diff --git a/404.html b/404.html
index bc90009..335c15a 100644
--- a/404.html
+++ b/404.html
@@ -404,8 +404,8 @@ <h1>Page not found</h1>
   "url": "https://avallecam.github.io/research-compendium/404.html",
   "identifier": "https://avallecam.github.io/research-compendium/404.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 50c4d0e..38dd129 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -425,7 +425,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://avallecam.github.io/research-compendium/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 9cfcd78..93c3a19 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -470,7 +470,7 @@ <h1>Licenses</h1>
   "identifier": "https://avallecam.github.io/research-compendium/LICENSE.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 74a4766..f8634fd 100644
--- a/aio.html
+++ b/aio.html
@@ -1773,7 +1773,7 @@ <h3 class="callout-title">How can I paste the CITATION in the README file?</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">
 <p>First, write a <code>inst/CITATION</code> file:</p>
 <div class="codewrapper sourceCode" id="cb4">
@@ -2581,8 +2581,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://avallecam.github.io/research-compendium/aio.html",
   "identifier": "https://avallecam.github.io/research-compendium/aio.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/appendix.html b/appendix.html
index 9b32a1f..0753649 100644
--- a/appendix.html
+++ b/appendix.html
@@ -655,7 +655,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/appendix.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/beforestart.html b/beforestart.html
index 38fb087..7ca3979 100644
--- a/beforestart.html
+++ b/beforestart.html
@@ -508,7 +508,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/beforestart.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/compendium.html b/compendium.html
index 2f53543..285bb93 100644
--- a/compendium.html
+++ b/compendium.html
@@ -673,7 +673,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/compendium.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/definitions.html b/definitions.html
index 6a854e2..11294c6 100644
--- a/definitions.html
+++ b/definitions.html
@@ -552,7 +552,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/definitions.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 924e85a..2f3d5be 100644
--- a/images.html
+++ b/images.html
@@ -539,8 +539,8 @@ <h3 id="appendix-figure-5">Figure 5</h3>
   "url": "https://avallecam.github.io/research-compendium/images.html",
   "identifier": "https://avallecam.github.io/research-compendium/images.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index c780429..65fb74c 100644
--- a/index.html
+++ b/index.html
@@ -449,7 +449,7 @@ <h4 class="accordion-header" id="headingSolution1">
   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">
 <p>For <a href="https://happygitwithr.com/install-git.html#install-git-windows" class="external-link">Windows</a></p>
 </div>
@@ -463,7 +463,7 @@ <h4 class="accordion-header" id="headingSolution2">
   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">
 <p>For <a href="https://happygitwithr.com/install-git.html#macos" class="external-link">MacOS</a></p>
 </div>
@@ -477,7 +477,7 @@ <h4 class="accordion-header" id="headingSolution3">
   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">
 <p>For <a href="https://happygitwithr.com/install-git.html#linux" class="external-link">Linux</a></p>
 </div>
@@ -788,8 +788,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
   "url": "https://avallecam.github.io/research-compendium/index.html",
   "identifier": "https://avallecam.github.io/research-compendium/index.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index b9439c7..6000e37 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -452,8 +452,8 @@ <h1>Instructor Notes</h1>
   "url": "https://avallecam.github.io/research-compendium/instructor-notes.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor-notes.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index d418a04..2717618 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -404,8 +404,8 @@ <h1>Page not found</h1>
   "url": "https://avallecam.github.io/research-compendium/instructor/404.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/404.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 6d2524a..646f2f2 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -427,7 +427,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 4b8ab23..eed474a 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -472,7 +472,7 @@ <h1>Licenses</h1>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/LICENSE.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index bb51827..977b335 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -636,7 +636,7 @@ <h3 class="callout-title">Discussion</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>The questions above are self-assessment questions to let the
 participants hear and report back on their or others’ practices. This
@@ -1710,7 +1710,7 @@ <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>The <a href="https://usethis.r-lib.org" class="external-link">usethis</a> package provides control of flow
 functionality to commit the <code>README.md</code> only when
@@ -1838,7 +1838,7 @@ <h3 class="callout-title">How can I paste the CITATION in the README file?</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">
 <p>First, write a <code>inst/CITATION</code> file:</p>
 <div class="codewrapper sourceCode" id="cb4">
@@ -1945,7 +1945,7 @@ <h3 class="callout-title">Checkpoint</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" 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>Contributing guides and Function documentation are also visible in a
 website format. Please look at the Appendix episode to learn how to do
@@ -2361,7 +2361,7 @@ <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>If required, you can add vignettes for an <a href="https://github.com/FRBCesab/rcompendium" class="external-link">rcompendium</a>
 using:</p>
@@ -2404,7 +2404,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <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>This manuscript will not be visible on a website unless moved to the
 <code>vignette/</code> folder. We have yet to test that behaviour.</p>
@@ -2695,8 +2695,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://avallecam.github.io/research-compendium/instructor/aio.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/aio.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/appendix.html b/instructor/appendix.html
index 9b56a98..0dcac47 100644
--- a/instructor/appendix.html
+++ b/instructor/appendix.html
@@ -522,7 +522,7 @@ <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>If required, you can add vignettes for an <a href="https://github.com/FRBCesab/rcompendium" class="external-link">rcompendium</a>
 using:</p>
@@ -563,7 +563,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <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>This manuscript will not be visible on a website unless moved to the
 <code>vignette/</code> folder. We have yet to test that behaviour.</p>
@@ -690,7 +690,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/appendix.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/beforestart.html b/instructor/beforestart.html
index 192618e..7730946 100644
--- a/instructor/beforestart.html
+++ b/instructor/beforestart.html
@@ -510,7 +510,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/beforestart.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/compendium.html b/instructor/compendium.html
index d8a07e9..7ca0041 100644
--- a/instructor/compendium.html
+++ b/instructor/compendium.html
@@ -696,7 +696,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/compendium.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/definitions.html b/instructor/definitions.html
index 0e57e87..71be61a 100644
--- a/instructor/definitions.html
+++ b/instructor/definitions.html
@@ -554,7 +554,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/definitions.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 6d13c07..168e6f9 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -543,8 +543,8 @@ <h3 id="appendix-figure-5">Figure 5</h3>
   "url": "https://avallecam.github.io/research-compendium/instructor/images.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/images.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index f4e2738..2749cc4 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -542,7 +542,7 @@ <h4 class="accordion-header" id="headingSolution1">
   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">
 <p>For <a href="https://happygitwithr.com/install-git.html#install-git-windows" class="external-link">Windows</a></p>
 </div>
@@ -556,7 +556,7 @@ <h4 class="accordion-header" id="headingSolution2">
   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">
 <p>For <a href="https://happygitwithr.com/install-git.html#macos" class="external-link">MacOS</a></p>
 </div>
@@ -570,7 +570,7 @@ <h4 class="accordion-header" id="headingSolution3">
   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">
 <p>For <a href="https://happygitwithr.com/install-git.html#linux" class="external-link">Linux</a></p>
 </div>
@@ -881,8 +881,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
   "url": "https://avallecam.github.io/research-compendium/instructor/index.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/index.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 5628937..14dfe43 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -531,8 +531,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
   "url": "https://avallecam.github.io/research-compendium/instructor/instructor-notes.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/instructor-notes.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/introduction.html b/instructor/introduction.html
index 18b5af2..6199917 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -474,7 +474,7 @@ <h3 class="callout-title">Discussion</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>The questions above are self-assessment questions to let the
 participants hear and report back on their or others’ practices. This
@@ -605,7 +605,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/introduction.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 6ccb9df..9b75b6f 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -535,8 +535,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://avallecam.github.io/research-compendium/instructor/key-points.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/key-points.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/materials.html b/instructor/materials.html
index e82655a..c418c6d 100644
--- a/instructor/materials.html
+++ b/instructor/materials.html
@@ -426,7 +426,7 @@ <h1>Instructor Materials</h1>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/materials.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 5334df5..e09f779 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -376,8 +376,8 @@ <h1>Learner Profiles</h1>
   "url": "https://avallecam.github.io/research-compendium/instructor/profiles.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/profiles.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/readmefile.html b/instructor/readmefile.html
index 30d3d00..f775459 100644
--- a/instructor/readmefile.html
+++ b/instructor/readmefile.html
@@ -459,7 +459,7 @@ <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>The <a href="https://usethis.r-lib.org" class="external-link">usethis</a> package provides control of flow
 functionality to commit the <code>README.md</code> only when
@@ -581,7 +581,7 @@ <h3 class="callout-title">How can I paste the CITATION in the README file?</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">
 <p>First, write a <code>inst/CITATION</code> file:</p>
 <div class="codewrapper sourceCode" id="cb4">
@@ -680,7 +680,7 @@ <h3 class="callout-title">Checkpoint</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" 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>Contributing guides and Function documentation are also visible in a
 website format. Please look at the Appendix episode to learn how to do
@@ -826,7 +826,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/readmefile.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 1be4fc1..031b3e6 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -417,7 +417,7 @@ <h1>Reference</h1>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/reference.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/reproducible.html b/instructor/reproducible.html
index f9ce698..8ad3aaf 100644
--- a/instructor/reproducible.html
+++ b/instructor/reproducible.html
@@ -932,7 +932,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/reproducible.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/instructor/wrapup.html b/instructor/wrapup.html
index a519d51..f5a225a 100644
--- a/instructor/wrapup.html
+++ b/instructor/wrapup.html
@@ -532,7 +532,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/instructor/wrapup.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/introduction.html b/introduction.html
index 9f59585..513a69e 100644
--- a/introduction.html
+++ b/introduction.html
@@ -588,7 +588,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/introduction.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 8238e42..9b3c745 100644
--- a/key-points.html
+++ b/key-points.html
@@ -531,8 +531,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://avallecam.github.io/research-compendium/key-points.html",
   "identifier": "https://avallecam.github.io/research-compendium/key-points.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/materials.html b/materials.html
index 31dacd6..66d4932 100644
--- a/materials.html
+++ b/materials.html
@@ -424,7 +424,7 @@ <h1>Instructor Materials</h1>
   "identifier": "https://avallecam.github.io/research-compendium/materials.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index e9a8506..c6a7387 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -1,5 +1,5 @@
 pandoc: 3.1.11
-pkgdown: 2.1.0
+pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-09-17T00:52Z
+last_built: 2024-09-24T01:10Z
diff --git a/profiles.html b/profiles.html
index a6b600b..ea24005 100644
--- a/profiles.html
+++ b/profiles.html
@@ -376,8 +376,8 @@ <h1>Learner Profiles</h1>
   "url": "https://avallecam.github.io/research-compendium/profiles.html",
   "identifier": "https://avallecam.github.io/research-compendium/profiles.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/readmefile.html b/readmefile.html
index 0fd8a77..ce82d55 100644
--- a/readmefile.html
+++ b/readmefile.html
@@ -565,7 +565,7 @@ <h3 class="callout-title">How can I paste the CITATION in the README file?</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">
 <p>First, write a <code>inst/CITATION</code> file:</p>
 <div class="codewrapper sourceCode" id="cb4">
@@ -797,7 +797,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/readmefile.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 93fe25a..f0392f9 100644
--- a/reference.html
+++ b/reference.html
@@ -415,7 +415,7 @@ <h1>Reference</h1>
   "identifier": "https://avallecam.github.io/research-compendium/reference.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/reproducible.html b/reproducible.html
index 1d7551a..a3c529e 100644
--- a/reproducible.html
+++ b/reproducible.html
@@ -930,7 +930,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/reproducible.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/wrapup.html b/wrapup.html
index 4306bbb..117b615 100644
--- a/wrapup.html
+++ b/wrapup.html
@@ -530,7 +530,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://avallecam.github.io/research-compendium/wrapup.html",
   "dateCreated": "2023-08-29",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-09-17"
+  "datePublished": "2024-09-24"
 }
 
   </script><script>