diff --git a/404.html b/404.html
index ff2cf8c..1c292bd 100644
--- a/404.html
+++ b/404.html
@@ -277,8 +277,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/404.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/404.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 6781357..621a742 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -220,7 +220,7 @@ <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 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -299,8 +299,8 @@ <h1>Contributor Code of Conduct</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/CODE_OF_CONDUCT.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/CODE_OF_CONDUCT.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index b2ef3d2..0ae35eb 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -220,7 +220,7 @@ <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 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -351,8 +351,8 @@ <h1>Licenses</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/LICENSE.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/LICENSE.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/NEWS.html b/NEWS.html
index 533e737..6ddbc0c 100644
--- a/NEWS.html
+++ b/NEWS.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/NEWS.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -292,8 +292,8 @@ <h1></h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/NEWS.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/NEWS.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/data.html b/data.html
index ddda980..db2a3e7 100644
--- a/data.html
+++ b/data.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Workshop Data</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/data.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -351,8 +351,8 @@ <h3 class="callout-title">Portal Project Teaching Dataset<a class="anchor" aria-
   "url": "https://datacarpentry.github.io/ecology-workshop/data.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/data.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/discuss.html b/discuss.html
index 00a2ce3..a210a59 100644
--- a/discuss.html
+++ b/discuss.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Discussion</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/discuss.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -292,8 +292,8 @@ <h1>Discussion</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/discuss.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/discuss.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/in.html b/in.html
index 3288ba1..fc1e53a 100644
--- a/in.html
+++ b/in.html
@@ -220,7 +220,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/in.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -298,8 +298,8 @@ <h2 id="prerequisites">Prerequisites</h2>
   "url": "https://datacarpentry.github.io/ecology-workshop/in.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/in.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 23a2826..95fcc2c 100644
--- a/index.html
+++ b/index.html
@@ -352,8 +352,8 @@ <h1 id="workshop-overview">Workshop Overview<a class="anchor" aria-label="anchor
   "url": "https://datacarpentry.github.io/ecology-workshop/index.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/index.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 85259dc..b84276a 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -260,8 +260,8 @@ <h1>Instructor Notes</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor-notes.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor-notes.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index d27b1b9..5b45484 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -271,8 +271,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/404.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/404.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index ce3d138..164af03 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -214,7 +214,7 @@ <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 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -295,8 +295,8 @@ <h1>Contributor Code of Conduct</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/CODE_OF_CONDUCT.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index c35a4a5..abc2a20 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -214,7 +214,7 @@ <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 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -347,8 +347,8 @@ <h1>Licenses</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/LICENSE.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/LICENSE.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/NEWS.html b/instructor/NEWS.html
index f7a246c..30a94ba 100644
--- a/instructor/NEWS.html
+++ b/instructor/NEWS.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/NEWS.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -288,8 +288,8 @@ <h1></h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/NEWS.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/NEWS.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/data.html b/instructor/data.html
index d8af6e0..e32a94c 100644
--- a/instructor/data.html
+++ b/instructor/data.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Workshop Data</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/data.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -347,8 +347,8 @@ <h3 class="callout-title">Portal Project Teaching Dataset<a class="anchor" aria-
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/data.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/data.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/discuss.html b/instructor/discuss.html
index 63a0b6d..096ff18 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Discussion</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/discuss.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -288,8 +288,8 @@ <h1>Discussion</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/discuss.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/discuss.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/in.html b/instructor/in.html
index 5bc218f..a4b875c 100644
--- a/instructor/in.html
+++ b/instructor/in.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/in.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -294,8 +294,8 @@ <h2 id="prerequisites">Prerequisites</h2>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/in.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/in.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 27c26fe..6d09aa4 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -351,8 +351,8 @@ <h1 id="workshop-overview">Workshop Overview<a class="anchor" aria-label="anchor
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/index.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/index.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 5493c75..6167cb1 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -254,8 +254,8 @@ <h1>Instructor Notes</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/instructor-notes.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/instructor-notes.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index cc987b2..08ccac5 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -254,8 +254,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/profiles.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/profiles.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 9137397..bc60b8b 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Glossary</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -288,8 +288,8 @@ <h1>Glossary</h1>
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/reference.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/reference.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/setup-python-workshop.html b/instructor/setup-python-workshop.html
index 00464ad..cb37b2f 100644
--- a/instructor/setup-python-workshop.html
+++ b/instructor/setup-python-workshop.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Setup for Python workshops</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/setup-python-workshop.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -248,7 +248,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
   Anaconda installation
   </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
 <div class="accordion-body">
 <p>Download and install <a href="https://www.anaconda.com/download" class="external-link">Anaconda</a>. Remember to
 choose the installer for Python 3.x. Anaconda does not include the
@@ -271,7 +271,7 @@ <h3 class="accordion-header" id="headingSpoiler2">
   Miniconda installation
   </h3>
 </button>
-<div id="collapseSpoiler2" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler2" aria-labelledby="headingSpoiler2">
+<div id="collapseSpoiler2" class="accordion-collapse collapse" aria-labelledby="headingSpoiler2" data-bs-parent="#accordionSpoiler2">
 <div class="accordion-body">
 <p>Miniconda is a “light” version of Anaconda. If you install and use
 Miniconda you will also need to install the workshop packages.</p>
@@ -459,8 +459,8 @@ <h3 id="openrefine">OpenRefine<a class="anchor" aria-label="anchor" href="#openr
   "url": "https://datacarpentry.github.io/ecology-workshop/instructor/setup-python-workshop.html",
   "identifier": "https://datacarpentry.github.io/ecology-workshop/instructor/setup-python-workshop.html",
   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
+  "dateModified": "2024-08-06",
+  "datePublished": "2024-08-06"
 }
 
   </script><script>
diff --git a/instructor/setup-r-workshop.html b/instructor/setup-r-workshop.html
index 2e07eba..1568e1a 100644
--- a/instructor/setup-r-workshop.html
+++ b/instructor/setup-r-workshop.html
@@ -214,7 +214,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Setup for R workshops</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/setup-r-workshop.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -249,7 +249,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
   If you already have R and RStudio installed
   </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
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 <div class="accordion-body">
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@@ -276,7 +276,7 @@ <h3 class="accordion-header" id="headingSpoiler2">
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 </button>
-<div id="collapseSpoiler2" class="accordion-collapse collapse" aria-labelledby="headingSpoiler2" data-bs-parent="#accordionSpoiler2">
+<div id="collapseSpoiler2" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler2" aria-labelledby="headingSpoiler2">
 <div class="accordion-body">
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@@ -306,7 +306,7 @@ <h3 class="accordion-header" id="headingSpoiler3">
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 </button>
-<div id="collapseSpoiler3" class="accordion-collapse collapse" aria-labelledby="headingSpoiler3" data-bs-parent="#accordionSpoiler3">
+<div id="collapseSpoiler3" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler3" aria-labelledby="headingSpoiler3">
 <div class="accordion-body">
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 <p>Open RStudio, and click on “Help” &gt; “Check for updates”. If a
@@ -333,7 +333,7 @@ <h3 class="accordion-header" id="headingSpoiler4">
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   </h3>
 </button>
-<div id="collapseSpoiler4" class="accordion-collapse collapse" aria-labelledby="headingSpoiler4" data-bs-parent="#accordionSpoiler4">
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 <div class="accordion-body">
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diff --git a/pkgdown.yml b/pkgdown.yml
index 485737a..5402da7 100644
--- a/pkgdown.yml
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@@ -2,4 +2,4 @@ pandoc: 3.1.11
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diff --git a/profiles.html b/profiles.html
index e80ff35..cc0490e 100644
--- a/profiles.html
+++ b/profiles.html
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   "dateCreated": "2015-12-12",
-  "dateModified": "2024-07-30",
-  "datePublished": "2024-07-30"
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diff --git a/reference.html b/reference.html
index 8e9c6d4..d365b8d 100644
--- a/reference.html
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         <h1>Glossary</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/learners/reference.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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diff --git a/setup-python-workshop.html b/setup-python-workshop.html
index bc2a518..2aa4221 100644
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       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Setup for Python workshops</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/setup-python-workshop.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -252,7 +252,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
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   </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
 <div class="accordion-body">
 <p>Download and install <a href="https://www.anaconda.com/download" class="external-link">Anaconda</a>. Remember to
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@@ -275,7 +275,7 @@ <h3 class="accordion-header" id="headingSpoiler2">
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   </h3>
 </button>
-<div id="collapseSpoiler2" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler2" aria-labelledby="headingSpoiler2">
+<div id="collapseSpoiler2" class="accordion-collapse collapse" aria-labelledby="headingSpoiler2" data-bs-parent="#accordionSpoiler2">
 <div class="accordion-body">
 <p>Miniconda is a “light” version of Anaconda. If you install and use
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diff --git a/setup-r-workshop.html b/setup-r-workshop.html
index 5da9324..df68e42 100644
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       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Setup for R workshops</h1>
-        <p>Last updated on 2024-07-30 |
+        <p>Last updated on 2024-08-06 |
 
         <a href="https://github.com/datacarpentry/ecology-workshop/edit/main/setup-r-workshop.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -253,7 +253,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
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   </h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <ul><li><p>Open RStudio, and click on “Help” &gt; “Check for updates”. If a
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@@ -280,7 +280,7 @@ <h3 class="accordion-header" id="headingSpoiler2">
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   </h3>
 </button>
-<div id="collapseSpoiler2" class="accordion-collapse collapse" aria-labelledby="headingSpoiler2" data-bs-parent="#accordionSpoiler2">
+<div id="collapseSpoiler2" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler2" aria-labelledby="headingSpoiler2">
 <div class="accordion-body">
 <ul><li><p>Download R from the <a href="https://cran.r-project.org/bin/windows/base/release.htm" class="external-link">CRAN
 website</a>.</p></li>
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   </h3>
 </button>
-<div id="collapseSpoiler3" class="accordion-collapse collapse" aria-labelledby="headingSpoiler3" data-bs-parent="#accordionSpoiler3">
+<div id="collapseSpoiler3" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler3" aria-labelledby="headingSpoiler3">
 <div class="accordion-body">
 <ul><li>
 <p>Open RStudio, and click on “Help” &gt; “Check for updates”. If a
@@ -337,7 +337,7 @@ <h3 class="accordion-header" id="headingSpoiler4">
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   </h3>
 </button>
-<div id="collapseSpoiler4" class="accordion-collapse collapse" aria-labelledby="headingSpoiler4" data-bs-parent="#accordionSpoiler4">
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 <div class="accordion-body">
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@@ -549,8 +549,8 @@ <h3 id="openrefine">OpenRefine<a class="anchor" aria-label="anchor" href="#openr
   "url": "https://datacarpentry.github.io/ecology-workshop/setup-r-workshop.html",
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