From 57ef163807aa4c96a6f49031fa818f7de256f5e1 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 7 Nov 2023 00:22:39 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : f9cc1bc68ba9e53b1db197d6ac74c10cca2e660c
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2023-11-03 09:11:11 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : 28c21ed2c582aea1880dd1fde9c0b2e07b8314eb
Branch  : main
Author  : Toby Hodges <tobyhodges@carpentries.org>
Time    : 2023-11-03 09:08:52 +0000
Message : Merge pull request #146 from datacarpentry/setup-link

Link to setup instructions
---
 01-rstudio-intro.html                    | 12 ++---
 02-project-intro.html                    |  2 +-
 03-data-structures-part1.html            | 14 +++---
 04-data-structures-part2.html            |  8 ++--
 05-data-subsetting.html                  |  2 +-
 06-dplyr.html                            |  2 +-
 07-plot-ggplot2.html                     |  6 +--
 08-writing-data.html                     |  6 +--
 404.html                                 |  4 +-
 CODE_OF_CONDUCT.html                     |  2 +-
 LICENSE.html                             |  2 +-
 aio.html                                 | 40 ++++++++---------
 discuss.html                             |  2 +-
 images.html                              |  4 +-
 index.html                               |  4 +-
 instructor-notes.html                    |  4 +-
 instructor/01-rstudio-intro.html         | 18 ++++----
 instructor/02-project-intro.html         |  2 +-
 instructor/03-data-structures-part1.html | 16 +++----
 instructor/04-data-structures-part2.html | 10 ++---
 instructor/05-data-subsetting.html       |  2 +-
 instructor/06-dplyr.html                 |  2 +-
 instructor/07-plot-ggplot2.html          |  8 ++--
 instructor/08-writing-data.html          | 10 ++---
 instructor/404.html                      |  4 +-
 instructor/CODE_OF_CONDUCT.html          |  2 +-
 instructor/LICENSE.html                  |  2 +-
 instructor/aio.html                      | 56 ++++++++++++------------
 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 +-
 39 files changed, 141 insertions(+), 141 deletions(-)

diff --git a/01-rstudio-intro.html b/01-rstudio-intro.html
index 88bdc7be..8871c2d4 100644
--- a/01-rstudio-intro.html
+++ b/01-rstudio-intro.html
@@ -741,7 +741,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Solution to challenge 1
   </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">
 <div class="codewrapper sourceCode" id="cb34">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -797,7 +797,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Solution to challenge 2
   </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>One way of answering this question in R is to use the
 <code>&gt;</code> to set up the following:</p>
@@ -871,7 +871,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Solution to challenge 3
   </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">
 <p>The following can be used as R variables:</p>
 <div class="codewrapper sourceCode" id="cb42">
@@ -975,7 +975,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Solution to challenge 4
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>We would use the following R code to install the <code>ggplot2</code>
 package:</p>
@@ -1047,7 +1047,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Solution to challenge 5
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <p>The correct answers are b and c. Answer a will install, not load, the
 ggplot2 package. Answer b will correctly load the ggplot2 package. Note
@@ -1142,7 +1142,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/01-rstudio-intro.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/02-project-intro.html b/02-project-intro.html
index a79e07af..26a893a8 100644
--- a/02-project-intro.html
+++ b/02-project-intro.html
@@ -611,7 +611,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/02-project-intro.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-10-09",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/03-data-structures-part1.html b/03-data-structures-part1.html
index 1df6d2ae..d2163037 100644
--- a/03-data-structures-part1.html
+++ b/03-data-structures-part1.html
@@ -619,7 +619,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Discussion 1
   </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>By keeping everything in a column the same, we allow ourselves to
 make simple assumptions about our data; if you can interpret one entry
@@ -755,7 +755,7 @@ <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">
 <div class="codewrapper sourceCode" id="cb51">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -946,7 +946,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Solution to Challenge 2
   </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">
 <div class="codewrapper sourceCode" id="cb77">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1098,7 +1098,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>They are sorted in alphabetical order</p>
 </div>
@@ -1132,7 +1132,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Solution to Challenge 3
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <p>Converting character vectors to factors can be done using the
 <code>factor()</code> function:</p>
@@ -1432,7 +1432,7 @@ <h4 class="accordion-header" id="headingSolution6">
   Solution to Challenge 4
   </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb130">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1620,7 +1620,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/03-data-structures-part1.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-10-10",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/04-data-structures-part2.html b/04-data-structures-part2.html
index e17ad681..c7f82d1b 100644
--- a/04-data-structures-part2.html
+++ b/04-data-structures-part2.html
@@ -554,7 +554,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Solution to Challenge 1
   </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>To check the last few lines it’s relatively simple as R already has a
 function for this:</p>
@@ -611,7 +611,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Solution to Challenge 2
   </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>The object <code>gapminder</code> is a data frame with columns</p>
 <ul><li>
@@ -956,7 +956,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Solution to Challenge 3
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb59">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1057,7 +1057,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/04-data-structures-part2.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-10-10",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/05-data-subsetting.html b/05-data-subsetting.html
index 7cfb6fb1..8bae5991 100644
--- a/05-data-subsetting.html
+++ b/05-data-subsetting.html
@@ -1184,7 +1184,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/05-data-subsetting.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/06-dplyr.html b/06-dplyr.html
index 96642af9..b7c4f8d3 100644
--- a/06-dplyr.html
+++ b/06-dplyr.html
@@ -891,7 +891,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/06-dplyr.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/07-plot-ggplot2.html b/07-plot-ggplot2.html
index d80892a8..fb0ec76c 100644
--- a/07-plot-ggplot2.html
+++ b/07-plot-ggplot2.html
@@ -403,7 +403,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Solution to challenge 1
   </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">
 <div class="codewrapper sourceCode" id="cb5">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -484,7 +484,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Solution to challenge 2
   </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>First we create a new object with our filtered data:</p>
 <div class="codewrapper sourceCode" id="cb10">
@@ -605,7 +605,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/07-plot-ggplot2.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/08-writing-data.html b/08-writing-data.html
index 7316ee49..29c39bba 100644
--- a/08-writing-data.html
+++ b/08-writing-data.html
@@ -359,7 +359,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Solution to challenge 1
   </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="cb2">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -448,7 +448,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Solution to challenge 2
   </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">
 <div class="codewrapper sourceCode" id="cb6">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -539,7 +539,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/08-writing-data.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index 9bd262d0..44afc06e 100644
--- a/404.html
+++ b/404.html
@@ -331,8 +331,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/r-intro-geospatial/404.html",
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/404.html",
   "dateCreated": "2018-04-05",
-  "dateModified": "2023-11-03",
-  "datePublished": "2023-11-03"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 30850f97..6ac237a9 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -347,7 +347,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/CODE_OF_CONDUCT.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index badd492e..1b071596 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -398,7 +398,7 @@ <h1>Licenses</h1>
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/LICENSE.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 5adb5c8e..47e91c11 100644
--- a/aio.html
+++ b/aio.html
@@ -801,7 +801,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Solution to challenge 1
   </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">
 <div class="codewrapper sourceCode" id="cb34">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -857,7 +857,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Solution to challenge 2
   </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>One way of answering this question in R is to use the
 <code>&gt;</code> to set up the following:</p>
@@ -933,7 +933,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Solution to challenge 3
   </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">
 <p>The following can be used as R variables:</p>
 <div class="codewrapper sourceCode" id="cb42">
@@ -1040,7 +1040,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Solution to challenge 4
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>We would use the following R code to install the <code>ggplot2</code>
 package:</p>
@@ -1114,7 +1114,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Solution to challenge 5
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <p>The correct answers are b and c. Answer a will install, not load, the
 ggplot2 package. Answer b will correctly load the ggplot2 package. Note
@@ -1790,7 +1790,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Discussion 1
   </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>By keeping everything in a column the same, we allow ourselves to
 make simple assumptions about our data; if you can interpret one entry
@@ -1926,7 +1926,7 @@ <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">
 <div class="codewrapper sourceCode" id="cb51">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -2117,7 +2117,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Solution to Challenge 2
   </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">
 <div class="codewrapper sourceCode" id="cb77">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -2270,7 +2270,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Show me the solution
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
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 <p>One way of answering this question in R is to use the
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diff --git a/instructor/profiles.html b/instructor/profiles.html
index c6e3f036..8b3d8f28 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -297,8 +297,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.github.io/r-intro-geospatial/instructor/profiles.html",
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/instructor/profiles.html",
   "dateCreated": "2018-04-05",
-  "dateModified": "2023-11-03",
-  "datePublished": "2023-11-03"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 87ab8cdd..ffdc65f9 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -654,7 +654,7 @@ <h1>Reference</h1>
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/instructor/reference.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index c0932ca7..622383a3 100644
--- a/key-points.html
+++ b/key-points.html
@@ -442,8 +442,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://datacarpentry.github.io/r-intro-geospatial/key-points.html",
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/key-points.html",
   "dateCreated": "2018-04-05",
-  "dateModified": "2023-11-03",
-  "datePublished": "2023-11-03"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 67ff3e73..ddfa06cd 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 2.19.2
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2023-11-03T09:11Z
+last_built: 2023-11-07T00:22Z
 
diff --git a/profiles.html b/profiles.html
index d3aaa3da..00d3de5c 100644
--- a/profiles.html
+++ b/profiles.html
@@ -298,8 +298,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.github.io/r-intro-geospatial/profiles.html",
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/profiles.html",
   "dateCreated": "2018-04-05",
-  "dateModified": "2023-11-03",
-  "datePublished": "2023-11-03"
+  "dateModified": "2023-11-07",
+  "datePublished": "2023-11-07"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 81c5b513..daf8d274 100644
--- a/reference.html
+++ b/reference.html
@@ -653,7 +653,7 @@ <h1>Reference</h1>
   "identifier": "https://datacarpentry.github.io/r-intro-geospatial/reference.html",
   "dateCreated": "2018-04-05",
   "dateModified": "2023-08-15",
-  "datePublished": "2023-11-03"
+  "datePublished": "2023-11-07"
 }
 
   </script><script>