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<li class="task-list-item plugin-tasks-list-item" data-task-priority="normal" data-task="" data-line="0" data-task-status-name="Todo" data-task-status-type="TODO"><div class="list-bullet"></div><input class="task-list-item-checkbox" type="checkbox" data-line="0"><span class="tasks-list-text"><span class="task-description"><span>Learn about the Urban Institute's Data Portal including the Education Data Portal</span></span></span></li>
<li class="task-list-item plugin-tasks-list-item" data-task-priority="normal" data-task="" data-line="1" data-task-status-name="Todo" data-task-status-type="TODO"><div class="list-bullet"></div><input class="task-list-item-checkbox" type="checkbox" data-line="1"><span class="tasks-list-text"><span class="task-description"><span>Create and download data from the Education Portal</span></span></span></li>
<li class="task-list-item plugin-tasks-list-item" data-task-priority="normal" data-task="" data-line="2" data-task-status-name="Todo" data-task-status-type="TODO"><div class="list-bullet"></div><input class="task-list-item-checkbox" type="checkbox" data-line="2"><span class="tasks-list-text"><span class="task-description"><span>Overview of making charts using Excel and JASP</span></span></span></li>
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</ul></div><div><h1 data-heading="The Urban Institute's Education Portal" id="The_Urban_Institute's_Education_Portal">The Urban Institute's Education Portal</h1></div><div><h2 data-heading="About the data portal" id="About_the_data_portal" style="display: flex;"><div class="heading-collapse-indicator collapse-indicator collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div>About the data portal</h2></div><div><p><em>From their website</em>: The Education Data Explorer is the online download tool of the Education Data Portal. This initiative of the Urban Institute’s <a data-tooltip-position="top" aria-label="https://www.urban.org/policy-centers/center-education-data-and-policy" rel="noopener" class="external-link" href="https://www.urban.org/policy-centers/center-education-data-and-policy" target="_blank">Center on Education Data and Policy</a> draws on data from most major national data sources on schools, districts, and colleges, harmonizing variables and documentation to make it easier to look at trends and combine data. We hope this site will empower researchers, practitioners, and policymakers to generate rigorous, accurate, and actionable insights to improve student outcomes. </p></div><div><h3 data-heading="Data Sources" id="Data_Sources" style="display: flex;"><div class="heading-collapse-indicator collapse-indicator collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div>Data Sources</h3></div><div><p>The portal draws on a number of excellent data sources related to education and academic achievement, including:</p></div><div><ul class="has-list-bullet">
<li data-line="0"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://nces.ed.gov/ccd/" rel="noopener" class="external-link" href="https://nces.ed.gov/ccd/" target="_blank">Common Core of Data</a></li>
<li data-line="1"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://www.census.gov/programs-surveys/saipe.html" rel="noopener" class="external-link" href="https://www.census.gov/programs-surveys/saipe.html" target="_blank">Small Area Income and Poverty Estimates</a></li>
<li data-line="2"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://ocrdata.ed.gov/" rel="noopener" class="external-link" href="https://ocrdata.ed.gov/" target="_blank">The Civil Rights Data Collection</a></li>
<li data-line="3"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://www2.ed.gov/about/inits/ed/edfacts/index.html" rel="noopener" class="external-link" href="https://www2.ed.gov/about/inits/ed/edfacts/index.html" target="_blank">EDFacts</a></li>
<li data-line="4"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://nces.ed.gov/ipeds/" rel="noopener" class="external-link" href="https://nces.ed.gov/ipeds/" target="_blank">Integrated Postsecondary Education Data System</a></li>
<li data-line="5"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://collegescorecard.ed.gov/" rel="noopener" class="external-link" href="https://collegescorecard.ed.gov/" target="_blank">College Scorecard</a></li>
<li data-line="6"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://www.nhgis.org/" rel="noopener" class="external-link" href="https://www.nhgis.org/" target="_blank">National Historical Geographic Information System</a></li>
<li data-line="7"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://studentaid.gov/data-center" rel="noopener" class="external-link" href="https://studentaid.gov/data-center" target="_blank">Federal Student Aid</a></li>
<li data-line="8"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://www.nacubo.org/" rel="noopener" class="external-link" href="https://www.nacubo.org/" target="_blank">National Association of College and University Business Officers</a></li>
<li data-line="9"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://nccs.urban.org/" rel="noopener" class="external-link" href="https://nccs.urban.org/" target="_blank">National Center for Charitable Statistics</a></li>
<li data-line="10"><div class="list-bullet"></div><a data-tooltip-position="top" aria-label="https://www.urban.org/research/publication/model-estimates-poverty-schools" rel="noopener" class="external-link" href="https://www.urban.org/research/publication/model-estimates-poverty-schools" target="_blank">Model Estimates of Poverty in Schools (MEPS)</a></li>
</ul></div><div><p>You should check out these various datasets at your convenience. I have used the Civil Rights Data Collection to analyze student discipline by race/ethnicity. Read my analysis on <a data-href="school discipline by race" href="school discipline by race" class="internal-link is-unresolved" target="_self" rel="noopener">school discipline by race</a> here.</p></div><div><h2 data-heading="Downloading & Analyzing Data from the Education Portal" id="Downloading_&_Analyzing_Data_from_the_Education_Portal" style="display: flex;"><div class="heading-collapse-indicator collapse-indicator collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div>Downloading & Analyzing Data from the Education Portal</h2></div><div><h3 data-heading="Downloading data" id="Downloading_data" style="display: flex;"><div class="heading-collapse-indicator collapse-indicator collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div>Downloading data</h3></div><div><p>We are going to use the <a data-tooltip-position="top" aria-label="https://educationdata.urban.org/data-explorer" rel="noopener" class="external-link" href="https://educationdata.urban.org/data-explorer" target="_blank">Education Data Explorer</a> to create a subset of data that we can analyze and map!</p></div><div><ul class="has-list-bullet">
<li data-line="0"><div class="list-bullet"></div>
<p>Click the 'Get Started' button to begin<br>
<span width="200" alt="Pasted image 20230806073341.png" src="Pasted image 20230806073341.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806073341.png" width="200" src="pasted-image-20230806073341.png"></span></p>
</li>
<li data-line="3"><div class="list-bullet"></div>
<p>Click on K-12<br>
<span width="500" alt="Pasted image 20230806073522.png" src="Pasted image 20230806073522.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806073522.png" width="500" src="pasted-image-20230806073522.png"></span></p>
</li>
<li data-line="6"><div class="list-bullet"></div>
<p>Click Schools<br>
<span width="500" alt="Pasted image 20230806073617.png" src="Pasted image 20230806073617.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806073617.png" width="500" src="pasted-image-20230806073617.png"></span></p>
</li>
<li data-line="9"><div class="list-bullet"></div>
<p>Select Ohio & leave the timeframe as it is<br>
<span width="600" alt="Pasted image 20230806073700.png" src="Pasted image 20230806073700.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806073700.png" width="600" src="pasted-image-20230806073700.png"></span></p>
</li>
<li data-line="11"><div class="list-bullet"></div>
<p>Make sure the tab by "All Schools" says "Yes", click "Next"<br>
<span alt="Pasted image 20230806073821.png" src="Pasted image 20230806073821.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806073821.png" src="pasted-image-20230806073821.png"></span></p>
</li>
<li data-line="13"><div class="list-bullet"></div>
<p>Under School Characteristics select "School level" & "Enrollment" (<strong>do NOT click "Next" yet)</strong><br>
<span width="750" alt="Pasted image 20230806073927.png" src="Pasted image 20230806073927.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806073927.png" width="750" src="pasted-image-20230806073927.png"></span></p>
</li>
<li data-line="16"><div class="list-bullet"></div>
<p>Click "Geographic and identification information" and select latitude and longitude of the institution<br>
<span alt="Pasted image 20230806074152.png" src="Pasted image 20230806074152.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806074152.png" src="pasted-image-20230806074152.png"></span></p>
</li>
<li data-line="19"><div class="list-bullet"></div>
<p>Click Discipline and select 'Students who received one or more in-school suspensions"</p>
</li>
</ul></div><div><p><span width="500" alt="Pasted image 20230806074230.png" src="Pasted image 20230806074230.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806074230.png" width="500" src="pasted-image-20230806074230.png"></span></p></div><div><ul class="has-list-bullet">
<li data-line="0"><div class="list-bullet"></div>
<p>Click Assessments and then 'Share of students scoring proficient on a reading or language arts assessment' and math<br>
<span width="500" alt="Pasted image 20230806075602.png" src="Pasted image 20230806075602.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806075602.png" width="500" src="pasted-image-20230806075602.png"></span></p>
</li>
<li data-line="4"><div class="list-bullet"></div>
<p>Click "Next" and review the query. If it looks OK click on the "Generate Data" button<br>
<span width="400" alt="Pasted image 20230806074517.png" src="Pasted image 20230806074517.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806074517.png" width="400" src="pasted-image-20230806074517.png"></span></p>
</li>
<li data-line="7"><div class="list-bullet"></div>
<p>After a couple of minutes you will see links to the data appear on the webpage<br>
<span alt="Pasted image 20230806074625.png" src="Pasted image 20230806074625.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806074625.png" src="pasted-image-20230806074625.png"></span></p>
</li>
<li data-line="9"><div class="list-bullet"></div>
<p>Click on the zip file link to download the data. The zip file contains the data dictionary and the data we will analyze.</p>
</li>
</ul></div><div><h3 data-heading="Analyzing Data" id="Analyzing_Data" style="display: flex;"><div class="heading-collapse-indicator collapse-indicator collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div>Analyzing Data</h3></div><div><ul class="has-list-bullet">
<li data-line="0"><div class="list-bullet"></div>Unzip the file you just downloaded</li>
<li data-line="1"><div class="list-bullet"></div>Open the data dictionary</li>
<li data-line="2"><div class="list-bullet"></div>Open the data in Excel</li>
<li data-line="3"><div class="list-bullet"></div><div class="list-collapse-indicator collapse-indicator collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div>We are going to make a scatterplot of math achievement by English language achievement using Excel
<ul class="has-list-bullet">
<li data-line="4"><div class="list-bullet"></div>We need to clean up the data before making the chart</li>
<li data-line="5"><div class="list-bullet"></div>See if you can identify what needs to be addressed before attempting to analyze the data</li>
</ul>
</li>
<li data-line="6"><div class="list-bullet"></div>Then we will open the file in JASP and make a scatterplot of math achievement by English language achievement by school type</li>
<li data-line="7"><div class="list-bullet"></div>You should have the following plots at the end of this</li>
</ul></div><div><p><span width="600" alt="Pasted image 20230806083140.png" src="Pasted image 20230806083140.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806083140.png" width="600" src="pasted-image-20230806083140.png"></span></p></div><div><ul class="has-list-bullet">
<li data-line="0"><div class="list-bullet"></div>In JASP, I can make a nice plot that conditions the relationship by school level. Open the JASP file called <mark>EducationDataPortal_08.06.2023_Schools.jasp</mark> to see how I made this scatterplot. We will learn more about this during <a data-href="Day 2" href="day-2.html" class="internal-link" target="_self" rel="noopener">Day 2</a>.</li>
</ul></div><div><p><span width="600" alt="Pasted image 20230806082940.png" src="Pasted image 20230806082940.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806082940.png" width="600" src="pasted-image-20230806082940.png"></span></p></div><div><hr></div><div><h4 data-heading="❓ Your turn" id="❓_Your_turn" style="display: flex;"><div class="heading-collapse-indicator collapse-indicator collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div>❓ Your turn</h4></div><div><ul class="contains-task-list has-list-bullet">
<li class="task-list-item plugin-tasks-list-item" data-task-priority="normal" data-task="" data-line="0" data-task-status-name="Todo" data-task-status-type="TODO"><div class="list-bullet"></div><input class="task-list-item-checkbox" type="checkbox" data-line="0"><span class="tasks-list-text"><span class="task-description"><span>In the JASP file click on the tab titled "In School Suspensions and Math Achievement"</span></span></span></li>
<li class="task-list-item plugin-tasks-list-item" data-task-priority="normal" data-task="" data-line="1" data-task-status-name="Todo" data-task-status-type="TODO"><div class="list-bullet"></div><input class="task-list-item-checkbox" type="checkbox" data-line="1"><span class="tasks-list-text"><span class="task-description"><span>Compare and contrast the plot below with the scatterplot of English language and Math proficiency above. What do you observe?</span></span></span></li>
</ul></div><div><p><span width="600" alt="Pasted image 20230806084831.png" src="Pasted image 20230806084831.png" class="internal-embed media-embed image-embed is-loaded"><img alt="Pasted image 20230806084831.png" width="600" src="pasted-image-20230806084831.png"></span></p></div><div><hr></div><div class="mod-footer"><div class="embedded-backlinks" style="display: none;"></div></div></div></div></div><div class="sidebar-right sidebar"><div class="sidebar-content"><span class="sidebar-section-header">Interactive Graph</span><div class="graph-view-placeholder">
<div class="graph-view-container">
<div class="graph-icon graph-expand" role="button" aria-label="Expand" data-tooltip-position="top"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon lucide-arrow-up-right"><line x1="7" y1="17" x2="17" y2="7"></line><polyline points="7 7 17 7 17 17"></polyline></svg></div>
<canvas id="graph-canvas" width="512px" height="512px"></canvas>
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</div><div class="tree-container outline-tree" data-depth="0"><div class="tree-header"><span class="sidebar-section-header">Table Of Contents</span><button class="clickable-icon collapse-tree-button"><iconify-icon icon="ph:arrows-in-line-horizontal-bold" width="18px" height="18px" rotate="90deg" color="currentColor"></iconify-icon></button></div><div class="tree-scroll-area"><div class="tree-item mod-tree-heading" data-depth="1"><div class="tree-item-contents"><a class="tree-item-link" href="#In-school_suspensions_and_academic_achievement"><span class="tree-item-title">In-school suspensions and academic achievement</span></a></div><div class="tree-item-children"><div class="tree-item mod-tree-heading" data-depth="2"><div class="tree-item-contents"><a class="tree-item-link" href="#🔑_Summary_of_Key_Takeaways_for_this_Example"><span class="tree-item-title">🔑 Summary of Key Takeaways for this Example</span></a></div><div class="tree-item-children"></div></div></div></div><div class="tree-item mod-tree-heading" data-depth="1"><div class="tree-item-contents"><a class="tree-item-link" href="#The_Urban_Institute's_Education_Portal"><span class="tree-item-title">The Urban Institute's Education Portal</span></a></div><div class="tree-item-children"><div class="tree-item mod-tree-heading mod-collapsible" data-depth="2"><div class="tree-item-contents"><div class="tree-item-icon collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div><a class="tree-item-link" href="#About_the_data_portal"><span class="tree-item-title">About the data portal</span></a></div><div class="tree-item-children"><div class="tree-item mod-tree-heading" data-depth="3"><div class="tree-item-contents"><a class="tree-item-link" href="#Data_Sources"><span class="tree-item-title">Data Sources</span></a></div><div class="tree-item-children"></div></div></div></div><div class="tree-item mod-tree-heading mod-collapsible" data-depth="2"><div class="tree-item-contents"><div class="tree-item-icon collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div><a class="tree-item-link" href="#Downloading_&_Analyzing_Data_from_the_Education_Portal"><span class="tree-item-title">Downloading & Analyzing Data from the Education Portal</span></a></div><div class="tree-item-children"><div class="tree-item mod-tree-heading" data-depth="3"><div class="tree-item-contents"><a class="tree-item-link" href="#Downloading_data"><span class="tree-item-title">Downloading data</span></a></div><div class="tree-item-children"></div></div><div class="tree-item mod-tree-heading mod-collapsible" data-depth="3"><div class="tree-item-contents"><div class="tree-item-icon collapse-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="svg-icon right-triangle"><path d="M3 8L12 17L21 8"></path></svg></div><a class="tree-item-link" href="#Analyzing_Data"><span class="tree-item-title">Analyzing Data</span></a></div><div class="tree-item-children"><div class="tree-item mod-tree-heading" data-depth="4"><div class="tree-item-contents"><a class="tree-item-link" href="#❓_Your_turn"><span class="tree-item-title">❓ Your turn</span></a></div><div class="tree-item-children"></div></div></div></div></div></div></div></div></div></div></div></div></div></body></html>