Smart card data used in this study are available from APMCM website. link 1: http://www.saikr.com/apmcm link 2: http://www.saikr.com/c/nd/3397 You can have access to the data through the download link and password provided by APMCM. You will also need to install Baidu Cloud drive for downloading. The whole dataset in link 1 and link 2 includes: 1. "深圳市电子地图-新路网全部模型": Road Network of Shenzhen 2. "GJC_SZT": Bus smart card data 3. "gjc_gps_地面公交车GPS监控数据": Bus GPS trajectory 4. "DT_GJC_地铁站刷卡数据.zip": smart card data of metro system 5. "czc_gps_date_出租车GPS监控数据.zip": Taxi GPS trajectory