Catalog only
Tourism and travel
Provincial hotel registration GDC cluster.
Fragmented provincial evidence for registered hotels and licensed accommodation counts or lists. Useful as a registered-accommodation confidence cluster, not as a single national hotel-license API, live availability feed, room inventory source, or quality rating.
Free registration
Government Data Catalog search cluster with province-level hotel-registration and licensed-accommodation CSV/XLSX datasets
Free public catalog access where provincial resources remain published
Annual / provincial release schedule
2026-05-11
Publicly reachable, but account creation, an API key, or registration flow may be required.
page reference only
property or place name, lodging type, neighborhood or area, lat/lon, address, phone, website, star/category signals where available, brand/operator where available, room/rate policy only when authorized, cancellation notes, review/rating context, source ID
Medium-high for discovery and context; operational reliability depends on endpoint stability.
Runtime truth
Catalog only
Not yet
No runtime entity scope yet.
No live observation ingestion yet.
Not wired into active decisions yet.
Profiled in the atlas and public pages, but not yet connected to live graph computation.
How this helps travel recommendations
Turns accommodation into source-backed decisions about the right area to stay, whether the hotel type matches the trip, what transport or flood/noise/AQI friction exists around the base, and which source can actually prove map, legal, or commercial details.
Endpoint and API notes
Fragmented provincial evidence for registered hotels and licensed accommodation counts or lists. Useful as a registered-accommodation confidence cluster, not as a single national hotel-license API, live availability feed, room inventory source, or quality rating.
Open the source endpoint or documentation. Return to the Thailand data atlas.
Developer reference
Use TAT and official tourism accommodation statistics for destination depth, DBD for operator identity, OSM and Google for map and place enrichment, and commercial partner feeds only when you need live room, rate, cancellation, or inventory fields.
Check weekly for change detection, but treat the official publication period as the real cadence.
Turns accommodation into source-backed decisions about the right area to stay, whether the hotel type matches the trip, what transport or flood/noise/AQI friction exists around the base, and which source can actually prove map, legal, or commercial details.
TAT, MOTS accommodation statistics, OSM, Google Places, Booking partner data, Agoda context, Open DBD, and local destination pages with explicit source confidence.
Example request
# Source landing/download page; inspect linked resources before automation.
curl -L "https://gdcatalog.go.th/en/dataset/?tags=%E0%B9%82%E0%B8%A3%E0%B8%87%E0%B9%81%E0%B8%A3%E0%B8%A1"Failure modes
- There is no single public national Thailand hotel-inventory API.
- Map and review sources do not prove legal operating status or licensing.
- Legal-entity records do not prove each branch or room product.
- Rates, cancellation rules, occupancy, and room availability are usually commercial or partner-only data.
- Flood, AQI, traffic, and nightlife risk are area questions that room-level feeds often do not answer.
- Free registration, keys, or rate limits can interrupt automated refresh.
- Batch files can change schema, naming, encoding, or publication cadence.
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.