A Python data analysis project focused on data cleaning, handling missing values, exploratory data analysis (EDA), and correlation analysis. The project generates a synthetic dataset and demonstrates preprocessing techniques, statistical summaries, and relationships between variables, along with visualizations using Matplotlib. It highlights practical data handling and insight extraction using pandas and numpy