We extract official tourism records, regional guides, certified tour operators, and accommodation listings from VisitCostaRica. Delivered as clean JSON, CSV, or Parquet to your data warehouse.
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 visitcostarica.com. All fields typed and schema-versioned.
"region_id": "REG-04", "name": "Monteverde", "climate_type": "Cloud Forest", "best_time_to_visit": "December to April", "top_attractions": "['Monteverde Cloud Forest Reserve', 'Santa Elena Reserve']", "map_coordinates": "10.3000, -84.8167", "page_url": "https://www.visitcostarica.com/en/costa-rica/where-to-go/monteverde"
| # | region_id | name | description | climate_type | best_time_to_visit | top_attractions |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Accommodations objects from visitcostarica.com. All fields typed and schema-versioned.
"property_id": "ACC-1029", "name": "Arenal Observatory Lodge", "property_type": "Eco-Lodge", "region": "Northern Plains", "sustainability_certification": "Level 5 CST", "amenities": "['Pool', 'Spa', 'Guided Tours', 'Restaurant']", "contact_email": "info@arenalobservatorylodge.com"
| # | property_id | name | property_type | region | address | contact_email |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Tour Operators objects from visitcostarica.com. All fields typed and schema-versioned.
"operator_id": "TO-4821", "name": "Costa Rica Descents", "service_type": "Adventure Tours", "certification_level": "ICT Certified", "operating_regions": "['Guanacaste', 'Arenal']", "languages_spoken": "['English', 'Spanish']", "phone": "+506 2479 7313"
| # | operator_id | name | service_type | certification_level | operating_regions | website |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for National Parks objects from visitcostarica.com. All fields typed and schema-versioned.
"park_id": "NP-08", "name": "Manuel Antonio National Park", "region": "Central Pacific", "area_hectares": 1983, "entry_fee_usd": 18.0, "opening_hours": "07:00 - 16:00, Closed Tuesdays", "wildlife_species": "['Sloth', 'Capuchin Monkey', 'Iguana']"
| # | park_id | name | region | area_hectares | entry_fee_usd | opening_hours |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Itineraries objects from visitcostarica.com. All fields typed and schema-versioned.
"itinerary_id": "ITIN-22", "title": "Volcanoes and Rainforests", "duration_days": 7, "target_audience": "Families", "difficulty_level": "Moderate", "included_destinations": "['San Jose', 'Arenal', 'Monteverde']", "transport_mode": "Rental Car"
| # | itinerary_id | title | duration_days | target_audience | difficulty_level | included_destinations |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Our VisitCostaRica scraper extracts official government tourism registries, regional guides, and certified operator lists. We handle the interactive map layers and dynamic content rendering.
Extract region descriptions, climate data, best times to visit, and top attractions across all Costa Rican provinces.
Capture property names, types, addresses, contact details, and official sustainability certification levels.
Scrape ICT-certified tour operators, including their service types, operating regions, and contact information.
Extract entry fees, operating hours, trail maps, wildlife species, and official regulations for protected areas.
Parse interactive map layers to extract precise latitude and longitude coordinates for points of interest.
Extract multi-day travel itineraries, including duration, target audience, difficulty levels, and route details.
Automatically identify and download official PDF guides, maps, and regulatory documents linked on the site.
Extract content across English, Spanish, and French language variants to support international platforms.
Run pipelines monthly or quarterly to capture seasonal schedule changes and new operator certifications.
Brief in. Clean data out.
Provide specific categories, regions, or language variants. We design the extraction schema together.
We configure Scrapy and Playwright crawlers to handle dynamic filters, map layers, and pagination.
Schema validation, null-rate checks, and geospatial data normalisation before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Modern tourism boards use interactive maps and dynamic filtering. Here is how we extract clean data from VisitCostaRica.
VisitCostaRica uses interactive JavaScript maps to display attractions and operators. Our Playwright integration intercepts the underlying API calls to extract precise coordinate data and structured metadata that is not present in the static HTML.
Tourism content exists in multiple languages. We traverse the locale switcher for each record, ensuring that descriptions, amenities, and titles are extracted and mapped correctly across English, Spanish, and other available languages.
Many official regulations and detailed trail maps are only available as PDF downloads. Our pipeline identifies these assets, downloads them, and can optionally parse text content for downstream indexing.
The tour operator and accommodation directories use complex AJAX filtering and pagination. We replicate these state changes in headless browsers to ensure 100% coverage of the directory without missing records.
Tourism data changes seasonally. We maintain a hash index of last-seen values per record. Subsequent runs only push diffs, allowing you to easily identify new certified operators or updated national park hours.
Online travel agencies integrate official destination descriptions and certified operator lists into their Central American inventory.
Niche booking sites filter accommodations and operators based on the official Certification for Sustainable Tourism (CST) levels.
B2B platforms provide travel agents with up-to-date national park hours, entry fees, and regional itineraries for client planning.
Analysts track the growth of certified operators and accommodation density across different Costa Rican provinces.
Geospatial platforms ingest precise coordinates for national park boundaries, trails, and certified attractions.
Regional authorities monitor the public representation of their districts and track compliance with national tourism standards.
"VisitCostaRica holds the definitive registry of certified eco-tourism operators and national park data, essential for travel aggregators building Central American inventory."
Extracting this data requires parsing interactive map layers, dynamic AJAX filters, and multi-language content variants. DataFlirt handles the JavaScript rendering and geospatial data normalisation so your engineering team can focus on product development instead of maintaining web scrapers.
Everything supported by our visitcostarica.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, map interactions, and AJAX directory filters.
We maintain pools of residential ISP proxies to ensure consistent access and avoid rate limits during large-scale directory extractions.
Pipelines run on AWS ECS. Airflow handles scheduling for seasonal updates. All state and diff histories are stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About visitcostarica.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available directory and tourism information is generally permissible. DataFlirt targets only public, non-authenticated destination, operator, and accommodation data. We do not attempt to bypass credentialed partner portals. Clients should review the site terms of service and consult legal counsel for their specific use case.
We use Playwright to execute the JavaScript required to render the maps. We then intercept the background API responses to extract the raw geospatial data, providing precise coordinates rather than attempting to scrape the visual map interface.
Yes. We can configure the pipeline to traverse the site using the built-in locale switchers, extracting parallel datasets for English, Spanish, and French content.
Tourism data is relatively static. We typically run these pipelines on a weekly or monthly cadence to capture seasonal updates, new operator certifications, and changes to national park hours.
Yes. We can identify official PDFs linked on the site, download them to an S3 bucket, and provide the direct S3 URI alongside the structured metadata in your delivery payload.
Our smallest packages cover full extraction of the operator and accommodation directories with monthly updates. Contact us for a scoped quote based on your specific requirements.
Absolutely. We provide a sample run of up to 100 directory records or specific regional guides as part of the pre-engagement scoping process to validate schema fit.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off extraction of certified operators or a continuous feed of national park updates — we scope, build, and operate the pipeline. Tell us what you need.
