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Open datasets, fully documented — searchable here, and readable by any LLM.

  • U.S. Federal Highway Administration, Traffic Volume Trends

    US highway mobility intelligence from FHWA vehicle-miles (monthly)

    Monthly US vehicle-miles-traveled (VMT) on all roads and streets, 2000-01 to 2026-07 (319 months), from the Federal Highway Administration's keyless Traffic Volume Trends reports (SAVMT sheet: national raw and seasonally adjusted VMT in millions). Each row carries raw and seasonally adjusted VMT, year-over-year change, month-over-month change on the adjusted series, the trailing 12-month moving average and deviation from it, a 12-month rolling z-score, the trailing 12-month moving total, a record-high flag, and a documented 0-100 mobility_score (50 + 2.5*clip(dev_vs_ma12_pct,-10,10) + 5*clip(z12,-2.5,2.5)) with quintile tiers. Method: the latest monthly TVT workbook is fetched, the SAVMT sheet is parsed with fail-loud gates (monthly continuity, positive VMT, SA within 40% of raw, no duplicate months), and features are derived deterministically. Caveats: TVT estimates come from ~5,000 counting locations and are revised annually — recent months are preliminary; the series lags ~2 months; the April 2020 COVID trough is a genuine observation. FHWA data are U.S. federal public domain (17 U.S.C. 105); commercial use allowed with attribution.

    • usa
    • travel
    • demand-forecasting
    • seasonality
    rows
    319
    Quality
    100
    Updated
    Sep 30, 2026
    Fresh
    License
    Commercial use OK

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