Python Data Analysis & Visualization Project (Synthetic Dataset)

A Python-based data analysis project that generates a synthetic dataset and performs data exploration, statistical analysis, and visualization. The project includes grouping, aggregation, and extracting insights such as averages and top records, along with visual representations using Matplotlib. The code is clean, modular, and demonstrates core data analysis techniques using Pandas and NumPy