交通系统共性数据平台重点路段交通流量及速度数据集

本数据集共包含八部分数据：（1）检测器分车道流量数据：由检测器过车数据统计得到各检测器每5分钟道路断面各车道的通行流量。通过深圳市交通局地磁设备监测的地磁流水数据获取数据。（2）检测器断面交通流数据：由检测器过车数据统计得到各检测器每5分钟单向道路断面的通行流量。通过深圳市交通局监测的地磁，微波，雷视数据获取数据。（3）路段机动车流量统计数据：包含了记录路段断面分车型的车流量数据。通过福田中心交通大脑获取数据。（4）重点路口各车道转向流量统计数据：记录在交叉口中各个车道的转向流量。通过福田中心交通大脑获取数据。（5）重点路口转向流量统计数据：在重点交叉口中统计的转向流量。通过福田中心交通大脑获取数据。（6）路段慢行流量统计数据：路段内的慢行（包括行人与骑行）的人数。通过福田中心交通大脑获取数据。（7）典型周小路段速度数据：小路段在不同典型周，日期类型，时段类型下的平均指数，平均速度数据。通过深圳市交委获取车辆轨迹表和人工生成典型周日期表统计获取数据。（8）典型周公交专用道速度数据：每5分钟公交专用道的平均运行速度、总行驶里程、总行驶时间。通过深圳市交委获取车辆轨迹表和人工生成典型周日期表统计获取数据。数据量为833MB。

This dataset consists of eight parts of data:
(1) Detector-based lane-specific traffic flow data: This refers to the per-lane traffic volume of each road cross-section detected by detectors every 5 minutes, calculated from vehicle passing data. The data is obtained from geomagnetic flow data monitored by geomagnetic monitoring equipment of the Shenzhen Transportation Bureau.
(2) Detector-based cross-section traffic flow data: This refers to the unidirectional traffic volume of each road cross-section detected by detectors every 5 minutes, calculated from vehicle passing data. The data is collected from geomagnetic, microwave, and radar-vision monitoring data provided by the Shenzhen Transportation Bureau.
(3) Sectional motor vehicle traffic volume statistics: This dataset contains vehicle traffic volume data classified by vehicle type for road sections. The data is acquired from the Futian Central Traffic Brain platform.
(4) Lane-specific turning traffic flow statistics at key intersections: This records the turning traffic volume of each lane at intersections. The data is sourced from the Futian Central Traffic Brain platform.
(5) Turning traffic flow statistics at key intersections: This refers to the turning traffic volume statistics collected at key road intersections. The data is obtained from the Futian Central Traffic Brain platform.
(6) Sectional non-motorized traffic flow statistics: This includes the number of non-motorized road users (including pedestrians and cyclists) on road sections. The data is acquired from the Futian Central Traffic Brain platform.
(7) Typical week small-section speed data: This contains the average index and average speed data of small road sections under different typical weeks, date types, and time period types. The data is statistically obtained from vehicle trajectory tables provided by the Shenzhen Municipal Commission of Transport and manually generated typical week date tables.
(8) Typical week bus lane speed data: This includes the average operating speed, total driving mileage, and total driving time of bus lanes every 5 minutes. The data is statistically derived from vehicle trajectory tables provided by the Shenzhen Municipal Commission of Transport and manually generated typical week date tables.
The total size of this dataset is 833 MB.

搜集汇总

背景与挑战

背景概述

该数据集是一个由深圳市城市交通规划设计研究中心股份有限公司创建的交通流量和速度数据集，包含八部分数据，涵盖检测器分车道流量、断面交通流、路段机动车流量、重点路口转向流量、慢行流量、典型周小路段速度和公交专用道速度，数据来源于深圳市交通局和福田中心交通大脑，具有高时空分辨率（如5分钟统计间隔），总数据量为833MB，文件格式为CSV和DOCX。它适用于交通系统分析、城市规划和智能交通研究，支持对深圳市重点路段交通状况的深入评估。