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diff --git a/ch-snippets.Rmd b/ch-snippets.Rmd
@@ -6,7 +6,7 @@ Reading External Data {#snippets-reading}
 
 ### Reading from Excel {#snippets-reading-excel}
 
-*Background*: Avoid Excel for the [reasons previously discussed]({#data-containers-avoid).  But if there isn't another good option, be protective.  [`readxl::read_excel()`](https://readxl.tidyverse.org/reference/read_excel.html) allows you to specify column types, but not column order.  The names of `col_types` is ignored by `readxl::read_excel()`.  To defend against roaming columns (*e.g.*, the files changed over time), `tesit::assert()` that the order is what you expect.
+*Background*: Avoid Excel for the [reasons previously discussed](#data-containers-avoid).  But if there isn't another good option, be protective.  [`readxl::read_excel()`](https://readxl.tidyverse.org/reference/read_excel.html) allows you to specify column types, but not column order.  The names of `col_types` is ignored by `readxl::read_excel()`.  To defend against roaming columns (*e.g.*, the files changed over time), `tesit::assert()` that the order is what you expect.
 
 See the readxl vignette, [Cell and Column Types](https://readxl.tidyverse.org/articles/cell-and-column-types.html), for more info.
 

diff --git a/depends.Rds b/depends.Rds
diff --git a/docs/404.html b/docs/404.html
@@ -125,7 +125,7 @@ <h1>Page not found<a class="anchor" aria-label="anchor" href="#page-not-found"><
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/acknowledgements.html b/docs/acknowledgements.html
@@ -167,7 +167,7 @@ <h1>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/architecture.html b/docs/architecture.html
@@ -211,7 +211,7 @@ <h3>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/automation.html b/docs/automation.html
@@ -290,7 +290,7 @@ <h3>
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   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/ch-snippets.md b/docs/ch-snippets.md
@@ -6,7 +6,7 @@ Reading External Data {#snippets-reading}
 
 ### Reading from Excel {#snippets-reading-excel}
 
-*Background*: Avoid Excel for the [reasons previously discussed]({#data-containers-avoid).  But if there isn't another good option, be protective.  [`readxl::read_excel()`](https://readxl.tidyverse.org/reference/read_excel.html) allows you to specify column types, but not column order.  The names of `col_types` is ignored by `readxl::read_excel()`.  To defend against roaming columns (*e.g.*, the files changed over time), `tesit::assert()` that the order is what you expect.
+*Background*: Avoid Excel for the [reasons previously discussed](#data-containers-avoid).  But if there isn't another good option, be protective.  [`readxl::read_excel()`](https://readxl.tidyverse.org/reference/read_excel.html) allows you to specify column types, but not column order.  The names of `col_types` is ignored by `readxl::read_excel()`.  To defend against roaming columns (*e.g.*, the files changed over time), `tesit::assert()` that the order is what you expect.
 
 See the readxl vignette, [Cell and Column Types](https://readxl.tidyverse.org/articles/cell-and-column-types.html), for more info.
 

diff --git a/docs/coding.html b/docs/coding.html
@@ -469,7 +469,7 @@ <h3>
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   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/collaboration.html b/docs/collaboration.html
@@ -219,7 +219,7 @@ <h3>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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@@ -207,7 +207,7 @@ <h2>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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@@ -306,7 +306,7 @@ <h1>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/example-dashboard.html b/docs/example-dashboard.html
@@ -353,7 +353,7 @@ <h3>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/git.html b/docs/git.html
@@ -320,7 +320,7 @@ <h2>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/index.html b/docs/index.html
@@ -135,7 +135,7 @@ <h1>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/index.md b/docs/index.md
@@ -1,7 +1,7 @@
 ---
 title: "Collaborative Data Science Practices"
 author: "Will Beasley"
-date: "2023-10-22"
+date: "2023-10-29"
 site: bookdown::bookdown_site
 documentclass: book
 bibliography: [book.bib, packages.bib]

diff --git a/docs/patterns.html b/docs/patterns.html
@@ -493,7 +493,7 @@ <h3>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/presentations.html b/docs/presentations.html
@@ -266,7 +266,7 @@ <h2>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/prototype-r.html b/docs/prototype-r.html
@@ -333,7 +333,7 @@ <h2>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/prototype-repo.html b/docs/prototype-repo.html
@@ -387,7 +387,7 @@ <h3>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/prototype-sql.html b/docs/prototype-sql.html
@@ -301,7 +301,7 @@ <h2>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/publication.html b/docs/publication.html
@@ -154,7 +154,7 @@ <h2>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/redcap-admin.html b/docs/redcap-admin.html
@@ -137,7 +137,7 @@ <h1>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/redcap-developer.html b/docs/redcap-developer.html
@@ -134,7 +134,7 @@ <h1>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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@@ -149,7 +149,7 @@ <h2>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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@@ -174,7 +174,7 @@ <h1>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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@@ -154,7 +154,7 @@ <h1>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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@@ -337,7 +337,7 @@ <h3>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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@@ -155,7 +155,7 @@ <h2>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/scratch-pad.html b/docs/scratch-pad.html
@@ -234,7 +234,7 @@ <h2>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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@@ -326,7 +326,7 @@ <h5>
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   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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diff --git a/docs/snippets.html b/docs/snippets.html
@@ -118,7 +118,7 @@ <h2>
 <h3>
 <span class="header-section-number">C.1.1</span> Reading from Excel<a class="anchor" aria-label="anchor" href="#snippets-reading-excel"><i class="fas fa-link"></i></a>
 </h3>
-<p><em>Background</em>: Avoid Excel for the <a href="%7B#data-containers-avoid">reasons previously discussed</a>. But if there isn’t another good option, be protective. <a href="https://readxl.tidyverse.org/reference/read_excel.html"><code>readxl::read_excel()</code></a> allows you to specify column types, but not column order. The names of <code>col_types</code> is ignored by <code>readxl::read_excel()</code>. To defend against roaming columns (<em>e.g.</em>, the files changed over time), <code>tesit::assert()</code> that the order is what you expect.</p>
+<p><em>Background</em>: Avoid Excel for the <a href="#data-containers-avoid">reasons previously discussed</a>. But if there isn’t another good option, be protective. <a href="https://readxl.tidyverse.org/reference/read_excel.html"><code>readxl::read_excel()</code></a> allows you to specify column types, but not column order. The names of <code>col_types</code> is ignored by <code>readxl::read_excel()</code>. To defend against roaming columns (<em>e.g.</em>, the files changed over time), <code>tesit::assert()</code> that the order is what you expect.</p>
 <p>See the readxl vignette, <a href="https://readxl.tidyverse.org/articles/cell-and-column-types.html">Cell and Column Types</a>, for more info.</p>
 <p><em>Last Modified</em>: 2019-12-12 by Will</p>
 <div class="sourceCode" id="cb94"><pre class="downlit sourceCode r">
@@ -438,7 +438,7 @@ <h3>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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-    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-22.</p>
+    <p>"<strong>Collaborative Data Science Practices</strong>" was written by Will Beasley. It was last built on 2023-10-29.</p>
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