Methodology

GTFS and structured city data are normalized into station, line, edge, transfer, fare, shape, and schedule datasets.

Validation scripts check station counts, trips, stop times, route patterns, service dates, shapes, and fare availability before production builds are accepted.

Pages prefer official names and stable slugs. Where a city has incomplete source coverage, the page explains the limitation instead of inventing unavailable details.