Methodology · 86 public sources
How we get each number
Everything on this site comes from a public record or an agency's published data, pulled from the source, dated and credited. Here are the rules every figure follows, and every source we use.
The rules
- No invented numbers. Every figure comes from a named source file. If we don't have a number, the page shows a dash or says so; we never estimate to fill a gap.
- Credit the agency that publishes it. Rates are credited to the U.S. Treasury and Freddie Mac, jobs to BLS and the Census Bureau, and so on. FRED (St. Louis Fed) is used for long history and as a cross-check, not as the credit.
- Every number is dated. Each chart says what period its data runs through, and the bar at the top of each page shows the newest period from each source and when we last checked it.
- Partial years stay off the charts. A year in progress is stated in the note ("2026 so far") and never charted beside full years.
- Blank means withheld, not zero. Agencies suppress some cells to protect a single employer or a small sample. We show those as "—".
- Organizations, not people. On permits, agendas and filings we name a company, church, school district or government body, but never a private individual. The build fails if any name on our watch list appears anywhere on the site.
- Charts must reach their headline. The build also fails if a chart ends on an earlier date than the number printed above it.
- Labels follow published rules. Heating, Steady and Cooling on the Conditions strip and the Growth Radar come from one fixed formula, printed on those pages. The labels describe places, never individual properties, and they are not forecasts.
- Corrections are public. When a published number was wrong, we fix it and log it on the corrections page.
- Commentary, not advice. Nothing here is investment, legal or tax advice.
How the data moves
Our research partner pulls each source on its own schedule (daily for rates and meetings, weekly for most local records, monthly or quarterly for agency releases) and records the source address, the period covered and the time it was fetched for every value. Each delivery is checked before it is loaded. The site is rebuilt every day, and every number is also available as free JSON through the data API.
Figures marked as derived (a 12-month total, a change from a year earlier, a share) are computed from the source values on the same page, and their notes say so.
Every source
86 sources; 44 feed a page directly, and the rest feed the API and background checks.
| What | Through | Used on |
|---|---|---|
| ADH county health aggregates — NWA Arkansas Department of Health (ADH Health Data hub, ArcGIS Online) · checked 2026-10-14 | 2026-10-14 | API |
| Air quality days by year (EPA AirData) U.S. EPA, AirData annual AQI by county · checked 2026-10-21 | 2025 | /risk |
| ARDOT bid tabulations for NWA contracts — every bidder, low bid, competition Arkansas Department of Transportation, bid tabulation summaries · checked 2026-10-26 | 2026-10-26 | API |
| ARDOT contract awards in NWA counties — letting results with contractor and amount Arkansas Department of Transportation, letting awards lists · checked 2026-10-26 | 2026-10-26 | API |
| ARDOT projects in NWA — status, dates, contractor (map layer companion) Arkansas Department of Transportation GIS · checked 2026-10-26 | 2026-10-26 | /arkansas |
| ardot-workzones Courtesy of the Arkansas Department of Transportation (IDrive Arkansas) · checked 2026-10-30 | 2026-10-30 | API |
| Arkansas bills touching real estate, property tax, development (2025 regular + 2026 fiscal sessions) Arkansas Bureau of Legislative Research · checked 2026-10-14 | 2026-10-14 | /arkansas |
| Arkansas Legislative Audit reports — NWA cities, counties, schools, utilities Arkansas Legislative Audit · checked 2026-10-26 | 2026-10-26 | API |
| Arkansas state general revenue vs forecast (DFA monthly report) Arkansas Department of Finance and Administration, General Revenue Report · checked 2026-10-20 | 2026-09 | /arkansas |
| Arkansas state pension funded ratios (ATRS, APERS) ATRS and APERS Annual Comprehensive Financial Reports · checked 2026-10-14 | 2026-10-14 | API |
| Arkansas weekly unemployment claims (U.S. Department of Labor) U.S. Department of Labor, Employment and Training Administration · checked 2026-10-26 | 2026-10-26 | API |
| Atlanta Fed GDPNow (current-quarter nowcast) Federal Reserve Bank of Atlanta, GDPNow · checked 2026-10-30 | 2026-10-29 | /federal |
| Audited city & county finances — General Fund budget vs actual, outstanding debt (Core 6 + Benton/Washington counties) audited financial statements via Arkansas Legislative Audit · checked 2026-10-14 | 2026-10-14 | API |
| Bankruptcy filings by county — NWA (U.S. Courts F-5A) Administrative Office of the U.S. Courts, Table F-5A · checked 2026-10-14 | 2026-10-14 | API |
| Banks and CRE lending (FDIC call reports) FDIC BankFind Suite (call report data) · checked 2026-10-14 | 2026-10-14 | API |
| Banks in NWA — branches, deposit market share, bank directory (FDIC) FDIC BankFind Suite API (locations, Summary of Deposits, institutions) · checked 2026-10-26 | 2026-10-26 | API |
| BEA: U.S. GDP growth, PCE inflation, Arkansas real GDP and personal income, NWA county income U.S. Bureau of Economic Analysis · checked 2026-10-14 | 2026-08 | /arkansas, /federal |
| Bentonville A&P (hotel and restaurant) tax collections by month | 2026-10-20 | API |
| Bentonville planning pipeline (PC items by type/year/status) City of Bentonville GIS · checked 2026-10-26 | 2026-10-26 | /signals |
| BLS: NWA metro jobs by industry, Arkansas jobs and unemployment, CPI (US, South), PPI, JOLTS, US jobs U.S. Bureau of Labor Statistics · checked 2026-10-26 | 2026-09 | /arkansas, /federal |
| Broadband availability by county — NWA (FCC BDC Dec 2025) FCC Broadband Data Collection (Dec 2025), summarized by Esri ArcGIS Living Atlas · checked 2026-10-14 | 2026-10-14 | API |
| Businesses by industry, size and ZIP — NWA (Census CBP 2023, Nonemployer 2024) U.S. Census Bureau, County Business Patterns and Nonemployer Statistics · checked 2026-10-20 | 2024 | /business |
| CBO baseline projections (latest in repo: 2026-02-01) and actuals Congressional Budget Office · checked 2026-10-14 | 2025 | /federal |
| census-2020-places U.S. Census Bureau, 2020 and 2010 Census (TIGERweb POP100) · checked 2026-10-21 | 2026-10-20 | API |
| Commuting flows, NWA counties (LEHD LODES 2023) U.S. Census Bureau, LEHD Origin-Destination Employment Statistics · checked 2026-10-14 | 2023 | /commute |
| Demographics, income and housing — every NWA county, town, ZIP and tract (ACS 2020-2024 5-year + 1-year) U.S. Census Bureau, American Community Survey · checked 2026-10-20 | 2024 | /city/[slug], /home-values, /zip/[zip] |
| Directory — banks & lenders with NWA branches FDIC BankFind Suite · checked 2026-10-26 | 2026-10-26 | /business, /economy |
| Directory — contractors bidding public road/bridge work in NWA (ARDOT) ARDOT bid tabulations and award lists · checked 2026-10-26 | 2026-10-26 | /arkansas |
| Directory — nonprofits in NWA (IRS + 990s) | 2026-10-26 | API |
| Earthquakes in NWA (AGS archive + USGS) Arkansas Geological Survey earthquake archive · checked 2026-10-14 | 2026-10-14 | /risk |
| EIA: Gulf Coast gasoline prices and Arkansas electricity prices U.S. Energy Information Administration · checked 2026-10-14 | 2026-10-14 | API |
| Electric utilities serving NWA — customers, sales and price by class (EIA-861, 2019-2025) | 2026-10-20 | API |
| Eviction filings — Benton, Washington, Carroll, Madison counties Civil Court Data Initiative. Legal Services Corporation (civilcourtdata.lsc.gov) · checked 2026-10-14 | 2026-10-14 | API |
| Farm, cropland and pasture values per acre — Arkansas vs MO, OK, US (USDA NASS, 2026) USDA National Agricultural Statistics Service, Land Values Summary · checked 2026-10-20 | 2026-10-20 | API |
| Fayetteville hotel/restaurant (HMR) tax — A&P collections | 2026-10-14 | API |
| Fayetteville water meters by customer type (snapshot) City of Fayetteville Utilities, Complete Meter List · checked 2026-10-14 | 2026-10-14 | /signals |
| Federal rules to watch (Federal Register, CRE/lending/housing keywords) Federal Register (federalregister.gov) · checked 2026-10-30 | 2026-10-30 | API |
| Federal spending in NWA and Arkansas (USAspending.gov) USAspending.gov · checked 2026-10-26 | 2026-10-26 | /federal |
| Federal transportation grants and highway aid in NWA (USAspending) USAspending.gov (U.S. Treasury), DOT assistance awards by place of performance · checked 2026-10-26 | 2026-10-26 | API |
| FEMA flood map revisions (LOMRs) — NWA counties FEMA National Flood Hazard Layer · checked 2026-10-14 | 2025 | /risk, /signals |
| Flood claims and disaster declarations (OpenFEMA) FEMA OpenFEMA. This product uses the FEMA OpenFEMA API but is not endorsed by FEMA. · checked 2026-10-14 | 2026-10-14 | API |
| FOMC calendar and Summary of Economic Projections Board of Governors of the Federal Reserve System · checked 2026-10-26 | 2026-10-26 | /federal |
| Food-service inspections — NWA counties (Arkansas Dept. of Health), counts only Arkansas Department of Health, Food Protection public inspection search · checked 2026-10-14 | 2026-10-14 | API |
| Freddie Mac weekly mortgage rates (PMMS) Freddie Mac Primary Mortgage Market Survey® · checked 2026-10-30 | 2026-10-29 | /federal |
| Gas prices — Arkansas and Fayetteville-Springdale-Rogers (AAA) AAA Gas Prices · checked 2026-10-30 | 2026-10-30 | API |
| Hiring, turnover and pay by county and industry (Census Quarterly Workforce Indicators) U.S. Census Bureau, LEHD Quarterly Workforce Indicators · checked 2026-10-21 | 2025-Q4 | /jobs |
| Home price index — NWA metro (quarterly), counties, ZIPs and tracts (FHFA) Federal Housing Finance Agency, House Price Index · checked 2026-10-20 | 2026-10-20 | API |
| Hospital prices for common services — NWA (aggregate) hospital standard-charge files published under CMS Hospital Price Transparency · checked 2026-10-14 | 2026-10-14 | /health |
| Hospitals and nursing homes in NWA (CMS) Centers for Medicare & Medicaid Services, Provider Data Catalog · checked 2026-10-14 | 2026-09-30 | /health |
| Household migration in/out of NWA counties (IRS SOI) IRS Statistics of Income, U.S. county-to-county migration data · checked 2026-10-14 | 2026-10-14 | API |
| HUD Small Area Fair Market Rents by ZIP + LIHTC affordable housing (NWA) HUD USER — Small Area Fair Market Rents · checked 2026-10-14 | 2026-10-14 | /housing-costs |
| Income by ZIP code — every NWA ZIP (IRS SOI tax year 2022, change since 2017) Internal Revenue Service, Statistics of Income — Individual Income Tax ZIP Code Data · checked 2026-10-20 | 2026-10-20 | API |
| Jobs and wages by industry — NWA counties, metro, Arkansas, US (QCEW 2026-Q1) U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages · checked 2026-10-20 | 2026-Q1 | /jobs |
| Mortgage lending in Benton and Washington counties (HMDA) CFPB/FFIEC Home Mortgage Disclosure Act data · checked 2026-10-20 | 2026-10-20 | API |
| Motor carriers based in NWA (FMCSA census) FMCSA Company Census File, U.S. DOT · checked 2026-10-26 | 2026-10-26 | /logistics |
| National Park visits — Pea Ridge NMP and Buffalo National River National Park Service, Visitor Use Statistics · checked 2026-10-20 | 2025 | /signals |
| Natural hazard risk by county and census tract (FEMA National Risk Index) FEMA National Risk Index · checked 2026-10-21 | 2025-12 | /risk |
| near-me City of Bentonville, City of Fayetteville, City of Rogers, ARDOT, U.S. Census Bureau; geocoding by U.S. Census Geocoder · checked 2026-10-26 | 2026-10-26 | API |
| New and changed alcohol permits — NWA counties (ABC monthly change list) Arkansas DFA Alcoholic Beverage Control, monthly Permit Change List · checked 2026-10-14 | 2026-09 | /signals |
| New business applications — NWA counties (annual) and Arkansas (monthly), Census BFS U.S. Census Bureau, Business Formation Statistics · checked 2026-10-20 | 2026-09 | /business |
| Nonprofits in NWA (IRS EO BMF) IRS Exempt Organizations Business Master File extract · checked 2026-10-14 | 2026-10-14 | /nonprofits |
| NWA college fall enrollment (IPEDS) U.S. Dept. of Education IPEDS, via Urban Institute Education Data Portal · checked 2026-10-14 | 2026-10-14 | /schools |
| NWA Council research & reports index Northwest Arkansas Council · checked 2026-10-26 | 2026-10-26 | API |
| NWA parcel totals (Arkansas GIS Office statewide parcels) Arkansas GIS Office / county assessor CAMA data · checked 2026-10-14 | 2026-10-14 | API |
| NWA public companies' financials (SEC filings) company filings with the U.S. SEC (EDGAR) · checked 2026-10-26 | 2026-10-26 | API |
| NWA Transportation Improvement Program — every project with estimated cost and funding (NWARPC/NARTS) Northwest Arkansas Regional Planning Commission, NARTS FFY 2025-2028 TIP · checked 2026-10-21 | 2026-10-20 | API |
| Open city bids/RFPs/RFQs in NWA + solicitation history | 2026-10-26 | API |
| Population and components of change — NWA counties and every town (Census V2025) U.S. Census Bureau, Population Estimates Program, Vintage 2025 · checked 2026-10-14 | 2026-10-14 | API |
| Property tax millage by school district and city — NWA (ACD 2025 report) | 2026-10-14 | API |
| Residential building permits — every NWA place and county (Census BPS) U.S. Census Bureau, Building Permits Survey · checked 2026-10-21 | 2026-08 | /permits |
| SBA 7(a) and 504 small-business loans — Benton, Washington, Carroll, Madison (aggregates) U.S. Small Business Administration, 7(a) & 504 FOIA loan data · checked 2026-10-20 | 2026-10-20 | /business |
| School enrollment by district — Benton, Washington, Carroll, Madison Arkansas Division of Elementary & Secondary Education, ADE Data Center · checked 2026-10-14 | 2025-26 | /schools |
| School letter grades, growth and achievement — NWA public schools (ADE 2024-25, via UA OEP) | 2026-10-14 | API |
| Severe weather events and reported damage (NOAA Storm Events) NOAA National Centers for Environmental Information, Storm Events Database · checked 2026-10-21 | 2025 | /risk |
| Short-term rates: SOFR, EFFR, target range, prime, commercial paper Federal Reserve Bank of New York · checked 2026-10-30 | 2026-10-29 | /federal |
| Tax-delinquent land auctions — NWA counties (latest auction per county) Arkansas Commissioner of State Lands · checked 2026-10-14 | 2026-08-12 | /signals |
| Traffic on key NWA corridors + Carroll/Madison stations (ARDOT ADT) Arkansas Department of Transportation, Average Daily Traffic stations · checked 2026-10-14 | 2026-10-14 | API |
| Treasury daily par yield curve, spreads and real yields U.S. Department of the Treasury, Daily Treasury Par Yield Curve Rates · checked 2026-10-30 | 2026-10-30 | /federal |
| Treasury Fiscal Data — debt, cash, deficit, interest, auctions U.S. Treasury, Fiscal Data · checked 2026-10-30 | 2026-10-29 | /federal |
| Upcoming public meetings — NWA cities (CivicClerk) city CivicClerk meeting portals · checked 2026-10-30 | 2026-10-30 | /hearings, / |
| Utility rate cases and dockets at the Arkansas PSC — SWEPCO, OG&E, Black Hills, Carroll/Ozarks Electric Arkansas Public Service Commission Online Services (docket search) · checked 2026-10-26 | 2026-10-26 | API |
| Visitor spending, tourism taxes and jobs by county (Arkansas Tourism 2025 Economic Impact) | 2026-10-14 | API |
| What jobs pay — every occupation in the NWA metro vs Arkansas and US (BLS OEWS May 2025) U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics · checked 2026-10-20 | 2025 | /jobs |
| Who's hiring and what it pays: county by industry (Census QWI) U.S. Census Bureau, LEHD Quarterly Workforce Indicators · checked 2026-10-21 | 2025-Q4 | /jobs |
| Work-visa (H-1B etc.) wage filings for NWA jobs — DOL LCA disclosure data U.S. Department of Labor, Office of Foreign Labor Certification, LCA disclosure data · checked 2026-10-14 | 2026-10-14 | API |
| XNA airport traffic (monthly + annual) Northwest Arkansas National Airport · checked 2026-10-20 | 2026-07 | /airport |