BikeSharing and POI Status in Nanjing China

This study integrates diverse data sources to analyze the determinants of shared bicycles demand, incorporating bike usage patterns, demographic characteristics, POI attributes, and spatial features. The study area is an urban region in Nanjing, China, bounded by longitude 118.66–118.92 and latitude 31.87–32.17.本研究整合多源数据以剖析共享单车需求的影响因素，纳入骑行使用模式、人口统计特征、兴趣点（Point of Interest, POI）属性与空间特征。本研究的研究区域为中国南京市的一处城区，其空间范围限定为东经118.66°–118.92°、北纬31.87°–32.17°。