Decision driving
Tourism and travel
DNP Tourism Datasets.
Department of National Parks tourism, attraction, fee, and visitor datasets useful for park-access context, seasonal closure notes, and conservation-area planning. Treat as park and attraction support data unless a stable daily operational closure feed is verified.
Public
Public catalog resources, CSV, and API-style downloads where exposed
Free public where open
Monthly or periodic depending on park, attraction, fee, and visitor dataset
2026-05-11
Public web, file, catalog, or documented endpoint access with no paid gate implied in the source profile.
source health, observation ingest, signal compute, decision compute
destination, attraction, accommodation, route, event, arrival count, survey period, source agency, update date
Medium: useful public signal, but extraction can depend on dashboard or agency publishing patterns.
Runtime truth
Decision driving
Yes
destination, attraction, hotel_area, route, venue_zone
park_access_context_score
where_to_go_today, route_check
Feeds active observations and signals that currently influence traveler-facing decisions.
How this helps travel recommendations
Helps estimate attraction depth, accommodation base, seasonality, demand pressure, events, and whether a destination has enough support for a traveler type.
Endpoint and API notes
Department of National Parks tourism, attraction, fee, and visitor datasets useful for park-access context, seasonal closure notes, and conservation-area planning. Treat as park and attraction support data unless a stable daily operational closure feed is verified.
Open the source endpoint or documentation. Return to the Thailand data atlas.
Developer reference
Use official tourism APIs/catalog data for attractions, hotels, routes, events, and statistics; treat slow statistics as context, not live demand.
Check weekly for change detection, but treat the official publication period as the real cadence.
Helps estimate attraction depth, accommodation base, seasonality, demand pressure, events, and whether a destination has enough support for a traveler type.
TAT, AOT, CAAT, OSM POIs, tourism statistics, events calendars, and destination editorial notes.
Example request
# Source landing or publication page; inspect linked documents or resources before automation.
curl -L "https://data.go.th/th/organization/dnp"Failure modes
- Tourism stats can lag.
- Attraction lists can be incomplete or marketing-oriented.
- Events and opening status may change faster than catalogs.
- 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.