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Maps and datasets

Explore authoritative geospatial data to visualize and analyze population variables such as race and ethnicity, internet access by age and race, race with highest median income, disability status, and more.

Map of New York City with areas shaded in different colors


Applications can help aid better understanding and decision-making related to racial equity in your community or organization. Use these examples to get ideas on how you can create applications to address racial equity.

A city map with circles of various sizes and a redlining map


Explore GIS best practices, educational and training materials, templates, and how-to articles to help develop GIS skills relevant to racial equity. Explore Learn Lessons that walk you step-by-step through workflows to teach valuable skills.

Black woman examining a digital map on a laptop computer

Racial equity articles, news, and more

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