Shanghai dataset

该数据集来自上海，包含了2032个按主要道路网络划分的区域的数据，其指标和数据来源与北京数据集相似。具体指标包括人口数据、以公司数量表示的商业活动，以及通过餐厅评论反映的用户活动，这些都与北京数据集保持一致。该数据集覆盖了2032个区域，任务是对社会经济活动进行预测。

This dataset is sourced from Shanghai, covering data for 2032 regions partitioned by the major road network. Its indicators and data sources are similar to those of the Beijing dataset, including population data, business activity measured by the number of enterprises, and user activity reflected via restaurant reviews, all consistent with the Beijing dataset. The core task of this dataset is to forecast socio-economic activities.