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This presents a comprehensive analysis of customer segmentation utilizing RFM (Recency, Frequency, Monetary) methodology enhanced with K-means clustering. The implementation creates a data-driven approach to identify distinct customer groups, enabling businesses to develop targeted marketing strategies and optimize customer engagement.