公交车到站时间预测数据集

本数据集为公交车到站时间预测任务设计，记录每个班次车辆到达沿途各站点区间的实际行程时间及延迟，并提供时段、天气、历史平均行程时间等特征。不包含轨迹点、车辆ID（已脱敏）、司机及乘客信息。适用于ETA模型训练、可靠性分析及动态调度。

This dataset is designed for the bus arrival time prediction task. It records the actual travel time and delay of each scheduled bus trip when passing through each stop interval along the route, and provides features such as time period, weather conditions, and historical average travel time. Trajectory points, vehicle ID (which has been desensitized), driver and passenger information are not included. It is applicable to ETA model training, reliability analysis and dynamic scheduling.

搜集汇总

背景与挑战

背景概述

本数据集专为公交车到站时间预测任务设计，系统记录每个班次车辆到达沿途各站点区间的实际行程时间与延迟，并提供时段、天气及历史平均行程时间等特征。数据已进行脱敏处理，不涉及轨迹点或个体信息，适用于ETA模型训练、公交运行可靠性分析及动态调度优化等场景。