Traffic Profiles Dataset

该数据集包含了来自不同路段的交通流量资料，旨在根据拓扑特征识别类似的交通模式。此外，数据集还包括了为生成合成数据以及基于道路特征嵌入评估选择方法而分析的交通流量资料。该数据集的任务是进行交通模式识别以及合成数据生成。This dataset comprises traffic flow data collected from diverse road segments, with the core objective of identifying analogous traffic patterns based on topological features. Furthermore, it includes additional traffic flow data analyzed for the purposes of generating synthetic data and selecting evaluation methods based on road feature embeddings. The core tasks supported by this dataset are traffic pattern recognition and synthetic data generation.