Black Friday Customer Segmentation & Product Insights

This PDF was submitted as the final project for my Advanced Python for Data Science course at Northwestern. It demonstrates my ability to clean, analyze, and extract insights from complex datasets, identify high-value customer segments, and tell a story through data visualization to support actionable recommendations.

Note: Visualizations were created using Matplotlib within Jupyter Notebook—focus was on insights rather than aesthetic design.