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aarhus-template.html
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aarhus-template.html
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<!DOCTYPE html>
<html lang="en"><head>
<script src="aarhus-template_files/libs/clipboard/clipboard.min.js"></script>
<script src="aarhus-template_files/libs/quarto-html/tabby.min.js"></script>
<script src="aarhus-template_files/libs/quarto-html/popper.min.js"></script>
<script src="aarhus-template_files/libs/quarto-html/tippy.umd.min.js"></script>
<link href="aarhus-template_files/libs/quarto-html/tippy.css" rel="stylesheet">
<link href="aarhus-template_files/libs/quarto-html/quarto-html.min.css" rel="stylesheet" data-mode="light">
<link href="aarhus-template_files/libs/quarto-html/quarto-syntax-highlighting-dark.css" rel="stylesheet" id="quarto-text-highlighting-styles"><meta charset="utf-8">
<meta name="generator" content="quarto-1.2.335">
<meta name="author" content="David & Natalia">
<title>DEMINOVA LAB</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="aarhus-template_files/libs/revealjs/dist/reset.css">
<link rel="stylesheet" href="aarhus-template_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 -1.6em;
vertical-align: middle;
}
</style>
<link rel="stylesheet" href="aarhus-template_files/libs/revealjs/dist/theme/quarto.css" id="theme">
<link href="aarhus-template_files/libs/revealjs/plugin/quarto-line-highlight/line-highlight.css" rel="stylesheet">
<link href="aarhus-template_files/libs/revealjs/plugin/reveal-menu/menu.css" rel="stylesheet">
<link href="aarhus-template_files/libs/revealjs/plugin/reveal-menu/quarto-menu.css" rel="stylesheet">
<link href="aarhus-template_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-captioned.callout-style-simple .callout-body {
margin-top: 0.2em;
}
.callout:not(.callout-captioned) .callout-body {
display: flex;
}
.callout:not(.no-icon).callout-captioned.callout-style-simple .callout-content {
padding-left: 1.6em;
}
.callout.callout-captioned .callout-header {
padding-top: 0.2em;
margin-bottom: -0.2em;
}
.callout.callout-captioned .callout-caption p {
margin-top: 0.5em;
margin-bottom: 0.5em;
}
.callout.callout-captioned.callout-style-simple .callout-content p {
margin-top: 0;
}
.callout.callout-captioned.callout-style-default .callout-content p {
margin-top: 0.7em;
}
.callout.callout-style-simple div.callout-caption {
border-bottom: none;
font-size: .9rem;
font-weight: 600;
opacity: 75%;
}
.callout.callout-style-default div.callout-caption {
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-caption {
display: flex
}
.callout-icon::before {
margin-top: 1rem;
padding-right: .5rem;
}
.callout.no-icon::before {
display: none !important;
}
.callout.callout-captioned .callout-body > .callout-content > :last-child {
margin-bottom: 0.5rem;
}
.callout.callout-captioned .callout-icon::before {
margin-top: .5rem;
padding-right: .5rem;
}
.callout:not(.callout-captioned) .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-caption {
background-color: #dae6fb
}
div.callout-important {
border-left-color: #d9534f !important;
}
div.callout-important .callout-icon::before {
background-image: url('data:image/png;base64,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');
}
div.callout-important.callout-style-default .callout-caption {
background-color: #f7dddc
}
div.callout-warning {
border-left-color: #f0ad4e !important;
}
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<body class="quarto-dark">
<div class="reveal">
<div class="slides">
<section id="title-slide" class="quarto-title-block center">
<h1 class="title">DEMINOVA LAB</h1>
<p class="subtitle">Meeting Report: Chile Case ⅠⅠⅠ</p>
<div class="quarto-title-authors">
<div class="quarto-title-author">
<div class="quarto-title-author-name">
David & Natalia
</div>
<p class="quarto-title-affiliation">
Department of Global Studies
</p>
</div>
</div>
<p class="date">Tuesday, the 2<sup style="font-size:40%;font-style:italic;"></sup> of May, 2023</p>
</section>
<section id="agenda" class="slide level2">
<h2>Agenda</h2>
<ul>
<li><p>Key Dates in the Social Movement of Chilean Mobilizations</p></li>
<li><p>Twitter Data: <em>1 Aug 2019 to 20 Sep 2022</em></p></li>
<li><p>Constructing a Co-occurrence Network Based on the Word <em>“Democracy”</em> in a Text Corpus</p></li>
<li><p>Merging Text (see below)</p></li>
<li><p>Visualizing Co-occurrence Frequency with Network Analysis</p></li>
</ul>
</section>
<section id="key-dates-for-chilean-mobilizations" class="slide level2">
<h2>Key dates for Chilean Mobilizations</h2>
<ul>
<li><p>Missing: <em>18 Oct 2019 (17 Oct 12:00 - 19 Oct 12:00)</em></p></li>
<li><p><em>Completed</em>:</p></li>
</ul>
<table>
<colgroup>
<col style="width: 22%">
<col style="width: 60%">
<col style="width: 17%">
</colgroup>
<thead>
<tr class="header">
<th></th>
<th>Range</th>
<th>No. Tweets</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td><strong><em>Event 1 </em></strong></td>
<td>2019-10-26, 2019-10-27</td>
<td>n = 81655</td>
</tr>
<tr class="even">
<td><strong><em>Event 2 </em></strong></td>
<td>2019-11-14, 2019-11-15, 2019-11-16</td>
<td>n = 198853</td>
</tr>
<tr class="odd">
<td><strong><em>Event 3 </em></strong></td>
<td>2020-10-24, 2020-10-25, 2020-10-26</td>
<td>n = 198853</td>
</tr>
<tr class="even">
<td><strong><em>Event 4 </em></strong></td>
<td>2021-05-14, 2021-05-15, 2021-05-16</td>
<td>n = 13207</td>
</tr>
<tr class="odd">
<td><strong><em>Event 5 </em></strong></td>
<td>2022-09-03, 2022-09-04, 2022-09-05</td>
<td>n = 172130</td>
</tr>
</tbody>
</table>
</section>
<section id="words-related-to-democracy-starting-with-democ" class="slide level2">
<h2>Words Related to <strong>“Democracy”</strong> Starting with Democ***</h2>
<ul>
<li><p>Word Selection: democracia, demócrata, demócratas, democrática,democráticas, democrático, democráticos, democráticamente, democratización, democratizaciones, democratizador, democratizadora, democratizar, democratizada, democratizadas, democratizado, and democratizados.</p></li>
<li><p>Removal Stopword: —</p></li>
</ul>
</section>
<section id="merging-synonyms" class="slide level2">
<h2>Merging Synonyms</h2>
<ul>
<li><p>[rechazo, r3ch4z0], [pais, país], [histó, historico, histórico], [chilenos, chilenas, chilen@s], [sera, será], [subsidiario, subsidiaria, subsidiariedad], [participativo, participativa]</p></li>
<li><p>[água, agua], [nuevo, nueva], [demócrata, demócratas], [democrática, democráticas, democrático, democráticos], [democratización, democratizaciones]</p></li>
</ul>
</section>
<section id="section" class="slide level2">
<h2></h2>
<ul>
<li><p>[democratizador, democratizadora], [democratizada, democratizadas, democratizado, democratizados], [Derecho, derecho, Derechos, derechos]</p></li>
<li><p>[Derecha, Derechas, derecha, derechas], [#Apruebo, Apruebo, #apruebo, apruebo], [AsambleaConstiyente, #AsambleaConstiyente, AsambleaConstituyente, #AsambleaConstituyente, asambleaconstituyente, #asambleaconstituyente]</p></li>
</ul>
</section>
<section id="reformated-dataframe" class="slide level2">
<h2>Reformated Dataframe</h2>
<div class="cell">
<div class="cell-output-display">
<table class="table" style="font-size: 18px; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> id </th>
<th style="text-align:left;"> created_at </th>
<th style="text-align:left;"> conversation_id </th>
<th style="text-align:left;"> lang </th>
<th style="text-align:left;"> possibly_sensitive </th>
<th style="text-align:left;"> entities </th>
<th style="text-align:left;"> text </th>
<th style="text-align:left;"> referenced_tweets </th>
<th style="text-align:left;"> edit_history_tweet_ids </th>
<th style="text-align:left;"> author_id </th>
<th style="text-align:left;"> public_metrics </th>
<th style="text-align:left;"> attachments </th>
<th style="text-align:left;"> geo </th>
<th style="text-align:left;"> in_reply_to_user_id </th>
<th style="text-align:left;"> withheld </th>
<th style="text-align:left;"> year </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> 1188211712727670792 </td>
<td style="text-align:left;"> 2019-10-26T21:52:02.000Z </td>
<td style="text-align:left;"> 1188211712727670792 </td>
<td style="text-align:left;"> es </td>
<td style="text-align:left;"> FALSE </td>
<td style="text-align:left;"> 3, 16, PiensaPrensa, 3517444829 </td>
<td style="text-align:left;"> RT @PiensaPrensa: AHORA mientras ciudadanos intentan agruparse y manifestarse en Plaza Italia, FFEE lanza sus bombas lacrimógenas.
Represor… </td>
<td style="text-align:left;"> retweeted , 1188187659916795904 </td>
<td style="text-align:left;"> 1188211712727670792 </td>
<td style="text-align:left;"> 144566994 </td>
<td style="text-align:left;"> 1545 </td>
<td style="text-align:left;"> NULL </td>
<td style="text-align:left;"> NULL </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> NULL </td>
<td style="text-align:left;"> 2019-10-26 </td>
</tr>
<tr>
<td style="text-align:left;"> 1188211712283074560 </td>
<td style="text-align:left;"> 2019-10-26T21:52:02.000Z </td>
<td style="text-align:left;"> 1188211712283074560 </td>
<td style="text-align:left;"> es </td>
<td style="text-align:left;"> FALSE </td>
<td style="text-align:left;"> 3, 19, NathalySeplved3, 922302808791150592 </td>
<td style="text-align:left;"> RT @NathalySeplved3: La derecha quedó tan por el suelo, tan desacreditada, tan en evidencia, que lo único que les queda es subirse al carro… </td>
<td style="text-align:left;"> retweeted , 1187916761443819520 </td>
<td style="text-align:left;"> 1188211712283074560 </td>
<td style="text-align:left;"> 1075896055076675584 </td>
<td style="text-align:left;"> 464 </td>
<td style="text-align:left;"> NULL </td>
<td style="text-align:left;"> NULL </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> NULL </td>
<td style="text-align:left;"> 2019-10-26 </td>
</tr>
<tr>
<td style="text-align:left;"> 1188211707438653440 </td>
<td style="text-align:left;"> 2019-10-26T21:52:01.000Z </td>
<td style="text-align:left;"> 1188211707438653440 </td>
<td style="text-align:left;"> es </td>
<td style="text-align:left;"> FALSE </td>
<td style="text-align:left;"> 3, 16, PiensaPrensa, 3517444829 </td>
<td style="text-align:left;"> RT @PiensaPrensa: AHORA mientras ciudadanos intentan agruparse y manifestarse en Plaza Italia, FFEE lanza sus bombas lacrimógenas.
Represor… </td>
<td style="text-align:left;"> retweeted , 1188187659916795904 </td>
<td style="text-align:left;"> 1188211707438653440 </td>
<td style="text-align:left;"> 118232037 </td>
<td style="text-align:left;"> 1545 </td>
<td style="text-align:left;"> NULL </td>
<td style="text-align:left;"> NULL </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> NULL </td>
<td style="text-align:left;"> 2019-10-26 </td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
<section id="tokenization-in-pre-trained-model" class="slide level2">
<h2>Tokenization in Pre-trained Model</h2>
<div class="cell">
<div class="cell-output-display">
<table class="table" style="font-size: 16px; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> doc_id </th>
<th style="text-align:right;"> paragraph_id </th>
<th style="text-align:right;"> sentence_id </th>
<th style="text-align:left;"> sentence </th>
<th style="text-align:left;"> token_id </th>
<th style="text-align:left;"> token </th>
<th style="text-align:left;"> lemma </th>
<th style="text-align:left;"> upos </th>
<th style="text-align:left;"> xpos </th>
<th style="text-align:left;"> feats </th>
<th style="text-align:left;"> head_token_id </th>
<th style="text-align:left;"> dep_rel </th>
<th style="text-align:left;"> deps </th>
<th style="text-align:left;"> misc </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> 144566994 </td>
<td style="text-align:right;"> 1 </td>
<td style="text-align:right;"> 1 </td>
<td style="text-align:left;"> RT @PiensaPrensa: AHORA mientras ciudadanos intentan agruparse y manifestarse en Plaza Italia, FFEE lanza sus bombas lacrimógenas. </td>
<td style="text-align:left;"> 1 </td>
<td style="text-align:left;"> RT </td>
<td style="text-align:left;"> Rt </td>
<td style="text-align:left;"> PROPN </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> Gender=Masc|Number=Sing </td>
<td style="text-align:left;"> 0 </td>
<td style="text-align:left;"> root </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> NA </td>
</tr>
<tr>
<td style="text-align:left;"> 144566994 </td>
<td style="text-align:right;"> 1 </td>
<td style="text-align:right;"> 1 </td>
<td style="text-align:left;"> RT @PiensaPrensa: AHORA mientras ciudadanos intentan agruparse y manifestarse en Plaza Italia, FFEE lanza sus bombas lacrimógenas. </td>
<td style="text-align:left;"> 2 </td>
<td style="text-align:left;"> @PiensaPrensa </td>
<td style="text-align:left;"> @PiensaPrensa </td>
<td style="text-align:left;"> PROPN </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> 1 </td>
<td style="text-align:left;"> flat </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> SpaceAfter=No </td>
</tr>
<tr>
<td style="text-align:left;"> 144566994 </td>
<td style="text-align:right;"> 1 </td>
<td style="text-align:right;"> 1 </td>
<td style="text-align:left;"> RT @PiensaPrensa: AHORA mientras ciudadanos intentan agruparse y manifestarse en Plaza Italia, FFEE lanza sus bombas lacrimógenas. </td>
<td style="text-align:left;"> 3 </td>
<td style="text-align:left;"> : </td>
<td style="text-align:left;"> : </td>
<td style="text-align:left;"> PUNCT </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> 1 </td>
<td style="text-align:left;"> punct </td>
<td style="text-align:left;"> NA </td>
<td style="text-align:left;"> NA </td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
<section id="visualizing-co-occurrence-frequency-with-network-analysis" class="slide level2">
<h2>Visualizing Co-occurrence Frequency with Network Analysis</h2>
<ul>
<li><p>Top 30</p></li>
<li><p>Comparison: <em>Top 20 at frequency</em> and <em>Top 30 at Co-occurrenceplot</em></p></li>
<li><p>Dates: <em>18 Oct 2019</em>, <em>25 Oct 2019</em> and <em>15 Nov 2019</em></p></li>
</ul>
</section>
<section>
<section id="event-1" class="title-slide slide level1 center">
<h1>Event 1:</h1>
<ul>
<li><p>Dataframe: Top 20 Co-occurrence</p></li>
<li><p>Co-occurrence Network: <em>2019-10-26 and 2019-10-27 (n = 81655)</em></p></li>
</ul>
</section>
<section id="top-20-dataframe" class="slide level2">
<h2>Top 20 Dataframe</h2>
<div class="cell">
<div class="cell-output-display">
<table class="table" style="font-size: 16px; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> term1 </th>
<th style="text-align:left;"> term2 </th>
<th style="text-align:right;"> Co-Occurrence Windows </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> Constitución </td>
<td style="text-align:left;"> democrática </td>
<td style="text-align:right;"> 24 </td>
</tr>
<tr>
<td style="text-align:left;"> años </td>
<td style="text-align:left;"> democrática </td>
<td style="text-align:right;"> 17 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> pueblo </td>
<td style="text-align:right;"> 17 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> habrá </td>
<td style="text-align:right;"> 16 </td>
</tr>
<tr>
<td style="text-align:left;"> cantantes </td>
<td style="text-align:left;"> democrática </td>
<td style="text-align:right;"> 14 </td>
</tr>
<tr>
<td style="text-align:left;"> concierto </td>
<td style="text-align:left;"> democrática </td>
<td style="text-align:right;"> 14 </td>
</tr>
<tr>
<td style="text-align:left;"> cesa </td>
<td style="text-align:left;"> democrática </td>
<td style="text-align:right;"> 13 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> Derechosbásicos </td>
<td style="text-align:right;"> 13 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> disparar </td>
<td style="text-align:right;"> 13 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> EconomíaColaborativa </td>
<td style="text-align:right;"> 13 </td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
<section id="co-occurrence-between-1-and-20" class="slide level2">
<h2>Co-occurrence between 1 and 20</h2>
<img data-src="aarhus-template_files/figure-revealjs/unnamed-chunk-15-1.png" width="960" class="r-stretch"></section></section>
<section>
<section id="event-2" class="title-slide slide level1 center">
<h1>Event 2:</h1>
<ul>
<li><p>Dataframe: Top 20 Co-occurrence</p></li>
<li><p>Co-occurrence Network: <em>2019-11-14, 2019-11-15, and 2019-11-16 (n = 198853)</em></p></li>
</ul>
</section>
<section id="top-20-dataframe-1" class="slide level2">
<h2>Top 20 Dataframe</h2>
<div class="cell">
<div class="cell-output-display">
<table class="table" style="font-size: 16px; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> term1 </th>
<th style="text-align:left;"> term2 </th>
<th style="text-align:right;"> Co-Occurrence Windows </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> Constitución </td>
<td style="text-align:left;"> democracia </td>
<td style="text-align:right;"> 1805 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> nuevo </td>
<td style="text-align:right;"> 1250 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> Derecha </td>
<td style="text-align:right;"> 1223 </td>
</tr>
<tr>
<td style="text-align:left;"> burla </td>
<td style="text-align:left;"> democracia </td>
<td style="text-align:right;"> 1208 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> propuesta </td>
<td style="text-align:right;"> 1207 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> proceso </td>
<td style="text-align:right;"> 585 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> Nueva </td>
<td style="text-align:right;"> 569 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> es </td>
<td style="text-align:right;"> 568 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> principio </td>
<td style="text-align:right;"> 562 </td>
</tr>
<tr>
<td style="text-align:left;"> básico </td>
<td style="text-align:left;"> democracia </td>
<td style="text-align:right;"> 561 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> elaboración </td>
<td style="text-align:right;"> 561 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> respetar </td>
<td style="text-align:right;"> 561 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> s </td>
<td style="text-align:right;"> 560 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> gente </td>
<td style="text-align:right;"> 406 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> Derecha </td>
<td style="text-align:right;"> 405 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> mecanismo </td>
<td style="text-align:right;"> 396 </td>
</tr>
<tr>
<td style="text-align:left;"> decida </td>
<td style="text-align:left;"> democrática </td>
<td style="text-align:right;"> 391 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> impidiendo </td>
<td style="text-align:right;"> 391 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> llamado </td>
<td style="text-align:right;"> 391 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> sigan </td>
<td style="text-align:right;"> 391 </td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
<section id="co-occurrence-between-1-and-20-1" class="slide level2">
<h2>Co-occurrence between 1 and 20</h2>
<img data-src="aarhus-template_files/figure-revealjs/unnamed-chunk-17-1.png" width="960" class="r-stretch"></section></section>
<section>
<section id="event-3" class="title-slide slide level1 center">
<h1>Event 3:</h1>
<ul>
<li><p>Dataframe: Top 20 Co-occurrence</p></li>
<li><p>Co-occurrence Network: <em>2020-10-24, 2020-10-25 and 2020-10-26 ( n = 143320)</em></p></li>
</ul>
</section>
<section id="top-20-dataframe-2" class="slide level2">
<h2>Top 20 Dataframe</h2>
<div class="cell">
<div class="cell-output-display">
<table class="table" style="font-size: 16px; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> term1 </th>
<th style="text-align:left;"> term2 </th>
<th style="text-align:right;"> Co-Occurrence Windows </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> personas </td>
<td style="text-align:right;"> 84 </td>
</tr>
<tr>
<td style="text-align:left;"> decir </td>
<td style="text-align:left;"> democracia </td>
<td style="text-align:right;"> 83 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> salga </td>
<td style="text-align:right;"> 77 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> día </td>
<td style="text-align:right;"> 73 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> votar </td>
<td style="text-align:right;"> 69 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> verdadera </td>
<td style="text-align:right;"> 65 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> importante </td>
<td style="text-align:right;"> 55 </td>
</tr>
<tr>
<td style="text-align:left;"> Constitución </td>
<td style="text-align:left;"> democracia </td>
<td style="text-align:right;"> 48 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> hay </td>
<td style="text-align:right;"> 46 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> votar </td>
<td style="text-align:right;"> 46 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> tienen </td>
<td style="text-align:right;"> 44 </td>
</tr>
<tr>
<td style="text-align:left;"> agregar </td>
<td style="text-align:left;"> democracia </td>
<td style="text-align:right;"> 43 </td>
</tr>
<tr>
<td style="text-align:left;"> construir </td>
<td style="text-align:left;"> democrática </td>
<td style="text-align:right;"> 43 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> habrá </td>
<td style="text-align:right;"> 43 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> privilegio </td>
<td style="text-align:right;"> 43 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> inclusivo </td>
<td style="text-align:right;"> 42 </td>
</tr>
<tr>
<td style="text-align:left;"> democrática </td>
<td style="text-align:left;"> fuimos </td>
<td style="text-align:right;"> 40 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> necesita </td>
<td style="text-align:right;"> 40 </td>
</tr>
<tr>
<td style="text-align:left;"> cambios </td>
<td style="text-align:left;"> democracia </td>
<td style="text-align:right;"> 39 </td>
</tr>
<tr>
<td style="text-align:left;"> años </td>
<td style="text-align:left;"> democracia </td>
<td style="text-align:right;"> 38 </td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
<section id="top-20-co-occurrence-between-1-and-20" class="slide level2">
<h2>Top 20 Co-occurrence between 1 and 20</h2>
<img data-src="aarhus-template_files/figure-revealjs/unnamed-chunk-19-1.png" width="960" class="r-stretch"></section></section>
<section>
<section id="event-4" class="title-slide slide level1 center">
<h1>Event 4:</h1>
<ul>
<li><p>Dataframe: Top 20 Co-occurrence</p></li>
<li><p>Co-occurrence Network: <em>2021-05-14, 2021-05-15 and 2021-05-16 ( n = 13207 )</em></p></li>
</ul>
</section>
<section id="top-20-dataframe-3" class="slide level2">
<h2>Top 20 Dataframe</h2>
<div class="cell">
<div class="cell-output-display">
<table class="table" style="font-size: 16px; margin-left: auto; margin-right: auto;">
<thead>
<tr>
<th style="text-align:left;"> term1 </th>
<th style="text-align:left;"> term2 </th>
<th style="text-align:right;"> Co-Occurrence Windows </th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;"> ColombiaSOS </td>
<td style="text-align:left;"> democracia </td>
<td style="text-align:right;"> 19 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> mirar </td>
<td style="text-align:right;"> 19 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> quieres </td>
<td style="text-align:right;"> 19 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> saber </td>
<td style="text-align:right;"> 19 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> vende </td>
<td style="text-align:right;"> 19 </td>
</tr>
<tr>
<td style="text-align:left;"> democracia </td>
<td style="text-align:left;"> dictadura </td>
<td style="text-align:right;"> 18 </td>
</tr>
<tr>