This project demonstrates data analysis and predictive modeling through analysis of monthly stock trading data from the Chinese stock market. The system processes 892,080 records from the TRD_Mnth dataset, focusing on stock code 000001 as a case study, delivering insights through statistical analysis, visualizations, and machine learning forecasts.