5972931528182006,T_cells
+6772,1.03858515625,0.161647724609375,1.102763299579793,4.7030417752941664,5.665281936283345,1.2654604063913482,-0.1758787924136902,-0.1989931943900691,0.6184193726802503,T_cells
+6773,0.662073046875,0.2909843359375,4.930879590087005,-1.3360052001054263,4.724403915862258,0.2841416229102466,1.388614568895927,-0.57500854283377,5.016766043788329,Monocytes
+6774,1.77724140625,0.16006107421875,5.381999180440471,1.640976177984342,5.65287343930021,0.6066816061617722,-0.1836260762187965,6.414999240963989,-1.694259242354322,B_cells
+6775,0.8509934375,0.185766953125,2.0558840001910914,4.2588146793408805,5.324201277254454,0.3218438979829326,0.1924750706296827,-0.4378060850410363,-0.7809517218092737,T_cells
+6776,0.880323046875,0.092884072265625,4.938498846493658,2.221858782683796,4.913842217025738,0.5397733246971753,0.6576755730535733,5.8248620715240165,0.9904048649861316,B_cells
+6777,1.81178375,0.30692171875,1.272673784113831,6.625415130136954,6.014983027738012,1.9398884764001807,0.1594551408441149,0.8511529249904092,1.7767337794194145,T_cells
+6778,1.03532703125,0.123113505859375,0.9503419930442656,4.902555631659083,5.674990907125403,0.9477166587647649,0.3441824521021603,0.7002642286596851,-0.3679499350159173,T_cells
+6779,1.000573203125,0.154444736328125,1.558572406420048,4.34476358416391,5.380451722188319,0.7789241253244832,-0.1841321553707149,-0.601848832109497,-0.4192479821690829,T_cells
+6780,0.835825546875,0.109759482421875,0.2235541082411473,4.100270134552581,5.225285725236853,1.1057521713278342,-0.625659431041611,-0.4810734241526908,0.1606397856166129,T_cells
+6781,0.99659171875,0.1252588671875,-0.0862698289005076,5.157429574288623,5.657506163058331,0.6123150400994087,-0.1913571214395678,0.2529133024328156,0.0628976437337351,T_cells
+6782,0.86468890625,0.1767384375,5.852734920998647,2.632921736596978,5.758599786935589,1.1975773586551228,-0.2145791525204672,6.208520396958626,2.8427870941818343,B_cells
+6783,0.8430521875,0.2785784765625,1.7620659745175598,2.2349579639182493,5.645092853718626,2.145136375555125,0.635049078112321,5.522667189621944,1.4328116263646162,B_cells
+6784,0.947944921875,0.14709470703125,0.2645669777894849,0.8764690623505276,4.47032809935578,0.195639503043621,4.221028885789311,-0.4033351233110468,-1.0019851264900412,Other cells
+6785,1.053786171875,0.15830697265625,-0.0074863685100523,4.8482392033263695,5.720803456143936,0.8718958146255064,0.3010167336939053,-0.3266819518752643,0.0761686412941118,T_cells
+6786,1.108307734375,0.1518925,0.2977481940095964,4.963353211724017,5.558737015409147,0.8369119503318203,0.1061644221971826,-0.1897101134233063,-0.3771242446443161,T_cells
+6787,1.262567109375,0.14990197265625,-0.1158097674445898,4.394379314112682,4.711964540816769,0.3834873948498075,3.210732622780967,-0.9852626012268544,0.3590356781804668,Other cells
+6788,1.177641640625,0.5900167578125,3.2105344081714366,-0.7657784316044218,4.837246296925886,5.082897581786368,0.0379593203741536,0.5468299282170642,2.5920742392412937,Monocytes
+6789,1.008443515625,0.16472984375,-0.1383515861995987,4.862495480390426,5.653738515512237,0.3020635083229017,-0.1067096645154287,0.1014617956685833,0.3050202196227418,T_cells
+6790,0.8355175,0.16197658203125,0.8820532876894656,4.473056488677192,5.4149286557695495,0.6249112239373068,-0.0505325525038258,-0.0551247722391144,-0.9932002340522512,T_cells
+6791,0.770151171875,0.110067333984375,4.552048881281816,-0.7597085909491305,5.061958276291003,0.1631251341230501,-0.7973208082674017,5.759479735501958,-0.6350743818237637,B_cells
+6792,1.08955703125,0.4960271875,2.80502686902158,1.0188232595790427,4.777941979740681,5.423520100886159,1.8809360156052404,0.7897277315839998,3.53349279610594,Monocytes
+6793,0.9728934375,0.125843369140625,-0.5272041196920451,4.660244576301031,5.3931151552602765,0.9028122467592974,-0.0428393253240269,0.5134521806139359,-0.765699903268703,T_cells
+6794,1.07679671875,0.133054765625,0.0280141222038368,4.8206228279320005,5.555906035948715,0.2892470248062228,0.0749563569460277,-0.5054790802585665,-1.0662146654023568,T_cells
+6795,0.817308984375,0.0923721875,5.49039760377115,0.6918468202697975,4.335711159299529,0.9305425657423648,0.2139403582689349,5.831068283055668,-1.9840750851142408,B_cells
+6796,1.049748515625,0.147213515625,0.92958348894721,3.933073994037124,4.597673089046471,0.658019240432626,2.399542495702323,-0.0329185518038327,-0.6024887846176431,Other cells
+6797,0.988854453125,0.51698359375,4.098310502682229,-0.5662329746369816,3.56637952407974,4.560807279666917,0.2768453319043077,-0.3128249989234438,1.092043109054064,Monocytes
+6798,1.100950703125,0.136057666015625,1.3484502432994148,4.446364688968099,5.16800505635037,1.1054053981248186,-0.0672331260343905,0.3819538224308045,1.2898385804251422,T_cells
+6799,1.32612671875,0.16608427734375,2.577889461284543,1.4230303465226042,5.040203154832991,1.9754271677860344,-0.3988328602721802,0.1483156395487471,4.4252427836242445,Monocytes
+6800,0.783227734375,0.0866682421875,-0.1718293727113364,4.8312306973450125,4.821141177054416,0.6118056339480089,-0.4428942483950071,-0.7880096224078809,-1.1077907493170334,T_cells
+6801,1.37909546875,0.556613828125,3.1326549764061102,0.3523776849339778,4.839275611372543,5.418580693396726,1.4758043704068309,0.2826998016692614,4.331316650047574,Monocytes
+6802,0.712176640625,0.0928984765625,4.670131610441887,-1.769121380508575,5.017837735369206,0.617909315155959,0.1422579560189042,5.698752225393187,1.1653609607630675,B_cells
+6803,0.807971796875,0.17983255859375,-0.5441163980177446,0.6732800372825065,4.758353175203639,0.2594945113340793,3.776923784492245,0.6067139526519186,-0.1979316929604695,Other cells
+6804,0.96235421875,0.130968212890625,-0.3955032300214456,4.68446521617888,5.379950545175609,0.3686540422245154,-0.1233615793480528,-0.0417363510356892,1.5149378579687192,T_cells
+6805,0.8500878125,0.16823142578125,0.8465300098583988,4.746225473825021,5.112335497423136,0.787183754910272,3.5735441623247084,0.1706545692573769,0.4509790375211074,Other cells
+6806,0.975137265625,0.08402,4.8956458905974864,-1.3358324724901758,5.1939292733140885,0.7744408322609708,-0.2429879424792627,5.282374032082275,1.639955116173109,B_cells
+6807,0.793410546875,0.101959384765625,4.048964765690936,-0.8904380016280286,4.772607016239416,-0.112120362284431,0.2468873456881917,5.546409578684852,1.3362873173763914,B_cells
+6808,0.959731328125,0.1244457421875,0.645897426660821,0.4446671647033105,4.710733508089105,0.2847869280208929,3.2027108456410533,-0.7268211557689533,0.7945141152903761,Other cells
+6809,0.79543796875,0.1732260546875,0.0080356759794628,-0.1873777623027295,4.780340445742982,0.5296472879162901,2.8397903956262143,0.5019315116227164,-0.5066146708728094,Other cells
+6810,0.888122265625,0.11041779296875,1.1595358990168307,4.7340463534156125,5.785158141346371,0.780371139972463,0.4150546465486603,0.1053186354299006,0.3932166678084708,T_cells
+6811,0.79546078125,0.1698276953125,0.1636885304759308,4.406670487369275,5.652728258167173,0.720532634928454,0.0166228756714644,0.3027341536560689,0.309958940377556,T_cells
+6812,0.79339671875,0.098037734375,5.060381519342501,0.2546869791940196,4.813096581472034,-0.2453826092005038,0.5305880075824853,5.542140573735924,0.9332917740541764,B_cells
+6813,1.304149296875,0.134176357421875,-0.2426597766434251,4.747983989059692,5.584064494457927,0.0421975164282784,-0.2245411516325967,-0.191415911029657,1.1976763396603831,T_cells
+6814,1.1393940625,0.683263671875,1.6190401012932882,2.3799774849743622,4.767893903144995,4.999096218481218,0.2088792343369035,0.0185041598186721,3.653146592158253,Monocytes
+6815,0.779371484375,0.136144072265625,0.8581100255404099,4.681863011073675,5.67158262070556,0.829696423863956,-0.3149868140290457,1.1076619802793763,-0.1545632062258484,T_cells
+6816,0.712145,0.136927216796875,-0.1049296450942141,4.374632448286177,4.8851352267804895,1.2893672472167563,0.2170853046348929,0.1894942520403268,0.6513054691046302,T_cells
+6817,0.78019359375,0.096638896484375,-0.6317179383959974,5.286717854070501,5.435922209559671,0.4668333683237754,0.0568433404741667,0.6240413710579467,-0.8823885001548877,T_cells
+6818,1.02417765625,0.116725439453125,-0.3234694577170645,4.397354867112678,5.464380326893719,0.1427221271004807,3.0023691024183097,-0.2349434501437634,-0.0141385254468734,Other cells
+6819,0.858374296875,0.07828904296875,1.7073475150497812,5.377742450896201,5.225122527256801,0.3312741776765138,0.1943905154589242,-0.4196310113736415,-0.8435148559603123,T_cells
+6820,1.106517421875,0.34475390625,4.8282386750826936,1.7406450791684436,5.470059041190567,4.222485104496579,-0.1188270147765918,-0.7006190791217872,5.033813411718932,Monocytes
+6821,0.98013765625,0.116846064453125,1.5832956060423615,4.526211481761066,5.430131267281494,-0.0062109235673889,-0.3689680333307937,-0.2075541033163455,0.448942927678346,T_cells
+6822,0.7399728125,0.133017568359375,6.029870396166291,1.983428568091364,4.925049644820257,0.8781811149564747,0.6160250530711363,5.120430282145651,-1.2884246115474252,B_cells
+6823,0.6718003125,0.139666064453125,1.713052364569558,4.9867001435517,5.395987559342531,1.0470734387969212,0.1473835845158976,0.0368448104285491,0.3679772502766998,T_cells
+6824,1.06831421875,0.4595946484375,3.101492793925097,0.3905317191287858,4.656967994551557,4.693916656328585,1.433095923711846,-0.732270947461788,2.755888247087257,Monocytes
+6825,0.744238515625,0.863590234375,2.454127665626634,2.294263229102746,4.056371537622236,5.16493344839522,0.0010568294774318,0.3320896362533034,3.6319052199366726,Monocytes
+6826,1.04214203125,0.110888876953125,1.0221442659776292,4.828627369232694,5.559049437552041,1.1558867319272887,-0.0786372380929492,1.7132283181014658,-0.2007309952899134,T_cells
+6827,0.765574296875,0.102882939453125,5.732663719454123,0.6953101225480535,4.995031496218122,0.712560572899989,0.1587874149027615,5.950154401555712,-1.8168326334154663,B_cells
+6828,1.656135625,0.18852140625,6.440260849810909,1.6015858936848442,5.662308961916562,0.8932369474223125,-0.5652160202884622,6.477913862344214,-2.075638917660321,B_cells
+6829,0.86348671875,0.146879267578125,1.3679253471997803,4.521058199637725,5.481770906067498,0.163154385970144,0.52476554309755,0.4749721771710389,1.0305717393859009,T_cells
+6830,1.113323359375,0.13231484375,-0.0607560062796142,4.473495050885597,5.336209895176538,1.1177393247010292,-0.0985110048755255,-0.1537065498608256,-0.6441697917820803,T_cells
+6831,0.706214140625,0.17472990234375,0.4624784662192917,4.567104055625554,5.319993226730322,1.0725276908317116,0.2179257111143057,0.7562714756096349,0.8202730222103397,T_cells
+6832,0.85994234375,0.128709443359375,0.1779665387935712,4.603776714490213,5.734962754362984,0.7237039217298367,0.078744533295381,0.3784316169215939,0.0489023168323344,T_cells
+6833,1.0513625,0.3568687109375,5.776267595699788,1.4467266524458522,5.514718082565026,5.574013276664245,0.3218177320712162,0.0273904634374013,4.154462746714103,Monocytes
+6834,0.824431015625,0.121526240234375,6.179473652831025,1.7453770000954667,4.973424133274778,0.7435781638649394,-0.6726017707541626,5.454387444809026,1.4887554789991315,B_cells
+6835,0.923565,0.089807958984375,3.9160054728604905,1.734054568964014,4.316397327182861,0.2402483597341466,0.6956683124074788,5.283216377507961,-0.845797706965145,B_cells
+6836,0.870206171875,0.112830791015625,-0.4010551049130962,4.955556380870289,5.505074983611958,0.5341569505773119,0.12869018941335,0.3575461394450124,-1.1872365296214875,T_cells
+6837,0.85781859375,0.18180087890625,3.53283528822008,0.2442219176289446,4.728104139943265,1.4009003631984998,-0.6982702958373347,-0.7617138796555472,4.216063327624122,Monocytes
+6838,1.75420015625,0.19171453125,4.966604670107496,-0.0941072758808657,5.764411459643258,0.7880150272111148,0.4596599340988997,6.19203908044691,2.151488796623836,B_cells
+6839,0.757218359375,0.108195029296875,-0.7401310576209019,5.411383416507562,5.427154583866011,0.6007170438721408,0.306823981089276,0.361508554865342,-0.8698469831619934,T_cells
+6840,0.820632734375,0.121265810546875,3.803022094968429,1.3511009034573027,4.542483932753494,0.8356422236987642,0.5901060958052435,6.044305284187945,1.6670044319359132,B_cells
+6841,0.708321484375,0.149153046875,1.871806080666497,5.208891409085621,5.554209253281317,0.731436292094848,-0.2633323727442088,0.0429762434964984,-0.9383693862805862,T_cells
+6842,0.6959046875,0.08019076171875,1.4227114627752415,5.64038941629797,5.664875899331897,0.8593489459081228,0.0090478338528309,-0.1043343187935729,0.0321362939479381,T_cells
+6843,1.063897890625,0.13628390625,1.6491783635537256,4.968410819438797,5.565707550930655,1.2438698689955126,-0.0961791448713301,0.1090760148605736,0.7577115639654499,T_cells
+6844,0.72154921875,0.12833078125,4.243407678471904,1.580383151176337,5.036953209692165,0.4417282680702198,-0.0666567918575013,5.289485053666345,-0.859350347096258,B_cells
+6845,1.91544,0.30272388671875,-0.7110589338611681,7.538097244522727,5.918876591308621,1.3028101903615483,0.2949362148709875,0.5766683755468353,3.1131893828072537,T_cells
+6846,0.965850390625,0.095445908203125,3.970235142851576,0.103582620064945,4.881252053513914,0.9244366459027789,-0.1260131817371243,5.906217670141847,0.6812783245278083,B_cells
+6847,0.940335703125,0.13633072265625,4.532577154184076,0.5023323425585995,5.148018336957254,0.5412414368101428,0.1925087935909301,5.559250177540941,-1.223945318458841,B_cells
+6848,0.991601796875,0.113734541015625,1.1487795977049773,5.11868111074791,5.395058417263319,0.8598453986758197,-0.2791729010788389,-0.512022729243742,-0.0391480361480943,T_cells
+6849,0.67308828125,0.146822861328125,0.3038212219215029,4.691196203355581,5.253721364421076,0.8095411526560468,1.4032731519838926,0.4700976871094993,1.3644313533874417,T_cells
+6850,0.791771484375,0.083164853515625,0.9581889934266976,4.96226516650666,5.199330023685906,0.7325313251405248,-0.4020530142409743,-0.4550457238497204,-0.0713686098073885,T_cells
+6851,0.886832734375,0.153934638671875,0.6926879071749805,5.041837863958805,5.132013036977653,1.023863540141973,-0.121683053168138,-0.2655098723009479,1.463899929312937,T_cells
+6852,0.84541625,0.149032431640625,0.3685268046700268,4.3711013766017865,5.064192859456717,0.2060772834610094,-0.0320195234236473,0.2161700919736082,0.7381612583947093,T_cells
+6853,0.831289140625,0.0917348828125,5.420718426954143,-1.2457225814218351,4.803543997605348,-0.114388886538057,-0.4884517839894067,5.676374454242664,-1.161244411790544,B_cells
+6854,0.710099140625,0.19902443359375,-0.3825227431383217,4.987196262244527,5.429486487620676,1.5272313475966426,-0.2805679317566367,1.6549944321786485,-0.4794498739329818,T_cells
+6855,0.6815109375,0.10822443359375,-0.71890712718487,5.084474847811924,5.232597036991703,0.85073388759284,0.1170410473527226,0.9295138205218944,0.7796641491839839,T_cells
+6856,1.01902171875,0.142257900390625,1.2516613522142586,-1.066555898685264,4.692811263760842,0.6089880214125508,3.808109971203066,-0.8900101054661266,0.4483203641327909,Other cells
+6857,0.881859296875,0.096011796875,0.1313367038234978,3.887049828091738,5.435892119522297,-0.4732063867823532,-0.1563723402022797,-0.5480235877159761,-1.535580284516252,T_cells
+6858,1.073827890625,0.1373346875,1.1385846415039107,4.570159588139107,5.63052592219567,0.6313506480056313,-0.2744825795043994,-0.3674176076624867,1.2623489354302286,T_cells
+6859,0.8079146875,0.087965654296875,4.01152231409279,0.4349006723204624,3.8891723369385502,0.1507816440881331,0.0752606275532997,5.390552406844518,1.0355339777091377,B_cells
+6860,0.83945578125,0.16432296875,1.2420529033854455,5.13342519620202,5.7297659646780685,0.9525294698526552,-0.4789120833976953,0.1517135050529767,-0.6742689430557628,T_cells
+6861,1.234527890625,0.102909345703125,1.4507569913799303,4.770084245098057,5.488199463633973,0.313888794688251,0.164701002465937,-0.0125606320030041,-0.990181276527361,T_cells
+6862,1.065355859375,0.0732530078125,3.401442650602164,4.5431401563595415,5.371718127122385,0.4012731005012865,0.0775243665971889,-0.2773045746313206,-0.5744844075933548,T_cells
+6863,0.89968875,0.127980322265625,-0.8107215888208364,4.767137993078041,5.317005193417017,0.9279510891861078,-0.208594980906133,-0.3673026864365456,-1.3082588717995718,T_cells
+6864,1.11694125,0.116890478515625,0.5500880405877615,4.6077569245112535,5.525761672137978,-0.6331148943797645,-0.5614987038861118,0.1889109903564539,-0.926300593699536,T_cells
+6865,2.12220671875,0.30861611328125,0.6437113107336696,7.169646953721437,6.269819850669651,1.2790217793050511,-0.34583308053968,-0.5083873346361024,1.759947351169909,T_cells
+6866,0.77348171875,0.1721434765625,1.2373461605717089,-0.5397171034562172,5.127140860656059,0.7237338985888421,3.255509931376128,-0.3321968935770668,-0.1025327309095993,Other cells
+6867,0.81792890625,0.122122744140625,1.117558964070915,4.762554007424645,5.806828778094827,0.6767555397308395,-0.2183256984865458,0.4878147432551962,-1.6799820972290167,T_cells
+6868,0.769622578125,0.1469416796875,1.1313612698236537,-0.1880348179024952,4.512079626739828,0.6395528948938067,3.4845207809587104,-0.0898977428378736,-0.4874915734061247,Other cells
+6869,0.99995625,0.099434169921875,-0.168659354296244,4.259707405989253,5.508727581180233,0.7767630984104308,0.1181819448588668,0.0547699678251468,-1.1755504160215091,T_cells
+6870,1.032247265625,0.5691056640625,1.9570074287844383,2.014971489269471,2.85101995031979,4.958659103421094,1.527668488711852,-0.5628011471058605,4.009943771456662,Monocytes
+6871,0.96367640625,0.14964873046875,1.8400284925594808,5.624735491173408,5.43813504501074,0.7428338585144117,-0.3113209805180925,0.0485037219744767,-0.0013018971524175,T_cells
+6872,0.855857109375,0.0831990625,5.06246589660468,1.586239628587771,4.93377940967851,0.5280560915089878,0.2902488925632729,6.040626933155687,0.8167991971530263,B_cells
+6873,0.5150228125,0.0581712890625,0.0860498578215397,4.833699823048254,4.831056153077557,1.1594292599787894,0.5005237014314526,0.2808925201132722,-0.9139080360201528,T_cells
+6874,0.8386659375,0.128378798828125,1.434346248989296,5.025389508094708,5.496265090010781,-0.0194001837158557,-0.5023402265716539,-0.6944269950007135,0.2658472991955223,T_cells
+6875,0.996250546875,0.098643837890625,-0.0789592474176682,5.168567290687878,5.436862336918925,0.3695989577007793,0.0873437935687777,0.4947177159666496,0.0803992615642951,T_cells
+6876,0.793099140625,0.093569384765625,1.814188944928754,5.175909867426596,5.096159919885859,0.6553447424341455,-0.4368668609161082,-0.5235635549425253,0.3741299201273324,T_cells
+6877,1.309522421875,0.980814296875,2.070575467249408,1.816960536132989,4.522331342804723,4.929917397209858,0.0129298745493143,0.5527520705434843,3.845902122074352,Monocytes
+6878,0.975905234375,0.083129453125,0.93482895101525,4.97305852214976,5.21522937129755,0.1218781906175576,0.6726211626783222,-0.3997241823640974,-0.8094712890622763,T_cells
+6879,0.844888359375,0.112591953125,3.877700548813597,1.7088248044007983,5.150755810819607,0.5510266452168028,0.8047545308797445,5.851065561087671,2.5420345320268,B_cells
+6880,0.663646171875,0.110450205078125,1.3676473646894305,5.162808170477527,5.333812820112158,1.6550964246832005,0.0429547401375129,-0.2643113012950329,-0.4251925906709121,T_cells
+6881,0.76544546875,0.097642265625,4.011349320860517,1.1306531291750483,5.245682496443266,0.3615811187907602,0.1248786506212256,4.938069376019345,2.123207728281081,B_cells
+6882,0.6101493359375,0.10855869140625,5.000674591200192,-1.218552936116287,5.14780635213504,0.3173039213912851,0.8835836880725552,5.695229833286985,1.209677384149111,B_cells
+6883,0.709963125,0.0626912451171875,0.689270230128563,4.194816032476102,4.703893251071894,0.806495359469884,0.2664423459515082,0.1045705443969167,0.3922690700761395,T_cells
+6884,0.927071953125,0.083883173828125,0.1621896222291183,4.135703206592578,5.026705312087511,0.8686417633158894,0.4154989199742118,-0.2353484781512043,-0.7362803926803012,T_cells
+6885,1.15393125,0.09567333984375,1.830905732840896,4.507070804207457,5.26982395493525,0.1852629948861988,0.0738557742497156,-0.6960473313656607,1.2902757259394515,T_cells
+6886,0.76357265625,0.15721119140625,1.0595348087491394,5.21928744191715,5.730573484939243,0.7175026342289066,0.0400484064828365,0.2861962982179895,-0.3043217618510599,T_cells
+6887,0.95693484375,0.12019162109375,1.034184079356959,4.491896580916002,5.75985413884114,1.1218435279387935,-0.4759849704885448,-0.031200038637532,0.1388751556397576,T_cells
+6888,0.693129296875,0.12234658203125,-0.3479419858317437,4.885652566153645,5.573645810062651,1.7931775935026502,0.1385548920063851,-0.4095311267345471,0.5324834775037031,T_cells
+6889,0.96893171875,0.15649767578125,0.3752293470927694,0.4852751434404597,4.785078019956485,0.5711204185476272,3.0917085019248027,-0.7109563227876556,1.343580818820857,Other cells
+6890,0.976674921875,0.6370109375,2.3222034591180014,0.98645746166805,4.443761388276483,5.259038627279216,1.733236368541906,-0.1900133424284993,2.9041318463597112,Monocytes
+6891,0.742871953125,0.103083369140625,4.79239225658915,-1.857707728457131,4.891006194170347,0.3999478443038312,-0.1383168416970327,5.561257820575298,-0.0707179971293361,B_cells
+6892,0.829021484375,0.146565419921875,1.709686931558204,5.323861983932806,5.626274656520002,0.9146891052175784,-0.1839518551362038,-0.0166959982058692,-0.0989074673559237,T_cells
+6893,0.926876640625,0.090461474609375,0.1722971426097046,4.251256700534217,5.176158718617498,0.5078317683552948,0.0985529211342347,0.2983421228703746,0.0665124330329372,T_cells
+6894,1.1221790625,0.6121933984375,2.84262781690381,1.621841972853475,4.053920649976159,5.4459172813606,0.8174131021460659,-0.3422416748634767,3.674162245540624,Monocytes
+6895,0.9038125,0.10274611328125,0.6608989437402003,4.696440582051316,5.409005349886592,0.5342115592780929,-0.106444454190341,0.0627421276608857,0.8699189067626487,T_cells
+6896,1.76026390625,0.19569416015625,3.2457133731758057,6.259383838429529,5.822773170732426,0.3478672761871307,-0.3274490250814114,3.039592659620713,1.1071851452229606,T_cells
+6897,1.59081984375,0.21669828125,5.060217103919376,1.4532716546409898,5.510380517715123,0.6652813187053527,0.9131524645147756,6.348143639176057,-0.9227123299148348,B_cells
+6898,0.82989203125,0.089801962890625,5.13818321171991,1.7642348860931183,4.853803430349706,0.3370671242839612,0.1960676743125872,5.9119633185688745,1.807901170215229,B_cells
+6899,0.8255025,0.11487833984375,3.643401384641858,1.021717337767326,5.305622094645752,0.4321205379850938,-0.4318480282948714,5.418982269584006,0.5585106229896972,B_cells
+6900,1.040627109375,0.108786123046875,-0.2429791391562274,4.821800594185544,5.461607871430987,0.2128825297542458,-0.6328522929451267,0.4100743977576346,0.0321042721804543,T_cells
+6901,0.735461953125,0.149119443359375,-0.1922312654006899,4.862334233153214,5.35433568448537,0.4308717308277627,-0.395214815564433,-0.4889183556342661,-1.595289715468055,T_cells
+6902,0.78756640625,0.088962421875,4.946856776834074,1.1887211000642783,4.593432360810433,0.2742543390191699,0.1597658691810085,5.392248220441145,1.6652074185037564,B_cells
+6903,1.009338046875,0.133230595703125,-0.2429389465630389,4.6758274684744325,5.419447181022904,0.6923474442297721,0.2704263777070951,0.8936439096546894,-0.4446326267708772,T_cells
+6904,0.876503125,0.18622423828125,1.0904510286040583,0.5476125190230212,5.060535453308538,0.8140055804597013,3.717239520741261,0.5762873211003755,1.0369388231047636,Other cells
+6905,1.192954609375,0.4357449609375,2.86099497401554,-0.156446086300661,5.078921501244214,5.326432832884849,3.281595734615502,-0.1380248591096237,3.895281961650812,Monocytes
+6906,1.215350390625,0.128611630859375,-0.9394009264898022,4.401899643374971,5.36180347657669,0.3092792554212908,0.0303289303398257,0.0739111679787655,-0.2217479174385166,T_cells
+6907,0.78484296875,0.17163279296875,1.3887133080254763,4.415933825200986,5.2077528489924685,1.065601398932555,-0.1221144404788144,0.7686810480775259,-0.6380539749397285,T_cells
+6908,1.0382940625,0.15957859375,-0.7706607639758917,4.857979428939415,5.678801894497239,0.7833438676029152,0.3126007484120579,0.7325045151973851,0.612889049742862,T_cells
+6909,0.976174453125,0.103642666015625,2.045706812549977,5.3624236412742965,5.206139817112416,1.3152543093114746,0.3158216839163749,-0.4558008381106664,-0.9634449801869928,T_cells
+6910,0.723725234375,0.154931416015625,-0.0205745971451528,4.960320476523179,5.010669174989541,1.2309810808779778,0.2714086886136404,0.5863429917936179,1.5557047955218086,T_cells
+6911,0.697506015625,0.098311376953125,4.232915122282425,-0.0930357649517021,3.2947870958680987,0.636029669463514,-0.2674233102861532,4.87253389394899,-1.4004028892328486,B_cells
+6912,1.135574609375,0.121936708984375,1.2953458889203944,5.016687102047766,5.630425153603197,0.8078856595307007,-0.0699778992592785,0.2784873424008629,0.9713487575756372,T_cells
+6913,0.8263390625,0.139068369140625,2.0333250367184847,4.635722512752437,5.482418531829826,0.0410141197679554,-0.2627552714153599,-0.0368514909644079,-0.2810461465978736,T_cells
+6914,0.98844046875,0.163692275390625,-0.9243391405065382,4.822035086607758,5.496936723239836,1.5869258448895134,0.1854799180380792,0.3973830495297029,-0.2647412473787498,T_cells
+6915,0.786086875,0.083234462890625,4.213194210533163,-0.8780316903673612,4.597983806515188,0.2834755357475315,0.2271986717061806,5.771083736684851,1.3861298595250098,B_cells
+6916,1.49529765625,0.15095515625,2.1464229888804787,4.918368422302508,4.878541261283769,1.3902264111058882,-0.3473433070695266,0.3218279803328637,-0.4122071617964044,T_cells
+6917,0.708882734375,0.18328193359375,1.0493588307691395,4.807153112734206,4.983918947047642,0.5852810502639412,3.887834720093177,-0.8877998099114899,0.6523416183750309,Other cells
+6918,1.45999234375,0.3186054296875,5.94548955509713,2.055555738220124,5.432520619490475,4.274332018239383,0.1958259519953162,0.6498545007614102,4.647995123205219,Monocytes
+6919,0.791733515625,0.17900802734375,-0.0396010621848724,4.451791768813037,5.268686281223368,0.9931260464307052,-0.308068020979913,0.2659848157722455,-0.4922506903267714,T_cells
+6920,0.832571484375,0.11288361328125,0.3017551196359543,5.102807778058671,5.265421907707626,0.3959319321209623,-0.4012835560374274,0.2847676460377051,-1.4087247955005624,T_cells
+6921,0.91154484375,0.082354716796875,-1.3351199536315754,4.950474128119441,5.083427350290265,0.4898705355203582,0.2683200883649379,0.6547631731332213,-1.520600974692693,T_cells
+6922,0.9903928125,0.102381259765625,4.20724962402008,0.2099608316923632,5.192751797248974,0.2925812825261434,0.7223498069543005,5.284246730566951,1.348789736109684,B_cells
+6923,0.738247734375,0.097807890625,1.0963794927270831,3.868919074106566,5.2359573435464855,0.3121401768694772,0.5277523500459699,0.5471944873001374,-0.4122175036915075,T_cells
+6924,0.870118203125,0.219063828125,4.768244192694524,0.7885190970041828,4.822860531574384,3.8653124329243886,-0.0452687063141014,0.514734135322568,3.530432912724108,Monocytes
+6925,0.893663046875,0.375341953125,3.764095529548448,1.2541375029997717,5.448992425482587,2.813665857627279,0.2144496237604332,-1.0319029836991225,4.713678958912944,Monocytes
+6926,0.902549296875,0.088369521484375,4.562656050295514,-0.5113729794089006,4.911912115970262,0.1982537668248964,-0.3019187931684788,5.389457245233127,2.6124027272116908,B_cells
+6927,0.853830703125,0.461372265625,4.226555839374727,0.8225007530623468,5.155893901851119,5.411479273313852,0.7341283255234978,-0.2807555768126785,4.288144952999281,Monocytes
+6928,0.84080953125,0.083016630859375,4.521921151405561,-0.7188817686757845,4.753414767647306,0.5354059978170069,0.2925741925233377,5.92308017762229,-1.7039744597286408,B_cells
+6929,0.739695859375,0.142031669921875,-1.1424546033070442,4.735193080316904,5.472246119670229,1.5490914030098348,0.2745494872903526,-0.4309666702219227,-0.3999174734773503,T_cells
+6930,0.890215859375,0.104032734375,4.905273065595063,-0.3742105047753571,4.844144754386661,0.8615664329698105,-0.063185911559662,5.7923318681521865,2.4650966852792755,B_cells
+6931,0.74570703125,0.132035205078125,3.412885859346052,1.3207918949677508,5.133722244381951,0.4334959907542166,-0.1012370773011921,5.414001435963747,-1.8103481203367164,B_cells
+6932,1.02363375,0.123081103515625,3.196874134768511,2.055545608309505,5.257743147970387,1.9994462693348607,-0.0321925798958337,5.813195928788168,-1.2321561378878607,B_cells
+6933,4.1645503125,0.4592991015625,0.1686298715962738,8.38891404028815,6.848475480806323,2.253530075003141,0.0874142896776508,0.3763641004772234,3.212912179669789,Monocytes
+6934,0.94162828125,0.134125947265625,-0.3942867969503431,0.9807844317358104,5.155514332400212,0.7839626231118328,3.080631467530487,0.6226853769581595,0.5476924079978119,Other cells
+6935,1.016404921875,0.131263466796875,1.3947064890832752,4.34000799229987,5.24671271317396,0.2866551711693454,-0.2437786844809689,0.3961046818858676,-0.0847734640033505,T_cells
+6936,0.877354921875,0.22818796875,5.113199983959466,0.0241577564158384,5.175706145432837,0.5675592409035147,0.0972133403538822,5.654660313028849,0.8463674171958175,B_cells
+6937,0.80760328125,0.098257373046875,5.399005866914101,1.3516351843665386,4.624737564510121,0.4965600668635476,0.5408535681905019,5.795605240023007,0.7307601057197255,B_cells
+6938,0.704493671875,0.0773066796875,4.3287068069531776,0.8676360412482296,5.003912038498033,-0.0369718607484875,0.2925720811571122,5.258902041741217,1.919536147634802,B_cells
+6939,1.215668359375,0.104257763671875,0.883797142702317,4.9685325943255485,5.471490854030967,0.4170221628603089,0.127046094716447,0.1681151657706039,0.83769437752064,T_cells
+6940,1.135666015625,0.107422099609375,0.7581978118497353,4.70201894083776,5.545504488948144,2.054558771586973,0.1323098347031698,0.1627289561091431,-0.5916049363209632,T_cells
+6941,0.77533890625,0.1586418359375,-0.0733550136688002,1.1173128570008204,5.11440540809728,0.9618834107328652,2.681916296002041,0.4120971323689952,0.9594414460449292,Other cells
+6942,0.927874765625,0.1013562890625,-0.8152154104713587,0.6857650334013611,4.686819162361234,0.785725904877383,3.6266168312099136,-0.2815396738080462,0.9155804877949854,Other cells
+6943,1.03304609375,0.088922216796875,2.3319615915558525,4.962262721936383,5.298486986182661,0.4316183929866798,-0.0718653531166434,0.2127311843031905,0.0118456347586156,T_cells
+6944,0.829215078125,0.095558720703125,3.439633066684149,-0.8697328491813099,4.596712507290947,-0.0780753308630088,-0.629863033597555,5.177282944337146,0.6012231222500619,B_cells
+6945,0.760006796875,0.1856583203125,0.3916445145528071,4.058990301992622,5.238766635989839,0.745288120202832,-0.2710578738590651,0.7499176016915279,-0.3526843494161313,T_cells
+6946,0.681651953125,0.124456533203125,1.3846265792497932,5.368563839833371,5.376500426315604,0.2040926519462351,0.0058644929490186,-0.3004806575124583,0.3500862677709645,T_cells
+6947,1.230763203125,0.11283919921875,1.1445303355934884,4.896421897367154,5.245683674280321,0.8849121889392619,0.0614792704899088,-0.505137264417811,0.9423520520972166,T_cells
+6948,1.27937203125,0.4480689453125,3.765132813847193,0.8114614517545278,4.546988018612941,5.207994232317634,0.675980766080801,-0.3725974545442548,3.625986506488352,Monocytes
+6949,0.62134890625,0.10686400390625,1.3465255901329742,4.917731746323338,5.101867816965501,0.498695926796508,-0.0625360407590991,-0.1039294856780689,-0.772720821041694,T_cells
+6950,0.896151171875,0.125223466796875,0.7695803537125423,4.707151820092691,5.274733091248179,0.8437872228148738,0.1476766574222857,-0.1404715451630827,-0.8030860555381981,T_cells
+6951,0.933243203125,0.125249267578125,0.1572082846332697,4.712363789276014,5.149517681506455,0.5569774370284681,1.7637756735835532,-0.579225528474993,0.8710539536632085,T_cells
+6952,0.83436359375,0.5605053515625,3.4661888663590834,1.4274068075911333,5.0479224929449495,5.413383119300224,2.604724943257199,0.1874933178075742,2.964101363447592,Monocytes
+6953,0.77284953125,0.160220703125,4.781901878689045,-0.1953091283674507,5.217845409225685,0.0807003593092572,0.7686774380580007,5.577940003242625,-0.5606034902379856,B_cells
+6954,0.941529453125,0.15363580078125,1.5723043344713543,5.226930502604878,5.5417669441478274,0.6509275512890668,-0.4099765028092108,0.0402664406739507,1.011939949535079,T_cells
+6955,0.93110984375,0.126912744140625,-0.0508838613972645,4.672365445884086,5.272887355199793,0.1884598786380485,-0.0304624449125156,0.1601056058709322,-0.818809819967756,T_cells
+6956,0.9764690625,0.139720078125,1.5502859949042238,5.3459796109745295,5.922566925615105,0.3871415154374329,-0.4400590185725749,0.268201029433917,-1.2006677153742902,T_cells
+6957,1.07183484375,0.157668466796875,0.5356096508804762,4.444407064122839,5.405948420299409,0.4995495732156913,4.155744965867931,-1.0104251985199926,1.1393850845640283,Other cells
+6958,0.757724609375,0.136733974609375,0.9906962279855668,5.232555085661788,5.501017513743333,0.7155840503356775,-0.1167712609466208,-0.6789812790211349,-0.4064951570766969,T_cells
+6959,0.685027109375,0.19693724609375,0.8587511459708648,0.3936724425460711,4.426925276963552,0.8550202409666365,4.969165395640835,-1.331909751249961,0.0465740649871778,Other cells
+6960,0.697638828125,0.128394384765625,-0.6625403009592057,4.925696152989459,5.869514696578097,0.195036363823037,0.1190146286626822,0.0615996999635831,1.2278058596545018,T_cells
+6961,0.948012421875,0.511004375,3.020316336481474,1.7463104073856677,4.265696428260018,5.15293133644901,-0.091906139752501,1.1070178602987673,3.890992067963998,Monocytes
+6962,0.906980078125,0.161279267578125,6.086536071040077,1.8831208779479327,5.346338767304382,1.2888511579550048,0.6737107573243233,5.814657861699798,1.306962368008571,B_cells
+6963,0.793984453125,0.09133341796875,1.5488008152713526,4.892412128402832,5.366515370671015,0.541950928609914,-0.0607652905473873,0.340665152707079,0.8403216641142981,T_cells
+6964,1.3447809375,0.1142932421875,1.1803363210089843,4.973303246011251,5.1622507367026245,0.6159394667869282,-0.3319714727616439,0.7034015980102482,-0.4357381697018445,T_cells
+6965,0.783287421875,0.109576455078125,4.850813345878389,2.342186874806634,5.111698474637446,0.2656397057540666,-0.0936053898210231,5.620772742566733,0.1163615743125655,B_cells
+6966,0.783225625,0.15461576171875,-0.6086601006214889,5.322091306884444,5.785788160849224,1.6663868774194652,0.1018235084146929,0.6591922852163078,-0.6194142104517069,T_cells
+6967,1.012717421875,0.11260396484375,0.7980914367354568,5.1150861468952575,5.487459851921518,0.4077858636454499,-0.3356982268710583,0.6370603193163424,1.2428881441306645,T_cells
+6968,0.972178125,0.156953154296875,1.3358103551756586,4.674178222227668,5.533935331816257,1.3132756235863468,0.1639345930981164,0.2722041287146087,0.2989841308287264,T_cells
+6969,0.71810296875,0.0801799560546875,-0.6977970552181798,3.752201048655321,4.592184850286549,0.410451044579026,0.0810277816946002,0.2863991863820461,-0.4146071157951506,T_cells
+6970,0.836205,0.0944743359375,-0.2962774936853748,4.3644283350253055,5.0190985354544,0.1213772211258095,0.2926956904789957,-0.3519797174100088,-0.8086317406353412,T_cells
+6971,0.82389921875,0.13540236328125,2.393335270191661,4.527586264156763,5.924409658697401,0.8212176852730715,0.4321906234412858,-0.0073705774163703,0.1106438194925412,T_cells
+6972,1.125463984375,0.31199490234375,5.193509339977342,2.21403166156183,5.58704011327811,5.037371331004726,0.0207332356686977,-0.0968398204982033,5.070843134298992,Monocytes
+6973,0.901471796875,0.11635337890625,-0.5638951031502104,4.323757647134282,5.241211298209819,0.5014593450312903,-0.0656339474143038,-0.3906273543002184,0.6422783386328459,T_cells
+6974,0.898393359375,0.137487705078125,0.4139995659616262,5.455005401798159,5.453056409612425,0.592156445931625,-0.1685949751549718,0.0732326500632289,-0.4400194877700404,T_cells
+6975,0.84738875,0.113748359375,-0.3828099009851018,4.801096432908316,5.279016412309864,0.4293462928328532,0.0081062446696732,0.3647530244165004,0.0738084499233044,T_cells
+6976,1.6951909375,0.18467357421875,5.519058503891553,1.9230099663727576,5.402222208648745,1.043221222830971,0.2926012289489673,6.240875078477953,1.5025283471052806,B_cells
+6977,0.905475390625,0.14401259765625,1.1168307711789307,4.237249237234618,5.444479598791925,0.6491514584505994,-0.0434193336002159,0.4282658356727124,0.391808725537751,T_cells
+6978,0.938576328125,0.138987353515625,1.297179304205452,4.973734136519299,5.575240078484607,1.1087628111946797,-0.0921489701358202,0.1841777684923131,0.084675293023528,T_cells
+6979,0.968084140625,0.14600251953125,1.0361724562596164,3.5244832298124265,4.029273610186412,0.7430485816881578,-0.344790176735656,0.2398951741149474,-0.1813551266485594,T_cells
+6980,0.976391953125,0.127436025390625,1.822208113316072,4.101688695300578,4.968247206300861,0.7107573105620312,2.7091801204951778,0.2561806016694621,0.2063102185122207,Other cells
+6981,1.149386015625,0.092498818359375,0.8318166048151574,4.934295339709238,5.614186370052229,0.8466326020689044,-0.0162749810217642,0.1837919099055355,0.0891868943957411,T_cells
+6982,0.938808515625,0.13442,-1.3681337523702657,5.016630061216272,5.39199436196103,0.4713271410012415,-0.1989321364199896,0.0427543299814195,0.809934046943174,T_cells
+6983,0.749249453125,0.1490918359375,-0.1415692951516025,0.5835546702163384,4.598566920147641,1.0357018467577934,2.47569049742617,-0.488109946625696,0.6446567888175957,Other cells
+6984,1.039340390625,0.103475244140625,-0.8428858821915173,4.856986747381802,5.573913731004272,0.5577104319392073,-0.3626469148425696,0.3677250646220179,-0.7186696175722455,T_cells
+6985,1.209286015625,0.343580703125,3.567049160795194,2.051423432050318,4.726833228727378,5.142464238131525,0.8134942442027606,-0.483495367562688,2.4201412663960578,Monocytes
+6986,1.191261484375,0.111460166015625,1.497844331235508,4.235251236371611,5.525369949525288,0.3094811371071711,0.1263686018948573,0.4757018316696526,-0.9204552344342962,T_cells
+6987,0.14523357421875,0.0561957666015625,0.4880960982858817,3.89250988291169,4.128586164519308,1.0897038541691917,0.3419625459504373,0.4436547629198608,-0.3244534879302617,T_cells
+6988,0.7422684375,0.08473291015625,0.577438635157309,4.165811902961526,4.951638653799038,0.5528933815448636,-0.1558976938832436,-0.1262364226860768,0.750302104822267,T_cells
+6989,1.06360765625,0.09250541015625,0.8882580714965411,4.551998289391781,5.321969625000614,0.5348431813983183,-0.2632229610882385,-0.0722125012954689,-1.197583337155515,T_cells
+6990,0.899568828125,0.139382216796875,1.2632857242514144,4.680136558645254,5.186982082686006,1.047468810034646,0.0163968618549804,0.1213933688314681,-0.5338831305720056,T_cells
+6991,0.936357109375,0.14529921875,-0.8155183736813019,4.451566198797309,5.396922497928174,0.648304816751308,0.1982621120865488,0.0222843873174995,-0.0073646605020593,T_cells
+6992,1.089589609375,0.20521451171875,1.1473500377230232,4.281713555074675,4.9682286196065295,1.2452015218406305,3.5074631976226454,0.9352561767699066,-0.2796689742331281,Other cells
+6993,0.866156015625,0.17119412109375,1.841402452212061,5.244388762602483,5.769721915444226,0.9053171053620206,0.2373089926784442,-0.2973772845707391,-1.6646833985077534,T_cells
+6994,0.921645859375,0.1183187109375,1.3609359519361393,4.847493341504319,5.591398230429369,0.5430961703721475,-0.1900626937299652,1.1517525520947716,-0.59858676671184,T_cells
+6995,0.784211640625,0.163243388671875,1.2715631148871822,0.6576849400153357,4.736298882747414,0.468487741750336,3.7791686225612295,-0.5148209355477484,0.2832045717271206,Other cells
+6996,0.805830859375,0.13468943359375,0.580721828639035,4.607356297367369,5.503563927961476,0.5177402824257575,0.4275023475493279,-0.2914387276904235,-0.3968878526171702,T_cells
+6997,0.804692265625,0.1013298828125,1.4135810615753857,4.604416392946865,5.628230295381066,0.3477013150739325,0.2661717347002829,-0.659554757963388,-0.2035795296665178,T_cells
+6998,1.0090265625,0.089590126953125,6.067593439997236,1.4862273905383816,5.067638634209548,0.8304674413049518,-0.9705669004803684,5.645656248500369,1.3707436177788357,B_cells
+6999,0.817788203125,0.173012421875,-0.1140021560887295,1.2485209441105654,5.200423604843024,0.9289483127317304,4.257911980448353,0.5012094496468602,0.096653275797259,Other cells
+7000,1.062299140625,0.18170306640625,0.2446043155280084,0.5450977813859772,4.588315118049464,0.3608430225987691,3.582870873557925,-0.8191058503267543,0.2097907547012957,Other cells
+7001,0.9083725,0.0739725244140625,4.233169826638617,-0.7065056256331809,4.805670808487746,0.6415992520129564,0.4770457887412448,5.396613162767633,1.0778608879470744,B_cells
+7002,1.235165390625,0.219134921875,4.148862657836626,0.1515869558303685,5.435436765733047,1.1961339904791153,-0.8868065050456848,-0.4636756413209076,4.769433542646447,Monocytes
+7003,0.7833059375,0.1805934765625,1.9447837690999248,4.499008131791311,5.54525062350903,0.0994325746176354,-0.4468248125860042,0.7841060979571441,-0.3380967498386281,T_cells
+7004,0.7450896875,0.18920130859375,1.1855492741251803,4.427592742877407,5.368856450332849,1.428347837003224,0.5644622868202962,0.3933587777338961,1.332276517324959,T_cells
+7005,1.114198203125,0.0739059130859375,-0.0400662397173315,3.326997962749127,5.180659923362789,0.0507878122871522,0.2277884502451812,1.6844694589873268,-0.4993489283683564,T_cells
+7006,0.72583484375,0.085601865234375,4.996097118150144,0.9437509358263008,4.665791427282017,0.4362420326266806,-0.1149205454731102,5.818115438878119,-0.5994415747191713,B_cells
+7007,0.3395558203125,0.18567513671875,0.0590290627013951,0.677489966393882,4.559872373514256,1.1950083044316755,3.192512728741064,-0.2136559453276838,0.0391398238931722,Other cells
+7008,0.860476328125,0.091657470703125,0.9448846478752042,5.287957019022125,5.083702550470097,0.7233106333399475,-0.0122372173664355,-0.3929303315530433,-0.1302803552448,T_cells
+7009,0.79174609375,0.136957216796875,0.4334766885875729,4.722794108330799,5.4904721046138425,0.1018870427496828,-0.1925410520607311,0.5723318939351856,-1.2563782252537103,T_cells
+7010,0.681630390625,0.118298310546875,-0.6953249500709979,4.854485506040145,5.444783931007441,0.5414634345723639,-0.297890799754682,-0.3740994018295739,-0.5776521079242202,T_cells
+7011,0.6075833984375,0.13136068359375,4.146817982343918,1.3237547069026412,5.190370677839455,0.5817205170355692,0.0135111617535867,5.892124037868186,2.4423571919298226,B_cells
+7012,0.638145859375,0.118795791015625,3.713345435718841,5.908319019623615,5.408171832615024,0.4810556095450371,0.0579575360705556,-0.471441549384142,1.7647041718786494,T_cells
+7013,1.28971703125,0.5267619921875,3.328729452062929,1.437502282113239,4.728276123720365,5.217709163728102,0.1796521621584459,0.0709902975567738,4.173772812693641,Monocytes
+7014,1.551290625,0.28306291015625,0.7644249596179735,5.643269804379106,5.955335662286683,0.8670361036266632,-0.0484543467017827,0.2588269682018598,-0.5776493666719562,T_cells
+7015,0.745390390625,0.105066103515625,0.8263935861527257,5.483605663280651,5.482334827523624,0.6739312567275355,0.3682819667528947,-0.2257944201586079,0.4365566543774211,T_cells
+7016,0.9741634375,0.137430693359375,1.2840269292680406,5.378791996141687,5.532907205619353,0.6200571610060498,0.5452396682417311,-0.6523666161411733,0.464904081472928,T_cells
+7017,0.97994296875,0.083523720703125,1.2249784338512155,5.147084400810382,5.403958379813643,0.4774699360113816,-0.1846253151112162,0.269801166000245,-1.624694453228799,T_cells
+7018,0.84755765625,0.085483037109375,5.538454230888017,0.7568335486079749,5.09637178713159,0.6277277590027325,-0.4585132232970363,5.563403287685209,1.9007686467857448,B_cells
+7019,0.94359875,0.123609189453125,0.1430588067276774,5.098606294488083,5.592699719398174,0.5707539490223814,0.4339453805755612,-0.7801142768890393,-1.7024402308043345,T_cells
+7020,1.0588128125,0.2803051953125,5.203770341803301,-0.2113894128972855,5.860930257836726,4.606325458268563,0.0719214462277827,0.6308339414202421,5.140448841361281,Monocytes
+7021,0.85520140625,0.178115078125,1.5031061647284076,5.016646390614048,5.684220546320717,0.5187322033284535,0.4954659685073795,-0.0251846632317222,-1.281307944157546,T_cells
+7022,1.106286171875,0.15717458984375,-1.1938909993104367,5.044720506341386,5.389874692754265,0.6475671882609094,-0.1660199755787013,-0.2971385822600482,0.7062174243666169,T_cells
+7023,1.30525546875,0.100448330078125,0.1007684085966553,4.614808120179945,5.328208598470882,0.8964446131144115,0.1567037967360893,0.328083931222424,0.0164968171268114,T_cells
+7024,1.0434753125,0.119593330078125,0.384281514157453,4.769165936915035,5.340452530402387,0.2669257160696209,0.1773256361339286,-0.0215125676393351,-0.739151281537856,T_cells
+7025,1.283313984375,0.130765380859375,1.593591835932331,5.288589609091153,5.270539967189188,0.8824610547817622,-0.1728067277900183,0.2894136733592919,0.0442071303389751,T_cells
+7026,1.094455234375,0.4203977734375,5.359692267022719,1.809643863394521,5.382713878795465,5.606317095911128,-0.5095201737257501,1.2511322991126783,3.878920097354357,Monocytes
+7027,1.43188421875,0.385931875,4.661121305623159,1.365838262159511,5.223696962742245,5.359203306875959,-0.3009514700297909,-0.0031484394535327,4.404754317644022,Monocytes
+7028,0.6450685546875,0.19768130859375,-0.4616854070807754,-0.4265070978845977,4.3082829945116,-0.0800372269403355,2.892470835447366,0.5321517677557304,0.151601186331142,Other cells
+7029,0.964820546875,0.122141943359375,4.570080589137679,4.7432325000949564,5.543593781137914,0.5324386316230958,-0.2821750049752319,-0.3354202843136566,0.8079378571596701,T_cells
+7030,0.8022840625,0.13061296875,0.9943108245224755,4.644186898428735,5.270543323789197,0.5289435950590018,-0.0954856183354943,0.9849021100322696,0.2911043461178515,T_cells
+7031,0.960845546875,0.091000361328125,0.2524340933060889,5.508979211243641,5.423830835841306,0.1606146906216189,-0.2492556457430977,0.8165659624772579,-1.194906676429495,T_cells
+7032,0.979772265625,0.108548486328125,0.401580523013696,5.834101082378019,5.571242304836433,0.4182680953279371,-0.0477637669489295,0.2121999220104804,0.586076730366152,T_cells
+7033,0.799983125,0.16593244140625,1.04491446922025,4.945551515748199,5.2102924779718105,0.7622288228189709,0.5658550928570371,-0.1038458980242445,-0.7939857549875706,T_cells
+7034,0.99917375,0.1337070703125,1.2027126681901774,4.498562344906574,5.73012263004274,0.0605538201727378,-0.05804347018801,1.556603905219753,1.0876273952425697,T_cells
+7035,0.755059375,0.117264345703125,4.610192839413559,2.29065843846583,5.070441251006604,0.3086260969666164,-0.4470775567626551,5.924713421691736,-1.767408834818459,B_cells
+7036,0.927887578125,0.132611884765625,1.0252501549673,4.444171897560143,5.581807010135391,0.512545676140769,-0.3256567880660004,0.1983655264371696,-0.816706610297901,T_cells
+7037,0.78271640625,0.15586576171875,1.1857604312356695,4.062552441304146,5.032266790478274,0.717857601516335,-0.4786521691333327,0.0855308209716533,-0.38297700784399,T_cells
+7038,0.919030859375,0.160062265625,4.200970268223814,0.9831250498421232,5.467950663266482,0.2455274360829445,0.7501497416169767,6.168369312734214,-0.0930846373391105,B_cells
+7039,0.937594765625,0.123792822265625,-1.1605776930852687,4.724630588335239,5.3806133079826575,0.4242520286699784,-0.0416231871148486,0.3877062288879547,-0.7284667318449753,T_cells
+7040,1.056231875,0.120852939453125,-0.028576587039069,5.2469007171158495,5.518721307436994,0.3161733151183247,-0.3079507143829,0.171951592396757,0.2780146989368363,T_cells
+7041,0.826471875,0.0773738916015625,4.71584384361575,0.9845629460312336,4.698393130747955,0.061141709530232,-0.2758654252241481,5.434844360102855,-0.1438490443184966,B_cells
+7042,0.77614859375,0.096783525390625,5.466445423660888,1.2041164078090714,4.777391486449364,0.5850260177451043,-0.1833922943751943,5.8198619682999215,2.071966738841692,B_cells
+7043,2.13484375,0.22414431640625,2.8770387231547345,5.456242776863275,5.841225107914664,1.2567064539514816,0.3110020004372951,-0.5636908018372572,-0.9845923835934148,T_cells
+7044,1.399661875,0.54811171875,3.360631179265427,-0.3869274588874924,4.743341664618151,5.203577991081119,0.5031096607362721,-0.0257110725998485,2.967281937256293,Monocytes
+7045,1.015926640625,0.117615390625,1.657089314266566,4.576739855917265,5.546099687033722,0.5110369506715744,0.0924602728764428,-0.6908320401427206,-0.3256145983186451,T_cells
+7046,0.5385423828125,0.19477857421875,-0.191307624810954,-0.4544357651891275,4.757759517779966,0.2676804827151162,4.3120563580430495,-0.4291210772413114,1.7579480351555157,Other cells
+7047,0.932398671875,0.18158125,-0.3012782624459544,0.4963504873126099,4.046121937600574,0.358050172358237,3.660723117024098,0.0718718657966533,0.1233200324467718,Other cells
+7048,0.816044296875,0.09320392578125,-0.1238077212845831,4.985629009180431,5.178660566208131,0.1365281162790411,-0.1806696479352499,-0.2550213455025643,-1.50258394421492,T_cells
+7049,0.765937578125,0.14062501953125,-0.2522236955913012,4.525457377083663,4.834278999717374,0.5514623161326839,3.0534890646135966,0.7658101188552542,0.3116870210349948,Other cells
+7050,0.839135546875,0.0766165625,0.468343164092443,4.390837481357647,5.034607246878176,0.6687744359464224,-0.4810825842576073,-0.1837448433680087,-0.476557491577376,T_cells
+7051,1.3204915625,0.3961891015625,2.93167612837148,1.268977698214709,5.020720212913128,5.190051043958891,1.2670769902052856,0.3340777555907045,3.454926708751229,Monocytes
+7052,1.256743984375,0.1323118359375,0.2765498841497736,-0.8686534610326142,4.410116845209229,0.8559585576600525,1.9952055213413864,-0.2751050132826516,0.5785718323275888,Other cells
+7053,0.768133359375,0.10264890625,4.812087597586572,0.849477605486064,4.755383560608442,0.3279382376719132,-0.1015191245221139,5.218344927058856,0.4067410532577661,B_cells
+7054,0.933537421875,0.12786390625,0.8992519676324693,4.690211301228796,5.555145963244945,0.4839752133455552,0.2895593270084644,0.1747258124423449,0.7361451974020131,T_cells
+7055,1.03408578125,0.129462568359375,0.199671575672101,5.027775073224176,5.75145749715608,0.5852853587527563,-0.6224467052567738,0.5091419203297327,-0.336218745371218,T_cells
+7056,0.8662959375,0.13678138671875,0.7131318299055955,5.377767269859752,5.652315677718486,0.7015755291975033,-0.137541657487467,0.4390452737692795,-0.4508641076951808,T_cells
+7057,0.7721359375,0.146641630859375,0.2791419974443971,0.3887227055935167,4.2733216876541205,0.8630683780688906,3.1782244039793444,-0.61984481763338,0.3730354380400703,Other cells
+7058,0.865355390625,0.149801162109375,1.3368399367556107,4.243011289340143,5.633008523738408,0.5964908273876046,0.3715863542367564,-0.1970020731923648,-0.3534593486329698,T_cells
+7059,0.8889346875,0.130045263671875,0.3911818039842687,4.0153465268684725,4.8514254821684935,0.6043661544564036,0.4988698810962793,-0.003974310818274,-0.7511314495404515,T_cells
+7060,0.8985896875,0.074450205078125,-0.8067756232322996,6.742949480850955,5.169069467071539,0.0036203246545196,-0.2452312686340551,-0.2102490048573729,1.133144637513716,T_cells
+7061,1.40489375,0.24091927734375,4.705750048252746,-1.66456988396821,5.602188116143503,3.3015454576824435,-0.6976959795223409,-0.9464075553055936,5.16623644876019,Monocytes
+7062,0.915960625,0.14532921875,3.9493445086672927,4.793160340735293,5.5133872388833325,0.6387136610461226,-0.2408038760270828,-0.4368512591704927,1.0040501307331358,T_cells
+7063,0.744651171875,0.103347421875,0.8042880212032315,5.455585220957731,5.113365540542196,1.0086994923579875,0.2490719062243951,0.2286715390044521,-0.6349642617045667,T_cells
+7064,1.3530178125,0.128479599609375,1.8625608631828128,5.335568004770788,5.517244347959696,0.919172809197261,0.0927189372680972,0.0147105645899201,-0.1668744616749872,T_cells
+7065,0.970121796875,0.159106904296875,-1.2363587738659174,4.555509102264212,5.469920822520996,0.8309134842679503,-0.1766507936735927,0.14842346435813,-1.5890796571972177,T_cells
+7066,0.883308828125,0.065154052734375,0.4807890546088142,4.437605843007216,4.627851603404238,0.8878715507939043,0.0983767115136102,0.0507811441009901,0.0290692783196805,T_cells
+7067,1.088081875,0.109046572265625,-0.6147728110939301,5.339267259444322,5.443575782752935,0.3676865275454274,-0.061156882575836,0.277856707764731,0.223995469667377,T_cells
+7068,1.140406015625,0.139196787109375,-0.1956047899544153,4.73772910589137,5.641287585707697,0.459146385784287,-0.354769264412528,-0.2144876146990151,0.7774277590765823,T_cells
+7069,0.9703759375,0.117077099609375,1.4567363882754532,4.37637320295666,5.497501551887895,0.5672980273380238,-0.1104057124290644,0.4830730972007507,0.518553349193816,T_cells
+7070,0.7476753125,0.20751357421875,-0.627548193478382,4.505332616409476,5.118530753984816,0.9599450686708942,3.919281351218319,0.4215613652300939,0.7640565925850075,Other cells
+7071,1.176443671875,0.162266435546875,-1.316503839321588,5.187659088208127,5.414971060134214,1.3602549033131517,-0.0199041802598473,0.9758221128174585,1.147964591130936,T_cells
+7072,0.706468125,0.144083408203125,0.0502530427643526,4.514170360682074,4.808665366917492,0.2431586891627194,3.303899531832055,-0.1301465010333192,-1.1638495818199668,Other cells
+7073,0.71377109375,0.159785615234375,1.2239933489359032,0.1049975753631296,4.697164167964896,0.8019964403676392,3.6424477394481953,1.5047836522188562,-0.6779860770020725,Other cells
+7074,1.262890703125,0.6120598828125,2.6463667893884093,-1.1631617782235617,4.326120348340111,5.092583612374867,0.262629169907799,0.0214797317225813,4.25853998476775,Monocytes
+7075,0.828949453125,0.07168314453125,5.221546568059509,0.3027128853884261,4.74998124137386,0.7977643323236534,-0.0255116305914526,5.708492662778636,0.8471853840396788,B_cells
+7076,0.831548984375,0.093567587890625,1.0443657870382317,4.390149959242995,5.309827030279908,0.7856634166504206,-0.0736072969117974,-0.4192564211926204,-0.356234139410635,T_cells
+7077,0.71418171875,0.124127080078125,-0.1801980235988162,4.3236763817185295,5.092655901149669,0.8214076711921092,-0.1493374998153649,0.4783027124029889,0.477413980332781,T_cells
+7078,0.7975571875,0.070157685546875,-0.8299915069850832,4.165041994824451,5.055768071069122,0.7383346327035535,0.0825078417610731,-0.1255717550256433,-0.0963435314874903,T_cells
+7079,0.88608875,0.14087466796875,0.9169601308490756,4.970624740178059,5.612660377017313,0.778682871092311,-0.2091347345046126,0.9468539806009544,0.1054294508347289,T_cells
+7080,0.696714921875,0.1877016796875,-0.0353584436908082,0.1280210395019679,4.662498644853523,0.3412583582980218,3.750741366225054,0.0861994322578722,-0.1557424438695079,Other cells
+7081,0.857039453125,0.313669609375,5.219699367760227,0.6625706987120795,4.895672128900998,4.7293998098369165,0.8215623293867433,0.1774868316269677,4.200588083405811,Monocytes
+7082,0.860922890625,0.139100771484375,-0.2419028700531438,5.420696481297341,5.749140026804359,0.970864973424104,0.0699129871143371,0.2513270459334613,0.1456089186242626,T_cells
+7083,0.71636546875,0.073150390625,-0.6820289360507376,4.849439787417877,5.313425586068665,0.5895939189816337,-0.006212165184751,-0.163947043791524,-0.24401166177042,T_cells
+7084,0.907320234375,0.197214765625,1.1105767787428795,3.970530356355664,5.096458807680642,0.398092089947773,0.2722129348163919,0.0477117881033951,-0.4934177394716819,T_cells
+7085,0.999618203125,0.21460634765625,1.0927464296985152,4.677180872847185,5.568670389542153,0.8702299183550002,-0.1604886140584714,0.5071311930299756,1.4446074386997054,T_cells
+7086,0.80616234375,0.13653833984375,0.0110877619870011,0.4114960975139301,4.540368811413906,0.4342965684919287,3.200287615618349,0.3434564109017273,1.1522543761087296,Other cells
+7087,0.98432390625,0.09167607421875,1.5051515164819549,4.865639321025747,5.152656633181797,0.0674809588537605,-0.0926083733615258,0.057129537372672,-0.1855509924514176,T_cells
+7088,0.778221484375,0.133255205078125,0.5876621144981622,4.319518669040893,5.206490916622224,1.38022205636353,0.0034158564261145,0.4246504675937024,-1.0768629827307403,T_cells
+7089,0.985449609375,0.13646513671875,0.7421909496788885,4.236582656213601,5.305213626614597,0.5578986575594449,0.1754691052816983,-0.5661376912499207,-1.1680608336538971,T_cells
+7090,0.5630247265625,0.1210545703125,0.8505856826415892,4.357164154331077,5.197278222430975,1.166424849848357,-0.2788998491089326,0.2024515301467412,0.2166107210693575,T_cells
+7091,0.934274609375,0.121963720703125,-0.9843155050986456,5.103171447472763,5.520583420715577,1.0664769704378767,-0.49639210729384,-0.2766182391277015,1.1516402078024963,T_cells
+7092,0.84144328125,0.106085078125,0.9431752183994672,5.101305503803957,3.964081953462258,0.5738205495374534,0.277127974834492,-0.5232257409574935,1.3768690708186688,T_cells
+7093,0.85265265625,0.10275091796875,5.448409954462423,2.3544835156118435,5.116787242768186,0.4155273863976259,-0.8516151353567798,4.802638164710365,1.2061947480349882,B_cells
+7094,0.693640234375,0.156390849609375,1.5238671990167512,-0.7217189144830334,5.237790642793748,0.7731134289519026,3.57990487101898,-0.0508012720704683,-0.3429598034689705,Other cells
+7095,1.055234609375,0.105320546875,1.8680288211918528,4.719307219050031,5.670490673225589,0.6697360283936203,0.0235906625191961,-0.4403644408581164,1.078581993921801,T_cells
+7096,0.816662578125,0.195817578125,0.8406962633896451,-0.384284353294714,5.103803393121901,0.7344083748242258,3.887845400513259,0.4944881599765262,-0.0332829568192984,Other cells
+7097,0.842079609375,0.154219091796875,-0.2549022730513619,4.961842812268481,5.834997417332799,0.007953745640597,-0.6031380034608853,0.0782025194021212,-0.969576787845149,T_cells
+7098,0.93246359375,0.13895794921875,0.3844954948820398,4.322664423516449,5.208986867043882,0.540076957049465,0.1969990705769407,0.6814764787920834,-0.0117347136465494,T_cells
+7099,1.46197109375,0.2339973046875,5.206971416377626,1.871575835957372,5.139095227888254,4.1609228902993305,-0.516249121196587,0.518655272497346,4.504187348520314,Monocytes
+7100,0.9855965625,0.14065443359375,1.6262234581952535,4.25260530321585,5.031507707095847,0.547671923959178,-0.0580033168113042,0.0431689664057254,-0.3729985159345429,T_cells
+7101,0.975305390625,0.12215875,1.246511148242597,4.352776355221468,5.364365060951397,0.9095036704843124,0.0190488576038462,0.1529083226327921,-0.8327984358081542,T_cells
+7102,0.780363671875,0.162995546875,-1.209385342510645,5.43044930170873,5.155871112165141,1.0977846719316946,-0.5724870750889027,0.1757461110244272,1.1093024365553128,T_cells
+7103,0.854993203125,0.4901222265625,5.088661790549907,-0.6033883198670018,5.119578394963386,5.223196025904859,0.1212089337110033,0.2876196734865283,3.627758082742859,Monocytes
+7104,0.884276484375,0.0668079296875,-0.2942400892725584,5.353334971182544,5.167414160067532,0.0086443792296067,-0.0753275388972776,-0.065355430382607,-1.1712070065271272,T_cells
+7105,1.018186015625,0.116292177734375,0.6321917184572402,4.353631759797171,5.2921740965158985,1.0086513571063225,-0.1238892098202041,0.0075630278166357,0.9637470450157388,T_cells
+7106,0.795481875,0.133488037109375,1.4978470177981356,5.099644268400068,5.36914719846967,0.4033444370051183,0.021571652442766,0.2146216015020274,-1.3270739235449425,T_cells
+7107,0.949366328125,0.2039885546875,-1.2660100291515328,4.388879060682864,5.305525561230287,0.883960201098992,0.3396400353108059,0.1698123461525739,0.8504371178325205,T_cells
+7108,0.750519296875,0.14548224609375,0.6153795637181045,4.08164125836953,5.747024524813104,0.6084056886902776,0.1517178750164514,-0.0034180248583774,-0.1767621565401509,T_cells
+7109,0.94883546875,0.080010126953125,1.1161210137087678,4.860235765534202,5.375009722665808,0.7391622235998675,0.1999575435902898,0.7489188416652953,-0.3222037258989875,T_cells
+7110,1.03448546875,0.065800361328125,0.4680394636681121,5.254200545485223,5.572944203452912,1.7525442304363854,0.0113548556588381,0.0675531025908549,-0.8586435779171292,T_cells
+7111,1.103562734375,0.1102677734375,1.2552991072755373,4.870888931715334,5.550773028098845,1.3983681425349357,0.1612434525488562,0.0444184819905097,-0.911013996215587,T_cells
+7112,1.0079115625,0.27707455078125,3.3755368818860467,0.5620899890460889,5.090850171675216,3.4329730802962035,0.1037802702933401,0.1493230894092035,4.198428163403261,Monocytes
+7113,0.9521121875,0.08185603515625,5.326371708787415,1.9306142651134603,5.075012195381437,0.6499441450389093,0.018479291410904,5.821960727828162,0.4157770902078196,B_cells
+7114,0.9939390625,0.121913310546875,4.483780615460232,1.5216083483925935,5.046903325873383,0.7428159740822862,-0.4942942693215225,5.806576335419142,2.050536066198504,B_cells
+7115,0.89246078125,0.20188482421875,0.0866890990648331,0.2807614405514517,4.582199360355068,0.3619708417332046,3.4737097124149945,1.0902032033935265,-1.2117281467156602,Other cells
+7116,0.9117184375,0.145520634765625,0.8184350215897633,-0.2945191401463718,4.621260136012379,0.0997982132580189,3.7314976322796594,0.6633356293312395,1.004897302326489,Other cells
+7117,0.894972109375,0.136844990234375,1.491476372092645,4.5279338294960665,5.79709609620364,0.5641583892824236,-0.1207881767536173,-0.5512443713905547,1.0687309004136458,T_cells
+7118,1.13227265625,0.1394734375,1.3873586125606772,4.98218393069941,5.480871679669137,0.4719186668730194,-0.1606586333878149,-0.2682745366556655,-1.2314410757706271,T_cells
+7119,1.087906796875,0.111740419921875,0.6778280500392202,4.550004372909085,5.5876622860065,0.1099498471018653,0.0856396980095502,-0.1240240124701817,0.6064637513681527,T_cells
+7120,0.9918259375,0.611309921875,2.827169754867243,1.617112298136104,4.886342456880213,5.117016148511134,-0.8808175425754183,0.8844628810049622,3.5194368771054654,Monocytes
+7121,0.98833984375,0.120194619140625,1.2903452176696453,5.140895557778566,5.497209047334897,0.9295110616338488,0.1476211400776555,0.0253586608448027,1.07787995281295,T_cells
+7122,0.823473359375,0.137340673828125,0.444121566353028,4.110930448685381,5.235333929087996,0.1498712746287096,-0.4356184241877568,0.4032151971098321,-0.4849674456593207,T_cells
+7123,1.0986,0.120911748046875,3.513588765507268,4.1533772237561815,5.5069509395279095,0.853885034103893,-0.0440787830734921,0.3837351832076926,-1.5056446351560338,T_cells
+7124,1.18951921875,0.142320908203125,0.4773930409597211,4.227616500659302,5.722157781030972,1.8916065261255068,0.3688461329621907,0.0094517936308898,0.0765407568021528,T_cells
+7125,1.227118515625,0.696338203125,3.347100896111339,1.778334181909265,4.772200325826198,5.2643204404534885,2.031978818893686,0.914471135812032,3.608692025887857,Monocytes
+7126,1.2695075,0.12009201171875,-0.5830759864537668,4.488049012338103,5.535659431847244,0.1923232444406829,3.3465516965059168,-0.1346729845399246,-0.1525020823720172,Other cells
+7127,0.985593359375,0.1235905859375,0.5920852259663087,4.499439005401134,5.018380955193682,0.7121792093766791,3.0581451368776382,-0.3297160787593131,-0.2353619986327285,Other cells
+7128,1.02992984375,0.1889252734375,-0.2320451830736829,0.8914495611723987,4.422432001349899,0.4278470938305269,2.758111391125666,0.2717126093747978,0.3144415733736068,Other cells
+7129,1.259594296875,0.5146534375,4.16881790635361,1.0388860347592836,4.7667543237978975,5.536941112258228,0.1144107961621222,0.1781370872705331,4.204553934873203,Monocytes
+7130,1.85050703125,0.22091087890625,5.346228134170252,2.627852094566693,5.905250972928667,1.0500576778593202,-0.5128043058538427,6.219557536235004,2.006933960532736,B_cells
+7131,1.09344546875,0.100986025390625,1.719085444857739,4.899321590836338,5.395885227027167,0.0511144307799594,-0.0507966868086756,0.1469813054059165,0.0650068625431508,T_cells
+7132,0.80737265625,0.145473837890625,-1.2487388136129574,5.84216628676638,5.28584487476122,1.4059148640884849,-0.2793430788662643,0.9747444898318662,1.3770415953695625,T_cells
+7133,1.148423515625,0.13243486328125,-0.1075773263521179,4.460438320410838,5.372065732488252,0.9445567165310284,0.317774835653035,0.4323417989452882,0.7304311057431538,T_cells
+7134,0.771368515625,0.1445430859375,-0.2789442080739613,4.310608813926344,5.43674689225363,0.3734455972901559,0.1138972922644014,0.9888405809457522,-0.1269204827058157,T_cells
+7135,1.001003828125,0.1287232421875,0.0012655852287539,4.216088070849585,4.9866013998552265,0.3208787363465545,-0.0632608649123777,3.27033340428297e-05,0.6277948370157096,T_cells
+7136,1.03712625,0.139558046875,2.310214399566736,4.326405311371151,5.271932626288419,1.411647199411216,0.0014135063364595,0.1068569456896581,-0.7838017842735215,T_cells
+7137,0.9216803125,0.110371591796875,0.9229124323390788,5.320263708318908,5.490611651572539,0.4402316854613244,-0.0401479316132209,-0.3385871580571535,1.374349456275333,T_cells
+7138,0.91875109375,0.15336634765625,-0.5877260378435898,0.9011442075969182,4.842524759318532,0.2003783950683904,2.740250035379453,0.6844094785458087,-0.3391654869320505,Other cells
+7139,0.771191015625,0.16056875,-0.5493587595076203,4.238040538831438,5.562561667260512,0.3820218902387571,-0.0451145794090867,0.4706591472963277,-0.2895175671863725,T_cells
+7140,1.7323725,0.4681891796875,5.162586672983936,4.509117070244014,5.993882149486929,1.6274831915892625,1.5658944714641303,6.695595602562514,2.3090840656450133,Monocytes
+7141,0.91391875,0.107170048828125,4.745216380645589,1.4094418468663783,4.8979647649251286,0.3286190611793713,0.0375631032950852,5.877615207265141,1.8036898790939544,B_cells
+7142,0.713719921875,0.089444296875,4.1916927916710085,2.013754259233724,4.347880797593851,0.5166727685229466,-0.3247393265966815,5.130988908731905,1.8870851100398405,B_cells
+7143,0.73809109375,0.151341611328125,0.5343327222170439,4.541098825742532,5.52800857031379,1.8104786987497845,-0.0863562982074025,0.0707212527778509,1.055980050334535,T_cells
+7144,0.934027578125,0.1325980859375,1.2308597154448755,4.278298162539742,5.407948574031008,0.621086680787558,0.1387789981893155,-0.2467702397386754,-0.7189734737284376,T_cells
+7145,0.897154765625,0.10098482421875,3.329029639416801,0.8427508082306658,5.229173749222461,0.0631744201857249,-1.059124351712298,4.490939143360463,1.3998746642727211,B_cells
+7146,1.071623515625,0.4492671484375,3.6422017138575984,0.2373676130620516,4.731132981319162,5.1327144526027855,0.3691606477707665,-0.6628052120661005,3.7694346783107537,Monocytes
+7147,1.091493203125,0.1031571875,0.1566041186287884,5.367674178249151,5.355993079263442,0.803400468955779,0.2244418190011713,0.5045380815691857,0.2517696908548969,T_cells
+7148,0.74489390625,0.20303,1.869028424563388,4.384823925648001,5.277825267722418,0.8229024710118529,-0.3307361293549627,-0.2241613551067206,-0.7884274920786635,T_cells
+7149,0.84845515625,0.117007490234375,4.762434008399705,-0.9603574691972444,4.8525564288223455,0.4829639427412615,0.6358482341762901,5.865166032715726,2.5562825427203646,B_cells
+7150,0.987113359375,0.112053671875,0.0571555670170799,5.239825506736847,5.593696446862817,1.0901741656104182,-0.0063468890606719,0.6298909252972176,0.5945563797887499,T_cells
+7151,0.865763359375,0.0759114501953125,0.9354549315700618,4.692836798641597,5.532723577491139,0.6877302712723432,0.1103190615678964,-0.3902651160474456,-0.2071940405577065,T_cells
+7152,0.717567421875,0.13248587890625,1.5815207834401828,4.389525209483262,5.32931898350295,0.7651315131863953,-0.1220999220543013,0.472183132127703,0.2368751151593401,T_cells
+7153,1.42525375,0.698121953125,2.895455522756099,1.5554006080526994,4.492753196724419,5.064827406881539,0.8330602677201564,0.5701321347697584,3.662989096517807,Monocytes
+7154,0.950658203125,0.0969221484375,0.8825580167166661,5.691594536759392,5.402609216401438,0.5727657423135357,0.4157029421354174,-0.7419520956538024,-0.5990917427704469,T_cells
+7155,0.983608828125,0.094557158203125,-0.2597428557462675,4.179524219710811,5.560538636699812,0.2027497889419315,-0.2503368154327694,0.8325753314973907,-0.9352457087922258,T_cells
+7156,0.945573515625,0.119157646484375,4.791242028086265,1.2989498899850629,4.776153627114602,0.4778363589928133,0.0136066057345141,5.532529678571454,-1.124424571395467,B_cells
+7157,0.662936953125,0.080405595703125,-0.5530833186296753,5.243275770719051,5.25010954995379,0.9341401380086928,-0.1530432590773845,0.3005497708609019,-1.254393665652001,T_cells
+7158,0.805079921875,0.087336748046875,4.84438286238619,2.137670281479448,4.970381778633242,0.4989968527720444,0.177165201708327,5.130909519429177,1.605145911248719,B_cells
+7159,0.923991796875,0.090136220703125,-0.3290634098245563,5.761394378767299,5.447969563384282,0.4051568986684135,-0.2065905183076047,-0.0235379531427431,-0.5412000732987465,T_cells
+7160,0.67175765625,0.20288005859375,1.9578139326391544,5.42321616825763,5.603728842413332,0.9988935774917396,-0.1696761434293821,0.5486211968236191,-1.434327720186465,T_cells
+7161,0.706710546875,0.19301912109375,0.4611244986320499,-0.1107138503341408,4.582766910574154,1.0980034707596216,3.558067723645697,0.6900359680204905,0.4605023151753644,Other cells
+7162,1.062947265625,0.1135287109375,0.0387239581346667,5.314278130337445,5.496961888161845,0.2602419455876445,-0.1334501818926473,-0.0957302466943161,-0.2347457245035785,T_cells
+7163,1.030050234375,0.13763052734375,1.0997927792570108,4.91421288087371,5.054167500336255,0.4042920122197536,0.06573794384162,-0.4820721134892938,0.2442726767437459,T_cells
+7164,0.756411796875,0.125251669921875,1.1935383475946488,4.697128385495811,5.1618249743541655,0.7367136325532445,0.3001131793523969,-0.2824836216487216,-0.9696213618548336,T_cells
+7165,0.710681953125,0.0797220849609375,5.242675760347497,2.290558378250385,4.667607068642585,0.9025310080621284,-0.284366734808559,5.701494629811371,0.8550232775616115,B_cells
+7166,1.096263515625,0.1182575,1.793482685636359,4.4493747578119525,5.640103770337867,0.0791797942609717,-0.0846971673448,0.2505892115809666,0.7090149876282277,T_cells
+7167,0.953013515625,0.088707978515625,4.728766199778922,-1.2745332271437635,4.604380255622109,0.3471407541924483,0.2947329126879968,5.342852419430158,0.938885181945428,B_cells
+7168,0.8735359375,0.13524033203125,0.6273409054116761,5.33624662946584,5.335682200870638,0.647808848718788,0.1903491269441014,-0.2055319879421495,0.8084694460156816,T_cells
+7169,1.38563015625,0.4142083203125,5.542556443713948,2.5322210725217373,5.868806100190016,1.4863712849229889,0.3646781351970415,6.635806522997791,1.0542032236061365,B_cells
+7170,1.12747140625,0.115260595703125,2.023794267386904,5.222491742443711,5.467163224952893,0.1807166924528281,-0.2319237667842302,-0.3885294140630165,-0.2057590453021846,T_cells
+7171,0.711750234375,0.15209654296875,0.637876787448671,-0.2500190815827482,4.674086371840355,0.5375450949601774,3.1859747917031864,0.1585863653010605,0.339054988740376,Other cells
+7172,0.7478584375,0.101705546875,0.1347735535923643,4.384623727124303,5.006076675345136,0.6285686891466992,-0.1790071581093181,0.641914101205844,-0.6121902158405131,T_cells
+7173,1.214931640625,0.448253984375,3.71769663772087,0.7858276437132405,4.982988539584525,5.057761154898396,1.661984693816699,0.4812198715080537,3.2861840783881773,Monocytes
+7174,0.789389140625,0.090039599609375,4.85989050761304,-1.4311522803362855,4.492164546522509,0.596659458738139,-0.2736047996273325,5.199859812550636,0.2474915101002148,B_cells
+7175,0.8276915625,0.130558359375,0.9101468831945836,0.974133784178321,4.59484360065821,1.6683771839192083,2.872233458313335,-0.1917424838981222,0.1093474508591014,Other cells
+7176,0.928296953125,0.136195087890625,1.1710451445911307,4.405238369123572,5.389916073557944,0.8605609914104785,-0.010412511676638,-0.1950459851381164,-1.1419728270961635,T_cells
+7177,0.994696015625,0.17873078125,0.9851842668117524,4.530912693700484,5.486345870374246,0.3544891232990045,-0.4662214819488409,-0.1095345096154747,0.1287427495060023,T_cells
+7178,0.869856953125,0.0789899609375,-0.1593568972633172,4.527231959299128,4.9440060329927125,0.1221919528028689,0.0418450659179355,-0.312023393373231,1.4328470235735824,T_cells
+7179,1.6188734375,0.148545751953125,-0.087941448865747,4.819794706157639,5.408098101044063,0.3752724718155407,0.1120162322045475,0.1919000379322835,0.4540603304597267,T_cells
+7180,0.9886415625,0.10778275390625,4.262597673832535,0.9802596024720672,5.042028893303977,0.1808051765790862,-0.2161524356473875,5.535832160537618,0.9310193824897154,B_cells
+7181,0.90859328125,0.143316484375,0.2633219865725688,4.925850893782187,5.080949001447288,0.2278349774871787,-0.1132387138507134,-0.3503896669306436,0.4275222337795604,T_cells
+7182,0.78656875,0.15891546875,1.4568136595335597,4.7317299919643965,5.268713133878974,0.2380049784263132,0.3485184157028629,0.1100581590145116,-1.074372063093522,T_cells
+7183,0.868674140625,0.601884296875,3.552100874090101,1.0132342884674808,4.5074095143080095,5.251332891021107,1.3256516891329522,0.6637920320430811,3.4498314143014976,Monocytes
+7184,0.71735015625,0.13132587890625,0.2940704856587125,0.720303876560238,4.940611206099212,0.969566876210754,2.6562399982560976,-0.0164772369657414,-0.2198094830537733,Other cells
+7185,0.886104609375,0.2964475,4.570388979724684,1.973786899848624,4.443544750420878,2.095185363750033,3.4783029287080645,0.8338350681870789,3.3598115930781964,Other cells
+7186,0.993678359375,0.072851533203125,-0.2393163015917674,4.94213371573526,5.327917205351259,0.9070781933902,0.1956692963254074,0.6053638682786446,-0.582799819309555,T_cells
+7187,0.6224449609375,0.108810126953125,1.3196828128646183,5.524166869360922,5.245545674094839,0.798706299380529,-0.1052543286399351,-0.5491059134022912,1.138370873494213,T_cells
+7188,0.86410125,0.2696,4.370076152886082,-1.1697606923504933,5.274006005714403,3.712227457806183,-0.3406296520568136,-0.7994713393999052,4.526574676653565,Monocytes
+7189,0.8806203125,0.086529619140625,3.578992623449972,1.5660789782836595,4.666089216791353,0.1896331424177083,0.4342933245190015,5.504756080302843,0.2068836085610376,B_cells
+7190,1.13968765625,0.14472791015625,1.564477721473935,4.573217954424256,5.334711576694863,0.2993071027133308,-0.1465901882188606,0.0982580853028766,0.9503219340826018,T_cells
+7191,1.006346796875,0.04106244140625,0.8784902981128522,3.8294458315435698,4.415675600535877,0.6642849034435794,-0.0631784934347474,-0.5566960421929604,-1.0420565088229536,T_cells
+7192,1.2259359375,0.14260896484375,1.3344681653075925,5.029517371516008,5.420279662044611,0.7279734770375172,-0.0898298856906518,0.9117951038728878,-1.1840632948377858,T_cells
+7193,0.79437359375,0.095669140625,4.801694370269867,6.728312404653342,5.008815975613044,0.6887741831753033,-0.3271143476537443,5.638641571549676,2.398331026902684,B_cells
+7194,0.7756278125,0.128400986328125,0.2512534388933739,4.904301909212004,5.522829798674341,0.5021176001923151,-0.0524246745451986,0.7804471406145157,-1.5016954798532776,T_cells
+7195,1.72449328125,0.2493995703125,4.2507276050534655,2.3362612704253944,4.535648096076575,2.976352356771747,-0.2528144161483959,-0.6022393532474237,3.124389188107917,Monocytes
+7196,1.164689609375,0.08828490234375,0.5558283910363694,4.652637552548884,5.287951017936241,0.0856644975226207,-0.4719059000777859,0.2619551409208093,-1.2790732036000412,T_cells
+7197,1.073950625,0.4273778125,3.438400759806258,0.8744590556708748,4.869085627947762,4.978329407730768,0.2791949907465912,0.123638352251839,3.4826780896604808,Monocytes
+7198,1.20184859375,0.123487373046875,-0.2447794886857302,4.483384991848705,5.261500241885887,0.7974043218099929,-0.2974160101424781,-0.2960647582392683,0.9431534223527084,T_cells
+7199,0.775816875,0.097333818359375,0.028047879129793,3.958282971145366,5.410806274918978,0.4098645467428459,-0.0748984894176187,-0.1955143789314234,-1.07816037700548,T_cells
+7200,0.726161796875,0.14087466796875,0.2411926113245658,4.610140001654144,5.418309352677106,0.458865931438867,-0.0125070157170324,0.040077095473205,-1.091904838873111,T_cells
+7201,0.816578984375,0.145982119140625,-0.1926511115269706,4.099495047111911,5.138130262618553,0.4765177667836284,-0.1526122670447383,0.5423917722427539,-0.5886200289152178,T_cells
+7202,0.724409609375,0.133725078125,1.889658835943759,4.774146000019599,5.5510399423478125,1.388264910170955,0.4263936673145315,0.4077984133924836,1.5467921438935153,T_cells
+7203,1.03181515625,0.138049404296875,1.2301614160213914,4.509372348614032,5.3670041010260245,0.1124963580228501,-0.1046245446524775,-0.5400106133107766,-0.3790606931588858,T_cells
+7204,0.935362890625,0.130403525390625,4.554240799392976,1.6513966176780257,4.917587072931792,1.0411381909180302,0.6377673555528109,6.002525718289596,1.7138636522695314,B_cells
+7205,0.73092171875,0.139757890625,-0.5303732244782072,4.7690334796075735,5.642992038186814,1.2391555479767598,-0.2248245095111349,-0.5005060949205167,-1.450012923289205,T_cells
+7206,1.23659265625,0.137558515625,0.7088228890322176,4.988114194006108,5.56676924788694,0.7757148806816208,-0.3269636140304954,-0.0530945091177235,-1.0650343825870443,T_cells
+7207,0.82025296875,0.1064079296875,0.7829665655512297,5.062895915715523,5.108249440035378,0.5080055586079241,0.1751559748474582,-0.2850034280073729,-1.0132193539667786,T_cells
+7208,0.867798671875,0.13554458984375,4.649944798385691,0.6029393813875152,5.141056149027288,1.2479436437600326,0.4903655975055233,6.058609589830367,1.4090633425962968,B_cells
+7209,0.8643921875,0.1354449609375,1.7819346098681283,5.378796884367129,5.769953964591851,0.1223590647056098,0.1648913791841952,-0.4458741027158712,-0.1290137125388682,T_cells
+7210,0.76808734375,0.173148046875,1.6929487430465286,4.841938316405552,5.709879745236269,0.4397951855902383,0.0021759611163258,0.0299348614101074,-0.9104647463857708,T_cells
+7211,0.982015546875,0.0802237646484375,-0.9125595809506684,5.085485665667266,5.117725494635611,0.6564412871169494,-0.1785280437049209,0.0352879526920646,-0.0836303472115007,T_cells
+7212,0.83203640625,0.133704072265625,0.6538960268601814,4.268579607214314,5.246750491149341,0.6162724121352979,-0.1307534523762624,-0.0791280604307256,0.2587958070719364,T_cells
+7213,0.639753984375,0.121269404296875,1.7769978598868983,5.852261698446346,5.76901238879034,0.7919914812349818,-0.2026799382952067,0.1438371829541946,1.0012816546510594,T_cells
+7214,0.6339095703125,0.1310750390625,3.678467119809578,-0.0697278660015391,5.29889132637685,1.1831959665110865,-0.2478736898335086,5.312712331205907,2.0165093521674846,B_cells
+7215,0.879990078125,0.0810429052734375,-0.1348517823835611,4.625293932641558,5.106695344235532,0.6578805128781556,0.1093454885523104,-0.4346326582498055,1.0680380098266142,T_cells
+7216,0.914676171875,0.1349780859375,-0.213365989769368,4.57602624286478,5.256943761984503,0.4931900652107085,0.2506378676530279,-0.4933844758082554,-1.1890885255128858,T_cells
+7217,0.8020196875,0.064679375,5.343930018322881,-0.0987778479809512,4.669156354425267,1.2500419522102282,0.2199711527150605,3.6504415256829312,-0.5243289832923886,B_cells
+7218,1.187284765625,0.1178008203125,3.512185965482156,3.914385073505693,4.080033799376335,2.5380780236932345,0.0313782278993926,-0.1449541899403134,1.147182869251414,T_cells
+7219,0.69808078125,0.12076412109375,0.8181043809793825,4.820206503786219,5.842527195315534,0.7547723127874969,0.3739996853133437,-0.6078422572935683,-0.3495849450860306,T_cells
+7220,1.38232515625,0.5627572265625,3.366076537521721,1.7404707236706456,5.002285405173268,5.599324591176322,0.5096578344270859,-1.3412744816193738,3.997029492970503,Monocytes
+7221,1.18468578125,0.085388828125,0.13717749794809,4.827568209320455,5.5158188708270925,1.084432512165707,0.0928977455095181,0.2926166290379554,-0.6262383196170487,T_cells
+7222,1.152263828125,0.14092568359375,0.0512968901326696,4.985565370363096,5.268719372974715,0.5811925010694666,-0.0529159622945832,0.4684698208423604,0.2334621495026534,T_cells
+7223,0.905037578125,0.145783486328125,1.1118482465020865,4.3677271475417525,5.738961690866699,0.5802701953410894,-0.4336739905532022,-0.2530525008839028,-1.3516810893036697,T_cells
+7224,1.0701684375,0.108757919921875,1.7714881683704218,5.533389320389729,5.42276354242845,0.2471448814388803,0.2626357443684519,0.242713051667777,0.4290478444970728,T_cells
+7225,0.90291953125,0.120801923828125,-0.1458769455540362,5.607827159938203,5.592301489792197,0.2210424038596827,0.0421641691659195,0.5164546870277358,0.8622334708419703,T_cells
+7226,0.821112578125,0.122318984375,-0.3085990761766157,4.815236883163798,5.369370125869029,0.2074484675746358,-0.248427333977657,0.0419364103089124,-1.1653244300038088,T_cells
+7227,0.560106015625,0.16781916015625,0.0963008830404823,4.958261443829896,5.446213840165786,0.0770448466220714,-0.0701486169625895,0.4682535034349661,-1.350553123696935,T_cells
+7228,0.796882734375,0.101730146484375,3.9889995296158176,1.3719227338257354,5.157596039524451,0.4591290120695396,0.4267654029897666,5.400520502760847,0.9186880275515068,B_cells
+7229,0.843024140625,0.097309208984375,-1.2497726184026383,4.576377688213452,5.142773854941865,0.6832511231829711,-0.4456142095939281,0.0921355764342406,-0.2826956392844785,T_cells
+7230,0.78429984375,0.12293107421875,0.2394437440850084,4.516371178467968,5.267603483415628,0.6168842277724584,-0.3155323254008713,0.71247912490389,-0.0466508688125692,T_cells
+7231,1.225075,0.14681205078125,1.5778798227928568,4.459207839486368,5.328895971838386,0.7926143709878264,3.200149604126541,0.4668343741446176,-0.2257403437919034,Other cells
+7232,1.051895234375,0.1360624609375,1.451013540285014,5.28311949074204,5.554882201053752,0.7770836758658056,-0.4976152247023088,-0.0522610690912835,0.3395084101268411,T_cells
+7233,0.88730671875,0.11292560546875,-0.1624950849587987,4.704415592532765,5.222392772126932,1.1134402422528904,0.2357358943379927,0.3396370807152814,0.9866982236260612,T_cells
+7234,0.87259890625,0.15093955078125,2.003148342446604,5.358814049084458,5.067206577080918,0.5488191758718886,-0.4798327177769523,0.0608194675882076,1.5104300171422531,T_cells
+7235,1.64862765625,0.20335513671875,5.0371981249979445,2.236013988818391,5.633885352818419,0.8256821065952702,-1.0425266580453578,6.5348466006595896,1.873299349683184,B_cells
+7236,1.65157296875,0.18006240234375,3.058226989668935,5.255374876691668,6.121256151468293,1.2558684544774883,0.2199963344814672,0.4162973539537028,-0.1033357136519536,T_cells
+7237,1.224270390625,0.380858671875,4.171670669196527,1.942345861359124,4.757575988664067,5.16195387489227,1.0055710028114406,-0.6568452981849876,3.8897547819722273,Monocytes
+7238,0.91795484375,0.125005029296875,-0.8695417627895962,5.2443467795880965,5.766754725700924,0.3868169094725781,0.1279899718317285,0.3462424193117044,-0.4809537146180718,T_cells
+7239,0.82533046875,0.152151142578125,3.406832576318922,0.4847609129903973,4.789304031421594,0.3560267693602109,-0.0331075361496979,5.305237777802772,-1.0511034505523624,B_cells
+7240,0.8499978125,0.134958291015625,4.984823602452533,-0.9783992119952878,4.651413978500831,0.5435363376988442,-1.082632262343966,5.404175335515583,1.1439617812461966,B_cells
+7241,0.780707578125,0.08807126953125,4.151931085154276,1.1581906745665689,4.956664062454701,0.1298770924266925,-0.1195449658913874,5.340636630316442,-0.9064651718517605,B_cells
+7242,1.00872359375,0.148032666015625,0.0510064808223299,5.0818248794687255,5.30615566115565,0.389236749525574,-0.1661313280134455,-0.0705220453730187,-0.231188888542881,T_cells
+7243,0.777269609375,0.165541171875,-1.162458170097412,4.383111133101196,5.464380892214556,0.9580725532595188,-0.3209078599399489,-0.0200300075492057,0.7421979143171535,T_cells
+7244,0.96258125,0.12955619140625,1.8539386035443364,4.687835209436308,5.495840422432612,1.6511780223178638,-0.111468253628492,0.2603385408258755,1.5453584633793789,T_cells
+7245,1.51663875,0.667946640625,1.8701992916079164,2.0568068304290743,4.272461329984946,5.43539962110638,-0.2814675493451452,0.2496128098336741,3.882297705733465,Monocytes
+7246,0.730392265625,0.1002191015625,4.321203076140675,2.045760298393811,4.715758019701621,0.0654185075293753,0.4360439386496798,5.399358204507799,1.9696654025155285,B_cells
+7247,0.632469921875,0.12430169921875,-0.2088869690417318,0.0771047489775334,4.198679393212418,0.5545150214940926,3.505525119487809,1.149032680223239,-0.0438620639877076,Other cells
+7248,1.122601953125,0.134157744140625,1.4824973672890558,4.4739116450430725,5.596901066752339,0.657819791949697,0.2572492417891177,0.7125369712231209,1.2933131315710118,T_cells
+7249,1.0189246875,0.16417234375,0.744923108363755,3.657469588258827,4.4512841867382775,0.2972692962641454,2.440737706300054,-0.1954824159553884,-0.4814127694737005,Other cells
+7250,0.6154105859375,0.16807720703125,0.5608874149883125,4.527140928733911,5.118188444314174,-0.0777025868566677,-0.4294459102205577,-0.4123554270685886,-0.557427613929202,T_cells
+7251,0.903151953125,0.10965626953125,0.797556749667213,5.304266979883195,5.709482601267288,0.6280759718984944,0.3271106827819376,0.2498214310754509,1.3558672706071453,T_cells
+7252,0.948772265625,0.126340849609375,1.8152980633125448,4.42743173549853,5.507093202556663,0.3927546332051784,-0.2389928328635085,0.1218247949880116,-0.4435955460543506,T_cells
+7253,0.745810390625,0.0803287841796875,1.3426755391719127,4.963009459777339,5.109054493842987,0.9081022150552108,0.1623704756716276,0.0854442439821767,-0.1289806338575835,T_cells
+7254,0.936430390625,0.103524453125,0.9149918103698002,5.05406217048972,5.704783713198999,0.2749447310948483,-0.0046501292282634,0.1346584367419323,0.8084123917681834,T_cells
+7255,0.824243125,0.1613566796875,1.4853267793524805,4.832019259722925,5.428007221066962,-0.6322980487599199,0.1071485983059031,-0.6731041696090628,-0.990309548325654,T_cells
+7256,0.872388515625,0.127547060546875,0.794671894882149,4.379108558623107,5.196118168416566,0.5356743221530608,-0.2978692968798563,-0.0678432937951496,0.1713876694313479,T_cells
+7257,1.181077890625,0.1455500390625,-0.5596791216002827,4.1568531935621005,5.125282745157179,0.815873091023099,-0.3683780579559625,0.6726336668112078,0.4241908852064698,T_cells
+7258,1.027339765625,0.116730849609375,1.5752792852023594,5.2680028699898935,5.605412426485228,0.5911919679401738,0.0293566505024731,-0.2414925553496244,0.2280726014218464,T_cells
+7259,0.8784628125,0.159773623046875,4.767198508742896,1.954564071339012,4.929137719533208,0.8256240197934007,0.5661382602597497,6.696525867417152,1.7691685498632364,B_cells
+7260,0.826671875,0.20873787109375,1.6706331334555244,4.0606778514079656,5.233898290013886,1.4398516062636093,3.998893334408381,0.9134935257424336,0.2283134673708087,Other cells
+7261,1.65104796875,0.3900096875,4.483867386356041,2.737364713771868,5.038499621659689,4.481049289349226,-0.4621574170075429,0.096694284870075,4.683309297211632,Monocytes
+7262,0.6718240625,0.16674078125,3.991082304511935,2.366889332614252,5.192598590309326,1.8846832156365323,-0.2647774209771041,5.169575950163698,3.056566050341308,B_cells
+7263,0.863785,0.085031767578125,1.6036005002716844,4.779108878256171,5.485031392340501,0.4304077134449468,-0.108632164231207,-0.3105155617721858,-0.0517577264066397,T_cells
+7264,1.192150859375,0.10118345703125,-0.2221505799151788,4.906942959418281,5.323967655900522,0.0986970582212651,-0.2748497053866677,0.836329136349854,-0.8105368165345554,T_cells
+7265,1.154807109375,0.103745888671875,0.8030587162125091,5.513092834560308,5.6531521520606605,0.7588198759800423,0.0399884243282513,0.4289692847063496,0.0814145449250602,T_cells
+7266,0.923063359375,0.120645908203125,4.471431902256393,2.0043883886358764,5.359197761810615,0.5644968516272547,0.3554653746392617,5.512679765049477,0.7516367268225492,B_cells
+7267,1.07948671875,0.14976755859375,1.0649189386534013,0.4953094207724628,4.5495065480780905,0.7210573354205004,3.6625403580410167,-0.195861133571376,0.1228726796094074,Other cells
+7268,0.694431328125,0.20090703125,-0.6956754036784645,0.3143533555428378,4.994581876034773,0.9272199709378692,4.068458864555918,-1.1270572589051575,0.3374625902653945,Other cells
+7269,1.325033125,0.546402421875,2.9069977874318127,0.9985734809009734,4.822736889205671,5.202012035951052,3.1339970155924304,-0.4919098863818435,3.838301203334297,Monocytes
+7270,0.815073046875,0.162946953125,3.37041078333005,2.3294998740873742,5.383131627316476,0.8236185017415428,0.3654896995133468,5.987134254491064,-0.239111987098895,B_cells
+7271,0.746419921875,0.1717444140625,-0.081523539342708,-0.4150491789407763,4.624875684735269,0.5899376265010438,2.584655856129526,0.3776460449994583,-0.1393473586206213,Other cells
+7272,0.84332703125,0.080074345703125,-0.1938388957650217,4.712240927992752,4.568108163142164,0.1279424670737413,0.0043394687309246,0.4611212175671381,-0.437936088518826,T_cells
+7273,0.6445022265625,0.2053752734375,0.6072049024997067,4.688622170961945,5.158764074985394,0.1290026456806337,0.0168651973366113,-0.3244348634715132,-1.0982774095423489,T_cells
+7274,0.765818828125,0.14650720703125,0.9829324053664044,4.58654422543629,5.000832863599215,0.9984993812311792,2.611626855924216,0.2400723516278406,1.02955466493348,Other cells
+7275,1.13533390625,0.0727531201171875,1.6562840557241814,4.3036240472696,4.949772356808988,0.9022910498718236,0.2160248812233793,-0.0838150300723342,-0.8191162101539092,T_cells
+7276,0.661899921875,0.113401494140625,2.0212968162890395,5.892826208395425,5.340151568056242,0.8464542427221424,-0.151955118667203,0.2108575813555651,-0.1708379144507105,T_cells
+7277,0.80538984375,0.18288828125,1.9645791544108795,4.463297729939324,5.308697053282745,0.8427520416523036,3.55559981201481,-1.0602029523917478,0.6354507335449832,Other cells
+7278,0.71254828125,0.105825830078125,5.450157289461496,1.8370852615896924,4.902146288129516,0.2585750680658299,-0.3599905290118091,5.864667356016404,1.4432209486751777,B_cells
+7279,0.745685390625,0.1809421484375,0.8573790550549246,-0.119214847641901,4.95794458933783,0.0983817373450733,4.0482211841346505,-0.5742047138168935,0.62695941570028,Other cells
+7280,0.81260515625,0.10197859375,3.637125082530404,1.37163666233485,5.116558765456812,0.1792568184008941,0.0728055485932263,5.952206648793213,2.4052454128041494,B_cells
+7281,0.7507678125,0.09531568359375,4.81515831846342,1.7416278511782612,4.637828458743114,0.0065499211897242,-0.5020748675056904,5.802795879985631,-1.8905892723333124,B_cells
+7282,0.723462109375,0.214345546875,5.556667214246776,-1.803202727674196,5.429617923114544,0.7773451369975483,-0.0753290815391231,5.975222800474341,-1.1597744490823136,B_cells
+7283,1.146683203125,0.135415556640625,-0.0851994958077434,5.285840938616111,5.89990291341966,0.9776832410191474,-0.5117136574452864,0.2501957452968262,0.2223382964642247,T_cells
+7284,0.72283625,0.16917779296875,0.3258118322101767,-0.0403511523995694,4.990458435174602,0.2145362350270356,4.335185754349706,-0.7783725167658717,-0.3340910820818211,Other cells
+7285,0.77806984375,0.12289447265625,-0.101804225678378,4.288733335388496,5.641073650236235,0.5488159084505495,0.338320155771607,-0.1186151069264274,0.413655351308558,T_cells
+7286,0.879347578125,0.150617890625,-0.7483407322774459,4.619459727582631,5.203217171873705,0.93228270047761,1.4966246748484733,0.5678656327287046,0.1171829263165835,T_cells
+7287,0.93213953125,0.101896982421875,-0.0673790977560897,4.338383237076585,5.084923478448292,-0.0055528374876801,-0.249809018599108,0.1857726031200424,0.4255111681303062,T_cells
+7288,0.91443203125,0.158122138671875,4.114366809930691,-0.3480012686524198,5.2450255672101145,0.1824239179809215,0.2791532095787833,6.331985590473416,0.8531895399941696,B_cells
+7289,1.008685234375,0.159852236328125,-0.7514103352132034,4.591357026867323,5.318193189627606,0.3193494165004528,0.0760713384770852,0.2035299447876401,1.3026074969464136,T_cells
+7290,0.922184140625,0.1641357421875,0.6597884819401495,4.9850145665997685,5.089303869939439,0.6396276151984507,0.4448671280830497,-0.2093902346780532,0.388763555303584,T_cells
+7291,0.832328515625,0.116419404296875,5.752848394866469,2.5470062907169013,5.156468550345047,-0.0777069149519038,-0.7521933019957879,5.540212188807645,-0.5583438826436433,B_cells
+7292,0.809433984375,0.158689833984375,4.338525528737467,-1.5379109620883582,5.340264708327447,0.3738660620703564,0.5127164768165475,5.758284447301029,0.8062665419556846,B_cells
+7293,1.35264546875,0.660264453125,3.671016924588349,0.728397558702673,5.250135946998757,5.607974792780037,1.8867706860204656,0.9642570213169596,3.712833196007953,Monocytes
+7294,0.9956875,0.130714384765625,1.4275428234677203,4.754124095147666,5.616691008364653,1.028008096928895,0.0224594992002626,0.2756233803954687,-0.8740250197683812,T_cells
+7295,0.92058203125,0.106712177734375,0.8944541083452916,5.227327272166663,5.646103816420803,0.4129888941752659,0.2177131409945571,-0.4039156171158717,-0.3563660621847495,T_cells
+7296,1.130798359375,0.1078265625,1.6034386243487104,5.232728033447402,5.329555948406485,0.9880904786306608,-0.0747772891286038,0.0172080697354649,0.1311382049656245,T_cells
+7297,1.069130625,0.140183955078125,1.298501072393273,4.033510577152199,4.4621601582464985,0.859974297422041,3.136566076757529,-0.078549768459992,0.1809468169111994,Other cells
+7298,0.89988296875,0.1566344921875,-1.3113180526726065,-0.9922483372263052,3.567529718009649,0.466414498339108,5.505346940688817,-0.0485739892646508,1.0370094313106195,Other cells
+7299,0.83002375,0.17595771484375,2.013735872402157,4.826017528180095,5.580022670417043,0.3112983320604771,-0.0187846728742976,2.1693225254641755,0.2158117609838502,T_cells
+7300,1.234884296875,0.2160121875,-0.7660080957570192,5.051374710860381,5.564231386039897,1.6892965341681294,0.5951351199007863,0.2322035952982764,1.7022073299852083,T_cells
+7301,0.976902578125,0.085001162109375,0.3889207916374819,3.8849934179125927,5.333730096152364,0.1549760914402541,0.3943177184140586,-0.2783772581993752,0.8383057274169472,T_cells
+7302,0.6030785546875,0.1816478515625,0.0973461254484167,5.074714904028267,5.400316729925687,0.9007330539448718,-0.2624829960662844,0.472178556547185,0.2493995632501305,T_cells
+7303,0.88999890625,0.377670703125,3.552820301109848,1.2344146306865096,5.048219444936261,3.802613955160979,-0.6770109283468569,1.0469837057851463,4.713537952293349,Monocytes
+7304,0.817523203125,0.087815029296875,4.3230792570947365,2.121617153460293,4.639505778971811,0.6397720169669622,0.1069686362424066,5.314294285378499,1.2409437541501729,B_cells
+7305,0.3784199609375,0.120957353515625,-1.3970457491344173,4.691402374604239,5.500308089939191,1.5410430029255526,-0.1530913876141308,0.2813997535255413,2.474848424572575,T_cells
+7306,1.32733515625,0.099516376953125,-0.8511912278955389,4.449462994357227,5.175947040410738,1.0732076469919036,0.0096364185814067,0.3104142512858272,-0.2520523103907273,T_cells
+7307,1.04669546875,0.0758910400390625,0.5994820311061008,4.897545048504027,5.540289725703688,1.4689649740991768,-0.1912898712566502,0.4912180925111136,0.3480505796775047,T_cells
+7308,0.920597890625,0.1164733984375,-0.9365808538703964,6.016094783383208,5.368320930775823,0.249677654418525,-0.5048358728259403,0.8767200054078781,1.5612859909128898,T_cells
+7309,0.88193359375,0.29821318359375,4.606815904117232,1.429837966761842,5.540413393786175,2.552918276448943,-0.1388496464231864,-1.5658688261313505,4.866901930803557,Monocytes
+7310,0.656560625,0.160579560546875,-0.4241162508779413,4.347990245840877,5.35957960464643,0.5204770127995892,-0.0037517477479064,0.2530007311879305,1.522062781638249,T_cells
+7311,0.82972046875,0.12449794921875,4.349726160939186,-0.5383009650666106,4.2502242963444665,0.584377508467937,-0.937838426146969,5.156477839657746,-0.4085722274771862,B_cells
+7312,0.9167440625,0.151311015625,1.6067229325298111,4.864881429084371,5.620889978970689,0.82118319566663,-0.4384529158418896,0.3606650632657993,-0.7334429718234504,T_cells
+7313,0.97577171875,0.083420498046875,1.4277738898189052,4.010045357858405,4.956550992376573,0.1966463630637632,-0.2588490656437006,-0.1753209018576134,0.2195848957693494,T_cells
+7314,1.5020690625,0.2686877734375,3.10406037598142,4.5918129728622965,5.9259291046512965,1.948703625809743,0.6433532540713223,5.927662200957537,-1.5879229566893909,T_cells
+7315,1.03956109375,0.1533885546875,1.2166123725068445,4.64997283236455,5.050842492482415,0.5148766821800098,0.3904374346417328,-0.6332868995605725,0.5041157138959727,T_cells
+7316,0.927596015625,0.130283515625,1.0078935001125096,4.056072750236157,4.999126945839678,0.705340994792321,-0.0546539714663048,0.164936969131492,1.4823122146998282,T_cells
+7317,0.81011203125,0.122457001953125,1.0916457872745662,4.079378109215667,4.958069912522904,0.5515459345213252,0.0585324620834984,-0.018564629224918,0.5056017848389293,T_cells
+7318,0.658411328125,0.10798798828125,-0.7770781297600743,4.272896115504667,4.947603981052574,1.1484339804697874,-0.1837176522032141,-0.3335215699292957,0.6923443966724441,T_cells
+7319,0.858967109375,0.14740435546875,-0.1567935968388926,-0.3475279110324893,4.417527724151719,0.2236870495909624,4.030775529524012,-0.8132252431611793,0.6471623481031687,Other cells
+7320,0.99582796875,0.11643080078125,-0.3715059117656096,4.91703777770639,5.428525566625355,0.6063020699958961,-0.1052313512369249,-0.152556581183976,0.5398111367029509,T_cells
+7321,1.066621875,0.119735546875,-0.388203982013797,5.215273173299098,5.650632467194318,0.2638412919175316,-0.2346889224310975,-0.5431356591367731,-1.050044678389476,T_cells
+7322,0.918364609375,0.101854970703125,4.317645082364564,-0.6347636392836493,4.919129916249822,0.2780623213603662,0.3532405380925096,5.995058746106271,0.2936302302120534,B_cells
+7323,0.800832734375,0.0787295166015625,5.417786248826892,-1.3538206418688723,4.800175491381542,0.3944619059997731,-0.2078279802205229,4.992959754271493,0.0653680896856205,B_cells
+7324,0.854897890625,0.11264716796875,5.500821473736684,2.114452002726172,4.669988701320111,0.7746257042374213,0.0832145120158804,5.315889568692142,1.3008370032348917,B_cells
+7325,0.6233991015625,0.1312124609375,5.62877965999856,-1.283659084186605,5.030333232884495,0.8609793030578897,0.6564798539076623,5.850042405687309,-0.7206438803658388,B_cells
+7326,0.872881953125,0.1741028125,0.4971181226597039,-0.414339384485031,4.718233828139101,0.9199365046089432,3.6508474998177927,-0.93862578992391,0.849367339561766,Other cells
+7327,1.0565140625,0.1146058984375,0.453157060747027,5.389806955727675,5.723510670994614,0.3194540921560403,-0.1286904418364376,0.5168298225289893,0.8659148017833864,T_cells
+7328,0.775646796875,0.119934775390625,0.6067596032249714,4.553991625023121,5.399787920029407,0.476267773940228,0.0487197753949115,-0.4540094282973003,0.5931681029887365,T_cells
+7329,0.959091796875,0.143475498046875,0.4965557329221003,4.55700919791801,5.456214665492247,1.0874805617421806,-0.3010339484007786,0.3604129051673483,-0.4478449918287417,T_cells
+7330,0.961700859375,0.16548716796875,1.2852446417872236,4.967322008198591,5.738440423250581,0.9870934653029412,0.016063215826755,1.273974579823951,0.8613114547365174,T_cells
+7331,0.967187109375,0.21491654296875,4.035758746852608,2.018321801254948,5.199495924568078,1.917807361692197,-0.7325524793203608,0.8644315793515346,4.740228119878871,Monocytes
+7332,1.1677034375,0.11795625,0.0820310892214313,4.904695978911081,5.578796581829996,2.544928736004132,0.2246756660074232,0.9181731008598788,0.1548129784742528,T_cells
+7333,0.5750036328125,0.126434462890625,0.8512200686459646,5.018955899918591,5.631464110386783,0.7288204607170807,0.2192028237190528,0.8681530424499893,0.9111726018701491,T_cells
+7334,1.09431375,0.106260302734375,0.4013002934773348,4.324392892059768,5.264411077550784,0.205416769380906,0.1289537511621953,-0.5956461379825043,0.6262587058965227,T_cells
+7335,0.661490078125,0.12198052734375,4.866293698923182,-1.2298632477307376,5.110406310987888,0.2882214420980999,0.0711579729120152,5.433257792117652,1.953249989852328,B_cells
+7336,1.363630625,0.40214734375,4.826159788328083,1.7108877857715317,5.308707794091404,5.500512006899596,-0.8200293099961693,0.1687193446179455,4.185854367279208,Monocytes
+7337,1.51513421875,0.3910767578125,3.9625841784423352,0.0384903938639243,4.839045453912339,5.314938611564639,1.186009187468664,0.0127900931676903,3.671711226575062,Monocytes
+7338,1.173471875,0.083439697265625,-1.056958550888495,5.550362777804054,5.2629192113790975,0.7356015527838303,-0.0796254772748759,0.5444795939788917,0.3978053548395333,T_cells
+7339,0.9725365625,0.10561279296875,1.4807071975885029,4.332602866772082,5.316340736545077,1.3695632266287965,2.206165918762951,0.7528085118923354,-0.0689245347003925,T_cells
+7340,0.938742578125,0.14676765625,4.3162527210583335,0.4136360307545771,5.075958260551333,0.5814906720558768,0.3946639793609142,5.665464266369275,1.6000064916737824,B_cells
+7341,0.717973828125,0.18035705078125,3.715086180900348,1.9164130162347708,4.939029330372673,0.7552290255607937,-0.1030156498887194,5.777654062609794,1.86253482734408,B_cells
+7342,0.778851640625,0.105649404296875,0.7776396168048303,5.354373387304155,5.73366041112994,0.7162304667950209,-0.0340450036911436,-0.1556678897205057,-1.275804872102794,T_cells
+7343,0.863528515625,0.077157255859375,0.0648340346133919,4.4140267974102265,4.728588086528732,1.1184297332954674,-0.0859390661478575,0.2218238382041504,-0.4622053468425044,T_cells
+7344,1.16256515625,0.09115818359375,0.5152204965671981,3.68529662419207,5.276350570741144,0.8377931060717945,-0.2235689830663882,0.2892849605716019,0.6562640103253744,T_cells
+7345,0.9069084375,0.157179384765625,4.629298036795038,2.2654230864891507,4.717021166541234,0.7276585433287608,0.0739220083348346,6.098836579514889,1.3723167501154547,B_cells
+7346,0.7558559375,0.115079970703125,2.0974421237757404,4.319927253896568,5.070048094844912,0.695415552220365,-0.3865235682683254,0.1957471139765269,0.4844978783107686,T_cells
+7347,1.00714859375,0.139350419921875,0.785324938089565,5.003481293075157,5.682854810692832,0.3498281417494711,0.028996147593077,0.0178780376019497,-0.4773111945164841,T_cells
+7348,0.637948203125,0.165062890625,-0.7338740637096601,0.2882489377926454,4.688601636026082,0.5958293697537649,3.998090782161289,0.0691585351611438,-0.6979292623071784,Other cells
+7349,1.111999765625,0.22467572265625,5.682323535793653,2.611438181685124,4.944149584904729,1.679712332525076,-0.4500841042038782,-0.9624102980894368,4.330030837729519,Monocytes
+7350,1.00583828125,0.114862138671875,1.0592903779154588,4.783832974269827,4.736173325037791,1.6410365078626674,-0.0729373793407858,0.4380781601419273,-1.2608158003338967,T_cells
+7351,1.175185859375,0.1815242578125,1.120473396222175,4.653958641359568,5.619360293866831,0.8462291201209778,-0.1075814757533342,0.6424607461709346,-0.3366700349001947,T_cells
+7352,1.068930546875,0.109808095703125,1.7053352436474392,5.042994132457667,5.318843519411977,0.3626115458205914,0.2692760996371596,0.5296963496428704,1.3211794542778377,T_cells
+7353,0.5828501953125,0.1175241796875,0.4567954031340476,4.462686700178639,4.857188628816127,0.6383586377263407,0.1181147304862763,-0.04781218331569,0.4688272075644732,T_cells
+7354,0.774048984375,0.137166650390625,-0.1900644089814826,-0.5273761255691019,4.675234661567001,0.8212259918357494,3.8691721822067424,-0.0260480509281474,-0.3780492052381089,Other cells
+7355,0.723837578125,0.107663935546875,4.741251183279515,2.2203569682250843,4.981636747651796,0.3407943752433542,-0.097914911948883,5.771454223479933,0.0503002179303762,B_cells
+7356,0.8873421875,0.117042900390625,0.8514430164858535,5.1730028527263565,5.097242133699209,0.3300332120033698,0.4619703234906294,-0.4591561893883822,0.3063789577446846,T_cells
+7357,0.833600390625,0.148862001953125,2.704468356483784,4.5744823955741225,5.558555388777262,1.1654345310195602,-0.0270633594804374,0.0664332221321642,-0.2983444663434421,T_cells
+7358,0.74190484375,0.11049220703125,-0.023575934628688,4.925498973162469,5.403389526958267,0.1702846927678585,-0.2635534731455916,-0.3056446807692996,-0.6598998879617064,T_cells
+7359,1.2880125,0.097123779296875,0.4088294051033973,4.993585798275607,5.55221480239139,1.1511716590579,0.6912384261251132,-0.0236589195756685,-1.163895614627767,T_cells
+7360,0.862854609375,0.148471337890625,0.7031953800550174,4.155102016930526,5.467429221343443,0.3868115641791947,-0.4200661653585635,0.1806621407066637,0.8177359441269643,T_cells
+7361,0.787639375,0.1120206640625,4.206443578506758,2.1408745244827325,5.346462907662348,0.8469149294408129,0.4972146594373196,5.561339594987196,0.251198387691845,B_cells
+7362,0.796377890625,0.109790693359375,4.422023622958189,0.1150154724895452,5.071451102512417,1.1384341365864692,0.0779746496440725,5.1636432987339065,1.2844724721201155,B_cells
+7363,0.86077203125,0.139029365234375,0.5529042850387395,4.829585768690749,5.621812377394716,1.090512882449148,-0.3215471713496797,-0.3572888325917262,-1.105869559002899,T_cells
+7364,0.950831953125,0.1441116015625,1.2831968139477126,4.51245115783725,5.482690019238729,0.1246154566442715,-0.0533301793553639,0.7742420938149489,-0.5301737687679958,T_cells
+7365,1.023240078125,0.090428466796875,4.96741786457221,2.020129377596219,5.033512160207824,0.1400890080177732,0.0306279573833294,5.98718058870352,0.4274344533437649,B_cells
+7366,0.76030875,0.125048837890625,6.287532351450992,1.8144829773018984,5.010733691352029,1.1245741230208708,-0.9781271049393584,5.342229364079365,1.5280420698844372,B_cells
+7367,0.887703359375,0.115227001953125,0.4750366101987634,4.79101195633518,5.343921040082921,0.4388369252261779,-0.4856279837576265,0.026225349961333,-0.0420679234013288,T_cells
+7368,0.980446171875,0.141579189453125,0.9887112704860428,4.332342758352909,5.077051829293931,0.3220112648642482,-0.0738185519981291,-0.0653479758916287,-1.3781183380576951,T_cells
+7369,0.815119609375,0.0811365185546875,4.769447344824596,1.214325102800438,4.760737049052372,0.5184851446975,0.2013214809815271,4.245711951412965,-0.2133105278575269,B_cells
+7370,0.6366944140625,0.13184076171875,-0.1129862434419044,4.610348197350973,5.696807802957292,1.0864026276345808,0.0095003574293199,-0.3064114726306634,-0.2708381823819757,T_cells
+7371,0.860519765625,0.2036164453125,5.321889397233511,-1.077386395175389,4.6552401061403765,1.838756821409524,0.4558744238159246,4.688077358295173,1.8492151479649384,B_cells
+7372,0.21131994140625,0.0216570068359375,2.5265818534502924,-0.2782909004309099,4.105101803899587,0.091555442188889,0.5344878624809196,3.740081418430414,-0.1145094057999686,B_cells
+7373,0.8721834375,0.4695392578125,3.795817093555897,0.7763452429648396,5.093269434242937,5.367224030845176,0.3655286468830785,0.2309416171575373,3.4155060324292967,Monocytes
+7374,1.08194796875,0.0484934814453125,-0.3843554123219149,4.687849768600984,4.731294540367504,0.8494295099416181,0.0023960151745549,0.2347177662054649,0.0736589598882016,T_cells
+7375,1.28074484375,0.0793068115234375,0.8689196305770048,4.588294998776082,5.443528937968468,0.9069609910067892,0.0870770804406639,0.8924609649527571,-1.277764710096143,T_cells
+7376,0.86995546875,0.1168934765625,0.4891654505275405,4.583522796905921,5.107962390007448,0.5097614387381835,-0.3264641038622418,-0.4211031860453971,1.083210646697496,T_cells
+7377,0.8278159375,0.18100515625,0.739963366155519,0.304288884514596,4.503526921390231,0.4736937354028139,2.8622787354557566,-0.7780868426060196,1.1170857673596075,Other cells
+7378,0.79686578125,0.150377255859375,3.907942955625676,1.4893254656603188,5.090665131076282,0.3858077085515965,0.1785177196792287,5.504232593174218,1.6372786230307217,B_cells
+7379,0.95896421875,0.08777783203125,4.296757035174815,1.8840583800866195,4.92298704000544,0.3812308055662879,-0.0667636121033126,5.517083846700506,2.0060326407261044,B_cells
+7380,0.8006334375,0.19781796875,-0.385596170562286,4.314319712823004,5.123868931956078,0.433742019524689,-0.7418368029809431,0.7101463646813099,-0.640306961461999,T_cells
+7381,1.01745421875,0.101346083984375,-0.9854286435215406,5.092233851535529,5.227772053701419,0.7053257714653304,-0.3333092019295854,0.3870545194123992,0.3349333157721835,T_cells
+7382,0.821898203125,0.123625400390625,1.6437055207004532,5.201489524650364,5.36489281258675,0.7848691614728402,0.1174486201122744,0.135632174799827,1.096755951738242,T_cells
+7383,0.95310484375,0.122048935546875,1.2212262429665592,4.915233112021878,5.017914507960791,0.2130870107355618,-0.0829814102930731,0.0918110941335918,-1.1832594635786888,T_cells
+7384,1.297199453125,0.150780517578125,3.736269707320101,0.2635782764059191,5.433156756958767,1.0149793841076191,0.4555281693277977,5.398890757140819,0.5165120694520708,B_cells
+7385,0.825941171875,0.157070771484375,0.0267561573905679,0.4489637940365201,4.507099812825865,0.2604511466340759,2.762674607633223,0.4328510181077593,-0.2247256136743231,Other cells
+7386,0.78658453125,0.1458026953125,1.8096952211924024,4.076453144785606,5.244946134263803,0.7183482316684093,0.1666233733335506,-0.2258534114099299,0.5785789638605056,T_cells
+7387,1.237793125,0.24088490234375,3.495895278674924,1.6741118856945407,4.71358860621212,3.892068584777504,0.1063832832527877,0.1914215642259027,4.664526369342557,Monocytes
+7388,0.7667640625,0.10907296875,5.306908673950328,2.4504456420533423,4.838170294004041,0.2840509730332156,-0.6038894883284517,5.307099135609344,-0.0771153965777597,B_cells
+7389,0.827734921875,0.13817302734375,3.4448051980616894,0.5023252899311521,5.3420815133994175,0.8587766852177627,0.497350320538768,5.695616816301183,1.0349076738733505,B_cells
+7390,1.5814603125,0.4170719921875,3.833399029939673,2.638295434502614,4.896816492292885,5.763990725242661,1.3090485726033307,0.7911335517272213,4.338639081416786,Monocytes
+7391,0.9346978125,0.18181048828125,0.2584910321246132,4.1565894073241525,5.4626834253252925,1.0642850320243258,-0.39827287671679,0.1238380945205067,0.8418398070217263,T_cells
+7392,1.4735175,0.839371171875,1.719327075482905,0.7553656313303516,4.485907762635007,5.115618094583333,-0.3345392047662139,0.4796409883732372,2.972803352407132,Monocytes
+7393,0.8621409375,0.0985490234375,0.5762810834569296,5.093187341267197,5.353811517893852,0.5528914730692426,-0.0115592906996186,0.2133104058725759,-0.775236380705149,T_cells
+7394,1.018221171875,0.099008701171875,3.074386295130934,0.0361104239393818,5.303462248508582,0.328676787551336,0.269716291382771,5.085769069256498,1.3914616922843543,B_cells
+7395,1.015656015625,0.1567797265625,1.2121676179627323,5.544249821185922,5.727880322052769,-0.0461809046216482,0.1040716727234795,0.7763285817971427,-0.1894269551528808,T_cells
+7396,0.957438671875,0.098499814453125,0.4587585860415825,5.217995051800509,5.322258200480984,0.6433997411707975,0.218728549699799,-0.2306794356822561,-0.8259363287092892,T_cells
+7397,0.998013359375,0.12218755859375,-1.586141311373072,5.580815724877974,5.336060242566565,0.1787438236840967,-0.3206415768033651,-0.2763690869551754,-1.1112369105779418,T_cells
+7398,1.37528609375,0.142229091796875,-0.2918484527891561,4.864991467188715,5.788323769297749,1.1175488108824745,-0.0597519596144613,0.6352874469184279,0.2136985338377026,T_cells
+7399,0.910253125,0.123035498046875,0.4369763309045194,4.559681190944218,5.472927335234826,0.4816315663355396,-0.1597985390880583,-0.0630057072411879,-0.1897953380202987,T_cells
+7400,0.87969796875,0.200708359375,0.3607746417254069,0.766090497963028,4.746295942324732,1.1150896989226635,4.708537666698319,0.4235760929012637,0.1189380788857013,Other cells
+7401,0.938332578125,0.148276298828125,1.2374770663098775,3.894603358335917,4.626294152582716,0.9984607393962972,2.8005793316048204,-0.4765476836829009,1.103774842614587,Other cells
+7402,1.29927921875,0.09373501953125,3.000535881493018,4.514063342651919,5.390257489140833,0.2215349220303731,-0.1959689605327987,-0.187468103814811,1.0184330242731043,T_cells
+7403,0.76229921875,0.1410294921875,0.5272804632625238,3.8315446145952015,5.1274033386172295,1.1641053033487012,-0.0911233527707094,-0.0088237407080717,-0.0029674024856301,T_cells
+7404,1.1162315625,0.1162645703125,4.02978325328721,4.727475305401554,5.5490746923024,-0.0810352419802049,-0.4185836150517508,-0.9208584269498008,-1.1672468176918973,T_cells
+7405,0.794014140625,0.110530615234375,2.064899054859737,5.257203980923289,5.439089012032618,0.6110476037073119,-0.0057659078828313,-0.6429731771736883,1.0443375501158532,T_cells
+7406,0.721462734375,0.07371748046875,1.556317505078045,4.184527100127615,5.102115454024303,0.7014404634349268,-0.1103684396714293,-0.1742136348125371,-0.8799768266081156,T_cells
+7407,0.8278021875,0.1870727734375,1.4749810910439307,4.198183858512135,5.084328859254853,1.2016781493744195,1.697522407819258,0.2810629551077935,0.5222442767354009,T_cells
+7408,0.77907625,0.17085806640625,-0.1256262666862272,0.9972770523575828,4.273340473153424,0.4662032424147386,3.993598707200983,1.5092805297088572,-0.0070806671079002,Other cells
+7409,0.6876915625,0.2368770703125,5.25778276374248,-1.095812481207331,4.711623273848307,0.9192033358472196,4.376407117223521,-1.8242520337808328,4.492916892281375,Other cells
+7410,1.59191125,0.484960546875,2.136912413527865,1.0739300393623603,4.415681839951989,5.453462781959127,2.081052835481775,0.817241903698689,2.4624841062760003,Monocytes
+7411,0.834093671875,0.11240533203125,0.756093767421371,4.994306526770629,5.391729857093536,0.7430306435569413,0.1255689324598394,-0.3854594018698902,1.0209475284646845,T_cells
+7412,0.940009609375,0.0682649755859375,3.611150820873321,-0.4224800193572746,4.686050477872635,0.150827623883521,0.0761454659779769,5.778670994674116,2.350351914083664,B_cells
+7413,0.973898671875,0.131514912109375,1.343206199915942,5.136253769412918,5.680061771809869,0.6707867028246083,-0.2698927725030394,-0.0875942449389904,1.3175155323058068,T_cells
+7414,0.798409375,0.0750160986328125,4.73786007634745,1.798152363946711,5.201990594394452,-0.0429436528509278,0.4621762090835394,5.7110284256728425,2.2060114495229977,B_cells
+7415,1.57040703125,0.4315675,5.358984995297099,2.4300331683589587,5.341864241110324,5.6293219127469625,0.4210668098556056,-0.7881312743424667,4.8191102251326345,Monocytes
+7416,0.985750859375,0.108940947265625,2.3816548205527885,3.654926220563388,5.349733465879921,0.656296053330741,-0.2572524243866738,-0.1649586754168066,-0.0917420655689453,T_cells
+7417,0.896933046875,0.11965033203125,-0.0842316016840221,4.410160995857106,5.083194314208108,0.9170582367483922,0.2836694533743416,-0.0776546376921835,0.7060880307913373,T_cells
+7418,0.8146509375,0.117135908203125,1.3687187692646658,4.564517075028621,5.565767829688904,0.2126628102327945,0.2005380962489987,-0.1248047186270515,0.5839477607260827,T_cells
+7419,1.083802421875,0.101601123046875,-0.0195634359557547,5.045308733730468,5.342159469098322,0.7064616755263671,-0.1079335911564673,0.3656953987949632,-1.4424857323214129,T_cells
+7420,0.675067890625,0.131526318359375,-0.2803912884894523,4.496269472310659,5.545631448155227,1.2131513890742485,0.4153006828250389,0.1824515393873749,0.1121226852432919,T_cells
+7421,0.822300390625,0.14411701171875,0.4562404422063038,-0.8535012186044764,4.518946908785148,0.3838851514471628,4.280885991649062,-1.0921732431819575,0.9150874339910924,Other cells
+7422,1.027122421875,0.141267734375,0.1946880460915676,4.993699863674175,5.287064231525819,1.0068565214938308,0.2162340923663181,0.0711591518646717,0.3298773977189254,T_cells
+7423,0.839276875,0.082112275390625,4.371722659212232,1.0478637122711854,5.213189546962776,0.4543321958613716,-0.0331712999073423,5.433361988726433,2.0924096401572068,B_cells
+7424,0.75706578125,0.095857568359375,4.372068821529792,0.6101425661593616,4.778822717993435,0.1737144251709669,-0.217452220714084,5.433043782487056,-1.3323677949536743,B_cells
+7425,1.35236046875,0.16297095703125,1.29932999160331,4.531615713117314,5.6690496532906,1.1660870724953896,0.1415325232867771,0.4276971151280976,-0.6498818962093951,T_cells
+7426,0.91315453125,0.08935908203125,0.636740349339432,4.895309179899925,5.053695394966897,0.434418161229213,-0.0797006714689518,-0.8507191654609725,0.1768107859928838,T_cells
+7427,0.697426015625,0.0973494140625,5.08560684536589,1.199952679034123,4.873869812796835,0.5852611378583398,0.0135338165523025,5.657499379991834,-0.1835731481911285,B_cells
+7428,0.80907546875,0.136112880859375,-0.0396880504410581,4.434688830552956,5.398560493094162,0.2271674650210966,-0.0052671073679244,-0.1302312345332735,1.0487436778972752,T_cells
+7429,0.72901734375,0.087079306640625,4.889941511790152,0.9537610691348436,4.750981049640254,0.2460658187109363,0.038916356160505,5.502739621189893,1.8716539141687336,B_cells
+7430,0.667976875,0.1364543359375,4.486424273436302,0.8218754590730736,4.797679254776607,1.1592596921951126,-0.2727258227869862,5.595863460126781,-1.2722435184512713,B_cells
+7431,0.83692234375,0.116061142578125,4.352316243900933,1.1328578107889655,4.71984738275701,0.2976297812427093,-0.0475248606848727,5.7747139090423,1.8803258540748675,B_cells
+7432,1.028158671875,0.17572427734375,-0.8963034211521312,4.694974479237659,5.695063959514275,0.7442100638925689,0.0665628101564684,-0.1073041790485038,1.0627041223850862,T_cells
+7433,0.90513796875,0.4333180859375,4.438401973109186,1.3532709758374708,4.051602825320997,3.934198102301184,0.3472357382504972,0.5334777733008417,2.717320807684156,Monocytes
+7434,1.085931328125,0.131969794921875,0.9848657071913558,4.731888376585848,5.3242717182115085,1.4729271774689434,-0.0259431415552462,-0.0504440997410662,-0.3854375240924548,T_cells
+7435,0.920936015625,0.1526072265625,-0.2986642828139759,0.4746737866024295,4.835934203819154,0.6743104718190761,3.212537280655397,-0.1185569755460132,-0.823836238965247,Other cells
+7436,0.907517109375,0.10535115234375,0.3159483382414434,4.616611911477188,5.26382315752417,0.5552984682720168,-0.3404435156383381,0.1745881469762404,1.5427926143653945,T_cells
+7437,1.05395890625,0.32094646484375,3.995099494653141,0.5882688088930015,5.132962058624171,3.9126298632418086,0.0017729300664546,0.0795061711974742,4.89107723976564,Monocytes
+7438,1.030355546875,0.4609310546875,3.2643671940946413,0.3110888684579285,3.651639244946196,4.591981070925895,0.5433654654311343,1.2171983005912352,1.06347256063346,Monocytes
+7439,0.756645078125,0.48905984375,2.174040289896653,2.175563767565606,4.948474562527734,5.154500807909242,1.5037284238346795,0.2837185713570832,4.285576063785413,Monocytes
+7440,0.66357515625,0.130480341796875,1.95066073356039,4.307971325807297,5.44622500791431,1.4260233718141118,-0.2971068576937116,0.2268557372546712,0.3938384177702377,T_cells
+7441,1.223091484375,0.113360087890625,0.5182525925705066,4.074965850846832,5.439711945036802,0.781130946574192,0.5071147278386567,0.3961391918659704,-0.3339258350673503,T_cells
+7442,1.022458046875,0.17247232421875,4.924432753294444,-0.2605635617655085,5.6853448937453885,0.7310781001411514,0.7681092991737674,6.5656487128869525,1.940246181890225,B_cells
+7443,0.954631328125,0.105229931640625,-0.506450555961701,4.527064428296553,5.479115006540979,0.324082421503728,-0.5083581652613347,0.4055687953646974,0.0854795659889126,T_cells
+7444,0.785400390625,0.174247421875,1.0959824442068855,-0.1114176546015216,4.582191839536087,0.3079344815308655,3.415749630048436,0.5380929941234796,-0.8366354336911561,Other cells
+7445,1.103820859375,0.109354423828125,0.752959170249406,5.456394187809516,5.609847514002924,0.6076678800479977,-0.5877051193184026,-0.3270286918824536,-0.0156940769015875,T_cells
+7446,0.92661578125,0.11355451171875,4.629607006840257,0.2360813334335127,5.272291758226975,0.1416809244881202,0.8698353165591337,6.2303604456768085,1.0840226937842283,B_cells
+7447,0.940925390625,0.073922119140625,-0.1531099544636643,4.9387843651069305,5.148818153330564,0.4138531562819409,-0.3719058207145886,0.8272209419703893,-0.1663665471894676,T_cells
+7448,0.837681484375,0.08344990234375,3.9297091164960576,1.481103017814101,4.96812534783035,0.0323759495297555,0.3516031526093245,6.008046228912912,-2.1994549500714653,B_cells
+7449,0.7670978125,0.0911059765625,4.021542477958588,0.348213721386764,4.833163704268647,1.0438146987248778,-0.1473328709030879,5.635894600714263,-1.4288348631387684,B_cells
+7450,0.971553828125,0.2247275390625,5.4958859884254965,-1.4805068508445618,5.356239661756378,1.1361136104784062,-0.0489683226533239,4.8779579049267765,1.4325917160517714,B_cells
+7451,0.796585546875,0.147687607421875,4.511431393189739,4.810014247599407,5.389275260557461,0.9709543488437312,0.4629635385236319,0.3083295459754204,0.3303688410610285,T_cells
+7452,0.83649828125,0.1686046875,1.4106123823160617,4.123613437495121,4.995466145001216,0.7524884729752465,-0.6357476910752607,0.0507681830919857,0.3993032146246312,T_cells
+7453,0.7712259375,0.086535615234375,5.5305903555335725,1.8127489640687504,4.779561163183736,0.2780923045744766,0.0700265361249011,5.212011916424689,-0.4009604822831073,B_cells
+7454,0.721345234375,0.19569416015625,0.6632490068312267,0.5906350084833448,4.3010738337852485,0.2231047890801809,3.654837020639136,0.7459530492579646,0.5397082277893894,Other cells
+7455,1.21120578125,0.13019349609375,1.2556707257467077,4.589795970102266,5.463022092455941,0.8082999810731826,0.3901063802687441,0.4722864862361166,0.7199997379194505,T_cells
+7456,1.43245015625,0.4000022265625,2.6409501381750613,1.7816927506707845,4.931074386877022,5.387682470582853,-0.5144378402017207,-0.0890917649994833,1.6793571808601535,Monocytes
+7457,0.991961015625,0.140636435546875,5.461395395924752,-0.835841716707633,5.239705736331827,0.2999902700869669,-0.368271409916168,5.181653231873383,0.5125121842042124,B_cells
+7458,0.899633125,0.108931953125,-0.0766860251782584,5.045171427112234,5.81043048807773,2.4019926320353138,0.579305423062919,0.8982761007701111,-1.037714280988399,T_cells
+7459,0.816050546875,0.101501513671875,1.1552188507005057,5.44146085052485,5.661593393789639,0.4983414122320006,-0.1354830140620824,0.8294482269860197,0.278971172390806,T_cells
+7460,0.935335234375,0.4403876171875,3.2216111121584827,1.5916770634701336,4.681718977901211,5.266323700441972,0.6223189563935329,0.0528989079267491,3.507999543946229,Monocytes
+7461,1.00010265625,0.107786357421875,0.1634346602639633,4.94947079712933,5.399523688794727,0.2639029525734049,-0.3229595144758165,-0.133475282268198,-1.1555018174226566,T_cells
+7462,1.3384928125,0.341928046875,4.495686085624008,1.9723390860231496,5.297674334510909,4.998012278490136,-0.9061849460443346,1.0834226278279526,5.017617364022887,Monocytes
+7463,1.1712996875,0.1563446484375,0.017727647792607,5.345211635153504,5.5967706406463495,1.02260859265876,0.0755215538337526,-0.4374830933232502,-0.7587940198826465,T_cells
+7464,0.994683125,0.135035703125,0.0252938686896034,-0.3196258821516056,4.541890318902413,0.3358315053236059,3.544973265973485,-0.5136032297542201,0.503883062471833,Other cells
+7465,0.97099390625,0.119071240234375,-0.2795746931519586,4.987554702340294,5.575057057662918,0.8730307844251861,0.0917321775920031,-0.1430822067006167,1.363370784650325,T_cells
+7466,0.652716640625,0.1499127734375,1.938709825253124,5.071691939693585,5.719422208465317,0.9618261798064542,-0.383034562401553,1.153885713383478,-0.2347832195850754,T_cells
+7467,1.03832609375,0.10504150390625,0.1017471582550063,4.845690094389405,5.18875561231344,0.0160307034842751,0.3688704896824683,-0.5189570280530174,-0.1506252564589277,T_cells
+7468,0.860248046875,0.13819521484375,0.6516290806567122,-0.0273900489067532,4.827121513758334,0.3938254178011531,3.217517873354731,-0.6146301278900913,-0.0290875389296013,Other cells
+7469,0.95193203125,0.15335615234375,0.1554568336008066,4.356492811032534,5.299264251718005,0.8045599428479175,1.3284284946223726,0.234649474251742,0.6667533141763706,T_cells
+7470,0.793913125,0.119241669921875,0.4331750485755893,4.380383738816716,5.38551374094064,0.6855475105846099,0.0655591971853208,0.5717203835457166,-0.4526323313997604,T_cells
+7471,0.99723203125,0.13408154296875,1.2829263223762504,5.088769618941626,5.633481875707015,0.7683386132832855,0.2611380761457734,-0.0677692541341918,-0.0754308161510412,T_cells
+7472,0.9547503125,0.19660556640625,-0.3846038750018892,0.9027991370892828,4.377812792673443,0.3988943361872291,3.9729589022765945,-0.6828335303641658,0.5018595372379006,Other cells
+7473,1.2316484375,0.078461875,0.8238909991830903,5.006151837271046,5.54348512384141,1.0342034384658256,-0.2050063688304241,0.5919745683920081,-0.6545521711699636,T_cells
+7474,1.03056875,0.1762949609375,4.780443815681677,5.287137102489023,5.698985991404738,0.8133634303394252,-0.3105736222928937,-0.4158364062030124,-0.7670544981611594,T_cells
+7475,0.84419421875,0.090862939453125,-1.0277150196564873,4.809797258392791,5.353778866818371,0.7027019972972275,0.0084150553451059,-0.5216897144350052,-0.7231585418120542,T_cells
+7476,0.7275365625,0.15907990234375,1.80374181408104,5.635324759161719,5.050409316672188,0.6187518284986445,0.4024123294531304,-0.0153884505791176,1.8062773379698749,T_cells
+7477,0.74830859375,0.102592490234375,4.922560999169509,1.9373686767837264,4.83450153466288,0.1325995726040127,0.0560881039165784,5.930158694785908,1.5891368758216375,B_cells
+7478,1.234470546875,0.1600670703125,0.1281685129100121,0.6558315746239887,4.991297130964001,0.8411707110924707,3.670004864290461,0.6635907156079188,-1.539603771051033,Other cells
+7479,0.854405859375,0.09320392578125,4.765681568031449,-1.6945310502552198,4.956639346754061,0.7847636197630266,-0.1640297852576636,5.540053454617397,0.8321416455096486,B_cells
+7480,0.812641640625,0.159342744140625,0.6688207049788664,4.721582617487184,5.23637738754487,0.8408847214806161,0.0576456518098907,-0.1578963464735202,0.8841745297871965,T_cells
+7481,0.8693609375,0.103924716796875,1.6005293730346797,4.468946217522761,5.53565620131301,0.5606567037790393,-0.0437188177504499,-0.498382949754053,-0.4899843106077128,T_cells
+7482,1.005434765625,0.0907201171875,1.558159427899688,5.415742172266728,5.819952832800823,0.562416206603314,0.1599565494611665,0.1715869964625005,0.8392123677825846,T_cells
+7483,0.4644151953125,0.1971112109375,3.985030130188511,1.8263471080506573,5.468055272830171,0.2687497380642655,-0.1386386617270775,5.510357901424596,-0.8755749006597989,B_cells
+7484,0.729165546875,0.099968857421875,4.308251550949957,1.5041054884422982,4.58394770784966,0.0820979863378074,0.1760756663394569,5.222953541910974,1.862967256766488,B_cells
+7485,0.719791484375,0.1799177734375,-1.2690081080260585,4.838666699767793,5.481149707755847,1.0075410599516963,2.641845577079664,0.0809839838213039,-1.017639686447352,T_cells
+7486,0.943042890625,0.1141822265625,-0.7799420078637612,4.291751344228772,5.261897031694187,1.1970423528535503,-0.2640306212231901,0.3141846626531963,0.986724215498998,T_cells
+7487,0.8553709375,0.0973290234375,0.3856826877567846,5.1108112776622985,5.4514592812812825,0.7775183692253074,0.1183842504578988,0.4651830890518513,-0.3461460511288025,T_cells
+7488,0.87199796875,0.104369990234375,-1.0120572802598955,5.493824363788888,5.365985959446682,0.814357615546971,0.275888547478979,0.5136841635152779,-0.6310411325659985,T_cells
+7489,0.799972578125,0.12336435546875,-1.0334812769098496,5.19059513032359,5.492250872708512,0.2313265099113728,0.1269602373915162,-0.0501544827243178,-0.0660800955736026,T_cells
+7490,1.2944903125,0.5385964453125,3.764711550668,1.2271599468386951,4.906209924744403,5.360010558785465,0.021164008832952,0.9042581421941862,3.550324413621313,Monocytes
+7491,0.708783671875,0.09264283203125,4.513559219408693,-0.403170271460759,4.598955903912432,1.0133584338676995,0.2545984341464294,5.307958353997622,0.9621220074316496,B_cells
+7492,0.784242265625,0.131589326171875,-0.1162094129796119,5.082573391618984,5.572630271964722,0.5380024668503661,-0.2046171330902919,0.0702440004190338,1.0143249800334937,T_cells
+7493,0.720671953125,0.1497717578125,0.3869282156695423,-0.3661674016517666,4.419414563193072,0.3536719259199544,4.083977550779064,-1.0028099957313816,1.3195574600885147,Other cells
+7494,0.871321171875,0.121663671875,1.5181398250577307,4.678614238023364,5.483649034089791,0.220063819918191,0.1168842030626751,1.555223803126334,-0.972371494730932,T_cells
+7495,0.845839375,0.112167685546875,-0.8722600874130939,4.989340488774374,5.747783364311273,0.5999568958999792,-0.7608612931966946,0.6751758188299944,-0.0253641101402674,T_cells
+7496,0.888116015625,0.1458158984375,0.4527483959751948,4.370001434401606,5.313258361686457,0.8909202346607578,-0.0452990975093879,-0.3368250058630961,0.5894710012831297,T_cells
+7497,3.8038471875,0.4418178515625,-2.50572903375466,8.164111965062538,6.717219748698298,1.629312405436632,-0.1385399054580807,0.5195466378871905,2.7298988690137422,Monocytes
+7498,1.00727328125,0.110465205078125,1.3972174105105797,5.170971392146532,5.498891066113639,0.423678080762224,-0.3723226110053281,-0.2085305678255408,-0.6046903120713725,T_cells
+7499,0.847486171875,0.125751552734375,-0.0792833273714899,5.14928786261666,5.266097700797441,0.3248552422394248,0.125713123441387,-0.6308152416472859,-0.1887898758862516,T_cells
+7500,0.5939021875,0.2083644921875,0.1753766371796849,4.7651502606777445,5.677149089295474,1.1954677719612663,0.4278783550390442,0.6115740799511225,0.7109033077625531,T_cells
+7501,1.996439375,0.118870205078125,3.533291217847584,4.189094883064381,5.130488283066275,1.1664822295459187,-0.6262265723104117,-0.6746221774169135,-0.8559306800300626,T_cells
+7502,0.945137265625,0.13297375,0.665589736387499,4.945722033476782,5.45689397979014,0.7908462961074106,-0.1481598861665911,0.6061070205188883,0.0328471008168197,T_cells
+7503,0.636045234375,0.139291611328125,0.2193186361905281,4.977678953488499,5.519085884585893,0.9723182987232328,0.3472667136710464,0.0011400686715841,-0.2499020215729654,T_cells
+7504,0.863173515625,0.09610541015625,4.79192638316269,0.9452319472099756,4.596250667964275,0.1654866506404851,-0.1302259667672257,4.742605755346062,1.2925598794336988,B_cells
+7505,1.71730421875,0.523498359375,2.7476701324228108,-1.1334153574844854,5.039024272510988,5.319134531033531,0.2486848477143416,0.4666950837426749,3.6895704634269366,Monocytes
+7506,0.868674609375,0.13985390625,-0.4334897133337201,4.567529431248974,5.661047424141149,0.5090439810101749,0.0499419507542423,0.154874831495013,-1.5135741476522484,T_cells
+7507,0.992751796875,0.095541318359375,-0.9869247283662992,4.897799489059701,4.986262000309067,0.4713131148132763,0.0160000278263548,0.1373042649292818,-0.0709704227853163,T_cells
+7508,0.79248296875,0.162474072265625,0.4130225102051457,0.6169749519037504,4.4674424826505525,0.0660220851700595,3.722968301378273,1.1458830620411824,1.0807454946400732,Other cells
+7509,0.803129921875,0.115731689453125,1.61201099264504,4.866699642840167,5.240924172530245,0.7152051945989157,-0.0806168838841164,-0.0540048121312573,-0.0218665729527659,T_cells
+7510,1.190234453125,0.099413759765625,0.8738958404631422,5.028264514161417,5.575293146318359,1.1421708365162773,-0.1954380611909371,0.1320270429516468,-1.3021501826688393,T_cells
+7511,0.837503515625,0.113667939453125,0.4957032369405056,4.852841299686647,5.413116158909038,1.213704947969632,-0.2782550666060842,-0.3145393587526201,0.2441587968334747,T_cells
+7512,1.09204,0.10151951171875,0.3376057016277027,5.006218038303233,5.4549862782891525,0.6546236084467711,-0.2565671374205813,0.5031791876170968,-1.4740030336451844,T_cells
+7513,1.1625775,0.5433382421875,3.022190761685289,-2.07690068454001,4.928819199508991,5.370495338711312,0.1966431947036534,0.2021573967580593,3.847987817330203,Monocytes
+7514,0.8424634375,0.136361318359375,1.4772469743170464,4.991620594658785,5.318504001228635,0.4946009917738484,0.024697225914835,0.5321353859587201,0.2096842451356908,T_cells
+7515,1.01787859375,0.117491171875,1.047321540614058,4.969169280461164,5.629011016720594,0.408316718563593,-0.1157141309406836,-0.661522991135646,-0.2702183717663726,T_cells
+7516,1.220273671875,0.568526015625,3.14431139967503,1.682082563469793,4.49537296064468,5.445336934637674,2.2098955452037106,-0.1774424970663997,4.2623086764587335,Monocytes
+7517,0.736056484375,0.152124736328125,4.150908405068864,1.8233001703840943,4.856986019073055,1.0618781347283104,0.5415124361486218,5.826856502548761,-0.5144592804751275,B_cells
+7518,0.819822265625,0.09358619140625,5.195130761906041,0.7545397310572133,4.993707695846004,-0.0751064086944836,-0.1993967460659516,5.521003590389404,1.5484042376588358,B_cells
+7519,0.686162890625,0.1397098828125,4.161027452175029,0.8574201159249942,5.567328815209571,0.4787308538179301,0.6150322529543517,5.3186715638195805,2.066689844407722,B_cells
+7520,0.699492109375,0.14256275390625,3.9699052198483407,0.6208260959489321,5.150784338081379,0.3319497351936243,-0.3753512432860494,5.4500367491966095,0.8134252690116888,B_cells
+7521,0.733401171875,0.10161732421875,4.516273385582876,0.6222376075073861,4.788478429652159,0.4971419801366648,-0.4049438035975854,5.133507132263613,-0.1227769868498509,B_cells
+7522,1.1083734375,0.137594521484375,-0.4018527905809106,4.803235132573397,5.649275536155487,1.501997026777001,-0.3955061739348004,0.3285466498043132,0.0401417494381335,T_cells
+7523,0.759212265625,0.100536552734375,5.137814489202197,-0.0209709428589445,4.660648434723122,0.1534239448506467,0.054930805553224,5.279557106560126,0.0379866700415879,B_cells
+7524,0.797141171875,0.088386328125,4.722720430717519,-0.4868127085294722,4.984163785544654,0.5138178262806367,0.1407780226766486,5.440854817922408,1.450020690863259,B_cells
+7525,0.957755546875,0.107941787109375,2.3084574362338013,4.430764192241132,5.0654065203868734,0.5973873965924074,-0.18433814418458,0.2696588755184744,-1.2595264976788951,T_cells
+7526,0.622705,0.1849112109375,-0.311862994273955,4.275339187359595,5.224462782623383,0.3160249537303839,0.2504995563493253,0.1483840785982824,-0.5168389158831193,T_cells
+7527,0.88343296875,0.137369482421875,0.7678763813070949,4.462164837834624,5.655620601708809,0.3278674789771395,0.1328170441889587,0.3340542287846385,-0.7971684563597274,T_cells
+7528,1.078289609375,0.5529833203125,2.8681778719901097,1.1620861254484465,4.744156651052645,4.970672450143909,1.8432518594740777,1.4547001906473014,3.174956563560095,Monocytes
+7529,0.93634390625,0.120544482421875,0.931917392126473,4.702429052650782,5.278705930282696,1.0781985334617188,0.3901429370808802,0.0110620816175408,0.9121758638803268,T_cells
+7530,1.014871015625,0.123854033203125,-0.0405986620638734,4.685748536735837,5.5179869768422645,1.2865870103214825,0.0270982010020914,-0.2245215453095217,-1.25874702569584,T_cells
+7531,0.9096875,0.090079208984375,0.6650600446659166,4.553737706855822,5.003850835690392,0.1863276624950708,-0.3184164666445397,0.1818579155443851,-0.0066539908395518,T_cells
+7532,1.1109953125,0.122006328125,0.8829352147519014,4.642686400595982,5.715023187564936,-0.0880190642036658,0.3759918414517961,-0.4647744819836198,-1.3066582655926324,T_cells
+7533,1.46450109375,0.094516943359375,0.4078752625926984,4.992894921768707,4.88791403398841,1.1518089763776609,-0.1454550960777509,-0.3446463944075214,-0.3308969927503261,T_cells
+7534,0.983606171875,0.0507474560546875,1.1070284963301198,4.414269526063376,4.87074441074546,-0.6296018374803277,-0.3652814634284618,-0.2555389176079225,-0.3306209562665536,T_cells
+7535,1.6496003125,0.211196796875,-0.99484860563774,6.881473418306364,5.871487281258467,1.9647602000693591,0.1273858635120187,1.0242594450176812,2.482947123005633,T_cells
+7536,0.91120734375,0.1659600390625,2.80763200268787,4.464450145494118,5.2464801981541465,0.3503604410604708,-0.4760817579452897,0.5808495688854942,-1.3837304110797048,T_cells
+7537,0.72465109375,0.08865697265625,5.01746119892152,0.4726491631654671,4.508707467171344,0.28198912189222,-0.1286931724142841,5.575522765812903,1.7161847052999184,B_cells
+7538,1.248420390625,0.082894814453125,1.357778640382859,5.089324869871638,5.66873560945611,0.5346276948583132,-0.2542452200765208,-0.6082776176974272,1.0607606725441423,T_cells
+7539,0.777621875,0.082878603515625,4.393155736773393,-1.0048749542628206,4.894987736450596,0.335956946788876,0.0532953492621586,5.876297834065153,2.57163693030302,B_cells
+7540,0.764918515625,0.1782476953125,-0.6943437847762147,4.17836551964156,4.958869401664121,0.9709690274378282,0.042570378502481,-0.1365264322114812,-0.8281589809321873,T_cells
+7541,0.796550234375,0.081975458984375,4.031655605642107,1.0126401994956638,4.896429296316202,-0.235165105522475,-0.485537438974414,5.370011852950238,2.0193608982871334,B_cells
+7542,0.90844890625,0.114382060546875,0.6515236671047883,-0.5429348025531732,4.569345600902176,0.4062502463439577,3.132398287515412,0.6977720462901021,-1.3939749670433224,Other cells
+7543,0.769765625,0.143419091796875,0.4454180200730584,4.71935904635424,5.483865150998864,-0.1862508050672348,-0.529875267754685,0.7777736979454942,1.0927606225978852,T_cells
+7544,1.89956671875,0.5160558984375,2.915095190800597,2.0328511974937946,4.693670894024818,5.472265540525536,2.4722164238061493,-0.0845880138937305,3.4919802992385987,Monocytes
+7545,1.0809028125,0.08954572265625,-0.4166796878092327,4.492047779938234,5.469770524451158,2.6160812004025544,0.3467912631187909,-0.0530524814284877,-1.468293632029391,T_cells
+7546,0.803172734375,0.10023650390625,0.7194545537384593,4.842686525907436,5.337711494835496,1.0414371790474597,0.0662726131886402,-0.1049756097347438,-1.106496704313532,T_cells
+7547,0.914748828125,0.129807626953125,5.423845143001481,1.8552898273080625,5.402737400441206,0.2414309378187623,-1.3374123408688758,5.217898734733063,1.9994311706476664,B_cells
+7548,0.92561390625,0.1421696875,5.02621705744503,2.189256089445795,5.267168579352973,0.1218953823248371,-0.9074556417464554,5.917046818680555,-0.1016346699603249,B_cells
+7549,0.67496625,0.12256142578125,-1.018739924215268,4.8574639093863405,5.782177689582154,0.4233482145469253,0.3862778753670176,0.2310553828541377,-0.6424590637485499,T_cells
+7550,1.068189375,0.137054443359375,0.4418194786087941,5.100273718617828,5.488148319012669,0.377476920530965,0.3137016086606244,-0.54861587137397,-1.047628227507723,T_cells
+7551,0.84901921875,0.115989130859375,0.1998555050127868,4.351074040959231,5.165653239506894,-0.3096605258946309,0.262474556123245,-0.11056147835895,-0.3182819598279255,T_cells
+7552,0.93923453125,0.11385037109375,-0.9304272845124536,4.749757982067432,5.284703882241614,0.2549151857201623,-0.3528310691463013,-0.1041547294754112,-0.9107907298781952,T_cells
+7553,1.032319765625,0.091694677734375,4.45813214119865,1.1348125853239346,4.489686700276473,-0.0194380646433607,0.0530441206332995,5.111815163658155,1.6548512002336069,B_cells
+7554,1.3393025,0.5046361328125,4.077205729492988,1.6842562630021392,4.960015507663438,5.375271964414062,0.2307922769829559,0.9961368346864824,4.202775626643058,Monocytes
+7555,1.040661796875,0.141000693359375,-0.0882784452680369,4.066657871078428,4.989627431696981,0.8435325121654907,0.1305517632952908,0.6073728102011653,-1.0392673535033543,T_cells
+7556,0.822514609375,0.099887841796875,4.475920669249825,0.6802293704267076,4.873304162363563,0.5330824675830137,-0.2999601021149833,5.357245325864392,0.6915371545796161,B_cells
+7557,0.858643984375,0.097842099609375,5.201766285882183,2.183095863900036,4.940307757825421,-0.127051402859201,-0.1686630097487367,5.144062842486682,1.0347114019315011,B_cells
+7558,1.1029115625,0.137005234375,0.6957080133759949,4.3336592020516616,5.187693737887724,1.1335487409617553,1.9152973122348944,-0.2074325689942384,0.7434371911278296,T_cells
+7559,1.242079765625,0.0635457861328125,1.006654985283152,4.055782194592792,5.484591137716903,1.271601788542139,0.610221590478733,-0.190719830187645,0.8696085119836249,T_cells
+7560,0.7781940625,0.112046474609375,1.2671265351677752,4.569658092100908,5.524460405208805,1.3226781826117393,-0.2128043014262433,-0.2918172363742348,0.8564391255590423,T_cells
+7561,0.994786875,0.126871943359375,1.2441987060258124,4.809777722520372,5.5108759644673935,0.1024735114582081,0.4259364694654489,-0.3928681342693342,0.9765852197206868,T_cells
+7562,0.930649921875,0.19278498046875,0.3588055539637075,4.538338827487164,5.541678706905345,1.1018637232970814,0.1949440372760905,-0.0222201543208658,-0.4914274352849042,T_cells
+7563,0.806118984375,0.13388890625,1.380723680149496,4.954754255780508,5.363922920712812,0.6377799982177906,-0.3788860595987665,-0.1804896277349752,-1.0048279188481113,T_cells
+7564,0.918486171875,0.121730283203125,-0.1357385651632957,4.660030710240493,5.835029884662381,-0.0175742367882465,0.1365011832188451,0.6455419298052485,-0.6182474038893716,T_cells
+7565,2.23008671875,0.26804943359375,-2.5965084178383453,7.655784632410578,6.197735029332906,0.8826222920169746,-0.1555256769217295,1.5475233831888822,3.5377590386960405,T_cells
+7566,0.95297953125,0.127455234375,0.6667631795434187,4.315878589283408,5.093051588496941,0.5208592173624657,0.1588741161975654,0.572132920335518,-0.395148650366191,T_cells
+7567,1.003116171875,0.133446630859375,-0.6401159856623228,5.189790635476468,5.4525915967465295,0.4771407598065664,0.0817205088748165,-0.0610372891838978,-0.7664401177597602,T_cells
+7568,0.902666484375,0.085475244140625,4.618754252632603,1.8911754743665328,4.837996103310825,0.4973806726475047,0.4633659459023381,5.686485144003619,-1.3062796676638764,B_cells
+7569,0.912231640625,0.102569091796875,1.0459378538129247,5.066790023173527,5.564223272855299,0.7912024530889812,-0.2122894588497098,-0.0979243014994371,0.5970144136871277,T_cells
+7570,1.030218046875,0.102152626953125,4.570785832745786,-1.0433517847517888,5.124732132032198,0.6857668766634877,0.5573157018403314,5.616902959252232,0.9594664052898604,B_cells
+7571,0.6550141796875,0.1074275,0.9867129541250272,5.339603109487964,5.58153647777941,0.9605578720076,-0.3789948003225876,0.002294173947724,0.4464495410264062,T_cells
+7572,1.1020815625,0.15689375,3.336974556207352,0.5092239803239613,5.796891679761663,0.8999432323944889,0.1159395053098082,5.358078378068877,-1.472168553865645,B_cells
+7573,0.8745021875,0.0986768359375,1.6790054399732182,5.146325237688982,5.096482177440847,0.5506545550103795,-0.36396029511076,-0.4352562363814082,-0.0158273425920893,T_cells
+7574,0.8278884375,0.096438466796875,-0.0424751114342326,4.873360452250104,5.325808386920024,0.9833709310635788,0.2953806226267316,0.2122978380696676,0.6845730936220235,T_cells
+7575,1.109925703125,0.30783927734375,3.763595796831572,1.7135276503967165,4.444777163933276,4.645649625969566,1.2213832230556672,-0.3436023705218806,2.339337944601179,Monocytes
+7576,1.013627421875,0.17102068359375,1.8011757316431067,4.602932574414697,5.510297753209316,0.5564776851858388,0.163081648567217,-0.4096822216724808,0.2516958622555548,T_cells
+7577,0.868970390625,0.1889612890625,-0.878791962037434,4.696738750234076,5.850195342697594,0.6445451578047782,-0.4070324775036738,0.4717432627443249,0.2591696814067561,T_cells
+7578,0.795014140625,0.13348203125,0.5213611927494005,4.968350147415508,5.703022776198565,0.5203547538554073,0.2558242707993221,0.0409016028187638,0.0179503752234389,T_cells
+7579,0.78288171875,0.13808,-0.9346924057048812,-0.4683115770686913,4.422152695450387,0.4946065693420804,3.896335410974017,-0.4932803649985411,0.6409298072226955,Other cells
+7580,0.737860546875,0.14087646484375,0.2068335519286198,4.897565057052007,5.761988898548355,1.1631282002941534,-0.0361936666965946,0.0934366702471076,-0.485752938883923,T_cells
+7581,0.907878984375,0.130347119140625,-1.2914853043071173,4.866629021376184,5.267688650921976,1.0620709574147198,-0.0313918472600181,0.7708268646282325,-0.780894025602566,T_cells
+7582,1.0334740625,0.21068064453125,4.210385393122327,1.3623844352028125,4.8727266452146845,1.8662865629354983,0.1210428142589968,4.066776708013472,0.3228217783746542,B_cells
+7583,0.882764921875,0.128427998046875,-0.6916175086679235,3.684605943727665,4.998683237477651,0.7721443044505372,0.0008153612676581,-0.3373357826543065,-0.4449830045112669,T_cells
+7584,1.132629765625,0.5038947265625,4.1057346241310535,1.4807469951871193,4.766739755497718,5.488319908907752,0.4423571499115447,-0.6492937098155875,3.927612382281392,Monocytes
+7585,0.686744765625,0.167300078125,0.8376145620743325,0.8539425333858006,4.523348644735662,0.0207012326165303,2.803998237398593,-0.1356822871649927,0.5979075813298784,Other cells
+7586,0.99908859375,0.20337078125,1.9084776352090425,4.866167833961831,5.481540267193701,1.637311907947843,0.2171142406119366,-0.1148103739795342,-0.3000782555483037,T_cells
+7587,1.33467734375,0.1753144140625,4.737563700206326,2.109193425649881,5.420209937393072,0.857723036483451,0.0433691636967756,6.441665903383854,-0.6554240118095552,B_cells
+7588,0.93123296875,0.15532927734375,0.9089944063377464,4.663856145552488,5.177369447767592,0.6812876271245196,2.011925023176796,0.6149817492434707,0.0924787902719825,T_cells
+7589,0.75649625,0.116045537109375,0.4254530748926904,4.610048431034623,5.258716704459076,0.9197842948278,-0.3635961858249949,0.9116988755238508,0.7621255489824361,T_cells
+7590,0.6324998828125,0.147141513671875,0.9876626294082536,4.763254803098857,5.659135725578838,1.5864959548194364,-0.2670864815252095,0.198758789040238,0.5163949032484134,T_cells
+7591,1.13460296875,0.11255775390625,0.3946319310554927,4.97941996189186,5.440604709649793,0.6275595503196323,0.0575363680078863,0.0566312145006174,-0.458896109603019,T_cells
+7592,0.65968921875,0.17752998046875,1.1424192589528643,4.494503318365148,5.747464036228558,0.5059304009393206,-0.2361771509831075,-0.0076189659723934,0.2168078694029628,T_cells
+7593,0.71391703125,0.14599892578125,2.6236264563712384,4.91124300417879,5.574890876049492,0.8754288107979319,0.4042706033382766,-0.0726771030758334,-0.6987572499194405,T_cells
+7594,0.94563359375,0.16426416015625,1.2725296983656074,4.931768556322231,5.262533086269703,0.9857194241885182,0.2738664152574886,0.2219726669395026,0.2057875078561786,T_cells
+7595,1.258743125,0.124052666015625,0.8046759445058355,4.56295036628744,5.482876920770795,0.8011485428857321,-0.1287808695822751,0.1227349093212453,-0.8907248764689378,T_cells
+7596,1.163322421875,0.129532177734375,4.429483834304608,1.065266738575608,4.684950139028228,2.352007795041638,0.2340370479500391,4.639307345841683,-0.7610123021059687,B_cells
+7597,1.119677109375,0.125886572265625,1.4151008792896689,5.260584807986708,5.649108452835002,0.6444046508288362,0.2765001015134849,0.4178388603910669,-0.5016039266033357,T_cells
+7598,0.6468453515625,0.17802265625,-0.2669344660980252,4.515126552559258,5.192301185268613,0.2191576576589137,2.391317196892078,0.636951479027797,0.661023585967122,Other cells
+7599,0.80133390625,0.0895319140625,4.680315859552394,2.326795285585773,5.006879037779669,0.5432421805939414,-0.4599704128384041,5.644225381216369,2.125530077266934,B_cells
+7600,1.02659015625,0.094874599609375,-0.550194764397029,4.982556236879152,5.3897904683966,0.6872795769605248,-0.6092965572222256,0.424633758610889,-0.1341490358935715,T_cells
+7601,1.344985625,0.112250498046875,0.8300942265812014,4.806072952211957,5.406698174461347,0.8318340845796346,-0.2238075089475606,1.169249378235337,1.071965607761425,T_cells
+7602,0.770661875,0.1487191796875,2.117194164166082,4.226383969236471,5.447877913006637,1.7676630525658867,0.1106125000162818,-0.0647760857050912,-0.6417530337055957,T_cells
+7603,0.6274898046875,0.16553998046875,0.4720162272112222,4.713288005784381,5.616467065884849,0.4288694366079554,-0.012859207858974,-0.626981077788661,-0.7804381376129538,T_cells
+7604,0.77796734375,0.15134220703125,0.6761970586193253,4.639921923884642,5.7616600391483805,0.809212409305388,0.072327926058658,0.3040475301621556,-0.9579340323011084,T_cells
+7605,0.895510546875,0.155256669921875,0.732585340540504,5.410978472083398,5.565389363203654,1.3316521047722556,0.0507687394099271,0.1069014738182508,0.565070196299923,T_cells
+7606,0.92695140625,0.28886763671875,3.834816447286988,1.8321350963346743,4.653433482756784,3.90653850474592,3.5866744151535364,-0.703980323915545,2.784125403923122,Monocytes
+7607,0.776480390625,0.14769900390625,-0.3371106136943507,-0.1265765781255815,3.771214287669256,0.3848603224061142,5.510395354856251,-0.5075971885567492,1.3880688640498304,Other cells
+7608,1.061944453125,0.1248730078125,1.2748102187103865,5.051647300400154,5.254048813794712,0.6047888576369244,-0.0145796830578472,-0.7224580326422246,0.8089667051791966,T_cells
+7609,0.895646171875,0.133491044921875,-0.2672263497041992,4.411017736403194,5.389889641869183,0.3703285696891201,-0.3081888748743804,0.0894784543473327,-0.4188266188023475,T_cells
+7610,0.86317140625,0.1923780859375,-1.3556959881873267,4.307058905056616,5.349956005374184,1.1161245267598967,2.775243110405372,0.2816875374951512,0.4615104785803946,Other cells
+7611,1.0259353125,0.143063837890625,-0.0597509448356838,4.332817076201867,5.1903035308966885,0.2634706155529571,2.540033576720361,-0.7462369339756765,0.4418393682024363,Other cells
+7612,0.6392387890625,0.1131860546875,0.5452010731409855,5.296087056294827,5.581625304438284,0.4783244358560288,-0.1950723361342256,0.2473942261823273,-0.2913559957181788,T_cells
+7613,0.990552421875,0.562725546875,2.6527397231997862,-0.1634644962899659,4.611379567714524,4.94746292425818,1.4547774941974447,0.7362155383026983,3.3743950017079967,Monocytes
+7614,0.759806640625,0.119136650390625,-0.8371518226124703,0.1858682752532636,4.62661086755213,0.5280977841960843,3.213481406069897,-0.4101622656154718,1.53169502040439,Other cells
+7615,0.733580546875,0.128189150390625,5.902254245902413,-1.3880663513515716,5.19168655106633,0.7945611761318593,-0.4346832218359971,5.769352374287025,-0.0077704773303262,B_cells
+7616,0.72543890625,0.071808564453125,4.480980542580627,0.6761579459568957,4.637990057466408,0.3049086652397973,0.8397457104027597,6.048082422877112,0.4456393505491189,B_cells
+7617,0.6614753125,0.11407240234375,1.3547936900854258,5.032285039245766,5.579659302361154,0.4856609043043532,0.4705552746362429,-0.6227931222519736,-0.5025179538097684,T_cells
+7618,1.232144140625,0.13576541015625,1.6011925236898392,4.579348326544099,5.149097868469077,1.1815406024523676,-0.0284080652580907,-0.6918950634941748,0.6597576568478788,T_cells
+7619,0.71479046875,0.085494443359375,5.042776083379928,1.700363049551354,4.687243136078273,0.2235712906734522,-0.0751213733525071,5.582140050205464,-2.021388950600495,B_cells
+7620,0.91731890625,0.17077166015625,0.1964918410385096,4.459713935821053,5.007037470500973,0.5342997007579007,2.768736460981631,-0.3051242206491262,0.3404069378301567,Other cells
+7621,0.6692078125,0.1322122265625,1.1405320797561056,4.532734854608154,5.417370831317073,0.2103941062329998,-0.4984256495930864,0.1353578174162847,0.642373018278618,T_cells
+7622,1.013624765625,0.17217947265625,-0.0141846091189038,4.56114033894447,5.210920966371633,0.6628843349577144,0.4310296032819914,0.224899752819196,0.1267271621709252,T_cells
+7623,1.018865078125,0.1702021484375,-0.4507445056824828,5.045067169006235,5.814795185724808,0.6856249816882508,-0.4705798236190421,-0.2972943059975123,1.531535382497761,T_cells
+7624,1.02274359375,0.1339387109375,-0.2599904879741384,5.072744821293275,5.801099412892338,0.9073408631530376,-0.43844055967518,0.8736408359096625,-0.8773406561900952,T_cells
+7625,1.0503803125,0.2423262890625,4.561880174594864,0.5733408709426333,5.6735195971315004,3.2637467165371725,0.3993556019947749,0.3207694110064659,4.79760510474765,Monocytes
+7626,1.15748828125,0.147658203125,-0.3150766549343441,4.813461236503968,5.620327704168983,1.864498018834419,1.653601784165282,0.5527595495596773,-0.6759555380877442,T_cells
+7627,0.83659890625,0.22031927734375,2.015588156189746,4.206771018901926,5.247531495926968,0.8691941132664524,3.0787037119175698,-1.047551075731211,0.2508061603753885,Other cells
+7628,0.714271171875,0.142004658203125,0.5367619447697114,4.018759107574729,5.177921395298514,1.3173931858260746,3.18029888361002,0.146073339616909,-1.429061540357029,Other cells
+7629,0.910337578125,0.16625048828125,0.0001493739163452,4.572014605191321,5.679281809523317,0.3286182984537337,0.1524669450823738,0.6886718480214125,-0.3195186197071998,T_cells
+7630,0.775100078125,0.142287900390625,2.4313378822459613,4.539983820379492,5.655137443474601,0.5094718567172121,-0.0983594316414116,2.49882379663615,-0.438030666857728,T_cells
+7631,1.049132578125,0.24716744140625,2.0454648963250737,5.12810329366429,5.493677660707816,1.314341736043771,0.267259849825687,1.162721569065516,0.2601844193307354,T_cells
+7632,0.801119296875,0.10476125,0.4844163225638985,4.316576092934907,5.294896299671492,0.7534950364226034,0.1158255217311005,0.3293748571404246,-0.935316569120793,T_cells
+7633,0.83722875,0.182319375,-0.6377331309262688,4.509224272107054,5.847683578429885,0.7367149822899532,-0.1269950275512359,0.4650233410923202,-1.0227891975948322,T_cells
+7634,0.840001640625,0.082730380859375,4.6609130682018645,1.9835613705100847,4.992567960720892,0.7405401622584834,0.8239899717969129,5.767982400883749,1.765219822277701,B_cells
+7635,0.83205171875,0.1408788671875,0.9114302615788504,0.1839083040580444,5.086160082135632,0.2944040567480329,3.931484681737592,1.239202753406474,-0.2396857781265025,Other cells
+7636,0.767786953125,0.1164151953125,5.1026617748598495,1.7964019369351385,4.769122846892391,0.3134232600651819,0.0449594728559756,6.026581786490996,-1.504459060610431,B_cells
+7637,0.86199421875,0.097680673828125,1.8656302150931745,5.613650579293094,5.0467866727441,0.5902385386178515,0.0657834437179197,0.1300732956037237,-0.1847612854180937,T_cells
+7638,0.835306328125,0.104008125,5.388441908618001,1.7550857944902762,4.805598918958754,0.5944170410046022,-0.404895345290038,5.10298902816356,-1.370030866052811,B_cells
+7639,1.042944921875,0.0972533984375,1.8136326695791705,5.349959480427371,5.526803121346445,0.592252644332143,-0.1580452714007008,-0.4167671552524096,-0.9379265172106264,T_cells
+7640,0.809532421875,0.19481529296875,1.0185400076613311,4.904326087443934,5.84039664646797,0.1994608235584632,0.0039309426179391,1.0112999092114134,-1.636152525269658,T_cells
+7641,0.7065840625,0.09253421875,5.5389731284453125,-0.2546593135501278,4.838573448365468,0.5375443621432705,-0.2552362288115442,5.6355089948435495,1.0893309377972864,B_cells
+7642,1.287774140625,0.3627319921875,3.2285429480552343,1.4761603074707823,4.538875469924976,5.216277202092571,0.4312873920501689,-0.6809462446033041,3.998045155037135,Monocytes
+7643,1.206517734375,0.122649638671875,-0.1217671751048836,4.259985545051936,5.427820794343993,0.2914875139660518,0.0405876635887842,0.4180132112693649,-0.5393197593957026,T_cells
+7644,1.16708890625,0.663872578125,3.5316828191619973,2.419631984888089,4.919786409132025,5.5038560215997325,-0.4562605175259123,-0.4235407541066974,4.23581563461458,Monocytes
+7645,1.047663046875,0.1178440234375,0.8267938540680468,4.392401535143407,5.41364042780272,0.3861801202235488,0.1776415671017782,-0.182693057124087,-0.1661900696117499,T_cells
+7646,0.99662796875,0.122761845703125,-0.2384527034504795,4.607060234402827,5.622152960131248,0.7811624178140015,-0.5470893896294227,0.7434459637084057,-0.990391183309308,T_cells
+7647,0.780111640625,0.0698534375,4.041705658334409,0.7987219357155535,4.426018980461171,-0.0736855762900763,-0.5719951750172375,5.605791736614538,-0.4703742896353398,B_cells
+7648,1.6021275,0.227354609375,5.205789676757801,0.4206664195077916,5.829223383752839,0.9583693201211314,-0.1502895175527085,6.671979660941886,-0.4330662734817439,B_cells
+7649,0.72109796875,0.113579130859375,0.9451963129112232,4.767335507736949,5.42073862886651,0.5254574701048125,-0.3121967261020025,-0.1937556875772605,-0.3153594700403356,T_cells
+7650,1.0326603125,0.3575262890625,3.8345779839357848,-1.2821967742442633,4.492262636579665,4.483141532778839,1.5741591773332604,-0.6557325412985224,2.175698216517567,Monocytes
+7651,0.866968359375,0.0744802099609375,-0.9570557247565082,4.478887114635417,5.311032619990828,0.8576736046225724,-0.5332874123986249,0.1783487263938847,0.1651229003140872,T_cells
+7652,1.11935859375,0.3718276953125,4.052362080178896,1.43039265059097,5.168989485344754,4.286472465882183,0.1322712595399067,-0.7126072356364006,4.472090986855341,Monocytes
+7653,0.9014340625,0.09923193359375,4.899196924658564,0.1420456745813569,4.675746649775345,1.498801339819037,-0.2137718746886433,4.845349972232263,1.253009000772384,B_cells
+7654,1.00752234375,0.10683580078125,0.9355384120540992,4.173140183345206,5.564821940731053,1.1665419197467497,-0.4760694776702789,0.9514043979694046,-0.2690841316758803,T_cells
+7655,0.961868359375,0.10943962890625,0.8930658206962159,4.032864355129476,5.2857342620522445,0.5695922010791151,0.2113954087505732,0.5975842420982186,1.1202605862018724,T_cells
+7656,0.9201084375,0.1669076171875,-0.1471042297208448,-0.2651506091340205,4.353108998060786,0.327365728023882,3.1020755380169414,0.6017662089209265,-0.3585259756569238,Other cells
+7657,1.216901171875,0.50820484375,3.551737581698554,0.107136843805492,4.939221062662608,4.910632659188259,1.2898417330596736,0.3939418066016633,3.106213029275336,Monocytes
+7658,1.26159953125,0.3450024609375,4.110769710954468,2.100884490807567,4.810877559765932,5.219890712364856,0.0964166361055178,0.6113477630207241,3.306880292792646,Monocytes
+7659,0.984361640625,0.112442529296875,2.1352171834696145,4.946699513007944,5.695537112198856,0.5472184201893604,-0.0882077814363634,-0.1883049993271399,0.92265814593133,T_cells
+7660,0.80452421875,0.129590986328125,0.9538353289772086,4.306286726781733,5.208893787672946,0.4116037176203417,-0.1221336975394109,-0.0078301058187438,0.4998173914433459,T_cells
+7661,0.8872653125,0.1141876171875,1.5465919368103849,5.100937058473909,5.66321119626829,0.584584832454043,-0.4966807722264489,0.3353900004575341,1.36034290526219,T_cells
+7662,0.874960625,0.15789890625,-1.0069480418765646,4.044703672525925,4.768115244573192,0.3305356123841562,3.270299618144097,-0.6263321553589989,-0.7359299349584818,Other cells
+7663,0.84586953125,0.1793098828125,-0.0107549811936032,4.708096655287449,5.099342487359476,0.7197532332144083,3.706514498133578,-0.2443117268532555,0.8595506269063361,Other cells
+7664,1.39756734375,0.143841572265625,1.4943101912146004,4.42544033224989,5.459117786767839,0.1534589151194804,-0.0970459726989625,0.3859079455861396,-0.6627218827343127,T_cells
+7665,0.86030359375,0.131584521484375,-1.0807464256661827,4.742582389397304,5.3336834314778825,0.6115315240269146,-0.272184602971452,0.0057641059947874,-0.3100367107227421,T_cells
+7666,0.9149978125,0.094499541015625,5.27780091647892,1.6108302238446994,5.508484207689113,0.2141322792818361,-0.0198002725050058,5.724142932551262,2.3193986139274223,B_cells
+7667,0.854248515625,0.116084541015625,3.9108134876268257,0.8834506246286707,5.091210745630057,0.3476825006907506,0.2911180418895231,5.322131997279293,-2.0104044797719403,B_cells
+7668,0.84964296875,0.185904375,1.1453160285591708,4.6093643483801054,5.458956917118371,0.7952051813476065,0.7067975092787852,-0.0528765734292302,-1.0485504784064932,T_cells
+7669,0.776525234375,0.288532578125,3.656661869810809,-0.3631448666632759,5.153785232867191,2.3122902674451487,-0.2545922322089706,0.0110074948065635,5.1517326086176585,Monocytes
+7670,0.667050234375,0.162190224609375,0.9599534390393368,4.43886302928732,4.845947907402034,0.7164272152202044,3.504605345863583,-0.2288251564873165,-0.1641433110048965,Other cells
+7671,0.66956203125,0.1598750390625,4.527536549752801,1.069491514813128,4.8726940397724725,1.35482237528983,0.357776512234747,6.390688889221569,1.4486597846889957,B_cells
+7672,0.963214375,0.101335283203125,4.336078391672739,0.6468075431523963,5.398570201156325,0.5381441059540186,0.2701686281675577,5.359613021695436,-1.2523160289015909,B_cells
+7673,1.090383046875,0.0968129296875,1.012818422840398,5.392812341208732,5.417556961986885,0.6928949693981838,0.0388657758959882,-0.0205551359410559,-0.6227489884528042,T_cells
+7674,0.88141609375,0.17656142578125,-0.7009642985537526,0.1009978574782891,4.976570051293745,0.5791962852122063,4.140958185019624,1.0075191508136814,0.5567034567001823,Other cells
+7675,0.7903059375,0.1714659765625,3.6196727256911454,0.8534966691638197,5.379742762188714,0.6231603432933891,0.0029433799222744,5.2562409949410895,0.4545029397469451,B_cells
+7676,0.76911984375,0.0789641552734375,-0.3222380084367834,4.556415910701637,5.186750549811813,0.9233456527707496,-0.2020300627278261,0.9097621345747138,0.4168453156348315,T_cells
+7677,0.96069140625,0.0814785791015625,5.842417238088369,-0.0033884759309789,4.927887629173707,0.3934088460543291,-0.3731410087898749,5.457459402589456,-1.6162731193786202,B_cells
+7678,0.983891875,0.0942691015625,0.6891731084580643,5.22850598246283,5.522779190852284,0.3095527929647258,0.2105628967264843,-0.2466552459708617,-1.2378238673801851,T_cells
+7679,0.872337109375,0.08383396484375,5.365670672735236,-0.0568349900958959,5.029305482195683,0.4305111944916532,-0.1578862870776527,5.906565098617224,1.3272801656631736,B_cells
+7680,0.889653203125,0.111428974609375,0.8889747456195654,4.697362474121997,5.379597281890357,0.328799075387078,-0.2154007175242598,0.168420664999005,0.3814409319058616,T_cells
+7681,0.933923515625,0.122980283203125,3.259770653921401,4.697695352031505,5.750482620302122,0.5114296685909863,-0.2285814546134198,0.1514608454454103,-0.0645302320007032,T_cells
+7682,1.25569703125,0.16622408203125,0.9966788294051436,4.5828721829743255,5.554327814450188,1.2096438583188407,-0.3315470397998353,0.0917778491737779,1.1951887527342415,T_cells
+7683,0.798158828125,0.6016392578125,3.206642991091277,-1.3058941371175228,4.319899843783867,5.059955533305772,0.0459692976538851,0.2404553239915321,2.961094894603004,Monocytes
+7684,0.747818828125,0.101053837890625,5.862594648047502,2.2742429496706627,5.048235538525606,0.4351434454711656,0.2254744290479888,5.824919973744531,0.9011261596209,B_cells
+7685,0.862738515625,0.1450873828125,0.3529781958319491,4.300565601809842,5.123770807751236,1.044056473273664,-0.0147695408190406,0.2021945076779766,-0.8789976470811313,T_cells
+7686,0.82027140625,0.1004279296875,0.2749111348272018,4.785152027093711,5.449039473397511,1.7063087371040675,0.2387179505649919,0.9253200423583102,0.6065209471769438,T_cells
+7687,1.32891265625,0.4833936328125,3.528038511987584,1.2953984291541694,5.042862902374163,4.775386010133171,0.4660917542562568,-0.2867675287206256,3.397084853635524,Monocytes
+7688,1.008244453125,0.154247294921875,4.014185823856836,4.4527953533946185,5.158062846184802,1.119640241037035,0.1301851577066107,0.2424614248276661,0.4784148429156437,T_cells
+7689,0.6120248046875,0.136534150390625,4.910881421110123,0.8702567440610363,5.331157410563195,1.5598661631029258,0.2867496553184145,5.824319054897026,2.182392480574335,B_cells
+7690,0.798559453125,0.15090173828125,0.839831186076325,4.381527458726152,5.405293142270878,0.6559078755253728,-0.1561157768779794,-0.0268537437570014,0.1474393876942506,T_cells
+7691,0.95914921875,0.11458548828125,-0.1020114437553145,4.807784493862754,5.465529604048717,0.5827427519443277,-0.1233188522856044,0.1530553176309111,-0.4932870713662248,T_cells
+7692,0.863293359375,0.118481943359375,5.180422019821148,2.3611157045021502,4.969294072743912,0.3994018835061879,0.0636505636403461,5.492320268371321,0.9690856589515942,B_cells
+7693,0.3460349609375,0.13265330078125,3.995419839768676,1.1926416963774478,5.050897198808041,0.5112193898742488,-0.0966971381573538,5.723420579438657,1.6690801625956302,B_cells
+7694,0.62258046875,0.16395630859375,1.2372134104400527,5.146174979733921,5.2652279714520285,1.5281616955840398,0.6017112167266884,-0.5656735561883764,1.124894652628159,T_cells
+7695,0.91039109375,0.134501611328125,-1.1615015698888589,4.335150724008984,5.292823694045415,1.0808193162338535,0.0016009711011481,0.4208637450942049,0.2404128699432418,T_cells
+7696,0.813713203125,0.160919208984375,0.7509995769887547,5.253784872841221,5.819470425341811,0.4756255711845128,-0.1781585845323646,0.2214436134820195,0.0592062741410412,T_cells
+7697,0.7339971875,0.133766484375,1.4537080125445156,4.086021553449685,5.029042621607193,0.8012193941036789,-0.0739785555768271,-0.2683247012640803,0.878995677174419,T_cells
+7698,0.93984375,0.1364975390625,1.8313597291777304,5.398372654102292,5.490583292634643,0.8510156818496162,-0.4573429257471379,0.1923714824446259,-0.6942005800396455,T_cells
+7699,0.53866234375,0.112322509765625,4.539144885396129,1.6401504922696817,5.095653079680703,1.625792456212454,0.5747618094674395,6.14766616989604,2.589131055567504,B_cells
+7700,1.14254546875,0.127478642578125,0.3725407860210892,5.146923874331883,5.607770075039052,0.3024391532697729,-0.15889241641126,0.0896140803147918,0.2372915871467793,T_cells
+7701,0.694429296875,0.09857482421875,0.2306287759172944,4.993692145542415,4.9101872197218,0.574933714555224,0.3844573573343101,0.0396238410111584,-1.3920249166654088,T_cells
+7702,0.7544175,0.086256572265625,-0.6159242544415262,4.995286109729007,4.543282707577569,0.6191000301786078,-0.2175136365848224,-0.1398479280791102,1.1345987983411236,T_cells
+7703,0.4660736328125,0.12645546875,4.448830727734986,1.0978233160968367,4.768565018440906,1.789531017308897,0.0584983213557135,5.662888945945392,1.97448687462524,B_cells
+7704,1.54630296875,0.21499123046875,3.6990935185322966,-0.9262761798795904,3.911198987175191,2.1167508469473955,0.8016259682565079,4.491151747523354,0.6677897517510071,B_cells
+7705,1.03188328125,0.119709140625,1.53980533056029,4.985409159139419,5.584503846099294,0.7814506631160837,-0.2677918863080269,0.3137694123869148,-0.3364766125467042,T_cells
+7706,0.7797846875,0.115696875,2.2009422153300924,5.546104720343688,5.441760098284754,0.4175440478903667,-0.0675356892012919,0.2008190576651415,1.0120525479595956,T_cells
+7707,0.813020859375,0.15249201171875,-0.3572789043513949,4.366750317928127,5.46640841239036,1.1106899937357235,0.0946013469141072,-0.0614510267133159,-0.7006389153824344,T_cells
+7708,1.1287678125,0.151901513671875,0.5050710760081496,4.33918905677834,5.389116358553001,0.7135065165972518,3.6036982540765408,0.4533431843615103,-0.3691661789763574,Other cells
+7709,0.8538634375,0.167624140625,0.7358155752238253,3.6531953979707374,5.057800694005913,0.7135567923782994,3.47634783584591,-0.294582644756168,0.7902896435901331,Other cells
+7710,0.963696640625,0.21347822265625,4.925288475659534,1.7064267808209614,5.799367293935632,1.1547467708339534,0.5742673112339156,6.512462475234034,2.6210967511566703,B_cells
+7711,1.00992171875,0.151626669921875,-0.1488867666019106,4.481418585745399,5.472553424542269,0.7316849856455154,-0.1659569516133064,0.6152759122341512,0.4915561020968676,T_cells
+7712,0.71862546875,0.127688076171875,-0.2577025653558155,4.441411312582042,5.129416028984229,0.414322840178346,0.2639669511097109,-0.3950567770500462,0.8468895639159818,T_cells
+7713,1.070141640625,0.125357880859375,-0.076400329627359,4.574091154974037,5.224650650447165,0.4647761907170581,-0.1300908924566383,0.7174055063466104,0.2684410461048327,T_cells
+7714,1.3175853125,0.4120684765625,2.890427479358642,1.768826460214646,4.770681334327676,4.678826499364851,1.065511848471817,0.1576154036833348,3.0974748318917467,Monocytes
+7715,0.85901734375,0.14765939453125,-0.7766616106952723,4.400255526440748,5.282817029723987,1.1417304318783748,4.254378218305146,-1.345166023406825,1.336672415337558,Other cells
+7716,0.766180078125,0.157814892578125,1.1686211274932037,4.5213393978159,5.2947899743054485,0.9576755328148756,0.3089901776422051,-0.3090674358510367,0.8109508470936109,T_cells
+7717,0.810285,0.135387353515625,0.8641929514976283,4.428513923184019,5.446860595668081,0.6456065339947386,0.1180476070759663,-0.5032521279752873,0.3322361264752713,T_cells
+7718,0.7214053125,0.069376962890625,4.52787573125871,1.1557548476379769,4.374547648770937,0.2587177951973823,-0.4644814826712351,5.612733381202025,0.5781593816159626,B_cells
+7719,0.484098671875,0.090435068359375,4.1640546878293145,1.763203797517973,5.08849827114037,2.235021184035044,0.7958671321555014,5.541816444591933,2.1175472088521263,B_cells
+7720,0.971233671875,0.09677931640625,-0.778359312624042,4.610356295743973,5.4329908848209545,0.1909405829883148,-0.661793049782115,0.2625755522740098,-1.3922359865490876,T_cells
+7721,1.1019725,0.17496935546875,4.4775514886439565,-0.3856260509910241,4.847701302571146,1.5415704985142464,0.86580016873651,5.433023389224851,1.4405335961684531,B_cells
+7722,0.816509609375,0.08881419921875,4.6303410419174265,0.9991715012606346,4.822329743630854,0.2551259031503385,-0.2376287716404707,5.647568657616876,2.1012807192642327,B_cells
+7723,0.739921171875,0.150124609375,1.6685428722925224,4.669019673821795,5.489014539231484,1.2938837019016451,-0.0570160132843075,-0.3481399161034908,-1.1448873153933528,T_cells
+7724,1.0861684375,0.11628017578125,1.6889937382185276,4.414348572578966,5.570507817627931,0.2800489752129682,0.4985624748061835,0.2498542508555201,-0.6220936643675676,T_cells
+7725,0.872628125,0.067254404296875,-0.377368804132087,4.653604604837971,5.300049140555792,0.379328183102689,0.2332030118541567,0.2192508824048629,-0.7664067493192056,T_cells
+7726,0.83644484375,0.11191384765625,1.9805144197208595,5.554684814459735,5.533774272593604,0.6837750701949533,0.1104717924737106,-0.5297251577543826,-0.5451375294465153,T_cells
+7727,0.96243078125,0.073565654296875,0.5787471012802801,5.097194722999319,5.419896463878561,0.3462285128930785,0.0627557681144486,-0.4433085847156574,0.2885113547638514,T_cells
+7728,0.6027515234375,0.136518544921875,5.394867782541539,-1.2043061638306,4.975295714552965,-0.1232097271377739,0.3211551268408741,5.381692713334573,-0.8963063756622285,B_cells
+7729,0.71184828125,0.082145888671875,3.5592063800157594,0.4026343601447704,4.278167735366371,0.0289118784024056,0.8179822811674177,5.452978725616704,1.447796468549901,B_cells
+7730,0.958516171875,0.09551611328125,1.26974118221597,5.468638745229095,5.381306222873847,1.072406386969194,0.4309169108637675,-0.4630188343148446,0.9267653747891096,T_cells
+7731,0.968814765625,0.12753625,0.5496538311568522,5.247120426635883,5.632082641216505,0.4687010554661425,-0.0653199186360816,0.3246134318558566,0.7777045402753626,T_cells
+7732,0.84776203125,0.09694375,4.180395705908119,1.401979758846026,4.707832400529171,-0.1639955018279729,-0.4589421926928249,5.417476671396323,0.774465505858829,B_cells
+7733,1.3990803125,0.151446630859375,1.435993234857557,5.133266843848688,5.628628689408366,1.1690114044099833,-0.0983234780214907,-0.0568762358855676,-1.1452137619294382,T_cells
+7734,0.82488546875,0.0817132177734375,0.1158376397024856,5.628359992660399,5.385725251942092,-0.0857651604894966,0.0640928656136825,-0.1164176124992232,0.2544847090774265,T_cells
+7735,0.80336046875,0.25142923828125,4.037536120988759,-0.3219789159986398,5.126422726306341,3.804119203675463,-0.0623235716553552,-0.0049820865770822,3.709838885819413,Monocytes
+7736,0.697948046875,0.092124345703125,0.7056470414511788,4.54774634044343,5.192527823838917,0.2432391126359101,-0.2426059436514202,1.0342549818252185,-0.2920174817978936,T_cells
+7737,0.787868203125,0.143948984375,1.9051974437035244,6.785492124963725,5.609827203001723,0.7391457986901525,0.3123515803758553,-0.8932080161958168,2.412341755820721,T_cells
+7738,0.90182609375,0.10966287109375,1.2633341462806036,4.876905590188228,5.527574969299868,0.7932400690804724,0.0624069134117213,0.1342149995995851,-0.633038053179198,T_cells
+7739,1.044397578125,0.1138131640625,-0.4016613025439026,4.545278762114891,5.325630665298724,-0.0142598278962797,-0.1784065363396548,0.0319851634515903,0.867363826780379,T_cells
+7740,0.865420078125,0.09130521484375,5.57974218890153,-1.1254203219325398,5.027279446578064,0.0207687928258818,0.1287697388668419,5.8540983087149545,-1.2869377627344385,B_cells
+7741,0.80175953125,0.07308677734375,1.7941778427313744,4.750069747726032,5.220083590111007,0.4637636981681835,-0.3455279117703146,-0.505477628560115,0.5284390458985352,T_cells
+7742,1.09845109375,0.092334384765625,0.562050130712346,4.234415622176126,5.1402235834999805,0.3703558350848085,-0.0995748898548838,1.355546926215628,0.0250054782143114,T_cells
+7743,1.041708203125,0.12594958984375,1.1318065155224282,4.379128008349662,5.413384327783196,0.69470729564085,0.1458890905628768,-0.2415929906153631,1.240935362391538,T_cells
+7744,0.7729878125,0.136339111328125,1.1897276511324086,5.38023296170909,5.51874678251417,1.032771537638924,0.1470528610537035,0.1966122581346067,1.0758693768751226,T_cells
+7745,0.901318515625,0.09851841796875,4.281417948375059,0.7437133716015502,4.923138129372929,0.3711494817972933,0.1794547223713346,5.629078209367811,0.3422382783757273,B_cells
+7746,0.83148703125,0.197323125,1.6376583177773525,4.669498849605897,5.501174214749488,0.3404418740799544,-0.379366931626525,0.1797307346158742,-0.4047323193952589,T_cells
+7747,0.646444609375,0.1735453125,0.3526161771862428,0.5296221904655922,4.8968482990206885,0.8977375095698307,4.396101948544028,0.047779015148476,1.0079230001923345,Other cells
+7748,1.29797390625,0.099230732421875,0.1176123982059529,3.913314344526072,5.556252863177631,1.1642450084773284,-0.1794381963992786,0.9194187755555931,0.2422360357006819,T_cells
+7749,0.981296328125,0.1821459375,0.5015378767617764,4.062305707661112,5.394443842016303,0.82892632592808,2.388876739702351,-0.2308356038153237,-0.348396833257186,T_cells
+7750,1.007886015625,0.1402265625,1.672519303785483,4.74383501525002,5.586778130848159,0.2853565230129127,-0.5080229824418208,0.1030762587482361,0.1803871354248397,T_cells
+7751,0.870164296875,0.091514052734375,5.719842727576264,0.3718568622910515,5.290052312923347,0.4187150008608982,0.7685115447426774,5.779137527362967,2.211844977353669,B_cells
+7752,0.916904375,0.0738020947265625,5.504824411923041,2.35102836899578,4.334871280493701,-0.2378131971688511,0.8744565121807036,5.574251113761967,2.0543398618542974,B_cells
+7753,0.886819921875,0.16509650390625,0.989253299811011,-0.40138245981717,5.052273712463672,1.075011801699402,3.7507693338746018,-0.1009864317003798,0.3395592843427946,Other cells
+7754,1.1460759375,0.149984189453125,-0.271807938009078,4.039700985848798,5.064323362378924,0.5889130833855207,1.4330715914601206,-0.32199521998502,0.065552272021984,T_cells
+7755,0.866093515625,0.22818796875,4.378906433820015,-0.5833068322116984,4.488755154918684,0.9659825841333448,4.500345233227739,-1.345093157902148,3.768787272051096,Other cells
+7756,0.773436875,0.17129615234375,1.6225273539010718,4.430071229720105,5.826304900981247,0.3997006068880502,-0.2853706115748871,0.3876210844587358,-1.2472824381311616,T_cells
+7757,0.816402890625,0.13633970703125,0.6244245545346072,4.2398017547857005,5.437602828098587,1.6158366141856737,-0.0899288413253316,-0.3066936065991236,-0.3971660252218503,T_cells
+7758,0.926077421875,0.083136650390625,4.507901835612957,1.4159296174754183,5.106500694887044,0.6184776218781345,0.5982293804559271,5.853397954888138,0.9207029108460713,B_cells
+7759,0.946956640625,0.139103779296875,0.626944274196204,4.503017172158684,5.371764138779863,0.992902283001572,0.0670376879924526,-0.1059039708971043,0.7120267208190952,T_cells
+7760,1.2297096875,0.4192437109375,5.330905337119931,1.239549432522295,4.81450524993236,5.38325071215048,-0.0868501496132059,-0.2677925748017215,4.7189612261324365,Monocytes
+7761,1.21598265625,0.108154814453125,1.050016500288505,5.008319177983747,5.3082251444033215,0.770798790765707,0.1554608365596903,0.3439497556813344,-0.2461039625478912,T_cells
+7762,0.821827421875,0.154767587890625,-0.8528003336086198,0.9461281890309768,4.525853202797276,0.6921862456919144,3.74663789900219,0.5368468971520477,0.1071097698119012,Other cells
+7763,0.89759765625,0.09641326171875,2.4708853635795784,5.508116908571468,5.58893502004345,0.4165822463059305,-0.3441265397134256,-0.375972913137698,-1.235950974711776,T_cells
+7764,0.98642921875,0.2184427734375,2.8219581812570973,-0.410103516551775,5.0481294080072985,0.7011980102120702,0.4670701352462655,-0.1098792844149601,3.876626909924195,B_cells
+7765,0.680522734375,0.157771689453125,1.7337337822583443,4.622689503759405,4.704283463462204,0.151814614501455,2.1287314228385203,0.3325869280547411,0.7538904185143621,Other cells
+7766,0.76839046875,0.16558078125,1.1519259470687306,4.90337636801222,5.841749255572475,0.2670509106910173,-0.4194107627457993,0.0850688792010366,-0.8018933998489741,T_cells
+7767,1.08783734375,0.3810905859375,1.9209097225613088,2.1448536708039287,4.489419289837595,4.7304788498200265,0.0181360535418299,0.3528199259953339,3.0235377118928977,Monocytes
+7768,0.6428033203125,0.104387392578125,4.756097792791164,1.9539781253988653,4.449275759511527,0.9094024917654824,-0.6854577276017598,5.502578659539374,-1.091419588553023,B_cells
+7769,1.17193515625,0.108933154296875,0.9141740035027136,4.446327167326809,5.70759423484632,0.4703894574982296,-0.3325090635262714,-0.3617289916758195,-0.867012479313891,T_cells
+7770,1.7553428125,0.22055724609375,-2.239421516561605,7.66589675391286,5.875324579530234,1.026523465686192,-0.3785376497046862,0.7521231005346286,2.733137122654196,T_cells
+7771,1.4010415625,0.13499908203125,0.6216092464710358,4.481789614488426,5.203582084804724,1.94114712345256,-0.1883310927645893,0.1540144036598884,0.3672499614335125,T_cells
+7772,1.176578125,0.085725478515625,-0.0520430689681989,4.788325213640177,5.2559206606994735,0.5727344697880513,0.1148253791808347,0.6201041450198498,0.3413676028484798,T_cells
+7773,0.735286328125,0.12860802734375,0.4893089731497584,5.4747120424285205,5.394200074237004,0.887506820973394,0.1166282157688128,0.1815045034626294,-1.0032208987513398,T_cells
+7774,1.13247890625,0.101348486328125,2.217740493960926,5.08181831863307,5.683636102034587,0.9999670077485024,0.2427458876245256,-0.1043742993399874,0.321782017270228,T_cells
+7775,0.742643515625,0.11834931640625,2.095407137713587,4.865797235245898,5.672047203959775,0.8781463799375939,0.0748376532414991,-0.2241138709710271,0.32781312053887,T_cells
+7776,1.1367778125,0.15709537109375,0.1676277234367585,4.775614117879443,5.515715922684825,0.9258472197280436,0.4636968859508719,0.0639705925103762,0.8726434305717967,T_cells
+7777,0.77595265625,0.180600078125,0.6321973480849922,0.5548168136808936,4.869970915322531,0.8544940261320623,3.679081623832308,0.2855411877059985,-0.7135928912747629,Other cells
+7778,1.023043984375,0.12646447265625,0.1299912005926433,4.2911494237821,5.656782024675346,0.4420209845143892,-0.1286348795008481,0.1828328328183294,-0.0711275921994345,T_cells
+7779,0.937272265625,0.0689694921875,0.811620647592731,5.0168505682201,5.047296502873972,0.3753137632083244,-0.415459110644034,0.7385871524359733,-0.5447923845584325,T_cells
+7780,0.897616328125,0.077412294921875,-0.2016910994474142,5.058508981956567,4.960115081352641,0.40811928472084,-0.2893178284579578,0.4143908921030477,-0.6359672132040838,T_cells
+7781,0.7647015625,0.16796619140625,-0.2221361244869042,4.828675210203001,5.285752748766339,0.1500508711453632,0.2332189356270655,-0.2533256211438569,-0.5203676283603309,T_cells
+7782,0.93793796875,0.090822734375,1.0482066630448943,5.2224629188375165,5.466703084599076,0.3265974344633873,0.1381469430242788,-0.4565896140907437,-0.3207074725228128,T_cells
+7783,0.91133,0.14891900390625,-0.4310098464591978,4.878845825774483,5.369713869990225,0.533555391511893,-0.3803171138844901,0.5432405497467921,1.0073042066322646,T_cells
+7784,0.827774140625,0.096723515625,5.073477949875064,1.630481872422225,4.952972283996266,0.7441616360972971,0.3053837170256462,5.585921443398064,0.777511094889081,B_cells
+7785,0.932038046875,0.081353154296875,1.2553543402592244,5.100813931257705,5.037601593357404,0.3491116996520156,0.3311020286424961,0.3286258837369558,-0.2779366236522089,T_cells
+7786,0.83888515625,0.157412236328125,0.8399773060667045,-0.0012830104080865,4.823280700030513,0.4942461316698247,3.473806258716716,0.1827436424584466,-1.1990039062287992,Other cells
+7787,0.82492515625,0.103669072265625,-0.9889538537075157,5.044115755215398,5.680805273000108,0.5662578181691809,-0.3389763369097646,-0.3228808910656311,0.3151578707176769,T_cells
+7788,0.728712578125,0.112463544921875,4.880085051648312,-0.5937345119805079,4.728365840021315,0.477185436283458,0.1365186109646234,5.958989260558233,-0.7723021733381399,B_cells
+7789,1.1296815625,0.13826423828125,1.328899834934571,4.562093038460376,5.288816021220318,1.3329745238671773,0.0616012604479731,0.3564009310411943,0.2776794440433716,T_cells
+7790,0.816523515625,0.0771842578125,4.970416341736603,-0.1816696321498643,4.874135189187307,0.8710685089152435,-0.0651281281434899,5.6228823563234585,0.8642315559246627,B_cells
+7791,1.224326171875,0.096701318359375,0.0449679103623588,4.683585619829136,5.10495162291231,0.6533871899975213,-0.0264109044353594,-0.2319515713845212,0.1103931003462048,T_cells
+7792,1.138691875,0.102875146484375,-0.689318306365881,5.29731741334036,5.474519313560945,1.1169299893773668,-0.076672248559934,-0.3111888739770321,-0.2490560289985229,T_cells
+7793,0.979111015625,0.131096044921875,1.4725264724347538,4.957786434252264,5.851711171292567,0.9240312359437128,-0.3676701188332578,0.5468495504152994,0.0129083090104335,T_cells
+7794,0.766333203125,0.198633125,0.8618680806678247,-0.2295481101151106,4.102517935317559,0.4909011067331832,4.058264274600112,0.087263336821194,-0.6027341946645304,Other cells
+7795,0.72558390625,0.0640984814453125,1.7225337145711608,4.962589594509058,4.722925015005961,0.2507722776013666,0.0227460555989386,-0.6133700625813244,0.5444899529296721,T_cells
+7796,1.041832890625,0.06880806640625,4.2920456011242925,0.7888685665196393,4.725231293267249,0.5899017022222388,-0.0927180118058536,5.766713225249208,-0.1410603566482238,B_cells
+7797,1.094049921875,0.097591259765625,1.1983548231834524,4.224070467904444,5.196421202518015,1.111147115576039,0.1753371258311656,0.110194806565192,0.5674009106854667,T_cells
+7798,0.844220703125,0.100151884765625,4.122364702444124,4.684834046916681,5.341265096572565,0.7881550161137284,-0.3718119618369295,0.0225147128750467,-0.7850638937362582,T_cells
+7799,0.68934203125,0.085531650390625,4.584972012495239,-1.722095511297407,4.997616272146666,0.5024085872477315,-0.2690608538464941,5.147018827445782,2.2261642677080147,B_cells
+7800,1.1795834375,0.107173662109375,1.6037202596333051,4.151423533486087,5.038871663520184,0.8374718318509751,0.2343057025233408,-0.662679648157914,0.6401873371825257,T_cells
+7801,0.97297859375,0.540927109375,2.463629796276299,1.32127903455657,3.922999046891328,4.779146049741303,0.1239017763618095,0.2874351393218967,2.549853832745209,Monocytes
+7802,0.955625625,0.107606923828125,1.2063772950210037,4.98654369080908,5.3011324723498605,0.9439234379211716,0.3536938627016317,0.4432329661017314,-0.5248040206859188,T_cells
+7803,1.12353203125,0.1663573046875,-0.030208622340893,4.495749782609148,4.530556839891023,0.2912728012406503,1.7426659650639154,-0.3651057755975904,0.4656609390837989,Other cells
+7804,0.999211015625,0.077054033203125,-0.0330395166870011,4.940952630610074,5.083901913114175,0.5647711984448971,0.1990828473606012,0.3636057618790159,-0.5968244038700883,T_cells
+7805,1.054354140625,0.09556892578125,1.3435395916350348,4.431766572461935,5.3321163765283695,0.4212761766734388,0.3170465261945749,-0.2380149213041089,-0.9966521796163,T_cells
+7806,0.7530784375,0.10744009765625,-0.9668790040963178,5.259515261532535,5.169331330173463,0.8287951429076035,0.1696707327905258,-0.3554867347119064,1.3656596377080246,T_cells
+7807,0.804662265625,0.1666267578125,0.6636494356034373,0.1261301257258131,4.2264340746201885,0.5928663513073515,2.966603785952453,0.572077434659163,-0.3400427201222769,Other cells
+7808,1.198566640625,0.47510109375,5.995479835548228,2.052587666770452,5.411326752671631,5.412584884268636,0.3576125610284547,0.7787533377711205,5.058785012652989,Monocytes
+7809,0.905143671875,0.111893447265625,4.665346988994387,4.227676739227506,5.487566384404532,0.8678266637110226,0.6262417052768782,-1.560634236945906,0.1023949660564013,T_cells
+7810,0.78613859375,0.13641712890625,1.1138906109239564,5.013379918324517,5.226670391757691,0.9724603160062796,0.2261360385725515,0.2422136049810452,-0.8569542491933013,T_cells
+7811,0.699492109375,0.121673876953125,5.003265828524607,-0.0793614577437044,4.51813171967815,0.6541665982708744,0.3397967778267213,5.344338620885591,1.970922938257575,B_cells
+7812,0.74374515625,0.122937080078125,-0.0529945734054163,4.948874338676252,5.667419112524512,-0.5091281421484611,-0.3730983474862808,0.7186461542753915,-0.4044095878664338,T_cells
+7813,0.95759390625,0.1238768359375,0.3842532967465128,4.858078871682554,4.785338953060492,1.1537407876020622,-0.6018725363735096,0.5934548665602979,-0.5590156166198199,T_cells
+7814,1.541596875,0.3452939453125,0.9176279521890496,5.393502279462028,6.070137697729474,1.229749333702672,0.4322445133887706,0.4657152864494022,-1.5214402360363817,T_cells
+7815,0.80156609375,0.0795144482421875,-0.7126571619406351,5.117552354858495,5.470030754144716,1.1096185555907618,-0.2181642068959542,0.3326057538767179,-1.3624511801832444,T_cells
+7816,1.17977140625,0.1474199609375,0.8347165648064934,4.386693670330756,5.343498146435573,0.8064429832664635,-0.0760171545560286,-0.3345297266763612,0.0939647896918467,T_cells
+7817,2.37992578125,0.26964583984375,5.778618774041222,2.768009452438021,5.9584124045629085,1.401321820613908,1.1736867174009185,6.91514219785628,0.0644395823291672,B_cells
+7818,1.47799921875,0.5826956640625,2.2993317151446235,1.3652496523266784,3.696954619771684,4.936299192825379,1.991454721482608,0.1246371512814152,3.2060123968560017,Monocytes
+7819,0.850471796875,0.1140021875,-0.4347682566044338,4.2614611833424565,5.33681647956263,0.5558439711184957,0.0491390286312548,1.9911772105820955,0.6382505775208782,T_cells
+7820,0.987358671875,0.097696279296875,0.6224868365570221,5.2113978991675785,5.688801618789375,0.7141986282581027,0.2938772880040044,0.4969857564378411,0.4500104199648075,T_cells
+7821,1.058798359375,0.11504697265625,0.9712128002718248,5.047480578441536,5.591879577332971,0.5566012839306383,-0.1776821259759512,0.2717176858609055,1.399584999102358,T_cells
+7822,0.84363296875,0.14981255859375,0.5965761188456891,4.783752006003722,5.410660561522399,0.5788144939319737,-0.1094878762661326,0.5896285869514942,-0.1693869914804367,T_cells
+7823,0.96445421875,0.143371689453125,0.7568863907374379,0.7111228839878359,4.196069358253904,0.0166989870813941,3.9485121595985975,0.3287295432928107,1.2762625079318468,Other cells
+7824,0.723427890625,0.097257001953125,-0.6375642492403083,5.4245648251298375,5.346085533470973,0.3421725395075218,-0.1396501579076744,0.0878035481558065,0.5868623112162491,T_cells
+7825,0.820244921875,0.090195029296875,1.2372444715135584,4.644540412919677,4.984629004268946,0.4280110585866711,0.4262781852251295,-0.0979441670399509,-1.0184888486423538,T_cells
+7826,0.945201640625,0.08959251953125,0.0801420226798658,5.229591116018523,5.30400125596813,1.1015636791601324,-0.102447842272751,0.5972918739315702,-1.0804926795137546,T_cells
+7827,0.73586234375,0.10990111328125,4.862709751726238,1.271668350445452,5.177735271817214,0.249642598702693,0.0535732869981571,5.882094488629386,-1.959495714561582,B_cells
+7828,0.91685125,0.15218955078125,0.9107845569792952,5.509091012900564,4.526479845554425,0.2158142895738359,0.065690311257234,-0.3984147701044621,1.2174729903117196,T_cells
+7829,0.770975078125,0.165153515625,-0.0486676896172704,4.849635727162799,5.588715440157436,0.4220036734193401,0.4402039713458063,-0.008036701161574,0.06745877681452,T_cells
+7830,0.83823671875,0.080250166015625,-0.9611508275262975,4.510979433369513,4.775119223002209,0.5325968522915036,-0.6570839642115032,0.4751484018174636,-0.7234149683206843,T_cells
+7831,0.978066875,0.17918265625,3.9314633495374056,0.6861801213683769,5.354683685596169,1.7139273426717332,0.7247354447141595,-0.6511505435615615,4.417120335095765,Monocytes
+7832,0.819885234375,0.10272630859375,0.3838520669867217,5.022507512303971,5.033337714915333,0.8771546541880348,1.267942659214788,0.0016672640124932,0.0164734354723135,T_cells
+7833,0.91311421875,0.137091640625,0.4031234668603408,-0.5603302604643323,4.838233661746924,0.3476627074968826,3.937793533539927,-1.497517046615065,-0.8908728849108932,Other cells
+7834,0.897649140625,0.09226296875,5.075957403868745,1.9783525595222071,4.956466268118645,0.17614185059326,-0.2580190405705473,5.722096076975047,-1.5758514463764968,B_cells
+7835,0.815266640625,0.0810458984375,4.88619706344634,-1.472318916279145,4.472203613496818,0.1236787891581115,-0.4164516499524087,5.650413492600811,-1.3735094514159487,B_cells
+7836,0.891533203125,0.1209735546875,2.7813077823101704,1.7155857508255925,5.162335437008868,0.0821720431138177,0.1703215327556856,5.815457725661832,0.2604954522354351,B_cells
+7837,1.110123359375,0.14960671875,-0.1289031717521765,0.172332790335339,4.1828847166418015,-0.1847339988697968,4.440043455999063,-0.2221604494449032,1.232799951202095,Other cells
+7838,0.91744203125,0.163663466796875,-0.5544031643130584,5.134389317555609,5.440176892633782,-0.0415380922976235,-0.010164695649396,-0.3095131897158915,-1.5876920296597286,T_cells
+7839,0.994576171875,0.092224560546875,2.1505472161953763,4.573308491383838,5.488268807225094,0.8657988605789338,-0.2101958904094179,0.7921178015533985,-0.3596550713059616,T_cells
+7840,1.093422578125,0.113996201171875,1.3132615173150723,4.857041858929492,5.420689161923107,1.6602728033433698,-0.3351453912203956,1.070248747340022,-0.5265946059457571,T_cells
+7841,1.238158515625,0.4695514453125,3.2130180176262755,1.462995440091496,5.055389763651139,5.003992271917155,0.2953936524847826,0.7934822520208287,3.7744506622126206,Monocytes
+7842,0.80493609375,0.099444365234375,0.8254569692243141,5.017269404101353,5.621093004993619,-0.1808100316868787,-0.4932487151424237,0.8010480712843913,-0.5685555915012898,T_cells
+7843,1.08400796875,0.4365770703125,2.829741907068457,2.214640666704205,4.971950137902367,5.250589329793733,-0.6700158797534385,-0.3068173243204764,3.726915405565843,Monocytes
+7844,1.59246203125,0.4864911328125,3.5032719638464966,-0.9874046401244972,5.100797431086297,5.448037617135114,0.643232748093064,1.1539340531826927,3.244295443382707,Monocytes
+7845,0.724569375,0.15720099609375,1.4135510198185752,4.584943166327933,5.571432959509791,0.924476677806264,-0.6480216275395232,-0.115842856634986,-0.3884881987550876,T_cells
+7846,0.73366171875,0.08653021484375,0.1658540550442764,5.168405458979393,5.226393740253223,0.7318771387056151,0.1059090713701575,-0.0839375911170387,0.141696486043288,T_cells
+7847,0.2732594921875,0.13189177734375,0.05305879109085,4.656571683960101,5.684610030129063,1.4876717610283838,0.6288134300607559,0.2054012854040591,1.5946498739187087,T_cells
+7848,0.76859171875,0.091037568359375,4.533198763839732,1.820808961041451,5.0860914751606,0.0761615984047366,0.1457679516473127,5.5870766168405055,-1.3915761021042508,B_cells
+7849,1.0165375,0.120042197265625,2.731116855851708,5.236157290973627,5.347670214958016,0.7855658506133781,-0.1762297721419317,-0.3997399173795899,-0.3634006923594143,T_cells
+7850,0.78866921875,0.104201357421875,0.7095756662788338,5.071395279321507,5.306898087884794,0.7192290522313028,0.1315980194406098,0.231481024256609,-1.0335329714471926,T_cells
+7851,0.758435703125,0.090355849609375,2.7494771159122715,4.982004275041863,5.481316057368507,0.8758020331160857,-0.1809607196940903,-0.2579217193199171,-0.2731556339604615,T_cells
+7852,0.74325875,0.0767875927734375,5.024399940098345,-1.2887697336187638,5.057908133479729,0.6578196091155505,-0.6043924865777835,5.68042871956744,1.8127536517329752,B_cells
+7853,1.5563303125,0.122916083984375,3.903779427350568,4.643844517865196,5.454950520570832,0.6071676071344696,-0.0917119898099934,-0.1771962387172975,-0.3759198650117809,T_cells
+7854,1.170288203125,0.13755431640625,1.623058872230816,4.335202835537382,5.127758858009592,0.5887636298433059,-0.3579700966753052,0.4394119774253483,-0.3388391868394844,T_cells
+7855,0.95408015625,0.096938349609375,0.6979149778896948,4.99031348430856,5.586715583632976,1.1757415096158736,0.2581223631316963,-0.0534914458543183,-0.8340388537001482,T_cells
+7856,0.86664828125,0.11269818359375,3.144194500709233,5.473078321401553,5.564557745151998,0.0569415433772515,-0.1919877870324075,-1.0392811918047975,-0.2108315130003056,T_cells
+7857,0.981335078125,0.132316650390625,0.1632728130513834,4.23838019472275,5.099689974118997,0.3703495362938096,0.2998655581670889,0.4410928538992713,-0.4793519276846212,T_cells
+7858,1.1377640625,0.117797822265625,-0.3670721250686267,5.374613547601958,5.452756126444708,0.0772931624478171,0.2096751541164467,0.1129337624339021,-1.0345102760092604,T_cells
+7859,0.9595415625,0.1027383203125,5.573322034934815,-1.3450061164015423,5.059433529357681,0.6776076291768294,-0.5839000490063148,5.436352044048395,1.963268505562224,B_cells
+7860,0.88543609375,0.0939396484375,2.0684194218095096,4.287120733617317,5.564891236390412,0.8671571606260001,0.0440281165144178,-0.217041223759731,-0.9815795768603288,T_cells
+7861,0.8369715625,0.114537490234375,6.291007703313649,0.7152703567773202,5.071447203777866,0.1736522371696425,-0.9108275593633306,6.067987348673297,-0.6503914174124974,B_cells
+7862,1.15171921875,0.108615693359375,4.727776065801284,0.901283197684323,5.266719163353902,0.5850734233689514,0.0702848080221205,5.456113815115174,-0.4253770082951998,B_cells
+7863,0.85808828125,0.14585609375,-0.4964041052670045,5.036581944100282,5.339156496429391,0.7000349427537131,-0.11486238097351,-0.0729764876467859,-0.4606514762167482,T_cells
+7864,1.56624,0.160118671875,5.443260952198959,1.3942244603722145,5.523864494182078,1.3516526863746103,0.3650818419284342,6.276787711465641,-2.2240853193222088,B_cells
+7865,0.993785859375,0.1128866015625,-1.0643885930581205,4.763923688401847,4.985454052997437,0.4541332564258158,-0.0298479002876505,0.0236054542536567,-0.7174845889245397,T_cells
+7866,0.74688,0.17292841796875,-0.8853824069594258,4.472594648707718,5.2661551106741324,0.5915135557235681,2.987205945796989,1.1230312761551131,0.9906620698148656,Other cells
+7867,0.97081578125,0.141292939453125,-0.2283656072801664,3.9679207514643,5.271916504332757,-0.0895911270313714,-0.801586321669059,-0.1933752597603652,0.1194935319807463,T_cells
+7868,1.83709828125,0.27052435546875,1.2706561539326218,6.889402224450087,6.35827542036415,0.8557063420408784,-0.430030941560484,-0.1245200134285714,0.7872799362498195,T_cells
+7869,1.0124446875,0.132201435546875,0.7827898614254307,4.530539487323532,5.386401401200318,1.2296855606389108,-0.1405979490954393,0.0937844116957006,0.1138591009304244,T_cells
+7870,1.092921640625,0.135236728515625,0.7686600028651622,4.602181100535799,5.5448570407129845,0.2912639244100449,-0.2384248061039603,0.1247495389554349,1.0179870667780782,T_cells
+7871,0.874216484375,0.163186982421875,-0.8349297891076315,4.937747978086734,5.477000790195098,0.6422941398529387,0.4262506816003754,0.7128539442388891,-0.6334959854645731,T_cells
+7872,0.93993625,0.144415869140625,1.5171749218624373,4.879207780380637,5.512781352808423,0.6817353993497864,0.4038786000300275,-0.2389908735360414,0.0140127305652624,T_cells
+7873,1.303998671875,0.1604325390625,1.2592266582235117,5.0451774890934,5.434221365179647,0.614408330653273,-0.1311683715023436,0.6048395050811444,-0.6955074828596702,T_cells
+7874,1.069714375,0.67598171875,3.750433321450066,1.694618772560127,4.943455352090167,5.452879252901206,-0.3601741384007529,0.1293899748236974,4.420375184014064,Monocytes
+7875,0.798113359375,0.102878740234375,4.060922853232192,1.0599594583170944,4.592941373272563,0.5336106090735155,0.3421979462023679,5.775050825930687,0.806945684293148,B_cells
+7876,0.880693515625,0.13075158203125,0.8444392241133267,4.811448448418061,5.562946041325179,1.0762069088535198,-0.1426321215815381,0.4159794099675057,0.2141015268764062,T_cells
+7877,0.843788203125,0.1797221484375,0.9133913244362124,4.477445872145209,5.711689369454861,0.7182717164083879,0.3220989348033316,0.2490886520156786,-0.7940815073969527,T_cells
+7878,0.94206125,0.15779568359375,0.6562810725066518,4.656470604859435,5.469188772976887,0.4326808655476304,-0.0047450248729234,0.1642204985949587,1.4294005100443388,T_cells
+7879,0.703463046875,0.126937353515625,2.724911927073743,6.371524811712101,5.59709481894361,1.4199681944219067,0.1858826179645493,-0.1649967300313456,1.3665702498615813,T_cells
+7880,0.936148359375,0.1629403515625,1.3495461612819932,4.606114412547744,5.6717876320772165,0.8006559255175287,0.0668845679457965,-0.1314722770863634,0.0127490318628647,T_cells
+7881,1.3317484375,0.40607328125,3.696090116122597,-0.1187488387101711,4.430632613449581,5.09979990503957,0.9568855596128518,0.306987233490776,2.842652413559209,Monocytes
+7882,0.69465890625,0.082555751953125,-0.4976908211683152,4.944246068824482,5.12163349886044,0.836288823827138,-0.156016778717466,-0.0848397787532645,-0.329501488793762,T_cells
+7883,1.32291453125,0.094596162109375,0.2078944767732078,4.828028298262129,5.6410053428639015,1.5526157112946766,0.550411003108776,-0.0125821702427974,-0.6663635442394618,T_cells
+7884,0.5965587109375,0.19030369140625,-0.8758058466256067,1.0987781229494038,4.115257887633036,0.6019293162369136,3.4333317097285767,0.8416011514335957,0.975441041607524,Other cells
+7885,0.85939984375,0.1226946484375,-1.594885872833874,4.316020190161458,5.35788239889784,0.4156811432377947,-0.3023235887917948,0.4556300585842635,0.7023310623057738,T_cells
+7886,1.225751875,0.110111748046875,1.8880146981197163,5.168053927727234,5.501546095617526,0.9265784548638056,-0.266917299310911,-0.4016865301314145,0.1386731017368423,T_cells
+7887,0.759250234375,0.158925068359375,1.217107779036404,-0.9532754383710972,4.796264344734646,0.5573211571572982,3.630766426029783,0.6021049922915336,0.867729920246687,Other cells
+7888,0.9994415625,0.11445046875,-0.1137795094273041,4.816546530211673,5.3994398077936925,0.6470338357410562,-0.4077885166448911,0.1750349623974329,-0.0983670611866323,T_cells
+7889,0.839394375,0.128468798828125,0.8235249553494766,4.70059623831999,5.729880838692025,0.3656279244858359,-0.1893942944786296,0.0830384870402715,0.5694034864321191,T_cells
+7890,0.83251015625,0.083549521484375,1.4113893174361027,5.308365064480033,5.4082604759901205,1.228338145001484,0.3126806862999939,-0.1432156541634228,0.2477955301910729,T_cells
+7891,0.9170190625,0.19444029296875,0.5758756199898568,4.785490095072604,5.268675709687614,0.6480490728370215,-0.2137771977615385,0.466245168378673,0.5720911744016918,T_cells
+7892,0.588120625,0.2346831640625,3.910278863718701,1.156698592510677,5.55731537894611,1.0246839923144664,0.0623758668606186,5.89770479485931,4.460819028414822,B_cells
+7893,0.741972890625,0.084905146484375,4.81441691693504,0.7319643498336915,5.243420002777558,0.0714585103416435,-0.256724002836695,5.602738319923452,-1.8145556231300848,B_cells
+7894,0.768647734375,0.12791912109375,-0.7019077046812198,5.113846762019747,5.411179891447212,1.3829065208089864,-0.1761147030038715,0.6064057544009098,1.0947900687779677,T_cells
+7895,0.810030078125,0.10969947265625,5.015310295571492,0.7282330979541749,4.948456890827039,-0.0160159029635574,0.1242160646650576,5.710495952986735,-1.9028906581611391,B_cells
+7896,1.174622578125,0.1131806640625,0.3673635532012567,5.270108416988951,5.077908226560702,0.6234271891862773,0.412773928350477,0.74525073969136,-1.1828657974191812,T_cells
+7897,0.997672734375,0.117176728515625,1.9810617067534408,4.993189814410395,5.578760893559779,1.1277120183639917,-0.782206185807528,0.6530118139039647,-1.4750936100828462,T_cells
+7898,1.08568421875,0.11266396484375,5.332311143222392,1.4180941769968722,4.87171079344269,0.3645821370240961,-0.4660449625941498,5.831962150278851,-0.1513939880714053,B_cells
+7899,1.063535078125,0.099049501953125,-0.6486574593966653,4.761381242303199,5.433597004067329,1.359936378390764,-0.2611535186979683,0.9335797131344372,0.2115651147302402,T_cells
+7900,0.8757303125,0.12733701171875,0.4023715220789382,5.314014490625054,5.466734427503686,0.5025261608857587,-0.1505828718899381,0.0214946086602574,-0.2995465157554129,T_cells
+7901,1.34504921875,0.48791546875,2.500816186692701,0.3755296462417516,4.373987276178823,4.7920761032958845,0.8018032377924911,0.6718804811308863,2.252123951844424,Monocytes
+7902,0.767998671875,0.16805619140625,-0.5931368457918265,4.49259952014363,5.412327673629821,0.3269847511726536,1.8481177646183995,-0.4142903636992545,-1.0291882646741353,T_cells
+7903,1.02150453125,0.11532421875,0.342292804999978,4.298215366253826,5.194790946943417,0.4131731035913141,0.1997183510149976,-0.1292253687092041,-1.021825841407261,T_cells
+7904,0.85414046875,0.10190658203125,-0.0243134815931003,4.498797659153263,5.30936947502704,0.7616139185453722,0.1872502955667002,0.2438946180073979,-0.1652875631741895,T_cells
+7905,0.983476328125,0.15050267578125,0.6316655226868986,4.5670452222680735,5.1665679752514,0.6052761086005177,0.0720010208286689,-0.5094349847803674,0.4463377856732913,T_cells
+7906,0.642042578125,0.1687325,0.9996149041182516,-0.4656703930952846,4.208348450027748,0.8816174887312358,4.3813135816044975,0.4810916762128358,-0.4916328479537075,Other cells
+7907,1.087688984375,0.1195861328125,4.017642981240753,-0.8153484203420523,5.452444485441068,0.9139047048238788,0.0866602849045806,4.910074788099573,1.0119764392572803,B_cells
+7908,1.091056484375,0.3131016796875,2.7151742005749533,0.9990579055935618,4.631985201464424,4.149743245800986,0.3647088631325491,-0.2309148536835976,4.26786886836633,Monocytes
+7909,0.870764140625,0.110895478515625,4.742647456091364,-1.3618834895523029,5.423208424909933,0.6816628367929751,-0.2238019546213121,5.37418470978912,0.1355240175994929,B_cells
+7910,1.05786609375,0.119752958984375,1.0862359839947993,4.669168968483008,5.184292322655913,0.5111493623798655,-0.342602125997219,-0.3092223236859233,0.4266522899804409,T_cells
+7911,0.5812001953125,0.150862734375,4.983692949086851,-1.898275913411992,4.705370800598872,0.6984527267654181,0.4027527628967755,5.159777724682908,5.026558740352064,B_cells
+7912,0.78440609375,0.084634501953125,5.231974974060903,1.1921177129151517,4.69661172240686,0.47637104656086,0.7347890335390163,5.641149351606377,1.7528561202036248,B_cells
+7913,0.847568203125,0.0752915478515625,4.818129370314715,1.585237092151592,4.54376946973125,0.3301865279720336,-0.0064508859610738,5.43746686320674,0.7693574771999799,B_cells
+7914,0.6534461328125,0.131061240234375,-1.088242249014396,5.174593609114736,5.407953310147092,1.8066269974943832,-0.0505367137539532,0.1880088760115499,-0.3300379722985235,T_cells
+7915,1.08786296875,0.13437798828125,3.013876240761236,0.6633484305109927,5.29972448183504,1.1361239906574467,0.7177378219908235,5.330296090853007,0.8542459225628287,B_cells
+7916,0.759214375,0.087084716796875,4.803627302368859,1.0219396436018664,4.527827359356728,0.6684241852813826,-0.1194208745706995,5.76283645449376,-0.9567348006028242,B_cells
+7917,0.7120090625,0.117222333984375,3.893752168235305,0.6724391231575644,5.08247769021633,0.3589703818802954,0.8209640022866952,5.747959506486831,2.082051861694226,B_cells
+7918,0.8237453125,0.1771501171875,0.416514025582831,-0.2229768393232709,4.461510133174859,-0.02087428444916,3.018992275456985,-0.7697454874552876,-0.4627842137254686,Other cells
+7919,0.88067765625,0.1665439453125,-0.5322683691584686,4.462456071684492,5.591190406664493,1.2144793147632558,0.0471069619482363,0.5620162221987188,-0.2682140612049187,T_cells
+7920,0.803573046875,0.084458076171875,0.3220368592993107,4.664297232801596,5.392933835113029,0.1328549186182104,0.0154920624373972,0.3191300141355832,0.408166687418275,T_cells
+7921,0.5041391015625,0.1699783203125,1.1908375219551162,0.3487981033141321,4.617379782841747,1.1826483301794468,2.9417227352526227,-0.1236834550204695,0.3117785279214214,Other cells
+7922,1.005095,0.16690279296875,0.0413081325033183,4.58501061127031,5.502105593462634,1.6995769072463511,0.4026960062795522,0.0968243951209173,0.9200343641814794,T_cells
+7923,0.786214296875,0.157661865234375,1.2151763824036286,3.9647645254026793,4.971750607807701,0.1084132806239013,3.446407419110568,-0.6291741208970504,-0.661907891056548,Other cells
+7924,0.831631015625,0.0793308203125,3.873894193000895,1.5759575945153252,4.7566331711097005,0.3039580720678728,-0.2920557392774607,5.888456931795829,0.2283464184400958,B_cells
+7925,0.90033171875,0.137862763671875,0.2890663895813694,-0.0234409601461654,4.53372456908698,0.5782085671817477,2.828978201472418,0.1316721960272465,0.6518481936858833,Other cells
+7926,0.77530671875,0.156221025390625,0.9833675266347436,5.148760624487277,5.696605291000746,1.620142159364263,0.2522011245834807,-0.1415604210685364,-0.805917405609094,T_cells
+7927,1.14176671875,0.20118578125,3.978421296613982,0.553617912525947,5.28961774874043,3.345177194336136,0.9961057696000696,-0.8114644702702083,4.887709248449577,Monocytes
+7928,0.96660328125,0.1733448828125,-0.8073399838830024,4.2791565103615286,5.345152285460193,0.5176042791504883,2.9487273440063286,0.2546799969046903,1.353691587880872,Other cells
+7929,0.884976328125,0.105721416015625,5.336929554238329,2.16021782244434,4.792760436927376,0.2555781422303857,-0.6619587692111802,5.659841418229477,0.8447519187620154,B_cells
+7930,0.935307578125,0.121471044921875,0.6357222059589864,4.710444860679051,5.684125528798694,0.7792199909268668,-0.4662909713005584,0.4019339317992196,-0.4520087012908058,T_cells
+7931,0.87159515625,0.14747876953125,1.209339496446065,4.049819407358622,5.252778151662645,0.0883685153929403,1.954660785624605,0.676000954467158,-0.7826701537838173,T_cells
+7932,0.730216640625,0.148783388671875,0.0982865934571456,5.223529405391441,5.366614730379406,1.8892794148882657,0.0762117951372158,0.4408274829468136,1.6288158800758386,T_cells
+7933,1.0657715625,0.124885595703125,-0.4943736804489399,4.604553699756186,5.411572377762176,0.5185178526076074,-0.5748848636007338,0.610760607749441,0.8201412244743631,T_cells
+7934,0.8293775,0.1599068359375,1.7438568865231645,4.787879934097549,5.458287948470249,0.6570349489636246,0.2756902291286652,-0.1809549422167837,0.4671125738676653,T_cells
+7935,1.01540359375,0.12143802734375,-0.8793503557851668,4.934202167434605,5.302912632801116,0.3904903747313713,0.857130697517682,-0.030923024960212,-1.2617093329927855,T_cells
+7936,1.39767265625,0.537819609375,2.273014411136593,-0.2802252313829249,3.8761146384828433,5.121211535684272,1.583034922830165,0.7201870591407212,3.387874058130948,Monocytes
+7937,0.73509015625,0.074777255859375,0.5848876856185943,4.440150499321226,4.825480472513164,1.0854135043220596,0.2863200763840833,0.9352790512827422,0.2143931681140893,T_cells
+7938,0.757423671875,0.142740380859375,1.6942432513187975,5.186579230031192,5.253179775283984,0.44931294758407,-0.3355542341073138,-0.1507273301968691,1.3558389122779706,T_cells
+7939,0.872635078125,0.1094732421875,4.956708380799904,-1.108752342442826,4.748091955367116,0.2469995391534523,-0.6098668599540543,5.63343792595887,-1.6326737731017409,B_cells
+7940,0.750156171875,0.092167548828125,3.5617608299435943,1.536398455420453,4.55514523241118,0.8367560824309404,-0.075583379058761,5.856494189385256,-1.4450481749345752,B_cells
+7941,1.112983046875,0.34418421875,3.836233064322542,1.9953342664643927,5.030895845646897,4.49811823046315,-0.3554499810710391,0.7014345894367668,4.367928148796047,Monocytes
+7942,0.994830546875,0.118483134765625,0.4680292925078497,5.035847545978647,5.604624929747402,0.9532806349137646,-0.1897138769708193,0.4845128979470643,0.0505626524980743,T_cells
+7943,0.777203515625,0.13459642578125,2.015832739791767,4.593781763008589,5.398262836918017,0.7582654669976951,-0.0043539712182713,0.1346181186831242,-0.749834620939295,T_cells
+7944,1.026709921875,0.122023134765625,-1.098668171389375,4.409883046919916,5.2911529048237815,0.360242873655874,0.1082378176551259,0.150136655150528,-0.476762301871373,T_cells
+7945,0.845954296875,0.1684324609375,1.79217191476392,4.822916640146556,5.251137573901158,0.2571911349945684,0.0267015342203194,0.3199160065386585,1.2030879202857805,T_cells
+7946,0.808363203125,0.1795355078125,0.343184196483974,-0.763247129363574,4.578540407250179,0.604868319284206,4.007971548705649,-0.6283299835957211,0.6060926413074048,Other cells
+7947,0.860877421875,0.15229578125,1.562692578479286,5.008334774761493,5.396442561193297,0.9279743261350508,-0.0406481003139486,-0.0531130559614176,-1.00505669023427,T_cells
+7948,1.176099921875,0.097582255859375,0.950245903551774,4.4618631011666325,5.500181179360511,0.8822945516397294,-0.202904536583856,1.092410690755825,-1.5541352645201154,T_cells
+7949,1.017970234375,0.156950751953125,-0.1988950037986082,4.641841530383524,5.916253787360889,0.4765049259976452,-0.6096990863615073,0.3832926802739788,-0.2384900573863068,T_cells
+7950,1.043213046875,0.600995625,4.984273609724583,1.8581630750638711,4.914883982789579,5.398030061129622,0.1784411497704319,-0.9673357405309312,3.720122045027959,Monocytes
+7951,1.1959928125,0.3474088671875,3.5018062362547817,0.6791444563303983,4.990756225655228,3.2122174247440025,-0.0338161666321293,0.3544427464232735,4.3103855985802575,Monocytes
+7952,1.04999046875,0.085970322265625,0.2992427320555522,4.60306303500253,5.132086683827866,0.0871795290782363,-0.1243474533500981,-0.6580648030302886,-0.3620696184658141,T_cells
+7953,0.8860521875,0.075303544921875,5.133118174434754,1.4143627639699858,4.85086946503142,0.4807764963661658,-0.3221790098883269,5.64339662650297,-0.7624993845182199,B_cells
+7954,1.133838203125,0.12516765625,1.4873305070140954,4.441167726759499,5.156005038531066,0.8962959301508603,-0.2232848911218002,0.4824825135454721,0.5226215083368593,T_cells
+7955,0.7868853125,0.159037294921875,0.8384370906865216,0.5884958580824056,4.826415373023416,0.6275419307306006,3.9142999787931294,-0.9326817758188668,-0.2512175223396234,Other cells
+7956,0.7670703125,0.126201025390625,1.274120082487071,5.11609541844397,5.205564344437308,0.6856332124838252,-0.1007729631206926,0.2374827272946657,0.9852321931407428,T_cells
+7957,0.853773984375,0.102994560546875,4.251981310875562,1.0586520456451038,4.481552618383876,0.6383535984971194,-0.2034415217234761,5.529747355819537,0.8741018616940657,B_cells
+7958,0.857726953125,0.1152366015625,4.268151612024739,2.587804774038729,4.608585598497505,0.3870233296116218,0.6881253989194542,6.33757283615086,0.99304729965977,B_cells
+7959,1.056096953125,0.1509953515625,1.3276105103999507,4.238596906681572,4.921281424675366,1.017703451462134,2.8062776155866227,-0.850768323922344,0.7390101909676277,Other cells
+7960,0.7364040625,0.194878515625,0.7984682362532657,-0.8259910691275789,4.83151708322286,0.3357606992338576,4.2099798965893225,-0.8892390081446513,-0.5899253852024088,Other cells
+7961,0.6435783984375,0.0976602734375,5.255936329191359,0.1164279341009289,4.8827535647444105,0.2286059487833691,0.570931251135033,5.784450628866257,0.3495511528766668,B_cells
+7962,0.582416875,0.144141005859375,0.1337012178606906,-0.1111218531245792,5.044790376171743,0.3279458277150475,3.272959800225235,0.1182210753600043,0.4962670322074514,Other cells
+7963,0.5679998828125,0.224032890625,1.0632337945473882,4.670160967418986,5.321126853902609,0.5640397732728484,-0.0531329532834644,-0.2754899819912563,-1.3751541057417502,T_cells
+7964,2.00443234375,0.217078359375,1.838728178987227,6.846151799124697,5.922420389091436,1.6140804439107606,0.1029514359263525,-0.2590329548769357,2.188419697185841,T_cells
+7965,1.077570078125,0.15449994140625,1.7450521977297515,4.578186750562264,5.033661271807439,0.5144893447746198,2.0338588902372003,0.8702661462100545,-0.5640808531290481,T_cells
+7966,0.6828740625,0.140069931640625,0.4443514412823692,0.4752280605429739,4.262419844526048,0.1386865726918671,3.117882439736281,-0.1763458268613065,-0.2116466162722556,Other cells
+7967,0.93165046875,0.4774630859375,5.456024497488385,1.5909925626997377,5.243673529063836,5.581546863824893,0.0861305143449902,1.0850232642288635,3.8568131176706326,Monocytes
+7968,0.81745921875,0.1289680859375,-0.0767878116727255,0.1819010238110481,4.618571167821703,0.2941490327579145,2.9284643323646544,-0.2962811739111329,0.4873748960936751,Other cells
+7969,0.65582578125,0.126280234375,5.217333554701707,2.017364712031605,4.764598602356924,0.3485287679650803,-0.5278840708116072,5.1059981233902665,-1.0827596063617828,B_cells
+7970,1.0882746875,0.102387255859375,2.7688273886983,4.409632039193943,5.231223248704977,0.4035241327884778,0.2302245407870085,-0.2820732756513947,-1.0936676455476766,T_cells
+7971,1.51495640625,0.4510538671875,5.185090281555464,-2.24546174214414,5.003332351359416,5.529460700630977,0.4999713020639083,-1.1557441547108631,4.064401957201005,Monocytes
+7972,1.11750234375,0.134490810546875,1.0161299801378705,4.768906143099081,5.239081102077127,1.0477069709437283,-0.12583893120471,-0.5516595668500297,0.7530949501017428,T_cells
+7973,1.0511178125,0.10395111328125,2.7814819837350178,4.896016466065946,5.565454279397241,0.1539284958040994,0.1308911710979308,-0.1151671340415128,-0.3673968074696123,T_cells
+7974,0.809907890625,0.117397568359375,4.405540463463146,1.9638357961293245,5.054914770591612,-0.3528562088032845,0.392261381768416,5.402697473853084,-0.6547977605594313,B_cells
+7975,0.957516796875,0.109899912109375,-1.200382461551175,4.377152222848682,5.278335169729619,0.6833679207280586,-0.2445098847043832,0.1676011800042919,0.3891013697837947,T_cells
+7976,0.869599921875,0.14155998046875,-0.9635713735032504,4.655562188120908,5.105922457450381,0.3347276360155364,0.2387930544163341,-0.1795202294539997,0.3681754239089829,T_cells
+7977,1.11465453125,0.15460015625,0.3778485157598178,4.579426906665188,5.37187459177791,0.3472936539524999,-0.1220455225323305,1.1698371796720837,0.8270758138772119,T_cells
+7978,0.810603828125,0.103538251953125,-0.65601530639682,4.658412098379232,5.000702553153215,0.4365088117918954,0.1879738012934847,0.373967415813459,-0.8576247524459735,T_cells
+7979,1.044852890625,0.1315023046875,2.004351905447387,3.9184235623926194,5.354755353658472,0.5430539915580912,0.2496219538358315,-0.2188612287963644,0.9808343381820251,T_cells
+7980,0.89390125,0.154219091796875,0.5083503493537345,0.2123212306185604,4.767572103697378,0.5895356767303439,3.047515186290476,0.2423779302539881,0.0259979126323039,Other cells
+7981,0.727426875,0.1626426953125,-0.1866874729646704,1.0229531540897916,4.457964692479907,0.3699856846402006,4.0716010208752405,-1.0749734929604116,0.4837859475713914,Other cells
+7982,0.989960078125,0.077549716796875,4.446353028463434,-0.1318627688685376,4.206863178108469,0.6244412245276372,-0.1260441394260043,5.804191828783607,2.139101518424021,B_cells
+7983,1.178701484375,0.107593720703125,1.5879655989479062,4.291636026876291,5.302222489383417,0.4406331013730158,-0.0091694800313348,0.8854501136774628,0.235387168047307,T_cells
+7984,1.083861015625,0.120042802734375,-0.0990440255803336,4.227069922594076,5.018092269796921,0.4210511793984742,-0.3177255904775679,-0.2813249935825445,-0.5826106418201559,T_cells
+7985,0.796198203125,0.1205876953125,0.4155003689183472,4.850451079059424,5.774850917560441,0.6852879108418529,-0.0173438198250338,-0.2587539000842938,-0.5714141248393321,T_cells
+7986,0.884780625,0.146396787109375,-0.3580111700471263,5.49021308412445,5.495691184873215,0.3924047462643868,-0.142160521678064,0.1182311087442705,1.2283451351034596,T_cells
+7987,0.818560546875,0.0760008642578125,-0.0824164112220611,4.586575629359782,5.235583485742271,0.4950995112080789,0.1666722068504467,-0.3363156802630184,-0.6962793413403493,T_cells
+7988,0.820058828125,0.11908263671875,-1.043670939882693,5.064665922560584,5.333897650751052,-0.4117813759074978,0.0047954561214367,0.3306432254486613,-1.1059382189811422,T_cells
+7989,1.224070859375,0.363916171875,2.507785328251842,0.7225546099220655,3.667719433603469,4.551727915766941,2.540043592151032,-0.7432254386325006,3.0966943287913247,Monocytes
+7990,0.858931015625,0.098226767578125,-0.7307951034643507,5.02267634600741,5.198084781302621,0.6984432735926257,-0.1494539153880397,0.5002014888527593,0.1171414765288965,T_cells
+7991,0.90868984375,0.109687470703125,5.660670313548058,2.116062807579857,5.24997703084977,-0.1059509871472778,-0.1588644345192819,5.821319273293288,2.4012155090868754,B_cells
+7992,0.736883125,0.111685205078125,4.3678351439463725,-0.0128786393762064,5.073695823772972,0.1236878106225262,-0.1484487859432325,5.73943919539185,-1.3335486841659432,B_cells
+7993,0.83507609375,0.0843446484375,-0.6497479221555992,5.139394447289752,5.151339994384656,0.4638037692036669,0.1851542159302026,0.0284049903234454,-0.2651077749345942,T_cells
+7994,0.84532046875,0.08577708984375,4.371971686638573,1.286021741164072,4.719873556576676,0.8199795408911063,0.2802727769471973,5.504604579950899,-1.6813064888239075,B_cells
+7995,0.94942640625,0.123465166015625,-1.2833874526714133,5.865756369274781,5.60623206928372,0.769763974295256,0.8094793200755599,-0.0605089329259915,1.3572808045753448,T_cells
+7996,1.1042775,0.107175458984375,0.5488435542596665,4.889860563254351,5.30571094964699,0.7751662772180865,-0.3399437044925886,0.3648106684845458,-0.4353719813062923,T_cells
+7997,0.665476796875,0.16205279296875,-0.3322781869480683,4.969225580873277,5.56084132150419,0.0903092081716875,-0.0543448283900679,-0.4375463181419511,1.1502745502375809,T_cells
+7998,1.011600703125,0.129568779296875,-0.4492776357804325,3.805954678214347,4.942086137650625,0.5654960535860659,0.401391971193312,-0.4543320962647601,-0.5415262173031741,T_cells
+7999,0.993807109375,0.134809453125,1.5178050884280696,4.517670919764454,5.478354812770942,0.5472134801219238,-0.3697178347523215,-0.2568212365214469,0.7326471868283845,T_cells
+8000,0.901787421875,0.14469791015625,1.3443369317657263,4.252721369551003,5.109994308334828,0.4674839524897162,2.6486382166094447,0.3065270944267244,-0.8384188990092643,Other cells
+8001,0.810189765625,0.1083396484375,5.203510238221173,0.8890329581476816,4.696839036893781,0.7910083064784609,-0.4807271401007174,5.596977504005866,0.9593817273302256,B_cells
+8002,0.860798984375,0.096295048828125,5.353157845202442,0.2537008775812071,4.9943692707581695,0.2513138256625363,-0.0449581089142408,5.768330545475496,1.5898740522019787,B_cells
+8003,0.76092859375,0.182577421875,3.9819293966520015,1.723187574421255,5.300960457251854,0.3401331082738726,-0.1317885631619243,4.390614183952757,-0.2727038320780637,B_cells
+8004,0.751655,0.11313625,4.891048537544494,1.9711685867427509,4.91828146104345,-0.1125896789282386,0.6679129981806496,5.877133135849154,-0.7684724812396869,B_cells
+8005,0.707264921875,0.19843564453125,-0.1936212708787153,4.828294353112443,5.07122675766569,0.6590207507034525,3.7613383952293744,-0.5455346495166047,1.3566925292013812,Other cells
+8006,1.151398203125,0.4650600390625,3.748017399877991,1.3112794116817656,4.570212586255427,4.877960130867936,3.444730635908537,0.9474925863135174,2.620291043160023,Monocytes
+8007,2.4037696875,0.22623265625,1.6271290377596452,6.069066021792267,6.234838682184284,1.345193757713124,0.0020679302103321,-0.0781421956786428,1.3479094335503434,T_cells
+8008,0.6808896875,0.138232431640625,0.1601611975672628,5.048947670029798,5.11480259459949,1.1222678803886466,0.2199231000188158,-0.2559752002632141,0.1105882392527163,T_cells
+8009,0.9153884375,0.092657236328125,0.8737659440075971,5.331179740685124,5.3630528297243565,0.6163652842340027,-0.4679247071219285,-0.6744944731744875,1.3117445922593347,T_cells
+8010,1.00640375,0.17180623046875,0.387339400995945,0.1038480422897189,4.153152113409772,0.0714263877655839,3.865572607074754,-0.2487586877097558,-0.6161620513200605,Other cells
+8011,1.52845328125,0.19835859375,5.666598504493544,1.535653305464127,5.93575663986351,0.5558834271082558,0.5784897264571408,6.356368661774551,-0.3370821513677583,B_cells
+8012,0.9115246875,0.109116181640625,-1.1626280055944715,5.891356415682238,5.47921455871494,0.462741340094391,0.5283571834197257,0.3785545036813484,0.1522925549522485,T_cells
+8013,0.770819296875,0.086853671875,5.092634277070114,2.4916436434580613,4.790154268767666,0.7826033910119975,-0.4033810428660508,5.726532204201443,2.291349577088279,B_cells
+8014,0.7613525,0.1535091796875,4.936054377621501,0.1379474827632658,4.829399842356098,1.9549610498569043,0.2012965703463259,5.971032315242233,-1.4506277024759875,B_cells
+8015,0.615446796875,0.12634625,5.359261976547007,1.1462383376588008,5.449252433148133,-0.2438933065191812,-0.1558058131570099,6.3912154525781775,2.362471570281868,B_cells
+8016,1.81474734375,0.2285326171875,4.457804676098641,2.495021856461883,5.475610813737726,0.6906590640027995,-0.4929436636780445,6.296282193575919,-1.9715789724426176,B_cells
+8017,1.058855,0.0674800390625,1.1672562827700816,4.525800785240351,5.0555582433651605,0.3951583125306944,0.0810063005702678,0.1284878236724862,-0.8674913862955107,T_cells
+8018,0.822095625,0.09943716796875,4.36139875630652,1.472286951955242,5.026862088294297,0.1912241548978542,0.2449238345556004,5.213947583985792,-1.221161170917887,B_cells
+8019,0.7901728125,0.1689521484375,0.8286674716043017,4.98272727221854,5.443834386272184,1.434642088889846,0.1434734765849217,0.3866694702100633,-0.0078531947063156,T_cells
+8020,0.90928890625,0.1636520703125,0.6006126514167864,4.735183237525562,5.452456937341824,0.6785490359033541,0.5154311672725964,-0.4546557226404519,-0.4976138902848553,T_cells
+8021,1.7119475,0.95285171875,1.7310087938690035,4.568488348565285,5.660986167146515,4.933942505536852,3.949079298381793,1.8593239670085744,4.557369435832548,Monocytes
+8022,0.86380828125,0.08460208984375,5.2699904181376,1.5415538447370172,4.147951305618272,0.32743494067644,-0.6445145874566999,4.491286669324947,1.3633152630805851,B_cells
+8023,1.3695309375,0.104048935546875,3.5985698247854225,4.144646291201157,4.960260390733723,1.9555628903975384,-0.2604170069912477,0.3059011212882022,-0.3694208772187412,T_cells
+8024,0.7690928125,0.141984853515625,4.124216627483242,1.051118429377901,4.912084511723705,0.5357119689245848,-0.328954571002146,5.895774122474442,2.4216166080250754,B_cells
+8025,1.031555625,0.157004765625,5.440937295406633,1.3008768329777765,5.561608807543957,-0.0503881593641799,0.092955072045537,5.562054080322792,1.9142591034534209,B_cells
+8026,0.6998140625,0.148217490234375,0.3861890264701456,4.497493689420304,5.49266282561096,0.3977827351758267,-0.0785190258587574,-0.2740569563906038,-0.5997461447071192,T_cells
+8027,0.69953953125,0.13884513671875,0.2938993706595108,4.538758049289075,5.4643937313546855,0.3522105781245646,-0.2273112105441709,0.1004495995100662,1.1114348526146902,T_cells
+8028,0.771927890625,0.10857548828125,1.4375353057411977,5.299348976588297,5.334505101336383,0.6315639343237843,0.1163966848261564,0.6926999954477582,1.032942074085614,T_cells
+8029,1.05471140625,0.158405390625,-0.2955845983050689,4.405179896209784,5.780921790370025,0.2442635907040369,0.1079020060037992,-0.4647333253520265,-0.1895215982020978,T_cells
+8030,0.9851825,0.10580302734375,1.92565770068569,4.467325205888778,5.255248286493741,0.4849384044467521,0.3120360072232597,-0.1462771311981594,-0.448910933772619,T_cells
+8031,0.892849453125,0.09264763671875,4.166965060502428,0.9383615334609916,4.685417756928171,0.0193343777755739,0.2997198590729213,5.429624209313188,1.9353589534269684,B_cells
+8032,1.0088503125,0.13555357421875,-0.9074130536255322,4.424175608749442,5.026628647675735,0.9256619374366776,0.0062363756230943,-0.1246915643603953,0.6980795819580448,T_cells
+8033,1.28671734375,0.2955984765625,4.264638123339856,-1.154821910709561,4.935815427889515,2.6837558418764047,0.3909281036129478,-1.005903421081352,4.491358526348663,Monocytes
+8034,1.292982578125,0.11738615234375,2.635477555999373,4.457945092631316,5.597164018016672,1.8131541447292088,0.5248400787291262,0.5638484031705315,-0.8630120150202901,T_cells
+8035,0.8148953125,0.113618134765625,5.931422612132961,2.1978657637135,5.09407504266639,0.7533740100019035,5.298978537942439,6.217021630570784,1.6531410705351652,Other cells
+8036,1.276631796875,0.10412455078125,0.2476758037143048,4.694766121392571,5.669745256881248,2.1940033498395057,-0.0183386513036207,0.1848883613008105,-0.1558517357988334,T_cells
+8037,0.715832578125,0.12195171875,4.780165907241117,2.052372265711345,4.912166416341731,0.9824792891157864,0.2106331514201333,6.038116267990809,1.9633491066248527,B_cells
+8038,0.916613984375,0.114904140625,1.544540021471171,5.019751169836293,5.77632691999459,0.6995951887124708,-0.0258771310283769,-0.4208913501690423,0.3427987940070892,T_cells
+8039,0.842152734375,0.14185462890625,0.6507228679917921,4.35031662111615,5.282415986326012,0.4305899891502645,-0.0910486235214662,0.0438517636452957,0.0107793185911065,T_cells
+8040,0.773463828125,0.1823073828125,-0.8739235598883396,5.257790988702436,5.678206052671251,1.6489620908943872,0.1327711909350417,-0.1169700626511391,0.8081341863371281,T_cells
+8041,1.4385675,0.44767703125,4.282414274494193,-0.6000563109477142,4.848275644654083,5.552537090902593,1.5407948540133536,-0.5440151358741583,2.577117825525475,Monocytes
+8042,0.902011875,0.11653521484375,5.288612203294422,1.0153439126608363,4.926679056117706,0.4476618704344118,-0.4843668753969077,5.948401181648911,-0.7063426172252151,B_cells
+8043,0.765159296875,0.090958955078125,0.6850376930761415,6.182597093700627,5.292613493471509,1.0270142023542304,-0.0599884462154877,0.0274850468875358,0.2638056063183677,T_cells
+8044,0.867805078125,0.1530344921875,1.840893708827788,5.129578391259623,5.387324325177964,0.0436145076038186,0.4176225781030974,-0.8360860526064445,0.1867246885285304,T_cells
+8045,1.002825,0.17659142578125,1.115425417239856,4.40281926042819,5.264008683748958,1.072576448301914,0.4296775746360171,-1.0643443705223956,0.385604054786323,T_cells
+8046,0.735880234375,0.14290541015625,0.4450529199453679,5.474586386502787,5.528509638348261,0.4932281746775013,-0.4934079138685808,-0.5662197845900742,0.1902417332035361,T_cells
+8047,0.829103984375,0.133255205078125,-0.8589292664217354,4.222632188464441,5.076717153120845,0.1281936436041413,0.2673988071357721,0.304190696393997,-1.0810140964632713,T_cells
+8048,0.888102109375,0.0745240185546875,5.409266008587084,1.4891169963544528,4.39998886350443,0.4932519516757714,0.2340338264199161,5.613011561622236,-0.3619709274656806,B_cells
+8049,0.82583109375,0.083494912109375,1.3115388542068798,4.8607568458238335,5.340277929467682,0.0225592650795631,-0.3273296749812545,0.2358468912017237,0.8297369492774006,T_cells
+8050,0.722694375,0.094551748046875,5.180516667917961,2.4009818793613498,4.484046097993483,0.665517923574675,-0.3849643628347751,5.205403385338562,-0.4543206061085305,B_cells
+8051,0.603426171875,0.155449306640625,0.3689888933223623,-0.9064939639651612,4.76034467081385,0.4382742825593369,3.4412453291808456,-1.313054132097354,-0.5268238503260295,Other cells
+8052,0.931388671875,0.161075244140625,1.307532669582077,4.079661227943677,5.3468913387481045,0.6286116948033423,-0.0776222177830837,-1.0348261175082627,1.218022710554762,T_cells
+8053,0.752199140625,0.14844673828125,1.327059769838524,5.060860619252429,5.179247148119215,0.1921799361127431,-0.0143716724859049,-0.166751190349126,-0.0369480676146038,T_cells
+8054,0.891316328125,0.103921708984375,0.9060542283283708,5.376586568840084,5.276388306149508,0.3583691928163653,-0.0690367328593684,0.6205693689740799,0.8136675172157632,T_cells
+8055,0.5457490625,0.148198896484375,-1.22463824456372,5.256206996580707,5.341154400573881,0.9726829719825264,0.1058127401618847,0.6641305116322178,0.4648195961707662,T_cells
+8056,1.126208515625,0.112513349609375,3.5480386364842125,5.289608170278647,5.496377910523715,0.1569330731631639,-0.3439943097951988,0.1134022701689434,0.8290341586713748,T_cells
+8057,0.834880703125,0.159864228515625,0.749651539115727,0.5395366652785916,4.551344687853017,0.7249393451500346,3.633506552569173,0.7906460260628487,-0.1348292485173312,Other cells
+8058,0.973829453125,0.107734755859375,-1.226497575066834,5.023456984860446,5.498090489945889,0.8100637695913745,0.1147707820850358,0.0693387662336269,-0.0912702092576848,T_cells
+8059,0.854020234375,0.090521484375,0.6315193916358984,4.825402826309915,5.261029324896916,0.98778057280181,-0.7367495950588289,0.5105333357784063,-1.4643326809875508,T_cells
+8060,1.240476171875,0.5312308984375,2.753421174254381,0.1615168120124842,4.876537826896568,5.289432465868086,2.018260838687031,-0.0656439734077669,3.6874317131142336,Monocytes
+8061,0.892075234375,0.1479942578125,0.9289261993884907,5.094456360481149,5.285519062818478,0.9581212875848404,0.1003016980526717,-0.4538673246108918,0.166915415992589,T_cells
+8062,1.042947109375,0.112938212890625,2.931242734945875,4.880188003895573,5.867457047056935,0.3239010910715271,0.391141331104264,-0.4718473824897432,-1.3487771930981796,T_cells
+8063,2.025000625,0.2497209375,4.100601953694642,4.680322893608133,5.5890467748931245,1.5289248877692247,0.18449108677557,0.6655388826759776,0.2195168074051829,T_cells
+8064,0.92968875,0.186205625,0.0188835458570749,4.51734778866227,5.249837355223676,0.7381177946586676,-0.0209578418368216,0.5883722940006967,0.703711749661474,T_cells
+8065,0.844112109375,0.120840927734375,-0.4076317766464729,0.6585374765835279,4.535821855380935,0.4467960820580175,3.2787338884887847,0.3965694028901182,-0.4990066940833181,Other cells
+8066,0.965416015625,0.0763153125,-0.2287634570730662,4.825402995745377,5.413755731045554,0.6265373178896614,0.1496391778838441,-0.5501017853458755,-1.1599672068265057,T_cells
+8067,1.084761640625,0.1231603125,0.5858678758891757,4.643947202129556,5.435856977837616,0.3749620121784269,-0.1141989262497302,0.0067410789396935,-0.6070824447932878,T_cells
+8068,1.44367265625,0.48027640625,3.19559993463044,1.8769233775656469,4.926767151319581,5.072926961540334,0.319456191068907,-0.2880802514772462,2.9739956625665984,Monocytes
+8069,1.16158140625,0.140156953125,0.9684612941252736,4.024739428373321,4.625572562266099,1.0111120255812764,0.0116743383390141,-0.4058959377351308,0.4632150607371644,T_cells
+8070,0.95770453125,0.121516650390625,0.162923924049311,5.396696696370192,5.564170587801423,0.5279714407682364,-0.3072212738332729,1.523278065728828,1.067954382081203,T_cells
+8071,1.200035625,0.1157844921875,2.2886120782105253,4.9973717730813005,5.423560335559104,0.1198240771694876,0.3545394211841919,1.5466056235963537,1.0489554976088762,T_cells
+8072,0.9373615625,0.13685640625,1.300237036943362,4.096742992199385,5.156683130372473,0.7464166591238727,1.1422832452079743,0.0183686266304786,0.5185999704906287,T_cells
+8073,0.925060078125,0.158817060546875,1.0034927211824476,4.5691528561309775,5.27832284279558,0.970983097112358,0.0820134812236873,-0.0542008110605139,-0.890404451870854,T_cells
+8074,0.90349203125,0.0539093798828125,-0.7841148232997364,6.4148979245459365,5.021166058160228,1.0870305827251188,-0.0132427312016359,0.5063891022352014,-0.5376495526921863,T_cells
+8075,1.33197046875,0.70524046875,5.16336263642456,-0.123466886660826,5.114222393453003,5.717565672571935,-0.2023616342553603,-0.1413560392202547,5.226409607187208,Monocytes
+8076,0.99529359375,0.1211541796875,-0.8932505495516367,4.735393034327258,5.409832794246212,0.106313039384995,-0.0437436522867218,-0.5107203500892628,-0.2611359776803006,T_cells
+8077,0.658981015625,0.084112412109375,-0.6013697883969396,4.595765764913841,4.96685352681302,0.9723586105515276,-0.0829074054958073,0.7955722578261181,-1.110751117406508,T_cells
+8078,0.833234140625,0.105716015625,4.167347999494657,1.5719868100806955,5.169425197605461,0.587671357770707,0.5692891473482722,5.594551512270431,1.4485659531892956,B_cells
+8079,1.2149171875,0.146094951171875,0.0408281008645459,5.786133125689433,5.579769881280683,0.6916649441932282,-0.3526382481797296,-0.7590112412293585,0.2800299767044996,T_cells
+8080,0.943673515625,0.09930814453125,5.481456380880095,2.3089893172703184,4.756551287873104,0.7639582613735659,0.6080628039907866,5.6291657055304665,1.608798178861634,B_cells
+8081,1.0746684375,0.5310082421875,2.730888717874893,-0.6763523719194757,4.542515935120738,5.085142573930986,2.5149492078657056,-1.0012276233629849,3.2538453556079627,Monocytes
+8082,1.081537421875,0.13783576171875,0.7327509420098602,4.613578298971433,5.340860844992323,0.6853037900957551,-0.4407868778839241,0.1424436533383347,0.557613370978425,T_cells
+8083,0.72017796875,0.107476103515625,4.952546709046921,-1.8993743512583885,4.962669609466869,0.1056360970173262,-0.5075724103974812,5.44967952674953,1.6557687168404895,B_cells
+8084,0.9291321875,0.144664306640625,-0.3059866378021676,0.4078757742512492,4.887307733346352,0.1342332683584685,3.732761262825983,0.74556019025027,0.6091455542982702,Other cells
+8085,0.841302421875,0.12075271484375,-0.6889145856932956,5.1490427554121965,5.477959099324758,0.5668628562997154,-0.1456774215946499,-0.2881151170618389,1.3583196676693274,T_cells
+8086,0.960346953125,0.1245021484375,-0.1507361466526136,3.783357402765226,4.579653135507019,0.5779457448032934,3.102964998312673,1.2863239992312367,-0.6914159731059093,Other cells
+8087,1.11470328125,0.50483609375,2.380694577966611,0.1995074717945371,4.504059459747836,5.043664692016569,0.1602734882635458,0.4523149933650708,3.1037030215597627,Monocytes
+8088,0.90206703125,0.1448479296875,0.4701497980697203,4.6171555136549625,5.381477948495144,0.8989576986962076,-0.3520398095256375,-0.199490104870814,-0.7630463453146128,T_cells
+8089,1.076333984375,0.17347150390625,0.3228552040965423,4.6238658409066415,5.156565954152584,0.8578459698764682,2.342383577581919,-0.6674747185585741,-0.6560126896212473,T_cells
+8090,0.745065390625,0.203226875,0.9227215687257472,-0.1945870183734063,4.620188787504127,0.2425855543900248,4.0097151463897625,0.1855247711043176,-0.2181250612186116,Other cells
+8091,1.577619375,0.3440426953125,6.454013975779247,3.312193872640769,5.957016460534549,1.305680662246089,0.1595421314638008,6.901911174767281,2.708242759565236,B_cells
+8092,0.956311328125,0.076783388671875,4.958011781889181,1.6056504461635712,4.820752290173965,0.2621074339845751,0.2197058247224513,5.20083005251114,-1.0798200669909264,B_cells
+8093,0.70573046875,0.12617341796875,4.286218900360788,2.534978727389812,5.076426715115365,0.1932962723270464,0.1036169316152267,5.725779336872978,-0.8475972315252042,B_cells
+8094,0.908410703125,0.1527314453125,-1.1639893513658202,4.868080591111846,5.627444239150399,0.3866355847478437,0.1891368759677977,0.3283678286817139,0.1185091437143587,T_cells
+8095,0.952148828125,0.15120240234375,-0.892203420281372,0.3599124612362561,4.560382997867979,0.1889797954438355,3.1821899117096955,-0.6492853932021236,-0.1703883651451017,Other cells
+8096,0.93969984375,0.3527363671875,3.3866380280880453,-0.3918424954733428,4.8392859380783175,4.745115974129273,0.8202917816805043,0.9851995117990894,3.1669666227190683,Monocytes
+8097,0.892792265625,0.077790361328125,5.263467584516801,-0.0056183604589446,4.741625949016783,0.5463000439733388,0.3184347708150801,5.553157805563718,3.024979865771672,B_cells
+8098,0.838035546875,0.114516474609375,5.367110381412679,1.4684720568107092,4.820796338654645,0.3190215277503606,0.0889804691721977,5.3567824079403845,-0.1493257082401732,B_cells
+8099,0.704149140625,0.178924609375,4.7091784926618585,-1.459004522740078,5.578363903767273,1.6206697687830818,-0.506969175001508,4.641568511165766,3.14789961141287,B_cells
+8100,1.08021796875,0.114508681640625,1.0562986948281727,4.931462627240197,5.688609908703391,0.3245587449568057,-0.2566238178104588,-0.5286333882558926,-0.5275895173771932,T_cells
+8101,0.902913203125,0.11986337890625,5.1111819448200295,-1.4056643269877986,5.302362947257433,0.3780482392391598,0.2498948545931417,5.598108189565687,1.5607089940909264,B_cells
+8102,0.91628171875,0.09075912109375,1.784842298299284,5.429879597862613,5.288468685997141,0.6694027869273157,-0.1366441474042651,-0.1665418238242368,-0.6402852882656926,T_cells
+8103,0.839056171875,0.1018081640625,4.531028900783171,1.7276167338942583,5.192565250017062,0.3184407389358145,-0.1920465917784077,5.879382889030615,1.865562124873872,B_cells
+8104,0.849832109375,0.084891943359375,5.171766661951751,-1.2754187052848729,5.141904842990732,0.7026911843469573,-0.1581046890844787,5.720928335262067,0.1085943226261369,B_cells
+8105,0.530584453125,0.094549951171875,1.355964668493754,5.144707255695194,4.935065253071487,0.9224725834886834,-0.1682919939766153,-0.5479020342551363,0.1632626532326773,T_cells
+8106,0.77363171875,0.16236125,0.5489639020047327,0.7635043586462906,4.295092817091223,0.7878748325148182,3.4046042006608275,-0.4196503597871596,1.11471063760597,Other cells
+8107,0.94941625,0.20356947265625,2.96239371012427,0.6843938166596507,5.0195214922108295,1.7187153370579016,-0.5303811206106963,0.4930553682415188,3.94306379538761,Monocytes
+8108,0.8826228125,0.16618087890625,-0.3518389363898171,4.400180701002657,4.890770451388435,0.4628991442653586,3.00112897100421,-0.4902484227924063,1.3715064351950472,Other cells
+8109,0.99763125,0.101199658203125,1.512833491037175,4.38834635651344,5.567034687767704,0.4489920271019082,-0.0244165679122134,-0.2041556576587217,0.3081584580924268,T_cells
+8110,0.702785546875,0.09406748046875,5.189371217662166,-0.817244978446754,4.616967556293844,-0.072644990580567,0.0271876611065196,5.523568713690356,1.7738061759524002,B_cells
+8111,0.91450796875,0.1299564453125,0.0542570077272576,3.7488315880590255,4.928393425258549,0.6431287967272488,2.722779241715336,0.4018580353411263,-1.1616035768278747,Other cells
+8112,0.83800640625,0.121215390625,1.1697125472620762,4.51973417957022,5.618009199719635,0.6917157752730776,-0.1643525335553858,0.7123765643373562,-0.3108916774653462,T_cells
+8113,1.094156640625,0.118784990234375,-0.5652241407730778,4.972929453240102,5.261669636754888,0.7622738362521672,-0.3106449884882263,0.3278226234702022,0.4910014131074494,T_cells
+8114,0.959303828125,0.1248616015625,-1.05831123001873,5.07802854675142,5.690844482606588,0.5545395549152823,0.2401584780595503,-0.1478234899069103,0.271016456497026,T_cells
+8115,0.809327734375,0.107195859375,5.334527175406628,0.3026602650042894,4.984569134510795,-0.1678079464591311,-0.4592104492719202,5.482886561086807,2.0065155383490496,B_cells
+8116,0.6166549609375,0.1939021484375,1.7533257708341117,4.61554338077837,5.446891854608249,0.6628656973137703,1.3204947760037709,-0.3109821073431553,0.4049524430703983,T_cells
+8117,1.111580390625,0.4734787890625,3.655512619679036,1.1317388189363429,4.794128493768545,4.844071536528323,1.316199851109338,0.702447100948458,3.580057924678398,Monocytes
+8118,0.871454765625,0.10197318359375,0.6607910381194795,4.77291312053459,5.61378090394473,0.6655573648825467,0.1319002487092347,0.9613051783630766,-0.0412477625557897,T_cells
+8119,1.43692859375,0.1956628515625,4.854734128260373,2.4416076585283526,5.461907566125618,0.9086293485570074,0.8303422175217976,6.538265195382798,-1.7606304593551332,B_cells
+8120,0.879663046875,0.115553447265625,0.7233338537074837,4.379908966743262,5.520620511865806,0.1110262189161593,-0.310588686803453,0.0630961899816488,1.3320235019628082,T_cells
+8121,0.7492790625,0.120537275390625,-0.1233613367078591,5.635668005524913,5.293255206914959,0.4170850029121729,-0.0821934178033073,0.5503118348840826,-0.341783680270652,T_cells
+8122,0.78259109375,0.663423203125,2.634727165453568,-0.0586976895392659,4.218219200133048,5.202216019733907,1.2740789314371783,0.7999947611271259,3.084412502219676,Monocytes
+8123,0.982141640625,0.077220869140625,0.7868621767122708,4.664780382616004,5.373260789961281,1.1832576815209748,0.0029417923162744,-0.186087236013861,0.5811106513440814,T_cells
+8124,0.950590625,0.147142119140625,-0.418906041008408,0.7662244405269039,4.353114833330647,0.6144423870060408,2.5370992418735367,0.5895724077247628,0.4221320794152631,Other cells
+8125,1.37931921875,0.427754296875,3.429462675435708,0.7772573688130548,5.103339488743344,5.4966645598916735,0.4591968499382101,-0.6476326852262362,4.073961873069205,Monocytes
+8126,0.788527734375,0.134531611328125,5.027294505645664,1.137831518638651,4.878870262660626,0.8949614669383775,0.146418915238862,5.262684947331708,-0.5682266443785181,B_cells
+8127,0.680435859375,0.19284697265625,0.7617743076668759,0.1868930985978369,4.448567532601533,1.0697508393982162,3.025853410604544,0.6224498720949412,0.5883843663497672,Other cells
+8128,0.8352009375,0.28808462890625,6.678980591854049,1.9349078838703584,5.369854831225171,1.7017829530597568,0.6247872614617148,6.406573276464583,-2.274527510501263,B_cells
+8129,0.958036640625,0.16199638671875,-0.1368305524479077,3.83976606941532,5.015796613846736,0.8439479209998417,3.0249647244840463,0.8659827235179212,-0.220714447681096,Other cells
+8130,0.755395703125,0.116547822265625,-0.259540305793194,4.269080365958469,5.3754250430397965,0.5511206526822212,-0.4187941405492463,-0.0533187301673361,0.3666871117709782,T_cells
+8131,1.423628125,0.4273111328125,4.185448122539083,1.7530359362337895,4.943059375685632,4.692592788575956,1.3459211752480205,0.2063270073443296,4.018943335980282,Monocytes
+8132,0.87512078125,0.0711688623046875,1.4001547956335028,5.358698701803712,5.070544691097995,0.8598443251197054,0.2508809908617276,0.302255063476737,-0.5515246827820035,T_cells
+8133,0.724460234375,0.1786215625,0.0404509482848275,0.945657346545304,4.711948123211791,0.3865231587755222,3.275116126488346,0.5451407635976855,-0.6166752373461071,Other cells
+8134,0.799818203125,0.10875251953125,0.98634968860191,5.251338959954381,4.928342709219611,0.7698855971082698,0.0990829819839787,0.0650787208555962,0.3343703547726127,T_cells
+8135,0.8979515625,0.0797826953125,4.69279312794545,0.93087430750742,4.8798856857218125,0.3443850805544353,0.585357440084006,5.928412093685125,-1.6464563092929114,B_cells
+8136,0.914976640625,0.474891015625,3.3641215366514943,1.5740992540979877,4.966853527691498,5.435619660838725,1.2006161786460834,0.5442724120603439,3.965322974113177,Monocytes
+8137,0.79536140625,0.123680009765625,0.480800344217589,4.511007869121571,5.354307354389518,0.6206661251091042,-0.0366458634549032,0.3186117653162489,-1.2873361257931482,T_cells
+8138,0.92338984375,0.092378193359375,4.527570287547374,0.0618887926717931,4.990038583217467,0.7569264250999875,0.5771331587431724,5.497020671595298,2.0826101253963034,B_cells
+8139,0.804706640625,0.16963205078125,0.4290092332900441,4.3721038030467465,5.205069919778882,0.9428654298777376,-0.0935711562149864,0.1090428143208482,0.9864029759390266,T_cells
+8140,0.7470140625,0.10754931640625,4.4693862711713965,-0.0776651444316399,4.823474541432502,0.352903388364202,-0.217812722215726,5.432545488148175,-0.2221303287888533,B_cells
+8141,0.597046875,0.140395791015625,0.0079119902520718,4.801067179968486,5.130282952043893,0.8539114561644754,-0.2645575731345233,0.6011165898708541,-0.6000778855988482,T_cells
+8142,1.08960140625,0.1232809375,0.4004210071925655,4.028656481702469,5.166202163449999,-0.2906570579088636,-0.0838022042857155,0.8725930218896614,0.27286032351819,T_cells
+8143,1.119428125,0.11745876953125,2.16036429989124,4.9139544810782185,5.947903103139612,0.3087237619375827,0.0631476808442652,-0.2873228472507766,0.5753894752361526,T_cells
+8144,0.790136796875,0.115130986328125,-1.2694221732058055,4.949780651608656,5.257882741746032,0.896677278843313,-0.3694067139088788,0.5344408050449573,0.1331903642412557,T_cells
+8145,0.805536796875,0.125885966796875,0.1791343407325328,4.880994823850111,5.586591965763534,0.8281106052052982,0.1259203325517988,0.7765237945623196,0.0872414847198947,T_cells
+8146,0.66895890625,0.09748744140625,-0.7340322130004094,4.518517546198176,5.541682190554207,0.3346608517633564,0.0596178516869848,0.4536955410168009,0.9206983501359192,T_cells
+8147,0.94637109375,0.1157346875,0.3971510654347187,4.093539095374828,5.414839476551297,0.4664330851058562,-0.0282357905302303,-0.1829593017855007,0.3698961809398448,T_cells
+8148,1.47952765625,0.2261579296875,5.151253624748928,2.1871870088487726,5.852785883817466,1.1103372599087244,0.3834548834496529,6.466241902502738,-2.019587393612196,B_cells
+8149,0.681236640625,0.137944990234375,4.2799829568287855,-0.3738458976405227,4.877859656565511,0.2711111760151706,0.6258368503219567,5.6383858326242935,2.29118046016366,B_cells
+8150,0.52387796875,0.1205708984375,0.5170389146457474,4.622701798849386,5.281385913149692,0.8131791034425659,0.4300019082727516,0.1407353926714419,0.0610532251210378,T_cells
+8151,1.0701753125,0.124061669921875,0.4848944958079867,4.798872557169001,5.358198081967722,0.2745496458020608,-0.14827151186461,0.1052105251911293,-0.2866744112949274,T_cells
+8152,0.7102503125,0.14567546875,-1.3315672596313055,4.9961689972343954,5.306711975650222,0.519972556156485,0.1578908696896505,-0.2191234353262582,1.1966409366872883,T_cells
+8153,0.611061015625,0.157691865234375,-1.835042878095228,6.043344357191715,5.898611104469941,0.4147589585943891,-0.1925145126540542,0.5631999478220734,1.5111947740767533,T_cells
+8154,0.888958046875,0.1543829296875,0.1913911312493463,0.9094941063015576,4.767702026483222,0.8911368267816102,3.024860620986159,0.9732145772365492,0.4395764332633048,Other cells
+8155,0.860221015625,0.141784423828125,-0.1413520141705011,1.0336997031320057,4.511055414546096,0.4202079716282216,3.265750349708988,0.3981575009667334,0.1727725947236711,Other cells
+8156,0.9730359375,0.1760015234375,1.7392068315179712,5.003601018231691,5.331243307969193,0.4973915281965537,-0.232493269777524,2.286618150937453,0.5962418180253819,T_cells
+8157,0.71750359375,0.1602008984375,-0.2596253559475172,4.762224548928416,5.36784444695394,1.0124054943206435,-0.0185998526625466,0.5949564926317223,-0.7587823838222447,T_cells
+8158,0.920807578125,0.1495353125,0.4370139839806624,4.38676010550347,5.650059586603652,0.3055720587972765,0.2114983063392221,-0.0405264119997386,0.3000375950517833,T_cells
+8159,0.73920421875,0.14797505859375,0.6356526150917711,4.650058652059212,5.447676980214253,0.9978859508124096,-0.431202866775826,-0.4105536249688917,-0.2969883691870203,T_cells
+8160,1.007283828125,0.1645990234375,0.3234140347995499,5.0327584974332815,5.815280324600946,0.7499004638416416,-0.1110634563029617,0.3981654069692515,0.6021315779676226,T_cells
+8161,0.69653734375,0.105332548828125,1.160018673038351,5.14624435359395,5.446436986962878,0.3292126087887049,0.0984658520191417,0.425222874879552,0.8213934491471859,T_cells
+8162,0.6968265625,0.13225783203125,0.8666384914871088,3.389128841175606,5.481578719947858,1.385559133973277,0.2760130150581119,0.1074333790491616,0.7396163490591394,T_cells
+8163,1.6094284375,0.2198005859375,-1.5267374257871926,7.318460390237028,6.073547769809199,0.8366582196912355,-0.6370874944409439,-0.4367670957031727,1.8529884261818024,T_cells
+8164,1.43322828125,0.46278515625,1.796659612911626,0.0115743558818002,4.758253950923066,5.067710121941285,0.2601156531617942,-0.4136081665448178,3.310916672872714,Monocytes
+8165,1.97766171875,0.5389170703125,4.5478879276628765,1.7784043370878837,4.975817537226382,5.511905671294162,0.4667135544193488,1.0413054048571349,4.037570271935766,Monocytes
+8166,0.671610859375,0.0785944921875,5.173565817078063,-0.7480537312344088,5.117642312855974,0.0269194620638762,-0.5913802763807089,5.530177386068855,1.052506203234969,B_cells
+8167,0.834950078125,0.18341515625,-0.5797277158960055,4.883425023208761,5.571242690810578,0.619075925599754,0.250383856641732,1.208193359566252,0.1691633092382662,T_cells
+8168,1.23182546875,0.5039646484375,3.090013380595128,1.755171295717402,4.276335411471386,4.795044094644104,2.452607876986957,0.6578669516525216,2.780508122449635,Monocytes
+8169,1.06579765625,0.097625458984375,-0.0455475936173731,4.434794440485756,5.1713153617375625,0.4910086396788635,0.0775534878738661,0.243527697600323,-0.3717722989984918,T_cells
+8170,0.952765859375,0.102414267578125,-1.4980552064203614,4.659206888387635,5.082349839474161,0.8455179320417228,-0.0868503867332833,0.0848288000102232,-0.6342558266590755,T_cells
+8171,0.891246796875,0.16080279296875,1.7541609584919728,4.759542176659061,5.601990616662674,1.043766160893854,-0.3762364052710895,0.1619476283749048,-0.4583956828861808,T_cells
+8172,0.86100671875,0.159449560546875,4.908754024662901,1.8003756245948652,5.246134392143341,0.7159810723728903,0.440476656164906,5.919739928959191,1.71857855316189,B_cells
+8173,1.50049125,0.1843087109375,6.149868869273547,1.9555862673328936,5.621870020122626,0.4599043212989426,0.4377658358769515,6.34015914682985,1.569650856880647,B_cells
+8174,0.87137625,0.1137339453125,-0.6182232498692979,5.000767216831727,5.4557594159929215,0.851519191748299,-0.1056537850013053,0.9531828861499612,0.5852883079024599,T_cells
+8175,0.7706809375,0.16139748046875,1.9531982654782667,4.113776864373657,5.280827990682967,0.96822140209201,-0.2898778545929781,0.0759498345857718,0.970650495481858,T_cells
+8176,0.966916484375,0.10434478515625,5.357278667017571,2.1344848196572896,4.637187578724733,0.7284949842808461,3.046047089846146,5.6948055707452525,0.939835881414355,B_cells
+8177,1.245120234375,0.144849736328125,-0.3988601108031394,4.203440135766291,5.504472582454066,0.6146787835643438,-0.5719450542547363,0.6285246635953837,-1.526291940250473,T_cells
+8178,1.263932421875,0.323875,5.090976234840293,0.2791130910792295,4.770263910563573,5.118593193227157,1.1484446369651249,-0.8851436233390453,3.682742197138637,Monocytes
+8179,0.697966484375,0.15521345703125,4.156378360310925,2.187051481122648,4.803515118510421,1.03267122485094,-0.6199582467658361,5.614285177192602,1.818499329850332,B_cells
+8180,1.040090390625,0.11981236328125,1.1517347899938355,4.4610687135899045,5.037347262992754,0.3713241694270558,-0.0082321255796642,-0.3992610481883343,0.031311429780669,T_cells
+8181,1.102117265625,0.098519013671875,4.95250429209523,-1.4021892268194278,5.0156369022277,0.7279287247989874,-0.2723211299773621,6.165067895182086,0.9569267425877536,B_cells
+8182,0.6411871875,0.09513625,-0.7146741664316174,5.561683972600749,4.878073400926727,0.3674501058820382,-0.3003706083029036,0.1836388709247033,-0.1325786500349804,T_cells
+8183,1.064226484375,0.103088173828125,1.2383234070559803,4.51357331618279,5.581014565733409,0.6317228798280567,-0.0057069876706585,0.4246940594301459,0.0118620883730574,T_cells
+8184,0.896534140625,0.113676943359375,2.20106015640652,4.851357322234144,5.354493930492553,0.2878574676357319,-0.4954871772385267,0.0179776979103028,-1.6713644627712605,T_cells
+8185,0.81282140625,0.18919111328125,1.6841533096018229,4.484476073711152,5.509015661645388,0.8505774186535136,0.2622318614670624,0.1532122345792424,0.9148094571497912,T_cells
+8186,0.969283203125,0.38398640625,3.9203196160042295,1.085887095330221,4.60211199994483,4.952085797244967,2.011221488136455,-0.0092988413325631,2.910296125966616,Monocytes
+8187,1.0342025,0.14166080078125,1.8406526358601656,4.097409774480116,5.147355986434095,1.1933810362119748,0.2429975582629484,0.5049261943675767,-0.8605524736939101,T_cells
+8188,1.186766796875,0.0980509375,0.8125583908761042,4.1802920866283015,5.556187358526071,0.6090069547841908,0.0952856097992529,0.5375639848021773,0.7047949929375812,T_cells
+8189,1.044780390625,0.132182822265625,4.299448688619884,5.053081163691014,5.427396612033528,0.2225501080369388,0.1626533628346941,1.2812764649057735,0.1201628193064794,T_cells
+8190,0.699120703125,0.0930725,0.1886850970548425,5.020958575157652,5.2113777988137535,0.4825167199673973,-0.3814460682918729,0.1846785779537241,0.5313513703748389,T_cells
+8191,0.734358515625,0.15876544921875,1.51800885933166,4.780465015757728,5.700905325932571,0.947445549690598,-0.4883048166635539,-0.3504873129827102,0.6115496638976712,T_cells
+8192,0.96654109375,0.1082718359375,1.2570579427830113,5.01338361766468,5.164042369095739,1.3115439620952467,0.4313249928293723,-0.5151479034864879,-0.1689917521941726,T_cells
+8193,0.97690625,0.189474375,0.5626753039750364,5.36551908381725,4.755170324422162,1.0156704295938943,3.352212989997984,1.3783090252161188,1.0650436525965994,Other cells
+8194,2.006501875,0.209736328125,1.5851394936058072,7.005855558990971,5.943073807122258,1.8225660064731413,0.4481341244186202,1.1226324196197246,2.385355524824252,T_cells
+8195,1.061963125,0.09022923828125,0.1951837757289897,5.507683265481648,5.468790615961086,-0.1024277774818789,-0.0364662730386506,-0.6351194426023093,-0.9593365276896884,T_cells
+8196,1.010512734375,0.157171591796875,1.6276576081572418,4.43649574379197,5.740430695360305,1.0656174692905933,-0.1281647255814393,0.6732901524502403,0.7576006247904084,T_cells
+8197,1.08502546875,0.13204900390625,1.8327557812630064,5.273459361853396,5.394432546737679,0.4648429466568419,0.0161114929074629,-0.5748344072507728,-0.4567886441873857,T_cells
+8198,1.8301896875,0.161148447265625,5.899629987526517,1.2772819190150415,5.565914560264601,0.554556244670495,0.7843891113263259,6.641228735085649,1.7738524645330953,B_cells
+8199,0.86936828125,0.14250033203125,0.7124714027723932,-0.7324452337981244,4.814902528957298,1.016597261208557,4.434247066202612,-0.3331812728976673,0.660625654740863,Other cells
+8200,1.243137578125,0.4392770703125,3.859723818789104,1.651692064874748,5.057462393671061,5.744807061855434,0.4126505129576947,-1.0166341305157482,4.537676070304452,Monocytes
+8201,0.963171875,0.0990969140625,1.942897392246832,5.043146696390939,5.280122675518405,0.6376564459693344,0.4395253020398569,-0.6117327119756324,-0.3852882531964982,T_cells
+8202,0.844491796875,0.108011396484375,1.5081202130258606,4.630812838961426,5.554454255345921,0.6722119028310936,-0.1566123420477185,-0.2503260491176264,0.0915818341733385,T_cells
+8203,1.120318515625,0.132052001953125,1.2666871728919538,4.52803200581995,5.832757726370216,0.3211301837399123,-0.3917240032988882,0.1717237755813359,0.5734153365080098,T_cells
+8204,0.774506875,0.15641486328125,3.6901043711484993,1.2242579385457608,4.79576916547396,0.5203760974004203,0.4976338102126219,5.840447097476384,-1.8493966121072023,B_cells
+8205,1.218615546875,0.11425302734375,-0.0408393413799215,4.509286636475559,5.490106695626171,0.5758632656706345,-0.5772842048092212,0.3195738687302987,-1.0301282703160397,T_cells
+8206,0.980701640625,0.0954308984375,0.9939046966284985,4.516215637910064,5.079644589908847,1.0433058134812352,-0.2931131037907087,-0.0009558941140827,1.5072768148166804,T_cells
+8207,0.90082828125,0.142978623046875,1.458808994985044,4.904775132603977,5.25023454181257,0.9284577995391196,0.4255803518069491,-0.3930859438997958,-0.960690152145896,T_cells
+8208,1.4220753125,0.34545,3.767412799820328,1.296863532915796,5.528080915776889,4.39894188999983,-0.3920925619068086,0.452437714688237,5.327852900885898,Monocytes
+8209,0.8808621875,0.11677705078125,5.110590311903479,0.9358800829359784,5.0362500077338295,0.1643614853015063,0.17347766989808,4.902016600001107,0.0543748760001263,B_cells
+8210,0.909979296875,0.143169462890625,-0.2731009652920068,4.292399724889336,5.1115749517009474,0.6491592570013284,0.4100607251175145,0.0758620314874823,-0.566963985081901,T_cells
+8211,0.8114178125,0.105996865234375,4.40354888621217,-0.2002912046139905,4.308840685670751,0.2834146689291473,0.5757677034856488,5.428178548469809,-1.5866924779339195,B_cells
+8212,0.7612284375,0.110696845703125,5.172191949057439,0.596739720649792,4.985414048346154,0.4957427633330618,0.2443944175980321,5.944706193744282,-1.1483671032257696,B_cells
+8213,1.23216515625,0.4693887109375,2.244932360040264,0.1740176752877477,4.795565877467885,4.945361545064172,0.3105588889515948,-0.1965721382174597,3.349056574917164,Monocytes
+8214,0.922563203125,0.0678995166015625,-0.725308563717885,5.09747161324718,5.169992578821392,0.9906636399722992,0.3003545832162032,0.2078534187286655,0.3926482743676915,T_cells
+8215,1.01088703125,0.170971484375,2.398218484084341,4.037100959238016,5.164846252596639,0.6253226979392876,3.324923554624152,0.4247190427476212,0.5930996241734058,Other cells
+8216,0.730207734375,0.090507685546875,-0.8347870163638004,4.982700811202379,5.340346507217224,0.6148086579863221,-0.1593617419365312,0.2584035124921092,-0.2246855786780353,T_cells
+8217,1.37659671875,0.135920849609375,3.372097139503361,4.019085102667381,5.512218194552148,0.6365176618011488,-0.0488784296694129,0.4895974125119983,-0.4689851691706552,T_cells
+8218,0.760071171875,0.1770175,0.7409216768011464,4.66768198287786,4.957109724048536,0.4853765221015981,0.3710582769578219,0.5436176970369515,0.0290013673485139,T_cells
+8219,0.779268515625,0.14005494140625,4.332877125327518,1.4593010144135068,4.670403752109629,0.2882401486335649,-0.2093508673177116,4.982979073905446,1.1197329892631411,B_cells
+8220,0.81569875,0.099537978515625,4.972339775057002,1.8332922310556663,4.641119726411634,-0.0210765893110919,-0.1680415533668543,5.6437510895668,-0.2075480424562611,B_cells
+8221,0.740739921875,0.071348291015625,5.18001137204995,-0.2524787305449621,4.841791425448099,0.5478269133430561,-0.5870952646171537,5.379909716142167,2.576259102885792,B_cells
+8222,0.66027578125,0.097245595703125,-0.3920186121770802,4.958666475199332,5.297482156746352,1.365182903379785,0.3098817370678179,0.0543910615101408,-0.780914316844183,T_cells
+8223,1.17847125,0.5228477734375,2.845816584969168,-0.7190932270307582,4.413500155288508,4.72118771748378,2.661947691386657,-0.0894038765765449,2.7747048280154103,Monocytes
+8224,0.90449375,0.119770947265625,1.6434896539200594,4.734654985156664,5.427366895848715,0.383691052314175,0.4054810039952342,-0.2708557160921269,-1.037094142150112,T_cells
+8225,0.863384375,0.144338447265625,0.1624202114009816,4.95205440365898,5.207249813555688,0.5250309132288188,-0.1328781404058504,0.0587979093368093,-0.7514306150205772,T_cells
+8226,1.308035,0.16017869140625,-1.1661726546732385,4.597355708866383,5.547970182094323,1.0131949466271055,0.1668099050116438,0.7090585519371343,0.1928202170445795,T_cells
+8227,0.4542675390625,0.1211409765625,-0.1530013887947779,2.797699475363616,5.300292934399444,0.7405022414967074,0.0668884798821166,-0.5281622187958035,-0.8235831428030786,T_cells
+8228,0.8505390625,0.09655908203125,4.956118118924061,1.3434128203633628,4.951936082407648,0.4253651461460061,0.7107224991394583,6.099386490570762,1.134831377490602,B_cells
+8229,1.07155734375,0.112379521484375,-0.4235665649953847,5.100642064882045,5.902163124772794,0.5140403325730711,-0.2838864721802188,0.7959115353622968,-1.4633732826417931,T_cells
+8230,0.784941796875,0.13496248046875,4.598996983131809,2.2405099514114304,4.50590040272502,2.193021537678074,0.8433728531011923,5.091166172498804,1.235012328490688,B_cells
+8231,0.853825859375,0.127054365234375,-0.0786997356215613,4.465563383033019,5.679694704904132,0.3274554394780114,-0.5110916733724196,0.075178062162056,-0.5392729648561333,T_cells
+8232,1.2223534375,0.3490128125,4.579324729138451,0.3623273288833938,5.116760913306604,5.439995665949362,1.062437988521026,0.8096415509565109,3.968614840417816,Monocytes
+8233,1.309507578125,0.27668169921875,0.8318132972913418,4.665000764971094,5.0848455153122085,1.5656831244456018,-0.1847401606919857,1.31130589618111,1.298365538014146,T_cells
+8234,0.903662890625,0.147304140625,0.3265235421959906,4.896365240499296,5.74055257435606,0.8654213063855389,0.0128983367593404,-0.1020182912797291,1.1988217048935943,T_cells
+8235,0.910406015625,0.10528513671875,-0.489440259533773,4.8638249063671575,5.312424920571192,0.5780046420565051,-0.3261218019653717,0.1597796582444897,-0.337072821891259,T_cells
+8236,1.0739234375,0.116841865234375,0.5652101490636735,4.040804297310593,4.895593813415417,0.6660676156522789,0.0542732583070259,-0.2000082816701697,0.2477872810993403,T_cells
+8237,1.3414403125,0.6335002734375,3.3609701378811363,-0.406908069068242,4.772463857859829,5.331773165740926,-0.3131129340187703,0.7347843632236175,3.845127585785894,Monocytes
+8238,0.992947109375,0.1257653515625,-0.0223513481383776,4.392607883603985,5.750459021071708,0.4007451816185965,-0.4674651506035313,0.1180157300021522,0.4824603850198159,T_cells
+8239,0.68966953125,0.0781660205078125,0.4848547076462695,3.499570297093502,4.977028813335897,0.830075329346238,0.2473643510359348,0.457446215368761,-0.8301697459754308,T_cells
+8240,0.828871640625,0.1351269140625,0.9449625897394734,4.955562519364423,5.445021071887481,1.195043097406561,0.4382245893365438,-0.0126996343443179,0.3064705769054248,T_cells
+8241,1.15646390625,0.20215091796875,4.300633789870468,-0.0786483008552918,5.113932078313655,2.017965571621869,-0.1429510205329246,-0.3057144548687229,4.25049239843625,Monocytes
+8242,1.165040234375,0.11291361328125,1.907381964351651,5.269017405252922,5.607694073296195,0.5150451600007276,-0.4022618186420846,0.1685537571174142,-0.7499276347325003,T_cells
+8243,0.34605,0.139699072265625,1.4940548649881766,4.534167916820479,5.30606787005747,1.673360549041066,0.1864252227202175,-0.2089930652683464,3.356234615838843,T_cells
+8244,0.8128721875,0.11156279296875,1.7441025997037307,5.337448436641698,5.3379765291508665,0.4037212175365634,0.1652382667247487,-0.2725756126137393,-1.5689961448523413,T_cells
+8245,0.884051171875,0.117507373046875,0.1059019321995967,5.496242325118447,5.66429520242577,0.7878170921660591,-0.2223533615164596,0.2657950173830473,-1.1701708516439009,T_cells
+8246,1.0965865625,0.15159185546875,-0.2892283569520115,4.3129138797426,5.266370973699098,0.9736923531211472,0.1364449193208435,0.3270795141853627,1.0709753168006388,T_cells
+8247,0.762838203125,0.102420263671875,4.859346335322996,1.7881244251542798,4.668424529981744,0.3136941995084855,-0.3761301398618258,5.646050840124484,1.7782509034199998,B_cells
+8248,0.86664875,0.153010498046875,0.0233738057129636,0.4274291474080426,4.602643362279326,0.0470831779951126,3.626865524163895,0.0121409073029229,-0.6839655590755612,Other cells
+8249,0.824919453125,0.09474138671875,4.023540476000126,1.4283346180918313,4.931796619162088,0.2823547598970816,-0.098158180222536,5.792190836954335,2.415439337942894,B_cells
+8250,1.0037315625,0.20276505859375,-1.1306247765422854,4.914468232410309,5.746304453554162,0.587305869357083,-0.1282974226604164,1.8788342842455004,-0.3363134271726068,T_cells
+8251,0.7100353125,0.105812626953125,4.920263963774815,0.3958973458800529,4.432637884707394,0.4752718606860134,-0.1524048451370616,5.45630893279714,1.768655592101246,B_cells
+8252,0.9061040625,0.1055191796875,2.4723978002045044,4.112101563057619,5.340453774062613,1.5804068668089537,0.7583637725766229,0.1393084502990267,-0.4519475398797743,T_cells
+8253,0.587305625,0.13489046875,4.990009252783119,1.981369581193376,4.752654283277391,0.4093589059626868,-0.0301864124508039,5.34517976219278,1.203181531826255,B_cells
+8254,1.732526875,0.18287748046875,5.660793357578801,0.6744822439777387,5.258301920726371,0.6950109361676718,0.5481919907205212,6.109901578873876,-0.6199244961266136,B_cells
+8255,0.552567578125,0.13355404296875,1.318590992500937,5.352972276617607,5.364388158854751,1.3586937006894415,0.2349703953788722,0.1511729598067867,0.2864363034085667,T_cells
+8256,0.69941734375,0.194168828125,0.8847886969515024,4.7591019943411865,5.68694732332955,0.2831288180081926,-0.1881519156701129,0.2508103940100877,-0.5120147250120418,T_cells
+8257,0.767556640625,0.12861642578125,3.764988594427464,2.0193168568252093,5.339258465055631,0.895638049181692,-0.1056278199560125,5.9324373834914885,-0.3913336591744919,B_cells
+8258,1.12766484375,0.1060124609375,1.206366846607013,4.80840184501843,5.369080462197847,0.4380151813685725,-0.1827413198145845,-0.155754799022443,-0.920264350965338,T_cells
+8259,1.162234375,0.10436638671875,-0.3813720143076086,4.888231842916986,5.43271744218201,0.2448151452026866,-0.2040150174438098,-0.070360671183612,0.0780881848093943,T_cells
+8260,0.854521796875,0.1653485546875,1.0466825126945771,4.65126694475073,5.394223749631863,0.471346496529671,0.0364734031948903,0.4139668500910905,0.4456438475309148,T_cells
+8261,0.926326484375,0.09961419921875,5.792879911952518,2.198652243030492,5.137304295298617,1.9092045567605245,0.2450262764172884,4.933361784170791,0.8223040206722957,B_cells
+8262,1.1655803125,0.4095045703125,5.301611399350819,1.839514364956454,5.294561237958675,5.670451722885621,0.3735557078825775,0.4891529576758254,4.646443086420789,Monocytes
+8263,1.01140359375,0.10860369140625,1.1505631044108011,4.860874984635704,5.178889612588319,0.9957916107126978,0.392095230707731,0.2293821308746549,0.0457540050804528,T_cells
+8264,0.8022903125,0.154517939453125,1.354928724219136,4.41286085824983,5.239958702244743,1.0796682705810428,-0.274948254334362,0.8619483049042522,-0.580271137083944,T_cells
+8265,0.851912890625,0.133096171875,2.345508073991442,5.559280189754341,5.48580153642547,0.7064135168232478,-0.4098861658944736,-0.3236304989730168,0.1551809280278774,T_cells
+8266,0.81558609375,0.111214736328125,0.0336344971556641,4.786137713768894,5.415601584383201,0.3003954482492437,0.6506887766450372,0.0192005567638486,0.0740014291192839,T_cells
+8267,0.807067109375,0.15908830078125,-0.1959371286295647,4.943662324598176,4.941896012154972,1.613367683840775,0.2199506508971666,0.1398472209624679,1.061764179060278,T_cells
+8268,1.03343140625,0.27673296875,3.767919118427393,1.2106722081855057,5.198008652065504,2.6690399428092224,0.3516904004744927,-0.1551069718539146,4.612155927681984,Monocytes
+8269,0.781081640625,0.11935748046875,-0.0383324854596022,5.004649130265615,5.635158955743109,0.4050348999688714,0.1765311625407979,0.3863138166867695,-0.8439061480256461,T_cells
+8270,0.818474921875,0.074441806640625,0.7812518823393407,4.702718555008297,4.788382215551068,0.0748219834723551,0.1678330840170925,0.0014153224000618,1.042291375149179,T_cells
+8271,0.727690078125,0.1608483984375,-0.5758999194676645,0.7596536255880904,4.456090862988099,0.3220243239342037,3.2379962384156933,-0.2341652880073675,0.6601718105971852,Other cells
+8272,0.78343171875,0.14435705078125,-0.8141028085827823,0.7360722670147004,4.658378813610738,0.1048165146440766,3.6248575925311495,-0.2442305916733414,-0.02664826928323,Other cells
+8273,0.932815625,0.1342213671875,3.2002619077760066,4.158310866122209,5.338592197308775,0.1918505614613627,-0.2531244582497788,0.5115433024417151,-1.0565801135841844,T_cells
+8274,0.764286015625,0.0983869921875,-0.5722372592562363,4.152257727825915,5.2366018756380734,0.4773572641049717,0.2134282136745358,0.099415239460928,-0.3695179953507286,T_cells
+8275,0.5940795703125,0.12450333984375,-0.4671647588190824,4.332101440971101,5.380011036835297,1.6891025930071928,-0.5160693546827703,-0.1786738532912685,-0.0299168725733525,T_cells
+8276,1.077859296875,0.1942470703125,1.3110245418506168,4.8446548609884,5.476108572109407,1.611398968119414,0.1192328444347696,-0.024556142605171,-0.4720296869515612,T_cells
+8277,1.000345859375,0.0952238671875,2.0408926310008386,5.273145353327729,5.336516837677999,0.9395824701772506,-0.558913533273949,-0.2388164346371571,-0.168273163066392,T_cells
+8278,1.36632484375,0.637301953125,3.3335054238031527,0.5200180652635353,4.682936297632989,5.3382540503763805,-0.4799741412262235,0.2639453339442008,3.518446625340609,Monocytes
+8279,0.78633625,0.145713876953125,0.3422593708179585,5.453000665601099,5.647907197668696,0.6227908586395522,0.0440342146059629,-0.1565296725043637,0.2280459357879755,T_cells
+8280,0.791518359375,0.100018662109375,4.824224823921904,0.2036933945104871,4.688118212453599,0.8546858538315927,0.4530522725983176,5.263545406159988,-0.1898773323173354,B_cells
+8281,0.6179178515625,0.0791003759765625,2.8868652778075843,-0.304082540711203,3.417076476710492,0.4426184724938882,0.3310190552214259,4.496363686739495,1.3549164492184582,B_cells
+8282,0.882352421875,0.09569314453125,5.564161833972668,2.5662909864467744,4.849409950336415,0.4379273363914936,-0.0681342408322534,5.1547110902359705,0.0774761759436282,B_cells
+8283,2.43026734375,0.2921815625,4.950961866628069,1.8427502865871244,5.869094021907166,1.398795665528186,0.4181353512764135,6.934608285226412,2.957150506675399,Monocytes
+8284,0.833760234375,0.148479140625,0.8670236691487746,5.160299414757215,5.369381405151532,0.3445874182392734,0.2008346684074425,0.5109230326097779,0.6093761384251618,T_cells
+8285,1.133257578125,0.14590591796875,1.0173328671282666,4.500657105225889,5.549636612246861,1.0223870249765366,-0.0032605005130375,0.3699852369022451,1.1764223762023214,T_cells
+8286,0.75222453125,0.1368798046875,1.0358085267962895,-0.8882579103909622,3.3196866823668207,0.4891893758089384,4.764582258161466,0.3533259041458905,0.6760551710961781,Other cells
+8287,0.819563046875,0.153669404296875,1.5860540214572287,4.427127251165931,5.240585471998164,0.2885663652246683,-0.2681923866917282,0.6018601017909961,-0.384010204434314,T_cells
+8288,0.967523671875,0.1484101171875,0.5302746663273205,4.34468259517494,5.399892161381429,0.524039592918171,-0.0597410381725191,0.3692387673933501,-0.1920702326629971,T_cells
+8289,0.76441265625,0.0980179296875,1.0451779920855542,4.953117511209925,5.4772003752441405,-0.3417051514271142,-0.3182058562082443,0.1583025890554666,-0.324882555775368,T_cells
+8290,0.958492265625,0.1497999609375,1.749025278344317,4.584580224254467,5.21354429480407,0.8899960206821649,-0.6029816148289134,1.8046627373891424,-1.2332494611315128,T_cells
+8291,1.0489784375,0.123934453125,-0.6427958030792839,4.8353704779157125,5.355289558992666,0.4775633547111221,-0.0337417612625497,0.328189268483865,1.140650207802526,T_cells
+8292,1.1169278125,0.16723646484375,0.1397464878588434,4.123307729298428,5.682952003575949,0.8088570985473709,0.1405544595093433,0.2729826870403786,1.1375854569023025,T_cells
+8293,1.808240625,0.3494858203125,5.709778003054872,4.042745554325065,5.963704969931452,1.9279319489547184,3.14060112007712,4.384210313740271,-0.2938983560195884,B_cells
+8294,1.20957984375,0.1405872265625,-1.3913067334429186,4.314186457855368,5.030828522636199,0.0369039401794721,0.1499241757042505,0.0746078915262865,0.3740976838863132,T_cells
+8295,0.826108828125,0.0688056591796875,3.752596383218546,-0.5271979835128335,4.952020612765821,-0.0532835422743144,-0.3825356760098344,5.632112706117455,1.1400447954582615,B_cells
+8296,0.83401375,0.0800647412109375,4.680418047128899,0.1655364874938127,4.999649922716889,0.5911778983791284,-0.1130483754181646,5.704901359120178,1.6818516788803837,B_cells
+8297,1.22638203125,0.139445234375,0.4900932218567631,4.545292484742244,5.258936024104164,0.7265169966659312,0.2448258830067875,-0.5109276137590266,-0.6826280949959754,T_cells
+8298,0.728030703125,0.1394236328125,0.6389299116863737,4.605527026972115,5.67349436732347,0.9995990161270434,0.2595651647968208,-0.2241963877914339,0.9993042775630522,T_cells
+8299,0.803416953125,0.0780514013671875,0.9193920388274012,4.370682613366056,4.980502843916906,0.9482958013661532,0.0283156887691752,-0.3450498063874394,-0.1742555386134147,T_cells
+8300,0.929939453125,0.13786697265625,-0.1754735956496973,4.8746161064086575,5.062741390296479,0.7056748459291188,0.2621816314239179,0.0135682740032327,0.4542564815047099,T_cells
+8301,0.668345234375,0.126878544921875,0.6497360056968673,3.9032445325982494,5.411701959214267,1.3958835165083427,-0.2904308130694375,0.8896535897515805,-0.542110064703146,T_cells
+8302,0.96339734375,0.14781482421875,0.783856425139697,4.647163153822942,5.186222222351599,1.3183654147591497,-0.2791459421321276,0.2652343091072014,-0.3706846838669601,T_cells
+8303,0.745748203125,0.18970181640625,1.5143078616727867,4.809707628369036,5.529363832786063,0.6149963651155161,0.0921646325773056,0.1643460344571486,-0.4456536252231327,T_cells
+8304,1.194053515625,0.1435769140625,-0.3190043639735795,5.375103734360748,5.701484586691587,0.3031687727057028,-0.1465948299232886,0.2091572684974386,-1.0482292374072817,T_cells
+8305,0.52513203125,0.182455,6.135919460175994,-1.2933554065785284,4.947227738366386,1.917863751970604,0.2491155950571698,5.460863439012578,-0.7087313868769362,B_cells
+8306,1.167771953125,0.4673800390625,3.43222800313299,0.9163083332347296,4.685321597991305,5.099308495604751,0.1100230111005704,1.3659124863748848,3.53808321997226,Monocytes
+8307,1.176703984375,0.137613125,-0.2467853717555411,4.122908677876338,5.192722214960496,0.6007044285039216,0.3786330527288313,-0.2209110694803764,-0.6531671315161258,T_cells
+8308,1.143963046875,0.22330626953125,3.1778894428297098,0.0079978447687302,4.9975580708958,1.8450079008017903,-1.0172095700426578,0.1438235274021739,3.934359424075278,Monocytes
+8309,0.847212890625,0.1399619140625,-0.4463201617627984,4.64410508680243,4.042509742430388,0.4910978346676608,-0.4124585058344661,0.5193872011248104,0.5517153220739868,T_cells
+8310,0.908553984375,0.0811527197265625,4.438227864574303,1.836394754989316,4.834719215429912,0.2011442203293646,0.2339894357815958,5.336052341469434,2.199875125644376,B_cells
+8311,0.956178984375,0.1049298828125,-0.0888758563077469,4.534414202629251,5.439932391586728,0.5597667019727899,-0.0536311200378621,-0.3337155459725239,0.8478910333283589,T_cells
+8312,0.704116484375,0.091139580078125,5.121351340028576,1.6369403452586515,4.856627847203164,0.8285920041161147,-0.4031548863436823,5.671331565746522,1.82351585234416,B_cells
+8313,0.640896953125,0.173998984375,-0.1049358657213681,4.686450423509911,5.727451100520847,0.7257764332542096,0.0457163127140212,-0.0168709253989467,0.482142757675492,T_cells
+8314,0.730735,0.2549172265625,4.347318422544576,0.5735386815972703,4.9880593985597885,1.4314955111900238,0.6143520014679891,5.514739478752926,0.6035706558196471,B_cells
+8315,0.807217265625,0.093367158203125,4.871963153090232,1.6242456798529616,5.096511542223835,0.1422606803596133,0.4472033966972242,6.004468838039525,-1.2811089084077143,B_cells
+8316,0.82435109375,0.131960791015625,-0.969565192039803,5.085379999361741,5.5983410059660255,0.5922426542442205,-0.4306131922965446,0.1254252038188673,0.8082884320372056,T_cells
+8317,0.779845390625,0.1060820703125,-0.4449811299496919,3.6300388570402538,4.185040736675038,0.9109086911365608,-0.5522934507569804,0.3309705881823681,-0.7804547733722427,T_cells
+8318,0.8877484375,0.13377248046875,1.5310255804721464,4.224285064635764,4.928169799042022,1.551125242610243,-0.3750152649069413,-0.3712214271909763,0.0344698024969388,T_cells
+8319,0.91222046875,0.092136953125,0.7235887470134684,4.694102241745785,5.361808573695895,0.0167922040818146,-0.3214089025461256,0.4321249935714255,-0.107005409298283,T_cells
+8320,1.76897296875,0.22673458984375,4.122531582234431,7.38472545537594,6.137989970170143,0.8896151730219528,-0.4102148042989166,0.3265820951337087,2.563084260586656,T_cells
+8321,0.816847734375,0.174849921875,2.0497180903886365,4.536192074558013,5.391464541771655,0.8523898325072468,0.1972487217187926,-0.0288140931766552,0.8690593733568793,T_cells
+8322,0.776623515625,0.1360156640625,5.209286360149031,1.5299898515996533,5.060036257887747,0.6130502897720809,-0.3979775209702874,5.327718170561164,-0.1851564917390668,B_cells
+8323,0.8163171875,0.0896261328125,4.029082828533,0.4913901178125565,5.044958206744092,0.0561494626882796,0.629153480183699,5.400883459919022,0.0394906175307188,B_cells
+8324,1.005327734375,0.1689317578125,2.552197110729399,5.001538189739726,5.136791109928954,0.7703092026368881,3.0538475429957272,0.0124117542271474,-0.1643672848760884,Other cells
+8325,1.19611328125,0.405999375,3.878468722749605,0.6862920940438169,5.120834570861042,5.134835601515418,1.9192485285257344,0.1652464552979962,3.407980810258604,Monocytes
+8326,1.21805671875,0.12503443359375,-0.3781728185685614,4.231237814437486,5.204016415810532,1.163373891603842,0.1630141823266139,0.1594769997269856,-1.5834671592954634,T_cells
+8327,1.02530453125,0.15088013671875,1.8481447022637223,4.513467895448038,5.521226719432485,0.8915319606906235,0.3410329298424031,-0.4188220467076848,1.236555537037121,T_cells
+8328,1.11078421875,0.102530078125,0.1864801668089237,5.558914799955982,5.442461112929087,0.4404577669650765,-0.0597192827764446,-0.4117172496407437,-0.3679786469501932,T_cells
+8329,0.3325519921875,0.17916404296875,0.2031216603379042,-0.5360538569777664,4.442688789948532,0.3126784954878638,4.352626572216851,-0.9224378696569392,0.5572093692804918,Other cells
+8330,0.86510859375,0.1715121875,2.015077935826762,4.84217374740429,5.765502008389792,0.4259175125535742,0.0606374659824651,-0.096887080558834,0.1851939421734563,T_cells
+8331,1.274031171875,0.6506643359375,1.5809136917281503,0.8867641107520102,4.322156225672368,5.2023621758807215,-0.988286337304516,-0.577803997877943,3.199497104920697,Monocytes
+8332,0.7860815625,0.135677197265625,1.7220796457232426,5.178481887123147,5.702607126318633,0.6341879651417192,0.1609324232029139,0.3690730850126764,0.935958583573158,T_cells
+8333,0.918158671875,0.146879873046875,1.2320983396214753,4.460345203092035,5.756387175480588,0.6207794468816723,-0.3939522017592775,1.3101823577922156,-0.1832145724268714,T_cells
+8334,1.0503109375,0.106607763671875,2.2199463577824536,4.614810180976206,5.702317764303929,0.2028903290712186,-0.4108092119906443,0.0079196141397471,0.6836022595273291,T_cells
+8335,1.06154171875,0.488866015625,3.569884206374079,1.2190350518362838,4.647757707732353,5.200546843195574,1.6351716404415138,-0.5977229988426757,3.003289049089007,Monocytes
+8336,0.7829525,0.091563251953125,0.4283233837280655,5.303713966735265,5.559036702654425,0.3991347605369134,0.3659528929389063,0.1415927132573023,-0.7339568613417214,T_cells
+8337,1.49614734375,0.32290142578125,4.907375983458633,4.163426655017891,5.739879874157243,1.0184516297398156,3.068859760656639,5.417325300751515,-0.847465227122135,B_cells
+8338,0.765661484375,0.10830724609375,4.152490535830832,1.9704022089050848,4.807173575564421,0.4796765109096704,-0.0507971442661662,5.32843502481448,1.3301804769288252,B_cells
+8339,0.74442640625,0.1661520703125,0.3232305941181648,0.6204644526380326,4.135703717799638,0.3309616692991006,3.381477836302585,0.1315728991969445,-0.6052188183273163,Other cells
+8340,0.6171955078125,0.16400251953125,3.747573754539302,1.1576409856566203,5.141185728115202,0.7728798449151909,0.2343860837775855,5.625780729441618,1.5280719865535233,B_cells
+8341,0.974535234375,0.147272939453125,0.254959170484802,4.452764679397853,4.517858869764887,0.4622035401287249,-0.0175233940429267,0.0368190243172211,1.0824177987155348,T_cells
+8342,1.033995703125,0.124581357421875,0.3973718390636628,5.052987922477699,5.825585076097117,0.2562263930126822,0.0697293296440102,0.1755871665973036,1.434178699326049,T_cells
+8343,1.128588671875,0.1151555859375,0.2084848074402537,4.648239533693194,5.580982647587192,0.1626631254500505,-0.1193016797534381,-0.3749181673918781,0.0938189895114039,T_cells
+8344,0.992756015625,0.124712177734375,-0.5086854641154366,5.01757124833815,5.437985217729562,0.9881388437188496,-0.0974651773022799,0.8962845554902351,-1.4527637400109423,T_cells
+8345,0.83793125,0.09428470703125,5.012593083316564,0.8067380018925397,4.796516180988786,0.4425372788174934,-0.2802087587542395,5.222692121656726,0.4420332378684157,B_cells
+8346,1.37081859375,0.5269554296875,4.015201265408252,1.0730796010723758,4.83934922568626,5.488874110394892,-0.0502415885785852,-0.4769144214173774,4.176478885739819,Monocytes
+8347,0.95502875,0.090603095703125,-1.1788361572976425,4.438048548742517,5.191847930336618,0.6716090480640723,-0.0272009717381219,-0.3682712048499011,-0.925958873309806,T_cells
+8348,1.001532421875,0.130469541015625,0.6522553620254807,4.708194331055962,5.397231230434263,1.036561963460639,1.7026173369359023,0.9061666866997522,-1.5432897511175891,T_cells
+8349,1.063998203125,0.4691501171875,2.978480556367271,-0.2832706087435195,4.748718543895607,5.163355814635168,2.3959362781327496,-0.8866477663113949,3.78201142183896,Monocytes
+8350,0.889396015625,0.13722486328125,1.392834847885798,5.240170936476836,5.489072507589865,0.1001601155064635,-0.0756592487988741,0.6576019686443748,0.3661872352971684,T_cells
+8351,1.181287734375,0.31497404296875,3.9085966662707112,-0.2528382747410494,5.629435460577644,3.839530895209552,0.0285887346104499,-0.1045325241329803,5.132443555956534,Monocytes
+8352,1.31449125,0.358053828125,5.754650585120841,2.155706266447777,5.450530190186737,5.551493714473005,-0.6729838558817005,-0.578054042552399,4.58080672685343,Monocytes
+8353,0.76971234375,0.11445166015625,0.0448068512888627,5.2318034099142015,5.497596012889296,0.130887183640129,-0.2480066620437626,-0.1830123479440316,1.2505037714183165,T_cells
+8354,1.017625625,0.102463466796875,4.266240974271754,1.213162501114061,4.75554693357149,0.5087115974529486,0.0566696978043212,5.825052979955153,2.0794206158812734,B_cells
+8355,0.5994606640625,0.10511111328125,-1.1019537270218156,4.38471508439372,4.796844925408566,3.0036286494353064,1.1178147080643437,0.5591024342849564,-0.8180415285713878,T_cells
+8356,0.6323900390625,0.111274140625,3.5440069853427727,1.6157479707586138,3.4825555068742298,0.6246126801303014,-0.5533136329405702,4.538838519260081,0.8520774454504048,B_cells
+8357,0.9416834375,0.435068203125,3.1777230958420883,1.0793766494254395,5.149516235438036,3.2388671191717835,0.3038258168334391,0.1192932881370238,4.513100464024368,Monocytes
+8358,1.24841328125,0.105469365234375,0.4595876065011056,3.838807233947108,5.332407798737483,0.165590907077713,-0.342287275351023,-0.1446035026395527,-0.3320354000246612,T_cells
+8359,0.844445703125,0.07368267578125,4.661688752098773,2.207783898862406,4.708598770680412,-0.1787031664939586,-0.0530893101807317,5.720132525284316,-2.134316950220875,B_cells
+8360,0.857242265625,0.14832912109375,3.8587411272194414,1.0023518736701709,5.176886979598656,0.8054593776575851,0.291881924318588,6.251097778301243,-1.032095693737764,B_cells
+8361,0.85650703125,0.1182094921875,0.8747332490616109,4.155038949579936,5.45389249809409,0.106045735381701,-0.0123187523046113,-0.0543387095618643,0.3894565778154163,T_cells
+8362,0.96135265625,0.126603095703125,2.1248028477250207,4.547076281633472,5.270518226715924,0.2480973908780774,-0.6189577079674793,0.7379013853817434,0.721890535280223,T_cells
+8363,0.9612703125,0.146689638671875,-0.388437146438074,4.639591029955601,5.041111297439658,0.3006414783626608,2.6368769558341643,-0.2639310607566688,0.4573255901337428,Other cells
+8364,0.77826109375,0.16646533203125,1.1288390622476565,4.34505920221671,5.241924831326523,0.5648842851585338,2.945968745211957,-0.1405590217887421,0.729467202818324,Other cells
+8365,0.9821271875,0.11714072265625,1.63867612691802,5.286086715527489,5.314199416094362,0.5875691458273938,0.0889374485451036,-0.0575284763377846,-1.503611017742826,T_cells
+8366,1.1314609375,0.1099947265625,1.6950242445014567,4.442041471787585,5.1005443494952685,0.3928045902966172,-0.6236860169518901,0.6800456178618265,-0.0728931244018372,T_cells
+8367,0.81408765625,0.12055888671875,1.819051942364739,5.215393337332894,5.199230227424907,0.6431392501303529,-0.2095690538368684,-0.3306578348161249,0.006888153670154,T_cells
+8368,1.1328853125,0.127226591796875,0.9796225936520142,3.955797863684268,5.373236404361256,0.8846987718723867,-0.2202969169137245,0.5833613808861761,0.0018218203337538,T_cells
+8369,0.7113871875,0.12990423828125,-0.4122338105643776,5.356189575211229,5.542302399861994,1.2186501804065972,0.1316602925240425,0.7980329398920837,0.6906742102397478,T_cells
+8370,1.257736875,0.599017265625,3.073141266250873,1.8381728726421307,4.77008430065754,5.1821205508395405,0.0570001943703508,1.1643733884671046,3.76729752549513,Monocytes
+8371,1.499535,0.17297162109375,-0.0075242489457851,5.196788417305138,5.6107285242563725,0.5630255780956337,-0.1878088452368174,0.225842810736191,0.07307501957325,T_cells
+8372,0.71624375,0.1514568359375,0.8523949832683464,5.254086638863957,5.617213380817456,1.208712631181856,0.0137359755175786,-0.3999682900317408,-0.1537623190888247,T_cells
+8373,0.994665625,0.5119186328125,3.4714189375379827,0.9943806394441276,4.657898610096062,4.729813347397439,0.0576380011962954,0.7897798124434613,3.410092408778439,Monocytes
+8374,0.992978515625,0.11791365234375,1.5644187718062024,5.102233032737928,5.34368716499164,0.3474774067258939,0.0601681228794902,0.1906233661251291,-0.2193996915169094,T_cells
+8375,0.819870390625,0.064571357421875,-0.6318708435532334,4.819199632617012,4.92470972640084,0.4177067359662741,-0.0737499689599791,0.369777131761378,-1.2409993095861485,T_cells
+8376,0.793575390625,0.081075908203125,5.277774037228645,1.4123878289049288,4.817182456677432,0.3459426836309799,0.8358737778048236,5.445886085611527,1.5530887143444472,B_cells
+8377,1.95931921875,0.3048982421875,2.202998072640918,7.510574494568293,6.011566404931518,1.0874430179477954,3.045230095768152,-0.2629212314944257,2.5459819206701937,T_cells
+8378,0.67891546875,0.497478671875,3.318601967806006,-0.1563264648757912,3.2861535394643115,4.402258072463066,0.4490728405199862,-0.1018683528616069,1.81050545769404,Monocytes
+8379,0.91188828125,0.304431328125,5.110700325564027,-1.1382129279751638,5.926456181685397,5.214501790889113,0.2758162862011778,-1.6073500874519269,5.6684274327516855,Monocytes
+8380,1.099414609375,0.126681103515625,1.1484433478360838,4.820667131389992,5.619402186603056,1.3935565160364944,-0.0138574236545087,0.0208330589723675,-0.182258872038237,T_cells
+8381,0.839339375,0.139294599609375,1.4638919809881616,0.4482311574434126,4.468878598450962,0.242220475874328,2.769604972616376,-0.2374467196140997,0.3797092252254668,Other cells
+8382,1.1436196875,0.14536341796875,1.0935541280312675,4.495815941756891,5.402455443368842,0.8817054027935225,0.3679728836220983,0.2598184012602454,0.0099699812573962,T_cells
+8383,1.48047921875,0.377636796875,3.918249957675696,1.8254068911633257,5.022666456353102,5.3964842025980895,0.5913695677485199,0.2441816410200469,3.981178644216954,Monocytes
+8384,0.980114296875,0.143873974609375,1.6698319506004151,4.640298826582858,5.435738199999003,1.383794660065962,0.4061682864381082,0.0184727114219023,-0.141282748123983,T_cells
+8385,1.68361359375,0.152586220703125,5.134734081568161,1.0863237346693122,5.723493413934117,0.5495673780024157,-0.2710899287304639,6.674432965452566,2.5631431996202068,B_cells
+8386,0.58874875,0.128618232421875,4.696545876593,0.3381358510802946,5.045040204109118,0.9465508957883751,0.2841587870303522,5.784829671640303,0.6064400505116582,B_cells
+8387,0.6328137109375,0.1187951953125,0.2553075685572066,4.433355792407359,5.109774344316213,0.3744765086832182,-0.236088382141149,0.6179849386671796,-0.0347630631704427,T_cells
+8388,0.871350859375,0.10482306640625,1.2191573412656869,4.415873078770296,4.989512579987791,0.191792512868956,0.4237030675730746,0.0622884616199881,-0.7026979331812204,T_cells
+8389,0.81363921875,0.183289140625,0.3673679973558454,0.2462645271986943,4.791363712711898,0.9577700432795287,3.54034519737746,-0.1038291241371297,-0.5235206859672228,Other cells
+8390,1.20222421875,0.130967021484375,-0.7666920564108557,4.093993057321161,5.4384288859159975,0.9926768423485652,-0.3068178545832855,0.3610573073067761,0.2104590605753968,T_cells
+8391,0.38942515625,0.18078251953125,1.3136166065029664,0.9002018963476216,4.703596596967495,2.743232032471294,1.094124967477668,4.626835741016642,1.045191479859504,B_cells
+8392,1.126329453125,0.117291943359375,-0.444003192216264,4.965685011028714,5.2362707116999765,0.6167561460065443,-0.0061070609717662,-0.4781840302662384,0.0729106386934183,T_cells
+8393,0.88630140625,0.13187796875,0.4693010823883204,-0.2203134194718069,4.885524381945116,0.5753390002886103,3.4779619559588224,0.6481922879183749,0.1060527856365812,Other cells
+8394,0.775716484375,0.1433662890625,0.8721116061995157,4.98238008538107,5.497706893120269,0.1005875053527998,-0.2727192666445044,0.2493619638037447,0.190903660087027,T_cells
+8395,0.757172421875,0.158608818359375,5.264384258677488,2.5927543389009298,4.730871796882758,0.0905403879732221,-0.0012163236774279,5.743384675611531,0.1938260267581935,B_cells
+8396,1.001242890625,0.13958505859375,-0.9581336432420128,4.565946411317314,5.302849718824534,0.4564529469842574,0.2650709583675614,0.4122833574444517,0.0219417908350844,T_cells
+8397,1.3041990625,0.114700107421875,1.1419064882440184,4.801005691059035,5.635262633045309,0.9894255571807944,0.156542228215519,-0.5105782980779585,0.525798158963215,T_cells
+8398,0.750159296875,0.18475998046875,2.436089134343428,0.1410900193772723,4.3224181166628775,2.7522750336269497,0.630726239889048,-0.1464070578195656,3.028420001619557,Monocytes
+8399,0.6163781640625,0.165208125,3.656195434286569,0.6389416109395066,4.181438753066907,1.044145663025414,0.5960310743229439,4.348728704186993,0.2536823413401299,B_cells
+8400,0.65356078125,0.1526654296875,0.1136071548982761,4.326299430829367,5.421043377757449,0.5120695699514476,-0.1617373507452131,0.5903011278241213,-0.1162982149043766,T_cells
+8401,1.20836453125,0.135861435546875,-0.0799871306469264,4.422094070076455,5.876411547490288,0.4986697434151909,-0.0549988410819951,0.2671467553253834,0.0872071886766966,T_cells
+8402,0.810154921875,0.12502603515625,1.141751556894794,5.035881578981414,5.556261380340405,0.3969762803118528,-0.1797538512028894,0.5536983759398172,-0.6842446550544967,T_cells
+8403,0.99258890625,0.131267666015625,-0.332373456706854,3.907925460763269,4.78901575360222,0.8046360029348798,-0.0661440964559994,-0.2032403648891,0.7972716909345198,T_cells
+8404,1.1072078125,0.0612606103515625,-0.2818009728926827,4.341834809377226,5.079810644987976,0.3445334380880587,-0.0772649580699153,0.4178852779616852,-0.2195830400864748,T_cells
+8405,0.880339453125,0.1433416796875,0.5022678736342029,0.6120097297731447,4.571092694065424,0.3622610519505205,3.216684068654296,-0.1597486833480924,-0.0130037973945364,Other cells
+8406,1.61898453125,0.38859140625,2.9407141832517607,-0.6758091946956887,4.904808739335639,5.073194589631133,-0.264157434640053,-0.1652592242372792,2.410304682867645,Monocytes
+8407,0.920145546875,0.1160707421875,-0.9913978061405078,5.1515253651153925,5.493900956538483,0.4566736786719497,-0.3408404508017948,0.3554008764217478,-0.909917605636883,T_cells
+8408,0.862345,0.107728154296875,3.5390714120358866,2.377829068108792,5.331106435949198,0.0373110157046124,-0.2431834023599698,5.937895726346771,-2.523402191327847,B_cells
+8409,0.98920984375,0.122861474609375,0.6570356438140095,5.115907071671604,5.339285163581395,0.3430223799133927,0.0287954786367695,-0.1757321259669388,0.1218303578737869,T_cells
+8410,0.7730496875,0.20279216796875,0.0200474063072439,4.745015438959418,5.383778179197552,0.2976087598444202,-0.0816170218687673,0.1468179214568513,-0.7260684918419673,T_cells
+8411,0.780731953125,0.11249833984375,1.2553915032354797,5.224685948237388,5.300309989607999,0.0549060513641099,0.1144115616859488,0.0507478298289322,0.2977897886134719,T_cells
+8412,0.865372890625,0.164018125,1.203151754927057,4.130284162570564,5.169766157700879,0.5128980428434393,3.694197445846769,0.2705515635773082,1.5145388708438683,Other cells
+8413,0.886098828125,0.092366787109375,4.440139231988863,1.6581006093021684,4.873445656221766,0.0407244836142567,0.0008808304378405,5.999703151276616,0.5924520246965721,B_cells
+8414,0.899006015625,0.09428771484375,0.8191240801860816,5.450229974352714,5.316555115381554,0.39278685826588,-0.0396750789884267,-0.2848144034203463,1.442204138611071,T_cells
+8415,1.1283796875,0.116547216796875,1.1728770580644214,4.742714814147064,5.763475720854207,0.3966063421015485,-0.5015795830809449,0.1802694782103671,-0.1264312406626292,T_cells
+8416,1.160053359375,0.133472431640625,2.537097883353885,4.5824050747564415,5.343642701834065,0.3150566480861942,-0.3948552848721259,0.3625487040744658,-0.3314639728090013,T_cells
+8417,0.724201875,0.117722216796875,5.559482780086563,1.956953161904002,4.665736881324988,0.115786086943559,0.058797558904434,5.882682404879525,1.174843092042169,B_cells
+8418,0.747579296875,0.12099576171875,0.1337038465222925,5.041935265342322,5.5848978491498125,0.3096199516852904,0.4214965964531079,0.5177148078635635,-0.8926160474101232,T_cells
+8419,1.6595159375,0.17562826171875,5.756337724622612,1.6328338043736663,5.6461379782076895,1.3423386522951326,-1.140286070112085,6.447452091321998,2.684132578401736,B_cells
+8420,0.553001015625,0.10392291015625,1.0965831609273775,5.153776310588251,5.177863627511241,1.6904196380587917,-0.0810584031641174,-0.0248334596127018,-0.64381517511441,T_cells
+8421,0.696566875,0.122592021484375,1.020280548255916,4.226304372244004,5.257835342189396,0.4978317540506846,-0.2181591488980188,-0.0201815282579273,0.5842566963896592,T_cells
+8422,0.87589140625,0.107197060546875,0.52437865494108,4.432475606370229,5.239751884538917,0.6045841609115087,-0.526889581064279,-0.2203771329050709,0.7087780453962133,T_cells
+8423,0.917409140625,0.143434697265625,-0.4626039735810211,4.157677142010777,5.381328631086474,1.2861034997141638,-0.1038016371245322,0.8795149737973323,0.1875446921557586,T_cells
+8424,1.0880209375,0.116188955078125,1.5121510854726652,4.849636588223186,5.564606980540204,0.3100383569912641,-0.264964113287012,0.2240365179524039,-0.3305475916447375,T_cells
+8425,0.80766625,0.18436931640625,-0.3310328392145962,-0.091592384557483,4.633110315357316,0.5405568035566113,4.323651733228717,0.7515742525252868,1.2818444907884283,Other cells
+8426,1.2211171875,0.11780623046875,-1.6157479109618202,7.712452147217431,5.102313285422524,0.5351069717027016,-0.0713895735631799,0.0797488677433394,2.7265719655950105,T_cells
+8427,1.230916171875,0.16396291015625,1.7243317580914497,4.429804021538391,5.392514430595455,0.7772814958835508,0.3067708919554945,0.4174667574176674,0.3231578805572709,T_cells
+8428,0.883338046875,0.120537275390625,6.080031339186962,0.5317685687658985,5.223005472227616,-0.0278526890409506,-1.1019391383945802,5.553167163122748,1.8046171892709244,B_cells
+8429,0.757484921875,0.101398896484375,-0.8886845459340682,5.147719920848008,5.265499299488798,0.598060671030161,0.0825504933262714,0.2338389548711943,-1.4236567855077709,T_cells
+8430,0.9482053125,0.151199990234375,0.6534367411313919,5.481598819592745,5.777124976475096,0.9313990019532662,0.0457118763697551,-0.7830426767412373,0.3138190917943423,T_cells
+8431,1.000546015625,0.116265166015625,0.849171135386092,4.4574227728460105,5.032724320883339,0.9577925645641312,-0.0642330601263028,-0.0741075568590883,-1.16524453450702,T_cells
+8432,0.80690953125,0.087655400390625,-0.7737462834079352,4.929421769060698,5.182507544483454,1.0325234299295831,-0.1022885863253226,0.0025116647152116,-0.2133990084625601,T_cells
+8433,0.751899375,0.0642010986328125,0.7763595530134683,4.933891535419836,4.915067749352844,0.150750502073732,0.032592929948615,-0.1358199101457082,-1.4198705566525227,T_cells
+8434,0.951794921875,0.225365625,3.9752493092752257,0.7087721827635554,5.450016149464077,1.8342976783457303,0.5502826475076095,-0.8855168705707941,5.221179872771491,Monocytes
+8435,0.800254375,0.6462507421875,1.882473433034425,1.8879755836316765,4.318914805814301,4.778076886192237,-0.0652912351421236,0.935348615109213,3.737241564310462,Monocytes
+8436,0.769481015625,0.148489345703125,-0.7444648383024566,-0.5461881004619717,3.5898916576921414,0.1415496436476284,5.816016518490124,0.1536272905772371,1.0093743455106954,Other cells
+8437,0.615418984375,0.16720046875,0.8729761673009441,4.105092487310374,5.3872514753096485,0.2255132634880198,-0.3784897497211434,0.3042546826861866,-0.5332866408629611,T_cells
+8438,0.841864609375,0.08985537109375,0.3060965292790752,4.805445121458052,5.028223056841765,1.348532255283537,-0.0009202739597147,-0.6686241203330177,-0.353884358986977,T_cells
+8439,0.822213046875,0.937793671875,1.2892561573659298,2.4871653909651865,4.746215281077397,5.180984755731184,0.9879246043334068,-0.3737712551955859,4.445919510292835,Monocytes
+8440,0.99265125,0.06266423828125,3.387405998847345,-0.729525429852985,4.576796773436506,1.2231238615691051,0.4049285517451391,5.448066051753076,1.4033306154841572,B_cells
+8441,1.055110859375,0.082433935546875,0.2031874394458799,4.962333230812845,5.260570272051801,0.6418696641017918,0.0018992503800051,0.5593195628796366,-0.0480248997641041,T_cells
+8442,1.40430671875,0.148508544921875,4.264658489896607,2.140605993347329,5.7445340073624624,1.3181064093228876,-0.3306539783373435,5.485618396479646,0.7359949483622739,B_cells
+8443,0.68443890625,0.141942841796875,1.2243605395836568,5.435926379128693,5.329502879667823,0.8294946544086187,0.0256058685918549,0.0876593429481515,-1.1046091356893175,T_cells
+8444,1.55322703125,0.18254740234375,5.47045531747608,2.0625435402505063,5.559542922800551,0.4596500034914842,-0.7933601077744061,6.504652398971198,2.7349252239002766,B_cells
+8445,1.71997546875,0.371173984375,4.523099328017589,-0.0144601690159451,4.8635266653060745,5.66731960702559,-0.0403481772163324,0.711518025203928,4.196731355127587,Monocytes
+8446,1.163934921875,0.2220832421875,3.3223756941416207,1.5587253315775214,5.110390064153289,1.9967335358633087,-1.0245276642856014,-0.0257089396476298,4.613371407163484,Monocytes
+8447,0.89593375,0.1932653125,1.4270051469975802,4.681846578857157,5.711367371473595,0.6836788028875052,-0.2515246934603303,0.1204407685966169,0.6073007855442033,T_cells
+8448,0.92280265625,0.137991787109375,1.306731918768529,4.857991701723155,5.52673822236198,0.6946238970027883,-0.093889855641117,-0.1943651810006828,0.8057372830740076,T_cells
+8449,1.224034375,0.08618755859375,0.0747249134672991,4.739397913961248,5.105841365693687,0.2716970005681574,-0.2561421317529322,0.0161454984954032,-1.0603752981585612,T_cells
+8450,0.5898424609375,0.0956907421875,0.9980246911240596,4.741760244635096,5.502133046756756,0.3587027988682485,0.0495625142222591,0.2224390629177147,-0.2071443497393628,T_cells
+8451,0.94301484375,0.145127578125,5.487940902432138,0.880989960038122,5.019615435769072,0.5970095608235936,0.1652285322677594,6.297948959765815,1.884975343611781,B_cells
+8452,1.05459515625,0.107712548828125,-0.4429361111688181,4.89870249757725,5.306118835104542,0.2156267611427334,-0.0972412534730391,0.0553085559206331,-0.1660701759701246,T_cells
+8453,0.893551171875,0.096086201171875,1.8623349838051908,4.780501768253055,5.352290638281905,0.5843859610200702,0.2159084290375892,0.7466382057350852,-0.7044398160483962,T_cells
+8454,0.835628671875,0.132615498046875,5.275072625956117,-1.5387172839996992,4.982805530698434,0.0103027821134088,-0.1868832124504623,5.918744665421828,-2.0949302718910183,B_cells
+8455,0.875329609375,0.115998115234375,1.3415714339155007,4.709305887142911,5.557120877803802,1.3984442892908513,0.170085596600365,0.7003900615212136,0.3026366733730232,T_cells
+8456,1.00894890625,0.120869736328125,1.1126757774596725,-0.188544769476826,4.692993241418077,0.5941623814593532,3.72912151422031,0.3028249776455842,-0.3532928970077165,Other cells
+8457,1.0552121875,0.11554865234375,0.936963581645871,5.225567801586949,5.458473453743091,0.5405303301150466,0.1546164761495947,1.0386310946279056,1.051399430902915,T_cells
+8458,1.274586015625,0.28191546875,4.014258905106432,-1.122937855237736,5.140783244991172,3.544373073329733,-0.2297832689548688,-0.2028412773571157,4.461758291623809,Monocytes
+8459,1.92193140625,0.2730392578125,5.786991322643297,0.7806125025008102,5.86305010289349,1.3681808054774658,1.099701414795962,6.202074188166717,-0.4353655759287985,B_cells
+8460,0.9571665625,0.15043966796875,3.534912892035678,5.002080647769226,5.134262919620611,0.8782711083313162,0.4710525272129413,-0.1427742540495714,0.6199921666690462,T_cells
+8461,0.9345215625,0.096017197265625,-0.7835968434898617,4.567440760077293,5.674630245948761,0.1336802056198207,-0.4925726194711399,0.9159811678090336,-1.5164206145060106,T_cells
+8462,1.061026328125,0.081512783203125,0.2138525540277085,5.481238704550234,5.324580312603083,0.6763257989587043,-0.2708210467482346,0.2928602840507103,-1.1140468355760809,T_cells
+8463,0.800596875,0.15332853515625,0.0119447604007046,4.467929348529235,5.533277092464155,0.5200227370109463,0.0674637677506697,-0.6608503411050874,-0.7859485532957233,T_cells
+8464,0.7573725,0.166347109375,0.7832948788640897,4.592994585993168,5.037482853270567,0.5314194479948924,3.5774908698588423,-0.9690961212202812,0.1322617952754311,Other cells
+8465,0.864387890625,0.1118334375,1.985314328914102,4.737691184487593,5.162478868014332,-0.1619393003412074,-0.2461857288827693,0.1398719692437079,0.2551536431350477,T_cells
+8466,0.73534484375,0.104094541015625,5.092019856222708,-0.121373643393662,4.889284861791613,0.8751188175500176,0.1029927968635944,5.722514842220384,0.0594644541949577,B_cells
+8467,1.0426884375,0.11195525390625,-0.1791562711682386,4.532810633207288,5.3239525313679,0.8473913212097006,-0.1086142197587313,-0.492843628963427,1.2055458316834975,T_cells
+8468,1.00854421875,0.096961748046875,4.498491411495931,-0.422988120887988,4.74295138660705,0.2800801083377141,-0.2648265458575046,5.148916565621584,-1.6520082605640647,B_cells
+8469,0.748356015625,0.09026103515625,1.517961597031532,4.900215653750048,5.216195331515212,1.7515163043107511,0.5494325208210447,0.1743143971006619,-0.0478275879234876,T_cells
+8470,0.929014296875,0.095535322265625,4.621641299093847,-1.5150506647250652,5.034857306213496,0.2288780574592546,-0.3149704297197016,5.220013034412281,0.4232390201469083,B_cells
+8471,0.887064296875,0.1417694140625,1.1236684829397987,4.839952237731436,5.71665827287426,0.6026267048320038,0.1320445784593858,1.0108843502459537,-1.3016915680802592,T_cells
+8472,1.74838609375,0.2067060546875,5.587002929363076,0.7437748945206266,5.52470190821605,0.9396862909813218,-0.3325359804810509,6.385388289418692,2.1721476769613024,B_cells
+8473,1.081815546875,0.144499267578125,0.1973430840027201,0.252788028378994,4.126870267262913,0.5035935369879767,3.1344292543297594,-0.5157543626308606,-0.585861717854596,Other cells
+8474,1.059661875,0.143875771484375,1.2927311157879169,4.81547087854088,4.891036511735677,0.7262818333898162,2.0870006484730785,0.6960779534302024,0.1934040990921158,T_cells
+8475,0.760740078125,0.0777573583984375,0.1488705312324645,4.942794286696637,5.01995895259071,1.0640389032078976,0.0924102140040322,-0.2255244830775324,-1.0483827011264282,T_cells
+8476,0.5137608203125,0.19019990234375,3.833149848922147,1.240165294517488,5.214332563591589,1.3424079769576525,0.0003462123252904,5.567295377680408,1.6110376714112562,B_cells
+8477,1.117859921875,0.101889775390625,1.0502836541915697,4.958854016052221,5.529617253689955,1.484730235081868,-0.0677834593970115,0.8325269459298199,0.4408425663693936,T_cells
+8478,0.760860390625,0.14833271484375,1.2413709207750867,0.6227519397561081,4.874381354499499,0.2524470154011367,4.048048934501448,0.908569991896132,0.0362701528097924,Other cells
+8479,0.94093171875,0.127769091796875,1.2857260874562175,4.780015331819428,5.332786041803428,0.4044762996139118,-0.4057034221314533,0.1333894888885279,-0.1983643823589585,T_cells
+8480,1.140669140625,0.1400447265625,-0.2641069296632119,4.719331083360463,5.620373098482275,0.4020565330407289,-0.0439409289177959,0.1079687730988846,-0.016819380418624,T_cells
+8481,0.697141015625,0.17601771484375,1.424575634944702,4.607549499497331,5.462444121859774,0.3098209636940598,-0.2214741459343312,-0.4852590985881022,1.4901801335547045,T_cells
+8482,0.732794609375,0.0947869921875,4.519460116945732,1.1251414118393153,4.924624473039596,0.6384778729653108,0.2002359524280725,5.355163817834797,1.7128769624361988,B_cells
+8483,1.055698046875,0.13782255859375,-0.0448822897821103,4.416386282921238,5.807002621248724,0.5910992035319196,0.0408218602094317,0.8137887304996188,0.3157554096740435,T_cells
+8484,0.88386078125,0.11612474609375,4.495436394275316,2.203475386489594,4.944330760528032,0.7410339485662412,-0.1902204589103605,5.371119726527085,1.1417599296670955,B_cells
+8485,0.937667578125,0.122701845703125,-0.5784457455515525,4.51861363310861,5.209032375403038,0.5674986453197767,-0.0080543816942544,0.0373823244985266,-0.5978163635184434,T_cells
+8486,1.035587578125,0.3660589453125,5.820759233225165,0.6907807015302674,5.669795885778414,5.347131911278963,-0.3259939486957476,0.8400936985523225,4.317898157768757,Monocytes
+8487,1.085471796875,0.1451773828125,0.1072233012642603,0.8336218839922496,3.924708291138995,0.7241037399038993,5.372722283154926,0.5194870830502658,1.25436864371898,Other cells
+8488,0.979873828125,0.5180694140625,5.325808427211396,-0.2543376079467588,4.914598765826013,5.104275243286268,-0.8131410280529666,-0.7932954918499666,5.059213502454956,Monocytes
+8489,0.72301234375,0.137380888671875,3.9985379935966487,0.8048256974474765,5.122549522900874,0.8597248213655007,-0.0186049073926188,5.012667965957246,1.1753219294538553,B_cells
+8490,0.858186796875,0.105990263671875,-0.8059605560850285,5.209969079087378,5.232902838136731,0.7912243566436092,0.2585992045625258,-0.1288525569530512,0.9381162687282216,T_cells
+8491,0.765299765625,0.115147783203125,6.054510932785725,-0.8139581105239815,4.304600801103579,-0.2239524776668634,0.1612796885335478,5.628299376969889,1.8780154536889044,B_cells
+8492,0.76463921875,0.1356333984375,5.8008405957344245,0.6681566158375184,4.946450449311452,-0.3702588999982372,0.6664109574028925,6.076426294271664,-1.6861354073360049,B_cells
+8493,0.712811171875,0.168915546875,4.609471866258125,-1.093936184345849,5.437417017594376,1.2007682345050052,5.155532745260493,5.018696902064401,1.666902436187075,Other cells
+8494,0.898493125,0.13017728515625,-0.2650939631399707,0.744832178595268,4.8469340458340575,0.1799545019817779,3.329370739327166,0.2323508533017706,0.1700934796353579,Other cells
+8495,0.855143125,0.0948266015625,-0.5234832067253936,4.954295017769303,5.371517763018933,1.0465671813082555,-0.0682695132797381,1.5664009897802518,-1.141909009595386,T_cells
+8496,0.955928671875,0.2483908203125,5.26275009784487,0.3137469667406657,4.888163852268812,0.8548180470889891,-0.439210905478025,5.271583831425185,-1.389777070498893,B_cells
+8497,0.71653046875,0.0663170458984375,4.649642543591543,0.2922037354529911,4.74788886801482,-0.0376891096297906,-0.4460930123933291,5.890481234726049,2.0639176716391807,B_cells
+8498,0.737675390625,0.12694333984375,0.0070994041706758,4.571881802779532,5.15783832293856,0.1468608708705175,-0.4057742211847642,0.1272974955764634,0.6653746912243603,T_cells
+8499,0.79167,0.149620537109375,1.3313902062038074,4.55821819020712,5.183897433304563,0.1881031041906057,-0.4152385583920242,-0.5460032660771229,1.423762767836222,T_cells
+8500,0.76716328125,0.151043369140625,-0.840433005638576,-0.0303638150381393,4.175967592845487,0.1749377331510697,3.929683217966187,0.7735888689795555,-0.2032595873818357,Other cells
+8501,0.842336953125,0.140650830078125,1.3395995660327071,4.491501297832134,5.235460615382809,0.3299779034467014,-0.3069718030069532,-0.5414265811903767,-0.8513918857982603,T_cells
+8502,1.234742578125,0.128084140625,-1.0094728099203896,4.414925420870032,5.490500195374231,0.4225300838964053,-0.1812277600911346,0.1103234810636138,-1.4237597856112862,T_cells
+8503,1.3415740625,0.5414783203125,3.34694008616486,1.1017386447983388,4.522410517314449,5.218517640514481,0.5210380942315658,0.6740059307853391,3.2920634019425075,Monocytes
+8504,0.7981028125,0.1413799609375,-0.3410767569168388,5.334835479428356,5.543672502001004,0.3347859354010733,-0.3626742354114455,0.6955156214428089,-0.3178027782528805,T_cells
+8505,0.67712765625,0.096855537109375,4.551922997345248,2.1225683826818327,4.943133178356234,0.4606294108787013,0.0855779086227159,5.644261820980231,-1.4625343451407051,B_cells
+8506,0.76549359375,0.11533201171875,2.134061447132986,5.575880262352748,5.240424983043424,0.9168662819399988,0.0482166282430984,-0.7808248205742354,-0.593087666802588,T_cells
+8507,1.083454296875,0.1498185546875,-0.2297672811352162,4.468043542602308,5.489108289877615,0.9247362380633196,-0.2064817015431212,0.5265486518366281,1.0714080247918183,T_cells
+8508,0.969327265625,0.137761962890625,0.377381491082665,4.221523375420454,5.129305762293672,0.6535107111351637,-0.1335267279279109,1.3152651112087326,0.5219398351061864,T_cells
+8509,0.709383359375,0.11482732421875,0.9578257208737816,4.414227570393586,5.242734454099916,0.9761849176037442,0.1262108253196692,0.6870157121286156,-0.6053008938381147,T_cells
+8510,1.19974234375,0.13857328125,3.7932564487445,1.4668816984353463,4.625536285077349,1.719419520909087,0.0937374999024779,4.926372454569579,-0.9057254689270676,B_cells
+8511,0.83554609375,0.0794268359375,4.357642438794368,0.9217657643738622,4.824363379993117,0.5539399674194991,0.1986375469751807,5.560925720178375,-0.4026343268613497,B_cells
+8512,0.413206484375,0.1273226171875,1.3422490149913886,4.397246010524164,5.117425668806512,1.4001013768179995,0.1480899157188641,0.1647375182735152,0.8025845950685955,T_cells
+8513,0.84997234375,0.09992865234375,3.940882353845384,1.532554135969058,4.873897658857211,0.4013945221985523,-0.3246802959605112,5.428488472550968,-0.6840966160220032,B_cells
+8514,0.79539203125,0.121310810546875,4.64976665716032,2.476099478550472,4.895825035754826,0.3843633702021963,-0.2552344002178295,5.413644608237685,-0.6127640486779934,B_cells
+8515,0.85748125,0.162429658203125,4.591316425608125,-0.5011183946217169,5.576761491343676,0.2473606676032458,0.0820881774527537,5.642803869577302,-1.4637277898075058,B_cells
+8516,1.106613671875,0.16715244140625,-0.6601388652498206,4.585452853903745,5.195592229326926,0.5033489893159897,-0.4200377322544253,-0.1391728923365822,0.4332076986857426,T_cells
+8517,0.874970234375,0.133859501953125,-0.3348050683718417,4.233584778128197,5.083824857046751,0.4153564504822288,-0.3779013478189948,0.4673904846254845,-0.5092637958987405,T_cells
+8518,0.918475625,0.15009880859375,-0.1317189378357282,0.6151933859873917,4.283921008268153,0.0348744011286394,4.635563181219046,-0.6421639944741435,0.3675006009420143,Other cells
+8519,1.011685859375,0.155399482421875,0.5211315474423667,4.759515435468352,5.458268683870323,0.8053888171034348,-0.1111796911820629,-0.0354547524374216,-0.4122484708083735,T_cells
+8520,0.938112578125,0.08769560546875,4.438294671491117,1.367417978818777,5.132712382734049,0.2097914338841368,-0.1640245445314037,5.122636249744558,-0.4293681135843889,B_cells
+8521,1.239303046875,0.121185390625,-1.0828544867261232,5.241067855000915,5.51939341822922,0.2841952421035067,0.1843187028975013,0.6606184739362336,0.7307053385517952,T_cells
+8522,1.226860078125,0.146619423828125,4.640058317305054,4.874454232653518,5.381532637064851,1.2921252729306865,-0.0402358835620888,-0.2642655438716996,0.1198465913307043,T_cells
+8523,0.76638125,0.081446767578125,0.3754516877867584,4.180513064206076,5.050092788340573,0.4799839985068334,-0.2286578419331669,-0.4030966715730016,-0.0509702474008735,T_cells
+8524,0.81426375,0.1412593359375,1.4226632136071315,4.3480104024479065,5.288647406682993,0.9755065281988892,0.308015604988306,0.5415389908982324,0.4147577559227076,T_cells
+8525,0.978020625,0.119256064453125,-0.6066964298330982,4.84284388693672,5.11358073544474,0.961908758699328,-0.0609658985949972,0.2462572208853329,-0.7143697572272338,T_cells
+8526,0.90313234375,0.098826865234375,5.273451260968902,-0.2648936792297219,5.060552382547151,0.6159400760886439,0.0581715725172111,5.8996238675637525,1.8531044253739457,B_cells
+8527,0.933745546875,0.17431103515625,1.3578756268343457,0.4984505065278526,4.5237742602522095,0.4473088268681143,3.3350889805825465,-0.3077432388496947,0.3627513877431674,Other cells
+8528,0.914511015625,0.139738076171875,1.29667597019384,4.592411297163949,5.121853402202734,0.7559847800765201,0.3182794341555967,-0.6248597859339486,0.20593761021776,T_cells
+8529,2.0252275,0.881901484375,4.400526351851831,1.8204829872138608,5.380630451150795,5.956104772247954,3.139111789510642,0.8687709968008583,4.457866505995535,Monocytes
+8530,0.7315625,0.1027797265625,5.363538553276464,-0.1645509364279207,4.8288927646037285,0.1032830248253633,0.1100616310492418,5.780331458543455,2.26330995727459,B_cells
+8531,0.7631740625,0.106603564453125,4.636558364472535,0.8911220182143311,4.807451281003783,0.4294406779908016,0.2719916232055445,5.765965502676502,3.783839621922576,B_cells
+8532,0.70798375,0.1079405859375,-0.0733012138696836,5.295861198484128,5.477117736698863,0.1665853929130249,-0.2573773087267005,0.5307945727332338,-1.1060589449298237,T_cells
+8533,1.018459765625,0.114632900390625,1.6844575042206125,5.209052991478903,5.676843070613107,0.9826193736810704,-0.5003699998388791,1.1212735031636334,-1.3340521688178066,T_cells
+8534,0.841383359375,0.09362400390625,4.331482224882971,1.2995864086194495,4.492477369544494,0.5913436252424711,0.1680441517798772,5.648519099171049,1.1513464924587828,B_cells
+8535,0.857167109375,0.11635578125,-0.0478194973194206,4.980143223274024,5.519078694274786,0.5557069493339427,0.0845628242359477,-0.3943995856731043,1.2869629487322287,T_cells
+8536,1.10119859375,0.144912744140625,1.174260242100494,5.27768383550487,5.628956333365195,0.6538184686119706,0.2220214526506993,0.4007436624898085,1.0373285485518962,T_cells
+8537,1.025631640625,0.1077089453125,2.4673945569111946,4.861602088764904,5.630438207838473,0.450783944692297,0.3603650831736696,0.6631257163505377,0.4277777474945977,T_cells
+8538,0.65932515625,0.131377490234375,4.938591903212754,-0.0728408307606528,5.034680306089946,0.4948025679601048,0.3721225369244231,5.935472973220429,-1.8897241881528832,B_cells
+8539,1.48175984375,0.357751953125,3.713451404429048,1.8050208682840985,4.7012401322512245,4.515428292211443,-0.6118277178074987,-0.5622519803094723,3.4176782567961945,Monocytes
+8540,0.833228828125,0.092574423828125,1.4978995032575015,5.036933661088304,5.690238729537196,0.5067547287221971,-0.4957862605444653,-0.3614251755399966,-1.146336630003983,T_cells
+8541,1.35181984375,0.495855859375,4.838601181313364,1.4573562057006182,5.1518811554424255,5.713882272292392,-0.0485414134723367,0.1635568185229663,4.043577995411736,Monocytes
+8542,1.33237203125,0.36900671875,2.8686740024739072,-0.1304000985975004,4.658336573923442,4.939103931518633,0.9135352087373544,-0.3160966767308812,2.580941349963141,Monocytes
+8543,0.796623125,0.093955849609375,0.9993023856248324,4.144135892166384,5.097656365178811,0.7909754909539425,0.5527440844862351,-0.5440106291239485,-0.2937473299310442,T_cells
+8544,0.959046171875,0.12744802734375,0.2595519968096174,4.10710151850009,5.225869869476814,0.5397784910283119,0.6642672456167591,0.5996412285057021,0.9151622561017334,T_cells
+8545,0.94838484375,0.118893603515625,0.671875768187569,4.517174244132936,5.579380958088612,0.4275430370435291,-0.1909041402214787,0.1166965603403036,1.304827508155741,T_cells
+8546,1.125954140625,0.1012338671875,0.0845751251375236,4.1029351824419305,5.490167511423282,0.182677543725784,0.1950437874396985,-0.2456024637016125,0.1187014104852858,T_cells
+8547,1.11902609375,0.13657375,1.2042940520182757,4.662915308356884,5.05997273657347,0.4592208025356536,-0.3974302420391763,0.8330942750643828,0.2251842767892914,T_cells
+8548,1.110696015625,0.1361962890625,3.5274580492890126,1.3464190745811695,5.543430233175463,1.6858331958195787,0.305184792121712,6.06798740605947,0.7830591430015428,B_cells
+8549,1.20208875,0.5500249609375,4.175582206145949,0.5722142390440201,4.884922540479935,5.734779404474376,0.3496351316820608,-0.2112515663318765,3.8986646778742178,Monocytes
+8550,0.8410303125,0.15675091796875,0.6852737490331134,5.179992592616912,5.745177300147943,0.7391009058780276,-0.1428160186107811,0.1332507091906713,-1.394007717345175,T_cells
+8551,0.951217734375,0.109093974609375,-0.6572332015271114,4.638397747555528,5.366873843448376,0.7165901363978947,-0.005888878444641,0.3546517319025243,1.3486212446467294,T_cells
+8552,1.059691796875,0.149213662109375,0.8582051525855219,5.273066833265592,5.534583606483357,0.7310020706685322,0.1407110979005855,-0.0423086778534595,0.1155028672460652,T_cells
+8553,0.6707071875,0.11140736328125,5.185498040274293,1.1226040961758688,5.033076679074615,0.1584314942036669,-0.0096319263417814,5.6067026843426495,-1.6741239276510853,B_cells
+8554,0.891215,0.15635724609375,0.8125998166684852,-0.0509574168494356,4.223809051442955,1.1209740680790834,3.117045832502987,1.058226399582766,1.2482681327638396,Other cells
+8555,0.75192203125,0.161948984375,0.7953611732106705,4.4976694725237145,5.537898526294935,1.0655589764001847,0.4744866173048701,0.8969608777055731,-0.4899214301547369,T_cells
+8556,0.833874609375,0.109185791015625,3.963540372968424,0.6999437431918245,4.392480777815707,0.2520501577332065,0.8736675249878354,5.882496051834866,3.7780931593342593,B_cells
+8557,0.875807734375,0.0660470068359375,1.5381160777938951,4.41376236643556,4.773125130368059,0.329649153271722,0.037730427407754,-0.4393082277467723,0.2179340641687814,T_cells
+8558,0.86689203125,0.0840001953125,3.85003082662408,0.7558636754414029,5.088505267494693,0.5574766467982097,-0.1264924081171324,5.43127097737734,-1.9830664899794288,B_cells
+8559,0.952585078125,0.112471337890625,-1.4955447759932594,4.692144685986221,5.845289413177515,1.2170970364334452,-0.0998985061504035,1.0891425871980138,-0.5741825058850084,T_cells
+8560,1.17487640625,0.396266015625,4.033029719286935,2.1905168301661697,4.665697556466967,5.2520069357070645,-0.1245205873543419,-0.5194654348241847,3.873561565532646,Monocytes
+8561,0.872975234375,0.0789599560546875,-1.715429354028051,5.110940765353182,5.302116792095088,0.1817680265258271,0.0412973846434122,-0.0691841737096231,-0.0348144768291902,T_cells
+8562,0.83121390625,0.1182676953125,1.3928702191801992,4.713050411637887,5.525797619912341,1.0429335473659582,-0.1891597768817609,-0.3918122662486576,0.0093906995746198,T_cells
+8563,0.83623046875,0.139837099609375,0.7537974363373197,0.4191141271573171,4.790287197074899,0.5778554285205529,2.8519175309365354,0.1098560333132114,-0.6250198575322525,Other cells
+8564,0.846699765625,0.15879365234375,-0.6477565982048217,0.4526806827981073,4.338993026787435,0.2745513097072875,4.293032078159759,1.3286524734731746,0.2914358827523627,Other cells
+8565,0.781937578125,0.23915189453125,3.558654376017853,0.8615366432291237,4.213549287573941,1.079108739087184,2.847393982646545,-0.983194772047289,3.4625078385175603,Other cells
+8566,0.87765390625,0.085390625,-0.840194290942186,4.773809312263389,5.312885996708328,0.6673265215227296,0.408218196724207,0.3889409596638918,0.6082187423530706,T_cells
+8567,0.68959953125,0.089133447265625,4.279871696456727,0.6628445727446601,4.944901054516166,0.340950983572702,-0.2296594242406627,5.404459323243495,1.214646035507522,B_cells
+8568,0.8608578125,0.1354827734375,-0.6804532440454983,4.952601400732881,5.717222029114937,0.1652401135358351,-0.3611533881384042,0.2089591349761239,-0.1901355593600519,T_cells
+8569,0.679053359375,0.140303974609375,0.3011760860684985,5.146354727922821,5.481494356456984,0.5693783263058937,-0.4470983305036354,-0.1372044465684343,-0.47173854789445,T_cells
+8570,0.98075265625,0.14400298828125,0.8483053567416917,4.762568059412125,5.646822153250382,0.3723954060336916,-0.2829686893667472,-0.310971663203648,0.6257266196930733,T_cells
+8571,0.7303621875,0.110211357421875,4.263688700885901,2.202136447447198,5.047505070850695,0.2465201932105009,-0.0542416643157433,5.962318129519267,1.5925743106123604,B_cells
+8572,0.909752734375,0.13589384765625,1.0222225489490075,4.23233214450719,5.5671460480978885,0.854261777371493,-0.3032860059150217,0.0285067504766004,0.1422593538827876,T_cells
+8573,0.7194440625,0.16154630859375,4.769382999078059,-0.6289343983002971,5.222904462546513,0.1269967970101007,-0.273240203232604,4.95909979494126,0.2614129875676345,B_cells
+8574,0.964346328125,0.108598896484375,5.0501675791658585,2.510469172463362,3.92072652594238,0.9010747689364764,-0.0208862331993049,5.5018726259512905,1.5126716522175312,B_cells
+8575,0.94223546875,0.155352685546875,0.4909666211909528,0.1194316464702344,4.96543092182381,0.1015157687847658,3.534249570327608,0.0473728198183979,-1.040732146406987,Other cells
+8576,1.3125428125,0.23815912109375,4.288796413714141,1.8365296774662008,5.0237517983173445,2.9620616343171613,-0.3130387768310395,0.2186682798530783,4.319593440876949,Monocytes
+8577,0.9827028125,0.132240439453125,0.1277133079630185,4.87868871651308,5.525752058230166,0.18914445353395,-0.2639771076442474,1.8229643285166128,-1.623355745422225,T_cells
+8578,0.85204265625,0.1195519140625,0.3465251185259076,4.531455100827983,5.584350533986525,0.6852477180665963,-0.2474012227619159,0.1357337436559856,-0.0873161424322891,T_cells
+8579,0.706810625,0.133213798828125,4.001183458811211,1.5289642060514002,4.842674949687446,0.2863888178081954,-0.1333560985539014,5.2117107755153365,-1.6105451523276912,B_cells
+8580,0.9268446875,0.094768388671875,0.2064162587699057,4.416081964409581,5.541381441498662,0.6526358584072933,0.0694091882571597,-0.0655958828397848,-1.2926742499154238,T_cells
+8581,0.9265590625,0.123176513671875,0.7556938908029265,4.88974855118333,5.468456544696913,0.9375387536837632,0.2137695243661287,-0.2329200729558056,-1.0951680251696834,T_cells
+8582,0.87480171875,0.13240185546875,0.4399817531959717,4.324000330782967,5.334251282644464,0.5928056182512059,0.2949071962936606,-0.012569790196199,0.8772896402779478,T_cells
+8583,0.9424203125,0.1118634375,-1.680290671425082,5.8667205556166815,5.6689565087677485,0.4393613457047025,-0.3668476970676836,0.3260639644948291,-0.4754875551452661,T_cells
+8584,0.854303125,0.103160185546875,0.637389383452549,4.874171481086138,5.188203097648036,0.5541250200409522,-0.011682203586319,0.1217297791239625,-0.6404126994942596,T_cells
+8585,0.6741525,0.105024697265625,4.53803153187274,1.0194156298882693,4.529970695257433,0.508086501643197,0.1205895787466931,5.185784197425497,-0.5376865209268187,B_cells
+8586,0.879835234375,0.17551064453125,-0.594273783726771,0.5626747987174212,5.018411282144367,0.7428331907920466,2.025318132141644,0.3087658150045855,0.4677218023588324,Other cells
+8587,0.872902578125,0.09782169921875,5.125690413950728,0.0882537610715418,4.785974187292623,0.3285626425403285,0.0005924160500663,5.620747605255812,1.4414080716810496,B_cells
+8588,1.4471334375,0.569791328125,3.9657838162936,1.4496228799322295,4.9596421356857805,5.630605167384982,1.6819858895578712,2.8223779185738125,4.001285266610404,Monocytes
+8589,0.926910546875,0.153449775390625,0.0810814841769151,4.468373901134286,5.22126319235187,0.6147856378648783,-0.2610859157313569,0.2592903076149743,0.0705350099887484,T_cells
+8590,0.837953515625,0.081346552734375,0.8929063450167557,4.870410519405584,5.008661304858784,0.9425559177144992,0.2102463824470841,0.5014542031394278,-1.296635091907328,T_cells
+8591,0.77715234375,0.1898104296875,1.027452522594805,-0.1606110054660121,3.769470888458507,-0.0086531345146043,2.655746651046697,-0.2225759101553313,0.1738214135255078,Other cells
+8592,0.930025390625,0.088199697265625,5.246425266341974,1.004858220905834,4.753885407946604,0.3766870661547831,0.1354989312444479,5.653643114225212,1.5219229328240038,B_cells
+8593,0.939912890625,0.1809721484375,0.1449400638270344,-0.3245498346931108,4.111105297131209,0.9081360326701616,5.386394241924744,-1.687208972339782,1.7123910887037943,Other cells
+8594,1.27357390625,0.2986443359375,5.218521552915202,-1.073677816855383,5.513151730192623,4.897689502216937,0.2037893194430247,-0.8837749849455347,4.793217637844801,Monocytes
+8595,1.08588375,0.122437802734375,-0.1275680815042797,5.163556014908518,5.531354624135022,0.615758825123491,-0.1632835960866711,-0.1452332520172653,-0.6599567517151816,T_cells
+8596,0.79748640625,0.13359486328125,1.0614185617390572,4.222513643525893,5.259479495488196,0.4811395393423827,0.1903863200046301,0.086194941060654,-1.0415113053517335,T_cells
+8597,1.016733515625,0.131285673828125,-0.9327129717803082,4.492021377318745,5.6715800173950734,0.2544849111242732,0.2803028437295118,0.8115602704583014,-1.07821084566792,T_cells
+8598,0.655664375,0.131713544921875,6.158129077207669,2.094266167344016,5.154119306576263,-0.1732375760444218,0.5108040558424413,5.890048595102814,1.0447399044686847,B_cells
+8599,1.022678515625,0.403102734375,4.04677430414241,0.5996685800307435,5.0243840462118605,5.189889593518892,0.4153734037689022,-0.325180718031171,3.5139786612926587,Monocytes
+8600,0.774024140625,0.14042638671875,1.0462751942429884,4.692203010861416,5.6545349898938735,1.0162435077636902,-0.2741490526263466,0.3750435246244543,-1.0123793383203554,T_cells
+8601,0.995348984375,0.145923310546875,2.1309198839957,4.590836652881508,5.601301170488067,0.2083887035586876,-0.1755766339429317,-0.7753209177118437,-0.855772369148103,T_cells
+8602,1.226713125,0.16226943359375,1.2999862661006436,4.464230743335907,5.15951512493144,0.1733625503385689,-0.142115093351005,0.2793465149911115,-0.1543268481720184,T_cells
+8603,0.866321796875,0.178977421875,0.9462289793232914,0.1586177488381314,4.495559289414524,0.2821742848305688,3.978998328021391,-0.2921964475741381,1.2690080387139042,Other cells
+8604,0.995890703125,0.07050154296875,5.126133057670798,-1.4740046670826006,4.652759979827169,0.3675214015125946,-0.5645355562679938,5.145254797623747,0.5031239670891189,B_cells
+8605,0.889363203125,0.08558265625,0.92394306456799,5.443646265106826,5.287310128302485,0.5296411419818282,0.2561534808853469,-0.1910274862557725,-0.114400101364486,T_cells
+8606,0.829825859375,0.0892138671875,3.2387897266910626,0.7480871292462236,4.920407110140893,0.4217658996266761,-0.1130970297717374,5.3481130495312,0.5187611766268214,B_cells
+8607,0.8107059375,0.1841484765625,-0.2519052290483037,0.3596361834313014,5.117885506542568,0.8164128891642376,4.100449399820976,0.6284240543917621,-1.1019896779906606,Other cells
+8608,0.848758125,0.160113876953125,1.5394538379610807,4.824847292638548,5.347618359512883,0.8534347104114234,0.2547355484179796,-0.2411651102419213,0.2835503592124804,T_cells
+8609,0.76931578125,0.128786865234375,3.874338154632328,5.192732700317492,5.483128931620927,0.1078040753775905,-0.0181064805059995,0.7451057361151724,-1.3488182201356216,T_cells
+8610,1.1698271875,0.4431753515625,3.6891939717620135,2.3291561140258032,4.257730489485362,5.075662744879393,1.0955195309961614,0.7880686129410334,3.3091321094126744,Monocytes
+8611,1.5226571875,0.27965396484375,4.3723747185327095,2.241075793318421,5.198916614357909,3.265573116635841,0.0771912708877989,0.1036482596767658,4.373062920526906,Monocytes
+8612,0.855139921875,0.1768560546875,0.5226018919884339,4.3891624108982645,5.106356452293073,0.7610095016989806,4.5080578748798334,-1.7384186675001916,-0.6604134022037383,Other cells
+8613,1.09965484375,0.17203546875,3.332409764629361,1.67989246885632,5.183967458910773,1.6150942525283825,-0.6368895401199668,5.378921053154224,-0.5510100568257528,B_cells
+8614,1.168349140625,0.138884140625,1.6676334146382747,4.320165638046238,5.518669391404565,0.8579748907080471,0.3500952438701196,0.3277582885369212,-0.7161619441593892,T_cells
+8615,0.636501484375,0.124973212890625,0.5697145493789679,4.92536346835611,5.848248432173493,1.825102052396432,-0.2933477426745512,0.554965854371646,1.0989241963485552,T_cells
+8616,0.79616796875,0.13377248046875,5.805333767805399,2.4348319629703563,5.043451590498614,0.6785059682870379,-0.1953823336397604,5.7221722671106034,1.0727551011712575,B_cells
+8617,1.00606453125,0.1668121875,2.1567674122008205,4.612729749222356,5.375930597979638,0.6444482598573532,2.827585282467592,0.1081719839945839,-0.9044061070883572,Other cells
+8618,1.205062421875,0.118311513671875,1.2208034874153115,5.027835412639107,5.801225934659837,0.910713334864094,0.3141346421097606,0.382226660479047,-0.5492082803209558,T_cells
+8619,0.878213671875,0.127995927734375,0.8396299629479225,4.954464862676754,5.465739625704998,0.0455268005842838,-0.4879269029820479,-0.4133153223386466,-1.09399059897587,T_cells
+8620,0.664890625,0.133645263671875,4.948507503913933,1.3667401639988317,4.878340549233668,0.8682245602117836,0.8584710745029118,6.080850794850884,2.6956098559923576,B_cells
+8621,0.9310859375,0.1206705078125,4.7044838850590684,-0.4511585617281989,5.035540714376427,0.077332788731035,0.2219925434923884,5.626226424898373,0.8887186491269954,B_cells
+8622,0.9996746875,0.134673837890625,-0.1186434826812374,4.627378484982919,5.297199947297391,0.0349782138401649,-0.2924424178583878,-0.0416259835021287,-0.0059948283617522,T_cells
+8623,0.905195703125,0.0634125634765625,-0.0808666488588838,4.503630267029483,4.837186498873822,0.816428145384199,-0.0967378582852483,-0.2546710621419406,0.931321310008452,T_cells
+8624,0.3206141796875,0.120555888671875,1.0153465604967842,4.986264609931598,5.296128804156472,1.5232148190098889,0.3766154466932532,0.4562904052822646,3.0155948596209505,T_cells
+8625,1.008174609375,0.1045128125,1.234662579442772,4.315124761084661,5.311527333717891,0.4349509260178742,-0.6260456075650143,0.5231056532310849,0.0290541532336773,T_cells
+8626,0.67591484375,0.124672568359375,0.682954082077152,4.794047251221189,5.306269762513847,1.4853863459915473,0.5056645190668719,-0.4171604300026456,-0.2309158055335619,T_cells
+8627,1.3733809375,0.144810732421875,0.829397488155345,4.880518917204981,5.620242409219046,1.2442865372482048,0.6215812789573437,7.653549337063373e-05,0.6543268712271552,T_cells
+8628,0.783240390625,0.21070474609375,5.6720288644284205,1.3593547997886288,5.188962129148927,1.3961716030793352,0.4606336921337494,4.699177958654755,-0.2552911353653758,B_cells
+8629,0.773087109375,0.13442900390625,1.3300977000027432,5.025012551186555,5.535636726960132,0.2392689830893649,-0.3495961527856625,0.1979422062947542,-0.7602484188234502,T_cells
+8630,1.2765953125,0.4100517578125,2.7703306233378955,0.3725469506657493,5.093615493457309,5.646281796856262,0.9311841171681916,0.1411966968459543,3.97841448788998,Monocytes
+8631,1.11001703125,0.1374012890625,0.5834228845833188,5.73756814434613,5.559737531294297,1.2353219690832211,2.8528962212000275,-1.085378283784868,1.3102024844422802,T_cells
+8632,0.846695078125,0.107382490234375,0.6891573090886731,4.617328952350892,5.512768080270183,0.4687583030701183,0.1063552501308642,-0.2798608034213165,0.2603548225184591,T_cells
+8633,1.055465,0.3262115625,4.768901915328249,2.259602147430798,5.602585645551558,4.247809006508015,-0.5175424740816387,-0.0956175392424228,5.253137501439579,Monocytes
+8634,0.9131428125,0.20773517578125,1.4265930478726505,0.2255374068213236,4.766563381461848,0.8062803683651832,5.586935002497176,-0.6260874943870413,1.918400111676836,Other cells
+8635,1.54284890625,0.19044052734375,4.742545121141252,1.7210137168471995,5.502446365998385,0.6373548084164367,-0.3851675281311661,6.383783304423206,-2.372447030191579,B_cells
+8636,0.6468369921875,0.118769384765625,4.022473204752382,-1.4940875352009593,5.022604729577371,0.5797982896160843,-0.4820038041706118,5.511222145120013,0.2294772758618064,B_cells
+8637,0.935924765625,0.129687607421875,1.201787902203113,3.7344004800299504,4.718084762899967,0.2972124222319056,0.3144329151901074,-0.0716802945790413,-0.2748755981633169,T_cells
+8638,0.989417890625,0.101206865234375,1.179903857325399,5.600666940238889,5.58804854559189,0.5406199913607628,0.0464989222173188,-0.0977825984739926,0.050865920870292,T_cells
+8639,1.7250575,0.328532578125,4.954912703854162,3.1751168560140464,4.956411763373549,0.4268224465766466,4.76965591878885,1.0484149806902772,2.6248968175982905,Other cells
+8640,1.242835390625,0.122677236328125,4.890809232979405,0.428315829582163,3.8670678134667087,2.2579588440978844,-0.206424298346279,4.604712929136852,1.0771695320028805,B_cells
+8641,0.684174609375,0.15242359375,0.8272101662190617,-0.4127638366339878,4.783515172663888,0.5705505612628798,3.4916839549756253,-0.6675298042207439,0.1233782661013725,Other cells
+8642,0.5067946484375,0.154127880859375,-0.7850375105927099,5.334161678465059,5.665292013601744,1.8104653384979643,0.5257543123006085,0.9117037596288312,0.7244633726471486,T_cells
+8643,0.85461453125,0.08625296875,-0.0372346763631585,4.758606293915079,5.100256980600479,0.7519229979033484,0.2652781599774592,0.195995223766997,0.6842233483237052,T_cells
+8644,0.866168671875,0.126830537109375,0.8784886714793201,5.870734894975403,5.699457279600375,0.215406784430562,-0.5270431171402272,-0.3582505578842438,1.2700816474416057,T_cells
+8645,1.05295109375,0.237265234375,3.674695413228737,-1.1664180467564509,4.32160776730891,3.234417409458426,0.2122006774017807,-0.551172047692082,2.7764270111802416,Monocytes
+8646,1.02233390625,0.1638675,0.9756898637341268,4.8057457818592,5.6802740536836085,0.9078663969232196,0.1857748740214869,0.2915456934264537,-1.3592290096735062,T_cells
+8647,0.734350078125,0.126659501953125,3.2556797309182044,0.5377658077516454,5.131564366986612,0.6225954117540573,0.3077259661658839,5.696164550336489,1.2673360916793204,B_cells
+8648,0.92258703125,0.1237226171875,0.8200652785748508,4.440736007093688,5.23402560115612,0.8062759231997563,0.2031909458404762,-0.2666619391277083,0.2155027743394365,T_cells
+8649,0.797530234375,0.4198862109375,3.5947749735550123,-0.8313340176663551,4.7236560995191095,4.492575536072857,-0.3543784226076311,0.5209250989160794,2.551624369025601,Monocytes
+8650,1.76388984375,0.15825357421875,5.918831779578903,1.9586739194130416,5.462513681603724,0.7267649211191503,-0.1177110877242598,6.097687154027521,-1.5072164822466592,B_cells
+8651,1.233003671875,0.147259130859375,1.7441573658147136,4.683593055429338,5.6381016252937,1.0583863026146303,0.119138793835727,-0.2299951794491049,-1.2290194902803702,T_cells
+8652,0.5628501171875,0.12070951171875,4.554163740556765,2.5125404376687475,4.991818319747598,0.1856502514670804,0.0983785258742153,5.449012807052588,1.2437824937651762,B_cells
+8653,0.866472421875,0.0733886279296875,4.270060317232236,-1.0956445874913625,4.6187874292414905,0.9234692870258436,-0.3841833294896358,5.944036474576066,-1.5620714084935627,B_cells
+8654,0.536405625,0.143259462890625,1.815542588443907,4.708051142902183,5.244535012969702,1.6986592239656504,0.3456385898099892,-0.2445159063491388,1.2474962856227385,T_cells
+8655,0.7628725,0.120690908203125,5.128575741189909,-1.6571962138665226,4.60262413836298,0.5355691601795061,-0.2583241490074382,5.492614868709975,-0.1884010244895685,B_cells
+8656,0.889323984375,0.14172921875,0.8412147394442632,4.836252514432435,5.755290766589585,0.5016388408113971,-0.2364362163490214,0.1447000815506125,1.84953373899116,T_cells
+8657,0.700083828125,0.108297041015625,0.7269886435413513,5.189769183297285,5.462149330162556,1.2955309681879814,0.337196169558601,-0.2566650317776692,0.2021446611552492,T_cells
+8658,0.66531734375,0.68617890625,3.2771798935988845,0.7278533569210285,4.795550278527663,4.896697444791898,0.1348654337679778,0.133403203800221,3.399369396128339,Monocytes
+8659,0.952305625,0.159770009765625,-0.774597487938802,4.832194869507498,5.496037500350973,0.7028052949178182,-0.3673862391857931,0.1790956783913916,1.2430742933250598,T_cells
+8660,1.192926171875,0.3873282421875,3.034887178210522,1.5330285842022695,4.698301986907016,4.805970919003254,1.076516089642827,0.6066677281416595,2.239848703554575,Monocytes
+8661,0.67028828125,0.099571591796875,5.63448884162908,2.011183719569316,4.758268591962718,0.4523099849699782,-0.3483164781294937,5.947360373009821,0.042704725972202,B_cells
+8662,1.15393546875,0.80871078125,2.794772256925626,-0.3141274858619028,4.645930542429475,5.123061970517743,0.2474995051897016,0.2242514611070616,4.323624118506279,Monocytes
+8663,0.5042673046875,0.1211751953125,5.049801077230261,-1.6832614436895392,5.151656257256745,0.0406419179798148,0.7957465742332632,5.94407480888126,-1.2625361461036877,B_cells
+8664,0.788614296875,0.08194845703125,3.649026283495756,0.1057907282592049,4.592030204859273,-0.2269655611365905,-0.0471968642581663,5.555421208452697,0.2893142749326067,B_cells
+8665,0.9698946875,0.0516206005859375,1.1280707544256283,4.913315937803587,5.294135488650244,0.4287857317963959,0.0876101072078158,-0.2847267371211271,0.0474920293742151,T_cells
+8666,0.855912734375,0.0812727392578125,-0.0522897719274152,4.692753269964015,5.332970805755939,0.0303377988590131,-0.2742849181663152,0.3168253340085551,0.16364474126482,T_cells
+8667,0.912926875,0.099911845703125,1.306969512585308,4.381965175053444,4.995713751552942,1.608466507857229,0.2632054021905342,0.5339543900081876,-0.9376180836836792,T_cells
+8668,0.975263359375,0.149169248046875,0.9947529417046672,4.764623928568005,5.348791231516854,0.4459754852658613,0.4200729535021281,0.0465193256915345,-0.7147314789679123,T_cells
+8669,1.275554453125,0.4089271484375,5.278310647484657,0.8814251491354586,5.051570615090135,5.026057061617186,0.4055011839206956,-0.1974358966160193,4.584187606775888,Monocytes
+8670,1.046160078125,0.135167119140625,2.784563433695112,4.657510619543023,5.647190380068967,0.9687690568432664,0.0329541823341548,0.781075022242679,-1.157141773662239,T_cells
+8671,0.929596875,0.1162645703125,0.0834373437220771,4.272398574966957,5.524770611534337,0.5887565693103773,-0.1981362261410096,-0.0564624393667256,0.7839423797219963,T_cells
+8672,1.015632109375,0.158173154296875,1.0608720524375883,5.196324101871299,5.380723392778182,0.3251729934552301,-0.459855774243542,-0.3460899363025649,-1.2746813786295357,T_cells
+8673,0.715516796875,0.120459267578125,1.411490028755932,4.476210617903725,5.601353900005145,0.6322447488803105,0.1980072929873603,-0.1892486855483124,-0.8415740040183918,T_cells
+8674,0.883104140625,0.132730712890625,-2.2086363806293043,-1.2997070179444603,3.451874638852958,0.5063310819904218,6.240866617643539,1.9581690165788808,-0.9032856076316422,Other cells
+8675,0.949409375,0.0960730078125,2.3584162408907545,5.064252120187511,5.518681983598793,0.5581873947338463,0.1892202076043962,-0.1321308182591719,0.3928557285574752,T_cells
+8676,1.080676484375,1.0850025,3.052217596604424,1.49154816572877,4.662381527707433,5.071458294864318,0.2262661524782713,0.6594697518784874,4.951152107664797,Monocytes
+8677,1.144723046875,0.5083756640625,3.39105970187048,0.5404003696183995,4.881922830606237,5.341379566161622,0.4650250894972967,0.5742536649820354,3.22545333429206,Monocytes
+8678,1.2003790625,0.29277025390625,3.725774457919091,0.8178701415691911,4.603441363068463,4.58891182449206,-0.0490773939778407,-0.3190803744520575,3.544643500977006,Monocytes
+8679,1.2101146875,0.097800693359375,1.380223136236297,4.399884429944876,5.24460458868118,0.6618192429672187,0.067540115443099,0.4397143526507143,0.6807345390386565,T_cells
+8680,1.121728515625,0.127886103515625,-0.6832684809416906,4.876233681479154,5.565296181314033,0.3246892656296012,-0.1866029882229273,0.0062295482897736,1.055321580019975,T_cells
+8681,0.66080078125,0.1871123828125,3.0437901628422144,4.860333587811611,5.51054313567726,1.6888447679841097,0.2048208111098878,-0.3287718135146072,0.7917269084497796,T_cells
+8682,0.6315522265625,0.075771025390625,-0.5196696186679381,4.660718709907834,5.076946531336524,1.5675086840293635,0.2933147851294574,-0.2470718631055422,-0.8623616188018324,T_cells
+8683,1.0100521875,0.153821220703125,0.478642141688116,4.548351229458214,5.3821329572905015,0.7796740636806289,3.3188840386903267,-0.2395942613053475,-0.617880040963118,Other cells
+8684,0.95747109375,0.152776455078125,0.8350371340783058,4.488288398002295,5.307575381811387,0.6359096409583976,-0.2104919717196464,0.1805134035498092,-1.113762351332207,T_cells
+8685,0.4694948046875,0.08496755859375,1.036926973473184,4.915108031757026,4.827632097964733,1.2459008413390136,0.0191709319091774,-0.0764380780694668,-0.4285762540067449,T_cells
+8686,0.730616875,0.117206728515625,4.810293523950064,2.2057659337632822,4.945963167769425,0.5243220596025214,-0.8048911187217087,5.4554510292491365,2.2210300802522136,B_cells
+8687,1.210808046875,0.3488809765625,3.4461342458793247,1.4319268100018985,3.9512371799398127,3.0568444216737234,-0.0416255821868049,-0.0064152751099265,0.8848663040490532,Monocytes
+8688,0.83101171875,0.1433926953125,1.8369400361956527,4.757849004696046,5.692934976973874,0.6608904507427962,-0.3810268998505384,2.670151008207002,0.1250048752830798,T_cells
+8689,1.1845871875,0.09771427734375,0.7502527398445498,5.061360592978375,5.218101370229055,0.3625092963713384,-0.0382941738968014,-0.1991971778189725,-0.86498273253122,T_cells
+8690,0.3672269921875,0.10194138671875,0.5725865383398834,1.621717987829696,4.8845753797963205,2.080517816844209,3.577192506979316,0.6562060060733065,1.2612216509618408,Other cells
+8691,1.088930703125,0.130645966796875,-0.3351898300928705,4.18998349908633,4.944728192718546,1.8332428284172075,0.008580494804395,0.038364572457473,1.4447762007311349,T_cells
+8692,1.070268671875,0.137629931640625,1.1475378914765837,3.959857184764687,4.535089732999685,1.1358078848773432,-0.3705821506076015,0.3695159430715357,1.00622412796572,T_cells
+8693,0.62876421875,0.1485109375,2.170697433756161,4.455032974313247,5.023387434018787,0.6220420005491226,0.2046166351482808,-0.3191553735576883,-0.0357238332520511,T_cells
+8694,1.065647734375,0.113873173828125,-0.538328706010299,4.7996073236784245,5.305865491714713,0.9669665056620697,0.3908413066936938,-0.0439826606505143,1.2150634675790686,T_cells
+8695,1.005116796875,0.123761025390625,0.6931779663615089,4.358230193509059,5.069881626902572,0.241940089021035,-0.5777139567280182,0.1020205187265616,-0.9068451642617472,T_cells
+8696,0.991686953125,0.157048564453125,0.992071830133458,4.209547820757871,5.07620884104345,0.3217093344760437,1.1178427898792436,-0.1244823377391433,-0.516426750844036,T_cells
+8697,0.87683015625,0.15499623046875,-0.4309375690450723,6.046535755738623,5.547139272015072,1.329386266586877,0.3742267881953722,-0.6794525792200783,0.7056838534034128,T_cells
+8698,0.873135859375,0.11188984375,0.5095853799018044,4.470123201761363,5.491824529716798,0.369875392490344,-0.3929975851880192,0.1980212363959701,-0.268691925840699,T_cells
+8699,1.54692609375,0.40663734375,4.981941520660193,1.0474334573346984,5.358941100867523,5.631640363332201,0.1554620016352818,0.9050642064239552,4.5067898127948975,Monocytes
+8700,0.8673753125,0.178551953125,0.8665465265437998,4.401593131467769,4.988743592364653,0.4605272771986106,3.0560925367052776,0.3339491112601043,1.0529672259199787,Other cells
+8701,0.794863515625,0.132139619140625,-0.2497546107576745,5.661481075085124,5.80991066427403,0.6310878658003946,-0.552909779274353,-0.1874422430972916,1.6352641083129922,T_cells
+8702,1.287057265625,0.114124013671875,-0.3802306153266736,4.691090439040492,5.555984874704652,0.9106798308238732,0.132125751023844,0.5175803488186419,0.7351443733663318,T_cells
+8703,1.69750484375,0.2914437890625,5.583106507356976,4.706273211551701,5.91238354464385,0.882935093090499,0.3538807957777579,5.494633999761803,-1.550570806393286,B_cells
+8704,0.54709,0.13808060546875,4.325569505878441,-0.4430501175880179,4.901832294676862,0.8675845477514602,-0.15021159879989,5.549075872783464,1.3636272179912323,B_cells
+8705,0.855170625,0.13861888671875,1.5785501905580157,4.747362985790033,5.427379991763329,1.485160468063884,0.3285260146267392,-0.099036342776563,-0.7982022336387596,T_cells
+8706,0.7588215625,0.119819560546875,1.5415811341008276,4.620800355832078,5.213400770653467,1.3605686284851652,0.3296394590949777,-0.0108756066112944,0.057023387848579,T_cells
+8707,0.82112640625,0.123496982421875,1.5367400976746115,4.063280989373106,5.23990681514641,0.5930648114195112,2.942049593306766,0.2829159200219776,-0.0458922192309715,Other cells
+8708,0.902258515625,0.159933251953125,-1.6263135360526415,4.5427139244031824,5.223873081982859,1.2045177709216552,1.497364639535662,0.3914178897038472,-1.093523873891527,T_cells
+8709,0.7337134375,0.099306943359375,0.0836338330315954,5.303173549045912,5.113611374784205,0.2004582095008248,-0.4681030889476997,0.1480557023141035,-0.7166660443843543,T_cells
+8710,1.0062003125,0.1339933203125,-0.0732075061656674,4.184816009844732,5.244948257893904,1.087989618979719,0.0051244574077433,0.5062351078877336,0.0866933518612827,T_cells
+8711,0.68372015625,0.150860341796875,3.759829988635632,-0.7662668846492857,4.843380942266935,0.3614345368915745,-0.5759097780385964,5.690693837021655,2.234859213446578,B_cells
+8712,0.70289296875,0.163003955078125,4.136844181671425,0.1130792623897357,4.880549855161338,0.9332652109448566,1.4251296773426434,5.461427696140071,4.394433253885696,B_cells
+8713,2.26850875,0.20037662109375,1.4640516483338304,4.729319744593864,5.618670121190885,2.1328684124697914,1.9798714043331165,0.1097258321062106,0.4737031348803077,T_cells
+8714,0.75058734375,0.16479525390625,0.204826589163848,4.916500967622994,6.023561120060052,0.703930331479987,0.0127673936355017,-0.0501152048320785,-0.6239287325705463,T_cells
+8715,0.995366015625,0.18076271484375,0.7610262526643832,4.794857348140504,5.001186644240806,1.1285438289361125,3.408636088839173,1.3024281333949514,-0.5680087951526752,Other cells
+8716,1.152421171875,0.1560266015625,1.2520601646009455,4.834938383740881,5.341953148518379,0.7057674642951284,-0.0685204862162601,0.0364780535846248,0.3342842544299377,T_cells
+8717,0.93409875,0.1181248828125,2.164191381077477,4.542510448474334,5.426545389955931,0.6938314121090666,1.9288147623471448,-0.3390557483453756,-0.7633155847284229,T_cells
+8718,0.684134609375,0.1669226171875,1.6357050995605826,4.8782189989441935,5.60300926634221,0.6053695124193424,-0.1693748045065071,0.0117662121207311,-0.7425533715338215,T_cells
+8719,1.0953171875,0.371548046875,4.499071523516814,1.4813438368810177,5.519109744959252,4.290709436079066,-0.4447956859117321,-0.283782600926752,5.1063031486785215,Monocytes
+8720,0.87046953125,0.132014189453125,-0.980036488108935,4.386456907479462,5.080837429307776,0.6019484364419245,-0.3986155017137764,-0.5709969667478817,-0.8286967468312983,T_cells
+8721,1.117101015625,0.152916279296875,2.129164372940381,4.869734049594324,5.6998165799797125,0.2488106413290928,-0.3142000097954879,0.335860235556063,0.185698105697645,T_cells
+8722,1.11668421875,0.10741849609375,1.4917144478958786,4.475040166332553,5.621642250158566,0.3947412363163131,0.1965321198550804,-0.1698979267070342,-0.9449740044168404,T_cells
+8723,0.89023921875,0.117270341796875,5.633380431158776,0.8921418481330989,5.107280808351607,-0.0144604821767557,0.5621003140186721,5.831540284221666,1.4641395091083995,B_cells
+8724,1.151674765625,0.12042447265625,1.0756626665903064,5.118637750893466,5.2719201005078,0.1978001183839792,0.2498325669547277,-0.7586554441977457,0.5855218892095828,T_cells
+8725,0.8051259375,0.2116551171875,0.4574524281406995,4.969517805561031,5.275125570507207,0.8877418177496111,1.344831644379788,-0.4465735809470785,0.7268641155627904,T_cells
+8726,0.80436875,0.085136787109375,4.581071754188445,1.8868767234308728,5.021142365380481,0.5124634737082874,-0.421457810048403,5.24411797762858,1.884415597165424,B_cells
+8727,1.151045546875,0.3826453125,3.429600926054994,0.0098998884132154,4.917471921558567,4.946343722610367,-0.0157893983254207,0.2793547729735742,3.658146348254244,Monocytes
+8728,0.84209921875,0.120906337890625,2.109146199137894,5.237132685937874,5.537860897460593,1.0562826407914956,0.1541652070668579,-0.5750302362838293,0.138135783149599,T_cells
+8729,1.24809015625,0.245040390625,5.429337227907813,2.4044806477177487,5.351980043688592,3.3296315772508422,0.3338886578830488,1.306444967790525,4.93413388003264,Monocytes
+8730,0.891589375,0.094716181640625,4.919920127322518,0.2654385698100789,4.804727580991164,0.4314007668931509,0.3114105458301872,5.568992485772995,-1.2914209006945403,B_cells
+8731,0.72185296875,0.126403857421875,-0.1924692185191094,4.251369349637159,5.494382799813671,0.2191370475866348,-0.4022850505390351,0.4007866957039093,1.17009867427261,T_cells
+8732,0.997681796875,0.114269228515625,0.947623948789326,4.4175253498561,5.091875144087416,1.9470555539641723,-0.068802937575987,0.2883324803055813,0.903191361337302,T_cells
+8733,0.7931646875,0.08695087890625,5.045689898769126,0.4249622930590846,4.860384874357056,0.4366574794384495,-0.796896008999402,5.511118677297549,0.4828302089458777,B_cells
+8734,1.3323175,0.14430423828125,0.2187001174115974,4.757844097249506,5.367575685520718,0.5059863618416476,-0.0340051757193247,0.0822879943836277,-0.4230618023249426,T_cells
+8735,0.812789765625,0.13599826171875,1.7466332675144034,5.488068345174106,5.892357689001851,1.044594888509275,0.5044974798900144,0.3158476189796855,1.1199418511503978,T_cells
+8736,0.86741984375,0.142620361328125,0.1361841472975019,0.5822136077207216,4.268661709368355,0.4758198885271993,2.741861761000892,-0.179132384266179,0.7315520690000025,Other cells
+8737,0.839548515625,0.1371228515625,0.307136149699844,3.767939341975608,4.990533191229531,0.4808276797690266,0.4780629448144164,0.2122035489815004,-0.9850542344138692,T_cells
+8738,0.963109609375,0.12667630859375,0.7974660088902022,4.593457463765734,5.514888364363799,0.4320512266050775,0.0378208768828004,-0.5383163464230429,0.1118510633443129,T_cells
+8739,0.967135546875,0.08486193359375,3.5555620730124327,1.3519921278710132,4.930150898167881,0.3970652379416865,-0.5993626002926419,5.237680138895756,-0.4209167558987801,B_cells
+8740,1.90633765625,0.24071673828125,1.6653075855734163,6.983407942559657,5.858142660367028,0.990477005429183,-0.4627471037691457,0.190266070413652,2.566597079152551,T_cells
+8741,0.9696134375,0.10292615234375,-0.6705453523084952,4.5832297535073785,5.293641392959913,0.1615445383646037,-0.3579083600621227,0.5350536498468412,-0.7260671459638074,T_cells
+8742,1.68442546875,0.363018203125,2.3886866550361407,-0.4851761250534167,3.33111276109575,3.924500957441445,0.1684622674652235,0.164342676654991,1.6401421792025046,Monocytes
+8743,0.735887734375,0.151065576171875,3.007559500873512,4.544302736826652,5.31494825925046,2.079543685631143,-0.042117039514128,0.5068974950127889,0.0045480147689845,T_cells
+8744,1.39568984375,0.31988466796875,5.115918138606205,1.6948862137042655,5.464097262263277,3.295107993953847,0.389575958339393,5.534608344370937,-0.7391717668638228,B_cells
+8745,0.907110703125,0.12065189453125,1.2376843462716534,3.983863929635302,4.754419656686766,0.4398849491485501,-0.0642288901458175,0.344157558297683,-0.4117312908228169,T_cells
+8746,0.718945390625,0.10482306640625,5.167075988193641,2.192978837109744,4.863680761904192,0.9343941648479668,-0.4264312095161854,5.959603328987498,-0.1401992399356879,B_cells
+8747,0.77878140625,0.117461171875,5.966829189354961,2.7670556739872816,5.550386380791171,0.2201341207303987,0.0623104385823992,6.846265596188156,3.3993968956671483,B_cells
+8748,0.740768984375,0.1043933984375,-0.7594344959090055,4.486533111429417,4.05977248863572,1.518731280728603,0.0250812980324981,0.7771041935533041,1.0921716905347292,T_cells
+8749,0.659991640625,0.066852939453125,5.065307159432304,-1.9001674309363843,4.38493509786566,0.391012482733298,0.5625989078981086,5.177157449637243,0.9306751185651532,B_cells
+8750,0.717034921875,0.1844479296875,0.4493795819661819,5.109779179137736,5.142144724405347,0.5651107838762148,2.888905247990368,-1.1320583038418144,1.2874154919297511,Other cells
+8751,0.703781875,0.084929150390625,-1.266668208518636,4.405014655931846,5.1073448209067935,0.2030850118709188,-0.3347091729233865,0.2661333075306636,0.8418405725767066,T_cells
+8752,1.12491375,0.116186552734375,1.8700202564095192,4.600383644255095,5.418239477021025,1.234250393390469,0.3160209134685475,0.2955987130687149,0.1610421903568022,T_cells
+8753,0.57094140625,0.13332361328125,0.9743264681194532,4.41403173634675,5.088956869793141,1.0885733831270117,0.0170645442537216,-0.2210362271138534,-0.0030690597184968,T_cells
+8754,1.0108721875,0.127654462890625,0.4356886213846898,4.362363037907082,5.627257387194461,1.3414677039482477,-0.2240822769337977,0.53423254953407,0.0348040872066001,T_cells
+8755,0.7771596875,0.07234025390625,0.7194342253034824,5.173113838661739,5.398933134780629,0.8921239969278629,-0.128716552763584,-0.1389254028999618,-1.0576620215526265,T_cells
+8756,0.787769375,0.1206176953125,3.6930332725392914,1.6035874892500293,5.086066481298159,0.6663605786003378,0.1501505605355948,6.048432132947954,-0.1809221151447549,B_cells
+8757,1.2071309375,0.4656433984375,2.8879453730396465,-0.8688559440816858,4.298870748978549,5.076783360380413,0.3025628574023827,-0.7052639353985569,3.0468561288613496,Monocytes
+8758,0.740193359375,0.139354619140625,0.2467079243122901,4.52296885051796,5.418541791769935,0.2415477755363038,-0.3388940674195632,0.3258194715070807,0.5929690318910686,T_cells
+8759,1.001241796875,0.140138349609375,0.3501784909537331,4.819449066150131,5.548223710985026,-0.4236803795340234,-0.2759421015921188,-0.4510740931884941,1.0046081301316487,T_cells
+8760,1.227770859375,0.14231970703125,1.1314109789169766,4.559758479732927,5.527570354532931,0.8051600914515329,-0.2113902464218403,-0.6103104161713055,-0.353287523833812,T_cells
+8761,0.68774640625,0.082441728515625,3.905916278600969,2.0543879831530405,4.869600803155546,0.0482754486358099,-0.3148390998350255,5.793623889284391,-0.9366828813761152,B_cells
+8762,1.103836328125,0.3912814453125,4.575314310787699,0.7719525219006754,4.960879444798069,5.410254116716766,3.181299346772138,1.163986000494576,3.113997587216336,Monocytes
+8763,0.7837503125,0.135009296875,1.30163258151136,4.120855902374995,4.846336627883969,0.5400882588944097,0.4409268235561484,-0.4883085599969459,-0.2626780252082642,T_cells
+8764,0.807860234375,0.07253228515625,4.943706666396427,2.2195294453973,4.632693265478704,-0.302228880000717,-0.3152841201062721,5.670322935701432,-0.1960225696972585,B_cells
+8765,0.912050703125,0.1237262109375,0.6862806149654063,4.604815528097416,5.5524064700540485,0.3690276588791495,-0.6521281538892143,0.3908734636925475,-0.8750751919845994,T_cells
+8766,1.247312421875,0.097597255859375,-1.3139639696697578,4.764292849659183,5.546992995383375,-0.0283854949807676,0.0819712177996792,0.1709173015149052,-1.3542466242407882,T_cells
+8767,0.88034203125,0.0711028466796875,-0.470707065230902,4.589446417563701,5.138440698097408,0.03327650924314,-0.2430318889520702,-0.6528650949924942,-1.3253469515302632,T_cells
+8768,0.718131484375,0.115578662109375,1.8798888974663128,5.203603681549562,5.565846807357927,1.1781561099919005,0.2998135123223835,-0.7033439523592375,0.5094288714382071,T_cells
+8769,1.914825625,0.172869609375,5.364314619506801,1.9501451829589689,5.570163945049732,1.0688235028382902,-0.1943041227536477,6.560256045181124,2.9223540640799155,B_cells
+8770,0.761596953125,0.16864310546875,1.1579170029304366,4.357871253930337,5.103898158220939,0.7557585367368448,-0.2901346105628138,0.6640507622148608,-0.0567017331427777,T_cells
+8771,0.83521890625,0.1236962109375,5.623085235576177,2.118382826467012,5.170092948573632,0.6743085316966384,-0.0199810712178503,5.933306172071975,0.6629617270093718,B_cells
+8772,0.758359140625,0.138249833984375,1.0660746726927406,4.9687469858150095,5.4916164352858585,0.4868722767263174,0.1543695852074731,0.1095136009635648,0.5983913532449527,T_cells
+8773,0.987720546875,0.12669130859375,1.6660266920720428,4.613710119619834,5.397103524802552,0.5075672175732537,2.5451989712036256,1.2076118107660585,0.1080467996170985,T_cells
+8774,1.009370546875,0.158206162109375,0.5158472250816293,4.429124339220704,5.34539113216662,0.2523020380100141,-0.0589459049031841,-0.331910538522626,0.4396721662310235,T_cells
+8775,0.955679375,0.0806486376953125,1.583176630042722,4.533571924955401,5.176417962214143,-0.2048225375005971,-0.2435088881191274,-0.2944911518139358,-0.9695180925235988,T_cells
+8776,1.008286484375,0.12058888671875,0.9048520258272924,4.662709562134826,5.658445877097607,0.3234218172108195,-0.2107853398658455,0.0298926579840465,-0.2799618870776866,T_cells
+8777,1.5300246875,0.19289271484375,5.011210706762944,2.34640589012679,5.8090494891698,1.159075845099443,-0.5755572342380988,6.4819782590831485,0.8194021348064624,B_cells
+8778,1.035186796875,0.14088787109375,1.9794323955839463,5.191178068685422,5.298075227763854,0.688938236577065,-0.5308468400300405,0.0326181021044216,0.6498960689139072,T_cells
+8779,0.93756015625,0.090354658203125,-0.0747570325045962,4.434985015098823,5.474865963498597,0.2321400142611149,-0.0360462800904155,0.2259721224902196,0.8143673602817612,T_cells
+8780,0.68000515625,0.17006533203125,-0.9667765350287983,4.812106231591298,5.47672398616115,0.6885476513887028,-0.0938721415500481,-0.4174887461182041,0.6442166217548475,T_cells
+8781,0.6198910546875,0.146415400390625,0.9044343811608982,4.675457390000332,5.355851142316122,0.5204190627943628,0.1277663649519772,0.1848476969315536,-0.0739257158242625,T_cells
+8782,0.820270390625,0.20958578125,1.1087450712019198,5.151217989220282,5.403294065188493,0.7373317465023426,-0.3072901443825259,0.5775688277880412,-0.3971476405256039,T_cells
+8783,0.798400859375,0.13673337890625,-0.2722720778896565,5.185291490994207,5.688864357192164,1.0858132344285985,-0.0306660657749698,-0.1417828676863257,-0.5891062453764515,T_cells
+8784,0.7860334375,0.13813640625,1.516282216266226,4.712679916835204,5.1574470904284775,0.9947511145760208,1.7666136632363474,0.1310045767060909,-0.0344126707419077,T_cells
+8785,0.7362790625,0.0996994140625,4.581278573503117,4.3340985669290575,5.311741617815241,0.4897506316265614,-0.1459032203616538,0.9832622125236604,1.3144703056045624,T_cells
+8786,0.54830265625,0.2191523828125,4.206603964857684,1.4373774657449292,5.402991789621335,0.4650888364626594,-0.3033239107177405,5.591858261445515,1.350996714450547,B_cells
+8787,1.3393071875,0.4562927734375,2.6369998228567417,0.9564752572713398,4.76070607159811,4.957049350511571,-0.4854714593780134,0.4337587050039863,3.499484837527546,Monocytes
+8788,1.5949771875,0.4202378125,3.229982213006404,1.1215917736916796,4.833240742608414,5.057355669150226,1.763426798362231,0.2796935425826956,2.570962319420557,Monocytes
+8789,0.7762025,0.144985947265625,4.121775361555276,0.9909557388685964,5.433638388347017,0.8026891142274052,-0.0182179321419899,5.334333013539744,-0.4804065390951251,B_cells
+8790,1.21970734375,0.11182623046875,0.4552909168142213,4.335270654100875,5.565500864087985,0.0082848194935012,-0.2234940017826225,-0.2744894962943402,-0.2858127249384473,T_cells
+8791,1.45945265625,0.21375587890625,-0.1292270278591389,3.9326476540513,5.088986390989574,2.1338789215752763,-0.0234203092150776,0.8255877351720288,-1.3980020923774237,T_cells
+8792,0.701026796875,0.14568748046875,0.389224166110184,4.709928317025827,5.588986271695265,0.6002579962961249,0.5819112437882659,0.2515578124049103,-0.1655911872691512,T_cells
+8793,0.787850234375,0.10836185546875,4.703838955046247,1.6997615691341033,5.016329166506646,1.0136944235496508,-0.0050834486324869,6.005356468719507,1.2599775086127427,B_cells
+8794,0.877114296875,0.0766993798828125,-0.6595558350899254,5.031980256111765,5.221150105966323,0.195691057499975,0.1067022117519753,-0.4017010936029788,-0.4965347119338837,T_cells
+8795,0.900212890625,0.10890494140625,-0.9712581330135786,4.804142647202552,4.891792204136236,1.026143053719355,-0.2928842545714023,-0.1904439101580743,-0.4323575791846148,T_cells
+8796,0.8649528125,0.136036669921875,4.417435034358376,2.0003020439312884,4.8012293795513,0.591726080798569,0.330224097223232,5.621392551198902,-0.3921776889806643,B_cells
+8797,0.630275625,0.1616693359375,1.0951909572495897,4.412344935899204,5.3447478553620495,0.7363450940677602,0.3468276529010897,-0.1664591070542744,0.6430293046965091,T_cells
+8798,0.839858203125,0.13084580078125,1.7330239583623008,5.139450315987916,5.6621420039722405,0.805109619158439,0.2354157315805231,-0.0670272802184387,0.5433412235763143,T_cells
+8799,1.105758359375,0.114739111328125,-0.9395517745824228,4.3696599346927965,5.580648532964678,0.7805839147023539,0.2776775892741732,0.2421610722242679,-1.0290396386203045,T_cells
+8800,0.864512421875,0.23560953125,4.582512503419014,1.7335192612529555,5.648997631758162,1.2804956239985543,-0.3453726520241641,4.875968701146488,0.3712363908391339,B_cells
+8801,1.14037609375,0.5965100390625,3.5106662852172,-0.7282234393688765,4.83009102543721,5.267520454675607,-0.4220453164081221,0.242981464642911,3.653839820952305,Monocytes
+8802,0.760100234375,0.139190791015625,4.865999237648757,1.828154495370056,5.128622134642937,0.7676462312525452,0.5645954098415634,5.622217867423857,1.5251184846003156,B_cells
+8803,0.815226484375,0.083200859375,5.4650946326694045,1.9057853281137715,4.39540102081165,0.1309914125110236,0.4939776845089906,5.125682514619748,1.347869856849348,B_cells
+8804,0.652694609375,0.1237508203125,0.2515152859840166,5.328508157781413,5.645075567399047,0.8408566139136575,0.6139882603055633,-0.0525873180335536,-0.0751252623243578,T_cells
+8805,0.736155078125,0.168817734375,0.8622314396201485,4.078426003363315,4.94666264530802,0.5869617375896483,0.8821323283732061,1.0607187373414546,0.791930873225217,T_cells
+8806,0.97131078125,0.1069822265625,0.9321919184543356,4.60536776241767,5.187748007926819,0.5382342021208116,0.1963759800004121,-0.1962192450859129,-0.2518332012286428,T_cells
+8807,0.989211484375,0.125243857421875,0.8034347264897943,5.468496641220382,5.068457488383201,0.7572283985344368,-0.4072292848644754,0.1094729831112505,1.1102671279976342,T_cells
+8808,0.7776340625,0.13943142578125,1.0092446141410318,4.519469217474314,5.353970302290388,0.8424072591371914,-0.3309433768396127,-0.3829386908847407,0.3075139720026494,T_cells
+8809,0.793198515625,0.109076572265625,4.908636002442318,0.3563790636228685,4.934268986151952,0.3387461894465281,-0.00545080058981,5.672857527347427,1.9815244083678487,B_cells
+8810,0.943267734375,0.091244599609375,3.44298629990724,2.285201494387563,5.307755031521178,0.3716091427283821,0.5462482613834889,6.164008329333666,1.5751996695857282,B_cells
+8811,1.2569078125,0.0948830078125,0.8189260765617452,4.201124918332003,5.129466017642273,1.1527784470712732,0.2642091818024223,-0.0854571153639235,0.0061859101136803,T_cells
+8812,0.854155859375,0.116719453125,0.3370518163080969,4.424535909077123,5.216854654681461,0.7078000255058399,0.0666330725689693,0.9056510458803372,-0.6549965917395224,T_cells
+8813,1.05956859375,0.128440595703125,0.3980568107968521,4.038074162335532,5.513249005784304,0.6521228053703987,0.1438361367978555,0.2127858921873652,-0.412275960496936,T_cells
+8814,1.031152734375,0.111241728515625,1.1646667566280815,5.146056466517996,5.29710506924674,0.8455348307931189,-0.0001964169703758,-0.425234714300566,-1.4553289894148362,T_cells
+8815,1.21254515625,0.530243125,2.464503245391838,-0.5086310570944028,4.465660802539095,4.946648562441788,-0.1790972685254011,0.0844686716483006,3.1661367457150824,Monocytes
+8816,1.04010046875,0.126906142578125,-0.3144385562766214,4.683162760977313,5.2960084529202085,0.4403056412788857,0.368205355463536,-0.6168123508132624,-0.0715824180496468,T_cells
+8817,0.8920884375,0.12353298828125,0.3442840162559828,5.664834901702064,5.760149252439016,0.1938064317433143,0.0461025039518442,0.3083133811133945,0.4044423043854959,T_cells
+8818,0.912865234375,0.150377255859375,2.311839142116896,4.580166606748768,5.127440838639992,1.0131321462984917,0.3470561611112547,0.7985388269237648,-0.7366411133033631,T_cells
+8819,1.34576484375,0.1530476953125,0.8648136020283975,4.723862951044937,5.35007243979169,1.0525348090369708,-0.0991440723988963,-0.4215262701608959,1.1890883735974602,T_cells
+8820,0.9255640625,0.6505550390625,3.328157267498873,1.5583238293271295,4.902513750775219,5.108129021152326,1.5326636082488367,0.8756815055771324,3.535955555965155,Monocytes
+8821,0.737824140625,0.17897021484375,1.0265755144150126,4.512182625140984,5.043309194278195,1.2075293509713725,-0.3690299926749973,0.6964957697543345,-0.9113426150914606,T_cells
+8822,1.46907515625,0.4209051171875,3.915901239353583,0.1811027871069831,5.027762114692396,5.023621402489886,1.938116812485157,0.4583136310032163,3.3601886449877214,Monocytes
+8823,0.8376871875,0.105638603515625,4.7718224022290485,0.3810723837412135,4.994470418044583,0.6898349009557943,0.2227485514119785,5.477714714446483,0.046695596602686,B_cells
+8824,0.867534296875,0.12135162109375,-0.4006379640632151,4.7821624554958415,5.270796559942743,0.4988117493070668,-0.0468820008411874,-0.2975225687572741,-0.0950259681729649,T_cells
+8825,0.778034453125,0.127277607421875,0.6875451552826933,4.956288876695805,5.414508318592047,0.584561952465413,-0.4067092478859908,0.3764054916432873,-0.2511733998590408,T_cells
+8826,2.6884684375,0.1653803515625,3.8650280795736576,0.0098524223379973,5.167820584701361,0.7277543402928067,0.0539620937325515,5.345977898820996,-0.7012500251569184,B_cells
+8827,0.84490484375,0.079199990234375,5.427556776324567,1.7340556774524074,4.742841409665832,0.0277465841275933,-0.656307311110194,5.923605336383888,-1.5264787544542264,B_cells
+8828,0.835975390625,0.121970322265625,-1.0852010080223056,4.495496771621607,5.533622603188038,0.6357596663434363,-0.3983004101395584,0.2152679830591449,-0.5676947796526219,T_cells
+8829,0.893603671875,0.16432177734375,1.701566122580341,4.783237053791917,5.643468807594768,0.9651665212212904,-0.0513513899247108,-0.6052606024130098,1.1769055330778997,T_cells
+8830,0.778801015625,0.12417748046875,0.804216253945098,4.760353265543731,5.5724612134103495,0.0536713927606096,-0.3241651893980413,-0.2716399503270139,-0.7265958574640999,T_cells
+8831,0.696715390625,0.0814377685546875,1.0464198966008094,4.657802594191109,5.038442777750875,1.4354362224829724,0.0489834077592294,0.0579449173737114,0.9786111511421928,T_cells
+8832,0.967720390625,0.078447470703125,6.241136993346536,1.946660412427906,4.998683553108313,0.5151329904225519,-0.8697658950396598,5.493433629368793,-0.2486503982529707,B_cells
+8833,0.991293203125,0.129189521484375,-0.0242539223108884,4.791568649510178,5.45792990382992,0.403450917634014,0.2372862492850851,0.3171426153573725,0.6491942832201006,T_cells
+8834,0.903532421875,0.10824423828125,0.9729357489632569,5.157864489817095,5.087045455775846,1.2372902132856731,-0.0155753421802971,-0.1398153235759864,-0.0958399358454851,T_cells
+8835,1.038282890625,0.111810634765625,0.7721907375595987,4.405295077365741,5.472621480145635,1.3864320673741402,0.4639733429376002,-0.1892146943332941,0.9872151760078268,T_cells
+8836,0.95576171875,0.104354990234375,5.081593838736018,0.0362554388990871,4.8753309665792885,0.5427750482967677,-0.2373174228660845,5.718235925231473,2.094193686687793,B_cells
+8837,1.73700171875,0.1792090625,5.482911508864651,1.8719694491294896,5.352021136307895,1.0199815117309974,-0.158305013185517,6.252473879429975,1.3726869385046774,B_cells
+8838,1.08069296875,0.3838737890625,3.5095316403430377,1.5184630829382275,4.652404197984961,4.965178419168968,-0.1835327379010161,0.0931685894217841,3.0648162477298504,Monocytes
+8839,1.36204046875,0.42985578125,3.2463897091430507,0.0869321602348091,4.9335980169465214,5.286090805160365,1.8920378284041977,-0.437051282524544,3.752704003505467,Monocytes
+8840,1.67016,0.226427890625,-3.091521120009728,8.027703623528236,6.191682329472003,1.1418487027395647,-0.0617299986520433,0.3483217880599963,3.849691457606007,T_cells
+8841,1.15282625,0.157146376953125,1.1111639295354327,4.729477739869906,5.176917047330043,0.2809727559423378,3.037538783848892,-0.0592471332795268,1.0146166318279972,Other cells
+8842,0.8837409375,0.16649654296875,-0.14865393241277,5.015671775159589,5.8724390525606855,1.3936841024351163,-0.1734994181574897,-0.0212401114236417,-0.0620607351794434,T_cells
+8843,1.10358515625,0.084740712890625,-1.6192090612081182,5.779980979659709,5.253482078244955,0.808802117549456,0.1145709953088179,-0.1175278350595547,-0.5865000450122225,T_cells
+8844,0.98180703125,0.164536015625,-0.0682717295660702,4.564869925868315,5.410916286403323,0.3291397572591024,-0.6233749932882738,0.6480040013552687,0.7796573016986329,T_cells
+8845,0.88775375,0.1639851171875,-0.2335382519974935,4.904065639316469,5.446197615460924,1.3436048806906615,2.1357532592290704,0.2564933405016157,-0.756770086397077,T_cells
+8846,0.9989671875,0.13244626953125,1.0374113661814013,4.61497682798495,5.589928540229703,0.9839763536790194,-0.3607945079554343,1.482681779198187,1.2044882637970198,T_cells
+8847,0.844517265625,0.102505478515625,5.684296228898035,0.7919651897475014,5.094590159748236,0.8931909919257092,-0.3450571132739461,5.649420938242001,0.6509051051318485,B_cells
+8848,0.858234453125,0.122260166015625,4.5444508043550425,0.3466632819168757,5.102091427892734,0.3040725485185548,-0.3794559707091426,5.5236960742909575,1.4035405943529358,B_cells
+8849,1.081961328125,0.27169609375,3.790612141109713,1.236527275317328,5.352892863961631,3.62494587622756,-0.5525429148285054,-1.0562006869467682,4.441018960213041,Monocytes
+8850,0.882341328125,0.12643626953125,-0.3132441458661026,4.010465534202427,5.531199346681686,0.5276307071493169,-0.4098996919430535,-0.0412769619281558,0.2497622924866529,T_cells
+8851,1.018949765625,0.14611234375,-0.4577611180528712,5.129678873074754,5.4468920783574015,0.477645948315865,-0.7936821443586741,-0.2380315421008221,1.292168290367894,T_cells
+8852,0.688315625,0.149508310546875,0.2880603616321104,0.5792467219284363,4.723178558167019,0.3400319979360006,3.618051931126318,-0.3281626099858648,-0.5856133239469663,Other cells
+8853,0.90140234375,0.0795318505859375,5.067458779008772,1.674477701477162,4.646300362777928,0.3251096928469229,0.1159714488502934,5.4400830067236585,-0.2370266639275605,B_cells
+8854,0.73736625,0.16579921875,1.0193004211413006,4.548649273549986,5.375036311210732,1.3489365761469618,-0.2444924140198613,0.5994298549135273,0.7904494480420777,T_cells
+8855,1.12311453125,0.142635966796875,1.4292186601916674,4.617276540222825,5.2249537835904505,1.1633241105127028,-0.1438515177004636,0.310113813158437,-1.440300351289476,T_cells
+8856,0.80728765625,0.093930048828125,-0.9182174334065478,4.593658908794799,5.069740668393205,0.7657175347610771,0.1467687566613145,0.6430865860371655,-0.8153273982780772,T_cells
+8857,0.602658046875,0.13141048828125,1.0330724384892154,4.278764667313968,4.708780207259778,1.404100461842723,0.4454088143447819,-0.6482281090576507,0.3389105608530214,T_cells
+8858,1.49796828125,0.5072263671875,2.539359558609984,2.1396073785429626,4.860720395439897,5.114102751858113,0.8484045594249644,-0.1923816281334794,3.4799950571289147,Monocytes
+8859,0.55356453125,0.100267099609375,5.357323775165503,2.257370825670044,4.815582395576313,0.325830405250759,0.042886622841222,5.211306282965222,0.4261248177121584,B_cells
+8860,1.421056875,0.389777734375,3.9782074521484825,1.887317651226332,4.887686584163544,5.432201795490656,-0.343482743002698,0.422224617254872,3.590928961872211,Monocytes
+8861,0.573471015625,0.11606533203125,1.4715929109629544,5.110464204825917,5.384608502957311,1.0268667686218702,0.1659626398836102,-0.0627703262875275,-0.4632007831405376,T_cells
+8862,1.3211309375,0.120125615234375,1.7930857448250404,5.2486340477833,5.716239497200214,0.5065205581686524,0.3267390034413416,0.3969244889518071,1.297935112142034,T_cells
+8863,0.78209453125,0.13920458984375,-0.3578359930205076,5.1115858602442295,5.101187892835203,0.6123477708745801,-0.1857607474614615,-0.217901336110165,0.999277696462268,T_cells
+8864,0.888754921875,0.107059638671875,1.1968556251646,5.645323398036696,5.494105968892364,0.5954891143836673,-0.0336110150111342,-0.0705970159994872,-0.2584799481278827,T_cells
+8865,0.948363046875,0.188380390625,-0.0592046583555478,4.326427088714888,5.222042667368521,0.7477045338934519,3.3886377537760395,-0.001647435154546,-1.103575057525161,Other cells
+8866,0.773493359375,0.10237525390625,0.2632019162964147,5.072707537188596,4.642408569445646,0.7765286126145065,0.0709777889175146,-0.2246065860971407,0.6441265847696183,T_cells
+8867,1.033138828125,0.095872568359375,1.3683520150952866,5.16854394790783,5.368023332736878,0.6446162087321462,0.0100188318405336,-0.4752156157101684,-0.606748733770596,T_cells
+8868,0.770749609375,0.150573486328125,1.7282006686536004,4.761850980967367,5.635794278637116,0.4198568459957949,0.2357517511866489,-0.5860381948029594,-0.9189818292647156,T_cells
+8869,0.921811484375,0.0655447216796875,0.92023797285885,4.336533102607884,4.7861806144755885,0.5619298092592506,-0.0052255602184507,-0.0106656207167839,-0.5309563603059486,T_cells
+8870,0.856190859375,0.1272980078125,1.1966347438660945,4.529745272881076,4.734010200076592,1.1602997778828177,-0.1958623389741997,-0.2570634122442574,1.1589763611882131,T_cells
+8871,1.0667825,0.14054041015625,1.0229748201991515,0.0199173007847843,4.281265402285185,0.5798425902371575,3.929365107246258,-1.3092435905259414,0.2848924867705182,Other cells
+8872,0.8414621875,0.151749677734375,-0.7776251356566807,4.400402019515804,5.1933424331240055,0.3223962392226971,0.0431577733570897,0.0209233760730295,-0.1145152923995645,T_cells
+8873,0.993958359375,0.117914248046875,1.3801138773410198,4.335454374378112,5.464625487731176,0.5037843023838509,0.1744643947484571,-0.3458781695548151,1.3303103339662814,T_cells
+8874,0.981338828125,0.1170158984375,4.701632891221257,1.6084057786790589,5.0635479600226665,0.0183430206519003,0.5192864284703949,5.758117842839121,1.9786426231351533,B_cells
+8875,0.791026875,0.10192337890625,0.4187877879897679,6.0569749683122565,5.309501944321203,0.4588903774256843,0.1795268982130152,0.1811234708288056,1.4673996523654405,T_cells
+8876,2.00381296875,0.281658359375,-1.5232119572765963,7.356331563818343,6.090107164309642,1.6658367246037526,-1.014426889007454,0.2812095203933669,2.939366922628268,T_cells
+8877,0.784738359375,0.165646796875,0.1849807879398987,-0.3601012026874436,4.81681423448083,0.7601614817904857,2.6732071812659908,0.2912703041847754,0.2798862023373439,Other cells
+8878,0.824158515625,0.107941787109375,-1.4005035252648308,4.9572926199822485,5.278137572544955,0.5781470172138817,0.0990115670860578,0.2664475208904081,0.15319797386923,T_cells
+8879,0.898493671875,0.12100595703125,1.4924849399314777,4.318088067422929,5.493465630349296,0.7092380784022396,0.5388018386880169,-0.2549891738880673,0.2354601240404232,T_cells
+8880,0.7664509375,0.159067900390625,4.093040761737643,0.745558936322504,4.68225286851342,0.5869928662205621,-0.2501892898806985,5.53102631368281,-0.4947235749036627,B_cells
+8881,0.863276328125,0.1672616796875,1.6649006439424916,4.144238551618253,5.409498675303059,0.691547043154771,0.3955334547277798,-0.5670830875656976,0.0189804424267591,T_cells
+8882,0.856962578125,0.065758359375,3.901000638570052,2.122191418827878,4.829817554083748,-0.0545894870664702,0.3184475398947715,5.975683067815059,0.4606853195605765,B_cells
+8883,1.64802546875,0.510133984375,5.085658406428786,-0.6678797589359224,4.989236024316537,5.2362542965886565,0.0337030292453513,-0.1251087557567535,4.005306030710723,Monocytes
+8884,0.8215665625,0.08374455078125,4.9066707137126455,1.0416399930897593,5.077559622533198,0.6600428718122097,0.5774331100638259,5.766096595198607,1.734755591831629,B_cells
+8885,1.013411796875,0.132649697265625,-0.55161940312089,4.638716060228963,5.251845309310196,0.6615817548925639,-0.1041653045198728,0.3465378550469592,-0.1257020642895787,T_cells
+8886,1.065136640625,0.4541937890625,1.768091442052746,1.027997952681054,4.578099799011701,4.5921225583435925,1.40628004309906,0.5586568110361038,2.5549057562244704,Monocytes
+8887,0.68170203125,0.19641412109375,1.054484223420331,4.569775922190481,4.833194927177736,0.5481785455303613,3.4299064475602954,-1.4781593359520315,0.9972446125910632,Other cells
+8888,0.955937734375,0.129156513671875,1.2138910515620585,4.821880231040223,5.539444172105212,0.4501619963753085,-0.0722431522781156,0.6912708949313768,-0.1956865194322881,T_cells
+8889,2.03437109375,0.2360796484375,2.278890089320816,7.920286855021016,5.982468422682735,0.9275875925223026,0.1364137626893055,0.0164380956788436,3.0051546367293223,T_cells
+8890,0.868954375,0.1072306640625,5.887463568604766,1.1864395936481922,4.847508767257673,0.3641864694810168,-0.1505992928613513,5.62673102992083,-0.1700329131596424,B_cells
+8891,0.893964375,0.100608564453125,0.5999282751106949,5.144569850066339,5.507209083132973,0.7858818445171606,-0.2920737551172209,-0.0113952249144929,-1.3544713947344498,T_cells
+8892,0.81899859375,0.100273701171875,1.5126031569655638,4.444789492809166,5.511254488703202,0.449214756701347,0.147386900620882,-0.0017303983278805,0.206358500622334,T_cells
+8893,0.989182734375,0.117683798828125,3.4753751088581706,1.3989663087606152,5.032505756328734,1.1840449397086603,0.7091257092435882,5.324603718014785,-1.0535648464739542,B_cells
+8894,1.131707421875,0.1069444140625,0.7046131451834404,5.116140208947333,5.489657827880032,0.5442599769090938,0.4349806042927946,-0.0529513835998705,-0.6675235315990043,T_cells
+8895,1.32134078125,0.5151452734375,4.721545956426689,1.15691054865812,4.901899239416682,5.295755687692176,0.6467175759516234,-0.4812375413537492,4.424620565399609,Monocytes
+8896,1.181269609375,0.5054705859375,1.8567302610174483,1.1262242034631007,3.2416385396363543,4.779244463329277,0.5407974738350209,0.4974736933250165,3.593014867374233,Monocytes
+8897,0.5580226953125,0.133282802734375,3.808196969008534,1.871135731756241,4.902599889379929,1.0045541203264456,0.5590530182250678,5.604623232385004,-1.9708672523052484,B_cells
+8898,0.693377890625,0.157378017578125,0.8568213395371925,4.352549757499478,5.399853644662776,1.840077632065242,1.721003924604013,0.7014642138347801,1.473615092497686,T_cells
+8899,0.731442265625,0.1131560546875,0.863581770205218,5.167713107278936,5.326544012400491,0.4209475328955592,-0.1737465624990156,0.0621348697863347,0.8388137216855341,T_cells
+8900,1.1215628125,0.421542265625,3.047633108232335,1.600119690345233,3.357748871420445,4.337180158016659,0.3028197067280923,0.8073537798856323,2.0716906445336014,Monocytes
+8901,0.6496762109375,0.136372119140625,1.1958398506102712,4.3344073511574015,5.635936905582748,0.5579663766989781,0.138876264198163,-0.0366701006387115,-1.1003375295974809,T_cells
+8902,0.759743359375,0.119049033203125,0.3330687586354638,5.080325738139679,5.687853764389257,0.4223541951010031,0.3970484186636328,-0.2300423998633028,-1.3455459825389298,T_cells
+8903,0.7839178125,0.12336916015625,0.2819408069714578,4.862462352787768,5.741015153988145,0.6506841309738672,-0.4396608294504142,-0.4319367617833356,2.004693050139742,T_cells
+8904,1.2053346875,0.145159990234375,0.987268562180253,4.036143825864111,5.246543003386655,1.0933055208940536,3.172638193932352,-0.9871515180165932,1.1338692708808864,Other cells
+8905,0.776850078125,0.122002119140625,3.712415573377344,1.1324536004895656,5.233415665596844,0.2774508247534596,0.429371128175418,6.188330660052048,0.7315735197134992,B_cells
+8906,0.903497890625,0.2180825390625,0.8136181495884982,0.944960326051732,4.903558100893503,0.3530352546750501,3.683904898310258,-0.1739739843552563,-0.1988103334052128,Other cells
+8907,0.88029703125,0.123780224609375,4.902062655864413,-0.4838610383721954,5.289095866253447,0.4615590198992272,-0.2214974100020103,5.328561535782954,0.4709327374835854,B_cells
+8908,0.8073034375,0.14942849609375,-1.1104802785242025,4.88939673171354,5.300202898762642,0.8216894924437692,0.0149698595050777,1.5595288512287322,-0.7364419989325666,T_cells
+8909,0.89898484375,0.668532890625,3.585874416183595,2.5602620395181845,5.228709567702087,5.6174687354834845,-0.8596581418522398,0.0390503835241529,4.119181667648325,Monocytes
+8910,0.9327753125,0.11796166015625,1.084659192530889,4.423477542636929,5.419964831299393,0.7540570479526797,0.0594067183568314,-0.0826634815020395,-0.2111160651257625,T_cells
+8911,1.40393625,0.125242666015625,1.961482509605227,-0.2919651935182361,4.594181622229551,2.978832671998976,0.5265377703490086,0.6339234067703958,2.601341100858948,Monocytes
+8912,0.826613125,0.123079306640625,4.794669622706946,1.63445158553877,5.12552436720563,0.5106042532769821,-0.0639252157014762,5.507035429663625,0.6262622595173183,B_cells
+8913,0.6223455859375,0.0875005859375,0.3240233712595322,4.975218094201957,5.009245040735017,0.2529410208511765,-0.2673364227720103,0.4553500832930171,-1.2479756156957282,T_cells
+8914,0.91341515625,0.15749744140625,1.188790009520238,4.361837237138603,5.047107084278577,0.8910729686062152,3.7141357559171593,-0.1456572240417057,0.3362743277011509,Other cells
+8915,0.8303084375,0.134505810546875,1.6509278746220228,4.346165911100356,5.047626577433854,0.8284665673315255,0.0372062906574923,-0.1120114933023385,-0.3168724315699988,T_cells
+8916,0.6447246875,0.158504404296875,0.9529468860011362,4.970733196513128,5.779100906764325,0.5400785762910503,-0.1502245978494787,0.2368822891374572,-1.1355736600273836,T_cells
+8917,0.67502109375,0.158749853515625,0.6294535102896696,-0.0321643198257998,4.666664558476813,0.4553895615547437,3.848737286478344,0.8069708142048222,-0.7273744491581047,Other cells
+8918,1.034813203125,0.126825126953125,0.8056602247549585,5.124817915118234,5.556307054319989,0.4550231508119713,-0.1675014012480365,-0.2630639862410349,-1.1236757398161965,T_cells
+8919,1.298937734375,0.30918455078125,4.976162855453177,1.532515017296393,5.69630340769094,4.661108299226274,-0.3867962229044319,0.7532516164769311,4.875901368963821,Monocytes
+8920,1.45581421875,0.5707729296875,3.8299468810460673,1.7852383898785784,5.027937083834389,5.718357603255816,0.1928714374993809,-1.039493155856356,3.596005044565923,Monocytes
+8921,1.146000078125,0.095879775390625,-0.651603450301656,4.60661610111358,5.329294056095676,1.4065971315636228,-0.4130573735548309,-0.3864264687656832,-0.9500216333466236,T_cells
+8922,0.815398359375,0.111104912109375,-0.7246482918784648,5.391630287394273,5.293077047560806,0.5302136121174409,0.0586692728417717,0.807607287242795,1.7161881868522522,T_cells
+8923,1.75328859375,0.149627734375,5.008978997678155,1.737052755917382,4.574747174604248,1.802372006468289,-0.0547253772638497,6.059947090179348,-2.3745036284567167,B_cells
+8924,0.899801796875,0.11292201171875,1.738057216014167,4.639223681194293,5.3638416891004335,0.4616693321357397,-0.0754666645278738,-0.71250449255182,-0.3023556196157356,T_cells
+8925,1.25739484375,0.1524133984375,0.7590272641764639,4.813535848911999,5.514165089697748,0.8218234937661216,0.3482553584833183,-0.2742431939686156,-1.27838905978127,T_cells
+8926,0.810115234375,0.093358759765625,5.214308202957207,0.7086306559369836,5.025240285531089,0.3599913543064761,0.4095488588577645,5.607770973401053,0.2531978363656511,B_cells
+8927,0.950940859375,0.133506044921875,0.2480668158744266,-0.5897084621897732,4.093693109836775,0.5799700999345866,2.164472236245352,-0.6913705763335263,0.1855795681878823,Other cells
+8928,0.677485625,0.17960453125,0.93323145168803,4.431333188255078,5.343514305339738,0.7839072906452046,0.0891307362032278,0.0136518709375059,0.8189538315738811,T_cells
+8929,0.863996953125,0.110468203125,0.7451477558077543,4.855123367084646,5.619387804627809,-0.1475855862946145,0.1963867106009337,-0.3287456524594525,-1.0178916215650535,T_cells
+8930,0.975397890625,0.12262623046875,0.875301145985337,4.71556358205957,5.529679432023901,0.8331625845877642,-0.2084830253529876,0.8022833199043369,0.5418023675689574,T_cells
+8931,1.04857375,0.108903740234375,-0.3153103060348948,5.046113496419413,5.387629075999363,0.3938997250365169,-0.2450183694590787,-0.0247510498757932,-1.055155001881238,T_cells
+8932,1.11493984375,0.133713671875,-0.7655732617678883,4.43854367385747,5.366777127598057,0.3037504710004255,-0.2283934972753636,-0.0619200769765481,-0.0462619955012341,T_cells
+8933,0.76805625,0.1144948828125,3.872122388632289,0.7802829427229215,5.1521325576615205,0.867263261986051,-0.0387425905792407,5.865605510989747,1.6711306837991249,B_cells
+8934,0.682870859375,0.16790376953125,3.9573853177553504,5.173116932171,5.084377445847241,1.8674296684531035,0.2224253053435486,-0.4834238337460107,-0.6062346127469864,T_cells
+8935,1.170286015625,0.1968258984375,-0.0335074617369149,5.871139841033124,5.324796657993545,2.042842258158556,-0.027277148034763,-0.4582671072851586,0.3893420892052463,T_cells
+8936,0.8528465625,0.087539580078125,0.1529217934868532,4.228220784225959,5.066610743229177,0.6819554172026534,0.1692292695587666,-0.2159597460952493,0.1784513660217191,T_cells
+8937,1.191965,0.5077271484375,3.1443635912084305,0.4629682198548347,4.915853238807725,5.160639046258018,-0.1184538703553643,-0.0872534634543209,2.7448039778673934,Monocytes
+8938,0.863624921875,0.094955615234375,0.9335300505249848,5.24219135080252,5.091103378021895,0.7100980910445986,-0.3257480423661511,-0.6732858347523178,-0.8289612890324769,T_cells
+8939,0.871864375,0.141122509765625,5.080039368481343,2.2219133975271337,5.182101837216875,0.8531873888327635,-0.3515185314135626,5.493434181310505,0.9754792952053354,B_cells
+8940,0.824593359375,0.139134375,5.136991682743473,0.9748210382681458,5.361699858139224,0.8251653734404428,-0.3426922572256464,6.027940566862256,-1.9728691107993723,B_cells
+8941,1.0394384375,0.123500576171875,1.1096229986586956,4.21560730781032,5.15658754882739,1.0208795018841297,0.0370349000892804,-0.0644109631534522,0.0417252270787956,T_cells
+8942,1.32271265625,0.4898319140625,3.456841594677995,1.3475857630516548,4.763177285798751,4.938871291095828,0.1655323163934384,0.6339623340925586,3.5049869091075125,Monocytes
+8943,0.86524359375,0.095571923828125,4.252442432461381,-1.9042658556193168,4.544592508058346,1.226272979390897,0.1392229019872191,5.001476516649318,-1.4727613525317678,B_cells
+8944,0.89707359375,0.1772161328125,1.1297375363068802,4.753743813491517,5.398658256388994,1.282065388052677,3.1310207506306966,-0.282598164338519,0.7776408340458268,Other cells
+8945,0.811456953125,0.19180875,0.0852873187280609,0.809097451585489,5.120831168002325,1.0148928032914737,3.2224348214395966,0.2560817395858005,-0.0981725106444677,Other cells
+8946,0.889906640625,0.118040869140625,0.4048380592625981,4.310316323493411,5.461429109855082,0.3223315331695815,0.4431636083859542,0.3289760951321627,-0.517899555308379,T_cells
+8947,0.736329140625,0.180265234375,-0.2011833811717503,-0.3383497178459975,4.96255499773152,0.3443955978799172,2.9607435771449606,-0.0562401923298309,-0.381378530478433,Other cells
+8948,1.139370078125,0.15186009765625,-0.7190581167058558,4.690981673483506,5.473650345672001,0.815772809722172,-0.0096651119998172,1.0481442026580716,1.3021084306243298,T_cells
+8949,0.91324953125,0.120671103515625,-0.068191300007715,4.842317486732547,5.538707952855127,1.112660011172938,-0.2267485380132245,0.3121689787118992,0.3899310282761724,T_cells
+8950,0.6796240625,0.0899291796875,3.90910846035326,1.2179400128686868,4.734339401556661,-0.0230190435750986,-0.0556747134097935,5.857818786301038,1.2782111616440088,B_cells
+8951,1.2140334375,0.0614838427734375,0.7260881516343293,4.884504623967656,5.41693719452604,1.016671236570554,0.4435354082361773,-0.5362430993104261,-0.1331475424008773,T_cells
+8952,0.974471875,0.10141208984375,0.6549954613125704,4.462372100524924,5.283050124495028,1.1356360201247375,0.4135199061224929,0.1234626829394904,-0.4714471616432373,T_cells
+8953,0.665822578125,0.0778161669921875,-0.8247708408145525,4.728611875508974,5.141542400687493,0.4198421742619182,0.12114273167731,0.0689787064109758,0.430907641218643,T_cells
+8954,0.88188046875,0.10936521484375,5.343674486344826,2.2389233908992097,5.382067101206536,0.3252004923351016,0.267182982557325,5.493667060426454,0.5876692272045917,B_cells
+8955,0.658709609375,0.106876005859375,-0.7718830331481163,5.4166249261098205,5.609026451851992,1.3931537389814594,0.0908348080645499,0.45153113260808,0.4685482582032039,T_cells
+8956,0.956111484375,0.156742509765625,-0.5316702295729374,4.613964650818716,5.298440748797173,1.5021144984933852,0.026603980655975,0.2353840658674895,-0.365460379230219,T_cells
+8957,0.793659453125,0.14991697265625,1.2618364042307595,1.0829640107293856,4.723476988435594,0.471320359700126,3.83442248076076,0.6514435001797623,0.7724911158141771,Other cells
+8958,1.016755390625,0.0780364013671875,0.2695692675724939,5.245958142595919,5.511898188015118,0.8996662066225795,-0.5021246118068701,0.0343958280502925,-0.7807185653458315,T_cells
+8959,1.31967234375,0.1240652734375,-0.2873073685004822,3.741526427335319,4.449146030689072,1.1946130010690066,3.0545142862135264,-0.2079559878766577,1.2273403673047172,Other cells
+8960,0.832649765625,0.127101181640625,1.0886561752695916,4.55885164151528,5.435519707247391,0.7985469972073755,-0.2825655135200757,0.2471519953308859,-0.5037773766557643,T_cells
+8961,0.934180546875,0.1328507421875,0.8865975679041551,5.069688406188473,5.85008645948112,0.9689548459815982,-0.0493316538636376,-0.1858099129135946,0.7001860827789963,T_cells
+8962,0.57108828125,0.11823650390625,5.278936163381294,1.7865760379470383,4.760637459060336,0.3587942442846025,0.3769612727720837,5.606230477602175,0.4371077893202236,B_cells
+8963,0.79693875,0.138037998046875,-0.3312066990457313,0.3831937085784007,4.497317067931797,0.7238401808701981,2.5468875375137734,0.5840721462932634,0.602718911640405,Other cells
+8964,0.854332734375,0.081901044921875,0.7394938106104813,4.853410911501941,5.395989608724582,-0.2095865371024318,-0.1857759805860142,0.1776457376118829,0.461840922265754,T_cells
+8965,1.1937053125,0.094401728515625,0.4910763416693532,4.548931321632597,5.40965455417393,0.4880407875270115,-0.1213090671856564,0.7450550098251744,-1.4300588318988987,T_cells
+8966,1.12697421875,0.1023428515625,0.9652323838629188,5.26493781287932,5.489081507662345,-0.0020670245410364,0.2560112765291687,0.159396283561213,-0.7509825099923618,T_cells
+8967,0.950984375,0.20424927734375,0.1028222348002337,0.9043707228093368,5.096871459453545,0.751299631239541,3.735599481090021,-0.5319026859102877,0.1603290820597486,Other cells
+8968,0.9374146875,0.111269931640625,5.092517260152217,1.255805696850756,4.75918599201381,0.5104843776250625,-0.0441212399784136,5.887408681720489,-0.9219393995873568,B_cells
+8969,0.87932046875,0.123349951171875,4.810986942154527,-1.4496417713371543,5.121134490106805,0.8604243792076418,-0.2709151393598699,5.06265725630081,-1.2995192561432098,B_cells
+8970,0.680771171875,0.13291615234375,0.4584234381148934,5.02678159875425,5.251006140788929,0.3295108635317878,-0.2968967551829729,0.3918642912786131,0.7776661787475779,T_cells
+8971,0.978415234375,0.1482523046875,1.3360559441672957,5.012141381480522,5.635299485950871,0.8803379112605381,0.2496929541162679,0.5942796150119638,0.527099295522896,T_cells
+8972,1.18325234375,0.498764921875,1.9869043966795124,0.9300233126820924,5.01917432780485,5.216025327174118,-0.1828087021484939,0.4107071226660731,3.384573798885213,Monocytes
+8973,1.99374171875,0.163834501953125,4.54355650859188,2.761328583677812,5.718396450583668,1.0076822819343885,0.687190095344238,6.53148651440438,2.205042479260901,B_cells
+8974,1.0595025,0.0640570703125,-0.5274358277226142,4.479798601846581,5.014321817704113,1.400904561063263,-0.0331254849324402,0.3205962786599318,0.2489447876699786,T_cells
+8975,0.9508590625,0.1345808203125,-0.143457579277435,4.653523070494137,5.836213699050894,0.8311465295276739,-0.2762999467380376,0.2278747595247105,0.4331582952075472,T_cells
+8976,0.7368740625,0.19239794921875,0.2478541086256433,0.6761177052304987,4.856763875608224,0.6959374452439606,3.281223885304392,0.4604946393826706,-0.3190667084978469,Other cells
+8977,1.11892515625,0.118486748046875,-0.2802518169405516,4.884786195758149,5.527793420573413,0.5004978119008465,-0.0505996670850909,0.5506049324947454,-0.7717134655129202,T_cells
+8978,0.896873671875,0.093439775390625,4.148163481366042,0.2667022147963386,4.831267926419528,0.2890181370672481,0.1913103264939212,5.726833126824906,1.625265922120836,B_cells
+8979,0.6547333203125,0.152538212890625,0.0555259257229788,0.7350334570930698,5.0851762739426976,0.9246406517923034,3.2570452901291445,-0.0798017338417784,0.523714869324509,Other cells
+8980,0.9292475,0.14905462890625,2.5496254100597464,4.4790792179575645,5.47992475269168,0.8053723733368412,-0.0853782396623236,0.0017528329624907,0.1013068806925772,T_cells
+8981,0.764280703125,0.103660068359375,5.04732132609214,0.2956213930547443,4.80134824095819,0.0613907944454705,-0.346311931845107,5.682637033243421,2.0420551561190234,B_cells
+8982,0.5835837109375,0.21783736328125,3.819270284012488,4.531049975667579,5.488129585738849,0.4413156117021069,-0.249554086015988,0.4532975847962843,1.413519869035769,T_cells
+8983,1.060842265625,0.12512205078125,-0.1799903077048502,4.945834285253437,5.467125375911802,0.9987276521636548,0.0990081136424027,0.0062738421884641,-1.1046326907825366,T_cells
+8984,0.956057265625,0.14256095703125,3.081932161285904,4.77238543087887,5.789247359893845,0.2185508158576099,-0.4432695663475459,-0.5640347395854275,1.2356957519160092,T_cells
+8985,0.948384296875,0.102750322265625,2.252761543666092,5.265857503578938,5.496695351593008,0.4972647289515693,-0.1497283824429223,0.7090344583017378,-0.0594378274184685,T_cells
+8986,0.76209375,0.1731828515625,0.1444464276045581,4.892648228441098,4.985840644888547,0.266748926624463,-0.0329489519563317,-0.3329038912392972,0.7028595001064643,T_cells
+8987,1.016609921875,0.10787337890625,4.367022892649115,4.585910951384549,5.848948039246873,-0.0660253889443416,0.6161008907087897,-0.3810222620083681,-1.3489950329567648,T_cells
+8988,0.8366359375,0.17244052734375,-0.0391493929942622,4.380632071158368,5.1494897204705135,0.2877693736455874,1.1295479035822185,0.5890715971417125,-1.199849823067236,T_cells
+8989,0.697762109375,0.13123287109375,1.9232144823428752,3.981926925563414,5.50829085481349,2.29284262182886,0.4693284051593679,-0.0093413987581858,1.997152091103824,T_cells
+8990,1.098086796875,0.54459953125,1.8407397769877536,0.7104166193321299,4.059140673306002,5.048172271367239,0.0643142699950911,0.8182475160136695,3.4769599850037767,Monocytes
+8991,0.8094478125,0.275876640625,3.803650615622435,0.8085917123720084,5.346203680845379,1.0742708588615018,0.3520176030889052,5.358515446908557,2.227829228695489,B_cells
+8992,0.911599453125,0.06211814453125,-0.7198296050375333,4.471835565232917,4.794624984107647,0.7851875991778943,-0.0500761529652475,0.6256361450610393,0.4616319686903064,T_cells
+8993,0.875746796875,0.1504702734375,0.8550249145953313,5.045372316573712,4.988442813773278,0.7907396367344772,0.4453062610071555,0.0957903787979532,-0.6185383077537586,T_cells
+8994,0.981909609375,0.125318876953125,-1.4569220701655263,4.779005169387315,5.167059153148879,-0.0135382812413574,-0.2558499204033231,0.3334435660999301,-0.8544562994133741,T_cells
+8995,1.27846703125,0.25688330078125,4.357033770560354,-1.6822180609173043,5.6334883783832,4.591604912909498,0.2111959855970425,-1.2434961265418494,4.988749185773378,Monocytes
+8996,0.88598375,0.10715685546875,1.5262655018252511,4.462804982062512,5.208508860743257,0.1060448672411951,-0.3145718250896283,0.3539325716052431,-0.1393589454232168,T_cells
+8997,2.12968234375,0.3291671875,4.340521411864015,4.796009550009368,5.26154299228471,1.0183803015524706,0.1803421271184524,0.1031611080537332,3.0251152407236965,Monocytes
+8998,0.817140703125,0.1436543359375,1.0048781037530805,3.9863581682962055,5.263440900075152,0.8194120126570077,-0.2834421389718165,0.5105616661675193,-0.9489681217893672,T_cells
+8999,0.5682431640625,0.100352919921875,1.36294056012169,4.083533551645218,4.7941780784412265,1.5374980784165542,0.3027643787026933,-0.2083081577327284,0.9473300561819374,T_cells
+9000,0.75436953125,0.107303876953125,4.882337060875076,1.5903354770271745,4.768879224789789,0.4739829759213967,-0.2229964679167264,5.92808500044383,1.958482913402105,B_cells
+9001,0.802914765625,0.15007,0.978141660515042,4.571215202220867,5.307501170703832,0.733179765355971,0.4167354344484568,-0.5442573932004554,-0.6640982358188169,T_cells
+9002,0.930449765625,0.109602265625,5.019173885616855,2.243063587627683,4.928722008560239,0.849608804735819,-0.178198842582438,5.371793834402578,0.065652559909465,B_cells
+9003,0.848033125,0.0787319140625,0.2424442946316534,4.896615853608649,5.298426475454439,0.6975828051506933,0.237720706961487,-0.4631801824781196,-0.0001399989974954,T_cells
+9004,0.843205703125,0.181150390625,-0.5018904857801009,0.2772432066495388,4.414155767106092,-0.2015353603109348,3.697895134877436,-0.4025016575426313,0.7995687702517755,Other cells
+9005,1.183565703125,0.121072568359375,0.7954493158233231,5.016501426073673,5.4420401036245165,0.5774462829105794,-0.2106983233588198,-0.0451850147697107,0.9145822721109976,T_cells
+9006,0.89749640625,0.1326191015625,-0.2965774644845416,-0.0834920293254666,5.103083115494044,0.4863339535742493,3.091720365804239,0.0470514781916772,0.1745418300395159,Other cells
+9007,0.959333125,0.084206025390625,0.8278387566148042,4.152894267595717,5.374354118569481,1.4870350182644834,-0.5376273876217647,0.5132679992441304,-0.5830271523107414,T_cells
+9008,0.915259453125,0.123773017578125,3.3325741111385514,3.688324985845072,5.483131025211725,0.8727796195925044,-0.1491180999916793,0.0572905303799201,-0.3378977513477015,T_cells
+9009,1.08207609375,0.109099375,-1.53149554518998,4.709663477210135,5.617188101370143,0.3485388373724384,0.0829061986897621,-0.0884853636092731,0.984910661973618,T_cells
+9010,0.904964375,0.0676876806640625,-1.5107880160608504,4.776431295930695,5.068289861594799,0.6102655120120355,0.1513668416322915,-0.0579612344085587,1.5242840822669712,T_cells
+9011,0.781682890625,0.1126063671875,1.289122062760521,5.557330643376109,5.331801693895645,0.58071676773003,-0.0061283560881209,-0.1907476595609635,1.200806821682387,T_cells
+9012,1.304550625,0.15986603515625,3.370200062767845,0.3349084278873179,4.02327368053404,2.3249592288381384,0.105808107687318,4.232738307844816,-0.6692608074313702,B_cells
+9013,0.97107890625,0.13197458984375,0.574917637919629,4.139445107357237,5.367714331042178,1.2807469599507544,-0.0877806965494251,-0.352297044123894,0.6128883702854759,T_cells
+9014,0.92701203125,0.469479765625,4.038949357753068,1.0490130299816929,4.647313699419641,5.390949015337895,0.8810896790267053,0.1037480076810504,4.014044011942782,Monocytes
+9015,1.13739171875,0.10518732421875,1.1160619444900872,4.8981210158305855,5.585552125657687,0.6458186089545194,-0.2470914594006256,0.3342037377047026,0.5559869346494881,T_cells
+9016,0.760892578125,0.104461806640625,1.0030151090492314,4.718121631317208,5.130695125500626,0.8305581266692601,0.136614285097581,0.063858223511559,-0.4928431466228866,T_cells
+9017,1.08115265625,0.1230241015625,-0.7602721323626427,4.220126033262099,5.343936360584836,0.1857385656945812,-0.186430510419676,6.305434748488966e-06,0.5799579667047251,T_cells
+9018,0.941549609375,0.116334189453125,5.105086770164749,4.605645296273559,5.612871947297196,1.189056680585445,0.0240290434294189,-0.5712388752558856,0.815623274040245,T_cells
+9019,1.114837265625,0.098013125,1.1297199194478929,5.2799325448724215,5.15451436533249,0.4898652926172006,0.0003478332740713,-0.0586515021892344,-0.3610553421170214,T_cells
+9020,1.52816921875,0.21911865234375,1.1752796800829348,5.056383693643436,6.077474421118331,1.3273359807566787,0.6228871521050339,0.8837751851884238,-0.8707863014120706,T_cells
+9021,1.046179765625,0.11168041015625,-0.6291107721979639,4.402576454097851,5.111783023962453,0.7624028298173388,0.3814049366143989,-0.1502236750363215,0.5571450526383012,T_cells
+9022,0.90612484375,0.09646787109375,-0.4017944183306255,5.036726434989118,5.162434945637062,-0.0940078987412958,-0.5037498008538267,0.2070249424074763,0.4009550168405764,T_cells
+9023,0.963772109375,0.093157724609375,0.2450996167263808,3.922991727179161,4.913391869360346,0.3028854483756173,-0.3749596465908974,0.9525073592247868,-0.0547728892095429,T_cells
+9024,0.669641484375,0.101295673828125,-0.4640161011582222,5.859319992407609,5.310561369856031,-0.1499154522716125,-0.2446418150574173,-0.1421174503619989,1.025567244825188,T_cells
+9025,0.94594703125,0.12654728515625,0.1897483821904433,4.517209896436588,5.592212428930513,0.759616572191186,-0.4804381319416411,0.0594482623486773,1.01683551836752,T_cells
+9026,0.8992384375,0.089743154296875,0.4431443813347809,4.361405964832068,5.08934234318605,0.9786417712105652,-0.3102008979097169,0.5037168038600556,0.7843377745854923,T_cells
+9027,0.831971875,0.137471494140625,-0.6009791392697402,5.331089979885477,5.266903811070129,0.6244187247742465,-0.2306723413331497,0.2221595905615342,0.7957015268988896,T_cells
+9028,1.00222921875,0.140109541015625,0.5423699147653205,4.351850595321117,5.470750006613103,0.8440360833502414,-0.1868374048979272,0.589062785160994,-0.6262151254954291,T_cells
+9029,0.8626903125,0.080366591796875,1.2664478576709264,5.387074960071656,5.3918280578639965,0.8115497369673883,-0.0044963709393028,-0.1305751563993048,-1.1456202298971068,T_cells
+9030,0.87815640625,0.153121513671875,0.8568490662596777,4.201279673191244,5.301572218137483,0.4375951072336873,-0.2884694241082357,0.7636009332848821,-0.2397443203031657,T_cells
+9031,1.112538515625,0.114345458984375,-0.1582123298009796,-0.5623388052713446,4.719821895538548,0.2856968544745393,2.871371373029557,-0.4633149544378749,0.037345258168038,Other cells
+9032,0.91995234375,0.09863302734375,-1.9184265599234145,7.331020498419911,5.427747686936426,1.2224939950663642,0.1899848261910574,-0.6351461387677807,2.613613720358961,T_cells
+9033,1.57756375,0.15862501953125,4.91365040723241,1.7707544448948094,5.392226128623944,-0.0399896382927103,0.5662813402104354,6.312711935008333,-0.9433006445520932,B_cells
+9034,1.35668890625,0.5195225,3.306652062303612,0.3920600348224771,4.428765788719503,4.881104004250186,1.3487402301477514,0.9460391868641558,3.191732040151194,Monocytes
+9035,1.34503765625,0.12958619140625,-0.4524150523285812,3.821750546981909,5.35165182268021,0.3598424601939829,0.085885274314126,0.3176415664279436,-0.4901114500422279,T_cells
+9036,0.94448703125,0.09099435546875,4.957775062925936,2.4988340973873084,4.953644018001837,0.0754615174444628,-0.5698102663447399,5.740929440325562,1.2986984476130503,B_cells
+9037,0.66777640625,0.137859775390625,0.8386012039851838,4.401757881580201,5.136357967891065,0.7859360588372702,-0.3399791347999972,0.9569157798997184,0.000665744063074,T_cells
+9038,0.89952484375,0.064883408203125,0.7863029947992901,3.941006429200934,4.829615290925944,0.3280725704746987,-0.3338946766831969,1.1629192664423496,-0.4487560920465592,T_cells
+9039,1.149962734375,0.092875673828125,0.9705505031109836,3.4775831822924346,4.246642892547413,0.3333378262346058,-0.1091444989436047,0.3445166506354125,-0.6501808676412214,T_cells
+9040,0.836979453125,0.1679337890625,4.720824733569157,-1.3096223238059437,5.4216542018250165,0.3774468523189108,0.6163343024492617,5.808151658822757,1.3658293970824076,B_cells
+9041,0.834053984375,0.156975361328125,0.529383730823055,4.570650431697834,5.512510004903628,0.0698555947633204,0.0269866322352052,-0.6740887523594695,0.1154589951157479,T_cells
+9042,0.947178203125,0.101238662109375,1.029343487307102,4.551379445976977,5.335643940512953,0.9020731538859164,0.2406356501123826,-0.037724902966898,0.9443458643969176,T_cells
+9043,0.95246875,0.135627998046875,-0.646884348635384,4.540327642174483,5.617942504685594,0.5381786690561768,-0.0520816799184508,-0.1836805620323587,-0.586844964256644,T_cells
+9044,0.9438940625,0.10146970703125,1.2552815402252473,5.472631970556349,5.46613723306228,0.2897309904992197,-0.0341271645212861,0.5816677941545948,0.411117055885544,T_cells
+9045,0.7023640625,0.11280919921875,-0.2893314536898645,5.095059159105967,5.799419334220048,0.571369638828573,-0.1917096892849652,-0.2068179967731332,-1.1784835460939689,T_cells
+9046,0.759772421875,0.1415509765625,1.3128618159050236,5.072350440467685,5.68584555959046,0.3099271106458595,0.3042675954375117,-0.5361009939144915,0.6863414132380582,T_cells
+9047,0.661322265625,0.0996748046875,4.914913699179713,2.278890685468454,4.822586148965629,0.4836684460571279,-0.756071815452372,5.680503940158533,0.7160808348540507,B_cells
+9048,0.94251859375,0.13709044921875,0.1883984505609995,-0.0982210084170872,4.332074136078082,0.2283433768521822,3.925076486681914,0.5093855418474018,0.3943278827880427,Other cells
+9049,0.966586796875,0.068348984375,-0.5390442364264235,4.332407646631061,4.990733514508518,1.3455447671392848,-0.1785314580056799,-0.05076315923166,0.7394567938890316,T_cells
+9050,1.154068203125,0.115671669921875,1.5999513161411802,4.403857596547667,4.807233705002442,0.6388423029218785,0.1431562734473039,-0.2454502180642215,-0.4245610099052259,T_cells
+9051,0.74022921875,0.151843896484375,2.070247876405761,4.765489331834226,5.328928611856611,0.8132711963537878,1.117753909515352,0.4704014084027054,-0.4662025100117221,T_cells
+9052,0.9843796875,0.097689072265625,5.124723066390035,1.0842785015182177,4.589793249977055,1.015089974387653,0.0718164419608377,4.748284160623536,1.4393508296566166,B_cells
+9053,0.9886271875,0.2454907421875,4.285577213668091,-0.0430140188766103,4.409311151100617,3.412892432053958,0.4332009816853121,-0.916211318873756,2.747904829783679,Monocytes
+9054,2.08745109375,0.3152876171875,2.0008838497871806,5.420325613003558,6.147832545503007,1.0744808190054806,0.2387786304602516,-0.4129173594177962,0.4555924474463472,T_cells
+9055,0.85010375,0.11477212890625,-0.2001812923009553,4.577011309515991,5.256846809623815,0.1504867481511824,0.2399309501664498,0.1413953887626564,0.7655596013293806,T_cells
+9056,0.682040078125,0.0962434375,4.980876828557205,2.3603725636411306,5.124110483692374,0.842188463257859,0.067406936510007,5.945354921111225,1.5917653902566031,B_cells
+9057,1.023921484375,0.13434138671875,-0.2054421044699675,5.3346157927567575,5.396856750468722,1.5900518087338087,0.2731652327710181,-0.4417716231474604,0.2083297827357592,T_cells
+9058,0.867313359375,0.10974328125,2.2258913870733283,6.681793262175619,5.853759224713806,0.592706334184856,-0.0495593528699299,2.2161062263558087,0.8250661255235457,T_cells
+9059,1.1412175,0.140045341796875,0.9268539931983832,4.86931138582732,5.598593637394829,0.7651904715813875,0.017752959186465,0.4271148433426358,-0.0339596673022557,T_cells
+9060,0.977446171875,0.13277091796875,1.173339829426447,5.27279277866448,5.5196450006220825,0.1586877079454815,-0.2651400197825286,0.3940425839303629,-1.5670345546687794,T_cells
+9061,0.668476328125,0.18375541015625,1.015219740872971,4.327728357839535,5.310429241965364,1.1500235485664223,-0.1382755199804728,-0.4465014749785716,-0.1274627808265281,T_cells
+9062,0.829399765625,0.08702830078125,4.828007339971437,0.5015862496280917,4.895101188301398,-0.0233310843126871,0.4064825534785727,5.397356571866814,-1.6695464367475157,B_cells
+9063,0.4832773046875,0.193466953125,5.1608126835156005,0.8108295780216344,5.348766825706946,0.4197342255295881,-0.4444265478297748,5.748295555783864,1.932444956810892,B_cells
+9064,0.778314375,0.127385029296875,-0.1395053437575867,4.708205367499708,4.998248679393471,0.6694518166213449,0.090306762734382,0.2675613846414409,-0.6999499155582001,T_cells
+9065,1.188550703125,0.11501037109375,0.8514643138022497,4.524029305724545,5.249880714475127,0.3360597478575042,0.1424449822994732,-0.4050244310111362,-0.6924700061067055,T_cells
+9066,1.5314515625,0.404432578125,3.578677313407725,0.903466267975994,4.563248553593843,5.2024597183472086,-0.0626650844496518,0.785311364927517,3.059736045062897,Monocytes
+9067,0.73666734375,0.16466984375,0.7538155732484786,4.9477977921019285,5.295500269944793,0.6708718835916253,-0.5257638555777684,0.3903873212370937,2.635806355471298,T_cells
+9068,1.18069796875,0.14280099609375,1.0773720972826342,4.354986015711036,5.384022740388891,0.2435391674876657,0.5737313333395347,-0.2662715373160517,0.3866842991904222,T_cells
+9069,1.329529375,0.0921189453125,2.3956156379758333,4.986874007740767,5.763138252889665,1.072489676258519,0.1501958496297978,0.1604734095778456,-0.3162794852529959,T_cells
+9070,0.808443515625,0.07694421875,0.2998878399278801,5.345466956764208,5.491375697623544,-0.1976570233394936,-0.3235511711476841,0.6606396543687918,-1.5869649249137665,T_cells
+9071,0.889275703125,0.1426509765625,0.4519900194303943,0.3648064192646296,5.16591920579354,0.7712055472621011,2.596795812823049,0.1769253335629137,1.1408995489613176,Other cells
+9072,0.892903125,0.086136552734375,5.054525772062214,-1.091819202490818,4.921065138302623,0.2738917660768025,-0.4034228064046842,5.517622351335177,1.071635821690365,B_cells
+9073,1.136507265625,0.11693548828125,1.1581323853442969,4.560868292331642,5.548257743314211,0.802782351728036,0.1237263954351762,0.1212391996800885,-1.5290645341903626,T_cells
+9074,0.985798671875,0.151554658203125,-0.1184902533403734,4.290947949545668,4.785729526382633,0.3814754230393093,-0.2552384603079053,0.510995544698924,0.8641497063848101,T_cells
+9075,1.015285390625,0.080681044921875,1.2383513863009188,4.811056859390465,5.111700339622754,0.441799395135777,-0.1458746549403368,-0.1883905940350538,-1.0504752257699814,T_cells
+9076,0.80663765625,0.163336416015625,1.3194224554496896,4.718006983342493,5.276335912371096,0.9903935228249376,0.1047744330122843,0.1905956139207476,-1.369351369833597,T_cells
+9077,0.7892025,0.107188662109375,0.3665268020295256,5.116596651282191,5.1327204601240775,1.4464023666472758,0.1886667768004001,0.2725348198723482,0.111421524735581,T_cells
+9078,0.935258203125,0.153758212890625,1.3394186607024046,4.98664863781462,5.325481894552949,0.723261883352829,-0.2599898870420577,-0.2594799809199551,0.0476878030413834,T_cells
+9079,1.106807578125,0.1310522265625,1.3141825311921382,4.641052414824718,5.700376509545589,0.4813676023875822,-0.2880575811640229,1.2126520062922783,-0.4777403677398631,T_cells
+9080,0.7125034375,0.154161484375,5.516157158420395,-0.8711620183833987,4.718991028027926,0.0938640734328085,-0.8686343521076227,6.128544112275169,2.33233759300469,B_cells
+9081,0.819249453125,0.105553984375,0.1030713154995961,5.359211114106285,5.230942868889641,1.1631231196738383,-0.3985638932938786,0.1056301166864926,0.0065271644048335,T_cells
+9082,0.90449703125,0.13914638671875,-0.0880497915664564,4.569453695787647,5.569715865726382,0.6139756036864484,-0.1665032772763685,0.8598950737022599,0.2302988658885972,T_cells
+9083,1.404796875,0.24540935546875,4.900533050873235,0.9277010950963932,5.51292625449176,0.9016000270841692,0.3020785850466022,6.15606037434422,0.4893208085746309,B_cells
+9084,0.78663375,0.093687607421875,-0.7616602415636595,5.043398534934963,5.008125736884593,0.7659163193306083,0.043087104926686,-0.0055606936659234,0.2161004174714147,T_cells
+9085,1.996231875,0.21525927734375,1.7148372107051737,4.860238342065678,5.615079197194075,1.124670660014739,3.066300107244589,-0.434870645570322,1.180862807034189,T_cells
+9086,0.9744309375,0.14976935546875,0.3104095492003156,5.372193768297517,5.423813192616652,0.33960837600091,-0.6906302644930598,1.152675091292672,-0.3039859290324272,T_cells
+9087,0.7913825,0.159394951171875,0.8247685570082419,4.477570466460113,5.238939201647371,0.7490048002242439,2.6375939658542484,-0.2854704843697722,0.7141013563245515,Other cells
+9088,0.668297421875,0.151324208984375,1.3584126858188563,4.116464844037444,5.465587948300259,1.5217735523651477,-0.1442877997537117,0.3453181420288396,0.9767533022867004,T_cells
+9089,1.1723109375,0.0729061474609375,1.1823165863404803,4.904578256714947,5.483528691675233,1.1764022750124208,0.1955447257001987,-0.3274641723631868,0.0348009785855357,T_cells
+9090,1.04024859375,0.1818662890625,-0.18936971075136,4.639390033105541,5.200818031704212,0.9511783307489948,0.2517172525815779,0.5702379033571736,-0.6218033877836889,T_cells
+9091,1.035843984375,0.622331875,3.1826850183542623,-0.7275070989885081,4.654382135247423,5.158696141275566,-0.2770335668082488,0.487751022558851,3.5851516242410697,Monocytes
+9092,1.042253515625,0.103092373046875,-0.8724348227822962,5.103090530490345,5.059970852119824,0.6133894817135406,0.0820035491190607,0.0390583163459564,0.1289706462176899,T_cells
+9093,1.4338365625,0.39973328125,4.614895740885943,1.8135744016268696,5.261121040737655,5.160935923908432,-0.3627785820118047,1.0891005460438945,5.065081416501177,Monocytes
+9094,0.527017109375,0.1582331640625,1.4261055734221115,4.819028289342546,5.634252959437527,1.2150094195398182,-0.306028294435986,0.2527151512326256,-0.4813738295150213,T_cells
+9095,0.899023515625,0.132877734375,3.186317941454144,2.0412451375857934,4.865055066761453,1.0052951093116762,0.5831767691243087,5.472432966949477,-0.9257891292610962,B_cells
+9096,0.980607890625,0.136318115234375,-0.4972323391474677,4.576293321279643,5.362702600510585,0.4495882748668444,0.7151461012914908,-0.695858632118809,0.7974172055909263,T_cells
+9097,0.889065625,0.156559482421875,1.1505152231414688,4.365684835363852,5.387146400655705,-0.0168956076591562,0.8000161337941663,-0.4377048887729083,1.2579914117471755,T_cells
+9098,1.116401484375,0.472468515625,3.2364631156056904,-0.1764513350423654,5.035968516501055,5.172553464629748,1.671773468879895,-0.1197199943698205,2.919403738503576,Monocytes
+9099,1.00678875,0.126268837890625,-0.0334482306760471,5.015905678992647,5.865394696222522,0.4933670693072102,0.2022632035895143,0.1639410658602183,-0.863306175523307,T_cells
+9100,0.932842734375,0.095189658203125,0.9686955302788705,5.038787401144359,5.260866257259247,0.8421035978141818,-0.2766734013472263,-0.1998435788734516,-1.415636362094583,T_cells
+9101,0.728141953125,0.19314251953125,0.8367483179267439,-0.2096839691727787,4.228475641732238,0.4728163184767083,3.919718357084944,-0.9530023167059036,0.0384014206882477,Other cells
+9102,1.002475234375,0.125081845703125,1.6209531199092229,4.65578261126551,5.798219195315827,0.8094560935601312,0.4826802614569712,0.4934255127512457,-0.5388885328520423,T_cells
+9103,1.03890546875,0.11096568359375,1.0278690223576683,4.243834825988532,5.472919778084909,0.302135144067364,-0.3664119228291499,0.8019131404287531,0.1416528768728773,T_cells
+9104,0.845542265625,0.113328876953125,0.1968311068558378,4.333624151179404,5.028577688740604,0.3195599166615244,3.646992825822696,0.1059375968426784,0.4567653895815755,Other cells
+9105,0.9837609375,0.376861953125,3.458580229722517,1.4939498893506988,4.694803653140268,4.519246823575243,1.4310678626968432,0.4891039296163331,2.0128682924331147,Monocytes
+9106,1.0651840625,0.11786263671875,1.6429086270293056,4.632935289834103,5.333286025528332,0.6313866942858284,-0.2743568242956782,0.4487940232909909,1.1708184397800288,T_cells
+9107,1.056193984375,0.5301464453125,3.773246330223254,1.038696388551258,4.938789816117733,5.008025548496125,0.0265436131529811,-0.2759500877929174,3.378046755491748,Monocytes
+9108,0.908843125,0.1041221484375,-0.1023050765682119,4.513596794361672,5.198542799196337,0.2211457372735756,-0.3599466951646735,-0.3086299797144233,-0.3020997805079877,T_cells
+9109,0.99011234375,0.16489126953125,-0.0829460047742449,3.8184448758913576,5.201543589087423,0.9391131690925044,0.4080220751655925,0.5751093007813908,-0.4863270512404681,T_cells
+9110,0.767998203125,0.13975728515625,2.0369683179545097,5.03511276337085,5.79771965242957,0.6896402131088395,0.1393557481588249,-0.2965025395293691,1.2914983372644555,T_cells
+9111,0.5348525390625,0.23225498046875,0.5979054559961816,4.5053841875296055,5.435971012451999,0.4932040469121337,4.408404293433194,-0.1215500210511072,0.9968038430117704,Other cells
+9112,0.96614546875,0.14148857421875,1.2360230861173924,4.441952135867937,5.448275526106427,-0.16709592863591,-0.2827083980073168,-0.4851711184669166,-0.703361048950588,T_cells
+9113,1.649780625,0.180276640625,5.182473636403896,2.577998816571658,5.2653219045670046,0.5903365761260649,0.438854901591022,6.170998576355627,2.4190375655849805,B_cells
+9114,0.841570234375,0.116568212890625,5.039676017511069,1.084944023967256,4.995262099546423,0.2304569195956548,-0.0949260882677092,5.833827505538799,0.6718521774700872,B_cells
+9115,0.6952646875,0.149838359375,0.6258868204573892,4.271522363635709,5.57539587614464,0.7335308485778346,0.126333416761465,0.4323139485641917,-0.5413958601952942,T_cells
+9116,0.8347965625,0.21296806640625,1.4323586431646178,4.540398514161187,5.277445955242354,2.3201220653812453,-0.0080310267056092,-0.6094794493636706,1.3632554655452134,T_cells
+9117,0.79306640625,0.120113603515625,1.5619572083335471,4.893086150536145,5.707762893140653,0.2864075537839838,0.0330536406854083,0.0633377627527278,-0.9054024605728022,T_cells
+9118,0.866092421875,0.100241298828125,4.582674406672905,-1.729858778610806,4.616572345519716,0.858774046831654,0.344600991398835,5.755927087927031,1.5252157183095196,B_cells
+9119,0.99193328125,0.067101376953125,1.5993679904838605,4.665422018469712,4.521847938461681,0.3554256389574455,-0.2179429328733322,0.5713247808459853,-0.0066388637187692,T_cells
+9120,2.01344125,0.18165326171875,5.352681021382857,1.93298101191061,5.822335502519328,1.2966725077841872,-0.2322532660986992,6.151079906413281,2.19503060975757,B_cells
+9121,0.656292890625,0.123345146484375,1.272405750967094,4.903827410921176,5.115532946996388,1.1833626447998464,0.0845888793899345,0.0981406757045581,0.7124720378713262,T_cells
+9122,0.92347375,0.071363291015625,3.795506408420045,-0.268249989250539,4.529755136634304,0.3125828918579563,0.574150306289897,5.477073746160495,1.3583829075591252,B_cells
+9123,0.89050171875,0.108425458984375,4.076589981332097,0.6545627332452839,4.888505279766632,0.1462843138899257,0.2191711408130044,5.28684067160096,0.8917347286441728,B_cells
+9124,1.25332484375,0.18093134765625,1.141978368801417,4.985307526796412,5.464338048877063,2.4770081658821166,0.2864484865536387,0.5289158656961315,0.7266263347893636,T_cells
+9125,0.73538390625,0.123452568359375,4.06855147560465,4.481505603947349,5.723394845464444,0.4266076981366639,0.064414385918993,-0.96796140320811,-0.3393327242589076,T_cells
+9126,0.75820234375,0.112098681640625,-0.7298188427156556,5.560216944718117,5.434648644919818,0.6044019535428615,0.2480601601306516,-0.3728453778737844,-1.3267177686088902,T_cells
+9127,1.270437265625,0.163823095703125,-0.0275798882797691,5.076360969165084,5.30985901639868,0.0823945912773734,-0.2764678649991191,-0.7899279209194215,0.5901354423884612,T_cells
+9128,0.9597509375,0.14119271484375,1.6865078546545629,4.988524973221593,5.565519526478071,0.5585969323306775,0.2419215289639684,-0.489616451856106,-0.1023282157313672,T_cells
+9129,1.52348671875,0.31560541015625,4.098213156917031,1.896921755080652,5.078216858456214,5.328327688770732,1.8370842750420897,0.4970856863258829,3.833270673488264,Monocytes
+9130,0.928694140625,0.103557451171875,4.363523763949151,1.2094274164658787,4.684327261093783,0.4522555006988128,0.5279238242653409,6.00078917513282,2.4197770821267515,B_cells
+9131,0.797785078125,0.0757158154296875,0.1118977890719248,4.921787369061392,4.94335032534666,0.5992691980102343,-0.0642335498271275,-0.0489011080712149,0.589417519102304,T_cells
+9132,0.9164309375,0.126969755859375,1.3545310928977898,5.476782462579314,5.613558110179559,1.0859538589191722,0.1337242700215825,0.1184389858230842,-0.6582456924846447,T_cells
+9133,0.92709046875,0.112034462890625,0.8178015222871895,5.033268830255426,5.610483445499924,0.4242626849412152,0.1714530958569159,0.3679459040719671,-0.642353704665609,T_cells
+9134,0.73877796875,0.085632470703125,4.706423229303044,1.72863627340792,4.359204897144776,0.7125513464600337,-0.6523064066403029,5.404200297135938,-0.7698939518838832,B_cells
+9135,1.016177421875,0.124038271484375,1.4336453833501674,5.059376212269974,5.747693810947159,0.7834874067903845,-0.2679814645606197,-0.2703092590711567,0.156043253435514,T_cells
+9136,1.02658265625,0.5359891796875,3.035174084196448,1.5452703651445243,4.7318491238331575,5.442960875104744,-0.4904141081374523,0.1493117807386424,2.810487151458456,Monocytes
+9137,1.0007296875,0.148004462890625,0.8064189800009498,4.370774535728391,5.294935041164892,0.2391683706144648,-0.244812361362895,0.5059288395873413,-0.4688433116762907,T_cells
+9138,0.9775084375,0.09595478515625,0.3080785056752185,4.457667786192362,5.514289823050039,0.3297325404857242,-0.391275712371204,-0.4764619497249736,-1.0167666084848297,T_cells
+9139,1.69065546875,0.22430701171875,2.1986779706645767,7.093718770923628,6.293566262197621,1.1420772536707884,0.0747904491520777,-0.5043400415482397,1.6982045604891376,T_cells
+9140,1.33964734375,0.129955849609375,0.3455868210290612,4.693731484144673,5.807226603398901,0.3722361849726985,-0.181924585271784,0.2291646365977295,-0.5724120577383627,T_cells
+9141,0.88420546875,0.1954816796875,4.488432882554205,0.8765866322055025,4.416990830226212,1.3448020543304922,-0.3323486884377468,5.164151020751291,-0.4858453856601867,B_cells
+9142,0.780003359375,0.12066509765625,1.5748289297468192,4.653910004034206,5.110344290760087,1.4889652494897707,0.1303741527549499,-0.1197403802237611,-1.4031856644233256,T_cells
+9143,0.77834140625,0.14470390625,4.502479575376241,0.0427183107374715,5.041361714703583,0.3706304910586373,0.0408268304427254,5.659973007045735,2.272247564369994,B_cells
+9144,0.79762171875,0.1076129296875,0.5824475306020347,5.135347752042317,5.352207193776696,0.8773292918610839,0.1088468395604137,0.1660984083227654,-0.2253755083945651,T_cells
+9145,0.73526890625,0.1575760546875,1.3255944679827916,4.576091900137232,4.742358229807914,-0.2538093368271571,2.0393180202439765,0.0745778771291562,0.1601180353972658,Other cells
+9146,0.8534890625,0.1480140625,1.129372405254144,4.441972534170606,4.947634861125108,0.6071885317618296,0.9608749684121712,-0.0385126325858898,0.1500975416697473,T_cells
+9147,0.960627578125,0.110148349609375,5.491975557922532,2.3966632545003432,5.264475922574072,1.0237040719676656,-0.5285963951339383,5.656160967304109,1.6153003960191143,B_cells
+9148,0.77935515625,0.1514022265625,1.0958508249642067,4.217880487664803,5.519064618308804,1.4432807186887586,0.3936754904090404,1.0738886898262776,-0.5344011263045542,T_cells
+9149,0.80990578125,0.128084736328125,1.4089054937963326,4.0719962096976605,4.976052393784078,0.4991822422647989,0.1927849821471348,-0.1109147531941586,-0.4218704898910815,T_cells
+9150,0.643785,0.21292892578125,5.236038610009363,2.5690105931618987,5.424773955574023,0.4930777387502146,0.727008378578645,6.59255104776053,3.5873521934994828,B_cells
+9151,0.804081171875,0.10229484375,0.8837026274639911,4.2843189152069385,5.377873412384693,0.8933092819347439,-0.401669578876822,-0.1207379532047455,0.0337787177751839,T_cells
+9152,0.5602622265625,0.0717203515625,4.814507377401875,-0.4422545378882802,4.845390756363148,1.2250758554715129,0.4733412790193212,5.735500180563496,2.3410897609495187,B_cells
+9153,1.32360578125,0.23529130859375,4.303742551389956,1.6429018610085755,4.417943025897462,2.540237776530354,-0.5355167917282386,0.4491555541757103,3.024018980102812,Monocytes
+9154,1.068543671875,0.152831064453125,-1.1851741796928683,4.704638618641472,5.119937641131099,1.1131495522989556,-0.3531364024149634,0.8488339042282073,0.0278547845307408,T_cells
+9155,0.7713484375,0.10520712890625,-0.6365499140237562,4.101507113691477,5.009612430415432,0.6760879257685637,0.0490310424035755,-0.1926404912330922,0.3976893992102868,T_cells
+9156,0.80814640625,0.1113221484375,5.349723906101815,2.3293679909059395,4.842242917573848,0.7589876467894936,-0.5102163714652092,5.660718851241771,0.5338849371368907,B_cells
+9157,0.997885625,0.162984150390625,-0.8878425595842321,5.064473582415304,5.597576914784754,0.1116277188624371,-0.6953188576272575,0.19984044466536,-0.8928068172110842,T_cells
+9158,0.78308515625,0.0985958203125,5.286228853142072,-1.9465111252434188,4.67482654524806,0.7034787844404073,-0.3303478039303519,5.430314360263134,-1.0615260093724836,B_cells
+9159,0.7588384375,0.125000830078125,-0.3903737345274357,4.5517759627554994,5.576284582726568,1.1316548641590685,-0.2179055666382955,0.6609434760768991,-0.6336432120117941,T_cells
+9160,0.835925625,0.073185791015625,3.063528820358236,1.4438362984898296,4.64570370018073,-0.0881848908031313,0.8838262069089351,5.626244207692503,-1.0868400440025503,B_cells
+9161,0.601109140625,0.1544861328125,0.9863390882417492,4.237966139728655,4.382566638070279,1.1498152693705952,0.047348519354341,0.7424207887750267,0.1388880033746632,T_cells
+9162,1.016531640625,0.18413708984375,1.837314531480341,3.90017270019984,5.408740421331664,1.196912381598836,3.289959677624076,-0.3134840626023032,1.002030925837773,Other cells
+9163,0.5512437109375,0.145866298828125,0.6476747625279973,-0.416352828574646,4.896949155155025,0.5029872396989792,5.380942605065363,-1.1376203947579815,1.6738196974844846,Other cells
+9164,0.783644140625,0.123019296875,4.6427333934084665,1.5197202843850213,4.930404508667024,0.782062075668718,0.1007282225016884,5.782257664198939,-0.2544966861039952,B_cells
+9165,0.83232171875,0.102315849609375,0.4519713390673584,4.672525385443665,5.329951779616144,0.395697209510197,-0.1890366489126979,2.1965614350605702,0.571784458221503,T_cells
+9166,1.041550390625,0.12468517578125,0.7164583380395736,4.641109072896628,5.561243620153515,0.5336316333065398,0.339137002789679,0.4983203165752233,-0.3193243631674215,T_cells
+9167,1.16706046875,0.1865620703125,2.725132700813284,1.7900109377678008,4.83390686122988,1.413851028922524,-0.6616180061081941,4.994299249157298,0.4340527606635944,B_cells
+9168,0.869398515625,0.0808316650390625,0.3953504946171438,4.9580053885177975,5.48074207016614,0.471212762651047,-0.0806544471551472,-0.4837320863860261,-0.9320336409166072,T_cells
+9169,0.86681203125,0.1001284765625,4.719082210055534,2.4476408287349423,4.669809087742632,0.3551367218742037,-0.1203723500163345,5.679374691450088,2.368871774903526,B_cells
+9170,0.936746484375,0.103018564453125,1.2473637313283352,4.726475283437532,5.522452907836016,0.649531317776002,-0.2799381888517597,0.0899722866563361,0.2715852943449847,T_cells
+9171,0.8598284375,0.111554384765625,3.8530132850593257,1.4704021006161971,4.840012452267201,0.5651515652148391,-0.5045395551856694,5.805679561886222,1.879903982304599,B_cells
+9172,1.1068253125,0.117690400390625,1.1077879782702769,4.768837945187069,5.398274945923001,0.431136882121223,-0.443934450454771,0.4965319877543481,0.5901195419642762,T_cells
+9173,1.012724765625,0.0842534375,1.93667941272492,4.528198044414832,5.4067206325509884,0.4437346278101097,0.1974455472489069,0.2056526418442455,0.2643011974442709,T_cells
+9174,0.716724453125,0.129345546875,0.4117223660436762,4.473444350298859,5.464357513119971,-0.1017195286229195,-0.1953636725738454,-0.3678865779568652,-1.4008620757836183,T_cells
+9175,1.035339296875,0.1296978125,-0.5359012080938936,5.228979581863472,5.577718507939752,0.3173105191895796,-0.0747304384971838,0.0707864857475965,-0.9149921357313456,T_cells
+9176,1.6206571875,0.786667890625,2.916183562334864,2.540076787251531,4.978724327213765,4.868106390710643,-0.5373050928540488,-0.4155633584086168,4.136828513731893,Monocytes
+9177,0.659063125,0.093028095703125,1.698265395424514,5.482324877117069,5.161624769896512,0.3875666034026451,-0.043630652662069,-0.0691182247066264,-0.3500837390363682,T_cells
+9178,0.94332828125,0.0818272314453125,-0.6267659210894672,5.075391717531853,5.345666889316908,0.3260945373429634,-0.0458766400477366,0.1021114233852581,-0.749910953484716,T_cells
+9179,0.8571665625,0.10780916015625,2.0473305085025286,5.037544456658393,5.189562024484927,0.89214650923534,-0.106261199320984,-0.4073870646693368,0.5880482070484183,T_cells
+9180,0.980424921875,0.1129754296875,1.394032708156909,5.144630941092084,5.224270289214687,0.0676815829419536,0.2964614564886375,-0.7497578915042731,0.6001484638203979,T_cells
+9181,0.983151328125,0.137533310546875,-0.8048829208173316,4.165848965109587,5.147939059928921,0.3505172836565154,-0.4324527674207126,0.1414914571091183,0.0118254376711401,T_cells
+9182,1.14836359375,0.16548296875,4.583042099935449,4.792771520733493,5.390677228660069,0.9070654029874016,-1.028591236145489,1.841277425327658,0.3955350659176201,T_cells
+9183,0.87715359375,0.0780202001953125,-0.8572456543219766,5.167909806673636,5.254652165391786,0.678424127153865,-0.0053586880805218,-0.2464970719024318,-0.370827757203516,T_cells
+9184,0.86029203125,0.080313779296875,5.671346598249707,-1.3849164544939658,4.9357454537148415,0.2049400488681955,-0.6696233724792097,5.347892100393217,1.3930609438647186,B_cells
+9185,0.918409140625,0.126279638671875,4.879143331185742,-0.2696170234117498,5.018542845922511,0.4143427244220158,-0.6181685451610051,5.698762820689129,2.3046225573681687,B_cells
+9186,1.02946515625,0.109326220703125,0.6733720850488597,0.178519892953567,4.538349217280339,0.3897241059154762,3.9145031907136905,0.4623886705566734,1.1689728432368487,Other cells
+9187,1.3943653125,0.3489051953125,2.9577530138019386,-1.3612459073057177,4.650518865706519,5.371711258269528,0.1653713923732419,0.792535257055584,3.481114579273867,Monocytes
+9188,0.80938328125,0.10283853515625,1.0973070481311824,5.969152148895575,5.4943844692566,1.4161033174171358,-0.1130926898852436,-0.1469789546141902,1.5382081930712674,T_cells
+9189,0.9922228125,0.127017763671875,4.278347371277162,4.271875929232346,5.271998373627373,0.570972551418218,-0.2121754597261357,0.6163691803261763,0.9639940563256066,T_cells
+9190,0.908815625,0.0806582421875,0.6556381595542949,4.917730650867288,5.055691061725393,0.3942242811810636,0.1551234663359133,-0.2584567515831437,0.3271537998969705,T_cells
+9191,0.4969325390625,0.104936484375,0.3425940024131459,4.742790549902943,5.275734691727263,1.3688698598058928,-0.0181738697515859,0.4808394875273876,-0.2667599662157235,T_cells
+9192,1.58008203125,0.121913310546875,1.4180200574905342,4.402884938564785,5.547165354676656,0.8198606818553961,0.4331519878564938,0.1313868589995232,0.3662397316722089,T_cells
+9193,0.838370546875,0.1259063671875,1.2338456604203791,4.974465337760185,5.569645685783503,0.8096624677228785,0.7102875606182645,-0.4022969679835463,-0.5145081272438776,T_cells
+9194,0.965289453125,0.18433810546875,4.693093067321847,1.26039701035473,5.241607397782414,0.864299613389053,-0.5005577028612188,-0.4394411864940626,4.094325696905057,B_cells
+9195,1.35631015625,0.449640234375,4.072769867934747,-1.8321862233535875,4.195842611605857,5.177986757529776,0.1259212248878119,-0.5514828538778092,3.5609857241262226,Monocytes
+9196,0.9884128125,0.103618662109375,1.208819133931888,5.223857573536829,5.4683297323985,0.4228288459290523,-0.310999992159452,-0.4013938998742209,0.3670714998978088,T_cells
+9197,1.17593125,0.17715373046875,-0.0898715476582889,4.668559001475797,5.545757970716528,1.0244825256123993,-0.0111547569916768,0.3519228594087082,-1.1647854355852096,T_cells
+9198,1.007884453125,0.09267103515625,1.1979254768202,6.045373865509586,5.31517599318573,0.4703897304205333,-0.5324182301487994,0.3887629105418475,-0.2044078538481577,T_cells
+9199,0.810284453125,0.091790693359375,4.592647399506544,1.2057890013996562,5.032812435551194,0.328854145885149,-0.1026328110340025,5.359662801018162,1.714824657199143,B_cells
+9200,0.81474140625,0.17832931640625,1.7552881028158929,4.745740305266281,5.502622282497941,1.4807857172951022,0.2939480465159647,0.2763906529538091,-0.7980501652701391,T_cells
+9201,0.91529125,0.0771326513671875,5.891218653067784,2.3068414715326333,4.710243411864199,0.0929449769086728,4.489563118250604,5.955694173694582,0.3306886044782114,Other cells
+9202,0.899715859375,0.154171689453125,1.4627180812081042,4.676764134777043,5.076180764728047,0.7305818811334696,0.1855793028143467,0.1339625037860768,-0.3840976174848802,T_cells
+9203,0.973894375,0.0714467041015625,0.1355678649598179,4.140560614861321,4.838263544443465,0.7453460302436942,0.3249465916886466,-0.105894344552943,0.8289294190967966,T_cells
+9204,1.04358625,0.154315712890625,0.5479311167401166,4.220744596310516,5.2848088167701945,0.3758449516128019,-0.0931151920029796,0.2470828853267434,-0.1836059527471468,T_cells
+9205,0.7311121875,0.1838640234375,0.507819869264611,4.2624153867692565,4.938798269282627,0.6867729446029782,1.7378335809873586,-0.3820624329751422,0.3781234093122906,T_cells
+9206,0.78534546875,0.115190390625,0.4448163788269147,0.4955871934846235,4.62318973587162,0.2100061724433118,3.875134755997308,0.869779399081213,1.416540517140358,Other cells
+9207,0.975890390625,0.1358104296875,1.3066668075368264,4.897207222025748,5.622181587006857,0.555644958769429,0.2171925489311378,0.5852554385884053,0.637969814397242,T_cells
+9208,0.963796015625,0.106607763671875,0.9520068190322618,5.12056831349324,5.255928703376836,0.3226118195327342,0.0514725737449937,0.4318880077910969,0.4160177464740467,T_cells
+9209,0.78086234375,0.14665783203125,0.1541403057799966,4.482635438037893,5.312473013491583,0.4945562085977029,-0.3568712784121601,-0.3981308179899543,-0.9822350689650968,T_cells
+9210,1.162394453125,0.095144052734375,2.094163321611533,5.221790623224865,5.599704738698626,1.681520449172457,0.2359719518735974,-0.3838688774158126,2.3281284473201747,T_cells
+9211,0.719280625,0.129559794921875,5.131834219837178,1.0819557329751992,4.846451578824813,0.9701112279956112,0.2253548061223724,5.26548885337279,-0.0545776064302129,B_cells
+9212,1.274352421875,0.19845970703125,4.693842490456063,2.074262648706183,5.27508028765456,4.467840682873482,-0.6091962097093233,0.5462454023957024,3.8940166898577,Monocytes
+9213,0.89500390625,0.141817431640625,1.4591859554060675,4.41700108449893,5.481392498108534,0.3628308564255216,-0.2393487112167647,0.0224206321622794,0.2899764031053863,T_cells
+9214,1.170156484375,0.101422900390625,1.047995813726058,4.721260045986568,5.280219811624575,0.3655152533254276,-0.3108942370420116,0.2454057927471102,-1.069009823683274,T_cells
+9215,0.7294571875,0.16804958984375,1.5896950080663086,4.464248232607655,5.552470126964223,0.5761231150101396,-0.1647248448987473,-0.4267796098289775,0.8969040403330341,T_cells
+9216,0.7652390625,0.10902916015625,-2.29369291625976,7.065516980713302,5.617496412868353,0.6371281515656115,-0.6387187963273707,0.139439862676366,1.855100605762011,T_cells
+9217,0.85879546875,0.084251630859375,5.234802053195137,1.995472631808073,4.842940080949203,0.4281279129223847,-0.0412088056908516,5.868701793816388,1.4858237811249266,B_cells
+9218,1.253306171875,0.4408225,3.783872249434288,1.3049885058271788,5.044390489104206,5.346947549136639,1.3514607702801076,0.6658414537244848,3.763179986504755,Monocytes
+9219,0.90538671875,0.143938779296875,1.4118049301761686,4.663988877998139,5.438646139105996,0.0990698360467755,0.2079114371006882,-0.3501920737165401,-0.8287812213187722,T_cells
+9220,0.927338515625,0.18976841796875,4.749454476564481,1.0549832823790135,5.50806436497024,0.5041644831501877,0.6367575288223082,5.811957771441644,1.5887380691113773,B_cells
+9221,1.014179765625,0.064196298828125,0.5739342017507848,4.278811597567496,4.674596685166081,0.7274194153300928,-0.1818984909387202,-0.754747828308966,-0.5307640902618738,T_cells
+9222,0.944612421875,0.13059435546875,0.2447629760776878,4.07149421547565,5.309969810688604,0.9260897444119668,-0.4737101545633246,0.2551396913258656,0.6020038294563858,T_cells
+9223,0.71032828125,0.07269611328125,4.76007310115955,1.49506069738147,4.708899484762181,-0.0413750893830811,-0.1807470667087662,5.650749749899272,-1.3884481095964525,B_cells
+9224,1.069531328125,0.122784052734375,-0.2840813375049306,4.766532678694695,5.835905816170349,1.0765079045382149,-0.338460374390594,0.4108986104513739,-0.4521442410267754,T_cells
+9225,0.739303359375,0.1098141015625,-0.9447086493246102,5.415249800010943,5.664963719527727,0.3200033065614937,0.092446124359495,0.8074821550883483,-0.3706685757989079,T_cells
+9226,1.446386875,0.16744349609375,4.316516406024829,4.706828676776855,5.802834038093286,0.833149881919553,-0.0762227696623922,-0.0606152355269525,-1.109711162316951,T_cells
+9227,1.1303946875,0.159507177734375,0.3491675925731599,4.835779143931386,5.588816977120103,0.672595066403474,-0.2105434795171876,0.4081385310974662,0.6202830533014784,T_cells
+9228,1.005516171875,0.152335380859375,1.1121859786566797,5.108433269285618,5.333839279987797,0.3935811404721474,0.3426216602266174,-0.0758058136061718,1.117062416096786,T_cells
+9229,1.03217,0.144690703125,1.1813428464173807,4.597068284670554,5.611574441082454,0.3042286738018231,-0.0765130672473296,-0.3970226106192485,-1.0171846992920517,T_cells
+9230,0.778176484375,0.126228623046875,0.3136296191745751,0.0744214122526608,4.670624221806221,0.648714593076026,3.381386670856829,0.6438577104359947,0.989165451914314,Other cells
+9231,0.911302890625,0.0588085986328125,0.3715302626825236,4.771605728028128,5.026512343864055,0.5831629497861873,-0.1914968733311682,0.5691731274699944,-0.1104857132142951,T_cells
+9232,0.693317890625,0.141990859375,0.3190982631131748,4.844155218656737,5.82792776799335,1.0026622807789538,-0.0579072305192113,0.4575612879191402,1.35735580781761,T_cells
+9233,1.105927734375,0.089258271484375,1.3321678757606856,4.795731004132791,5.242358134256491,0.986211870113313,0.0048793525371672,0.6721446917672442,-1.088455073887885,T_cells
+9234,0.949731875,0.11136775390625,-0.6506200130723273,4.345379860052258,5.3239693961478185,1.7475765140533197,-0.0839858840610312,-0.1458971220692984,0.2851767794647803,T_cells
+9235,0.924771328125,0.13900115234375,1.8720013038916727,5.414074621432694,5.160443257497701,0.0716107703339249,-0.4082804412242145,-0.0153261012260546,-0.5308106658431138,T_cells
+9236,0.786962421875,0.19028689453125,0.9003119740379633,4.760926451797733,5.4382200060267625,0.5495639491986413,0.1489247573732133,-0.1211866529464517,-0.2363283188171974,T_cells
+9237,0.967711875,0.155455302734375,0.779267567017696,5.012341122291079,5.711758037918865,0.6451587584560381,-0.4027433490740673,0.4188391934722568,-1.5593451819226083,T_cells
+9238,1.31720875,0.111955849609375,0.4569853071095501,4.483351877605649,5.429236397476334,0.6378437493688534,0.1332412295587205,-0.000876287220466,-0.050703696454338,T_cells
+9239,1.59442796875,0.22781015625,5.936046853246183,1.6038979255618755,5.450580741319874,0.5676449420372975,0.3200584196705712,6.59899857258128,-0.8011872117743423,B_cells
+9240,0.777901875,0.098927685546875,3.838164308115672,0.9512029256908884,4.869820912962972,0.00128983349249,0.2209651111273449,5.651901343130129,1.7600175692577664,B_cells
+9241,1.08091125,0.1501612109375,1.1108949523635117,4.679374077639387,5.444446346573383,-0.0117999426007807,0.1319728993499593,-0.3725605460690893,-0.6954551470593823,T_cells
+9242,1.48577953125,0.119871171875,-1.0590127495668729,5.548063012253206,5.54904304424938,0.94253616444577,-0.5131890579514714,0.3792033615095311,0.3403286911129106,T_cells
+9243,1.045085859375,0.090720712890625,-0.9637820025892662,5.266209634087434,5.268230393630076,0.5401585088034448,-0.1337263730535011,-0.5790704741466774,-1.444615414829173,T_cells
+9244,1.05738765625,0.11382935546875,0.5616388069288877,4.556767034417745,5.440146306989031,0.3630507166374264,0.3518623325119507,0.6151002664661028,-0.6650349249365032,T_cells
+9245,0.97651796875,0.112874013671875,2.052689753242768,5.002754848101175,5.435139777219127,0.7197455185867888,-0.268513765196564,-0.9262023185640708,-0.0869357373417833,T_cells
+9246,1.0518728125,0.1377025390625,0.1434772775454632,4.808069664671915,5.49830868416495,0.6311313869954547,3.3139415520773654,-1.1373650945351153,-0.9559379751684816,Other cells
+9247,1.04883609375,0.18899908203125,1.0265273274640947,5.076659458134937,5.672471075316026,1.0580281432485743,-0.3645714613163595,-0.2000621335159765,-0.5654991933034751,T_cells
+9248,0.9614159375,0.13963666015625,1.4767105938375504,4.744135314896529,5.629200681893094,0.6915527982963696,0.3115253377892051,0.2072909581943641,-0.138364974240597,T_cells
+9249,0.80241828125,0.102417265625,5.529953299382985,2.2448846197453447,4.966074920255881,0.3169136316979834,-0.5654418066841672,5.976132754106535,1.754912747332021,B_cells
+9250,0.875506015625,0.10559958984375,1.7501058351131649,5.61436547571963,5.52767168233086,1.234790129326394,-0.0006624906767161,-0.2595069949025821,1.4937045062324157,T_cells
+9251,1.08058359375,0.110886474609375,0.6005935319621489,5.161632106926453,5.644356628185282,1.071387841898324,0.3311033098485058,0.8643330847163979,0.2239791813161772,T_cells
+9252,1.7385253125,0.493124375,1.977547614981824,1.8282113580655048,4.725972834033282,4.924302550241288,1.3195682919684586,-0.0246502942556666,3.611445959807202,Monocytes
+9253,0.947492734375,0.116054541015625,1.137696287258886,4.3604743899462965,4.882329727680135,0.9747022438788832,0.3871868897136598,0.2919420294969811,0.8775857689236798,T_cells
+9254,1.29858515625,0.094780986328125,1.701868787367962,4.544643286646807,5.757306938657688,1.3790579316673082,0.2761766630089287,0.1657700717892829,-0.6105519780971927,T_cells
+9255,2.4966825,0.3732996875,4.663296326661844,1.852675399614488,5.5883686774566135,3.9425860474906576,-0.3976758900582393,-0.1026088718459992,5.039543408023814,Monocytes
+9256,1.2566978125,0.121434423828125,0.3613204123484617,4.441994738625461,4.571027453861001,1.7743015600927416,-0.0718590003938864,0.1797684705173806,1.0947038577975332,T_cells
+9257,0.826915859375,0.083735556640625,-0.0521265362511554,5.241040564875781,5.228986424834056,0.6019691742372785,0.0435488637111398,0.0794594821781408,0.4527569179791198,T_cells
+9258,0.80199796875,0.17581970703125,1.1587903325483215,3.954919298076704,5.458434477597329,1.26141349729028,3.138451548363447,0.1034287717378734,-0.2811442709172393,Other cells
+9259,0.857449375,0.127225400390625,0.982315406961541,4.417602864951664,5.718978035379122,0.3565657776205433,-0.1337074469386747,0.2561788059333041,-0.5761781633133743,T_cells
+9260,0.6310125,0.100208291015625,4.97803387470324,-1.827697769515976,5.063186778419958,0.4345091040473575,0.1927931416014106,5.639383742074567,0.2710411876349034,B_cells
+9261,0.85964515625,0.130035673828125,1.0605981503988997,4.720894591664803,5.489199613439896,0.5587038125270793,-0.0009547674636898,-0.4830012960484381,-0.4295444670507539,T_cells
+9262,0.85526234375,0.14956771484375,1.417547865997884,3.83984364662158,4.863454426826936,1.1826317351139373,2.8049630841635853,1.240999168615322,0.0139180610017481,Other cells
+9263,0.77086265625,0.106258505859375,0.507336980098605,5.053313760312613,5.378652853346642,0.9068258713663956,-0.294390302823023,0.4582422449771561,0.6012209000271298,T_cells
+9264,1.339365,0.30634244140625,5.625425106890416,2.6103701681137608,5.70218044970804,1.099000629953537,0.2678312182288992,5.684359461807681,-1.1078369223812992,B_cells
+9265,0.96520921875,0.101281875,1.383470495924812,4.907620556185167,5.51553286048485,0.5831946165430242,-0.1277326525268912,-0.1089756071700741,-0.5217100974512823,T_cells
+9266,1.36640703125,0.26756919921875,5.36227558965285,-1.4859932084233567,5.168747453278529,0.6124999523583476,0.0159581658052146,6.355944281513765,-1.8530900179705343,B_cells
+9267,0.946114921875,0.145583056640625,1.3319311678478796,4.962632373050183,5.537661920202631,0.6194312968757192,-0.0339767148211674,-0.4554708229470631,0.262799381438615,T_cells
+9268,1.001356796875,0.1430668359375,1.3631629290466212,5.082402595197686,5.623651494372616,1.2362532157463932,0.2078655888398945,-0.7513680265831415,0.0763545886995418,T_cells
+9269,0.920573984375,0.133845703125,0.3974753952214398,4.803441799645955,5.736836276162771,0.5357320059510581,-0.4903443638180231,-0.9194168504199036,-0.1463271474282136,T_cells
+9270,0.791983984375,0.091725283203125,4.837473091367622,-1.0496797564830436,5.198755333487576,0.3734416071007321,-0.3707873954161438,5.355869887704364,0.8049093671764571,B_cells
+9271,0.61952640625,0.2036326953125,0.7199689921194337,5.3224676447493975,5.368171278912893,1.2373458452953272,0.3134209158156913,-0.0202402304843569,-0.9339712708458472,T_cells
+9272,1.21929921875,0.11525759765625,2.1110891375487224,4.243840008729501,4.968018344651564,2.3395285789511,0.3639970431147893,-0.0224641730100623,-0.0271654492266698,T_cells
+9273,0.565582421875,0.135680205078125,0.1329152702226389,4.689681733731224,5.303453859060831,0.7321931516932638,-0.216256920989457,0.1526627680565978,-1.2442136797951773,T_cells
+9274,1.289619765625,0.346282734375,2.8498899733299017,1.5472762561324074,3.392400186874507,3.885562165808894,0.4200231652392325,0.7296151639521715,1.4865150933968083,Monocytes
+9275,0.728940390625,0.12274205078125,-0.1704696361907745,0.8156959225071878,4.531677877077875,0.3622085739176297,3.8183022022021498,-0.11207947554446,0.595154625543196,Other cells
+9276,0.789201953125,0.17920666015625,0.5748017426314241,4.64875063973242,5.385512616370087,0.417916096541818,0.3939724541195969,0.7454908038099026,-0.1405356699205817,T_cells
+9277,0.90988484375,0.101045439453125,3.7488784226271816,4.362862284977616,5.1901779407302895,0.7346349332757769,0.0468972648614133,-0.0156070304545123,-0.672678571145186,T_cells
+9278,1.35735921875,0.334801875,4.938203820575736,0.1315900347992332,5.122979426166526,5.265844442606768,-0.406768388443294,-0.057413717877945,3.862433944332584,Monocytes
+9279,1.185827734375,0.127884306640625,-0.2118551275634158,4.916429862368635,5.3332297575884215,0.6636785843173189,-0.1122490305855851,-0.096773530725419,0.0011955964753983,T_cells
+9280,1.2017140625,0.4887233203125,3.630464392364827,2.279990043452463,5.17198310938239,5.667874430732431,1.0766238125007463,1.2347263171209173,4.440146263483591,Monocytes
+9281,1.142445,0.3815658203125,3.032778751700808,-1.230121027979139,4.987264384993806,5.258336601840734,0.3962805710958003,0.6849682334649355,4.136335350336721,Monocytes
+9282,0.746534453125,0.127865107421875,1.957102095059541,4.164568451631441,5.094999791228242,0.36364021579391,-0.2724250246447793,0.0881975476360607,0.1739343894082871,T_cells
+9283,0.92779890625,0.142361123046875,-0.43611967065385,4.721859547333499,5.608475435959753,0.8409985559876776,-0.4909446025771388,0.0873366065024053,0.5449363455126245,T_cells
+9284,0.99593546875,0.1406814453125,1.517014197357122,4.60655699150797,5.221571671113654,0.8336584172960142,0.3548856038821737,-0.0456862141520551,-1.0970284384027404,T_cells
+9285,0.9870203125,0.131235869140625,-0.6783727732790207,4.021317171285591,5.152751580970061,0.5925281459618079,-0.0466182509560002,0.4378818917083705,0.3536771886692646,T_cells
+9286,0.730396484375,0.129677412109375,-0.2784382063570827,6.370911123165156,5.477063478025727,0.2021399707540626,0.0032700442508043,0.4391003269972264,-0.3630723460890466,T_cells
+9287,0.7147809375,0.0702363037109375,4.948954113231104,1.8744220863868115,4.834424460692136,0.2323128831383556,0.2756744118081444,5.719786088193592,1.9042127408025995,B_cells
+9288,0.993247265625,0.11378615234375,0.5753440081252865,4.385390439826723,5.315910661769011,0.5214957940342103,-0.5362714681852293,1.310120161217747,-1.1958289019236688,T_cells
+9289,1.00007125,0.17591150390625,1.0515950354323989,5.228423131345325,5.577601107161872,0.8968910619174095,-0.0405519607997295,0.4563763399765954,0.9847740075136068,T_cells
+9290,1.136490625,0.13079478515625,0.5980347881823918,3.720670440200231,4.599529523133267,0.7309115904066923,1.274937138304273,-0.3326827276535291,1.002254494642458,T_cells
+9291,0.853063203125,0.148857802734375,-0.1718207906979211,5.37126601567937,5.43739276386332,0.456945147482375,0.3551126805302947,0.1437624604913125,0.9521547956984432,T_cells
+9292,1.97116984375,0.2573350390625,2.5373733639724008,4.787912461879829,5.825654973654108,0.9295335614052984,-0.2451137778447931,0.0432137705487823,-0.4338834719496599,T_cells
+9293,0.730951875,0.11943970703125,0.5529899746878401,4.455944112363665,5.342903573171486,1.4883967670122822,0.0525767161958118,0.255714650939721,0.6971209487011781,T_cells
+9294,0.692275,0.122492412109375,-0.9733305286105932,5.334501807697324,5.673256831910974,0.5476592549593959,-0.0710867285619883,0.4667047394571098,-1.0666637686225218,T_cells
+9295,1.011657109375,0.134038330078125,0.5037095348577387,4.375670124858569,4.994286545221386,0.8872999160323982,-0.2399917546502956,-0.2137462650165173,-0.9446415267049736,T_cells
+9296,0.66248234375,0.1216756640625,4.222174676472252,0.9888267046660272,4.996285477348852,0.3303072860835773,-0.4631308870088796,5.533600951831954,0.0502770798232597,B_cells
+9297,0.66526265625,0.151309208984375,0.3458903951930275,3.9632734357570327,5.384333554748025,1.0807495039249726,0.5012614178908992,0.024807255628142,1.220670275871301,T_cells
+9298,1.04007546875,0.08630578125,-0.0171913923409602,4.732901813542454,5.775651461381072,1.662908373442506,0.3706615227089286,-0.1957204686726535,1.303332461556417,T_cells
+9299,0.71031671875,0.108131416015625,4.9675728405585975,2.268601972592686,4.975325527662033,0.2445758942226563,0.3809107182549732,5.739527199543762,0.9896902787143332,B_cells
+9300,1.250280859375,0.2016216796875,3.4908611367956497,-0.4241631754813814,5.294233883969299,1.5009549788267529,-0.1240571434056295,0.2506266517253497,4.326793515637494,Monocytes
+9301,0.927459609375,0.150919150390625,-0.5187397700392121,4.520937477278258,5.2055490558649895,0.3324299902900056,-0.5807718033874392,0.1613184364440585,-0.766291711978584,T_cells
+9302,0.774055859375,0.13117826171875,4.99690202799543,1.624920000320413,5.168197634327785,0.3613650819530014,-0.2758477577648824,5.645411220413193,-0.0135120637586271,B_cells
+9303,0.97788234375,0.1448179296875,-0.4594951986213035,4.825102458693199,5.014083871856777,0.7639900014978326,0.2764917253252515,0.0298064753143506,1.206108305385729,T_cells
+9304,0.834454609375,0.108777724609375,3.003016704185752,5.429982179671968,5.5678577822442055,0.3264386990413507,-0.3537114228161237,-0.5311231217998974,1.317872605275607,T_cells
+9305,0.674719921875,0.173583125,4.28673282146155,1.496269530428426,5.077969793683678,0.7575337125187509,-0.0885755645905328,5.326752881754203,1.3367887568890122,B_cells
+9306,1.11729125,0.119136650390625,0.9289120383420372,4.690284014149675,5.65587367029424,0.773580565967048,-0.1662605918355069,-0.0104571338032096,-1.0376960378935185,T_cells
+9307,0.90269140625,0.1231003125,1.0743440290427324,5.1384116178687576,5.482523985123501,0.8631386495845759,-0.2536331088044087,0.0167380713664777,-0.3418510718620053,T_cells
+9308,0.884763203125,0.117163525390625,0.084374702012181,4.661439402547044,5.379311957632302,0.1036667597449116,0.0319048488512616,-0.5716570704319073,0.6173861250547643,T_cells
+9309,1.18862296875,0.29106099609375,5.819828450945768,1.2795695046183937,5.189935133656856,2.7612930858010376,0.3367212095507524,5.055954489669094,2.0331099859051203,B_cells
+9310,1.08780203125,0.1075961328125,1.4974714051856417,4.583693070316458,5.503116975645239,0.7113376394748063,0.2236976244980727,0.4779946363309361,-0.6136020488792848,T_cells
+9311,0.873878359375,0.11052701171875,-0.1430913840264127,5.404997718644132,5.441877156043423,0.1884380778593772,-0.2404379218076916,0.3229094366805802,-0.1022138576804987,T_cells
+9312,0.78753,0.09444853515625,1.886627366850237,5.605404446987961,5.551349919653703,0.8404501792128446,0.6714544225586992,-0.323782257969512,-1.2298219228798255,T_cells
+9313,0.5900439453125,0.091062177734375,0.78236300074235,5.693048131664329,5.382673293960506,1.6555632427729006,0.3437563581151567,0.4472717486806141,-0.8949739043412301,T_cells
+9314,0.75305421875,0.135017099609375,1.4317192273744308,4.617576504384541,5.709016436036123,0.9074943594075984,-0.1160275107601989,0.4321849415406611,-0.6554916211636804,T_cells
+9315,0.739895234375,0.0983305859375,4.641628181675984,-0.2234225337509947,4.690137586908047,1.2009546348489215,0.5270818040333037,5.595285050456271,2.089990102063565,B_cells
+9316,0.818434609375,0.11646439453125,0.1838673742090559,4.7078803086814816,5.619672434932936,0.1872471021138566,0.2416436307379461,-0.1597554493441052,-0.3848766493971678,T_cells
+9317,0.6183401953125,0.08938189453125,-0.523026615720666,4.787571766037873,5.487499898057273,-0.0949219737882708,-0.0846047102547544,0.2453216315396804,0.9287449888845318,T_cells
+9318,0.96117671875,0.11873337890625,0.3326873678201419,5.419691982100361,5.811201076179315,0.4138375792436897,0.3969315323258815,-0.055491780613743,1.3222156128775744,T_cells
+9319,0.6733409375,0.13015927734375,-0.2237098734040128,6.437166991662791,5.662073040380776,0.6643907540019708,-0.477508289105481,0.4520223139977825,1.7595455549393098,T_cells
+9320,0.748393984375,0.16033951171875,0.2224767778945653,0.8254583619589839,4.390679883409064,-0.1038711819541172,3.422059894825616,0.9671132478489404,0.4864888850627927,Other cells
+9321,0.841332578125,0.148507939453125,-0.0012097073445917,-0.5036751957595779,4.224087991462178,0.0213018703602805,3.971166048300408,-0.4310597754206217,-0.5357268896109864,Other cells
+9322,0.7955796875,0.0845546875,0.5527779946210799,4.873299312761476,5.006190940768222,0.4659607089305135,-0.1116588772817335,0.3736434501010309,-0.8660494338925981,T_cells
+9323,0.832299453125,0.092734052734375,4.996332975057196,1.7245378552413555,4.502730077428054,0.29718332874705,0.2280829847517174,5.241911569430811,1.037744259409496,B_cells
+9324,1.036517109375,0.10654234375,1.1076668836918344,4.769033446012941,5.51280255235327,0.985533385256412,-0.3305471935369758,0.3682266865521731,-0.0440486146548908,T_cells
+9325,1.67403921875,0.18057849609375,5.179943208205373,2.2119988991625124,5.548354432224338,0.9263859126941956,-0.0185000577322027,6.279559403371278,1.086613992287946,B_cells
+9326,0.909744765625,0.106837001953125,-1.5875165681102137,5.321087454062909,5.484305037846238,1.3007409125254072,-0.066559707577466,0.4302667175814697,0.29057006287676,T_cells
+9327,0.840708828125,0.1557025390625,0.9330024418223936,4.776596753416257,5.510333196711906,0.8623016308786065,0.1302205726421463,0.8693291789971426,-1.56858437427303,T_cells
+9328,1.4339165625,0.6253016015625,2.548631438584948,1.757981748682671,4.610583506445117,5.3059249546088685,-0.6114523721058228,0.4666149054267923,4.31299980845367,Monocytes
+9329,0.655655390625,0.11714431640625,3.248584189513045,0.8300607167063389,4.741351570135692,0.2598511643327966,0.325817991295359,5.819831177079797,1.4113814173008372,B_cells
+9330,0.810632421875,0.09685013671875,0.4192232486012066,5.186852243799201,5.476501891390458,0.5051628295433745,-0.0832690225009667,0.1171650477021188,-1.106619382178574,T_cells
+9331,1.63940671875,0.20503568359375,1.2647332693117987,4.938786830472751,5.542871808976957,0.9243238919930272,0.3214085072583973,-0.3596576911000217,-0.0956787571181828,T_cells
+9332,1.04157703125,0.134603623046875,1.391147482542357,-0.9066215738113728,4.565660129371148,0.2983571794361112,3.570864244944193,0.5284002958843197,0.4111434866211383,Other cells
+9333,1.030281484375,0.1621794140625,4.19906412547952,0.9868704858939956,5.055953241018193,1.21956655484113,0.5751935139833683,5.585725623847046,-0.5684064756609193,B_cells
+9334,1.77095046875,0.16829384765625,4.705109068248372,1.9494930887296844,5.557279063946244,0.6921010846284261,0.4043537349733986,6.503397872674841,2.062747333974234,B_cells
+9335,1.03077015625,0.13745830078125,2.164977431178654,4.88630756741396,5.338983459324539,0.4357756241832338,-0.1077163701154839,-0.0271524265506639,-0.1008545430577263,T_cells
+9336,1.4108190625,0.22529091796875,5.197398148884155,0.6977185935522626,5.539323744992954,0.8435286463681991,0.1442261575953119,6.313204083356322,2.4180319994371806,B_cells
+9337,0.719355,0.091351416015625,0.6758457976224278,5.255002623325831,5.157033935728284,0.6877839382801624,0.1512267781415158,-0.6451180402758745,-1.1749446411212696,T_cells
+9338,0.8889728125,0.106277109375,-1.2878803844215467,4.712187970074388,5.22120554408952,0.5219563546513072,0.1491357643460643,0.3043480594285702,1.0707120738595108,T_cells
+9339,1.147092421875,0.616125,3.687063705241148,2.664913332809862,4.841663736447869,5.191574454889955,0.5679626106921949,-0.2646269730370312,3.936936000774476,Monocytes
+9340,0.675570546875,0.142655771484375,1.5487534007813328,4.994231511355993,5.749593039102423,1.672492276627668,0.5613623317634598,-0.0733266507858872,0.0653295295520354,T_cells
+9341,1.291388125,0.10875671875,0.9261702235591548,5.250640359592017,5.4187958988070735,0.7409121128608008,-0.0401311880162778,-0.1438087887507543,0.4208203615492391,T_cells
+9342,0.914656484375,0.151311015625,-0.6161462398842616,4.783568878247049,5.652151031649219,0.4337347873570594,-0.3470812883062166,-0.2631747599890913,1.4488976906857074,T_cells
+9343,0.71362609375,0.21044396484375,5.384077553928771,1.6097997428009605,5.13772424621715,1.2285977158660342,0.0945699769926794,5.942783167132008,-0.7414242571075128,B_cells
+9344,0.76311703125,0.095039033203125,4.286530246014143,2.065661947864877,5.02089403131761,0.2585587078273326,0.4248777137025618,5.266274346897718,1.5009917515509938,B_cells
+9345,0.9953090625,0.083349091796875,1.1002076407683918,4.463816943015987,4.922841962055454,0.2759091814165866,-0.2469127696520242,0.1619999520626875,0.2973483521818748,T_cells
+9346,0.954166328125,0.140833857421875,-0.1015585535734114,4.801502742561925,5.405306596779873,0.5593726267205585,-0.1436028532355968,0.0945657296772016,0.8642204886748367,T_cells
+9347,0.74405390625,0.1151591796875,1.5697773247397824,4.799754017415578,5.35384601094964,0.8234687478109985,0.4487291477945355,0.0394453561133512,-0.7945217090299356,T_cells
+9348,1.049406640625,0.21406486328125,4.712823106420786,1.592882945417294,5.406639920684355,1.37153159388725,0.3960497666403496,5.78245509443365,1.9005611487297365,B_cells
+9349,0.6634778125,0.0861749609375,0.5209191577420431,4.1944463760312924,5.043087545793968,0.657423712411974,-0.2123570031187239,-0.3057287592727096,0.2232109098934421,T_cells
+9350,0.72958375,0.14129173828125,1.3539137064413411,4.149956771205422,5.567215942560461,0.2184817959692843,-0.0903113340594767,-0.2871927725228351,0.3711152308219759,T_cells
+9351,0.811046015625,0.126724306640625,4.9631345638296445,-1.8804314475821324,5.108913541449972,1.0526095869535683,0.2294424151438466,5.588749412078917,1.84239284577282,B_cells
+9352,1.01659609375,0.09553771484375,-0.8919852364745949,5.0365564887481975,5.398686830584286,0.866473715588685,-0.6478171179492239,0.2141740793787881,0.0059623480131302,T_cells
+9353,1.106382265625,0.116178759765625,0.1703329917857706,5.434934079833774,5.623944557253247,0.2348382883180761,-0.6591215971165508,-0.5571561875805536,0.1048886132896003,T_cells
+9354,0.933541015625,0.083710947265625,1.585257100012602,7.907395053947812,5.147229993724186,0.4728430814986032,0.4977863241636351,-0.3722490085348551,3.1188934917474667,T_cells
+9355,0.7169453125,0.1157202734375,1.1155744547150586,5.170569004891254,5.497340046577952,-0.0053534706705567,-0.3273045083082423,-0.2417385268442626,1.0524051883674863,T_cells
+9356,0.9123578125,0.126802919921875,3.929569053733822,1.831746569496037,4.543296050101854,0.918395854198499,0.3200820028074836,6.043876332547813,2.415006490288344,B_cells
+9357,0.4068667578125,0.13967328125,1.5977282911834232,0.4821260454217001,3.143888970354099,2.176238510357261,3.5153436678739904,-0.1667394186392144,1.3960413809301049,Other cells
+9358,1.008181015625,0.148514541015625,0.2600505989205648,0.3817430130481295,4.928396572482599,0.4616056340945629,4.257939212444472,0.0956149445323804,-0.0943407348487856,Other cells
+9359,0.831540546875,0.134107939453125,1.2215469784497353,4.597261333711108,5.497605364014039,1.1074337758877044,0.1357979751677571,0.500625523463237,1.7432525068526812,T_cells
+9360,1.6566171875,0.22151994140625,4.441534724189502,7.827283413441798,6.338524102754933,2.3395500473828195,0.3648263233631698,1.1900717901673583,3.184406830764172,T_cells
+9361,0.85915359375,0.064007861328125,0.6768682199643349,4.848719551591837,4.848800657449938,0.4214788330881884,0.2046479644268915,0.3252864950900799,0.104084797014235,T_cells
+9362,1.070077734375,0.14354390625,1.24886923010224,4.8839259187925546,5.440355320154674,0.6852599284009656,-0.3550184452929341,0.1291189937406213,0.7163585869244353,T_cells
+9363,0.961115625,0.1661052734375,-0.0781549014465989,4.064673316555856,5.272683833209864,0.5965545114979216,3.77598795830418,0.178799691408231,-0.3386762891716263,Other cells
+9364,1.25959046875,0.1019323828125,-1.0152762480352853,4.434966821574827,5.694978474615197,0.7663902104092384,-0.3626914707716108,-0.1505938692583702,1.049611790355351,T_cells
+9365,0.66492640625,0.17792544921875,1.6147785193223585,7.322135609694618,5.6786469780232975,0.5217042616501301,0.2048939006227921,-0.3435598690994879,2.4841432879852485,T_cells
+9366,0.85426390625,0.1555687109375,0.9095784179035954,4.151923826650777,4.943270667238257,0.9721521926704632,0.160120404042878,0.2325498534810574,-0.223730591528349,T_cells
+9367,0.876000625,0.11637138671875,0.1454071654324152,5.098195919091961,5.392528975460701,0.7628853685291895,-0.2213444108066544,0.1918464353030209,-0.2127007875073145,T_cells
+9368,1.0133953125,0.17800166015625,0.6087280476896362,4.451230856653522,5.465511876344944,1.8397999404548584,3.061761199220118,-0.6040636151553939,0.2105793494093014,Other cells
+9369,1.1796103125,0.0814083642578125,-0.3070859488143267,5.475360019210819,5.555919606173073,1.3805245960410182,-0.5367025101990457,-0.7274168253913116,-0.3196333410038838,T_cells
+9370,0.70707625,0.16093720703125,0.4830146255189407,4.051396186111372,5.123159507302119,0.4043958404585869,-0.1520361622671095,-0.3777273139541618,0.4734617414956696,T_cells
+9371,1.02005296875,0.101874775390625,0.7279132174152584,4.19869947041324,4.9287835489104665,1.0166261050187952,-0.1319219820491988,0.3663119847806098,0.865360311177904,T_cells
+9372,0.865803125,0.14361591796875,1.3694047323561145,4.591113306818318,4.636889581768498,0.7580605247013315,-0.0735102450414135,-0.0215972516609623,1.6618396237507955,T_cells
+9373,1.1126121875,0.1451371875,0.8277785969989679,4.75909111235211,5.5879656443088175,0.92432803430409,-0.2359421134312606,0.1694757913047312,-0.212610211623384,T_cells
+9374,0.77366234375,0.094628564453125,4.287480479149308,-0.8378470185146109,5.015662748863881,-0.1061222368729201,0.061409174248612,5.698224548347199,-0.6282439826553042,B_cells
+9375,0.8691684375,0.144852734375,5.311570264441037,1.9296774513516497,4.932921884329543,0.4509158082591591,-0.3464826946890691,5.354891724458053,-0.3829874467234825,B_cells
+9376,0.91924734375,0.15641486328125,-0.3619786071844335,5.4857083999433085,5.216137545198212,0.8744329950338823,-0.4274800189229565,0.6503322143210428,-1.7962875070074025,T_cells
+9377,1.237144921875,0.538468671875,2.712060324385003,1.0039827038888596,4.6922738161570186,4.967933570736719,0.1856890354461782,0.3452326313201905,3.334903396522566,Monocytes
+9378,0.85114546875,0.130667568359375,0.4697646487051907,4.863834624741847,5.733195839725861,0.7668599348566064,-0.1908876073678106,-0.2223848418242971,1.3760452646585908,T_cells
+9379,1.76873296875,0.3300141015625,6.673628434700114,-1.6758949509455965,5.304159062526571,2.117438528666516,0.1456402040779351,5.836936621672191,1.7601490925059706,B_cells
+9380,0.796005234375,0.131284462890625,4.5745445749319655,-0.0462861396786862,5.068206384520087,0.9480890487569468,0.1427886657084742,5.655585654694159,1.3944500010545384,B_cells
+9381,0.7570246875,0.138631494140625,0.7738969841163486,4.876005662437273,5.61604599382137,1.670620931322777,0.4171120145804209,-0.6923986239059194,1.137929217399098,T_cells
+9382,0.968901953125,0.128351181640625,0.6083098711169239,4.353388215352026,4.871377811013351,0.2036845607200048,-0.0708524849453865,-0.0726589351952386,-0.2542043937462009,T_cells
+9383,1.017543046875,0.350379765625,4.345215750550007,1.4974318867782797,4.409194295664669,5.1284318494589405,0.4736013467420594,-1.0409862266926857,4.020793969021875,Monocytes
+9384,0.989252890625,0.19273802734375,1.2261970090506582,4.993353470312869,5.506423561598543,0.5712035693584929,-0.5417061268920476,0.3296040902619751,-1.0356566795342488,T_cells
+9385,0.6064821875,0.145332216796875,-0.1091483111697713,-0.1210235318809118,4.069774810838853,-0.0909230356163487,3.9665800775087225,-0.5252159389596109,2.147111384745363,Other cells
+9386,1.97929296875,0.19510244140625,-1.9500766594410988,8.118333968999595,6.034203680612538,0.9122461666989158,-0.6114308789094323,-0.8776286445544862,3.2925674199735115,T_cells
+9387,0.75138265625,0.097761689453125,4.119135103753329,0.2309007014072556,4.864941260159922,-0.0705493881702779,0.1039815782224008,5.516506910900588,1.3147033282449792,B_cells
+9388,0.858156015625,0.098030537109375,-0.246324047466096,5.359829476008124,5.673101501927353,0.5231075175417814,0.3460943120706176,0.5673724407941286,1.3695025740123368,T_cells
+9389,1.073666171875,0.106803388671875,-0.4677072014669079,4.838663993771134,5.533080331798771,0.8368097248472868,0.14127274720201,0.3857342356219738,-0.2563953174530052,T_cells
+9390,1.385471875,0.411000703125,2.924711788651426,1.3221135765540255,4.914269402781752,5.123817850484504,0.8791871619225535,0.8879656596078707,1.968132808364045,Monocytes
+9391,0.76011234375,0.0747934619140625,1.7187307164092922,5.33279212599723,5.103543463327834,0.5012370122899024,0.2183850440035424,-0.246388418971764,0.0498071777732308,T_cells
+9392,0.743327890625,0.12199373046875,4.127793637856732,1.880862648988738,4.991270637055727,0.3585287174056943,0.5394099413660809,5.334823254980226,1.4909439339060702,B_cells
+9393,0.745724375,0.105756826171875,5.80027544899497,-0.96869739003341,5.09113406873181,0.2100228062634394,0.0857575002854904,5.481758392169986,1.3287623030282143,B_cells
+9394,0.76583046875,0.098071943359375,0.5528756813742923,5.009836447776487,5.275399294952656,0.2190483094027946,-0.1475603139010111,-0.2809760816014989,0.5380418143398873,T_cells
+9395,0.853170234375,0.0817936279296875,0.5945333707542637,5.287176298727392,4.990128457709726,1.0449112498421258,-0.0601887761750857,0.183750970045419,0.1790353247061485,T_cells
+9396,0.900488203125,0.078296845703125,0.1048274896121186,5.061040006765623,5.417543803507358,-0.303139230736311,0.0881033109393762,-0.0672181909380323,0.4006611793010219,T_cells
+9397,0.811345859375,0.1705262109375,1.1095107619925455,4.076892375203637,5.266749002523294,0.711142712038785,-0.0806803240648367,0.2956217993335591,0.1739581520508324,T_cells
+9398,1.13569265625,0.13992111328125,1.7328047939129143,4.474317780930265,5.2792922192785054,1.1296739125044803,-0.3606328760242808,-0.0255550772543928,0.963866160904281,T_cells
+9399,0.94349671875,0.131527509765625,-0.0363843917669576,4.126549542247373,5.501912482900966,0.7648407800988283,0.1431074245815031,-0.1571426411336404,-0.3544687758507321,T_cells
+9400,0.782829453125,0.127659267578125,1.0860362414986324,4.552045357600415,5.337473006686477,0.3310547685398628,3.147612722422645,-0.1783226093565091,-0.2573366067230551,Other cells
+9401,1.02985515625,0.147741015625,6.385942864831414,2.090482065722528,5.406149582814471,0.7384869024076991,0.6912717056467728,6.273133855798316,2.811664979561689,B_cells
+9402,1.0532896875,0.10191978515625,0.8921638199924065,4.377495254419512,5.500629201551923,0.2129936030165365,-0.2372938584194766,1.3133839553617146,-1.0708574570466567,T_cells
+9403,0.954581875,0.084108818359375,5.288573031385758,1.783609076081076,5.101272544009578,0.4047101911384331,-0.2639345164119579,5.479716569763886,-1.0190556291079265,B_cells
+9404,0.792092890625,0.15207734375,2.485295385713304,4.625559478118136,5.547487938864203,0.8162402883002396,0.200540726329263,0.2720690008711132,-1.1862346017034795,T_cells
+9405,0.968576484375,0.098916279296875,0.7527024592597485,5.019152163936629,5.246594153084131,0.5880854348142907,0.4691661202505859,0.1193999152029054,-0.6711163204141538,T_cells
+9406,0.590188359375,0.162660107421875,4.963571017955166,-1.0329410648858104,5.205560793366202,0.7531066525358467,-0.3726112187547996,4.988332677999534,0.8420463533380484,B_cells
+9407,1.240245390625,0.538537421875,4.26383396924639,1.4346131561233624,5.739407663923811,4.307187468968871,0.2517239948020996,1.0516456652554145,5.506175744390963,Monocytes
+9408,0.84714828125,0.085554453125,5.934295218066072,0.6025196830507182,5.201902415995267,0.0449523792544821,-0.4684569238261333,5.384918146591472,1.0224358822307842,B_cells
+9409,0.90562171875,0.1853216796875,0.1532788213343444,4.832152267070413,4.778587802078586,0.5073435847032756,3.255192501217264,0.5733695824402182,-0.1667841037636258,Other cells
+9410,1.00554125,0.17037439453125,0.9389928804107924,4.863193293129573,5.427195157706869,0.920496762492681,0.0616875388284192,0.3500868259607841,-0.3275136119266408,T_cells
+9411,0.87282,0.132181015625,-0.3160226205658209,4.491044611057498,5.382221768338541,-0.1794197811790686,-0.3478388407274092,-0.3021579635078826,-0.1565264031707297,T_cells
+9412,0.79990015625,0.11476552734375,1.4090819270815975,4.904948077424146,5.712419438186099,0.83359795856987,-0.1203910835895648,-0.0706438335796704,0.8346562835010602,T_cells
+9413,0.9030475,0.125528916015625,4.184205247399765,0.7842133712286065,5.2669168429901845,0.6688742044259276,0.3732973215727905,5.807689069709408,1.5078728132802095,B_cells
+9414,1.330415625,0.5392960546875,2.830069257466424,1.006783015815241,4.901667184593946,5.10831696337666,0.1570592495206306,-1.1200066971339997,3.987757362677728,Monocytes
+9415,1.64267859375,0.20753947265625,-2.985623651079388,7.873865719591393,5.986867836132758,0.8354430909533888,0.4663843252212681,0.7614657523476742,3.276697108407304,T_cells
+9416,0.97135234375,0.109416826171875,1.7339155934962822,4.979250449437365,5.6519865912147695,0.2913843089281083,-0.1953836107081779,-0.3730769231609658,0.3928810835027539,T_cells
+9417,0.7863340625,0.077244267578125,4.485168780392394,1.5933762834981535,4.716391281176324,-0.2807378099979994,-0.1673840666686081,5.872152634199794,1.5153257297668412,B_cells
+9418,1.12349078125,0.13193798828125,1.465141521704387,4.608132927393191,5.721990172624565,0.5505624998384782,0.1333231836828808,-0.0245377252878754,-0.1056974623744829,T_cells
+9419,1.60596125,0.1943578125,3.5193129437387305,4.707190673148078,5.142676180916981,1.4562834115587686,0.0567424576084272,0.602923918457333,0.5935866976995584,T_cells
+9420,0.858113125,0.094155087890625,-1.236230681323519,5.387469695090781,5.306490671718404,0.7004756327864499,0.0322609554776566,0.0706534186701232,-0.691562914204407,T_cells
+9421,1.1689053125,0.40798671875,5.140785182310239,-0.681817776024353,5.171374354345902,5.344050671091795,-0.6755506900037362,-0.9807925398924832,4.3153543066750615,Monocytes
+9422,0.9389540625,0.13519052734375,5.032214791524528,0.6767300865742135,5.387550437988596,1.512735646897705,0.1252904050083413,5.261232252374293,2.0639243846922843,B_cells
+9423,0.791700703125,0.079894912109375,3.3926990469123526,1.7864284084200504,4.730156227856066,0.4415518720527431,0.2228136329242979,5.387295396655361,-0.4415231335931652,B_cells
+9424,0.781043125,0.0589352197265625,4.304719653427995,-0.0023935094437198,4.77563867541029,-0.0426297136370561,0.4443327544450797,5.671757590940078,2.096722469041384,B_cells
+9425,0.774959609375,0.17156138671875,1.0022261163681274,4.874415397684931,5.661459878006254,0.938208291649418,0.2483329004400257,0.4840582791033715,-1.5620711870377126,T_cells
+9426,0.84194515625,0.1279569140625,1.541589033790627,5.225869537851029,5.399295879682226,0.4710956390386721,-0.1915510121725571,-0.6010489518625702,0.3243546763173204,T_cells
+9427,1.53312,0.559344453125,2.739835020149496,1.772596707759021,4.702857042294426,5.398011094173175,0.0858367630311684,-0.7776106263406194,3.6431860571686783,Monocytes
+9428,0.77551265625,0.146203564453125,-0.0703918364714153,0.418538805808109,4.590404743136623,0.7309662267039573,3.926504080122506,0.5348338045360221,0.7300346757208035,Other cells
+9429,0.743790625,0.0805160107421875,4.422671484902443,0.5848047710984081,5.132725755583135,0.1489280945122227,0.3171586152276747,5.715650803772138,2.25609434414553,B_cells
+9430,0.807800546875,0.088705576171875,5.010102366314229,2.177199688006342,4.918322898739573,-0.0913030800136988,-0.2241077640858459,5.843997133573281,2.300789928406833,B_cells
+9431,0.95077453125,0.146635625,-0.5703834298838657,5.026807012888446,5.834847434358174,0.1755594673229711,-0.1839442670442842,0.3898184043354712,-0.2569724070475925,T_cells
+9432,0.8127140625,0.080220166015625,0.3985928785797256,4.227643073403126,4.932638155058082,0.4656341138805086,-0.3115555422837948,-0.3818713721762393,0.4276448875686305,T_cells
+9433,0.873721015625,0.15253220703125,0.699237448638314,3.971403036900429,5.186804526057105,1.177478282615923,0.4775216916112829,-0.478629220941893,-0.1957380863889557,T_cells
+9434,1.058068203125,0.121672666015625,0.6048799282049612,4.829057604547523,5.617257657583266,0.8134945299380855,-0.0990299440084257,-0.2646445898266679,1.225261620812048,T_cells
+9435,0.908363984375,0.15279625,1.3237517535102483,4.007883264541595,5.162228502088442,0.423662609117772,-0.1791288669385199,-0.2817351676650717,-0.6449979322420472,T_cells
+9436,0.9541328125,0.087103310546875,1.0859735853081007,4.74277680260962,5.211711219037273,0.3096834527527785,-0.0886833661842704,0.2830226251226624,-0.4351421195883644,T_cells
+9437,0.869961875,0.1832675390625,0.5742126295957402,4.3013831806718725,5.355187413081924,1.2913718831414236,3.649894611469033,-1.0209772579934815,-0.875638270849879,Other cells
+9438,0.739619375,0.14805486328125,0.0014337795255901,0.9750875137231918,4.864648947640804,0.3438957528852313,3.2431544691516176,-0.4082188938712008,-1.216446817162104,Other cells
+9439,1.089152890625,0.4581362890625,3.96298966194024,1.3558354522743288,4.877365339153545,5.4925745644986135,0.6686184056011906,0.4752221819856458,3.140181803728073,Monocytes
+9440,0.7806890625,0.14734435546875,-0.2857810318644708,4.0720166046465245,5.689584363451921,0.6524171348782996,-0.5392881428588019,0.4594030184605959,-0.3075450598661212,T_cells
+9441,0.6292897265625,0.090308447265625,4.016074379283692,0.4531713288630339,4.61542426584402,-0.3063012422578643,0.1573952690425657,5.621665169902201,1.989392085611826,B_cells
+9442,1.09180125,0.12915232421875,1.0586909290474291,4.561844419810748,5.574826270988504,0.8324985077154228,0.0869512336908327,0.6280940786647425,-0.6867098405349887,T_cells
+9443,0.6494180078125,0.100802998046875,3.7177616349785576,1.8334359361190804,4.870095273464136,0.839377235813034,-0.2997091465989467,5.317813499016874,1.2187932837800663,B_cells
+9444,0.856775625,0.10453681640625,4.1000291683973,1.081438766342269,4.90904498953925,1.005648283296374,0.5064210052800863,5.883301957323811,-1.822447207362212,B_cells
+9445,0.761043125,0.10230083984375,1.2872877509142355,4.979875669324357,5.133987804815599,0.5094770612932614,0.178766027404279,0.2990108254375302,-0.5688152061733502,T_cells
+9446,0.975402109375,0.08173001953125,3.882920098609849,1.373086058192891,4.875963936748225,0.8421841899502129,0.1750548673289853,5.695975609769283,-0.4222854372278976,B_cells
+9447,1.087789765625,0.137153447265625,0.3008926060131971,4.400575589507677,5.314831225811207,0.0497000360174377,-0.1450287816841207,0.1801710037511026,0.4287376444297911,T_cells
+9448,1.13023546875,0.090336044921875,0.1532891338787776,5.406116708794979,5.341529591070773,0.7714847144167357,-0.2331999793619821,0.1343255273304079,-1.302502034985725,T_cells
+9449,0.945943828125,0.127385625,2.72569396299628,4.029275637448202,5.535047281442594,0.3321082748769843,-0.1231426896703825,-0.3330513968169701,0.6768102320564565,T_cells
+9450,0.99795953125,0.15076671875,0.7570290798422264,4.874689158443312,5.864421066710286,0.3256180894351985,0.0533776468914343,-0.5799177142804557,-0.2859303595278841,T_cells
+9451,0.6985375,0.1654103515625,2.1714951550126345,4.8239269733791605,5.820220612209315,0.6405530841390175,-0.112976116505818,-0.3243013893563233,0.4060471400018067,T_cells
+9452,0.76331765625,0.1754422265625,1.5484791255622714,4.160524130191939,5.037774914018255,0.780929485249023,1.4257750990422744,-0.9408376579798758,0.0652454535341404,T_cells
+9453,1.06876828125,0.101167861328125,0.0200911929319355,5.002168159016903,5.357821253147476,0.3549436424068332,0.0375115286815421,0.0900081337674893,-0.6059623411717114,T_cells
+9454,0.720604453125,0.095322880859375,5.505306434263811,1.517873657192433,4.953499145621694,0.3914757118369172,-0.4189353521288099,5.829155978789228,-1.2333433238172944,B_cells
+9455,0.79152578125,0.126871337890625,1.683278344954359,5.0870160066419015,5.621680608246926,0.7266798401486093,0.0173595490044696,0.1134043202213099,0.0709102967028795,T_cells
+9456,0.793971796875,0.097837294921875,4.788303365601351,1.6561811597827292,5.03849744673652,-0.1116275953846041,0.341495285283435,5.564646746342916,0.8857690944837413,B_cells
+9457,0.801118203125,0.1808893359375,4.507001155380099,1.5254023408120017,5.5514489861227005,0.3298871183424994,0.0323194066554962,6.018358656449113,1.7843183012154078,B_cells
+9458,0.86228234375,0.115238408203125,-1.2409987846790034,5.001835287732863,5.727787195226743,0.8314311069609697,0.1006718102606411,0.4010205095036073,-1.3589402982722238,T_cells
+9459,0.837613671875,0.1094204296875,4.852840168850398,-1.1793708971464816,4.742017934004215,0.1944999137027721,0.2458835973666673,5.983932876663611,-0.5470822931553339,B_cells
+9460,1.258913828125,0.0954705078125,1.564630974283639,4.7376408863491335,5.309897668012608,1.112808486849068,0.0066169400216619,0.1909124606138095,-0.5577999283554702,T_cells
+9461,0.49091390625,0.5768987890625,2.4571387280389105,0.5533540385144098,4.793315149843071,4.79233673767888,-0.2903346947364476,0.1526846173471185,3.1393060055880326,Monocytes
+9462,1.05168296875,0.18561212890625,1.2726701211131557,4.464065844637245,5.440609275199256,0.7632888506135044,0.3655046253718368,0.7089780648378976,0.8253781248174153,T_cells
+9463,0.851263046875,0.17544283203125,2.8761967932087007,4.629291690401916,5.901061779047193,0.6032990621845665,0.2752898806265973,-0.1301584107476343,1.1887848774079477,T_cells
+9464,1.3928390625,0.18305208984375,3.583216628958663,0.4127929150416996,4.017066352668407,3.7807581032691817,0.3900274262068191,-0.9151723556911278,2.637569186802736,Monocytes
+9465,1.052104765625,0.138798916015625,0.0288702570191421,6.018195816310755,5.627976692589614,0.7125744297257027,0.8859777375306052,-0.7662485315948326,0.6487218565876565,T_cells
+9466,0.95457015625,0.143340478515625,1.9050516218596345,4.083052465864065,5.235956842396322,0.5137729074435378,0.0611441851296424,0.0270664960827715,-0.0263342361137177,T_cells
+9467,0.8081759375,0.136474140625,0.6476013090748897,0.806579261042922,4.2729780913871815,0.4997187986140567,4.234794877812045,1.499701103349871,0.4997112805223929,Other cells
+9468,0.93190375,0.161811552734375,1.0633832612228649,4.427616066474354,5.027236185871554,0.4073960241260449,2.7571147854632816,-0.4878974440568953,1.043042551279214,Other cells
+9469,1.200381171875,0.10324240234375,0.3057463950050041,4.942657819449506,5.32452831128951,0.9779020331955468,0.1679078104419488,-0.1486621787641325,-0.7849721243761174,T_cells
+9470,0.923114296875,0.2084801171875,0.7229866494808912,-0.138762209570305,4.672611197055035,0.5274177888222187,3.8299463208990585,-0.3077009944584149,0.3244715027186032,Other cells
+9471,1.254015859375,0.14191044921875,5.751741600067413,3.032674575503865,4.860656152441272,1.2850335378202815,-0.9190232601275166,5.047630198551424,1.7511436708073715,B_cells
+9472,3.054776875,0.3554409765625,6.193990493894141,2.0510078773692206,5.819554451882773,1.3468009579488245,0.6104410197600248,7.203696177790159,1.4075992675576774,Monocytes
+9473,1.1644809375,0.119198466796875,0.6772196314938836,5.142987394755086,5.457835782008553,0.1912466867711783,0.1122456255918044,0.3879306755872767,-0.4115727518355008,T_cells
+9474,1.30233359375,0.4247302734375,3.759529643049436,1.422284321052587,5.033684916546078,5.168347620915522,-0.0469121403565916,0.7333169839135866,3.2031984343745243,Monocytes
+9475,0.876637734375,0.17239791015625,0.3154960538573473,4.426437999800573,5.387048237584684,0.8440359874559942,0.0337705577466454,0.4685573521749541,0.3343603280294785,T_cells
+9476,0.9198578125,0.0799039111328125,5.924432795370297,-1.802336018394904,4.68033990714146,-0.6064875208896545,-0.2129772210079933,5.260190193607908,0.3941778264129585,B_cells
+9477,0.8988575,0.13125806640625,-0.2591579489237701,0.9588176898129496,4.599685922296709,0.2841881939418797,3.2863597818898107,-0.4275285866731831,-0.7392864318450103,Other cells
+9478,2.18096796875,0.3966791015625,5.28998691665561,4.2786707290168176,6.074895377251644,4.332940889902644,-0.8302712659022013,-1.0135411063984396,4.8643221707462585,Monocytes
+9479,0.400127578125,0.14872818359375,0.9677840833299644,4.26692767719311,5.477128834594194,0.6146312068766939,0.1709535401848989,0.1606944260532501,-1.077191953930587,T_cells
+9480,0.916246171875,0.0953198828125,1.2022576252314143,5.18216647151576,5.366735721949575,0.9365106421734372,-0.0970431393457475,-0.0644929104551809,-0.9219997003295822,T_cells
+9481,1.040274296875,0.131696748046875,-0.0148281749134975,4.561518012458572,4.942002191887501,0.2440604459623909,0.9532641142012058,0.2184747121270725,-0.3044470515219039,T_cells
+9482,1.592583125,0.27270376953125,2.3849407034146664,0.7086653659635123,3.5922303709071794,4.337457714079821,0.6022673278783275,0.0220586281395176,1.6953061222218448,Monocytes
+9483,0.7594878125,0.18857001953125,2.324430901429732,0.0574904443195,4.1859829327014975,2.373663172401883,0.410404490321661,0.1509348090066209,3.518376088234964,Monocytes
+9484,0.7759890625,0.130443125,-0.749054092735669,4.43459190155734,4.943241579712709,0.8498762122520966,-0.0113787925439332,-0.2012989998576483,-0.9236837451562324,T_cells
+9485,0.83644328125,0.118036064453125,1.3858131380111405,3.9793388579630937,4.768214474004667,0.636729916089958,1.471959809425473,-0.7201496881424291,0.3701662307124905,T_cells
+9486,1.4933353125,0.56353953125,3.05386487738164,1.82644095304144,4.814784842259892,5.524545730382596,0.0450470270609283,-0.7693593719074807,4.053333570131124,Monocytes
+9487,1.07620375,0.080759052734375,1.6005026585688962,4.789552374778495,5.0289541413397245,0.8600003843927682,-0.1534351581237019,0.2319864135501352,0.8832162158810466,T_cells
+9488,1.59195328125,0.154489736328125,5.030583361959023,2.234169504792779,5.488801027632455,0.5595301406455088,-0.0112698962584702,6.105459032515619,2.6941168484310247,B_cells
+9489,0.92501125,0.157026953125,1.5515952633428518,4.888716419290876,5.7902101094552565,0.3099344193806987,2.7661088905525504,-0.3239638285618489,-1.413344501760927,T_cells
+9490,0.949585234375,0.097367421875,1.9066638312670807,6.133273011804005,4.926290272321909,-0.1862336512636911,-0.1395993771019854,-1.0862473372019004,0.9061513946223448,T_cells
+9491,0.78594,0.13389970703125,2.3522106097249007,4.643791456891011,5.4729783394404405,0.7167893721363132,-0.2951346263873513,0.3170513998563952,-1.5278670732403294,T_cells
+9492,0.9327109375,0.14037958984375,1.0936905593220871,4.935017857306218,5.803655950214044,0.8483699486147261,0.0938320348759252,0.0139327391784342,-0.4836736701455689,T_cells
+9493,0.706856484375,0.13041671875,-0.4873061607458165,4.665504806186356,5.1367552732673305,0.6114221065165796,0.1531434205060523,-0.2408025988188206,0.0316764309256333,T_cells
+9494,0.74503953125,0.09197552734375,2.858853502866296,1.2623528674364384,4.938674218893972,0.7586953855319294,-0.5357490871422811,5.516553879814072,0.5839322677419196,B_cells
+9495,0.636124609375,0.145927509765625,-0.511960224972559,4.585112125045574,5.506757248853929,0.2398115617419323,-0.0737381960542734,0.4150233417607663,-0.9883059502707564,T_cells
+9496,0.858879765625,0.108046796875,0.3227810126067907,4.48994939198328,5.169006365189281,0.2672093452039763,0.3032361069561973,-0.0605126281848776,-0.7132116923434602,T_cells
+9497,1.119177890625,0.142484130859375,1.5997247665460863,4.46577786196826,5.476614666042512,0.3538949630820782,0.8193171653026445,-0.0094671605968572,-0.0507963879936262,T_cells
+9498,1.58541265625,0.561627890625,3.097196368735456,-0.6103296037070963,5.0257620831771375,5.005010344990453,0.1754794844513879,1.0185032773494314,3.1409846321104347,Monocytes
+9499,0.90647171875,0.13872931640625,1.2495083278431562,0.0637385518275503,4.334845608704351,0.7571134069914237,4.253708660282485,0.2806086582241022,0.4684348500508677,Other cells
+9500,0.779196171875,0.109067568359375,-0.9881874968333766,5.485724130054942,5.417631232613051,0.806733572271548,-0.111546846867809,-0.22550414370447,0.9014852583274382,T_cells
+9501,0.969329921875,0.377578671875,2.923311397989796,1.9148566187696352,4.829817719289775,5.042594081088287,0.736076586855301,0.2774886820560874,4.1279308322478325,Monocytes
+9502,1.4411509375,0.128059541015625,-0.6099487580723413,4.892537626646087,5.543329603722022,0.8154558234500988,0.2011844612005968,-0.3569521697296548,0.024286313378325,T_cells
+9503,0.7676428125,0.130571552734375,4.282590092210104,1.421358212430153,5.042962513590264,1.0252962961782406,-0.1924793171389636,5.045378138020599,1.0404270950497774,B_cells
+9504,0.778321796875,0.19166052734375,1.2106765032369569,4.7668056698833725,5.375903276470281,0.733355431368849,-0.31437454610803,0.314063518851804,-0.1914271266371846,T_cells
+9505,0.8470503125,0.17026515625,0.5272200408955439,4.707441991438214,5.27991518561567,0.6990372743456758,0.3693888885807603,0.4806059575960782,-0.3972748410769202,T_cells
+9506,0.784436171875,0.0591224462890625,5.403243147598306,1.2002595136627687,4.765706684921118,0.1210704126114932,-0.232076558832307,5.3178073883328345,0.0617153068125273,B_cells
+9507,0.637499765625,0.216359140625,-0.6146953264662753,4.837096195954584,5.396673761684076,1.3110730864501037,4.928298572289816,1.2654269056027847,-0.7121185582429802,Other cells
+9508,0.863680078125,0.119891572265625,1.758056997856632,5.054148230439908,5.2055918375300125,0.8170097957951714,0.0334845186021543,0.000966431273229,-0.9158997542228092,T_cells
+9509,0.773106171875,0.12073412109375,4.316407247984584,0.7278471964461655,5.018269854930196,0.1940550885169706,0.4201242924643532,5.688509864395487,-0.19421255463419,B_cells
+9510,0.78591140625,0.1562186328125,1.5167087520164448,5.298108819748705,5.657379908160945,1.8254353888657369,-0.2148115935654841,0.5725051008584722,0.1129682636934223,T_cells
+9511,0.950465703125,0.1040411328125,1.1650240502208111,5.40297422377977,5.761213012928765,0.3900497792502357,-0.1795984509125919,-0.1248299119888812,1.0718214721383816,T_cells
+9512,1.40002125,0.23935923828125,4.097790628842915,-0.3545729554652434,5.123298679530925,3.023106512000425,-0.2492726902556237,-0.5092533082070935,4.481356367589374,Monocytes
+9513,0.961234140625,0.122372392578125,1.728270738759124,4.875925331812067,5.195354821470677,0.3054671877090712,-0.0495594609049701,-0.156462520108105,-0.9071067396495524,T_cells
+9514,1.1657190625,0.1265862890625,-0.8830338200067136,4.344974331701607,5.3983492940002495,0.9335182617023784,-0.1701218115604988,0.241487129398914,-0.4172628304489283,T_cells
+9515,1.294303671875,0.380964609375,4.180318479059084,1.680069753968252,4.700511342570482,5.32743814533959,2.556341995623153,-0.510643784400693,3.413535474542044,Monocytes
+9516,1.110779375,0.094723984375,0.898898247818556,5.593290069680321,5.491329224792019,0.3228939395800605,-0.2411199002751849,0.2100859382228327,0.387966081033061,T_cells
+9517,0.928222109375,0.09094515625,0.9283683767147706,4.847298566292645,5.527635678548449,0.3449666937411365,0.3611253873214336,-0.581300232719495,0.4839334271964879,T_cells
+9518,0.807156953125,0.093439775390625,-1.4158334344221173,6.810756973926653,5.166866446787037,0.5108545370713986,-0.3077351684027095,1.0685491047210185,2.055567030693063,T_cells
+9519,0.963765703125,0.16765591796875,1.003097163778369,4.724394653776202,5.693650019675597,0.5766761962457525,-0.3785357046471524,0.0191683917127933,-0.2824485271309417,T_cells
+9520,1.08258640625,0.0898613671875,1.1261994647640212,4.960222580249435,5.415606239604265,0.4058259143591701,-0.257927887402427,-0.6141899630213671,1.243924185021044,T_cells
+9521,1.0041575,0.1450099609375,1.3311582930193149,4.619754218009389,5.550400810486182,0.6632249906362481,0.290837724145562,0.4055134157004665,-0.8363702970071509,T_cells
+9522,0.78019515625,0.113775361328125,4.233125397815677,-0.1919083150542055,5.053148162119507,0.5315144642481211,0.1227561251115638,5.723741729314677,-1.4450770802659243,B_cells
+9523,1.3258209375,0.2064591796875,3.324472567523782,-0.8592510708346759,5.153599846541501,1.216083055190209,-0.4069385733445915,-0.5913131541853466,4.080648731184174,Monocytes
+9524,1.21027765625,0.19817376953125,4.740783346984776,1.5647115056505727,4.29232342873829,1.0649614605209967,4.1756329068134965,-1.1462391911251228,3.1377379876989298,Other cells
+9525,1.64909390625,0.53869015625,3.267718274109136,1.444794194366315,4.869531353412933,5.361018328133575,0.2162676907412323,0.0319161891116149,3.737067896919079,Monocytes
+9526,1.056356171875,0.422840078125,3.0073806042104443,0.501745587534187,4.543086963084289,4.664846719272963,2.269736925034489,0.2698688384028316,2.551000738702705,Monocytes
+9527,1.2153075,0.5175726953125,2.011572560265941,-0.457950325729716,4.760495574383205,5.003055184385192,0.5978455899000924,-0.3324612826124216,3.2370308389988502,Monocytes
+9528,0.98191921875,0.583920078125,4.598364782982814,1.6559049980597906,4.2019164268539,5.178415201847778,0.8986624330447476,-0.2547555898815595,4.259455299447997,Monocytes
+9529,0.924849921875,0.09430630859375,4.723598248411747,-1.8360543585384344,4.916995286034435,0.7376619873303932,-0.3973876985315259,5.587138380971701,1.910024061384897,B_cells
+9530,0.940490859375,0.10504990234375,-0.4897459616865844,4.822436742310822,5.321661292728273,0.2185204913373946,-0.4647988317710781,0.687713011774597,-0.9324959000012496,T_cells
+9531,0.82087140625,0.140763056640625,1.5641341309016397,4.5643190122598085,5.530508512546922,0.9962308878507624,0.1541643887609133,0.4770170554056481,-0.5787189309903366,T_cells
+9532,0.971379453125,0.104604033203125,5.337782057226628,-0.3907804715154794,5.0254732508564,0.7821763503263809,0.6588841243096447,5.370859076933063,0.2232716284281089,B_cells
+9533,0.74917984375,0.154213095703125,2.1699734966295683,4.517036519672556,5.43380281463243,0.8038616166596095,-0.0065042797484433,0.6773566276808697,-0.9300849927699496,T_cells
+9534,0.81114015625,0.09447494140625,2.9506323687751514,4.7656912170366414,5.518460582769196,0.5458722805463432,0.2588735955411786,1.345768275278511,0.4034227131075447,T_cells
+9535,0.71568546875,0.08447546875,5.101049199048212,1.0463619558497324,4.7513622366327,0.4864971806029593,0.6784257061402862,5.154259971976716,-0.3264166441914977,B_cells
+9536,1.410779375,0.2074732421875,5.114422638489589,-1.21969389015493,5.495483446268949,4.202138711903912,-0.9543802506374958,0.0387351478880138,4.887548614641679,Monocytes
+9537,0.725030234375,0.3547011328125,5.333931052613309,1.7501454366024427,5.096133426194829,5.63674689543703,2.7687033300545525,0.7279062298163012,3.667229935195936,Monocytes
+9538,0.86596796875,0.17223890625,2.915336754820278,4.963750526662447,5.66786994919284,0.825935602856467,3.048129380105033,-0.6097354507565023,0.7780342010738402,Other cells
+9539,0.666675,0.0978955078125,0.5115941558281858,4.44063245549375,5.429643801212782,1.6039437768776934,0.0351249803828623,-0.5853349266387258,-1.064707792053914,T_cells
+9540,1.015548984375,0.1717990234375,0.6392920216651689,4.167696399349776,4.935497116600959,0.641167465885783,0.0296089752045474,0.2507684217159435,0.787997089959001,T_cells
+9541,1.242800546875,0.1673120703125,2.0813623228056417,4.8936506090811305,5.335475094603287,1.4267048407336969,3.017395252080409,0.8093543183422722,0.3584657892106664,Other cells
+9542,1.37670984375,0.3552147265625,3.544771028584192,1.3720029403172207,4.765875968743703,4.919230471954731,2.1453332160078933,1.1219650779883006,2.7548771821683946,Monocytes
+9543,1.13991984375,0.5056644140625,1.8454579177673751,0.6232528719862003,5.170082226717304,5.277977561569948,0.8960483072780219,0.3819967004669192,3.62632527076052,Monocytes
+9544,0.845082109375,0.100156689453125,5.247380852431778,-0.6056825222836832,5.01522444729057,-0.176893197035797,-0.0543223266409633,5.86239139316799,1.3459057977572475,B_cells
+9545,0.656598515625,0.136100869140625,1.656290756442708,5.35297752279287,5.688086886586403,1.6695373539754923,0.0477043678925288,0.4512379679582274,0.2740770701826126,T_cells
+9546,1.2365203125,0.1357408203125,1.493909059541161,4.678595983862059,5.61783855857423,0.4643632275540862,0.3593931738391133,0.3225634434186614,-0.940197057678804,T_cells
+9547,0.61401015625,0.085830498046875,4.3269809017869925,-0.14512413949961,4.396756298018863,0.5964540281106577,0.0936182849846336,5.461708554094624,-1.3603553965780135,B_cells
+9548,0.837342109375,0.113491513671875,4.615614081012545,-1.3213625260922262,4.705949574079311,0.676571762854851,-0.1331157427717481,5.783760532433057,-0.2283474159889072,B_cells
+9549,1.03227390625,0.1458837109375,0.4272996879282079,4.677283616653246,5.269147178051196,0.5107332699737452,0.741527568405747,0.6472962346091843,1.0321209365617818,T_cells
+9550,0.95293265625,0.126775322265625,0.5601551284008723,5.754555099338482,5.692025363430358,1.21654618776387,0.1259628554931776,0.1390211505501176,-0.4285268097551246,T_cells
+9551,1.375743125,0.1708340625,-0.9266708531717502,4.816694825570047,5.467839216620992,1.5363166186330672,0.1242872476951703,0.3789097922362763,-0.0127364540438167,T_cells
+9552,0.925904921875,0.10543697265625,0.899857934671197,4.858964701143588,5.813753231954874,0.494310954309984,-0.5351160468116815,-0.0896890975100906,0.3373221307559396,T_cells
+9553,0.89272328125,0.115948916015625,0.4333946872705165,5.161717140303348,5.391613226852683,0.3019881799505912,-0.2935087290621294,0.7140732868659588,-0.1820457619061994,T_cells
+9554,0.75554296875,0.102046396484375,5.056376023285501,0.5713546822906688,4.920248725405675,0.2700769739686144,0.2065916163730609,5.312044992324307,2.1299860459737827,B_cells
+9555,0.79599359375,0.0766405712890625,-0.4073793168951056,6.051038601705668,5.011666906515759,-0.0292393858361494,0.1620671082024398,0.4879989643023167,1.315309198672208,T_cells
+9556,0.4810494921875,0.2336200390625,0.9777944444543776,-0.7302492887313339,4.628503601374346,0.6812280322015438,3.897615185813138,-0.1762637966925064,1.1524376263674518,Other cells
+9557,0.73094546875,0.095972197265625,3.714164551880173,0.7617561792416923,4.724652823215743,0.6491277842379148,0.2805583530211096,5.790021937059476,1.7997177241595066,B_cells
+9558,0.836440078125,0.1056266015625,4.734277148867735,1.6392934340431489,4.9092346343391045,0.30202108577863,0.4777989886778108,6.261568701059287,1.924131737939704,B_cells
+9559,1.55458890625,0.2326401171875,5.293049361689811,2.2809050965357995,5.551153656224029,1.1252423436463932,0.2716852279785591,6.082386406491552,0.516300658726866,B_cells
+9560,0.471031796875,0.114770322265625,-0.1036891594689103,4.074367812228322,4.931774885524908,1.6077817989428087,0.1914123957450057,-0.0108018431210183,0.7073039747359089,T_cells
+9561,1.3490209375,0.1676415234375,1.6419902810440388,1.0756644017317163,4.841546484308431,0.0745175989604924,2.737445026347917,-0.2947147688828863,-0.5158389952011496,Other cells
+9562,1.156381484375,0.14217328125,4.127057916483774,-1.0936567910232662,5.621011639875275,0.8955102727993042,-0.3138558540199663,5.650395076347843,2.000378303650737,B_cells
+9563,0.783262109375,0.101485908203125,0.6091788455891318,4.152496840963435,4.972499572605319,0.5621303190326297,0.0850724465938173,-0.2957878779131948,-0.5655784190471642,T_cells
+9564,0.87212890625,0.125488701171875,0.6816592680968596,5.246757791454343,5.777721705580134,0.4330750134009327,-0.3580091539909336,-0.6538926395522001,-1.0075840166511465,T_cells
+9565,0.82481734375,0.10455662109375,-0.5720000109280008,5.249498355883903,5.56960127484347,0.5517964864526927,-0.3997713344488878,0.2867180112044201,-0.4978989892579665,T_cells
+9566,0.8112834375,0.12836078125,-0.4012634930064069,4.941852325936386,5.478564334714249,0.7733813918463983,-0.1036745895826601,0.7893476418450942,-0.1190921634683263,T_cells
+9567,0.874847734375,0.0841376171875,4.241948392283391,2.429144830095852,4.976883711094014,0.2742129471657813,-0.0943945531055493,6.210624541147472,-1.775634836441121,B_cells
+9568,0.833009765625,0.16631169921875,-0.5518048766160815,4.872215447286341,5.617773951025668,0.5633284992251566,-0.097668203833895,0.1790801938002511,-0.5493858982250174,T_cells
+9569,1.004069609375,0.18423548828125,0.8752078336237857,4.807216647510509,5.734445820678295,0.7710258539657533,0.2748205806984845,0.5503741000715034,-0.8004054125383268,T_cells
+9570,0.899804453125,0.0926368359375,0.8338520706052199,4.947538074727484,5.387854384969813,-0.0032976045810569,-0.0988456148847708,0.0764247952251499,-0.0727962157073008,T_cells
+9571,1.223710546875,0.129918037109375,1.20267941907681,4.714091682874507,5.218008357839548,1.171791935258892,-0.7164217295846966,0.1233888689894541,-1.4868900816143942,T_cells
+9572,0.9357728125,0.108334853515625,-0.1347351123476865,4.641497265358156,5.618250058675681,0.6084818062684685,-0.2978094256423824,0.2639405410485839,0.8705932002251806,T_cells
+9573,1.3652684375,0.36235265625,3.500819531147931,-0.4492393619085962,4.88959507970948,5.128232397006858,1.3784896857547728,0.460162526598982,3.926550193673045,Monocytes
+9574,0.931393359375,0.1025612890625,6.214881657646765,-1.638407885958024,4.692002669491152,0.7069247840009406,0.0091254083579612,5.313736021248561,0.6146623880658006,B_cells
+9575,0.885280078125,0.140802060546875,3.920419428748438,4.124382218803899,5.325060585846628,0.077646321113773,-0.4440554955209316,1.3654025517655666,-0.8885318592265131,T_cells
+9576,0.893997734375,0.068168359375,5.004032798186451,-0.6014300583926819,4.732526344324751,1.097789881461308,0.2295440967108087,5.902315566827668,-1.1862860108288285,B_cells
+9577,0.747456796875,0.2327105859375,-0.5390671824249031,4.211518513058633,4.973034334547265,0.1248252197962002,0.6909024834886464,0.4868426856927528,-0.9977582896232436,T_cells
+9578,0.779488828125,0.0683957958984375,0.6616944601320661,4.774835537580037,5.112807806921454,0.4093778498308046,-0.2854386059247306,0.0269616006175278,-0.5336809438948518,T_cells
+9579,0.927703828125,0.150003994140625,1.7334795031498438,4.842913689488423,5.8242984676594745,0.4904005764514011,0.0410483871665127,0.224011823749357,-0.5170067419777401,T_cells
+9580,0.94253453125,0.130639375,-0.4724509542564017,5.597353139971691,5.656826969917302,1.1111492167340762,-0.6253187449804697,0.8055128174978445,0.7067919408182948,T_cells
+9581,1.0301290625,0.101916181640625,-0.4847566035951804,5.345684433694713,5.551447780996265,0.981168427351212,0.0401302645487374,-0.1448655250657237,-0.4139343427615408,T_cells
+9582,1.262170859375,0.2122128125,4.599550153906959,-0.3974947880906054,4.130520461102144,0.8165139501247402,3.500260945966827,-0.5382336322708982,3.018694976085188,Other cells
+9583,0.803620546875,0.149798759765625,0.8058852342660402,5.854463205952318,5.538162438263965,0.2886384102100451,-0.3376769828689582,0.271200911842912,-0.8378914741814382,T_cells
+9584,0.98808921875,0.1657590234375,1.2310631762746087,4.931438691460771,4.8168222068862345,0.9441812752407396,2.77598823522778,-0.5931034211926112,1.6273931259524528,Other cells
+9585,0.7070025,0.160760185546875,0.376732528049318,4.149126662532218,5.181737012337592,1.063139383307251,-0.1305839376722208,-0.2633822314714528,0.0759647131841479,T_cells
+9586,1.14557203125,0.138638095703125,1.3585592447103374,4.303706205045379,5.342774670166626,0.6688840099019956,0.1127355824347527,-0.8533198896122115,0.9232820440737628,T_cells
+9587,0.7995153125,0.128238359375,3.6388525276463866,-0.3372810178904627,5.219017580273507,0.2709863153880561,0.2975132993462662,4.658329253035397,-0.868455985816637,B_cells
+9588,0.916499921875,0.0763585205078125,0.6075042332182354,5.073006280748528,4.751593917802038,0.2611915548415235,-0.4295242299396664,-0.0045840918573603,-0.326487228236242,T_cells
+9589,1.0441284375,0.409101640625,5.505310530713556,-1.594779611731823,5.137973991798238,5.329246140515583,-0.3342440633408458,0.9375423883790748,5.115770991002405,Monocytes
+9590,1.01899765625,0.098885673828125,1.688131863041761,6.141141211723033,5.535163675875461,0.7665528279533493,-0.1824617203758195,-0.2884915382268539,0.899678982164426,T_cells
+9591,0.814798515625,0.0790217626953125,1.1236131638501463,5.037765895195901,5.31874636070157,0.0614097318500854,-0.3572704343609356,-0.2926281327211263,-1.2575540455100385,T_cells
+9592,0.862467265625,0.113772353515625,0.4399263643847625,4.487814286364041,5.230851810836329,0.7152272927201649,0.094957385369866,0.0123049329826457,-0.2169565700294656,T_cells
+9593,1.297026484375,0.142495546875,0.2209003689966475,4.170219436227311,5.263925173195193,0.0628295845498978,-0.3134040681569845,0.5729101788966723,-0.1846552783407205,T_cells
+9594,1.063388984375,0.16756470703125,2.909783009407413,4.638381450000515,5.60594348408439,0.5473756583166574,0.2593396017219861,0.3372787534454923,0.8617515516023871,T_cells
+9595,1.0640515625,0.162082197265625,1.824318198096412,4.674066332046078,5.410860130498893,0.0738895623593328,-0.0009224458891478,-0.1408266360857116,-0.3091406359233754,T_cells
+9596,0.9322515625,0.1580261328125,1.579949599648576,4.515168866484813,5.457075121672686,0.5193879337327809,-0.5704298507287743,0.7477730271287497,-1.224925537516181,T_cells
+9597,0.829845390625,0.10343923828125,3.935692754573757,1.4511383059913154,4.344400386912216,-0.0050645114949207,-0.27666606159243,6.112718349289164,-1.7504809786458695,B_cells
+9598,0.865249453125,0.09520166015625,4.734231569712341,1.7971694116143178,5.108111002179167,0.2398730177172484,0.3519909012388045,5.532721784761855,-1.1588037626589984,B_cells
+9599,0.90941890625,0.08837251953125,4.255723024247068,-0.6352069446287582,4.666127496243592,0.4733499475947628,-0.0086411960037045,5.73651453447725,-1.184529813328916,B_cells
+9600,1.007103359375,0.11521439453125,-0.0374359801501858,4.7553495067231015,5.360686103583773,0.6997900997503796,-0.0770462711256702,0.0062001282950116,-1.0018607702160305,T_cells
+9601,1.171910546875,0.122136552734375,2.109906913673279,4.760760678461786,5.661377438077127,0.0348717317155181,0.0658978632421796,-0.1519173372374822,-0.1984759232946906,T_cells
+9602,1.074883515625,0.10090861328125,1.575266351474724,4.376050585720057,5.455076399003448,0.5883350443978648,0.4475380474973776,-0.0186034547754537,0.0827318756029202,T_cells
+9603,0.878324453125,0.13882712890625,0.7601812053123312,4.709869403808989,5.540661384310399,0.5358762306485488,-0.2138498657028349,0.149552206790302,1.3637874380019597,T_cells
+9604,0.863738828125,0.22991982421875,5.384550590653694,-1.346002278397637,4.6391001187166365,0.1863320876490116,0.2295402491114414,-0.4665655206315235,4.251684752111585,B_cells
+9605,1.33134484375,0.121485439453125,0.1205656188982537,4.834819873579355,5.457571076972084,0.1870025906331361,0.0976137576531149,-0.5840237595857963,-0.6627458031732201,T_cells
+9606,0.90253171875,0.137912578125,0.0438001740132586,4.452266849983486,5.054642428949478,0.6732124957975627,0.4166777015674424,0.2009907904269902,-0.2942826938290612,T_cells
+9607,1.195038515625,0.142475146484375,0.2023973168877341,4.33693499792311,5.442055570497553,0.9750908314306452,-0.1283852506548372,0.3614221066943203,0.6173797125557896,T_cells
+9608,0.711708671875,0.212939765625,1.4002367728726757,4.724059646999397,5.55098661644136,0.9248154771059036,2.379099061482487,-0.148111018191019,0.4698933920131986,T_cells
+9609,0.91661453125,0.13664216796875,-0.217565770286216,4.078981887915941,5.05435372598971,0.905773480043946,1.2405511031562986,0.4650253998317651,0.4188616837115744,T_cells
+9610,1.012118828125,0.103991923828125,2.3062256469889846,6.068097145748931,5.421875987433553,0.2951657914338989,-0.1381912121753042,-0.0508805133716827,1.2598902855989949,T_cells
+9611,0.86806625,0.12061349609375,-0.5328243347678455,5.0021797099793,5.208061167927304,0.0070982977348474,-0.2431147776555501,-0.4803663519324544,-0.6697527451455298,T_cells
+9612,0.647730390625,0.236526875,4.650554373965162,1.3429087903784942,5.645255560762322,1.281902647726093,0.0227120982822852,5.434901747939545,-0.8345406708216901,B_cells
+9613,1.95076359375,0.31354755859375,5.849606160191863,2.337038180415396,5.914615988152069,1.283061531272145,0.5353409647175835,6.822329133027175,-2.49128537565975,B_cells
+9614,0.80678953125,0.126779521484375,0.9047275043905534,4.534947077390906,5.463247437442378,0.7151569572661539,-0.0836627412164211,0.0230688019317127,1.3745945356644922,T_cells
+9615,1.10983734375,0.414423515625,2.8609974842111083,0.1183703461783096,4.704409177229655,4.89862821101228,-0.0282562264654945,0.8887364730688689,2.607581756431602,Monocytes
+9616,1.91016,0.453548203125,2.7472971226616525,1.7321022917540445,4.691567074569169,4.662337835139765,1.7633931896233792,-1.1011798995047757,2.336357545225487,Monocytes
+9617,1.14649,0.0877790234375,1.1268346604564017,4.29048119700046,5.064024684296431,0.857066940407629,-0.2086521452531659,-0.6413837836057499,-0.5546976979743139,T_cells
+9618,0.77697109375,0.120861943359375,-0.6844582759897601,4.982648150257842,5.43850740226996,0.5132715297891379,-0.1628947936845481,0.5427671014964967,-0.4471425419287366,T_cells
+9619,0.872865,0.0919833203125,0.7905169666634075,5.124764395611926,5.426532698054455,0.5150620770830454,-0.0154420398389378,0.2815305931450949,0.1096769702253488,T_cells
+9620,0.903377421875,0.10346083984375,-0.2892785363538901,4.687915701148859,5.255938242878683,0.3468493979877033,0.1518009655676993,0.0360002715686316,0.3699407884853185,T_cells
+9621,0.89645890625,0.14526259765625,1.081718425547477,5.115845232803252,5.567791108163076,0.702898242495552,0.0930551769966511,-0.4481952568248486,-0.5205505856828085,T_cells
+9622,1.61468125,0.342864140625,5.127206898481528,1.302571304851887,4.990824748570058,5.374082439276871,2.5796159510281207,-1.3869951692528188,3.855199458413421,Monocytes
+9623,0.599198203125,0.20599728515625,0.3618744500370121,1.1117207846425163,4.633918545973102,0.6990041495080812,3.679626090056256,-0.6677791096877237,-0.1520127406080842,Other cells
+9624,1.054841640625,0.17774841796875,1.274301862978237,4.7368796934444335,5.747290148389608,0.5645541136621146,0.3164767708673389,-0.1290498776906229,0.3349409982728684,T_cells
+9625,1.191183828125,0.696332734375,2.184145488645808,1.1702437034338309,4.500243726726498,5.057208944549176,1.4828461004184808,0.6159043683798895,4.046853353358033,Monocytes
+9626,0.853151640625,0.506383984375,3.174295453865261,1.4894733844302013,4.856825449731246,5.135102828155846,-0.310851187740402,-0.2199351776609898,3.1783958602403315,Monocytes
+9627,0.8539525,0.097787490234375,4.542305296331834,-0.6670725754219095,4.766534174462725,0.4723014695589565,0.5653766530650054,5.368019480402946,1.88515071476388,B_cells
+9628,0.889598046875,0.099015302734375,0.489882644844255,4.82555866366097,5.494876882157591,0.361221940591984,0.1045299891826223,-0.1837319950206784,0.3176287886552216,T_cells
+9629,0.906956171875,0.1341949609375,0.2763075227318222,-0.4996104826868858,4.275569096444476,0.1585340093465402,3.3418729541393204,0.3523020693190396,-0.985972747404012,Other cells
+9630,1.166594765625,0.123928447265625,1.762657568632756,4.386212210599334,4.641012027092626,0.1314081918760733,0.3278219882806932,0.2492169455118044,-0.238029174819337,T_cells
+9631,0.74260078125,0.156267841796875,3.98744167259817,2.096545497184944,5.10301181736192,0.5854401864684138,0.359687144551911,5.27505623176071,1.505108572827793,B_cells
+9632,0.892148984375,0.108211826171875,1.0595981001163848,4.368889984778816,5.220229100481427,0.8023221282714863,0.0561252172890061,-0.4587556705556929,0.5276830872045437,T_cells
+9633,0.88131015625,0.08935369140625,1.1484316160242476,5.083559437451377,5.164488754184965,0.2278905418568963,0.2064329618177371,-0.3332556907576124,-0.3458164980657758,T_cells
+9634,1.4144434375,0.3287918359375,4.642165062739898,2.106769260604635,5.114770121911151,5.027747259974261,1.716723678576645,0.978594408531444,3.33832413587585,Monocytes
+9635,0.84455796875,0.11096388671875,6.0241319090568615,1.1883563332525406,5.199878206997427,0.2975069145633111,0.0666402443306281,5.609689309863494,2.4572447019980146,B_cells
+9636,1.14464875,0.13986291015625,0.3823463793067811,5.055757206683438,5.310621690342128,0.6040336796750138,0.019181720261388,0.7245965600439748,0.4810323594733756,T_cells
+9637,0.869907890625,0.18959439453125,1.1669444732576364,-0.9139862473783776,5.092905931891944,0.6408023017841757,4.515395375017105,-1.739143264764032,0.9351610432264305,Other cells
+9638,0.4571356640625,0.14837771484375,3.7388707905403935,0.430400043710206,5.387554022048579,0.24900464476391,0.1773272735503508,5.417142772605735,-0.8271498893566482,B_cells
+9639,0.98737296875,0.111229736328125,1.173921172581472,4.748277957381209,5.139088396322999,1.1322812951402903,0.1101379775264772,0.7814359816078069,0.1079105895063826,T_cells
+9640,0.852011328125,0.0700394677734375,4.717453453205376,1.2514454360824934,4.642371543862391,0.4311991346014465,-0.60097855136348,5.836945692737952,1.257953995236639,B_cells
+9641,1.018390546875,0.152067734375,1.151173141792945,6.58419300474013,5.778849947584384,0.3443230996417812,-0.3948654219709572,0.5806804171622749,1.812336430058112,T_cells
+9642,0.886973125,0.109512841796875,4.182724721960905,0.6093668599799329,5.068221252997364,0.6635352423047636,0.2628736783352104,5.694747267326257,-1.000359575578668,B_cells
+9643,0.647409140625,0.112417333984375,5.794829347809559,0.1552659441229469,4.686465525153334,0.4011281422190493,-0.303173340208242,5.335582361797272,-1.0963716902425973,B_cells
+9644,0.797957421875,0.3427183984375,5.526087497478723,-0.4833999357396585,5.234024504469717,5.243658450137617,-0.633565042583887,-0.6628948511467612,3.95133977516466,Monocytes
+9645,0.877973515625,0.095923583984375,4.957447413963761,-0.923590853506378,4.939180098405162,0.3677035993214335,0.1893638717066461,5.3910159100915385,0.5233142726261553,B_cells
+9646,0.9774296875,0.121741689453125,-0.3951982248762122,4.253807214312159,5.400816023256316,0.4119905569548983,0.306555127187276,-0.1769686571667913,0.5846893500566878,T_cells
+9647,0.859915859375,0.144219638671875,4.267783730366856,2.369296459586575,5.027915013097171,0.0998356815573721,-0.2162104473988621,6.083757550113015,-0.8932820611656997,B_cells
+9648,0.67888015625,0.100420126953125,4.091849131118744,2.4250881396158626,4.696732103876148,0.4916562846085718,0.3338970866799537,5.851716574083566,2.0791518099305586,B_cells
+9649,1.280356875,0.3567077734375,2.9631538346008024,1.1686112694504638,4.820692565861471,5.301985904011722,1.7642959312375386,-0.2638386108291451,3.205990556325087,Monocytes
+9650,0.823942109375,0.116433798828125,1.6934591006393338,4.588220323691194,5.129019941835445,1.749780277857322,0.4967050185279758,-0.0079637717095795,0.1079825141555191,T_cells
+9651,0.669826171875,0.19837544921875,2.6465827519618803,1.145342969972711,4.393353386252392,3.2957151337946287,0.3904061034150523,0.2467248218804468,2.925197366805853,Monocytes
+9652,1.257998828125,0.151770087890625,1.147077041915927,4.795955651743593,5.70863142557685,-0.3034021715378587,-0.2953291146278671,-0.3535321277170061,0.8598886956397944,T_cells
+9653,1.153823671875,0.5801732421875,4.331639145391421,1.8952231596737408,5.344129480016004,5.495468375678604,2.0675243981960936,1.3548994707290227,4.470949085351258,Monocytes
+9654,0.798138203125,0.096052001953125,4.974537882498195,1.5560048848279342,4.824647087430408,0.3256017109200044,-0.0727561194398914,5.463594911276161,-0.9001477649711138,B_cells
+9655,1.187972109375,0.120774921875,-0.4115861606053991,4.578858646740261,4.991524184760191,0.3437900181963914,0.0971381492768484,0.3092338525604325,1.1534183463776293,T_cells
+9656,0.9331390625,0.088485341796875,0.1930398236633424,4.887023712331818,5.221727117406349,0.1769335322445691,-0.4593519369040911,-0.4123979584755275,0.026207124511457,T_cells
+9657,0.63836765625,0.114086806640625,3.677734199373353,0.7866045076100656,5.11606965456656,-0.0485726416707095,-0.91325916761799,5.668574987452812,1.6545209238895162,B_cells
+9658,0.83350671875,0.143944775390625,1.30128328039075,4.505949230745139,5.769408925902774,0.8148970144705137,-0.0978648916375055,0.9388293752367584,1.078521589794369,T_cells
+9659,0.766106015625,0.0817690234375,0.1837695552461345,4.761448866743813,5.113601254317988,0.9987011457256844,-0.1254006903893389,-0.0349467898949849,-0.2228595195975714,T_cells
+9660,2.40504671875,0.796662421875,4.2898851877302615,1.8376518465656249,5.474000026633463,5.398342819520905,1.2861082553270051,0.2896694224452079,4.329398861243323,Monocytes
+9661,0.931058359375,0.156844521484375,-0.2408674902813721,4.155902475433796,5.141285263296907,0.9697079624908208,2.12888211325347,-0.3251139707294999,0.0173513503546785,T_cells
+9662,0.8538634375,0.154909208984375,-0.8019784477820582,-0.0851781332593653,4.605959426020894,0.3328826419661967,4.256054813060274,0.956438086562252,-0.3550038642721768,Other cells
+9663,1.00640484375,0.121972119140625,1.1043985241269052,5.238957466762107,5.451176743015703,1.098858044582348,0.0714216417953323,-0.4147326356722965,0.4854530835149209,T_cells
+9664,1.30150515625,0.099954453125,0.4984067917379609,4.8314132121912055,5.544277171971157,0.7877500557852782,-0.2975734474405763,0.0061294189251316,-0.4950957595420492,T_cells
+9665,1.073791640625,0.1362244921875,-0.499014082058365,4.093245525343444,5.604324613519881,0.7141736165446403,-0.3533316498740572,0.591935348059241,1.1153613788205554,T_cells
+9666,1.032336796875,0.18042845703125,1.2511180890003302,4.605985334619139,5.631015164433203,0.964534725746592,0.245713044393712,0.4275600370891694,-1.915298227414508,T_cells
+9667,0.94075328125,0.17360712890625,0.5321398453993635,5.000029683682861,5.653681832682299,1.1690229626122188,0.1088158464609323,-0.5325851499490637,-0.6397823325495351,T_cells
+9668,0.756180625,0.125380087890625,4.942324314059355,-0.3403157757140191,5.343737817057754,0.6086008540741616,0.4164319565351009,5.317606239007212,-0.4740594740277439,B_cells
+9669,1.44150515625,0.19767109375,5.310517918679993,1.5268285887408244,5.80624754676859,0.4798947396809842,2.4754821166359555,6.313991393115463,0.1781527027191797,B_cells
+9670,1.191864296875,0.792076796875,4.225468411968758,1.1920212702113848,5.100642184799461,5.6746197970843175,-0.0767767890551246,-0.7360846896539708,4.623892848580617,Monocytes
+9671,0.851933515625,0.123019892578125,1.662481889866095,4.652483919914409,5.476754284618436,-0.1497717771112567,0.0054013554612257,0.5009127867819849,-1.0167390036707342,T_cells
+9672,1.07014703125,0.091551259765625,0.3923861191384505,4.906162792215805,5.596101324226705,1.1537084520598762,0.0163779016953424,-0.2090049700473034,1.1552548442175965,T_cells
+9673,1.097149453125,0.17876978515625,1.708962908982094,4.732607353173534,5.254450054331125,0.3359103447225816,0.0025554269596391,-0.404435599828803,1.4188575779774049,T_cells
+9674,1.11814328125,0.0782908447265625,-0.1261417347686326,4.646304288755558,5.089554617998656,1.1996426900953931,0.3774926818178623,-0.0529170379106099,-0.4763234649690973,T_cells
+9675,0.92119984375,0.089497705078125,3.874165049728768,1.1339799716464734,5.175019077807304,-0.3262827143210977,0.3770654795350533,5.691572466583591,1.0055130026293195,B_cells
+9676,1.03069390625,0.406144765625,3.447765023414291,1.276199152251435,4.71661077235563,5.023765138227265,2.016987784497001,0.5354611462389331,3.4882785976290807,Monocytes
+9677,1.258843046875,0.158096337890625,-0.4259697041829878,4.111508938826852,5.347408845494067,0.0959293170734424,-0.0920971149043717,0.4047691100775947,0.230327288893271,T_cells
+9678,1.09328734375,0.3128926171875,3.198943871587679,-0.667093441476811,4.844706482749483,3.3427797581805447,0.7641735900814872,0.2414845833069119,4.473642215953747,Monocytes
+9679,1.002709453125,0.137777548828125,0.4307224794093753,5.049474457847713,5.541065682901707,0.2535099200867789,-0.1976342207271753,0.0067719535151466,0.6562332918749556,T_cells
+9680,1.35869015625,0.2583217578125,5.95502042592616,2.558348243707224,5.765165850096636,0.5818399174954827,-0.0281646445458451,6.077514708098686,2.128258525934953,B_cells
+9681,0.8803134375,0.114896943359375,2.2620409234961127,5.495206778239496,5.665114605148904,0.2308748962044388,-0.4702139669909516,-0.6403946138250173,-0.2216229437841361,T_cells
+9682,0.737643203125,0.18166107421875,1.7765824704731992,4.435553505136651,5.295868074366656,0.7852640582539709,-0.0522460423214118,-0.7662978748855536,0.8066995324702626,T_cells
+9683,1.040395234375,0.08580109375,-0.675791225851568,4.432911646137285,5.542528237331368,0.9150911369405156,-0.1204649494599388,0.0076943390905972,0.3860180703763567,T_cells
+9684,0.832085625,0.07700302734375,0.422675609719903,5.0902006948502825,5.094728593297062,0.889865903684568,-0.7145564454771572,-0.1742059426030585,0.782892588613431,T_cells
+9685,0.9988225,0.0932693359375,0.1781713764932458,5.271260456622517,5.3711028137111,0.8579827933200117,0.351898451922139,-0.1442252180122306,0.6917205581675941,T_cells
+9686,2.17138203125,0.777401953125,2.3256437271384405,1.5539147079499351,4.404978859441801,4.981474589120968,0.7337296607895298,1.1028381643630298,3.274646356851613,Monocytes
+9687,0.924889765625,0.29340783203125,4.144622510962432,0.9492860205817036,5.446671671283172,3.668305819238633,-0.1984140811458384,0.8902225601273235,4.551399103860241,Monocytes
+9688,0.749884375,0.097606865234375,1.0666106721932485,5.206966043123852,5.006305333503484,0.5019166206702725,-0.1918654180098347,0.3853914940150064,1.296459079251384,T_cells
+9689,0.8994065625,0.13300255859375,0.0605948523262826,4.5876888998986844,5.375799287152537,0.6245456227288294,-0.3125803241842708,0.698219743466179,-0.7773745150540328,T_cells
+9690,1.039346796875,0.1079819921875,-1.0365134709839003,4.933270247736198,5.372843242317433,-0.3627809888206646,0.4129267253320891,0.0609648225675427,0.2100548144945311,T_cells
+9691,1.22527609375,0.14196025390625,1.6384713168233307,4.656319703816049,5.344501191764037,0.3443909191587799,-0.0132551530487084,-0.0934823653320492,-1.1282653072380042,T_cells
+9692,1.478803125,0.4589901953125,2.827443425559192,0.6181858781919887,4.948066044586298,5.271220679524146,1.7241575070045536,0.0380927493927766,3.368522685740276,Monocytes
+9693,0.961516953125,0.140896279296875,1.783402515070695,5.222413667849145,5.726453385584967,0.7196681139870981,0.2141866098221479,-0.1185746220214656,-0.3390422895479525,T_cells
+9694,1.27892171875,0.656678046875,3.3157326393987057,0.969068667772896,4.369336504068181,4.941218819258027,0.3360267581512478,-0.5070423140215599,3.996879195158731,Monocytes
+9695,0.99016609375,0.0680549365234375,4.331204258805456,-0.8663512595493464,5.120081532716203,1.761038724941796,0.9006073806399357,5.31218789156372,0.9151306812200536,B_cells
+9696,0.743975234375,0.15292046875,-0.4169794386798922,4.345917294564531,5.487772857832829,1.0059344759185165,-0.1117504935231001,-0.3826857510086608,0.9423882277783984,T_cells
+9697,1.191445859375,0.141806630859375,0.0703425766496278,4.330339870275886,5.476019001861512,0.7524149972638305,0.2955261959989319,0.1347616914518815,0.9556638927985022,T_cells
+9698,0.974789453125,0.098131953125,4.526970542712786,2.351662714302819,5.192524574997885,0.2723705803298823,0.3592199612419743,5.834012568136803,1.8948719204463365,B_cells
+9699,1.293756015625,0.24009283203125,3.43101022529936,1.409106468470721,5.411283949995397,3.991307496344267,-0.7585946276468803,-0.0969872867882747,4.562722415362764,Monocytes
+9700,0.77529234375,0.105321748046875,0.7693824653157743,5.356502545135447,5.361649924926628,0.5520690290359797,-0.3255636105819048,0.2284322044770662,-0.1373396277577175,T_cells
+9701,0.69287125,0.088260302734375,0.2087495622316608,5.144360048653268,5.094001616643835,0.5912238313402012,-0.1994914712660297,0.0741681095550502,-0.6300464191323397,T_cells
+9702,1.047817734375,0.119836357421875,3.8706103192608,4.111073464578545,5.146653119718398,0.7730027461993423,0.3005401973320564,0.1622401132746101,-0.0793763823298236,T_cells
+9703,0.892733359375,0.1349846875,-0.2669200528789026,4.053630654147902,5.014965398169149,0.4813668466587355,1.9291010333804952,0.0847829504389936,-1.2094671093024103,T_cells
+9704,0.70441890625,0.138581689453125,2.796294426808062,4.625722569325139,5.180932143146968,0.2006835655804735,-0.3301688045115015,0.4269192830451084,-0.6762829365370979,T_cells
+9705,1.068426796875,0.1390545703125,1.0309771113612434,4.144242058470794,5.287220203726309,0.1662307881260697,-0.4208893507079225,0.0760800125803797,0.7735595348863825,T_cells
+9706,0.903408203125,0.095694951171875,0.2765826602773271,5.108303242999238,5.325188388884043,0.4883325685155192,0.075744876985684,0.1712025537961383,-0.1183261151036066,T_cells
+9707,0.9397328125,0.109722880859375,1.2049555811729171,4.013574957823811,5.468741523176542,0.0553412507399884,-0.0428252043137134,-0.1026199613519601,0.198997694775538,T_cells
+9708,0.929625546875,0.084821728515625,4.363093348260886,1.6075905194531437,4.909201257262732,0.174281624269703,-0.2400605040459199,5.294846915744799,0.9494519701814828,B_cells
+9709,0.991306484375,0.0658699755859375,4.737417774774683,1.7837023421351097,4.884051781807288,0.8452517307338501,-0.3584749641544813,6.044787535536104,0.6030684835536593,B_cells
+9710,0.798041484375,0.1607805859375,0.5665469858293224,4.982183884199863,4.964268687034478,1.0800934400515083,0.4581366097298461,0.4763854935133615,-0.9395908317883588,T_cells
+9711,1.23367859375,0.3891691015625,4.586571275685347,2.6103813367446995,5.38356651617041,4.580437693132499,-0.2654918263611524,0.5112630614680372,4.8359736066650605,Monocytes
+9712,0.488156875,0.0742845751953125,5.042793698607745,1.1718923098888243,4.8353344342919975,1.096290426782066,0.1601775664820024,4.9632144440476695,0.633808001043745,B_cells
+9713,1.24116,0.108403857421875,0.7576399340679838,5.006363370481925,5.266697961727164,0.3961234511585738,-0.3274266967626822,-0.3261051070568688,-1.213015920832797,T_cells
+9714,0.888388984375,0.138758720703125,1.3008226036658357,4.684472632083519,5.573059010812321,0.0065234934770251,-0.2818152084850371,0.3024802003899891,-0.7171024189328773,T_cells
+9715,1.51226671875,0.454563359375,3.2874614694258315,1.5994511238158895,4.737567940595769,5.095425679505512,0.4118803186572502,-0.8839263455108881,2.8939171580805527,Monocytes
+9716,1.07058890625,0.3482229296875,4.32450539863804,0.9838294931448588,4.691453789309741,5.086408909225949,1.2673488545935807,-1.3680060891991188,3.430636949950949,Monocytes
+9717,0.65492421875,0.10802759765625,0.1846668555403586,4.4556023558687246,5.194269959532597,0.3477604856772081,-0.1988039181853002,-0.5293270089898998,-0.2295508940375741,T_cells
+9718,0.911284296875,0.14197765625,0.8846498931988636,4.652728374395093,5.121407107243294,1.402724303095826,0.1820729277786788,0.2204813018117804,0.7516093579694597,T_cells
+9719,0.646744921875,0.148025458984375,5.56992199229386,0.6936942062577474,4.984254275634187,0.0147955469771546,-0.0885013896824316,6.470169032929874,2.283814748543508,B_cells
+9720,0.835010390625,0.126594091796875,-1.2207194098247542,4.823229807503798,5.51071905572099,-0.093770567829257,-0.3653291548559375,0.5038194763421512,-0.1849798096581222,T_cells
+9721,0.820581484375,0.1299264453125,1.7694103882517558,4.619343863297939,5.435076212393352,0.7213860870805868,-0.0318627731510233,0.7248615493292203,-0.4924286276240698,T_cells
+9722,0.898038984375,0.104101748046875,4.454099714735306,-0.6826902971198706,4.832111035046582,0.4088978526768511,-0.1518697477184576,5.46383086817161,1.2603917221590273,B_cells
+9723,1.090422109375,0.25244111328125,4.543895700234825,0.3010617763057339,5.374862615152908,3.161026279194153,-0.707294168830626,-0.5715840335170158,4.941404712924585,Monocytes
+9724,1.29134265625,0.17614193359375,1.156519612260232,4.7012650844961605,5.405604897306078,0.3142916923837517,3.802109832024517,-0.8451730353829098,0.1867218051954014,Other cells
+9725,0.853973125,0.15707556640625,-0.3590474749107937,4.195563460060349,5.001249293941428,0.5877715958944896,3.61906331772809,0.6906057628690537,-0.445022542073303,Other cells
+9726,0.6359432421875,0.198786015625,0.4798674714646112,4.875748883634359,5.648276448260753,0.4509177614864749,0.2569468980953263,0.1795050256928788,-0.2126079056703533,T_cells
+9727,0.89612140625,0.15729400390625,0.0901573789146123,5.379195368938327,5.586666127017289,0.4005932131739325,-0.2988014523166024,-0.3628427773537138,-0.0872075292996392,T_cells
+9728,0.69673328125,0.126932548828125,-0.5338983300998452,3.9891968779794302,4.851075763996986,1.1461799261395802,3.365322317904884,0.0374905778261987,-0.8813056305527778,Other cells
+9729,1.048927265625,0.1586772265625,-0.2787216163799447,4.247356063622575,5.437227810551754,0.3280466004005414,0.3488075914763774,0.5689330540651752,-0.9635325589385704,T_cells
+9730,0.942998828125,0.09292068359375,1.2350010349793858,5.171083443228978,5.443150820813726,0.9484936040367904,-0.1865976522010743,0.1973044145373832,-1.0170091480271632,T_cells
+9731,0.9072709375,0.10314818359375,1.540377053821706,5.568602787261217,5.419789847386877,0.7770582915837517,-0.3744116072257442,0.2092730917058446,-0.0765573695371714,T_cells
+9732,1.05427515625,0.08559646484375,1.6347953034729,5.4250425494193655,5.415131496773361,1.770617673046036,0.0152834514807059,-0.6828659349070788,-0.059244617139545,T_cells
+9733,0.6868890625,0.102530078125,0.7371361236452402,4.5042952914761525,5.434119741030545,1.7043165533048257,-0.0927599774531559,0.626697044835588,1.1914463127850794,T_cells
+9734,1.10942125,0.1521109375,4.244896502058282,1.280511765122388,5.0188155480511725,2.497411435321054,0.2456392539079028,1.0090898739625982,4.678823614476144,Monocytes
+9735,1.12340421875,0.14421482421875,2.8775778177516007,4.41054202988467,5.219562781168919,0.8751505772697923,-0.2543779330236684,-0.7769233266649521,-0.0953904299440038,T_cells
+9736,1.115058046875,0.109338212890625,-0.4203899278901452,4.899974162096222,5.234212273832549,1.2947863581325203,0.2363540652809119,-0.3693530687450673,0.9671815454899576,T_cells
+9737,0.764188828125,0.1522927734375,0.6732731586891877,4.6809844641207015,5.2447606215245735,0.1828169514583752,-0.1390586227694415,-0.1082557444418893,0.0772302776132628,T_cells
+9738,1.218426796875,0.18831197265625,0.5611892389951504,3.5996845030925946,5.017252729166464,0.9188999160333676,-0.035380601242657,0.7151630811030032,-1.1298245505625553,T_cells
+9739,0.90150359375,0.1447303125,-0.259694378820564,5.48708002239552,5.530284486210717,0.2247436598055964,-0.2714850153442773,0.764195922263198,0.2849065170798476,T_cells
+9740,0.92307078125,0.0662864404296875,-0.5316836956950364,4.579272379759385,4.850289557594802,0.6604475784203941,-0.4997555455920031,-0.1298233633333463,-1.0048535787226889,T_cells
+9741,0.62437953125,0.117137119140625,-0.345432337502308,4.478256614029944,5.553673120366724,1.739970707884849,0.1628138635873396,0.0153657839056968,0.6994753566317118,T_cells
+9742,1.02703765625,0.1613452734375,0.4588849358561598,4.4894394638239525,5.27331828832436,0.5855426130066116,-0.2986611550361466,0.1124033750493137,0.9823920865758532,T_cells
+9743,0.93530921875,0.126448271484375,5.138480950496802,0.1247971170736248,4.901785532813828,0.3009491903645533,0.5076665742412222,6.095329681378847,0.3237097789417597,B_cells
+9744,1.44512046875,0.4258869921875,4.145549818631286,1.4735003151400965,5.018490020679095,5.47393879501284,0.7764092703520199,0.1755567338718735,3.5810217423033635,Monocytes
+9745,0.84593203125,0.1719268359375,-0.7291277713926113,4.554996997028415,5.317107174615851,0.8064136992937045,-0.1989527255103629,0.525999185310477,0.5935569032437237,T_cells
+9746,1.019967109375,0.16256228515625,-0.8552244244633467,4.682644923735399,5.559951750777255,0.9067019258510316,-0.2754292543417603,0.5079797276692125,1.4475061138011909,T_cells
+9747,0.88634484375,0.084254638671875,1.6499813767744969,4.5157701767593705,5.366983310064733,0.6302528101235838,-0.1671000912430112,1.331436000355403,-0.4545242082238999,T_cells
+9748,0.5590423046875,0.14284298828125,4.012248606586484,1.6893155481553517,5.2709023571902,1.6364497892747276,-0.1206661173880058,5.605248677163561,-1.493821160878141,B_cells
+9749,0.812660703125,0.111041904296875,1.810343157768025,5.485440068492912,5.654498355003955,0.2197466804489031,-0.3693620511371194,0.2012291213650027,-0.937956447077293,T_cells
+9750,0.74507796875,0.103498642578125,4.317843487026657,0.100129646917525,4.9261305098526655,0.6358842005663967,-0.0376675136214759,5.779725135708109,2.986044388574652,B_cells
+9751,0.949324921875,0.138576884765625,1.6779720565731278,4.862278721177546,5.633672621398728,0.8798790482502653,-0.0335188780443524,0.6703900944110697,1.7178032084342143,T_cells
+9752,0.924145859375,0.095211259765625,5.435045201917422,-1.5526649784864122,5.154091770612451,0.4626387375767784,0.2596842102821434,5.305464917376343,0.0221381752908612,B_cells
+9753,0.826158125,0.14622095703125,-0.1467539884227835,0.1801691178958625,4.58897261677901,0.5494541851917154,3.5838769960631383,0.7958811910028942,-0.1428686314435212,Other cells
+9754,0.900148203125,0.15579916015625,4.553115799018592,1.6776179738563957,5.004991580249701,0.8076805760628837,0.0923684698505313,5.655682092457528,1.460354066711356,B_cells
+9755,0.998029375,0.143279267578125,-0.3976385499841157,4.409848233750849,5.3616806178160274,0.4460280243869891,0.1244223135501731,-0.0638054182697492,1.7248840336088271,T_cells
+9756,1.02236375,0.134145751953125,1.3293611202462323,5.344591647135218,5.628489803299348,0.98314697777087,-0.5900485855922519,-0.5897257826824182,-0.4397678265185546,T_cells
+9757,0.93439296875,0.088570556640625,-0.2888042863436212,4.22034159563904,4.958421401294409,0.6970279548098642,-0.2504291017911847,-0.0691820065583126,-0.675728866603139,T_cells
+9758,0.781175703125,0.116188359375,5.212291986903958,-0.2584848360958781,5.2238102027978055,0.599662094678758,-0.0064707940197829,6.032143010199713,1.399236734905614,B_cells
+9759,0.829921015625,0.16920599609375,3.419524153947493,4.183953312220293,5.5264727052122256,1.4711053537092464,0.0519828856401502,-0.3434789678644067,-0.0117318668447557,T_cells
+9760,0.8574775,0.150057392578125,2.233818424943833,4.234756258873352,5.167245011237843,0.6126901112356788,0.3305747267185481,-0.0984910189985932,-0.6431345058419422,T_cells
+9761,0.717896875,0.14916384765625,1.900319003612244,5.700031939138905,5.570290116777066,1.255612583557184,0.253346948120298,-0.3548826225209573,0.8788097651498293,T_cells
+9762,0.885200625,0.111435576171875,-0.7794189687461245,5.309556226511431,5.305022556101116,0.4099678456671419,0.1222892951643112,-0.4463340104075674,-0.678262952639988,T_cells
+9763,0.780898828125,0.062364189453125,1.2668416430048155,4.995359015355959,5.0284804394660325,0.2797708566182447,0.3129364782816414,0.0224902949975931,-0.6354048000975384,T_cells
+9764,0.837455859375,0.14403298828125,0.7935058832139494,-1.5395597526540463,3.6500178871430538,0.7300479287538421,5.868060079597132,0.4405116215393839,1.7934236858486414,Other cells
+9765,1.090075546875,0.1356880078125,0.3638883410596075,4.760172785581569,5.612407112206336,0.572231135692577,-0.0761158928151029,0.323023430647482,-1.1916987007277122,T_cells
+9766,0.922914609375,0.16901515625,0.1831403319114083,0.1441339926691947,4.27836328897439,0.8920800178838606,3.477185504298411,1.1549016184909038,0.5752611103486951,Other cells
+9767,0.881953203125,0.092465205078125,4.646171741277781,-0.6511459019544782,4.407715869906379,0.057136186315297,-0.1559384164795874,5.15935926256296,-0.0295159935929881,B_cells
+9768,0.860568046875,0.124083271484375,1.0530142787042316,-0.6783976604240216,4.333802374349956,0.6234461999322365,2.857085101062043,-0.625664858045237,0.292334635580474,Other cells
+9769,0.839343046875,0.1261278125,5.821517452122284,2.107209249208664,4.877850964215571,0.4197611580049948,-0.8907928985197957,5.462932083974689,0.6551546226799204,B_cells
+9770,0.831986640625,0.090421865234375,0.6318072004659925,5.360393523068237,5.245042749591956,0.3155442708143293,0.2531039952011966,-0.3393796032928963,-0.8744063048540516,T_cells
+9771,1.05464046875,0.093484775390625,-0.413851791422005,4.176930995803324,5.195624582867884,0.5563268311403613,0.0064655890677537,0.4449480205716656,0.2721309808694018,T_cells
+9772,1.834039375,0.158517001953125,5.086580314533032,-0.6743242039609184,5.430358778978999,0.7300495698436079,-0.2588166814420629,6.214115378474463,-0.9331708444412417,B_cells
+9773,1.186828359375,0.134070146484375,0.8448075388030083,4.054011251343083,5.426074256830925,0.6932891332725927,-0.236508429112273,0.0822247513357752,-0.1223397324645001,T_cells
+9774,1.182105625,0.139415830078125,-0.4964369006529603,4.260498869778427,5.289898952504521,0.4226794284276781,-0.1137292927432145,-0.3211676482243083,1.4945128837863375,T_cells
+9775,1.0124803125,0.101898779296875,1.7917126187763888,4.009658448313954,5.24414653911106,0.4797106523618055,0.5892543262440811,-0.1370239090950697,-0.438627973241141,T_cells
+9776,0.8187684375,0.10882693359375,-0.056443785113507,5.026206877355289,5.620688205943652,0.4823116518668562,0.0796623570441439,-0.4117306187414382,0.8527415108302677,T_cells
+9777,0.9188875,0.111804033203125,0.2530501047313926,5.282399212418841,5.460501337922999,0.4759275774847875,0.1657713747504209,0.2486428789019334,0.5684877280424239,T_cells
+9778,0.5874903515625,0.104520009765625,1.6357217112541034,4.62737018660637,5.376985794693718,1.165846457779606,0.1725848897687703,-0.1835410108602886,-0.1617758250985002,T_cells
+9779,1.326645,0.4055794921875,5.687120911761462,2.338023688939153,5.45884378041095,5.469221438191303,-0.7495902260351491,1.5580798276654473,5.18132036518471,Monocytes
+9780,0.827651875,0.12718279296875,5.448937252947175,2.55410441187533,4.973754505998594,0.2645867813423661,0.2137905586430502,5.5041473054249455,1.363877648905721,B_cells
+9781,0.8914409375,0.102429873046875,-0.078891517760257,4.21584186704796,5.181339164653275,0.3218096846216326,0.0241547876472766,-0.0351232329424214,1.2203668520142017,T_cells
+9782,1.162085546875,0.1098194921875,1.201383685462757,4.343291024978331,5.372874058343256,1.1884323339184206,0.1025585731820519,1.520269891400734,-0.1608464785470951,T_cells
+9783,1.128783984375,0.1233289453125,-1.109458384405575,4.036715347298409,4.724972506155022,0.1269842313786669,1.3419229564057369,-0.2441141527264631,-0.6040489119920205,T_cells
+9784,0.84935015625,0.152136748046875,0.9226156937175704,4.451777865628605,5.182342917301309,0.6987673142116594,1.3157094535020752,-0.1646922813710845,-0.175440077531738,T_cells
+9785,0.836858828125,0.1034668359375,-2.244852972676783,6.732189060299179,5.429700121281127,0.4389786436910624,0.0791509789948882,0.5601289714726218,0.5903178946278101,T_cells
+9786,0.8376834375,0.14437986328125,-0.5909746952233198,4.533289884994509,5.118612749320199,0.8122255874904554,3.6009736779743204,-0.0681614389279645,0.0415122122193688,Other cells
+9787,0.85485234375,0.5405182421875,2.9357572435763166,0.2661693378700118,2.922612518935177,3.959893231283642,0.2384734918568823,0.3068614398562548,0.6726815020449974,Monocytes
+9788,0.940746875,0.1576060546875,1.0908584512305917,4.06835408165882,5.258441002796657,0.1328888738253516,3.4870934304492303,-0.2072939989983179,1.1024912126288078,Other cells
+9789,0.948970390625,0.107077041015625,0.1065232564533099,4.603835630125273,5.416507637122946,1.1004320618189187,0.0976771346119657,0.2854687459089258,-1.6591855935231383,T_cells
+9790,0.6421224609375,0.1798367578125,1.16637729230285,5.208766441701364,5.512442708064993,0.9519990229309734,-0.1556701970467077,-0.0338606360322716,0.0078694256745161,T_cells
+9791,0.86452359375,0.0713374853515625,-1.4971672775059932,4.46693266753096,4.647690796737297,-0.0129732502820611,-0.2866646254992171,0.8630339928917553,0.2513230979347818,T_cells
+9792,0.755622109375,0.098934287109375,4.003667420864319,1.9120783290122805,5.291738854056791,0.5858518499431999,0.309139722593847,6.082533988526614,1.7060187377105716,B_cells
+9793,1.050617578125,0.12349517578125,1.2678384587740117,4.493240461675952,5.307618109711711,1.432434477954215,-0.0477525517477913,0.0560559169255447,-0.1529193829423453,T_cells
+9794,0.8821425,0.132904140625,0.8098303003001569,4.644979683472839,5.502191587546696,0.8097479914217234,-0.1150026699943202,-0.4116989180794983,-0.6183934201490393,T_cells
+9795,0.9411134375,0.09551251953125,0.8624231708275413,5.040289774640951,5.633763910244369,0.095285182242562,-0.0420879196495336,-0.3273864826203207,-1.917103826151384,T_cells
+9796,0.855298828125,0.076827802734375,3.694212284139648,1.5417556247057256,4.62938602365386,0.1326216402998918,0.5699192751139944,5.653223516196706,1.1196407816133251,B_cells
+9797,0.846833203125,0.150923349609375,1.33367091218612,4.759934776306131,5.637521837299792,0.8307486979160067,0.1697015514863024,-0.1965126992021975,1.0831356908455174,T_cells
+9798,0.924167109375,0.084636298828125,3.6424028960170864,1.4514981568213188,5.06944979656906,0.6614019358662478,0.2153510917804725,5.58409058736851,1.7272998975078555,B_cells
+9799,0.96519,0.105810830078125,1.6975595139759134,4.7638853583676655,5.490066008992106,0.7051799141585346,0.1014259373669805,0.2483613047806243,-1.3928344519207478,T_cells
+9800,0.881315390625,0.13328580078125,5.694880547318766,2.53492714809574,4.663511315457584,0.6312493406986937,-0.2873035324335773,6.117377515219017,-0.82350570176906,B_cells
+9801,1.139570546875,0.12084154296875,-0.2159806253379275,5.107656860430902,5.652206508125906,0.5963336324678898,-0.8572294527223949,0.9804869662565912,-1.349924259435785,T_cells
+9802,0.99099140625,0.1257899609375,-0.449871651096034,5.017852709497216,5.6316068260575705,1.0657871647891155,0.2787756665929537,-0.1549735266107701,0.9288397979999976,T_cells
+9803,0.95770453125,0.153709609375,1.2426937376379326,4.483277463611575,5.280958821922244,0.9220118795140346,0.2840740403382569,-0.1359209473191063,0.2150997622808734,T_cells
+9804,0.80177375,0.09587197265625,1.436849381398702,4.984253746138169,5.126321837680981,0.8078914995397865,0.06454410283625,-0.2323780311104453,-0.3245671033559378,T_cells
+9805,0.836431640625,0.095338486328125,5.008757517784478,-0.2145895069217449,4.536915988745316,0.5237899235955125,-0.3350696806099115,5.369574649600141,-1.0124891679575765,B_cells
+9806,0.744160390625,0.17163220703125,0.3417659258372227,-0.1135177384033456,4.571058891070386,0.4295599480535042,3.5684739969303103,-0.8954399984179842,-0.2203953325337431,Other cells
+9807,1.138706328125,0.4765734765625,3.5562868605896343,1.1137696427119566,4.722489798786193,4.751626820988606,-0.2927483804568658,0.3658820643912723,2.4831121954695767,Monocytes
+9808,0.98355828125,0.14225849609375,1.4511947196649375,4.448431795403552,5.3285750861233145,0.3040083765023674,-0.2184643534237651,-0.2910457542483455,-0.7464430884853988,T_cells
+9809,1.28325578125,0.372271953125,3.014344973645284,0.0425756076840372,5.094551866830174,5.094619013569831,1.6972617804233583,-0.5114482598765893,3.141000322333767,Monocytes
+9810,0.77716546875,0.11245212890625,4.9633349741817545,-0.1004919496695798,5.031638976619013,0.3513742534570448,0.2887708019668685,5.286803206600529,-1.0279784124532214,B_cells
+9811,1.435475,0.359108359375,6.179611252565668,2.6961571948376544,5.361289596487627,5.390321465866777,0.4339729213822428,-1.1043255250646014,3.95767807746316,Monocytes
+9812,1.146029453125,0.14304462890625,1.2631327633444518,5.381387087392287,5.5981790736759205,-0.1788803012636929,-0.1195991135939866,0.1609366110134671,-0.0390847797012468,T_cells
+9813,0.91575734375,0.106068271484375,1.326169319576579,5.6379137405561455,5.750733616797851,0.5285185136850065,-0.132918380973352,-0.2657477037537241,0.0986979464572663,T_cells
+9814,0.5374281640625,0.16615029296875,-0.535795384723402,4.5511077357997625,5.151962794785086,0.6844837168439861,-0.1957532932762722,-0.0996478712080736,0.3796992097243783,T_cells
+9815,0.818205078125,0.12164806640625,-0.4249846691780163,4.668916600793827,5.335191130637195,0.4861815506259243,0.0586697437306629,0.6233838265504017,0.3275468344587392,T_cells
+9816,0.91228203125,0.173886171875,1.3965574768909217,-0.152097651267982,4.851060372162478,0.8201216391821371,3.112335511490967,0.1938232674514222,-0.3571700006090745,Other cells
+9817,1.3538209375,0.5629051171875,3.6237261721110143,0.2832190712018214,4.506839084036812,5.1138190988377525,0.6759370484443823,0.6317170772978679,3.83288009022482,Monocytes
+9818,0.834686484375,0.095285078125,5.7365283377872665,1.9820347002025505,4.98703392805924,0.2887416419647244,-0.7927448938670765,5.595861826021048,-2.3943515598010485,B_cells
+9819,0.76619375,0.1379509765625,1.8272415927113368,4.607869303659459,5.643384091683878,0.5422031473149548,-0.0040309414791749,-0.0251160339685595,0.8189289948099931,T_cells
+9820,0.851480625,0.105701611328125,4.638244342274116,0.9790937403234,4.906600259355113,0.5805351787576698,-0.4615315552000571,5.485401322359983,1.77797882678761,B_cells
+9821,0.7582540625,0.0978703125,-0.8827336096280316,4.603019071081551,5.524945852260723,0.2049654609821486,0.1342374312014506,0.1099454242090472,-1.0599267133343016,T_cells
+9822,1.6152990625,0.5191358203125,2.4921294462873065,0.442983348876925,3.79323566327684,5.055081807860184,-0.3609946485310502,1.1975354144593493,3.6231822191538967,Monocytes
+9823,1.0197365625,0.380109765625,3.8258144736200768,0.1900120547137639,4.816587972783868,5.073727116884492,1.7072452812709449,-0.639356479818486,3.087787082715707,Monocytes
+9824,0.68980921875,0.095006630859375,4.688635435132948,1.1371718586348614,4.961935569300612,0.981353295871803,0.1538190885111389,5.367009233895902,1.6436347832430624,B_cells
+9825,0.837379140625,0.106991826171875,5.218174162062912,-1.8157900827099105,5.110877035625327,-0.0188840918842162,0.1996850153245128,6.027439644933679,2.6288818509975824,B_cells
+9826,0.76756515625,0.0734456396484375,1.20590128512189,4.898601557894486,5.349922357535816,0.796344878743722,0.0058830403407539,-0.3732657857265962,-1.2188705357530245,T_cells
+9827,0.877413828125,0.161078837890625,1.4908341846824664,4.677168358969956,5.480579281785866,1.2711389070420942,1.1695236226995809,0.322071399737418,-1.3837384753541502,T_cells
+9828,0.93259734375,0.160670771484375,1.230075375734483,4.359056416187699,5.012430338900115,0.9733630708346696,-0.3914883976074904,0.4792357265813028,-0.525544935257177,T_cells
+9829,0.929917578125,0.1100811328125,0.6295539133713209,4.966661352291459,5.567654599217063,1.1949335898009148,0.1861131969656526,-0.0161765891487809,-0.6678699293096264,T_cells
+9830,0.97590046875,0.10581203125,0.4142908315184084,4.857480058609401,5.585307302253886,1.2082088604859709,0.0725441594972228,0.5305521010297527,0.1906300784391058,T_cells
+9831,0.86821890625,0.117101708984375,0.7193491697136568,4.793166328459634,5.527890119659996,1.146517267706455,-0.2200608244888219,0.4721422610359833,-0.3970451505673952,T_cells
+9832,0.950708671875,0.096130009765625,4.537490381252272,-0.5273294466199421,4.891274731196652,0.228405236329781,-0.3536748068881516,5.555756526709432,1.1501909969446475,B_cells
+9833,0.9973134375,0.331386875,3.3716392430584925,0.2489797791049666,4.74703982620272,5.052705913116365,1.5273368554128506,-0.2488968804034337,3.070669244188644,Monocytes
+9834,0.766759296875,0.118537744140625,5.560467581747931,1.1351450678612536,4.592742399139229,0.8676883403183145,-0.9254839887523504,5.582562131219103,-1.1431451991392816,B_cells
+9835,0.912599921875,0.122294375,4.198678441642969,4.679598720646248,5.516372858299061,1.1523419714419616,0.0072386732864277,0.3362194238015167,0.0421172449665947,T_cells
+9836,1.100041640625,0.150933544921875,-0.5505882765275447,4.22384946026677,5.129977937211349,0.4074674940882725,-0.0758346886303148,-0.0814213435188927,1.011128151608953,T_cells
+9837,1.63883359375,0.109715078125,4.116247011879682,-0.1245662847089864,4.01241558821529,2.33416634486832,-0.2134012891325197,2.7385732426680214,-0.1050260886861388,B_cells
+9838,0.885355390625,0.138435263671875,1.922498252533504,4.861568969283421,5.634200303842531,0.739441040865068,0.092730614850566,-0.1701726328139294,0.5293245728084963,T_cells
+9839,0.372877109375,0.076286513671875,0.6097076924621558,4.793905463104314,4.795036524788708,1.7150602475392205,0.375938735982612,-0.2793042829123663,1.4400393526845916,T_cells
+9840,1.102028046875,0.22705998046875,3.8114324753250655,0.1381776208354969,5.161293838466161,2.796578666819231,-0.4552093925154167,-0.4022991947936785,4.3000422361272905,Monocytes
+9841,0.864788984375,0.23794453125,5.546294799813444,0.6346409875180168,4.2706178647057005,0.3950952678429618,-0.8158748752888396,-1.34379570806905,4.563065434464952,Monocytes
+9842,0.714590703125,0.090764521484375,4.995551955466819,1.2181056157440249,4.69561994842393,0.3617288900284,0.4498554773563928,5.077132441904086,-1.0807109002899495,B_cells
+9843,1.06639140625,0.155640126953125,-0.8122560784237238,4.523259854942444,5.190014881283863,0.628352533436169,2.997023525034323,-0.9830657571763208,-0.1713931667416441,Other cells
+9844,0.8905196875,0.127463037109375,1.4872645756935414,4.950692760340138,5.491197656296312,0.6457445150128823,-0.5069297946758267,0.232379646857096,-0.4694275522104417,T_cells
+9845,0.768642421875,0.174383046875,1.4286381502339616,4.986184101723807,5.35654020396119,1.7317430592258836,0.6248747058221408,0.0033195239831799,0.5583902962869293,T_cells
+9846,0.861000859375,0.14246373046875,-1.2150855212036586,4.538511338958734,4.870306273498321,1.4630153870159166,0.042169252847755,0.2737995303876139,0.3956360724681221,T_cells
+9847,1.00197640625,0.113900771484375,0.2066393825465173,4.44396801360113,5.306175782085019,0.7219851829592946,-0.4081485061237559,0.8937571072505108,-0.3052117457405249,T_cells
+9848,0.99162359375,0.136859404296875,-0.2243291696034308,4.818618459966457,5.539657840099881,0.7631513128372835,-0.2807540665227104,0.3293473494791654,0.2087933167818226,T_cells
+9849,0.840593515625,0.083573525390625,-0.0167484041263308,4.870371044967449,5.362822204302662,0.4985727547400341,-0.0634858680543709,-0.6091333667830147,-0.2631154805836891,T_cells
+9850,0.847981328125,0.14967212890625,-0.8516721574357001,4.856414900970417,5.268177564018708,0.9804837810657694,-0.4648162196028899,0.4901017148827854,1.4489957073983983,T_cells
+9851,0.7108690625,0.11368533203125,1.3880118938295682,5.017018196510945,5.601432788646188,0.628010256114762,-0.3931593662964164,-0.011327268024313,0.6613127960039287,T_cells
+9852,0.820536953125,0.124095869140625,5.654165387280005,2.302068841867216,4.846566436137829,0.2676319355173386,-0.5506363666873897,5.645477871834388,1.060732660570504,B_cells
+9853,0.839805234375,0.089712548828125,0.919922892018052,3.882186864677867,5.145700296926515,0.4222521417898962,0.0305200820946921,-0.1081322251185667,1.1958952179251512,T_cells
+9854,1.726304375,0.45845734375,3.859990460720492,1.307435793814504,4.953699061207011,5.249951929460163,0.1964931250029658,-0.3964256900005655,3.5316531084115765,Monocytes
+9855,0.9781790625,0.136017470703125,1.9379500418412825,6.082466132965857,5.398498340059463,0.647042014681845,-0.1906855199908395,-0.4144519729629623,-0.5382835213191948,T_cells
+9856,1.081687421875,0.114065205078125,0.4235141357986989,0.5600560183407317,3.63433507020184,0.6153042679526912,3.803230415279961,-0.7656346516361812,0.5647203196661437,Other cells
+9857,1.1080465625,0.4573753515625,3.383244456399961,1.6450272879585353,4.886730130585338,5.25693943627934,0.2433087965406228,0.8058379189268955,3.645214715898776,Monocytes
+9858,1.076034609375,0.131192060546875,-2.0694225354877847,6.76957515162756,5.51705332255978,0.5833696257877439,-0.4403940588382741,0.533291275147883,0.6812912864641162,T_cells
+9859,0.9926140625,0.133114169921875,1.0527265965261283,5.306039084807242,5.575107296934855,0.849228141291082,-0.2906131178113367,0.8398778851309994,-1.013715416858433,T_cells
+9860,0.85314,0.0859451171875,5.396057182546596,1.947914580566316,4.951610675064828,0.2096311977821509,-0.3194426089959155,5.5142038584605135,2.1219630722343714,B_cells
+9861,0.7838321875,0.1645216015625,-0.6074013587583622,4.987969475843306,5.594154602045297,0.6448869900872383,-0.5086854072230753,0.3007274938807083,-0.2645949588562477,T_cells
+9862,1.137768828125,0.4794608203125,3.2967258612815025,0.7567309172747252,4.690192016651934,5.028147679495917,3.711317753887424,-0.3402840514154579,2.8813401936115213,Monocytes
+9863,0.6205319921875,0.134705634765625,0.9980048543953688,5.336916690815595,5.439104016977841,1.8139773719031047,0.3140180601302219,0.259273978836167,-0.6133378354425151,T_cells
+9864,0.97213453125,0.0731257861328125,4.120152426063507,1.1517397599387498,4.631858468182911,0.0225287861943351,-0.3193839707924097,5.94674455965564,-1.1715198017693809,B_cells
+9865,0.60681671875,0.136125478515625,0.1266751556886603,4.343235821773456,5.749990810586206,0.1978161821894348,-0.8072368011349449,-0.1696882860999294,0.1893239669438171,T_cells
+9866,0.945783984375,0.17649720703125,-0.4333316546803489,5.441511435441953,5.887943576163297,1.557233904425212,0.0124560979613902,1.0417642464398271,-0.8604414777804771,T_cells
+9867,1.054645859375,0.083019033203125,-0.1713765255144569,4.85327603915632,5.486269572857858,0.3759226423373592,0.2155307566732963,-0.2902376277125419,0.6071092367308811,T_cells
+9868,1.12516078125,0.4285728125,2.489137911588962,1.580809098504262,4.849407975754708,4.755950642121347,-0.0207919353268685,-0.5009342010615441,2.638744884971487,Monocytes
+9869,1.19298515625,0.18783068359375,3.6730837217479344,0.7076514731992245,5.186593936697778,0.999718337299769,0.3331849203379262,5.311122934669125,0.1650965848553375,B_cells
+9870,0.933457734375,0.11649560546875,4.664905418663513,2.1473072153708244,4.872938040945138,0.0606405345376085,0.1671465977233841,5.431180911509839,1.5425324360166723,B_cells
+9871,0.863500390625,0.08939029296875,-0.0571764905015625,4.251672172406543,4.979551559761057,0.4847577237924634,-0.0580242291177135,0.0420351589532383,-1.1550349626233571,T_cells
+9872,0.8291209375,0.158536806640625,0.7809601261822469,4.833939953702076,5.653020114815231,1.0565404376503371,-0.091789729464079,-0.3021862381239117,-0.3318967028687879,T_cells
+9873,0.86108453125,0.125377685546875,1.4875306441257587,5.439092102399646,5.747802182924023,0.4770253465755877,-0.2154007178035962,2.067224868230143,-0.9418590459467364,T_cells
+9874,0.940694296875,0.12711978515625,-0.1448299056983002,5.4031786019442825,5.6521520388876345,0.6481009336845004,0.3660317312693005,1.2197946972111022,-0.7213359532907604,T_cells
+9875,1.203403984375,0.0955665234375,1.6066378840312252,4.605997232328239,5.199817454425149,0.5113921043480029,-0.3387887315531298,0.4472146748255047,0.5287027078494874,T_cells
+9876,0.910857578125,0.19605294921875,-0.4102284997120256,4.886753289021214,5.519185815911087,0.8804327983127884,-0.381800290600474,-0.3412033878415337,-0.4006688288023402,T_cells
+9877,1.035973515625,0.07042953125,4.302855682770092,1.03086761252099,4.733422630055994,0.0942016472811717,-0.5736535266715681,5.238626131276198,0.9420801211945898,B_cells
+9878,1.173526015625,0.116725439453125,0.0674070051160918,3.812804356412909,5.103065985086083,0.2598155587614343,0.1359062193766262,0.2693025514535649,0.7290410274533217,T_cells
+9879,1.412583125,0.22053916015625,-6.847628113484989,10.422401869579842,7.612351888155104,2.016084063583896,-2.2117376398397384,4.484004892473764,4.563890955971819,T_cells
+9880,0.745603046875,0.17803466796875,0.8458987759426695,0.5985320484662875,4.828581569582595,0.7606479047750527,4.28397644248079,-0.8915039157286335,0.8467398339696082,Other cells
+9881,0.816315546875,0.10359345703125,1.003970434848912,4.839227494866204,5.324171396539643,0.6764698297176868,-0.4071725461830062,-0.0437876525904991,0.2011342682362525,T_cells
+9882,0.9280309375,0.08517939453125,0.5296092924834703,4.632125360150185,5.353243814574159,0.7949827123417869,-0.3017766490171463,0.2103774827080535,-0.3011485459150145,T_cells
+9883,0.8740696875,0.096662900390625,1.350085321375183,4.3265213089556935,5.343784502316038,-0.026841807180852,2.8690311426143604,-0.6370846504569716,-1.0957459048583391,Other cells
+9884,0.9257196875,0.158216953125,0.1533208676782981,4.71105982467069,5.654999756628735,0.9702048146038882,0.0211745729113734,-0.0719526269885192,-1.3542400857940695,T_cells
+9885,0.7456890625,0.1757020703125,0.1677962761499678,4.757997453903229,5.384910866242632,0.8619270832518613,-0.4079041790363474,0.761963337996916,0.2736493564505868,T_cells
+9886,0.828185234375,0.1133858984375,4.3251598358282815,2.481714473181441,5.2915460231240505,0.396076217853073,0.0515264500276443,5.720554158506013,0.6165972118795022,B_cells
+9887,0.6136798046875,0.118348115234375,5.003743221566334,-1.0259588145488356,4.3876739454282765,1.564578999149011,0.1691185591269405,5.125052684182434,0.1270875390121611,B_cells
+9888,0.972864140625,0.6321171875,1.2737939946969568,1.7681843255047065,4.600471259935754,4.837020439550138,0.6364264173185059,-0.1227474246097167,3.78491506762856,Monocytes
+9889,0.9360984375,0.14457548828125,0.681847254164149,4.822309932906533,5.882477770675757,0.583907134525267,-0.2905602829638655,-0.249016876074366,-0.3838637273525472,T_cells
+9890,0.887665625,0.092352392578125,-1.220907141161389,4.168640565442989,5.304060987731772,0.1578165866546769,-0.4280462589213903,0.2822894081351751,-0.2623152960631557,T_cells
+9891,0.875283515625,0.158492412109375,1.1499757775831327,4.613829552825687,5.703061490134164,0.7890142190752524,-0.2105185806934184,0.4940611691542245,-0.101865408699508,T_cells
+9892,0.72156609375,0.099092705078125,4.720485216721002,-0.2868430255828458,4.94125273310467,0.1140603798922823,0.006303438976724,5.672525503889752,1.9446837761510585,B_cells
+9893,0.85709828125,0.08389998046875,0.5615070358801562,4.651113944610514,5.182113719139362,1.0015172662999738,-0.0646491969410518,-0.2074743448539426,-0.0804996363797394,T_cells
+9894,1.28144375,0.0971273828125,1.8743143269355471,5.000327678327437,5.261116830912862,0.0456557233237491,-0.0082874955440532,-1.1163510971429982,-0.8390335789753357,T_cells
+9895,1.68943671875,0.21632962890625,-1.295129069141322,7.748868957813513,5.7884138290303,1.453136199840713,-0.4746950138509997,1.269192884740653,2.7742059303220947,T_cells
+9896,0.782329609375,0.112413125,0.1096902886189361,4.973054593081663,5.62638724939427,0.6296001454819813,0.063322226595939,-0.1578184291932205,0.3957529723746316,T_cells
+9897,0.72921671875,0.22457931640625,0.1412845490786526,0.5696098435493452,4.822603903215942,0.7694925875978037,3.859044466577396,-0.4486522379927867,-0.2675624358715179,Other cells
+9898,0.90921671875,0.157659462890625,0.8005579544802841,4.974060308878429,5.673457783186098,0.5374667134668163,-0.2257148042803062,0.0406531543602308,0.4577481481603883,T_cells
+9899,0.6184589453125,0.1049712890625,3.9512342945660928,-1.105880654192945,4.814171620578654,0.0291884598612327,-0.5871193619371229,5.441228228262905,0.3152246382817835,B_cells
+9900,0.936221171875,0.0981271484375,1.1592968371259054,5.497801945588573,5.046223242505787,1.1916784886006648,0.3218826183951989,0.7719768852329006,0.4627531968348374,T_cells
+9901,1.52878390625,0.6181903515625,3.557753724108605,1.0195067004005305,4.886824016502883,5.293042305580844,1.4291272086722224,-0.0365385983621507,4.178659925185455,Monocytes
+9902,1.0211465625,0.1241894921875,1.991501071018383,4.597044582524325,5.619485092885868,0.5411231332897596,-0.1159187376750051,0.4288280406747913,-0.7623583015001096,T_cells
+9903,0.619340390625,0.112020068359375,4.692148560226111,1.6878029759874558,4.350462352264655,0.9027531140891284,-0.461211418737697,5.498455399767051,-0.162935176341119,B_cells
+9904,0.74471765625,0.134211162109375,-1.1088574530250457,4.706890654330511,5.484299202753037,0.5258166997459882,-0.3673354626283383,0.8001808399342026,-0.9329603753237564,T_cells
+9905,1.109572421875,0.1425321484375,0.3994996700742838,5.6903504158271625,5.504191201750668,0.3110688278939518,-0.2991957618607189,0.9304860614662196,-0.5756063348126252,T_cells
+9906,0.783718125,0.1016875390625,-0.1983571864536587,4.300143148160299,5.179993969270253,0.569490030879474,0.0402299478211441,0.2024850858681122,0.3005773147966762,T_cells
+9907,1.275130078125,0.17915384765625,1.7574526000491792,4.520258551080028,5.38648322070597,0.7236429446001761,0.1461098802213202,-0.2958026919992295,1.046949741122043,T_cells
+9908,0.87847078125,0.1898122265625,1.1850529685897495,-0.7016907081370548,4.613030357874382,0.0482837283985626,3.558715248187467,-0.4774586675865596,-0.3983643057392172,Other cells
+9909,1.053173359375,0.128969892578125,1.829545251781469,4.693010900477982,5.467260142074013,0.493455810625948,0.4577043787608759,-0.5451482939894211,-0.4986038502081403,T_cells
+9910,0.98563109375,0.157503447265625,1.911534391677003,5.3204508149959455,5.204776688671999,0.4150460075194911,-0.514287096709265,-0.327143066958615,1.3797976352443289,T_cells
+9911,1.092928515625,0.17896001953125,0.7347650571038095,4.042135082164646,5.198463798976141,0.1565275992476521,3.583369800602824,-0.0797574009161449,-0.2631068327208344,Other cells
+9912,1.096687578125,0.05538802734375,1.0195374043474597,4.061438909015214,5.558125851104415,1.245943991256916,-0.0599492257248674,-0.0182076366517867,-0.674579906026748,T_cells
+9913,1.0399240625,0.12409767578125,-0.5463025805882807,4.599332768279612,5.349892611847116,0.3211634058673983,-0.2153729212372032,-0.7718015658816335,-0.5552596766868447,T_cells
+9914,0.9706578125,0.153129921875,-1.274675943924988,5.536477217908565,5.697549665802191,0.9008708357697992,-0.2131446237036329,0.4094853858278669,-0.1969965615117624,T_cells
+9915,0.756805,0.130875205078125,1.321379907353357,4.507576536075472,5.155360420090982,0.6604238465969543,0.3732386276268509,0.0492227590897847,0.1448393930819417,T_cells
+9916,1.953579375,0.3359910546875,5.295321101837758,1.274198768731562,6.135396386503135,1.4401938413396616,0.9453442143777364,6.262018641102238,2.8172669142764493,B_cells
+9917,0.71161796875,0.1332744140625,1.5215198384581383,4.682982254310992,5.5129117941664525,0.3971895667141124,0.0872811509571576,-0.2402225406710254,1.2324519577127797,T_cells
+9918,0.778505625,0.10690181640625,1.3599762427833249,4.5623493245541145,5.346879356390356,0.2962512171815845,0.4820807541537778,-0.2234087782850801,0.3052387012877756,T_cells
+9919,0.976806875,0.094445537109375,5.574050557731455,1.4576372842560803,5.094952128104251,0.0421516813637926,-0.0087319746089981,5.310584569978585,0.2071566705079928,B_cells
+9920,1.01367171875,0.16799078125,-1.5203912615256654,4.358431889114179,5.181411419635886,0.8793522285480835,0.0742789664862235,0.3617187602746553,1.419682576799979,T_cells
+9921,0.86798203125,0.110845068359375,-0.0796860539683593,4.718509710863667,5.60909185692962,0.818796780027711,0.1227204381570299,-0.0677730832534751,-0.5016506237698329,T_cells
+9922,0.859240390625,0.0790445703125,5.035678503263023,1.5739291409889238,4.779698392016124,0.360272208143595,0.0012741393981611,5.792540902208413,-0.7493085693745241,B_cells
+9923,0.977085,0.149069033203125,0.5990581453636792,4.119352918753955,5.436378986461766,0.4578887586439939,-0.3031010463921874,0.1482076837981861,0.5382569692539313,T_cells
+9924,0.708992265625,0.09502462890625,4.520329938374698,1.82222818442628,4.636686773219371,-0.0355175601000137,-0.0968303842327961,5.405559917002648,-0.4213284109290949,B_cells
+9925,1.031360078125,0.1693680078125,-0.8858506403942468,4.901578644665356,5.770440814619171,0.2346044933541012,0.0578161487220954,-0.1428238546394425,-0.8729081816067021,T_cells
+9926,0.9042884375,0.0941796875,-0.4066420783073606,4.719359485689153,5.351596314741083,0.3595578708617263,-0.1651631633038196,0.3251739467209614,-1.439434763499658,T_cells
+9927,0.858967109375,0.136816201171875,1.2794641698759877,-0.0318969184827799,4.938685096305949,-0.0169681513479409,3.2402037794743914,-1.0692999659060678,-1.2403267375221283,Other cells
+9928,0.8776840625,0.106437333984375,5.904415428851529,-1.7175364726508655,5.1440668254080775,0.0824301817413155,0.5656340109342046,5.882425957003933,2.3005024756518,B_cells
+9929,1.4996684375,0.764572265625,2.762037065115804,1.5111690005340654,4.60198968629964,5.293624906741422,0.4074911316244177,-0.1934867400341244,3.765963227962767,Monocytes
+9930,0.801587734375,0.12154904296875,0.2436954727792544,-0.3881795690911414,4.619476341466196,0.3173450995372864,3.966356801231617,-1.07065830050328,1.3298400661778411,Other cells
+9931,1.0029559375,0.161943583984375,-0.5067057195928252,4.5689346421174815,5.11314411840224,0.4282706315019039,1.090901309419983,-0.2961613116869377,-0.5833304395820962,T_cells
+9932,1.093181015625,0.11363552734375,1.1649119179556098,5.048285617726554,5.593828636219122,0.3738891346523907,0.0208607154052752,0.1778740832082918,-1.02471750693886,T_cells
+9933,0.8473515625,0.155394091796875,1.1353062738052475,3.933558219283216,5.1628031705165895,0.7101011399316625,0.3832891240281239,-0.1973959373682167,-0.7374874530202133,T_cells
+9934,0.94673078125,0.184004453125,0.0403600146846568,0.5507529337834105,4.647768853479564,0.6193565866622549,3.772287667426309,-0.0894086908817591,1.7103708643966198,Other cells
+9935,1.57323421875,0.25884890625,6.010952407999625,0.0830842627117526,5.903640616422788,1.0658684085001378,0.0326372881988374,6.633437987037152,3.738784035784458,B_cells
+9936,0.77619875,0.13171833984375,1.2715896156600284,4.9414637501637095,5.500727410432864,0.5449978254099999,-0.3192196943374952,0.2471039223273518,0.0556710834087557,T_cells
+9937,0.865353828125,0.159376357421875,1.4227039635702676,4.564079577453802,5.2039283531160665,0.007744664245535,0.1061416387975026,0.2046530107822282,-0.2166954763505794,T_cells
+9938,0.936419296875,0.13134568359375,1.464080252031989,4.711371915374014,5.186822359346818,1.0986963384028403,0.1465905482003648,-0.1579480320799885,0.1636789911408626,T_cells
+9939,0.68560421875,0.0733514208984375,4.500681646335063,2.1937721231739,4.680401351692696,-0.0483890529809578,0.0058973494281039,5.870979277444858,-1.2703688508922877,B_cells
+9940,1.009056328125,0.12563033203125,1.4401483768051158,5.429557941269192,5.803716954380828,0.8231386103063285,0.0861612153897227,0.2141934049313539,-0.7614658620501963,T_cells
+9941,0.83102453125,0.07876732421875,4.583424068410359,2.0995263141757863,5.154291845724022,0.550619767201608,-0.342588411926573,5.619323543582955,2.291493631792318,B_cells
+9942,0.82863625,0.095040234375,-0.2847125876186283,5.401341130468283,5.561072826349034,0.710008976871515,-0.170075223810517,0.4720480077575884,-0.5702130284065708,T_cells
+9943,1.043870859375,0.118732783203125,-0.2898969903326117,4.323687306039117,5.728235838346309,0.7764290022239135,-0.382497122462649,-0.2959739197981815,0.8339884283911259,T_cells
+9944,0.965378828125,0.129609599609375,-0.1501886928200215,5.111043369777616,5.509006337560177,0.899152698255633,-0.4608281548861521,0.1716796214371072,1.4796303964978574,T_cells
+9945,0.82171625,0.148516943359375,0.7199096209932384,4.816705031472195,5.600014081076356,0.4220796337241141,0.374193500561581,0.3115273459371472,-0.9769333846176144,T_cells
+9946,1.042433125,0.117833828125,1.4105459517413288,5.235540751433482,5.689397982939612,0.3287962638946343,-0.3751995645365313,-0.4890624403562237,-0.8834200631414549,T_cells
+9947,1.000992109375,0.1524680078125,0.3884604392387608,4.8238047258219385,5.455053540882021,0.5170867483616012,-0.0889012843136608,0.1914582098640771,0.9307896367054916,T_cells
+9948,0.830188828125,0.152146943359375,1.1306468700219567,4.878618743982083,5.488897054002783,0.3743727473944461,2.9511860987814105,-0.3487403503737681,-0.3423606660459767,Other cells
+9949,0.71336890625,0.162687109375,0.7409238886728391,4.360898620890052,5.072647484274609,0.6866602904900103,0.3940405090497685,-0.5533599954206355,-0.8052303486834924,T_cells
+9950,1.1751425,0.1265994921875,1.841328666749588,4.550070193755405,5.288427428478015,0.6942952750557655,0.280490028429242,-0.2354554897375798,-0.4030753936966086,T_cells
+9951,0.964577578125,0.11168041015625,1.5444132586813593,4.4387699239154434,5.5986342355926535,0.77470162340264,-0.1885203215807979,-0.5280848253576079,1.2206656317488314,T_cells
+9952,0.948814765625,0.17401458984375,0.496648334448272,4.273339481509886,5.203135349122071,0.7324694814238207,2.6557331081353657,0.0831042917287552,-1.1700084955324463,Other cells
+9953,0.5242942578125,0.2148798046875,3.9474205447973807,2.240722660222445,5.25884477058875,1.3145538663035226,0.694401173437944,5.912698201607071,2.114905245757272,B_cells
+9954,1.057675625,0.09483740234375,-0.3823248735249878,4.961144147042976,5.063042421927559,1.0691285288746024,-0.1129829154335221,-0.4020895715741537,-0.9571017630209652,T_cells
+9955,1.058634609375,0.098700244140625,0.699244369409407,4.134670958749307,4.974026841165975,1.0100926021299097,-0.0866977509126184,0.0839442488419957,0.799700914877146,T_cells
+9956,0.835348125,0.140145546875,-0.066445790889192,5.055740291445061,5.695916814084365,0.958335447937424,-0.3295795802768191,-0.1279135408288029,0.1381861779734144,T_cells
+9957,0.745012109375,0.16746390625,2.2289646820744324,4.280288216603706,5.464225321618044,1.0326572939633936,0.0791268832013631,-0.4350052431898502,0.5828960660557141,T_cells
+9958,0.907409296875,0.0818536376953125,0.0819499691152609,5.084121865523674,5.349993595385942,0.2889924222828788,0.2581288542234533,0.3932095821719912,-1.3705646381410943,T_cells
+9959,0.854478359375,0.144367255859375,4.435706226743451,0.9875451097686824,4.289439209413071,2.2207307066518527,0.517659756726917,5.753258551397256,1.915271754981423,B_cells
+9960,0.830215859375,0.0807998583984375,-1.7773238705557957,5.192174457731606,4.795782785731223,0.6444066948244481,-0.5138988476324564,0.6913899411794205,0.8418856749169144,T_cells
+9961,0.89306109375,0.062666640625,0.456130774711763,4.526399375782477,4.934844931908694,0.3315464089035932,0.1896065584226089,-0.4286549482410307,0.0944867656247551,T_cells
+9962,0.900520078125,0.088139677734375,4.33788670684391,1.0872699531975158,4.706064318610987,0.2293384522421937,0.2349046570948514,5.694882058522159,-0.9161471719658684,B_cells
+9963,0.8406490625,0.1092548046875,4.526133753754638,1.7798452688122626,4.3245289188988325,0.3810363692905273,-0.3812745204797174,5.359856309688174,1.9202971025428632,B_cells
+9964,1.048719375,0.135770224609375,-0.0597903488716563,4.67475318350705,5.707214902858485,-0.261166811337565,-0.4609892020616635,0.3449736978235986,0.9908465836831982,T_cells
+9965,1.37483015625,0.1278873046875,-0.1927836179779531,4.339153152501969,5.456937975883415,-0.0112382591387716,-0.0695609877981097,-0.3053294422733429,0.999152074771568,T_cells
+9966,0.781293515625,0.1310564453125,0.8046200713359735,-0.7535581103758153,4.703058028613704,0.1149722191590679,2.8298577628640955,-0.6129685448080417,0.6250496081991431,Other cells
+9967,0.894717421875,0.1245567578125,1.7326010364516684,4.647845112599008,5.48695322055054,0.328896802708266,-0.1366451062640178,-0.4838122944620051,-0.5473778892937814,T_cells
+9968,1.778535,0.18887486328125,-0.8195208413383445,6.48941640688092,5.896278877280411,1.10414748698066,0.2271324631943205,0.3036731176537279,1.5451902894792742,T_cells
+9969,0.8331578125,0.126954755859375,5.358215374844096,1.3819787013487517,4.483355547382192,0.0732234319905463,0.2344514300231571,5.787931287894418,-0.1672679648277905,B_cells
+9970,0.644660546875,0.1437521484375,-0.0045262873953751,-0.3371417391492988,4.869762435588606,0.2761799567798636,3.3325701484228123,0.7404359100209551,-0.7523013761080645,Other cells
+9971,0.880056875,0.124076669921875,-0.1272924268060397,5.327829868076202,5.3172448497042,0.726421298280085,-0.1126322544340728,0.5054863217088287,0.8192864099948403,T_cells
+9972,0.672813984375,0.1103487890625,-0.9322684132945462,5.179220761136059,5.221686081338278,1.637427009509714,0.3615456152101549,0.118132965623615,0.274015722257891,T_cells
+9973,1.58220234375,0.4493812109375,3.1498833337817267,-0.5142816954669214,4.949693440032347,5.058873305798417,1.086635418439926,0.5945549522815519,2.960145978381348,Monocytes
+9974,0.984914453125,0.1696980859375,-0.656280599551856,4.731460594043235,5.074039359555307,0.9885033366091828,-0.2479858507715928,-0.1818922664814702,0.0959655325419994,T_cells
+9975,1.15864734375,0.491372421875,2.556892118733758,2.6719318831316343,4.648082708095752,5.391810620880348,-0.1279618453886787,0.757630135404441,3.330383198929179,Monocytes
+9976,0.93801484375,0.087859443359375,4.731908310008297,1.4104731670434425,5.014708720881519,0.310939707389647,-0.5104518464170614,5.376236038130399,0.2400378824624152,B_cells
+9977,0.926730546875,0.087905048828125,4.918075925788475,1.48267279726025,5.126082734712294,1.0175432286098942,-0.3077806911216394,5.429561221522878,-0.4221178578190991,B_cells
+9978,0.786192578125,0.13576421875,4.33129862146588,4.903517568267445,5.616515982375913,0.885520934008414,0.357734298984627,2.210484680959852,-1.1949656678403715,T_cells
+9979,1.218071171875,0.131457294921875,3.8346872827464136,4.78663965785264,5.164310234927494,0.439248640306162,0.3366037687102265,-0.8269203987626974,0.9477478471483944,T_cells
+9980,0.8704653125,0.155479306640625,-0.1043215282239697,4.622063558586725,5.354591342043255,1.174858743084416,0.2464847248429744,0.2338598939944134,-0.3238530649468564,T_cells
+9981,0.887053828125,0.4373278515625,2.989127448140423,1.7384518243284015,4.608135685180116,5.21470968638097,-0.1473733792467278,0.6791369798800095,3.8082055299870863,Monocytes
+9982,1.138805234375,0.129804033203125,0.8278925655733922,5.046742962140221,5.508594487924426,0.5046982879873019,-0.2455760436423842,-0.0564888524072635,-0.0256131493840408,T_cells
+9983,0.864569609375,0.0743859912109375,4.089862479782917,1.5393893880368668,4.868375590074228,0.116532788893404,0.202228359723613,5.911177840912044,1.6793853108316756,B_cells
+9984,0.922586015625,0.1680033984375,-0.144633895736292,4.63323954487718,5.296461499616128,0.1559446507019894,-0.3037620749834315,0.5247581252378029,-0.0924416263816026,T_cells
+9985,0.9353225,0.1070434375,2.420151918217785,4.693330668509873,5.637618688021236,0.4728667901751668,-0.2125073188062043,-0.4050972959432306,-0.2997421341571056,T_cells
+9986,1.1237234375,0.455968125,4.07991987746945,0.533579086134265,5.195502138613534,5.485404908580491,-0.8242813710535641,-0.1948684558007161,3.93845820026937,Monocytes
+9987,0.55428625,0.154673369140625,0.052390372810147,4.349534061436912,5.778767576542631,0.2057590541973985,-0.264982064117685,0.0309278989818695,-1.1816782240882768,T_cells
+9988,0.679879375,0.116556220703125,5.504898636797222,0.3277889003428265,5.036537866078172,0.5977765023549673,-0.1978969242661532,5.667532762227291,-1.971818159904936,B_cells
+9989,1.193292265625,0.1165328125,-0.983994252193786,4.357774629249641,5.534940082326544,0.5237205726029409,0.1844936265749211,0.5084000642075743,-0.3816704551837331,T_cells
+9990,1.026721640625,0.113049228515625,0.4680237194980804,5.218235201951432,5.620228748219537,0.4490013607696312,-0.1896237511016889,0.32591315812435,-0.201833244614755,T_cells
+9991,0.780683359375,0.142118076171875,0.6773121102182611,0.3778673139179602,4.667510770248493,0.6905066981756096,3.861211374861896,0.0556184925069228,-0.8232208272193065,Other cells
+9992,0.998079375,0.142182294921875,1.535048953519035,4.169923950413661,5.052976022765062,0.7914105053218793,-0.0858638443973285,-0.0984565233633623,-0.3945719059757916,T_cells
+9993,0.886332109375,0.0866268359375,1.2029995450673967,4.873808773264852,5.258933323569749,0.3920031422677806,0.0515666282961056,-0.2857669555919152,1.3982541224486629,T_cells
+9994,0.94605703125,0.136397919921875,0.7310615566765902,3.88409931331302,5.507621981937669,0.1776120510089064,-0.1309421375829379,0.3498675440432919,-1.4791160413712532,T_cells
+9995,1.180761796875,0.4414448046875,2.437344388591499,1.5260850804419768,4.455113710234496,4.880495049679191,0.3474795077420048,-0.5913428507339779,2.857737269783067,Monocytes
+9996,0.768278515625,0.111862841796875,0.8122363086729583,4.254495530600363,5.008437371194427,1.303261086654712,-0.1302444529578657,0.3441693521040078,-0.6267953893355337,T_cells
+9997,1.3149640625,0.23358447265625,4.144130280507927,1.3119470804019306,5.340263446505565,1.5986754759477233,-0.2873530232196672,-0.8870775953154042,4.369294041405039,Monocytes
+9998,0.894134609375,0.137300478515625,-0.2261861444813615,0.2468036771513223,4.4302119985313775,0.4578806929091285,2.404284224076486,-0.1129987442914436,0.0692386313753887,Other cells
+9999,0.826940703125,0.186521875,-0.2435229975045753,0.6063060166565595,4.466969899377792,0.1046865594339563,3.7382597161131454,-0.4414549477160054,0.3783314060508278,Other cells
diff --git a/hw_3_unsupervised_learning/pic_1.jpg b/hw_3_unsupervised_learning/pic_1.jpg
new file mode 100644
index 0000000..5d3e204
Binary files /dev/null and b/hw_3_unsupervised_learning/pic_1.jpg differ
diff --git a/hw_3_unsupervised_learning/requirements.txt b/hw_3_unsupervised_learning/requirements.txt
new file mode 100644
index 0000000..06d3109
--- /dev/null
+++ b/hw_3_unsupervised_learning/requirements.txt
@@ -0,0 +1,123 @@
+anyio @ file:///home/conda/feedstock_root/build_artifacts/anyio_1702909220329/work
+argon2-cffi @ file:///home/conda/feedstock_root/build_artifacts/argon2-cffi_1692818318753/work
+argon2-cffi-bindings @ file:///home/conda/feedstock_root/build_artifacts/argon2-cffi-bindings_1695386549414/work
+arrow @ file:///home/conda/feedstock_root/build_artifacts/arrow_1696128962909/work
+asttokens @ file:///home/conda/feedstock_root/build_artifacts/asttokens_1698341106958/work
+async-lru @ file:///home/conda/feedstock_root/build_artifacts/async-lru_1690563019058/work
+attrs @ file:///home/conda/feedstock_root/build_artifacts/attrs_1704011227531/work
+Babel @ file:///home/conda/feedstock_root/build_artifacts/babel_1702422572539/work
+beautifulsoup4 @ file:///home/conda/feedstock_root/build_artifacts/beautifulsoup4_1705564648255/work
+bleach @ file:///home/conda/feedstock_root/build_artifacts/bleach_1696630167146/work
+Brotli @ file:///home/conda/feedstock_root/build_artifacts/brotli-split_1695989787169/work
+cached-property @ file:///home/conda/feedstock_root/build_artifacts/cached_property_1615209429212/work
+certifi @ file:///home/conda/feedstock_root/build_artifacts/certifi_1707022139797/work/certifi
+cffi @ file:///home/conda/feedstock_root/build_artifacts/cffi_1696001721842/work
+charset-normalizer @ file:///home/conda/feedstock_root/build_artifacts/charset-normalizer_1698833585322/work
+comm @ file:///home/conda/feedstock_root/build_artifacts/comm_1704278392174/work
+contourpy==1.2.0
+cycler==0.12.1
+debugpy @ file:///home/conda/feedstock_root/build_artifacts/debugpy_1707444401483/work
+decorator @ file:///home/conda/feedstock_root/build_artifacts/decorator_1641555617451/work
+defusedxml @ file:///home/conda/feedstock_root/build_artifacts/defusedxml_1615232257335/work
+entrypoints @ file:///home/conda/feedstock_root/build_artifacts/entrypoints_1643888246732/work
+exceptiongroup @ file:///home/conda/feedstock_root/build_artifacts/exceptiongroup_1704921103267/work
+executing @ file:///home/conda/feedstock_root/build_artifacts/executing_1698579936712/work
+fastjsonschema @ file:///home/conda/feedstock_root/build_artifacts/python-fastjsonschema_1703780968325/work/dist
+fonttools==4.49.0
+fqdn @ file:///home/conda/feedstock_root/build_artifacts/fqdn_1638810296540/work/dist
+h11 @ file:///home/conda/feedstock_root/build_artifacts/h11_1664132893548/work
+h2 @ file:///home/conda/feedstock_root/build_artifacts/h2_1634280454336/work
+hpack==4.0.0
+httpcore @ file:///home/conda/feedstock_root/build_artifacts/httpcore_1707957257521/work
+httpx @ file:///home/conda/feedstock_root/build_artifacts/httpx_1703084696194/work
+hyperframe @ file:///home/conda/feedstock_root/build_artifacts/hyperframe_1619110129307/work
+idna @ file:///home/conda/feedstock_root/build_artifacts/idna_1701026962277/work
+importlib-metadata @ file:///home/conda/feedstock_root/build_artifacts/importlib-metadata_1703269254275/work
+importlib-resources @ file:///home/conda/feedstock_root/build_artifacts/importlib_resources_1699364556997/work
+ipykernel @ file:///home/conda/feedstock_root/build_artifacts/ipykernel_1707326244187/work
+ipython @ file:///home/conda/feedstock_root/build_artifacts/ipython_1706795662110/work
+isoduration @ file:///home/conda/feedstock_root/build_artifacts/isoduration_1638811571363/work/dist
+jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi_1696326070614/work
+Jinja2 @ file:///home/conda/feedstock_root/build_artifacts/jinja2_1704966972576/work
+joblib==1.3.2
+json5 @ file:///home/conda/feedstock_root/build_artifacts/json5_1688248289187/work
+jsonpointer @ file:///home/conda/feedstock_root/build_artifacts/jsonpointer_1695397258212/work
+jsonschema @ file:///home/conda/feedstock_root/build_artifacts/jsonschema-meta_1705707496704/work
+jsonschema-specifications @ file:///tmp/tmpkv1z7p57/src
+jupyter-events @ file:///home/conda/feedstock_root/build_artifacts/jupyter_events_1699285872613/work
+jupyter-lsp @ file:///home/conda/feedstock_root/build_artifacts/jupyter-lsp-meta_1705532074645/work/jupyter-lsp
+jupyter_client @ file:///home/conda/feedstock_root/build_artifacts/jupyter_client_1699283905679/work
+jupyter_core @ file:///home/conda/feedstock_root/build_artifacts/jupyter_core_1704727022279/work
+jupyter_server @ file:///home/conda/feedstock_root/build_artifacts/jupyter_server_1705418153950/work
+jupyter_server_terminals @ file:///home/conda/feedstock_root/build_artifacts/jupyter_server_terminals_1706006699561/work
+jupyterlab @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_1707820168046/work
+jupyterlab_pygments @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_pygments_1707149102966/work
+jupyterlab_server @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_server-split_1707957746009/work
+kiwisolver==1.4.5
+MarkupSafe @ file:///home/conda/feedstock_root/build_artifacts/markupsafe_1706899920239/work
+matplotlib==3.8.3
+matplotlib-inline @ file:///home/conda/feedstock_root/build_artifacts/matplotlib-inline_1660814786464/work
+mistune @ file:///home/conda/feedstock_root/build_artifacts/mistune_1698947099619/work
+nbclient @ file:///home/conda/feedstock_root/build_artifacts/nbclient_1684790896106/work
+nbconvert @ file:///home/conda/feedstock_root/build_artifacts/nbconvert-meta_1707326268119/work
+nbformat @ file:///home/conda/feedstock_root/build_artifacts/nbformat_1690814868471/work
+nest_asyncio @ file:///home/conda/feedstock_root/build_artifacts/nest-asyncio_1705850609492/work
+notebook_shim @ file:///home/conda/feedstock_root/build_artifacts/notebook-shim_1707957777232/work
+numpy==1.26.4
+overrides @ file:///home/conda/feedstock_root/build_artifacts/overrides_1706394519472/work
+packaging @ file:///home/conda/feedstock_root/build_artifacts/packaging_1696202382185/work
+pandas==2.2.0
+pandocfilters @ file:///home/conda/feedstock_root/build_artifacts/pandocfilters_1631603243851/work
+parso @ file:///home/conda/feedstock_root/build_artifacts/parso_1638334955874/work
+pexpect @ file:///home/conda/feedstock_root/build_artifacts/pexpect_1706113125309/work
+pickleshare @ file:///home/conda/feedstock_root/build_artifacts/pickleshare_1602536217715/work
+pillow==10.2.0
+pkgutil_resolve_name @ file:///home/conda/feedstock_root/build_artifacts/pkgutil-resolve-name_1694617248815/work
+platformdirs @ file:///home/conda/feedstock_root/build_artifacts/platformdirs_1706713388748/work
+prometheus_client @ file:///home/conda/feedstock_root/build_artifacts/prometheus_client_1707932675456/work
+prompt-toolkit @ file:///home/conda/feedstock_root/build_artifacts/prompt-toolkit_1702399386289/work
+psutil @ file:///home/conda/feedstock_root/build_artifacts/psutil_1705722396628/work
+ptyprocess @ file:///home/conda/feedstock_root/build_artifacts/ptyprocess_1609419310487/work/dist/ptyprocess-0.7.0-py2.py3-none-any.whl
+pure-eval @ file:///home/conda/feedstock_root/build_artifacts/pure_eval_1642875951954/work
+pyarrow==15.0.0
+pycparser @ file:///home/conda/feedstock_root/build_artifacts/pycparser_1636257122734/work
+Pygments @ file:///home/conda/feedstock_root/build_artifacts/pygments_1700607939962/work
+pyparsing==3.1.1
+PySocks @ file:///home/conda/feedstock_root/build_artifacts/pysocks_1661604839144/work
+python-dateutil @ file:///home/conda/feedstock_root/build_artifacts/python-dateutil_1626286286081/work
+python-json-logger @ file:///home/conda/feedstock_root/build_artifacts/python-json-logger_1677079630776/work
+pytz @ file:///home/conda/feedstock_root/build_artifacts/pytz_1706886791323/work
+PyYAML @ file:///home/conda/feedstock_root/build_artifacts/pyyaml_1695373450623/work
+pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyzmq_1701783162207/work
+referencing @ file:///home/conda/feedstock_root/build_artifacts/referencing_1706711412823/work
+requests @ file:///home/conda/feedstock_root/build_artifacts/requests_1684774241324/work
+rfc3339-validator @ file:///home/conda/feedstock_root/build_artifacts/rfc3339-validator_1638811747357/work
+rfc3986-validator @ file:///home/conda/feedstock_root/build_artifacts/rfc3986-validator_1598024191506/work
+rpds-py @ file:///home/conda/feedstock_root/build_artifacts/rpds-py_1707922720263/work
+scikit-learn==1.4.1.post1
+scipy==1.12.0
+seaborn==0.13.2
+Send2Trash @ file:///home/conda/feedstock_root/build_artifacts/send2trash_1682601222253/work
+setuptools==69.0.3
+six @ file:///home/conda/feedstock_root/build_artifacts/six_1620240208055/work
+sniffio @ file:///home/conda/feedstock_root/build_artifacts/sniffio_1662051266223/work
+soupsieve @ file:///home/conda/feedstock_root/build_artifacts/soupsieve_1693929250441/work
+stack-data @ file:///home/conda/feedstock_root/build_artifacts/stack_data_1669632077133/work
+terminado @ file:///home/conda/feedstock_root/build_artifacts/terminado_1699810101464/work
+threadpoolctl==3.3.0
+tinycss2 @ file:///home/conda/feedstock_root/build_artifacts/tinycss2_1666100256010/work
+tomli @ file:///home/conda/feedstock_root/build_artifacts/tomli_1644342247877/work
+tornado @ file:///home/conda/feedstock_root/build_artifacts/tornado_1695373584819/work
+traitlets @ file:///home/conda/feedstock_root/build_artifacts/traitlets_1704212992681/work
+types-python-dateutil @ file:///home/conda/feedstock_root/build_artifacts/types-python-dateutil_1704512562698/work
+typing-utils @ file:///home/conda/feedstock_root/build_artifacts/typing_utils_1622899189314/work
+typing_extensions @ file:///home/conda/feedstock_root/build_artifacts/typing_extensions_1702176139754/work
+tzdata==2024.1
+uri-template @ file:///home/conda/feedstock_root/build_artifacts/uri-template_1688655812972/work/dist
+urllib3 @ file:///home/conda/feedstock_root/build_artifacts/urllib3_1706638047111/work
+wcwidth @ file:///home/conda/feedstock_root/build_artifacts/wcwidth_1704731205417/work
+webcolors @ file:///home/conda/feedstock_root/build_artifacts/webcolors_1679900785843/work
+webencodings @ file:///home/conda/feedstock_root/build_artifacts/webencodings_1694681268211/work
+websocket-client @ file:///home/conda/feedstock_root/build_artifacts/websocket-client_1701630677416/work
+wheel==0.42.0
+zipp @ file:///home/conda/feedstock_root/build_artifacts/zipp_1695255097490/work