金华市公交车驾驶行为偏好分析数据

通过金华市公交集团道路运输监控管理系统的软件和硬件设备实时采集和监测公交车的定位信息、车速信息和停车信息，分析车辆驾驶员的驾驶行为，为精致化地指导驾驶员提升安全驾驶行为提供数据支撑，也为车队管理和绩效考评提供依据参考。1、数据采集：从金华市公交集团道路运输监控管理系统实时采集金华市内公共交通车辆的定位信息、车速信息和停车信息数据；
2、数据处理：对采集到的数据根据车牌号码进行分类汇总，剔除无效和错误数据，并将车速信息进行降序展示，获取最高车速MaxV；
3、数据加工：计算车辆行驶的平均速度V=行驶里程S/行驶时长T；计算驾驶安全系数=1-(MaxV-V)/V;根据驾驶员的驾驶安全系数大小判断驾驶员的驾驶行为偏好，如果驾驶安全系数接近1，表示具有较高的安全性；如果最高速度远大于平均速度，驾驶安全系数会接近0，表示较低的安全性。
4、数据应用：根据驾驶员的行驶里程和驾驶安全系数，对驾驶员和公交车队进行加权统计排名，为驾驶员和公交车队的绩效考评、年度评优提供参考。

This dataset is collected and monitored in real time through the software and hardware facilities of the Road Transport Monitoring and Management System of Jinhua Public Transport Group, covering positioning information, speed information and stopping information of public transit buses. It analyzes the driving behaviors of bus drivers, providing data support for refined guidance of drivers to enhance safe driving practices, as well as reference bases for fleet management and performance appraisal.

1. Data Collection: Real-time collection of positioning, speed and stopping information data of public transport vehicles operating within Jinhua from the Road Transport Monitoring and Management System of Jinhua Public Transport Group.
2. Data Processing: Classify and aggregate the collected data by license plate number, eliminate invalid and erroneous data, and sort the speed information in descending order to obtain the maximum speed MaxV.
3. Data Refinement: Calculate the average driving speed V = total driving distance S / total driving duration T; calculate the driving safety coefficient as 1 - (MaxV - V)/V. The driving behavior preference of drivers can be judged based on their driving safety coefficient: if the coefficient is close to 1, it indicates relatively high driving safety; if the maximum speed is much higher than the average speed, the driving safety coefficient will be close to 0, representing relatively low driving safety.
4. Data Application: Conduct weighted statistical ranking of individual drivers and bus fleets based on their driving mileage and driving safety coefficient, providing references for performance appraisal and annual merit evaluation of drivers and bus fleets.

搜集汇总

数据集介绍

特点

金华市公交车驾驶行为偏好分析数据集包含公交车的详细驾驶行为记录，如行驶时长、速度、里程等，并通过特定算法计算驾驶安全系数，用于评估驾驶员行为偏好和安全性，支持车队管理和绩效考评。