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index 5ec13e3..9d70ed1 100644
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index c2be070..4b7f1b1 100644
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diff --git a/LICENSE.html b/LICENSE.html
index 7d345f1..b05dc3a 100644
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index 515a00e..12bb7bf 100644
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index d567393..5a8414a 100644
--- a/images.html
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index 1211051..0735c97 100644
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index 05247bf..d774c6b 100644
--- a/instructor-notes.html
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index bec89be..2e72193 100644
--- a/instructor/CODE_OF_CONDUCT.html
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index 8a4a5b3..a26623c 100644
--- a/instructor/LICENSE.html
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index 0ed07c0..54e2534 100644
--- a/instructor/aio.html
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diff --git a/instructor/images.html b/instructor/images.html
index b6bf3f3..88430b3 100644
--- a/instructor/images.html
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index 2ee9872..89887f1 100644
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index a3ac491..fc03337 100644
--- a/instructor/instructor-notes.html
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diff --git a/instructor/key-points.html b/instructor/key-points.html
index d2c7f7e..526dba8 100644
--- a/instructor/key-points.html
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diff --git a/instructor/profiles.html b/instructor/profiles.html
index ac03057..227be13 100644
--- a/instructor/profiles.html
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diff --git a/instructor/reference.html b/instructor/reference.html
index ecbdd72..595bace 100644
--- a/instructor/reference.html
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index 310a726..a028e0e 100644
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index 90ecb8e..705a647 100644
--- a/instructor/section_data_curation.html
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diff --git a/instructor/section_eosc.html b/instructor/section_eosc.html
index ee4bb03..06e9066 100644
--- a/instructor/section_eosc.html
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index 71d5eb8..e9b8cd2 100644
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diff --git a/instructor/section_prepare_data.html b/instructor/section_prepare_data.html
index 6b251cb..efa727c 100644
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index 1b563c5..7757322 100644
--- a/instructor/section_submit_data.html
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@@ -1024,7 +1024,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/key-points.html b/key-points.html
index 748161f..4906f5b 100644
--- a/key-points.html
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diff --git a/pkgdown.yml b/pkgdown.yml
index 69192b9..bfc8460 100644
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diff --git a/profiles.html b/profiles.html
index f01925d..af0a808 100644
--- a/profiles.html
+++ b/profiles.html
@@ -376,8 +376,8 @@ <h1>Learner Profiles</h1>
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   "dateCreated": "2023-11-06",
-  "dateModified": "2024-07-09",
-  "datePublished": "2024-07-09"
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diff --git a/reference.html b/reference.html
index cd6987e..74332d9 100644
--- a/reference.html
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diff --git a/section1_intro.html b/section1_intro.html
index 53c45f7..74952f0 100644
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index 53d1250..5d470ca 100644
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diff --git a/section_eosc.html b/section_eosc.html
index 7dda2b4..3ded777 100644
--- a/section_eosc.html
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diff --git a/section_fair_astro.html b/section_fair_astro.html
index a9da545..2af4de6 100644
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@@ -1374,7 +1374,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/section_prepare_data.html b/section_prepare_data.html
index 807bf19..89aeb9a 100644
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@@ -767,7 +767,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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index 113e9d1..42834f4 100644
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index b22e429..a153fec 100644
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