Data Sources

Data Sources

Source: Major Religious Families by Counties of the United States 2000 from “Religious Congregations and M…

Categories: Civic & Social Infrastructure

Source: Black Knight

Categories: Housing & Real Estate

Source: Bureau of Labor Statistics Local Area Unemployment Statistics Program

Categories: Economy, Employment & Labor

Source: Bureau of Labor Statistics Quarterly Census of Employment and Wages

Source: Community Development Financial Institutions Fund, US Department of the Treasury

Categories: Community Development & Federal Designations

Source: Community Development Financial Institutions Fund, US Department of the Treasury and PolicyMap

Categories: Community Development & Federal Designations, Economy, Employment & Labor, Structural Vulnerability …

Categories: Community Development & Federal Designations, Structural Vulnerability & Equity

Categories: Community Development & Federal Designations, Housing & Real Estate

Categories: Banking, Finance & Lending, Business Characteristics & Markets, Community Development & Federal Desi…

Source: Community Development Financial Institutions Fund, US Department of the Treasury, US Census

Categories: Community Development & Federal Designations, Income, Poverty & Wealth

Source: Census and Opportunity Insights

Categories: Criminal Justice, Income, Poverty & Wealth, Structural Vulnerability & Equity

Categories: Income, Poverty & Wealth

Categories: Demographics & Population

Source: U.S. Census American Community Survey (ACS), PolicyMap

Source: American Community Survey, PolicyMap

Categories: Demographics & Population, Structural Vulnerability & Equity

Source: U.S. Census American Community Survey (ACS), Brown University’s Longitudinal Tract Database, Polic…

Source: US Census, Census County Business Patterns

Categories: Business Characteristics & Markets

Source: 2000 U.S. Census, Summary File 3; 2010 U.S. Census Summary File 1; 2020 U.S. Census Decennial Demogr…

Categories: Cost of Living & Affordability, Demographics & Population, Economy, Employment & Labor, Education & …

Source: US Census Bureau, Geography Division

Categories: Geography

Source: LEHD Origin-Destination Employment Statistics (LODES) data, version 7; Data used by OnTheMap; Origin…

Categories: Economy, Employment & Labor, Transportation & Mobility

Source: Census Manufacturing, Mining and Construction Statistics

Source: U.S. Census Planning Database

Categories: Structural Vulnerability & Equity

Source: Census & PolicyMap: Median Age Percentile Rank

Source: Census & PolicyMap: Predominant Housing

Source: Census Public School Finance Data

Categories: Education & Childcare

Source: US Census Small Area Income and Poverty Estimates

Categories: Food, Nutrition & Agriculture, Income, Poverty & Wealth

Source: US Census Bureau

Source: Centers for Disease Control and Prevention (CDC) & Agency for Toxic Substances and Disease Registry …

Categories: Environment, Climate & Weather, Health Status & Conditions, Structural Vulnerability & Equity

Source: Centers for Disease Control and Prevention and PolicyMap

Categories: Health Status & Conditions

Source: Centers for Disease Control and Prevention

Categories: Healthcare Access & Infrastructure, Health Status & Conditions

Source: CDC: FluView

Source: Centers for Disease Control and Prevention (CDC), Agency for Toxic Substances and Disease Registry (…

Categories: Environment, Climate & Weather, Structural Vulnerability & Equity

Source: CDC National Center for Health Statistics

Categories: Demographics & Population, Education & Childcare, Healthcare Access & Infrastructure, Health Status …

Source: CDC National Center for Health Statistics, National Vital Statistics System, National Vital Statisti…

Source: CDC National Center for Health Statistics, the United States Small-area Life Expectancy Estimates Pr…

Categories: Demographics & Population, Health Status & Conditions

Source: National Center for HIV, STD and TB Prevention (NCHSTP), Division of STD/HIV Prevention

Source: Centers for Disease Control and Prevention, National Center for Injury Prevention and Control, Divis…

Source: Centers for Disease Control and Prevention (CDC)

Categories: Civic & Social Infrastructure, Food, Nutrition & Agriculture, Healthcare Access & Infrastructure, He…

Source: Centers for Disease Control and Prevention, Agency for Toxic Substances and Disease Registry

Source: Centers for Disease Control and Prevention (CDC) and National Cancer Institute (NCI)

Source: Centers for Medicare and Medicaid Services

Categories: Healthcare Access & Infrastructure

Source: Centers for Medicare & Medicaid Services (CMS)

Source: Centers for Medicare and Medicaid Services (CMS) and Health Resources Services Administration (HRSA)

Source: Centers for Medicare & Medicaid Services (CMS) and PolicyMap

Source: Office of Civil Rights, US Department of Education

Source: Claritas Prizm Premier

Source: Consumer Financial Protection Bureau (CFPB)

Categories: Banking, Finance & Lending, Community Development & Federal Designations

Source: Council on Environmental Quality, Climate and Economic Justice Screening Tool (CEJST)

Categories: Energy & Utilities, Environment, Climate & Weather, Structural Vulnerability & Equity

Source: Federal Financial Institutions Examination Council (FFIEC), US Department of Housing and Urban Devel…

Source: Dartmouth Atlas of Health Care at the Dartmouth Institute for Health Policy and Clinical Practice

Source: Agency for Healthcare Research and Quality (AHRQ)

Source: Department of Homeland Security Yearbook of Immigration Statistics

Source: US Department of Energy, Energy Information Administration (EIA), U.S. Energy Mapping System

Categories: Energy & Utilities

Categories: Environment, Climate & Weather

Source: Cleanups in my Community, US EPA

Source: Environmental Protection Agency

Categories: Civic & Social Infrastructure, Environment, Climate & Weather, Structural Vulnerability & Equity

Categories: Civic & Social Infrastructure, Environment, Climate & Weather

Source: U.S. Environmental Protection Agency

Source: FBI Crime in the United States Reports

Categories: Criminal Justice

Source: FBI Uniform Crime Reports

Source: Broadband Deployment Data from FCC Form 477

Source: Federal Deposit Insurance Corporation

Categories: Banking, Finance & Lending

Source: Federal Emergency Management Agency

Categories: Community Development & Federal Designations, Environment, Climate & Weather

Source: Federal Housing Finance Agency (FHFA), Housing Price Index datasets

Source: Federal Reserve Bank of New York

Source: Feeding America

Categories: Food, Nutrition & Agriculture

Categories: Community Development & Federal Designations, Environment, Climate & Weather, Health Status & Condit…

Categories: Environment, Climate & Weather, Health Status & Conditions

Source: CRA (Community Reinvestment Act)

Source: Head Start Locator-Office of the Administration for Children and Families Early Childhood Learning a…

Source: Healthcare Cost and Utilization Project

Categories: Geography, Healthcare Access & Infrastructure

Categories: Cost of Living & Affordability, Housing & Real Estate, Income, Poverty & Wealth

Source: Dept. Housing and Urban Development (HUD)

Categories: Community Development & Federal Designations, Economy, Employment & Labor, Income, Poverty & Wealth

Source: U.S. Dept. of Housing and Urban Development, Office of Community Planning and Development, Annual Ho…

Source: US Department of Housing and Urban Development (HUD)

Source: US Department of Housing and Urban Development (HUD) Community Renewal Initiative

Source: US Department of Housing and Urban Development Fair Market Rents

Source: Office of Community Planning and Development, US Department of Housing and Urban Development

Categories: Banking, Finance & Lending, Community Development & Federal Designations, Housing & Real Estate

Source: US Department of Housing and Urban Development Income Limits

Categories: Cost of Living & Affordability, Income, Poverty & Wealth

Source: US Department of Housing and Urban Development Location Affordability Portal

Categories: Cost of Living & Affordability, Housing & Real Estate, Income, Poverty & Wealth, Transportation & Mo…

Source: US Department of Housing and Urban Development Low-Income Housing Tax Credit (LIHTC) Database

Source: US Department of Housing and Urban Development’s A Picture of Subsidized Households

Source: US Department of Housing and Urban Development Qualified Census Tracts and Difficult Development Are…

Source: US Department of Housing and Urban Development

Categories: Housing & Real Estate, Income, Poverty & Wealth

Source: US Department of Housing and Urban Development’s Multifamily Assistance and Section 8 Contracts Da…

Source: US Department of Housing and Urban Development’s Real Estate Assessment Center (REAC)

Source: Institute of Museum and Library Services

Source: Institute of Museum and Library Services (IMLS), Office of Planning, Research and Evaluation and U.S…

Source: International Business Innovation Association

Source: IRS Statistics of Income Division, Individual Income Tax Statistics

Source: IRS Statistics of Income Division, County-to-County Migration Data Files

Source: Kaiser Health News

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

Source: Common Core of Data, National Center for Educational Statistics, provided by the US Department of Ed…

Categories: Education & Childcare, Income, Poverty & Wealth

Source: Common Core of Data, National Center for Educational Statistics, provided by the U.S. Department of …

Source: National Center for Education Statistics, Integrated Postsecondary Education Data System

Source: Private School Universe Survey (PSS), National Center for Educational Statistics, provided by the US…

Categories: Civic & Social Infrastructure, Economy, Employment & Labor, Education & Childcare

Source: National Credit Union Administration

Source: NOAA and National Weather Service

Source: Technical Preservation Services, National Park Service

Source: New York Times

Source: Based on NielsenIQ TDLinx Data

Source: PolicyMap calculation of ACS data

Categories: Demographics & Population, Housing & Real Estate

Source: 2017 and 2018 CDC Behavioral Risk Factor Surveillance System; 2010 Decennial Census; 2017 and 2018 C…

Source: PolicyMap, FFIEC

Categories: Banking, Finance & Lending, Housing & Real Estate

Source: PolicyMap, Census, HUD

Source: PolicyMap analysis of HUD and NPS data

Source: PolicyMap, NCES

Source: PolicyMap calculation of Niche data

Source: PolicyMap, Quantitative Innovations, U.S. Department of Health and Human Services Agency for Healthc…

Categories: Cost of Living & Affordability, Economy, Employment & Labor, Healthcare Access & Infrastructure

Source: PolicyMap, Quantitative Innovations, Bureau of Labor Statistics Consumer Expenditure Survey, and U.S…

Categories: Cost of Living & Affordability, Economy, Employment & Labor

Source: PolicyMap, the Federal Reserve Bank of Philadelphia, Census, Gordian

Source: Reinvestment Fund

Categories: Business Characteristics & Markets, Housing & Real Estate

Source: Small Business Administration (SBA)

Source: SSI Recipients by State and County

Source: Substance Abuse and Mental Health Services Administration (SAMHSA)

Source: Surgo Ventures

Categories: Healthcare Access & Infrastructure, Health Status & Conditions, Structural Vulnerability & Equity

Source: CollegeInSight, from the Institute for College Access and Success (TICAS)

Source: Trust for Public Land

Source: U.S. Department of Agriculture, Economic Research Service

Source: U.S. Department of Agriculture, Agricultural Marketing Service

Source: U.S. Department of Agriculture, Food and Nutrition Service

Source: USDA Rural Development, Rural Business Service

Source: USDA Rural Development, Rural Housing Service

Source: Coordinated effort between the United States Department of Agriculture-Natural Resources Conservatio…

Source: US Department of Education

Source: U.S. Department of Labor National Database of Childcare Prices

Categories: Cost of Living & Affordability, Education & Childcare

Source: Wage and Hour Division, United States Department of Labor

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

Categories: Banking, Finance & Lending, Structural Vulnerability & Equity

Source: University of South Carolina Hazards and Vulnerability Research Institute

Source: University of Wisconsin School of Medicine and Public Health (UWSMPH) Center for Health Disparities …

Source: Urban Institute

Categories: Banking, Finance & Lending, Healthcare Access & Infrastructure

Source: USAspending.gov

Source: U.S. Department of Energy, Argonne National Laboratory

Categories: Transportation & Mobility

Source: U.S. Department of Energy, National Energy Technology Laboratory

Source: U.S. Department of Transportation

Categories: Housing & Real Estate, Transportation & Mobility

Source: Dave Leip’s Atlas of U.S. Presidential Elections

Source: United States Small Business Administration

Source: Valassis Lists

Source: Washington State Department of Health, Vox Media, PolicyMap

Recommended articles