From d290522e8cdb0bcf1c74882953d70f59775e0b29 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Mon, 3 Feb 2025 17:18:57 +0000
Subject: [PATCH] differences for PR #73

---
 .DS_Store                           | Bin 6148 -> 0 bytes
 1-Intro-to-R-slides.html            | 414 +++++++++++++++++++++-------
 18-import-and-visualise-osm-data.md |   4 +-
 fig/.DS_Store                       | Bin 6148 -> 0 bytes
 fig/.gitkeep                        |   0
 fig/ggplot2_masterpiece.png         | Bin 0 -> 1590886 bytes
 fig/here.png                        | Bin 0 -> 3742192 bytes
 7 files changed, 323 insertions(+), 95 deletions(-)
 delete mode 100644 .DS_Store
 delete mode 100644 fig/.DS_Store
 delete mode 100644 fig/.gitkeep
 create mode 100644 fig/ggplot2_masterpiece.png
 create mode 100644 fig/here.png

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@@ -327,109 +401,156 @@
   <h1 class="title">Introduction to R</h1>
 
 <div class="quarto-title-authors">
+<div class="quarto-title-author">
+<div class="quarto-title-author-name">
+Aleksandra Wilczynska 
+</div>
+</div>
+<div class="quarto-title-author">
+<div class="quarto-title-author-name">
+Javier San Millán Tejedor 
+</div>
+</div>
 </div>
 
 </section>
-<section id="project-management-in-rstudio" class="slide level2">
-<h2>Project management in RStudio</h2>
-<ul>
-<li>RStudio is an integrated development environment (IDE).</li>
-<li>R is integrated into RStudio.</li>
-</ul>
-<p><strong>RStudio provides a useful feature</strong>: creating a self-contained working space (i.e.&nbsp;working directory).</p>
-<p>You can create projects in existing directories (folders) or create a new one.</p>
-</section>
-<section id="creating-rstudio-project" class="slide level2">
-<h2>Creating RStudio Project</h2>
-<p>To create a project, go to:</p>
+<section id="rstudio" class="slide level2">
+<h2>RStudio</h2>
 <ul>
-<li><p><code>File</code></p></li>
-<li><p><code>New Project</code></p></li>
-<li><p><code>New directory</code></p></li>
-<li><p>Name your project : <code>data-carpentry</code></p></li>
-<li><p><code>Create project</code></p></li>
+<li class="fragment">RStudio is an integrated development environment (IDE)</li>
+<li class="fragment">It provides a (much prettier) interface for the R software</li>
+<li class="fragment">R is integrated into RStudio, so you never have to open R…</li>
+<li class="fragment">Another useful feaure is creating a self-contained working space (i.e.&nbsp;working directory).</li>
+<li class="fragment">You can create projects in existing directories (folders) or create a new one.</li>
 </ul>
 </section>
 <section id="organising-working-directory" class="slide level2">
 <h2>Organising working directory</h2>
 <ul>
-<li><code>data/</code> - your raw data. <strong>READ ONLY</strong></li>
-<li><code>data_output/</code> - your data output <strong>READ AND WRITE</strong></li>
-<li><code>documents/</code> - the documentation associated with the project (e.g.&nbsp;cookbook)</li>
-<li><code>fig_output/</code> - your figure outputs <strong>WRITE ONLY</strong></li>
-<li><code>scripts/</code> - your code <strong>READ AND WRITE</strong></li>
+<li class="fragment"><code>data/</code> - your raw data. <strong>READ ONLY</strong></li>
+<li class="fragment"><code>data_output/</code> - your data output <strong>READ AND WRITE</strong></li>
+<li class="fragment"><code>documents/</code> - the documentation associated with the project (e.g.&nbsp;cookbook)</li>
+<li class="fragment"><code>fig_output/</code> - your figure outputs <strong>WRITE ONLY</strong></li>
+<li class="fragment"><code>scripts/</code> - your code <strong>READ AND WRITE</strong></li>
 </ul>
 </section>
-<section id="two-main-ways-to-interact-with-r" class="slide level2">
-<h2>Two main ways to interact with R</h2>
-<ul>
-<li>Test and play environment within the interactive <strong>R console</strong></li>
-<li>Write and save an <strong>R script (.R file)</strong></li>
-</ul>
-<table>
-<colgroup>
-<col style="width: 30%">
-<col style="width: 34%">
-<col style="width: 34%">
-</colgroup>
-<thead>
-<tr class="header">
-<th></th>
-<th>Console</th>
-<th>R script</th>
-</tr>
-</thead>
-<tbody>
-<tr class="odd">
-<td><strong>Pros</strong></td>
-<td>Immediate results</td>
-<td>Work lost once you close RStudio</td>
-</tr>
-<tr class="even">
-<td><strong>Cons</strong></td>
-<td>Complete record of your work</td>
-<td>Messy if you just want to print things out</td>
-</tr>
-</tbody>
-</table>
+<section id="handling-paths" class="slide level2">
+<h2>Handling paths</h2>
+
+<img data-src="fig/relative_root.png" style="width:65.0%" class="r-stretch quarto-figure-center"><p class="caption"><em>Source</em>: <a href="https://www.kaggle.com/code/rtatman/reproducibility-tips-absolute-vs-relative-paths/notebook">kaggle.com</a></p></section>
+<section id="here-package" class="slide level2">
+<h2><code>here</code> package</h2>
+
+<img data-src="fig/here.png" style="width:65.0%" class="r-stretch quarto-figure-center"><p class="caption"><em>Source</em>: <a href="https://github.com/allisonhorst">Allison horst</a></p></section>
+<section id="your-turn" class="slide level2">
+<h2>Your turn!</h2>
+<p>Combine the <code>abcd_vector</code> with the <code>numeric_vector</code>. What is the data type of this new vector, and why?</p>
+<div class="cell">
+<div class="cell-output-display">
+<div class="countdown" id="timer_cb3af213" data-update-every="1" tabindex="0" style="right:0;bottom:0;">
+<div class="countdown-controls"><button class="countdown-bump-down">−</button><button class="countdown-bump-up">+</button></div>
+<code class="countdown-time"><span class="countdown-digits minutes">03</span><span class="countdown-digits colon">:</span><span class="countdown-digits seconds">00</span></code>
+</div>
+</div>
+</div>
+<div class="fragment">
+<div class="cell">
+<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href=""></a>numeric_vector <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">2</span>, <span class="dv">6</span>, <span class="dv">3</span>) </span>
+<span id="cb1-2"><a href=""></a>abcd_vector <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"a"</span>, <span class="st">"b"</span>, <span class="st">"c"</span>, <span class="st">"d"</span>)</span>
+<span id="cb1-3"><a href=""></a></span>
+<span id="cb1-4"><a href=""></a>combined_vector <span class="ot">&lt;-</span> <span class="fu">c</span>(abcd_vector, numeric_vector)</span>
+<span id="cb1-5"><a href=""></a>combined_vector</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>[1] "a" "b" "c" "d" "2" "6" "3"</code></pre>
+</div>
+<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb3-1"><a href=""></a><span class="fu">str</span>(combined_vector)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code> chr [1:7] "a" "b" "c" "d" "2" "6" "3"</code></pre>
+</div>
+</div>
+</div>
 </section>
-<section id="vector" class="slide level2">
-<h2>Vector</h2>
+<section id="exploring-data-frames" class="slide level2">
+<h2>Exploring data frames</h2>
+<p>A data frame is the representation of data in the format of a <strong>table</strong> where the columns are <strong>vectors</strong> that all have the <strong>same length</strong>.</p>
+
+<img data-src="fig/data-frame.svg" class="quarto-figure quarto-figure-center r-stretch"></section>
+<section id="your-turn-1" class="slide level2">
+<h2>Your turn!</h2>
+<p>Write a single command (you can use pipes) that will produce a <strong>data frame</strong> that has values only for <strong>Eurasia</strong>. Include variables:</p>
+<div>
 <ul>
-<li><p>Store multiple values in one object</p></li>
-<li><p>All values have to be of the same data-type</p></li>
-<li><p>c(<code>100</code>, <code>200</code>, <code>300</code>)</p></li>
-<li><p>c(Apples, Pears, Oranges)</p></li>
-<li><p><strong>Note</strong>: vector data in the geospatial context is different from vector data!</p></li>
+<li><strong>life expectancy</strong></li>
+<li><strong>country</strong></li>
+<li><strong>year</strong></li>
 </ul>
+</div>
+<p>How many rows does your data frame have and why?</p>
+<div class="cell">
+<div class="cell-output-display">
+<div class="countdown" id="timer_32bc1e91" data-update-every="1" tabindex="0" style="right:0;bottom:0;">
+<div class="countdown-controls"><button class="countdown-bump-down">−</button><button class="countdown-bump-up">+</button></div>
+<code class="countdown-time"><span class="countdown-digits minutes">03</span><span class="countdown-digits colon">:</span><span class="countdown-digits seconds">00</span></code>
+</div>
+</div>
+</div>
+<div class="fragment">
+<div class="cell">
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb5-1"><a href=""></a>year_country_lifeExp_eurasia <span class="ot">&lt;-</span> gapminder <span class="sc">%&gt;%</span></span>
+<span id="cb5-2"><a href=""></a>  <span class="fu">filter</span>(continent<span class="sc">==</span><span class="st">"Europe"</span> <span class="sc">|</span> continent <span class="sc">==</span> <span class="st">"Asia"</span>  ) <span class="sc">%&gt;%</span></span>
+<span id="cb5-3"><a href=""></a>  <span class="fu">select</span>(year,country,lifeExp)</span>
+<span id="cb5-4"><a href=""></a></span>
+<span id="cb5-5"><a href=""></a><span class="fu">nrow</span>(year_country_lifeExp_eurasia)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>[1] 756</code></pre>
+</div>
+</div>
+</div>
 </section>
-<section id="data-types" class="slide level2">
-<h2>Data types</h2>
-<p>Data type refers to a type of information that is stored by a value. It can be:</p>
-<ul>
-<li><p><code>numerical</code> (a number)</p></li>
-<li><p><code>integer</code> (a number without information about decimal points)</p></li>
-<li><p><code>logical</code> (a boolean - are values TRUE or FALSE?)</p></li>
-<li><p><code>character</code> (a text/ string of characters)</p></li>
-<li><p><code>complex</code> (a complex number)</p></li>
-<li><p><code>raw</code> (raw bytes)</p></li>
-</ul>
+<section id="your-turn-2" class="slide level2">
+<h2>Your turn!</h2>
+<p>Calculate the <strong>average life expectancy per country</strong>. Which country has the <strong>longest</strong> average life expectancy and which has the <strong>shortest</strong> average life expectancy?</p>
+<p><strong>Hint:</strong> Use <code>max()</code> and <code>min()</code> functions to find minimum and maximum.</p>
+<div class="cell">
+<div class="cell-output-display">
+<div class="countdown" id="timer_999766f5" data-update-every="1" tabindex="0" style="right:0;bottom:0;">
+<div class="countdown-controls"><button class="countdown-bump-down">−</button><button class="countdown-bump-up">+</button></div>
+<code class="countdown-time"><span class="countdown-digits minutes">03</span><span class="countdown-digits colon">:</span><span class="countdown-digits seconds">00</span></code>
+</div>
+</div>
+</div>
+<div class="fragment">
+<div class="cell">
+<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb7-1"><a href=""></a>gapminder <span class="sc">%&gt;%</span></span>
+<span id="cb7-2"><a href=""></a>  <span class="fu">group_by</span>(country) <span class="sc">%&gt;%</span></span>
+<span id="cb7-3"><a href=""></a>  <span class="fu">summarize</span>(<span class="at">avg_lifeExp =</span> <span class="fu">mean</span>(lifeExp) ) <span class="sc">%&gt;%</span></span>
+<span id="cb7-4"><a href=""></a>  <span class="fu">filter</span>(avg_lifeExp <span class="sc">==</span> <span class="fu">min</span>(avg_lifeExp) <span class="sc">|</span> avg_lifeExp <span class="sc">==</span> <span class="fu">max</span>(avg_lifeExp))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code># A tibble: 2 × 2
+  country      avg_lifeExp
+  &lt;chr&gt;              &lt;dbl&gt;
+1 Iceland             76.5
+2 Sierra Leone        36.8</code></pre>
+</div>
+</div>
+</div>
 </section>
-<section id="data-structures" class="slide level2">
-<h2>Data structures</h2>
-<p>Besides vectors you will also come across:</p>
+<section id="introduction-to-visualisation" class="slide level2">
+<h2>Introduction to visualisation</h2>
+
+<img data-src="fig/ggplot2_masterpiece.png" style="width:65.0%" class="r-stretch quarto-figure-center"><p class="caption"><em>Credit</em>: <a href="https://github.com/allisonhorst">Allison horst</a></p></section>
+<section id="ggplot2-package" class="slide level2">
+<h2><code>ggplot2</code> package</h2>
+<p><code>gg</code> stands for <em>grammar of graphics</em>, the idea that three components needed to create a graph are:</p>
 <ul>
-<li><strong>Data frames</strong>: two-dimensional data structure | combination of vectors of the same length</li>
-<li><strong>List</strong>: can have arbitrary data structure and can mix with data types</li>
-<li><strong>Matrices</strong>: two-dimensional data structures containing elements of the same data type</li>
+<li class="fragment"><strong>data</strong></li>
+<li class="fragment"><strong>aesthetics</strong> - coordinate system on which we map the data ( what is represented on x axis, what on y axis)</li>
+<li class="fragment"><strong>geometries</strong> - visual representation of the data (points, bars, etc.)</li>
 </ul>
-</section>
-<section id="excercise" class="slide level2">
-<h2>Excercise</h2>
-<p>Combine the abcd_vector with the numeric_vector</p>
-<p>What is the data type of this new vector, and why?</p>
+<div class="quarto-auto-generated-content">
 <div class="footer footer-default">
-
+<p>Geospatial Data Carpentry for Urbanism</p>
+</div>
 </div>
 </section>
     </div>
@@ -442,6 +563,7 @@ <h2>Excercise</h2>
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+'menu': {"side":"left","useTextContentForMissingTitles":true,"markers":false,"loadIcons":false,"custom":[{"title":"Tools","icon":"<i class=\"fas fa-gear\"></i>","content":"<ul class=\"slide-menu-items\">\n<li class=\"slide-tool-item active\" data-item=\"0\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.fullscreen(event)\"><kbd>f</kbd> Fullscreen</a></li>\n<li class=\"slide-tool-item\" data-item=\"1\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.speakerMode(event)\"><kbd>s</kbd> Speaker View</a></li>\n<li class=\"slide-tool-item\" data-item=\"2\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.overview(event)\"><kbd>o</kbd> Slide Overview</a></li>\n<li class=\"slide-tool-item\" data-item=\"3\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.togglePdfExport(event)\"><kbd>e</kbd> PDF Export Mode</a></li>\n<li class=\"slide-tool-item\" data-item=\"4\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.toggleChalkboard(event)\"><kbd>b</kbd> Toggle Chalkboard</a></li>\n<li class=\"slide-tool-item\" data-item=\"5\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.toggleNotesCanvas(event)\"><kbd>c</kbd> Toggle Notes Canvas</a></li>\n<li class=\"slide-tool-item\" data-item=\"6\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.downloadDrawings(event)\"><kbd>d</kbd> Download Drawings</a></li>\n<li class=\"slide-tool-item\" data-item=\"7\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.keyboardHelp(event)\"><kbd>?</kbd> Keyboard Help</a></li>\n</ul>"}],"openButton":true},
+'chalkboard': {"buttons":true},
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@@ -634,7 +756,7 @@ <h2>Excercise</h2>
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+        plugins: [QuartoLineHighlight, PdfExport, RevealMenu, RevealChalkboard, QuartoSupport,
 
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           RevealNotes,
@@ -643,6 +765,82 @@ <h2>Excercise</h2>
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+    
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+
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+
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+    
+
+          // dispatch for shiny
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+
+              window.jQuery(previousSlide).trigger("hidden");
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+
+              window.jQuery(currentSlide).trigger("shown");
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+
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+        if (window.w3c_slidy) {
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@@ -719,10 +917,27 @@ <h2>Excercise</h2>
         // clear code selection
         e.clearSelection();
       });
-      function tippyHover(el, contentFn) {
+        var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
+        var mailtoRegex = new RegExp(/^mailto:/);
+          var filterRegex = new RegExp('/' + window.location.host + '/');
+        var isInternal = (href) => {
+            return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
+        }
+        // Inspect non-navigation links and adorn them if external
+     	var links = window.document.querySelectorAll('a[href]:not(.nav-link):not(.navbar-brand):not(.toc-action):not(.sidebar-link):not(.sidebar-item-toggle):not(.pagination-link):not(.no-external):not([aria-hidden]):not(.dropdown-item):not(.quarto-navigation-tool)');
+        for (var i=0; i<links.length; i++) {
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+            // links that we want to consider external
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@@ -732,8 +947,17 @@ <h2>Excercise</h2>
           interactive: true,
           interactiveBorder: 10,
           theme: 'light-border',
-          placement: 'bottom-start'
+          placement: 'bottom-start',
         };
+        if (contentFn) {
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+          config.onTrigger = onTriggerFn;
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@@ -747,7 +971,11 @@ <h2>Excercise</h2>
           try { href = new URL(href).hash; } catch {}
           const id = href.replace(/^#\/?/, "");
           const note = window.document.getElementById(id);
-          return note.innerHTML;
+          if (note) {
+            return note.innerHTML;
+          } else {
+            return "";
+          }
         });
       }
       const findCites = (el) => {
diff --git a/18-import-and-visualise-osm-data.md b/18-import-and-visualise-osm-data.md
index c86d7c8e..6c9b12c8 100644
--- a/18-import-and-visualise-osm-data.md
+++ b/18-import-and-visualise-osm-data.md
@@ -369,8 +369,8 @@ leaflet(buildings2) %>%
     bringToFront = TRUE))
 ```
 
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