Data & Methodology

by

Skyler Abilla

Data & Methodology

Every dataset behind our county, city, and ZIP code pages — what it measures, where it comes from, and how it's cited.

Data & Methodology

Data & Methodology

Every county, city, and ZIP code page on this site uses factual, publicly sourced data. This page lists every dataset used, what it provides, and where it comes from.

What this data is — and isn't.

  • Every figure below comes from a named public source with a direct citation.
  • This page and the local-area pages it supports describe places, health conditions, and public resources — not specific insurance plans, carriers, or benefits.
  • Nothing here is a recommendation. The numbers are presented so you can draw your own conclusions.
  • We are not affiliated with or endorsed by Medicare, the Centers for Medicare & Medicaid Services (CMS), or any government agency.

Population & Rurality

U.S. Census Bureau — American Community Survey (ACS) 5-Year Estimates

2019–2023 release · County and City levels

Total population, population age 65 and older, and median household income for every county and most cities. These are pooled 5-year estimates (centered roughly 2021), which describe a place accurately but are not a literal today's headcount.

census.gov/programs-surveys/acs

USDA Economic Research Service — Rural-Urban Continuum Codes (RUCC)

2023 release · County level

Classifies every U.S. county by population size and proximity to metro areas (9 categories, from large metro core to fully rural). Used to describe how urban or rural each county is.

ers.usda.gov/data-products/rural-urban-continuum-codes

Health Outcomes

CDC PLACES: Local Data for Better Health

2023 release (BRFSS-based model estimates) · County, City, and ZIP Code levels

Model-based estimates of chronic disease prevalence and health behaviors — including obesity, diabetes, high blood pressure, and arthritis — for nearly every county, city, and ZIP code in the country.

cdc.gov/places

County Health Rankings & Roadmaps

2025 release · University of Wisconsin Population Health Institute + Robert Wood Johnson Foundation · County level

Life expectancy, the ratio of residents to primary care physicians, the uninsured rate, and the rate of severe housing cost burden, for every U.S. county.

countyhealthrankings.org

CDC/ATSDR Social Vulnerability Index (SVI)

2022 release · County level

A percentile ranking of how socially vulnerable a community is to external stressors, based on socioeconomic status, household composition, and housing/transportation access.

atsdr.cdc.gov/placeandhealth/svi

U.S. Cancer Statistics (USCS)

2019–2023 (5-year), CDC & National Cancer Institute · County level

Age-adjusted cancer incidence rates (all cancer sites combined) and case counts, combining data from the CDC's National Program of Cancer Registries and the NCI's SEER program — together covering nearly 97% of the U.S. population.

cdc.gov/cancer/dataviz

Healthcare Access

CMS Hospital General Information

Centers for Medicare & Medicaid Services · County level

The name, address, and phone number of a hospital serving each county, sourced from CMS's official hospital directory. For the roughly 36 counties with no CMS-listed hospital, the nearest hospital was identified via Google Places instead and is noted as such in that county's citation.

data.cms.gov/provider-data/topics/hospitals

Provider Access

HRSA Health Professional Shortage Areas (HPSA)

Active designations · Health Resources & Services Administration · County level

Whether any part of a county is federally designated as having a shortage of primary care providers, and the severity score of that designation. HPSA designations can cover a whole county, part of a county, or a specific population group.

data.hrsa.gov/topics/health-workforce/shortage-areas

Government & Community Resources

NC SHIIP — Seniors' Health Insurance Information Program

North Carolina Department of Insurance · County level

The name, address, and phone number of the local SHIIP counselor site serving each of North Carolina's 100 counties — a free, unbiased Medicare counseling service run by the state, not by this site or any insurance company.

ncdoi.gov/shiip

SC Area Agencies on Aging (AAA)

South Carolina Department on Aging network · Regional level (10 regions covering all 46 counties)

South Carolina's free senior-services and Medicare-counseling contact for each region. Unlike North Carolina, South Carolina organizes this program regionally rather than by individual county, so this data is presented at the regional level and labeled as such.

getcaresc.com/about/area-agencies-aging

NC DHHS — Directory of County Departments of Social Services

North Carolina Department of Health and Human Services · County level (last updated 2022-10-05 by NCDHHS)

The address and phone number of each North Carolina county's Department of Social Services (DSS) office, which handles Medicaid and other public assistance programs locally.

ncdhhs.gov/local-dss-director-100522/open

Figures are estimates from the sources cited and are updated as new releases become available. If you notice a discrepancy, we welcome you to verify directly against the original source linked above. This page will be updated as additional datasets are added.

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