diff --git a/404.html b/404.html
index 3e45ec76..deb7c383 100644
--- a/404.html
+++ b/404.html
@@ -258,7 +258,7 @@ <h1>Page not found</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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -280,8 +280,8 @@ <h1>Page not found</h1>
   "url": "https://epiverse-trace.github.io/tutorials/404.html",
   "identifier": "https://epiverse-trace.github.io/tutorials/404.html",
   "dateCreated": "2024-02-12",
-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 6b5b9fc5..386027e5 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -288,7 +288,7 @@ <h1>Contributor Code of Conduct</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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -311,7 +311,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://epiverse-trace.github.io/tutorials/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 9a221cbc..fe6ee8fa 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -336,7 +336,7 @@ <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>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -359,7 +359,7 @@ <h1>Licenses</h1>
   "identifier": "https://epiverse-trace.github.io/tutorials/LICENSE.html",
   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 569837ce..0d06f862 100644
--- a/aio.html
+++ b/aio.html
@@ -1413,7 +1413,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1">HINT : data format</h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>Ensure the data is in the correct format :</p>
 <ul>
@@ -1432,7 +1432,7 @@ <h4 class="accordion-header" id="headingHint1">HINT : data format</h4>
 <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">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>To estimate the effective reproduction number and growth rate, we
 will use the function <code>epinow()</code>.</p>
@@ -1580,7 +1580,7 @@ <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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -1603,8 +1603,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://epiverse-trace.github.io/tutorials/aio.html",
   "identifier": "https://epiverse-trace.github.io/tutorials/aio.html",
   "dateCreated": "2024-02-12",
-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/create-forecast.html b/create-forecast.html
index 4a17df5f..95125661 100644
--- a/create-forecast.html
+++ b/create-forecast.html
@@ -623,7 +623,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1">HINT : data format</h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>Ensure the data is in the correct format :</p>
 <ul><li>
@@ -640,7 +640,7 @@ <h4 class="accordion-header" id="headingHint1">HINT : data format</h4>
 <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">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>To estimate the effective reproduction number and growth rate, we
 will use the function <code>epinow()</code>.</p>
@@ -796,7 +796,7 @@ <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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -819,7 +819,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://epiverse-trace.github.io/tutorials/create-forecast.html",
   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index daa2ad07..90945bfa 100644
--- a/images.html
+++ b/images.html
@@ -305,7 +305,7 @@ <h3 id="create-forecast-figure-3">Figure 3</h3>
         <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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -328,8 +328,8 @@ <h3 id="create-forecast-figure-3">Figure 3</h3>
   "url": "https://epiverse-trace.github.io/tutorials/images.html",
   "identifier": "https://epiverse-trace.github.io/tutorials/images.html",
   "dateCreated": "2024-02-12",
-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 209c592f..57037476 100644
--- a/index.html
+++ b/index.html
@@ -422,7 +422,7 @@ <h3 id="download-the-data">Download the data<a class="anchor" aria-label="anchor
         <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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -444,8 +444,8 @@ <h3 id="download-the-data">Download the data<a class="anchor" aria-label="anchor
   "url": "https://epiverse-trace.github.io/tutorials/index.html",
   "identifier": "https://epiverse-trace.github.io/tutorials/index.html",
   "dateCreated": "2024-02-12",
-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index d81cf03b..fbf6dc0c 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -295,7 +295,7 @@ <h1>Instructor Notes</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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -318,8 +318,8 @@ <h1>Instructor Notes</h1>
   "url": "https://epiverse-trace.github.io/tutorials/instructor-notes.html",
   "identifier": "https://epiverse-trace.github.io/tutorials/instructor-notes.html",
   "dateCreated": "2024-02-12",
-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index dbe11e72..bb6dc8b4 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -258,7 +258,7 @@ <h1>Page not found</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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -280,8 +280,8 @@ <h1>Page not found</h1>
   "url": "https://epiverse-trace.github.io/tutorials/instructor/404.html",
   "identifier": "https://epiverse-trace.github.io/tutorials/instructor/404.html",
   "dateCreated": "2024-02-12",
-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 85036429..cb0ff1d3 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -290,7 +290,7 @@ <h1>Contributor Code of Conduct</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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -313,7 +313,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://epiverse-trace.github.io/tutorials/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 31034ea6..74b2aa8a 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -338,7 +338,7 @@ <h1>Licenses</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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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 	<div id="to-top">
@@ -361,7 +361,7 @@ <h1>Licenses</h1>
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   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
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diff --git a/instructor/aio.html b/instructor/aio.html
index d154686a..cac273a2 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -1432,7 +1432,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
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 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
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 <p>Ensure the data is in the correct format :</p>
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-<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>To estimate the effective reproduction number and growth rate, we
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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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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@@ -1622,8 +1622,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/instructor/create-forecast.html b/instructor/create-forecast.html
index dc4ec19e..5611771d 100644
--- a/instructor/create-forecast.html
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@@ -625,7 +625,7 @@ <h3 class="callout-title">Challenge<a class="anchor" aria-label="anchor" href="#
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   <h4 class="accordion-header" id="headingHint1">HINT : data format</h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>Ensure the data is in the correct format :</p>
 <ul><li>
@@ -642,7 +642,7 @@ <h4 class="accordion-header" id="headingHint1">HINT : data format</h4>
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   <h4 class="accordion-header" id="headingSolution1">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>To estimate the effective reproduction number and growth rate, we
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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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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 	<div id="to-top">
@@ -821,7 +821,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index b1b5a197..fc68eb17 100644
--- a/instructor/images.html
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@@ -307,7 +307,7 @@ <h3 id="create-forecast-figure-3">Figure 3</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>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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@@ -330,8 +330,8 @@ <h3 id="create-forecast-figure-3">Figure 3</h3>
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   "dateCreated": "2024-02-12",
-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
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diff --git a/instructor/index.html b/instructor/index.html
index 08b74eed..1c75b4a8 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -474,7 +474,7 @@ <h3 id="download-the-data">Download the data<a class="anchor" aria-label="anchor
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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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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 	<div id="to-top">
@@ -496,8 +496,8 @@ <h3 id="download-the-data">Download the data<a class="anchor" aria-label="anchor
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-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
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diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index a5709aac..b4cb7167 100644
--- a/instructor/instructor-notes.html
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@@ -308,7 +308,7 @@ <h3 id="quantify-transmissibility-headingInstructor1">
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
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 }
 
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diff --git a/instructor/key-points.html b/instructor/key-points.html
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@@ -301,7 +301,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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@@ -324,8 +324,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
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diff --git a/instructor/profiles.html b/instructor/profiles.html
index 8bc4b09c..91ae1c3d 100644
--- a/instructor/profiles.html
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@@ -249,7 +249,7 @@ <h1>Learner Profiles</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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -271,8 +271,8 @@ <h1>Learner Profiles</h1>
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   "identifier": "https://epiverse-trace.github.io/tutorials/instructor/profiles.html",
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-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/instructor/quantify-transmissibility.html b/instructor/quantify-transmissibility.html
index fb9f862e..d6e119e8 100644
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@@ -993,7 +993,7 @@ <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>
-        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1016,7 +1016,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
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diff --git a/instructor/reference.html b/instructor/reference.html
index b62cf153..0ec7eea1 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -541,7 +541,7 @@ <h1>Glossary of Terms: Epiverse-TRACE</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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -564,7 +564,7 @@ <h1>Glossary of Terms: Epiverse-TRACE</h1>
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   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
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diff --git a/key-points.html b/key-points.html
index ac7cb009..5762b6f9 100644
--- a/key-points.html
+++ b/key-points.html
@@ -299,7 +299,7 @@ <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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -322,8 +322,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://epiverse-trace.github.io/tutorials/key-points.html",
   "identifier": "https://epiverse-trace.github.io/tutorials/key-points.html",
   "dateCreated": "2024-02-12",
-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index d16895a2..43d496c0 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-03-05T19:17Z
+last_built: 2024-03-12T00:57Z
 
diff --git a/profiles.html b/profiles.html
index 8243778b..ada98824 100644
--- a/profiles.html
+++ b/profiles.html
@@ -249,7 +249,7 @@ <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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -271,8 +271,8 @@ <h1>Learner Profiles</h1>
   "url": "https://epiverse-trace.github.io/tutorials/profiles.html",
   "identifier": "https://epiverse-trace.github.io/tutorials/profiles.html",
   "dateCreated": "2024-02-12",
-  "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "dateModified": "2024-03-12",
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/quantify-transmissibility.html b/quantify-transmissibility.html
index 68056fb7..b4ec494b 100644
--- a/quantify-transmissibility.html
+++ b/quantify-transmissibility.html
@@ -976,7 +976,7 @@ <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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -999,7 +999,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://epiverse-trace.github.io/tutorials/quantify-transmissibility.html",
   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 74eed440..455fc58f 100644
--- a/reference.html
+++ b/reference.html
@@ -539,7 +539,7 @@ <h1>Glossary of Terms: Epiverse-TRACE</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 (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/6a0023c1dbaf9f6936e161364a80c6971777ee46" class="external-link">pegboard (0.7.4.9000)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
+        <p>Built with <a href="https://github.com/epiverse-trace/sandpaper/tree/patch-renv-github-bug" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/e9ca729c7db3ca97f016480679f9f58d115d2721" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/epiverse-trace/varnish/tree/epiversetheme" class="external-link">varnish (1.0.1.9000)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -562,7 +562,7 @@ <h1>Glossary of Terms: Epiverse-TRACE</h1>
   "identifier": "https://epiverse-trace.github.io/tutorials/reference.html",
   "dateCreated": "2024-02-12",
   "dateModified": "2024-03-05",
-  "datePublished": "2024-03-05"
+  "datePublished": "2024-03-12"
 }
 
   </script><script>
diff --git a/renv.lock b/renv.lock
index c7458937..c1b937e5 100644
--- a/renv.lock
+++ b/renv.lock
@@ -1,6 +1,6 @@
 {
   "R": {
-    "Version": "4.3.2",
+    "Version": "4.3.3",
     "Repositories": [
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         "Name": "carpentries",