Dataset validation

Flight Position CSV Sample

A validation sample for a possible flight operations alert feed. The backend is not built yet; tracked requests and downloads decide whether aviation operations data is worth building.

Download CSV sample Request this dataset View current demo

CSV /datasets/flight-positions-sample.csv

observed_at,icao24,callsign,origin_country,longitude,latitude,altitude_m,velocity_mps,source
2026-07-03T10:03:12Z,a24720,RPA5765,United States,-73.8201,40.5990,830.58,123.73,OpenSky
2026-07-03T10:03:12Z,a36799,JBU98,United States,-74.1848,40.9145,6035.04,208.48,OpenSky
2026-07-03T10:03:12Z,4bb194,THY4ML,Turkey,-73.7917,40.6418,0,0,OpenSky

CSV Schema

The fields are intentionally simple so buyers can inspect the shape in spreadsheets, BI tools, and lightweight data pipelines.

observed_at
icao24
callsign
origin_country
longitude
latitude
altitude_m
velocity_mps
source

Monetization Hypothesis

This sample tests dataset and report-style demand before we invest in ingestion, export automation, or marketplace onboarding.

CSV/report subscription for airport, logistics, travel, and aviation ops teams.
API subscription for flight tracking, disruption monitoring, and fleet dashboards.
Build only after tracked request, download, or exact-intent signals appear.

Public Sources

The full product would normalize public records into stable datasets and API endpoints only after validation gates are met.

OpenSky Network REST API
Commercial aviation data APIs