StreetSZ

The primary objective of developing the StreetSZ dataset is to enhance traffic flow data and gain a deeper understanding of traffic patterns during anomalous events. The dataset monitors traffic patterns across 74 sub-districts in Shenzhen, China, from April to November 2018 (8 months). The distribution of sub-districts is Subfigure 3-A. As shown in Subfigure 3-B, the dataset includes traffic flow, sub-district metadata, weather data, and anomalous events. A total of 269 days are covered, with 68 days of extreme weather, 19 days of public holidays, and 66 days of large-scale events, resulting in a total of 134 days with anomalous events.