Methodology

How this database is built

EMPTYJET Aviation is a knowledge graph: facts are stored structurally first, and every public page is generated from the graph. No page is hand-maintained, and every fact carries its source, date and a confidence signal.

Data sources & licensing

Source registry — priority tier & redistribution
SourceKindPriorityRedistribution
FAA Releasable Aircraft Database (US, N-)registry 1 public_domain
ICAO DOC 8643 Aircraft Type Designatorsregistry 1 public_domain
Great-circle computationopen_data 4 public_domain
OurAirportsopen_data 4 public_domain
Wikidataopen_data 4 cc0
Curated airport operations profileseed 5 unknown
Curated reference seedseed 5 unknown
Wikimedia Commonsmedia 5 cc_by_sa
Wikipediaencyclopedia 5 cc_by_sa
EMPTYJET computed estimateopen_data 6 public_domain

Conflict resolution

When sources disagree, the value from the higher-priority source wins (national registry & ICAO > manufacturer > licensed database > open data > encyclopedia > positions feed > AI extraction). Conflicting records are retained and flagged, never silently overwritten.

Estimates

Route nonstop capability, block times and runway suitability are computed estimates derived from published range/speed and airport runway data. They are labelled as estimates and are never booking figures.

Individual aircraft & registries

Individual aircraft (tail numbers) are published only from registries whose terms permit public redistribution. Each candidate registry was assessed against its live terms of use; the single green source is the US FAA Releasable Aircraft Database (public domain, 17 U.S.C. §105). Non-US registers (UK, Canada, EASA states, offshore VP-/M-/2-/9H registries, and others) were reviewed and excluded — their terms restrict bulk redistribution, or the data could not be licensed. We publish owner/operator information at organisation level only; private-individual owner names and addresses are never published.

Aircraft positions

No public position data is shown. No ADS-B position feed (OpenSky, ADS-B Exchange, ADSB.fi, FlightAware, Flightradar24) permits free public redistribution, so every aircraft page states “no public position data” rather than presenting a stale or unlicensed track as current. Aircraft enrolled in owner-privacy programs (FAA LADD / Privacy ICAO Address) are never rendered. The full source-by-source verdict is in the project’s registry-licensing matrix.