From ea808b76751caf42cda8123f45b2f2906fc36e5f Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 7 Nov 2023 00:42:39 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : 25f894bf7a5556d867e8fefb7ab7fa85940e626a
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2023-10-03 13:01:53 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : 9eb9a7a7cd200081d4202b9ac9435678f31d66f2
Branch  : main
Author  : Ou Ku <33962195+rogerkuou@users.noreply.github.com>
Time    : 2023-10-03 13:00:41 +0000
Message : Merge pull request #164 from esciencecenter-digital-skills/fix-link

Fix link to environment file
---
 01-intro-raster-data.html                     |  6 ++---
 02-intro-vector-data.html                     |  2 +-
 03-crs.html                                   |  4 ++--
 04-geo-landscape.html                         |  2 +-
 05-access-data.html                           |  2 +-
 06-raster-intro.html                          |  6 ++---
 07-vector-data-in-python.html                 |  6 ++---
 08-crop-raster-data.html                      |  2 +-
 09-raster-calculations.html                   |  6 ++---
 10-zonal-statistics.html                      |  4 ++--
 11-parallel-raster-computations.html          |  2 +-
 404.html                                      |  4 ++--
 CODE_OF_CONDUCT.html                          |  2 +-
 LICENSE.html                                  |  2 +-
 aio.html                                      | 24 +++++++++----------
 images.html                                   |  4 ++--
 index.html                                    |  4 ++--
 instructor-notes.html                         |  4 ++--
 instructor/01-intro-raster-data.html          |  6 ++---
 instructor/02-intro-vector-data.html          |  2 +-
 instructor/03-crs.html                        |  4 ++--
 instructor/04-geo-landscape.html              |  2 +-
 instructor/05-access-data.html                |  2 +-
 instructor/06-raster-intro.html               |  6 ++---
 instructor/07-vector-data-in-python.html      |  6 ++---
 instructor/08-crop-raster-data.html           |  2 +-
 instructor/09-raster-calculations.html        |  6 ++---
 instructor/10-zonal-statistics.html           |  4 ++--
 .../11-parallel-raster-computations.html      |  2 +-
 instructor/404.html                           |  4 ++--
 instructor/CODE_OF_CONDUCT.html               |  2 +-
 instructor/LICENSE.html                       |  2 +-
 instructor/aio.html                           | 24 +++++++++----------
 instructor/images.html                        |  4 ++--
 instructor/index.html                         |  4 ++--
 instructor/instructor-notes.html              |  4 ++--
 instructor/key-points.html                    |  4 ++--
 instructor/profiles.html                      |  4 ++--
 key-points.html                               |  4 ++--
 pkgdown.yml                                   |  2 +-
 profiles.html                                 |  4 ++--
 41 files changed, 95 insertions(+), 95 deletions(-)

diff --git a/01-intro-raster-data.html b/01-intro-raster-data.html
index 1877c967..ea832c06 100644
--- a/01-intro-raster-data.html
+++ b/01-intro-raster-data.html
@@ -425,7 +425,7 @@ <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">
 <p>Raster data has some important advantages:</p>
 <ul><li>representation of continuous surfaces</li>
@@ -474,7 +474,7 @@ <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">
 <p>The lines and polygon objects have the same extent. The extent for
 the points object is smaller in the vertical direction than the other
@@ -645,7 +645,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/01-intro-raster-data.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/02-intro-vector-data.html b/02-intro-vector-data.html
index 0c625fcc..e77ebb34 100644
--- a/02-intro-vector-data.html
+++ b/02-intro-vector-data.html
@@ -588,7 +588,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/02-intro-vector-data.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/03-crs.html b/03-crs.html
index be213ea8..47a902b0 100644
--- a/03-crs.html
+++ b/03-crs.html
@@ -546,7 +546,7 @@ <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">
 <ul><li>Projection is UTM, zone 18, datum is WGS84, ellipsoid is WGS84.</li>
 <li>The data is in meters.</li>
@@ -682,7 +682,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/03-crs.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/04-geo-landscape.html b/04-geo-landscape.html
index f58aad76..03b582cf 100644
--- a/04-geo-landscape.html
+++ b/04-geo-landscape.html
@@ -671,7 +671,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/04-geo-landscape.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/05-access-data.html b/05-access-data.html
index 605d3c1a..498c7def 100644
--- a/05-access-data.html
+++ b/05-access-data.html
@@ -999,7 +999,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/05-access-data.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-29",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/06-raster-intro.html b/06-raster-intro.html
index 38f7cde8..85b96516 100644
--- a/06-raster-intro.html
+++ b/06-raster-intro.html
@@ -700,7 +700,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p><code>crs.axis_info</code> tells us that the CRS for our raster has
 two axis and both are in meters. We could also get this information from
@@ -1005,7 +1005,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>Since we know the height/width ratio is 1:1 (check the
 <code>rio.height</code> and <code>rio.width</code> attributes), we can
@@ -1108,7 +1108,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/06-raster-intro.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-23",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/07-vector-data-in-python.html b/07-vector-data-in-python.html
index f5df5404..c17f9b9a 100644
--- a/07-vector-data-in-python.html
+++ b/07-vector-data-in-python.html
@@ -726,7 +726,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb22">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -811,7 +811,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>By plotting out the vector file, we can tell that the latitude and
 longitude of the file are flipped.</p>
@@ -1014,7 +1014,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/07-vector-data-in-python.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/08-crop-raster-data.html b/08-crop-raster-data.html
index ea6539e5..b702b151 100644
--- a/08-crop-raster-data.html
+++ b/08-crop-raster-data.html
@@ -757,7 +757,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/08-crop-raster-data.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/09-raster-calculations.html b/09-raster-calculations.html
index bc7a3212..65d0dfb5 100644
--- a/09-raster-calculations.html
+++ b/09-raster-calculations.html
@@ -583,7 +583,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Recall, if there were nodata values in our raster, we would need to
 filter them out with <code>.where()</code>. Since we have loaded the
@@ -757,7 +757,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>We crop the area of interest using <code>clip_box</code>:</li>
 </ol><div class="codewrapper sourceCode" id="cb23">
@@ -876,7 +876,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/09-raster-calculations.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/10-zonal-statistics.html b/10-zonal-statistics.html
index d2fdb9b6..7f71fa16 100644
--- a/10-zonal-statistics.html
+++ b/10-zonal-statistics.html
@@ -558,7 +558,7 @@ <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>Load and convert raster data into suitable inputs for
 <code>zonal_stats</code>:</li>
@@ -672,7 +672,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/10-zonal-statistics.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/11-parallel-raster-computations.html b/11-parallel-raster-computations.html
index 95c6921a..6314b901 100644
--- a/11-parallel-raster-computations.html
+++ b/11-parallel-raster-computations.html
@@ -854,7 +854,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/11-parallel-raster-computations.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index abd2dab0..b571e4e9 100644
--- a/404.html
+++ b/404.html
@@ -373,8 +373,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/geospatial-python/404.html",
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/404.html",
   "dateCreated": "2023-10-03",
-  "dateModified": "2023-10-31",
-  "datePublished": "2023-10-31"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 98442034..997ab0ec 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -385,7 +385,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 9b260100..63bc32f1 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -436,7 +436,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/LICENSE.html",
   "dateCreated": "2023-10-03",
   "dateModified": "2023-08-14",
-  "datePublished": "2023-10-31"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 48577847..f96113d0 100644
--- a/aio.html
+++ b/aio.html
@@ -482,7 +482,7 @@ <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">
 <p>Raster data has some important advantages:</p>
 <ul>
@@ -537,7 +537,7 @@ <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">
 <p>The lines and polygon objects have the same extent. The extent for
 the points object is smaller in the vertical direction than the other
@@ -1138,7 +1138,7 @@ <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">
 <ul>
 <li>Projection is UTM, zone 18, datum is WGS84, ellipsoid is WGS84.</li>
@@ -2612,7 +2612,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p><code>crs.axis_info</code> tells us that the CRS for our raster has
 two axis and both are in meters. We could also get this information from
@@ -2924,7 +2924,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>Since we know the height/width ratio is 1:1 (check the
 <code>rio.height</code> and <code>rio.width</code> attributes), we can
@@ -3390,7 +3390,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb22">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -3478,7 +3478,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p>By plotting out the vector file, we can tell that the latitude and
 longitude of the file are flipped.</p>
@@ -4294,7 +4294,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>Recall, if there were nodata values in our raster, we would need to
@@ -4480,7 +4480,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>We crop the area of interest using <code>clip_box</code>:</li>
@@ -4809,7 +4809,7 @@ <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>Load and convert raster data into suitable inputs for
@@ -5402,8 +5402,8 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "url": "https://carpentries-incubator.github.io/geospatial-python/aio.html",
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/aio.html",
   "dateCreated": "2023-10-03",
-  "dateModified": "2023-10-31",
-  "datePublished": "2023-10-31"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index c82894e1..5d687122 100644
--- a/images.html
+++ b/images.html
@@ -604,8 +604,8 @@ <h3 id="11-parallel-raster-computations-figure-4">Figure 4</h3>
   "url": "https://carpentries-incubator.github.io/geospatial-python/images.html",
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/images.html",
   "dateCreated": "2023-10-03",
-  "dateModified": "2023-10-31",
-  "datePublished": "2023-10-31"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index e7084491..242f6542 100644
--- a/index.html
+++ b/index.html
@@ -658,8 +658,8 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
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@@ -494,8 +494,8 @@ <h3 id="episode-5">Episode 5<a class="anchor" aria-label="anchor" href="#episode
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   "identifier": "https://carpentries-incubator.github.io/geospatial-python/instructor/instructor-notes.html",
   "dateCreated": "2023-10-03",
-  "dateModified": "2023-10-31",
-  "datePublished": "2023-10-31"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index d8b2ed46..0c98c19f 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -511,8 +511,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/geospatial-python/instructor/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/instructor/key-points.html",
   "dateCreated": "2023-10-03",
-  "dateModified": "2023-10-31",
-  "datePublished": "2023-10-31"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 5d1ec620..656249d4 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -344,8 +344,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/geospatial-python/instructor/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/instructor/profiles.html",
   "dateCreated": "2023-10-03",
-  "dateModified": "2023-10-31",
-  "datePublished": "2023-10-31"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index fdc6c6ba..7e577aef 100644
--- a/key-points.html
+++ b/key-points.html
@@ -511,8 +511,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/geospatial-python/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/key-points.html",
   "dateCreated": "2023-10-03",
-  "dateModified": "2023-10-31",
-  "datePublished": "2023-10-31"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 8c859891..69de4aec 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 2.19.2
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2023-10-31T00:41Z
+last_built: 2023-11-07T00:42Z
 
diff --git a/profiles.html b/profiles.html
index c42d4fac..12563988 100644
--- a/profiles.html
+++ b/profiles.html
@@ -344,8 +344,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/geospatial-python/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/profiles.html",
   "dateCreated": "2023-10-03",
-  "dateModified": "2023-10-31",
-  "datePublished": "2023-10-31"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>