Data preparation and customer analytics on 264,836 retail chip transactions. Covers data cleaning, outlier detection, feature engineering, customer segment analysis by life stage and premium tier, brand affinity, and statistical testing. Completed as part of the Quantium Data Analytics Virtual Internship on Forage.