The U.S. aircraft register, updated daily
The graph · data as of November 11, 2026

Everything connects

An aircraft has a model, a maker, an engine, an owner and a home town; the town has airports; the airports have accidents, and the accidents have aircraft. This site treats those records as one connected graph. Every page that stands for one thing carries a Connections card listing its neighbours by type, and the same connections are available as data for programs and AI assistants.

The map every kind of record on the site, and how they connect · click any box to open it

HOW TO READ ITon the site today · click a box to open itplanned, from a public filenot public, or not shown at this time is a made by powered by made by built of owned by in same town some are dealers involved in at or near heard at nearest reports weather certified under held by approved for applies to about sorted into by class names the system for new designs flies from / to lien filed fits serves same town based in based at connects airports Aircraft318,990 registered · 383,756 deregistered Airport5,156 public-use landing places Maker984 brands · 2,025 families Model familyCessna 172, PC-12, R44 … Materialwhat the airframe is built of Engine makerLycoming, Continental … Engine series2,432 series pages Lenderfilings counted · not named today Insurernot in any public file Owner organisation3,420 fleets of five or more Dealernoted on fleet and aircraft pages Accident or incident94,454 · causes, documents Live positionthe live map · arrivals, departures Town and stateowners and airports share them Special condition, bulletin1,444 · new and electric designs Flighttrails and flight pages, from our tracker Certificate holderwho owns the design Type certificate2,258 · engines, limits Approved modification49,403 supplemental certificates FAA order20,225 airworthiness directives Failure report1,770,927 filed with the FAA since 1995 Aircraft system14 systems · what fails, who makes it Approved part, part makerthe FAA parts list · planned Equipment approval7,701 by class · radios, tires, belts Weather stationnow and forecast, per airport Navigation aid, airwayplanned Repair station5,075 FAA-certificated shops Charter operator, airline1,793 certificates · 11,503 aircraft Flight schoolplanned FBO, fuel sellerno public list of names Airline routeairline, passengers, month · planned People: pilots, mechanics, individual owners, passengersnot shown at this time, the site's current policy · counts by state are possible from the FAA's airmen file · a person could opt in later through an account

Two hubs carry the graph: every aircraft and every airport. Around the aircraft: its maker, model family, engine, owner and the certificate layer (who holds the design, the FAA's orders, approved modifications, equipment approvals, failure reports sorted into fourteen aircraft systems, what it is built of). Between the hubs: accidents, live positions and flights, towns and states. Around the airport: its weather now and, when built, the repair stations, operators and schools on the field and the routes between airports. The numbers are from this morning's build.

318,990
Aircraft
/aircraft/<tail number>
2,025
Model families
/models/<maker>/<model>
984
Makers
/makers/<maker>
2,432
Engine series
/engines/<maker-model>
3,420
Owner organisations with five or more aircraft
/fleets/<organisation>
5,156
Public-use airports, heliports and seaplane bases
/airports/<FAA code>
56
States and territories
/states/<code>
94,454
Accidents and incidents since 1982
/accidents/<NTSB case number>
20,225
FAA orders on file
/directives/<AD number>
2,258
Type certificates
/certificates/<TC number>
14
Aircraft systems
/systems/<system>
10
Airframe materials
/materials/<material>
1,793
Holders of an FAA charter (Part 135) or airline (Part 121) certificate
/operators/<operator>
—
Aircraft fuels (avgas leaded and unleaded, jet fuel, sustainable aviation fuel by pathway, electricity, hydrogen)
/fuels/<fuel>
5,075
FAA-certificated repair stations (Part 145)
/repair-stations/<shop>

How the records link

FromLinkTo
aircraftis amodel
aircraftmade bymaker
aircraftpowered byengine
aircraftowned byfleet
aircraftregistered instate
aircraftregistered in the town ofairport
aircraftinvolved inaccident
modelmade bymaker
modelpowered byengine
enginemade byengine maker
fleetbased instate
airportinstate
accidentat or nearairport
accidentinstate
accidentinvolvedmodel
directiveapplies tomodel
directiveapplies toengine
directiveaboutsystem
certificatecoversmodel
certificatecoversengine
modificationapproved formodel
modelbuilt ofmaterial
accidentnamedsystem
aircraftflies foroperator
operatorlists on its certificateaircraft
operatoris the owner organisationfleet
operatorbased inairport
operatorbased instate
operatorfliesmodel
repair-stationworks in the town ofairport
repair-stationinstate
engineburnsfuel
enginealso approved forfuel
modificationapprovesfuel
modificationapproves, formodel
airportsellsfuel
plantmakesfuel
modelburnsfuel
aircraftburnsfuel

As data

Every page has a data twin at /graph/<type>/<id>.json, for example /graph/aircraft/N541JA.json, /graph/airport/SBA.json or /graph/model/cessna/172.json. It carries the same groups as the page's Connections card: the neighbour's name, its address, a count and a short note. A description of the whole graph is at /graph/index.json.

The whole graph, rebuilt every morning after the FAA update, compressed:

0 MBeflight-graph-README.txt · updated 2026-11-13 05:38
15 MBeflight-graph-links.csv.gz · updated 2026-11-13 05:38
9 MBeflight-graph-nodes.csv.gz · updated 2026-11-13 05:38

The nodes file lists every record with its type, name and address; the links file lists every connection as from, link, to. Owners appear only when they are an organisation. Licence: Creative Commons Attribution 4.0, credit "FAA and NTSB data via eFlight Registry".

What is in it, and what is not

The graph is built from public sources: the FAA's aircraft register (every registered aircraft, its model, engine code and owner, refreshed daily), the FAA's airport file (every landing place, every 28 days), the NTSB's accident database (every accident and incident since 1982, weekly), the FAA's failure reports (service difficulty reports, yearly files since 1995) and the FAA's certification records (type certificates, airworthiness directives, approved modifications, special conditions and bulletins). The links are the ones those files state outright: an aircraft's model code, its engine code, the owner's town, the airport nearest an accident, the models an FAA order names. Nothing is inferred, with one exception: what an airframe is built of is a hand-written list for the biggest model families, because the register does not record it.

People are not nodes at this time, the site's current policy. Pilots, mechanics, passengers and individual owners do not appear; owners are shown only when they are a company, a school, a club, a trust or a public body, as the FAA publishes them, and owners who asked the FAA to withhold their details stay withheld. Insurers, lenders' names and maintenance records are not in any public file and are not here.

The component layer connects every model and engine series to the FAA's orders, certificates, approved modifications and failure reports, sorted into fourteen aircraft systems. Next layers, in the order planned: the approved replacement parts and the companies that make them; the repair stations, charter operators and flight schools on the ground at each airport; the routes between airports.