Traffic flow data

In our dataset Traffic forecast data, Traffic data contains Traffic flow data and Traffic speed data.where Traffic flow data contains the data we want to forecast and Traffic speed data is the external information we introduce The forecast range is *min.The forecast range is *min These four folders contain Adjacency matrix + multiorder matrix and Adjacency matrix + multiorder matrix + global matrix for different forecast durations, respectively.The folders Adjacency matrix and global matrix contain the Just consider the adjacency matrix and Adjacency matrix + global matrix, which are the case with only the adjacency matrix and the case with the adjacency matrix and global information, respectively case.

搜集汇总

背景与挑战

背景概述

该数据集用于交通流量预测，包含交通流量数据和交通速度数据，其中流量数据是预测目标，速度数据作为外部信息。数据集提供了多种矩阵结构（如邻接矩阵、多阶矩阵、全局矩阵）的组合，以适应不同预测时长的需求。