From ae153f5a7a46e83bc61a9d334ed1f627cbdacc21 Mon Sep 17 00:00:00 2001
From: John Blischak <jdblischak@gmail.com>
Date: Thu, 8 Jul 2021 11:16:35 -0400
Subject: [PATCH] Rearrange Package Reproducibility section

---
 ReproducibleResearch.ctv | 52 ++++++++++++++++++++++++++++++++--------
 1 file changed, 42 insertions(+), 10 deletions(-)

diff --git a/ReproducibleResearch.ctv b/ReproducibleResearch.ctv
index d15e08e..0eb264a 100644
--- a/ReproducibleResearch.ctv
+++ b/ReproducibleResearch.ctv
@@ -287,17 +287,49 @@
     </ul>
     <h1>Package Reproducibility</h1>
     <p>
-      R also has tools for ensuring that specific packages versions can be
-      required for analyses. <pkg>checkpoint</pkg>, <pkg>groundhog</pkg>,
-      <pkg>rbundler</pkg>, <pkg>packrat</pkg> and <pkg>renv</pkg> install
-      packages required for a project to a local archive as they existed at a
-      specified point in time. This allows specific package versions to be
-      maintained over time and different users. The <pkg>miniCRAN</pkg> and
-      <pkg>switchr</pkg> packages facilitate the creation of local CRAN-like
-      repositories and their simultaneous operation. <pkg>liftr</pkg> allows to
-      containerize an R Markdown document using <a
-      href="https://docker.com/">Docker</a> by providing additional metadata.
+      R has various tools for ensuring that specific packages versions can be
+      required for analyses. As an example, the <pkg>renv</pkg> package installs
+      packages in project-specific directory, records "snapshots" of the current
+      package versions in a "lockfile", and restores the package setup on a
+      different machine.
     </p>
+    <ul>
+      <li>
+        <pkg>checkpoint</pkg>: Allows you to install packages as they existed on
+        CRAN on a specific snapshot date as if you had a CRAN time machine.
+      </li>
+      <li>
+        <pkg>groundhog</pkg>: Make R scripts that rely on packages reproducible,
+        by ensuring that every time a given script is run, the same version of
+        the used packages are loaded.
+      </li>
+      <li>
+        <pkg>liftr</pkg>: Persistent reproducible reporting by containerization
+        of R Markdown documents.
+      </li>
+      <li>
+        <pkg>miniCRAN</pkg>: Makes it possible to create an internally
+        consistent repository consisting of selected packages from CRAN-like
+        repositories.
+      </li>
+      <li>
+        <pkg>packrat</pkg>: Manage the R packages your project depends on in an
+        isolated, portable, and reproducible way.
+      </li>
+      <li>
+        <pkg>rbundler</pkg>: Manages a project-specific library for dependency
+        package installation.
+      </li>
+      <li>
+        <pkg>renv</pkg>: Create and manage project-local R libraries, save the
+        state of these libraries to a 'lockfile', and later restore your library
+        as required.
+      </li>
+      <li>
+        <pkg>switchr</pkg>: Provides an abstraction for managing, installing,
+        and switching between sets of installed R packages.
+      </li>
+    </ul>
     <h1>Project Workflows</h1>
     <p>
       Successfully completing a data analysis project often requires much more