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<!DOCTYPE html>

<head>

<title>Data Wrangling</title>

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<a class="navbar-brand" href="index.html">GEO 503: Spatial Data Science</a>

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<li>

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<a href="Syllabus.html">Syllabus</a>

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<li>

<a href="Schedule.html">Schedule</a>

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Content

</a>

<li>

<a href="CourseContent.html">About Course Content</a>

</li>

<li class="dropdown-header">Module 1: Introduction to R</li>

<li>

<a href="00_CourseIntroductionFrame.html">00 Course Introduction</a>

</li>

<li>

<a href="01_Rintro.html">01 First Steps</a>

</li>

<li>

<a href="02_graphics.html">02 Graphics</a>

</li>

<li>

<a href="03_DataWrangling.html">03 Data Wrangling</a>

</li>

<li>

<a href="03b_DataWrangling.html">03 Data Wrangling 2</a>

</li>

<li class="dropdown-header">Module 2: Spatial Analyses</li>

<li>

<a href="04_Spatial_with_sf.html">04 Spatial Data with sf</a>

</li>

<li>

<a href="05_Raster.html">05 Spatial Raster Data</a>

</li>

<li class="dropdown-header">Module 3: Advanced Programming</li>

<li>

<a href="06_CreatingWorkflows.html">06 Creating Workflows</a>

</li>

<li>

<a href="07_Reproducibile.html">07 Reproducible Research</a>

</li>

<li>

<a href="08_WeatherData.html">08 Weather Data Processing</a>

</li>

<li>

<a href="09_RemoteSensing_appeears.html">09 Satellite Data Processing</a>

</li>

<li>

<a href="11_ParallelProcessing.html">11 Parallel Processing</a>

</li>

<li>

<a href="12_DynamicVisualization.html">12 Dynamic Visualization</a>

</li>

<li>

<a href="13_SDM_Exercise.html">13 Species Distribution Modeling</a>

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Assignments

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Resources

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<a href="Provenance.html">Provenance</a>

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<a href="Projects_2018.html">2018 Project Drafts</a>

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<a href="Projects_2017.html">2017 Final Projects</a>

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<a href="GitSSHNotes.html">Setting up Github</a>

</li>

</ul>

</li>

</ul>

<li>

</a>

</li>

</ul>

</div>

</div>

</div>

<h1 class="title toc-ignore">Data Wrangling</h1>

<h3 class="subtitle"><em>Data Transformation (Filtering, selecting, transforming)</em></h3>

</div>

<h1>Reading</h1>

<ul>

<li>Chapters <a href="http://r4ds.had.co.nz">4-5 in R4DS</a></li>

</ul>

</div>

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