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<h1 class="title toc-ignore">CalEPA Racial Equity Data Resources</h1>
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<div id="racial-equity-open-data-community"
class="section level1">
<h1>Welcome to the Open Data Community</h1>
<h4>Product of the California Environmental Protection Agency's Racial Equity Data Team</h4>
<!--- ### *Resource Repository* {style="padding-top: 0px;"} --->
<p>We are a group of environmental professionals who use the best available data to explore
and validate community experiences of environmental injustice. We
envision this community to be an open research space investigating the
data informing racial equity and environmental justice questions and
solutions. Our goals include:</p>
<ol style="list-style-type: decimal">
<li>Cultivating inclusive collaboration among groups interested in the
intersection of data science & environmental justice</li>
<li>Building online tools for the visualization & communication of
environmental justice stories</li>
<li>Transparent sharing of data analysis processes, which enables the
reproducibility of group findings</li>
<li>Serving as a data hub for environmental justice datasets</li>
</ol>
<p>This site serves as a catalog of data resources related to racial
equity and environmental justice. It is maintained and regularly updated
by the CalEPA Racial Equity Team. If you’d like to suggest a resource to
add or have general questions, please email us at <a
href="mailto:Greg.Gearheart@Waterboards.ca.gov"
class="email">Greg.Gearheart@Waterboards.ca.gov</a> or <a
href="mailto:Devan.Burke@Waterboards.ca.gov"
class="email">Devan.Burke@Waterboards.ca.gov</a>.</p>
</div>
<div>
<div id="section" class="section level1 tabset tabset-pills" style="padding-top: 30px;">
<h1>Racial Equity Data Depot</h1>
<h4>Click on each theme below to see available tools</h4>
<h1 class="tabset tabset-pills"></h1>
<div id="workforce-equity" class="section level2">
<h2>Workforce Equity</h2>
<div>These tools are specific to advancing equitable workforce recruitment and retention practices.</div>
<p>
<div class="gallerySection">
<div class="galleryItems">
<div class="galleryItem">
<a href="https://github.com/CalEPARacialEquity/ca-state-workforce-data" target="_blank"><img class="galleryItemImage" src="images/workforce_github_repo.JPG"/></a>
<a href="https://github.com/CalEPARacialEquity/ca-state-workforce-data" class="galleryItemLabel" target="_blank">Workforce GitHub Repository</a>
<div class="galleryItemDescription">Customize a slide deck featuring metadata and graphed demographics statewide and departmental workforce, hiring, and promotion.</div>
</div>
<div class="galleryItem">
<a href="https://app.powerbigov.us/view?r=eyJrIjoiN2FjODBmYjItYWEwYy00ZmQ2LWJlOGYtZDc2YmU5ZmRkMjI3IiwidCI6ImZlMTg2YTI1LTdkNDktNDFlNi05OTQxLTA1ZDIyODFkMzZjMSJ9" target="_blank"><img class="galleryItemImage" src="images/workforce_powerbi.JPG"/></a>
<a href="https://app.powerbigov.us/view?r=eyJrIjoiN2FjODBmYjItYWEwYy00ZmQ2LWJlOGYtZDc2YmU5ZmRkMjI3IiwidCI6ImZlMTg2YTI1LTdkNDktNDFlNi05OTQxLTA1ZDIyODFkMzZjMSJ9" class="galleryItemLabel" target="_blank">Power BI Workforce Data Visualization</a>
<div class="galleryItemDescription">Deep dive into workforce demographics by employee category and classification.</div>
</div>
<div class="galleryItem">
<a href="https://cawaterdatadive.shinyapps.io/Workforce-Demographics/" target="_blank"><img class="galleryItemImage" src="images/workforce_shiny.JPG"/></a>
<a href="https://cawaterdatadive.shinyapps.io/Workforce-Demographics/" class="galleryItemLabel" target="_blank">R Shiny Workforce Data Visualization</a>
<div class="galleryItemDescription">Executive overview of statewide and departmental demographics by year, with downloadable graphs.</div>
</div>
<div class="galleryItem">
<a href="https://data.ca.gov/dataset/calhr-civil-rights-data-for-gare-capital-cohort-2019" target="_blank"><img class="galleryItemImage" src="images/workforce_raw_data.JPG"/></a>
<a href="https://data.ca.gov/dataset/calhr-civil-rights-data-for-gare-capital-cohort-2019" class="galleryItemLabel" target="_blank">CalHR 5102 and 5112 Reports</a>
<div class="galleryItemDescription">State of California workforce data in machine readable structure.</div>
</div>
</div>
</div>
</div>
<div id="pollution-burden" class="section level2">
<h2>Pollution Burden</h2>
<div>Assess the vulnerability and cumulative impacts in different populations.</div>
<p>
<div class="gallerySection">
<div class="galleryItems">
<div class="galleryItem">
<a href="https://calenviroscreen-oehha.hub.arcgis.com/" target="_blank"><img class="galleryItemImage" src="images/calenviroscreen_hub.JPG"/></a>
<a href="https://calenviroscreen-oehha.hub.arcgis.com/" class="galleryItemLabel" target="_blank">CalEnviroScreen</a>
<div class="galleryItemDescription">Mapping tool to help identify California communities that are most affected by many sources of pollution.</div>
</div>
<div class="galleryItem">
<a href="https://storymaps.arcgis.com/stories/f167b251809c43778a2f9f040f43d2f5" target="_blank"><img class="galleryItemImage" src="images/holc-scan_snip.jpg"/></a>
<a href="https://storymaps.arcgis.com/stories/f167b251809c43778a2f9f040f43d2f5" class="galleryItemLabel" target="_blank">Pollution and Prejudice Story Map</a>
<div class="galleryItemDescription">Discover the connection between racist land use practices of the 1930s and the persistence of environmental injustice.</div>
</div>
<div class="galleryItem">
<a href="https://www.epa.gov/ejscreen" target="_blank"><img class="galleryItemImage" src="images/ejscreen.JPG"/></a>
<a href="https://www.epa.gov/ejscreen" class="galleryItemLabel" target="_blank">EJ Screen</a>
<div class="galleryItemDescription">Environmental justice mapping and screening tool developed by EPA, combining environmental and demographic indicators.</div>
</div>
<div class="galleryItem">
<a href="https://cawaterdatadive.shinyapps.io/Redline-Mapping/" target="_blank"><img class="galleryItemImage" src="images/redlining_shiny.JPG"/></a>
<a href="https://cawaterdatadive.shinyapps.io/Redline-Mapping/" class="galleryItemLabel" target="_blank">California’s Redlined Communities</a>
<div class="galleryItemDescription">Interactive application to investigate how redlined communities are still impacted by regulation and pollution burden today.</div>
</div>
<div class="galleryItem">
<a href="https://oehha.ca.gov/calenviroscreen/sb535" target="_blank"><img class="galleryItemImage" src="images/sb535.JPG"/></a>
<a href="https://oehha.ca.gov/calenviroscreen/sb535" class="galleryItemLabel" target="_blank">SB 535 Disadvantaged Communities Map</a>
<div class="galleryItemDescription">This map shows the disadvantaged communities designated by CalEPA for the purpose of Senate Bill 535.</div>
</div>
<div class="galleryItem">
<a href="https://daltare.shinyapps.io/ca-tribal-data/" target="_blank"><img class="galleryItemImage" src="images/tribal_dw_mobilehomes.JPG"/></a>
<a href="https://daltare.shinyapps.io/ca-tribal-data/" class="galleryItemLabel" target="_blank">Tribal Drinking Water in Mobile Home Parks</a>
<div class="galleryItemDescription">Identify mobile home parks and domestic wells on tribal lands in California.</div>
</div>
<div class="galleryItem">
<a href="https://trackingcalifornia.org/" target="_blank"><img class="galleryItemImage" src="images/trackingCA.JPG"/></a>
<a href="https://trackingcalifornia.org/" class="galleryItemLabel" target="_blank">Tracking California</a>
<div class="galleryItemDescription">Environmental health data and information available in web-based data query system, data displays, and web tools and services.</div>
</div>
<div class="galleryItem">
<a href="https://deltascience.shinyapps.io/Home/" target="_blank"><img class="galleryItemImage" src="images/dsp_rshiny_home.JPG"/></a>
<a href="https://deltascience.shinyapps.io/Home/" class="galleryItemLabel" target="_blank">R Shiny applications for the Sacramento San Joaquin Delta</a>
<div class="galleryItemDescription">Shiny app hosted by the Delta Science program, includes: Climate Change Social Vulnerability Map & Climate Change Flood Scenarios in the Delta.</div>
</div>
<div class="galleryItem">
<a href="https://calenviroscreen-oehha.hub.arcgis.com/apps/calenviroscreen-4-0-indicator-maps/explore" target="_blank"><img class="galleryItemImage" src="images/calenviroscreen_indicatormaps.JPG"/></a>
<a href="https://calenviroscreen-oehha.hub.arcgis.com/apps/calenviroscreen-4-0-indicator-maps/explore" class="galleryItemLabel" target="_blank">CalEnviroScreen Indicator Maps</a>
<div class="galleryItemDescription">A tool showing all indicator maps from CalEnviroScreen 4.0.</div>
</div>
<div class="galleryItem">
<a href="https://calenviroscreen-oehha.hub.arcgis.com/apps/calenviroscreen-4-0-and-race-ethnicity-analysis/explore" target="_blank"><img class="galleryItemImage" src="images/calenviroscreen_race_ethnicity.JPG"/></a>
<a href="https://calenviroscreen-oehha.hub.arcgis.com/apps/calenviroscreen-4-0-and-race-ethnicity-analysis/explore" class="galleryItemLabel" target="_blank">CalEnviroScreen Race/Ethnicity Analysis</a>
<div class="galleryItemDescription">Analysis of the relationship between CalEnviroScreen 4.0 results and race/ethnicity, which shows clear disparities with respect to the racial makeup of the communities with the highest pollution burdens and vulnerabilities.</div>
</div>
<div class="galleryItem">
<a href="https://calenviroscreen-oehha.hub.arcgis.com/apps/childrens-lead-risk-from-housing/explore" target="_blank"><img class="galleryItemImage" src="images/calenviroscreen_leadrisk.JPG"/></a>
<a href="https://calenviroscreen-oehha.hub.arcgis.com/apps/childrens-lead-risk-from-housing/explore" class="galleryItemLabel" target="_blank">Children’s Lead Risk from Housing</a>
<div class="galleryItemDescription">This map shows the Children's Lead Risk from Housing indicator in CalEnviroScreen 4.0.</div>
</div>
<div class="galleryItem">
<a href="https://webmaps.arb.ca.gov/PriorityPopulations/" target="_blank"><img class="galleryItemImage" src="images/cci_prioritypop.JPG"/></a>
<a href="https://webmaps.arb.ca.gov/PriorityPopulations/" class="galleryItemLabel" target="_blank">California Climate Investments Priority Populations Map</a>
<div class="galleryItemDescription">This map shows disadvantaged communities and low-income communities as defined for California Climate Investments. California Climate Investments is a statewide initiative that puts billions of cap-and-trade dollars to work.</div>
</div>
</div>
</div>
</div>
<div id="language-access" class="section level2">
<h2>Language Access</h2>
<div>Identify languages most spoken in areas of interest for improved outreach and community engagement outcomes.</div>
<p>
<div class="gallerySection">
<div class="galleryItems">
<div class="galleryItem">
<a href="https://app.powerbigov.us/view?r=eyJrIjoiMjc0YjQ2ZWQtZWU2OS00N2NjLTllODgtY2VhOTk3NDBkMjM2IiwidCI6ImZlMTg2YTI1LTdkNDktNDFlNi05OTQxLTA1ZDIyODFkMzZjMSJ9&pageName=ReportSection" target="_blank"><img class="galleryItemImage" src="images/language_calepa.JPG"/></a>
<a href="https://app.powerbigov.us/view?r=eyJrIjoiMjc0YjQ2ZWQtZWU2OS00N2NjLTllODgtY2VhOTk3NDBkMjM2IiwidCI6ImZlMTg2YTI1LTdkNDktNDFlNi05OTQxLTA1ZDIyODFkMzZjMSJ9&pageName=ReportSection" class="galleryItemLabel" target="_blank">Linguistic Isolation Tool (Power BI)</a>
<div class="galleryItemDescription">Linguistic isolation tool with options including percentage of California population’s speaking language/s, language per region, and % of language per region.</div>
</div>
<div class="galleryItem">
<a href="https://oehha.ca.gov/calenviroscreen/indicator/linguistic-isolation" target="_blank"><img class="galleryItemImage" src="images/language_oehha.JPG"/></a>
<a href="https://oehha.ca.gov/calenviroscreen/indicator/linguistic-isolation" class="galleryItemLabel" target="_blank">Linguistic Isolation Tool (CalEnviroScreen)</a>
<div class="galleryItemDescription">Language isolation tool showing percentage of California population’s speaking language(s).</div>
</div>
</div>
</div>
</div>
</div>
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