The project started with data preprocessing in Excel, where I used VBA to clean, format, and organize raw data into structured tables suitable for visualization. Once the data was prepared, the macro automatically generated multiple types of charts—including line graphs, bar charts, and scatter plots—based on the specific analysis needs.