Local data
Yelp scraping
Yelp lists shops and services with a high volume of reviews, mostly in urban areas, where it usefully complements Google Maps.
Data we extract
- Name, category and address
- Phone and website
- Opening hours and price range
- Average rating and review count
- Review content
- Photos and attributes
Example use cases
- Enriching a business database
- Online reputation analysis
- Urban location studies
- Local competitive monitoring
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
Google Maps
Local data
Google Maps lists millions of businesses with their contact details and reviews.
PagesJaunes
Directory
PagesJaunes lists French professionals by activity and area.
TheFork
Restaurants
TheFork lists restaurants with their cuisine type, average budget and customer reviews.
Guide MICHELIN
Restaurants
The Guide MICHELIN publishes its selections with their distinctions, from Bib Gourmand to stars.
Petit Futé
Local data
Petit Futé lists shops, restaurants and places to visit city by city, with coverage that reaches towns the big directories overlook.
Mappy
Local data
Mappy pairs a business directory with precise mapping of France.
Tripadvisor
Reviews
Tripadvisor gathers reviews and rankings across travel, dining and hospitality.
leboncoin
Classifieds
leboncoin gathers millions of listings between individuals and professionals, from housing to cars.
Every site in the same sector: Local data scraping
Need data from this site?
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