Data Doughnut

Data catalog

Every public source we've brought together

318 data sources from federal and state agencies — health care, housing, jobs, schools, the environment, and more. Open any source to see what it contains and a sample of 25 rows.

CMS Care Compare

Nursing home directory & star ratings

Name, location, beds, residents, and star ratings for every skilled nursing facility, plus quarterly history of how ratings and beds changed.

Used on 3 desks · see how

facility about 983,617 rows · 3 tables
CMS Quality Reporting Program

Nursing home quality measures

Outcome scores such as falls, infections, and rehospitalizations, reported by each home.

Used on 2 desks · see how

facility about 2,378,554 rows
CMS Payroll-Based Journal

Nursing home staffing hours

Nurse and aide hours each home reported from payroll, rolled up by quarter — often clearer than star ratings alone.

Used on 1 desk · see how

facility about 7,852,822 rows · 6 tables
CMS Care Compare

Inspections, citations & fines

Health and fire-safety citations from state inspections, their severity, inspection-cycle rollups, and fines or payment denials.

Used on 2 desks · see how

facility about 655,447 rows · 5 tables
CMS Care Compare & PECOS

Nursing home owners & ownership changes

Who owns and manages each home, Medicare enrollment records, and sales or other changes of ownership.

Used on 2 desks · see how

facility about 2,232,971 rows · 6 tables
CMS

Nursing home chain performance

Quality and staffing averages for each nursing home chain (affiliated entity), compared with the nation.

Used on 2 desks · see how

national about 611 rows
CMS

Nursing home value-based purchasing

Each home's performance score and Medicare payment adjustment under Medicare's nursing home quality-pay program (2026).

Used on 2 desks · see how

facility about 13,679 rows
CMS HCRIS

Nursing home cost reports

Annual Medicare cost reports as raw worksheet cells (worksheet, line, column, value) — for analysts with CMS's form guide. For readable financials use Facility financials.

Used on 2 desks · see how

facility about 76,946,396 rows · 2 tables
CMS

Nursing home facility characteristics (Form 671)

Each quarter's facility report: residents by payer, certification, hospital-based or not, and chain, from the form homes file with inspections.

facility about 172,817 rows
CMS Minimum Data Set frequency reports

Resident assessment counts (MDS)

For each home each quarter, the share of residents with each answer on the federal resident assessment — conditions, care needs, and treatments.

facility about 280,510,074 rows · 4 tables
CMS

Special Focus Facilities

Nursing homes CMS put on its Special Focus list for poor inspection histories, the candidates, and each posting's history.

facility about 66,786 rows · 2 tables
CMS Care Compare & Provider of Services

Hospital directory

Hospital type, ownership, emergency services, overall star rating, and the CMS Provider of Services facility file.

Used on 2 desks · see how

facility about 200,617 rows · 3 tables
DHS HIFLD

Hospital locations (HIFLD)

Mapped hospital points with type, beds, and trauma level from the Homeland Infrastructure Foundation-Level Data.

Used on 5 desks · see how

facility about 7,426 rows
CMS Care Compare

Hospital quality & patient experience

Readmissions and unplanned visits, complications and deaths, infections, timely care, imaging, patient surveys, and spending per patient.

Used on 2 desks · see how

facility about 855,387 rows · 7 tables
CMS

Hospital Medicare payment programs

Penalties and bonuses under the Readmissions Reduction, Hospital-Acquired Condition, and Value-Based Purchasing programs, plus Medicare spending per beneficiary.

Used on 3 desks · see how

facility about 28,213 rows · 4 tables
CMS PECOS

Hospital owners & ownership changes

Medicare enrollment records, all owners, and change-of-ownership transactions with the owners involved.

Used on 8 desks · see how

facility about 175,445 rows · 4 tables
CMS HCRIS

Hospital cost reports

The public-use cost report summary (beds, discharges, revenue, cost) plus full report headers and worksheet numbers, FY2019–2025.

Used on 1 desk · see how

facility about 126,780,353 rows · 3 tables
CMS Care Compare

Surgery centers, psychiatric, rehab & long-term care hospitals

Quality data for ambulatory surgery centers, inpatient psychiatric facilities, inpatient rehabilitation facilities, and long-term care hospitals.

Used on 5 desks · see how

facility about 111,582 rows · 6 tables
HHS Protect

Hospital beds & COVID capacity, weekly

Each hospital's beds, ICU beds, and COVID patients, week by week from 2020 to 2024.

facility about 980,199 rows · 2 tables
CMS

Medicare inpatient stays by hospital

How many Medicare patients each hospital treats, and what it is paid, overall and by diagnosis group.

facility about 2,048,012 rows · 2 tables
CMS

Medicare outpatient services by hospital

Outpatient services Medicare paid each hospital for, by service group, and the same by state.

facility about 1,711,133 rows · 2 tables
CMS

Hospital payment factors (IPPS impact & wage index)

The numbers behind each hospital's Medicare inpatient rate: case mix, wage index, teaching and low-income adjustments, by year.

facility about 242,812 rows · 3 tables
CMS

Hospital price transparency enforcement

Warnings, corrective action plans, and fines CMS issued to hospitals that did not post their prices.

facility about 13,275 rows · 2 tables
IRS

Hospital community benefit (IRS Schedule H)

What nonprofit hospitals report spending on charity care, Medicaid shortfalls, and community programs, and when each did its needs assessment.

facility about 5,171 rows · 2 tables
HUD Office of Hospital Facilities

HUD hospital mortgages (Section 242)

Hospital loans insured by HUD: amount, closing date, status, and new commitments.

facility about 2,421 rows · 3 tables
CMS Medicaid

Medicaid payments to safety-net hospitals (DSH)

Each hospital's Medicaid disproportionate share payments, its uncompensated care, and its limit, from the yearly audits.

facility about 62,230 rows · 2 tables
AHRQ Compendium of U.S. Health Systems

Health systems and who they own

Which health system each hospital, nursing home, home health agency, physician group, and other site belongs to.

facility about 877,476 rows · 6 tables
CMS Care Compare

Home health agencies

Every Medicare home health agency with quality star rating, patient survey results, and value-based purchasing performance.

Used on 1 desk · see how

facility about 35,673 rows · 4 tables
CMS Care Compare

Hospice providers

Every Medicare hospice with quality measures and family survey results.

Used on 1 desk · see how

facility about 595,525 rows · 3 tables
CMS PECOS

Home health & hospice owners

Medicare enrollment records and all owners for home health agencies and hospices.

Used on 2 desks · see how

facility about 185,147 rows · 4 tables
HRSA & CMS PECOS

Community health centers & rural clinics

HRSA health center service sites, plus Medicare enrollments and owners for Federally Qualified Health Centers and Rural Health Clinics.

Used on 8 desks · see how

facility about 249,329 rows · 5 tables
CMS iQIES

Care facility names & addresses

Names and addresses for home health, hospice, dialysis, and related provider types — the label file behind many cost reports.

Used on 8 desks · see how

facility about 98,423 rows
CMS HCRIS

Home health, hospice & clinic cost reports

Annual Medicare cost reports for home health, hospice, FQHCs, rural health clinics, dialysis facilities, and community mental health centers.

Used on 2 desks · see how

facility about 88,341,797 rows · 12 tables
CMS

Home health & hospice service areas by ZIP

Which ZIP codes each home health agency and hospice says it serves, every release.

ZIP about 22,081,330 rows · 2 tables
CMS Care Compare

Dialysis facilities

Every dialysis facility with star rating, patient survey results, and End-Stage Renal Disease Quality Incentive Program scores.

Used on 8 desks · see how

facility about 22,195 rows · 3 tables
CMS

Medical equipment suppliers

Suppliers of durable medical equipment (wheelchairs, oxygen, and the like) and Medicare use by supplier.

Used on 1 desk · see how

facility about 110,922 rows · 2 tables
CMS

Post-acute care usage

How many Medicare patients each nursing home, home health agency, hospice, rehab facility, and long-term care hospital served, and what Medicare paid.

Used on 1 desk · see how

facility about 322,942 rows · 6 tables
CMS Medicare Shared Savings Program

Accountable Care Organizations (ACOs)

ACOs, their participants and partner nursing homes, results on cost and quality, and how many beneficiaries each serves by county.

Used on 1 desk · see how

county about 140,123 rows · 5 tables
CMS Open Payments

Physician ownership in medical companies

Physicians who hold ownership or investment interests in drug and device companies, as those companies must report.

Used on 1 desk · see how

national about 4,577 rows
CMS

Medicare Advantage enrollment & plans

How many people are in Medicare Advantage in each county, by month and year, by contract and plan, special needs plans, the share of Medicare it covers, and the county payment rates.

county about 139,867,384 rows · 7 tables
HHS Office of Inspector General

Corporate integrity agreements

Health care companies under a fraud settlement agreement with HHS: who, where, how long, and the settlement amount.

facility about 667 rows
HRSA

Area Health Resources File

County panel of facilities, doctors, nurse practitioners and physician assistants, shortage flags, and rurality.

Used on 8 desks · see how

county about 456,876,893 rows · 3 tables
HRSA

Health shortage & underserved areas

Health Professional Shortage Areas (primary care, mental health) and Medically Underserved Areas/Populations.

Used on 5 desks · see how

county about 299,602 rows · 4 tables
USDA ERS & HRSA FORHP

Rural designations

Rural–Urban Continuum codes, Frontier & Remote areas, and Federal Office of Rural Health Policy eligibility by county, tract, and ZIP.

Used on 7 desks · see how

tract about 135,120 rows · 5 tables
Census Bureau SAHIE

People without health insurance

Share and number of people without health insurance in each county, by age, sex, race and income, every year.

county about 211,497 rows
CMS

Health insurance marketplace sign-ups

How many people picked a marketplace (Obamacare) plan in each county, ZIP and state, new or returning, with average premiums and subsidies.

county about 303,576 rows · 4 tables
CMS

Health insurance marketplace plans & rates

Every plan sold on HealthCare.gov: benefits and cost sharing, premiums by age and area, networks, service areas, and how plans carry over.

county about 37,015,172 rows · 8 tables
CMS Medicaid

Medicaid managed care

Which managed care programs and plans each state uses, which counties they serve, enrollment by plan and population, and features like long-term care.

county about 220,425 rows · 12 tables
HRSA Office of Pharmacy Affairs

340B drug discount program

Hospitals and clinics in the 340B program and the outside pharmacies they contract with.

facility about 1,751,889 rows · 4 tables
HRSA Bureau of Health Workforce

Health workforce programs (NHSC, Nurse Corps)

Sites that can host National Health Service Corps clinicians, where program clinicians serve and stay, and program size by state. No clinician names.

county about 290,500 rows · 4 tables
HRSA HIV/AIDS Bureau

Ryan White HIV care providers

Clinics and groups funded to give HIV care and support services.

facility about 2,025 rows
CMS NPPES

Community health worker organizations

Organizations with a community health worker provider number, by city and state.

facility about 13,082 rows
CMS Doctors and Clinicians

Clinicians by ZIP & specialty

How many Medicare clinicians practice in each ZIP code, by specialty, each release. Counts only.

ZIP about 2,511,821 rows
CMS

Provider of Services file (every column)

Every Medicare-certified facility with every column CMS publishes in the Provider of Services file.

facility about 53,996 rows
HIFLD (DHS)

Nursing homes & dialysis centers (HIFLD map)

Map points for nursing homes and dialysis centers from the federal infrastructure map.

facility about 58,249 rows · 2 tables
Department of Veterans Affairs

VA health care: sites & wait times

Every VA medical center, clinic, vet center, and cemetery, with appointment wait times and patient satisfaction by site.

facility about 5,964,884 rows · 6 tables
California CHHS

California licensed healthcare facilities

Every licensed healthcare facility in California, plus a crosswalk linking state license numbers to Medicare and NPI identifiers.

Used on 2 desks · see how

facility about 26,124 rows · 2 tables
New York State DOH

New York health & adult care facilities

New York health facilities and the adult care facility (assisted living) directory.

Used on 4 desks · see how

facility about 6,393 rows · 2 tables
Connecticut DPH

Connecticut nursing facility registry

Connecticut's multi-year nursing facility registry.

Used on 2 desks · see how

facility about 2,742 rows
State licensing agencies

State assisted living licenses

Assisted living, residential care, and adult family homes licensed by more than 40 states: name, type, capacity, status, and dates. Individual licensees' names are not shown.

facility about 105,427 rows
Florida Agency for Health Care Administration

Florida assisted living complaints & sanctions

For each Florida assisted living facility: complaints, deficiencies by class, sanctions, and fines.

facility about 3,024 rows
Department of Veterans Affairs

State veterans homes

State-run veterans homes: beds by type (nursing, domiciliary, adult day), staff, and location.

facility about 342 rows
RISP project (University of Minnesota, ACL-funded)

State institutions for people with developmental disabilities

Large state-run institutions for people with intellectual and developmental disabilities: residents, year opened, and planned or past closures.

facility about 350 rows
HUD

Fair market rents & income limits

FY2026 fair market rents by county and by ZIP (Small Area FMR), and Section 8 income limits.

Used on 8 desks · see how

ZIP about 259,648 rows · 4 tables
HUD

Subsidized housing

The Picture of Subsidized Households by county and project, and multifamily properties and contracts with rental assistance.

Used on 3 desks · see how

county about 6,643,828 rows · 7 tables
HUD

Low-Income Housing Tax Credit properties

Affordable housing properties financed with Low-Income Housing Tax Credits.

Used on 1 desk · see how

facility about 55,072 rows
HUD REAC

Multifamily inspection scores

Physical inspection scores for HUD-assisted and insured multifamily properties.

Used on 1 desk · see how

facility about 343,114 rows · 2 tables
HUD

FHA multifamily & healthcare mortgages

Active and terminated FHA-insured multifamily loans (including nursing home and assisted living loans) and the firm-commitment pipeline.

Used on 1 desk · see how

facility about 97,436 rows · 2 tables
Census Bureau

Building permits

New residential building permits each year by county and by city or town — where housing is being built.

Used on 8 desks · see how

county about 45,746 rows · 2 tables
HUD

Housing cost burden (CHAS)

For each neighborhood: owners and renters paying more than 30% and more than 50% of income for housing, and how many low-income households are burdened (HUD CHAS 2017–2021).

Used on 1 desk · see how

tract about 10,045,215 rows · 3 tables
HUD Point-in-Time and Housing Inventory Counts

Homelessness counts & shelter beds

How many people are homeless in each Continuum of Care and state each year, sheltered and not, and the shelter and housing beds available.

county about 3,223,443 rows · 11 tables
HUD (LMISD)

Low- and moderate-income areas

Share of people with low or moderate income in each block group, tract, and local government — the test for many HUD grants.

tract about 1,322,687 rows · 4 tables
HUD

Tax-credit target areas (QCT & DDA)

Qualified Census Tracts and Difficult Development Areas, where housing tax-credit projects can get a bigger credit, every year.

tract about 1,547,615 rows · 3 tables
HUD

Environmental health hazard index

A tract score for exposure to air toxics and other environmental health hazards, used in HUD fair housing planning.

tract about 73,045 rows
USDA Rural Development

USDA rural rental housing

Apartment complexes financed by USDA in rural towns: units, rental assistance, vacancies, tenants, loans ending, and properties sold or leaving the program.

facility about 939,512 rows · 8 tables
Consumer Financial Protection Bureau

Mortgages behind on payments

Share of mortgages 30–89 and 90+ days late in each county, metro, and state, monthly.

county about 192,623 rows
HIFLD (DHS)

Mobile home parks

Mobile home parks with location and number of lots.

facility about 53,583 rows
U.S. Small Business Administration

SBA 504 loans

Small business 504 loans for real estate and equipment — borrower location, amount, and lender.

Used on 3 desks · see how

facility about 230,908 rows
U.S. Small Business Administration

SBA 7(a) loans

Every SBA 7(a) small business loan since 2010 — the business, its town and county, the lender, amount and SBA guarantee, industry, franchise, jobs, and whether it was paid off or charged off. Each quarterly release is kept.

Used on 1 desk · see how

facility about 1,779,535 rows
FDIC Summary of Deposits

Bank deposits by county

Bank branch deposits summed by county — how much money local banks hold.

Used on 4 desks · see how

county about 2,423,157 rows · 3 tables
CFPB / FFIEC

Mortgage lending (HMDA)

Home loans that lenders made, as reported under the Home Mortgage Disclosure Act (a selection, not every loan in the country).

Used on 1 desk · see how

tract about 30,115,659 rows · 3 tables
Treasury CDFI Fund

New Markets Tax Credit projects

Community development projects financed with New Markets Tax Credits, and their financial notes.

Used on 3 desks · see how

tract about 58,416 rows · 4 tables
Treasury CDFI Fund

Opportunity zones

Census tracts designated as Qualified Opportunity Zones (2018 designations).

Used on 7 desks · see how

tract about 7,795 rows
USAspending.gov (Treasury)

Federal money by county

How much federal money lands in each county each year (grants, contracts, loans, and direct payments), by the agency that paid it.

Used on 2 desks · see how

county about 53,293,857 rows · 9 tables
Grants.gov

Federal grants you can apply for

Federal grant opportunities, open and past, plus forecasts of ones coming soon: who can apply, how much, and the deadline.

Used on 2 desks · see how

national about 57,505 rows
SAM.gov (GSA)

Every federal aid program

The catalog of federal aid programs (Assistance Listings): what each pays for, who can apply, deadlines, and typical award sizes. Includes programs that take applications all year. Topic, rural, and year-round tags are Data Doughnut's.

Used on 1 desk · see how

national about 2,357 rows
Treasury CDFI Fund

CDFI awards & certified lenders

Community development lenders certified by Treasury, the awards they won, and their loan and investment reports by tract.

tract about 2,746,142 rows · 5 tables
FFIEC

Community Reinvestment Act lending & ratings

Small business and farm loans each bank made by county and tract, community development lending, and each bank's CRA exam rating.

tract about 109,073,170 rows · 9 tables
National Credit Union Administration

Credit unions

Every federally insured credit union: branches, members, assets, loans, net worth, and full quarterly call reports.

facility about 183,112,869 rows · 7 tables
Federal Audit Clearinghouse (GSA)

Audits of federal grant recipients

Yearly audits of governments, nonprofits, and hospitals that spend federal money: which programs, how much, and what problems auditors found.

facility about 24,686,354 rows · 18 tables
Health Resources and Services Administration

HRSA grants

Health grants HRSA awarded to clinics, hospitals, states and schools, by year and county, and grants active now.

county about 89,782 rows · 2 tables
GSA SAM.gov

Federal contractors & contract opportunities

Businesses registered to work for the federal government, and open contract notices by place of work. Sole proprietors are not shown.

facility about 860,988 rows · 2 tables
Small Business Administration

SBA disaster loans

Disaster loans to homeowners, renters and businesses by ZIP and county: verified losses and loans approved.

ZIP about 117,458 rows
Small Business Administration

HUBZones

Areas where small businesses can get a federal contracting preference.

tract about 118,500 rows
USDA ERS

County types (persistent poverty, farm-dependent, losing people)

USDA's County Typology Codes, 2025: which counties depend on farming, mining, manufacturing, government, or recreation, and which are in persistent poverty, losing people, or under housing stress.

Used on 3 desks · see how

county about 3,152 rows
Census Bureau

Urban and rural people by county

From the 2020 Census: how many people, homes, and how much land in each county sit inside urban areas versus rural.

Used on 3 desks · see how

county about 3,284 rows
CMS

Rural emergency hospitals

Rural hospitals that gave up inpatient beds to keep a 24/7 emergency room (Medicare status since 2023).

Used on 1 desk · see how

facility about 43 rows
Data Doughnut (from USAspending.gov)

Rural-program money by county

Federal money by county, fiscal year, and program for about 180 rural programs (USDA Rural Development, HRSA rural health, and more). Loans count at the government's cost, not face value.

Used on 1 desk · see how

county about 155,918 rows
USDA Economic Research Service

Rural-urban commuting areas (RUCA)

A code for every tract and ZIP from 1 (city core) to 10 (rural), based on where people commute.

tract about 354,504 rows · 2 tables
USDA Rural Development

USDA Rural Development investments

Loans and grants USDA Rural Development made by county, congressional district and project, community facility loans, and guaranteed-loan performance. Individual borrowers are not shown.

county about 1,340,146 rows · 5 tables
Federal regional commissions

Regional commissions (ARC, Delta, Northern Border & more)

Which counties each federal regional commission covers, their distressed designations, and the projects they fund.

county about 11,173 rows · 4 tables
Appalachian Regional Commission

Appalachian & U.S. distressed counties

ARC's economic status for every county — distressed to attainment — from unemployment, income, and poverty, plus distressed tracts.

county about 79,328 rows · 5 tables
Interior (PILT) and Forest Service (SRS)

Federal land payments to counties

Payments to counties for untaxable federal land (PILT) and for national forest land (Secure Rural Schools), with acres by agency.

county about 140,860 rows · 3 tables
Census Bureau

American Community Survey — counties

Population, households, income, and age mix by county, plus the detailed long-form measures and a dictionary of Census codes.

Used on 3 desks · see how

county about 3,530,944 rows · 3 tables
Census Bureau

American Community Survey — ZIP codes

The same Census survey for each ZIP code: a summary table and the detailed measures.

Used on 9 desks · see how

ZIP about 23,471,261 rows · 2 tables
Census Bureau

American Community Survey — neighborhoods (tracts)

The Census survey for each census tract (about 4,000 people): income bands, rent, home value, poverty, college degrees, commuting by transit, renters paying 30%+ of income, older adults, and households without a car.

Used on 9 desks · see how

tract about 84,286 rows
Census Bureau

American Community Survey — block groups

The Census survey for each block group (about 1,500 people), the smallest area it reports: people, households, income bands, and median income and age, with margins of error — plus each block group's population center. Used for drive-time and radius checks around a site.

Used on 7 desks · see how

block group about 476,101 rows · 2 tables
EPA

Walkability & smart location

For each block group: the national walkability index, people and job density, street connections, distance to transit, and jobs reachable in 45 minutes (EPA Smart Location Database v3).

Used on 2 desks · see how

block group about 223,035 rows
Federal Transit Administration (NTD)

Transit ridership

Yearly transit trips, service hours and miles, and number of transit agencies for each urban area (National Transit Database).

Used on 2 desks · see how

urban area about 1,180 rows
CDC / ATSDR

Social Vulnerability Index

How vulnerable a community is to disasters and disease outbreaks, from poverty, housing, language, disability, and more (2022).

Used on 8 desks · see how

ZIP about 472,916 rows · 3 tables
HHS emPOWER

Residents relying on electricity-dependent medical equipment

Counts of Medicare beneficiaries who rely on electricity-dependent equipment such as ventilators and oxygen — used in outage and disaster planning.

Used on 4 desks · see how

ZIP about 66,204 rows · 3 tables
Census Bureau Population Estimates

Population change: births, deaths, moves

Why each county grew or shrank each year: births, deaths, and people moving in from other counties and abroad.

county about 539,185 rows
National Cancer Institute SEER

Population by age, sex & race (SEER)

Yearly county population by age, sex, race and Hispanic origin, back to 1969.

county about 7,943,172 rows · 2 tables
Census Bureau

Community resilience estimates

Share of people in each county and tract with zero, one or two, or three or more risk factors for hard times in a disaster.

tract about 735,598 rows
Department of Veterans Affairs

Veterans

How many veterans live in each county by age and sex, now and projected, and how many served after 9/11.

county about 952,839 rows · 2 tables
CDC/ATSDR

Environmental justice index

A tract score that combines pollution, social vulnerability, and health burden.

tract about 76,671 rows
White House Council on Environmental Quality (CEJST)

Climate & economic justice screening

Which tracts the federal screening tool marked disadvantaged, and the climate, energy, health, housing, pollution, water, and job burdens behind it.

tract about 138,496 rows · 2 tables
Agency for Healthcare Research and Quality

Social determinants of health (AHRQ)

Hundreds of measures of income, housing, education, transportation, and health care for every county and ZIP, by year.

county about 400,417 rows · 3 tables
BLS QCEW

Employment & wages by industry

County employment and wages for key industries such as grocery, health care, retail, and food service.

Used on 4 desks · see how

county about 79,875,862 rows · 2 tables
BLS LAUS & USDA ERS

Unemployment

County labor force, employment, unemployment and rate, plus USDA's unemployment and income series.

Used on 8 desks · see how

county about 8,967,297 rows · 8 tables
BLS Job Openings and Labor Turnover Survey

Job openings, hires, and quits (JOLTS)

Job openings, hires, quits, layoffs, and unemployed people per opening — monthly for each state and the nation, seasonally adjusted, as counts and rates.

Used on 1 desk · see how

state about 188,625 rows
BLS OEWS

Wages by occupation

Employment and wages for hundreds of occupations by metro area.

Used on 4 desks · see how

metro about 146,264 rows
Census LEHD

Hiring & commuting

Quarterly Workforce Indicators (employment, hires), LODES counts of jobs where people work versus where they live, and jobs at each workplace block group by pay band, age, and industry.

Used on 3 desks · see how

county about 323,577 rows · 3 tables
Bureau of Economic Analysis

Employment & earnings by industry

County employment and earnings by major industry, 2010–2024.

Used on 1 desk · see how

county about 1,539,963 rows
Department of Labor (OSHA)

Workplace safety inspections

Every OSHA workplace inspection opened since 2020 — the business, where it is, what kind of inspection — and the violations cited, how serious they were, and the penalties.

Used on 3 desks · see how

facility about 6,566,063 rows · 5 tables
Bureau of Economic Analysis

Jobs by industry (BEA)

Full- and part-time jobs in each county by industry, every year.

county about 4,572,467 rows · 2 tables
Bureau of Labor Statistics

Jobs by metro, monthly (CES)

Monthly jobs, hours and pay by industry for each metro area.

metro about 9,440,851 rows · 3 tables
Department of Labor Office of Foreign Labor Certification

Foreign worker visas (H-1B, H-2A, H-2B, PERM)

Employers' requests to hire foreign workers: job, wage, worksite, and how many workers, with county totals.

county about 10,575,942 rows · 5 tables
Census Bureau

Government jobs & payroll

Jobs and payroll for each state and local government, by function.

county about 5,554,853 rows
Bureau of Economic Analysis

Consumer spending and prices by product

What Americans spend on about 400 products each month and the price index for each (NIPA tables 2.4.4U and 2.4.5U), monthly since 1959.

Used on 1 desk · see how

national about 642,962 rows
Census Bureau

Monthly retail and wholesale sales

Retail sales by kind of store and wholesale sales, inventories, and inventory-to-sales ratios by kind of wholesaler (grocery, farm products …), monthly since 1992.

Used on 1 desk · see how

national about 126,006 rows
Census Bureau (ZIP Business Patterns)

Businesses by ZIP code

How many business locations each ZIP code has in every industry, by size, plus each ZIP's total jobs and payroll (2023).

Used on 9 desks · see how

ZIP about 2,960,917 rows · 2 tables
FDIC BankFind

Banks, branches & bank health

Every FDIC-insured bank and branch (with map points and county), and each bank's quarterly financials since 2019: assets, deposits, loans by type (real estate, business, consumer, farm), profit, capital ratios, and problem loans.

Used on 1 desk · see how

facility about 216,322 rows · 3 tables
HUD

Senior (Section 202) and public housing

Every HUD Section 202 senior housing property and public housing development with its location, units, occupancy, rent, residents 62+ and disabled, and months on the wait list.

Used on 2 desks · see how

facility about 16,963 rows · 2 tables
CDC Atlas of Heart Disease and Stroke

Heart disease and stroke deaths by county

Death rates from heart disease and stroke for adults 35 and older in every county, state, and the nation — age-adjusted, 3-year averages from 2015–2017 to 2022–2024 — by sex and race/ethnicity.

Used on 1 desk · see how

county about 1,037,663 rows · 2 tables
CMS Medicaid State Drug Utilization Data

Medicaid drug spending by state

What each state's Medicaid program paid for outpatient prescriptions, every year since 2016: every drug (FDA generic name and top brand), prescriptions, amounts before rebates, and 9 drug groups (GLP-1s, SGLT2s, insulins, statins, blood thinners, ADHD stimulants, antidepressants, opioid-addiction treatment, dementia).

Used on 1 desk · see how

state about 1,029,434 rows · 3 tables
CMS Medicare Monthly Enrollment

Medicare enrollment: Advantage vs Original

People on Medicare in every county, state, and the nation, each month since 2013: Original Medicare vs Medicare Advantage, dual eligibles (Medicare + Medicaid), disability, age, and Part D drug plans.

Used on 1 desk · see how

county about 571,756 rows
CMS Medicare Part D Prescribers (county roll-up by Data Doughnut)

Medicare prescriptions by county and drug

Every Part D drug by state and nationally, 2013 on; all prescribing by county of the prescriber's office (claims, cost, opioids, antibiotics, low-income and Medicare Advantage shares); every drug by county; and drug groups by county (GLP-1s, SGLT2s, insulins, statins, blood thinners, ADHD stimulants, antidepressants, opioid-addiction treatment, dementia drugs). Totals only — no prescriber rows.

Used on 1 desk · see how

county about 14,709,204 rows · 4 tables
CMS Medicare Physician & Other Practitioners; Medicare Inpatient Hospitals

Medicare clinicians, services & hospital stays

Clinicians billing Medicare by county and specialty (office location), 2013 on — local doctor supply and how it's changing; every service code by state (how often, what Medicare pays); hospital stays by DRG and state (discharges, charges, payments). Totals only.

Used on 1 desk · see how

county about 4,173,278 rows · 3 tables
Social Security Administration

Social Security & SSI by county and ZIP

People getting Social Security (retired workers, disabled workers, survivors, family) and the benefits paid each month, by county from 2004 and by ZIP from 2003; SSI recipients and payments by county from 2003. Shows how much of a local economy runs on fixed income, and how that has changed.

Used on 3 desks · see how

county about 957,673 rows · 3 tables
Census Bureau

County Business Patterns

Businesses, workers, and payroll by county and industry — how much activity is here.

Used on 8 desks · see how

county about 604,548 rows
Census Business Dynamics Statistics

Business openings & closings

Firm and establishment births and deaths, and jobs created and lost, by county and by sector (2010–2023).

Used on 2 desks · see how

county about 591,501 rows · 2 tables
Census Business Formation Statistics

New business applications

Applications for a new employer ID — the earliest sign of new businesses: by county every year since 2005, and monthly for the nation, states, and industries, with projected new employers.

Used on 1 desk · see how

county about 482,927 rows · 2 tables
Census Nonemployer Statistics

Self-employed businesses (Nonemployer Statistics)

Businesses with no paid employees — the self-employed, gig workers, and one-person firms — and their sales, by county and industry, 2018 on.

Used on 1 desk · see how

county about 25,988,657 rows · 2 tables
Census Annual Business Survey

Business owners (Annual Business Survey)

Employer businesses, their workers, payroll, and sales by county — by the owners' sex, ethnicity, race, and veteran status, and by industry.

Used on 1 desk · see how

county about 205,477 rows
Bureau of Economic Analysis

County GDP

Gross domestic product by county and industry — the size of the local economy.

Used on 1 desk · see how

county about 2,350,479 rows
IRS Exempt Organizations Business Master File

Nonprofits & tax-exempt groups

Every tax-exempt organization the IRS recognizes: charities, hospitals, housing groups, churches, and associations, with location, type, and size.

Used on 1 desk · see how

ZIP about 8,799,675 rows · 6 tables
Census Bureau Annual Survey of State & Local Government Finances

Local government money

Revenue, taxes, spending and debt for every county, city, town, school district, and special district, plus the list of all local governments.

county about 15,546,793 rows · 6 tables
DoD Office of Local Defense Community Cooperation

Defense spending by state & county

Defense contracts and payroll in each state and county, by year.

county about 51,536 rows
FMCSA

Trucking & bus companies

Registered motor carriers: where they are based, trucks and drivers, and what they haul. One-person carriers are not shown.

facility about 2,207,642 rows
NCES

Public schools

Every public school every year since 2014 — enrollment, teachers, grades, Title I, free and reduced-price lunch, locale — with school locations and county roll-ups.

facility about 1,308,721 rows · 4 tables
NCES Common Core of Data

Public schools, 1986–2013

Every public school from 1986 to 2013: enrollment, teachers, and lunch-program counts. Adds the years before our main school table starts.

facility about 3,293,226 rows
NCES EDGE

School neighborhood poverty

An estimate of how well-off the families around each public school are, from Census income data for the school's neighborhood.

facility about 703,500 rows
NCES Common Core of Data

School districts

Every U.S. school district each year: where it is, how many students by grade, race and sex, its staff, and its dropouts and graduates, back to 1986.

district about 20,912,912 rows · 13 tables
Census Bureau Annual Survey of School System Finances

School district money (F-33)

How much money each school district takes in and spends, and where it comes from (federal, state, local), every year since 1992.

district about 1,205,433 rows · 3 tables
Census Bureau SAIPE

Child poverty by school district

Children in poverty for every school district each year, the figures ED uses for Title I.

district about 377,005 rows
U.S. Department of Education

Title I money by school district

How much federal Title I money each school district is allocated for schools with many low-income children, fiscal 2002–2020 and 2024 (2021–2023 were not kept online).

district about 270,407 rows
NCES EDGE geographic relationship files

What each school district covers

Which counties, ZIP areas, tracts and towns each school district covers, and how much of each.

district about 8,884,333 rows · 12 tables
U.S. Department of Education EDFacts

Graduation rates & test scores

Graduation rates and the share of students passing state tests, by school, district and state, with ranges turned into usable numbers.

facility about 78,551,972 rows · 5 tables
U.S. Department of Education Office for Civil Rights

Civil rights data — schools

School-by-school civil rights data: AP and advanced courses, discipline, restraint, bullying, staffing and more, for the 2015 through 2023 collections.

facility about 14,096,504 rows · 51 tables
U.S. Department of Education Office for Civil Rights

Civil rights data — districts

District-level civil rights data: district characteristics, distance learning, and high school equivalency (GED) programs, 2015 through 2023 collections.

district about 223,687 rows · 6 tables
U.S. Department of Education Office for Civil Rights

Civil rights data — 2009 to 2013

The earlier civil rights collections (2009–10, 2011–12, 2013–14), school and district files, kept as published.

facility about 21,163,795 rows · 248 tables
U.S. Department of Education Office for Civil Rights

Civil rights data — field definitions

What each column in the civil rights files means, for every collection.

national about 15,304 rows · 3 tables
NCES Private School Survey

Private schools

Every private school, every survey since 1989: location, religious affiliation, grades, students and teachers.

facility about 1,681,165 rows · 6 tables
U.S. Department of Education Education Stabilization Fund

School COVID relief spending

How each school district reported using its COVID relief money (ESSER and related funds), by year. Also covers governors' (GEER), colleges' (HEER), and private-school (EANS) funds.

district about 490,388 rows · 40 tables
FCC / Universal Service Administrative Co.

School & library internet discounts (E-Rate)

Federal internet and telecom discounts for each school and library: what was requested, committed and paid.

facility about 10,994,515 rows · 5 tables
NCES IPEDS

Colleges — directory

Every college, university and trade school that takes federal student aid: location, type, size, programs offered, tuition and costs, every year.

facility about 313,256 rows · 4 tables
NCES IPEDS

Colleges — enrollment

How many students each college enrolls in the fall and over the year, by level, race and sex, how many study online, and how many first-year students come back.

facility about 3,931,459 rows · 5 tables
NCES IPEDS

Colleges — degrees awarded

Degrees and certificates each college awards, by field of study and level, and which programs each college offers.

facility about 9,089,460 rows · 2 tables
NCES IPEDS

Colleges — graduation rates

Share of each college's starting students who finish, on time and within twice the normal time, including Pell grant students.

facility about 1,326,433 rows · 4 tables
U.S. Department of Education

College Scorecard

Cost, debt, and earnings after school for each college and each field of study — what students pay and what they make later.

facility about 3,572,586 rows · 2 tables
U.S. Department of Education Federal Student Aid

Student loan default rates

Share of each college's former students who defaulted on federal loans, the official three-year rates.

facility about 4,539 rows
U.S. Department of Education Federal Student Aid

Pell grants and student loans by college

Every college's Pell grant, FSEOG, TEACH and Direct Loan recipients and dollars, by quarter, since 2013–14.

facility about 15,831,289 rows · 3 tables
Institute of Museum and Library Services

Public libraries

Every public library system and branch each year: location, hours, visits, books and e-books, programs, computers, staff, and money.

facility about 821,322 rows · 3 tables
HHS Administration for Children and Families

Head Start centers

Every Head Start and Early Head Start center, with address, slots and operator, kept as dated snapshots.

facility about 35,328 rows
HIFLD (DHS)

Child care centers

Licensed child care centers, school-based and religious programs, and Head Start sites, with location and capacity where states report it.

facility about 126,981 rows
U.S. Department of Labor Women's Bureau (National Database of Childcare Prices)

Child care prices

What child care costs in each county by child age and type of care, 2008–2022, plus local work and income context.

county about 154,650 rows · 4 tables
Census Bureau American Community Survey

Working parents

How many kids live with working parents, and how many mothers work, by children's ages, for every county since 2009.

county about 5,572,731 rows
Census Bureau

Educational attainment

Share of adults 25+ by highest schooling, from less than high school to graduate degree.

Used on 1 desk · see how

county about 37,291 rows
CDC

Local health measures (PLACES)

County estimates of obesity, diabetes, smoking, checkups, and dozens of other health measures.

Used on 1 desk · see how

county about 27,089,550 rows · 5 tables
NHTSA FARS

Traffic fatalities

Fatal traffic crashes counted by county from the Fatality Analysis Reporting System.

Used on 1 desk · see how

county about 8,515,197 rows · 4 tables
FBI Crime Data Explorer (UCR / NIBRS)

Reported crime by police agency

Violent and property crimes each police department and sheriff reported to the FBI, month by month since 2015, with the population each one serves. Reporting is uneven, so we show how many departments reported next to every number.

Used on 3 desks · see how

county about 5,167,153 rows · 2 tables
GSA Federal Real Property Profile

Federal buildings & land (FRPP)

Every civilian federal building, structure, and parcel of land, FY2021–FY2025: owned or leased, use, size, age, condition, costs, how much it's used, and where it stands on the way out — decided to dispose, reported excess, declared surplus, disposed of (with method and sale price). Plus a summary by installation that includes military bases.

Used on 4 desks · see how

facility about 1,514,219 rows · 2 tables
Bureau of Transportation Statistics

Supply chain & freight indicators

National weekly and monthly freight measures since 2019: diesel prices, trucking prices, container and grain-barge rates, port and rail volumes, rail terminal delays, and freight jobs.

Used on 1 desk · see how

national about 24,710 rows
BTS National Census of Ferry Operators

Ferry operators, terminals & routes

Every U.S. ferry terminal (with location and connections to bus and rail), operator, and route segment from the newest national ferry census.

Used on 1 desk · see how

facility about 1,637 rows · 3 tables
U.S. DOT Office of the Secretary

Essential Air Service (subsidized flights)

Every small-airport community where DOT pays an airline to keep flights going: airline, hubs served, aircraft, yearly subsidy, and contract dates, in reports from 2020 to now (lower 48, Hawaii, Puerto Rico, and Alaska). Plus the $200-per-passenger limit reports (FY2015–FY2019), miles to the nearest big hub, the list of eligible communities, communities that lost service since 1989, and program funding since 1979.

Used on 3 desks · see how

county about 2,689 rows · 6 tables
USAspending.gov (U.S. DOT awards)

Transportation grants by county

Department of Transportation grants and cooperative agreements by county where the work happens, program, and fiscal year since 2018 — highways, bridges, airports, transit, safety, RAISE and rural programs.

Used on 3 desks · see how

county about 68,366 rows
U.S. DOT PHMSA

Pipeline incidents

Every incident pipeline operators reported since 1970 — gas distribution, gas transmission and gathering, hazardous liquid, and LNG: when, where, operator, cause, deaths, injuries, and cost. All the old and new report forms read into one table, with each original report kept whole.

Used on 2 desks · see how

point about 70,552 rows
FHWA Highway Performance Monitoring System

Road traffic volumes

Every reported road section: average daily traffic (all vehicles and trucks), projected traffic, lanes, speed limit, and road class. Used for traffic counts near a site.

Used on 1 desk · see how

road section about 23,544,833 rows · 2 tables
CDC

Health survey by metro (BRFSS SMART)

Adults' health, habits, and screenings from the national health survey, for each metro area.

metro about 209,724 rows
CDC

COVID-19 by county

COVID-19 cases, hospital admissions, deaths, and community levels by county and week.

county about 932,937 rows · 4 tables
CDC U.S. Diabetes Surveillance System

Diabetes by county

Diabetes, obesity, and inactivity rates for each county by year.

county about 3,380,015 rows
National Cancer Institute State Cancer Profiles

Cancer rates

New cancer cases and deaths per 100,000 for each county, with trends.

county about 21,746 rows
CDC

Injury deaths

Deaths from injuries — falls, firearms, motor vehicles, poisoning — by county and year.

county about 130,832 rows
CDC National Center for Health Statistics

Teen births

Birth rates for teens 15–19 in each county, modeled every year.

county about 56,179 rows
HHS Office for Civil Rights

Health data breaches

Breaches of health records affecting 500 or more people: who, how many, and how.

facility about 13,872 rows
KFF

State health facts

State health policy and coverage indicators from KFF State Health Facts.

state about 5,163 rows
FAA and Bureau of Transportation Statistics

Airports & air traffic

Every public and private airport and runway, passengers boarding and cargo by airport, and airline flights and passengers between airports by month.

facility about 9,033,911 rows · 6 tables
FAA

Airport improvement grants

Federal grants to airports for runways, terminals, and safety, by year.

facility about 61,898 rows · 2 tables
Federal Railroad Administration

Rail crossings & accidents

Every railroad crossing, crashes at crossings, and train accidents by county and year.

facility about 203,529 rows · 2 tables
Bureau of Transportation Statistics

Transportation facilities (NTAD)

Rail yards, railroad bridges, tunnels, intermodal terminals, passenger stations, alternative fuel stations, and military bases.

facility about 128,380 rows · 4 tables
HIFLD (DHS)

Emergency & public safety facilities

Fire and EMS stations, police, emergency operations centers, Red Cross offices, shelters, and prisons.

facility about 152,671 rows · 7 tables
Energy Information Administration

Fuel, natural gas, and electricity prices

Weekly gasoline and diesel prices (U.S., regions, states, cities), heating oil and propane, monthly natural gas prices by state and use, and electricity prices by state and customer type, since 2000.

Used on 1 desk · see how

state about 1,327,681 rows
EPA

Air quality

Annual county air-quality summaries from EPA monitors.

Used on 2 desks · see how

county about 11,584,995 rows · 4 tables
EPA Toxics Release Inventory

Toxic chemical releases

Facilities that report releasing listed toxic chemicals, by facility and chemical.

Used on 1 desk · see how

facility about 153,520 rows
EPA Facility Registry Service

EPA-regulated facilities

Millions of sites regulated or tracked by EPA programs, with locations.

Used on 1 desk · see how

facility about 5,039,147 rows
Mine Safety and Health Administration

Mines

Active and past mines with type, operator, and location.

Used on 1 desk · see how

facility about 89,547 rows
Energy Information Administration

Electric utilities & sales

Which utilities serve each county, and electricity sales by state.

Used on 1 desk · see how

county about 28,671 rows · 2 tables
NREL (INFRA-COMPASS), CC BY 4.0

Local solar & wind siting rules

Zoning rules for solar and wind projects in about 930 counties and 1,400 towns, 2025: bans and moratoriums, which zones allow them, setbacks, size and height limits, farmland rules, decommissioning — each with the ordinance source. Collected with AI help; check the source.

Used on 1 desk · see how

county about 22,846 rows
BEA Outdoor Recreation Satellite Account

Outdoor recreation economy

Outdoor recreation's share of each state's economy, jobs, and pay, with the biggest activities (boating and fishing, RVing, snow sports, festivals…), 2024.

Used on 3 desks · see how

state about 2,280 rows
EIA-861, compiled by NREL (CC BY 4.0)

Power utilities & rates by ZIP

Which electric utilities serve each ZIP code, their ownership (investor-owned, co-op, city), and their average home, business, and industrial price per kWh, 2020–2024.

Used on 1 desk · see how

ZIP about 392,198 rows
ORNL EAGLE-I, via DOE OEDI (CC BY 4.0)

Power outages by county

How often each county loses power, for how long, and how many customers, by year 2014–2023.

Used on 3 desks · see how

county about 244,727,072 rows · 8 tables
DOE LEAD

Household energy burden

Share of income households spend on energy, by county and income level.

Used on 2 desks · see how

county about 17,343,219 rows · 3 tables
Energy Information Administration

Gasoline prices

Weekly retail gasoline prices.

Used on 1 desk · see how

national about 23,010 rows
Energy Information Administration (EIA-860, 860M, 923)

Power plants & generators

Every power plant and generator: owner, fuel, size, status, monthly changes, fuel bought, and electricity made.

facility about 5,930,391 rows · 7 tables
HIFLD (DHS)

Energy infrastructure (HIFLD)

Power plants, transmission lines (and miles by county), and petroleum terminals.

facility about 222,864 rows · 4 tables
Energy Information Administration

State energy data & outlook

Energy use, production, prices and spending by state back to 1960, and EIA's short-term energy outlook.

state about 2,555,596 rows · 3 tables
Department of Energy (OE-417)

Major power disturbances

Major outages and grid emergencies reported to DOE: when, where, why, and how many customers.

county about 8,921 rows · 2 tables
U.S. Wind Turbine Database (USGS, DOE, LBNL)

Wind turbines

Every land-based and offshore wind turbine: location, height, capacity, and project.

facility about 2,078,476 rows
Nuclear Regulatory Commission

Nuclear plants & emergency zones

Nuclear power plant sites and the counties in their emergency planning zones.

facility about 3,248 rows · 2 tables
Interior Office of Natural Resources Revenue

Federal oil, gas & mineral revenue

Oil, gas, coal and other production on federal land by county, the royalties and fees collected, and what goes back to states and counties.

county about 616,062 rows · 8 tables
EPA Safe Drinking Water Information System

Drinking water systems & violations

Every public water system: who it serves, its facilities and service areas, violations, enforcement, and lead and copper test results.

facility about 8,907,865 rows · 9 tables
EPA

EPA compliance & enforcement (ECHO)

Every EPA-regulated facility with its permits, inspections, violations, and penalties under air, water, and waste laws.

facility about 2,884,918 rows
EPA

Superfund & brownfield sites

Superfund National Priorities List sites, every Superfund site and its contaminants, and brownfield properties with cleanup grants.

facility about 490,966 rows · 5 tables
CDC/EPA

Daily air pollution estimates

Modeled fine particle (PM2.5) and ozone levels for every county, daily and monthly.

county about 48,066,675 rows · 3 tables
CDC Environmental Public Health Tracking Network

Environmental public health tracking

Heat, air, water, asthma, and other environment-and-health measures by county and state, including contaminants in community water systems.

county about 16,512,427 rows · 4 tables
CDC

Heat and health index

A ZIP-level score for how heat affects health, from heat exposure, sensitivity, and ability to cope.

ZIP about 30,930 rows
NOAA National Centers for Environmental Information

Climate by county, monthly

Temperature, rain, and drought index for every county, climate division, and state, every month since 1895, with normals.

county about 59,959,397 rows · 7 tables
NOAA

Climate normals by station

30-year average temperature and rain for each weather station, by month and year.

facility about 162,449 rows · 3 tables
NOAA Climate Prediction Center

Climate outlooks & El Niño

Seasonal temperature and rain outlooks by county, and the El Niño/La Niña index.

county about 65,180 rows · 2 tables
National Park Service

National parks & visits

Visits to each national park by year and month, and which counties each park is in.

facility about 213,067 rows · 3 tables
Census, USDA NASS & Forest Service

Land area, use & forests

County land and water area, farm share of land, and forest land.

Used on 9 desks · see how

county about 9,699 rows · 3 tables
USGS PAD-US

Protected lands

Parks and protected areas by county from the Protected Areas Database.

Used on 1 desk · see how

county about 3,168 rows
FEMA

Federal disaster declarations

Every presidential disaster and emergency declaration, by county, type, and date.

Used on 3 desks · see how

county about 70,732 rows · 2 tables
NOAA National Centers for Environmental Information

Storm events

Every recorded storm since 2020 (tornadoes, floods, hail, wildfire, heat, winter storms) with deaths, injuries, and damage, plus totals for each county and year.

Used on 2 desks · see how

county about 969,193 rows · 5 tables
FEMA NFIP

Buildings flooded more than once

Counts of insured buildings with repeated flood claims (repetitive and severe repetitive loss), by county and ZIP, with how many were mitigated. Totals only.

Used on 3 desks · see how

county about 15,445 rows · 2 tables
FEMA

National Risk Index

FEMA's county ratings for 18 natural hazards (hurricanes, floods, tornadoes, heat, winter storms, wildfire, and more): expected yearly losses, social vulnerability, and community resilience. December 2025 release.

Used on 2 desks · see how

county about 2,424 rows
USDA Forest Service

Wildfire risk to communities

For every state, county, town, and tribal area: how many buildings sit where wildfire could reach them (direct, indirect, or minimal exposure), and how its wildfire likelihood and risk rank in the state and nation.

Used on 1 desk · see how

county about 35,438 rows · 5 tables
NOAA

Billion-dollar disasters

U.S. weather and climate disasters that cost $1 billion or more: type, cost, deaths, and states hit.

state about 41,815 rows · 5 tables
NOAA National Hurricane Center (HURDAT2)

Hurricane tracks

Every Atlantic and Pacific storm's track since 1851, and the counties each one crossed.

county about 104,760 rows · 3 tables
USGS/USFS (MTBS) and Forest Service (FPA FOD)

Wildfires

Large fire burn areas since 1984 and every recorded wildfire since 1992, by county and year.

county about 2,213,617 rows · 5 tables
USGS

Earthquakes

Earthquakes with magnitude, depth and location, and counts by county and year.

county about 431,245 rows · 2 tables
FEMA National Flood Insurance Program

Flood insurance claims & policies

Every flood insurance claim and policy (no names or addresses), policies by county and year, which communities take part, and their discount class.

county about 6,970,569 rows · 6 tables
FEMA

FEMA disaster assistance

Help to households after disasters by ZIP (owners and renters), public assistance projects for rebuilding, hazard mitigation projects and plans, and preparedness grants.

county about 2,603,037 rows · 10 tables
Army Corps of Engineers (National Levee Database) and NTAD

Levees & dams

Levee systems, segments and the areas they protect, by county, and the national dam inventory.

facility about 134,828 rows · 5 tables
FCC Disaster Information Reporting System

Disaster communications outages

During disasters, how many cell sites and cable and phone customers were out in each county.

county about 26,338 rows · 2 tables
USDA NASS

Farm statistics

County crops, livestock, acres, and farm sales.

Used on 2 desks · see how

county about 484,495 rows
USDA NASS

County crops and livestock, every year

NASS's yearly county estimates since 2000: acres planted and harvested, yield, and production for corn, soybeans, wheat, cotton, hay and more; cattle inventories; and cash rent per acre. Survey numbers between the five-year Census of Agriculture.

Used on 1 desk · see how

county about 1,465,182 rows
USDA Risk Management Agency

Crop insurance by county

Federal crop insurance by county, crop, plan, and coverage level since 2015: policies, insured acres, liability, premium, the federal premium subsidy, losses paid, and loss ratio.

Used on 2 desks · see how

county about 8,802,286 rows · 4 tables
USDA Farm Service Agency

Farm disaster designations

Counties named in USDA Secretarial and presidential disaster designations, 2014–2022, with the causes (drought, flood, freeze, hail …) and dates. A designation opens emergency farm loans.

Used on 1 desk · see how

county about 67,580 rows
U.S. Drought Monitor (NDMC, USDA, NOAA)

Drought by county, every week

Share of each county's area in each drought level — abnormally dry (D0) through exceptional (D4) — every week since 2015. Produced by the National Drought Mitigation Center at the University of Nebraska-Lincoln, USDA, and NOAA.

Used on 1 desk · see how

county about 1,926,764 rows
USDA ERS

Farm income and wealth

Farm income, cash receipts by commodity, government payments, production expenses, and farm balance sheets (assets, debt, equity) for the US and each state, back to 1910 for the nation, with this year's forecast.

Used on 1 desk · see how

state about 456,624 rows
USDA Forest Service FIA

Forests by county

Forest land and timberland acres, timber volume, carbon stored in trees, and tree counts for every county from the national forest inventory, plus forest land split public vs. private. Plot-sample estimates with their margins of error.

Used on 1 desk · see how

county about 18,365 rows
USGS

Water use by county: irrigation, livestock, towns

Water withdrawn per day in 2015 for irrigation (with irrigated acres by sprinkler, drip, and flood), livestock, aquaculture, public supply, homes, industry, mining, and power plants.

Used on 1 desk · see how

county about 3,016 rows · 2 tables
USDA FSIS & FDA

Meat, poultry & drug plants

USDA-inspected meat, poultry, and egg plants, and FDA-registered drug establishments.

Used on 2 desks · see how

facility about 17,235 rows · 2 tables
USDA FNS

SNAP participation by county

People and households on SNAP and benefits issued, every January and July since 1989, by county or SNAP office area (FNS-388A).

Used on 1 desk · see how

county about 203,037 rows
USDA FNS

Stores that take SNAP, since 2005

Every store authorized to accept SNAP from 2005 to 2025 — grocery, convenience, farmers market and more — with its address, map point, and the dates it was authorized and stopped.

facility about 652,850 rows
USDA ERS

SNAP policy by state

State SNAP rules over time (1996–2020): eligibility, applications, and vehicle rules.

Used on 1 desk · see how

state about 13,963 rows
OpenStreetMap contributors

Grocery store locations

Supermarkets, grocers, and convenience stores mapped by volunteers (not a government source).

Used on 1 desk · see how

facility about 42,325 rows
USDA AMS MyMarketNews

Market News: eggs, poultry, dairy, grain, feed, retail ads

Every USDA Market News report we carry, since 2020: shell eggs (conventional, cage-free, organic) and egg inventory, chicken and turkey, dairy products, cash grain bids, feedstuffs, ethanol, cold storage, and weekly grocery feature prices. Filter by report to get one commodity.

Used on 1 desk · see how

national about 12,768,723 rows · 4 tables
USDA NASS

Farm surveys: livestock, poultry, eggs, dairy, crops

Every NASS survey series by state and nation since 2000: layers, chick hatchings and placements, cattle on feed, hogs, milk, cold storage, crop progress and condition, grain stocks, prices farmers get and pay, farm wages.

Used on 1 desk · see how

state about 3,861,634 rows
USDA AMS Livestock Mandatory Reporting

Livestock and meat wholesale prices

Prices packers report by law, daily and weekly since 2019: boxed beef cutout, pork cutout, slaughter hogs, fed cattle, lamb.

Used on 1 desk · see how

national about 1,691,964 rows
USDA ERS

Food price outlook and forecast history

USDA's monthly forecast of retail and wholesale food price changes by category, actual yearly changes since 1974, and every forecast published since 2002.

Used on 1 desk · see how

national about 48,354 rows · 3 tables
University of Michigan Surveys of Consumers

Consumer sentiment and expected inflation

Monthly consumer sentiment since 1952, current conditions and expectations, and how much shoppers expect prices to rise over the next year and the next five.

Used on 1 desk · see how

national about 3,090 rows
Bureau of Economic Analysis

Personal income and saving, monthly

Disposable personal income in current and real (chained 2017) dollars, real income per person, and the personal saving rate, monthly.

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national about 416 rows
BLS Consumer Expenditure Survey

Household spending by income, age, generation, and region

What the average household spends a year on food at home and eating out, and on beef, pork, poultry, eggs, dairy, milk, butter, bakery, fruit, and coffee — by income fifth, age, generation, region, and city vs rural — with after-tax income.

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national about 2,359 rows
USDA APHIS, USDA FSA, NOAA, and sourced reports

Farm supply events: disease, weather, designations, trade

One table for events that hit flocks, herds, crops, or stocks — bird flu and other animal disease, crop damage from storms, disaster designations, trade actions, plant closures — with species, place, size, action taken, and when supply is due back.

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county about 37,067 rows
USDA Foreign Agricultural Service

U.S. export sales, weekly

Weekly U.S. export sales and shipments for corn, soybeans, soybean meal, wheat, beef, and pork: shipped, sold but not yet shipped, and total sold for the marketing year.

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national about 951 rows
Bureau of Labor Statistics

Food and farm consumer and producer prices

Consumer price indexes for food, average retail prices (eggs per dozen, ground beef per pound …), and producer prices for farm products, processed foods, fuels, and fertilizer, monthly since 2000.

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national about 679,112 rows · 2 tables
USDA ERS

Fruit and vegetable retail prices

Average retail price per pound and per cup for about 130 fruits and vegetables by form (fresh, canned, frozen, juice), 2013–2023.

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national about 777 rows
USDA ERS

State farm exports and trade

Each state's farm exports by commodity since 2000, and its top export and import commodities by country, by fiscal quarter.

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state about 140,630 rows · 2 tables
USDA Farm Service Agency

Farm program payments

Payments to farmers by county, program and year.

county about 1,140,764 rows · 3 tables
USDA Farm Service Agency

Conservation Reserve Program

Farmland enrolled in the Conservation Reserve: acres and rent by county, practices, and contracts ending.

county about 654,251 rows · 5 tables
USDA Farm Service Agency

Crop acres reported to FSA

Planted and failed acres by crop and county, farm counts, and base acres for farm programs.

county about 3,257,196 rows · 3 tables
USDA Foreign Agricultural Service and USDA baseline

World crop supply & demand

Production, use, trade and stocks of crops and livestock by country, weekly export sales by country, and USDA's ten-year outlook.

national about 2,735,272 rows · 4 tables
Federal Reserve

Farm lending

Farm loan volumes, rates, and credit conditions.

national about 3,980 rows
EPA

Large livestock farms (CAFOs)

Estimated large animal feeding operations by county.

county about 3,151 rows
FDA

Food & drug recalls

Recalls of food, drugs, and devices: what, who, why, and where it was sent.

facility about 79,040 rows
FCC Antenna Structure Registration

Registered towers

Towers and tall structures with height, type, owner, and location, plus counts by county.

Used on 1 desk · see how

facility about 221,492 rows · 3 tables
FCC Universal Licensing System

Wireless licenses

Licenses for cellular, microwave, land mobile and more — who holds them, where sites are, antennas, and frequencies.

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facility about 21,706,189 rows · 5 tables
FCC Form 477

Home internet subscriptions (connections)

How many fixed internet subscriptions (connections) each county has, twice a year since 2009 — consumer, non_consumer, and all_connections are in THOUSANDS of connections. The speed-tier table codes residential connections per 1,000 households from 0 (none) to 5 (more than 800). This is who subscribes, not what's available; for availability see Broadband available at home (FCC National Broadband Map).

Used on 1 desk · see how

county about 173,917 rows · 2 tables
FCC National Broadband Map

Broadband available at home

For each county and its urban and rural parts: the share of homes and businesses where a provider reports wired, fiber, or gigabit service, and 100/20 Mbps (the federal “served” line).

Used on 2 desks · see how

county about 17,136 rows
FCC Universal Licensing System

Public safety radio licenses

Police, fire, EMS and other public safety radio licenses: who holds them, sites, frequencies, and digital or analog by county.

county about 5,908,044 rows · 4 tables
FCC PSAP Registry

911 call centers

Every 911 public safety answering point by county and city, with changes over time.

county about 199,033 rows · 2 tables
Universal Service Administrative Co.

Rural health care telecom support

Internet and phone discounts for rural hospitals and clinics: who applied, what was committed and paid.

facility about 916,391 rows · 2 tables
CMS

Medicare telehealth use

How many Medicare patients used telehealth by state, quarter, and type of patient.

state about 36,934 rows
Open States (Plural Policy)

State legislature bills

Bills in state legislatures back to 2017: title, sponsors (linked to state lawmakers), subjects, every recorded step, where it stands, and the link to the official text. One state is added each day; loaded states update daily.

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state about 22,168,321 rows · 4 tables
Library of Congress (Congress.gov / GovInfo)

Bills in Congress

Every bill and joint resolution in the last two Congresses: what it does, where it stands, who sponsored it, its subjects, and every step it has taken.

Used on 5 desks · see how

national about 663,163 rows · 4 tables
U.S. Congress (congress-legislators project) and Open States

Members of Congress & state legislators

Who has served in the House and Senate since 2020, plus every current state senator and representative: party, and which district they represent.

Used on 8 desks · see how

district about 114,265 rows · 5 tables
Federal Register (National Archives)

Federal rules & executive orders

Final and proposed rules since 2020 from the agencies that shape health care, housing, food, energy, jobs, and disasters, plus presidential documents. Shows when each rule takes effect and when comments close.

Used on 2 desks · see how

national about 2,072,502 rows · 4 tables
Regulations.gov (GSA)

Public comment windows

Proposed and final rules posted for public comment, with the dates the comment window opens and closes.

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national about 413,326 rows · 3 tables
Census Bureau

Congressional & state legislative districts

Every congressional district (119th Congress) and state senate and house district (2024), and how much of each county's people and each ZIP's land falls in each one.

Used on 8 desks · see how

county about 166,595 rows · 3 tables
U.S. Election Assistance Commission

Voting & election administration

For each county or town in the 2024 general election: registered voters, how many voted, and how (in person, early, or by mail), plus precincts and polling places.

Used on 4 desks · see how

county about 396,879 rows · 2 tables
Federal Election Commission

Campaign money by candidate

How much each House, Senate, and presidential candidate raised and spent, cash on hand, and debts, for the 2024 and 2026 elections. Totals only; no individual donors.

Used on 1 desk · see how

district about 8,190,081 rows · 7 tables
Senate Office of Public Records & House Clerk (Lobbying Disclosure Act)

Lobbying reports

Quarterly reports from lobbying firms and the companies and groups that hire them for 2025–2026: who paid whom, how much, which issues, and which bills they worked on.

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national about 801,904 rows · 3 tables
GovInfo Bill Status (Library of Congress)

Bills in Congress, back to 2013

Every bill since the 113th Congress: titles, summaries, sponsors and cosponsors, committees, actions, amendments, related bills, subjects, and laws.

national about 6,175,481 rows · 10 tables
Voteview (UCLA) and House and Senate clerks

Roll-call votes in Congress

Every recorded vote in the House and Senate and how each member voted, with party splits.

national about 26,052,051 rows · 4 tables
OMB Office of Information and Regulatory Affairs (Reginfo.gov)

Rules in the pipeline

Rules agencies plan (Unified Agenda) with timetables, rules under White House review, and meetings with outside groups.

national about 910,582 rows · 4 tables
Congressional Budget Office

CBO cost estimates

What CBO says each bill would cost or save.

national about 13,910 rows
Federal Judicial Center

Federal civil lawsuits

Civil cases filed and closed in federal court by county, year, and type of suit.

county about 5,841,272 rows · 3 tables

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