We extract accommodation listings, tour operator details, attraction coordinates, and event schedules from jamaicatourism.com. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake 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 Accommodations objects from jamaicatourism.com. All fields typed and schema-versioned.
"name": "Half Moon Resort", "type": "Resort", "parish": "St. James", "address": "Rose Hall, Montego Bay", "star_rating": 5.0, "amenities": "['WiFi', 'Pool', 'Spa']"
| # | hotel_id | name | type | parish | address | latitude |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Attractions & Tours objects from jamaicatourism.com. All fields typed and schema-versioned.
"name": "Dunn's River Falls", "category": "Nature & Parks", "parish": "St. Ann", "entry_fee_usd": 25.0, "duration": "3 hours", "family_friendly": true
| # | attraction_id | name | category | parish | description | entry_fee_usd |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Events & Festivals objects from jamaicatourism.com. All fields typed and schema-versioned.
"title": "Reggae Sumfest", "category": "Music Festival", "start_date": "2026-07-18", "venue_name": "Catherine Hall", "parish": "St. James", "organizer": "Downsound Entertainment"
| # | event_id | title | category | start_date | end_date | venue_name |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Local Businesses objects from jamaicatourism.com. All fields typed and schema-versioned.
"name": "Rick's Cafe", "category": "Dining", "sub_category": "Bar & Restaurant", "parish": "Westmoreland", "phone": "+1 876-957-0380", "operating_hours": "12:00 PM - 10:00 PM"
| # | business_id | name | category | sub_category | address | parish |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Travel Guides objects from jamaicatourism.com. All fields typed and schema-versioned.
"title": "Top 10 Beaches in Negril", "author": "Jamaica Tourist Board", "publish_date": "2025-11-04", "parish_focus": "Westmoreland", "tags": "['Beaches', 'Relaxation', 'Negril']", "time_to_read": "5 mins"
| # | guide_id | title | author | publish_date | parish_focus | content_body |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Our scraper extracts the full catalogue of Jamaican tourism data: hotels, tours, events, and local guides, bypassing basic bot protection to deliver structured destination datasets.
Extract hotel names, addresses, star ratings, amenities, and contact information across all Jamaican parishes.
Capture exact latitude and longitude data for attractions and businesses from embedded map widgets.
Monitor seasonal festivals, music events, and local gatherings with start dates, venues, and ticket links.
Download high-resolution image URLs for hotels and attractions, maintaining gallery order and metadata.
Maintain the site's exact hierarchical structure, mapping every entity to its specific parish and category.
Extract structured opening times and baseline entry fees for tours, parks, and museums.
Scrape full-text articles, itineraries, and blog posts published by the tourism board.
Gather registered tour provider names, certification status, and direct contact details.
Run weekly or monthly pipelines to capture new event listings and updated business contact details.
Brief in. Clean data out.
Provide category URLs, parishes, or event types. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and map widget parsers.
Schema validation, null-rate checks, location normalisation, and sample reviews before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Tourism portals rely on dynamic map widgets and seasonal content updates. We manage the extraction complexity.
Location coordinates are often buried within JavaScript map initialization code rather than plain HTML. We parse the embedded JSON and Leaflet/Google Maps configuration objects to extract precise latitude and longitude.
High-quality images load dynamically as the user scrolls. We use Playwright to simulate user interaction, triggering lazy-loading scripts to capture the complete array of high-resolution media URLs.
Tourism sites frequently leave past events online. Our pipelines parse date strings into ISO-8601 formats and can filter out historical events at the pipeline level, delivering only future schedules.
Location tags can be inconsistent across different pages. We normalise all location data into standard Jamaican parishes to ensure clean grouping in your database.
Even government and board tourism sites employ basic WAF protections. We route requests through residential proxies and throttle concurrency to avoid triggering rate limits or IP bans.
Enrich internal catalogues with official attraction descriptions, coordinates, and local business data.
Train generative travel models on structured data covering Jamaican points of interest and event schedules.
Analyse the distribution of accommodations and tour operators across different parishes.
Import verified coordinates and business details into custom GIS or consumer mapping tools.
Syndicate Jamaican music festivals, cultural events, and sporting schedules to global event platforms.
Monitor baseline entry fees for local tours to optimise pricing strategies for competing services.
"Structured destination data is the foundation of modern travel planning, but extracting it from dynamic tourism portals requires dedicated infrastructure."
Travel aggregators waste engineering cycles writing brittle scrapers for destination marketing sites. DataFlirt provides a managed pipeline that parses complex map widgets, normalises location taxonomy, and delivers clean JSON directly to your data warehouse.
Everything supported by our jamaicatourism.com 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 handles crawl orchestration and deduplication. Playwright handles JavaScript rendering and map widget parsing. Combined via scrapy-playwright middleware.
We maintain pools of residential proxies to bypass basic WAF protections. Rotation happens per-request to ensure uninterrupted extraction.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. All state is stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About jamaicatourism.com scraping, legality, and pipeline operations.
Ask us directly →Yes. We parse the underlying JavaScript objects and JSON configuration files that power the map widgets to extract precise latitude and longitude coordinates for all attractions.
We typically run event pipelines weekly to capture new festival and concert announcements, though daily schedules are available if required.
We extract the direct URLs to the highest resolution images available in the galleries. If you require actual file downloads to an S3 bucket, we can configure a custom media pipeline.
Scraping publicly available factual data, such as business addresses, event dates, and attraction descriptions, is generally permissible. We do not bypass authentication walls or extract personal user data.
Our pipeline includes a normalisation step that maps varying location tags to the official Jamaican parish structure, ensuring clean geographic grouping in your dataset.
No. We strictly extract publicly available information. We do not bypass login screens or extract gated commercial data meant for registered partners.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue of accommodations or a weekly feed of local events, we scope, build, and operate the pipeline. Tell us what you need.
