Urban Geographic Information Dataset includes Point of Interest data, Road Network Data, etc.
Point of Interest (POI) data (2013/2015/2017) is collected from Baidu and Gaode Map. The POI is summarized into twenty-three categories, e.g. Food and Beverages, Highway Affiliated Facilities, Automobile Services, etc. The POI data includes attributes such as codes, names, descriptions, coordinates, addresses, and categories.
Road Network Data (2012 to present day) is collected from OpenStreetMap. This dataset describes road, route, way, or thoroughfare on land which connects one location to another and has been paved or otherwise improved to allow travel by some conveyance, including motorized vehicles, cyclists, pedestrians, horse riders, and others.