Travel & stays
Expedia scraping
Expedia aggregates accommodation and transport worldwide. Its rates move sharply with date and demand. A monthly reading teaches you almost nothing.
Data we extract
- Property, category and location
- Rate by date and room type
- Availability and cancellation terms
- Rating and review count
- Amenities and services
- Displayed taxes and fees
Example use cases
- Hotel rate monitoring
- Seasonality analysis
- Positioning against competitors
- Tracking availability in a destination
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.
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.
leboncoin
Classifieds
leboncoin gathers millions of listings between individuals and professionals, from housing to cars.
Every site in the same sector: Travel and accommodation scraping
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