Transport

Bangkok motorcycle taxi stands and drivers.

Counts of motorcycle-taxi stands (wins) and public motorcycle drivers in Bangkok. Useful for stand and driver supply context, not exact live availability or stand coordinates.

Public DLT/data.go.th dataset with downloadable resources and catalog metadata Free public/open data Historical / static dataset; validate periodically for newer releases Open source
Runtime role

Decision driving

Access class

Public

Access type

DLT/data.go.th dataset with downloadable resources and catalog metadata

Free status

Free public/open data

Cadence

Historical / static dataset; validate periodically for newer releases

Last verified

2026-05-11

Access class note

Public web, file, catalog, or documented endpoint access with no paid gate implied in the source profile.

Used in layers

source health, observation ingest, signal compute, decision compute

Useful fields

service or stand name, operator or provider, legal status or certification, vehicle or service category, fare rule where applicable, pickup point or stand, airport terminal/gate where relevant, lat/lon, complaint channel, aggregate trip metrics or demand zone where exposed, quote/ETA fields only when authorized, source ID

Reliability rating

Medium-high for discovery and context; operational reliability depends on endpoint stability.

Runtime truth

Runtime role

Decision driving

Production ready

Yes

Entity scope

route, station, airport, pier, destination, terminal, transport_zone

Observation scope

official_motorcycle_taxi_support_score

Decision scope

where_to_go_today, where_to_stay, route_check

Runtime note

Feeds active observations and signals that currently influence traveler-facing decisions.

How this helps travel recommendations

Turns Thailand taxi and ride-hailing into source-backed decisions: whether a service is legal, what the fare rule actually is, where airport pickup happens, whether a stand or motorcycle-taxi win exists, which areas have strong taxi demand, and which app or complaint surface can actually support the claim.

Developer reference

Best endpoint

Use DLT for legal registry, driver-license, operator-license, Taxi OK/VIP, complaints, and app-certification context; OTP/MOT for aggregate taxi GPS analytics and pickup/dropoff zones; AOT for airport taxi counters and surcharge rules; OSM/Google/Longdo/NOSTRA for stands and pickup points; and platform APIs only where explicit authorization exists.

Recommended refresh

Check weekly for change detection, but treat the official publication period as the real cadence.

Travel scoring role

Turns Thailand taxi and ride-hailing into source-backed decisions: whether a service is legal, what the fare rule actually is, where airport pickup happens, whether a stand or motorcycle-taxi win exists, which areas have strong taxi demand, and which app or complaint surface can actually support the claim.

Comparable / backup source

DLT, Thailand.go.th, MOT/OTP, AOT, DLT GPS, OSM/Overpass, Google Places, Longdo, NOSTRA, airport/operator pages, and partner-authorized ride-hailing or fleet integrations.

Example request

# Source landing or publication page; inspect linked documents or resources before automation.
curl -L "https://www.data.go.th/dataset/pubmotorcycle"

Failure modes

  • There is no single all-taxi Thailand API.
  • Public taxi data is usually aggregate, legal, or airport-specific rather than live dispatch.
  • OTP taxi GPS analytics do not expose raw GPS traces, live vehicle positions, driver identity, or passenger identity.
  • Ride-hailing apps show ETA, fare, and driver data to users, but that does not make it a public ingest API.
  • Airport taxi surcharge, baggage, and toll rules differ from street-hail or app pricing.
  • Motorcycle taxis, metered taxis, airport limousines, and app hire-cars need different service models.
  • Taxi stands and motorcycle-taxi wins are often under-mapped or informal.
  • Complaint datasets are useful for trends, not for realtime operational quality.

Last checked and source confidence

Last checked: 2026-05-11.

Source confidence: Treat this profile as strongest for the exact role named above. It is weaker when the source is stretched into live availability, legal proof, or traveler-fit decisions it does not directly prove.