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Sources

Where every figure comes from, grouped by who produced it. Being a federal agency is not what makes a number usable: a readable licence, a documented method, and figures that reproduce against something else are.

How close to the measurement

US federal agency

SourceStatisticsClassLicenceChecked against
American Community Survey, 5-Year Estimates
U.S. Census Bureau
449primaryUS Government work (public domain)Texas median household income $78,476 and Rockwall County $127,981 read back to the same cells in the raw Summary File.
County Business Patterns
U.S. Census Bureau
168primaryUS Government work (public domain)NAICS 452311 warehouse clubs reproduce the published 2023 counts; an earlier build used the 2022 vintage and returned zeros.
Occupational Employment and Wage Statistics
Bureau of Labor Statistics
160primaryUS Government work (public domain)San Jose's software-developer location quotient of 7.09 matches the published OEWS metro table.
PLACES: Local Data for Better Health
Centers for Disease Control and Prevention
40modelled · peer-reviewedUS Government work (public domain)
Regional Economic Accounts
Bureau of Economic Analysis
34primaryUS Government work (public domain)Loving County, Texas at 99% mining and Manhattan at 43% finance match the published industry shares.
Census of Agriculture
U.S. Department of Agriculture
28primaryUS Government work (public domain)Tulare County leads cattle, Duplin and Sampson counties lead pigs, Lancaster County leads laying hens.
State Cancer Profiles
National Cancer Institute
21primaryUS Government work (public domain)Lung cancer peaks in eastern Kentucky and bottoms out on the Navajo Nation; melanoma peaks in high-altitude Utah.
CDC mortality datasets (NVSS, NCHS)
Centers for Disease Control and Prevention
20primaryUS Government work (public domain)
Personal Consumption Expenditures by State
Bureau of Economic Analysis
19primaryUS Government work (public domain)Alaska highest and Utah lowest on health spending per person; the grocery share peaks in Mississippi, which is Engel's law.
NCEI climate divisional dataset and Storm Prediction Center
National Oceanic and Atmospheric Administration
14primaryUS Government work (public domain)Key West hottest and the North Slope coldest; Yakutat wettest at 197 inches, Imperial County driest at 3.2. Mean warming +1.5°F, with the cooling…
Uniform Crime Reporting Program
Federal Bureau of Investigation
11primaryUS Government work (public domain)Violent crime highest in DC, Alaska and New Mexico, lowest in Maine and Connecticut, matching the published 2025 state table.
Fatality Analysis Reporting System
National Highway Traffic Safety Administration
10primaryUS Government work (public domain)Annual totals track NHTSA's published figures once records with no usable county are excluded; the crash and person files agree exactly.
Population Estimates Program
U.S. Census Bureau
8primaryUS Government work (public domain)Miami-Dade County records net domestic migration of -67,418 against net international migration of +123,835 for 2024, matching the published…
Statistics of Income, county data
Internal Revenue Service
8primaryUS Government work (public domain)Teton County, Wyoming average AGI of $643k matches the published county table.
Air Quality System
U.S. Environmental Protection Agency
5primaryUS Government work (public domain)San Bernardino, Riverside and Los Angeles counties lead median AQI, Phoenix and the southern Central Valley follow; Bay Area counties are the most…
Regional Price Parities
Bureau of Economic Analysis
5primaryUS Government work (public domain)California, Hawaii and the District of Columbia are the dearest states and Arkansas and Mississippi the cheapest; San Jose has the highest housing…
Storm Events Database
National Oceanic and Atmospheric Administration
5primaryUS Government work (public domain)Hail peaks in El Paso County, Colorado and the Rapid City and Cheyenne corridor, which is the recognised Hail Alley; storm casualties peak in Sharkey…
Building Permits Survey
U.S. Census Bureau
4primaryUS Government work (public domain)Maricopa and Harris counties authorise the most homes, Manhattan and the Bronx are almost entirely multi-unit, and declared cost per home peaks in…
Local Area Unemployment Statistics
Bureau of Labor Statistics
1primaryUS Government work (public domain)
POWER solar and meteorological climatology
National Aeronautics and Space Administration
1modelled · peer-reviewedUS Government work (public domain)Yuma sunniest and Sitka dimmest; Phoenix 5.85 and Seattle 3.76 kWh/m²/day match NREL's published solar resource.

Academic

SourceStatisticsClassLicenceChecked against
County Health Rankings & Roadmaps
University of Wisconsin Population Health Institute
58compiled · peer-reviewedCC-BY-4.0Free-lunch eligibility peaks in Todd and Bennett counties, South Dakota, and child poverty in Issaquena County, Mississippi.
County election returns
MIT Election Data and Science Lab
19compiled · peer-reviewedCC0-1.0Roberts County, Texas most Republican and DC most Democratic in 2016; the 2012-2016 swing peaks in Elliott County, Kentucky, which had voted…

Non-profit

SourceStatisticsClassLicenceChecked against
Overture Maps places
Overture Maps Foundation
59compiledCDLA Permissive 2.0Cajun restaurants concentrate in the Louisiana parishes of Acadiana, Portuguese restaurants in Bristol County Massachusetts, Vietnamese in Falls…