ArticleScientific data2025
MapAgora, civic opportunity datasets for the study of American local politics and public policy.
Article in Scientific data, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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1 citing paper in PubMed.
- MapAgora, civic opportunity datasets for the study of American local politics and public policy.Scientific data · 2025Article
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3 authors.
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Abstract
Civil society plays a vital role in cultivating civic skills and democratic engagement. Yet studying it at scale in the United States remains challenging due to the decentralized nature of the nonprofit organizations that constitute civil society. We introduce MapAgora, a set of five new datasets that provide a comprehensive view of civic opportunity across America. Drawing on IRS tax records and the websites of over 1.7 million nonprofit organizations, we examine whether organizations offer civic opportunities, such as membership, volunteering, public events, or civic and political action, and classify them by type (e.g., political, professional, issue-based). The de-identified organization-level dataset includes indicators of civic opportunity, organizational type, and financial status. Four additional datasets aggregate this information at the ZIP code and county levels. We validate that civic opportunity is conceptually distinct from financial resources at the organizational level, while aggregate patterns align with traditional measures of socioeconomic inequality. These datasets offer new tools for understanding civic infrastructure, local democracy, and public policy.
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