Data Catalog

Explore millions of validated and normalized indicators across demographics, housing, health, employment, income, education, environment, and more. PolicyMap data is structured to support modern analytical workflows including AI model development, feature engineering, validation, forecasting, and large-scale analysis.

Browse the data catalog below to find the variables you need. Search by keyword, explore datasets by data family or source, or identify indicators available for specific geographies. Contact sales for more information.

  • Demographics – Age

    Source: Census – Census & PolicyMap

  • Demographics – Elections

    Source: Census – US Election Atlas

  • Demographics – Foreign Born Population, Immigration

    Source: Census – Census & PolicyMap – Department of Homeland Security

  • Demographics – Homelessness

    Source: HUD

  • Demographics – Households, Families, Householders

    Source: Census

  • Demographics – Language

    Source: Census – Census & PolicyMap

  • Demographics – Migration

    Source: Census – IRS Statistics of Income – Migration Data

  • Demographics – People with Disabilities

    Source: Census – Social Security Administration

  • Demographics – Population

    Source: Census

  • Demographics – Race, Ethnicity, Diversity

    Source: Census – Census & PolicyMap

  • Demographics – Religion

    Source: ASARB

  • Demographics – Sex

    Source: Census

  • Demographics – Veterans

    Source: Census

  • Economy – Business Vacancy

    Source: Valassis Lists

  • Economy – Economy Locations

    Source: Energy Information Administration (EIA) – InBIA – SBA – USDOT

  • Economy – Employment and Unemployment

    Source: BLS – Census

  • Economy – Government Spending

    Source: USASpending.gov

  • Economy – Infrastructure

    Source: Census – Energy Information Administration (EIA) – USDOT

  • Economy – Job and Worker Accessibility

    Source: EPA Smart Location Database

  • Economy – Jobs and Industries

    Source: BLS Quarterly Census of Employment and Wages – Census – County Business Patterns – EPA Smart Location Database – LEHD

  • Economy – Small Business and Startups

    Source: Census BDS – InBIA – LEHD – SBA

  • Economy – Workforce Characteristics (By Employment)

    Source: LEHD

  • Economy – Workforce Characteristics (By Residence)

    Source: Census – LEHD

  • Education – Cost of College

    Source: PolicyMap and NCES – TICAS

  • Education – Educational Attainment

    Source: Census

  • Education – Education Locations

    Source: CRDC – HeadStart – IMLS – National Center for Education Statistics – NCES – Niche.com

  • Education – School District Statistics

    Source: Census Public School Finance Data – Census SAIPE – National Center for Education Statistics – NCES CCD – US Department of Education

  • Education – School Enrollment

    Source: Census

  • Education – School Rating Performance

    Source: Niche.com – Niche & PolicyMap

  • Federal Guidelines – Additional CDFI Fund Programs

    Source: CDFI Fund – US Dept of Treasury

  • Federal Guidelines – Additional Federal Guidelines

    Source: CDFI Fund – CDFI Fund and PolicyMap – Census – CFPB – FFIEC CRA – SBA – USDA – USDA RBS

  • Federal Guidelines – CDFI Fund New Markets Tax Credit (NMTC) Eligibility

    Source: CDFI Fund and PolicyMap – EPA CIMC – HRSA – SBA – USDA

  • Federal Guidelines – Census Bureau

    Source: Census – Census & PolicyMap

  • Federal Guidelines – Climate and Economic Justice Screening Tool (CEJST)

    Source: Climate and Economic Justice Screening Tool

  • Federal Guidelines – Federal Housing and Subsidy Locations

    Source: HUD – HUD MF Contracts – HUD REAC – HUDs Picture of Subsidized Households – NPS – PolicyMap – USDA RHS

  • Federal Guidelines – FEMA Disaster Declarations

    Source: FEMA

  • Federal Guidelines – Housing and Urban Development

    Source: HUD

  • Federal Guidelines – NMTC Investments

    Source: CDFI Fund

  • Federal Guidelines – Small Business Loan Locations and Development Centers

    Source: SBA

  • Health – Access to Medical Care

    Source: CDC_PLACES – Census ACS (2014-2018) – HRSA – CMS – County Business Patterns – Data Axle – Health and Resources Service Administration (HRSA) – HRSA FORHP – Kaiser Health News – PolicyMap & CDC BRFSS – USDA

  • Health – Behavioral Health

    Source: CDC – CDC_PLACES – CMS – County Business Patterns – HCUP – Health and Resources Service Administration (HRSA) – HRSA – PolicyMap & CDC BRFSS – SAMHSA

  • Health – Costs and Insurance

    Source: Census – CMS – PolicyMap and Quantitative Innovations – Urban Institute

  • Health – Dental and Oral Health

    Source: CDC_PLACES – CMS – County Business Patterns – Health and Resources Service Administration (HRSA) – HRSA – PolicyMap and Quantitative Innovations

  • Health – Food Access

    Source: Based on NielsenIQ TDLinx – Census – Census SAIPE – County Business Patterns – Reinvestment Fund – USDA

  • Health – Food Access Locations

    Source: Based on NielsenIQ TDLinx – USDA

  • Health – Health Conditions

    Source: CDC – CDC_PLACES – CDC & PolicyMap – CMS – CMS & PolicyMap – NAACCR – PolicyMap & CDC BRFSS

  • Health – Health Facility Locations

    Source: AHRQ – CMS – CMS & HRSA – Data Axle – HRSA – SAMHSA

  • Health – Risk Factors

    Source: CDC – CDC_PLACES – CMS – HCUP – PolicyMap & CDC BRFSS – Surgo Ventures – University of Wisconsin – USDA – WSDOH – Vox Media – & PolicyMap

  • Health – Vital Statistics

    Source: CDC

  • Housing – Affordability and Cost Burdens

    Source: Census – PolicyMap – and HUD

  • Housing – Flood Risk

    Source: FEMA

  • Housing – Homelessness

    Source: County Business Patterns – HUD

  • Housing – Homeowners and Renters

    Source: Census – Census & PolicyMap – PolicyMap and ACS

  • Housing – Home Sales

    Source: Black Knight – Federal Housing Finance Agency (FHFA)

  • Housing – Home Values

    Source: Census

  • Housing – Household Turnover

    Source: Census

  • Housing – Housing Locations

    Source: CDFI Fund – HUD – HUD MF Contracts – HUD REAC – HUDs Picture of Subsidized Households – PolicyMap – NPS – USDA RHS

  • Housing – Moody’s Analytics–Housing Gap Estimate

    Source: Moody’s Analytics – Reinvestment Fund – and PolicyMap

  • Housing – Property Tax

    Source: Census – Census ACS – IRS

  • Housing – Rents and Rental Units

    Source: Census – HUD

  • Housing – Residential Buildings and Quality

    Source: Census – PolicyMap – FRB Philadelphia – Gordian – U.S. Census Bureau Residential Construction Branch – WSDOH – Vox Media – & PolicyMap

  • Housing – Subsidized Housing

    Source: CDFI Fund – HUD – HUD MF Contracts – HUD REAC – HUDs Picture of Subsidized Households – USDA RHS

  • Housing – USDA Rural Housing

    Source: USDA RHS

  • Housing – Vacancy

    Source: Census – Valassis Lists

  • Incomes & Spending – Affordability

    Source: Census – HUD – PolicyMap – and HUD – U.S. Department of Labor

  • Incomes & Spending – Consumer Spending Habits

    Source: PolicyMap – QI – BLS – and Census

  • Incomes & Spending – Economic Mobility

    Source: Census – Opportunity Insights

  • Incomes & Spending – Federal Tax Returns

    Source: IRS

  • Incomes & Spending – Food and Nutrition

    Source: Census – Census SAIPE – Feeding America – NCES CCD – USDA

  • Incomes & Spending – Income

    Source: Census – Opportunity Insights – HUD – Social Security Administration – U.S. Department of Labor

  • Incomes & Spending – Income Inequality (Gini Index)

    Source: Census

  • Incomes & Spending – Low and Moderate Income (Low Mod)

    Source: ACS & PolicyMap

  • Incomes & Spending – Medical Spending Estimates

    Source: PolicyMap and Quantitative Innovations

  • Incomes & Spending – Poverty

    Source: CDFI Fund – Census – Census ACS – HUD – USDA – Brown University – and PolicyMap

  • Lending – Banking Locations

    Source: FDIC – NCUA

  • Lending – CDFI Fund Locations

    Source: CDFI Fund

  • Lending – CRA, CDFI, NMTC Programs

    Source: CDFI Fund – FFIEC CRA

  • Lending – Credit Insecurity Index

    Source: Federal Reserve Bank of NY

  • Lending – Historic Lending Boundaries

    Source: University of Richmond – University of Maryland – Virginia Tech – and Johns Hopkins University

  • Lending – Mortgage Loan Denials

    Source: PolicyMap and FFIEC

  • Lending – Mortgage Loans

    Source: PolicyMap and FFIEC

  • Lending – Small Business Loan Locations

    Source: SBA

  • Lending – Small Business Loans

    Source: CRA – SBA

  • Lending – Small Farm Loans

    Source: CRA

  • Lending – Unbanked Households

    Source: FDIC

  • Quality of Life – Computer and Internet Access

    Source: Census – FCC

  • Quality of Life – Criminal Justice

    Source: Census – Opportunity Insights – FBI UCR – FBI UCR & DOJ

  • Quality of Life – Cultural Institutions

    Source: Candid – County Business Patterns – IMLS

  • Quality of Life – Energy

    Source: Census

  • Quality of Life – Environment and Disaster Risk

    Source: CDC – CDC & ATSDR – Environmental Protection Agency (EPA) – Environmental Justice Screening and Mapping Tool (EJScreen) – EPA CIMC – FEMA – University of South Carolina – US EPA

  • Quality of Life – Food Access and Local Foods

    Source: Based on NielsenIQ TDLinx – CDFI Fund and PolicyMap – County Business Patterns – Reinvestment Fund – USDA

  • Quality of Life – Parks

    Source: Trust for Public Land

  • Quality of Life – Quality of Life Locations

    Source: Based on NielsenIQ TDLinx – Candid – EPA CIMC – FEMA – IMLS – USDA – US EPA

  • Quality of Life – Transportation

    Source: Census – EPA Smart Location Database – HUD