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research.html
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<!DOCTYPE html>
<HTML lang = "en">
<HEAD>
<meta charset="UTF-8"/>
<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
<title>Research</title>
<script type="text/x-mathjax-config">
MathJax.Hub.Config({
tex2jax: {inlineMath: [['$','$'], ['\\(','\\)']]},
TeX: { equationNumbers: { autoNumber: "AMS" } }
});
</script>
<script type="text/javascript" async src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML">
</script>
<style>
pre.hljl {
border: 1px solid #ccc;
margin: 5px;
padding: 5px;
overflow-x: auto;
color: rgb(68,68,68); background-color: rgb(251,251,251); }
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pre.hljl > span.hljl-ld { color: rgb(148,91,176); font-style: italic; }
pre.hljl > span.hljl-s { color: rgb(201,61,57); }
pre.hljl > span.hljl-sa { color: rgb(201,61,57); }
pre.hljl > span.hljl-sb { color: rgb(201,61,57); }
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pre.hljl > span.hljl-sh { color: rgb(201,61,57); }
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pre.hljl > span.hljl-nbB { color: rgb(59,151,46); }
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</style>
<style type="text/css">
@font-face {
font-style: normal;
font-weight: 300;
}
@font-face {
font-style: normal;
font-weight: 400;
}
@font-face {
font-style: normal;
font-weight: 600;
}
html {
font-family: sans-serif; /* 1 */
-ms-text-size-adjust: 100%; /* 2 */
-webkit-text-size-adjust: 100%; /* 2 */
}
body {
margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
display: block;
}
audio,
canvas,
progress,
video {
display: inline-block; /* 1 */
vertical-align: baseline; /* 2 */
}
audio:not([controls]) {
display: none;
height: 0;
}
[hidden],
template {
display: none;
}
a:active,
a:hover {
outline: 0;
}
abbr[title] {
border-bottom: 1px dotted;
}
b,
strong {
font-weight: bold;
}
dfn {
font-style: italic;
}
h1 {
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margin: 0.67em 0;
}
mark {
background: #ff0;
color: #000;
}
small {
font-size: 80%;
}
sub,
sup {
font-size: 75%;
line-height: 0;
position: relative;
vertical-align: baseline;
}
sup {
top: -0.5em;
}
sub {
bottom: -0.25em;
}
img {
border: 0;
}
svg:not(:root) {
overflow: hidden;
}
figure {
margin: 1em 40px;
}
hr {
-moz-box-sizing: content-box;
box-sizing: content-box;
height: 0;
}
pre {
overflow: auto;
}
code,
kbd,
pre,
samp {
font-family: monospace, monospace;
font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
color: inherit; /* 1 */
font: inherit; /* 2 */
margin: 0; /* 3 */
}
button {
overflow: visible;
}
button,
select {
text-transform: none;
}
button,
html input[type="button"], /* 1 */
input[type="reset"],
input[type="submit"] {
-webkit-appearance: button; /* 2 */
cursor: pointer; /* 3 */
}
button[disabled],
html input[disabled] {
cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
border: 0;
padding: 0;
}
input {
line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
box-sizing: border-box; /* 1 */
padding: 0; /* 2 */
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
height: auto;
}
input[type="search"] {
-webkit-appearance: textfield; /* 1 */
-moz-box-sizing: content-box;
-webkit-box-sizing: content-box; /* 2 */
box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
-webkit-appearance: none;
}
fieldset {
border: 1px solid #c0c0c0;
margin: 0 2px;
padding: 0.35em 0.625em 0.75em;
}
legend {
border: 0; /* 1 */
padding: 0; /* 2 */
}
textarea {
overflow: auto;
}
optgroup {
font-weight: bold;
}
table {
font-family: monospace, monospace;
font-size : 0.8em;
border-collapse: collapse;
border-spacing: 0;
}
td,
th {
padding: 0;
}
thead th {
border-bottom: 1px solid black;
background-color: white;
}
tr:nth-child(odd){
background-color: rgb(248,248,248);
}
/*
* Skeleton V2.0.4
* Copyright 2014, Dave Gamache
* www.getskeleton.com
* Free to use under the MIT license.
* http://www.opensource.org/licenses/mit-license.php
* 12/29/2014
*/
.container {
position: relative;
width: 100%;
max-width: 960px;
margin: 0 auto;
padding: 0 20px;
box-sizing: border-box; }
.column,
.columns {
width: 100%;
float: left;
box-sizing: border-box; }
@media (min-width: 400px) {
.container {
width: 85%;
padding: 0; }
}
@media (min-width: 550px) {
.container {
width: 80%; }
.column,
.columns {
margin-left: 4%; }
.column:first-child,
.columns:first-child {
margin-left: 0; }
.one.column,
.one.columns { width: 4.66666666667%; }
.two.columns { width: 13.3333333333%; }
.three.columns { width: 22%; }
.four.columns { width: 30.6666666667%; }
.five.columns { width: 39.3333333333%; }
.six.columns { width: 48%; }
.seven.columns { width: 56.6666666667%; }
.eight.columns { width: 65.3333333333%; }
.nine.columns { width: 74.0%; }
.ten.columns { width: 82.6666666667%; }
.eleven.columns { width: 91.3333333333%; }
.twelve.columns { width: 100%; margin-left: 0; }
.one-third.column { width: 30.6666666667%; }
.two-thirds.column { width: 65.3333333333%; }
.one-half.column { width: 48%; }
/* Offsets */
.offset-by-one.column,
.offset-by-one.columns { margin-left: 8.66666666667%; }
.offset-by-two.column,
.offset-by-two.columns { margin-left: 17.3333333333%; }
.offset-by-three.column,
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.offset-by-four.column,
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.offset-by-five.column,
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.offset-by-six.column,
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.offset-by-seven.column,
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.offset-by-eight.column,
.offset-by-eight.columns { margin-left: 69.3333333333%; }
.offset-by-nine.column,
.offset-by-nine.columns { margin-left: 78.0%; }
.offset-by-ten.column,
.offset-by-ten.columns { margin-left: 86.6666666667%; }
.offset-by-eleven.column,
.offset-by-eleven.columns { margin-left: 95.3333333333%; }
.offset-by-one-third.column,
.offset-by-one-third.columns { margin-left: 34.6666666667%; }
.offset-by-two-thirds.column,
.offset-by-two-thirds.columns { margin-left: 69.3333333333%; }
.offset-by-one-half.column,
.offset-by-one-half.columns { margin-left: 52%; }
}
html {
font-size: 62.5%; }
body {
font-size: 1.5em; /* currently ems cause chrome bug misinterpreting rems on body element */
line-height: 1.6;
font-weight: 400;
font-family: "Raleway", "HelveticaNeue", "Helvetica Neue", Helvetica, Arial, sans-serif;
color: #222; }
h1, h2, h3, h4, h5, h6 {
margin-top: 0;
margin-bottom: 2rem;
font-weight: 300; }
h1 { font-size: 3.6rem; line-height: 1.2; letter-spacing: -.1rem;}
h2 { font-size: 3.4rem; line-height: 1.25; letter-spacing: -.1rem; }
h3 { font-size: 3.2rem; line-height: 1.3; letter-spacing: -.1rem; }
h4 { font-size: 2.8rem; line-height: 1.35; letter-spacing: -.08rem; }
h5 { font-size: 2.4rem; line-height: 1.5; letter-spacing: -.05rem; }
h6 { font-size: 1.5rem; line-height: 1.6; letter-spacing: 0; }
p {
margin-top: 0; }
a {
color: #1EAEDB; }
a:hover {
color: #0FA0CE; }
.button,
button,
input[type="submit"],
input[type="reset"],
input[type="button"] {
display: inline-block;
height: 38px;
padding: 0 30px;
color: #555;
text-align: center;
font-size: 11px;
font-weight: 600;
line-height: 38px;
letter-spacing: .1rem;
text-transform: uppercase;
text-decoration: none;
white-space: nowrap;
background-color: transparent;
border-radius: 4px;
border: 1px solid #bbb;
cursor: pointer;
box-sizing: border-box; }
.button:hover,
button:hover,
input[type="submit"]:hover,
input[type="reset"]:hover,
input[type="button"]:hover,
.button:focus,
button:focus,
input[type="submit"]:focus,
input[type="reset"]:focus,
input[type="button"]:focus {
color: #333;
border-color: #888;
outline: 0; }
.button.button-primary,
button.button-primary,
input[type="submit"].button-primary,
input[type="reset"].button-primary,
input[type="button"].button-primary {
color: #FFF;
background-color: #33C3F0;
border-color: #33C3F0; }
.button.button-primary:hover,
button.button-primary:hover,
input[type="submit"].button-primary:hover,
input[type="reset"].button-primary:hover,
input[type="button"].button-primary:hover,
.button.button-primary:focus,
button.button-primary:focus,
input[type="submit"].button-primary:focus,
input[type="reset"].button-primary:focus,
input[type="button"].button-primary:focus {
color: #FFF;
background-color: #1EAEDB;
border-color: #1EAEDB; }
input[type="email"],
input[type="number"],
input[type="search"],
input[type="text"],
input[type="tel"],
input[type="url"],
input[type="password"],
textarea,
select {
height: 38px;
padding: 6px 10px; /* The 6px vertically centers text on FF, ignored by Webkit */
background-color: #fff;
border: 1px solid #D1D1D1;
border-radius: 4px;
box-shadow: none;
box-sizing: border-box; }
/* Removes awkward default styles on some inputs for iOS */
input[type="email"],
input[type="number"],
input[type="search"],
input[type="text"],
input[type="tel"],
input[type="url"],
input[type="password"],
textarea {
-webkit-appearance: none;
-moz-appearance: none;
appearance: none; }
textarea {
min-height: 65px;
padding-top: 6px;
padding-bottom: 6px; }
input[type="email"]:focus,
input[type="number"]:focus,
input[type="search"]:focus,
input[type="text"]:focus,
input[type="tel"]:focus,
input[type="url"]:focus,
input[type="password"]:focus,
textarea:focus,
select:focus {
border: 1px solid #33C3F0;
outline: 0; }
label,
legend {
display: block;
margin-bottom: .5rem;
font-weight: 600; }
fieldset {
padding: 0;
border-width: 0; }
input[type="checkbox"],
input[type="radio"] {
display: inline; }
label > .label-body {
display: inline-block;
margin-left: .5rem;
font-weight: normal; }
ul {
list-style: circle; }
ol {
list-style: decimal; }
ul ul,
ul ol,
ol ol,
ol ul {
margin: 1.5rem 0 1.5rem 3rem;
font-size: 90%; }
li > p {margin : 0;}
th,
td {
padding: 12px 15px;
text-align: left;
border-bottom: 1px solid #E1E1E1; }
th:first-child,
td:first-child {
padding-left: 0; }
th:last-child,
td:last-child {
padding-right: 0; }
button,
.button {
margin-bottom: 1rem; }
input,
textarea,
select,
fieldset {
margin-bottom: 1.5rem; }
pre,
blockquote,
dl,
figure,
table,
p,
ul,
ol,
form {
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<h1 class="title">Research</h1>
<h5>Stefan Wojcik</h5>
</div>
<h1># <a href="index.html">Home</a> # <a href="research.html">Research</a> # <a href="cv.html">CV</a> # <a href="contact.html">Contact</a></h1>
<p><img src="research.jpg" alt="a descriptive caption" /></p>
<p>Please check out my <a href="https://github.com/stefanjwojcik">Github</a> for apps and code that I'm working on, and follow me on <a href="https://www.twitter.com">Twitter</a> at @stefanjwojcik.</p>
<p>My research applies data science tools and methods to social science research questions. My work involves using digital trace or social media data to understand the flow of information online, public opinion and behavior. I received my Ph.D. in political science from the University of Colorado, where I conducted research on legislative networks in Brazil. In my postdoctoral research at Northeastern and Harvard universities, my work focused on forecasting global presidential elections and tracing public opinion with social media data. My work appears in academic journals such as Science, Political Science Research and Methods, Political Research Quarterly and Legislative Studies Quarterly.</p>
<h3>Pew Research Articles</h3>
<p>I worked for 2.5 years at Pew Research Center. PRC is a fantastic organization and I received amazing training and mentorship there. They have a commitment to honest and high-quality research.</p>
<p>You can see a complete list of projects I worked on at PRC <a href="https://www.pewresearch.org/staff/stefan-wojcik/">here</a>.</p>
<ol>
<li><p><a href="https://www.pewresearch.org/internet/2019/09/05/the-challenges-of-using-machine-learning-to-identify-gender-in-images/">Machine Learning and Gender</a></p>
</li>
<li><p><a href="https://www.pewresearch.org/fact-tank/2019/08/02/10-facts-about-americans-and-twitter/">10 Facts about Americans and Twitter</a></p>
</li>
<li><p><a href="https://www.pewresearch.org/fact-tank/2019/07/15/about-one-in-five-adult-twitter-users-in-the-u-s-follow-trump/">About 1 in 5 Adults on Twitter Follow Trump</a></p>
</li>
<li><p><a href="https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/">Sizing up Twitter Users</a></p>
</li>
<li><p><a href="https://www.pewsocialtrends.org/2018/12/17/gender-and-jobs-in-online-image-searches/">Gender and Jobs in Online Searches</a></p>
</li>
<li><p><a href="https://www.pewresearch.org/fact-tank/2018/06/21/the-news-that-bots-share-on-twitter-tends-not-to-focus-on-politics/">Political News and Bots on Twitter</a></p>
</li>
<li><p><a href="https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/">Bots in the Twittersphere</a></p>
</li>
</ol>
<h3>Academic Papers</h3>
<p>I remain active on various academic research projects. Many of them involve digital trace data, computational methods, and network analysis. You can see my full publication list at <a href="https://scholar.google.com/">Google Scholar</a>.</p>
<ol>
<li><p><a href="https://www.nature.com/articles/s41467-020-20206-z">Survey and Human Computation for Improved Flu Tracking</a></p>
</li>
<li><p><a href="https://www.davidlazer.com/sites/default/files/publications/KennedyWojcikLazer2017.pdf">Improving Election Prediction Internationally</a></p>
</li>
<li><p><a href="https://onlinelibrary.wiley.com/doi/abs/10.1111/lsq.12169">Men Idle, Women Network</a></p>
</li>
<li><p><a href="https://www.aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/viewPDFInterstitial/15600/14849">Voters of the Year</a></p>
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<li><p><a href="https://pdfs.semanticscholar.org/3801/a8f965706016e3f0e48e0a30298b11b3186d.pdf">Why Legislative Networks</a></p>
</li>
<li><p><a href="https://journals.sagepub.com/doi/pdf/10.1177/1065912917722417">Do Birds of a Feather Vote Together, or is it Peer Influence?</a></p>
</li>
<li><p><a href="http://books.google.com/books?hl=en&lr=&id=sWEwDwAAQBAJ&oi=fnd&pg=PA115&dq=info:AMGmium40P0J:scholar.google.com&ots=brp0KX5jDm&sig=5fCPDGyGijF4-RzNVTC95d9y10U">Political Networks and Computational Social Science</a></p>
</li>
<li><p><a href="https://www.colorado.edu/faculty/baker/sites/default/files/attached-files/baker_and_wojcik_ipsr_website.pdf">Does democratization lower consumer prices? Regime type, prices, and the consumer–producer tradeoff</a></p>
</li>
<li><p><a href="https://dl.acm.org/doi/abs/10.1145/2818052.2874332">Gaming for science: A demo of online experiments on VolunteerScience.com</a></p>
</li>
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