SYSTEM all green source barcelonaturisme.com queue 4,192 pages p99 latency 318ms dataflirt.com · scraper/barcelonaturisme-com
RUN · 14 active pipelines · barcelonaturisme.com live

Barcelona tourism data,
at warehouse scale.

We extract event calendars, museum opening hours, ticketing availability, and Barcelona Card partner details. Delivered as clean JSON, CSV, or Parquet to S3 or BigQuery on your cadence.

Events extracted
3,841 /week
Ticket links
12.4K /run
Venue updates
892 /day
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from barcelonaturisme.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

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

event_idtitlecategorystart_dateend_datevenue_namevenue_addressprice_minprice_maxbooking_urldescriptionimage_url
events_& exhibitions
● 200 OK
"event_id": "EV-8492",
"title": "Picasso and the Antique",
"category": "Exhibition",
"start_date": "2024-05-10",
"end_date": "2024-09-15",
"venue_name": "Museu Picasso",
"price_min": 12.0,
"price_max": 15.0
# event_idtitlecategorystart_dateend_datevenue_name
1
2
3

Complete list of extractable fields for Museums & Attractions objects from barcelonaturisme.com. All fields typed and schema-versioned.

attraction_idnametypeneighbourhoodaddresslatitudelongitudeopening_hoursclosing_daysadmission_feebcn_card_discountaccessibility_wheelchairwebsite_url
museums_& attractions
● 200 OK
"attraction_id": "ATTR-102",
"name": "Sagrada Familia",
"type": "Monument",
"neighbourhood": "Eixample",
"opening_hours": "09:00-20:00",
"admission_fee": 26.0,
"bcn_card_discount": "10%",
"accessibility_wheelchair": true
# attraction_idnametypeneighbourhoodaddresslatitude
1
2
3

Complete list of extractable fields for Guided Tours objects from barcelonaturisme.com. All fields typed and schema-versioned.

tour_idtitleduration_minuteslanguagesmeeting_pointdeparture_timeprice_adultprice_childincluded_servicesproviderbooking_url
guided_tours
● 200 OK
"tour_id": "TR-551",
"title": "Gothic Quarter Walking Tour",
"duration_minutes": 120,
"languages": "['English', 'Spanish', 'Catalan']",
"price_adult": 18.0,
"price_child": 0.0,
"meeting_point": "Placa Sant Jaume"
# tour_idtitleduration_minuteslanguagesmeeting_pointdeparture_time
1
2
3

Complete list of extractable fields for Barcelona Card Partners objects from barcelonaturisme.com. All fields typed and schema-versioned.

partner_idnamecategorydiscount_typediscount_valuefree_entryskip_the_lineaddressredemption_instructionsterms_conditions
barcelona_card partners
● 200 OK
"partner_id": "BCN-88",
"name": "Fundacio Joan Miro",
"category": "Museum",
"discount_type": "Percentage",
"discount_value": 20,
"free_entry": false,
"skip_the_line": true
# partner_idnamecategorydiscount_typediscount_valuefree_entry
1
2
3

Complete list of extractable fields for Restaurants & Gastronomy objects from barcelonaturisme.com. All fields typed and schema-versioned.

restaurant_idnamecuisine_typeneighbourhoodaddressphoneemailprice_rangemichelin_starsopening_hoursvegetarian_optionsreservation_url
restaurants_& gastronomy
● 200 OK
"restaurant_id": "REST-912",
"name": "Tickets Bar",
"cuisine_type": "Tapas",
"neighbourhood": "Poble Sec",
"price_range": "$$$",
"michelin_stars": 1,
"vegetarian_options": true
# restaurant_idnamecuisine_typeneighbourhoodaddressphone
1
2
3

Capabilities

Everything you need from Barcelona Turisme

Our scraper handles every layer of the official portal: event calendars, venue metadata, multilingual directories, and ticketing links. We manage pagination, language routing, and date normalisation automatically.

Event Calendar Sync

Extract dates, times, and venue details for all upcoming festivals, concerts, and exhibitions listed on the official portal.

Museum & Attraction Metadata

Capture opening hours, seasonal closures, admission fees, and detailed descriptions across all cultural sites.

Ticketing & Pricing

Track minimum and maximum ticket prices, concession rates, and direct booking URLs for official tours and venues.

Multilingual Content Extraction

Scrape descriptions and venue details in English, Spanish, Catalan, and French directly from language-specific subdirectories.

Barcelona Card Inclusions

Map all partner discounts, free entry conditions, and skip-the-line privileges associated with the official city pass.

Geo-spatial Mapping

Extract latitude, longitude, neighbourhood tags, and postal codes for precise POI mapping in your GIS applications.

Accessibility Information

Capture structured data on wheelchair access, audio guides, and braille availability for every listed attraction.

Gastronomy Directory

Scrape restaurant listings, cuisine types, price brackets, and reservation links recommended by the tourism board.

Automated Pipeline Sync

Configure daily or weekly runs to capture newly added events and seasonal pricing adjustments automatically.

// engagement pipeline

From target directories to warehouse records

Brief in. Clean data out.

Define Scope
d 0

Provide specific categories, event date ranges, or language preferences. We map the target schemas.

Pipeline Build
d 2–4

We configure Scrapy crawlers, handle pagination, and manage request throttling to respect the site structure.

Validation & QA
d 4–6

Schema validation checks ensure dates parse correctly and venue coordinates map to valid geo-points.

Delivery
ongoing

JSON, CSV, or Parquet files pushed directly to your S3 bucket or Snowflake instance on schedule.

Under the hood

Navigating official tourism portal architecture

Extracting structured data from barcelonaturisme.com requires handling multilingual paths, irregular event date formats, and fragmented venue directories.

pipeline-monitor · barcelonaturisme.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
Multilingual routing
Path resolution across languages

The site uses distinct URL paths for Catalan, Spanish, and English. We map cross-language canonical links to prevent duplicate venue records.

Date normalisation
Event calendar parsing

Event dates appear in varied formats like 'From 12 May to 14 Jun' or 'Every Tuesday'. Our pipeline normalises these into standard ISO 8601 start and end dates.

Pagination structures
Directory traversal logic

Attraction and restaurant directories use standard pagination mixed with dynamic filters. We traverse all filter permutations to guarantee full catalogue capture.

Coordinate extraction
Map data parsing

Venue coordinates are often embedded within map widget configurations rather than clean metadata. We extract and format these into standard lat/long pairs.

Change detection
Seasonal updates and diffs

Museum hours and ticket prices change by season. We maintain a hash index of previous runs to emit clean diffs when operating schedules shift.

Applications

Who uses Barcelona Turisme data

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

01
Travel Aggregators & OTAs

Enrich platform listings with official opening hours, precise descriptions, and verified ticket pricing.

02
Event Discovery Apps

Populate local event calendars with verified concerts, exhibitions, and cultural festivals directly from the city board.

03
GIS & Mapping Services

Ingest verified venue coordinates, accessibility tags, and neighbourhood classifications for urban mapping.

04
Hospitality Concierge Services

Provide hotel guests with up-to-date museum schedules, restaurant recommendations, and guided tour options.

05
Tourism Analytics

Analyse event density, pricing trends, and seasonal attraction availability to model city-wide tourism traffic.

06
Mobility & Transport Planning

Correlate major event schedules and venue clusters with public transport demand forecasting.

Why DataFlirt

"Official city tourism boards hold the most accurate baseline data for venues and events, but extracting it requires normalising thousands of fragmented, multilingual pages."

Most aggregators rely on outdated static databases. By scraping barcelonaturisme.com directly, travel platforms ensure their users see correct seasonal opening hours, accurate Barcelona Card discounts, and verified event dates. DataFlirt manages the extraction, date parsing, and language normalisation so your data science team receives clean, queryable records.

Technical Spec

Barcelona Turisme scraper technical capabilities

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

Multilingual extraction
Capture identical records across EN, ES, CA, FR language paths
Supported
ISO date normalisation
Convert textual date ranges into standard ISO 8601 strings
Supported
Geo-coordinate parsing
Extract lat/long points from embedded map widgets on venue pages
Supported
Barcelona Card mapping
Link attractions to specific discount values and free entry rules
Supported
Image URL extraction
Capture high-resolution gallery image links for venues
Supported
Change detection (diffs)
Only emit records for modified event dates or venue prices
Supported
Webhook delivery
HTTP POST per record for immediate event syncing downstream
Supported
B2B Travel Trade Portal
Access to restricted wholesale pricing and B2B contact lists
Partial
User Account Purchase History
Extraction of past ticket purchases from authenticated user profiles
Partial
Infrastructure

Infrastructure powering the tourism pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusSnowflakeBigQuery
Scrapy Orchestration

Scrapy manages the directory traversal and pagination, ensuring complete coverage of all venue and event categories without missing nested pages.

Proxy Infrastructure

We route requests through EU-based residential proxies to maintain high concurrency while avoiding regional rate limits and IP blocks.

Cloud-Native Orchestration

Pipelines execute on AWS Lambda for burst scaling during full catalogue refreshes, with state managed in PostgreSQL and monitoring via Grafana.

Output & Delivery

Your data, your destination

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

JSON
Nested structures ideal for multi-language event records
CSV
Flat files for quick ingestion into spreadsheet models
XLS
Formatted spreadsheets for non-technical operations teams
Parquet
Columnar storage optimised for data warehouse ingestion
AWS S3
Direct object storage delivery on a scheduled cadence
Webhook
Real-time HTTP POST for immediate event updates
API
REST endpoints to query your extracted dataset
BigQuery
Direct streaming into Google Cloud data warehouses
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping barcelonaturisme.com legal?

Scraping publicly available facts such as event dates, venue addresses, and opening hours is generally permissible. DataFlirt extracts only public, non-authenticated directory data. We do not bypass login walls or extract personal user data.

Can you extract data in multiple languages?

Yes. The portal provides content in Catalan, Spanish, English, and French. We can scrape a specific language path or extract all variants and map them to a unified venue ID.

How do you handle complex event date strings?

Tourism sites often use textual date ranges. Our pipeline includes custom parsing logic to convert these into standard ISO 8601 start and end dates.

Do you extract latitude and longitude for venues?

Yes. We parse the embedded map configurations on venue pages to extract precise geographic coordinates, enabling direct integration with your GIS or mapping tools.

How frequently can the data be updated?

For event calendars and temporary exhibitions, we recommend weekly or daily runs. Static museum metadata can be refreshed monthly to capture seasonal schedule changes.

Can you capture Barcelona Card discount details?

Yes. We map the specific discount percentages, free entry conditions, and skip-the-line privileges associated with the official city pass for each attraction.

Do you scrape the B2B professional portal?

No. The professional travel trade section requires authenticated access and partner agreements. We strictly target the public-facing consumer directories.

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

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Stop manually updating event calendars and venue hours. We build and maintain the extraction pipeline so your platform always displays accurate city data.

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