From e0a09f41332f1e717138fb0f2c597860e14bdde9 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 26 Mar 2024 01:09:01 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : 242fdc40d057c7142fea0b79e080ea19d81e1b98
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2023-05-01 16:02:29 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : 3a2f02bd802cb7fed5aaffde1e5e44085073d6e0
Branch  : main
Author  : Zhian N. Kamvar <zkamvar@gmail.com>
Time    : 2023-05-01 15:51:55 +0000
Message : [custom] fix lesson contents
---
 01-introduction.html                               |  2 +-
 02-importing-data.html                             |  2 +-
 03-working-with-data.html                          |  2 +-
 04-faceting-and-filtering.html                     |  8 ++++----
 05-clustering.html                                 |  2 +-
 06-working-with-columns.html                       |  2 +-
 07-introduction-to-transformations.html            |  2 +-
 08-writing-transformations.html                    |  2 +-
 09-undo-and-redo.html                              |  2 +-
 10-data-transformation.html                        |  2 +-
 11-using-arrays-transformations.html               |  2 +-
 12-export-transformation.html                      |  2 +-
 13-looking-up-data.html                            |  2 +-
 404.html                                           |  4 ++--
 CODE_OF_CONDUCT.html                               |  2 +-
 LICENSE.html                                       |  2 +-
 aio.html                                           | 10 +++++-----
 discuss.html                                       |  2 +-
 images.html                                        |  4 ++--
 index.html                                         |  4 ++--
 instructor-notes.html                              |  4 ++--
 instructor/01-introduction.html                    |  2 +-
 instructor/02-importing-data.html                  |  2 +-
 instructor/03-working-with-data.html               |  2 +-
 instructor/04-faceting-and-filtering.html          |  8 ++++----
 instructor/05-clustering.html                      |  2 +-
 instructor/06-working-with-columns.html            |  2 +-
 instructor/07-introduction-to-transformations.html |  2 +-
 instructor/08-writing-transformations.html         |  2 +-
 instructor/09-undo-and-redo.html                   |  2 +-
 instructor/10-data-transformation.html             |  2 +-
 instructor/11-using-arrays-transformations.html    |  2 +-
 instructor/12-export-transformation.html           |  2 +-
 instructor/13-looking-up-data.html                 |  2 +-
 instructor/404.html                                |  4 ++--
 instructor/CODE_OF_CONDUCT.html                    |  2 +-
 instructor/LICENSE.html                            |  2 +-
 instructor/aio.html                                | 10 +++++-----
 instructor/discuss.html                            |  2 +-
 instructor/images.html                             |  4 ++--
 instructor/index.html                              |  4 ++--
 instructor/instructor-notes.html                   |  4 ++--
 instructor/key-points.html                         |  4 ++--
 instructor/profiles.html                           |  4 ++--
 instructor/reference.html                          |  2 +-
 key-points.html                                    |  4 ++--
 pkgdown.yml                                        |  2 +-
 profiles.html                                      |  4 ++--
 reference.html                                     |  2 +-
 49 files changed, 75 insertions(+), 75 deletions(-)

diff --git a/01-introduction.html b/01-introduction.html
index 7dd4634..c297d57 100644
--- a/01-introduction.html
+++ b/01-introduction.html
@@ -579,7 +579,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/01-introduction.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/02-importing-data.html b/02-importing-data.html
index 6aa159c..fbb339f 100644
--- a/02-importing-data.html
+++ b/02-importing-data.html
@@ -545,7 +545,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/02-importing-data.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/03-working-with-data.html b/03-working-with-data.html
index bca1d47..7e0e891 100644
--- a/03-working-with-data.html
+++ b/03-working-with-data.html
@@ -658,7 +658,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/03-working-with-data.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/04-faceting-and-filtering.html b/04-faceting-and-filtering.html
index 4418d1b..0e3b1e9 100644
--- a/04-faceting-and-filtering.html
+++ b/04-faceting-and-filtering.html
@@ -446,7 +446,7 @@ <h3 class="callout-title">Which licences are used for articles in this
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Create a facet for the ‘Licence’ column</li>
 <li>Sort values by <code>count</code>
@@ -538,7 +538,7 @@ <h3 class="callout-title">Find all publications without a DOI<a class="anchor" a
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>On the <code>DOI</code> column drop down and select
 <code>Facets &gt; Customized facets &gt; Facet by blank</code>
@@ -581,7 +581,7 @@ <h3 class="callout-title">Correct the Language values via a facet<a class="ancho
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3">Show me the solution</h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Create a Text facet on the Language column</li>
 <li>Notice that there is both <code>EN</code> and
@@ -671,7 +671,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/04-faceting-and-filtering.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/05-clustering.html b/05-clustering.html
index 0d41153..707ab29 100644
--- a/05-clustering.html
+++ b/05-clustering.html
@@ -491,7 +491,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/05-clustering.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/06-working-with-columns.html b/06-working-with-columns.html
index 2780f51..63dfba4 100644
--- a/06-working-with-columns.html
+++ b/06-working-with-columns.html
@@ -478,7 +478,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/06-working-with-columns.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/07-introduction-to-transformations.html b/07-introduction-to-transformations.html
index 15b2ede..38b8b3b 100644
--- a/07-introduction-to-transformations.html
+++ b/07-introduction-to-transformations.html
@@ -510,7 +510,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/07-introduction-to-transformations.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/08-writing-transformations.html b/08-writing-transformations.html
index 9383d32..40ce243 100644
--- a/08-writing-transformations.html
+++ b/08-writing-transformations.html
@@ -498,7 +498,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/08-writing-transformations.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/09-undo-and-redo.html b/09-undo-and-redo.html
index 9cc30c6..ac428bb 100644
--- a/09-undo-and-redo.html
+++ b/09-undo-and-redo.html
@@ -476,7 +476,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/09-undo-and-redo.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/10-data-transformation.html b/10-data-transformation.html
index 9c4742a..1848b62 100644
--- a/10-data-transformation.html
+++ b/10-data-transformation.html
@@ -613,7 +613,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/10-data-transformation.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/11-using-arrays-transformations.html b/11-using-arrays-transformations.html
index 504d889..18deda1 100644
--- a/11-using-arrays-transformations.html
+++ b/11-using-arrays-transformations.html
@@ -609,7 +609,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/11-using-arrays-transformations.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/12-export-transformation.html b/12-export-transformation.html
index 6eeebf0..76d4526 100644
--- a/12-export-transformation.html
+++ b/12-export-transformation.html
@@ -467,7 +467,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/12-export-transformation.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/13-looking-up-data.html b/13-looking-up-data.html
index dcfe1fa..8a12e8c 100644
--- a/13-looking-up-data.html
+++ b/13-looking-up-data.html
@@ -736,7 +736,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/13-looking-up-data.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index c18953a..89ff446 100644
--- a/404.html
+++ b/404.html
@@ -397,8 +397,8 @@ <h1>Page not found</h1>
   "url": "https://preview.carpentries.org/lc-open-refine/404.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/404.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index de11700..06e9c25 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -403,7 +403,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://preview.carpentries.org/lc-open-refine/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 0248e3f..3f942d3 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -454,7 +454,7 @@ <h1>Licenses</h1>
   "identifier": "https://preview.carpentries.org/lc-open-refine/LICENSE.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index d12911e..75ae8f5 100644
--- a/aio.html
+++ b/aio.html
@@ -1250,7 +1250,7 @@ <h3 class="callout-title">Which licences are used for articles in this
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>Create a facet for the ‘Licence’ column</li>
@@ -1353,7 +1353,7 @@ <h3 class="callout-title">Find all publications without a DOI<a class="anchor" a
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>On the <code>DOI</code> column drop down and select
@@ -1403,7 +1403,7 @@ <h3 class="callout-title">Correct the Language values via a facet<a class="ancho
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3">Show me the solution</h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>Create a Text facet on the Language column</li>
@@ -2977,8 +2977,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://preview.carpentries.org/lc-open-refine/aio.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/aio.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/discuss.html b/discuss.html
index 53587c9..5ed3271 100644
--- a/discuss.html
+++ b/discuss.html
@@ -405,7 +405,7 @@ <h1>Discussion</h1>
   "identifier": "https://preview.carpentries.org/lc-open-refine/discuss.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 71c044c..25fef2a 100644
--- a/images.html
+++ b/images.html
@@ -471,8 +471,8 @@ <h3 id="13-looking-up-data-figure-1">Figure 1</h3>
   "url": "https://preview.carpentries.org/lc-open-refine/images.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/images.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index c2103bd..4e76374 100644
--- a/index.html
+++ b/index.html
@@ -522,8 +522,8 @@ <h3 id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#g
   "url": "https://preview.carpentries.org/lc-open-refine/index.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/index.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 3b2cf80..af3501f 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -522,8 +522,8 @@ <h2 id="powerful-transformations">Powerful transformations<a class="anchor" aria
   "url": "https://preview.carpentries.org/lc-open-refine/instructor-notes.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor-notes.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/01-introduction.html b/instructor/01-introduction.html
index 001c877..36e439d 100644
--- a/instructor/01-introduction.html
+++ b/instructor/01-introduction.html
@@ -581,7 +581,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/01-introduction.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/02-importing-data.html b/instructor/02-importing-data.html
index 139eb66..adea633 100644
--- a/instructor/02-importing-data.html
+++ b/instructor/02-importing-data.html
@@ -547,7 +547,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/02-importing-data.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/03-working-with-data.html b/instructor/03-working-with-data.html
index 24b14d4..60f4937 100644
--- a/instructor/03-working-with-data.html
+++ b/instructor/03-working-with-data.html
@@ -660,7 +660,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/03-working-with-data.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/04-faceting-and-filtering.html b/instructor/04-faceting-and-filtering.html
index 3ff7552..2cbc23b 100644
--- a/instructor/04-faceting-and-filtering.html
+++ b/instructor/04-faceting-and-filtering.html
@@ -448,7 +448,7 @@ <h3 class="callout-title">Which licences are used for articles in this
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Create a facet for the ‘Licence’ column</li>
 <li>Sort values by <code>count</code>
@@ -540,7 +540,7 @@ <h3 class="callout-title">Find all publications without a DOI<a class="anchor" a
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>On the <code>DOI</code> column drop down and select
 <code>Facets &gt; Customized facets &gt; Facet by blank</code>
@@ -583,7 +583,7 @@ <h3 class="callout-title">Correct the Language values via a facet<a class="ancho
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3">Show me the solution</h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Create a Text facet on the Language column</li>
 <li>Notice that there is both <code>EN</code> and
@@ -673,7 +673,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/04-faceting-and-filtering.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/05-clustering.html b/instructor/05-clustering.html
index 06835b5..219df52 100644
--- a/instructor/05-clustering.html
+++ b/instructor/05-clustering.html
@@ -493,7 +493,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/05-clustering.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/06-working-with-columns.html b/instructor/06-working-with-columns.html
index 981f80d..a8d7725 100644
--- a/instructor/06-working-with-columns.html
+++ b/instructor/06-working-with-columns.html
@@ -480,7 +480,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/06-working-with-columns.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/07-introduction-to-transformations.html b/instructor/07-introduction-to-transformations.html
index f130496..e49e1d2 100644
--- a/instructor/07-introduction-to-transformations.html
+++ b/instructor/07-introduction-to-transformations.html
@@ -512,7 +512,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/07-introduction-to-transformations.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/08-writing-transformations.html b/instructor/08-writing-transformations.html
index e4fdc89..74d6859 100644
--- a/instructor/08-writing-transformations.html
+++ b/instructor/08-writing-transformations.html
@@ -500,7 +500,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/08-writing-transformations.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/09-undo-and-redo.html b/instructor/09-undo-and-redo.html
index d958b69..526b5cc 100644
--- a/instructor/09-undo-and-redo.html
+++ b/instructor/09-undo-and-redo.html
@@ -478,7 +478,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/09-undo-and-redo.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/10-data-transformation.html b/instructor/10-data-transformation.html
index 875636b..b9066eb 100644
--- a/instructor/10-data-transformation.html
+++ b/instructor/10-data-transformation.html
@@ -615,7 +615,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/10-data-transformation.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/11-using-arrays-transformations.html b/instructor/11-using-arrays-transformations.html
index b1cabc1..d6b21d4 100644
--- a/instructor/11-using-arrays-transformations.html
+++ b/instructor/11-using-arrays-transformations.html
@@ -611,7 +611,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/11-using-arrays-transformations.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/12-export-transformation.html b/instructor/12-export-transformation.html
index fb0126a..20dbc3c 100644
--- a/instructor/12-export-transformation.html
+++ b/instructor/12-export-transformation.html
@@ -469,7 +469,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/12-export-transformation.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/13-looking-up-data.html b/instructor/13-looking-up-data.html
index d4e7fcf..b674e01 100644
--- a/instructor/13-looking-up-data.html
+++ b/instructor/13-looking-up-data.html
@@ -738,7 +738,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/13-looking-up-data.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 1df1ad6..5e343cb 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -397,8 +397,8 @@ <h1>Page not found</h1>
   "url": "https://preview.carpentries.org/lc-open-refine/instructor/404.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/404.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 9689f36..6bccd10 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -405,7 +405,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 31bd2e6..ce5b9a9 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -456,7 +456,7 @@ <h1>Licenses</h1>
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/LICENSE.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 94f0d6a..1e0de94 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -1256,7 +1256,7 @@ <h3 class="callout-title">Which licences are used for articles in this
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>Create a facet for the ‘Licence’ column</li>
@@ -1359,7 +1359,7 @@ <h3 class="callout-title">Find all publications without a DOI<a class="anchor" a
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>On the <code>DOI</code> column drop down and select
@@ -1409,7 +1409,7 @@ <h3 class="callout-title">Correct the Language values via a facet<a class="ancho
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3">Show me the solution</h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>Create a Text facet on the Language column</li>
@@ -2992,8 +2992,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://preview.carpentries.org/lc-open-refine/instructor/aio.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/aio.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/discuss.html b/instructor/discuss.html
index 4eea7c3..a15a9e2 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -407,7 +407,7 @@ <h1>Discussion</h1>
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/discuss.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index e336c90..63c2078 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -473,8 +473,8 @@ <h3 id="13-looking-up-data-figure-1">Figure 1</h3>
   "url": "https://preview.carpentries.org/lc-open-refine/instructor/images.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/images.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index cf31b4f..530e069 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -663,8 +663,8 @@ <h3 id="getting-help">Getting help<a class="anchor" aria-label="anchor" href="#g
   "url": "https://preview.carpentries.org/lc-open-refine/instructor/index.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/index.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 264d144..436008f 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -537,8 +537,8 @@ <h2 id="powerful-transformations">Powerful transformations<a class="anchor" aria
   "url": "https://preview.carpentries.org/lc-open-refine/instructor/instructor-notes.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/instructor-notes.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index d4f21b9..1cffec5 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -538,8 +538,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://preview.carpentries.org/lc-open-refine/instructor/key-points.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/key-points.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index d239c4a..bda9b3e 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -354,8 +354,8 @@ <h1>Learner Profiles</h1>
   "url": "https://preview.carpentries.org/lc-open-refine/instructor/profiles.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/profiles.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index e11c29d..a7b8077 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -398,7 +398,7 @@ <h1>Reference</h1>
   "identifier": "https://preview.carpentries.org/lc-open-refine/instructor/reference.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 9def863..028888a 100644
--- a/key-points.html
+++ b/key-points.html
@@ -536,8 +536,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://preview.carpentries.org/lc-open-refine/key-points.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/key-points.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index e1fb50c..d1d62c3 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-03-19T01:09Z
+last_built: 2024-03-26T01:08Z
 
diff --git a/profiles.html b/profiles.html
index 7a7aa32..a43a28f 100644
--- a/profiles.html
+++ b/profiles.html
@@ -354,8 +354,8 @@ <h1>Learner Profiles</h1>
   "url": "https://preview.carpentries.org/lc-open-refine/profiles.html",
   "identifier": "https://preview.carpentries.org/lc-open-refine/profiles.html",
   "dateCreated": "2023-05-01",
-  "dateModified": "2024-03-19",
-  "datePublished": "2024-03-19"
+  "dateModified": "2024-03-26",
+  "datePublished": "2024-03-26"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 6314050..622db79 100644
--- a/reference.html
+++ b/reference.html
@@ -396,7 +396,7 @@ <h1>Reference</h1>
   "identifier": "https://preview.carpentries.org/lc-open-refine/reference.html",
   "dateCreated": "2023-05-01",
   "dateModified": "2023-05-01",
-  "datePublished": "2024-03-19"
+  "datePublished": "2024-03-26"
 }
 
   </script><script>