aviation-data-sourceslisted
Install: claude install-skill Faaz17/Agents-and-Skills
# Data sourcing and verification — aviation and DXB
## The rule that outranks the rest
**Never invent a figure, a source, a URL, a date, or a DOI.** If a number cannot be traced to
a real, named, dated source, write `[UNVERIFIED — needs source]` and leave it visible in the
draft. A visible gap is a task; a fabricated number in a Turnitin submission is academic
misconduct.
This applies to passenger counts, capacity figures, market shares, cost estimates, runway
counts, distances, dates, and every percentage. It applies equally to "approximately" and
"around" — a vague fake is still a fake.
## Source-quality hierarchy
Work down. Stop at the highest tier that has the number.
1. **Dubai Airports' own disclosures** — the newsroom, annual traffic releases, the DWC
expansion page, Dubai Airports corporate publications. For DXB figures this is the primary
source and the brief itself points to it
2. **Peer-reviewed journal articles** — the only tier that satisfies the five-journal
requirement
3. **International aviation bodies** — ICAO, IATA, ACI. Official, methodologically documented
4. **UAE government and statutory bodies** — GCAA, Dubai Statistics Centre, UAE Federal
Competitiveness and Statistics Centre, Dubai Media Office, Dubai's 2040 Urban Master Plan
5. **Airline disclosures** — Emirates Group annual report, flydubai. Relevant because DXB's
traffic is hub-dependent
6. **Consultancy and industry research** — McKinsey, PwC, Deloitte, Oliver Wyman, ACI
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