diff --git a/404.html b/404.html
index fb898b8..7dd25e6 100644
--- a/404.html
+++ b/404.html
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diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index bb50055..19315cf 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -286,7 +286,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -349,7 +349,7 @@ <h1>Contributor Code of Conduct</h1>
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -371,8 +371,8 @@ <h1>Contributor Code of Conduct</h1>
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   "identifier": "https://avallecam.github.io/research-compendium/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-08-29",
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+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
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diff --git a/LICENSE.html b/LICENSE.html
index a0820c3..5ded0b0 100644
--- a/LICENSE.html
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@@ -286,7 +286,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -396,7 +396,7 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -418,8 +418,8 @@ <h1>Licenses</h1>
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   "identifier": "https://avallecam.github.io/research-compendium/LICENSE.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
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diff --git a/aio.html b/aio.html
index f94d730..00f96f0 100644
--- a/aio.html
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@@ -340,7 +340,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         
 <section id="aio-beforestart"><p>Content from <a href="beforestart.html">Before we start</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/beforestart.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -452,7 +452,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
  -->
 </section></section><section id="aio-introduction"><p>Content from <a href="introduction.html">Introduction</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -648,7 +648,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 </section></section><section id="aio-compendium"><p>Content from <a href="compendium.html">Research compendium</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/compendium.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -954,7 +954,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 </section></section><section id="aio-reproducible"><p>Content from <a href="reproducible.html">Reproducible analysis</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/reproducible.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1511,7 +1511,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 </section></section><section id="aio-readmefile"><p>Content from <a href="readmefile.html">README files</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/readmefile.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1741,7 +1741,7 @@ <h3 class="callout-title">How can I paste the CITATION in the README file?<a cla
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 </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>First, write a <code>inst/CITATION</code> file:</p>
 <div class="codewrapper sourceCode" id="cb4">
@@ -1940,7 +1940,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 </section></section><section id="aio-wrapup"><p>Content from <a href="wrapup.html">Wrap up</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/wrapup.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -2078,7 +2078,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 </section></section><section id="aio-appendix"><p>Content from <a href="appendix.html">Appendix</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/appendix.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -2350,7 +2350,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 </section></section><section id="aio-definitions"><p>Content from <a href="definitions.html">Definitions</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/definitions.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -2541,7 +2541,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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@@ -2564,8 +2564,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/appendix.html b/appendix.html
index d242a53..d9bc950 100644
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@@ -300,7 +300,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Appendix</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/appendix.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -588,7 +588,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 	<div id="to-top">
@@ -610,8 +610,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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   "identifier": "https://avallecam.github.io/research-compendium/appendix.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
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diff --git a/beforestart.html b/beforestart.html
index 6d172e6..e2fa61e 100644
--- a/beforestart.html
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@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Before we start</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/beforestart.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -438,7 +438,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 	<div id="to-top">
@@ -460,8 +460,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://avallecam.github.io/research-compendium/beforestart.html",
   "identifier": "https://avallecam.github.io/research-compendium/beforestart.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
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diff --git a/compendium.html b/compendium.html
index 0514b3b..ec900e6 100644
--- a/compendium.html
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@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Research compendium</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/compendium.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -606,7 +606,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 	<div id="to-top">
@@ -628,8 +628,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/definitions.html b/definitions.html
index 7d75887..143f68a 100644
--- a/definitions.html
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@@ -298,7 +298,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Definitions</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/definitions.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -479,7 +479,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 	<div id="to-top">
@@ -501,8 +501,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 }
 
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diff --git a/images.html b/images.html
index 774b399..a22ce79 100644
--- a/images.html
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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@@ -481,8 +481,8 @@ <h3 id="appendix-figure-5">Figure 5</h3>
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diff --git a/index.html b/index.html
index ce693f2..9093b59 100644
--- a/index.html
+++ b/index.html
@@ -720,7 +720,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -742,8 +742,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
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-  "dateModified": "2024-06-25",
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 }
 
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diff --git a/instructor-notes.html b/instructor-notes.html
index 903e756..cbd31d6 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -371,7 +371,7 @@ <h1>Instructor Notes</h1>
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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@@ -394,8 +394,8 @@ <h1>Instructor Notes</h1>
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-  "dateModified": "2024-06-25",
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+  "dateModified": "2024-07-02",
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diff --git a/instructor/404.html b/instructor/404.html
index e7d637c..e422e91 100644
--- a/instructor/404.html
+++ b/instructor/404.html
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 	<div id="to-top">
@@ -352,8 +352,8 @@ <h1>Page not found</h1>
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 }
 
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 08bd896..ce037bc 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -286,7 +286,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -351,7 +351,7 @@ <h1>Contributor Code of Conduct</h1>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -373,8 +373,8 @@ <h1>Contributor Code of Conduct</h1>
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diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 64bd68d..f1d1319 100644
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -398,7 +398,7 @@ <h1>Licenses</h1>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -420,8 +420,8 @@ <h1>Licenses</h1>
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   "identifier": "https://avallecam.github.io/research-compendium/instructor/LICENSE.html",
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-  "dateModified": "2024-05-21",
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diff --git a/instructor/aio.html b/instructor/aio.html
index 12378ae..7981bc5 100644
--- a/instructor/aio.html
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@@ -344,7 +344,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         
 <section id="aio-beforestart"><p>Content from <a href="beforestart.html">Before we start</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/beforestart.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 10 minutes</p>
@@ -457,7 +457,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 </section></section><section id="aio-introduction"><p>Content from <a href="introduction.html">Introduction</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 10 minutes</p>
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 <div class="accordion-body">
 <p>The questions above are self-assessment questions to let the
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-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
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 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 30 minutes</p>
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 </section></section><section id="aio-reproducible"><p>Content from <a href="reproducible.html">Reproducible analysis</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
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 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 60 minutes</p>
@@ -1561,7 +1561,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 </section></section><section id="aio-readmefile"><p>Content from <a href="readmefile.html">README files</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/readmefile.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 45 minutes</p>
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 <div class="accordion-body">
 <p>The <a href="https://usethis.r-lib.org" class="external-link">usethis</a> package provides control of flow
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 <div class="accordion-body">
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-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
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 <div class="accordion-body">
 <p>Contributing guides and Function documentation are also visible in a
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 </section></section><section id="aio-wrapup"><p>Content from <a href="wrapup.html">Wrap up</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/wrapup.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
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 </section></section><section id="aio-appendix"><p>Content from <a href="appendix.html">Appendix</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/appendix.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -2463,7 +2463,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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 </section></section><section id="aio-definitions"><p>Content from <a href="definitions.html">Definitions</a></p>
 <hr>
-<p>Last updated on 2024-05-21 |
+<p>Last updated on 2024-07-02 |
         
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 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 10 minutes</p>
@@ -2655,7 +2655,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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@@ -2678,8 +2678,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/instructor/appendix.html b/instructor/appendix.html
index d4cb27e..6c970b5 100644
--- a/instructor/appendix.html
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@@ -300,7 +300,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Appendix</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/appendix.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -623,7 +623,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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@@ -645,8 +645,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/instructor/beforestart.html b/instructor/beforestart.html
index e7ad23f..20e41be 100644
--- a/instructor/beforestart.html
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@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Before we start</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/beforestart.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -440,7 +440,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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@@ -462,8 +462,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/instructor/compendium.html b/instructor/compendium.html
index fb72efa..082a0a6 100644
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@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Research compendium</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/compendium.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -629,7 +629,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 	<div id="to-top">
@@ -651,8 +651,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/instructor/definitions.html b/instructor/definitions.html
index f3ef58d..4466955 100644
--- a/instructor/definitions.html
+++ b/instructor/definitions.html
@@ -298,7 +298,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Definitions</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/definitions.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -481,7 +481,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -503,8 +503,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://avallecam.github.io/research-compendium/instructor/definitions.html",
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-  "dateModified": "2024-05-21",
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 }
 
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diff --git a/instructor/images.html b/instructor/images.html
index 2f1949f..e54efe7 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -462,7 +462,7 @@ <h3 id="appendix-figure-5">Figure 5</h3>
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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@@ -485,8 +485,8 @@ <h3 id="appendix-figure-5">Figure 5</h3>
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-  "dateModified": "2024-06-25",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
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diff --git a/instructor/index.html b/instructor/index.html
index 23989fd..ed91476 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -813,7 +813,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 	<div id="to-top">
@@ -835,8 +835,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
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 }
 
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diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 00bf3da..b39039e 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -450,7 +450,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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@@ -473,8 +473,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
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diff --git a/instructor/introduction.html b/instructor/introduction.html
index a3435ff..f7b58da 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Introduction</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -424,7 +424,7 @@ <h3 class="callout-title">Discussion<a class="anchor" aria-label="anchor" href="
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 </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>The questions above are self-assessment questions to let the
 participants hear and report back on their or others’ practices. This
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 	<div id="to-top">
@@ -558,8 +558,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
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 }
 
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diff --git a/instructor/key-points.html b/instructor/key-points.html
index 4556054..25b6871 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -454,7 +454,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -477,8 +477,8 @@ <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": "2024-06-25",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/instructor/materials.html b/instructor/materials.html
index a7c9469..20ede91 100644
--- a/instructor/materials.html
+++ b/instructor/materials.html
@@ -286,7 +286,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Instructor Materials</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/instructors/materials.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -352,7 +352,7 @@ <h1>Instructor Materials</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -374,8 +374,8 @@ <h1>Instructor Materials</h1>
   "url": "https://avallecam.github.io/research-compendium/instructor/materials.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/materials.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 204bd58..c61418c 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -301,7 +301,7 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -323,8 +323,8 @@ <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": "2024-06-25",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/instructor/readmefile.html b/instructor/readmefile.html
index b80d8f8..c8b5ec2 100644
--- a/instructor/readmefile.html
+++ b/instructor/readmefile.html
@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>README files</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/readmefile.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -409,7 +409,7 @@ <h3 class="callout-title">Callout<a class="anchor" aria-label="anchor" href="#ca
 <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>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
@@ -535,7 +535,7 @@ <h3 class="callout-title">How can I paste the CITATION in the README file?<a cla
 <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>First, write a <code>inst/CITATION</code> file:</p>
 <div class="codewrapper sourceCode" id="cb4">
@@ -636,7 +636,7 @@ <h3 class="callout-title">Checkpoint<a class="anchor" aria-label="anchor" href="
 <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>Contributing guides and Function documentation are also visible in a
 website format. Please look at the Appendix episode to learn how to do
@@ -764,7 +764,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -786,8 +786,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://avallecam.github.io/research-compendium/instructor/readmefile.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/readmefile.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 3c7de88..87f8aa1 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -286,7 +286,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reference</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -342,7 +342,7 @@ <h1>Reference</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -364,8 +364,8 @@ <h1>Reference</h1>
   "url": "https://avallecam.github.io/research-compendium/instructor/reference.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/reference.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/instructor/reproducible.html b/instructor/reproducible.html
index 6e9ce3f..0473267 100644
--- a/instructor/reproducible.html
+++ b/instructor/reproducible.html
@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reproducible analysis</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/reproducible.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -867,7 +867,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -889,8 +889,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://avallecam.github.io/research-compendium/instructor/reproducible.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/reproducible.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/instructor/wrapup.html b/instructor/wrapup.html
index bfe924e..c12f6dd 100644
--- a/instructor/wrapup.html
+++ b/instructor/wrapup.html
@@ -301,7 +301,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Wrap up</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/wrapup.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -464,7 +464,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -486,8 +486,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://avallecam.github.io/research-compendium/instructor/wrapup.html",
   "identifier": "https://avallecam.github.io/research-compendium/instructor/wrapup.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/introduction.html b/introduction.html
index c18a779..2a31614 100644
--- a/introduction.html
+++ b/introduction.html
@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Introduction</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/introduction.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -519,7 +519,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -541,8 +541,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://avallecam.github.io/research-compendium/introduction.html",
   "identifier": "https://avallecam.github.io/research-compendium/introduction.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 9a22cf0..7b484ae 100644
--- a/key-points.html
+++ b/key-points.html
@@ -450,7 +450,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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@@ -473,8 +473,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "identifier": "https://avallecam.github.io/research-compendium/key-points.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-06-25",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
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diff --git a/materials.html b/materials.html
index 1874e2a..f211a35 100644
--- a/materials.html
+++ b/materials.html
@@ -286,7 +286,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Instructor Materials</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/instructors/materials.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -350,7 +350,7 @@ <h1>Instructor Materials</h1>
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -372,8 +372,8 @@ <h1>Instructor Materials</h1>
   "url": "https://avallecam.github.io/research-compendium/materials.html",
   "identifier": "https://avallecam.github.io/research-compendium/materials.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
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index 68d36d5..05d0d0b 100644
--- a/md5sum.txt
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diff --git a/pkgdown.yml b/pkgdown.yml
index 56e0abc..1341e36 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.9
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-06-25T00:56Z
+last_built: 2024-07-02T01:03Z
 
diff --git a/profiles.html b/profiles.html
index cc9c981..02d140c 100644
--- a/profiles.html
+++ b/profiles.html
@@ -301,7 +301,7 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -323,8 +323,8 @@ <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": "2024-06-25",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/readmefile.html b/readmefile.html
index 096bd4d..91c53d6 100644
--- a/readmefile.html
+++ b/readmefile.html
@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>README files</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/readmefile.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -519,7 +519,7 @@ <h3 class="callout-title">How can I paste the CITATION in the README file?<a cla
 <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>First, write a <code>inst/CITATION</code> file:</p>
 <div class="codewrapper sourceCode" id="cb4">
@@ -735,7 +735,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -757,8 +757,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://avallecam.github.io/research-compendium/readmefile.html",
   "identifier": "https://avallecam.github.io/research-compendium/readmefile.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index c7ec95d..2670a36 100644
--- a/reference.html
+++ b/reference.html
@@ -286,7 +286,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reference</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -340,7 +340,7 @@ <h1>Reference</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -362,8 +362,8 @@ <h1>Reference</h1>
   "url": "https://avallecam.github.io/research-compendium/reference.html",
   "identifier": "https://avallecam.github.io/research-compendium/reference.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/reproducible.html b/reproducible.html
index c64e0df..74bf719 100644
--- a/reproducible.html
+++ b/reproducible.html
@@ -299,7 +299,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Reproducible analysis</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/reproducible.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -865,7 +865,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -887,8 +887,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://avallecam.github.io/research-compendium/reproducible.html",
   "identifier": "https://avallecam.github.io/research-compendium/reproducible.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/wrapup.html b/wrapup.html
index 183188f..0045668 100644
--- a/wrapup.html
+++ b/wrapup.html
@@ -301,7 +301,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Wrap up</h1>
-        <p>Last updated on 2024-05-21 |
+        <p>Last updated on 2024-07-02 |
         
         <a href="https://github.com/avallecam/research-compendium/edit/main/episodes/wrapup.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
         
@@ -462,7 +462,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/a32a7836d4455f407c3cafe8ab95edc636e5e919" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/ad2542f7f7b9c3f90cc871b355ff81ec14a09ca9" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.2)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -484,8 +484,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://avallecam.github.io/research-compendium/wrapup.html",
   "identifier": "https://avallecam.github.io/research-compendium/wrapup.html",
   "dateCreated": "2023-08-29",
-  "dateModified": "2024-05-21",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>