Beijing POI datasets with geographical coordinates and ratings
The data conclude two parts, i.e. shapefiles and excel files. The latter collected POI information of Beijing about the geographical coordinates, rating and other related description fields up to Aug 2017.
The "scenic_spot" sheet displays scenic spots’ Name, Longitude, Latitude, ID, Address, Rating, Number of Valuators, Ticket, Recommended Visited Time, Level, Opening time, Closing Time and Label. All the eight fields in "hotel" sheet are Name, Longitude, Latitude, Address, Rating, Number of Valuators, Level and Satisfaction respectively. And in the "restaurant" sheet, we can see the Name, Longitude, Latitude, Address, Level, Number of Valuators, Average Price, Tasting Rating, Environmental Rating, Service Rating and Label of restaurants. All these data are gathered before Aug 2017.