Local data
Guide MICHELIN scraping
The Guide MICHELIN publishes its selections with their distinctions, from Bib Gourmand to stars. An expert assessment, stable and dated: that kind of data is rare.
Data we extract
- Restaurant name and chef
- Distinction and year awarded
- Cuisine type
- Stated price range
- City, address and contact details
- Editorial description
Example use cases
- Year-on-year tracking of distinctions
- Mapping fine dining
- Analysing a tourist region
- Building a derived guide
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.
Yelp
Local data
Yelp lists shops and services with a high volume of reviews, mostly in urban areas, where it usefully complements Google Maps.
TheFork
Restaurants
TheFork lists restaurants with their cuisine type, average budget and customer reviews.
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
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