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.
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The PolicyMap Data Catalog groups data into data families. Click one of the topic areas above to see the associated data families.
Showing – data families
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Clean Energy Tax Incentives – Energy Communities
Curated CollectionSource: EPA CIMC – U.S. Department of Energy – National Energy Technology Laboratory (NETL)
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Clean Energy Tax Incentives – Other Tax Credit Eligibility
Curated CollectionSource: ACS & PolicyMap – Census – HUD – HUD MF Contracts – HUD REAC – HUDs Picture of Subsidized Households – USDA RHS – U.S. Department of Energy – Argonne National Laboratory
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Demographics – Age
Source: Census – Census & PolicyMap
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Demographics – Elections
Source: Census – US Election Atlas
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Demographics – Foreign Born Population, Immigration
Source: Census – Census & PolicyMap – Department of Homeland Security
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Demographics – Homelessness
Source: HUD
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Demographics – Households, Families, Householders
Source: Census
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Demographics – Language
Source: Census – Census & PolicyMap
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Demographics – Migration
Source: Census – IRS Statistics of Income – Migration Data
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Demographics – People with Disabilities
Source: Census – Social Security Administration
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Demographics – Population
Source: Census
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Demographics – Race, Ethnicity, Diversity
Source: Census – Census & PolicyMap
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Demographics – Religion
Source: ASARB
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Demographics – Sex
Source: Census
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Demographics – Veterans
Source: Census
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Economy – Business Vacancy
Source: Valassis Lists
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Economy – Economy Locations
Source: Energy Information Administration (EIA) – InBIA – SBA – USDOT
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Economy – Employment and Unemployment
Source: BLS – Census
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Economy – Government Spending
Source: USASpending.gov
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Economy – Infrastructure
Source: Census – Energy Information Administration (EIA) – USDOT
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Economy – Job and Worker Accessibility
Source: EPA Smart Location Database
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Economy – Jobs and Industries
Source: BLS Quarterly Census of Employment and Wages – Census – County Business Patterns – EPA Smart Location Database – LEHD
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Economy – Small Business and Startups
Source: Census BDS – InBIA – LEHD – SBA
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Economy – Workforce Characteristics (By Employment)
Source: LEHD
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Economy – Workforce Characteristics (By Residence)
Source: Census – LEHD
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Education – Cost of College
Source: PolicyMap and NCES – TICAS
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Education – Early Childhood Education
Source: Census – HeadStart
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Education – Educational Attainment
Source: Census
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Education – Education Locations
Source: CRDC – HeadStart – IMLS – National Center for Education Statistics – NCES – Niche.com
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Education – School District Statistics
Source: Census Public School Finance Data – Census SAIPE – National Center for Education Statistics – NCES CCD – US Department of Education
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Education – School Enrollment
Source: Census
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Education – School Rating Performance
Source: Niche.com – Niche & PolicyMap
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Federal Guidelines – Additional CDFI Fund Programs
Source: CDFI Fund – US Dept of Treasury – U.S. Department of the Treasury
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Federal Guidelines – Additional Federal Guidelines
Source: CDFI Fund – CDFI Fund and PolicyMap – Census – CFPB – FFIEC CRA – SBA – USDA – USDA RBS
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Federal Guidelines – CDFI Fund New Markets Tax Credit (NMTC) Eligibility
Source: CDFI Fund and PolicyMap – EPA CIMC – HRSA – SBA – USDA
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Federal Guidelines – Census Bureau
Source: Census – Census & PolicyMap
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Federal Guidelines – Climate and Economic Justice Screening Tool (CEJST)
Source: Climate and Economic Justice Screening Tool
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Federal Guidelines – Federal Housing and Subsidy Locations
Source: HUD – HUD MF Contracts – HUD REAC – HUDs Picture of Subsidized Households – NPS – PolicyMap – USDA RHS
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Federal Guidelines – FEMA Disaster Declarations
Source: FEMA
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Federal Guidelines – Housing and Urban Development
Source: HUD
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Federal Guidelines – NMTC Investments
Source: CDFI Fund
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Federal Guidelines – Small Business Loan Locations and Development Centers
Source: SBA
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Health – Access to Medical Care
Source: BLS Occupation Employment and Wage Statistics – CDC_PLACES – Census ACS (2014-2018) – HRSA – CMS – CMS NPPES – County Business Patterns – Data Axle – Health and Resources Service Administration (HRSA) – HRSA FORHP – Kaiser Health News – PolicyMap & CDC BRFSS – USDA
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Health – Behavioral Health
Source: CDC – CDC_PLACES – CMS – County Business Patterns – HCUP – Health and Resources Service Administration (HRSA) – HRSA – PolicyMap & CDC BRFSS – SAMHSA
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Health – Costs and Insurance
Source: Census – CMS – CMS Medicare Advantage – PolicyMap and Quantitative Innovations – Urban Institute
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Health – Dental and Oral Health
Source: CDC_PLACES – CMS – County Business Patterns – Health and Resources Service Administration (HRSA) – HRSA – PolicyMap and Quantitative Innovations
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Health – Food Access
Source: Based on NielsenIQ TDLinx – Census – Census SAIPE – County Business Patterns – Reinvestment Fund – USDA
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Health – Food Access Locations
Source: Based on NielsenIQ TDLinx – USDA
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Health – Health Conditions
Source: CDC – CDC_PLACES – CDC & PolicyMap – CMS – CMS & PolicyMap – NAACCR – PolicyMap & CDC BRFSS
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Health – Health Facility Locations
Source: AHRQ – CMS – CMS & HRSA – Data Axle – HRSA – SAMHSA
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Health – Risk Factors
Source: CDC – CDC_PLACES – CMS – HCUP – PolicyMap & CDC BRFSS – Surgo Ventures – University of Wisconsin – USDA – WSDOH – Vox Media – & PolicyMap
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Health – Vital Statistics
Source: CDC – Census
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Housing – Affordability and Cost Burdens
Source: Census – PolicyMap – and HUD
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Housing – Flood Risk
Source: FEMA
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Housing – Homelessness
Source: County Business Patterns – HUD
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Housing – Homeowners and Renters
Source: Census – Census & PolicyMap – PolicyMap and ACS
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Housing – Home Sales
Source: Black Knight – Federal Housing Finance Agency (FHFA)
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Housing – Home Values
Source: Census
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Housing – Household Turnover
Source: Census
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Housing – Housing Locations
Source: CDFI Fund – HUD – HUD MF Contracts – HUD REAC – HUDs Picture of Subsidized Households – PolicyMap – NPS – USDA RHS
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Housing – Moody’s Analytics–Housing Gap Estimate
Source: Moody’s Analytics – Reinvestment Fund – and PolicyMap
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Housing – Property Tax
Source: Census – Census ACS – IRS
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Housing – Rents and Rental Units
Source: Census – HUD
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Housing – Residential Buildings and Quality
Source: Census – PolicyMap – FRB Philadelphia – Gordian – U.S. Census Bureau Residential Construction Branch – WSDOH – Vox Media – & PolicyMap
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Housing – Subsidized Housing
Source: CDFI Fund – HUD – HUD MF Contracts – HUD REAC – HUDs Picture of Subsidized Households – USDA RHS
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Housing – USDA Rural Housing
Source: USDA RHS
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Housing – Vacancy
Source: Census – Valassis Lists
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Incomes & Spending – Affordability
Source: Census – HUD – PolicyMap – and HUD – U.S. Department of Labor
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Incomes & Spending – Consumer Spending Habits
Source: PolicyMap – QI – BLS – and Census
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Incomes & Spending – Economic Mobility
Source: Census – Opportunity Insights
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Incomes & Spending – Federal Tax Returns
Source: IRS
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Incomes & Spending – Food and Nutrition
Source: Census – Census SAIPE – Feeding America – NCES CCD – USDA
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Incomes & Spending – Income
Source: Census – Opportunity Insights – HUD – Social Security Administration – U.S. Department of Labor
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Incomes & Spending – Income Inequality (Gini Index)
Source: Census
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Incomes & Spending – Low and Moderate Income (Low Mod)
Source: ACS & PolicyMap
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Incomes & Spending – Medical Spending Estimates
Source: PolicyMap and Quantitative Innovations
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Incomes & Spending – Poverty
Source: CDFI Fund – Census – Census ACS – HUD – USDA – Brown University – and PolicyMap
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Lending – Banking Locations
Source: FDIC – NCUA
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Lending – CDFI Fund Locations
Source: CDFI Fund
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Lending – CRA, CDFI, NMTC Programs
Source: CDFI Fund – FFIEC CRA
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Lending – Credit Insecurity Index
Source: Federal Reserve Bank of NY
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Lending – Historic Lending Boundaries
Source: University of Richmond – University of Maryland – Virginia Tech – and Johns Hopkins University
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Lending – Mortgage Loan Denials
Source: PolicyMap and FFIEC
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Lending – Mortgage Loans
Source: PolicyMap and FFIEC
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Lending – Small Business Loan Locations
Source: SBA
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Lending – Small Business Loans
Source: CRA – SBA
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Lending – Small Farm Loans
Source: CRA
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Lending – Unbanked Households
Source: FDIC
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Market Segmentation Data From Claritas Prizm Premier – Claritas Prizm Premier
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Claritas Prizm Premier – All Segments
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Claritas Prizm Premier – Predominant Lifestage Group
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Claritas Prizm Premier – Predominant Segment
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Claritas Prizm Premier – Predominant Social Group
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Lifestage Groups
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Lifestage Groups – Family Life
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Lifestage Groups – Mature Years
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Lifestage Groups – Younger Years
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Age Range
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Age Range – Age 25-44
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Age Range – Age 35-54
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Age Range – Age 45-64
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Age Range – Age 55 or Older
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Age Range – Age 65 or Older
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Age Range – Age Less than 55
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Household Composition
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Household Composition – Family Mix
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Household Composition – Mostly with Kids
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Household Composition – Mostly without Kids
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Household Composition – With Kids
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Household Composition – Without Kids
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Income Class
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Income Class – Downscale
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Income Class – Lower Midscale
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Income Class – Low Income
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Income Class – Midscale
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Income Class – Upper Midscale
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Income Class – Upscale
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Predominant Income Class – Wealthy
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Social Groups
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Social Groups – Second City
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Social Groups – Suburban
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Social Groups – Town and Rural
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Social Groups – Urban
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Urbanicity
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Urbanicity – Second City
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Urbanicity – Suburban
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Urbanicity – Town or Rural
Curated CollectionSource: Claritas
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Market Segmentation Data From Claritas Prizm Premier – Urbanicity – Urban
Curated CollectionSource: Claritas
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Quality of Life – Computer and Internet Access
Source: Census – FCC
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Quality of Life – Criminal Justice
Source: Census – Opportunity Insights – FBI UCR – FBI UCR & DOJ
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Quality of Life – Cultural Institutions
Source: Candid – County Business Patterns – IMLS
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Quality of Life – Energy
Source: Census
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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
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Quality of Life – Food Access and Local Foods
Source: Based on NielsenIQ TDLinx – CDFI Fund and PolicyMap – County Business Patterns – Reinvestment Fund – USDA
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Quality of Life – Parks
Source: Trust for Public Land
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Quality of Life – Quality of Life Locations
Source: Based on NielsenIQ TDLinx – Candid – EPA CIMC – FEMA – IMLS – USDA – US EPA
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Quality of Life – Transportation
Source: Census – EPA Smart Location Database – HUD
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Social Determinants of Health – SDOH by Age
Curated CollectionSource: Candid – CDC – CDC_PLACES – Census – Census ACS (2014-2018) – HRSA – Census SAIPE – CRDC – Feeding America – HCUP – HeadStart – HUD – HUDs Picture of Subsidized Households – IMLS – Kaiser Health News – National Center for Education Statistics – NCES CCD – Niche.com – SAMHSA – Trust for Public Land – USDA – US Department of Education
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Social Determinants of Health – SDOH by Age – Older Adults
Curated CollectionSource: CDC – CDC_PLACES – Census – Census ACS (2014-2018) – HRSA – Census SAIPE – HCUP – HUD – HUDs Picture of Subsidized Households – IMLS – Kaiser Health News – SAMHSA – Trust for Public Land
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Social Determinants of Health – SDOH by Age – Youth
Curated CollectionSource: Candid – CDC – Census – Census SAIPE – CRDC – Feeding America – HeadStart – HUD – HUDs Picture of Subsidized Households – IMLS – National Center for Education Statistics – NCES CCD – Niche.com – SAMHSA – Trust for Public Land – USDA – US Department of Education
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Social Determinants of Health – SDOH by Determinant
Curated CollectionSource: ACS & PolicyMap – Based on NielsenIQ TDLinx – BLS – BLS Quarterly Census of Employment and Wages – Candid – CDC – CDC_PLACES – CDC & PolicyMap – CDFI Fund – Census – Brown University – and PolicyMap – Opportunity Insights – Census & PolicyMap – Census SAIPE – CMS – CMS & HRSA – CMS & PolicyMap – County Business Patterns – CRDC – Data Axle – Energy Information Administration (EIA) – Environmental Protection Agency (EPA) – Environmental Justice Screening and Mapping Tool (EJScreen) – EPA CIMC – EPA Smart Location Database – FBI UCR & DOJ – FCC – Federal Reserve Bank of NY – Feeding America – FEMA – HCUP – HeadStart – Health and Resources Service Administration (HRSA) – HRSA – HUD – HUDs Picture of Subsidized Households – IMLS – Kaiser Health News – National Center for Education Statistics – NCES – NCES CCD – Niche.com – PolicyMap and Quantitative Innovations – PolicyMap & CDC BRFSS – PolicyMap – and HUD – Reinvestment Fund – SAMHSA – Surgo Ventures – Trust for Public Land – University of South Carolina – University of Wisconsin – Urban Institute – USDA – US Department of Education – U.S. Department of Labor – USDOT – US EPA – WSDOH – Vox Media – & PolicyMap
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Social Determinants of Health – SDOH by Determinant – Community/Social Context
Curated CollectionSource: CDC_PLACES – Census – Opportunity Insights – Census & PolicyMap – EPA Smart Location Database – FBI UCR & DOJ – University of Wisconsin
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Social Determinants of Health – SDOH by Determinant – Education
Curated CollectionSource: Census – CRDC – HeadStart – National Center for Education Statistics – NCES – NCES CCD – Niche.com – US Department of Education
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Social Determinants of Health – SDOH by Determinant – Environmental Hazards
Curated CollectionSource: CDC – Environmental Protection Agency (EPA) – Environmental Justice Screening and Mapping Tool (EJScreen) – EPA CIMC – FEMA – US EPA
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Social Determinants of Health – SDOH by Determinant – Financial Stability
Curated CollectionSource: ACS & PolicyMap – BLS – BLS Quarterly Census of Employment and Wages – CDFI Fund – Census – Brown University – and PolicyMap – Opportunity Insights – Census SAIPE – EPA Smart Location Database – Federal Reserve Bank of NY – HUD – HUDs Picture of Subsidized Households – NCES CCD – U.S. Department of Labor
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Social Determinants of Health – SDOH by Determinant – Food and Nutrition
Curated CollectionSource: Based on NielsenIQ TDLinx – Census – Census SAIPE – County Business Patterns – Feeding America – Reinvestment Fund – USDA
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Social Determinants of Health – SDOH by Determinant – Health/Healthcare Landscape
Curated CollectionSource: CDC – CDC_PLACES – CDC & PolicyMap – Census – CMS – CMS & HRSA – CMS & PolicyMap – County Business Patterns – Data Axle – HCUP – Health and Resources Service Administration (HRSA) – HRSA – Kaiser Health News – PolicyMap and Quantitative Innovations – PolicyMap & CDC BRFSS – SAMHSA – Surgo Ventures – Urban Institute
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Social Determinants of Health – SDOH by Determinant – Healthy Assets/Opportunities
Curated CollectionSource: Candid – IMLS – Trust for Public Land – University of South Carolina
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Social Determinants of Health – SDOH by Determinant – Infrastructure/Built Environment
Curated CollectionSource: CDC_PLACES – Census – Energy Information Administration (EIA) – EPA Smart Location Database – FCC – PolicyMap – and HUD – USDOT – WSDOH – Vox Media – & PolicyMap
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Social Determinants of Health – SDOH by Determinant – Life Expectancy and Mortality
Curated CollectionSource: CDC
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Social Determinants of Health – SDOH by Race/Ethnicity
Curated CollectionSource: CDC – Census – Opportunity Insights – Census & PolicyMap – CMS – Feeding America – HRSA – HUD – HUDs Picture of Subsidized Households – National Center for Education Statistics – US Department of Education
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Social Determinants of Health – SDOH by Race/Ethnicity – American Indian or Native American
Curated CollectionSource: CDC – Census – Opportunity Insights – Census & PolicyMap – HRSA – HUD – HUDs Picture of Subsidized Households – National Center for Education Statistics – US Department of Education
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Social Determinants of Health – SDOH by Race/Ethnicity – Asian
Curated CollectionSource: CDC – Census – Opportunity Insights – Census & PolicyMap – HRSA – HUD – HUDs Picture of Subsidized Households – National Center for Education Statistics – US Department of Education
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Social Determinants of Health – SDOH by Race/Ethnicity – Black or African American
Curated CollectionSource: CDC – Census – Opportunity Insights – Census & PolicyMap – CMS – Feeding America – HRSA – HUD – HUDs Picture of Subsidized Households – National Center for Education Statistics – US Department of Education
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Social Determinants of Health – SDOH by Race/Ethnicity – Hispanic or Latino
Curated CollectionSource: CDC – Census – Opportunity Insights – Census & PolicyMap – CMS – Feeding America – HRSA – HUD – HUDs Picture of Subsidized Households – National Center for Education Statistics – US Department of Education
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Social Determinants of Health – SDOH by Race/Ethnicity – White
Curated CollectionSource: CDC – Census – Opportunity Insights – Census & PolicyMap – CMS – Feeding America – HUD – HUDs Picture of Subsidized Households – National Center for Education Statistics – US Department of Education