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index-speaker.html
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<!DOCTYPE html>
<html lang="en"><head>
<script src="index_files/libs/clipboard/clipboard.min.js"></script>
<script src="index_files/libs/quarto-html/tabby.min.js"></script>
<script src="index_files/libs/quarto-html/popper.min.js"></script>
<script src="index_files/libs/quarto-html/tippy.umd.min.js"></script>
<link href="index_files/libs/quarto-html/tippy.css" rel="stylesheet">
<link href="index_files/libs/quarto-html/light-border.css" rel="stylesheet">
<link href="index_files/libs/quarto-html/quarto-html.min.css" rel="stylesheet" data-mode="light">
<link href="index_files/libs/quarto-html/quarto-syntax-highlighting.css" rel="stylesheet" id="quarto-text-highlighting-styles"><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="utf-8">
<meta name="generator" content="quarto-1.3.353">
<meta name="author" content="Deepsha Menghani">
<meta name="dcterms.date" content="2023-09-20">
<title>Data Viz animation and interactivity in Quarto</title>
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no, minimal-ui">
<link rel="stylesheet" href="index_files/libs/revealjs/dist/reset.css">
<link rel="stylesheet" href="index_files/libs/revealjs/dist/reveal.css">
<style>
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
div.columns{display: flex; gap: min(4vw, 1.5em);}
div.column{flex: auto; overflow-x: auto;}
div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
ul.task-list{list-style: none;}
ul.task-list li input[type="checkbox"] {
width: 0.8em;
margin: 0 0.8em 0.2em -1em; /* quarto-specific, see https://github.com/quarto-dev/quarto-cli/issues/4556 */
vertical-align: middle;
}
/* CSS for syntax highlighting */
pre > code.sourceCode { white-space: pre; position: relative; }
pre > code.sourceCode > span { display: inline-block; line-height: 1.25; }
pre > code.sourceCode > span:empty { height: 1.2em; }
.sourceCode { overflow: visible; }
code.sourceCode > span { color: inherit; text-decoration: inherit; }
div.sourceCode { margin: 1em 0; }
pre.sourceCode { margin: 0; }
@media screen {
div.sourceCode { overflow: auto; }
}
@media print {
pre > code.sourceCode { white-space: pre-wrap; }
pre > code.sourceCode > span { text-indent: -5em; padding-left: 5em; }
}
pre.numberSource code
{ counter-reset: source-line 0; }
pre.numberSource code > span
{ position: relative; left: -4em; counter-increment: source-line; }
pre.numberSource code > span > a:first-child::before
{ content: counter(source-line);
position: relative; left: -1em; text-align: right; vertical-align: baseline;
border: none; display: inline-block;
-webkit-touch-callout: none; -webkit-user-select: none;
-khtml-user-select: none; -moz-user-select: none;
-ms-user-select: none; user-select: none;
padding: 0 4px; width: 4em;
}
pre.numberSource { margin-left: 3em; padding-left: 4px; }
div.sourceCode
{ color: #24292e; }
@media screen {
pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
}
code span { color: #24292e; } /* Normal */
code span.al { color: #ff5555; font-weight: bold; } /* Alert */
code span.an { color: #6a737d; } /* Annotation */
code span.at { color: #d73a49; } /* Attribute */
code span.bn { color: #005cc5; } /* BaseN */
code span.bu { color: #d73a49; } /* BuiltIn */
code span.cf { color: #d73a49; } /* ControlFlow */
code span.ch { color: #032f62; } /* Char */
code span.cn { color: #005cc5; } /* Constant */
code span.co { color: #6a737d; } /* Comment */
code span.cv { color: #6a737d; } /* CommentVar */
code span.do { color: #6a737d; } /* Documentation */
code span.dt { color: #d73a49; } /* DataType */
code span.dv { color: #005cc5; } /* DecVal */
code span.er { color: #ff5555; text-decoration: underline; } /* Error */
code span.ex { color: #d73a49; font-weight: bold; } /* Extension */
code span.fl { color: #005cc5; } /* Float */
code span.fu { color: #6f42c1; } /* Function */
code span.im { color: #032f62; } /* Import */
code span.in { color: #6a737d; } /* Information */
code span.kw { color: #d73a49; } /* Keyword */
code span.op { color: #24292e; } /* Operator */
code span.ot { color: #6f42c1; } /* Other */
code span.pp { color: #d73a49; } /* Preprocessor */
code span.re { color: #6a737d; } /* RegionMarker */
code span.sc { color: #005cc5; } /* SpecialChar */
code span.ss { color: #032f62; } /* SpecialString */
code span.st { color: #032f62; } /* String */
code span.va { color: #e36209; } /* Variable */
code span.vs { color: #032f62; } /* VerbatimString */
code span.wa { color: #ff5555; } /* Warning */
</style>
<link rel="stylesheet" href="index_files/libs/revealjs/dist/theme/quarto.css">
<link href="index_files/libs/revealjs/plugin/quarto-line-highlight/line-highlight.css" rel="stylesheet">
<link href="index_files/libs/revealjs/plugin/reveal-menu/menu.css" rel="stylesheet">
<link href="index_files/libs/revealjs/plugin/reveal-menu/quarto-menu.css" rel="stylesheet">
<link href="index_files/libs/revealjs/plugin/quarto-support/footer.css" rel="stylesheet">
<style type="text/css">
.callout {
margin-top: 1em;
margin-bottom: 1em;
border-radius: .25rem;
}
.callout.callout-style-simple {
padding: 0em 0.5em;
border-left: solid #acacac .3rem;
border-right: solid 1px silver;
border-top: solid 1px silver;
border-bottom: solid 1px silver;
display: flex;
}
.callout.callout-style-default {
border-left: solid #acacac .3rem;
border-right: solid 1px silver;
border-top: solid 1px silver;
border-bottom: solid 1px silver;
}
.callout .callout-body-container {
flex-grow: 1;
}
.callout.callout-style-simple .callout-body {
font-size: 1rem;
font-weight: 400;
}
.callout.callout-style-default .callout-body {
font-size: 0.9rem;
font-weight: 400;
}
.callout.callout-titled.callout-style-simple .callout-body {
margin-top: 0.2em;
}
.callout:not(.callout-titled) .callout-body {
display: flex;
}
.callout:not(.no-icon).callout-titled.callout-style-simple .callout-content {
padding-left: 1.6em;
}
.callout.callout-titled .callout-header {
padding-top: 0.2em;
margin-bottom: -0.2em;
}
.callout.callout-titled .callout-title p {
margin-top: 0.5em;
margin-bottom: 0.5em;
}
.callout.callout-titled.callout-style-simple .callout-content p {
margin-top: 0;
}
.callout.callout-titled.callout-style-default .callout-content p {
margin-top: 0.7em;
}
.callout.callout-style-simple div.callout-title {
border-bottom: none;
font-size: .9rem;
font-weight: 600;
opacity: 75%;
}
.callout.callout-style-default div.callout-title {
border-bottom: none;
font-weight: 600;
opacity: 85%;
font-size: 0.9rem;
padding-left: 0.5em;
padding-right: 0.5em;
}
.callout.callout-style-default div.callout-content {
padding-left: 0.5em;
padding-right: 0.5em;
}
.callout.callout-style-simple .callout-icon::before {
height: 1rem;
width: 1rem;
display: inline-block;
content: "";
background-repeat: no-repeat;
background-size: 1rem 1rem;
}
.callout.callout-style-default .callout-icon::before {
height: 0.9rem;
width: 0.9rem;
display: inline-block;
content: "";
background-repeat: no-repeat;
background-size: 0.9rem 0.9rem;
}
.callout-title {
display: flex
}
.callout-icon::before {
margin-top: 1rem;
padding-right: .5rem;
}
.callout.no-icon::before {
display: none !important;
}
.callout.callout-titled .callout-body > .callout-content > :last-child {
margin-bottom: 0.5rem;
}
.callout.callout-titled .callout-icon::before {
margin-top: .5rem;
padding-right: .5rem;
}
.callout:not(.callout-titled) .callout-icon::before {
margin-top: 1rem;
padding-right: .5rem;
}
/* Callout Types */
div.callout-note {
border-left-color: #4582ec !important;
}
div.callout-note .callout-icon::before {
background-image: url('data:image/png;base64,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');
}
div.callout-note.callout-style-default .callout-title {
background-color: #dae6fb
}
div.callout-important {
border-left-color: #d9534f !important;
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</head>
<body class="quarto-light">
<div class="reveal">
<div class="slides">
<section id="title-slide" data-background-color="#001E4E" class="quarto-title-block center"><h1 class="title">Data Viz animation and interactivity in Quarto</h1>
<div class="quarto-title-authors">
<div class="quarto-title-author">
<div class="quarto-title-author-name">
Deepsha Menghani
</div>
</div>
</div>
<p class="date">2023-09-20</p>
</section><section><section id="my-goal-is-to-answer" class="title-slide slide level1 center"><h1>My goal is to answer</h1>
</section><section id="section" class="slide level2" data-auto-animate="true"><h2 data-id="quarto-animate-title"></h2>
<p><br></p>
<p><br></p>
<p><br></p>
<h4 id="what-is-data-viz-animation-interactivity-and-linking">- What is Data Viz animation, interactivity and linking?</h4>
</section><section id="section-1" class="slide level2" data-auto-animate="true"><h2 data-id="quarto-animate-title"></h2>
<p><br></p>
<p><br></p>
<p><br></p>
<h4 id="how-can-you-get-started-with-it-in-your-storytelling">- How can you get started with it in your storytelling?</h4>
<h4 id="what-is-data-viz-animation-interactivity-and-linking-1">- What is Data Viz animation, interactivity and linking?</h4>
</section><section id="section-2" class="slide level2" data-auto-animate="true"><h2 data-id="quarto-animate-title"></h2>
<p><br></p>
<p><br></p>
<p><br></p>
<h4 id="and-have-fun-learning">- And have fun learning!!</h4>
<h4 id="how-can-you-get-started-with-it-in-your-storytelling-1">- How can you get started with it in your storytelling?</h4>
<h4 id="what-is-data-viz-animation-interactivity-and-linking-2">- What is Data Viz animation, interactivity and linking?</h4>
</section><section id="section-3" class="slide level2" data-auto-animate="true"><h2 data-id="quarto-animate-title"></h2>
<p><br></p>
<p>There are lots of amazing packages for animation and interactivity like…</p>
<p><br></p>
<div class="columns">
<div class="fragment">
<div class="column" style="width:40%;">
<h4 id="shiny">Shiny</h4>
<h4 id="highcharter">Highcharter</h4>
<h4 id="plotly">Plotly</h4>
<h4 id="crosstalk">Crosstalk</h4>
</div><div class="column" style="width:50%;">
<h4 id="observablejs-plot">Observablejs Plot</h4>
<h4 id="ggiraph">Ggiraph</h4>
<h4 id="gganimate">Gganimate</h4>
<h4 id="and-many-more">And many more…</h4>
</div>
</div>
</div>
</section><section id="section-4" class="slide level2" data-auto-animate="true"><h2 data-id="quarto-animate-title"></h2>
<p><br></p>
<p>For this presentation, I will share examples of -</p>
<p><br></p>
<div class="columns">
<div class="column" style="width:50%;">
<h4 id="plotly-1">Plotly</h4>
<h4 id="crosstalk-1">Crosstalk</h4>
</div><div class="column" style="width:50%;">
</div>
</div>
</section></section><section><section id="but-first..-what-is-ted-lasso-and-who-is-roy-kent" class="title-slide slide level1 center"><h1>But first.. What is Ted Lasso and who is Roy Kent?</h1>
<p><br></p>
<img data-src="Images/rk_tl.jpg" style="width:20.0%" alt="Ted Lasso left and Roy Kent on the right" class="r-stretch quarto-figure-center"></section><section id="various-moods-of-roy-kent" class="slide level2"><h2>Various moods of Roy Kent</h2>
<p><br></p>
<div class="quarto-layout-panel">
<div class="quarto-layout-row quarto-layout-valign-top">
<div class="fragment quarto-layout-cell" style="flex-basis: 25.0%;justify-content: center;">
<p><img data-src="Images/rk_wtf.jpg" alt="Agitated Roy Kent saying what the f-ck"></p>
<h4 id="mad">Mad</h4>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 25.0%;justify-content: center;">
<p><img data-src="Images/rk_wtf.jpg" alt="Agitated Roy Kent saying what the f-ck"></p>
<h4 id="sad">Sad</h4>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 25.0%;justify-content: center;">
<p><img data-src="Images/rk_wtf.jpg" alt="Agitated Roy Kent saying what the f-ck"></p>
<h4 id="happy">Happy</h4>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 25.0%;justify-content: center;">
<p><img data-src="Images/rk_wtf.jpg" alt="Agitated Roy Kent saying what the f-ck"></p>
<h4 id="amused">Amused</h4>
</div>
</div>
<div class="quarto-layout-row quarto-layout-valign-top">
<div class="fragment quarto-layout-cell" style="flex-basis: 25.0%;justify-content: center;">
<p><img data-src="Images/rk_wtf.jpg" alt="Agitated Roy Kent saying what the f-ck"></p>
<h4 id="loving">Loving</h4>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 25.0%;justify-content: center;">
<p><img data-src="Images/rk_wtf.jpg" alt="Agitated Roy Kent saying what the f-ck"></p>
<h4 id="surprised">Surprised</h4>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 25.0%;justify-content: center;">
<p><img data-src="Images/rk_wtf.jpg" alt="Agitated Roy Kent saying what the f-ck"></p>
<h4 id="thoughtful">Thoughtful</h4>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 25.0%;justify-content: center;">
<p><img data-src="Images/rk_wtf.jpg" alt="Agitated Roy Kent saying what the f-ck"></p>
<h4 id="joyous">Joyous</h4>
</div>
</div>
</div>
</section></section><section id="so-lets-look-at-the-number-of-f-bombs-dropped-by-roy-kent" class="title-slide slide level1 center"><h1>So, let’s look at the number of F-bombs dropped by Roy Kent!</h1>
<p><br></p>
<div class="fragment">
<p>How do I know this?</p>
</div>
<div class="fragment">
<p>Because I watched each episode at 2X speed and diligently noted down every F*bomb and gesture reference!!</p>
</div>
<div class="fragment">
<p><strong><em>FOR SCIENCE!!</em></strong></p>
</div>
</section><section><section id="animation" class="title-slide slide level1 center" data-background-color="#001E4E"><h1>Animation</h1>
</section><section id="q1-what-season-did-roy-kent-end-up-dropping-the-most-number-of-f-bombs" class="slide level2"><h2>Q1: What season did Roy Kent end up dropping the most number of F-bombs?</h2>
<p><br></p>
<div class="fragment">
<div class="cell">
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</div>
</div>
<p><br></p>
</div>
</section><section id="by-adding-animation-you-can" class="slide level2"><h2>By adding animation you can</h2>
<p><br></p>
<div>
<ol type="1">
<li class="fragment">Hold the tension in your story</li>
<li class="fragment">Add a third variable to your plot not directly visible in a static 2D plot</li>
</ol>
</div>
</section><section id="code-structure-for-creating-animation-using-plotly" class="slide level2"><h2>Code structure for creating animation using Plotly</h2>
<p><br></p>
<h3 id="simple-bar-plot">Simple bar plot</h3>
<div class="sourceCode" id="cb1" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span></span>
<span><span class="va">dataset</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>y<span class="op">=</span><span class="op">~</span><span class="va">count</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">season</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span></span>
<span> </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p><br></p>
<div class="fragment">
<!-- -->
<h3 id="bar-plot-with-animation">Bar plot with animation</h3>
<div class="sourceCode" id="cb2" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span></span>
<span><span class="va">dataset</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>y<span class="op">=</span><span class="op">~</span><span class="va">count</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">season</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>frame <span class="op">=</span> <span class="op">~</span><span class="va">Episode</span>, type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span></span>
<span> </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
</section><section id="code-structure-for-creating-animation-using-plotly-1" class="slide level2"><h2>Code structure for creating animation using Plotly</h2>
<p><br></p>
<h3 id="simple-bar-plot-1">Simple bar plot</h3>
<div class="sourceCode" id="cb3" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span></span>
<span><span class="va">dataset</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>y<span class="op">=</span><span class="op">~</span><span class="va">count</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">season</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span> </span>
<span> </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p><br></p>
<h3 id="bar-plot-with-animation-1">Bar plot with animation</h3>
<div class="sourceCode" id="cb4" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span></span>
<span><span class="va">dataset</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>y<span class="op">=</span><span class="op">~</span><span class="va">count</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">season</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>frame <span class="op">=</span> <span class="op">~</span><span class="va">Episode</span>, type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">animation_opts</span><span class="op">(</span>frame <span class="op">=</span> <span class="fl">800</span>, transition <span class="op">=</span> <span class="fl">300</span><span class="op">)</span></span>
<span> </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section></section><section id="interactivity" class="title-slide slide level1 center" data-background-color="#001E4E"><h1>Interactivity</h1>
</section><section id="lets-get-technical-and-talk-about-statistics" class="title-slide slide level1 center"><h1>Let’s get technical and talk about statistics</h1>
</section><section id="lets-get-technical-and-talk-about-statistics---f-score" class="title-slide slide level1 center"><h1>Let’s get technical and talk about statistics - “F-SCORE”</h1>
</section><section><section id="what-is-an-episodes-f-score" class="title-slide slide level1 center" data-text-align="center"><h1>What is an episode’s F-SCORE</h1>
<p><br></p>
<div class="fragment">
<p><br></p>
<p><span class="math display">\[
f-score = {Roy Kent F-bombs / \choose Total F-bombs} * 100 (\%)
\]</span></p>
</div>
</section><section id="q2-which-season-has-the-most-number-of-episodes-with-roy-kents-f-score-50" class="slide level2"><h2>Q2: Which season has the most number of episodes with Roy Kent’s F-Score > 50%?</h2>
<p><br></p>
<div class="fragment">
<!-- -->
<h3 id="can-you-guess-the-answer">Can you guess the answer?</h3>
<ul>
<li><p>Season 1 - Total F-bombs: <strong>56</strong></p></li>
<li><p>Season 2 - Total F-bombs: <strong>106</strong></p></li>
<li><p>Season 3 - Total F-bombs: <strong>138</strong></p></li>
</ul>
</div>
</section><section id="we-can-display-f-score-for-each-episode-as-below" class="slide level2"><h2>We can display F-score for each episode as below</h2>
<div class="fragment">
<div class="cell">
<div class="cell-output-display">
<div class="container-fluid crosstalk-bscols">
<div class="row">
<div class="col-xs-2"></div>
<div class="col-xs-10">
<div id="htmlwidget-e3684e8d7fc76f93cc10" style="width:1200px;height:800px;" class="plotly html-widget "></div>
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</div>
</div>
</div>
</div>
</div>
</div>
</section><section id="or-we-can-add-a-season-checkbox" class="slide level2"><h2>Or we can add a “season” checkbox</h2>
<div class="cell">
<div class="cell-output-display">
<div class="container-fluid crosstalk-bscols">
<div class="row">
<div class="col-xs-1"> </div>
<div class="col-xs-1">
<div id="Season" class="form-group crosstalk-input-checkboxgroup crosstalk-input">
<label class="control-label" for="Season">Season</label>
<div class="crosstalk-options-group">
<div class="checkbox">
<label>
<input type="checkbox" name="Season" value="1"><span>1</span>
</label>
</div>
<div class="checkbox">
<label>
<input type="checkbox" name="Season" value="2"><span>2</span>
</label>
</div>
<div class="checkbox">
<label>
<input type="checkbox" name="Season" value="3"><span>3</span>
</label>
</div>
</div>
<script type="application/json" data-for="Season">{
"map": {
"1": ["1", "2", "3", "4", "5", "6", "7", "8", "9", "10"],
"2": ["11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22"],
"3": ["23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34"]
},
"group": ["SharedData590cc75c"]
}</script>
</div>
</div>
<div class="col-xs-10">
<div id="htmlwidget-6a732d10c8421b980c7c" style="width:1200px;height:800px;" class="plotly html-widget "></div>
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</div>
</div>
</div>
</div>
</div>
</section><section id="through-interactivity-you-can" class="slide level2"><h2>Through interactivity you can</h2>
<p><br></p>
<div>
<ol type="1">
<li class="fragment">Turn your viz to a dashboard style report</li>
<li class="fragment">Make your viz more accessible</li>
</ol>
</div>
</section><section id="code-structure-for-adding-interativity-with-crosstalk" class="slide level2"><h2>Code structure for adding interativity with Crosstalk</h2>
<p><br></p>
<h3 id="simple-bar-plot-2">Simple bar plot</h3>
<div class="sourceCode" id="cb5" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">dataset</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>y<span class="op">=</span><span class="op">~</span><span class="va">F_score</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">episode</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span> </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<p><br></p>
</section><section id="code-structure-for-adding-interativity-with-crosstalk-1" class="slide level2"><h2>Code structure for adding interativity with Crosstalk</h2>
<p><br></p>
<h3 id="bar-plot-with-interativity">Bar plot with interativity</h3>
<div class="sourceCode" id="cb6" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">shared_data</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="va"><a href="https://rdrr.io/pkg/crosstalk/man/SharedData.html">SharedData</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="va">dataset</span><span class="op">)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section><section id="code-structure-for-adding-interativity-with-crosstalk-2" class="slide level2"><h2>Code structure for adding interativity with Crosstalk</h2>
<p><br></p>
<h3 id="bar-plot-with-interativity-1">Bar plot with interativity</h3>
<div class="sourceCode" id="cb7" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">shared_data</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="va"><a href="https://rdrr.io/pkg/crosstalk/man/SharedData.html">SharedData</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="va">dataset</span><span class="op">)</span></span>
<span></span>
<span><span class="va">plot</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>y<span class="op">=</span><span class="op">~</span><span class="va">F_score</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">episode</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section><section id="code-structure-for-adding-interativity-with-crosstalk-3" class="slide level2"><h2>Code structure for adding interativity with Crosstalk</h2>
<p><br></p>
<h3 id="bar-plot-with-interativity-2">Bar plot with interativity</h3>
<div class="sourceCode" id="cb8" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">shared_data</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="va"><a href="https://rdrr.io/pkg/crosstalk/man/SharedData.html">SharedData</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="va">dataset</span><span class="op">)</span></span>
<span></span>
<span><span class="va">plot</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>y<span class="op">=</span><span class="op">~</span><span class="va">F_score</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">episode</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span></span>
<span></span>
<span><span class="va">checkbox_season</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/crosstalk/man/filter_select.html">filter_checkbox</a></span><span class="op">(</span></span>
<span> id <span class="op">=</span> <span class="st">"Season"</span>, </span>
<span> label <span class="op">=</span> <span class="st">"Season"</span>, </span>
<span> sharedData <span class="op">=</span> <span class="va">shared_data</span>,</span>
<span> group <span class="op">=</span> <span class="op">~</span><span class="va">Season</span></span>
<span><span class="op">)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section><section id="code-structure-for-adding-interativity-with-crosstalk-4" class="slide level2"><h2>Code structure for adding interativity with Crosstalk</h2>
<p><br></p>
<h3 id="bar-plot-with-interativity-3">Bar plot with interativity</h3>
<div class="sourceCode" id="cb9" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">shared_data</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="va"><a href="https://rdrr.io/pkg/crosstalk/man/SharedData.html">SharedData</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="va">dataset</span><span class="op">)</span></span>
<span></span>
<span><span class="va">plot</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>y<span class="op">=</span><span class="op">~</span><span class="va">F_score</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">episode</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span></span>
<span> </span>
<span><span class="va">checkbox_season</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/crosstalk/man/filter_select.html">filter_checkbox</a></span><span class="op">(</span></span>
<span> id <span class="op">=</span> <span class="st">"Season"</span>, </span>
<span> label <span class="op">=</span> <span class="st">"Season"</span>, </span>
<span> sharedData <span class="op">=</span> <span class="va">shared_data</span>,</span>
<span> group <span class="op">=</span> <span class="op">~</span><span class="va">Season</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="fu">bscols</span><span class="op">(</span><span class="va">checkbox_season</span>, <span class="va">plot</span><span class="op">)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section></section><section id="linking" class="title-slide slide level1 center" data-background-color="#001E4E"><h1>Linking</h1>
</section><section><section id="q3-did-roy-kent-have-a-lower-average-f-score-while-dating-keeley-or-while-he-was-coaching" class="title-slide slide level1 center"><h1>Q3: Did Roy Kent have a lower average F-score while dating Keeley or while he was coaching?</h1>
<img data-src="Images/keeley.gif" style="width:50.0%" alt="Keeley winking at someone" class="r-stretch quarto-figure-center"></section><section id="we-can-use-a-bar-plot-to-display-average-f-score" class="slide level2"><h2>We can use a bar plot to display average F-Score</h2>
<div class="columns">
<div class="column" style="width:60%;">
<div class="fragment">
<div class="cell">
<div class="cell-output-display">
<div id="htmlwidget-7d4daa011a9cf1da9824" style="width:900px;height:800px;" class="plotly html-widget "></div>
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</div>
</div>
</div>
</div><div class="column" style="width:40%;">
<p><br></p>
<div class="fragment">
<p>This is just fine… but as Roy Kent said -</p>
</div>
<p><br></p>
<div class="fragment">
<div class="quarto-figure quarto-figure-center">
<figure><p><img data-src="Images/rk_dont_settle_for_fine2.gif" style="width:100.0%" alt="Roy Kent saying - Don't you dare settle for fine"></p>
</figure>
</div>
</div>
</div>
</div>
</section></section><section><section id="so-lets-enable-additional-insights-by-linking-it-to-another-plot" class="title-slide slide level1 center"><h1>So, let’s enable additional insights by linking it to another plot</h1>
</section><section id="section-5" class="slide level2"><h2></h2>
<div class="cell">
<div class="cell-output-display">
<div id="htmlwidget-acd470198c14e1e1880c" style="width:1500px;height:800px;" class="plotly html-widget "></div>
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</div>
</div>
</section><section id="through-linking-you-can" class="slide level2"><h2>Through linking you can</h2>
<p><br></p>
<div>
<ol type="1">
<li class="fragment">Add layers to your story</li>
<li class="fragment">Give your stakeholders more control to explore and arrive at their own insights</li>
</ol>
</div>
</section><section id="code-structure-for-linking-two-plots" class="slide level2"><h2>Code structure for linking two plots</h2>
<p><br></p>
<div class="fragment">
<div class="sourceCode" id="cb10" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">shared_data</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="va"><a href="https://rdrr.io/pkg/crosstalk/man/SharedData.html">SharedData</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="va">dataset</span>, key<span class="op">=</span><span class="op">~</span><span class="va">Dating_Coaching_flag</span><span class="op">)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
</section><section id="code-structure-for-linking-two-plots-1" class="slide level2"><h2>Code structure for linking two plots</h2>
<p><br></p>
<div class="sourceCode" id="cb11" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">shared_data</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="va"><a href="https://rdrr.io/pkg/crosstalk/man/SharedData.html">SharedData</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="va">dataset</span>, key<span class="op">=</span><span class="op">~</span><span class="va">Dating_Coaching_flag</span><span class="op">)</span></span>
<span></span>
<span><span class="va">plot1</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">group_by</span><span class="op">(</span><span class="va">Dating_Coaching_flag</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">summarise</span><span class="op">(</span>avg.fscore <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/mean.html">mean</a></span><span class="op">(</span><span class="va">F_score</span>, na.rm<span class="op">=</span><span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>y <span class="op">=</span> <span class="op">~</span><span class="va">Dating_Coaching_flag</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">avg.fscore</span>, type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span></span>
<span> </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section><section id="code-structure-for-linking-two-plots-2" class="slide level2"><h2>Code structure for linking two plots</h2>
<p><br></p>
<div class="sourceCode" id="cb12" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">shared_data</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="va"><a href="https://rdrr.io/pkg/crosstalk/man/SharedData.html">SharedData</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="va">dataset</span>, key<span class="op">=</span><span class="op">~</span><span class="va">Dating_Coaching_flag</span><span class="op">)</span></span>
<span></span>
<span><span class="va">plot1</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">group_by</span><span class="op">(</span><span class="va">Dating_Coaching_flag</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">summarise</span><span class="op">(</span>avg.fscore <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/mean.html">mean</a></span><span class="op">(</span><span class="va">F_score</span>, na.rm<span class="op">=</span><span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>y <span class="op">=</span> <span class="op">~</span><span class="va">Dating_Coaching_flag</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">avg.fscore</span>, type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span></span>
<span> </span>
<span><span class="va">plot2</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>x <span class="op">=</span> <span class="op">~</span><span class="va">Episode</span>, y <span class="op">=</span> <span class="op">~</span><span class="va">F_count</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span> </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section><section id="code-structure-for-linking-two-plots-3" class="slide level2"><h2>Code structure for linking two plots</h2>
<p><br></p>
<div class="sourceCode" id="cb13" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">shared_data</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="va"><a href="https://rdrr.io/pkg/crosstalk/man/SharedData.html">SharedData</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="va">dataset</span>, key<span class="op">=</span><span class="op">~</span><span class="va">Dating_Coaching_flag</span><span class="op">)</span></span>
<span></span>
<span><span class="va">plot1</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">group_by</span><span class="op">(</span><span class="va">Dating_Coaching_flag</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">summarise</span><span class="op">(</span>avg.fscore <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/mean.html">mean</a></span><span class="op">(</span><span class="va">F_score</span>, na.rm<span class="op">=</span><span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>y <span class="op">=</span> <span class="op">~</span><span class="va">Dating_Coaching_flag</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">avg.fscore</span>, type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span></span>
<span> </span>
<span><span class="va">plot2</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>x <span class="op">=</span> <span class="op">~</span><span class="va">Episode</span>, y <span class="op">=</span> <span class="op">~</span><span class="va">F_count</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span> </span>
<span></span>
<span><span class="fu">subplot</span><span class="op">(</span><span class="va">plot1</span>,<span class="va">plot2</span><span class="op">)</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section><section id="code-structure-for-linking-two-plots-4" class="slide level2"><h2>Code structure for linking two plots</h2>
<p><br></p>
<div class="sourceCode" id="cb14" data-echo="TRUE"><pre class="downlit sourceCode r code-with-copy"><code class="sourceCode R"><span><span class="va">shared_data</span> <span class="op"><-</span> <span class="fu">crosstalk</span><span class="fu">::</span><span class="va"><a href="https://rdrr.io/pkg/crosstalk/man/SharedData.html">SharedData</a></span><span class="op">$</span><span class="fu">new</span><span class="op">(</span><span class="va">dataset</span>, key<span class="op">=</span><span class="op">~</span><span class="va">Dating_Coaching_flag</span><span class="op">)</span></span>
<span></span>
<span><span class="va">plot1</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">group_by</span><span class="op">(</span><span class="va">Dating_Coaching_flag</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">summarise</span><span class="op">(</span>avg.fscore <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/mean.html">mean</a></span><span class="op">(</span><span class="va">F_score</span>, na.rm<span class="op">=</span><span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>y <span class="op">=</span> <span class="op">~</span><span class="va">Dating_Coaching_flag</span>, x <span class="op">=</span> <span class="op">~</span><span class="va">avg.fscore</span>, type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span></span>
<span> </span>
<span><span class="va">plot2</span> <span class="op"><-</span> <span class="va">shared_data</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/plot_ly.html">plot_ly</a></span><span class="op">(</span>x <span class="op">=</span> <span class="op">~</span><span class="va">Episode</span>, y <span class="op">=</span> <span class="op">~</span><span class="va">F_count</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">add_bars</span><span class="op">(</span>type<span class="op">=</span><span class="st">"bar"</span><span class="op">)</span> </span>
<span></span>
<span><span class="fu">subplot</span><span class="op">(</span><span class="va">plot1</span>,<span class="va">plot2</span><span class="op">)</span> <span class="op">|></span> </span>
<span> <span class="fu">plotly</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plotly/man/highlight.html">highlight</a></span><span class="op">(</span></span>
<span> persistent <span class="op">=</span> <span class="cn">TRUE</span></span>
<span> , on <span class="op">=</span> <span class="st">"plotly_click"</span></span>
<span> , off <span class="op">=</span> <span class="st">"plotly_doubleclick"</span></span>
<span> , dynamic <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</section></section><section id="now-that-you-have-these-tools" class="title-slide slide level1 center"><h1>Now that you have these tools…</h1>
</section><section><section id="lets-combine-animation-and-interactivity-and-linking---all-together" class="title-slide slide level1 center"><h1>Let’s combine Animation and Interactivity and Linking - all together!!!</h1>
<div class="fragment">
<p>In other words, what not to do!!</p>
</div>
</section><section id="disclaimer-not-recommended" class="slide level2"><h2>Disclaimer: Not recommended…</h2>
<div class="cell">
<div class="cell-output-display">
<div class="container-fluid crosstalk-bscols">
<div class="row">
<div class="col-xs-1"></div>
<div class="col-xs-1">
<div id="Season" class="form-group crosstalk-input-checkboxgroup crosstalk-input">
<label class="control-label" for="Season">Season</label>
<div class="crosstalk-options-group">
<div class="checkbox">
<label>
<input type="checkbox" name="Season" value="1"><span>1</span>
</label>
</div>
<div class="checkbox">
<label>
<input type="checkbox" name="Season" value="2"><span>2</span>
</label>
</div>
<div class="checkbox">
<label>
<input type="checkbox" name="Season" value="3"><span>3</span>
</label>
</div>
</div>
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</div>
</div>
</div>
</div>
</div>
</section><section id="so-if-you-were-planning-to-now-make-everything-animated-and-interactive" class="slide level2"><h2>So if you were planning to now make everything animated and interactive…</h2>
<p><br></p>
<div class="fragment">
<div class="quarto-figure quarto-figure-center">
<figure><p><img data-src="Images/rk_please%20stop.gif" style="width:60.0%" alt="Roy Kent saying - Please stop"></p>
</figure>
</div>
</div>
</section><section id="right-within-quarto-animation-and-interactivity-enable-you-to" class="slide level2"><h2>Right within Quarto, animation and interactivity enable you to</h2>
<p><br></p>
<div class="quarto-layout-panel">
<div class="quarto-layout-row quarto-layout-valign-top">
<div class="fragment quarto-layout-cell" style="flex-basis: 33.3%;justify-content: center;">
<p><img data-src="Images/tensed4.png" alt="Agitated Roy Kent saying what the f-ck"></p>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 33.3%;justify-content: center;">
<p><img data-src="Images/addingsb2.png" alt="Agitated Roy Kent saying what the f-ck"></p>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 33.3%;justify-content: center;">
<p><img data-src="Images/dashboard2.png" alt="Agitated Roy Kent saying what the f-ck"></p>
</div>
</div>
</div>
</section><section id="right-within-quarto-animation-and-interactivity-enable-you-to-1" class="slide level2"><h2>Right within Quarto, animation and interactivity enable you to</h2>
<p><br></p>
<div class="quarto-layout-panel">
<div class="quarto-layout-row quarto-layout-valign-top">
<div class="quarto-layout-cell" style="flex-basis: 33.3%;justify-content: center;">
<p><img data-src="Images/kidreaching3.png" alt="Agitated Roy Kent saying what the f-ck"></p>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 33.3%;justify-content: center;">
<p><img data-src="Images/legoadd.png" alt="Agitated Roy Kent saying what the f-ck"></p>
</div>
<div class="fragment quarto-layout-cell" style="flex-basis: 33.3%;justify-content: center;">
<p><img data-src="Images/driving3.png" alt="Agitated Roy Kent saying what the f-ck"></p>
</div>
</div>
</div>
</section><section id="resources" class="slide level2"><h2>Resources</h2>
<div class="columns">
<div class="column" style="width:51%;">
<div class="fragment">
<div class="callout callout-note callout-titled callout-style-default">
<div class="callout-body">
<div class="callout-title">
<div class="callout-icon-container">
<i class="callout-icon"></i>
</div>
<p><strong>Github repository for code</strong></p>
</div>
<div class="callout-content">
<p><a href="https://github.com/deepshamenghani/posit_plotly_crosstalk">Slides and plots repo</a></p>
</div>
</div>
</div>
</div>
<div class="fragment">
<div class="callout callout-tip callout-titled callout-style-default">
<div class="callout-body">
<div class="callout-title">
<div class="callout-icon-container">
<i class="callout-icon"></i>
</div>
<p><strong>RData package: “richmondway”</strong></p>
</div>
<div class="callout-content">
<p><a href="https://github.com/deepshamenghani/richmondway">devtools::install_github(“deepshamenghani/richmondway”)</a></p>
<div class="quarto-figure quarto-figure-center">
<figure><p><img data-src="Images/richmondwayhex.png" style="width:40.0%"></p>
</figure>
</div>
</div>
</div>
</div>
</div>
</div><div class="column" style="width:4%;">
</div><div class="column" style="width:45%;">
<div class="fragment">
<p><br></p>
<h3 id="linkedin-deepshamenghani"><a href="https://linkedin.com/in/deepshamenghani">LinkedIn: <span class="citation" data-cites="deepshamenghani">@deepshamenghani</span></a></h3>
<h3 id="threads-iandloveanddata"><a href="https://www.threads.net/@iandloveanddata">Threads: <span class="citation" data-cites="IandLoveandData">@IandLoveandData</span></a></h3>
<h3 id="mastodon-deepsha"><a href="https://fosstodon.org/@deepsha">Mastodon: <span class="citation" data-cites="deepsha">@deepsha</span></a></h3>
<p><br></p>
<div class="quarto-figure quarto-figure-center">
<figure><p><img data-src="Images/ted-lasso-believe.gif" style="width:80.0%" alt="Ted Lasso pointing to a sign that says - Believe"></p>
</figure>
</div>
</div>
</div>
</div>
<p><img src="Images/posit-logo-fullcolor-TM.png" class="slide-logo"></p>
<div class="footer footer-default">
<p><a href="https://bit.ly/deepsha">https://bit.ly/deepsha</a></p>
</div>
</section></section>
</div>
</div>
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