This project is designed to find the main factors causing air pollution in Beijing. Time series analysis is applied to the dataset about PM2.5 of Beijing and other main cities of China. With related time series plots and event detection, we can tell that factory emissions, vehicle emissions and coal burning are three main factors of air pollution in Beijing.