diff --git a/01-introduction.html b/01-introduction.html
index c75936f0..92563a2f 100644
--- a/01-introduction.html
+++ b/01-introduction.html
@@ -624,7 +624,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/01-introduction.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/02-importing-data.html b/02-importing-data.html
index 9889a7d3..500724ab 100644
--- a/02-importing-data.html
+++ b/02-importing-data.html
@@ -593,7 +593,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/02-importing-data.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-11-16",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/03-working-with-data.html b/03-working-with-data.html
index 1bc241ee..8c89c573 100644
--- a/03-working-with-data.html
+++ b/03-working-with-data.html
@@ -702,7 +702,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/03-working-with-data.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2024-02-09",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/04-faceting-and-filtering.html b/04-faceting-and-filtering.html
index 8fd056b2..092cf3c2 100644
--- a/04-faceting-and-filtering.html
+++ b/04-faceting-and-filtering.html
@@ -715,7 +715,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/04-faceting-and-filtering.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-11-28",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/05-clustering.html b/05-clustering.html
index e015f04b..5c23da0c 100644
--- a/05-clustering.html
+++ b/05-clustering.html
@@ -537,7 +537,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/05-clustering.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-10-25",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/06-working-with-columns.html b/06-working-with-columns.html
index d4b558c0..e31bc42d 100644
--- a/06-working-with-columns.html
+++ b/06-working-with-columns.html
@@ -521,7 +521,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/06-working-with-columns.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2024-01-11",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/07-introduction-to-transformations.html b/07-introduction-to-transformations.html
index 46223d80..b2114f36 100644
--- a/07-introduction-to-transformations.html
+++ b/07-introduction-to-transformations.html
@@ -555,7 +555,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/07-introduction-to-transformations.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/08-writing-transformations.html b/08-writing-transformations.html
index bee4785e..ae274c31 100644
--- a/08-writing-transformations.html
+++ b/08-writing-transformations.html
@@ -543,7 +543,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/08-writing-transformations.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/09-undo-and-redo.html b/09-undo-and-redo.html
index fb07b75c..b16e5ddc 100644
--- a/09-undo-and-redo.html
+++ b/09-undo-and-redo.html
@@ -521,7 +521,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/09-undo-and-redo.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/10-data-transformation.html b/10-data-transformation.html
index 301780e9..9752b236 100644
--- a/10-data-transformation.html
+++ b/10-data-transformation.html
@@ -658,7 +658,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/10-data-transformation.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-26",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/11-using-arrays-transformations.html b/11-using-arrays-transformations.html
index bc589312..462ba075 100644
--- a/11-using-arrays-transformations.html
+++ b/11-using-arrays-transformations.html
@@ -642,7 +642,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/11-using-arrays-transformations.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2024-06-13",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/12-export-transformation.html b/12-export-transformation.html
index 005269c7..5a0891dd 100644
--- a/12-export-transformation.html
+++ b/12-export-transformation.html
@@ -512,7 +512,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/12-export-transformation.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/13-looking-up-data.html b/13-looking-up-data.html
index d5fb2c0e..b60dc527 100644
--- a/13-looking-up-data.html
+++ b/13-looking-up-data.html
@@ -780,7 +780,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/13-looking-up-data.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2024-05-08",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index f6ca4a04..a4bafc18 100644
--- a/404.html
+++ b/404.html
@@ -442,8 +442,8 @@ <h1>Page not found</h1>
   "url": "https://librarycarpentry.github.io/lc-open-refine/404.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/404.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 5b81bbad..0cf4ddeb 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -448,7 +448,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/CODE_OF_CONDUCT.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 3be283e5..d8eea969 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -499,7 +499,7 @@ <h1>Licenses</h1>
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/LICENSE.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index e4e4ac85..616f3a6d 100644
--- a/aio.html
+++ b/aio.html
@@ -3041,8 +3041,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://librarycarpentry.github.io/lc-open-refine/aio.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/aio.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/discuss.html b/discuss.html
index 3498390f..d90d1501 100644
--- a/discuss.html
+++ b/discuss.html
@@ -448,7 +448,7 @@ <h1>Discussion</h1>
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/discuss.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-10-20",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 14904cc6..6620a350 100644
--- a/images.html
+++ b/images.html
@@ -522,8 +522,8 @@ <h3 id="13-looking-up-data-figure-1">Figure 1</h3>
   "url": "https://librarycarpentry.github.io/lc-open-refine/images.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/images.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index e660d310..32e886ba 100644
--- a/index.html
+++ b/index.html
@@ -548,8 +548,8 @@ <h3 id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#g
   "url": "https://librarycarpentry.github.io/lc-open-refine/index.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/index.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 454cb099..0b847283 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -570,8 +570,8 @@ <h2 id="powerful-transformations">Powerful transformations<a class="anchor" aria
   "url": "https://librarycarpentry.github.io/lc-open-refine/instructor-notes.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor-notes.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/01-introduction.html b/instructor/01-introduction.html
index dd8ac607..782c2f0e 100644
--- a/instructor/01-introduction.html
+++ b/instructor/01-introduction.html
@@ -626,7 +626,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/01-introduction.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/02-importing-data.html b/instructor/02-importing-data.html
index 7c79068d..12a1b1e4 100644
--- a/instructor/02-importing-data.html
+++ b/instructor/02-importing-data.html
@@ -501,7 +501,7 @@ <h3 class="callout-title">Create your first OpenRefine project (using provided d
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>This is a good moment to review the points from <a href="01-introduction.html#what-should-i-know-when-working-with-openrefine">What
 Should I Know When Working with OpenRefine?</a></p>
@@ -533,7 +533,7 @@ <h3 id="going-further">Going Further<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" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
 <div class="accordion-body">
 <p>Carefully guide learners on how to revisit OpenRefine’s homepage to
 explore import options when creating new or re-opening existing
@@ -622,7 +622,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/02-importing-data.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-11-16",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/03-working-with-data.html b/instructor/03-working-with-data.html
index 3c09c03f..c19c96ad 100644
--- a/instructor/03-working-with-data.html
+++ b/instructor/03-working-with-data.html
@@ -704,7 +704,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/03-working-with-data.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2024-02-09",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/04-faceting-and-filtering.html b/instructor/04-faceting-and-filtering.html
index 87dd14c9..0730a7b3 100644
--- a/instructor/04-faceting-and-filtering.html
+++ b/instructor/04-faceting-and-filtering.html
@@ -717,7 +717,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/04-faceting-and-filtering.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-11-28",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/05-clustering.html b/instructor/05-clustering.html
index 20c4c2bf..aec34bd9 100644
--- a/instructor/05-clustering.html
+++ b/instructor/05-clustering.html
@@ -539,7 +539,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/05-clustering.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-10-25",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/06-working-with-columns.html b/instructor/06-working-with-columns.html
index 40e3a36e..deb95a18 100644
--- a/instructor/06-working-with-columns.html
+++ b/instructor/06-working-with-columns.html
@@ -543,7 +543,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/06-working-with-columns.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2024-01-11",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/07-introduction-to-transformations.html b/instructor/07-introduction-to-transformations.html
index 2061f2fd..cbb63155 100644
--- a/instructor/07-introduction-to-transformations.html
+++ b/instructor/07-introduction-to-transformations.html
@@ -557,7 +557,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/07-introduction-to-transformations.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/08-writing-transformations.html b/instructor/08-writing-transformations.html
index cf2819d7..eecea86c 100644
--- a/instructor/08-writing-transformations.html
+++ b/instructor/08-writing-transformations.html
@@ -545,7 +545,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/08-writing-transformations.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/09-undo-and-redo.html b/instructor/09-undo-and-redo.html
index 86582fff..5746d182 100644
--- a/instructor/09-undo-and-redo.html
+++ b/instructor/09-undo-and-redo.html
@@ -523,7 +523,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/09-undo-and-redo.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/10-data-transformation.html b/instructor/10-data-transformation.html
index ce27b613..6a964d34 100644
--- a/instructor/10-data-transformation.html
+++ b/instructor/10-data-transformation.html
@@ -660,7 +660,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/10-data-transformation.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-26",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/11-using-arrays-transformations.html b/instructor/11-using-arrays-transformations.html
index 9e2bd2bb..ce06f357 100644
--- a/instructor/11-using-arrays-transformations.html
+++ b/instructor/11-using-arrays-transformations.html
@@ -679,7 +679,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/11-using-arrays-transformations.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2024-06-13",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/12-export-transformation.html b/instructor/12-export-transformation.html
index 36585cc2..48e3e965 100644
--- a/instructor/12-export-transformation.html
+++ b/instructor/12-export-transformation.html
@@ -514,7 +514,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/12-export-transformation.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/13-looking-up-data.html b/instructor/13-looking-up-data.html
index 8e9fba0a..61900ef3 100644
--- a/instructor/13-looking-up-data.html
+++ b/instructor/13-looking-up-data.html
@@ -782,7 +782,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/13-looking-up-data.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2024-05-08",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 38dbe321..3207fef9 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -442,8 +442,8 @@ <h1>Page not found</h1>
   "url": "https://librarycarpentry.github.io/lc-open-refine/instructor/404.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/404.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 06c86533..0ae2ea37 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -450,7 +450,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index f863b2ea..61a377db 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -501,7 +501,7 @@ <h1>Licenses</h1>
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/LICENSE.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index dd634f6c..805af468 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -852,7 +852,7 @@ <h3 class="callout-title">Create your first OpenRefine project (using provided d
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>This is a good moment to review the points from <a href="01-introduction.html#what-should-i-know-when-working-with-openrefine">What
 Should I Know When Working with OpenRefine?</a></p>
@@ -889,7 +889,7 @@ <h3 id="going-further">Going Further<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" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
 <div class="accordion-body">
 <p>Carefully guide learners on how to revisit OpenRefine’s homepage to
 explore import options when creating new or re-opening existing
@@ -3138,8 +3138,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://librarycarpentry.github.io/lc-open-refine/instructor/aio.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/aio.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/discuss.html b/instructor/discuss.html
index 681350ac..c95d2cc4 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -450,7 +450,7 @@ <h1>Discussion</h1>
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/discuss.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-10-20",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index f0097aac..a79c20ed 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -524,8 +524,8 @@ <h3 id="13-looking-up-data-figure-1">Figure 1</h3>
   "url": "https://librarycarpentry.github.io/lc-open-refine/instructor/images.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/images.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 8d56ef5d..9332da6c 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -689,8 +689,8 @@ <h3 id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#g
   "url": "https://librarycarpentry.github.io/lc-open-refine/instructor/index.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/index.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 30b201fe..da6a308f 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -630,8 +630,8 @@ <h3 id="11-using-arrays-transformations-headingInstructor1">
   "url": "https://librarycarpentry.github.io/lc-open-refine/instructor/instructor-notes.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/instructor-notes.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index a862054a..ed630031 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -586,8 +586,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://librarycarpentry.github.io/lc-open-refine/instructor/key-points.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/key-points.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 794b2d17..d8fba893 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -399,8 +399,8 @@ <h1>Learner Profiles</h1>
   "url": "https://librarycarpentry.github.io/lc-open-refine/instructor/profiles.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/profiles.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 80b6e901..5d9fab07 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -443,7 +443,7 @@ <h1>Reference</h1>
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/instructor/reference.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 6acb8e39..37f42eeb 100644
--- a/key-points.html
+++ b/key-points.html
@@ -584,8 +584,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://librarycarpentry.github.io/lc-open-refine/key-points.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/key-points.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 0ebcbf56..ddf3479f 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.0
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-08-13T00:27Z
+last_built: 2024-08-20T00:26Z
diff --git a/profiles.html b/profiles.html
index 29e99db4..0a6ecf35 100644
--- a/profiles.html
+++ b/profiles.html
@@ -399,8 +399,8 @@ <h1>Learner Profiles</h1>
   "url": "https://librarycarpentry.github.io/lc-open-refine/profiles.html",
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/profiles.html",
   "dateCreated": "2018-04-12",
-  "dateModified": "2024-08-13",
-  "datePublished": "2024-08-13"
+  "dateModified": "2024-08-20",
+  "datePublished": "2024-08-20"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index c6c72d25..9672d29e 100644
--- a/reference.html
+++ b/reference.html
@@ -441,7 +441,7 @@ <h1>Reference</h1>
   "identifier": "https://librarycarpentry.github.io/lc-open-refine/reference.html",
   "dateCreated": "2018-04-12",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-08-13"
+  "datePublished": "2024-08-20"
 }
 
   </script><script>