Cities and civic

Bangkok Open Data.

Bangkok city data, including urban services and local datasets.

Public CKAN/API, CSV, JSON Free public Varies Open source
Runtime role

Decision driving

Access class

Public

Access type

CKAN/API, CSV, JSON

Free status

Free public

Cadence

Varies

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

dataset title, agency, resource URL, resource format, license, modified date, tags, API/DataStore availability

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

destination, district, street, transport_zone, dataset, source

Observation scope

civic_monthly_complaint_count, civic_monthly_resolution_rate, civic_star_average

Decision scope

where_to_go_today, where_to_stay

Runtime note

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

How this helps travel recommendations

Discovers official datasets that can become travel signals, validates source provenance, and keeps the evidence layer explainable.

Developer reference

Best endpoint

Use CKAN/DataStore/package metadata APIs where available; promote only stable, licensed, well-cadenced resources into connectors.

Recommended refresh

Refresh weekly or when the catalog metadata changes; many agency catalogs update irregularly.

Travel scoring role

Discovers official datasets that can become travel signals, validates source provenance, and keeps the evidence layer explainable.

Comparable / backup source

data.go.th, Government Data Catalog, agency CKAN catalogs, HDX, Open Development Thailand, World Bank, and source-profile cross-links.

Example request

# Verify the documented catalog endpoint before production use.
curl -L "https://data.bangkok.go.th/" -H "Accept: application/json"

Failure modes

  • Catalog metadata can be current while attached resources are stale.
  • Resource formats can change.
  • Some datasets require registration or manual download.
  • 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.