From c663eb4216c775dc1e502b51e00dca2a171a9482 Mon Sep 17 00:00:00 2001
From: ThildeBT <thildebate@gmail.com>
Date: Wed, 30 Oct 2024 10:55:25 +0100
Subject: [PATCH] updates to presentation 1, 2, 3

---
 .../Presentations/HTMLs/presentation1.html    |  173 +-
 .../Presentations/HTMLs/presentation2.html    | 2506 ++++++++++-------
 .../Presentations/HTMLs/presentation3.html    | 1183 ++++++++
 Teachers/Presentations/presentation1.qmd      |   18 +-
 Teachers/Presentations/presentation3.qmd      |   36 +-
 Teachers/Slideshow/FromExceltoR.pdf           |  Bin 4249167 -> 4243228 bytes
 Teachers/Slideshow/FromExceltoR.pptx          |  Bin 41407688 -> 41220945 bytes
 docs/Presentations/presentation1.html         |  173 +-
 docs/Presentations/presentation2.html         |    2 +-
 docs/Presentations/presentation3.html         |  322 +--
 .../figure-html/unnamed-chunk-14-1.png        |  Bin 46524 -> 45252 bytes
 .../figure-html/unnamed-chunk-14-2.png        |  Bin 46659 -> 45399 bytes
 .../figure-html/unnamed-chunk-14-3.png        |  Bin 46524 -> 0 bytes
 .../figure-html/unnamed-chunk-14-4.png        |  Bin 46659 -> 0 bytes
 .../figure-html/unnamed-chunk-15-1.png        |  Bin 56800 -> 55853 bytes
 .../figure-html/unnamed-chunk-16-1.png        |  Bin 55440 -> 53824 bytes
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 .../figure-html/unnamed-chunk-25-1.png        |  Bin 0 -> 58023 bytes
 .../figure-html/unnamed-chunk-27-1.png        |  Bin 47399 -> 47688 bytes
 docs/Slideshow/FromExceltoR.pdf               |  Bin 4249167 -> 4243228 bytes
 docs/search.json                              |   36 +-
 23 files changed, 3029 insertions(+), 1420 deletions(-)
 create mode 100644 Teachers/Presentations/HTMLs/presentation3.html
 delete mode 100644 docs/Presentations/presentation3_files/figure-html/unnamed-chunk-14-3.png
 delete mode 100644 docs/Presentations/presentation3_files/figure-html/unnamed-chunk-14-4.png
 create mode 100644 docs/Presentations/presentation3_files/figure-html/unnamed-chunk-25-1.png

diff --git a/Teachers/Presentations/HTMLs/presentation1.html b/Teachers/Presentations/HTMLs/presentation1.html
index 6bb5919..964980d 100644
--- a/Teachers/Presentations/HTMLs/presentation1.html
+++ b/Teachers/Presentations/HTMLs/presentation1.html
@@ -290,7 +290,8 @@
     <h2 id="toc-title">On this page</h2>
    
   <ul>
-  <li><a href="#the-quarto-way" id="toc-the-quarto-way" class="nav-link active" data-scroll-target="#the-quarto-way">The Quarto Way!</a>
+  <li><a href="#the-quarto-way" id="toc-the-quarto-way" class="nav-link active" data-scroll-target="#the-quarto-way">The Quarto Way!</a></li>
+  <li><a href="#quarto-uses-a-markup-language" id="toc-quarto-uses-a-markup-language" class="nav-link" data-scroll-target="#quarto-uses-a-markup-language">Quarto uses a markup language</a>
   <ul class="collapse">
   <li><a href="#this-is-the-third-largest-header-header-3" id="toc-this-is-the-third-largest-header-header-3" class="nav-link" data-scroll-target="#this-is-the-third-largest-header-header-3">This is the third largest header (Header 3)</a></li>
   <li><a href="#modes-of-quarto-document" id="toc-modes-of-quarto-document" class="nav-link" data-scroll-target="#modes-of-quarto-document">Modes of Quarto Document</a></li>
@@ -338,10 +339,14 @@ <h1 class="title">Presentation 1: R, Rstudio and Quarto</h1>
 
 <section id="the-quarto-way" class="level1">
 <h1>The Quarto Way!</h1>
-<p><a href="https://quarto.org/">Quarto</a> is an open-source publishing suite - a tool-suite that supports workflows for reproducible scholarly writing and publishing. Quarto works with <code>markup language</code>.</p>
-<p>A <a href="https://en.wikipedia.org/wiki/Markup_language">markup language</a> is a text-coding system which specifies the structure and formatting of a document and the relationships among its parts. Markup languages control how a document is displayed.<br>
-<code>Markdown</code> is a lightweight markup language for creating formatted text using a plain-text editor another example of a markup language is <code>LaTex</code>.</p>
-<p>Lets see how a markup language works:<br>
+<p><a href="https://quarto.org/">Quarto</a> is an open-source publishing suite - a tool-suite that supports workflows for reproducible scholarly writing and publishing.</p>
+<p>Quarto documents begin with a <code>YAML header</code> which specifies things about the document, what type of documents to render (compile) to e.g.&nbsp;HTML, PDF, WORD, whether the document is published to a website project, document layout, and more.</p>
+</section>
+<section id="quarto-uses-a-markup-language" class="level1">
+<h1>Quarto uses a markup language</h1>
+<p>Quarto works with <code>markup language</code>. A <a href="https://en.wikipedia.org/wiki/Markup_language">markup language</a> is a text-coding system which specifies the structure and formatting of a document and the relationships among its parts. Markup languages control how the content of a document is displayed.<br>
+<code>Pandoc Markdown</code> is the markup language utilized by Quarto - another classic example of a markup language is <code>LaTex</code>.</p>
+<p>Lets see how the pandoc <code>Pandoc Markdown</code> works:<br>
 </p>
 <section id="this-is-the-third-largest-header-header-3" class="level3">
 <h3 class="anchored" data-anchor-id="this-is-the-third-largest-header-header-3">This is the third largest header (Header 3)</h3>
@@ -405,7 +410,6 @@ <h2 class="anchored" data-anchor-id="modes-of-quarto-document">Modes of Quarto D
 <h2 class="anchored" data-anchor-id="code-chunks-and-structure">Code chunks and structure</h2>
 <p>Code chunks are where the code is added to the document. Click the green button <code>+c</code> and a grey code chunk will appear with <code>'{r}'</code> in the beginning. This mean that it is an R code chunk. It is also possible to insert code chunks of other coding language.<br>
 For executing the code, press the <code>Run</code> button in the top right of the chunk to evaluate the code.</p>
-<p>If you have ever worked with an R script, a code chunk is just like a part of an R script.</p>
 <p>Below is a code chunk with a comment. A comment is a line that starts with a hashtag. Comments can be useful in longer code chunks and will often describe the code.</p>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="co"># This is a comment. Here I can write whatever I want because it is in hashtags. </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
@@ -478,81 +482,82 @@ <h3 class="anchored" data-anchor-id="render-making-the-report">Render: Making th
 <h1>Lets get started on R!</h1>
 <section id="working-directory" class="level2">
 <h2 class="anchored" data-anchor-id="working-directory">Working directory</h2>
-<p>The term ‘path’ refers to the trajectory you need to follow from the place you are “located” on your computer to the place you want to work from. When working with Quarto your working directory is always the same locations as your Quarto document. The working becomes important when we start loading data in from other places (presentation 2).</p>
-<p>Where am I now?</p>
+<p>The term <code>path</code> refers to the trajectory you need to follow from the place you are ‘located’ on your computer to the place you want to work from. When working with Quarto your <code>working directory (wd)</code> is always the same locations as your Quarto document (is not true for .R scripts!). The wd becomes important when we start loading data in from other places (presentation 2).</p>
+<p><strong>Where am I now? getwd()</strong></p>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb14"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a><span class="fu">getwd</span>()</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] "/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations"</code></pre>
 </div>
 </div>
-<p><strong>Set working directory</strong></p>
-<p>The working directory can changed but when working with Quarto this only influences individual code chunks (which is mentioned in a warning when executing the code below). However it is really useful when working with raw R scripts which are taught in the upcoming R for data science (R part 2) course.</p>
+<p><strong>Set working directory, setwd()</strong></p>
+<p>The working directory can changed BUT when working with Quarto this only influences individual code chunks. In opposition, a changing of wd within an <code>.R script</code> affects the document globally - we will not cover <code>.R scripts</code> in this course.<br>
+There are two type of paths, absolute paths (from root to desired location) and relative paths (from current location to desired location):</p>
+<p><em>Absolute path:</em></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="fu">setwd</span>(<span class="st">'../Exercises/'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="fu">setwd</span>(<span class="st">"/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
-<p>In another chuck, the working directory is the same as before.</p>
+<p><em>Relative path:</em></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb17"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="fu">getwd</span>()</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] "/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations"</code></pre>
+<div class="sourceCode cell-code" id="cb17"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="fu">setwd</span>(<span class="st">'./Exercises/'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p><em>Navigate up in the directory tree (..)</em></p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a><span class="fu">setwd</span>(<span class="st">'../Teachers'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
+<p><strong>Pointing to a dataset</strong></p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a><span class="fu">load</span>(<span class="st">'/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Data/MyData.Rdata'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 </section>
 <section id="variable-assignment" class="level2">
 <h2 class="anchored" data-anchor-id="variable-assignment">Variable assignment</h2>
 <p>In R we use an arrow for variable assignment. You may call your almost variables whatever you like. <u>DO NOT</u>: use special characters in variable names, i.e.&nbsp;&amp;, ), $ etc. or make spaces in naming.</p>
-<p>The first variable we create is <strong>a</strong></p>
+<p><strong>The first two variables we create is ‘a’ and ‘b’</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a>a <span class="ot">&lt;-</span> <span class="dv">1</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<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>a <span class="ot">&lt;-</span> <span class="dv">1</span></span>
+<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a>b <span class="ot">&lt;-</span> <span class="dv">3</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
-<p>Now we print ‘a’ and see what value it has</p>
+<p><strong>Now we print ‘a’ and see what value it has:</strong></p>
 <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">print</span>(a)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb21"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="fu">print</span>(a)</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] 1</code></pre>
 </div>
 </div>
-<p>We check the class of a</p>
+<p><strong>We check the class of a:</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(a)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb23"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(a)</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] "numeric"</code></pre>
 </div>
 </div>
-<p>Let’s create and other variable, <strong>b</strong></p>
-<div class="cell">
-<div class="sourceCode cell-code" id="cb24"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a>b <span class="ot">&lt;-</span> <span class="dv">3</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-</div>
-<p>We add a and b <u>without</u> reassignment and get the result printed</p>
+<p><strong>We add a and b <u>without</u> reassignment and get the result printed:</strong></p>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb25"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a>a <span class="sc">+</span> b </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] 4</code></pre>
 </div>
 </div>
-<p>If we want to save the result we have to reassign it to a new variable</p>
-<div class="cell">
-<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a>c <span class="ot">&lt;-</span> a <span class="sc">+</span> b</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-</div>
-<p>Call c to view it:</p>
+<p><strong>If we want to save the result we have to reassign it to a new variable:</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb28"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb28-1"><a href="#cb28-1" aria-hidden="true" tabindex="-1"></a>c</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a>c <span class="ot">&lt;-</span> a <span class="sc">+</span> b</span>
+<span id="cb27-2"><a href="#cb27-2" aria-hidden="true" tabindex="-1"></a><span class="fu">print</span>(c)</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] 4</code></pre>
 </div>
 </div>
 <p><strong>A vector of numbers named num1</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb30"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb30-1"><a href="#cb30-1" aria-hidden="true" tabindex="-1"></a>num1 <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">5</span>,<span class="dv">1</span>,<span class="dv">11</span>,<span class="dv">6</span>,<span class="dv">4</span>)</span>
-<span id="cb30-2"><a href="#cb30-2" aria-hidden="true" tabindex="-1"></a>num1</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb29"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>num1 <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">5</span>,<span class="dv">1</span>,<span class="dv">11</span>,<span class="dv">6</span>,<span class="dv">4</span>)</span>
+<span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a>num1</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]  5  1 11  6  4</code></pre>
 </div>
 </div>
 <p><strong>Find the mean of the vector</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb32"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb32-1"><a href="#cb32-1" aria-hidden="true" tabindex="-1"></a>(<span class="dv">5</span><span class="sc">+</span><span class="dv">1</span><span class="sc">+</span><span class="dv">11</span><span class="sc">+</span><span class="dv">6</span><span class="sc">+</span><span class="dv">4</span>)<span class="sc">/</span><span class="dv">5</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb31"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a>(<span class="dv">5</span><span class="sc">+</span><span class="dv">1</span><span class="sc">+</span><span class="dv">11</span><span class="sc">+</span><span class="dv">6</span><span class="sc">+</span><span class="dv">4</span>)<span class="sc">/</span><span class="dv">5</span></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] 5.4</code></pre>
 </div>
@@ -563,30 +568,30 @@ <h2 class="anchored" data-anchor-id="functions-and-arguments">Functions and Argu
 <p>Function are chunks of code wrapped in a way which makes the code inside reusable. A function takes an input(s) (arguments) and returns an output(s). You can make your own function but in this course you will only use the functions that are already available in the R packages.</p>
 <p><strong>Let’s look at the mean() function</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb34"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb34-1"><a href="#cb34-1" aria-hidden="true" tabindex="-1"></a>?<span class="fu">mean</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb33"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb33-1"><a href="#cb33-1" aria-hidden="true" tabindex="-1"></a>?<span class="fu">mean</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Taking the mean of a vector</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb35"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb35-1"><a href="#cb35-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num1)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb34"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb34-1"><a href="#cb34-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num1)</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] 5.4</code></pre>
 </div>
 </div>
 <p><strong>Functions makes code reusable</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb37"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" aria-hidden="true" tabindex="-1"></a>num2 <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">0</span>,<span class="dv">3</span>,<span class="dv">4</span>,<span class="dv">9</span>,<span class="dv">1</span>,<span class="dv">2</span>,<span class="dv">7</span>,<span class="dv">10</span>,<span class="dv">2</span>,<span class="dv">11</span>) <span class="co"># Define new vector</span></span>
-<span id="cb37-2"><a href="#cb37-2" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num2) <span class="co"># Print the mean of the vector </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb36"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb36-1"><a href="#cb36-1" aria-hidden="true" tabindex="-1"></a>num2 <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">0</span>,<span class="dv">3</span>,<span class="dv">4</span>,<span class="dv">9</span>,<span class="dv">1</span>,<span class="dv">2</span>,<span class="dv">7</span>,<span class="dv">10</span>,<span class="dv">2</span>,<span class="dv">11</span>) <span class="co"># Define new vector</span></span>
+<span id="cb36-2"><a href="#cb36-2" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num2) <span class="co"># Print the mean of the vector </span></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] 4.9</code></pre>
 </div>
 </div>
 <p><strong>Find length of vector</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb39"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb39-1"><a href="#cb39-1" aria-hidden="true" tabindex="-1"></a><span class="fu">length</span>(num1)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb38"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb38-1"><a href="#cb38-1" aria-hidden="true" tabindex="-1"></a><span class="fu">length</span>(num1)</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] 5</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb41"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb41-1"><a href="#cb41-1" aria-hidden="true" tabindex="-1"></a><span class="fu">length</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb40"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb40-1"><a href="#cb40-1" aria-hidden="true" tabindex="-1"></a><span class="fu">length</span>(num2)</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] 10</code></pre>
 </div>
@@ -597,27 +602,27 @@ <h2 class="anchored" data-anchor-id="simple-summary-statistics">Simple summary s
 <p>Summary statistics is information such as number of items, mean, median, standard deviation and sum.</p>
 <p><strong>Summary statistics of a vector</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb43"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb43-1"><a href="#cb43-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb42"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb42-1"><a href="#cb42-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num2)</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] 4.9</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb45"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb45-1"><a href="#cb45-1" aria-hidden="true" tabindex="-1"></a><span class="fu">median</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb44"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb44-1"><a href="#cb44-1" aria-hidden="true" tabindex="-1"></a><span class="fu">median</span>(num2)</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] 3.5</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb47"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb47-1"><a href="#cb47-1" aria-hidden="true" tabindex="-1"></a><span class="fu">sd</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb46"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb46-1"><a href="#cb46-1" aria-hidden="true" tabindex="-1"></a><span class="fu">sd</span>(num2)</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] 4.012481</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb49"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb49-1"><a href="#cb49-1" aria-hidden="true" tabindex="-1"></a><span class="fu">sum</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb48"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb48-1"><a href="#cb48-1" aria-hidden="true" tabindex="-1"></a><span class="fu">sum</span>(num2)</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] 49</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb51"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb51-1"><a href="#cb51-1" aria-hidden="true" tabindex="-1"></a><span class="fu">min</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb50"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb50-1"><a href="#cb50-1" aria-hidden="true" tabindex="-1"></a><span class="fu">min</span>(num2)</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] 0</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb53"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb53-1"><a href="#cb53-1" aria-hidden="true" tabindex="-1"></a><span class="fu">max</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb52"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb52-1"><a href="#cb52-1" aria-hidden="true" tabindex="-1"></a><span class="fu">max</span>(num2)</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] 11</code></pre>
 </div>
@@ -628,19 +633,19 @@ <h2 class="anchored" data-anchor-id="r-packages">R packages</h2>
 <p>R packages are collections of functions written by R developers and super users and they make our lives much easier. Functions used in the same type of R analysis/pipeline are bundled and organized in packages. There is a help page for each package to tell us which functions it contains and which arguments go into these. In order to use a package we need to download and install it on our computer. Most R packages are stored and maintained on the CRAN[<a href="https://cran.r-project.org/mirrors.html%5D" class="uri">https://cran.r-project.org/mirrors.html%5D</a> repository.</p>
 <p><strong>Install a package</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb55"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb55-1"><a href="#cb55-1" aria-hidden="true" tabindex="-1"></a><span class="co"># install.packages('tidyverse')</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb54"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb54-1"><a href="#cb54-1" aria-hidden="true" tabindex="-1"></a><span class="co"># install.packages('tidyverse')</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Load packages</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb56"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb56-1"><a href="#cb56-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tidyverse)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb55"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb55-1"><a href="#cb55-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tidyverse)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Query package</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb57"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb57-1"><a href="#cb57-1" aria-hidden="true" tabindex="-1"></a>?tidyverse</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb56"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb56-1"><a href="#cb56-1" aria-hidden="true" tabindex="-1"></a>?tidyverse</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Query function from package</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb58"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb58-1"><a href="#cb58-1" aria-hidden="true" tabindex="-1"></a>?dplyr<span class="sc">::</span>select</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb57"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb57-1"><a href="#cb57-1" aria-hidden="true" tabindex="-1"></a>?dplyr<span class="sc">::</span>select</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 </section>
 <section id="data-structures" class="level2">
@@ -648,8 +653,8 @@ <h2 class="anchored" data-anchor-id="data-structures">Data structures</h2>
 <p>In the example below we will make two vectors into a tibble. Tibbles are the R object types you will mainly be working with in this course. We will try to convert between data types and structures using the collection of ‘as.’ functions.</p>
 <p><strong>A vector of characters</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb59"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb59-1"><a href="#cb59-1" aria-hidden="true" tabindex="-1"></a>people <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"Anders"</span>, <span class="st">"Diana"</span>, <span class="st">"Tugce"</span>, <span class="st">"Henrike"</span>, <span class="st">"Chelsea"</span>, <span class="st">"Valentina"</span>, <span class="st">"Thile"</span>, <span class="st">"Helene"</span>)</span>
-<span id="cb59-2"><a href="#cb59-2" aria-hidden="true" tabindex="-1"></a>people</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb58"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb58-1"><a href="#cb58-1" aria-hidden="true" tabindex="-1"></a>people <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"Anders"</span>, <span class="st">"Diana"</span>, <span class="st">"Tugce"</span>, <span class="st">"Henrike"</span>, <span class="st">"Chelsea"</span>, <span class="st">"Valentina"</span>, <span class="st">"Thile"</span>, <span class="st">"Helene"</span>)</span>
+<span id="cb58-2"><a href="#cb58-2" aria-hidden="true" tabindex="-1"></a>people</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] "Anders"    "Diana"     "Tugce"     "Henrike"   "Chelsea"   "Valentina"
 [7] "Thile"     "Helene"   </code></pre>
@@ -657,57 +662,57 @@ <h2 class="anchored" data-anchor-id="data-structures">Data structures</h2>
 </div>
 <p><strong>A vector of numeric values</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb61"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb61-1"><a href="#cb61-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">2019</span>, <span class="dv">2020</span>, <span class="dv">2020</span>, <span class="dv">2021</span>, <span class="dv">2023</span>, <span class="dv">2022</span>, <span class="dv">2020</span>, <span class="dv">2024</span>)</span>
-<span id="cb61-2"><a href="#cb61-2" aria-hidden="true" tabindex="-1"></a>joined_year</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb60"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb60-1"><a href="#cb60-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">2019</span>, <span class="dv">2020</span>, <span class="dv">2020</span>, <span class="dv">2021</span>, <span class="dv">2023</span>, <span class="dv">2022</span>, <span class="dv">2020</span>, <span class="dv">2024</span>)</span>
+<span id="cb60-2"><a href="#cb60-2" aria-hidden="true" tabindex="-1"></a>joined_year</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] 2019 2020 2020 2021 2023 2022 2020 2024</code></pre>
 </div>
 </div>
 <p><strong>Access data type or structure with the class() function</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb63"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb63-1"><a href="#cb63-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(people)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb62"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb62-1"><a href="#cb62-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(people)</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] "character"</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb65"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb65-1"><a href="#cb65-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(joined_year)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb64"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb64-1"><a href="#cb64-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(joined_year)</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] "numeric"</code></pre>
 </div>
 </div>
 <p><strong>Convert joined_year to character values</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb67"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb67-1"><a href="#cb67-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">as.character</span>(joined_year)</span>
-<span id="cb67-2"><a href="#cb67-2" aria-hidden="true" tabindex="-1"></a>joined_year</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb66"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb66-1"><a href="#cb66-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">as.character</span>(joined_year)</span>
+<span id="cb66-2"><a href="#cb66-2" aria-hidden="true" tabindex="-1"></a>joined_year</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] "2019" "2020" "2020" "2021" "2023" "2022" "2020" "2024"</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb69"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb69-1"><a href="#cb69-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(joined_year)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb68"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb68-1"><a href="#cb68-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(joined_year)</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] "character"</code></pre>
 </div>
 </div>
 <p><strong>Convert joined_year back to numeric values</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb71"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb71-1"><a href="#cb71-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">as.numeric</span>(joined_year)</span>
-<span id="cb71-2"><a href="#cb71-2" aria-hidden="true" tabindex="-1"></a>joined_year</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb70"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb70-1"><a href="#cb70-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">as.numeric</span>(joined_year)</span>
+<span id="cb70-2"><a href="#cb70-2" aria-hidden="true" tabindex="-1"></a>joined_year</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] 2019 2020 2020 2021 2023 2022 2020 2024</code></pre>
 </div>
 </div>
 <p><strong>Convert classes with the ‘as.’ functions</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb73"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb73-1"><a href="#cb73-1" aria-hidden="true" tabindex="-1"></a><span class="co"># as.numeric()</span></span>
-<span id="cb73-2"><a href="#cb73-2" aria-hidden="true" tabindex="-1"></a><span class="co"># as.integer()</span></span>
-<span id="cb73-3"><a href="#cb73-3" aria-hidden="true" tabindex="-1"></a><span class="co"># as.character()</span></span>
-<span id="cb73-4"><a href="#cb73-4" aria-hidden="true" tabindex="-1"></a><span class="co"># as.factor()</span></span>
-<span id="cb73-5"><a href="#cb73-5" aria-hidden="true" tabindex="-1"></a><span class="co"># ...</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb72"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb72-1"><a href="#cb72-1" aria-hidden="true" tabindex="-1"></a><span class="co"># as.numeric()</span></span>
+<span id="cb72-2"><a href="#cb72-2" aria-hidden="true" tabindex="-1"></a><span class="co"># as.integer()</span></span>
+<span id="cb72-3"><a href="#cb72-3" aria-hidden="true" tabindex="-1"></a><span class="co"># as.character()</span></span>
+<span id="cb72-4"><a href="#cb72-4" aria-hidden="true" tabindex="-1"></a><span class="co"># as.factor()</span></span>
+<span id="cb72-5"><a href="#cb72-5" aria-hidden="true" tabindex="-1"></a><span class="co"># ...</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Let’s make a tibble from two vectors</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb74"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb74-1"><a href="#cb74-1" aria-hidden="true" tabindex="-1"></a>my_data <span class="ot">&lt;-</span> <span class="fu">tibble</span>(<span class="at">name =</span> people, </span>
-<span id="cb74-2"><a href="#cb74-2" aria-hidden="true" tabindex="-1"></a>                  <span class="at">joined_year =</span> joined_year)</span>
-<span id="cb74-3"><a href="#cb74-3" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb74-4"><a href="#cb74-4" aria-hidden="true" tabindex="-1"></a>my_data</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb73"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb73-1"><a href="#cb73-1" aria-hidden="true" tabindex="-1"></a>my_data <span class="ot">&lt;-</span> <span class="fu">tibble</span>(<span class="at">name =</span> people, </span>
+<span id="cb73-2"><a href="#cb73-2" aria-hidden="true" tabindex="-1"></a>                  <span class="at">joined_year =</span> joined_year)</span>
+<span id="cb73-3"><a href="#cb73-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb73-4"><a href="#cb73-4" aria-hidden="true" tabindex="-1"></a>my_data</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: 8 × 2
   name      joined_year
@@ -721,7 +726,7 @@ <h2 class="anchored" data-anchor-id="data-structures">Data structures</h2>
 7 Thile            2020
 8 Helene           2024</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb76"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb76-1"><a href="#cb76-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(my_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb75"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb75-1"><a href="#cb75-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(my_data)</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] "tbl_df"     "tbl"        "data.frame"</code></pre>
 </div>
@@ -729,20 +734,20 @@ <h2 class="anchored" data-anchor-id="data-structures">Data structures</h2>
 <p>Just like you can convert between different data types, you can convert between data structures/objects.</p>
 <p><strong>Convert tibble to dataframe</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb78"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb78-1"><a href="#cb78-1" aria-hidden="true" tabindex="-1"></a>my_data2 <span class="ot">&lt;-</span> <span class="fu">as.data.frame</span>(my_data)</span>
-<span id="cb78-2"><a href="#cb78-2" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(my_data2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb77"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb77-1"><a href="#cb77-1" aria-hidden="true" tabindex="-1"></a>my_data2 <span class="ot">&lt;-</span> <span class="fu">as.data.frame</span>(my_data)</span>
+<span id="cb77-2"><a href="#cb77-2" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(my_data2)</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] "data.frame"</code></pre>
 </div>
 </div>
 <p><strong>Convert classes with the ‘as.’ functions</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb80"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb80-1"><a href="#cb80-1" aria-hidden="true" tabindex="-1"></a><span class="co"># as.data.frame()</span></span>
-<span id="cb80-2"><a href="#cb80-2" aria-hidden="true" tabindex="-1"></a><span class="co"># as.matrix()</span></span>
-<span id="cb80-3"><a href="#cb80-3" aria-hidden="true" tabindex="-1"></a><span class="co"># as.list()</span></span>
-<span id="cb80-4"><a href="#cb80-4" aria-hidden="true" tabindex="-1"></a><span class="co"># as.table()</span></span>
-<span id="cb80-5"><a href="#cb80-5" aria-hidden="true" tabindex="-1"></a><span class="co"># ...</span></span>
-<span id="cb80-6"><a href="#cb80-6" aria-hidden="true" tabindex="-1"></a><span class="co"># as_tibble()</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb79"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb79-1"><a href="#cb79-1" aria-hidden="true" tabindex="-1"></a><span class="co"># as.data.frame()</span></span>
+<span id="cb79-2"><a href="#cb79-2" aria-hidden="true" tabindex="-1"></a><span class="co"># as.matrix()</span></span>
+<span id="cb79-3"><a href="#cb79-3" aria-hidden="true" tabindex="-1"></a><span class="co"># as.list()</span></span>
+<span id="cb79-4"><a href="#cb79-4" aria-hidden="true" tabindex="-1"></a><span class="co"># as.table()</span></span>
+<span id="cb79-5"><a href="#cb79-5" aria-hidden="true" tabindex="-1"></a><span class="co"># ...</span></span>
+<span id="cb79-6"><a href="#cb79-6" aria-hidden="true" tabindex="-1"></a><span class="co"># as_tibble()</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 </section>
 <section id="fundamental-operations" class="level2">
@@ -751,7 +756,7 @@ <h2 class="anchored" data-anchor-id="fundamental-operations">Fundamental operati
 <p>1. Simply call it and it will be printed to the console. 2. With large object it is preferable to use `head()` or `tail()` to only see the first or last part. 3. To see the data in a tabular excel style format you can use `view()`</p>
 <p><strong>Look at the “head” of an object</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb81"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb81-1"><a href="#cb81-1" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(my_data, <span class="at">n =</span> <span class="dv">4</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb80"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb80-1"><a href="#cb80-1" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(my_data, <span class="at">n =</span> <span class="dv">4</span>)</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: 4 × 2
   name    joined_year
@@ -764,18 +769,18 @@ <h2 class="anchored" data-anchor-id="fundamental-operations">Fundamental operati
 </div>
 <p><strong>Open up tibble as a table (Excel style)</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb83"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb83-1"><a href="#cb83-1" aria-hidden="true" tabindex="-1"></a><span class="fu">view</span>(my_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb82"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb82-1"><a href="#cb82-1" aria-hidden="true" tabindex="-1"></a><span class="fu">view</span>(my_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>dim(), short for dimensions, which returns the number of rows and columns of an R object</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb84"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb84-1"><a href="#cb84-1" aria-hidden="true" tabindex="-1"></a><span class="fu">dim</span>(my_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb83"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb83-1"><a href="#cb83-1" aria-hidden="true" tabindex="-1"></a><span class="fu">dim</span>(my_data)</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] 8 2</code></pre>
 </div>
 </div>
 <p><strong>Look at a single column from a tibble using the ‘$’ symbol</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb86"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb86-1"><a href="#cb86-1" aria-hidden="true" tabindex="-1"></a>my_data<span class="sc">$</span>joined_year</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb85"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb85-1"><a href="#cb85-1" aria-hidden="true" tabindex="-1"></a>my_data<span class="sc">$</span>joined_year</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] 2019 2020 2020 2021 2023 2022 2020 2024</code></pre>
 </div>
diff --git a/Teachers/Presentations/HTMLs/presentation2.html b/Teachers/Presentations/HTMLs/presentation2.html
index c21cf71..4d11d7c 100644
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+++ b/Teachers/Presentations/HTMLs/presentation2.html
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) 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-# set working directory absolute path
-setwd(&quot;~/Desktop/FromExceltoR/Presentations&quot;)</code></pre>
-<hr />
-</div>
-<div id="import-data" class="section level2">
-<h2>Import data</h2>
-<p>Data from Excel files can be imported via the <em>Import Dataset</em>
-facility. You may get the message that the package
-<strong>readxl</strong> should be installed. If so, then install it as
-explained for <strong>tidyverse</strong> above.</p>
-<ul>
-<li><p>Find <em>Import Data</em> in the upper right window in RStudio,
-and choose <em>From Excel</em> in the dropdown menu.</p></li>
-<li><p>A new window opens. Browse for the relevant Excel file; then a
-preview of the dataset is shown. Check that it looks OK, and click
-<em>Import</em>.</p></li>
-<li><p>Three things happened: Three lines of code was generated (and
-executed) in the Console, a new dataset now appears in the Environment
-window, and the dataset is shown in the top left window. Check again
-that it looks OK.</p></li>
-<li><p>Copy the first two lines of code into your R script (or into an R
-chunk in your Markdown document), but delete line starting with
-<code>View</code> and write instead the name of the dataset, here
-<strong>crohns</strong>. Then the first 10 lines of the data set are
-printed.</p></li>
-</ul>
-<pre class="r"><code>library(readxl)
 
-# working directory on my computer, replace with path for your computer
-setwd(&quot;~/Documents/Heads_center_management/courses/excel_to_r/oct2022/FromExceltoR/Presentations&quot;)
 
-crohns &lt;- read_excel(&quot;data/crohns_disease.xlsx&quot;)
-crohns</code></pre>
-<pre><code>## # A tibble: 117 × 9
-##       ID nrAdvE   BMI height country sex     age weight treat  
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
-##  1 19908      4  25.2    163 c1      F        47     67 placebo
-##  2 19909      4  23.8    164 c1      F        53     64 d1     
-##  3 19910      1  23.0    164 c1      F        68     62 placebo
-##  4 20908      1  25.7    165 c1      F        48     70 d2     
-##  5 20909      2  26.0    170 c1      F        67     75 placebo
-##  6 20910      2  28.7    168 c1      F        54     81 d1     
-##  7 21908      3  26.6    161 c1      F        53     69 d1     
-##  8 21909      0  26.2    168 c1      F        53     74 placebo
-##  9 21910      1  32.0    154 c1      F        47     76 d2     
-## 10 21911      0  33.3    157 c1      F        58     82 placebo
-## # … with 107 more rows
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<p>R has stored the data in a so-called <em>tibble</em>, a type of data
-frame. Rows are referred to as <em>observations</em> or <em>data
-lines</em>, columns as <em>variables</em>. The data rows appear in the
-order as in the Excel file.</p>
-<p>A slight digression: If data are saved in a csv file (comma separated
-values), possibly generated via an Excel sheet, then data can be read
-with the read_csv function. For example, if the data file is called
-<code>mydata.csv</code> and values are separated with commas, then the
-command</p>
-<pre class="r"><code>mydata &lt;- read.csv(&quot;mydata.csv&quot;, sep=&quot;,&quot;)</code></pre>
-<p>creates a data frame in R with the data. The data frame is
-<em>not</em> a tibble and some of the commands below would not work for
-such a data frame.</p>
-<hr />
-</div>
-<div id="about-the-data" class="section level2">
-<h2>About the data</h2>
-<p>The dataset is from a study of the adverse events of a drug on 117
-patients affected by Crohn’s disease (a chronic inflammatory disease of
-the intestines). See <a href="https://rdrr.io/cran/robustbase/man/CrohnD.html" class="uri">https://rdrr.io/cran/robustbase/man/CrohnD.html</a> for
-further info and descriptions of the included columns.</p>
-<hr />
-</div>
-<div id="data-structures-vector-tibble-and-data.frame" class="section level2">
-<h2>Data structures: <code>vector</code>, <code>tibble</code> and
-<code>data.frame</code></h2>
-<p>You will need to make structures or convert between these in R. In
-the example below we will convert a tibble to a dataframe.</p>
-<pre class="r"><code># Convert existing object to a dataframe:
-crohns2 &lt;-  as.data.frame(crohns)
-head(crohns2) # head/top of object</code></pre>
-<pre><code>##      ID nrAdvE   BMI height country sex age weight   treat
-## 1 19908      4 25.22    163      c1   F  47     67 placebo
-## 2 19909      4 23.80    164      c1   F  53     64      d1
-## 3 19910      1 23.05    164      c1   F  68     62 placebo
-## 4 20908      1 25.71    165      c1   F  48     70      d2
-## 5 20909      2 25.95    170      c1   F  67     75 placebo
-## 6 20910      2 28.70    168      c1   F  54     81      d1</code></pre>
-<p>Variables can be extracted with the $-syntax, and we can use squared
-brackets to show only the first 40, say, values.</p>
-<pre class="r"><code># Extract time variable by use of $ syntax
-height_vector &lt;- crohns$height
+<div class="quarto-title-meta">
 
-# First 40 observation in vector
-height_vector[1:40]</code></pre>
-<pre><code>##  [1] 163 164 164 165 170 168 161 168 154 157 152 159 170 160 177 164 172 159 156
-## [20] 182 182 162 156 157 164 163 153 159 158 156 156 180 150 165 172 158 173 155
-## [39] 156 182</code></pre>
-<pre class="r"><code># First five lines of dataset x[row, column]
-crohns[1:5,]</code></pre>
-<pre><code>## # A tibble: 5 × 9
-##      ID nrAdvE   BMI height country sex     age weight treat  
-##   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
-## 1 19908      4  25.2    163 c1      F        47     67 placebo
-## 2 19909      4  23.8    164 c1      F        53     64 d1     
-## 3 19910      1  23.0    164 c1      F        68     62 placebo
-## 4 20908      1  25.7    165 c1      F        48     70 d2     
-## 5 20909      2  26.0    170 c1      F        67     75 placebo</code></pre>
-<pre class="r"><code># Want to know what data type or structure you have, try the function class.
-class(crohns)</code></pre>
-<pre><code>## [1] &quot;tbl_df&quot;     &quot;tbl&quot;        &quot;data.frame&quot;</code></pre>
-<pre class="r"><code>class(crohns2)</code></pre>
-<pre><code>## [1] &quot;data.frame&quot;</code></pre>
-<pre class="r"><code>class(height_vector)</code></pre>
-<pre><code>## [1] &quot;numeric&quot;</code></pre>
-<pre class="r"><code># Get dimensions of your dataset
-dim(crohns)</code></pre>
-<pre><code>## [1] 117   9</code></pre>
-<p>Summary statistics like mean, standard deviation, median are easily
-computed for a vector.</p>
-<p>Examples of R functions for computing summary statistics:
-<code>length</code>, <code>mean</code>, <code>median</code>,
-<code>sd</code>, <code>var</code>, <code>sum</code>,
-<code>quantile</code>, <code>min</code>, <code>max</code>,
-<code>IQR</code>.</p>
-<pre class="r"><code>length(height_vector)</code></pre>
-<pre><code>## [1] 117</code></pre>
-<pre class="r"><code>mean(height_vector)</code></pre>
-<pre><code>## [1] 162.6667</code></pre>
-<pre class="r"><code>sd(height_vector)</code></pre>
-<pre><code>## [1] 8.784783</code></pre>
-<pre class="r"><code>median(height_vector)</code></pre>
-<pre><code>## [1] 162</code></pre>
-<pre class="r"><code>min(height_vector)</code></pre>
-<pre><code>## [1] 124</code></pre>
-<hr />
-</div>
-<div id="filtering-data-selecting-rows-filter" class="section level2">
-<h2>Filtering data (selecting rows): <code>filter</code></h2>
-<p>The <code>filter</code> function is used to make sub-datasets where
-only certain datalines (rows) are maintained. It’s described with
-<em>logical expressions</em> which datalines should be kept in the
-dataset.</p>
-<p>Say that we only want to look at female patients:</p>
-<pre class="r"><code>crohns %&gt;% 
-  filter(sex == &#39;F&#39;)</code></pre>
-<pre><code>## # A tibble: 100 × 9
-##       ID nrAdvE   BMI height country sex     age weight treat  
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
-##  1 19908      4  25.2    163 c1      F        47     67 placebo
-##  2 19909      4  23.8    164 c1      F        53     64 d1     
-##  3 19910      1  23.0    164 c1      F        68     62 placebo
-##  4 20908      1  25.7    165 c1      F        48     70 d2     
-##  5 20909      2  26.0    170 c1      F        67     75 placebo
-##  6 20910      2  28.7    168 c1      F        54     81 d1     
-##  7 21908      3  26.6    161 c1      F        53     69 d1     
-##  8 21909      0  26.2    168 c1      F        53     74 placebo
-##  9 21910      1  32.0    154 c1      F        47     76 d2     
-## 10 21911      0  33.3    157 c1      F        58     82 placebo
-## # … with 90 more rows
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<p>Or say that only want patients older than 65:</p>
-<pre class="r"><code>seniors &lt;- crohns %&gt;% 
-  filter(age &gt; 65)
-seniors</code></pre>
-<pre><code>## # A tibble: 21 × 9
-##       ID nrAdvE   BMI height country sex     age weight treat  
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
-##  1 19910      1  23.0    164 c1      F        68     62 placebo
-##  2 20909      2  26.0    170 c1      F        67     75 placebo
-##  3 22908      5  18.2    159 c1      F        66     46 d2     
-##  4 22909      8  30.8    156 c1      M        71     75 placebo
-##  5 22911      3  24.8    182 c1      M        68     82 d2     
-##  6 22914      3  25.2    157 c1      F        75     62 d2     
-##  7 24912      0  25.2    162 c1      F        69     66 placebo
-##  8 25920      1  27.9    164 c1      F        69     75 d1     
-##  9 26908      0  25.8    150 c1      F        73     58 d1     
-## 10 26910      0  19.1    165 c1      F        66     52 d1     
-## # … with 11 more rows
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<p>Notice that this result is assigned to the new tibble
-<strong>seniors</strong>. It has 21 data lines, i.e. patients. The
-original data called <strong>crohns</strong> still exists with all 117
-patients.</p>
-<p>Filtering requires <em>logical predicates</em>. These are expressions
-in terms of columns, which evaluate to either <code>TRUE</code> or
-<code>FALSE</code> for each row. Logical expressions can be combined
-with logical operations.</p>
-<ul>
-<li><p>Comparisons: <code>==</code>, <code>!=</code>, <code>&lt;</code>,
-<code>&gt;</code>, <code>&lt;=</code>, <code>&gt;=</code>,
-<code>%in%</code>, <code>is.na</code></p></li>
-<li><p>Logical operations: <code>!</code> (not), <code>|</code> (or),
-<code>&amp;</code> (and). A comma can be used instead of
-<code>&amp;</code></p></li>
-</ul>
-<p>Here comes a subset with two conditions:</p>
-<pre class="r"><code># Here are patients aged 65 or younger who received drug 1:
-crohns %&gt;% 
-  filter(age &lt;= 65 &amp; treat == &#39;d1&#39;)</code></pre>
-<pre><code>## # A tibble: 33 × 9
-##       ID nrAdvE   BMI height country sex     age weight treat
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;
-##  1 19909      4  23.8    164 c1      F        53     64 d1   
-##  2 20910      2  28.7    168 c1      F        54     81 d1   
-##  3 21908      3  26.6    161 c1      F        53     69 d1   
-##  4 21916      0  23.9    177 c1      M        56     75 d1   
-##  5 22916      2  30.9    163 c1      F        53     82 d1   
-##  6 23908      0  30.4    158 c1      F        55     76 d1   
-##  7 23909      0  23.4    156 c1      F        44     57 d1   
-##  8 23910      0  26.7    156 c1      F        59     65 d1   
-##  9 23912      0  16      150 c1      F        28     36 d1   
-## 10 24909      0  22.5    155 c1      F        52     54 d1   
-## # … with 23 more rows
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<p>A helpful function to know which treatments are in the data and what
-they are called can be:</p>
-<pre class="r"><code># How many different treatments do we have?
-distinct(crohns, treat)</code></pre>
-<pre><code>## # A tibble: 3 × 1
-##   treat  
-##   &lt;chr&gt;  
-## 1 placebo
-## 2 d1     
-## 3 d2</code></pre>
-<p>And if you are looking for multiple values for a given variable:</p>
-<pre class="r"><code>crohns %&gt;% filter(treat %in% c(&quot;d1&quot;,&quot;d2&quot;), age &lt;= 65)</code></pre>
-<pre><code>## # A tibble: 67 × 9
-##       ID nrAdvE   BMI height country sex     age weight treat
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;
-##  1 19909      4  23.8    164 c1      F        53     64 d1   
-##  2 20908      1  25.7    165 c1      F        48     70 d2   
-##  3 20910      2  28.7    168 c1      F        54     81 d1   
-##  4 21908      3  26.6    161 c1      F        53     69 d1   
-##  5 21910      1  32.0    154 c1      F        47     76 d2   
-##  6 21912      5  32.5    152 c1      F        63     75 d2   
-##  7 21913      2  37.6    159 c1      F        54     95 d2   
-##  8 21915      0  23.0    160 c1      F        54     59 d2   
-##  9 21916      0  23.9    177 c1      M        56     75 d1   
-## 10 21917      0  36.4    164 c1      F        51     98 d2   
-## # … with 57 more rows
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<hr />
-</div>
-<div id="selecting-variables-select" class="section level2">
-<h2>Selecting variables: <code>select</code></h2>
-<p>Sometimes, datasets has many variables of which only some are
-relevant for the analysis. Variables can be selected or skipped with the
-<code>select</code> function.</p>
-<pre class="r"><code># select only BMI, age and the number of adverse events:
-subset_1 &lt;- crohns %&gt;% 
-  select(nrAdvE, BMI, age)
-subset_1</code></pre>
-<pre><code>## # A tibble: 117 × 3
-##    nrAdvE   BMI   age
-##     &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt;
-##  1      4  25.2    47
-##  2      4  23.8    53
-##  3      1  23.0    68
-##  4      1  25.7    48
-##  5      2  26.0    67
-##  6      2  28.7    54
-##  7      3  26.6    53
-##  8      0  26.2    53
-##  9      1  32.0    47
-## 10      0  33.3    58
-## # … with 107 more rows
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<p>Notice that we have made a new dataframe, <strong>downloads4</strong>
-with only three variables.</p>
-<hr />
-</div>
-<div id="transformations-of-data" class="section level2">
-<h2>Transformations of data</h2>
-<p>Tranformations of existing variables in the data set can be computed
-and included in the data set with the <code>mutate</code> function.</p>
-<p>We first compute the height in meters, based on the original height
-column:</p>
-<pre class="r"><code># We want to add height in meters
-crohns &lt;- crohns %&gt;% 
-  mutate(height_m = height/100)
-crohns</code></pre>
-<pre><code>## # A tibble: 117 × 10
-##       ID nrAdvE   BMI height country sex     age weight treat   height_m
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt;
-##  1 19908      4  25.2    163 c1      F        47     67 placebo     1.63
-##  2 19909      4  23.8    164 c1      F        53     64 d1          1.64
-##  3 19910      1  23.0    164 c1      F        68     62 placebo     1.64
-##  4 20908      1  25.7    165 c1      F        48     70 d2          1.65
-##  5 20909      2  26.0    170 c1      F        67     75 placebo     1.7 
-##  6 20910      2  28.7    168 c1      F        54     81 d1          1.68
-##  7 21908      3  26.6    161 c1      F        53     69 d1          1.61
-##  8 21909      0  26.2    168 c1      F        53     74 placebo     1.68
-##  9 21910      1  32.0    154 c1      F        47     76 d2          1.54
-## 10 21911      0  33.3    157 c1      F        58     82 placebo     1.57
-## # … with 107 more rows
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<p>We then make a new categorial variable, <strong>underweight</strong>,
-which is “Yes” if BMI &lt; 18.5 and “No” otherwise</p>
-<pre class="r"><code>crohns &lt;- crohns %&gt;% 
-  mutate(underweight = ifelse(BMI &lt; 18.5, &quot;Yes&quot;, &quot;No&quot;))
-crohns</code></pre>
-<pre><code>## # A tibble: 117 × 11
-##       ID nrAdvE   BMI height country sex     age weight treat   height_m under…¹
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt; &lt;chr&gt;  
-##  1 19908      4  25.2    163 c1      F        47     67 placebo     1.63 No     
-##  2 19909      4  23.8    164 c1      F        53     64 d1          1.64 No     
-##  3 19910      1  23.0    164 c1      F        68     62 placebo     1.64 No     
-##  4 20908      1  25.7    165 c1      F        48     70 d2          1.65 No     
-##  5 20909      2  26.0    170 c1      F        67     75 placebo     1.7  No     
-##  6 20910      2  28.7    168 c1      F        54     81 d1          1.68 No     
-##  7 21908      3  26.6    161 c1      F        53     69 d1          1.61 No     
-##  8 21909      0  26.2    168 c1      F        53     74 placebo     1.68 No     
-##  9 21910      1  32.0    154 c1      F        47     76 d2          1.54 No     
-## 10 21911      0  33.3    157 c1      F        58     82 placebo     1.57 No     
-## # … with 107 more rows, and abbreviated variable name ¹​underweight
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<hr />
-</div>
-<div id="counting-tabulation-of-categorical-variables-count" class="section level2">
-<h2>Counting, tabulation of categorical variables:
-<code>count</code></h2>
-<p>The <code>count</code> function is useful for counting data
-datalines, possibly according to certain criteria or for the different
-levels of categorical values.</p>
-<pre class="r"><code># Total number of observations in the current dataset
-count(crohns)</code></pre>
-<pre><code>## # A tibble: 1 × 1
-##       n
-##   &lt;int&gt;
-## 1   117</code></pre>
-<pre class="r"><code># How many observations, i.e. patients do we have per treatment?
-count(crohns, treat)</code></pre>
-<pre><code>## # A tibble: 3 × 2
-##   treat       n
-##   &lt;chr&gt;   &lt;int&gt;
-## 1 d1         39
-## 2 d2         39
-## 3 placebo    39</code></pre>
-<pre class="r"><code># How many patients are older than 65?
-count(crohns, age&gt;65)</code></pre>
-<pre><code>## # A tibble: 2 × 2
-##   `age &gt; 65`     n
-##   &lt;lgl&gt;      &lt;int&gt;
-## 1 FALSE         96
-## 2 TRUE          21</code></pre>
-<hr />
-</div>
-<div id="sorting-data-arrange" class="section level2">
-<h2>Sorting data: <code>arrange</code></h2>
-<p>The <code>arrange</code> function can be used to sort the data
-according to one or more columns.</p>
-<p>Let’s sort the data according to patient age (ascending order). The
-first lines of the sorted data set is printed on-screen, but the dataset
-<strong>crohn</strong> has <em>not</em> been changed since we did not
-re-assign.</p>
-<pre class="r"><code># Sort by age
-arrange(crohns, age)</code></pre>
-<pre><code>## # A tibble: 117 × 11
-##       ID nrAdvE   BMI height country sex     age weight treat   height_m under…¹
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt; &lt;chr&gt;  
-##  1 28912      0  24.0    166 c1      F        19     66 d1          1.66 No     
-##  2 23912      0  16      150 c1      F        28     36 d1          1.5  Yes    
-##  3 22915      3  25.3    164 c1      F        29     68 d2          1.64 No     
-##  4 54924      0  22.8    161 c2      F        30     59 d2          1.61 No     
-##  5 28909      0  24.3    172 c1      F        33     72 d1          1.72 No     
-##  6 53909      3  23.7    172 c2      M        35     70 placebo     1.72 No     
-##  7 22912      2  21.0    162 c1      F        36     55 placebo     1.62 No     
-##  8 51908      0  23.7    172 c2      M        38     70 d2          1.72 No     
-##  9 24908      1  27.1    173 c1      F        39     81 placebo     1.73 No     
-## 10 25911      8  21.1    154 c1      F        39     50 d2          1.54 No     
-## # … with 107 more rows, and abbreviated variable name ¹​underweight
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<p>Two different examples:</p>
-<pre class="r"><code># Sort according to age size in descending order
-arrange(crohns, desc(age))</code></pre>
-<pre><code>## # A tibble: 117 × 11
-##       ID nrAdvE   BMI height country sex     age weight treat   height_m under…¹
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt; &lt;chr&gt;  
-##  1 22914      3  25.2    157 c1      F        75     62 d2          1.57 No     
-##  2 54926      0  20.5    153 c2      F        74     48 placebo     1.53 No     
-##  3 26908      0  25.8    150 c1      F        73     58 d1          1.5  No     
-##  4 54933      2  26.4    165 c2      F        73     72 placebo     1.65 No     
-##  5 22909      8  30.8    156 c1      M        71     75 placebo     1.56 No     
-##  6 53910      6  24.8    162 c2      F        70     65 d1          1.62 No     
-##  7 54929      1  25.5    152 c2      F        70     59 d2          1.52 No     
-##  8 24912      0  25.2    162 c1      F        69     66 placebo     1.62 No     
-##  9 25920      1  27.9    164 c1      F        69     75 d1          1.64 No     
-## 10 53908      1  31.2    152 c2      F        69     72 placebo     1.52 No     
-## # … with 107 more rows, and abbreviated variable name ¹​underweight
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<pre class="r"><code># We can also sort after sex first and then according to age size in descending order
-arrange(crohns, sex, desc(age))</code></pre>
-<pre><code>## # A tibble: 117 × 11
-##       ID nrAdvE   BMI height country sex     age weight treat   height_m under…¹
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt; &lt;chr&gt;  
-##  1 22914      3  25.2    157 c1      F        75     62 d2          1.57 No     
-##  2 54926      0  20.5    153 c2      F        74     48 placebo     1.53 No     
-##  3 26908      0  25.8    150 c1      F        73     58 d1          1.5  No     
-##  4 54933      2  26.4    165 c2      F        73     72 placebo     1.65 No     
-##  5 53910      6  24.8    162 c2      F        70     65 d1          1.62 No     
-##  6 54929      1  25.5    152 c2      F        70     59 d2          1.52 No     
-##  7 24912      0  25.2    162 c1      F        69     66 placebo     1.62 No     
-##  8 25920      1  27.9    164 c1      F        69     75 d1          1.64 No     
-##  9 53908      1  31.2    152 c2      F        69     72 placebo     1.52 No     
-## 10 19910      1  23.0    164 c1      F        68     62 placebo     1.64 No     
-## # … with 107 more rows, and abbreviated variable name ¹​underweight
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<hr />
-</div>
-<div id="grouping-group_by" class="section level2">
-<h2>Grouping: <code>group_by</code></h2>
-<p>We can group the dataset by one or more categorical variables with
-<code>group_by</code>. The dataset is not changed as such, but - as we
-will see - grouping can be useful for computation of summary statistics
-and graphics.</p>
-<p>Here we group after sex (first) <em>and</em> the treat variable
-(second). The only way we can see it at this point is in the second line
-in the output (<code># Groups:</code>):</p>
-<pre class="r"><code># Group according to sex
-group_by(crohns, sex)</code></pre>
-<pre><code>## # A tibble: 117 × 11
-## # Groups:   sex [2]
-##       ID nrAdvE   BMI height country sex     age weight treat   height_m under…¹
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt; &lt;chr&gt;  
-##  1 19908      4  25.2    163 c1      F        47     67 placebo     1.63 No     
-##  2 19909      4  23.8    164 c1      F        53     64 d1          1.64 No     
-##  3 19910      1  23.0    164 c1      F        68     62 placebo     1.64 No     
-##  4 20908      1  25.7    165 c1      F        48     70 d2          1.65 No     
-##  5 20909      2  26.0    170 c1      F        67     75 placebo     1.7  No     
-##  6 20910      2  28.7    168 c1      F        54     81 d1          1.68 No     
-##  7 21908      3  26.6    161 c1      F        53     69 d1          1.61 No     
-##  8 21909      0  26.2    168 c1      F        53     74 placebo     1.68 No     
-##  9 21910      1  32.0    154 c1      F        47     76 d2          1.54 No     
-## 10 21911      0  33.3    157 c1      F        58     82 placebo     1.57 No     
-## # … with 107 more rows, and abbreviated variable name ¹​underweight
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<pre class="r"><code># We also group according to several variables!
-# How many groups will we get?
-group_by(crohns, sex, treat)</code></pre>
-<pre><code>## # A tibble: 117 × 11
-## # Groups:   sex, treat [6]
-##       ID nrAdvE   BMI height country sex     age weight treat   height_m under…¹
-##    &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt; &lt;chr&gt;  
-##  1 19908      4  25.2    163 c1      F        47     67 placebo     1.63 No     
-##  2 19909      4  23.8    164 c1      F        53     64 d1          1.64 No     
-##  3 19910      1  23.0    164 c1      F        68     62 placebo     1.64 No     
-##  4 20908      1  25.7    165 c1      F        48     70 d2          1.65 No     
-##  5 20909      2  26.0    170 c1      F        67     75 placebo     1.7  No     
-##  6 20910      2  28.7    168 c1      F        54     81 d1          1.68 No     
-##  7 21908      3  26.6    161 c1      F        53     69 d1          1.61 No     
-##  8 21909      0  26.2    168 c1      F        53     74 placebo     1.68 No     
-##  9 21910      1  32.0    154 c1      F        47     76 d2          1.54 No     
-## 10 21911      0  33.3    157 c1      F        58     82 placebo     1.57 No     
-## # … with 107 more rows, and abbreviated variable name ¹​underweight
-## # ℹ Use `print(n = ...)` to see more rows</code></pre>
-<hr />
-</div>
-<div id="summary-statistics-revisited-summarize" class="section level2">
-<h2>Summary statistics, revisited: <code>summarize</code></h2>
-<p>Recall how we could compute summary statistics for a single variable
-in a dataset, e.g.</p>
-<pre class="r"><code>mean(crohns$age)</code></pre>
-<pre><code>## [1] 54.65812</code></pre>
-<pre class="r"><code>max(crohns$age)</code></pre>
-<pre><code>## [1] 75</code></pre>
-<p>With <code>summarize</code> we can compute summary statistics for a
-variable for each level of a grouping variable or for each combination
-of several grouping variables.</p>
-<p>First, a bunch of summaries for the age variable for each machine
-name, where we give explicit names for the new variables:</p>
-<pre class="r"><code>crohns %&gt;%                      # the dataset
-  group_by(sex) %&gt;%             # grouped by sex
-  summarise(avg = mean(age),    # calculate mean of the age
-            med = median(age),  # calc median
-            stdev = sd(age),    # calc standard dev.
-            n = n())            # get the number of observations</code></pre>
-<pre><code>## # A tibble: 2 × 5
-##   sex     avg   med stdev     n
-##   &lt;chr&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;int&gt;
-## 1 F      54.7    55  10.8   100
-## 2 M      54.3    56  10.4    17</code></pre>
-<p>Second, the same thing but for each combination of sex and
-treatment:</p>
-<pre class="r"><code>crohns %&gt;%                              # the dataset
-  group_by(sex, treat) %&gt;%              # grouped by sex
-  summarise(avg = mean(nrAdvE),         # calculate mean number of adverse events
-            med = median(nrAdvE),       # calc median
-            max = max(nrAdvE),          # calc max 
-            stdev = sd(nrAdvE),         # calc standard dev.
-            total_events = sum(nrAdvE), # calc cumulative sum 
-            n = n())                    # get the number of observations</code></pre>
-<pre><code>## # A tibble: 6 × 8
-## # Groups:   sex [2]
-##   sex   treat     avg   med   max stdev total_events     n
-##   &lt;chr&gt; &lt;chr&gt;   &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt;        &lt;dbl&gt; &lt;int&gt;
-## 1 F     d1       1.5      0     7  2.08           51    34
-## 2 F     d2       2.12     1     9  2.71           72    34
-## 3 F     placebo  2.16     1    12  3.09           69    32
-## 4 M     d1       2        0     9  3.94           10     5
-## 5 M     d2       2.2      2     6  2.49           11     5
-## 6 M     placebo  3.57     3     8  3.41           25     7</code></pre>
-<p>The datasets with summaries can be saved as datasets themselves, for
-example to be used as the basis for certain graphs.</p>
-<hr />
-</div>
-<div id="the-pipe-operator" class="section level2">
-<h2>The pipe operator: <code>%&gt;%</code></h2>
-<p>Two or more function calls can be evaluated sequentially using the
-so-called pipe operator, <code>%&gt;%</code>. Nesting of function calls
-becomes more readable, and intermediate assignments are avoided.</p>
-<p>Let’s try it to do a bunch of things in one go, starting with the
-original dataset:</p>
-<pre class="r"><code>crohns %&gt;%                              # the dataset
-  filter(age &gt; 65) %&gt;%                  # filtered to only people over 65
-  group_by(sex, treat) %&gt;%              # Grouping 
-  summarise(avg = mean(nrAdvE),         # calculate mean number of adverse events
-            med = median(nrAdvE),       # calc median
-            max = max(nrAdvE),          # calc max 
-            stdev = sd(nrAdvE),         # calc standard dev.
-            total_events = sum(nrAdvE), # calc cumulative sum 
-            n = n()) %&gt;%                # get the number of observations
-  arrange(avg)                          # Sort output by the mean</code></pre>
-<pre><code>## # A tibble: 5 × 8
-## # Groups:   sex [2]
-##   sex   treat     avg   med   max stdev total_events     n
-##   &lt;chr&gt; &lt;chr&gt;   &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt;        &lt;dbl&gt; &lt;int&gt;
-## 1 F     d1       1.83   0.5     6  2.56           11     6
-## 2 F     placebo  2.22   1      12  3.73           20     9
-## 3 F     d2       3      3       5  2               9     3
-## 4 M     d2       4.5    4.5     6  2.12            9     2
-## 5 M     placebo  8      8       8 NA               8     1</code></pre>
-<hr />
-<p>Below is an example of how to use the family of <code>_join</code>
-function included in tidyverse. They are useful for combining two (or
-more) datasets, even if the sets only contain partial/subset of
-information.</p>
-<pre class="r"><code># Join tibbles with subsets of information together:
+    
+  
+    
+  </div>
+  
 
-# We create two made up datasets to illustrate the different kinds of merging.
 
-# department name and number of patients treated 
-dat1 &lt;- tibble(department=c(&quot;oncology&quot;,&quot;paediatry&quot;,&quot;heart_diseases&quot;,&quot;child_birth&quot;, &quot;intensive_care&quot;),
-               patients_treated=c(605,1145,865,700,455))
+</header>
 
-# department name and yearly expenses
-dat2 &lt;- tibble(department=c(&quot;oncology&quot;,&quot;intensive_care&quot;,&quot;heart_diseases&quot;,&quot;neurology&quot;, &quot;physioterapy&quot;),
-               expense=c(30, 25, 17, 21, 12))
 
-# all departments from tibble on the left are kept
-left_join(dat1, dat2)</code></pre>
-<pre><code>## # A tibble: 5 × 3
-##   department     patients_treated expense
-##   &lt;chr&gt;                     &lt;dbl&gt;   &lt;dbl&gt;
-## 1 oncology                    605      30
-## 2 paediatry                  1145      NA
-## 3 heart_diseases              865      17
-## 4 child_birth                 700      NA
-## 5 intensive_care              455      25</code></pre>
-<pre class="r"><code># all departments from tibble on the right are kept
-right_join(dat1, dat2)</code></pre>
-<pre><code>## # A tibble: 5 × 3
-##   department     patients_treated expense
-##   &lt;chr&gt;                     &lt;dbl&gt;   &lt;dbl&gt;
-## 1 oncology                    605      30
-## 2 heart_diseases              865      17
-## 3 intensive_care              455      25
-## 4 neurology                    NA      21
-## 5 physioterapy                 NA      12</code></pre>
-<pre class="r"><code># only departments in both left and right tibble are kept 
-inner_join(dat1, dat2)</code></pre>
-<pre><code>## # A tibble: 3 × 3
-##   department     patients_treated expense
-##   &lt;chr&gt;                     &lt;dbl&gt;   &lt;dbl&gt;
-## 1 oncology                    605      30
-## 2 heart_diseases              865      17
-## 3 intensive_care              455      25</code></pre>
-<pre class="r"><code># all departments, from both tibbles are kept
-full_join(dat1, dat2)</code></pre>
-<pre><code>## # A tibble: 7 × 3
-##   department     patients_treated expense
-##   &lt;chr&gt;                     &lt;dbl&gt;   &lt;dbl&gt;
-## 1 oncology                    605      30
-## 2 paediatry                  1145      NA
-## 3 heart_diseases              865      17
-## 4 child_birth                 700      NA
-## 5 intensive_care              455      25
-## 6 neurology                    NA      21
-## 7 physioterapy                 NA      12</code></pre>
+<section id="load-packages" class="level2">
+<h2 class="anchored" data-anchor-id="load-packages">Load packages</h2>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Load tidyverse package</span></span>
+<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tidyverse)</span>
+<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="co"># Load a package that can read excel files</span></span>
+<span id="cb1-4"><a href="#cb1-4" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(readxl)</span>
+<span id="cb1-5"><a href="#cb1-5" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(readr)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
-
-
-
-
+</section>
+<section id="check-working-directory" class="level2">
+<h2 class="anchored" data-anchor-id="check-working-directory">Check working directory</h2>
+<p>Check working directory so you know from where you work.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="fu">getwd</span>()</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] "/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations"</code></pre>
 </div>
-
-<script>
-
-// add bootstrap table styles to pandoc tables
-function bootstrapStylePandocTables() {
-  $('tr.odd').parent('tbody').parent('table').addClass('table table-condensed');
-}
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-  bootstrapStylePandocTables();
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-
-$(document).ready(function () {
-  $('.tabset-dropdown > .nav-tabs > li').click(function () {
-    $(this).parent().toggleClass('nav-tabs-open');
+</div>
+</section>
+<section id="importing-data" class="level2">
+<h2 class="anchored" data-anchor-id="importing-data">Importing data</h2>
+<p>Often we will work with large datasets that already exist in i.e.&nbsp;an excel sheet or a tab separated file (.tsv). We can easily load that data into R, either with the <code>read_excel</code> function or by clicking on ‘Import Dataset’ in the Environment tab (right). We can also load data in via a command. Let’s do this now. Navigate to the data from your working directory. Use the tap-button to check what your options are.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="ot">&lt;-</span> <span class="fu">read_excel</span>(<span class="st">"../../Data/crohns_disease.xlsx"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="a-first-look-at-the-data" class="level2">
+<h2 class="anchored" data-anchor-id="a-first-look-at-the-data">A first look at the data</h2>
+<p><strong>Print first few lines of your dataset</strong></p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(crohns) </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: 6 × 9
+     ID nrAdvE   BMI height country sex     age weight treat  
+  &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
+1 19908      4  25.2    163 c1      F        47     67 placebo
+2 19909      4  23.8    164 c1      F        53     64 d1     
+3 19910      1  23.0    164 c1      F        68     62 placebo
+4 20908      1  25.7    165 c1      F        48     70 d2     
+5 20909      2  26.0    170 c1      F        67     75 placebo
+6 20910      2  28.7    168 c1      F        54     81 d1     </code></pre>
+</div>
+</div>
+<p><strong>Get the dimension of your dataset</strong></p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">dim</span>(crohns)</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] 117   9</code></pre>
+</div>
+</div>
+<p><strong>How many observations (rows) do have?</strong></p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="fu">nrow</span>(crohns)</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] 117</code></pre>
+</div>
+</div>
+<p>How many data columns are there and what are their types? Both ‘str’ and ‘summary’ will you what column types you have. Summary has some extra summary stats on numeric columns.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(crohns)</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>       ID            nrAdvE            BMI            height     
+ Min.   :19908   Min.   : 0.000   Min.   :16.00   Min.   :124.0  
+ 1st Qu.:23909   1st Qu.: 0.000   1st Qu.:23.05   1st Qu.:157.0  
+ Median :25919   Median : 1.000   Median :25.15   Median :162.0  
+ Mean   :34103   Mean   : 2.034   Mean   :26.06   Mean   :162.7  
+ 3rd Qu.:51909   3rd Qu.: 3.000   3rd Qu.:28.40   3rd Qu.:166.0  
+ Max.   :54937   Max.   :12.000   Max.   :44.06   Max.   :182.0  
+   country              sex                 age            weight      
+ Length:117         Length:117         Min.   :19.00   Min.   : 36.00  
+ Class :character   Class :character   1st Qu.:48.00   1st Qu.: 59.00  
+ Mode  :character   Mode  :character   Median :56.00   Median : 68.00  
+                                       Mean   :54.66   Mean   : 69.03  
+                                       3rd Qu.:62.00   3rd Qu.: 76.00  
+                                       Max.   :75.00   Max.   :117.00  
+    treat          
+ Length:117        
+ Class :character  
+ Mode  :character  
+                   
+                   
+                   </code></pre>
+</div>
+<div class="sourceCode cell-code" id="cb13"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="fu">str</span>(crohns)</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>tibble [117 × 9] (S3: tbl_df/tbl/data.frame)
+ $ ID     : num [1:117] 19908 19909 19910 20908 20909 ...
+ $ nrAdvE : num [1:117] 4 4 1 1 2 2 3 0 1 0 ...
+ $ BMI    : num [1:117] 25.2 23.8 23.1 25.7 25.9 ...
+ $ height : num [1:117] 163 164 164 165 170 168 161 168 154 157 ...
+ $ country: chr [1:117] "c1" "c1" "c1" "c1" ...
+ $ sex    : chr [1:117] "F" "F" "F" "F" ...
+ $ age    : num [1:117] 47 53 68 48 67 54 53 53 47 58 ...
+ $ weight : num [1:117] 67 64 62 70 75 81 69 74 76 82 ...
+ $ treat  : chr [1:117] "placebo" "d1" "placebo" "d2" ...</code></pre>
+</div>
+</div>
+</section>
+<section id="the-anatomy-of-tidyverse" class="level2">
+<h2 class="anchored" data-anchor-id="the-anatomy-of-tidyverse">The anatomy of tidyverse</h2>
+<p>Tidyverse is a collection of R packages that are great for data wrangling and visualizations. Tidyverse is often coded in a specific syntax that we will go through now.</p>
+<ol type="1">
+<li><p>The name of the new object you are creating. Can omit if you don’t want to save the result.</p></li>
+<li><p>The dataset we are working on.</p></li>
+<li><p>The function you want to perform on the dataset.</p></li>
+</ol>
+<p>In tidyverse we use the pipe symbol <code>%&gt;%</code>. Always make a new line after the pipe symbol for good structure.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb15"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a><span class="co"># new_object &lt;- dataset %&gt;%</span></span>
+<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a><span class="co">#   function1(arguments...) %&gt;% </span></span>
+<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a><span class="co">#   function2(arguments...)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="count-distinct-sort" class="level2">
+<h2 class="anchored" data-anchor-id="count-distinct-sort">Count, distinct, sort</h2>
+<p>Count and distinct are very useful to get information about your dataset!</p>
+<p>Variables (columns) can be numeric or categorical (characters, factors). Use the <code>str()</code> function to see the structure of your dataset.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span></span>
+<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">str</span>()</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>tibble [117 × 9] (S3: tbl_df/tbl/data.frame)
+ $ ID     : num [1:117] 19908 19909 19910 20908 20909 ...
+ $ nrAdvE : num [1:117] 4 4 1 1 2 2 3 0 1 0 ...
+ $ BMI    : num [1:117] 25.2 23.8 23.1 25.7 25.9 ...
+ $ height : num [1:117] 163 164 164 165 170 168 161 168 154 157 ...
+ $ country: chr [1:117] "c1" "c1" "c1" "c1" ...
+ $ sex    : chr [1:117] "F" "F" "F" "F" ...
+ $ age    : num [1:117] 47 53 68 48 67 54 53 53 47 58 ...
+ $ weight : num [1:117] 67 64 62 70 75 81 69 74 76 82 ...
+ $ treat  : chr [1:117] "placebo" "d1" "placebo" "d2" ...</code></pre>
+</div>
+</div>
+<p><code>distinct()</code> tells us how many different levels a categorical variable has.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a><span class="co"># How many different treatments do we have? </span></span>
+<span id="cb18-2"><a href="#cb18-2" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span></span>
+<span id="cb18-3"><a href="#cb18-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">distinct</span>(treat)</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: 3 × 1
+  treat  
+  &lt;chr&gt;  
+1 placebo
+2 d1     
+3 d2     </code></pre>
+</div>
+<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="co"># How many different treatments do we have?</span></span>
+<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span></span>
+<span id="cb20-3"><a href="#cb20-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">distinct</span>(treat)</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: 3 × 1
+  treat  
+  &lt;chr&gt;  
+1 placebo
+2 d1     
+3 d2     </code></pre>
+</div>
+<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a><span class="co">#From how many different countries do we have data?</span></span>
+<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span></span>
+<span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">distinct</span>(country)</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 × 1
+  country
+  &lt;chr&gt;  
+1 c1     
+2 c2     </code></pre>
+</div>
+</div>
+<p><code>count()</code> does tabulation of categorical variables. Total number of lines, i.e.&nbsp;patients in the current dataset. Observe, this matches with the number of lines you can see in the Environment tab.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb24"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">count</span>()</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: 1 × 1
+      n
+  &lt;int&gt;
+1   117</code></pre>
+</div>
+</div>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb26"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb26-1"><a href="#cb26-1" aria-hidden="true" tabindex="-1"></a><span class="co"># How many lines, i.e. patients do we have per treatment?</span></span>
+<span id="cb26-2"><a href="#cb26-2" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb26-3"><a href="#cb26-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">count</span>(treat)</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: 3 × 2
+  treat       n
+  &lt;chr&gt;   &lt;int&gt;
+1 d1         39
+2 d2         39
+3 placebo    39</code></pre>
+</div>
+<div class="sourceCode cell-code" id="cb28"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb28-1"><a href="#cb28-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Is our dataset balanced?</span></span>
+<span id="cb28-2"><a href="#cb28-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb28-3"><a href="#cb28-3" aria-hidden="true" tabindex="-1"></a><span class="co"># How many patients do we have for each age?</span></span>
+<span id="cb28-4"><a href="#cb28-4" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb28-5"><a href="#cb28-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">count</span>(age)</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: 43 × 2
+     age     n
+   &lt;dbl&gt; &lt;int&gt;
+ 1    19     1
+ 2    28     1
+ 3    29     1
+ 4    30     1
+ 5    33     1
+ 6    35     1
+ 7    36     1
+ 8    38     1
+ 9    39     3
+10    40     2
+# ℹ 33 more rows</code></pre>
+</div>
+<div class="sourceCode cell-code" id="cb30"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb30-1"><a href="#cb30-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Perhaps this is more useful: How many patients are older than 65?</span></span>
+<span id="cb30-2"><a href="#cb30-2" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb30-3"><a href="#cb30-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">count</span>(age <span class="sc">&gt;</span> <span class="dv">65</span>)</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
+  `age &gt; 65`     n
+  &lt;lgl&gt;      &lt;int&gt;
+1 FALSE         96
+2 TRUE          21</code></pre>
+</div>
+</div>
+<p>Note we haven’t saved anything here, we just get output to the console sorted in a certain way. This helps us to check if the data looks correct and get an impression.</p>
+</section>
+<section id="filtering-data-selecting-rows-with-filter" class="level2">
+<h2 class="anchored" data-anchor-id="filtering-data-selecting-rows-with-filter">Filtering data (selecting rows) with <code>filter()</code></h2>
+<p>How we subset dataset into subsets we find interesting. For example only female patients:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb32"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb32-1"><a href="#cb32-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb32-2"><a href="#cb32-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(sex <span class="sc">==</span> <span class="st">'F'</span>) <span class="co"># processed from left to right</span></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: 100 × 9
+      ID nrAdvE   BMI height country sex     age weight treat  
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
+ 1 19908      4  25.2    163 c1      F        47     67 placebo
+ 2 19909      4  23.8    164 c1      F        53     64 d1     
+ 3 19910      1  23.0    164 c1      F        68     62 placebo
+ 4 20908      1  25.7    165 c1      F        48     70 d2     
+ 5 20909      2  26.0    170 c1      F        67     75 placebo
+ 6 20910      2  28.7    168 c1      F        54     81 d1     
+ 7 21908      3  26.6    161 c1      F        53     69 d1     
+ 8 21909      0  26.2    168 c1      F        53     74 placebo
+ 9 21910      1  32.0    154 c1      F        47     76 d2     
+10 21911      0  33.3    157 c1      F        58     82 placebo
+# ℹ 90 more rows</code></pre>
+</div>
+</div>
+<p>A great about tidyverse: write code the way you think. You always filter by defining conditions. If the condition evaluates to ‘TRUE’ the line is included. See only data lines for patients over 65:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb34"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb34-1"><a href="#cb34-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb34-2"><a href="#cb34-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(age <span class="sc">&gt;</span> <span class="dv">65</span>)</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: 21 × 9
+      ID nrAdvE   BMI height country sex     age weight treat  
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
+ 1 19910      1  23.0    164 c1      F        68     62 placebo
+ 2 20909      2  26.0    170 c1      F        67     75 placebo
+ 3 22908      5  18.2    159 c1      F        66     46 d2     
+ 4 22909      8  30.8    156 c1      M        71     75 placebo
+ 5 22911      3  24.8    182 c1      M        68     82 d2     
+ 6 22914      3  25.2    157 c1      F        75     62 d2     
+ 7 24912      0  25.2    162 c1      F        69     66 placebo
+ 8 25920      1  27.9    164 c1      F        69     75 d1     
+ 9 26908      0  25.8    150 c1      F        73     58 d1     
+10 26910      0  19.1    165 c1      F        66     52 d1     
+# ℹ 11 more rows</code></pre>
+</div>
+</div>
+<p>From the above commands we are getting the result printed to the console. This is useful to check something. To save the result, we need to re-assign:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb36"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb36-1"><a href="#cb36-1" aria-hidden="true" tabindex="-1"></a>seniors <span class="ot">&lt;-</span> crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb36-2"><a href="#cb36-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(age <span class="sc">&gt;</span> <span class="dv">65</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>View newly created data frame:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb37"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" aria-hidden="true" tabindex="-1"></a>seniors</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: 21 × 9
+      ID nrAdvE   BMI height country sex     age weight treat  
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
+ 1 19910      1  23.0    164 c1      F        68     62 placebo
+ 2 20909      2  26.0    170 c1      F        67     75 placebo
+ 3 22908      5  18.2    159 c1      F        66     46 d2     
+ 4 22909      8  30.8    156 c1      M        71     75 placebo
+ 5 22911      3  24.8    182 c1      M        68     82 d2     
+ 6 22914      3  25.2    157 c1      F        75     62 d2     
+ 7 24912      0  25.2    162 c1      F        69     66 placebo
+ 8 25920      1  27.9    164 c1      F        69     75 d1     
+ 9 26908      0  25.8    150 c1      F        73     58 d1     
+10 26910      0  19.1    165 c1      F        66     52 d1     
+# ℹ 11 more rows</code></pre>
+</div>
+</div>
+<p>Do we still have all three treatment groups in our subset?</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb39"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb39-1"><a href="#cb39-1" aria-hidden="true" tabindex="-1"></a>seniors <span class="sc">%&gt;%</span></span>
+<span id="cb39-2"><a href="#cb39-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">count</span>(treat)</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: 3 × 2
+  treat       n
+  &lt;chr&gt;   &lt;int&gt;
+1 d1          6
+2 d2          5
+3 placebo    10</code></pre>
+</div>
+</div>
+</section>
+<section id="the-world-of-conditional-operators" class="level2">
+<h2 class="anchored" data-anchor-id="the-world-of-conditional-operators">The world of conditional operators</h2>
+<p>Now we get lines that fit certain conditions but what if I want to filter on more than one condition? Enter conditional operators!</p>
+<p><strong>The ‘and’ operator: <code>&amp;</code></strong></p>
+<p>We can also subset on several conditions. Here are younger patients who received drug 1:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb41"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb41-1"><a href="#cb41-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb41-2"><a href="#cb41-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(age <span class="sc">&lt;=</span> <span class="dv">65</span> <span class="sc">&amp;</span> treat <span class="sc">==</span> <span class="st">'d1'</span>)</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: 33 × 9
+      ID nrAdvE   BMI height country sex     age weight treat
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;
+ 1 19909      4  23.8    164 c1      F        53     64 d1   
+ 2 20910      2  28.7    168 c1      F        54     81 d1   
+ 3 21908      3  26.6    161 c1      F        53     69 d1   
+ 4 21916      0  23.9    177 c1      M        56     75 d1   
+ 5 22916      2  30.9    163 c1      F        53     82 d1   
+ 6 23908      0  30.4    158 c1      F        55     76 d1   
+ 7 23909      0  23.4    156 c1      F        44     57 d1   
+ 8 23910      0  26.7    156 c1      F        59     65 d1   
+ 9 23912      0  16      150 c1      F        28     36 d1   
+10 24909      0  22.5    155 c1      F        52     54 d1   
+# ℹ 23 more rows</code></pre>
+</div>
+</div>
+<p><strong>The ‘or’ operator: <code>|</code></strong></p>
+<p>Get patients that were treated with either drug 1 or the placebo:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb43"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb43-1"><a href="#cb43-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb43-2"><a href="#cb43-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(treat <span class="sc">==</span> <span class="st">'placebo'</span> <span class="sc">|</span> treat <span class="sc">==</span> <span class="st">'d1'</span>)</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: 78 × 9
+      ID nrAdvE   BMI height country sex     age weight treat  
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
+ 1 19908      4  25.2    163 c1      F        47     67 placebo
+ 2 19909      4  23.8    164 c1      F        53     64 d1     
+ 3 19910      1  23.0    164 c1      F        68     62 placebo
+ 4 20909      2  26.0    170 c1      F        67     75 placebo
+ 5 20910      2  28.7    168 c1      F        54     81 d1     
+ 6 21908      3  26.6    161 c1      F        53     69 d1     
+ 7 21909      0  26.2    168 c1      F        53     74 placebo
+ 8 21911      0  33.3    157 c1      F        58     82 placebo
+ 9 21914      6  28.4    170 c1      M        58     82 placebo
+10 21916      0  23.9    177 c1      M        56     75 d1     
+# ℹ 68 more rows</code></pre>
+</div>
+</div>
+<p><strong>The ‘not’ operator: <code>!</code></strong></p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb45"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb45-1"><a href="#cb45-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb45-2"><a href="#cb45-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(treat <span class="sc">!=</span> <span class="st">'placebo'</span>)</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: 78 × 9
+      ID nrAdvE   BMI height country sex     age weight treat
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;
+ 1 19909      4  23.8    164 c1      F        53     64 d1   
+ 2 20908      1  25.7    165 c1      F        48     70 d2   
+ 3 20910      2  28.7    168 c1      F        54     81 d1   
+ 4 21908      3  26.6    161 c1      F        53     69 d1   
+ 5 21910      1  32.0    154 c1      F        47     76 d2   
+ 6 21912      5  32.5    152 c1      F        63     75 d2   
+ 7 21913      2  37.6    159 c1      F        54     95 d2   
+ 8 21915      0  23.0    160 c1      F        54     59 d2   
+ 9 21916      0  23.9    177 c1      M        56     75 d1   
+10 21917      0  36.4    164 c1      F        51     98 d2   
+# ℹ 68 more rows</code></pre>
+</div>
+</div>
+<p>Other conditional operators can be found in the first presentation or when querying the function (or just google it).</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb47"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb47-1"><a href="#cb47-1" aria-hidden="true" tabindex="-1"></a>?dplyr<span class="sc">::</span>filter</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>You can also allow multiple arguments in a variable. Here are the young patients who got treatment with either drug 1 or 2:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb48"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb48-1"><a href="#cb48-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb48-2"><a href="#cb48-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(age <span class="sc">&lt;=</span> <span class="dv">65</span> <span class="sc">&amp;</span> treat <span class="sc">%in%</span> <span class="fu">c</span>(<span class="st">"d1"</span>,<span class="st">"d2"</span>))</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: 67 × 9
+      ID nrAdvE   BMI height country sex     age weight treat
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;
+ 1 19909      4  23.8    164 c1      F        53     64 d1   
+ 2 20908      1  25.7    165 c1      F        48     70 d2   
+ 3 20910      2  28.7    168 c1      F        54     81 d1   
+ 4 21908      3  26.6    161 c1      F        53     69 d1   
+ 5 21910      1  32.0    154 c1      F        47     76 d2   
+ 6 21912      5  32.5    152 c1      F        63     75 d2   
+ 7 21913      2  37.6    159 c1      F        54     95 d2   
+ 8 21915      0  23.0    160 c1      F        54     59 d2   
+ 9 21916      0  23.9    177 c1      M        56     75 d1   
+10 21917      0  36.4    164 c1      F        51     98 d2   
+# ℹ 57 more rows</code></pre>
+</div>
+</div>
+</section>
+<section id="selecting-variables-columns-with-select" class="level2">
+<h2 class="anchored" data-anchor-id="selecting-variables-columns-with-select">Selecting variables (columns) with <code>select()</code></h2>
+<p>We can choose to only include certain columns. Here, we select only BMI, age and the number of adverse events:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb50"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb50-1"><a href="#cb50-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb50-2"><a href="#cb50-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">select</span>(nrAdvE, BMI, age)</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: 117 × 3
+   nrAdvE   BMI   age
+    &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt;
+ 1      4  25.2    47
+ 2      4  23.8    53
+ 3      1  23.0    68
+ 4      1  25.7    48
+ 5      2  26.0    67
+ 6      2  28.7    54
+ 7      3  26.6    53
+ 8      0  26.2    53
+ 9      1  32.0    47
+10      0  33.3    58
+# ℹ 107 more rows</code></pre>
+</div>
+</div>
+<p>We can also make a negative selection that excludes the named column(s). The ID doesn’t give us any information since the data is anonymized:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb52"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb52-1"><a href="#cb52-1" aria-hidden="true" tabindex="-1"></a>without_id <span class="ot">&lt;-</span> crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb52-2"><a href="#cb52-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">select</span>(<span class="sc">-</span>ID)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>We have saved the dataset without the ID column in at new variable. Let’s have a look at this:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb53"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb53-1"><a href="#cb53-1" aria-hidden="true" tabindex="-1"></a>without_id</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: 117 × 8
+   nrAdvE   BMI height country sex     age weight treat  
+    &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
+ 1      4  25.2    163 c1      F        47     67 placebo
+ 2      4  23.8    164 c1      F        53     64 d1     
+ 3      1  23.0    164 c1      F        68     62 placebo
+ 4      1  25.7    165 c1      F        48     70 d2     
+ 5      2  26.0    170 c1      F        67     75 placebo
+ 6      2  28.7    168 c1      F        54     81 d1     
+ 7      3  26.6    161 c1      F        53     69 d1     
+ 8      0  26.2    168 c1      F        53     74 placebo
+ 9      1  32.0    154 c1      F        47     76 d2     
+10      0  33.3    157 c1      F        58     82 placebo
+# ℹ 107 more rows</code></pre>
+</div>
+</div>
+</section>
+<section id="transformation-of-data-with-mutate" class="level2">
+<h2 class="anchored" data-anchor-id="transformation-of-data-with-mutate">Transformation of data with <code>mutate()</code></h2>
+<p>We can create new columns based on other columns with the <code>mutate()</code> function.</p>
+<p>This is our original tibble:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb55"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb55-1"><a href="#cb55-1" aria-hidden="true" tabindex="-1"></a>crohns</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: 117 × 9
+      ID nrAdvE   BMI height country sex     age weight treat  
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;  
+ 1 19908      4  25.2    163 c1      F        47     67 placebo
+ 2 19909      4  23.8    164 c1      F        53     64 d1     
+ 3 19910      1  23.0    164 c1      F        68     62 placebo
+ 4 20908      1  25.7    165 c1      F        48     70 d2     
+ 5 20909      2  26.0    170 c1      F        67     75 placebo
+ 6 20910      2  28.7    168 c1      F        54     81 d1     
+ 7 21908      3  26.6    161 c1      F        53     69 d1     
+ 8 21909      0  26.2    168 c1      F        53     74 placebo
+ 9 21910      1  32.0    154 c1      F        47     76 d2     
+10 21911      0  33.3    157 c1      F        58     82 placebo
+# ℹ 107 more rows</code></pre>
+</div>
+</div>
+<p>We want to add height in meters in a new column. It is important to reassign the dataframe if you want to save the new column.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb57"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb57-1"><a href="#cb57-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="ot">&lt;-</span> crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb57-2"><a href="#cb57-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">mutate</span>(<span class="at">height_m =</span> height<span class="sc">/</span><span class="dv">100</span>)</span>
+<span id="cb57-3"><a href="#cb57-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb57-4"><a href="#cb57-4" aria-hidden="true" tabindex="-1"></a>crohns</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: 117 × 10
+      ID nrAdvE   BMI height country sex     age weight treat   height_m
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt;
+ 1 19908      4  25.2    163 c1      F        47     67 placebo     1.63
+ 2 19909      4  23.8    164 c1      F        53     64 d1          1.64
+ 3 19910      1  23.0    164 c1      F        68     62 placebo     1.64
+ 4 20908      1  25.7    165 c1      F        48     70 d2          1.65
+ 5 20909      2  26.0    170 c1      F        67     75 placebo     1.7 
+ 6 20910      2  28.7    168 c1      F        54     81 d1          1.68
+ 7 21908      3  26.6    161 c1      F        53     69 d1          1.61
+ 8 21909      0  26.2    168 c1      F        53     74 placebo     1.68
+ 9 21910      1  32.0    154 c1      F        47     76 d2          1.54
+10 21911      0  33.3    157 c1      F        58     82 placebo     1.57
+# ℹ 107 more rows</code></pre>
+</div>
+</div>
+<p>We can also create columns based on TRUE/FALSE conditions. According to the CDC, a person with a BMI &lt; 18.5 is underweight:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb59"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb59-1"><a href="#cb59-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="ot">&lt;-</span> crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb59-2"><a href="#cb59-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">mutate</span>(<span class="at">underweight =</span> <span class="fu">ifelse</span>(BMI <span class="sc">&lt;</span> <span class="fl">18.5</span>, <span class="st">"Yes"</span>, <span class="st">"No"</span>))</span>
+<span id="cb59-3"><a href="#cb59-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb59-4"><a href="#cb59-4" aria-hidden="true" tabindex="-1"></a>crohns</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: 117 × 11
+      ID nrAdvE   BMI height country sex     age weight treat   height_m
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt;
+ 1 19908      4  25.2    163 c1      F        47     67 placebo     1.63
+ 2 19909      4  23.8    164 c1      F        53     64 d1          1.64
+ 3 19910      1  23.0    164 c1      F        68     62 placebo     1.64
+ 4 20908      1  25.7    165 c1      F        48     70 d2          1.65
+ 5 20909      2  26.0    170 c1      F        67     75 placebo     1.7 
+ 6 20910      2  28.7    168 c1      F        54     81 d1          1.68
+ 7 21908      3  26.6    161 c1      F        53     69 d1          1.61
+ 8 21909      0  26.2    168 c1      F        53     74 placebo     1.68
+ 9 21910      1  32.0    154 c1      F        47     76 d2          1.54
+10 21911      0  33.3    157 c1      F        58     82 placebo     1.57
+# ℹ 107 more rows
+# ℹ 1 more variable: underweight &lt;chr&gt;</code></pre>
+</div>
+</div>
+<p>How many patients are underweight?</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb61"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb61-1"><a href="#cb61-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span></span>
+<span id="cb61-2"><a href="#cb61-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">count</span>(underweight)</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
+  underweight     n
+  &lt;chr&gt;       &lt;int&gt;
+1 No            113
+2 Yes             4</code></pre>
+</div>
+</div>
+<p>Have a look at the <code>mutate()</code> function:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb63"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb63-1"><a href="#cb63-1" aria-hidden="true" tabindex="-1"></a>?mutate</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="summary-statistics-revisited-with-summarize" class="level2">
+<h2 class="anchored" data-anchor-id="summary-statistics-revisited-with-summarize">Summary statistics, revisited with <code>summarize()</code></h2>
+<p>Methods from before:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb64"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb64-1"><a href="#cb64-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(crohns<span class="sc">$</span>age)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>[1] 54.65812</code></pre>
+</div>
+<div class="sourceCode cell-code" id="cb66"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb66-1"><a href="#cb66-1" aria-hidden="true" tabindex="-1"></a><span class="fu">max</span>(crohns<span class="sc">$</span>age)</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] 75</code></pre>
+</div>
+<div class="sourceCode cell-code" id="cb68"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb68-1"><a href="#cb68-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(crohns)</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>       ID            nrAdvE            BMI            height     
+ Min.   :19908   Min.   : 0.000   Min.   :16.00   Min.   :124.0  
+ 1st Qu.:23909   1st Qu.: 0.000   1st Qu.:23.05   1st Qu.:157.0  
+ Median :25919   Median : 1.000   Median :25.15   Median :162.0  
+ Mean   :34103   Mean   : 2.034   Mean   :26.06   Mean   :162.7  
+ 3rd Qu.:51909   3rd Qu.: 3.000   3rd Qu.:28.40   3rd Qu.:166.0  
+ Max.   :54937   Max.   :12.000   Max.   :44.06   Max.   :182.0  
+   country              sex                 age            weight      
+ Length:117         Length:117         Min.   :19.00   Min.   : 36.00  
+ Class :character   Class :character   1st Qu.:48.00   1st Qu.: 59.00  
+ Mode  :character   Mode  :character   Median :56.00   Median : 68.00  
+                                       Mean   :54.66   Mean   : 69.03  
+                                       3rd Qu.:62.00   3rd Qu.: 76.00  
+                                       Max.   :75.00   Max.   :117.00  
+    treat              height_m     underweight       
+ Length:117         Min.   :1.240   Length:117        
+ Class :character   1st Qu.:1.570   Class :character  
+ Mode  :character   Median :1.620   Mode  :character  
+                    Mean   :1.627                     
+                    3rd Qu.:1.660                     
+                    Max.   :1.820                     </code></pre>
+</div>
+</div>
+<p>The <code>summarize()</code> function does the same but in a tidyverse way and gives the result in a table which you can export and send to your colleagues.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb70"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb70-1"><a href="#cb70-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb70-2"><a href="#cb70-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarize</span>(<span class="fu">mean</span>(age),</span>
+<span id="cb70-3"><a href="#cb70-3" aria-hidden="true" tabindex="-1"></a>            <span class="fu">max</span>(age))</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: 1 × 2
+  `mean(age)` `max(age)`
+        &lt;dbl&gt;      &lt;dbl&gt;
+1        54.7         75</code></pre>
+</div>
+</div>
+<p>We can also specify names for the new columns:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb72"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb72-1"><a href="#cb72-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb72-2"><a href="#cb72-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarize</span>(<span class="at">mean_age =</span> <span class="fu">mean</span>(age),</span>
+<span id="cb72-3"><a href="#cb72-3" aria-hidden="true" tabindex="-1"></a>            <span class="at">max_age =</span> <span class="fu">max</span>(age))</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: 1 × 2
+  mean_age max_age
+     &lt;dbl&gt;   &lt;dbl&gt;
+1     54.7      75</code></pre>
+</div>
+</div>
+<p>What kind of things can you summarize? Have a look at the help by typing <code>?summarize</code> into the console, or ‘summarize’ into the help panel and scroll down to ‘Useful functions’.</p>
+<p>A useful summarize function is <code>n()</code> which counts the number of lines.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb74"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb74-1"><a href="#cb74-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span> </span>
+<span id="cb74-2"><a href="#cb74-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarize</span>(<span class="at">mean_age =</span> <span class="fu">mean</span>(age),</span>
+<span id="cb74-3"><a href="#cb74-3" aria-hidden="true" tabindex="-1"></a>            <span class="at">max_age =</span> <span class="fu">max</span>(age),</span>
+<span id="cb74-4"><a href="#cb74-4" aria-hidden="true" tabindex="-1"></a>            <span class="at">number_lines =</span> <span class="fu">n</span>())</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: 1 × 3
+  mean_age max_age number_lines
+     &lt;dbl&gt;   &lt;dbl&gt;        &lt;int&gt;
+1     54.7      75          117</code></pre>
+</div>
+</div>
+<p>Note that R is tolerant of BE/AE spelling differences. <code>summarise()</code> and <code>summarize()</code> are the same function, likewise with <code>color</code> and <code>colour</code>.</p>
+</section>
+<section id="grouping-with-group_by" class="level2">
+<h2 class="anchored" data-anchor-id="grouping-with-group_by">Grouping with <code>group_by()</code></h2>
+<p>The function <code>group_by()</code> imposes a grouping on a tibble. Group according to sex:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb76"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb76-1"><a href="#cb76-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span></span>
+<span id="cb76-2"><a href="#cb76-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(sex)</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: 117 × 11
+# Groups:   sex [2]
+      ID nrAdvE   BMI height country sex     age weight treat   height_m
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt;
+ 1 19908      4  25.2    163 c1      F        47     67 placebo     1.63
+ 2 19909      4  23.8    164 c1      F        53     64 d1          1.64
+ 3 19910      1  23.0    164 c1      F        68     62 placebo     1.64
+ 4 20908      1  25.7    165 c1      F        48     70 d2          1.65
+ 5 20909      2  26.0    170 c1      F        67     75 placebo     1.7 
+ 6 20910      2  28.7    168 c1      F        54     81 d1          1.68
+ 7 21908      3  26.6    161 c1      F        53     69 d1          1.61
+ 8 21909      0  26.2    168 c1      F        53     74 placebo     1.68
+ 9 21910      1  32.0    154 c1      F        47     76 d2          1.54
+10 21911      0  33.3    157 c1      F        58     82 placebo     1.57
+# ℹ 107 more rows
+# ℹ 1 more variable: underweight &lt;chr&gt;</code></pre>
+</div>
+</div>
+<p>We can also group according to several variables. How many groups will we get?</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb78"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb78-1"><a href="#cb78-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span></span>
+<span id="cb78-2"><a href="#cb78-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(sex, treat)</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: 117 × 11
+# Groups:   sex, treat [6]
+      ID nrAdvE   BMI height country sex     age weight treat   height_m
+   &lt;dbl&gt;  &lt;dbl&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;   &lt;chr&gt; &lt;dbl&gt;  &lt;dbl&gt; &lt;chr&gt;      &lt;dbl&gt;
+ 1 19908      4  25.2    163 c1      F        47     67 placebo     1.63
+ 2 19909      4  23.8    164 c1      F        53     64 d1          1.64
+ 3 19910      1  23.0    164 c1      F        68     62 placebo     1.64
+ 4 20908      1  25.7    165 c1      F        48     70 d2          1.65
+ 5 20909      2  26.0    170 c1      F        67     75 placebo     1.7 
+ 6 20910      2  28.7    168 c1      F        54     81 d1          1.68
+ 7 21908      3  26.6    161 c1      F        53     69 d1          1.61
+ 8 21909      0  26.2    168 c1      F        53     74 placebo     1.68
+ 9 21910      1  32.0    154 c1      F        47     76 d2          1.54
+10 21911      0  33.3    157 c1      F        58     82 placebo     1.57
+# ℹ 107 more rows
+# ℹ 1 more variable: underweight &lt;chr&gt;</code></pre>
+</div>
+</div>
+<p>By itself, group_by does nothing, we still get the same dataset returned. But it is very useful in combination with other commands! The reason we want to do it this is way is that we can first impose grouping with <code>group_by()</code> and then pipe, <code>%&gt;%</code>, the resulting tibble into summarize which will respect our grouping. So smart!</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb80"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb80-1"><a href="#cb80-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span>                      <span class="co"># the dataset</span></span>
+<span id="cb80-2"><a href="#cb80-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(sex) <span class="sc">%&gt;%</span>             <span class="co"># grouped by sex</span></span>
+<span id="cb80-3"><a href="#cb80-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarise</span>(<span class="at">avg =</span> <span class="fu">mean</span>(age),    <span class="co"># calculate mean of the age</span></span>
+<span id="cb80-4"><a href="#cb80-4" aria-hidden="true" tabindex="-1"></a>            <span class="at">med =</span> <span class="fu">median</span>(age),  <span class="co"># calc median</span></span>
+<span id="cb80-5"><a href="#cb80-5" aria-hidden="true" tabindex="-1"></a>            <span class="at">stdev =</span> <span class="fu">sd</span>(age),    <span class="co"># calc standard dev.</span></span>
+<span id="cb80-6"><a href="#cb80-6" aria-hidden="true" tabindex="-1"></a>            <span class="at">n =</span> <span class="fu">n</span>())            <span class="co"># get the number of observations</span></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 × 5
+  sex     avg   med stdev     n
+  &lt;chr&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;int&gt;
+1 F      54.7    55  10.8   100
+2 M      54.3    56  10.4    17</code></pre>
+</div>
+</div>
+<p>Now we see why <code>n()</code> is useful: It tells us how many lines, i.e.&nbsp;patients are in each group.</p>
+<p>Group by sex and treatment, and calculate stats for the number of adverse events.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb82"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb82-1"><a href="#cb82-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span>                              <span class="co"># the dataset</span></span>
+<span id="cb82-2"><a href="#cb82-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(sex, treat) <span class="sc">%&gt;%</span>              <span class="co"># grouped by sex</span></span>
+<span id="cb82-3"><a href="#cb82-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarise</span>(<span class="at">avg =</span> <span class="fu">mean</span>(nrAdvE),         <span class="co"># calculate mean number of adverse events</span></span>
+<span id="cb82-4"><a href="#cb82-4" aria-hidden="true" tabindex="-1"></a>            <span class="at">med =</span> <span class="fu">median</span>(nrAdvE),       <span class="co"># calc median</span></span>
+<span id="cb82-5"><a href="#cb82-5" aria-hidden="true" tabindex="-1"></a>            <span class="at">max =</span> <span class="fu">max</span>(nrAdvE),          <span class="co"># calc max </span></span>
+<span id="cb82-6"><a href="#cb82-6" aria-hidden="true" tabindex="-1"></a>            <span class="at">stdev =</span> <span class="fu">sd</span>(nrAdvE),         <span class="co"># calc standard dev.</span></span>
+<span id="cb82-7"><a href="#cb82-7" aria-hidden="true" tabindex="-1"></a>            <span class="at">total_events =</span> <span class="fu">sum</span>(nrAdvE), <span class="co"># calc cumulative sum </span></span>
+<span id="cb82-8"><a href="#cb82-8" aria-hidden="true" tabindex="-1"></a>            <span class="at">n =</span> <span class="fu">n</span>())                    <span class="co"># get the number of observations</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stderr">
+<pre><code>`summarise()` has grouped output by 'sex'. You can override using the `.groups`
+argument.</code></pre>
+</div>
+<div class="cell-output cell-output-stdout">
+<pre><code># A tibble: 6 × 8
+# Groups:   sex [2]
+  sex   treat     avg   med   max stdev total_events     n
+  &lt;chr&gt; &lt;chr&gt;   &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt;        &lt;dbl&gt; &lt;int&gt;
+1 F     d1       1.5      0     7  2.08           51    34
+2 F     d2       2.12     1     9  2.71           72    34
+3 F     placebo  2.16     1    12  3.09           69    32
+4 M     d1       2        0     9  3.94           10     5
+5 M     d2       2.2      2     6  2.49           11     5
+6 M     placebo  3.57     3     8  3.41           25     7</code></pre>
+</div>
+</div>
+</section>
+<section id="the-might-of-the-pipe-operator" class="level2">
+<h2 class="anchored" data-anchor-id="the-might-of-the-pipe-operator">The might of the pipe operator: <code>%&gt;%</code></h2>
+<p>Many commands can be combined with the pipe operator to pipe data through an analysis workflow.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb85"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb85-1"><a href="#cb85-1" aria-hidden="true" tabindex="-1"></a>crohns <span class="sc">%&gt;%</span>                              <span class="co"># the dataset</span></span>
+<span id="cb85-2"><a href="#cb85-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">filter</span>(age <span class="sc">&gt;</span> <span class="dv">65</span>) <span class="sc">%&gt;%</span>                  <span class="co"># filtered to only people over 65</span></span>
+<span id="cb85-3"><a href="#cb85-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(sex, treat) <span class="sc">%&gt;%</span>              <span class="co"># Grouping </span></span>
+<span id="cb85-4"><a href="#cb85-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarise</span>(<span class="at">avg =</span> <span class="fu">mean</span>(nrAdvE),         <span class="co"># calculate mean number of adverse events</span></span>
+<span id="cb85-5"><a href="#cb85-5" aria-hidden="true" tabindex="-1"></a>            <span class="at">med =</span> <span class="fu">median</span>(nrAdvE),       <span class="co"># calc median</span></span>
+<span id="cb85-6"><a href="#cb85-6" aria-hidden="true" tabindex="-1"></a>            <span class="at">max =</span> <span class="fu">max</span>(nrAdvE),          <span class="co"># calc max </span></span>
+<span id="cb85-7"><a href="#cb85-7" aria-hidden="true" tabindex="-1"></a>            <span class="at">stdev =</span> <span class="fu">sd</span>(nrAdvE),         <span class="co"># calc standard dev.</span></span>
+<span id="cb85-8"><a href="#cb85-8" aria-hidden="true" tabindex="-1"></a>            <span class="at">total_events =</span> <span class="fu">sum</span>(nrAdvE), <span class="co"># calc cumulative sum </span></span>
+<span id="cb85-9"><a href="#cb85-9" aria-hidden="true" tabindex="-1"></a>            <span class="at">n =</span> <span class="fu">n</span>()) <span class="sc">%&gt;%</span>                <span class="co"># get the number of observations</span></span>
+<span id="cb85-10"><a href="#cb85-10" aria-hidden="true" tabindex="-1"></a>  <span class="fu">arrange</span>(avg)                          <span class="co"># Sort output by the mean</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stderr">
+<pre><code>`summarise()` has grouped output by 'sex'. You can override using the `.groups`
+argument.</code></pre>
+</div>
+<div class="cell-output cell-output-stdout">
+<pre><code># A tibble: 5 × 8
+# Groups:   sex [2]
+  sex   treat     avg   med   max stdev total_events     n
+  &lt;chr&gt; &lt;chr&gt;   &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt; &lt;dbl&gt;        &lt;dbl&gt; &lt;int&gt;
+1 F     d1       1.83   0.5     6  2.56           11     6
+2 F     placebo  2.22   1      12  3.73           20     9
+3 F     d2       3      3       5  2               9     3
+4 M     d2       4.5    4.5     6  2.12            9     2
+5 M     placebo  8      8       8 NA               8     1</code></pre>
+</div>
+</div>
+<p>What if I want to do the same analysis but with only obese patients? The CDC lists a BMI of &gt; 30 as obese.</p>
+
+
+</section>
+
+</main> <!-- /main -->
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+<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
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+<title>Presentation 3: ggplot2 – FromExceltoR</title>
+<style>
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+<link href="../site_libs/quarto-html/quarto-syntax-highlighting.css" rel="stylesheet" id="quarto-text-highlighting-styles">
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+<link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
+<link href="../site_libs/bootstrap/bootstrap.min.css" rel="stylesheet" id="quarto-bootstrap" data-mode="light">
+<script id="quarto-search-options" type="application/json">{
+  "location": "navbar",
+  "copy-button": false,
+  "collapse-after": 3,
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+    "search-label": "Search"
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+</head>
+
+<body class="nav-sidebar floating nav-fixed">
+
+<div id="quarto-search-results"></div>
+  <header id="quarto-header" class="headroom fixed-top">
+    <nav class="navbar navbar-expand-lg " data-bs-theme="dark">
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+      <div class="navbar-brand-container mx-auto">
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+<!-- sidebar -->
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+ <span class="menu-text">Presentation 2: Tidyverse</span></a>
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+ <span class="menu-text">Exercise 3: ggplot2</span></a>
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+  <a href="../Exercises/exercises6.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Exercise 6: Data Exercise in R</span></a>
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+  <li><a href="#scatter-plot-with-geom_point" id="toc-scatter-plot-with-geom_point" class="nav-link" data-scroll-target="#scatter-plot-with-geom_point">Scatter plot with <code>geom_point</code></a></li>
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+<div class="quarto-title">
+<h1 class="title">Presentation 3: ggplot2</h1>
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+
+<div class="quarto-title-meta">
+
+    
+  
+    
+  </div>
+  
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+</header>
+
+
+<section id="importing-libraries-and-data" class="level2">
+<h2 class="anchored" data-anchor-id="importing-libraries-and-data">Importing libraries and data</h2>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(readxl)</span>
+<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(writexl)</span>
+<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tidyverse)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="load-data" class="level2">
+<h2 class="anchored" data-anchor-id="load-data">Load data</h2>
+<p>The iris dataset is a widely-used dataset in data science, containing 150 observations of iris flowers with features like sepal length, sepal width, petal length, and petal width. It includes three species: Setosa, Versicolor, and Virginica, making it ideal for classification tasks and data visualization.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="fu">data</span>(<span class="st">'iris'</span>)</span>
+<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(iris)</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>  Sepal.Length Sepal.Width Petal.Length Petal.Width Species
+1          5.1         3.5          1.4         0.2  setosa
+2          4.9         3.0          1.4         0.2  setosa
+3          4.7         3.2          1.3         0.2  setosa
+4          4.6         3.1          1.5         0.2  setosa
+5          5.0         3.6          1.4         0.2  setosa
+6          5.4         3.9          1.7         0.4  setosa</code></pre>
+</div>
+</div>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="co"># some R code </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="data-wranglig" class="level2">
+<h2 class="anchored" data-anchor-id="data-wranglig">Data wranglig</h2>
+<p>Making the data more fun to plot.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Define 5 colors and their respective ratios</span></span>
+<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a>colors <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="fu">rep</span>(<span class="st">"Red"</span>, <span class="dv">40</span>), </span>
+<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Blue"</span>, <span class="dv">20</span>), </span>
+<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Yellow"</span>,<span class="dv">30</span>), </span>
+<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Green"</span>, <span class="dv">20</span>),</span>
+<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Purple"</span>,<span class="dv">40</span>))</span>
+<span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-8"><a href="#cb5-8" aria-hidden="true" tabindex="-1"></a><span class="fu">set.seed</span>(<span class="dv">123</span>)  <span class="co"># For reproducibility</span></span>
+<span id="cb5-9"><a href="#cb5-9" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-10"><a href="#cb5-10" aria-hidden="true" tabindex="-1"></a><span class="co"># Shuffle the colors to mix them randomly</span></span>
+<span id="cb5-11"><a href="#cb5-11" aria-hidden="true" tabindex="-1"></a>colors <span class="ot">&lt;-</span> <span class="fu">sample</span>(colors, <span class="at">replace =</span> <span class="cn">TRUE</span>)</span>
+<span id="cb5-12"><a href="#cb5-12" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-13"><a href="#cb5-13" aria-hidden="true" tabindex="-1"></a><span class="co"># Add the 'Flower.Color' column to the iris dataset</span></span>
+<span id="cb5-14"><a href="#cb5-14" aria-hidden="true" tabindex="-1"></a>iris<span class="sc">$</span>Flower.Color <span class="ot">&lt;-</span> colors</span>
+<span id="cb5-15"><a href="#cb5-15" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-16"><a href="#cb5-16" aria-hidden="true" tabindex="-1"></a><span class="co"># View the first few rows to check the result</span></span>
+<span id="cb5-17"><a href="#cb5-17" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(iris)</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>  Sepal.Length Sepal.Width Petal.Length Petal.Width Species Flower.Color
+1          5.1         3.5          1.4         0.2  setosa          Red
+2          4.9         3.0          1.4         0.2  setosa         Blue
+3          4.7         3.2          1.3         0.2  setosa       Purple
+4          4.6         3.1          1.5         0.2  setosa         Blue
+5          5.0         3.6          1.4         0.2  setosa          Red
+6          5.4         3.9          1.7         0.4  setosa       Purple</code></pre>
+</div>
+</div>
+</section>
+<section id="ggplot2-the-basic-concepts" class="level2">
+<h2 class="anchored" data-anchor-id="ggplot2-the-basic-concepts">ggplot2: The basic concepts</h2>
+<p>This is the starting point of a ggplot. The dataframe and the columns we wish to plot are defined. We have not specified what type of plot we want, hence an empty plot is produced.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    <span class="co"># dataframe </span></span>
+<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,    <span class="co"># x-value</span></span>
+<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Sepal.Width))    <span class="co"># y-value</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-5-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>                                <span class="co"># missing type of plot </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="scatter-plot-with-geom_point" class="level2">
+<h2 class="anchored" data-anchor-id="scatter-plot-with-geom_point">Scatter plot with <code>geom_point</code></h2>
+<p>A scatter plot is made with the <code>geom_point</code> function and is used to get an overview over the relationship between two numeric variables. Here we see the relationship between sepal length and width.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    <span class="co"># dataframe </span></span>
+<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,    <span class="co"># x-value</span></span>
+<span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Petal.Length)) <span class="sc">+</span> <span class="co"># y-value</span></span>
+<span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>()                  <span class="co"># type of plot</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-6-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+<p>Change color of entire plot by setting it <u>outside</u> <code>aes()</code>.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb10"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb10-2"><a href="#cb10-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,    </span>
+<span id="cb10-3"><a href="#cb10-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Petal.Length)) <span class="sc">+</span> </span>
+<span id="cb10-4"><a href="#cb10-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>(<span class="at">color =</span> <span class="st">'hotpink'</span>) </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-7-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+</section>
+<section id="scatter-plot-with-geom_point-with-color-stratification" class="level2">
+<h2 class="anchored" data-anchor-id="scatter-plot-with-geom_point-with-color-stratification">Scatter plot with <code>geom_point</code> with color stratification</h2>
+<p>To change colors based on a feature, you need to set it <u>inside</u> <code>aes()</code>. Here we see the relationship between sepal length and width colored by species.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
+<span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,   </span>
+<span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Petal.Length,     </span>
+<span id="cb11-4"><a href="#cb11-4" aria-hidden="true" tabindex="-1"></a>           <span class="at">color =</span> Species)) <span class="sc">+</span>  </span>
+<span id="cb11-5"><a href="#cb11-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-8-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+</section>
+<section id="boxplot-with-geom_histogram" class="level2">
+<h2 class="anchored" data-anchor-id="boxplot-with-geom_histogram">Boxplot with <code>geom_histogram</code></h2>
+<p>Boxplots are great to get an overview of continues variables and spot outliers. Can be shown on either axis (x and y).</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb12"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length)) <span class="sc">+</span> </span>
+<span id="cb12-3"><a href="#cb12-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>() </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-9-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+<p>Split up by categorical variable like Species:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb13"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb13-2"><a href="#cb13-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length,    </span>
+<span id="cb13-3"><a href="#cb13-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">x =</span> Species)) <span class="sc">+</span>      </span>
+<span id="cb13-4"><a href="#cb13-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>()              </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-10-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+<p>… or color.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb14"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length,    </span>
+<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">fill =</span> Species)) <span class="sc">+</span>  </span>
+<span id="cb14-4"><a href="#cb14-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-11-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+</section>
+<section id="violin-plot-with-geom_violin" class="level2">
+<h2 class="anchored" data-anchor-id="violin-plot-with-geom_violin">Violin plot with <code>geom_violin</code></h2>
+<p>A violin plot shows the distribution of a continuous variable across different categories, combining the features of a box plot and a density plot. Also, the labels can be edited.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb15"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length,    </span>
+<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">x =</span> Species)) <span class="sc">+</span>      </span>
+<span id="cb15-4"><a href="#cb15-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_violin</span>() <span class="sc">+</span> </span>
+<span id="cb15-5"><a href="#cb15-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">labs</span>(<span class="at">y =</span> <span class="st">'Sepal Length'</span>, </span>
+<span id="cb15-6"><a href="#cb15-6" aria-hidden="true" tabindex="-1"></a>       <span class="at">x =</span> <span class="st">'Flower Species'</span>, </span>
+<span id="cb15-7"><a href="#cb15-7" aria-hidden="true" tabindex="-1"></a>       <span class="at">title =</span> <span class="st">'Violin plot of sepal length stratisfied by flower species'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-12-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+</section>
+<section id="histogram-with-geom_histogram" class="level2">
+<h2 class="anchored" data-anchor-id="histogram-with-geom_histogram">Histogram with <code>geom_histogram</code></h2>
+<p>Histogram shows the distribution of a continuous variable. You will sometimes get a message that suggests to select another <code>binwidth</code>. Do what is says and you will often get nicer plot (something nothing changes).</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length)) <span class="sc">+</span>     </span>
+<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_histogram</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stderr">
+<pre><code>`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.</code></pre>
+</div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-13-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>  <span class="co"># geom_histogram(binwidth = 0.5)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="bar-chart-with-geom_bar" class="level2">
+<h2 class="anchored" data-anchor-id="bar-chart-with-geom_bar">Bar chart with <code>geom_bar</code></h2>
+<p>A bar chart is made with the <code>geom_bar</code> function and is used to get an overview over the distribution of a single categorical variable, e.g.&nbsp;Flower.Color in this instance. Here we see the number of flowers of each Flower.Color. Notice that the Flower.Colors are sorted alphabetically.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Save plot in p</span></span>
+<span id="cb19-2"><a href="#cb19-2" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb19-3"><a href="#cb19-3" aria-hidden="true" tabindex="-1"></a>            <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color)) <span class="sc">+</span> </span>
+<span id="cb19-4"><a href="#cb19-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()                         </span>
+<span id="cb19-5"><a href="#cb19-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb19-6"><a href="#cb19-6" aria-hidden="true" tabindex="-1"></a><span class="co"># Show p</span></span>
+<span id="cb19-7"><a href="#cb19-7" aria-hidden="true" tabindex="-1"></a>p</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-14-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+<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="co"># Show p with new labels </span></span>
+<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a>p <span class="sc">+</span> <span class="fu">labs</span>(<span class="at">x =</span> <span class="st">'Flower Color'</span>, <span class="at">y =</span> <span class="st">'Count'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-14-2.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+<div class="sourceCode cell-code" id="cb21"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Save p with new lables in p (overwrite / reassign)</span></span>
+<span id="cb21-2"><a href="#cb21-2" aria-hidden="true" tabindex="-1"></a>p2 <span class="ot">&lt;-</span> p <span class="sc">+</span> <span class="fu">labs</span>(<span class="at">x =</span> <span class="st">'Flower Color'</span>, <span class="at">y =</span> <span class="st">'Count'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Color by species. The bars are stacked by default.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,   </span>
+<span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">fill =</span> Species)) <span class="sc">+</span>   </span>
+<span id="cb22-4"><a href="#cb22-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()                   </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-15-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+<p>Add <code>position = "dodge"</code> for bars to be placed next to each other.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb23"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
+<span id="cb23-2"><a href="#cb23-2" aria-hidden="true" tabindex="-1"></a>      <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,    </span>
+<span id="cb23-3"><a href="#cb23-3" aria-hidden="true" tabindex="-1"></a>          <span class="at">fill =</span> Species)) <span class="sc">+</span>   </span>
+<span id="cb23-4"><a href="#cb23-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>(<span class="at">position =</span> <span class="st">"dodge"</span>) </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-16-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+<p>Add <code>position = "fill"</code> for bars to be normalized such that heights of the bars to represent percentages rather than counts.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb24"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
+<span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a>      <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,   </span>
+<span id="cb24-3"><a href="#cb24-3" aria-hidden="true" tabindex="-1"></a>          <span class="at">fill =</span> Species)) <span class="sc">+</span>   </span>
+<span id="cb24-4"><a href="#cb24-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>(<span class="at">position =</span> <span class="st">"fill"</span>) <span class="sc">+</span> </span>
+<span id="cb24-5"><a href="#cb24-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">theme_bw</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-17-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+<div class="sourceCode cell-code" id="cb25"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a>  <span class="co"># theme_classic()  </span></span>
+<span id="cb25-2"><a href="#cb25-2" aria-hidden="true" tabindex="-1"></a>  <span class="co"># theme_minimal()</span></span>
+<span id="cb25-3"><a href="#cb25-3" aria-hidden="true" tabindex="-1"></a>  <span class="co"># theme_dark()</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Using <code>facet_wrap</code> if you want a plot to be split up according to a categorical variable.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb26"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb26-1"><a href="#cb26-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
+<span id="cb26-2"><a href="#cb26-2" aria-hidden="true" tabindex="-1"></a>      <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color)) <span class="sc">+</span></span>
+<span id="cb26-3"><a href="#cb26-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()  <span class="sc">+</span> </span>
+<span id="cb26-4"><a href="#cb26-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">facet_wrap</span>(<span class="fu">vars</span>(Species))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-18-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+</section>
+<section id="extra-section" class="level2">
+<h2 class="anchored" data-anchor-id="extra-section">Extra section</h2>
+<p><strong>(Should we exclude this? Is it too advanced? Is it used in the exercises?)</strong> We can order the columns such that the count goes from lowest to highest. This is actually not that easy in R.</p>
+<p>First, we see that the class of the Flower.Color is character. Characters are always sorted alphabetically like we saw above.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(iris<span class="sc">$</span>Flower.Color)</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] "character"</code></pre>
+</div>
+</div>
+<p>Extract the number of flowers for each Flower.Color.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb29"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>dl_Flower.Color <span class="ot">&lt;-</span> iris <span class="sc">%&gt;%</span></span>
+<span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(Flower.Color) <span class="sc">%&gt;%</span></span>
+<span id="cb29-3"><a href="#cb29-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarise</span>(<span class="at">n =</span> <span class="fu">n</span>()) <span class="sc">%&gt;%</span> </span>
+<span id="cb29-4"><a href="#cb29-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">arrange</span>(<span class="fu">desc</span>(n))</span>
+<span id="cb29-5"><a href="#cb29-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb29-6"><a href="#cb29-6" aria-hidden="true" tabindex="-1"></a>dl_Flower.Color</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: 5 × 2
+  Flower.Color     n
+  &lt;chr&gt;        &lt;int&gt;
+1 Red             44
+2 Yellow          33
+3 Purple          30
+4 Green           22
+5 Blue            21</code></pre>
+</div>
+<div class="sourceCode cell-code" id="cb31"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a>dl_Flower.Color<span class="sc">$</span>Flower.Color</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>[1] "Red"    "Yellow" "Purple" "Green"  "Blue"  </code></pre>
+</div>
+</div>
+<p>Change the class of the Flower.Color feature to factor and add levels according to the number of flowers with each color.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb33"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb33-1"><a href="#cb33-1" aria-hidden="true" tabindex="-1"></a>iris<span class="sc">$</span>Flower.Color <span class="ot">&lt;-</span> <span class="fu">factor</span>(iris<span class="sc">$</span>Flower.Color,</span>
+<span id="cb33-2"><a href="#cb33-2" aria-hidden="true" tabindex="-1"></a>                            <span class="at">levels =</span> dl_Flower.Color<span class="sc">$</span>Flower.Color)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Check class now</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb34"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb34-1"><a href="#cb34-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(iris<span class="sc">$</span>Flower.Color)</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] "factor"</code></pre>
+</div>
+</div>
+<p>Now we do the same plot as before and we see that the order has changed to range from largest to smallest Flower.Colors group. The plot is saved in the variable p.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb36"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb36-1"><a href="#cb36-1" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(iris,                <span class="co"># dataframe </span></span>
+<span id="cb36-2"><a href="#cb36-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color)) <span class="sc">+</span>  <span class="co"># x-value</span></span>
+<span id="cb36-3"><a href="#cb36-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()                     <span class="co"># type of plot </span></span>
+<span id="cb36-4"><a href="#cb36-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb36-5"><a href="#cb36-5" aria-hidden="true" tabindex="-1"></a>p</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-23-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+<p>We can also flip the chart. We update the plot, p, be reassignment.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb37"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> p <span class="sc">+</span> <span class="fu">coord_flip</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Since we are working with colors, we can change the colors of the bars to match the groups.</p>
+<p>R color chart <a href="http://www.stat.columbia.edu/~tzheng/files/Rcolor.pdf">here</a></p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb38"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb38-1"><a href="#cb38-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Define color palette</span></span>
+<span id="cb38-2"><a href="#cb38-2" aria-hidden="true" tabindex="-1"></a>color_palette <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"Red"</span> <span class="ot">=</span> <span class="st">"red3"</span>, </span>
+<span id="cb38-3"><a href="#cb38-3" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Blue"</span> <span class="ot">=</span> <span class="st">"cornflowerblue"</span>, </span>
+<span id="cb38-4"><a href="#cb38-4" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Yellow"</span> <span class="ot">=</span> <span class="st">"lightgoldenrod1"</span>, </span>
+<span id="cb38-5"><a href="#cb38-5" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Green"</span> <span class="ot">=</span> <span class="st">"darkolivegreen2"</span>, </span>
+<span id="cb38-6"><a href="#cb38-6" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Purple"</span> <span class="ot">=</span> <span class="st">"darkorchid3"</span>)</span>
+<span id="cb38-7"><a href="#cb38-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb38-8"><a href="#cb38-8" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> p <span class="sc">+</span> </span>
+<span id="cb38-9"><a href="#cb38-9" aria-hidden="true" tabindex="-1"></a>  <span class="fu">aes</span>(<span class="at">fill =</span> Flower.Color) <span class="sc">+</span>                <span class="co"># add the fill ascetics </span></span>
+<span id="cb38-10"><a href="#cb38-10" aria-hidden="true" tabindex="-1"></a>  <span class="fu">scale_fill_manual</span>(<span class="at">values =</span> color_palette) <span class="co"># set the fill color according to the color palette</span></span>
+<span id="cb38-11"><a href="#cb38-11" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb38-12"><a href="#cb38-12" aria-hidden="true" tabindex="-1"></a><span class="fu">print</span>(p)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-25-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+</section>
+<section id="bar-chart-with-geom_col" class="level2">
+<h2 class="anchored" data-anchor-id="bar-chart-with-geom_col">Bar chart with <code>geom_col</code></h2>
+<p>Summary of data:</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb39"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb39-1"><a href="#cb39-1" aria-hidden="true" tabindex="-1"></a>mean_sepal_length_pr_color <span class="ot">&lt;-</span> iris <span class="sc">%&gt;%</span></span>
+<span id="cb39-2"><a href="#cb39-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(Flower.Color) <span class="sc">%&gt;%</span></span>
+<span id="cb39-3"><a href="#cb39-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarize</span>(<span class="at">mean_Sepal.Length =</span> <span class="fu">mean</span>(Sepal.Length))</span>
+<span id="cb39-4"><a href="#cb39-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb39-5"><a href="#cb39-5" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(mean_sepal_length_pr_color)</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: 5 × 2
+  Flower.Color mean_Sepal.Length
+  &lt;fct&gt;                    &lt;dbl&gt;
+1 Red                       5.88
+2 Yellow                    5.89
+3 Purple                    5.91
+4 Green                     5.65
+5 Blue                      5.79</code></pre>
+</div>
+</div>
+<p>A bar chart with <code>geom_bar</code> is used to get an overview over the distribution of a categorical variable relative to a continues variable. Here we see the average Sepal.Length of the flowers for each Flower.Color.</p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb41"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb41-1"><a href="#cb41-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(mean_sepal_length_pr_color,   <span class="co"># dataframe </span></span>
+<span id="cb41-2"><a href="#cb41-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,         <span class="co"># x-value</span></span>
+<span id="cb41-3"><a href="#cb41-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> mean_Sepal.Length)) <span class="sc">+</span> <span class="co"># y-value</span></span>
+<span id="cb41-4"><a href="#cb41-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_col</span>()                         <span class="co"># type of plot </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-27-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
+</div>
+
+
+</section>
+
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+</div> <!-- /content -->
+
+
+
+
+</body></html>
\ No newline at end of file
diff --git a/Teachers/Presentations/presentation1.qmd b/Teachers/Presentations/presentation1.qmd
index 9bbffdb..18e79f7 100644
--- a/Teachers/Presentations/presentation1.qmd
+++ b/Teachers/Presentations/presentation1.qmd
@@ -57,8 +57,6 @@ Some features can only be added when you are in Source mode. E.g [write blue tex
 Code chunks are where the code is added to the document. Click the green button `+c` and a grey code chunk will appear with `'{r}'` in the beginning. This mean that it is an R code chunk. It is also possible to insert code chunks of other coding language.\
 For executing the code, press the `Run` button in the top right of the chunk to evaluate the code.
 
-If you have ever worked with an R script, a code chunk is just like a part of an R script.
-
 ```{r}
 
 ```
@@ -147,27 +145,33 @@ getwd()
 
 **Set working directory, setwd()**
 
-The working directory can changed BUT when working with Quarto this only influences individual code chunks. In opposition, a changing of wd within a classic .R script affects the document globally - we will not cover .R script in this course.\
+The working directory can changed BUT when working with Quarto this only influences individual code chunks. In opposition, a changing of wd within an `.R script` affects the document globally - we will not cover `.R scripts` in this course.\
 There are two type of paths, absolute paths (from root to desired location) and relative paths (from current location to desired location):
 
-**Absolute path:**
+*Absolute path:*
 
 ```{r, eval=FALSE}
 setwd("/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR")
 ```
 
-**Relative path:**
+*Relative path:*
 
 ```{r, eval=FALSE}
 setwd('./Exercises/')
 ```
 
-**Navigate up in the directory tree (..)**
+*Navigate up in the directory tree (..)*
 
-```{r}
+```{r, eval=FALSE}
 setwd('../Teachers')
 ```
 
+**Pointing to a dataset**
+
+```{r, eval=FALSE}
+load('/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Data/MyData.Rdata')
+```
+
 ## Variable assignment
 
 In R we use an arrow for variable assignment. You may call your almost variables whatever you like. [DO NOT]{.underline}: use special characters in variable names, i.e. &, ), \$ etc. or make spaces in naming.
diff --git a/Teachers/Presentations/presentation3.qmd b/Teachers/Presentations/presentation3.qmd
index 32a9ec9..a2a6ef5 100644
--- a/Teachers/Presentations/presentation3.qmd
+++ b/Teachers/Presentations/presentation3.qmd
@@ -9,7 +9,7 @@ project:
 
 ## Importing libraries and data
 
-```{r}
+```{r, warning=FALSE,message=FALSE}
 library(readxl)
 library(writexl)
 library(tidyverse)
@@ -34,15 +34,16 @@ Making the data more fun to plot.
 
 ```{r}
 # Define 5 colors and their respective ratios
+colors <- c(rep("Red", 40), 
+            rep("Blue", 20), 
+            rep("Yellow",30), 
+            rep("Green", 20),
+            rep("Purple",40))
+
 set.seed(123)  # For reproducibility
-colors <- c(rep("Red", 50),       # 50 rows with Red
-            rep("Blue", 30),      # 30 rows with Blue
-            rep("Yellow", 30),    # 30 rows with Yellow
-            rep("Green", 20),     # 20 rows with Green
-            rep("Purple", 20))    # 20 rows with Purple
 
 # Shuffle the colors to mix them randomly
-colors <- sample(colors)
+colors <- sample(colors, replace = TRUE)
 
 # Add the 'Flower.Color' column to the iris dataset
 iris$Flower.Color <- colors
@@ -163,14 +164,9 @@ p
 # Show p with new labels 
 p + labs(x = 'Flower Color', y = 'Count')
 
-# Show p (nothing has changed)
-p
-
 # Save p with new lables in p (overwrite / reassign)
-p <- p + labs(x = 'Flower Color', y = 'Count')
+p2 <- p + labs(x = 'Flower Color', y = 'Count')
 
-# Show p (lables have changed)
-p 
 ```
 
 Color by species. The bars are stacked by default.
@@ -267,17 +263,21 @@ p <- p + coord_flip()
 
 Since we are working with colors, we can change the colors of the bars to match the groups.
 
+R color chart [here](http://www.stat.columbia.edu/~tzheng/files/Rcolor.pdf)
+
 ```{r}
 # Define color palette
-color_palette <- c("Red" = "red", 
-                   "Blue" = "blue", 
-                   "Yellow" = "yellow", 
-                   "Green" = "green", 
-                   "Purple" = "purple")
+color_palette <- c("Red" = "red3", 
+                   "Blue" = "cornflowerblue", 
+                   "Yellow" = "lightgoldenrod1", 
+                   "Green" = "darkolivegreen2", 
+                   "Purple" = "darkorchid3")
 
 p <- p + 
   aes(fill = Flower.Color) +                # add the fill ascetics 
   scale_fill_manual(values = color_palette) # set the fill color according to the color palette
+
+print(p)
 ```
 
 ## Bar chart with `geom_col`
diff --git a/Teachers/Slideshow/FromExceltoR.pdf b/Teachers/Slideshow/FromExceltoR.pdf
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diff --git a/Teachers/Slideshow/FromExceltoR.pptx b/Teachers/Slideshow/FromExceltoR.pptx
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diff --git a/docs/Presentations/presentation1.html b/docs/Presentations/presentation1.html
index 6bb5919..964980d 100644
--- a/docs/Presentations/presentation1.html
+++ b/docs/Presentations/presentation1.html
@@ -290,7 +290,8 @@
     <h2 id="toc-title">On this page</h2>
    
   <ul>
-  <li><a href="#the-quarto-way" id="toc-the-quarto-way" class="nav-link active" data-scroll-target="#the-quarto-way">The Quarto Way!</a>
+  <li><a href="#the-quarto-way" id="toc-the-quarto-way" class="nav-link active" data-scroll-target="#the-quarto-way">The Quarto Way!</a></li>
+  <li><a href="#quarto-uses-a-markup-language" id="toc-quarto-uses-a-markup-language" class="nav-link" data-scroll-target="#quarto-uses-a-markup-language">Quarto uses a markup language</a>
   <ul class="collapse">
   <li><a href="#this-is-the-third-largest-header-header-3" id="toc-this-is-the-third-largest-header-header-3" class="nav-link" data-scroll-target="#this-is-the-third-largest-header-header-3">This is the third largest header (Header 3)</a></li>
   <li><a href="#modes-of-quarto-document" id="toc-modes-of-quarto-document" class="nav-link" data-scroll-target="#modes-of-quarto-document">Modes of Quarto Document</a></li>
@@ -338,10 +339,14 @@ <h1 class="title">Presentation 1: R, Rstudio and Quarto</h1>
 
 <section id="the-quarto-way" class="level1">
 <h1>The Quarto Way!</h1>
-<p><a href="https://quarto.org/">Quarto</a> is an open-source publishing suite - a tool-suite that supports workflows for reproducible scholarly writing and publishing. Quarto works with <code>markup language</code>.</p>
-<p>A <a href="https://en.wikipedia.org/wiki/Markup_language">markup language</a> is a text-coding system which specifies the structure and formatting of a document and the relationships among its parts. Markup languages control how a document is displayed.<br>
-<code>Markdown</code> is a lightweight markup language for creating formatted text using a plain-text editor another example of a markup language is <code>LaTex</code>.</p>
-<p>Lets see how a markup language works:<br>
+<p><a href="https://quarto.org/">Quarto</a> is an open-source publishing suite - a tool-suite that supports workflows for reproducible scholarly writing and publishing.</p>
+<p>Quarto documents begin with a <code>YAML header</code> which specifies things about the document, what type of documents to render (compile) to e.g.&nbsp;HTML, PDF, WORD, whether the document is published to a website project, document layout, and more.</p>
+</section>
+<section id="quarto-uses-a-markup-language" class="level1">
+<h1>Quarto uses a markup language</h1>
+<p>Quarto works with <code>markup language</code>. A <a href="https://en.wikipedia.org/wiki/Markup_language">markup language</a> is a text-coding system which specifies the structure and formatting of a document and the relationships among its parts. Markup languages control how the content of a document is displayed.<br>
+<code>Pandoc Markdown</code> is the markup language utilized by Quarto - another classic example of a markup language is <code>LaTex</code>.</p>
+<p>Lets see how the pandoc <code>Pandoc Markdown</code> works:<br>
 </p>
 <section id="this-is-the-third-largest-header-header-3" class="level3">
 <h3 class="anchored" data-anchor-id="this-is-the-third-largest-header-header-3">This is the third largest header (Header 3)</h3>
@@ -405,7 +410,6 @@ <h2 class="anchored" data-anchor-id="modes-of-quarto-document">Modes of Quarto D
 <h2 class="anchored" data-anchor-id="code-chunks-and-structure">Code chunks and structure</h2>
 <p>Code chunks are where the code is added to the document. Click the green button <code>+c</code> and a grey code chunk will appear with <code>'{r}'</code> in the beginning. This mean that it is an R code chunk. It is also possible to insert code chunks of other coding language.<br>
 For executing the code, press the <code>Run</code> button in the top right of the chunk to evaluate the code.</p>
-<p>If you have ever worked with an R script, a code chunk is just like a part of an R script.</p>
 <p>Below is a code chunk with a comment. A comment is a line that starts with a hashtag. Comments can be useful in longer code chunks and will often describe the code.</p>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="co"># This is a comment. Here I can write whatever I want because it is in hashtags. </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
@@ -478,81 +482,82 @@ <h3 class="anchored" data-anchor-id="render-making-the-report">Render: Making th
 <h1>Lets get started on R!</h1>
 <section id="working-directory" class="level2">
 <h2 class="anchored" data-anchor-id="working-directory">Working directory</h2>
-<p>The term ‘path’ refers to the trajectory you need to follow from the place you are “located” on your computer to the place you want to work from. When working with Quarto your working directory is always the same locations as your Quarto document. The working becomes important when we start loading data in from other places (presentation 2).</p>
-<p>Where am I now?</p>
+<p>The term <code>path</code> refers to the trajectory you need to follow from the place you are ‘located’ on your computer to the place you want to work from. When working with Quarto your <code>working directory (wd)</code> is always the same locations as your Quarto document (is not true for .R scripts!). The wd becomes important when we start loading data in from other places (presentation 2).</p>
+<p><strong>Where am I now? getwd()</strong></p>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb14"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a><span class="fu">getwd</span>()</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] "/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations"</code></pre>
 </div>
 </div>
-<p><strong>Set working directory</strong></p>
-<p>The working directory can changed but when working with Quarto this only influences individual code chunks (which is mentioned in a warning when executing the code below). However it is really useful when working with raw R scripts which are taught in the upcoming R for data science (R part 2) course.</p>
+<p><strong>Set working directory, setwd()</strong></p>
+<p>The working directory can changed BUT when working with Quarto this only influences individual code chunks. In opposition, a changing of wd within an <code>.R script</code> affects the document globally - we will not cover <code>.R scripts</code> in this course.<br>
+There are two type of paths, absolute paths (from root to desired location) and relative paths (from current location to desired location):</p>
+<p><em>Absolute path:</em></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="fu">setwd</span>(<span class="st">'../Exercises/'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="fu">setwd</span>(<span class="st">"/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
-<p>In another chuck, the working directory is the same as before.</p>
+<p><em>Relative path:</em></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb17"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="fu">getwd</span>()</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] "/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations"</code></pre>
+<div class="sourceCode cell-code" id="cb17"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="fu">setwd</span>(<span class="st">'./Exercises/'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p><em>Navigate up in the directory tree (..)</em></p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a><span class="fu">setwd</span>(<span class="st">'../Teachers'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
+<p><strong>Pointing to a dataset</strong></p>
+<div class="cell">
+<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a><span class="fu">load</span>(<span class="st">'/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Data/MyData.Rdata'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 </section>
 <section id="variable-assignment" class="level2">
 <h2 class="anchored" data-anchor-id="variable-assignment">Variable assignment</h2>
 <p>In R we use an arrow for variable assignment. You may call your almost variables whatever you like. <u>DO NOT</u>: use special characters in variable names, i.e.&nbsp;&amp;, ), $ etc. or make spaces in naming.</p>
-<p>The first variable we create is <strong>a</strong></p>
+<p><strong>The first two variables we create is ‘a’ and ‘b’</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a>a <span class="ot">&lt;-</span> <span class="dv">1</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<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>a <span class="ot">&lt;-</span> <span class="dv">1</span></span>
+<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a>b <span class="ot">&lt;-</span> <span class="dv">3</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
-<p>Now we print ‘a’ and see what value it has</p>
+<p><strong>Now we print ‘a’ and see what value it has:</strong></p>
 <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">print</span>(a)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb21"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="fu">print</span>(a)</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] 1</code></pre>
 </div>
 </div>
-<p>We check the class of a</p>
+<p><strong>We check the class of a:</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(a)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb23"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(a)</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] "numeric"</code></pre>
 </div>
 </div>
-<p>Let’s create and other variable, <strong>b</strong></p>
-<div class="cell">
-<div class="sourceCode cell-code" id="cb24"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a>b <span class="ot">&lt;-</span> <span class="dv">3</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-</div>
-<p>We add a and b <u>without</u> reassignment and get the result printed</p>
+<p><strong>We add a and b <u>without</u> reassignment and get the result printed:</strong></p>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb25"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a>a <span class="sc">+</span> b </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] 4</code></pre>
 </div>
 </div>
-<p>If we want to save the result we have to reassign it to a new variable</p>
-<div class="cell">
-<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a>c <span class="ot">&lt;-</span> a <span class="sc">+</span> b</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-</div>
-<p>Call c to view it:</p>
+<p><strong>If we want to save the result we have to reassign it to a new variable:</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb28"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb28-1"><a href="#cb28-1" aria-hidden="true" tabindex="-1"></a>c</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a>c <span class="ot">&lt;-</span> a <span class="sc">+</span> b</span>
+<span id="cb27-2"><a href="#cb27-2" aria-hidden="true" tabindex="-1"></a><span class="fu">print</span>(c)</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] 4</code></pre>
 </div>
 </div>
 <p><strong>A vector of numbers named num1</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb30"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb30-1"><a href="#cb30-1" aria-hidden="true" tabindex="-1"></a>num1 <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">5</span>,<span class="dv">1</span>,<span class="dv">11</span>,<span class="dv">6</span>,<span class="dv">4</span>)</span>
-<span id="cb30-2"><a href="#cb30-2" aria-hidden="true" tabindex="-1"></a>num1</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb29"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>num1 <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">5</span>,<span class="dv">1</span>,<span class="dv">11</span>,<span class="dv">6</span>,<span class="dv">4</span>)</span>
+<span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a>num1</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]  5  1 11  6  4</code></pre>
 </div>
 </div>
 <p><strong>Find the mean of the vector</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb32"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb32-1"><a href="#cb32-1" aria-hidden="true" tabindex="-1"></a>(<span class="dv">5</span><span class="sc">+</span><span class="dv">1</span><span class="sc">+</span><span class="dv">11</span><span class="sc">+</span><span class="dv">6</span><span class="sc">+</span><span class="dv">4</span>)<span class="sc">/</span><span class="dv">5</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb31"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a>(<span class="dv">5</span><span class="sc">+</span><span class="dv">1</span><span class="sc">+</span><span class="dv">11</span><span class="sc">+</span><span class="dv">6</span><span class="sc">+</span><span class="dv">4</span>)<span class="sc">/</span><span class="dv">5</span></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] 5.4</code></pre>
 </div>
@@ -563,30 +568,30 @@ <h2 class="anchored" data-anchor-id="functions-and-arguments">Functions and Argu
 <p>Function are chunks of code wrapped in a way which makes the code inside reusable. A function takes an input(s) (arguments) and returns an output(s). You can make your own function but in this course you will only use the functions that are already available in the R packages.</p>
 <p><strong>Let’s look at the mean() function</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb34"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb34-1"><a href="#cb34-1" aria-hidden="true" tabindex="-1"></a>?<span class="fu">mean</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb33"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb33-1"><a href="#cb33-1" aria-hidden="true" tabindex="-1"></a>?<span class="fu">mean</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Taking the mean of a vector</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb35"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb35-1"><a href="#cb35-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num1)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb34"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb34-1"><a href="#cb34-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num1)</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] 5.4</code></pre>
 </div>
 </div>
 <p><strong>Functions makes code reusable</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb37"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" aria-hidden="true" tabindex="-1"></a>num2 <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">0</span>,<span class="dv">3</span>,<span class="dv">4</span>,<span class="dv">9</span>,<span class="dv">1</span>,<span class="dv">2</span>,<span class="dv">7</span>,<span class="dv">10</span>,<span class="dv">2</span>,<span class="dv">11</span>) <span class="co"># Define new vector</span></span>
-<span id="cb37-2"><a href="#cb37-2" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num2) <span class="co"># Print the mean of the vector </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb36"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb36-1"><a href="#cb36-1" aria-hidden="true" tabindex="-1"></a>num2 <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">0</span>,<span class="dv">3</span>,<span class="dv">4</span>,<span class="dv">9</span>,<span class="dv">1</span>,<span class="dv">2</span>,<span class="dv">7</span>,<span class="dv">10</span>,<span class="dv">2</span>,<span class="dv">11</span>) <span class="co"># Define new vector</span></span>
+<span id="cb36-2"><a href="#cb36-2" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num2) <span class="co"># Print the mean of the vector </span></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] 4.9</code></pre>
 </div>
 </div>
 <p><strong>Find length of vector</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb39"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb39-1"><a href="#cb39-1" aria-hidden="true" tabindex="-1"></a><span class="fu">length</span>(num1)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb38"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb38-1"><a href="#cb38-1" aria-hidden="true" tabindex="-1"></a><span class="fu">length</span>(num1)</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] 5</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb41"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb41-1"><a href="#cb41-1" aria-hidden="true" tabindex="-1"></a><span class="fu">length</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb40"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb40-1"><a href="#cb40-1" aria-hidden="true" tabindex="-1"></a><span class="fu">length</span>(num2)</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] 10</code></pre>
 </div>
@@ -597,27 +602,27 @@ <h2 class="anchored" data-anchor-id="simple-summary-statistics">Simple summary s
 <p>Summary statistics is information such as number of items, mean, median, standard deviation and sum.</p>
 <p><strong>Summary statistics of a vector</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb43"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb43-1"><a href="#cb43-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb42"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb42-1"><a href="#cb42-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mean</span>(num2)</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] 4.9</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb45"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb45-1"><a href="#cb45-1" aria-hidden="true" tabindex="-1"></a><span class="fu">median</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb44"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb44-1"><a href="#cb44-1" aria-hidden="true" tabindex="-1"></a><span class="fu">median</span>(num2)</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] 3.5</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb47"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb47-1"><a href="#cb47-1" aria-hidden="true" tabindex="-1"></a><span class="fu">sd</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb46"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb46-1"><a href="#cb46-1" aria-hidden="true" tabindex="-1"></a><span class="fu">sd</span>(num2)</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] 4.012481</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb49"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb49-1"><a href="#cb49-1" aria-hidden="true" tabindex="-1"></a><span class="fu">sum</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb48"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb48-1"><a href="#cb48-1" aria-hidden="true" tabindex="-1"></a><span class="fu">sum</span>(num2)</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] 49</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb51"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb51-1"><a href="#cb51-1" aria-hidden="true" tabindex="-1"></a><span class="fu">min</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb50"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb50-1"><a href="#cb50-1" aria-hidden="true" tabindex="-1"></a><span class="fu">min</span>(num2)</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] 0</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb53"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb53-1"><a href="#cb53-1" aria-hidden="true" tabindex="-1"></a><span class="fu">max</span>(num2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb52"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb52-1"><a href="#cb52-1" aria-hidden="true" tabindex="-1"></a><span class="fu">max</span>(num2)</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] 11</code></pre>
 </div>
@@ -628,19 +633,19 @@ <h2 class="anchored" data-anchor-id="r-packages">R packages</h2>
 <p>R packages are collections of functions written by R developers and super users and they make our lives much easier. Functions used in the same type of R analysis/pipeline are bundled and organized in packages. There is a help page for each package to tell us which functions it contains and which arguments go into these. In order to use a package we need to download and install it on our computer. Most R packages are stored and maintained on the CRAN[<a href="https://cran.r-project.org/mirrors.html%5D" class="uri">https://cran.r-project.org/mirrors.html%5D</a> repository.</p>
 <p><strong>Install a package</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb55"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb55-1"><a href="#cb55-1" aria-hidden="true" tabindex="-1"></a><span class="co"># install.packages('tidyverse')</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb54"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb54-1"><a href="#cb54-1" aria-hidden="true" tabindex="-1"></a><span class="co"># install.packages('tidyverse')</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Load packages</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb56"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb56-1"><a href="#cb56-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tidyverse)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb55"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb55-1"><a href="#cb55-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tidyverse)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Query package</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb57"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb57-1"><a href="#cb57-1" aria-hidden="true" tabindex="-1"></a>?tidyverse</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb56"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb56-1"><a href="#cb56-1" aria-hidden="true" tabindex="-1"></a>?tidyverse</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Query function from package</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb58"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb58-1"><a href="#cb58-1" aria-hidden="true" tabindex="-1"></a>?dplyr<span class="sc">::</span>select</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb57"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb57-1"><a href="#cb57-1" aria-hidden="true" tabindex="-1"></a>?dplyr<span class="sc">::</span>select</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 </section>
 <section id="data-structures" class="level2">
@@ -648,8 +653,8 @@ <h2 class="anchored" data-anchor-id="data-structures">Data structures</h2>
 <p>In the example below we will make two vectors into a tibble. Tibbles are the R object types you will mainly be working with in this course. We will try to convert between data types and structures using the collection of ‘as.’ functions.</p>
 <p><strong>A vector of characters</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb59"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb59-1"><a href="#cb59-1" aria-hidden="true" tabindex="-1"></a>people <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"Anders"</span>, <span class="st">"Diana"</span>, <span class="st">"Tugce"</span>, <span class="st">"Henrike"</span>, <span class="st">"Chelsea"</span>, <span class="st">"Valentina"</span>, <span class="st">"Thile"</span>, <span class="st">"Helene"</span>)</span>
-<span id="cb59-2"><a href="#cb59-2" aria-hidden="true" tabindex="-1"></a>people</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb58"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb58-1"><a href="#cb58-1" aria-hidden="true" tabindex="-1"></a>people <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"Anders"</span>, <span class="st">"Diana"</span>, <span class="st">"Tugce"</span>, <span class="st">"Henrike"</span>, <span class="st">"Chelsea"</span>, <span class="st">"Valentina"</span>, <span class="st">"Thile"</span>, <span class="st">"Helene"</span>)</span>
+<span id="cb58-2"><a href="#cb58-2" aria-hidden="true" tabindex="-1"></a>people</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] "Anders"    "Diana"     "Tugce"     "Henrike"   "Chelsea"   "Valentina"
 [7] "Thile"     "Helene"   </code></pre>
@@ -657,57 +662,57 @@ <h2 class="anchored" data-anchor-id="data-structures">Data structures</h2>
 </div>
 <p><strong>A vector of numeric values</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb61"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb61-1"><a href="#cb61-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">2019</span>, <span class="dv">2020</span>, <span class="dv">2020</span>, <span class="dv">2021</span>, <span class="dv">2023</span>, <span class="dv">2022</span>, <span class="dv">2020</span>, <span class="dv">2024</span>)</span>
-<span id="cb61-2"><a href="#cb61-2" aria-hidden="true" tabindex="-1"></a>joined_year</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb60"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb60-1"><a href="#cb60-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="dv">2019</span>, <span class="dv">2020</span>, <span class="dv">2020</span>, <span class="dv">2021</span>, <span class="dv">2023</span>, <span class="dv">2022</span>, <span class="dv">2020</span>, <span class="dv">2024</span>)</span>
+<span id="cb60-2"><a href="#cb60-2" aria-hidden="true" tabindex="-1"></a>joined_year</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] 2019 2020 2020 2021 2023 2022 2020 2024</code></pre>
 </div>
 </div>
 <p><strong>Access data type or structure with the class() function</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb63"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb63-1"><a href="#cb63-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(people)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb62"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb62-1"><a href="#cb62-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(people)</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] "character"</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb65"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb65-1"><a href="#cb65-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(joined_year)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb64"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb64-1"><a href="#cb64-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(joined_year)</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] "numeric"</code></pre>
 </div>
 </div>
 <p><strong>Convert joined_year to character values</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb67"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb67-1"><a href="#cb67-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">as.character</span>(joined_year)</span>
-<span id="cb67-2"><a href="#cb67-2" aria-hidden="true" tabindex="-1"></a>joined_year</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb66"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb66-1"><a href="#cb66-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">as.character</span>(joined_year)</span>
+<span id="cb66-2"><a href="#cb66-2" aria-hidden="true" tabindex="-1"></a>joined_year</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] "2019" "2020" "2020" "2021" "2023" "2022" "2020" "2024"</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb69"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb69-1"><a href="#cb69-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(joined_year)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb68"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb68-1"><a href="#cb68-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(joined_year)</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] "character"</code></pre>
 </div>
 </div>
 <p><strong>Convert joined_year back to numeric values</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb71"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb71-1"><a href="#cb71-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">as.numeric</span>(joined_year)</span>
-<span id="cb71-2"><a href="#cb71-2" aria-hidden="true" tabindex="-1"></a>joined_year</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb70"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb70-1"><a href="#cb70-1" aria-hidden="true" tabindex="-1"></a>joined_year <span class="ot">&lt;-</span> <span class="fu">as.numeric</span>(joined_year)</span>
+<span id="cb70-2"><a href="#cb70-2" aria-hidden="true" tabindex="-1"></a>joined_year</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] 2019 2020 2020 2021 2023 2022 2020 2024</code></pre>
 </div>
 </div>
 <p><strong>Convert classes with the ‘as.’ functions</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb73"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb73-1"><a href="#cb73-1" aria-hidden="true" tabindex="-1"></a><span class="co"># as.numeric()</span></span>
-<span id="cb73-2"><a href="#cb73-2" aria-hidden="true" tabindex="-1"></a><span class="co"># as.integer()</span></span>
-<span id="cb73-3"><a href="#cb73-3" aria-hidden="true" tabindex="-1"></a><span class="co"># as.character()</span></span>
-<span id="cb73-4"><a href="#cb73-4" aria-hidden="true" tabindex="-1"></a><span class="co"># as.factor()</span></span>
-<span id="cb73-5"><a href="#cb73-5" aria-hidden="true" tabindex="-1"></a><span class="co"># ...</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb72"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb72-1"><a href="#cb72-1" aria-hidden="true" tabindex="-1"></a><span class="co"># as.numeric()</span></span>
+<span id="cb72-2"><a href="#cb72-2" aria-hidden="true" tabindex="-1"></a><span class="co"># as.integer()</span></span>
+<span id="cb72-3"><a href="#cb72-3" aria-hidden="true" tabindex="-1"></a><span class="co"># as.character()</span></span>
+<span id="cb72-4"><a href="#cb72-4" aria-hidden="true" tabindex="-1"></a><span class="co"># as.factor()</span></span>
+<span id="cb72-5"><a href="#cb72-5" aria-hidden="true" tabindex="-1"></a><span class="co"># ...</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>Let’s make a tibble from two vectors</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb74"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb74-1"><a href="#cb74-1" aria-hidden="true" tabindex="-1"></a>my_data <span class="ot">&lt;-</span> <span class="fu">tibble</span>(<span class="at">name =</span> people, </span>
-<span id="cb74-2"><a href="#cb74-2" aria-hidden="true" tabindex="-1"></a>                  <span class="at">joined_year =</span> joined_year)</span>
-<span id="cb74-3"><a href="#cb74-3" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb74-4"><a href="#cb74-4" aria-hidden="true" tabindex="-1"></a>my_data</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb73"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb73-1"><a href="#cb73-1" aria-hidden="true" tabindex="-1"></a>my_data <span class="ot">&lt;-</span> <span class="fu">tibble</span>(<span class="at">name =</span> people, </span>
+<span id="cb73-2"><a href="#cb73-2" aria-hidden="true" tabindex="-1"></a>                  <span class="at">joined_year =</span> joined_year)</span>
+<span id="cb73-3"><a href="#cb73-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb73-4"><a href="#cb73-4" aria-hidden="true" tabindex="-1"></a>my_data</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: 8 × 2
   name      joined_year
@@ -721,7 +726,7 @@ <h2 class="anchored" data-anchor-id="data-structures">Data structures</h2>
 7 Thile            2020
 8 Helene           2024</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb76"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb76-1"><a href="#cb76-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(my_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb75"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb75-1"><a href="#cb75-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(my_data)</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] "tbl_df"     "tbl"        "data.frame"</code></pre>
 </div>
@@ -729,20 +734,20 @@ <h2 class="anchored" data-anchor-id="data-structures">Data structures</h2>
 <p>Just like you can convert between different data types, you can convert between data structures/objects.</p>
 <p><strong>Convert tibble to dataframe</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb78"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb78-1"><a href="#cb78-1" aria-hidden="true" tabindex="-1"></a>my_data2 <span class="ot">&lt;-</span> <span class="fu">as.data.frame</span>(my_data)</span>
-<span id="cb78-2"><a href="#cb78-2" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(my_data2)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb77"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb77-1"><a href="#cb77-1" aria-hidden="true" tabindex="-1"></a>my_data2 <span class="ot">&lt;-</span> <span class="fu">as.data.frame</span>(my_data)</span>
+<span id="cb77-2"><a href="#cb77-2" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(my_data2)</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] "data.frame"</code></pre>
 </div>
 </div>
 <p><strong>Convert classes with the ‘as.’ functions</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb80"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb80-1"><a href="#cb80-1" aria-hidden="true" tabindex="-1"></a><span class="co"># as.data.frame()</span></span>
-<span id="cb80-2"><a href="#cb80-2" aria-hidden="true" tabindex="-1"></a><span class="co"># as.matrix()</span></span>
-<span id="cb80-3"><a href="#cb80-3" aria-hidden="true" tabindex="-1"></a><span class="co"># as.list()</span></span>
-<span id="cb80-4"><a href="#cb80-4" aria-hidden="true" tabindex="-1"></a><span class="co"># as.table()</span></span>
-<span id="cb80-5"><a href="#cb80-5" aria-hidden="true" tabindex="-1"></a><span class="co"># ...</span></span>
-<span id="cb80-6"><a href="#cb80-6" aria-hidden="true" tabindex="-1"></a><span class="co"># as_tibble()</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb79"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb79-1"><a href="#cb79-1" aria-hidden="true" tabindex="-1"></a><span class="co"># as.data.frame()</span></span>
+<span id="cb79-2"><a href="#cb79-2" aria-hidden="true" tabindex="-1"></a><span class="co"># as.matrix()</span></span>
+<span id="cb79-3"><a href="#cb79-3" aria-hidden="true" tabindex="-1"></a><span class="co"># as.list()</span></span>
+<span id="cb79-4"><a href="#cb79-4" aria-hidden="true" tabindex="-1"></a><span class="co"># as.table()</span></span>
+<span id="cb79-5"><a href="#cb79-5" aria-hidden="true" tabindex="-1"></a><span class="co"># ...</span></span>
+<span id="cb79-6"><a href="#cb79-6" aria-hidden="true" tabindex="-1"></a><span class="co"># as_tibble()</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 </section>
 <section id="fundamental-operations" class="level2">
@@ -751,7 +756,7 @@ <h2 class="anchored" data-anchor-id="fundamental-operations">Fundamental operati
 <p>1. Simply call it and it will be printed to the console. 2. With large object it is preferable to use `head()` or `tail()` to only see the first or last part. 3. To see the data in a tabular excel style format you can use `view()`</p>
 <p><strong>Look at the “head” of an object</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb81"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb81-1"><a href="#cb81-1" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(my_data, <span class="at">n =</span> <span class="dv">4</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb80"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb80-1"><a href="#cb80-1" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(my_data, <span class="at">n =</span> <span class="dv">4</span>)</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: 4 × 2
   name    joined_year
@@ -764,18 +769,18 @@ <h2 class="anchored" data-anchor-id="fundamental-operations">Fundamental operati
 </div>
 <p><strong>Open up tibble as a table (Excel style)</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb83"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb83-1"><a href="#cb83-1" aria-hidden="true" tabindex="-1"></a><span class="fu">view</span>(my_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb82"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb82-1"><a href="#cb82-1" aria-hidden="true" tabindex="-1"></a><span class="fu">view</span>(my_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p><strong>dim(), short for dimensions, which returns the number of rows and columns of an R object</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb84"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb84-1"><a href="#cb84-1" aria-hidden="true" tabindex="-1"></a><span class="fu">dim</span>(my_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb83"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb83-1"><a href="#cb83-1" aria-hidden="true" tabindex="-1"></a><span class="fu">dim</span>(my_data)</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] 8 2</code></pre>
 </div>
 </div>
 <p><strong>Look at a single column from a tibble using the ‘$’ symbol</strong></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb86"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb86-1"><a href="#cb86-1" aria-hidden="true" tabindex="-1"></a>my_data<span class="sc">$</span>joined_year</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb85"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb85-1"><a href="#cb85-1" aria-hidden="true" tabindex="-1"></a>my_data<span class="sc">$</span>joined_year</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] 2019 2020 2020 2021 2023 2022 2020 2024</code></pre>
 </div>
diff --git a/docs/Presentations/presentation2.html b/docs/Presentations/presentation2.html
index dda5804..4d11d7c 100644
--- a/docs/Presentations/presentation2.html
+++ b/docs/Presentations/presentation2.html
@@ -344,7 +344,7 @@ <h2 class="anchored" data-anchor-id="check-working-directory">Check working dire
 <div class="cell">
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="fu">getwd</span>()</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] "/Users/srz223/Desktop/DataLab/FromExceltoR/Teachers/Presentations"</code></pre>
+<pre><code>[1] "/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations"</code></pre>
 </div>
 </div>
 </section>
diff --git a/docs/Presentations/presentation3.html b/docs/Presentations/presentation3.html
index 31dde9b..db947d7 100644
--- a/docs/Presentations/presentation3.html
+++ b/docs/Presentations/presentation3.html
@@ -333,26 +333,14 @@ <h2 class="anchored" data-anchor-id="importing-libraries-and-data">Importing lib
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(readxl)</span>
 <span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(writexl)</span>
 <span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tidyverse)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<div class="cell-output cell-output-stderr">
-<pre><code>── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
-✔ dplyr     1.1.4     ✔ readr     2.1.5
-✔ forcats   1.0.0     ✔ stringr   1.5.1
-✔ ggplot2   3.5.1     ✔ tibble    3.2.1
-✔ lubridate 1.9.3     ✔ tidyr     1.3.1
-✔ purrr     1.0.2     
-── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
-✖ dplyr::filter() masks stats::filter()
-✖ dplyr::lag()    masks stats::lag()
-ℹ Use the conflicted package (&lt;http://conflicted.r-lib.org/&gt;) to force all conflicts to become errors</code></pre>
-</div>
 </div>
 </section>
 <section id="load-data" class="level2">
 <h2 class="anchored" data-anchor-id="load-data">Load data</h2>
 <p>The iris dataset is a widely-used dataset in data science, containing 150 observations of iris flowers with features like sepal length, sepal width, petal length, and petal width. It includes three species: Setosa, Versicolor, and Virginica, making it ideal for classification tasks and data visualization.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">data</span>(<span class="st">'iris'</span>)</span>
-<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(iris)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="fu">data</span>(<span class="st">'iris'</span>)</span>
+<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(iris)</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>  Sepal.Length Sepal.Width Petal.Length Petal.Width Species
 1          5.1         3.5          1.4         0.2  setosa
@@ -364,36 +352,37 @@ <h2 class="anchored" data-anchor-id="load-data">Load data</h2>
 </div>
 </div>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="co"># some R code </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="co"># some R code </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 </section>
 <section id="data-wranglig" class="level2">
 <h2 class="anchored" data-anchor-id="data-wranglig">Data wranglig</h2>
 <p>Making the data more fun to plot.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb6"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Define 5 colors and their respective ratios</span></span>
-<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a><span class="fu">set.seed</span>(<span class="dv">123</span>)  <span class="co"># For reproducibility</span></span>
-<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a>colors <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="fu">rep</span>(<span class="st">"Red"</span>, <span class="dv">50</span>),       <span class="co"># 50 rows with Red</span></span>
-<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Blue"</span>, <span class="dv">30</span>),      <span class="co"># 30 rows with Blue</span></span>
-<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Yellow"</span>, <span class="dv">30</span>),    <span class="co"># 30 rows with Yellow</span></span>
-<span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Green"</span>, <span class="dv">20</span>),     <span class="co"># 20 rows with Green</span></span>
-<span id="cb6-7"><a href="#cb6-7" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Purple"</span>, <span class="dv">20</span>))    <span class="co"># 20 rows with Purple</span></span>
-<span id="cb6-8"><a href="#cb6-8" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb6-9"><a href="#cb6-9" aria-hidden="true" tabindex="-1"></a><span class="co"># Shuffle the colors to mix them randomly</span></span>
-<span id="cb6-10"><a href="#cb6-10" aria-hidden="true" tabindex="-1"></a>colors <span class="ot">&lt;-</span> <span class="fu">sample</span>(colors)</span>
-<span id="cb6-11"><a href="#cb6-11" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb6-12"><a href="#cb6-12" aria-hidden="true" tabindex="-1"></a><span class="co"># Add the 'Flower.Color' column to the iris dataset</span></span>
-<span id="cb6-13"><a href="#cb6-13" aria-hidden="true" tabindex="-1"></a>iris<span class="sc">$</span>Flower.Color <span class="ot">&lt;-</span> colors</span>
-<span id="cb6-14"><a href="#cb6-14" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb6-15"><a href="#cb6-15" aria-hidden="true" tabindex="-1"></a><span class="co"># View the first few rows to check the result</span></span>
-<span id="cb6-16"><a href="#cb6-16" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(iris)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Define 5 colors and their respective ratios</span></span>
+<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a>colors <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="fu">rep</span>(<span class="st">"Red"</span>, <span class="dv">40</span>), </span>
+<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Blue"</span>, <span class="dv">20</span>), </span>
+<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Yellow"</span>,<span class="dv">30</span>), </span>
+<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Green"</span>, <span class="dv">20</span>),</span>
+<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a>            <span class="fu">rep</span>(<span class="st">"Purple"</span>,<span class="dv">40</span>))</span>
+<span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-8"><a href="#cb5-8" aria-hidden="true" tabindex="-1"></a><span class="fu">set.seed</span>(<span class="dv">123</span>)  <span class="co"># For reproducibility</span></span>
+<span id="cb5-9"><a href="#cb5-9" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-10"><a href="#cb5-10" aria-hidden="true" tabindex="-1"></a><span class="co"># Shuffle the colors to mix them randomly</span></span>
+<span id="cb5-11"><a href="#cb5-11" aria-hidden="true" tabindex="-1"></a>colors <span class="ot">&lt;-</span> <span class="fu">sample</span>(colors, <span class="at">replace =</span> <span class="cn">TRUE</span>)</span>
+<span id="cb5-12"><a href="#cb5-12" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-13"><a href="#cb5-13" aria-hidden="true" tabindex="-1"></a><span class="co"># Add the 'Flower.Color' column to the iris dataset</span></span>
+<span id="cb5-14"><a href="#cb5-14" aria-hidden="true" tabindex="-1"></a>iris<span class="sc">$</span>Flower.Color <span class="ot">&lt;-</span> colors</span>
+<span id="cb5-15"><a href="#cb5-15" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-16"><a href="#cb5-16" aria-hidden="true" tabindex="-1"></a><span class="co"># View the first few rows to check the result</span></span>
+<span id="cb5-17"><a href="#cb5-17" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(iris)</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>  Sepal.Length Sepal.Width Petal.Length Petal.Width Species Flower.Color
 1          5.1         3.5          1.4         0.2  setosa          Red
-2          4.9         3.0          1.4         0.2  setosa          Red
-3          4.7         3.2          1.3         0.2  setosa        Green
-4          4.6         3.1          1.5         0.2  setosa          Red
-5          5.0         3.6          1.4         0.2  setosa       Purple
+2          4.9         3.0          1.4         0.2  setosa         Blue
+3          4.7         3.2          1.3         0.2  setosa       Purple
+4          4.6         3.1          1.5         0.2  setosa         Blue
+5          5.0         3.6          1.4         0.2  setosa          Red
 6          5.4         3.9          1.7         0.4  setosa       Purple</code></pre>
 </div>
 </div>
@@ -402,9 +391,9 @@ <h2 class="anchored" data-anchor-id="data-wranglig">Data wranglig</h2>
 <h2 class="anchored" data-anchor-id="ggplot2-the-basic-concepts">ggplot2: The basic concepts</h2>
 <p>This is the starting point of a ggplot. The dataframe and the columns we wish to plot are defined. We have not specified what type of plot we want, hence an empty plot is produced.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    <span class="co"># dataframe </span></span>
-<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,    <span class="co"># x-value</span></span>
-<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Sepal.Width))    <span class="co"># y-value</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    <span class="co"># dataframe </span></span>
+<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,    <span class="co"># x-value</span></span>
+<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Sepal.Width))    <span class="co"># y-value</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -412,17 +401,17 @@ <h2 class="anchored" data-anchor-id="ggplot2-the-basic-concepts">ggplot2: The ba
 </figure>
 </div>
 </div>
-<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a>                                <span class="co"># missing type of plot </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>                                <span class="co"># missing type of plot </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 </section>
 <section id="scatter-plot-with-geom_point" class="level2">
 <h2 class="anchored" data-anchor-id="scatter-plot-with-geom_point">Scatter plot with <code>geom_point</code></h2>
 <p>A scatter plot is made with the <code>geom_point</code> function and is used to get an overview over the relationship between two numeric variables. Here we see the relationship between sepal length and width.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb10"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    <span class="co"># dataframe </span></span>
-<span id="cb10-2"><a href="#cb10-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,    <span class="co"># x-value</span></span>
-<span id="cb10-3"><a href="#cb10-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Petal.Length)) <span class="sc">+</span> <span class="co"># y-value</span></span>
-<span id="cb10-4"><a href="#cb10-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>()                  <span class="co"># type of plot</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    <span class="co"># dataframe </span></span>
+<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,    <span class="co"># x-value</span></span>
+<span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Petal.Length)) <span class="sc">+</span> <span class="co"># y-value</span></span>
+<span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>()                  <span class="co"># type of plot</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -433,10 +422,10 @@ <h2 class="anchored" data-anchor-id="scatter-plot-with-geom_point">Scatter plot
 </div>
 <p>Change color of entire plot by setting it <u>outside</u> <code>aes()</code>.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
-<span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,    </span>
-<span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Petal.Length)) <span class="sc">+</span> </span>
-<span id="cb11-4"><a href="#cb11-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>(<span class="at">color =</span> <span class="st">'hotpink'</span>) </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb10"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb10-2"><a href="#cb10-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,    </span>
+<span id="cb10-3"><a href="#cb10-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Petal.Length)) <span class="sc">+</span> </span>
+<span id="cb10-4"><a href="#cb10-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>(<span class="at">color =</span> <span class="st">'hotpink'</span>) </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -450,11 +439,11 @@ <h2 class="anchored" data-anchor-id="scatter-plot-with-geom_point">Scatter plot
 <h2 class="anchored" data-anchor-id="scatter-plot-with-geom_point-with-color-stratification">Scatter plot with <code>geom_point</code> with color stratification</h2>
 <p>To change colors based on a feature, you need to set it <u>inside</u> <code>aes()</code>. Here we see the relationship between sepal length and width colored by species.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb12"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
-<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,   </span>
-<span id="cb12-3"><a href="#cb12-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Petal.Length,     </span>
-<span id="cb12-4"><a href="#cb12-4" aria-hidden="true" tabindex="-1"></a>           <span class="at">color =</span> Species)) <span class="sc">+</span>  </span>
-<span id="cb12-5"><a href="#cb12-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
+<span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length,   </span>
+<span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> Petal.Length,     </span>
+<span id="cb11-4"><a href="#cb11-4" aria-hidden="true" tabindex="-1"></a>           <span class="at">color =</span> Species)) <span class="sc">+</span>  </span>
+<span id="cb11-5"><a href="#cb11-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_point</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -468,9 +457,9 @@ <h2 class="anchored" data-anchor-id="scatter-plot-with-geom_point-with-color-str
 <h2 class="anchored" data-anchor-id="boxplot-with-geom_histogram">Boxplot with <code>geom_histogram</code></h2>
 <p>Boxplots are great to get an overview of continues variables and spot outliers. Can be shown on either axis (x and y).</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb13"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
-<span id="cb13-2"><a href="#cb13-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length)) <span class="sc">+</span> </span>
-<span id="cb13-3"><a href="#cb13-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>() </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb12"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length)) <span class="sc">+</span> </span>
+<span id="cb12-3"><a href="#cb12-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>() </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -481,10 +470,10 @@ <h2 class="anchored" data-anchor-id="boxplot-with-geom_histogram">Boxplot with <
 </div>
 <p>Split up by categorical variable like Species:</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb14"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
-<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length,    </span>
-<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">x =</span> Species)) <span class="sc">+</span>      </span>
-<span id="cb14-4"><a href="#cb14-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>()              </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb13"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb13-2"><a href="#cb13-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length,    </span>
+<span id="cb13-3"><a href="#cb13-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">x =</span> Species)) <span class="sc">+</span>      </span>
+<span id="cb13-4"><a href="#cb13-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>()              </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -495,10 +484,10 @@ <h2 class="anchored" data-anchor-id="boxplot-with-geom_histogram">Boxplot with <
 </div>
 <p>… or color.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb15"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
-<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length,    </span>
-<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">fill =</span> Species)) <span class="sc">+</span>  </span>
-<span id="cb15-4"><a href="#cb15-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb14"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length,    </span>
+<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">fill =</span> Species)) <span class="sc">+</span>  </span>
+<span id="cb14-4"><a href="#cb14-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -512,13 +501,13 @@ <h2 class="anchored" data-anchor-id="boxplot-with-geom_histogram">Boxplot with <
 <h2 class="anchored" data-anchor-id="violin-plot-with-geom_violin">Violin plot with <code>geom_violin</code></h2>
 <p>A violin plot shows the distribution of a continuous variable across different categories, combining the features of a box plot and a density plot. Also, the labels can be edited.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
-<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length,    </span>
-<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">x =</span> Species)) <span class="sc">+</span>      </span>
-<span id="cb16-4"><a href="#cb16-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_violin</span>() <span class="sc">+</span> </span>
-<span id="cb16-5"><a href="#cb16-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">labs</span>(<span class="at">y =</span> <span class="st">'Sepal Length'</span>, </span>
-<span id="cb16-6"><a href="#cb16-6" aria-hidden="true" tabindex="-1"></a>       <span class="at">x =</span> <span class="st">'Flower Species'</span>, </span>
-<span id="cb16-7"><a href="#cb16-7" aria-hidden="true" tabindex="-1"></a>       <span class="at">title =</span> <span class="st">'Violin plot of sepal length stratisfied by flower species'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb15"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">y =</span> Sepal.Length,    </span>
+<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">x =</span> Species)) <span class="sc">+</span>      </span>
+<span id="cb15-4"><a href="#cb15-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_violin</span>() <span class="sc">+</span> </span>
+<span id="cb15-5"><a href="#cb15-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">labs</span>(<span class="at">y =</span> <span class="st">'Sepal Length'</span>, </span>
+<span id="cb15-6"><a href="#cb15-6" aria-hidden="true" tabindex="-1"></a>       <span class="at">x =</span> <span class="st">'Flower Species'</span>, </span>
+<span id="cb15-7"><a href="#cb15-7" aria-hidden="true" tabindex="-1"></a>       <span class="at">title =</span> <span class="st">'Violin plot of sepal length stratisfied by flower species'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -532,9 +521,9 @@ <h2 class="anchored" data-anchor-id="violin-plot-with-geom_violin">Violin plot w
 <h2 class="anchored" data-anchor-id="histogram-with-geom_histogram">Histogram with <code>geom_histogram</code></h2>
 <p>Histogram shows the distribution of a continuous variable. You will sometimes get a message that suggests to select another <code>binwidth</code>. Do what is says and you will often get nicer plot (something nothing changes).</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb17"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
-<span id="cb17-2"><a href="#cb17-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length)) <span class="sc">+</span>     </span>
-<span id="cb17-3"><a href="#cb17-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_histogram</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Sepal.Length)) <span class="sc">+</span>     </span>
+<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_histogram</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-stderr">
 <pre><code>`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.</code></pre>
 </div>
@@ -545,20 +534,20 @@ <h2 class="anchored" data-anchor-id="histogram-with-geom_histogram">Histogram wi
 </figure>
 </div>
 </div>
-<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a>  <span class="co"># geom_histogram(binwidth = 0.5)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>  <span class="co"># geom_histogram(binwidth = 0.5)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 </section>
 <section id="bar-chart-with-geom_bar" class="level2">
 <h2 class="anchored" data-anchor-id="bar-chart-with-geom_bar">Bar chart with <code>geom_bar</code></h2>
 <p>A bar chart is made with the <code>geom_bar</code> function and is used to get an overview over the distribution of a single categorical variable, e.g.&nbsp;Flower.Color in this instance. Here we see the number of flowers of each Flower.Color. Notice that the Flower.Colors are sorted alphabetically.</p>
 <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="co"># Save plot in p</span></span>
-<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(iris,                    </span>
-<span id="cb20-3"><a href="#cb20-3" aria-hidden="true" tabindex="-1"></a>            <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color)) <span class="sc">+</span> </span>
-<span id="cb20-4"><a href="#cb20-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()                         </span>
-<span id="cb20-5"><a href="#cb20-5" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb20-6"><a href="#cb20-6" aria-hidden="true" tabindex="-1"></a><span class="co"># Show p</span></span>
-<span id="cb20-7"><a href="#cb20-7" aria-hidden="true" tabindex="-1"></a>p</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Save plot in p</span></span>
+<span id="cb19-2"><a href="#cb19-2" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb19-3"><a href="#cb19-3" aria-hidden="true" tabindex="-1"></a>            <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color)) <span class="sc">+</span> </span>
+<span id="cb19-4"><a href="#cb19-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()                         </span>
+<span id="cb19-5"><a href="#cb19-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb19-6"><a href="#cb19-6" aria-hidden="true" tabindex="-1"></a><span class="co"># Show p</span></span>
+<span id="cb19-7"><a href="#cb19-7" aria-hidden="true" tabindex="-1"></a>p</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -566,8 +555,8 @@ <h2 class="anchored" data-anchor-id="bar-chart-with-geom_bar">Bar chart with <co
 </figure>
 </div>
 </div>
-<div class="sourceCode cell-code" id="cb21"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Show p with new labels </span></span>
-<span id="cb21-2"><a href="#cb21-2" aria-hidden="true" tabindex="-1"></a>p <span class="sc">+</span> <span class="fu">labs</span>(<span class="at">x =</span> <span class="st">'Flower Color'</span>, <span class="at">y =</span> <span class="st">'Count'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<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="co"># Show p with new labels </span></span>
+<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a>p <span class="sc">+</span> <span class="fu">labs</span>(<span class="at">x =</span> <span class="st">'Flower Color'</span>, <span class="at">y =</span> <span class="st">'Count'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -575,34 +564,15 @@ <h2 class="anchored" data-anchor-id="bar-chart-with-geom_bar">Bar chart with <co
 </figure>
 </div>
 </div>
-<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Show p (nothing has changed)</span></span>
-<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a>p</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<div class="cell-output-display">
-<div>
-<figure class="figure">
-<p><img src="presentation3_files/figure-html/unnamed-chunk-14-3.png" class="img-fluid figure-img" width="672"></p>
-</figure>
-</div>
-</div>
-<div class="sourceCode cell-code" id="cb23"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Save p with new lables in p (overwrite / reassign)</span></span>
-<span id="cb23-2"><a href="#cb23-2" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> p <span class="sc">+</span> <span class="fu">labs</span>(<span class="at">x =</span> <span class="st">'Flower Color'</span>, <span class="at">y =</span> <span class="st">'Count'</span>)</span>
-<span id="cb23-3"><a href="#cb23-3" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb23-4"><a href="#cb23-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Show p (lables have changed)</span></span>
-<span id="cb23-5"><a href="#cb23-5" aria-hidden="true" tabindex="-1"></a>p </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<div class="cell-output-display">
-<div>
-<figure class="figure">
-<p><img src="presentation3_files/figure-html/unnamed-chunk-14-4.png" class="img-fluid figure-img" width="672"></p>
-</figure>
-</div>
-</div>
+<div class="sourceCode cell-code" id="cb21"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Save p with new lables in p (overwrite / reassign)</span></span>
+<span id="cb21-2"><a href="#cb21-2" aria-hidden="true" tabindex="-1"></a>p2 <span class="ot">&lt;-</span> p <span class="sc">+</span> <span class="fu">labs</span>(<span class="at">x =</span> <span class="st">'Flower Color'</span>, <span class="at">y =</span> <span class="st">'Count'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p>Color by species. The bars are stacked by default.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb24"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
-<span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,   </span>
-<span id="cb24-3"><a href="#cb24-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">fill =</span> Species)) <span class="sc">+</span>   </span>
-<span id="cb24-4"><a href="#cb24-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()                   </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                    </span>
+<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,   </span>
+<span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">fill =</span> Species)) <span class="sc">+</span>   </span>
+<span id="cb22-4"><a href="#cb22-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()                   </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -613,10 +583,10 @@ <h2 class="anchored" data-anchor-id="bar-chart-with-geom_bar">Bar chart with <co
 </div>
 <p>Add <code>position = "dodge"</code> for bars to be placed next to each other.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb25"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
-<span id="cb25-2"><a href="#cb25-2" aria-hidden="true" tabindex="-1"></a>      <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,    </span>
-<span id="cb25-3"><a href="#cb25-3" aria-hidden="true" tabindex="-1"></a>          <span class="at">fill =</span> Species)) <span class="sc">+</span>   </span>
-<span id="cb25-4"><a href="#cb25-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>(<span class="at">position =</span> <span class="st">"dodge"</span>) </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb23"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
+<span id="cb23-2"><a href="#cb23-2" aria-hidden="true" tabindex="-1"></a>      <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,    </span>
+<span id="cb23-3"><a href="#cb23-3" aria-hidden="true" tabindex="-1"></a>          <span class="at">fill =</span> Species)) <span class="sc">+</span>   </span>
+<span id="cb23-4"><a href="#cb23-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>(<span class="at">position =</span> <span class="st">"dodge"</span>) </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -627,11 +597,11 @@ <h2 class="anchored" data-anchor-id="bar-chart-with-geom_bar">Bar chart with <co
 </div>
 <p>Add <code>position = "fill"</code> for bars to be normalized such that heights of the bars to represent percentages rather than counts.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb26"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb26-1"><a href="#cb26-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
-<span id="cb26-2"><a href="#cb26-2" aria-hidden="true" tabindex="-1"></a>      <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,   </span>
-<span id="cb26-3"><a href="#cb26-3" aria-hidden="true" tabindex="-1"></a>          <span class="at">fill =</span> Species)) <span class="sc">+</span>   </span>
-<span id="cb26-4"><a href="#cb26-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>(<span class="at">position =</span> <span class="st">"fill"</span>) <span class="sc">+</span> </span>
-<span id="cb26-5"><a href="#cb26-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">theme_bw</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb24"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
+<span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a>      <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,   </span>
+<span id="cb24-3"><a href="#cb24-3" aria-hidden="true" tabindex="-1"></a>          <span class="at">fill =</span> Species)) <span class="sc">+</span>   </span>
+<span id="cb24-4"><a href="#cb24-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>(<span class="at">position =</span> <span class="st">"fill"</span>) <span class="sc">+</span> </span>
+<span id="cb24-5"><a href="#cb24-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">theme_bw</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -639,16 +609,16 @@ <h2 class="anchored" data-anchor-id="bar-chart-with-geom_bar">Bar chart with <co
 </figure>
 </div>
 </div>
-<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a>  <span class="co"># theme_classic()  </span></span>
-<span id="cb27-2"><a href="#cb27-2" aria-hidden="true" tabindex="-1"></a>  <span class="co"># theme_minimal()</span></span>
-<span id="cb27-3"><a href="#cb27-3" aria-hidden="true" tabindex="-1"></a>  <span class="co"># theme_dark()</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb25"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a>  <span class="co"># theme_classic()  </span></span>
+<span id="cb25-2"><a href="#cb25-2" aria-hidden="true" tabindex="-1"></a>  <span class="co"># theme_minimal()</span></span>
+<span id="cb25-3"><a href="#cb25-3" aria-hidden="true" tabindex="-1"></a>  <span class="co"># theme_dark()</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p>Using <code>facet_wrap</code> if you want a plot to be split up according to a categorical variable.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb28"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb28-1"><a href="#cb28-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
-<span id="cb28-2"><a href="#cb28-2" aria-hidden="true" tabindex="-1"></a>      <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color)) <span class="sc">+</span></span>
-<span id="cb28-3"><a href="#cb28-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()  <span class="sc">+</span> </span>
-<span id="cb28-4"><a href="#cb28-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">facet_wrap</span>(<span class="fu">vars</span>(Species))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb26"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb26-1"><a href="#cb26-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(iris,                   </span>
+<span id="cb26-2"><a href="#cb26-2" aria-hidden="true" tabindex="-1"></a>      <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color)) <span class="sc">+</span></span>
+<span id="cb26-3"><a href="#cb26-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()  <span class="sc">+</span> </span>
+<span id="cb26-4"><a href="#cb26-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">facet_wrap</span>(<span class="fu">vars</span>(Species))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -663,53 +633,53 @@ <h2 class="anchored" data-anchor-id="extra-section">Extra section</h2>
 <p><strong>(Should we exclude this? Is it too advanced? Is it used in the exercises?)</strong> We can order the columns such that the count goes from lowest to highest. This is actually not that easy in R.</p>
 <p>First, we see that the class of the Flower.Color is character. Characters are always sorted alphabetically like we saw above.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb29"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(iris<span class="sc">$</span>Flower.Color)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(iris<span class="sc">$</span>Flower.Color)</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] "character"</code></pre>
 </div>
 </div>
 <p>Extract the number of flowers for each Flower.Color.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb31"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a>dl_Flower.Color <span class="ot">&lt;-</span> iris <span class="sc">%&gt;%</span></span>
-<span id="cb31-2"><a href="#cb31-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(Flower.Color) <span class="sc">%&gt;%</span></span>
-<span id="cb31-3"><a href="#cb31-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarise</span>(<span class="at">n =</span> <span class="fu">n</span>()) <span class="sc">%&gt;%</span> </span>
-<span id="cb31-4"><a href="#cb31-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">arrange</span>(<span class="fu">desc</span>(n))</span>
-<span id="cb31-5"><a href="#cb31-5" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb31-6"><a href="#cb31-6" aria-hidden="true" tabindex="-1"></a>dl_Flower.Color</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb29"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>dl_Flower.Color <span class="ot">&lt;-</span> iris <span class="sc">%&gt;%</span></span>
+<span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(Flower.Color) <span class="sc">%&gt;%</span></span>
+<span id="cb29-3"><a href="#cb29-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarise</span>(<span class="at">n =</span> <span class="fu">n</span>()) <span class="sc">%&gt;%</span> </span>
+<span id="cb29-4"><a href="#cb29-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">arrange</span>(<span class="fu">desc</span>(n))</span>
+<span id="cb29-5"><a href="#cb29-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb29-6"><a href="#cb29-6" aria-hidden="true" tabindex="-1"></a>dl_Flower.Color</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: 5 × 2
   Flower.Color     n
   &lt;chr&gt;        &lt;int&gt;
-1 Red             50
-2 Blue            30
-3 Yellow          30
-4 Green           20
-5 Purple          20</code></pre>
+1 Red             44
+2 Yellow          33
+3 Purple          30
+4 Green           22
+5 Blue            21</code></pre>
 </div>
-<div class="sourceCode cell-code" id="cb33"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb33-1"><a href="#cb33-1" aria-hidden="true" tabindex="-1"></a>dl_Flower.Color<span class="sc">$</span>Flower.Color</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb31"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a>dl_Flower.Color<span class="sc">$</span>Flower.Color</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-stdout">
-<pre><code>[1] "Red"    "Blue"   "Yellow" "Green"  "Purple"</code></pre>
+<pre><code>[1] "Red"    "Yellow" "Purple" "Green"  "Blue"  </code></pre>
 </div>
 </div>
 <p>Change the class of the Flower.Color feature to factor and add levels according to the number of flowers with each color.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb35"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb35-1"><a href="#cb35-1" aria-hidden="true" tabindex="-1"></a>iris<span class="sc">$</span>Flower.Color <span class="ot">&lt;-</span> <span class="fu">factor</span>(iris<span class="sc">$</span>Flower.Color,</span>
-<span id="cb35-2"><a href="#cb35-2" aria-hidden="true" tabindex="-1"></a>                            <span class="at">levels =</span> dl_Flower.Color<span class="sc">$</span>Flower.Color)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb33"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb33-1"><a href="#cb33-1" aria-hidden="true" tabindex="-1"></a>iris<span class="sc">$</span>Flower.Color <span class="ot">&lt;-</span> <span class="fu">factor</span>(iris<span class="sc">$</span>Flower.Color,</span>
+<span id="cb33-2"><a href="#cb33-2" aria-hidden="true" tabindex="-1"></a>                            <span class="at">levels =</span> dl_Flower.Color<span class="sc">$</span>Flower.Color)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p>Check class now</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb36"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb36-1"><a href="#cb36-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(iris<span class="sc">$</span>Flower.Color)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb34"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb34-1"><a href="#cb34-1" aria-hidden="true" tabindex="-1"></a><span class="fu">class</span>(iris<span class="sc">$</span>Flower.Color)</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] "factor"</code></pre>
 </div>
 </div>
 <p>Now we do the same plot as before and we see that the order has changed to range from largest to smallest Flower.Colors group. The plot is saved in the variable p.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb38"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb38-1"><a href="#cb38-1" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(iris,                <span class="co"># dataframe </span></span>
-<span id="cb38-2"><a href="#cb38-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color)) <span class="sc">+</span>  <span class="co"># x-value</span></span>
-<span id="cb38-3"><a href="#cb38-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()                     <span class="co"># type of plot </span></span>
-<span id="cb38-4"><a href="#cb38-4" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb38-5"><a href="#cb38-5" aria-hidden="true" tabindex="-1"></a>p</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb36"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb36-1"><a href="#cb36-1" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(iris,                <span class="co"># dataframe </span></span>
+<span id="cb36-2"><a href="#cb36-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color)) <span class="sc">+</span>  <span class="co"># x-value</span></span>
+<span id="cb36-3"><a href="#cb36-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_bar</span>()                     <span class="co"># type of plot </span></span>
+<span id="cb36-4"><a href="#cb36-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb36-5"><a href="#cb36-5" aria-hidden="true" tabindex="-1"></a>p</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
 <figure class="figure">
@@ -720,48 +690,58 @@ <h2 class="anchored" data-anchor-id="extra-section">Extra section</h2>
 </div>
 <p>We can also flip the chart. We update the plot, p, be reassignment.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb39"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb39-1"><a href="#cb39-1" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> p <span class="sc">+</span> <span class="fu">coord_flip</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb37"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> p <span class="sc">+</span> <span class="fu">coord_flip</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p>Since we are working with colors, we can change the colors of the bars to match the groups.</p>
+<p>R color chart <a href="http://www.stat.columbia.edu/~tzheng/files/Rcolor.pdf">here</a></p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb40"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb40-1"><a href="#cb40-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Define color palette</span></span>
-<span id="cb40-2"><a href="#cb40-2" aria-hidden="true" tabindex="-1"></a>color_palette <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"Red"</span> <span class="ot">=</span> <span class="st">"red"</span>, </span>
-<span id="cb40-3"><a href="#cb40-3" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Blue"</span> <span class="ot">=</span> <span class="st">"blue"</span>, </span>
-<span id="cb40-4"><a href="#cb40-4" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Yellow"</span> <span class="ot">=</span> <span class="st">"yellow"</span>, </span>
-<span id="cb40-5"><a href="#cb40-5" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Green"</span> <span class="ot">=</span> <span class="st">"green"</span>, </span>
-<span id="cb40-6"><a href="#cb40-6" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Purple"</span> <span class="ot">=</span> <span class="st">"purple"</span>)</span>
-<span id="cb40-7"><a href="#cb40-7" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb40-8"><a href="#cb40-8" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> p <span class="sc">+</span> </span>
-<span id="cb40-9"><a href="#cb40-9" aria-hidden="true" tabindex="-1"></a>  <span class="fu">aes</span>(<span class="at">fill =</span> Flower.Color) <span class="sc">+</span>                <span class="co"># add the fill ascetics </span></span>
-<span id="cb40-10"><a href="#cb40-10" aria-hidden="true" tabindex="-1"></a>  <span class="fu">scale_fill_manual</span>(<span class="at">values =</span> color_palette) <span class="co"># set the fill color according to the color palette</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb38"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb38-1"><a href="#cb38-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Define color palette</span></span>
+<span id="cb38-2"><a href="#cb38-2" aria-hidden="true" tabindex="-1"></a>color_palette <span class="ot">&lt;-</span> <span class="fu">c</span>(<span class="st">"Red"</span> <span class="ot">=</span> <span class="st">"red3"</span>, </span>
+<span id="cb38-3"><a href="#cb38-3" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Blue"</span> <span class="ot">=</span> <span class="st">"cornflowerblue"</span>, </span>
+<span id="cb38-4"><a href="#cb38-4" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Yellow"</span> <span class="ot">=</span> <span class="st">"lightgoldenrod1"</span>, </span>
+<span id="cb38-5"><a href="#cb38-5" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Green"</span> <span class="ot">=</span> <span class="st">"darkolivegreen2"</span>, </span>
+<span id="cb38-6"><a href="#cb38-6" aria-hidden="true" tabindex="-1"></a>                   <span class="st">"Purple"</span> <span class="ot">=</span> <span class="st">"darkorchid3"</span>)</span>
+<span id="cb38-7"><a href="#cb38-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb38-8"><a href="#cb38-8" aria-hidden="true" tabindex="-1"></a>p <span class="ot">&lt;-</span> p <span class="sc">+</span> </span>
+<span id="cb38-9"><a href="#cb38-9" aria-hidden="true" tabindex="-1"></a>  <span class="fu">aes</span>(<span class="at">fill =</span> Flower.Color) <span class="sc">+</span>                <span class="co"># add the fill ascetics </span></span>
+<span id="cb38-10"><a href="#cb38-10" aria-hidden="true" tabindex="-1"></a>  <span class="fu">scale_fill_manual</span>(<span class="at">values =</span> color_palette) <span class="co"># set the fill color according to the color palette</span></span>
+<span id="cb38-11"><a href="#cb38-11" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb38-12"><a href="#cb38-12" aria-hidden="true" tabindex="-1"></a><span class="fu">print</span>(p)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="presentation3_files/figure-html/unnamed-chunk-25-1.png" class="img-fluid figure-img" width="672"></p>
+</figure>
+</div>
+</div>
 </div>
 </section>
 <section id="bar-chart-with-geom_col" class="level2">
 <h2 class="anchored" data-anchor-id="bar-chart-with-geom_col">Bar chart with <code>geom_col</code></h2>
 <p>Summary of data:</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb41"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb41-1"><a href="#cb41-1" aria-hidden="true" tabindex="-1"></a>mean_sepal_length_pr_color <span class="ot">&lt;-</span> iris <span class="sc">%&gt;%</span></span>
-<span id="cb41-2"><a href="#cb41-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(Flower.Color) <span class="sc">%&gt;%</span></span>
-<span id="cb41-3"><a href="#cb41-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarize</span>(<span class="at">mean_Sepal.Length =</span> <span class="fu">mean</span>(Sepal.Length))</span>
-<span id="cb41-4"><a href="#cb41-4" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb41-5"><a href="#cb41-5" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(mean_sepal_length_pr_color)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb39"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb39-1"><a href="#cb39-1" aria-hidden="true" tabindex="-1"></a>mean_sepal_length_pr_color <span class="ot">&lt;-</span> iris <span class="sc">%&gt;%</span></span>
+<span id="cb39-2"><a href="#cb39-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">group_by</span>(Flower.Color) <span class="sc">%&gt;%</span></span>
+<span id="cb39-3"><a href="#cb39-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">summarize</span>(<span class="at">mean_Sepal.Length =</span> <span class="fu">mean</span>(Sepal.Length))</span>
+<span id="cb39-4"><a href="#cb39-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb39-5"><a href="#cb39-5" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(mean_sepal_length_pr_color)</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: 5 × 2
   Flower.Color mean_Sepal.Length
   &lt;fct&gt;                    &lt;dbl&gt;
-1 Red                       5.91
-2 Blue                      6.02
-3 Yellow                    5.75
-4 Green                     5.92
-5 Purple                    5.48</code></pre>
+1 Red                       5.88
+2 Yellow                    5.89
+3 Purple                    5.91
+4 Green                     5.65
+5 Blue                      5.79</code></pre>
 </div>
 </div>
 <p>A bar chart with <code>geom_bar</code> is used to get an overview over the distribution of a categorical variable relative to a continues variable. Here we see the average Sepal.Length of the flowers for each Flower.Color.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb43"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb43-1"><a href="#cb43-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(mean_sepal_length_pr_color,   <span class="co"># dataframe </span></span>
-<span id="cb43-2"><a href="#cb43-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,         <span class="co"># x-value</span></span>
-<span id="cb43-3"><a href="#cb43-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> mean_Sepal.Length)) <span class="sc">+</span> <span class="co"># y-value</span></span>
-<span id="cb43-4"><a href="#cb43-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_col</span>()                         <span class="co"># type of plot </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb41"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb41-1"><a href="#cb41-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>(mean_sepal_length_pr_color,   <span class="co"># dataframe </span></span>
+<span id="cb41-2"><a href="#cb41-2" aria-hidden="true" tabindex="-1"></a>       <span class="fu">aes</span>(<span class="at">x =</span> Flower.Color,         <span class="co"># x-value</span></span>
+<span id="cb41-3"><a href="#cb41-3" aria-hidden="true" tabindex="-1"></a>           <span class="at">y =</span> mean_Sepal.Length)) <span class="sc">+</span> <span class="co"># y-value</span></span>
+<span id="cb41-4"><a href="#cb41-4" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_col</span>()                         <span class="co"># type of plot </span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
 <div>
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diff --git a/docs/search.json b/docs/search.json
index f985727..a6e7dae 100644
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     "href": "Presentations/presentation2.html#check-working-directory",
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     "section": "Check working directory",
-    "text": "Check working directory\nCheck working directory so you know from where you work.\n\ngetwd()\n\n[1] \"/Users/srz223/Desktop/DataLab/FromExceltoR/Teachers/Presentations\"",
+    "text": "Check working directory\nCheck working directory so you know from where you work.\n\ngetwd()\n\n[1] \"/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations\"",
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-    "text": "Quarto is an open-source publishing suite - a tool-suite that supports workflows for reproducible scholarly writing and publishing. Quarto works with markup language.\nA markup language is a text-coding system which specifies the structure and formatting of a document and the relationships among its parts. Markup languages control how a document is displayed.\nMarkdown is a lightweight markup language for creating formatted text using a plain-text editor another example of a markup language is LaTex.\nLets see how a markup language works:\n\n\n\n\n\nHeaders are marked with hashtags. More hashtags equals smaller title.\nThis is normal text. Yes it is larger than the smallest header. A Quarto document works like a word document where we can write with bold or italic and insert thing like a table:\n\n\n\nMy friends\nTheir favorite drink\nTheir favorite food\n\n\n\n\nMicheal\nBeer\nBurger\n\n\nJane\nWine\nLasagne\n\n\nRobert\nWater\nSalad\n\n\n\n… a picture:\n\n\n\n\n\n\n\nThis is a cute cat\n\n\nWe can also make a list of things we like:\n\nCoffee\nCake\nWater\nFruit\n\n\n\n\n\nThere are two modes of Quarto: Source and Visual. In the left part of the panel you can change between the two modes.\nSome features can only be added when you are in Source mode. E.g write blue text is coded like this in the source code [write blue text]{style=\"color:blue\"}.\n\n\n\n\nCode chunks are where the code is added to the document. Click the green button +c and a grey code chunk will appear with '{r}' in the beginning. This mean that it is an R code chunk. It is also possible to insert code chunks of other coding language.\nFor executing the code, press the Run button in the top right of the chunk to evaluate the code.\nIf you have ever worked with an R script, a code chunk is just like a part of an R script.\nBelow is a code chunk with a comment. A comment is a line that starts with a hashtag. Comments can be useful in longer code chunks and will often describe the code.\n\n# This is a comment. Here I can write whatever I want because it is in hashtags. \n\nBelow I try to write text in a code chuck. If I try to execute I will get an error because R is trying to interpret it as code and does not understand.\n\n# Text without hashtag gets errors when executed\n\nNB! Write executable code in the code chunks and execute it.\n\n1+3\n\n[1] 4\n\n\nYou can add comments above or to the right of the code. This will not influence the executing of the code.\n\n# Place a comment here \n1+3 # or place a comment here\n\n[1] 4\n\n\n\n\n\nControl whether code is executed. eval=FALSE not execute the code and eval=TRUE will execute the code.\nThe code is shown, but the result is not shown ({r, echo=TRUE, eval=FALSE}):\n\n1+3\n\nShow or hide code. echo=FALSE will hide the code and echo=TRUE will show the code. Default is TRUE.\nThe code is not shown, but the result is shown ({r, echo=FALSE, eval=TRUE}):\n\n\n[1] 4\n\n\nControl messages, warnings and errors. Maybe you have a code chunk that you know will produce one of the three and you often don’t want to see it in the compiled document. N.B! It is not a good idea to hide these statements (especially the errors) before you know what they are.\nWarning is not printed ({r, message=FALSE, warning=FALSE, error=TRUE}):\n\nlog(-1)\n\n[1] NaN\n\n\nWarning is printed ({r message=TRUE, warning=TRUE, error=TRUE}):\n\nlog(-1)\n\nWarning in log(-1): NaNs produced\n\n\n[1] NaN\n\n\n\n\n\nIf you want to look effortless while coding and impress you colleagues, have a look at the shortcuts. There are shortcuts for almost anything and you can find them (Tools –&gt; Keyboard Shortcuts Help) or change them to your own liking (Tools –&gt; Modify Keyboard Shortcuts…).\n\n\nIn the panel there is a blue arrow and the word Render. Open the rendered html file in your browser and admire your work.\nLet’s get to coding!",
+    "text": "Quarto is an open-source publishing suite - a tool-suite that supports workflows for reproducible scholarly writing and publishing.\nQuarto documents begin with a YAML header which specifies things about the document, what type of documents to render (compile) to e.g. HTML, PDF, WORD, whether the document is published to a website project, document layout, and more.",
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-    "text": "Code chunks are where the code is added to the document. Click the green button +c and a grey code chunk will appear with '{r}' in the beginning. This mean that it is an R code chunk. It is also possible to insert code chunks of other coding language.\nFor executing the code, press the Run button in the top right of the chunk to evaluate the code.\nIf you have ever worked with an R script, a code chunk is just like a part of an R script.\nBelow is a code chunk with a comment. A comment is a line that starts with a hashtag. Comments can be useful in longer code chunks and will often describe the code.\n\n# This is a comment. Here I can write whatever I want because it is in hashtags. \n\nBelow I try to write text in a code chuck. If I try to execute I will get an error because R is trying to interpret it as code and does not understand.\n\n# Text without hashtag gets errors when executed\n\nNB! Write executable code in the code chunks and execute it.\n\n1+3\n\n[1] 4\n\n\nYou can add comments above or to the right of the code. This will not influence the executing of the code.\n\n# Place a comment here \n1+3 # or place a comment here\n\n[1] 4",
+    "section": "Code chunks and structure",
+    "text": "Code chunks and structure\nCode chunks are where the code is added to the document. Click the green button +c and a grey code chunk will appear with '{r}' in the beginning. This mean that it is an R code chunk. It is also possible to insert code chunks of other coding language.\nFor executing the code, press the Run button in the top right of the chunk to evaluate the code.\nBelow is a code chunk with a comment. A comment is a line that starts with a hashtag. Comments can be useful in longer code chunks and will often describe the code.\n\n# This is a comment. Here I can write whatever I want because it is in hashtags. \n\nBelow I try to write text in a code chuck. If I try to execute I will get an error because R is trying to interpret it as code and does not understand.\n\n# Text without hashtag gets errors when executed\n\nNB! Write executable code in the code chunks and execute it.\n\n1+3\n\n[1] 4\n\n\nYou can add comments above or to the right of the code. This will not influence the executing of the code.\n\n# Place a comment here \n1+3 # or place a comment here\n\n[1] 4",
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-    "text": "If you want to look effortless while coding and impress you colleagues, have a look at the shortcuts. There are shortcuts for almost anything and you can find them (Tools –&gt; Keyboard Shortcuts Help) or change them to your own liking (Tools –&gt; Modify Keyboard Shortcuts…).\n\n\nIn the panel there is a blue arrow and the word Render. Open the rendered html file in your browser and admire your work.\nLet’s get to coding!",
+    "section": "Shortcuts",
+    "text": "Shortcuts\nIf you want to look effortless while coding and impress you colleagues, have a look at the shortcuts. There are shortcuts for almost anything and you can find them (Tools –&gt; Keyboard Shortcuts Help) or change them to your own liking (Tools –&gt; Modify Keyboard Shortcuts…).\n\nRender: Making the report\nIn the panel there is a blue arrow and the word Render. Open the rendered html file in your browser and admire your work.\nLet’s get to coding!",
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     "href": "Presentations/presentation1.html#working-directory",
     "title": "Presentation 1: R, Rstudio and Quarto",
     "section": "Working directory",
-    "text": "Working directory\nThe term ‘path’ refers to the trajectory you need to follow from the place you are “located” on your computer to the place you want to work from. When working with Quarto your working directory is always the same locations as your Quarto document. The working becomes important when we start loading data in from other places (presentation 2).\nWhere am I now?\n\ngetwd()\n\n[1] \"/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations\"\n\n\nSet working directory\nThe working directory can changed but when working with Quarto this only influences individual code chunks (which is mentioned in a warning when executing the code below). However it is really useful when working with raw R scripts which are taught in the upcoming R for data science (R part 2) course.\n\nsetwd('../Exercises/')\n\nIn another chuck, the working directory is the same as before.\n\ngetwd()\n\n[1] \"/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations\"",
+    "text": "Working directory\nThe term path refers to the trajectory you need to follow from the place you are ‘located’ on your computer to the place you want to work from. When working with Quarto your working directory (wd) is always the same locations as your Quarto document (is not true for .R scripts!). The wd becomes important when we start loading data in from other places (presentation 2).\nWhere am I now? getwd()\n\ngetwd()\n\n[1] \"/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Teachers/Presentations\"\n\n\nSet working directory, setwd()\nThe working directory can changed BUT when working with Quarto this only influences individual code chunks. In opposition, a changing of wd within an .R script affects the document globally - we will not cover .R scripts in this course.\nThere are two type of paths, absolute paths (from root to desired location) and relative paths (from current location to desired location):\nAbsolute path:\n\nsetwd(\"/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR\")\n\nRelative path:\n\nsetwd('./Exercises/')\n\nNavigate up in the directory tree (..)\n\nsetwd('../Teachers')\n\nPointing to a dataset\n\nload('/Users/kgx936/Desktop/HeaDS/GitHub_repos/FromExceltoR/Data/MyData.Rdata')",
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@@ -670,7 +670,7 @@
     "href": "Presentations/presentation1.html#variable-assignment",
     "title": "Presentation 1: R, Rstudio and Quarto",
     "section": "Variable assignment",
-    "text": "Variable assignment\nIn R we use an arrow for variable assignment. You may call your almost variables whatever you like. DO NOT: use special characters in variable names, i.e. &, ), $ etc. or make spaces in naming.\nThe first variable we create is a\n\na &lt;- 1\n\nNow we print ‘a’ and see what value it has\n\nprint(a)\n\n[1] 1\n\n\nWe check the class of a\n\nclass(a)\n\n[1] \"numeric\"\n\n\nLet’s create and other variable, b\n\nb &lt;- 3\n\nWe add a and b without reassignment and get the result printed\n\na + b \n\n[1] 4\n\n\nIf we want to save the result we have to reassign it to a new variable\n\nc &lt;- a + b\n\nCall c to view it:\n\nc\n\n[1] 4\n\n\nA vector of numbers named num1\n\nnum1 &lt;- c(5,1,11,6,4)\nnum1\n\n[1]  5  1 11  6  4\n\n\nFind the mean of the vector\n\n(5+1+11+6+4)/5\n\n[1] 5.4",
+    "text": "Variable assignment\nIn R we use an arrow for variable assignment. You may call your almost variables whatever you like. DO NOT: use special characters in variable names, i.e. &, ), $ etc. or make spaces in naming.\nThe first two variables we create is ‘a’ and ‘b’\n\na &lt;- 1\nb &lt;- 3\n\nNow we print ‘a’ and see what value it has:\n\nprint(a)\n\n[1] 1\n\n\nWe check the class of a:\n\nclass(a)\n\n[1] \"numeric\"\n\n\nWe add a and b without reassignment and get the result printed:\n\na + b \n\n[1] 4\n\n\nIf we want to save the result we have to reassign it to a new variable:\n\nc &lt;- a + b\nprint(c)\n\n[1] 4\n\n\nA vector of numbers named num1\n\nnum1 &lt;- c(5,1,11,6,4)\nnum1\n\n[1]  5  1 11  6  4\n\n\nFind the mean of the vector\n\n(5+1+11+6+4)/5\n\n[1] 5.4",
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@@ -791,7 +791,7 @@
     "href": "Presentations/presentation3.html",
     "title": "Presentation 3: ggplot2",
     "section": "",
-    "text": "library(readxl)\nlibrary(writexl)\nlibrary(tidyverse)\n\n── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──\n✔ dplyr     1.1.4     ✔ readr     2.1.5\n✔ forcats   1.0.0     ✔ stringr   1.5.1\n✔ ggplot2   3.5.1     ✔ tibble    3.2.1\n✔ lubridate 1.9.3     ✔ tidyr     1.3.1\n✔ purrr     1.0.2     \n── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──\n✖ dplyr::filter() masks stats::filter()\n✖ dplyr::lag()    masks stats::lag()\nℹ Use the conflicted package (&lt;http://conflicted.r-lib.org/&gt;) to force all conflicts to become errors",
+    "text": "library(readxl)\nlibrary(writexl)\nlibrary(tidyverse)",
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@@ -803,7 +803,7 @@
     "href": "Presentations/presentation3.html#importing-libraries-and-data",
     "title": "Presentation 3: ggplot2",
     "section": "",
-    "text": "library(readxl)\nlibrary(writexl)\nlibrary(tidyverse)\n\n── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──\n✔ dplyr     1.1.4     ✔ readr     2.1.5\n✔ forcats   1.0.0     ✔ stringr   1.5.1\n✔ ggplot2   3.5.1     ✔ tibble    3.2.1\n✔ lubridate 1.9.3     ✔ tidyr     1.3.1\n✔ purrr     1.0.2     \n── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──\n✖ dplyr::filter() masks stats::filter()\n✖ dplyr::lag()    masks stats::lag()\nℹ Use the conflicted package (&lt;http://conflicted.r-lib.org/&gt;) to force all conflicts to become errors",
+    "text": "library(readxl)\nlibrary(writexl)\nlibrary(tidyverse)",
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@@ -827,7 +827,7 @@
     "href": "Presentations/presentation3.html#data-wranglig",
     "title": "Presentation 3: ggplot2",
     "section": "Data wranglig",
-    "text": "Data wranglig\nMaking the data more fun to plot.\n\n# Define 5 colors and their respective ratios\nset.seed(123)  # For reproducibility\ncolors &lt;- c(rep(\"Red\", 50),       # 50 rows with Red\n            rep(\"Blue\", 30),      # 30 rows with Blue\n            rep(\"Yellow\", 30),    # 30 rows with Yellow\n            rep(\"Green\", 20),     # 20 rows with Green\n            rep(\"Purple\", 20))    # 20 rows with Purple\n\n# Shuffle the colors to mix them randomly\ncolors &lt;- sample(colors)\n\n# Add the 'Flower.Color' column to the iris dataset\niris$Flower.Color &lt;- colors\n\n# View the first few rows to check the result\nhead(iris)\n\n  Sepal.Length Sepal.Width Petal.Length Petal.Width Species Flower.Color\n1          5.1         3.5          1.4         0.2  setosa          Red\n2          4.9         3.0          1.4         0.2  setosa          Red\n3          4.7         3.2          1.3         0.2  setosa        Green\n4          4.6         3.1          1.5         0.2  setosa          Red\n5          5.0         3.6          1.4         0.2  setosa       Purple\n6          5.4         3.9          1.7         0.4  setosa       Purple",
+    "text": "Data wranglig\nMaking the data more fun to plot.\n\n# Define 5 colors and their respective ratios\ncolors &lt;- c(rep(\"Red\", 40), \n            rep(\"Blue\", 20), \n            rep(\"Yellow\",30), \n            rep(\"Green\", 20),\n            rep(\"Purple\",40))\n\nset.seed(123)  # For reproducibility\n\n# Shuffle the colors to mix them randomly\ncolors &lt;- sample(colors, replace = TRUE)\n\n# Add the 'Flower.Color' column to the iris dataset\niris$Flower.Color &lt;- colors\n\n# View the first few rows to check the result\nhead(iris)\n\n  Sepal.Length Sepal.Width Petal.Length Petal.Width Species Flower.Color\n1          5.1         3.5          1.4         0.2  setosa          Red\n2          4.9         3.0          1.4         0.2  setosa         Blue\n3          4.7         3.2          1.3         0.2  setosa       Purple\n4          4.6         3.1          1.5         0.2  setosa         Blue\n5          5.0         3.6          1.4         0.2  setosa          Red\n6          5.4         3.9          1.7         0.4  setosa       Purple",
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@@ -911,7 +911,7 @@
     "href": "Presentations/presentation3.html#bar-chart-with-geom_bar",
     "title": "Presentation 3: ggplot2",
     "section": "Bar chart with geom_bar",
-    "text": "Bar chart with geom_bar\nA bar chart is made with the geom_bar function and is used to get an overview over the distribution of a single categorical variable, e.g. Flower.Color in this instance. Here we see the number of flowers of each Flower.Color. Notice that the Flower.Colors are sorted alphabetically.\n\n# Save plot in p\np &lt;- ggplot(iris,                    \n            aes(x = Flower.Color)) + \n  geom_bar()                         \n\n# Show p\np\n\n\n\n\n\n\n\n# Show p with new labels \np + labs(x = 'Flower Color', y = 'Count')\n\n\n\n\n\n\n\n# Show p (nothing has changed)\np\n\n\n\n\n\n\n\n# Save p with new lables in p (overwrite / reassign)\np &lt;- p + labs(x = 'Flower Color', y = 'Count')\n\n# Show p (lables have changed)\np \n\n\n\n\n\n\n\n\nColor by species. The bars are stacked by default.\n\nggplot(iris,                    \n       aes(x = Flower.Color,   \n           fill = Species)) +   \n  geom_bar()                   \n\n\n\n\n\n\n\n\nAdd position = \"dodge\" for bars to be placed next to each other.\n\nggplot(iris,                   \n      aes(x = Flower.Color,    \n          fill = Species)) +   \n  geom_bar(position = \"dodge\") \n\n\n\n\n\n\n\n\nAdd position = \"fill\" for bars to be normalized such that heights of the bars to represent percentages rather than counts.\n\nggplot(iris,                   \n      aes(x = Flower.Color,   \n          fill = Species)) +   \n  geom_bar(position = \"fill\") + \n  theme_bw()\n\n\n\n\n\n\n\n  # theme_classic()  \n  # theme_minimal()\n  # theme_dark()\n\nUsing facet_wrap if you want a plot to be split up according to a categorical variable.\n\nggplot(iris,                   \n      aes(x = Flower.Color)) +\n  geom_bar()  + \n  facet_wrap(vars(Species))",
+    "text": "Bar chart with geom_bar\nA bar chart is made with the geom_bar function and is used to get an overview over the distribution of a single categorical variable, e.g. Flower.Color in this instance. Here we see the number of flowers of each Flower.Color. Notice that the Flower.Colors are sorted alphabetically.\n\n# Save plot in p\np &lt;- ggplot(iris,                    \n            aes(x = Flower.Color)) + \n  geom_bar()                         \n\n# Show p\np\n\n\n\n\n\n\n\n# Show p with new labels \np + labs(x = 'Flower Color', y = 'Count')\n\n\n\n\n\n\n\n# Save p with new lables in p (overwrite / reassign)\np2 &lt;- p + labs(x = 'Flower Color', y = 'Count')\n\nColor by species. The bars are stacked by default.\n\nggplot(iris,                    \n       aes(x = Flower.Color,   \n           fill = Species)) +   \n  geom_bar()                   \n\n\n\n\n\n\n\n\nAdd position = \"dodge\" for bars to be placed next to each other.\n\nggplot(iris,                   \n      aes(x = Flower.Color,    \n          fill = Species)) +   \n  geom_bar(position = \"dodge\") \n\n\n\n\n\n\n\n\nAdd position = \"fill\" for bars to be normalized such that heights of the bars to represent percentages rather than counts.\n\nggplot(iris,                   \n      aes(x = Flower.Color,   \n          fill = Species)) +   \n  geom_bar(position = \"fill\") + \n  theme_bw()\n\n\n\n\n\n\n\n  # theme_classic()  \n  # theme_minimal()\n  # theme_dark()\n\nUsing facet_wrap if you want a plot to be split up according to a categorical variable.\n\nggplot(iris,                   \n      aes(x = Flower.Color)) +\n  geom_bar()  + \n  facet_wrap(vars(Species))",
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@@ -923,7 +923,7 @@
     "href": "Presentations/presentation3.html#extra-section",
     "title": "Presentation 3: ggplot2",
     "section": "Extra section",
-    "text": "Extra section\n(Should we exclude this? Is it too advanced? Is it used in the exercises?) We can order the columns such that the count goes from lowest to highest. This is actually not that easy in R.\nFirst, we see that the class of the Flower.Color is character. Characters are always sorted alphabetically like we saw above.\n\nclass(iris$Flower.Color)\n\n[1] \"character\"\n\n\nExtract the number of flowers for each Flower.Color.\n\ndl_Flower.Color &lt;- iris %&gt;%\n  group_by(Flower.Color) %&gt;%\n  summarise(n = n()) %&gt;% \n  arrange(desc(n))\n\ndl_Flower.Color\n\n# A tibble: 5 × 2\n  Flower.Color     n\n  &lt;chr&gt;        &lt;int&gt;\n1 Red             50\n2 Blue            30\n3 Yellow          30\n4 Green           20\n5 Purple          20\n\ndl_Flower.Color$Flower.Color\n\n[1] \"Red\"    \"Blue\"   \"Yellow\" \"Green\"  \"Purple\"\n\n\nChange the class of the Flower.Color feature to factor and add levels according to the number of flowers with each color.\n\niris$Flower.Color &lt;- factor(iris$Flower.Color,\n                            levels = dl_Flower.Color$Flower.Color)\n\nCheck class now\n\nclass(iris$Flower.Color)\n\n[1] \"factor\"\n\n\nNow we do the same plot as before and we see that the order has changed to range from largest to smallest Flower.Colors group. The plot is saved in the variable p.\n\np &lt;- ggplot(iris,                # dataframe \n       aes(x = Flower.Color)) +  # x-value\n  geom_bar()                     # type of plot \n\np\n\n\n\n\n\n\n\n\nWe can also flip the chart. We update the plot, p, be reassignment.\n\np &lt;- p + coord_flip()\n\nSince we are working with colors, we can change the colors of the bars to match the groups.\n\n# Define color palette\ncolor_palette &lt;- c(\"Red\" = \"red\", \n                   \"Blue\" = \"blue\", \n                   \"Yellow\" = \"yellow\", \n                   \"Green\" = \"green\", \n                   \"Purple\" = \"purple\")\n\np &lt;- p + \n  aes(fill = Flower.Color) +                # add the fill ascetics \n  scale_fill_manual(values = color_palette) # set the fill color according to the color palette",
+    "text": "Extra section\n(Should we exclude this? Is it too advanced? Is it used in the exercises?) We can order the columns such that the count goes from lowest to highest. This is actually not that easy in R.\nFirst, we see that the class of the Flower.Color is character. Characters are always sorted alphabetically like we saw above.\n\nclass(iris$Flower.Color)\n\n[1] \"character\"\n\n\nExtract the number of flowers for each Flower.Color.\n\ndl_Flower.Color &lt;- iris %&gt;%\n  group_by(Flower.Color) %&gt;%\n  summarise(n = n()) %&gt;% \n  arrange(desc(n))\n\ndl_Flower.Color\n\n# A tibble: 5 × 2\n  Flower.Color     n\n  &lt;chr&gt;        &lt;int&gt;\n1 Red             44\n2 Yellow          33\n3 Purple          30\n4 Green           22\n5 Blue            21\n\ndl_Flower.Color$Flower.Color\n\n[1] \"Red\"    \"Yellow\" \"Purple\" \"Green\"  \"Blue\"  \n\n\nChange the class of the Flower.Color feature to factor and add levels according to the number of flowers with each color.\n\niris$Flower.Color &lt;- factor(iris$Flower.Color,\n                            levels = dl_Flower.Color$Flower.Color)\n\nCheck class now\n\nclass(iris$Flower.Color)\n\n[1] \"factor\"\n\n\nNow we do the same plot as before and we see that the order has changed to range from largest to smallest Flower.Colors group. The plot is saved in the variable p.\n\np &lt;- ggplot(iris,                # dataframe \n       aes(x = Flower.Color)) +  # x-value\n  geom_bar()                     # type of plot \n\np\n\n\n\n\n\n\n\n\nWe can also flip the chart. We update the plot, p, be reassignment.\n\np &lt;- p + coord_flip()\n\nSince we are working with colors, we can change the colors of the bars to match the groups.\nR color chart here\n\n# Define color palette\ncolor_palette &lt;- c(\"Red\" = \"red3\", \n                   \"Blue\" = \"cornflowerblue\", \n                   \"Yellow\" = \"lightgoldenrod1\", \n                   \"Green\" = \"darkolivegreen2\", \n                   \"Purple\" = \"darkorchid3\")\n\np &lt;- p + \n  aes(fill = Flower.Color) +                # add the fill ascetics \n  scale_fill_manual(values = color_palette) # set the fill color according to the color palette\n\nprint(p)",
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@@ -935,7 +935,7 @@
     "href": "Presentations/presentation3.html#bar-chart-with-geom_col",
     "title": "Presentation 3: ggplot2",
     "section": "Bar chart with geom_col",
-    "text": "Bar chart with geom_col\nSummary of data:\n\nmean_sepal_length_pr_color &lt;- iris %&gt;%\n  group_by(Flower.Color) %&gt;%\n  summarize(mean_Sepal.Length = mean(Sepal.Length))\n\nhead(mean_sepal_length_pr_color)\n\n# A tibble: 5 × 2\n  Flower.Color mean_Sepal.Length\n  &lt;fct&gt;                    &lt;dbl&gt;\n1 Red                       5.91\n2 Blue                      6.02\n3 Yellow                    5.75\n4 Green                     5.92\n5 Purple                    5.48\n\n\nA bar chart with geom_bar is used to get an overview over the distribution of a categorical variable relative to a continues variable. Here we see the average Sepal.Length of the flowers for each Flower.Color.\n\nggplot(mean_sepal_length_pr_color,   # dataframe \n       aes(x = Flower.Color,         # x-value\n           y = mean_Sepal.Length)) + # y-value\n  geom_col()                         # type of plot",
+    "text": "Bar chart with geom_col\nSummary of data:\n\nmean_sepal_length_pr_color &lt;- iris %&gt;%\n  group_by(Flower.Color) %&gt;%\n  summarize(mean_Sepal.Length = mean(Sepal.Length))\n\nhead(mean_sepal_length_pr_color)\n\n# A tibble: 5 × 2\n  Flower.Color mean_Sepal.Length\n  &lt;fct&gt;                    &lt;dbl&gt;\n1 Red                       5.88\n2 Yellow                    5.89\n3 Purple                    5.91\n4 Green                     5.65\n5 Blue                      5.79\n\n\nA bar chart with geom_bar is used to get an overview over the distribution of a categorical variable relative to a continues variable. Here we see the average Sepal.Length of the flowers for each Flower.Color.\n\nggplot(mean_sepal_length_pr_color,   # dataframe \n       aes(x = Flower.Color,         # x-value\n           y = mean_Sepal.Length)) + # y-value\n  geom_col()                         # type of plot",
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@@ -1178,8 +1178,8 @@
     "objectID": "Presentations/presentation1.html#modes-of-quarto-document",
     "href": "Presentations/presentation1.html#modes-of-quarto-document",
     "title": "Presentation 1: R, Rstudio and Quarto",
-    "section": "",
-    "text": "There are two modes of Quarto: Source and Visual. In the left part of the panel you can change between the two modes.\nSome features can only be added when you are in Source mode. E.g write blue text is coded like this in the source code [write blue text]{style=\"color:blue\"}.",
+    "section": "Modes of Quarto Document",
+    "text": "Modes of Quarto Document\nThere are two modes of Quarto: Source and Visual. In the left part of the panel you can change between the two modes.\nSome features can only be added when you are in Source mode. E.g write blue text is coded like this in the source code [write blue text]{style=\"color:blue\"}.",
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@@ -1190,8 +1190,8 @@
     "objectID": "Presentations/presentation1.html#output-of-code-chunks",
     "href": "Presentations/presentation1.html#output-of-code-chunks",
     "title": "Presentation 1: R, Rstudio and Quarto",
-    "section": "",
-    "text": "Control whether code is executed. eval=FALSE not execute the code and eval=TRUE will execute the code.\nThe code is shown, but the result is not shown ({r, echo=TRUE, eval=FALSE}):\n\n1+3\n\nShow or hide code. echo=FALSE will hide the code and echo=TRUE will show the code. Default is TRUE.\nThe code is not shown, but the result is shown ({r, echo=FALSE, eval=TRUE}):\n\n\n[1] 4\n\n\nControl messages, warnings and errors. Maybe you have a code chunk that you know will produce one of the three and you often don’t want to see it in the compiled document. N.B! It is not a good idea to hide these statements (especially the errors) before you know what they are.\nWarning is not printed ({r, message=FALSE, warning=FALSE, error=TRUE}):\n\nlog(-1)\n\n[1] NaN\n\n\nWarning is printed ({r message=TRUE, warning=TRUE, error=TRUE}):\n\nlog(-1)\n\nWarning in log(-1): NaNs produced\n\n\n[1] NaN",
+    "section": "Output of code chunks",
+    "text": "Output of code chunks\nControl whether code is executed. eval=FALSE not execute the code and eval=TRUE will execute the code.\nThe code is shown, but the result is not shown ({r, echo=TRUE, eval=FALSE}):\n\n1+3\n\nShow or hide code. echo=FALSE will hide the code and echo=TRUE will show the code. Default is TRUE.\nThe code is not shown, but the result is shown ({r, echo=FALSE, eval=TRUE}):\n\n\n[1] 4\n\n\nControl messages, warnings and errors. Maybe you have a code chunk that you know will produce one of the three and you often don’t want to see it in the compiled document. N.B! It is not a good idea to hide these statements (especially the errors) before you know what they are.\nWarning is not printed ({r, message=FALSE, warning=FALSE, error=TRUE}):\n\nlog(-1)\n\n[1] NaN\n\n\nWarning is printed ({r message=TRUE, warning=TRUE, error=TRUE}):\n\nlog(-1)\n\nWarning in log(-1): NaNs produced\n\n\n[1] NaN",
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