Performed a complete data analysis workflow on customer shopping data using Python. The project included handling missing values, detecting and analyzing outliers, exploratory data analysis, data cleaning, and feature engineering. I also analyzed customer characteristics and purchasing patterns to prepare the dataset for further machine learning applications. The project demonstrates practical skills in data preprocessing, pandas, NumPy, visualization, and exploratory data analysis.