Marble Institute of Technology
Marble Institute of Technology
Data

Every dataset we collect.

48 datasets: 45 official records, 3 market signals. 56 feeds in all.

Official records come first, best first: federal and state registries, filings and government files, then the longest history, then daily cadence. The Federal Aviation Administration registry is first. Every dataset is checked every day. “Irregular” means the source changes when it changes. “Since” is the first day we captured it. How we collect and check.

Official records

45 datasets from 53 feeds, ranked by value.

  1. Federal Aviation Administration aircraft registry (the flagship)

    Every US-registered civil aircraft and its registered owner, as of each Federal Aviation Administration publication, so you can see fleets grow and change hands.

    Published by
    Federal Aviation Administration Civil Aviation Registry
    How often
    Tuesday to Saturday
    Since
    our own captures from March 19, 2026; the daily archive starts September 29, 2026
    Source
    registry.faa.gov

    Air · Aircraft and drones

  2. California DMV AV permit holders

    Who may test or deploy automated vehicles in California, with archived lists back to 2015.

    Published by
    California DMV
    How often
    Irregular
    Since

    Road · Autonomous driving

  3. France IRVE charging points

    France’s public EV charging points, with an archive back to 2022.

    Published by
    data.gouv.fr (IRVE)
    How often
    Daily
    Since
    Source
    data.gouv.fr

    Road · EV and energy

  4. Federal Aviation Administration airports and landing facilities (NASR)

    Every airport, heliport and landing facility, cycle by cycle.

    Published by
    Federal Aviation Administration NASR
    How often
    Every 28 days
    Since

    Air · Airports and vertiports

  5. Federal Aviation Administration Part 107 drone waivers

    Which operators the Federal Aviation Administration lets fly beyond the basic drone rules, and when each waiver was issued.

    Published by
    Federal Aviation Administration UAS Integration Office
    How often
    Daily
    Since

    Air · Aircraft and drones

  6. Federal Aviation Administration Part 135 air carrier holders

    Which companies hold a Federal Aviation Administration certificate to fly for hire, and when that list changes.

    Published by
    Federal Aviation Administration Flight Standards
    How often
    Irregular
    Since

    Air · Aircraft and drones

  7. Federal Aviation Administration Remote ID declarations of compliance

    Which drone makers have declared Remote ID compliance with the Federal Aviation Administration, model by model.

    Published by
    Federal Aviation Administration Remote ID Declarations of Compliance
    How often
    Daily
    Since
    Source
    uasdoc.faa.gov

    Air · Aircraft and drones

  8. Netherlands aircraft register (ILT)

    The Dutch civil aircraft register.

    Published by
    Netherlands ILT
    How often
    Daily
    Since

    The rest · International

  9. Eurostat trade in drones (Comext CN 8806)

    EU drone trade by partner, with revisions kept since our first capture.

    Published by
    Eurostat
    How often
    Monthly, revised
    Since
    Source
    ec.europa.eu

    The rest · International

  10. Eurostat air passenger transport (avia_paoc)

    EU air passenger and cargo statistics.

    Published by
    Eurostat
    How often
    Periodic
    Since
    Source
    ec.europa.eu

    The rest · International

  11. Japan drone registrations (MLIT)

    Japan’s registered drone totals.

    Published by
    Japan MLIT
    How often
    Irregular
    Since

    The rest · International

  12. Japan drone type certificates (MLIT)

    Japan’s drone type certificates.

    Published by
    Japan MLIT
    How often
    Irregular
    Since

    The rest · International

  13. FCC Covered List check (Federal Register)

    When the FCC moves on its Covered List, as published in the Federal Register.

    Published by
    Federal Register (FCC documents)
    How often
    Daily check
    Since
    Source
    federalregister.gov

    The rest · Policy

  14. Federal Aviation Administration airport cases (OE/AAA), with 2020 backfill

    Airport, heliport and landing-area proposals as they are filed and decided, with a 2020 backfill.

    Published by
    Federal Aviation Administration OE/AAA
    How often
    Daily
    Since

    Air · Airports and vertiports

  15. DOE alternative fuel and EV charging stations

    Every alternative fuel and EV charging station in the US, with open dates.

    Published by
    DOE AFDC (NLR API)
    How often
    Daily
    Since
    Source
    developer.nlr.gov

    Road · EV and energy

  16. Federal Aviation Administration airport operations (ATADS)

    How many takeoffs and landings each tower airport records.

    Published by
    Federal Aviation Administration ATADS
    How often
    Daily
    Since

    Air · Airports and vertiports

  17. Federal Aviation Administration exemptions and type certificates (DRS)

    Exemptions and type certificates as the Federal Aviation Administration issues them.

    Published by
    Federal Aviation Administration DRS
    How often
    Daily
    Since
    Source
    drs.faa.gov

    Air · Aircraft and drones

  18. FMCSA company census (companies only)

    Every motor carrier company, day by day.

    Published by
    FMCSA
    How often
    Daily
    Since
    Source
    data.transportation.gov

    Road · Autonomous driving

  19. FMCSA crashes of watched AV carriers

    Reported crashes of the watched autonomous vehicle carriers.

    Published by
    FMCSA
    How often
    Daily
    Since
    Source
    data.transportation.gov

    Road · Autonomous driving

  20. FMCSA inspections, units and violations

    Every company’s roadside inspections, kept as the publisher’s three-year window rolls on.

    Published by
    FMCSA
    How often
    Daily
    Since
    Source
    data.transportation.gov

    Road · Autonomous driving

  21. Federal Register public inspection list

    Federal documents placed on public inspection before they are published.

    Published by
    Federal Register
    How often
    Daily
    Since
    Source
    federalregister.gov

    The rest · Policy

  22. San Francisco 311 AV complaints

    Public complaints about autonomous vehicles in San Francisco.

    Published by
    San Francisco 311
    How often
    Daily
    Since
    Source
    data.sfgov.org

    Road · Autonomous driving

  23. Texas DMV automated vehicle authorizations

    Automated vehicles authorized in Texas, one by one.

    Published by
    Texas DMV
    How often
    Daily
    Since

    Road · Autonomous driving

  24. USAspending drone contracts and rail grants

    Federal unmanned aircraft contracts and rail grants, as USAspending holds the records today, by fiscal year from 2008.

    Published by
    USAspending.gov
    How often
    Daily
    Since
    Source
    api.usaspending.gov

    The rest · Defense procurement

  25. NHTSA crash reports, with 2021 to 2025 archive

    Every automated driving and driver-assist crash report NHTSA publishes under the Standing General Order, from 2021.

    Published by
    NHTSA
    How often
    Monthly releases
    Since
    Source
    static.nhtsa.gov

    Road · Autonomous driving

  26. Washington EV population

    Washington’s registered electric vehicles.

    Published by
    Washington State (ODbL)
    How often
    Monthly
    Since
    Source
    data.wa.gov

    Road · EV and energy

  27. California CPUC AV advice letter status

    Where advice letters for autonomous passenger service stand at the state utilities commission.

    Published by
    California CPUC
    How often
    Irregular
    Since

    Road · Autonomous driving

  28. California CPUC AV permits issued

    California autonomous passenger service permits.

    Published by
    California CPUC
    How often
    Irregular
    Since

    Road · Autonomous driving

  29. DC autonomous vehicle testers

    Who tests autonomous vehicles in the District of Columbia.

    Published by
    District of Columbia
    How often
    Irregular
    Since

    Road · Autonomous driving

  30. Nebraska list of secure drones

    Which drones one state authorizes its agencies to buy, with the limit starting in 2027.

    Published by
    Nebraska
    How often
    Irregular
    Since

    Air · Aircraft and drones

  31. New York City AV testing permits

    New York City autonomous vehicle testing permits.

    Published by
    New York City
    How often
    Irregular
    Since

    Road · Autonomous driving

  32. Pennsylvania AV certificate holders

    Pennsylvania autonomous vehicle certificate holders.

    Published by
    Pennsylvania
    How often
    Irregular
    Since

    Road · Autonomous driving

  33. Texas DPS AV first responder plans

    Autonomous vehicle companies’ first responder plans on file in Texas.

    Published by
    Texas DPS
    How often
    Irregular
    Since

    Road · Autonomous driving

  34. Washington self-certified AV companies

    Companies that self-certified to test autonomous vehicles in Washington.

    Published by
    Washington State
    How often
    Irregular
    Since

    Road · Autonomous driving

  35. FRA highway-rail crossing inventory

    Every highway-rail crossing in eight western states as the inventory stood each day.

    Published by
    Federal Railroad Administration (Form 71 crossing inventory)
    How often
    Daily, stored on change
    Since
    Source
    data.transportation.gov

    Rail

  36. FRA rail accidents, incidents, operations

    Rail accidents and crossing incidents in eight western states, with later edits kept since our first capture.

    Published by
    Federal Railroad Administration (Forms 54, 55, 57)
    How often
    Near daily, stored on change
    Since
    Source
    data.transportation.gov

    Rail

  37. National Weather Service alerts

    Every weather alert for eight western states, kept after the 7-day window drops it.

    Published by
    National Weather Service (api.weather.gov)
    How often
    Continuous, daily capture
    Since
    Source
    api.weather.gov

    The rest · Towns

  38. STB rail service data

    Weekly freight rail service metrics as the railroads file them, with restatements kept since our first capture.

    Published by
    Surface Transportation Board (EP 724 and related)
    How often
    Weekly
    Since

    Rail

  39. Census Building Permits Survey

    New housing units authorized, month by month, in reporting western towns, with files from 2023.

    Published by
    U.S. Census Bureau, Building Permits Survey
    How often
    Monthly, plus annual
    Since

    The rest · Towns

  40. Recreation.gov facilities (RIDB)

    Every campground, facility and recreation area on federal land, dated.

    Published by
    Recreation.gov RIDB (USDA Forest Service)
    How often
    Checked daily, stored on change
    Since
    Source
    ridb.recreation.gov

    The rest · Towns

  41. EPA Air Quality System annual summaries

    Air quality by county and monitor back to 1980, with EPA revisions kept since our first capture.

    Published by
    U.S. EPA Air Quality System (pre-generated files)
    How often
    Twice a year, checked daily
    Since
    Source
    aqs.epa.gov

    The rest · Towns

  42. CDOT Colorado Mountain Rail project

    Colorado’s Mountain Rail plan: what was published, when, and what changed.

    Published by
    Colorado Department of Transportation
    How often
    Irregular
    Since

    Rail

  43. Census American Community Survey 5-year

    Income, rent, home value, age and work from home for places in eight western states.

    Published by
    U.S. Census Bureau, American Community Survey
    How often
    Annual, checked daily
    Since
    Source
    api.census.gov

    The rest · Towns

  44. IRS county-to-county migration

    Where people move to and from each county, by returns and income, year by year.

    Published by
    Internal Revenue Service, Statistics of Income
    How often
    Annual, checked daily
    Since

    The rest · Towns

  45. BTS rail atlas: passenger rail and rail lines

    Every passenger rail station, route and rail line in eight western states, dated.

    Published by
    Bureau of Transportation Statistics (NTAD)
    How often
    Irregular
    Since
    Source
    services.arcgis.com

    Rail

Market signals

Dated hiring postings and company statements from drone delivery operators, captured daily since October 18, 2026.

  1. Drone delivery: operator investor page

    Published by
    Drone delivery operators
    How often
    Daily
    Since
    Source
    investor.matternet.com
  2. Drone delivery: operator job board

    Published by
    Drone delivery operators
    How often
    Daily
    Since
    Source
    apply.workable.com
  3. Drone delivery: operator job boards (several operators)

    Published by
    Drone delivery operators
    How often
    Daily
    Since
    Source
    boards-api.greenhouse.io

48 datasets in 56 feeds. A source shown as a link is the public page we list for it. A source shown as plain text is the address we collect from, a file or a data service; we link its page once it is confirmed. Methodology · The data · Sources