一种识别共享单车潮汐点的时空模型和基于KNN-LightGBM的租还需求预测方法

柯日宏, 吴升, 柯玮文

A Spatial-temporal Model for Identifying Tidal Shared-bicycle Stops and Bicycle Sharing Demand Prediction based on KNN-LightGBM

KE Rihong, WU Sheng, KE Weiwen

表3 单个订单轨迹数据示例

Tab. 3 Example of order data

订单_ID 定位时间 纬度/°N 经度/°E sbo000001 2020/12/21 6:00:12 24.521 046 82 118.161 503 7 sbo000001 2020/12/21 6:00:27 24.518 092 38 118.163 777 4 ... ... ... ... sbo000001 2020/12/21 6:26:08 24.479 891 29 118.186 703 0