Travel & stays
SNCF Connect scraping
SNCF Connect exposes timetables, fares and seat availability across the whole network. The price of one journey varies sharply with how far ahead it is bought.
Data we extract
- Departure and arrival stations
- Date, times and duration
- Train type and number
- Fare by class and offer
- Seats remaining where shown
- Any connections
Example use cases
- Rail fare monitoring
- Analysing the price curve before departure
- Studying a regional route
- Comparing rail and air
Framework & ethics
We work with publicly accessible data, at a controlled pace so as not to disturb the sites we consult. Defining the uses is your responsibility, and we advise you on it.
Other sites we collect
Airbnb
Travel
Airbnb lists short-term rentals worldwide.
Booking.com
Travel
Booking.com lists hotels and accommodation worldwide.
Tripadvisor
Reviews
Tripadvisor gathers reviews and rankings across travel, dining and hospitality.
Expedia
Travel
Expedia aggregates accommodation and transport worldwide.
trivago
Travel
trivago compares the price of the same hotel across several platforms.
Skyscanner
Travel
Skyscanner compares air fares between airlines and agencies on the same route.
Abritel
Travel
Abritel focuses on private holiday rentals, often whole houses, with supply different enough from Airbnb to be worth tracking separately.
Gîtes de France
Travel
Gîtes de France covers rural accommodation with an ear-based grading found nowhere else.
Every site in the same sector: Travel and accommodation scraping
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