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index 7e9859a..3f20198 100644
--- a/404.html
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-  "dateModified": "2024-11-26",
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 }
 
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diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index f76520c..ef63f45 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -356,7 +356,7 @@ <h1>Contributor Code of Conduct</h1>
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   "dateCreated": "2024-07-18",
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-  "datePublished": "2024-11-26"
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 }
 
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diff --git a/LICENSE.html b/LICENSE.html
index e035635..69c8f17 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -437,7 +437,7 @@ <h1>Licenses</h1>
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   "dateCreated": "2024-07-18",
   "dateModified": "2024-06-19",
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 }
 
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diff --git a/aio.html b/aio.html
index 6d27a0d..8ccd833 100644
--- a/aio.html
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@@ -523,8 +523,8 @@ <h3 class="callout-title">Key Points</h3>
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-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
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diff --git a/images.html b/images.html
index f9a8836..ce79ba9 100644
--- a/images.html
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@@ -359,8 +359,8 @@ <h3 id="introduction-figure-1">Figure 1</h3>
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   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
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 }
 
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diff --git a/index.html b/index.html
index a76b262..ed1836f 100644
--- a/index.html
+++ b/index.html
@@ -406,8 +406,8 @@ <h3 class="accordion-header" id="headingSpoiler3">
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   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
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 }
 
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diff --git a/instructor-notes.html b/instructor-notes.html
index ac95b76..eefd6f1 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -362,8 +362,8 @@ <h1>Instructor Notes</h1>
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   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
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 }
 
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diff --git a/instructor/404.html b/instructor/404.html
index 10d5536..3c80e8b 100644
--- a/instructor/404.html
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   "identifier": "https://cms-opendata-workshop.github.io/workbench-template-md/instructor/404.html",
   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
+  "dateModified": "2024-12-03",
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 }
 
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 78669fa..80492c7 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -358,7 +358,7 @@ <h1>Contributor Code of Conduct</h1>
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   "dateCreated": "2024-07-18",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-11-26"
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 }
 
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diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 3ea619e..ed70004 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -439,7 +439,7 @@ <h1>Licenses</h1>
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   "dateCreated": "2024-07-18",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-11-26"
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 }
 
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diff --git a/instructor/aio.html b/instructor/aio.html
index 241c379..923dd41 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -540,8 +540,8 @@ <h3 class="callout-title">Key Points</h3>
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   "identifier": "https://cms-opendata-workshop.github.io/workbench-template-md/instructor/aio.html",
   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
+  "dateModified": "2024-12-03",
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 }
 
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diff --git a/instructor/images.html b/instructor/images.html
index 00cee01..de4e095 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -361,8 +361,8 @@ <h3 id="introduction-figure-1">Figure 1</h3>
   "url": "https://cms-opendata-workshop.github.io/workbench-template-md/instructor/images.html",
   "identifier": "https://cms-opendata-workshop.github.io/workbench-template-md/instructor/images.html",
   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
+  "dateModified": "2024-12-03",
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 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 94b6b63..8ba98b9 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -422,8 +422,8 @@ <h3 class="accordion-header" id="headingSpoiler3">
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   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
+  "dateModified": "2024-12-03",
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 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index a82640e..1aa533b 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -373,8 +373,8 @@ <h3 id="introduction-headingInstructor1">
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   "identifier": "https://cms-opendata-workshop.github.io/workbench-template-md/instructor/instructor-notes.html",
   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
+  "dateModified": "2024-12-03",
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 }
 
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diff --git a/instructor/introduction.html b/instructor/introduction.html
index 9c49aec..abbde21 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -517,7 +517,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2024-07-18",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-11-26"
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 }
 
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diff --git a/instructor/key-points.html b/instructor/key-points.html
index 8313963..11b1a32 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -367,8 +367,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
+  "dateModified": "2024-12-03",
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 }
 
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diff --git a/instructor/profiles.html b/instructor/profiles.html
index 7f47374..70d1950 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -307,8 +307,8 @@ <h1>Learner Profiles</h1>
   "url": "https://cms-opendata-workshop.github.io/workbench-template-md/instructor/profiles.html",
   "identifier": "https://cms-opendata-workshop.github.io/workbench-template-md/instructor/profiles.html",
   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
+  "dateModified": "2024-12-03",
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 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 2f6cc30..aeb93f8 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -348,7 +348,7 @@ <h1>Reference</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workbench-template-md/instructor/reference.html",
   "dateCreated": "2024-07-18",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-11-26"
+  "datePublished": "2024-12-03"
 }
 
   </script><script>
diff --git a/introduction.html b/introduction.html
index 6deecce..3e42494 100644
--- a/introduction.html
+++ b/introduction.html
@@ -501,7 +501,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2024-07-18",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-11-26"
+  "datePublished": "2024-12-03"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 66d04c3..cdcab2a 100644
--- a/key-points.html
+++ b/key-points.html
@@ -365,8 +365,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "identifier": "https://cms-opendata-workshop.github.io/workbench-template-md/key-points.html",
   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
+  "dateModified": "2024-12-03",
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 }
 
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diff --git a/pkgdown.yml b/pkgdown.yml
index 5b5620b..8abadab 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-11-26T01:36Z
+last_built: 2024-12-03T01:39Z
diff --git a/profiles.html b/profiles.html
index a44fe70..792af9e 100644
--- a/profiles.html
+++ b/profiles.html
@@ -307,8 +307,8 @@ <h1>Learner Profiles</h1>
   "url": "https://cms-opendata-workshop.github.io/workbench-template-md/profiles.html",
   "identifier": "https://cms-opendata-workshop.github.io/workbench-template-md/profiles.html",
   "dateCreated": "2024-07-18",
-  "dateModified": "2024-11-26",
-  "datePublished": "2024-11-26"
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 }
 
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diff --git a/reference.html b/reference.html
index e5df240..447f447 100644
--- a/reference.html
+++ b/reference.html
@@ -346,7 +346,7 @@ <h1>Reference</h1>
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   "dateCreated": "2024-07-18",
   "dateModified": "2024-06-19",
-  "datePublished": "2024-11-26"
+  "datePublished": "2024-12-03"
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   </script><script>