From b3e90aea32a0282821c9283c9e1b6d2c74b26876 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 8 Oct 2024 01:14:31 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : 87c373dc719597c21b772890d7c2c6818edd0e5a
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2024-10-08 01:14:18 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : 2335e86affe38d7a904be8f399810fd3561ced4a
Branch  : main
Author  : Kaija Gahm <37053323+kaijagahm@users.noreply.github.com>
Time    : 2024-10-02 21:17:49 +0000
Message : Merge pull request #63 from carpentries-incubator/xortizross-patch-1

Update config.yaml
---
 1-intro-reproducible-examples.html            |  6 +--
 2-understanding-your-code.html                |  8 ++--
 3-identify-the-problem.html                   |  6 +--
 4-minimal-reproducible-data.html              | 24 +++++------
 404.html                                      |  4 +-
 5-minimal-reproducible-code.html              |  6 +--
 6-asking-your-question.html                   |  6 +--
 CODE_OF_CONDUCT.html                          |  6 +--
 GOVERNANCE.html                               |  6 +--
 LICENSE.html                                  |  6 +--
 aio.html                                      | 36 ++++++++--------
 images.html                                   |  4 +-
 index.html                                    | 10 ++---
 instructor-notes.html                         |  4 +-
 instructor/1-intro-reproducible-examples.html |  6 +--
 instructor/2-understanding-your-code.html     |  8 ++--
 instructor/3-identify-the-problem.html        |  6 +--
 instructor/4-minimal-reproducible-data.html   | 30 ++++++-------
 instructor/404.html                           |  4 +-
 instructor/5-minimal-reproducible-code.html   |  6 +--
 instructor/6-asking-your-question.html        |  6 +--
 instructor/CODE_OF_CONDUCT.html               |  6 +--
 instructor/GOVERNANCE.html                    |  6 +--
 instructor/LICENSE.html                       |  6 +--
 instructor/aio.html                           | 42 +++++++++----------
 instructor/images.html                        |  4 +-
 instructor/index.html                         | 12 +++---
 instructor/instructor-notes.html              |  4 +-
 instructor/key-points.html                    |  4 +-
 instructor/profiles.html                      |  4 +-
 instructor/reference.html                     |  6 +--
 key-points.html                               |  4 +-
 md5sum.txt                                    | 33 ++++++++-------
 pkgdown.yml                                   |  2 +-
 profiles.html                                 |  4 +-
 reference.html                                |  6 +--
 36 files changed, 171 insertions(+), 170 deletions(-)

diff --git a/1-intro-reproducible-examples.html b/1-intro-reproducible-examples.html
index 59bd9d0b..8ee46b78 100644
--- a/1-intro-reproducible-examples.html
+++ b/1-intro-reproducible-examples.html
@@ -326,7 +326,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>What is a reprex and why is it useful?</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/1-intro-reproducible-examples.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -524,8 +524,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/1-intro-reproducible-examples.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/1-intro-reproducible-examples.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/2-understanding-your-code.html b/2-understanding-your-code.html
index 6863b1eb..9a38386f 100644
--- a/2-understanding-your-code.html
+++ b/2-understanding-your-code.html
@@ -319,7 +319,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Understanding your code</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/2-understanding-your-code.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -394,7 +394,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <pre><code>D. Load necessary packages
 B. Choose only the most fuel efficient cars
@@ -471,8 +471,8 @@ <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/2-understanding-your-code.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/2-understanding-your-code.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/3-identify-the-problem.html b/3-identify-the-problem.html
index 7f53de43..89196089 100644
--- a/3-identify-the-problem.html
+++ b/3-identify-the-problem.html
@@ -319,7 +319,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Identify the problem and make a plan</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/3-identify-the-problem.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -472,8 +472,8 @@ <h4 class="accordion-header" id="headingSolution1">
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/3-identify-the-problem.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/3-identify-the-problem.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/4-minimal-reproducible-data.html b/4-minimal-reproducible-data.html
index 4cc33192..f57aabe3 100644
--- a/4-minimal-reproducible-data.html
+++ b/4-minimal-reproducible-data.html
@@ -332,7 +332,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Minimal Reproducible Data</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/4-minimal-reproducible-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -558,7 +558,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha"><li>Not reproducible because it is a screenshot.<br></li>
 <li>Not reproducible because it is a path to a file that only exists on
@@ -621,7 +621,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>The correct answer is C!</p>
 <ol style="list-style-type: upper-alpha"><li>does not include the variable of interest (weight).</li>
@@ -782,11 +782,11 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>  Species Plot Day
-1       C   P2   1
-2       D   P2   2
-3       C   P2   3
-4       A   P2   4
-5       C   P2   5
+1       C   P1   1
+2       B   P1   2
+3       B   P1   3
+4       D   P1   4
+5       A   P1   5
 6       A   P1   6</code></pre>
 </div>
 <p>Great! Now we have a sample data set that is minimal, but is is
@@ -1101,7 +1101,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Substitute krats with cars, species with class, date with year. The
 question becomes, how many cars of each class are produced per year?</p>
@@ -1288,7 +1288,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha"><li>“fruit” needs to be a factor and the order of the levels must be
 specified:
@@ -1382,8 +1382,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/4-minimal-reproducible-data.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/4-minimal-reproducible-data.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index e1ee7e58..902ed4e4 100644
--- a/404.html
+++ b/404.html
@@ -376,8 +376,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/404.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/404.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/5-minimal-reproducible-code.html b/5-minimal-reproducible-code.html
index beea959f..bd989b7c 100644
--- a/5-minimal-reproducible-code.html
+++ b/5-minimal-reproducible-code.html
@@ -319,7 +319,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Minimal Reproducible Code</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/5-minimal-reproducible-code.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -420,8 +420,8 @@ <h3 class="card-title">Objectives</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/5-minimal-reproducible-code.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/5-minimal-reproducible-code.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/6-asking-your-question.html b/6-asking-your-question.html
index 9482088a..03d1b1f0 100644
--- a/6-asking-your-question.html
+++ b/6-asking-your-question.html
@@ -319,7 +319,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Asking your question</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/6-asking-your-question.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -431,8 +431,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/6-asking-your-question.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/6-asking-your-question.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index ee3a78d6..aebe1d83 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -315,7 +315,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -399,8 +399,8 @@ <h1 id="contributor-code-of-conduct">Contributor Code of Conduct<a class="anchor
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/CODE_OF_CONDUCT.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/GOVERNANCE.html b/GOVERNANCE.html
index 73266408..f6bc7d43 100644
--- a/GOVERNANCE.html
+++ b/GOVERNANCE.html
@@ -315,7 +315,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/GOVERNANCE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -541,8 +541,8 @@ <h3 id="decision-making">Decision-making<a class="anchor" aria-label="anchor" hr
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/GOVERNANCE.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/GOVERNANCE.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 5462464c..157e25da 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -315,7 +315,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -456,8 +456,8 @@ <h2 id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#tradema
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/LICENSE.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/LICENSE.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 44363435..6ee5cae0 100644
--- a/aio.html
+++ b/aio.html
@@ -368,7 +368,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         
 <section id="aio-1-intro-reproducible-examples"><p>Content from <a href="1-intro-reproducible-examples.html">What is a reprex and why is it useful?</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/1-intro-reproducible-examples.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -517,7 +517,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-2-understanding-your-code"><p>Content from <a href="2-understanding-your-code.html">Understanding your code</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/2-understanding-your-code.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -590,7 +590,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <pre><code>D. Load necessary packages
 B. Choose only the most fuel efficient cars
@@ -603,7 +603,7 @@ <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </div>
 </div></section><section id="aio-3-identify-the-problem"><p>Content from <a href="3-identify-the-problem.html">Identify the problem and make a plan</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/3-identify-the-problem.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -694,7 +694,7 @@ <h4 class="accordion-header" id="headingSolution1">
 </div>
 </div></section><section id="aio-4-minimal-reproducible-data"><p>Content from <a href="4-minimal-reproducible-data.html">Minimal Reproducible Data</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/4-minimal-reproducible-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -928,7 +928,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha">
 <li>Not reproducible because it is a screenshot.<br>
@@ -996,7 +996,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>The correct answer is C!</p>
 <ol style="list-style-type: upper-alpha">
@@ -1162,11 +1162,11 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>  Species Plot Day
-1       C   P2   1
-2       D   P2   2
-3       C   P2   3
-4       A   P2   4
-5       C   P2   5
+1       C   P1   1
+2       B   P1   2
+3       B   P1   3
+4       D   P1   4
+5       A   P1   5
 6       A   P1   6</code></pre>
 </div>
 <p>Great! Now we have a sample data set that is minimal, but is is
@@ -1483,7 +1483,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Substitute krats with cars, species with class, date with year. The
 question becomes, how many cars of each class are produced per year?</p>
@@ -1675,7 +1675,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha">
 <li>“fruit” needs to be a factor and the order of the levels must be
@@ -1717,7 +1717,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-5-minimal-reproducible-code"><p>Content from <a href="5-minimal-reproducible-code.html">Minimal Reproducible Code</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/5-minimal-reproducible-code.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1752,7 +1752,7 @@ <h3 class="card-title">Objectives</h3>
 code section and use those to get people to break down code into minimal
 chunks. Emphasize that it’s not always going to be linear (</p></section><section id="aio-6-asking-your-question"><p>Content from <a href="6-asking-your-question.html">Asking your question</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/6-asking-your-question.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1846,8 +1846,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/aio.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/aio.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index efe07926..158d2d3f 100644
--- a/images.html
+++ b/images.html
@@ -451,8 +451,8 @@ <h3 id="4-minimal-reproducible-data-figure-8">Figure 8</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/images.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/images.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index f20c45be..b076e960 100644
--- a/index.html
+++ b/index.html
@@ -348,7 +348,7 @@ <h3 id="install-r-and-rstudio">Install R and RStudio<a class="anchor" aria-label
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> For Windows </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/windows/base/release.htm" class="external-link">CRAN
 website</a>.</li>
@@ -370,7 +370,7 @@ <h4 class="accordion-header" id="headingSolution1"> For Windows </h4>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> For MacOS </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/macosx/" class="external-link">CRAN website</a>.</li>
 <li>Select the <code>.pkg</code> file for the latest R version</li>
@@ -395,7 +395,7 @@ <h4 class="accordion-header" id="headingSolution2"> For MacOS </h4>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> For Linux </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/macosx/" class="external-link">CRAN website</a>.</li>
 <li>Select the <code>.pkg</code> file for the latest R version</li>
@@ -574,8 +574,8 @@ <h3 id="download-the-data">Download the data<a class="anchor" aria-label="anchor
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/index.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/index.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index ca5ea70c..7aa94dee 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -459,8 +459,8 @@ <h1>Instructor Notes</h1>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor-notes.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/1-intro-reproducible-examples.html b/instructor/1-intro-reproducible-examples.html
index 00cdf32d..640e8c67 100644
--- a/instructor/1-intro-reproducible-examples.html
+++ b/instructor/1-intro-reproducible-examples.html
@@ -326,7 +326,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>What is a reprex and why is it useful?</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/1-intro-reproducible-examples.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -526,8 +526,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/1-intro-reproducible-examples.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/1-intro-reproducible-examples.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/2-understanding-your-code.html b/instructor/2-understanding-your-code.html
index 09ec6833..b600b9f2 100644
--- a/instructor/2-understanding-your-code.html
+++ b/instructor/2-understanding-your-code.html
@@ -319,7 +319,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Understanding your code</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/2-understanding-your-code.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -396,7 +396,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <pre><code>D. Load necessary packages
 B. Choose only the most fuel efficient cars
@@ -473,8 +473,8 @@ <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/2-understanding-your-code.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/2-understanding-your-code.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/3-identify-the-problem.html b/instructor/3-identify-the-problem.html
index 4488b935..88a8d843 100644
--- a/instructor/3-identify-the-problem.html
+++ b/instructor/3-identify-the-problem.html
@@ -319,7 +319,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Identify the problem and make a plan</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/3-identify-the-problem.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -474,8 +474,8 @@ <h4 class="accordion-header" id="headingSolution1">
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/3-identify-the-problem.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/3-identify-the-problem.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/4-minimal-reproducible-data.html b/instructor/4-minimal-reproducible-data.html
index ca2be96f..7662babe 100644
--- a/instructor/4-minimal-reproducible-data.html
+++ b/instructor/4-minimal-reproducible-data.html
@@ -332,7 +332,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Minimal Reproducible Data</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/4-minimal-reproducible-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -472,7 +472,7 @@ <h3 class="callout-title">Callout</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Ask the audience, wait for them to respond</p>
 </div>
@@ -571,7 +571,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha"><li>Not reproducible because it is a screenshot.<br></li>
 <li>Not reproducible because it is a path to a file that only exists on
@@ -634,7 +634,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>The correct answer is C!</p>
 <ol style="list-style-type: upper-alpha"><li>does not include the variable of interest (weight).</li>
@@ -795,11 +795,11 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>  Species Plot Day
-1       C   P2   1
-2       D   P2   2
-3       C   P2   3
-4       A   P2   4
-5       C   P2   5
+1       C   P1   1
+2       B   P1   2
+3       B   P1   3
+4       D   P1   4
+5       A   P1   5
 6       A   P1   6</code></pre>
 </div>
 <p>Great! Now we have a sample data set that is minimal, but is is
@@ -809,7 +809,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor2" aria-expanded="false" aria-controls="collapseInstructor2">
   <h3 class="accordion-header" id="headingInstructor2">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
 <div class="accordion-body">
 <p>Give them time to think about it and answer the question.</p>
 </div>
@@ -1085,7 +1085,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor3" aria-expanded="false" aria-controls="collapseInstructor3">
   <h3 class="accordion-header" id="headingInstructor3">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor3" class="accordion-collapse collapse" aria-labelledby="headingInstructor3" data-bs-parent="#accordionInstructor3">
+<div id="collapseInstructor3" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor3" aria-labelledby="headingInstructor3">
 <div class="accordion-body">
 <p>Let the students try it out and discuss outloud</p>
 </div>
@@ -1136,7 +1136,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Substitute krats with cars, species with class, date with year. The
 question becomes, how many cars of each class are produced per year?</p>
@@ -1323,7 +1323,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha"><li>“fruit” needs to be a factor and the order of the levels must be
 specified:
@@ -1417,8 +1417,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/4-minimal-reproducible-data.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/4-minimal-reproducible-data.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index b6e867d9..6b3dcfd0 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -376,8 +376,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/404.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/404.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/5-minimal-reproducible-code.html b/instructor/5-minimal-reproducible-code.html
index 1e3f7ada..c1392a2f 100644
--- a/instructor/5-minimal-reproducible-code.html
+++ b/instructor/5-minimal-reproducible-code.html
@@ -319,7 +319,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Minimal Reproducible Code</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/5-minimal-reproducible-code.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -422,8 +422,8 @@ <h3 class="card-title">Objectives</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/5-minimal-reproducible-code.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/5-minimal-reproducible-code.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/6-asking-your-question.html b/instructor/6-asking-your-question.html
index 61b47696..9ab65d09 100644
--- a/instructor/6-asking-your-question.html
+++ b/instructor/6-asking-your-question.html
@@ -319,7 +319,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Asking your question</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/6-asking-your-question.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -433,8 +433,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/6-asking-your-question.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/6-asking-your-question.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 50d5f0a1..0e2416d4 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -315,7 +315,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -401,8 +401,8 @@ <h1 id="contributor-code-of-conduct">Contributor Code of Conduct<a class="anchor
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/CODE_OF_CONDUCT.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/GOVERNANCE.html b/instructor/GOVERNANCE.html
index 1615d997..62a1c4d8 100644
--- a/instructor/GOVERNANCE.html
+++ b/instructor/GOVERNANCE.html
@@ -315,7 +315,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/GOVERNANCE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -543,8 +543,8 @@ <h3 id="decision-making">Decision-making<a class="anchor" aria-label="anchor" hr
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/GOVERNANCE.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/GOVERNANCE.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 19d28d9f..0e90c961 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -315,7 +315,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -458,8 +458,8 @@ <h2 id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#tradema
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/LICENSE.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/LICENSE.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 50b9c6c6..8c91ed99 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -370,7 +370,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         
 <section id="aio-1-intro-reproducible-examples"><p>Content from <a href="1-intro-reproducible-examples.html">What is a reprex and why is it useful?</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/1-intro-reproducible-examples.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 17 minutes</p>
@@ -520,7 +520,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-2-understanding-your-code"><p>Content from <a href="2-understanding-your-code.html">Understanding your code</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/2-understanding-your-code.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -594,7 +594,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <pre><code>D. Load necessary packages
 B. Choose only the most fuel efficient cars
@@ -607,7 +607,7 @@ <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </div>
 </div></section><section id="aio-3-identify-the-problem"><p>Content from <a href="3-identify-the-problem.html">Identify the problem and make a plan</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/3-identify-the-problem.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 0 minutes</p>
@@ -699,7 +699,7 @@ <h4 class="accordion-header" id="headingSolution1">
 </div>
 </div></section><section id="aio-4-minimal-reproducible-data"><p>Content from <a href="4-minimal-reproducible-data.html">Minimal Reproducible Data</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/4-minimal-reproducible-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -841,7 +841,7 @@ <h3 class="callout-title">Callout</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Ask the audience, wait for them to respond</p>
 </div>
@@ -944,7 +944,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha">
 <li>Not reproducible because it is a screenshot.<br>
@@ -1012,7 +1012,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>The correct answer is C!</p>
 <ol style="list-style-type: upper-alpha">
@@ -1178,11 +1178,11 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
 </h3>
 <pre class="output" tabindex="0"><code>  Species Plot Day
-1       C   P2   1
-2       D   P2   2
-3       C   P2   3
-4       A   P2   4
-5       C   P2   5
+1       C   P1   1
+2       B   P1   2
+3       B   P1   3
+4       D   P1   4
+5       A   P1   5
 6       A   P1   6</code></pre>
 </div>
 <p>Great! Now we have a sample data set that is minimal, but is is
@@ -1192,7 +1192,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor2" aria-expanded="false" aria-controls="collapseInstructor2">
   <h3 class="accordion-header" id="headingInstructor2">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
 <div class="accordion-body">
 <p>Give them time to think about it and answer the question.</p>
 </div>
@@ -1470,7 +1470,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor3" aria-expanded="false" aria-controls="collapseInstructor3">
   <h3 class="accordion-header" id="headingInstructor3">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor3" class="accordion-collapse collapse" aria-labelledby="headingInstructor3" data-bs-parent="#accordionInstructor3">
+<div id="collapseInstructor3" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor3" aria-labelledby="headingInstructor3">
 <div class="accordion-body">
 <p>Let the students try it out and discuss outloud</p>
 </div>
@@ -1521,7 +1521,7 @@ <h3 class="callout-title">Challenge</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Substitute krats with cars, species with class, date with year. The
 question becomes, how many cars of each class are produced per year?</p>
@@ -1713,7 +1713,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha">
 <li>“fruit” needs to be a factor and the order of the levels must be
@@ -1755,7 +1755,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-5-minimal-reproducible-code"><p>Content from <a href="5-minimal-reproducible-code.html">Minimal Reproducible Code</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/5-minimal-reproducible-code.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -1791,7 +1791,7 @@ <h3 class="card-title">Objectives</h3>
 code section and use those to get people to break down code into minimal
 chunks. Emphasize that it’s not always going to be linear (</p></section><section id="aio-6-asking-your-question"><p>Content from <a href="6-asking-your-question.html">Asking your question</a></p>
 <hr>
-<p>Last updated on 2024-10-02 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/episodes/6-asking-your-question.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -1886,8 +1886,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/aio.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/aio.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 1d04c86a..06297bdd 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -453,8 +453,8 @@ <h3 id="4-minimal-reproducible-data-figure-8">Figure 8</h3>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/images.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/images.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 8186aa5c..b9539fa2 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -417,7 +417,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Setup instructions live in this document. Please specify the tools
 and the data sets the learner needs to have installed. If you want to
@@ -446,7 +446,7 @@ <h3 id="install-r-and-rstudio">Install R and RStudio<a class="anchor" aria-label
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> For Windows </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/windows/base/release.htm" class="external-link">CRAN
 website</a>.</li>
@@ -468,7 +468,7 @@ <h4 class="accordion-header" id="headingSolution1"> For Windows </h4>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> For MacOS </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/macosx/" class="external-link">CRAN website</a>.</li>
 <li>Select the <code>.pkg</code> file for the latest R version</li>
@@ -493,7 +493,7 @@ <h4 class="accordion-header" id="headingSolution2"> For MacOS </h4>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> For Linux </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <ul><li>Download R from the <a href="https://cran.r-project.org/bin/macosx/" class="external-link">CRAN website</a>.</li>
 <li>Select the <code>.pkg</code> file for the latest R version</li>
@@ -672,8 +672,8 @@ <h3 id="download-the-data">Download the data<a class="anchor" aria-label="anchor
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/index.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/index.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 2f0181f1..01ca3e60 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -483,8 +483,8 @@ <h3 id="4-minimal-reproducible-data-headingInstructor1">
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/instructor-notes.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 4ab2aac2..e0479b1c 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -448,8 +448,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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index cf407c9a..bfcbb820 100644
--- a/instructor/profiles.html
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index 3dde97eb..32e4c992 100644
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reference</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -392,8 +392,8 @@ <h1>Reference</h1>
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-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
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index 5dffe0a1..0fc135e3 100644
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   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
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diff --git a/pkgdown.yml b/pkgdown.yml
index ab4bd344..0bfe9d36 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
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diff --git a/profiles.html b/profiles.html
index d91c4c44..edf7c008 100644
--- a/profiles.html
+++ b/profiles.html
@@ -352,8 +352,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/profiles.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
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diff --git a/reference.html b/reference.html
index 1716d51d..4f261395 100644
--- a/reference.html
+++ b/reference.html
@@ -315,7 +315,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reference</h1>
-        <p>Last updated on 2024-10-02 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/R-help-reprexes/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -390,8 +390,8 @@ <h1>Reference</h1>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/reference.html",
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   "dateCreated": "2024-05-14",
-  "dateModified": "2024-10-02",
-  "datePublished": "2024-10-02"
+  "dateModified": "2024-10-08",
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 }
 
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