温州公交实时运营及站点数据

一、数据来源
通过实时采集公交运营车辆的位置、状态、间距、进出站、正点率等信息，形成了丰富的公交实时运营数据。这些数据覆盖了温州市的鹿城区、龙湾区、瓯海区、洞头区和泰顺县等区域的 2300 多辆公交车辆。
二、功能特点
1、实时公交信息查询：通过相关的手机应用程序，用户可以实时查看每一辆公交的位置信息以及预计到站时间。这样乘客能够更合理地安排出行时间，减少在公交站的等待时间，提高出行效率。例如，在上班高峰期，乘客可以根据公交的实时位置，选择合适的公交线路和出行时间，避免迟到。
2、线路规划与导航：输入起点和终点后，系统能够智能规划出多条公交出行线路供用户选择。这些线路规划会综合考虑公交的实时运营情况、站点分布以及换乘信息等，为用户提供最便捷、最快速的出行方案。比如，对于需要换乘的乘客，系统会提示最佳的换乘站点和换乘时间。
3、站点信息展示：提供详细的公交站点信息，包括站点名称、所在位置、途径的公交线路等。用户可以通过输入站点名称或线路信息，快速查询到相关站点的具体情况，方便乘客了解自己所在位置附近的公交站点以及可乘坐的公交线路。
三、应用价值
1、对乘客的价值：为乘客提供准确、实时的公

1. Data Source
Real-time public transit operation data is formed by collecting real-time information such as the position, status, spacing, in/out station status and on-time rate of bus operation vehicles. These data cover more than 2,300 buses in districts and counties including Lucheng District, Longwan District, Ouhai District, Dongtou District and Taishun County of Wenzhou City.
2. Functional Features
1. Real-time Bus Information Query: Users can check the real-time position of each bus and the estimated arrival time via relevant mobile applications. This allows passengers to arrange their travel time more reasonably, reduce waiting time at bus stops and improve travel efficiency. For example, during morning rush hour, passengers can select appropriate bus routes and travel times based on the real-time positions of buses to avoid being late.
2. Route Planning and Navigation: After entering the starting point and destination, the system can intelligently plan multiple bus travel routes for users to choose from. These route plans comprehensively consider real-time bus operation conditions, stop distribution and transfer information, etc., to provide users with the most convenient and fastest travel solutions. For instance, for passengers who need to transfer, the system will prompt the optimal transfer stop and transfer time.
3. Stop Information Display: Detailed bus stop information is provided, including stop name, location and passing bus routes. Users can quickly query the specific situation of relevant stops by entering the stop name or route information, which is convenient for passengers to learn about nearby bus stops and available bus routes at their current location.
3. Application Value
1. Value for Passengers: Provide passengers with accurate and real-time public

搜集汇总

背景与挑战

背景概述

该数据集包含温州市5个区域2300多辆公交车的实时运营数据，提供车辆定位、到站预测、线路规划等功能，主要用于优化市民公交出行体验。数据由温州市交通运输集团有限公司采集，通过手机应用为乘客提供实时服务。