Data Lab

Thailand data atlas.

Public, public-with-automation-caveat, free-registration, commercial-context, restricted, and reference-only Thailand data sources relevant to travel decisions and source research. Each source profile now labels its access class so official public feeds, public surfaces with unclear automation terms, partner APIs, and non-public systems are not confused.

369 sources 21 categories 6 access classes Updated 2026-05-11 Download JSON

Source health dashboardRegistry rows, live connector runs, freshness, and automation policy. Canonical source registryMachine-readable graph objects for all atlas sources. Entity explorerTracked graph entities for destinations, hotel areas, transport nodes, and monitoring clusters. Observation ledgerLive normalized observations for AQI, weather, water, noise, road safety, and graph-wide context. Signal layerExplainable signals computed from live observations and explicit trust rules. Decision engineTraveler-facing answers computed from the signal layer. Live source-run APICurrent connector results merged with registry-only rows.

Public 276

Primary ingest layer. Publicly reachable feeds and pages that can be automated within rate-limit and licensing constraints.

Public, automation terms unclear 12

Cautious ingest or manual verification only until automation or bulk-reuse terms are clearer.

Free registration 20

Primary or secondary ingest layer once keys, tokens, or account setup exist.

Commercial 45

Optional enrichment only. Do not treat this as open evidence without paid or partner access.

Restricted 15

Metadata-only or descriptive layer. Useful to explain what exists, but not for ingestion.

Reference only 1

Standards, laws, manuals, or context. Useful for interpretation rather than observations.

Catalog only 311

Profiled in the atlas, but not yet wired into source health or live graph computation.

Health checked 10

A connector exists and source health probes it, but it does not yet feed the live graph.

Entity registry 0

The source currently populates or validates graph entities, but does not yet drive live observations.

Observation driving 0

The source feeds normalized observation rows, but not active signal or decision layers yet.

Signal driving 0

The source feeds active signal computation, but not traveler-facing decisions yet.

Decision driving 47

The source currently influences live traveler-facing decisions through the graph engine.

Reference only 1

Used for standards or explanatory context, not live runtime ingestion.

Static source digest ready. Interactive atlas filters hydrate in the browser.

The full static ledger remains available below, with 369 atlas records grouped by access class, cadence, and source domain.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
data.go.th CKAN APIexternal source	Health checked	Public	CKAN API	Free public read access	Catalog updates as agencies publish	Use package_search, package_show, resource_show, and resource URLs.
Government Data Catalogexternal source	Catalog only	Public	Catalog/API	Free public metadata and public datasets	Varies by agency	Cross-agency discovery surface for statistical, record, API, and geospatial datasets.
Open Government Data of Thailandexternal source	Catalog only	Free registration	CKAN/API, CSV, XLS, JSON, geospatial files	Free public; some actions may require account/API key	Varies by agency	Primary national open-data portal and first crawl target.
Thai-GDC / Open-D agency catalogsexternal source	Catalog only	Public	CKAN/DataStore	Free public where agency catalog exposes public resources	Varies by agency	Many Thai agency portals share the same CKAN/Open-D patterns.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Bangkok Flood Monitoring Systemexternal source	Decision driving	Public	Official public dashboard plus public API endpoints exposed by the city flood web app	Free public	Operational / event-driven	Bangkok drainage and flood-monitoring surface with current flood-event, rainfall, canal-water, threshold, and forecast API routes exposed by the public app bundle. Useful for Bangkok-only route and city-friction context, not as a nationwide flood service.
Bangkok Open Dataexternal source	Decision driving	Public	CKAN/API, CSV, JSON	Free public	Varies	Bangkok city data, including urban services and local datasets.
Traffy Fondue public datasetsexternal source	Catalog only	Public	CSV/JSON/API where exposed through public catalogs	Free public where released	Operational / frequent	Civic complaint/problem reports such as flooding, potholes, garbage, lights, and local service issues.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Department of Agricultural Extension Data Catalogexternal source	Catalog only	Public	CKAN/API	Free public where open	Varies	Agricultural extension datasets.
Department of Fisheries Data Catalogexternal source	Health checked	Public	CKAN/API	Free public where open	Varies	Fisheries open-data catalog.
Department of Livestock Development data servicesexternal source	Catalog only	Free registration	Data hub/catalog where public	Free public where open	Varies	Livestock, farms, farmer, and animal-movement/registration-related public datasets where released.
Energy Policy and Planning Officeexternal source	Catalog only	Public	API/dashboard/RSS/downloads	Free public where open	Daily/monthly depending on series	Oil, gas, petroleum prices, coal/lignite, electricity, emissions, and energy statistics.
Ministry of Energy Open Dataexternal source	Catalog only	Public	Portal/dashboard/downloads	Free public where open	Varies	Energy datasets and live electricity-volume information where published.
National Agricultural Big Data Centerexternal source	Catalog only	Public	API/data service	Free public where open	Varies	Agriculture production, prices, price/production indexes, import/export, land, and household datasets.
Office of Agricultural Economicsexternal source	Catalog only	Public	Catalog/API/downloads	Free public where open	Monthly / seasonal / annual	Agricultural economic indexes, crop statistics, and agriculture datasets.
PEA and MEA power outage announcementsexternal source	Catalog only	Public	Official public planned-outage announcement pages and utility app/website notices; no clean national bulk outage API verified	Free public web access	Event-driven / as scheduled maintenance notices are published	Utility-risk context for Bangkok, Nonthaburi, Samut Prakan, and provincial destinations when planned maintenance outages are announced. Treat as announcement support only; do not imply live grid status, restoration ETA, customer account status, or outage-map completeness.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Bangchak oil price widget and historical pricesexternal source	Catalog only	Public, automation terms unclear	Official public oil price pages, widget/iframe surfaces, historical price page, and API-like widget endpoint	Free public viewing; confirm reuse terms for automated or commercial use	Every 5-15 minutes for current price monitoring; historical archive daily	Bangchak current and historical retail fuel prices for brand-level Thai fuel price comparison. Treat as operator/brand reference pricing, not a guaranteed per-station price.
Caltex Thailand fuel pricesexternal source	Catalog only	Public	Official public web price page and station-finder links	Free public viewing; no public bulk API verified	Intraday or on brand price update; check every 15-60 minutes	Current Caltex retail fuel prices for Bangkok, Nonthaburi, Pathum Thani, and Samut Prakan. Page explicitly notes prices exclude local maintenance tax, so store price scope and tax caveat.
DOEB fuel sales and petroleum statistics datasetsexternal source	Catalog only	Public	Official DOEB catalog resources, CSV/XLS/XLSX/API-style downloads where exposed	Free public/open data where published	Daily, monthly, quarterly, or annual depending dataset	Fuel sales, usage, quality-inspection, trader, depot, and provincial volume datasets for petroleum products, LPG, NGV, and station/service branches. Use for demand and supply context, not live station inventory.
DOEB LPG station licenses and establishmentsexternal source	Catalog only	Public	Official DOEB catalog resources for LPG station/business establishments and LPG storage/depot datasets	Free public/open data where published	Monthly	Official LPG station and liquefied-petroleum-gas business establishment records. Use for LPG station registry and safety/licensing context, separate from petrol/diesel and NGV station records.
DOEB NGV station license datasetsexternal source	Catalog only	Public	Official DOEB catalog resources for NGV station license records	Free public/open data where published	Monthly	NGV station license data can include license number, station type, station name, station location, area, and licensee. Use as official NGV station spine, not realtime gas quantity.
DOEB oil trader and fuel station registryexternal source	Catalog only	Free registration	Official data.go.th organization catalog, CKAN-style resources, CSV/XLS/XLSX, JSON/XML/Data API where exposed	Free public/open data where published	Monthly and on registry update	Department of Energy Business source for Section 11 oil-trader registration and station registry records, including registration number, trader name, station location, new/change/termination records, and official station/legal-status context.
EPPO petroleum prices and API documentationexternal source	Catalog only	Free registration	Official public API documentation, petroleum price tables, statistics pages, and request/registration-style API surfaces	Free public where open; API use may require registration or approval	Daily, weekly, monthly, and on price-structure update	Energy Policy and Planning Office source for official petroleum prices, Bangkok retail prices, wholesale/refinery prices, Oil Fund levies, LPG/NGV price structure, exchange-rate context, and petroleum statistics. Use as national price/statistics backbone, not per-station pump price.
Foursquare gas station POI enrichmentexternal source	Catalog only	Commercial	Commercial Places API for POI metadata, categories, photos, tips, ratings, and hours where available	Commercial API; trial/allowance depends on account	Monthly or on demand for POI enrichment	Use as commercial enrichment for gas station POI matching, categories, hours, photos, popularity, and review-style context. Not an official Thai station registry or pump-price source.
Fuel brand station locators and amenity pagesexternal source	Catalog only	Public, automation terms unclear	Public brand websites, station locators, app surfaces, and service/amenity pages	Free public viewing; reuse and automated access terms vary by brand	Weekly/monthly for station amenities; intraday/on-change for brand price pages	PTT, Bangchak, Shell, Caltex, PT/PTG, Susco, LPG/NGV operators, and convenience/cafe sub-brands can expose station amenities, products, service centers, opening context, and station-search pages. Brand locators are siloed and should not be treated as national coverage.
Fuel Now DOEB station fuel availabilityexternal source	Catalog only	Public, automation terms unclear	Official public web app/dashboard; no clean documented public bulk API verified	Free public web access; seek permission or partner access for automated production ingestion	Near real time where stations report; status can be delayed or unspecified	Department of Energy Business fuel-availability map for station status such as normal, out of stock, and unspecified, with filters by location, brand, radius, and fuel type. It is availability/status data, not a price feed.
Google Places fuelOptions for gas stationsexternal source	Catalog only	Commercial	Google Places API with field-mask controlled place details and fuelOptions/fuelPrices where available	Paid/commercial API; limited free credits may apply by account	On demand; weekly for key station enrichment; open-now on user request	Google Places can expose gas station fuelOptions, last-known fuelPrices, update time, opening hours, EV charge options, reviews, ratings, photos, phone, website, and operational status. Licensing and field-mask pricing are critical.
HERE and TomTom commercial fuel price APIsexternal source	Catalog only	Commercial	Commercial automotive/location APIs for station fuel-price products where market coverage is available	Commercial or restricted access; request/contract required	On request; vendor-dependent refresh	HERE and TomTom publish fuel-price API products for station-level fuel price and station search use cases in supported markets. Use only after confirming Thailand coverage, licensing, and redistribution terms.
NOSTRA fuel price by point and administrative APIsexternal source	Catalog only	Commercial	Developer platform APIs for fuel price by point and fuel price by administrative area	Commercial/freemium developer access; API key/account required	On request or contract-dependent	NOSTRA developer platform lists fuel price by coordinate and by administrative area. Useful for location-based station/brand price lookup, but treat as commercial enrichment rather than open canonical data.
OpenStreetMap Thailand fuel station POIsexternal source	Catalog only	Public	OSM/Overpass API and extracts using amenity=fuel and fuel:* tags	Free open data under ODbL attribution/share-alike terms	Weekly nationally; daily/weekly for high-traffic corridors	Crowdsourced station geography for amenity=fuel, brand, operator, opening_hours, fuel:diesel, fuel:lpg, fuel:cng, fuel:e20/e85, payment, toilets, convenience shop, phone, website, and station polygons. Coverage is uneven and prices are not reliable.
PTT NGV station finder and gas quantity statusexternal source	Catalog only	Public, automation terms unclear	Official public NGV station search web app; no clean public bulk API verified	Free public web access; partner/permission needed for production realtime ingestion	On request for station search and gas-quantity status; 5-30 minutes if authorized	PTT NGV station finder supports station search by name, region, province, district, near-me location, and gas quantity/status. Keep separate from DOEB NGV license records and petrol/diesel pricing.
PTT OR OilPrice SOAP serviceexternal source	Catalog only	Public, automation terms unclear	Public SOAP web service with current and historical oil price operations	Free public endpoint; confirm production terms/SLA before commercial dependency	Every 5-15 minutes for current price monitoring; daily for archive	PTT OR SOAP operations include CurrentOilPrice, CurrentOilPriceProvincial, GetOilPrice, and GetOilPriceProvincial. Best public operator-level Thailand fuel price API, but SOAP/XML rather than JSON REST.
Shell Thailand fuel pricesexternal source	Catalog only	Public	Official public web fuel price page and station/service pages	Free public viewing; no public bulk API verified	Intraday or on brand price update; check every 15-60 minutes	Shell Thailand current fuel price page with product-level price context and effective-date caveats. Use as brand-level price evidence, not a universal national or per-station feed.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Copernicus Marine ocean colorexternal source	Catalog only	Commercial	Product documentation and data portal for high-resolution ocean-colour products such as chlorophyll, turbidity, and suspended matter	Free registration for many data products; commercial or reuse terms depend on service rules	Daily / near real time depending product family	Global and coastal ocean-colour products useful for turbidity, suspended matter, and chlorophyll proxies around Thailand. Satellite proxies support water-quality interpretation but do not prove microbiological safety.
DNP wildfire dataexternal source	Catalog only	Public	Public geospatial dashboard and hotspot layers	Free public	Daily to near real time during wildfire season	Department of National Parks wildfire and hotspot geospatial layer with fire-related overlays and protected-area wildfire context. Useful for smoke, forest-fire, and conservation-area safety overlays.
Geofabrik Thailand OSM Extractexternal source	Catalog only	Public	PBF/SHP	Free public	Daily	OpenStreetMap extract for Thailand.
GISTDA ocean colorexternal source	Catalog only	Public	Marine GI portal, daily service pages, maps, and satellite-derived marine analysis products	Free public portal access	Daily to near daily depending product	Satellite proxy layer for chlorophyll-a, sea-surface temperature, and marine-condition monitoring. Useful for bloom, sediment, and coastal-condition context, but not a substitute for bacteria sampling.
GISTDA Open Dataexternal source	Catalog only	Public	Catalog, API, WMS, satellite/geospatial files	Free public where open	Varies	Thailand geospatial and satellite data catalog.
Google Earth Engine public catalogexternal source	Catalog only	Commercial	Earth Engine API	Free for eligible noncommercial/research use	Varies; many datasets update daily	Satellite and geoscience datasets filterable to Thailand.
Land Development Department soil layersexternal source	Catalog only	Public	SHP/downloads/catalog where open	Free public where open	Periodic	Soil series and land-resource maps.
National Spatial Data Infrastructure / Thai SDIexternal source	Catalog only	Public	OGC services such as WMS/WFS/WCS/WPS	Free public where open	Varies	National spatial-data infrastructure and OGC geospatial services.
NSO GISexternal source	Catalog only	Public	GeoJSON/CSV/dashboard	Free public where exposed	Varies	Statistical geospatial layers and visualizations.
ONEP GIS / environmental layersexternal source	Catalog only	Public	WMS/downloads where open	Free public where open	Varies	Environmental layers including conservation sites, waterbirds, urban green space, watershed quality, and related datasets.
Open Development Thailand / Mekongexternal source	Catalog only	Public	SHP, GeoJSON, PDF, downloads	Free public	Varies	Boundaries, protected areas, laws, environment, and regional open-data mirrors.
OpenStreetMap Thailandexternal source	Catalog only	Public	OSM API/bulk via mirrors	Free public under ODbL	Continuous	Roads, buildings, POIs, land use, and map features.
OSM noise barriersexternal source	Catalog only	Public	OpenStreetMap Overpass API and ODbL geospatial data	Free public with ODbL terms	Current community-edited data	Geospatial noise-mitigation and modeling layer for wall=noise_barrier and related barrier geometry near roads, rail lines, airports, and settlements.
OSM noise monitoring stationsexternal source	Catalog only	Restricted	OpenStreetMap Overpass API and ODbL geospatial data	Free public with ODbL terms	Current community-edited data	Geospatial enrichment for man_made=monitoring_station with monitoring:noise tagging, useful for mapping public or private noise-monitoring locations and nearby source context.
OSM Thailand emergency POIexternal source	Catalog only	Public	OSM/Overpass API and OSM extracts	Free open data under ODbL attribution/share-alike terms	Weekly nationally; daily or weekly for high-use areas	Crowdsourced geospatial enrichment for police stations, fire stations, ambulance stations, rescue stations, AEDs, and other emergency-related POIs. Useful for map context, not official operational status.
Protected Planet / WDPA Thailandexternal source	Catalog only	Public	CSV/SHP/downloads	Free public with terms	Regular	Canonical global protected-area and OECM data filterable to Thailand.
Royal Forest Department Data Catalogexternal source	Catalog only	Public	CKAN/API where enabled	Free public where open	Varies	Forest-related datasets.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
ADB Data Library / Key Indicatorsexternal source	Catalog only	Public	API/SDMX/downloads	Free public	Periodic	Thailand economy, population, labour, energy, finance, trade, and debt indicators.
FAOSTATexternal source	Catalog only	Public	API/downloads	Free public	Periodic	Food and agriculture data filterable to Thailand.
HDX Thailandexternal source	Catalog only	Public	API, CSV, GeoJSON, SHP	Free public	Varies by dataset	Humanitarian, boundary, crisis-response, population, and aid datasets.
IATI aid activity dataexternal source	Catalog only	Public	XML/API/bulk	Free public	Publisher-dependent	Aid activities in Thailand through IATI publishers and mirrors.
ILOSTAT Thailandexternal source	Catalog only	Public	API, CSV, XLS	Free public	Periodic	Labour-market statistics and Thailand country profile.
IMF Data APIexternal source	Catalog only	Public	API/downloads	Free public	Periodic	Macro, fiscal, financial, BoP, inflation, and trade data filterable to Thailand.
ReliefWeb API Thailandexternal source	Catalog only	Public	API	Free public	Real time as content is added	Humanitarian reports, disasters, jobs, and updates filterable to Thailand.
UN Comtradeexternal source	Catalog only	Free registration	API/downloads	Free registration/API quota	Monthly / annual	Official country trade data filterable to Thailand.
UNODC crime and homicide statisticsexternal source	Catalog only	Public	Public data portal and downloadable statistical views	Free public	Annual or periodic statistical releases	United Nations Office on Drugs and Crime data portal for homicide, crime, criminal-justice, prison, and violence baselines. Useful for Thailand international comparison and long-run homicide context, not local realtime incident monitoring.
WHO Global Health Observatoryexternal source	Health checked	Public	OData/API/downloads	Free public	Periodic	Health indicators, mortality, life expectancy, and health expenditure filterable to Thailand.
World Bank Data API Thailandexternal source	Health checked	Public	API	Free public	Periodic	Country indicators for Thailand across World Bank datasets.
WorldPop Thailandexternal source	Catalog only	Public	STAC/GeoTIFF/downloads	Free public	Periodic	High-resolution population grids and density data for Thailand.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Administrative Court offices and contact pagesexternal source	Catalog only	Public	Official website/contact pages and public location resources where exposed	Free public	Monthly	Central and regional Administrative Court contact, address, hotline, and administrative-dispute function context. Use for disputes with state agencies or administrative orders, not ordinary civil/criminal court routing.
CIFS Master Data of Justice APIsexternal source	Catalog only	Public	CIFS open-data/API resources	Free public where published	Weekly or monthly	Central Institute of Forensic Science Master Data of Justice resources, including justice master fields and public API resources such as missing-person report office data where exposed.
Courts of Justice court-address datasetexternal source	Catalog only	Public	COJ data catalog, XLS resource, catalog API metadata where exposed	Free public/open catalog resource	Weekly or monthly change detection	Official Court of Justice address, phone, and email dataset for 277 court units. Use as the ordinary-court location/contact spine; working hours and service rules still need court/service-page enrichment.
Courts of Justice website directory and jurisdiction resourcesexternal source	Catalog only	Public	Official website directory, jurisdiction PDFs/search surfaces	Free public website resources	Weekly for directory; daily or weekly for jurisdiction routing checks	Court website links and jurisdiction-routing context. Use with the COJ address dataset to decide which court covers a province, district, case type, or filing route.
Department of Corrections prison and correctional facility locationsexternal source	Catalog only	Public	Government Data Catalog, XLSX/CSV, catalog API metadata where exposed	Free public/open catalog resource	Monthly	Correctional facility and prison location/contact dataset. Use for prison/legal-visit context, correctional service points, and justice-service access, but keep visit hours and eligibility facility-specific.
Department of Lands office locations and office hoursexternal source	Catalog only	Free registration	Official office-location pages, office-hours pages, Info.go service pages	Free public pages; parcel/title APIs are permissioned and not treated as open public feeds	Monthly	Land office names, locations, contacts, office hours, and service context for land transfer, mortgage, title/legal-act registration, inheritance registration, and condominium/legal property services.
Department of Probation office pagesexternal source	Catalog only	Public	Official website and provincial office pages	Free public pages	Monthly	Probation office addresses, phone numbers, provincial pages, and probation-service context. No clean nationwide public office-location API was verified; use official pages and province pages for office enrichment.
DJOP juvenile justice contact-channel datasetexternal source	Catalog only	Public	DJOP data catalog, XLSX contact-channel dataset	Free public/open catalog resource	Monthly or when units notify changes	Department of Juvenile Observation and Protection contact channels for central and regional units, juvenile observation centers, training centers, and youth/family justice processes.
DOPA government-place and district-office datasetsexternal source	Catalog only	Restricted	Government catalog, JSON/XLS/geospatial resources where exposed	Free public/open catalog resources where published; civil-registration/person APIs are restricted	Monthly or quarterly	District-office and government-place geospatial/admin datasets useful for civil-registration access, ID/house-registration/marriage-divorce services, and official province/district/subdistrict reconciliation.
GDC police-station datasetsexternal source	Catalog only	Public	Government Data Catalog and provincial CKAN datasets with CSV/XLSX/API-style resources where exposed	Free public where published	Monthly or quarterly depending province and dataset owner	Provincial and national catalog surfaces for police-station counts, names, coordinates, addresses, phones, and jurisdiction context. Coverage and schema vary by province, so harmonization is required.
Info.go legal-service procedure pagesexternal source	Catalog only	Public	Public service pages, procedure pages, service-point pages, PDF exports	Free public	Weekly or monthly	Best public layer for function, who can use a service, eligibility, documents, fees, processing time, service channels, and common office hours. Use for legal aid, mediation, land-office services, compensation, and other public legal procedures.
Lawyers Council of Thailand consultation channelsexternal source	Catalog only	Public	Official public website/contact pages and consultation hotline information	Free public	Monthly	Professional-body and public legal-consultation context, including central office and hotline references. No complete public API for every licensed lawyer office location was verified.
Legal Execution Department office-location and auction datasetsexternal source	Catalog only	Public	LED open-data catalog, CSV/downloads, agency pages	Free public/open catalog resources	Weekly or monthly for offices; daily or weekly for auction/event use cases	Legal Execution Department office/unit locations and contact context for civil execution, bankruptcy execution, auctions, asset seizure/sale, creditors, debtors, litigants, and bidders.
Office of the Attorney General legal aid and prosecutor officesexternal source	Catalog only	Public	Official public pages, regional/provincial office pages, hotline/service pages	Free public	Monthly	Prosecutor and legal-aid context including public legal-consultation channels, central call center, and regional/provincial prosecutor-office pages. No clean nationwide public office-location API was verified.
Open DBD legal-service companiesexternal source	Catalog only	Restricted	Public company search/download/API-style surfaces where available	Free public where published; some DBD/GDX APIs can be restricted	Monthly or periodic	Private law-firm and legal-service company discovery using juristic-person records and legal-activities classifications such as TSIC 69100. Company registration is not the same as licensed lawyer verification.
OpenStreetMap Thailand legal officesexternal source	Catalog only	Public	OSM/Overpass API and OSM extracts	Free open data under ODbL attribution/share-alike terms	Weekly for national index; daily or weekly for high-use areas	Crowdsourced enrichment for courts, police stations, government offices, prison/correctional places, office=lawyer, office=notary, names, addresses, coordinates, opening_hours, contact tags, and nearby access.
Police Online Open Dataexternal source	Catalog only	Public	CKAN-style data catalog, API docs, and XLSX-heavy downloadable resources	Free public	Weekly or monthly depending dataset publication	Police Data Catalog with cybercrime and online-crime statistics such as case counts, victims, age, sex, occupation, unit, and damage value. Strong for public cybercrime statistics, not a complete national incident or dispatch feed.
Rights and Liberties Protection Department mediation and rights servicesexternal source	Catalog only	Public	Official pages, eMediation/service-point pages, Info.go procedure pages	Free public	Weekly or monthly	RLPD mediation, rights protection, victim/defendant compensation, legal advice, and service-point context. Useful for public legal help and mediation centers, with service hours and eligibility usually coming from Info.go.
Royal Thai Police open dataexternal source	Catalog only	Public	Official public disclosure and citizen-service pages	Free public	Weekly or monthly for disclosure updates; emergency channels are operational	Royal Thai Police public disclosure, citizen-service, station-directory, complaint, hotline, and integrity-transparency layer. Useful as the national police public-service and disclosure backbone, not a live incident feed.
Royal Thai Police station directory and provincial datasetsexternal source	Catalog only	Public	Official station directory plus provincial GDC/CKAN datasets where exposed	Free public	Monthly or quarterly for station master; emergency channels are operational	Police station names, district/subdistrict, address, coordinates, and emergency contact fields where provincial datasets expose Data API/JSON/CSV resources. Use as public legal incident and crime-reporting access points.
Tourist Police Bureauexternal source	Catalog only	Restricted	Official public website, station pages, hotline, and advisories	Free public	Daily or weekly for advisories and station-page checks	Official tourist-police public layer for hotline 1155, station contacts, multilingual assistance context, tourist advisories, and public help channels. Operational incident and dispatch data remain private.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Department of Disease Control Open Dataexternal source	Catalog only	Public	Catalog/downloads/API where open	Free public where open	Varies	Disease and health-hazard surveillance, screening, communicable/non-communicable disease datasets.
Department of Health drinking water standardsexternal source	Catalog only	Public	Public laboratory criteria and standard tables for drinking-water quality	Free public web access	On standard or laboratory-method update	Best public standards reference for potable-water parameter thresholds such as pH, turbidity, TDS, chloride, nitrate, coliform, and metals. It is a standards layer, not a live monitoring feed.
Department of Health food sanitation and SAN standardsexternal source	Catalog only	Public	Public Department of Health food-sanitation pages and downloadable Clean Food Good Taste / SAN resources	Free public web and download access where published	Annual / campaign or standards update depending resource	Official food-sanitation context for restaurant and food-establishment hygiene standards such as Clean Food Good Taste, CFGT Plus, SAN, and SAN Plus. Use as food-hygiene confidence where coverage is usable; do not treat it as current opening hours, menus, reviews, or live inspection status.
FDA bottled water standardsexternal source	Catalog only	Public	Official food-law page for drinking water in sealed containers and related Ministry of Public Health notices	Free public web access	On legal or regulatory update	Official bottled-water law and standards layer for sealed drinking-water products. Use it for product-standard and compliance context, not for municipal tap-water or river quality.
HSS Health Establishment Directoryexternal source	Decision driving	Public	Official public directory and search surface; API terms and bulk access need confirmation	Free public web search	Operational / registry updates as published	Department of Health Service Support directory for licensed health establishments, including spa, massage, and related wellness businesses. Useful for license-confidence checks, not quality ranking or live appointment truth.
HSS Spa Premiumexternal source	Decision driving	Public	Official public award and directory surface	Free public web access	Periodic / award cycle updates	Health Service Support premium-award surface for spa and wellness recognition context. Use as regulated-confidence enrichment rather than a direct quality or current-availability feed.
Labour workplace noise standardsexternal source	Catalog only	Public	Official PDF manual and e-service reporting guidance	Free public	On legal or reporting guidance change	Department of Labour Protection and Welfare workplace-environment reporting guidance covering measured heat, lighting, and noise conditions, with occupational-noise monitoring and reporting context for establishments.
MHESI Open Dataexternal source	Health checked	Public	CKAN/API/visualization	Free public where open	Varies	Higher education, science, research, and innovation datasets.
Ministry of Labour data portalexternal source	Catalog only	Public	API/portal where open	Free public where open	Varies	Labour datasets and analytics portal resources.
Ministry of Public Health Data Catalogexternal source	Catalog only	Public	CKAN/CSV/API where public	Free public where open	Varies	Public-health datasets; excludes auth-only operational HDC APIs.
MOPH Health Facility Datasetsexternal source	Decision driving	Public	Public dataset pages, CSV/JSON/API-style resources where exposed, and linked MOPH/HSS facility surfaces	Free public where open	Monthly or periodic depending on facility and service-unit dataset	Public-health facility, hospital, clinic, and service-unit datasets useful for traveler fallback and emergency-support context. Treat as official facility-presence support, not live bed, queue, or emergency-capacity truth.
National Health Security Office APIsexternal source	Catalog only	Free registration	API where public	Free public or registration depending on endpoint	Varies	NHSO service/API integration; include only public/free endpoints.
NIEMS 1669 ITEMSexternal source	Catalog only	Restricted	Official public portal with operational systems, manuals, and service pages; dispatch systems themselves are role-gated	Free public portal access; operational modules require authorization	Monthly or quarterly for public reports; operational systems are live internally	National Institute for Emergency Medicine public layer covering hotline 1669, ITEMS 4.0, EMS data-warehouse references, ambulance standards, and emergency-medical operations context. Live patient dispatch data is restricted.
Office of the Education Council Open Dataexternal source	Catalog only	Public	CSV/CKAN/downloads	Free public where open	Varies	Education council statistics and reports.
Social Security Office Data Catalogexternal source	Catalog only	Public	CKAN/API, CSV, PDF	Free public where open	Monthly / periodic	Social-security statistics and administrative datasets.
Thai FDA Data Catalogexternal source	Catalog only	Public	CKAN/XLSX/API where enabled	Free public where open	Varies	Drug, legal, product, health-product, hazardous-substance, and AMR datasets.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Treasury Department land valuationexternal source	Catalog only	Public	Catalog/DataStore/search/downloads	Free public where open	Periodic	Land appraisal values and property-valuation resources.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
ACLED Thailandexternal source	Catalog only	Free registration	API/export	Free registration for many uses	Regular	Political violence, demonstrations, protest, and conflict-event data.
BMA fire station dataexternal source	Catalog only	Public	Bangkok open-data dataset with CSV resource, map view, and table view	Free public	On dataset refresh; verify monthly	Bangkok Metropolitan Administration fire-station and substation location dataset for Bangkok fire and rescue access context. Useful for station master, district coverage, and city emergency-access mapping, not live dispatch or readiness.
ELECT election dataexternal source	Catalog only	Public	GitHub/downloads/site datasets where public	Free public where open	Election/project-dependent	Election-related tools and datasets.
IPU Parline Thailandexternal source	Catalog only	Public	API, CSV, XLS	Free public	Periodic	Parliamentary and member data for Thailand.
OCPB car and motorcycle rental contract rulesexternal source	Catalog only	Public	Official public regulatory news page, contract-rule guidance, and linked legal notices	Free public	On legal or enforcement change	Controlled-contract guidance for car and motorcycle rental businesses, including standard-contract expectations, fee disclosure, deposit handling, replacement-vehicle obligations, and unfair-term limits. Use for compliance scoring and contract modeling, not live supplier inventory.
OIC motor insurance services and complaintsexternal source	Catalog only	Public	Official public insurance-service portal, complaint channels, policy search, and motor-insurance reference tools	Free public portal access; some workflows require login or specific role	Operational / frequent	Office of Insurance Commission services for motor-insurance complaints, policy lookup, motor-insurance reference tools, and consumer-service channels. Useful for insurance and complaint context around vehicle rental, not live rental inventory.
Open Law Data Thailandexternal source	Catalog only	Public	Bulk/data pipeline	Free public	Regular / daily-ish	Machine-readable Thai legal database derived from official sources.
Royal Gazetteexternal source	Catalog only	Public	Website/PDF	Free public	Official publication schedule	Official source for laws, regulations, notices, and announcements.
Thai Parliament open data / repositoryexternal source	Catalog only	Public	Portal/downloads	Free public where open	Varies	Legislative information and parliament open-data initiatives.
WeVis parliament-watchexternal source	Catalog only	Public	GitHub/bulk/site data where public	Free public where open	Project-dependent	Politicians, assemblies, bills, votes, promises, and parliament-watch data.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
DASTA community museums and routes APIexternal source	Catalog only	Public	Web API	Free public documentation; confirm API terms before production use	Weekly for attractions/routes; daily or weekly for events	Community-based tourism API for community attractions, local learning centers, cultural activities, events/festivals, accommodations, and recommended routes that can include museum-like community heritage sites.
Department of Mineral Resources museum locationsexternal source	Catalog only	Public	DMR catalog resources, CSV, ArcGIS REST service/API, data dictionary where exposed	Free public/open catalog resources where published	Monthly	Geological, mineral, and paleontology museum location/detail data under the Department of Mineral Resources, including geospatial coordinates and visitor-count resources where exposed.
Fine Arts national museum locationsexternal source	Catalog only	Public	Fine Arts data catalog, XLSX/CSV/RDF/API resources where exposed	Free public/open catalog resources where published	Monthly	Canonical national museum location layer with spatial data, images, coordinates, and learning-resource records for Fine Arts-managed national museums.
Fine Arts Smart Museum and Virtual Museumexternal source	Catalog only	Public	Official public websites, virtual museum pages, Smart Museum pages, digital heritage systems	Free public viewing where published; media reuse terms vary	Monthly	National museum virtual visits, 360-degree antiquities, 3D models, virtual rooms, cultural heritage GIS, museum objects, and digital learning resources.
Fine Arts Visitor APIexternal source	Catalog only	Public	Fine Arts Open Data/API	Free public/open data where published	Daily, weekly, or monthly depending on visitor-stat use case	Visitor statistics for Fine Arts learning sites such as historical parks, national museums, national archives, national libraries, and other learning sites. Best official visitor-count layer for Fine Arts-managed museums.
M-Culture museum datasetexternal source	Catalog only	Public	CKAN/DataStore-style resources, CSV/XML/PDF/Data API where exposed	Free public/open catalog resources where published	Weekly or monthly	Official Ministry of Culture museum dataset collected through provincial cultural offices and the M-Culture system. Useful for listed museum registry fields, categories, and province-level reconciliation.
Museum Thailand / NDMIexternal source	Catalog only	Public	Public website/app; no documented public API verified	Free public web/app access; confirm crawl/app terms before production ingestion	Weekly for top museums and events; monthly for long-tail pages	Rich visitor-facing museum metadata: descriptions, management type, museum type, visitor/favorite counts, opening days/hours, admission, free-entry eligibility, booking notes, accessibility, facilities, directions, virtual museum links, highlights, and events.
National Science Museum and science-center pagesexternal source	Catalog only	Public	Official public websites, booking forms, museum unit pages, education/event pages	Free public pages; booking/ticket data is not an open bulk API	Weekly for events/closures; monthly for static pages	Official visitor-facing context for science museums, Natural History Museum, IT Museum, Rama IX Museum, science centers, booking forms, hours, fees, education activities, and current closure/event notices.
Open DBD museum operatorsexternal source	Catalog only	Restricted	Public company search/download/API-style surfaces where available	Free public where published; some DBD/GDX APIs can be restricted	Monthly or periodic	Private museum, gallery, attraction, and museum-operator company discovery using juristic-person records. Business registration validates an operator entity, not visitor opening status.
OpenStreetMap Thailand museum POIsexternal source	Catalog only	Public	OSM/Overpass API and OSM extracts	Free open data under ODbL attribution/share-alike terms	Weekly national sync; daily or weekly for high-tourism areas	Free geospatial enrichment for tourism=museum, museum=, tourism=gallery, historic=, building=museum, names, operator, opening_hours, fee, website, contact tags, wheelchair access, Wikidata/Wikipedia links, points, and polygons.
Provincial museum and cultural learning center datasetsexternal source	Catalog only	Public	Provincial GDC/CKAN resources, DataStore APIs, CSV/TSV/JSON/XML where exposed	Free public/open catalog resources where published	Monthly or quarterly, with weekly discovery crawl	Long-tail provincial museum counts, cultural learning centers, local heritage sites, community museums, tourism attractions, and cultural-economy resources.
SAC Museum Databaseexternal source	Catalog only	Public, automation terms unclear	Public website and crawlable museum detail pages; no documented public API verified	Free public web access; confirm reuse terms before bulk ingestion	Weekly list/status checks; weekly or monthly detail refresh	Closest nationwide museum spine, with museum names, province/district, address, phone, opening hours, admission, website/social links, founded year, highlights, management type, content category, status, descriptions, and object/exhibit context where exposed.
TAT Data API museum place and event detailexternal source	Catalog only	Free registration	Registered TAT Data API	Free registration/API terms	Weekly for place detail; daily or weekly for events	Official tourism API layer for Search Place, Attraction Detail, Event Detail, News, and Recommended Route data. Use museum/category filtering for tourist-facing museums and museum events.
TAT museum and attraction catalogexternal source	Catalog only	Public	TAT/MOTS catalog resources, CSV/JSON/API-style downloads where exposed	Free public/open data where published	Weekly or monthly	Tourist-facing attraction records that can include museums, galleries, heritage learning sites, opening/closing times, contact data, locations, latitude, longitude, and tourism category context.
Wikidata and Wikimedia Commons Thailand museumsexternal source	Catalog only	Public	SPARQL/API and Wikimedia Commons media	Free public under Wikidata/Wikimedia terms	Weekly or monthly	QIDs, multilingual labels, aliases, coordinates, images, Commons categories, official websites, operators, inception dates, and Wikipedia sitelinks for notable museums.
WisdomKing Agricultural Museum datasetsexternal source	Catalog only	Public	CKAN/DataStore, CSV/TSV/JSON/XML where exposed	Free public/open catalog resources where published	Monthly or quarterly	Agricultural museum exhibitions, online visitor statistics, network/learning-center information, sufficiency-economy agriculture content, and museum service statistics.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
GDELT Thailandexternal source	Catalog only	Public	API/bulk	Free public	15-minute updates	Global event/news graph filterable to Thailand.
Government Public Relations Departmentexternal source	Catalog only	Public	Website/RSS where exposed	Free public	Frequent	Official government public-relations and news releases.
Thailand.go.thexternal source	Catalog only	Public	API/RSS where exposed	Free public; token may be required for API	Frequent	Government news, issues, events, services, and guidebook-style information.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
AIGS gemstone report verificationexternal source	Catalog only	Public	Public lab/service pages and report-specific verification where exposed	Free public report check where available; testing services are transactional	On demand for report verification; monthly for service-page checks	Asian Institute of Gemological Sciences gemstone identification, treatment/origin report context, and verification surfaces. Report verification is not a bulk open report database.
Bangkok Gems and Jewelry Fair exhibitor directoryexternal source	Catalog only	Public, automation terms unclear	Public web exhibitor directory and downloadable exhibitor lists where exposed	Free public viewing; confirm reuse terms before bulk ingestion	Per fair edition; weekly as events approach	Exhibitor companies, booth information, fair edition, country, and product categories such as gemstones, diamonds, gold jewelry, pearls, lab-grown diamonds, silver, and precious metals.
Bank of Thailand gold reserves and gold-trading policy contextexternal source	Catalog only	Commercial	Official public statistics, policy releases, and regulatory communications	Free public	Weekly, monthly, or on policy release	BOT reserve statistics and gold-related policy context. Use for monetary gold/reserve treatment and online-gold-trading regulatory context, not retail shop pricing.
Chanthaburi gem market public tourism and map sourcesexternal source	Catalog only	Public	TAT/local tourism pages, OSM, and public market descriptions	Free public; data reuse depends on source	Monthly, with manual validation for market hours	Physical gem-market context for Chanthaburi, including market location, operating-day context, trader/stone-market descriptions, nearby streets, OSM/POI enrichment, and visitor caveats.
DMR mineral potential and geology datasetsexternal source	Catalog only	Commercial	Government Data Catalog metadata, ArcGIS REST services, GIS layers, HTML/CSV where exposed	Free public/open catalog resources where published	Monthly or quarterly for discovery; slower for geology layers	Department of Mineral Resources mineral-potential areas, geology, mineral maps, and geospatial layers for mining/mineral-resource context. Useful for gemstone and precious-metal resource geography, not retail pricing.
DPIM mineral price, royalty, and mining statisticsexternal source	Catalog only	Public	Official public reports, PDFs, datasets, and data-catalog resources where exposed	Free public	Monthly, quarterly, annual, and on publication	Department of Primary Industries and Mines data for annual average mineral prices, mineral royalty assessment, mineral production, domestic use, concessions, licensees, and precious-metal minerals such as gold and silver where present.
GIA Report Results API and Report Checkexternal source	Catalog only	Public	Report-specific public verification and API products for eligible integrations	Report check is public; API/product terms vary	On demand	GIA report verification and API-oriented report-result products for diamonds and gems. Use to verify a report number, not to bulk-harvest all lab records.
GIT Gem and Jewelry trade statisticsexternal source	Catalog only	Public	Public web tables and statistics pages	Free public	Monthly with approximately one-month customs-data lag	Gem and Jewelry Institute of Thailand HS Chapter 71 import/export statistics by product and country, including pearls, diamonds, precious stones, synthetic stones, silver, gold, platinum, scrap, jewelry, wares, articles, and coins.
GIT report verification and precious-metal testingexternal source	Catalog only	Public	Report-specific online verification and public service pages	Free public report check; testing services are transactional	On demand for report verification; monthly for service-page checks	GIT verification confirms report existence for stones submitted from July 1, 2014 onward. GIT also provides gem identification, precious-metal inspection, hallmarking, and sample/status services.
GIT standards and jewelry information centerexternal source	Catalog only	Public	Official public standards, annual reports, research, and information-center pages	Free public where published; document reuse terms vary	Monthly or quarterly	GIT Standard, gem/jewelry/precious-metal testing methods, market research, trade reviews, knowledge pages, and lab/industry standard context.
Gold Traders Association Thailand gold pricesexternal source	Decision driving	Public	Official public website with a published latest-price JSON surface used by the site runtime; redistribution rights should still be reviewed separately	Free public web access for viewing and cautious automation; redistribution rights should be reviewed separately	Intraday during market hours; daily historical pages	Primary Thai domestic 96.5% gold retail reference, including bullion buy/sell, ornament sell, ornament buyback or tax-base context, announcement date or time, price-change history, member directory, holiday calendar, and calculators. The public latest-price JSON surface can support runtime observation of the national quote. Use it as the national THB-per-baht-weight reference instead of implying province-by-province official gold prices.
IGI gem and diamond verificationexternal source	Catalog only	Public	Report-specific public verification and lab service pages	Free public report check; testing/certification services are transactional	On demand	IGI verification for natural diamonds, lab-grown diamonds, jewelry, and gem reports. Store as report-specific authenticity enrichment only.
LBMA precious metal benchmark pricesexternal source	Catalog only	Public	Public benchmark pages; redistribution and derived-data use can require licensing	Free public viewing; licensed for redistribution	Daily benchmark publications	Global benchmark prices for precious metals. Use as international context and conversion baseline, not a direct Thai 96.5% gold retail price.
MOC Trade Report API for HS71 gems and jewelryexternal source	Catalog only	Public	Public Trade Report pages and API Data Exchange surfaces	Free public/API where exposed	Monthly	Ministry of Commerce trade API layer for export/import by product, harmonized code, country, Thai exporter/importer lists, and product information. Use HS Chapter 71 filters for gems, jewelry, and precious metals.
OCPB, AMLO, and consumer/AML rules for gems and goldexternal source	Catalog only	Public	Official public regulatory pages, notices, laws, and guidance; pair with OCPB and agency pages	Free public	Monthly or on regulatory update	Consumer-labeling, disclosure, controlled-label, AML/CFT, reporting, KYC, record-retention, and transaction-threshold context for gold shops, jewelry businesses, gems, diamonds, precious stones, and import/export businesses.
Open DBD gold, gem, and jewelry companiesexternal source	Catalog only	Restricted	Open-DBD datasets and API-style resources	Free public/open data where published; some DBD/GDX APIs can be restricted	Monthly or periodic	Juristic-person records for gold shops, jewelry manufacturers, gem dealers, exporters, and related entities. Company registration validates a legal entity, not inventory, lab quality, or retail trust.
OpenStreetMap Thailand gold, gem, and jewelry POIsexternal source	Catalog only	Public	OSM/Overpass API and OSM extracts	Free open data under ODbL attribution/share-alike terms	Weekly or monthly; weekly for Bangkok/Yaowarat and Chanthaburi clusters	Crowdsourced geospatial enrichment for shop=jewelry, shop=gold_buyer, craft=jeweller, craft=lapidary, gem markets, opening_hours, websites, phone, addresses, and map geometry.
TFEX Gold Futures contract and market dataexternal source	Catalog only	Commercial	Public market pages and contract specifications; production data redistribution may require SET/TFEX licensing	Free public viewing; commercial data terms apply	Intraday and end-of-day market data; contract specs on change	Gold Futures reference 96.5% gold bullion with 10 and 50 Thai gold baht contract sizes. Use this for contract-unit, formula, settlement, and hedging context rather than as the primary Thai retail gold quote.
TFEX Gold Online Futures and Micro Gold Online Futuresexternal source	Catalog only	Commercial	Public market pages and contract specifications; production data redistribution may require SET/TFEX licensing	Free public viewing; commercial data terms apply	Intraday and end-of-day market data; contract specs on change	Gold Online Futures and Micro Gold Online Futures expose international-style gold exposure and contract metadata. Keep this separate from domestic 96.5% Thai gold-baht retail pricing.
TGJTA member and industry resourcesexternal source	Catalog only	Public	Public association website, member/resources pages, news, and guidance	Free public; member data reuse terms vary	Monthly	Thai Gem and Jewelry Traders Association industry membership, news, business guidance, trade context, tax/regulatory summaries, and sector network discovery.
Thai Customs HS71 import-export statisticsexternal source	Catalog only	Public	Public customs statistics search and CSV/download surfaces	Free public	Monthly releases with revision risk	Official customs trade data by HS code, country, month/year, import/export direction, value, and quantity where available. Only detailed HS levels may expose useful quantity fields.
TISI precious metal and jewelry standardsexternal source	Catalog only	Public	Official public standards catalog and document pages	Free public metadata; document terms vary	Monthly or on standard update	Thai Industrial Standards Institute standards relevant to precious-metal purity/testing, jewelry methods, and related product standards. Store standard ID, scope, material, method, and effective status.
World Gold Council Goldhub dataexternal source	Catalog only	Commercial	Public research/data pages and downloads where available	Free public with terms	Monthly, quarterly, and annual	Global gold demand, supply, investment, central-bank, and market context. Useful for macro background and Thailand comparisons, not retail pricing.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
DASTA CBT Thailand APIexternal source	Catalog only	Public	Web API	Free public documentation; confirm API terms before production use	Weekly for community attractions/routes; daily or weekly for events	Community-based tourism attractions, attraction details, events, festivals, accommodations, and recommended routes. Useful for local temple/community culture routes.
DOPA religious and important-place geospatial datasetsexternal source	Catalog only	Public	JSON/XLS/geospatial resources where exposed through government catalogs	Free public/open catalog resources where published	Monthly or quarterly	Administrative and important-place datasets useful for province/district/subdistrict reconciliation, official place names, LAT/LONG, and ancient/religious-place context.
DRA Buddhist religious site listexternal source	Catalog only	Public	CKAN/DataStore, CSV/TSV/JSON/XML where exposed	Free public/open catalog resources	Monthly or on catalog update	Department of Religious Affairs Buddhist temple list and statistics layer with region, temple name, temple type, sect, wisungkhamsima, subdistrict, district, province, and postal code fields.
DRA non-Buddhist religious site datasetsexternal source	Catalog only	Public	CKAN/DataStore, XLS/PDF/CSV where exposed	Free public/open catalog resources where published	Monthly or quarterly	Religion-wide context for mosques, Hindu/Brahmin sites, Sikh sites, Catholic churches, and other registered religious-site datasets. Use to avoid treating every religious place as a Buddhist wat.
Fine Arts ancient monuments APIexternal source	Catalog only	Public	Open Data/API, GIS/catalog resources	Free public/open data where published	Daily or weekly; some catalog labels may say realtime	Best official source for ancient monuments, temple ruins, historical parks, registered heritage places, images, coordinates, and cultural-art context.
Fine Arts important Buddha images dataexternal source	Catalog only	Public	Open Data/API/catalog resources	Free public/open data where published	Weekly or monthly	Important Buddha images and cultural heritage records that can enrich major temple and historical-park pages.
Ministry of Culture religious places datasetsexternal source	Catalog only	Public	Open-data/catalog/API/report surfaces where exposed	Free public where published	Monthly or quarterly	Cultural and religious-place datasets, central cultural data, cultural heritage, and religious-site reports. Use as narrative/cultural context rather than canonical wat identity.
ONAB temple count dashboardexternal source	Catalog only	Public	Public dashboard/search surface	Free public dashboard	Dashboard-style; snapshot daily or weekly	Current Buddhist temple count and classification context by sect, royal/common status, and wisungkhamsima status. Use as a count/status layer, not as a full POI record.
ONAB temple histories and abandoned temple datasetsexternal source	Catalog only	Public	Catalog resources, XLSX/DOCX/PDF/CSV where exposed	Free public where published; check license per resource	Monthly or quarterly change detection	Temple history corpus, abandoned temples, central religious property, geospatial religious-property records, meditation centers, and legal/procedure documents. Slow-changing but valuable for history and active/abandoned distinction.
ONAB temple registryexternal source	Catalog only	Public	ONAB catalog/search UI, XLSX downloads, dashboard surfaces where exposed	Free public where published; license and reuse terms must be checked per resource	Registry snapshot monthly or on catalog change; dashboard daily or weekly	Canonical National Office of Buddhism source layer for active Buddhist temple identity: temple code, official name, type, sect, province, district, subdistrict, establishment date, and wisungkhamsima fields where exposed.
OpenStreetMap Thailand temple POIsexternal source	Catalog only	Public	OSM/Overpass API and OSM extracts	Free open data under ODbL attribution/share-alike terms	Weekly for national index; daily or weekly for high-tourism areas	Geospatial enrichment for amenity=place_of_worship, religion=buddhist, building=temple, historic=ruins, tourism=attraction, names, aliases, opening_hours, website, accessibility, polygons, and nearby access.
Wikidata and Wikimedia Commons Thailand templesexternal source	Catalog only	Public	SPARQL/API and Wikimedia Commons media	Free public under Wikidata/Wikimedia terms	Weekly or monthly	QIDs, multilingual labels, aliases, images, Commons categories, coordinates, heritage links, and Wikipedia sitelinks for notable temples, ruins, shrines, and royal temples.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Google Places Thailand nightlife venuesexternal source	Catalog only	Commercial	Google Places APIs for bars, pubs, clubs, rooftop venues, and live-music venue search plus place details	Commercial / pay-as-you-go API	On request / event-driven	Commercial nightlife POI enrichment for bars, pubs, clubs, hours, ratings, photos, phone, website, and business status. Useful for named-venue and district confidence, not a legal alcohol-license registry or live event feed.
Google Places Thailand restaurantsexternal source	Catalog only	Commercial	Google Places APIs for restaurant place search, place details, photos, reviews, ratings, and selected business attributes	Commercial / pay-as-you-go API	On request / event-driven	Commercial restaurant and cafe POI enrichment for venue names, place IDs, addresses, hours, ratings, reviews, photos, phone, website, and business status. Useful for named-venue discovery and map confidence, not an official Thai food or licensing registry.
Google Places Thailand spas and massageexternal source	Catalog only	Commercial	Google Places APIs for spa, massage, and wellness venue search plus place details	Commercial / pay-as-you-go API	On request / event-driven	Commercial spa and massage POI enrichment for named venues, hours, ratings, reviews, photos, phone, website, and business status. Useful for hotel-adjacent recovery planning, not a medical or regulated-treatment certification layer.
OpenStreetMap Thailand nightlife venuesexternal source	Catalog only	Public	OSM extracts and Overpass API using amenity=bar, amenity=pub, amenity=nightclub, amenity=music_venue, opening_hours, and contact tags where mapped	Free open data under ODbL attribution/share-alike terms	Daily/weekly for nightlife districts; weekly nationally	Best free nightlife geometry and nearby fallback layer for bars, pubs, clubs, and music venues. Coverage varies sharply by city and district and is not a trust, safety, or quality guarantee.
OpenStreetMap Thailand restaurants and cafesexternal source	Catalog only	Public	OSM extracts and Overpass API using amenity=restaurant, amenity=cafe, amenity=food_court, amenity=fast_food, cuisine, opening_hours, and contact tags	Free open data under ODbL attribution/share-alike terms	Daily/weekly for Bangkok, Chiang Mai, Phuket, and tourist clusters; weekly nationally	Best free map spine for restaurant and cafe geometry, names, categories, cuisine tags, opening_hours, and nearby fallback logic. Coverage is uneven and it does not prove food quality, licensing, or current kitchen output.
OpenStreetMap Thailand spas and massageexternal source	Catalog only	Public	OSM extracts and Overpass API using shop=massage, leisure=spa, beauty=spa, opening_hours, and contact tags where mapped	Free open data under ODbL attribution/share-alike terms	Daily/weekly for major tourist cities and resort zones; weekly nationally	Best free spa and massage map spine for venue geometry, names, opening hours, and nearby fallback options. Coverage and tagging depth vary and should not be treated as treatment-quality proof.
TAT dining, nightlife, and wellness contextexternal source	Catalog only	Public, automation terms unclear	Public tourism website and destination pages for dining districts, nightlife areas, wellness, and spa context	Free public web access; reuse and automated access terms vary by page	Weekly / seasonal / event-driven depending destination page	Useful for official tourism framing around dining neighborhoods, nightlife districts, spa and wellness areas, and visitor-oriented route context. Not a canonical hours, licensing, or live-booking feed.
Thai SELECT restaurant certificationexternal source	Catalog only	Public, automation terms unclear	Public certification site and restaurant directory for Thai SELECT venues and product context	Free public web access; reuse and automated access terms vary by page	Monthly / periodic	Quality and recognition layer for Thai SELECT restaurants and related product branding. Useful for named-venue confidence and Thai-food discovery, not a full restaurant directory or live table-availability feed.
Wongnai restaurant discovery and reviewsexternal source	Catalog only	Public	Public restaurant and cafe discovery website/app plus merchant and partner surfaces where authorized	Public consumer pages; merchant or partner operations need authorization	Daily / on demand for top venues and popular districts	Thailand-local restaurant discovery, reviews, menu snapshots, photos, and district familiarity. Useful for named-venue confidence and local food context, but it is not an open canonical bulk API or legal registry.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Bank of Thailand APIexternal source	Decision driving	Free registration	API	Free registration/token	Daily/monthly depending on series	Exchange rates, interest rates, financial markets, monetary, external, payments, public finance, loans, deposits, and NPLs. In the gold stack, this should act as THB exchange-rate context rather than the primary Thai retail gold quote.
Bank of Thailand statisticsexternal source	Catalog only	Public	Downloads, dashboards, API portal	Free public	Daily/monthly/quarterly	Canonical Thai central-bank statistics.
BOT auto leasing and hire-purchase supervisionexternal source	Catalog only	Public	Official public supervision page, press releases, public-hearing documents, and regulatory guidance	Free public	On legal or supervisory change	Bank of Thailand supervision context for hire purchase and leasing of cars and motorcycles, especially the boundary between short-term rental and regulated financial leasing or hire-purchase businesses. Use to keep daily rental separate from long-term finance products.
Comptroller General e-GPexternal source	Catalog only	Public	RSS/API-style/scrape	Free public where published	Frequent	Public procurement notices and contract data.
Excise Department Data Catalogexternal source	Health checked	Public	CSV/XLS/API/RDF where enabled	Free public where open	Varies	Excise tax datasets and niche categories such as alcohol, tobacco, card import/license data.
Fiscal Policy Office Data Catalogexternal source	Health checked	Public	CKAN/API	Free public where open	Monthly / periodic	Fiscal and macroeconomic datasets.
Ministry of Commerce trade statisticsexternal source	Catalog only	Public	Dashboard/API-style reports	Free public where open	Monthly / periodic	Thailand import/export summaries, products, HS codes, and trade reports.
National Statistical Office Data Catalogexternal source	Health checked	Public	CKAN/API, CSV, XLS	Free public where open	Varies	Official Thai statistical datasets.
NSO environment noise statisticsexternal source	Catalog only	Public	Public e-book and statistical tables	Free public	Annual statistical publication	National Statistical Office environmental-statistics publication with 24-hour average noise tables for Bangkok, vicinity stations, and some provinces, based on official monitoring summaries.
NSO justice statisticsexternal source	Catalog only	Public	Public Statistical Yearbook e-book and tables	Free public	Annual statistical publication	National Statistical Office justice, security, political, and public-administration statistics, including criminal, court, and related official summary tables from justice-system agencies.
NSO websiteexternal source	Catalog only	Public	Reports, dashboards, downloads, RSS where exposed	Free public	Varies	National Statistical Office publications, surveys, and dashboards.
Open DBD / Department of Business Developmentexternal source	Catalog only	Restricted	Public search/download/API where available	Free public for public search; some data restricted	Operational / periodic	Juristic-person and company-registration data; keep restricted services out of free pipeline.
Public Debt Management Officeexternal source	Catalog only	Public	Dashboard/downloads	Free public	Monthly / periodic	Public debt outstanding, debt service, maturity, and debt components.
Revenue Department Data Catalogexternal source	Catalog only	Restricted	CKAN/API where enabled	Free public where open	Varies	Tax and revenue datasets; excludes restricted e-filing APIs.
SEC market data and downloadsexternal source	Catalog only	Public	CSV/XLS/downloads	Free public where published	Varies	Capital-market statistical releases and open-data downloads.
SEC Thailand Open Data / API Portalexternal source	Catalog only	Free registration	API/bulk/download	Free registration/API terms	Daily/monthly/quarterly depending on product	Securities, funds, digital assets, licenses, filings, and market data products.
Thai Customs statisticsexternal source	Catalog only	Public	Reports/downloads/API-style resources	Free public where published	Monthly / periodic	Customs import/export and logistics-related statistics.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
7-Eleven Thailand store locatorexternal source	Catalog only	Public	Public chain store locator/web surfaces; no documented bulk public API verified	Free public web access; automated reuse terms require review	Weekly for branch discovery; weekly/monthly for services and hours	Key chain layer for Thailand convenience stores. Use as branch truth for 7-Eleven where accessible, but keep separate from CP ALL legal entity records, OSM/Google POIs, and inventory/product availability.
Bank of Thailand Retail Sales Indexexternal source	Catalog only	Public	BOT statistical releases and metadata for retail sales index categories based on Revenue Department data	Free public statistical access	Monthly	Macro retail-demand context across categories such as food stores, pharmacies/cosmetics, stalls/markets, department stores, supermarkets, general stores, and internet/mail-order retail. Not a store POI or price feed.
Big C store locatorexternal source	Catalog only	Public	Official Big C public locator with shop type, province, branch, address, GPS, telephone, and store hours where exposed	Free public web access; automated reuse terms require review	Weekly for branches; weekly/monthly for opening hours and shop formats	Strong chain source for Big C, Big C Market, Big C Foodplace, Big C Mini, Pure Pharmacy, Depot, and related branch formats. Branch locator is chain-specific, not national retail coverage.
Boots Thailand store locatorexternal source	Catalog only	Public	Boots Thailand public store locator or branch pages; mall pages may expose branch address and opening hours	Free public web access; automated reuse terms require review	Weekly/monthly for branch and opening-hour validation	Health and beauty/pharmacy chain layer. Pair with Thai FDA drug-place licenses and Google/OSM for pharmacy status, hours, and POI enrichment.
Central and mall tenant directoriesexternal source	Catalog only	Public	Public mall, Central, One Bangkok, MBK, and shopping-center tenant directories, floor/category pages, and branch pages where exposed	Free public web access; automated reuse terms vary by mall	Weekly/monthly for tenant directories; weekly for major mall changes and tourist clusters	Best layer for mall units, floors, tenant categories, mall hours, and indoor shopping context. Tenant churn and individual store hours require separate validation.
DBD GDX juristic person and commercial registration APIsexternal source	Catalog only	Commercial	Government Data Exchange API layer for DBD juristic-person data and related government data-linkage services	Permissioned government/API access; not an unrestricted public bulk feed	On demand or agency-defined; monthly validation for allowed integrations	High-authority legal identity and commercial-registration context for government or approved integrations. Use separately from public POI and branch data; many fields may be restricted or require agency approval.
Department of Internal Trade retail price and consumer goods dataexternal source	Catalog only	Public	DIT data catalog, price pages, and CSV/API resources for selected consumer goods, agricultural prices, and market-price datasets	Free public catalog resources where published	Daily, weekly, monthly, or annual depending dataset	Useful for retail price context and market trend monitoring, not exact shelf price at a specific store branch. Pair with retailer/marketplace feeds only when authorized.
ETDA digital platform registryexternal source	Catalog only	Public	ETDA data catalog CSV datasets for registered/notified digital platform services and e-commerce related statistics	Free public CSV/catalog access where published	Daily/weekly for registry checks; monthly for platform ecosystem review	Identifies registered digital platforms and e-commerce platforms, not every seller on those platforms. Use for online-retail platform compliance context and join to marketplace/API layers only with authorization.
Excise Department regulated retail license datasetsexternal source	Catalog only	Public	Excise Department public catalog/search resources for excise-controlled licenses such as liquor, tobacco, cards, and related sale/import/production permissions where published	Public/catalog access where available; terms vary by resource	Monthly or on license update	Compliance layer for regulated retail categories. Use as a license flag and source link, not as a general store directory or recommendation source.
Farm Outlet and agricultural market datasetsexternal source	Catalog only	Public	DIT and provincial catalog resources for agricultural central markets, farm outlet style retail, and agricultural price/market datasets	Free public catalog resources where published	Monthly/quarterly for market lists; daily/weekly for price surfaces where available	Useful for market and producer-retail pages, especially agricultural central markets and local product channels. Not a full consumer store directory.
Foursquare retail POI enrichmentexternal source	Catalog only	Commercial	Commercial Places API and data products for POI search, categories, features, hours, photos, tips, ratings, and popularity-style signals	Commercial API; trial/allowance depends on account	Monthly or on demand for POI enrichment	Commercial enrichment for store POI matching, hours, reviews, photos, categories, and popularity. It is not an official Thai legal/tax/license registry.
Google Places Thailand store POIs and hoursexternal source	Catalog only	Commercial	Google Places API with field-mask controlled place details, nearby/text search, place IDs, and commercial terms	Paid/commercial API; account credits or trial terms may vary	On request for search/open-now; weekly for key store detail refresh; monthly for place matching	Strongest commercial enrichment layer for store name, address, coordinates, business_status, opening_hours, phone, website, photos, price level, rating, reviews, and operational status. It is not a Thai legal business registry and must not be used as an open canonical database.
GS1 Thailand GTIN and barcode servicesexternal source	Catalog only	Public	GS1 Thailand membership and barcode/GTIN services for product and supply-chain identification	Membership/service model; public informational pages	On product registration or monthly master-data validation where authorized	Best product identity layer for GTIN/EAN-13 and barcode-based product matching. It identifies products and parties, not store branch locations or live inventory.
HomePro branch locatorexternal source	Catalog only	Public	Official HomePro public branch locator and branch pages with address, phone, map, and office hours where exposed	Free public web access; automated reuse terms require review	Weekly/monthly for branch, phone, and opening-hour validation	Home improvement and household-retail branch truth. Useful for hours and maps, but inventory/service appointment availability needs retailer APIs or direct integration.
Lazada Open Platform Thailand sellers and listingsexternal source	Catalog only	Public	Lazada Open Platform partner/seller APIs for product, inventory, order, review, store decoration, logistics, and seller operations	Partner/seller authorization required; not a public all-seller bulk feed	Near real time/webhook or 5-30 minutes for authorized seller operations; daily for shop profile sync	Online seller/product/inventory layer for authorized Lazada integrations. Public marketplace pages are not a clean open-data replacement.
LINE MAN Wongnai merchant ecosystemexternal source	Catalog only	Commercial	Merchant app and partner ecosystem for restaurant/store information, reviews, delivery orders, CRM, and merchant operations where authorized	Merchant/partner access; not a public all-merchant bulk API	Near real time for authorized order operations; daily/weekly for merchant profile sync	Useful for restaurant/food-shop merchant operations, delivery availability, reviews, and online/offline matching when authorized. Keep separate from public POI data and legal/tax records.
Longdo Place API Thailand storesexternal source	Catalog only	Commercial	Longdo Place API for reverse geocoding, search/suggest place, smart search, place details, Thai-local addresses, phone, website, and category data	Developer/commercial API; plan and quota depend on Longdo account	On request for search; weekly/monthly cache refresh for key store profiles	Thailand-local POI/search layer useful for Thai names, address normalization, phone, website, place type, reverse geocoding, and place search. Use as licensed POI enrichment alongside OSM, Google, NOSTRA, and brand locators.
Lotus Thailand store locatorexternal source	Catalog only	Public	Official Lotus's public store locator for store formats, locations, and branch search	Free public web access; automated reuse terms require review	Weekly for branch discovery; monthly for format and service changes	Chain branch layer for Lotus's Hypermarket, Talad, Go Fresh, and related formats. Use for branch truth, then enrich hours and reviews via POI sources if allowed.
Makro Thailand branch locatorexternal source	Catalog only	Restricted	Official Makro public branch/contact pages for wholesale and food-service branch locations and hours where exposed	Free public web access; automated reuse terms require review	Weekly/monthly for branch and hours validation	Warehouse/wholesale branch layer for food-service, grocery, and professional buyer use cases. Keep separate from CP/DBD legal identity and retailer-private inventory.
MOC GISProductPrice APIexternal source	Catalog only	Public	Ministry of Commerce Open Data API endpoint for agricultural product price data by product_id and date range	Free public API endpoint	Daily according to MOC page metadata	Returns product ID/name/category/unit and date-level price_min/price_max lists and averages. Strong for product price context; not a store-specific shelf-price or inventory API.
NOSTRA Map API Thailand retail POIsexternal source	Catalog only	Commercial	NOSTRA Map developer platform APIs for basemap, web service APIs, POI search, geocoding, routing, and Thai location services	Commercial/developer access; account and API key required	On request for search/routing; weekly/monthly cache refresh subject to license	Commercial Thai geospatial/POI enrichment source for store and retail places, coordinates, nearby search, category filtering, routing context, and map-quality validation.
Open DBD retail and juristic person recordsexternal source	Catalog only	Free registration	Open-DBD public datasets and API-style catalog resources for juristic-person records, new registrations, dissolved businesses, status, names, capital, objectives, and address fields	Free public/open data where published	Monthly for active/business status; weekly/monthly for new registrations	Official legal-entity layer for checking whether a company exists and what it is registered to do. It does not prove every physical store branch, opening hours, products, reviews, or inventory.
OpenStreetMap Thailand shop POIsexternal source	Catalog only	Public	OSM extracts and Overpass API using shop=*, amenity=marketplace, amenity=pharmacy, brand, operator, opening_hours, address, contact, and payment tags	Free open data under ODbL attribution/share-alike terms	Weekly nationally; daily/weekly for Bangkok, tourist zones, and fast-changing retail clusters	Best free geospatial store spine. Useful for shop categories, coordinates, polygons, opening_hours, brand, operator, contact tags, wheelchair/accessibility, payment hints, markets, and pharmacies. Coverage is incomplete and it is not legal/tax/license proof.
OTOP producer and shop datasetsexternal source	Catalog only	Public	OTOP Big Data/API references, provincial GDC datasets, and public OTOP product/operator catalogs where exposed	Public catalogs and some API/reference documents; access may vary by agency	Monthly/quarterly for product/operator graph; annual for some provincial statistics	Community retail layer for OTOP producers, products, categories, provinces, and some shop/community datasets. Producer identity does not always equal a public retail storefront.
Revenue Department VAT Refund for Tourist shopsexternal source	Catalog only	Public	Revenue Department CSV/catalog dataset and VRT store/navigation systems for approved VAT Refund for Tourist shop operators and establishment addresses	Free public CSV/catalog access under Open Data Common where listed	Monthly according to catalog metadata; VRT public pages/app surfaces on change	Best official layer for stores approved to sell under the VAT Refund for Tourist scheme. Pair with Revenue Department VRT rules, P.P.10 requirements, and store-level POI/hours enrichment.
Revenue Department VAT registrantsexternal source	Catalog only	Public	Revenue Department data catalog CSV/API-style dataset for active VAT-registered operators and establishment addresses	Free public CSV/catalog access under Open Data Common where listed	Monthly according to catalog metadata	Useful for tax/VAT trust scoring and branch/address validation. A VAT branch can be a store, office, warehouse, or other establishment, so do not treat it as a public-facing retail POI without matching.
Shopee Open Platform Thailand sellers and listingsexternal source	Catalog only	Public	Shopee Open Platform partner/seller APIs for shop, product, order, logistics, promotion, and account operations	Partner/seller authorization required; not a public all-seller bulk feed	Near real time/webhook or 5-30 minutes for authorized seller operations; daily for shop profile sync	Online marketplace integration layer for seller-owned data. Use only for authorized shops/listings/orders/inventory; do not scrape or treat as a public national store registry.
Thai FDA drug place and pharmacy licensesexternal source	Catalog only	Public	Thai FDA data catalog and public search surfaces for drug-place licenses, pharmacy/shop names, province, and license details where exposed	Free public catalog/search access; license terms can vary by resource	Monthly for license datasets; on request for search validation	Official regulated-store layer for pharmacies and drug places. It does not reliably provide current opening hours, pharmacist schedule, product inventory, or consumer reviews.
Thong Fah Pracharat store dataexternal source	Catalog only	Public	DIT Thong Fah Pracharat app surfaces and provincial/GDC datasets for welfare-card/community store counts or store search details where exposed	Free public app/catalog surfaces; automated access requires terms review	Monthly for catalog counts; on request/app-defined for shop search	Important layer for welfare-card and low-price community stores. The app describes nearby search, store name search, location, owner/shop name, address, phone, and map navigation, while many public datasets expose only counts.
TPSO price indexes and retail economic dataexternal source	Catalog only	Public	Bureau of Trade and Economic Indices public index pages and downloadable statistics for CPI, PPI, CMI, EXI/IMI, consumer confidence, and related price indicators	Free public web/statistical access	Monthly for most index releases	Retail and price-index context for consumer goods and macro retail conditions. Useful for trend pages, not branch-level store prices.
Watsons Thailand store locatorexternal source	Catalog only	Public	Watsons Thailand public store pages/search with store address and opening hours where exposed	Free public web access; automated reuse terms require review	Weekly/monthly for branch and opening-hour validation	Health and beauty chain branch layer. Pair with FDA license data where a branch is a licensed pharmacy and with Google/OSM/Longdo for POI enrichment.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Agoda commercial contextexternal source	Catalog only	Commercial	Commercial booking site, app, and partner surfaces; no open public bulk API verified	Public consumer site plus commercial/partner integrations	On request / listing and rate updates vary	Thailand-heavy accommodation search, demand, pricing, review, and area context from Agoda consumer and partner surfaces. Useful as commercial market context and traveler-facing discovery, but structured production access depends on partnership or explicit automation permission.
Booking accommodation partner dataexternal source	Catalog only	Commercial	Partner/commercial accommodation APIs and content where authorized	Commercial / partner access required	On request for rates, availability, policies, and content	Live accommodation inventory, rate, room, cancellation, payment, and content context through Booking partner surfaces where authorized. Use for booking and availability workflows only when contractual access exists.
DBD hotel operatorsexternal source	Catalog only	Public	Public business-search and open-data surfaces for legal-entity lookup where exposed	Free public where published; bulk and reuse terms vary by service	Weekly or monthly for operator checks	Department of Business Development company-discovery context for hotel, resort, serviced-apartment, and travel-accommodation operators. Useful for legal entity, company status, and registered business-objective checks, not branch-level room inventory or traveler-facing hotel quality.
DNP Tourism Datasetsexternal source	Decision driving	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	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.
Google Places hotelsexternal source	Catalog only	Commercial	Google Places APIs for place search, place details, photos, reviews, ratings, and selected accommodation attributes	Commercial / pay-as-you-go API	On request / event-driven	Commercial accommodation POI enrichment for hotel names, place IDs, addresses, maps, ratings, reviews, photos, phone, website, and open-status context where available. Useful for public-facing hotel discovery, not Thai legal hotel registration or live room inventory.
Hotel license data Thailandexternal source	Reference only	Reference only	Official accommodation-statistics page and licensing-related reference context; no clean national public bulk hotel-license API verified	Reference context only until a stable public licensing dataset is verified	Monthly or quarterly verification	Reference-only accommodation licensing and classification context anchored by official Ministry of Tourism and Sports accommodation statistics. Useful for province-level hotel/resort, guesthouse, room, and occupancy context plus hotel-act category interpretation, but do not treat it as a verified national open hotel-license feed.
OSM Thailand accommodationexternal source	Catalog only	Public	OpenStreetMap Overpass API and ODbL geospatial data	Free open data under ODbL attribution/share-alike terms	Current community-edited data; daily or weekly refresh is typical	Free accommodation map spine for tourism=hotel, tourism=guest_house, tourism=hostel, tourism=resort, tourism=apartment, tourism=camp_site, villas, and related lodging POIs. Good for coordinates, names, and map context, not official licensing or live rates.
Provincial hotel registration GDC clusterexternal source	Catalog only	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	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.
TAT accommodation dataexternal source	Catalog only	Free registration	Developer API portal and official tourism-data surfaces for accommodation metadata	Free registration/API terms	On demand for API-backed fields; verify listing freshness weekly or monthly	Tourism Authority of Thailand accommodation listings and tourism metadata for hotels, resorts, guesthouses, services, and nearby travel context. Useful for destination depth and accommodation-area intelligence, not live room inventory.
TAT tourism data catalog/statisticsexternal source	Catalog only	Public	CKAN/API/CSV/downloads	Free public where open	Monthly / periodic	Tourism statistics, arrivals, survey datasets, and tourism-sector resources.
Thailand Tourist Police appexternal source	Catalog only	Public	Official public app-information page	Free public app	On app-feature or public-service update	Public app-information layer for the Thailand Tourist Police application, including emergency assistance, translation, location sharing, alerts, and app-based tourist support context. App-side operational data is not a public bulk API.
Tourism Authority of Thailand APIexternal source	Catalog only	Free registration	API	Free registration/API terms	Varies	Attractions, accommodation, routes, events, and tourism services through the Tourism Authority developer surfaces. Keep the classic developer portal and newer tatdataapi.io documentation in sync before describing this as one stable API contract.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
ADS-B Exchange APIexternal source	Catalog only	Commercial	Commercial live aircraft-data products and API access	Commercial access; subscription required for most products	Operational / near real time	Unfiltered ADS-B flight data products and APIs for aircraft position, hex lookup, and live tracking. Strong positional layer, not a schedule or fare source.
AEROTHAI NOTAM Thaiexternal source	Catalog only	Free registration	NOTAM, PIB, and chart web system with registration/login for some services	Public/member access; some functions require account registration	Operational / real time	AEROTHAI AIS surface for NOTAM, SNOWTAM, ASHTAM, PIB, aerodrome information, and charts. Strong operational disruption layer, but account/login and usage terms matter.
Amadeus Cars and Transfers APIsexternal source	Catalog only	Commercial	Developer documentation for cars and transfers search, booking, and management flows	Commercial/developer access depends on Amadeus product and authorization	On request for search and booking; docs change on product revision	Amadeus Cars and Transfers API family for car or transfer search and related ordering flows. Use for authorized booking or transfer integrations, not as an open public inventory feed.
Amadeus Flight APIsexternal source	Catalog only	Commercial	Developer documentation for flight offers, inspiration, routes, and booking-related flows	Developer self-service tier exists; production/commercial use and higher volumes require credentials and contract	On request for shopping and repricing; docs change on product revision	Flight offers search, routes, inspiration, pricing, and related airline retail APIs. Strong fare-shopping and availability layer, not an official airport or regulator source.
AOT air transport statisticsexternal source	Decision driving	Public	Investor/public statistics downloads and archive pages	Free public	Monthly / fiscal-year updates	Passenger, aircraft, cargo, and mail statistics for Airports of Thailand airports with current fiscal-year updates and long historical archives.
AOT airport flight statusexternal source	Decision driving	Public	Public airport flight-status pages and Sawasdee by AOT flight-board surfaces	Free public web/app surfaces; no general documented public API was verified	Operational / near real time	Arrivals and departures for AOT airports with airline, flight number, status, and passenger-facing board context. Some airport/app surfaces also mention gate, check-in counter, or baggage information, but these pages should be treated as brittle public surfaces rather than a guaranteed API.
AOT airport ground transport pagesexternal source	Decision driving	Public	Official airport transport guide and service pages	Free public	On change / operational page	Structured public AOT airport transport pages covering taxi rules, Grab pickup guidance, rental-counter presence, airport rail or shuttle context where published, and pickup or terminal instructions. Useful for official airport-ground-service support and pickup-rule context, not live queue length, ETA, or rental inventory.
AOT airport noise monitoringexternal source	Catalog only	Public	Public sustainability and environmental reporting page	Free public	Quarterly or annual reporting updates	Airports of Thailand public environmental-management page describing environmental governance across all 6 AOT airports plus public complaint and community-contact context for airport-noise and related environmental impacts. Useful as reference and disclosure context, but direct automated fetch behavior can vary and it should not be treated as a stable live measurement feed.
AOT annual report / SET filingexternal source	Decision driving	Public	Public SET factsheet page with linked annual report ZIP	Free public	Annual report publication with periodic factsheet refresh	SET-hosted AOT company factsheet plus public annual report ZIP link. Useful for operator-level airport disclosure, airport-network scope, environmental or community wording, and airport-noise governance context extracted from the annual report. This is official disclosure support, not live airport operations or measured sound-level truth.
AOT Chiang Mai car rental servicesexternal source	Decision driving	Public	Official airport transport guide page and linked provider pages	Free public	On change / operational page	Official Chiang Mai Airport car-rental services page and linked provider counters. Useful for airport pickup and supplier presence, not quote or availability data.
AOT Don Mueang car rental servicesexternal source	Decision driving	Public	Official airport transport guide page and linked provider pages	Free public	On change / operational page	Official Don Mueang airport page for car-rental services and linked supplier counters. Useful for terminal and pickup guidance, not a live booking or stock API.
AOT Don Mueang Grab pickup pointsexternal source	Decision driving	Public	Official airport transport service page	Free public	On change / operational page	Official Don Mueang Grab service page with terminal pickup area information and service-type context. Useful for airport ride-hailing pickup guidance, not live dispatch or fare ingestion.
AOT Don Mueang taxi meter serviceexternal source	Catalog only	Public	Official airport guide page	Free public	On change / operational page	Official Don Mueang taxi pickup-point and service guidance, including Terminal 1 Door 8 and Terminal 2 Door 15 taxi areas, 24-hour availability, and special taxi options. Use for airport pickup rules; verify baggage-fee or service-detail changes against current airport transport pages.
AOT Phuket car rental servicesexternal source	Decision driving	Public	Official airport transport guide page and linked provider pages	Free public	On change / operational page	Official Phuket Airport car-rental services page with airport-level rental presence and linked provider counters. Useful for airport-counter and pickup context, not live inventory.
AOT Suvarnabhumi car rental servicesexternal source	Decision driving	Public	Official airport transport guide page and linked provider pages	Free public	On change / operational page	Official Suvarnabhumi airport transport guidance showing self-drive car-rental availability at Level 2, Gate 7, with linked supplier counter pages for floor, gate, hours, and contact details. Good for airport-counter truth, not live availability.
AOT Suvarnabhumi Grab pickup pointsexternal source	Decision driving	Public	Official airport transport service page	Free public	On change / operational page	Official Suvarnabhumi Grab pickup and drop-off point page, including gate and level information plus airport application-pickup rules. Good for airport pickup instructions, not quote or ETA data.
AOT Suvarnabhumi public taxiexternal source	Decision driving	Public	Official airport transport service page	Free public	On change / operational page	Official Suvarnabhumi public-taxi pickup, counter/ticket-machine, 24-hour service, surcharge, toll, baggage-fee, and taxi-category information. Use for airport pickup rules and fare caveats, not live queue length.
Bangkok motorcycle taxi stands and driversexternal source	Decision driving	Public	DLT/data.go.th dataset with downloadable resources and catalog metadata	Free public/open data	Historical / static dataset; validate periodically for newer releases	Counts of motorcycle-taxi stands (wins) and public motorcycle drivers in Bangkok. Useful for stand and driver supply context, not exact live availability or stand coordinates.
BMTA route and fare pagesexternal source	Catalog only	Public	Public website/app route search; realtime app data not documented as public API	Free public website and app view	Static crawl daily or weekly; realtime only through permission/partnership	Bangkok bus route, fare, operating-hour, depot, and route metadata. BMTA BUS app exposes realtime tracking to users, but no open public realtime API was verified.
Booking.com Demand API car rentalsexternal source	Catalog only	Commercial	Partner API documentation for content, search, redirect, booking, depots, suppliers, details, and reporting flows	Partner authorization required; API credentials and commercial terms apply	On request for quotes and availability; static docs on product change	Real-time car-rental inventory, availability, pricing, depot, supplier, and booking functionality through Booking.com Demand API Cars. Use for live quote and booking flows only when authorized.
BTS SkyTrain system maps and service pagesexternal source	Decision driving	Public	Official public route-map, station, fare, and service-information pages	Free public website	Static pages with service updates as published	Bangkok Mass Transit System public route maps, fares, interchange guidance, first/last train context, and station/service pages. Useful for public rail-wayfinding and base-choice logic, but no clean public bulk rail API was verified.
CAAT AIP Thailandexternal source	Catalog only	Public	Official eAIP web publication, AIRAC packages, charts, and aeronautical-document downloads	Free public for individual personal, non-commercial use; business or internal commercial use needs licensing review	AIRAC cycle / on publication	Official AIP Thailand and eAIP publication for GEN, ENR, AD, aerodrome, runway, procedure, communication, navigation, and chart data. Strongest official airport and airspace master-data layer, with explicit licensing constraints.
CAAT air transport statisticsexternal source	Catalog only	Public	Official publication page and linked monthly, quarterly, and annual report files	Free public	Monthly / quarterly / annual publications	Official Thai aviation passenger, flight, cargo, mail, and aircraft-movement statistics reports. Useful for airport and industry trend pages, not live flight operations.
CAAT aircraft noise standardsexternal source	Catalog only	Public	Official guidance page and linked regulation or PDF materials	Free public	On legal or guidance update	Civil Aviation Authority of Thailand aircraft-noise certificate guidance linked to ICAO Annex 16 and Thai aircraft environmental-protection standards such as TCAR AIR Part 34.
CAAT aircraft registerexternal source	Catalog only	Free registration	Official publication page and linked aircraft-register PDF files	Free public	Weekly or monthly	Thailand aircraft register publication with certificate-of-registration status, registration mark, manufacturer, model, serial number, and operator fields. Useful for Thai-registered aircraft identity, not live operations.
CAAT airport slot coordinationexternal source	Catalog only	Restricted	Official slot-allocation notices, coordination parameters, NAC charts, and guidance pages	Free public	Seasonal / on coordination update	Airport slot-allocation rules, coordination guidance, Level 2 and Level 3 airport context, seasonal notices, and NAC charts for Thai airports. Useful for slot and capacity intelligence, not public airline-by-airline live slot holdings.
CAAT AOC holdersexternal source	Catalog only	Public	Official certificate-status page and linked operator tables	Free public	Weekly or monthly	Air Operator Certificate holders of Thailand with AOC number, operator identity, certificate status, and issue/amendment context. Use for airline and operator legality, not schedules or sales availability.
CAAT daily airport air transport statisticsexternal source	Catalog only	Public	Official dashboard/publication page	Free public	Daily preliminary updates	Daily airport passenger and movement statistics by airport in Thailand. CAAT notes the data comes from AOT, Department of Airports, U-Tapao, and Bangkok Airways and is preliminary while airlines and AOT verify it.
CarTrawler Connect Platform APIexternal source	Catalog only	Commercial	Partner API platform and commercial integration documentation	Partner/commercial access required	On request for inventory and booking; platform details change on product revision	CarTrawler Connect Platform powers car-rental solutions for travel brands through partner API integrations. Use as a B2B rental and mobility feed where explicit commercial access exists.
Cirium FlightStats APIexternal source	Catalog only	Commercial	Commercial API and stream product pages	Evaluation/commercial access; credentials and contract required	Operational / near real time for status; daily for schedules and archives	Cirium Sky / FlightStats aviation APIs for flight status, schedules, tracking, alerts, weather, NOTAM, and related aviation datasets. Strong enterprise layer for flight intelligence, not a free public source.
Department of Airports data catalogexternal source	Catalog only	Public	Agency CKAN-style catalog, dataset pages, and API metadata	Free public where resources are open	Varies by dataset	Department of Airports open-data discovery layer and catalog API metadata for airport datasets, administrative data, and published resources.
Department of Airports flight infoexternal source	Catalog only	Public	Public flight-information web boards for DOA airports	Free public	Operational / near real time	Thai Flight Information boards for Department of Airports-managed airports. Useful public arrivals/departures surface, but no general documented bulk flight API was verified.
Department of Highways Data Catalogexternal source	Catalog only	Public	CKAN/downloads where exposed	Free public where open	Varies	Highway and road datasets.
Department of Land Transport Data Catalogexternal source	Catalog only	Public	CSV/API/downloads	Free public where open	Monthly / periodic	Registered vehicles, licenses, and transport operator permit statistics.
Department of Rural Roads road and bridge web servicesexternal source	Catalog only	Public	MOT Data Catalog filtered web-service datasets with JSON resources for rural-road and bridge-network layers	Free public catalog access where resources remain published	Near real time according to catalog metadata for some web services; verify each resource before operational use	Official DRR road and bridge network context for rural route support, bridge locations, route codes, physical attributes, and coordinates. Useful for Pai, Kanchanaburi, rural loops, and non-highway route confidence, but not live traffic, closure, or incident truth.
DLT 1584 public-transport complaintsexternal source	Decision driving	Public	DLT/data.go.th datasets, XLS/PDF historical files, annual reports, and complaint-channel web surfaces	Free public historical data and public complaint channels	Annual / historical datasets with ongoing complaint-channel operations	Complaint statistics from the DLT passenger-protection center hotline 1584, including complaint issue types, vehicle classes, and public complaint channels. Use for safety and service-quality trend analysis, not personal complaint details.
DLT driver license statisticsexternal source	Catalog only	Public	data.go.th dataset page with API, CSV, and DLT statistics metadata where exposed	Free public/open data where resources are exposed	Monthly according to catalog metadata	Valid driving-license and vehicle-crew-license statistics by license type and related demographic fields. Useful for driver-license supply and foreign-driver context, not individual renter verification.
DLT GPS passenger and complaint appexternal source	Decision driving	Public, automation terms unclear	Official public mobile-app page and GPS management-center web surfaces	Free public app and web access; bulk automation terms are unclear	Operational / frequent	Passenger-facing DLT GPS application for locating DLT-registered public vehicles, filing complaints, and searching passenger stations. Useful as evidence of regulated GPS-linked taxi oversight, not a verified public bulk API.
DLT ride-hailing certification and public guidanceexternal source	Catalog only	Public	Official government guidance page and DLT-linked public notices	Free public	On regulatory change / monthly validation	Public guidance on legally certified ride-hailing applications, driver and vehicle requirements, complaint channels, and passenger-safety expectations. Certification status can change, so store source URL, source date, and verification date rather than hardcoding app lists.
DLT Taxi OK / Taxi VIP projectexternal source	Decision driving	Public, automation terms unclear	Official public project page, downloadable DLT notices, and GPS management-center web surfaces	Free public project page and downloadable notices; bulk automation terms are unclear	On regulatory or project-page change	Public DLT TAXI OK / TAXI VIP project page with downloadable rules for taxi communication centers, driver history, trip recorders, safety equipment, registration, and fare-standard context. Useful for regulated taxi-oversight support, not live dispatch or a public bulk vehicle API.
DLT vehicle registration statisticsexternal source	Catalog only	Public	data.go.th dataset page with CSV/API-style resources and DLT statistics backlinks	Free public/open data where resources are exposed	Monthly according to catalog metadata	Official counts of registered vehicles by type and related characteristics. Useful for rental-market sizing, EV/LPG/NGV context, and macro supply trends, not branch-level rental stock or live availability.
DOH Highway Trafficexternal source	Decision driving	Public	Official public traffic web surface, CCTV pages, travel-time context, and map overlays	Free public website; verify automation terms before heavy runtime scraping	Operational / near realtime on the public surface	Department of Highways traffic surface for CCTV, travel-time, congestion-color, speed-flow, and roadside-facility context. Useful for road-friction and route-risk support, but do not imply a clean public nationwide machine-readable realtime API until a stable endpoint is verified.
Drivehub Thailand car rental marketplaceexternal source	Catalog only	Public	Public marketplace site and app; no documented open bulk API was verified	Free public discovery; live inventory access requires the platform or partnership	Daily or weekly for public pages; live search only via authorized platform access	Thailand car-rental marketplace for self-drive, SUVs, vans, and with-driver services with public price and benefit messaging. Use for supplier and product discovery, not open bulk inventory ingestion.
Drivemate Thailand car rental and car sharingexternal source	Catalog only	Restricted	Public app listing and consumer marketplace/app surfaces; no documented open bulk API was verified	Free public discovery; live inventory access requires the platform or partnership	Daily or weekly for public marketplace context; live search only via authorized platform access	Thailand car-rental and car-sharing marketplace with private-owner cars, local rental companies, global brands, airport coverage, and self-drive or with-driver options. Use for marketplace discovery and service-type context, not open bulk inventory ingestion.
Duffel Flights APIexternal source	Catalog only	Commercial	Developer documentation for flight search, booking, seats, baggage, ancillaries, and order management	Developer/commercial access; account and credentials required	On request for shopping, booking, and servicing	Modern airline-retail API for flight offers, booking, ancillaries, seat selection, and order management across participating airlines and NDC content.
EXAT Data Catalogexternal source	Decision driving	Public	Catalog resources, CSV, XLS, geospatial files, and linked agency datasets where exposed	Free public where resources are open	Varies by expressway, toll, accident, and traffic-volume dataset	Expressway Authority of Thailand catalog layer for expressway network, toll plazas, accident statistics, traffic volumes, breakdown or service-point context, and related transport metadata. Treat as official catalog and route-friction evidence unless a stable realtime public feed is verified.
EXAT Traffic Surfaceexternal source	Decision driving	Public	Official public app and map surface; machine-readable endpoints not yet verified	Free public app access	Operational / near realtime on the public surface	Expressway Authority traffic and CCTV surface for Bangkok expressway congestion, incidents, toll-road context, and service-point support. Treat as public traffic evidence and health-check surface until a stable public endpoint is documented.
Expedia Rapid Car APIexternal source	Catalog only	Commercial	Partner API documentation for availability, details, payments, booking, retrieval, and cancellation	Partner authorization required; beta and commercial terms apply	On request for quotes and availability; static docs on product change	End-to-end car-rental booking API powered by Expedia Group inventory with pickup/dropoff locations, vehicle details, pricing, extras, payment, booking, and cancellation. Use only through partner access.
Ferry operator commercial contextexternal source	Catalog only	Commercial	Commercial booking/search pages and operator schedule context; API or bulk access requires partnership or explicit permission	Public consumer site plus commercial/partner integrations	On request / timetable and availability change frequently	Commercial ferry and boat-transfer context for operator discovery, route families, booking windows, last-boat risk, and cancellation-policy patterns across Thai island and coastal transfers. Useful for traveler booking reality, not an official national ferry timetable feed.
FlightAware AeroAPIexternal source	Catalog only	Commercial	Commercial query API and developer portal	Commercial usage-based API; credentials required	Operational / near real time	Flight status, tracking, airport boards, historical flights, and alerting from FlightAware. Strong live-flight and airport-status layer, but commercial and usage-metered.
Flightradar24 APIexternal source	Catalog only	Commercial	Commercial REST API documentation and subscription product	Sandbox/testing available; production access is commercial	Operational / near real time	Real-time aircraft positions, flight summaries, airport and airline metadata, and historical tracks through Flightradar24's commercial API.
Google Places Thailand taxi POIsexternal source	Catalog only	Commercial	Places API search, nearby search, place details, and place types such as taxi_stand with commercial terms	Paid/commercial API; account billing and field-mask pricing apply	On demand; weekly for key taxi-stand or operator enrichment	Commercial POI layer for taxi stands, operator offices, airport pickup points, opening hours, contact data, reviews, and map links. It is not a legal registry or ride-dispatch feed.
Google Places Thailand vehicle rental POIsexternal source	Catalog only	Commercial	Places API search, nearby search, place details, hours, ratings, photos, and business-status fields with commercial terms	Paid/commercial API; account billing and field-mask pricing apply	On demand; weekly for key airport and city branches	Commercial POI layer for rental offices, motorcycle-rental shops, airport counters, business status, hours, phone numbers, reviews, and coordinates. It is not a legal company registry or live rental inventory API.
Grab Thailand transport and ride typesexternal source	Catalog only	Public	Official public consumer transport page	Free public	On product or market update	Consumer-facing transport page for ride types such as taxi, car, van, and motorcycle services in Thailand. Useful for product naming and user-visible service categories, not live dispatch or public API use.
IATA ONE Recordexternal source	Catalog only	Public	Public standard documentation, API/data-model references, and implementation resources	Open standard; actual shipment-data exchanges require participating systems and agreements	On standards release / implementation change	Air-cargo data-sharing standard with common data model and standardized secured web API concepts. Useful for cargo schema design, not a public feed of Thai cargo shipments.
Longdo Place API Thailand taxi POIsexternal source	Catalog only	Commercial	Longdo Place API for Thai-local place search, details, reverse geocoding, phone, website, and category data	Developer/commercial API; plan and quota depend on Longdo account	On demand; weekly/monthly cache refresh for key taxi POIs	Thailand-local POI/search layer useful for taxi stands, operator offices, Thai-language place names, address normalization, and nearby search. Use as licensed enrichment alongside OSM, Google, and airport/operator pages.
Longdo Place API Thailand vehicle rental POIsexternal source	Catalog only	Commercial	Longdo Place API and related map/place search services for Thai-local search, details, reverse geocoding, phone, website, and category data	Developer/commercial API; plan, key, and quota depend on Longdo account	On demand; weekly or monthly cache refresh for key rental branches	Thailand-local POI and search layer useful for rental offices, Thai-language branch names, airport vicinity search, and address normalization. Use as licensed enrichment alongside OSM, Google, and airport/operator pages.
Marine Department Berth Statusexternal source	Decision driving	Public	Official public berth-status and ship-visit surface	Free public web access	Operational / event-driven on the public surface	Marine Department Single Window berth-status surface exposing public port selectors and visible ship-visit rows such as arrival or departure indicators, ETB times, and vessel names. Useful as berth and movement evidence for coastal and ferry-sensitive planning, not as ferry schedule, seat, or ticket truth.
Marine Department piersexternal source	Decision driving	Public	Official public Marine Department dataset plus site pages; berth registry JSON/CSV is publicly reachable	Free public dataset and website	Weekly or monthly for berth metadata; operational notices as published	Marine Department berth, pier, port, terminal, navigation, and service-information context for Thai river, gulf, coastal, and border-water piers. The public berth registry is useful for official passenger-pier support, berth depth, berth length, and route-family context. It is not a verified national realtime ferry schedule, closure, queue, or seat-inventory API.
Ministry of Transport Data Catalogexternal source	Health checked	Public	API, CSV, XLS, SHP, WMS, WFS	Free public where resources are open	Varies	High-value catalog for roads, rail, public transport, and transport geodata.
Mobility Database transit feed catalogexternal source	Catalog only	Public	GTFS/GTFS-Realtime/GBFS feed catalog	Free public catalog; check current API terms	Catalog updates as feeds are discovered and monitored	Global transit-feed discovery layer useful for validating whether Thailand GTFS or GTFS-Realtime feeds are publicly cataloged.
MOT passenger bus terminals datasetexternal source	Decision driving	Public	MOT catalog resource, CSV/XLSX/Data API where exposed	Free public where MOT resource is open	When updated; verify weekly or monthly	Official passenger bus terminal master with Thai/English names, owner, province, district, subdistrict, location text, and coordinates. Validate X/Y coordinate labels before storing.
MOT road accident datasetsexternal source	Catalog only	Public	MOT catalog dataset with CSV/XLSX-style resources and metadata where exposed	Free public/open data where resources are exposed	When updated; verify monthly or on release change	Road-accident datasets on Ministry of Transport road networks for safety and destination-risk context. Useful for explaining why some rental routes deserve stronger caution.
MRT / MRTA metro maps and service pagesexternal source	Decision driving	Public	Official public MRT route, station, and service-information pages	Free public website	Static pages with service updates as published	Mass Rapid Transit Authority public route maps, station listings, interchange notes, and service context for MRT lines in Bangkok and nearby provinces. Useful for public rail planning and station-level accommodation access, not a verified public bulk realtime feed.
Namtang / OTP transport ecosystemexternal source	Catalog only	Public	Public app/API unclear	Free public where exposed	Operational	Bus tracking, stops, stations, and transport-planning data where publicly released.
Namtang GTFSexternal source	Decision driving	Public	GTFS ZIP download and related static transit resources	Free public; attribution required where license applies	Static feed; monitor every 6-24 hours	Best open Thailand multimodal public-transport spine for agencies, routes, stops, trips, stop_times, shapes, frequencies, fares, and some interchange logic across bus and rail systems. No public GTFS-Realtime endpoint was verified.
Namtang stops, stations, piers, and park-and-ride downloadsexternal source	Catalog only	Public	Compressed text downloads and GTFS-related static data	Free public where exposed by OTP/Namtang	Daily or weekly static refresh	Static stop, station, pier, connected-mode, and park-and-ride context; pair with GTFS stops and OSM for station pages.
NOSTRA Map API Thailand taxi POIsexternal source	Catalog only	Commercial	NOSTRA Map developer platform APIs for POI search, geocoding, routing, and Thai location services	Commercial/developer access; account and API key required	On demand for search/routing; weekly/monthly cache refresh subject to license	Commercial Thai location platform for taxi stands, operator offices, airport pickup points, routing, and nearby place enrichment. Treat as licensed POI and routing enrichment, not a legal taxi or dispatch API.
NOSTRA Map API Thailand vehicle rental POIsexternal source	Catalog only	Commercial	NOSTRA Map developer platform APIs for POI search, geocoding, routing, and Thai location services	Commercial/developer access; account and API key required	On demand for search/routing; weekly or monthly cache refresh subject to license	Commercial Thai location platform for rental branches, airport counters, routing, and nearby place enrichment. Treat as licensed POI enrichment, not a legal company or live inventory feed.
OAG Flight Info APIexternal source	Catalog only	Commercial	Commercial REST API and alerts documentation	Commercial or trial access; credentials and contract required	Operational / near real time for status; daily or weekly for schedules	Real-time flight status, airline schedules up to two years ahead, connections, and alerting through OAG aviation APIs. Strong commercial layer for schedules and status, not a free public feed.
Open DBD vehicle-rental and leasing companiesexternal source	Catalog only	Restricted	DBD DataWarehouse+, public company-search/download surfaces, and API-style resources where exposed	Free public where published; some DBD/GDX APIs can be restricted	Monthly or periodic; weekly discovery for new registrations	Juristic-person registration numbers, Thai and English company names, registration dates, registered capital, business-objective fields, head-office address, and business status for vehicle-rental and leasing operators. Good for legal company identity and discovery, not branch locations or live fleet inventory.
OpenSky Network APIexternal source	Catalog only	Public	Public ADS-B state-vector and track API	Free public for research/non-commercial usage within project limits	Operational / near real time	ADS-B state vectors, tracks, and aircraft movement data for research and non-commercial use. OpenSky explicitly does not provide commercial schedule or delay data beyond what can be derived from ADS-B.
OpenStreetMap Thailand bus stops and route relationsexternal source	Catalog only	Public	OSM/Overpass API and OSM extracts	Free open data under ODbL attribution/share-alike terms	Daily or weekly; minutely diffs possible	Crowdsourced highway=bus_stop, amenity=bus_station, public_transport platforms/stations, route=bus relations, route_master=bus, operator, network, ref, and stop facility hints.
OpenStreetMap Thailand taxi standsexternal source	Catalog only	Public	OSM extracts and Overpass API using amenity=taxi, opening_hours, name, operator, and vehicle tags	Free open data under ODbL attribution/share-alike terms	Weekly nationally; daily/weekly for Bangkok and airports	Best free geospatial layer for taxi ranks, pickup points, and some motorcycle-taxi stands where tagged. Coverage is incomplete and informal stands often need manual validation.
OpenStreetMap Thailand vehicle rental POIsexternal source	Catalog only	Public	OSM extracts and Overpass API using amenity=car_rental, amenity=motorcycle_rental, bicycle_rental, and shop=rental tags	Free open data under ODbL attribution/share-alike terms	Weekly nationally; daily or weekly for airport and tourist areas	Best free geospatial layer for car-rental offices, motorcycle-rental shops, mixed rental stores, names, operator tags, opening_hours, contact data, and address enrichment. Coverage is incomplete and needs validation.
OSM Thailand piersexternal source	Catalog only	Public	OpenStreetMap Overpass API and ODbL geospatial data	Free open data under ODbL attribution/share-alike terms	Current community-edited data; daily or weekly refresh is typical	Free pier and ferry map layer for amenity=ferry_terminal, man_made=pier, route=ferry, landings, and nearby boat-access context. Useful for coordinates, nearby transfers, and fallback mapping, not official route confirmation.
OTP taxi GPS trip analyticsexternal source	Decision driving	Public	MOT/OTP catalog resources in CSV/XLSX/PDF and API-backed catalog metadata where exposed	Free public/open data where OTP resources are published	Monthly	Aggregate taxi passenger-trip analytics derived from DLT/OTP GPS data, including monthly average taxis, daily average trips, pickup trips, average trip distance, average speed, total distance, and total time. Good for mobility and demand analysis, not live taxi positions or raw trips.
OTP top taxi pickup and dropoff areasexternal source	Decision driving	Public	MOT/OTP catalog resources in CSV/XLSX/PDF and API-backed catalog metadata where exposed	Free public/open data where OTP resources are published	Monthly	Top pickup and dropoff area analytics from taxi GPS data with weekday/weekend splits and area labels such as subdistrict, district, and province. Useful for demand heatmaps and taxi-area ranking, not live dispatch.
OurAirportsexternal source	Catalog only	Public	Open CSV data dumps and reference documentation	Free public/open data	Daily or weekly	Open airport, runway, navaid, and country reference datasets with ICAO/IATA codes, coordinates, elevation, municipality, and link fields. Useful as an open master-data backup, not an official Thai regulator source.
Port Authority of Thailand Data Catalogexternal source	Catalog only	Public	CKAN-style PAT Data Catalog with CSV/XLS/RDF/JPEG resources for port statistics, organization data, and official port datasets	Free public catalog access where resources remain published	Monthly / quarterly / annual depending dataset	Official Port Authority catalog layer for Bangkok Port, Laem Chabang, and other PAT-managed port statistics and reference datasets. Useful for major-port identity, cargo, and logistics context; low direct traveler value and not an island-ferry schedule, ticket, or berth-queue feed.
Port Authority Thailandexternal source	Catalog only	Public	Official public website, port profiles, contact pages, and annual-report resources	Free public website	Quarterly or annual for reports; operational notices as published	Port Authority of Thailand context for Bangkok Port, Laem Chabang, Chiang Saen, Chiang Khong, Ranong, and related port operations. Useful for major-port identity and shipping context, not a public island-ferry timetable feed.
PRS Open Data police road accidentsexternal source	Catalog only	Restricted	Official public summary dashboard; broader operational data is internal or partner-facing	Free public summary access	Operational / frequent for public summaries	Police Road Safety system summary surface used by the Royal Thai Police for road-accident analysis, risk points, and enforcement planning. Useful as a police road-safety layer, not a full open dispatch or case-level feed.
Sabre Cars vehicle availability APIexternal source	Catalog only	Commercial	Commercial API documentation for vehicle availability, rates, location details, schedules, extras, and booking-related payloads	Commercial partner access required	On request for availability and rates; docs change on product revision	Sabre car-rental availability and rate payloads, including vendor, location, opening-times, mileage, charges, extras, and availability-status fields. Use for partner-authorized search and booking flows.
Sabre Flight APIsexternal source	Catalog only	Commercial	Developer documentation for flight search, refresh/revalidate, offers, orders, and related servicing APIs	Commercial/agency credentials required	On request for shopping, booking, and servicing	Sabre flight-search and offer/order API layer for fare search, itinerary validation, booking, and servicing in agency or partner contexts.
Skyscanner Car Hire Live Prices APIexternal source	Catalog only	Commercial	Developer API documentation for live car-hire search and quote retrieval	Developer/commercial access and API key required	On request for live quotes; docs change on product revision	Live car-hire quote search from current day to one year ahead, using pickup and optional dropoff locations, driver age, market, locale, and currency. Use for authorized live price search, not static branch truth.
Skyscanner Flights Live Prices APIexternal source	Catalog only	Commercial	Developer documentation for live flight-price search and itinerary retrieval	Partner/developer access required; commercial terms apply	On request for shopping and refresh	Live flight-price search and itinerary retrieval from Skyscanner partner inventory. Useful for current price discovery, but prices are perishable and not an official schedule or airport source.
SRT timetable dataexternal source	Decision driving	Public	Official public timetable, route, trip, and service pages	Free public website and timetable pages	Operational timetable updates and service notices	State Railway of Thailand schedule and route pages for intercity and excursion trains, station pairs, departure and arrival times, and service notices. Useful for public train timing context, but no clean national realtime bulk timetable API was verified.
THAI Cargo e-servicesexternal source	Catalog only	Public	Public cargo portal and e-service surfaces; deeper workflows require account or shipment context	Free public portal; booking, shipment, and account actions depend on user context	On demand / event-driven for shipment or schedule queries; static docs on operational change	THAI Cargo schedule search, e-booking, storage-charge, e-import, claim, and shipment-service surfaces. Useful for cargo service and shipment workflow context, but no open public bulk cargo API was verified.
Thai Smile Bus route pagesexternal source	Catalog only	Public	Public route pages/app; realtime app data not documented as public API	Free public website and app view	Static crawl daily or weekly; realtime only through permission/partnership	Thai Smile Bus route IDs, stop/landmark lists, electric-bus network context, and app-visible ETA/vehicle data where available to users.
Thai Smile Group branch and depot locatorexternal source	Decision driving	Public	Public site locator JSON endpoint	Free public website view	Static or operational page updates; verify daily or weekly	Public Thai Smile Group branch, office, depot, and service-location context from the site locator. Useful for Bangkok urban bus operator footprint and support coverage. This is location/support context, not realtime vehicle, ETA, or outage truth.
ThaiRSC road accident centerexternal source	Decision driving	Public	Public dashboard and related public resources	Free public view	Operational / frequent	Road Safety Collaboration dashboard for road-accident injury and death context. Useful as a road-risk layer for vehicle-rental guidance, especially motorcycles and long drives.
Transitland Namtang GTFS archiveexternal source	Catalog only	Public	Transit feed catalog/API and GTFS archive	Free public catalog; check current API terms for production	Daily feed monitoring	Normalized catalog and historical monitoring layer for the Namtang GTFS feed, operators, routes, stops, and feed versions.
Transport Co. / BKS station and ticket-point locationsexternal source	Decision driving	Public	MOT catalog resource, CSV/XLSX where exposed	Free public where MOT/BKS resource is open	Static or one-time; verify monthly or quarterly	Official Transport Co. / BKS station, office, stop, ticket counter, and facility location data for intercity bus station pages.
Transport Co. / BKS timetable resourcesexternal source	Decision driving	Restricted	Public booking/search HTML surface and internal selector JSON	Free public for human lookup; use low-frequency automation and do not treat it as booking inventory	Operational search surface; validate daily or on route updates	Official intercity-bus booking/search surface used for destination-selector and route-search support. Useful for proving official route-search presence and overland direction context, but brittle for detailed daily departures unless a stable documented endpoint is available.
ViaBus realtime transit app surfaceexternal source	Catalog only	Public	Free public app surface; no documented open bulk API verified	Free public app view; programmatic use requires permission or partnership	Realtime in app; do not ingest without documented access	Rich Thailand realtime vehicle, ETA, route, canceled-stop, road-closure, and multimodal transit context. Use as a partnership target, not an open-data feed.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
BMA canal water qualityexternal source	Catalog only	Public	Bangkok open-data dataset with WQI records and related Chao Phraya/canal monitoring context	Free public open-data portal access	Historical / annual or on dataset refresh, with some related city sensor pages updated more frequently	Bangkok canal and Chao Phraya urban water-quality layer for WQI, BOD, dissolved oxygen, ammonia, and station context. It is useful for city trend pages but not a universal realtime swim-safety feed.
Department of Groundwater Resources wellsexternal source	Catalog only	Public	Smart Pasutara well portal and Open API endpoint for nationwide groundwater-well search	Free public portal and open API	Monthly / on registry update for well master data	Best public groundwater-well spine for consumption and agriculture wells, with related DGR quality datasets used separately for slower lab results. Historical quality does not equal present drinking safety.
DIW water pollution monitoringexternal source	Catalog only	Restricted	Online pollution monitoring system surface for industrial air and water pollution monitoring	System exists publicly on the web, but practical facility-level access is role-gated and not a public bulk feed	Operational / near real time where authorized	Factory monitoring layer for parameters such as BOD, COD, flow, and related compliance signals in industrial contexts. Treat it as regulated operational infrastructure, not open national water-quality data.
DMCR marine water qualityexternal source	Catalog only	Public	DMCR public knowledge-base publication and monitoring context for marine water-quality status	Free public publication access	Annual / periodic publication updates	Department of Marine and Coastal Resources publication layer for coastal and marine water-quality monitoring and explanatory context. Useful as a coastal-research and monitoring complement to PCD, not as a national realtime API.
Hydro-Informatics Instituteexternal source	Catalog only	Public	Public website and Thaiwater services	Free public where open	Varies	Institutional source behind national hydroinformatics data.
IOC Sea Level Station Monitoringexternal source	Catalog only	Public	Real-time feed	Free public	Minute data / frequent updates	High-frequency sea-level data useful for coastal monitoring.
MRC Mekong water qualityexternal source	Catalog only	Public	Official monitoring programme pages, reports, and linked data or download surfaces	Public programme information and downloads; some portal features can require account or project access	Monthly monitoring plus periodic reports	Best transboundary Mekong water-quality context for monthly monitoring, nutrients, solids, oxygen, and incident follow-up. Keep basin-scale monitoring separate from local Thai drinking-water claims.
MWA online tap-water qualityexternal source	Catalog only	Public	Public online tap-water monitoring dashboard and related MWA open-data surfaces	Free public web access	Operational / near real time	Bangkok-metropolitan tap-water monitoring with residual chlorine, turbidity, conductivity, pH, chloride, and salinity across online stations. Strong for distribution quality within the MWA service area, not national tap-water coverage.
MWA raw-water salinityexternal source	Catalog only	Public	Public raw-water remote monitoring dashboard for salinity, conductivity, pH, dissolved oxygen, TDS, and related intake surveillance	Free public web access	Operational / near real time	Best public MWA layer for Chao Phraya raw-water salinity intrusion and intake-quality monitoring. Raw-water intake quality is not the same thing as finished tap-water quality.
PCD automatic water quality stationsexternal source	Catalog only	Public	Government Data Catalog dataset page with automatic-station resources and linked PCD catalog entry	Free public catalog and downloadable resources under listed terms	Half-hourly observations at station level where resources remain current; catalog metadata on update	Representative automatic-station layer for rivers such as Tha Chin, with parameters like temperature, pH, dissolved oxygen, and conductivity. Treat station coverage as partial, not nationwide realtime truth.
PCD effluent pollution controlexternal source	Catalog only	Public	Public download center and guidance for pollution inspection and wastewater-treatment control workflows	Free public downloads; deeper EPC workflows are role-based	On document, training, or regulatory update	Public-facing slice of PCD wastewater and effluent-control operations, useful for facility guidance, inspection context, and wastewater-treatment standards. It does not expose a comprehensive public realtime industrial effluent feed.
PCD marine water qualityexternal source	Catalog only	Public	PCD marine/coastal water-quality pages, MWQI summaries, and linked statistics/publications	Free public web access	Monthly / quarterly / annual depending survey cycle	Primary official marine/coastal quality layer for Thailand MWQI and sampling-round context. Good for coastal status and pollution hotspots, not for same-day beach bacteria guarantees.
Pollution Control Department water qualityexternal source	Catalog only	Public	PCD water-quality pages, publications, and linked national datasets for surface-water monitoring and WQI	Free public web and catalog access	Monthly / quarterly / annual depending dataset	Primary official source for Thailand surface-water quality, WQI, and public water-quality service guidance. Use it for national river and lake status, not as a universal realtime API.
Provincial Waterworks water qualityexternal source	Catalog only	Public	Public Water Quality Map and Water Monitor Station dashboards linked from the PWA site map	Free public dashboard access; bulk API not clearly verified	Operational / daily depending station and branch	Provincial tap-water and raw-water monitoring layer outside the MWA service area. Treat it as public dashboard truth unless a documented bulk API is granted.
PSMSLexternal source	Catalog only	Public	Batch time series	Free public	Periodic	Monthly and annual mean sea-level datasets including Thai stations.
Royal Irrigation Departmentexternal source	Catalog only	Public	Dashboards, reports, API surfaces where exposed	Free public where open	Daily / operational	Reservoir, dam, irrigation, and water-management data.
Royal Thai Navy Hydrographic Departmentexternal source	Catalog only	Public	PDF/batch tables	Free public where posted	Periodic	Thai tide tables and hydrographic publications.
Thaiwater / National Hydroinformatics Data Centerexternal source	Catalog only	Public	API, dashboards, CSV/ZIP where exposed	Free public where open	Hourly / daily depending on dataset	Integrated rainfall, water level, temperature, flood, and hydrology data.
Thaiwater WaterQuality APIexternal source	Decision driving	Public	Thaiwater water-quality page and related multi-agency observation services where station queries are exposed	Free public web access; API contract visibility can be uneven	Near real time / 10-30 minutes depending station and agency	Best public multi-agency water-observation spine for latest station snapshots, timestamps, basin filters, and parameter values such as pH, dissolved oxygen, conductivity, turbidity, temperature, and salinity. Keep it separate from WQI batch publications.

Source	Runtime role	Access class	Access	Free status	Cadence	Notes
Air4Thai / Pollution Control Departmentexternal source	Decision driving	Public	JSON/XML/API-style feeds and dashboards	Free public	Hourly / daily	Thailand PM2.5, PM10, AQI, and air-quality station data.
AirBKKexternal source	Health checked	Public	Official public dashboard and backend surface; confirm public data endpoints before production ingestion	Free public dashboard	Hourly / near realtime on the public station surface	Bangkok-specific air-quality dashboard with district and station context for PM2.5 and related urban monitoring. Useful as Bangkok confidence enrichment on top of national AQ sources, but do not imply a stable public bulk API until a public endpoint is verified.
ASMC regional haze and hotspot portalexternal source	Catalog only	Public	Public ASEAN haze GIS portal, hotspot information pages, satellite overlays, haze maps, and WIS 2.0 pilot catalog context	Free public web access; API access for some WIS 2.0 datasets is marked as emerging or coming soon	Daily to near real time depending satellite, map, and forecast layer	Regional haze and hotspot context for burning-season pages, cross-border smoke interpretation, satellite fire detections, rainfall, wind, and haze-map overlays. Hotspots are possible active fires and can be missed or falsely detected; use as regional context, not station-level PM2.5 proof.
Copernicus Climate Data Store / ERA5external source	Catalog only	Free registration	API, NetCDF, GRIB	Free registration	Regular	Global climate/reanalysis data filterable to Thailand.
DDPM disaster data catalogexternal source	Catalog only	Public	Official DDPM data catalog and linked CKAN-style dataset resources	Free public where datasets are published	5-30 minutes during active warning use cases; otherwise daily to monthly depending dataset	Department of Disaster Prevention and Mitigation public data-catalog layer for disaster data, warning data, assistance data, resources, and broader disaster-management datasets.
DIW factory noise measurementexternal source	Catalog only	Public	Official PDF regulation and measurement-method document	Free public	On legal or standards change	Department of Industrial Works factory-noise measurement method and compliance formula for 24-hour average sound level, background noise, disturbance noise, and maximum sound level from factory operations.
GDACSexternal source	Decision driving	Public	RSS/feed	Free public	Every few minutes / event-driven	Global disaster alerts filterable for Thailand and region.
GISTDA disaster fireexternal source	Catalog only	Public	Public disaster platform dashboard and geospatial fire layers	Free public	Near real time to hourly depending hotspot and burned-area layer	GISTDA fire and disaster platform for hotspot, fire, burned-area, and related geospatial context. Useful for wildfire and public-safety risk overlays, not for live fire-engine dispatch.
GISTDA Disaster Platformexternal source	Catalog only	Public	API, WMS, geospatial layers	Free public where open	Near real time to daily	Flood, fire, drought, PM2.5, rainfall forecasts, flood imagery, and disaster geospatial layers.
NASA FIRMSexternal source	Catalog only	Free registration	API, CSV, WMS	Free public; API key may be required	Near real time	MODIS/VIIRS fire and thermal anomaly data filterable to Thailand.
NOAA Aviation Weather APIexternal source	Decision driving	Public	Public API, OpenAPI spec, and cache-file downloads for machine-to-machine aviation weather access	Free public	Minute to hourly depending product	Global aviation weather API for METAR, TAF, SIGMET, station info, and recent archives. Useful as a machine-readable backup or cross-check for Thai airport weather.
NOAA IBTrACSexternal source	Catalog only	Public	CSV/NetCDF	Free public	Periodic	Global tropical-cyclone best-track dataset for storm history/risk.
OpenAQ Thailandexternal source	Catalog only	Public	REST API	Free public	Near real time where stations report	Global air-quality API filterable to Thailand.
PCD ECAP noise complaintsexternal source	Catalog only	Public	Official public complaint portal; no full open case database verified	Free public	Current intake with public portal counters and routing information	Pollution complaint intake and routing for loud noise, vibration, construction, restaurants, entertainment venues, factories, and other nuisance-noise cases.
PCD noise monitor CSVexternal source	Catalog only	Public	CKAN dataset with CSV download resources	Free public	Daily to yearly publication depending resource release	Historical daily average Leq data from Pollution Control Department noise-monitoring stations, typically published as yearly CSV files for nationwide station records.
PCD Noise4Thaiexternal source	Decision driving	Public	Public monitoring dashboard and station pages; no documented bulk public JSON API verified	Free public	Current station snapshots with hourly and daily context where stations report	Official Pollution Control Department ambient-noise monitoring surface with station codes, area type, update time, Leq 24hr, hourly Leq, Lmin, Lmax, and station detail views. Daily station data is presented as preliminary monitoring data.
Thai Meteorological Departmentexternal source	Decision driving	Public	Website, RSS, API surfaces where available	Free public; some APIs may require token	Forecasts and warnings update frequently	Weather observations, forecasts, warnings, earthquakes, and weather-radar resources.
TMD Aerometexternal source	Catalog only	Public	Official aviation meteorology portal and airport weather pages	Free public web access	Operational; METAR every 30-60 minutes, TAF every 1-6 hours, warnings on issuance	Thai aviation meteorology portal for airport weather, METAR, TAF, and aviation-warning context. Best official local weather layer for Thai airports, though public API documentation is unclear.
TMD earthquake informationexternal source	Catalog only	Public	Website/RSS/API-style feeds	Free public	Event-driven	Thailand and regional earthquake reports.
TMD Shipping Forecastexternal source	Decision driving	Public	Public webpage	Free public	Operational / on marine-forecast update	Public Gulf of Thailand and Andaman / Malacca shipping forecast text for wind, wave, thunder, and heavy-rain marine context. Use as sea-state burden and ferry-risk evidence, not operator closure, ticket, or seat truth.
TMD weather data servicesexternal source	Catalog only	Public	API/data service	Free public or free token depending on endpoint	Frequent	Machine-readable TMD data entry point.
USGS Earthquake APIexternal source	Decision driving	Public	GeoJSON/API	Free public	Near real time	Earthquake events filterable by Thailand bounding box.
WAQI / AQICN Thailandexternal source	Catalog only	Free registration	API	Free registration/token	Near real time	Air-quality station feeds including Bangkok and Thailand stations.

Thailand data atlas.

Graph Engine v1.

API clusters.

Access classes.

Runtime roles.

Filter the atlas.

Source domains.

Catalogs and discovery

Cities and civic

Energy and agriculture

Fuel, gas stations, and energy prices

Geospatial and satellite

Humanitarian and international baselines

Justice and legal access

Labour, health, and education

Land and property

Law, politics, and civic

Museums and learning sites

News and government information

Precious metals, gems, and jewelry

Religion, culture, and heritage

Restaurants, nightlife, and wellness

Statistics, economy, and finance

Stores, retail, and shopping

Tourism and travel

Transport

Water and hydrology

Weather, environment, and disasters