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03_get_tweeters_examples.html
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03_get_tweeters_examples.html
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<!DOCTYPE html>
<html lang="en"><head>
<meta charset="utf-8">
<meta name="generator" content="quarto-0.9.165">
<meta name="author" content="Christopher Barrie">
<title>Using APIs</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="03_get_tweeters_examples_files/libs/revealjs/dist/reset.css">
<link rel="stylesheet" href="03_get_tweeters_examples_files/libs/revealjs/dist/reveal.css">
<style>
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
span.underline{text-decoration: underline;}
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div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
ul.task-list{list-style: none;}
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.callout {
margin-top: 1em;
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<body>
<div class="reveal">
<div class="slides">
<section id="title-slide" class="center">
<h1 class="title">Using APIs</h1>
<p class="subtitle">SICSS, 2022</p>
<p class="author">Christopher Barrie</p>
</section>
<section id="introduction" class="slide level2">
<h2>Introduction</h2>
<ul>
<li>Why get tweet<em>ers</em>?
<ul>
<li>Get network characteristics</li>
<li>Get user demographics</li>
<li>Linked survey designs</li>
</ul></li>
</ul>
</section>
<section id="introduction-1" class="slide level2">
<h2>Introduction</h2>
<ul>
<li>Why get tweet<em>ers</em>?
<ul>
<li>Get network characteristics</li>
<li><strong>Get user demographics</strong></li>
<li>Linked survey designs</li>
</ul></li>
</ul>
</section>
<section id="getting-tweeters-example" class="slide level2">
<h2>Getting tweeters example</h2>
<ul>
<li>As alternative to survey: <a href="https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0259972" class="uri">https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0259972</a></li>
</ul>
<p><img data-src="images/geolocwm.png"><br>
</p>
</section>
<section id="geolocating" class="slide level2">
<h2>Geolocating</h2>
<p><img data-src="images/geolocwm2.png"><br>
</p>
</section>
<section id="getting-ideology" class="slide level2">
<h2>Getting ideology</h2>
<ul>
<li>Using <code>tweetscores</code></li>
</ul>
<p><img data-src="images/wmfol.png"><br>
</p>
</section>
<section id="getting-demographics" class="slide level2">
<h2>Getting demographics</h2>
<ul>
<li>Using <code>M3</code> algorithm</li>
</ul>
<p><a href="https://github.com/euagendas/m3inference" class="uri">https://github.com/euagendas/m3inference</a></p>
</section>
<section id="comparing-to-ground-truth" class="slide level2">
<h2>Comparing to ground truth</h2>
<p><img data-src="images/ideowm.png"><br>
</p>
</section>
<section id="limitations" class="slide level2">
<h2>Limitations</h2>
<ul>
<li>Measurement (estimation) error</li>
<li>Bias…?
<ul>
<li><p>Offline versus online populations</p></li>
<li><p>Geolocation bias (?)</p></li>
</ul></li>
<li>Other applications…?</li>
</ul>
</section>
<section id="group-work" class="slide level2">
<h2>Group work</h2>
<ol type="1">
<li>Come up with a question answerable using <code>get_user_followers()</code> or <code>get_user_following()</code></li>
<li>Formulate code needed to request that data</li>
<li>(If access granted) make the API call to get data</li>
<li>Consider limitations + design considerations</li>
</ol>
<div class="footer footer-default">
</div>
</section>
</div>
</div>
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