SYSTEM all green source visitsweden.com queue 12,491 pages p99 latency 118ms dataflirt.com · scraper/visitsweden-com
RUN · 14 active pipelines · visitsweden.com live

Swedish tourism data,
at warehouse scale.

We extract destination profiles, cultural events, accommodation listings, and travel itineraries from VisitSweden. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Destinations mapped
4,102
Events tracked
1,894 /month
Articles extracted
8,215
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from visitsweden.com

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 visitsweden.com. All fields typed and schema-versioned.

destination_idnameregiondescriptionlatitudelongitudebest_time_to_visittagsimage_urlspage_url
destinations
● 200 OK
"destination_id": "DEST_9381",
"name": "Abisko National Park",
"region": "Swedish Lapland",
"latitude": 68.3158,
"longitude": 18.8286,
"best_time_to_visit": "November to March",
"tags": "['Northern Lights', 'Hiking', 'Nature']"
# destination_idnameregiondescriptionlatitudelongitude
1
2
3

Complete list of extractable fields for Events objects from visitsweden.com. All fields typed and schema-versioned.

event_idtitlecategorystart_dateend_datelocation_namecityticket_urldescriptionimage_urls
events
● 200 OK
"event_id": "EVT_4029",
"title": "Gothenburg Film Festival",
"category": "Culture",
"start_date": "2026-01-24",
"end_date": "2026-02-04",
"city": "Gothenburg",
"ticket_url": "https://goteborgfilmfestival.se/tickets"
# event_idtitlecategorystart_dateend_datelocation_name
1
2
3

Complete list of extractable fields for Accommodations objects from visitsweden.com. All fields typed and schema-versioned.

listing_idnametyperegionaddressbooking_urleco_certifiedamenitiesdescriptionimage_urls
accommodations
● 200 OK
"listing_id": "ACC_1192",
"name": "Icehotel Jukkasjarvi",
"type": "Hotel",
"region": "Norrbotten",
"eco_certified": true,
"amenities": "['Ice Rooms', 'Restaurant', 'Sauna']",
"booking_url": "https://www.icehotel.com/book"
# listing_idnametyperegionaddressbooking_url
1
2
3

Complete list of extractable fields for Articles & Guides objects from visitsweden.com. All fields typed and schema-versioned.

article_idtitleauthorpublish_datecategoryreading_time_minutescontent_bodyrelated_destinationsimage_urlspage_url
articles_& guides
● 200 OK
"article_id": "ART_7734",
"title": "A Guide to Swedish Fika",
"category": "Food & Drink",
"publish_date": "2025-08-12",
"reading_time_minutes": 5,
"related_destinations": "['Stockholm', 'Gothenburg', 'Malmo']",
"page_url": "https://visitsweden.com/what-to-do/food-drink/swedish-fika/"
# article_idtitleauthorpublish_datecategoryreading_time_minutes
1
2
3

Complete list of extractable fields for Travel Routes objects from visitsweden.com. All fields typed and schema-versioned.

route_idtitleduration_daystransport_modestart_locationend_locationstopstotal_distance_kmdescriptionmap_data_json
travel_routes
● 200 OK
"route_id": "RTE_092",
"title": "West Coast Road Trip",
"duration_days": 4,
"transport_mode": "Car",
"start_location": "Gothenburg",
"end_location": "Stromstad",
"stops": "['Marstrand', 'Smogen', 'Fjallbacka']"
# route_idtitleduration_daystransport_modestart_locationend_location
1
2
3

Capabilities

Everything you need from VisitSweden - nothing you don't

Our VisitSweden scraper extracts structured tourism data across all regions, handling map integrations, dynamic event calendars, and multi-language content variations.

Destination Profiling

Extract regions, cities, and specific landmarks with full descriptions, best times to visit, and associated activities.

Geo-coordinate Extraction

Capture latitude and longitude data from embedded maps for every destination and accommodation listing.

Dynamic Event Calendars

Scrape upcoming cultural, sports, and nature events with start dates, end dates, and external ticketing links.

Accommodation Data

Extract hotel and cabin listings, including eco-certifications, amenities, and direct booking URLs.

Multi-Language Support

Pull content from the Swedish, English, German, and French locale versions of the site to support international applications.

Itinerary Mapping

Extract structured travel routes, including suggested stops, duration, transport modes, and total distances.

Media Galleries

Capture high-resolution image URLs and associated alt-text metadata for destinations and articles.

Taxonomy & Tagging

Preserve VisitSweden's internal categorisation system, mapping articles to specific regions and themes.

Scheduled Updates

Run continuous pipelines to capture new event listings and seasonal content updates as they are published.

// engagement pipeline

From target URLs to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, regions, or language locales. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, handle locale routing, and build selectors for VisitSweden's specific DOM structure.

Validation & QA
d 4–6

Schema validation, coordinate accuracy checks, and null-rate monitoring before full launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

How our VisitSweden pipeline handles the extraction

Tourism boards use dynamic content loading and complex map integrations. Here is how we ensure clean data extraction.

pipeline-monitor · visitsweden.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Map integrations
Extracting embedded geo-data

VisitSweden relies on interactive maps to display locations. We intercept the underlying JSON payloads powering these maps to extract precise latitude and longitude coordinates rather than attempting to parse rendered canvas elements.

Multi-language routing
Consistent schema across locales

The site serves different content structures based on the selected language. Our pipeline normalises these variations, ensuring that a destination extracted from the German locale matches the exact schema of the English version.

Dynamic calendars
Pagination and state management

Event calendars load dynamically based on date filters and categories. We use Playwright to manipulate these filters, triggering state changes and paginating through all upcoming events without missing records.

Image galleries
High-resolution media extraction

Tourism data relies heavily on visuals. We extract the source URLs for high-resolution images, bypassing lazy-loaded thumbnails to ensure your database contains production-ready media assets.

Change detection
Only re-scrape new events and articles

We maintain a hash index of existing events and articles. Subsequent runs only extract new publications or updated event dates, reducing compute cost and downstream processing load.

Applications

Who uses VisitSweden data

Teams across industries use visitsweden.com data to build competitive products and smarter operations.

01
Travel Aggregators

Incorporate official Swedish destination descriptions, images, and coordinates into global travel platforms.

02
AI Itinerary Planners

Train AI models on structured travel routes, distances, and regional categorisations to generate custom Swedish holidays.

03
Market Research

Analyse the distribution of eco-certified accommodations and sustainability initiatives across different Swedish regions.

04
Event Discovery Apps

Populate local event discovery applications with official cultural, music, and sports events happening across Sweden.

05
Competitor Analysis

Travel agencies monitor official tourism board recommendations to adjust their own package offerings and marketing copy.

06
Academic Research

Researchers extract long-term data on tourism promotion strategies and regional development focus areas in Scandinavia.

Why DataFlirt

"VisitSweden holds the definitive taxonomy of Swedish tourism, but extracting structured itineraries and geo-data requires a dedicated pipeline."

Most teams underestimate the investment required: reliable VisitSweden scraping requires handling complex map integrations, multi-language locale switching, dynamic event calendars, and constant DOM updates. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.

Technical Spec

VisitSweden scraper - technical capabilities

Everything supported by our visitsweden.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Playwright sessions required for interactive maps and dynamic event calendars
Supported
Geo-coordinate extraction
Latitude and longitude capture from embedded map payloads
Supported
Multi-locale support
Extraction across English, Swedish, German, and other supported languages
Supported
Image metadata
Capture of full-resolution image URLs, alt-text, and copyright credits
Supported
Event pagination
Full extraction of upcoming events across all date ranges and categories
Supported
Taxonomy preservation
Mapping of internal tags (e.g., 'Nature', 'Culture', 'Food') to output schema
Supported
Change detection
Hash-based diffing to identify new articles and updated event schedules
Supported
Residential proxy rotation
ISP-grade IPs to prevent rate-limiting during high-concurrency crawls
Supported
Booking transactions
VisitSweden redirects to third parties for bookings; we capture the URL, not the transaction
Partial
User account preferences
Extraction of private user saved itineraries or newsletter preferences
Partial
Infrastructure

Infrastructure powering the VisitSweden pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and deduplication. Playwright handles map rendering, locale switching, and dynamic calendar pagination.

Proxy Infrastructure

We maintain pools of European IPs to ensure optimal latency and prevent rate-limiting when scraping localized content.

Cloud-Native Orchestration

Pipelines run on AWS ECS. Airflow handles scheduling for daily event updates and weekly destination refreshes.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested arrays for hierarchical itinerary data
CSV
Flat file with typed columns for destination and event lists
XLS
Excel format for non-technical marketing and research teams
Parquet
Columnar format for BigQuery, Snowflake, and Athena analytics
AWS S3
Direct bucket delivery compatible with modern data lakes
Webhook
HTTP POST per record for real-time application updates
API
REST endpoint to query extracted destination data on demand
PostgreSQL
Direct upsert into your existing relational schema
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About visitsweden.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping VisitSweden legal?

Scraping publicly available factual data, such as event dates, locations, and factual descriptions, is generally permissible. DataFlirt targets only public, non-authenticated information. Clients must ensure their use of extracted images and editorial content complies with copyright laws and VisitSweden's terms of service.

Can you extract data in multiple languages?

Yes. We can configure the pipeline to extract data from any locale supported by VisitSweden, maintaining a consistent output schema across Swedish, English, German, and other language versions.

How do you handle the interactive maps?

We intercept the network payloads that populate the maps, allowing us to extract precise latitude and longitude coordinates and location metadata without relying on fragile UI scraping.

How fresh is the event data?

Event pipelines typically run daily or weekly to capture new additions and date changes. We use change detection to only push updates, ensuring your database reflects the current calendar.

Do you extract pricing for accommodations?

VisitSweden primarily acts as a directory and redirects to third-party providers for bookings. We extract the external booking URLs and provided factual amenities, but real-time pricing must be sourced from the specific hotel or booking platform.

Can I get a sample dataset?

Yes. We provide a sample run of up to 100 destinations or events during the scoping phase to validate schema fit and coordinate accuracy before pipeline deployment.

$ dataflirt scope --new-project --source=visitsweden.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a complete export of all Swedish destinations or a continuous feed of cultural events, we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
Related Scrapers

More in tourism and travel guides

Services

Data Extraction for Every Industry

View All Services →