Humanitarian and international baselines

FAOSTAT.

Food and agriculture data filterable to Thailand.

Public API/downloads Free public Periodic Open source
Runtime role

Catalog only

Access class

Public

Access type

API/downloads

Free status

Free public

Cadence

Periodic

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

page reference only

Useful fields

destination, attraction, accommodation, route, event, arrival count, survey period, source agency, update date

Reliability rating

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

Runtime truth

Runtime role

Catalog only

Production ready

Not yet

Entity scope

No runtime entity scope yet.

Observation scope

No live observation ingestion yet.

Decision scope

Not wired into active decisions yet.

Runtime note

Profiled in the atlas and public pages, but not yet connected to live graph computation.

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.

Developer reference

Best endpoint

Use official tourism APIs/catalog data for attractions, hotels, routes, events, and statistics; treat slow statistics as context, not live demand.

Recommended refresh

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

Travel scoring role

Helps estimate attraction depth, accommodation base, seasonality, demand pressure, events, and whether a destination has enough support for a traveler type.

Comparable / backup source

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://www.fao.org/faostat/"

Failure modes

  • Tourism stats can lag.
  • Attraction lists can be incomplete or marketing-oriented.
  • Events and opening status may change faster than catalogs.

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.