交通系统共性数据平台出行者及共享单车出行分布数据集

本数据集共包含三部分数据。（1）共享单车出行分布数据：每辆共享单车的出行OD分布，骑行的起终点用100米栅格表示。通过深圳市道路交通中心获取开关所数据统计获取数据。（2）栅格出行分布数据：根据手机信令数据识别用户的出行分布，以不同时间维度作为时间片统计500m维度栅格间的出行量。通过中国移动通信集团广东有限公司获取数据。（3）全方式出行分布数据：基于小汽车、公交、轨道等出行方式的全市出行OD量统计。通过数据模型生成数据。数据量为3.15GB。This dataset comprises three subsets of data. (1) Bike-sharing trip distribution data: Origin-destination (OD) distribution of each shared bike, where the start and end points of rides are represented by 100-meter grids. The data was obtained through statistics of lock-switching data from the Shenzhen Road Traffic Center. (2) Grid-based trip distribution data: User trip distribution identified from mobile signaling data, with trip volumes between 500-meter grids counted using different time dimensions as time slices. The data was obtained from China Mobile Communications Group Guangdong Co., Ltd. (3) Multi-mode trip distribution data: City-wide trip origin-destination (OD) volumes based on various travel modes including private cars, buses, and rail transit, which was generated via data models. The total data volume is 3.15 GB.

搜集汇总

背景与挑战

背景概述

该数据集整合了共享单车、手机信令和多模式交通的出行分布数据，覆盖深圳市，以100米和500米栅格为空间单元，提供高时空精度的出行OD分析。数据量约3.16GB，包含CSV和DOCX格式文件，适用于城市交通规划、出行行为研究和智能交通系统开发。