From 81d912f4410cbc8de1ccaa307b86247c52c7d7db Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 14 Jan 2025 01:12:57 +0000
Subject: [PATCH] site deploy

Auto-generated via `{sandpaper}`
Source  : 945a03034a635658de856f055f9fac245846f697
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2024-12-31 22:48:39 +0000
Message : markdown source builds

Auto-generated via `{sandpaper}`
Source  : 510d6a5e3807059339dd7d77d6942a4a83e9982b
Branch  : main
Author  : Kaija Gahm <37053323+kaijagahm@users.noreply.github.com>
Time    : 2024-12-31 22:47:23 +0000
Message : Merge pull request #89 from carpentries-incubator/xortizross-patch-2

Update setup.md
---
 1-intro-reproducible-examples.html            |  2 +-
 2-identify-the-problem.html                   |  4 +--
 3-minimal-reproducible-data.html              | 14 ++++-----
 4-minimal-reproducible-code.html              |  2 +-
 404.html                                      |  4 +--
 5-asking-your-question.html                   |  2 +-
 CODE_OF_CONDUCT.html                          |  2 +-
 GOVERNANCE.html                               |  2 +-
 LICENSE.html                                  |  2 +-
 aio.html                                      | 18 +++++------
 images.html                                   |  4 +--
 index.html                                    | 10 +++----
 instructor-notes.html                         |  4 +--
 instructor/1-intro-reproducible-examples.html |  2 +-
 instructor/2-identify-the-problem.html        |  4 +--
 instructor/3-minimal-reproducible-data.html   | 26 ++++++++--------
 instructor/4-minimal-reproducible-code.html   |  2 +-
 instructor/404.html                           |  4 +--
 instructor/5-asking-your-question.html        |  2 +-
 instructor/CODE_OF_CONDUCT.html               |  2 +-
 instructor/GOVERNANCE.html                    |  2 +-
 instructor/LICENSE.html                       |  2 +-
 instructor/aio.html                           | 30 +++++++++----------
 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                     |  2 +-
 key-points.html                               |  4 +--
 pkgdown.yml                                   |  2 +-
 profiles.html                                 |  4 +--
 reference.html                                |  2 +-
 33 files changed, 94 insertions(+), 94 deletions(-)

diff --git a/1-intro-reproducible-examples.html b/1-intro-reproducible-examples.html
index e88b942..5a6cb39 100644
--- a/1-intro-reproducible-examples.html
+++ b/1-intro-reproducible-examples.html
@@ -581,7 +581,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/1-intro-reproducible-examples.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/2-identify-the-problem.html b/2-identify-the-problem.html
index a226429..70e7c75 100644
--- a/2-identify-the-problem.html
+++ b/2-identify-the-problem.html
@@ -611,7 +611,7 @@ <h3 class="callout-title">Challenge</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" 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">
 <p>In this case, A correctly creates the graph, plotting as colors in
 the tile the number of times an observation is seen. It essentially runs
@@ -1013,7 +1013,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/2-identify-the-problem.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/3-minimal-reproducible-data.html b/3-minimal-reproducible-data.html
index 5525a76..f9ce464 100644
--- a/3-minimal-reproducible-data.html
+++ b/3-minimal-reproducible-data.html
@@ -396,7 +396,7 @@ <h3 class="card-title">Objectives</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"> Another example: </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">
 <p>You’re knitting a sweater and one of the sleeves looks wonky. You
 call a friend and ask why it’s messed up. They can’t possibly help
@@ -541,7 +541,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <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" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha"><li>Not reproducible because it is a screenshot.</li>
 <li>Not reproducible because it is a path to a file that only exists on
@@ -593,7 +593,7 @@ <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="#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" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <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>
@@ -776,7 +776,7 @@ <h3 class="callout-title">Excercise 3</h3>
 <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" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>We will need 3 variables to represent species, plot type, and
 date.</li>
@@ -1189,7 +1189,7 @@ <h3 class="callout-title">Excercise 5</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <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>
@@ -1389,7 +1389,7 @@ <h3 class="callout-title">Excercise 6</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution6" aria-expanded="false" aria-controls="collapseSolution6">
   <h4 class="accordion-header" id="headingSolution6"> Show me the solution </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
 <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:
@@ -1486,7 +1486,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/3-minimal-reproducible-data.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/4-minimal-reproducible-code.html b/4-minimal-reproducible-code.html
index dabe4d0..da0abae 100644
--- a/4-minimal-reproducible-code.html
+++ b/4-minimal-reproducible-code.html
@@ -1663,7 +1663,7 @@ <h3 class="callout-title">Computational reproducibility</h3>
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/4-minimal-reproducible-code.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index 98947f9..4838031 100644
--- a/404.html
+++ b/404.html
@@ -365,8 +365,8 @@ <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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/5-asking-your-question.html b/5-asking-your-question.html
index 74c51d2..b6cf92f 100644
--- a/5-asking-your-question.html
+++ b/5-asking-your-question.html
@@ -882,7 +882,7 @@ <h3 class="callout-title">
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/5-asking-your-question.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 47b3fbf..ed1eec2 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -391,7 +391,7 @@ <h1 id="contributor-code-of-conduct">Contributor Code of Conduct<a class="anchor
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/GOVERNANCE.html b/GOVERNANCE.html
index 4daafa1..9f04bda 100644
--- a/GOVERNANCE.html
+++ b/GOVERNANCE.html
@@ -533,7 +533,7 @@ <h3 id="decision-making">Decision-making<a class="anchor" aria-label="anchor" hr
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/GOVERNANCE.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 006edf3..b11def2 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -448,7 +448,7 @@ <h2 id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#tradema
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/LICENSE.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 52d573b..871107e 100644
--- a/aio.html
+++ b/aio.html
@@ -869,7 +869,7 @@ <h3 class="callout-title">Challenge</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" 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">
 <p>In this case, A correctly creates the graph, plotting as colors in
 the tile the number of times an observation is seen. It essentially runs
@@ -1301,7 +1301,7 @@ <h3 class="card-title">Objectives</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"> Another example: </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">
 <p>You’re knitting a sweater and one of the sleeves looks wonky. You
 call a friend and ask why it’s messed up. They can’t possibly help
@@ -1454,7 +1454,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <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" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha">
 <li>Not reproducible because it is a screenshot.</li>
@@ -1510,7 +1510,7 @@ <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="#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" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>The correct answer is C!</p>
 <ol style="list-style-type: upper-alpha">
@@ -1702,7 +1702,7 @@ <h3 class="callout-title">Excercise 3</h3>
 <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" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>We will need 3 variables to represent species, plot type, and
@@ -2129,7 +2129,7 @@ <h3 class="callout-title">Excercise 5</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <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>
@@ -2334,7 +2334,7 @@ <h3 class="callout-title">Excercise 6</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution6" aria-expanded="false" aria-controls="collapseSolution6">
   <h4 class="accordion-header" id="headingSolution6"> Show me the solution </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
 <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
@@ -4263,8 +4263,8 @@ <h3 class="callout-title">
   "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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index e661537..e43e5b1 100644
--- a/images.html
+++ b/images.html
@@ -483,8 +483,8 @@ <h3 id="5-asking-your-question-figure-3">Figure 3</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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index d81c771..487be88 100644
--- a/index.html
+++ b/index.html
@@ -339,7 +339,7 @@ <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" 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">
 <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>
@@ -361,7 +361,7 @@ <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" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <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>
@@ -386,7 +386,7 @@ <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" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <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>
@@ -561,8 +561,8 @@ <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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 97f2c1e..062bbe0 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -447,8 +447,8 @@ <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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/1-intro-reproducible-examples.html b/instructor/1-intro-reproducible-examples.html
index 9e1f924..bb5f5a1 100644
--- a/instructor/1-intro-reproducible-examples.html
+++ b/instructor/1-intro-reproducible-examples.html
@@ -583,7 +583,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/1-intro-reproducible-examples.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/2-identify-the-problem.html b/instructor/2-identify-the-problem.html
index f545de0..9a1e9d6 100644
--- a/instructor/2-identify-the-problem.html
+++ b/instructor/2-identify-the-problem.html
@@ -613,7 +613,7 @@ <h3 class="callout-title">Challenge</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" 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">
 <p>In this case, A correctly creates the graph, plotting as colors in
 the tile the number of times an observation is seen. It essentially runs
@@ -1015,7 +1015,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/2-identify-the-problem.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/3-minimal-reproducible-data.html b/instructor/3-minimal-reproducible-data.html
index 82514bc..59152c2 100644
--- a/instructor/3-minimal-reproducible-data.html
+++ b/instructor/3-minimal-reproducible-data.html
@@ -397,7 +397,7 @@ <h3 class="card-title">Objectives</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" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>You can use the next example as well if you choose.</p>
 </div>
@@ -409,7 +409,7 @@ <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square">
 <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"> Another example: </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">
 <p>You’re knitting a sweater and one of the sleeves looks wonky. You
 call a friend and ask why it’s messed up. They can’t possibly help
@@ -467,7 +467,7 @@ <h3 class="callout-title">Callout</h3>
 <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" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <p>Ask the audience, wait for them to respond</p>
 </div>
@@ -566,7 +566,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <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" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha"><li>Not reproducible because it is a screenshot.</li>
 <li>Not reproducible because it is a path to a file that only exists on
@@ -618,7 +618,7 @@ <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="#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" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <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>
@@ -658,7 +658,7 @@ <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 <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" data-bs-parent="#accordionInstructor3" aria-labelledby="headingInstructor3">
+<div id="collapseInstructor3" class="accordion-collapse collapse" aria-labelledby="headingInstructor3" data-bs-parent="#accordionInstructor3">
 <div class="accordion-body">
 <p>OR should we start with an example right here where they need to
 answer those questions?</p>
@@ -813,7 +813,7 @@ <h3 class="callout-title">Excercise 3</h3>
 <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" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>We will need 3 variables to represent species, plot type, and
 date.</li>
@@ -834,7 +834,7 @@ <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor4" aria-expanded="false" aria-controls="collapseInstructor4">
   <h3 class="accordion-header" id="headingInstructor4">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor4" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor4" aria-labelledby="headingInstructor4">
+<div id="collapseInstructor4" class="accordion-collapse collapse" aria-labelledby="headingInstructor4" data-bs-parent="#accordionInstructor4">
 <div class="accordion-body">
 <p>Maybe we don’t need to include the solution and we just walk through
 it in the following section.</p>
@@ -931,7 +931,7 @@ <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="#collapseInstructor5" aria-expanded="false" aria-controls="collapseInstructor5">
   <h3 class="accordion-header" id="headingInstructor5">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor5" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor5" aria-labelledby="headingInstructor5">
+<div id="collapseInstructor5" class="accordion-collapse collapse" aria-labelledby="headingInstructor5" data-bs-parent="#accordionInstructor5">
 <div class="accordion-body">
 <p>Give them time to think about it and answer the question.</p>
 </div>
@@ -1209,7 +1209,7 @@ <h3 class="callout-title">Excercise 4</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor6" aria-expanded="false" aria-controls="collapseInstructor6">
   <h3 class="accordion-header" id="headingInstructor6">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor6" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor6" aria-labelledby="headingInstructor6">
+<div id="collapseInstructor6" class="accordion-collapse collapse" aria-labelledby="headingInstructor6" data-bs-parent="#accordionInstructor6">
 <div class="accordion-body">
 <p>Let the students try it out and discuss outloud</p>
 </div>
@@ -1260,7 +1260,7 @@ <h3 class="callout-title">Excercise 5</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <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>
@@ -1460,7 +1460,7 @@ <h3 class="callout-title">Excercise 6</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution6" aria-expanded="false" aria-controls="collapseSolution6">
   <h4 class="accordion-header" id="headingSolution6"> Show me the solution </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
 <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:
@@ -1557,7 +1557,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/3-minimal-reproducible-data.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/4-minimal-reproducible-code.html b/instructor/4-minimal-reproducible-code.html
index ff6f118..463ac47 100644
--- a/instructor/4-minimal-reproducible-code.html
+++ b/instructor/4-minimal-reproducible-code.html
@@ -1665,7 +1665,7 @@ <h3 class="callout-title">Computational reproducibility</h3>
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/4-minimal-reproducible-code.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index ef9df5e..9d00047 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -365,8 +365,8 @@ <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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/5-asking-your-question.html b/instructor/5-asking-your-question.html
index 383b8dd..3240119 100644
--- a/instructor/5-asking-your-question.html
+++ b/instructor/5-asking-your-question.html
@@ -884,7 +884,7 @@ <h3 class="callout-title">
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/5-asking-your-question.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index fc926ee..b919490 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -393,7 +393,7 @@ <h1 id="contributor-code-of-conduct">Contributor Code of Conduct<a class="anchor
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/GOVERNANCE.html b/instructor/GOVERNANCE.html
index 30fb7d0..8b41d9c 100644
--- a/instructor/GOVERNANCE.html
+++ b/instructor/GOVERNANCE.html
@@ -535,7 +535,7 @@ <h3 id="decision-making">Decision-making<a class="anchor" aria-label="anchor" hr
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/GOVERNANCE.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 9e58e6b..52aa9a9 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -450,7 +450,7 @@ <h2 id="trademark">Trademark<a class="anchor" aria-label="anchor" href="#tradema
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/LICENSE.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 7af7eaf..9e4f6e5 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -873,7 +873,7 @@ <h3 class="callout-title">Challenge</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" 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">
 <p>In this case, A correctly creates the graph, plotting as colors in
 the tile the number of times an observation is seen. It essentially runs
@@ -1305,7 +1305,7 @@ <h3 class="card-title">Objectives</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" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>You can use the next example as well if you choose.</p>
 </div>
@@ -1317,7 +1317,7 @@ <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square">
 <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"> Another example: </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">
 <p>You’re knitting a sweater and one of the sleeves looks wonky. You
 call a friend and ask why it’s messed up. They can’t possibly help
@@ -1379,7 +1379,7 @@ <h3 class="callout-title">Callout</h3>
 <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" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <p>Ask the audience, wait for them to respond</p>
 </div>
@@ -1482,7 +1482,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <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" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: upper-alpha">
 <li>Not reproducible because it is a screenshot.</li>
@@ -1538,7 +1538,7 @@ <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="#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" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>The correct answer is C!</p>
 <ol style="list-style-type: upper-alpha">
@@ -1584,7 +1584,7 @@ <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
 <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" data-bs-parent="#accordionInstructor3" aria-labelledby="headingInstructor3">
+<div id="collapseInstructor3" class="accordion-collapse collapse" aria-labelledby="headingInstructor3" data-bs-parent="#accordionInstructor3">
 <div class="accordion-body">
 <p>OR should we start with an example right here where they need to
 answer those questions?</p>
@@ -1742,7 +1742,7 @@ <h3 class="callout-title">Excercise 3</h3>
 <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" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>We will need 3 variables to represent species, plot type, and
@@ -1765,7 +1765,7 @@ <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor4" aria-expanded="false" aria-controls="collapseInstructor4">
   <h3 class="accordion-header" id="headingInstructor4">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor4" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor4" aria-labelledby="headingInstructor4">
+<div id="collapseInstructor4" class="accordion-collapse collapse" aria-labelledby="headingInstructor4" data-bs-parent="#accordionInstructor4">
 <div class="accordion-body">
 <p>Maybe we don’t need to include the solution and we just walk through
 it in the following section.</p>
@@ -1868,7 +1868,7 @@ <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="#collapseInstructor5" aria-expanded="false" aria-controls="collapseInstructor5">
   <h3 class="accordion-header" id="headingInstructor5">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor5" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor5" aria-labelledby="headingInstructor5">
+<div id="collapseInstructor5" class="accordion-collapse collapse" aria-labelledby="headingInstructor5" data-bs-parent="#accordionInstructor5">
 <div class="accordion-body">
 <p>Give them time to think about it and answer the question.</p>
 </div>
@@ -2152,7 +2152,7 @@ <h3 class="callout-title">Excercise 4</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor6" aria-expanded="false" aria-controls="collapseInstructor6">
   <h3 class="accordion-header" id="headingInstructor6">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor6" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor6" aria-labelledby="headingInstructor6">
+<div id="collapseInstructor6" class="accordion-collapse collapse" aria-labelledby="headingInstructor6" data-bs-parent="#accordionInstructor6">
 <div class="accordion-body">
 <p>Let the students try it out and discuss outloud</p>
 </div>
@@ -2203,7 +2203,7 @@ <h3 class="callout-title">Excercise 5</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <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>
@@ -2408,7 +2408,7 @@ <h3 class="callout-title">Excercise 6</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution6" aria-expanded="false" aria-controls="collapseSolution6">
   <h4 class="accordion-header" id="headingSolution6"> Show me the solution </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
 <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
@@ -4339,8 +4339,8 @@ <h3 class="callout-title">
   "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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 9f77645..6b4d794 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -485,8 +485,8 @@ <h3 id="5-asking-your-question-figure-3">Figure 3</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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 2065732..c7c0f16 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -405,7 +405,7 @@ <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" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <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
@@ -434,7 +434,7 @@ <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" 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">
 <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>
@@ -456,7 +456,7 @@ <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" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <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>
@@ -481,7 +481,7 @@ <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" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <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>
@@ -656,8 +656,8 @@ <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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 25080ba..0021b0e 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -488,8 +488,8 @@ <h3 id="3-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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 505bdf5..d6f6062 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -440,8 +440,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/key-points.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index bfb535f..9880030 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -343,8 +343,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/profiles.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index c0b8fed..48365a5 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -384,7 +384,7 @@ <h1>Reference</h1>
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/instructor/reference.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index c433016..6bb83d1 100644
--- a/key-points.html
+++ b/key-points.html
@@ -438,8 +438,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/R-help-reprexes/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/key-points.html",
   "dateCreated": "2024-05-14",
-  "dateModified": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 2e6eaa0..dfa83ad 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2025-01-07T01:16Z
+last_built: 2025-01-14T01:12Z
diff --git a/profiles.html b/profiles.html
index 8e21e36..51796f7 100644
--- a/profiles.html
+++ b/profiles.html
@@ -343,8 +343,8 @@ <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": "2025-01-07",
-  "datePublished": "2025-01-07"
+  "dateModified": "2025-01-14",
+  "datePublished": "2025-01-14"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 182d492..0ca23b1 100644
--- a/reference.html
+++ b/reference.html
@@ -382,7 +382,7 @@ <h1>Reference</h1>
   "identifier": "https://carpentries-incubator.github.io/R-help-reprexes/reference.html",
   "dateCreated": "2024-05-14",
   "dateModified": "2024-12-31",
-  "datePublished": "2025-01-07"
+  "datePublished": "2025-01-14"
 }
 
   </script><script>