Catalog only
Cities and civic
Traffy Fondue public datasets.
Civic complaint/problem reports such as flooding, potholes, garbage, lights, and local service issues.
Public
CSV/JSON/API where exposed through public catalogs
Free public where released
Operational / frequent
2026-05-11
Public web, file, catalog, or documented endpoint access with no paid gate implied in the source profile.
page reference only
period, complaint category, source or service type, vehicle or facility class, channel, location or jurisdiction, count, status, outcome, report file, source URL
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
Complaint data helps explain trust, nuisance patterns, escalation routes, and service-quality signals. It is strongest for trend analysis and complaint-channel guidance, not for live dispatch or personal-case tracking.
Endpoint and API notes
Civic complaint/problem reports such as flooding, potholes, garbage, lights, and local service issues.
Open the source endpoint or documentation. Return to the Thailand data atlas.
Developer reference
Use official complaint statistics, annual reports, or public intake pages; keep historical aggregates separate from live complaint channels and never imply private case detail is public.
Refresh every 15-60 minutes, with caching and backoff when the upstream fails.
Complaint data helps explain trust, nuisance patterns, escalation routes, and service-quality signals. It is strongest for trend analysis and complaint-channel guidance, not for live dispatch or personal-case tracking.
Official hotline pages, annual reports, regulator dashboards, public complaint portals, and adjacent operational or legal guidance pages.
Example request
# Verify the documented complaint endpoint before production use.
curl -L "https://www.traffy.in.th/" -H "Accept: application/json"Failure modes
- Complaint counts are not the same thing as true incidence.
- Historical complaint files are often annual, PDF, or XLS/XLSX rather than stable APIs.
- Live complaint intake and personal-case status are usually private.
- Complaint categories and service classes can change between reporting periods.
- 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.