出租车OD时空分布数据集

本数据集提供城市出租车（含网约车）出行的时空聚合OD信息，覆盖交通小区或行政区间的出行量、平均行程时间和距离。时间粒度为半小时/小时，空间粒度为标准化分区。不包含任何单车轨迹、乘客信息或计费数据。适用于出行规律挖掘、运力调度、枢纽集散评估及时空预测模型训练。This dataset provides spatio-temporal aggregated Origin-Destination (OD) information for urban taxi (including online car-hailing) trips, covering trip volumes, average travel time and travel distance between traffic analysis zones or administrative districts. The temporal granularity is set to half an hour or one hour, while the spatial granularity uses standardized zoning units. No individual vehicle trajectories, passenger information or billing data are included in this dataset. It is suitable for travel pattern mining, fleet scheduling, hub collection and distribution assessment, as well as the training of spatio-temporal prediction models.

搜集汇总

背景与挑战

背景概述

该数据集提供了城市出租车（含网约车）出行的时空聚合OD信息，涵盖交通小区或行政区之间的出行量、平均行程时间和距离，时间与空间粒度分别为半小时/小时和标准化分区。数据已进行匿名化处理，适用于出行规律分析、运力调度优化、交通枢纽评估以及时空预测模型训练等场景。