中山公交集团深中公交车辆运营分析数据集

本数据集是基于中山市公共交通运输集团有限公司的后台管理数据统计分析形成，数据集涵盖深中公交车辆的线路、发车站点、到达终点、日期、班车座位数、发车时间、乘车人数、空座数等关键数据，对深中公交车辆运营数据进行数据清洗后，开展分析计算。通过深中公交车辆每一班次车辆的座位数、乘车人数，计算分析得出该班次的空座数和满载率。借助中山公交集团深中公交车辆运营分析数据集，一方面能精准研判深中公交车辆的运营效率与供需匹配度，另一方面可提炼线路客流特征，进而根据实际客流规律灵活增减运营班次。This dataset is developed based on statistical analysis of background management data from Zhongshan Public Transportation Group Co., Ltd. It covers key data of Shenzhen-Zhongshan cross-border bus services, including route information, departure stations, destination terminals, dates, bus seat capacity, departure times, passenger counts, and vacant seat counts. Data cleaning is first conducted on the operational data of these buses before analysis and calculation. Based on the seat capacity and passenger count of each bus trip, the vacant seat count and load factor of the corresponding trip are calculated and analyzed. With this operational analysis dataset of Shenzhen-Zhongshan buses from Zhongshan Public Transportation Group, on one hand, the operational efficiency and supply-demand matching degree of the cross-border bus services can be accurately assessed; on the other hand, the passenger flow characteristics of the routes can be extracted, enabling flexible adjustment of operational trips according to actual passenger flow patterns.

搜集汇总

背景与挑战

背景概述

该数据集基于中山市公共交通运输集团有限公司的后台管理数据，涵盖深中公交车辆的线路、发车站点、到达终点、日期、班车座位数、乘车人数、空座数等关键字段，通过计算空座数和满载率来精准分析运营效率与供需匹配度。数据经过清洗和加工，能提炼线路客流特征，帮助公交运营方根据实际客流规律灵活增减班次，同时为深中通道运营方提供公交维度的跨桥流量参考。