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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-1f7ae817
+e73bb410
diff --git a/index.html b/index.html
@@ -71,7 +71,7 @@
 <link href="site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="site_libs/bootstrap/bootstrap-47984fbaa3523df6e9d1047ab0828ab8.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="site_libs/bootstrap/bootstrap-8c7501d56a77be6f1d36155882a1982f.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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@@ -169,6 +169,12 @@
   <a href="./marking-criteria.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Marking Criteria</span></a>
   </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./reading.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Reading list</span></a>
+  </div>
 </li>
     </ul>
     </div>

diff --git a/marking-criteria.html b/marking-criteria.html
@@ -37,7 +37,7 @@
 <link href="site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="site_libs/bootstrap/bootstrap-2f741e09655e3b6d2e4b20234f229ba7.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="site_libs/bootstrap/bootstrap-79f20e9d7e1af29f0cae061d7e200c29.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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@@ -135,6 +135,12 @@
   <a href="./marking-criteria.html" class="sidebar-item-text sidebar-link active">
  <span class="menu-text">Marking Criteria</span></a>
   </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./reading.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Reading list</span></a>
+  </div>
 </li>
     </ul>
     </div>

diff --git a/materials.html b/materials.html
@@ -37,7 +37,7 @@
 <link href="site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="site_libs/bootstrap/bootstrap-47984fbaa3523df6e9d1047ab0828ab8.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="site_libs/bootstrap/bootstrap-8c7501d56a77be6f1d36155882a1982f.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "sidebar",
   "copy-button": false,
@@ -135,6 +135,12 @@
   <a href="./marking-criteria.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Marking Criteria</span></a>
   </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./reading.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Reading list</span></a>
+  </div>
 </li>
     </ul>
     </div>

diff --git a/p1/index.html b/p1/index.html
@@ -71,7 +71,7 @@
 <link href="../site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="../site_libs/bootstrap/bootstrap-47984fbaa3523df6e9d1047ab0828ab8.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-8c7501d56a77be6f1d36155882a1982f.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
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@@ -171,6 +171,12 @@
   <a href="../marking-criteria.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Marking Criteria</span></a>
   </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../reading.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Reading list</span></a>
+  </div>
 </li>
     </ul>
     </div>
@@ -343,13 +349,13 @@ <h1 data-number="1"><span class="header-section-number">1</span> Data Science fo
 <pre><code>   https://data.dft.gov.uk/road-accidents-safety-data/dft-road-casualty-statistics-collision-2019.csv</code></pre>
 </div>
 <div class="cell-output cell-output-stderr">
-<pre><code>Data saved at /tmp/RtmpjVpNPF/dft-road-casualty-statistics-collision-2019.csv</code></pre>
+<pre><code>Data saved at /tmp/Rtmp6fwXHB/dft-road-casualty-statistics-collision-2019.csv</code></pre>
 </div>
 <div class="cell-output cell-output-stderr">
 <pre><code>Reading in: </code></pre>
 </div>
 <div class="cell-output cell-output-stderr">
-<pre><code>/tmp/RtmpjVpNPF/dft-road-casualty-statistics-collision-2019.csv</code></pre>
+<pre><code>/tmp/Rtmp6fwXHB/dft-road-casualty-statistics-collision-2019.csv</code></pre>
 </div>
 <div class="cell-output cell-output-stderr">
 <pre><code>date and time columns present, creating formatted datetime column</code></pre>
@@ -362,7 +368,7 @@ <h1 data-number="1"><span class="header-section-number">1</span> Data Science fo
 <pre><code>   https://data.dft.gov.uk/road-accidents-safety-data/dft-road-casualty-statistics-casualty-2019.csv</code></pre>
 </div>
 <div class="cell-output cell-output-stderr">
-<pre><code>Data saved at /tmp/RtmpjVpNPF/dft-road-casualty-statistics-casualty-2019.csv</code></pre>
+<pre><code>Data saved at /tmp/Rtmp6fwXHB/dft-road-casualty-statistics-casualty-2019.csv</code></pre>
 </div>
 <div class="cell-output cell-output-stderr">
 <pre><code>Warning: The following named parsers don't match the column names:
@@ -401,7 +407,7 @@ <h1 data-number="1"><span class="header-section-number">1</span> Data Science fo
 <pre><code>   https://data.dft.gov.uk/road-accidents-safety-data/dft-road-casualty-statistics-vehicle-2019.csv</code></pre>
 </div>
 <div class="cell-output cell-output-stderr">
-<pre><code>Data saved at /tmp/RtmpjVpNPF/dft-road-casualty-statistics-vehicle-2019.csv</code></pre>
+<pre><code>Data saved at /tmp/Rtmp6fwXHB/dft-road-casualty-statistics-vehicle-2019.csv</code></pre>
 </div>
 <div class="cell-output cell-output-stderr">
 <pre><code>Warning: The following named parsers don't match the column names: accident_severity, carriageway_hazards, collision_index, collision_reference, collision_year, date, day_of_week, did_police_officer_attend_scene_of_accident, did_police_officer_attend_scene_of_collision, enhanced_collision_severity, first_road_class, first_road_number, junction_control, junction_detail, latitude, legacy_collision_severity, light_conditions, local_authority_district, local_authority_highway, local_authority_ons_district, location_easting_osgr, location_northing_osgr, longitude, lsoa_of_accident_location, lsoa_of_collision_location, number_of_casualties, number_of_vehicles, pedestrian_crossing_human_control, pedestrian_crossing_physical_facilities, police_force, road_surface_conditions, road_type, second_road_class, second_road_number, special_conditions_at_site, speed_limit, time, trunk_road_flag, urban_or_rural_area, weather_conditions, age_band_of_casualty, age_of_casualty, bus_or_coach_passenger, car_passenger, casualty_class, casualty_distance_banding, casualty_home_area_type, casualty_imd_decile, casualty_reference, casualty_severity, casualty_type, enhanced_casualty_severity, lsoa_of_casualty, pedestrian_location, pedestrian_movement, pedestrian_road_maintenance_worker, sex_of_casualty, adjusted_serious, adjusted_slight, injury_based, accident_ref_no, effective_date_of_change, previously_published_value, replacement_value, variable

diff --git a/p1/slides.html b/p1/slides.html
@@ -690,7 +690,7 @@ <h1>References</h1>
 
 <div id="refs" class="references csl-bib-body hanging-indent" data-entry-spacing="0" role="list">
 <div id="ref-popper_logic_1959" class="csl-entry" role="listitem">
-Popper, Karl. 1959. <em>The <span>Logic</span> of Scientific Discovery</em>. <span>Hutchinson</span>.
+Popper, Karl. 1959. <em>The <span>Logic</span> of Scientific Discovery</em>. Hutchinson. <a href="http://books.google.com/books?id=MdvaSAAACAAJ&amp;pgis=1">http://books.google.com/books?id=MdvaSAAACAAJ&amp;pgis=1</a>.
 </div>
 </div>
 </section>

diff --git a/p2/index.html b/p2/index.html
@@ -54,27 +54,7 @@
 @media screen {
 pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
 }
-/* CSS for citations */
-div.csl-bib-body { }
-div.csl-entry {
-  clear: both;
-  margin-bottom: 0em;
-}
-.hanging-indent div.csl-entry {
-  margin-left:2em;
-  text-indent:-2em;
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-  margin-left:2em;
-  padding-left:1em;
-}
-div.csl-indent {
-  margin-left: 2em;
-}</style>
+</style>
 
 
 <script src="../site_libs/quarto-nav/quarto-nav.js"></script>
@@ -91,7 +71,7 @@
 <link href="../site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
 <script src="../site_libs/bootstrap/bootstrap.min.js"></script>
 <link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
-<link href="../site_libs/bootstrap/bootstrap-47984fbaa3523df6e9d1047ab0828ab8.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
+<link href="../site_libs/bootstrap/bootstrap-8c7501d56a77be6f1d36155882a1982f.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
 <script id="quarto-search-options" type="application/json">{
   "location": "sidebar",
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@@ -191,6 +171,12 @@
   <a href="../marking-criteria.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Marking Criteria</span></a>
   </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../reading.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Reading list</span></a>
+  </div>
 </li>
     </ul>
     </div>
@@ -472,7 +458,7 @@ <h1 data-number="3"><span class="header-section-number">3</span> Getting started
 <div class="cell">
 <div class="sourceCode cell-code" id="cb20"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb20-1"><a href="#cb20-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(stplanr)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
-<p>The <code>stplanr</code> package contains some data that we can use to demonstrate principles in Data Science, illustrated in the Figure below. Source: Chapter 1 of R for Data Science <span class="citation" data-cites="grolemund_r_2016">(<a href="#ref-grolemund_r_2016" role="doc-biblioref">Grolemund and Wickham 2016</a>)</span> <a href="https://r4ds.had.co.nz/introduction.html">available online</a>.</p>
+<p>The <code>stplanr</code> package contains some data that we can use to demonstrate principles in Data Science, illustrated in the Figure below. Source: Chapter 1 of R for Data Science <span class="citation" data-cites="grolemund_r_2016">(<a href="#ref-grolemund_r_2016" role="doc-biblioref"><strong>grolemund_r_2016?</strong></a>)</span> <a href="https://r4ds.had.co.nz/introduction.html">available online</a>.</p>
 <p><img src="https://d33wubrfki0l68.cloudfront.net/571b056757d68e6df81a3e3853f54d3c76ad6efc/32d37/diagrams/data-science.png" class="img-fluid"></p>
 <p>First we will load some sample data:</p>
 <div class="tabset-margin-container"></div><div class="panel-tabset">
@@ -1010,17 +996,12 @@ <h1 data-number="5"><span class="header-section-number">5</span> Homework</h1>
 </ol>
 </section>
 <section id="references" class="level1" data-number="6">
-
-
+<h1 data-number="6"><span class="header-section-number">6</span> References</h1>
 
 
 </section>
 
-<div id="quarto-appendix" class="default"><section class="quarto-appendix-contents" role="doc-bibliography" id="quarto-bibliography"><h2 class="anchored quarto-appendix-heading">6 References</h2><div id="refs" class="references csl-bib-body hanging-indent" data-entry-spacing="0" role="list">
-<div id="ref-grolemund_r_2016" class="csl-entry" role="listitem">
-Grolemund, Garrett, and Hadley Wickham. 2016. <em>R for <span>Data Science</span></em>. <span>O’Reilly Media</span>.
-</div>
-</div></section></div></main> <!-- /main -->
+</main> <!-- /main -->
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