We extract attraction details, event calendars, SHA-certified accommodation listings, and regional itineraries from tourismthailand.org. Delivered as clean JSON, CSV, or Parquet to S3 or BigQuery on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Attractions objects from tourismthailand.org. All fields typed and schema-versioned.
"attraction_id": "TAT-A-9012", "name": "Wat Arun Ratchawararam", "province": "Bangkok", "category": "Temple", "operating_hours": "08:00 - 18:00", "latitude": 13.7437, "sha_certified": true
| # | attraction_id | name | province | category | description | operating_hours |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Events & Festivals objects from tourismthailand.org. All fields typed and schema-versioned.
"event_id": "EVT-2026-04", "title": "Songkran Water Festival 2026", "start_date": "2026-04-13", "end_date": "2026-04-15", "province": "Chiang Mai", "event_type": "Cultural Festival", "ticket_url": "None"
| # | event_id | title | start_date | end_date | location_name | province |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Accommodation objects from tourismthailand.org. All fields typed and schema-versioned.
"hotel_id": "ACC-8831", "name": "Anantara Riverside Bangkok Resort", "sha_tier": "SHA Extra Plus", "province": "Bangkok", "contact_number": "+66 2 476 0022", "latitude": 13.7046, "facilities": "['Pool', 'Spa', 'River View']"
| # | hotel_id | name | sha_tier | address | province | contact_number |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Itineraries objects from tourismthailand.org. All fields typed and schema-versioned.
"itinerary_id": "ITN-304", "title": "3 Days in Phuket", "duration_days": 3, "target_audience": "Families", "destinations_included": "['Patong Beach', 'Big Buddha', 'Old Phuket Town']", "transport_mode": "Car Rental", "publish_date": "2025-11-12"
| # | itinerary_id | title | duration_days | target_audience | destinations_included | transport_mode |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Travel Articles objects from tourismthailand.org. All fields typed and schema-versioned.
"article_id": "ART-992", "title": "A Guide to Isan Cuisine", "category": "Food & Drink", "publish_date": "2026-01-05", "tags": "['Food', 'Isan', 'Culture']", "related_attractions": "['TAT-A-4011', 'TAT-A-4015']"
| # | article_id | title | category | publish_date | author | content_body |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Our pipeline handles the complexities of tourismthailand.org, from multi-language routing to interactive map data extraction, delivering structured JSON or Parquet on your schedule.
Capture names, descriptions, operating hours, contact details, and geo-coordinates for thousands of points of interest across all 77 provinces.
Monitor upcoming festivals, exhibitions, and cultural events. We extract dates, locations, and organiser details as structured time-series data.
Extract official SHA, SHA Plus, and SHA Extra Plus certification tiers for hotels, restaurants, and transport operators.
Parse embedded map data to extract accurate latitude and longitude coordinates for spatial analysis and OTA mapping.
Extract content across Thai, English, and other supported language variants, maintaining consistent IDs across translations.
Capture high-resolution image URLs for attractions and accommodations, ready for ingestion into your CMS.
Extract structured day-by-day travel plans, including included destinations, transport modes, and target demographics.
Maintain a hash index of previously scraped records. We only deliver new attractions, updated event dates, or changed SHA statuses.
Run extractions on your cadence. Receive weekly or monthly updates directly into your data warehouse.
Brief in. Clean data out.
Provide target provinces, categories, or specific data types like SHA listings. We design the extraction schema.
We configure Scrapy crawlers, session management, and language routing for tourismthailand.org.
Schema validation, coordinate checks, and sample deliveries before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket or Snowflake stage on agreed cadence.
Extracting data from a national tourism portal requires navigating multi-language routing, dynamic maps, and pagination limits.
Many location coordinates are embedded within interactive map scripts rather than plain HTML. We use Playwright to execute page scripts and intercept network requests to capture precise latitude and longitude data.
The site serves content in multiple languages via URL parameters and subdirectories. Our pipeline maps equivalent records across Thai and English versions, ensuring you do not receive duplicate entries for the same attraction.
Category pages often feature infinite scroll or complex pagination. We manage session state and execute sequential requests to extract the complete catalogue without triggering rate limits.
National tourism boards frequently redesign their portals for major campaigns. We monitor schema drift and update selectors within 24 hours to ensure continuous data delivery.
To avoid disrupting public infrastructure, we implement strict concurrency limits and rotate requests through regional proxy pools, maintaining high success rates without aggressive scraping.
Online Travel Agencies append official descriptions, operating hours, and SHA certification data to their existing hotel and attraction listings.
Aggregators ingest event calendars and festival dates to alert users to seasonal travel opportunities in specific provinces.
Consultancies analyse the distribution of SHA-certified businesses to assess regional tourism readiness and infrastructure development.
Mapping providers extract coordinate data to verify and update their points of interest databases for Southeast Asia.
MICE platforms monitor official event schedules to avoid date clashes and identify venue availability.
Travel publishers ingest official itineraries and articles to bootstrap their own regional guides and content portals.
"Tourismthailand.org holds the definitive dataset for Thai tourism, but mapping its regional hierarchies and event calendars requires dedicated infrastructure."
Extracting accurate travel data requires managing multi-language content, embedded map coordinates, and seasonal website redesigns. DataFlirt handles the extraction logic, proxy management, and schema maintenance, delivering structured destination data directly to your systems.
Everything supported by our tourismthailand.org scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy manages crawl orchestration and deduplication. Playwright handles JavaScript rendering for interactive maps and dynamic content loading.
We utilise residential ISP proxies to distribute request volume, ensuring polite crawling behaviour that respects target site stability.
Pipelines run on AWS Lambda and ECS. Airflow manages scheduling and dependencies, with all pipeline state stored in managed PostgreSQL.
Data delivered to where your team already works — no new tooling required.
About tourismthailand.org scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available factual data, such as attraction details, addresses, and event dates, is generally permissible. We do not extract personal user data or bypass authentication. Clients must ensure their subsequent use of the data complies with relevant copyright and database rights.
We use Playwright to execute the JavaScript rendering the interactive maps, intercepting the underlying data structures to extract accurate latitude and longitude values for each point of interest.
Yes. Our pipeline can be configured to scrape specific language subdirectories or extract multiple languages simultaneously, maintaining a consistent ID structure across translations.
We recommend weekly or monthly runs for attraction data, and daily or weekly runs for event calendars. Delivery cadences are fully configurable based on your requirements.
We extract the high-resolution image URLs. If required, we can configure a secondary pipeline to download the actual image files directly to your S3 bucket.
Tourism boards frequently update their portals. We monitor pipeline health using Grafana and Prometheus. If selectors fail due to a DOM change, we update the extraction logic to restore data flow.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a complete export of Thai attractions or continuous tracking of event calendars, we build and operate the pipeline. Tell us your requirements.
