We extract official destination guides, event calendars, curated itineraries, and travel advisories from indonesia.travel. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your schedule.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Destinations objects from indonesia.travel. All fields typed and schema-versioned.
"name": "Raja Ampat", "region": "West Papua", "island": "Papua", "best_time_to_visit": "October to April", "coordinates": "-0.234, 130.516", "highlight_tags": "['Diving', 'Nature']"
| # | destination_id | name | region | island | description | highlight_tags |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Events objects from indonesia.travel. All fields typed and schema-versioned.
"title": "Bali Arts Festival", "category": "Culture", "start_date": "2024-06-15", "end_date": "2024-07-13", "location": "Denpasar", "venue": "Taman Werdhi Budaya Arts Centre"
| # | event_id | title | category | start_date | end_date | location |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Itineraries objects from indonesia.travel. All fields typed and schema-versioned.
"title": "3 Days in Yogyakarta", "duration_days": 3, "target_audience": "Heritage Explorers", "total_distance": "120km", "recommended_transport": "Car rental", "budget_category": "Mid-range"
| # | itinerary_id | title | duration_days | target_audience | route_map | day_by_day_guide |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Travel Regulations objects from indonesia.travel. All fields typed and schema-versioned.
"category": "Visa", "title": "Visa on Arrival (VoA)", "last_updated": "2024-01-12", "applicable_nationalities": "['US', 'UK', 'IN', 'AU']", "required_documents": "['Passport', 'Return Ticket']", "official_links": "['https://molina.imigrasi.go.id']"
| # | policy_id | category | title | description | last_updated | applicable_nationalities |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Articles & Guides objects from indonesia.travel. All fields typed and schema-versioned.
"headline": "10 Must-Try Balinese Dishes", "author": "Wonderful Indonesia Editorial", "publish_date": "2023-11-04", "category": "Culinary", "read_time_minutes": 5, "tags": "['Food', 'Bali']"
| # | article_id | headline | author | publish_date | category | content_body |
|---|---|---|---|---|---|---|
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Extract official tourism board data including regional guides, certified event schedules, and dynamic travel advisories without maintaining fragile scrapers.
Extract regional hierarchies, island groupings, and detailed point-of-interest descriptions from the official catalogue.
Monitor upcoming festivals, cultural events, and exhibitions with venue details and date ranges.
Parse curated day-by-day travel plans, routing suggestions, and recommended transport modes.
Track changes to visa requirements, entry policies, and official advisories timestamped per run.
Extract rich text content, author metadata, and categorised tags from cultural and culinary guides.
Capture embedded map coordinates (latitude and longitude) for precise POI plotting.
Scrape localised versions of the content including Bahasa Indonesia, English, and Japanese.
Collect high-resolution image and promotional video URLs associated with destinations.
Only extract content that changes between runs to minimise processing overhead.
Maintain the official Wonderful Indonesia tag structure for consistent data modeling.
Brief in. Clean data out.
Select destination regions, event categories, or article types. We design the extraction schema together.
We configure Scrapy crawlers, Playwright instances, and proxy rotation for indonesia.travel.
Schema validation, null-rate checks, and coordinate verification run before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket or BigQuery dataset on schedule.
Tourism portals often feature heavy JavaScript rendering, unpredictable DOM changes, and regional blocking. We manage the infrastructure.
Modern tourism sites rely on client-side rendering for maps and dynamic itinerary components. We use Playwright to execute JavaScript and capture the fully rendered DOM.
To bypass geo-fencing or regional rate limits, our crawlers route traffic through authentic Indonesian residential IP addresses.
Government CMS platforms update templates frequently. We deploy multi-layer fallback selectors to ensure schema stability during layout changes.
We track newly published events or updated visa rules by comparing content hashes, delivering only the changed records to your warehouse.
We monitor null-rates for critical fields like coordinates and dates, repairing schema drift before it impacts your downstream applications.
Enrich OTA platforms with official destination descriptions, verified imagery, and coordinate data.
Feed AI travel assistants with curated multi-day routes and authentic point-of-interest suggestions.
Populate global event calendars with verified Indonesian cultural festivals and exhibitions.
Monitor official channels for real-time entry requirement updates and travel advisories.
Analyse tourism board focus areas and promotional campaign content to gauge regional investment.
Provide publishers with localised travel guides, cultural insights, and culinary articles.
"Official tourism portals hold the definitive ground truth for destination marketing, but extracting structured spatial and temporal data requires dedicated infrastructure."
Relying on manual data entry for travel platforms introduces lag and human error. DataFlirt automates the extraction of dynamic event schedules, regulatory updates, and rich destination content from indonesia.travel, allowing your engineering team to focus on product development rather than scraper maintenance.
Everything supported by our indonesia.travel scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Orchestrates complex crawls while rendering dynamic map components and client-side routing.
Maintains access via Indonesian residential IPs to prevent blocking and ensure localised content delivery.
Runs on AWS ECS with Airflow for predictable daily scheduling and strict SLA adherence.
Data delivered to where your team already works — no new tooling required.
About indonesia.travel scraping, legality, and pipeline operations.
Ask us directly →Public tourism data is generally open for extraction. We target non-authenticated content, respect rate limits, and focus strictly on public domain information. Clients should consult legal counsel for their specific commercial applications.
Yes, we parse the interactive map components and underlying JavaScript objects to extract precise latitude and longitude values for points of interest.
Pipelines are typically configured for daily or weekly runs to capture new festival announcements and date modifications promptly.
Yes, we can scrape the Bahasa Indonesia, Japanese, or other localised versions of the site by passing appropriate headers and locale parameters.
We use multi-layer fallback selectors (CSS, XPath, text matching) and monitor null-rates to repair schema drift rapidly when the government CMS updates.
We extract the high-resolution image URLs by default. Direct binary download to your S3 bucket can be configured as an add-on service.
20-minute scoping call. Pilot dataset within the week. Production within two. Stop manually copying event dates and destination guides. We build and maintain the infrastructure to deliver structured Indonesian tourism data directly to your warehouse.
