高速公路收费站通行流量数据集

本数据集聚焦高速公路收费站通行流量与运行效率监测，覆盖省界站、城市出入口站等主要节点。数据内容包括时间戳、收费站编码、入口/出口方向、客车与货车流量、ETC/MTC交易量、平均排队时长、拥堵等级及天气状况等。适用于路网流量预测、拥堵治理、差异化收费评估、物流路径优化及交通大模型训练等场景。This dataset focuses on monitoring the traffic flow and operational efficiency of expressway toll stations, covering key nodes such as provincial boundary toll stations and urban entrance/exit toll stations. The dataset contains information including timestamps, toll station codes, entrance/exit directions, passenger car and freight truck traffic volumes, ETC/MTC transaction volumes, average queuing duration, congestion levels, and weather conditions. It is applicable to scenarios such as road network traffic flow prediction, congestion management, differentiated charging assessment, logistics path optimization, and traffic large language model (LLM) training.

搜集汇总

背景与挑战

背景概述

该数据集专注于监测高速公路收费站的通行流量和运行效率，覆盖了省界站和城市出入口站等关键节点。数据内容涵盖时间、收费站编码、方向、车型流量、交易量、排队时长、拥堵等级和天气状况，适用于流量预测、拥堵治理、政策评估和交通模型训练等多种应用场景。