Shenzhen Air Quality Dataset

该数据集包含了从深圳11个监测站收集的空气质量数据，其中包括主要污染物、温度、压力、湿度、风速和风向的每小时观测值。数据涵盖了每小时空气质量及相关天气观测，对于缺失值，采用了前24小时平均值进行填充。该数据集的规模涉及11个监测站，任务重点在于预测PM2.5浓度。This dataset contains hourly observational data collected from 11 monitoring stations in Shenzhen, covering major pollutants, temperature, atmospheric pressure, humidity, wind speed and wind direction. The data includes hourly air quality and related meteorological observations. For missing values, the average of the previous 24 hours was used for imputation. The core task of this dataset focuses on predicting PM2.5 concentration.