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Analyzed real-world retail data from Quantium to uncover chip-buying behavior by customer segments. Used R, tidyverse, dplyr, and ggplot2 for data cleaning, visualization, and insight generation. Identified top segments, popular pack sizes, and premium brand opportunities.