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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="generator" content="pandoc">
<title>Software Carpentry: R for reproducible scientific analysis</title>
<link rel="shortcut icon" type="image/x-icon" href="/favicon.ico" />
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<link rel="alternate" type="application/rss+xml" title="Software Carpentry Blog" href="http://software-carpentry.org/feed.xml"/>
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</head>
<body class="lesson">
<div class="container card">
<div class="banner">
<a href="http://software-carpentry.org" title="Software Carpentry">
<img alt="Software Carpentry banner" src="img/software-carpentry-banner.png" />
</a>
</div>
<article>
<div class="row">
<div class="col-md-10 col-md-offset-1">
<h1 class="title">R for reproducible scientific analysis</h1>
<p><strong>Introduction to R for social scientists using the Gapminder dataset</strong></p>
<p>This is a two-day intensive introduction to modern computational techniques for data management, analysis, and visualization with an emphasis on the programming language R. The course assumes no prior programming knowledge. By the end of the workshop, participants will be able to efficiently organize and clean data, manipulate data frames, estimate and work with statistical models, produce a variety of publication-quality plots, and compose dynamic documents that integrate writing, code, and code output.</p>
<h3 id="topics">Topics</h3>
<h4 id="data-management">Data Management</h4>
<ol style="list-style-type: decimal">
<li><a href="https://www.dropbox.com/sh/h8wew89uy22w8yd/AAA0AO4vGoEuBsCZnvYPtZH0a?dl=0">Spreadsheets</a></li>
<li><a href="https://www.dropbox.com/sh/ajj02pi61cmd41g/AAC47QAQHlw8EHufgowHYJpla?dl=0">OpenRefine</a></li>
</ol>
<h4 id="r">R</h4>
<ol style="list-style-type: decimal">
<li><a href="01-intro-r-rstudio.html">Introduction to R and RStudio</a></li>
<li><a href="02-project-intro.html">Project Management</a></li>
<li><a href="03-data-types-subsetting.html">Data types and subsetting</a></li>
<li><a href="04-ggplot.html">Plotting</a></li>
<li><a href="05-dplyr-single-table.html">Data.frame Manipulation</a></li>
<li><a href="06-tidy-data.html">Tidy Data</a></li>
<li><a href="09-regression.html">Statistical Modeling</a></li>
<li><a href="08-knitr.html">Dynamic Documents</a></li>
<li><a href="10-capstone.html">Capstone Project</a>
<ul>
<li><a href="11-capstone_solutions.html">Solutions to Capstone Project</a></li>
</ul></li>
</ol>
<h4 id="bonus-topics">Bonus Topics</h4>
<p><em>These materials won’t be taught in this lesson but can be done independently.</em></p>
<ol style="list-style-type: decimal">
<li><a href="12-joins.html">Multi-table Joins</a></li>
<li><a href="07-functions.html">Writing Functions</a></li>
</ol>
</div>
</div>
</article>
<div class="footer">
<a class="label swc-blue-bg" href="http://software-carpentry.org">Software Carpentry</a>
<a class="label swc-blue-bg" href="https://github.com/swcarpentry/lesson-template">Source</a>
<a class="label swc-blue-bg" href="mailto:[email protected]">Contact</a>
<a class="label swc-blue-bg" href="LICENSE.html">License</a>
</div>
</div>
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