From 7e7521a574f793c2de59baf6210df8aa46d27183 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 9 Apr 2024 00:14:51 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : e60c9f7eff969d6bec3c28528b2c71dd2d8710a3
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2024-03-19 00:14:09 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : bc468afbf02914e22548a6410fd3636b384ac375
Branch  : main
Author  : Tim Dennis <tdennis@library.ucla.edu>
Time    : 2023-08-22 15:51:34 +0000
Message : Merge pull request #95 from jt14den/jt14den-patch-1

fixes  #94 in 04-data-viz-ggplot.Rmd by removing duplicate content
---
 00-before-we-start.html                       |  4 ++--
 01-intro-to-r.html                            |  2 +-
 02-starting-with-data.html                    |  4 ++--
 03-data-cleaning-and-transformation.html      |  8 +++----
 04-data-viz-ggplot.html                       | 12 +++++-----
 404.html                                      |  4 ++--
 CODE_OF_CONDUCT.html                          |  2 +-
 LICENSE.html                                  |  2 +-
 aio.html                                      | 24 +++++++++----------
 discuss.html                                  |  2 +-
 images.html                                   |  4 ++--
 index.html                                    |  4 ++--
 instructor-notes.html                         |  4 ++--
 instructor/00-before-we-start.html            |  4 ++--
 instructor/01-intro-to-r.html                 |  2 +-
 instructor/02-starting-with-data.html         |  4 ++--
 .../03-data-cleaning-and-transformation.html  |  8 +++----
 instructor/04-data-viz-ggplot.html            | 12 +++++-----
 instructor/404.html                           |  4 ++--
 instructor/CODE_OF_CONDUCT.html               |  2 +-
 instructor/LICENSE.html                       |  2 +-
 instructor/aio.html                           | 24 +++++++++----------
 instructor/discuss.html                       |  2 +-
 instructor/images.html                        |  4 ++--
 instructor/index.html                         |  4 ++--
 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, 87 insertions(+), 87 deletions(-)

diff --git a/00-before-we-start.html b/00-before-we-start.html
index d7072a00..ea2af573 100644
--- a/00-before-we-start.html
+++ b/00-before-we-start.html
@@ -658,7 +658,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <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>From the packages tab, click ‘Install’ from the toolbar and type
 ‘tidyverse’ into the textbox, then click ‘install’. The ‘tidyverse’
@@ -863,7 +863,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-r/00-before-we-start.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
   </script><script>
diff --git a/01-intro-to-r.html b/01-intro-to-r.html
index 9a09c92f..596f9068 100644
--- a/01-intro-to-r.html
+++ b/01-intro-to-r.html
@@ -1618,7 +1618,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-r/01-intro-to-r.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
   </script><script>
diff --git a/02-starting-with-data.html b/02-starting-with-data.html
index f18ba20c..529c8536 100644
--- a/02-starting-with-data.html
+++ b/02-starting-with-data.html
@@ -877,7 +877,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <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">
 <ol style="list-style-type: decimal"><li><p>Highest checkouts:
 <code>Click, clack, moo : cows that type.</code></p></li>
@@ -1007,7 +1007,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-r/02-starting-with-data.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
   </script><script>
diff --git a/03-data-cleaning-and-transformation.html b/03-data-cleaning-and-transformation.html
index 69e37a97..2304bf66 100644
--- a/03-data-cleaning-and-transformation.html
+++ b/03-data-cleaning-and-transformation.html
@@ -546,7 +546,7 @@ <h3 class="callout-title">Rename<code>CALL...ITEM.</code><a class="anchor" aria-
 <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">
 <div class="codewrapper sourceCode" id="cb10">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -746,7 +746,7 @@ <h3 class="callout-title">Filtering with<code>filter()</code><a class="anchor" a
 <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">
 <div class="codewrapper sourceCode" id="cb23">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -963,7 +963,7 @@ <h3 class="callout-title">Playing with pipes<code>%&gt;%</code><a class="anchor"
 <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">
 <div class="codewrapper sourceCode" id="cb36">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1302,7 +1302,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-r/03-data-cleaning-and-transformation.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
   </script><script>
diff --git a/04-data-viz-ggplot.html b/04-data-viz-ggplot.html
index f7013a34..1ef35ac1 100644
--- a/04-data-viz-ggplot.html
+++ b/04-data-viz-ggplot.html
@@ -751,7 +751,7 @@ <h3 class="callout-title">Plotting Exercise<a class="anchor" aria-label="anchor"
 <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">
 <div class="codewrapper sourceCode" id="cb28">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -795,7 +795,7 @@ <h3 class="callout-title">Plotting Exercise<em>(continued)</em><a class="anchor"
 <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">
 <div class="codewrapper sourceCode" id="cb30">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -842,7 +842,7 @@ <h3 class="callout-title">Plotting Exercise<em>(continued)</em><a class="anchor"
 <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">
 <div class="codewrapper sourceCode" id="cb32">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1103,7 +1103,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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">
 <div class="codewrapper sourceCode" id="cb48">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1234,7 +1234,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb52">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1382,7 +1382,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-r/04-data-viz-ggplot.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index fd21658b..cee96caa 100644
--- a/404.html
+++ b/404.html
@@ -305,8 +305,8 @@ <h1>Page not found</h1>
   "url": "https://librarycarpentry.github.io/lc-r/404.html",
   "identifier": "https://librarycarpentry.github.io/lc-r/404.html",
   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
+  "datePublished": "2024-04-09"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 37a61647..04f04b34 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -327,7 +327,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://librarycarpentry.github.io/lc-r/CODE_OF_CONDUCT.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index e267ca90..84bb7c9d 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -378,7 +378,7 @@ <h1>Licenses</h1>
   "identifier": "https://librarycarpentry.github.io/lc-r/LICENSE.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index c90e8fd4..41e70529 100644
--- a/aio.html
+++ b/aio.html
@@ -715,7 +715,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <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>From the packages tab, click ‘Install’ from the toolbar and type
 ‘tidyverse’ into the textbox, then click ‘install’. The ‘tidyverse’
@@ -2843,7 +2843,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <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">
 <ol style="list-style-type: decimal">
 <li><p>Highest checkouts:
@@ -3257,7 +3257,7 @@ <h3 class="callout-title">Rename<code>CALL...ITEM.</code><a class="anchor" aria-
 <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">
 <div class="codewrapper sourceCode" id="cb10">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -3462,7 +3462,7 @@ <h3 class="callout-title">Filtering with<code>filter()</code><a class="anchor" a
 <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">
 <div class="codewrapper sourceCode" id="cb23">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -3689,7 +3689,7 @@ <h3 class="callout-title">Playing with pipes<code>%&gt;%</code><a class="anchor"
 <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">
 <div class="codewrapper sourceCode" id="cb36">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -4487,7 +4487,7 @@ <h3 class="callout-title">Plotting Exercise<a class="anchor" aria-label="anchor"
 <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">
 <div class="codewrapper sourceCode" id="cb28">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -4534,7 +4534,7 @@ <h3 class="callout-title">Plotting Exercise<em>(continued)</em><a class="anchor"
 <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">
 <div class="codewrapper sourceCode" id="cb30">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -4584,7 +4584,7 @@ <h3 class="callout-title">Plotting Exercise<em>(continued)</em><a class="anchor"
 <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">
 <div class="codewrapper sourceCode" id="cb32">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -4854,7 +4854,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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">
 <div class="codewrapper sourceCode" id="cb48">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -4990,7 +4990,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <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" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb52">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -5133,8 +5133,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://librarycarpentry.github.io/lc-r/aio.html",
   "identifier": "https://librarycarpentry.github.io/lc-r/aio.html",
   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
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index eddf9fb1..dd56f44b 100644
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index 4619e7dc..c1862f58 100644
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+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb52">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -5140,8 +5140,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://librarycarpentry.github.io/lc-r/instructor/aio.html",
   "identifier": "https://librarycarpentry.github.io/lc-r/instructor/aio.html",
   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
+  "datePublished": "2024-04-09"
 }
 
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diff --git a/instructor/discuss.html b/instructor/discuss.html
index 253a49c0..3b91a652 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -322,7 +322,7 @@ <h1>Discussion</h1>
   "identifier": "https://librarycarpentry.github.io/lc-r/instructor/discuss.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
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diff --git a/instructor/images.html b/instructor/images.html
index 586acd3a..7c541e80 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -446,8 +446,8 @@ <h3 id="04-data-viz-ggplot-figure-28">Figure 28</h3>
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   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
+  "datePublished": "2024-04-09"
 }
 
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diff --git a/instructor/index.html b/instructor/index.html
index 8fa97667..58814930 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -503,8 +503,8 @@ <h3 id="update-r-and-rstudio">Update R and RStudio<a class="anchor" aria-label="
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   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
+  "datePublished": "2024-04-09"
 }
 
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diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index a2d8c214..aea486a9 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -351,8 +351,8 @@ <h1>Instructor Notes</h1>
   "url": "https://librarycarpentry.github.io/lc-r/instructor/instructor-notes.html",
   "identifier": "https://librarycarpentry.github.io/lc-r/instructor/instructor-notes.html",
   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
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 }
 
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diff --git a/instructor/key-points.html b/instructor/key-points.html
index 341b74e4..1c829e43 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -392,8 +392,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://librarycarpentry.github.io/lc-r/instructor/key-points.html",
   "identifier": "https://librarycarpentry.github.io/lc-r/instructor/key-points.html",
   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
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 }
 
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diff --git a/instructor/profiles.html b/instructor/profiles.html
index c5dc6b88..4006c51d 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -278,8 +278,8 @@ <h1>Learner Profiles</h1>
   "url": "https://librarycarpentry.github.io/lc-r/instructor/profiles.html",
   "identifier": "https://librarycarpentry.github.io/lc-r/instructor/profiles.html",
   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
+  "datePublished": "2024-04-09"
 }
 
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diff --git a/instructor/reference.html b/instructor/reference.html
index dc3de691..a07b4734 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -336,7 +336,7 @@ <h1>Glossary</h1>
   "identifier": "https://librarycarpentry.github.io/lc-r/instructor/reference.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
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diff --git a/key-points.html b/key-points.html
index c76ba32f..bfd68fcc 100644
--- a/key-points.html
+++ b/key-points.html
@@ -390,8 +390,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://librarycarpentry.github.io/lc-r/key-points.html",
   "identifier": "https://librarycarpentry.github.io/lc-r/key-points.html",
   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
+  "datePublished": "2024-04-09"
 }
 
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diff --git a/pkgdown.yml b/pkgdown.yml
index b8db2868..c9ae4a34 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-04-02T00:13Z
+last_built: 2024-04-09T00:14Z
 
diff --git a/profiles.html b/profiles.html
index 1c9e1171..59434928 100644
--- a/profiles.html
+++ b/profiles.html
@@ -278,8 +278,8 @@ <h1>Learner Profiles</h1>
   "url": "https://librarycarpentry.github.io/lc-r/profiles.html",
   "identifier": "https://librarycarpentry.github.io/lc-r/profiles.html",
   "dateCreated": "2019-05-30",
-  "dateModified": "2024-04-02",
-  "datePublished": "2024-04-02"
+  "dateModified": "2024-04-09",
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 }
 
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diff --git a/reference.html b/reference.html
index 10001a89..fa9d6d16 100644
--- a/reference.html
+++ b/reference.html
@@ -334,7 +334,7 @@ <h1>Glossary</h1>
   "identifier": "https://librarycarpentry.github.io/lc-r/reference.html",
   "dateCreated": "2019-05-30",
   "dateModified": "2024-03-12",
-  "datePublished": "2024-04-02"
+  "datePublished": "2024-04-09"
 }
 
   </script><script>