Segment customers by behavior and demographics using clustering algorithms. Retain long-time loyal customers for greater impact on company success. Data from Kaggle's "Customer Personality Analysis." Utilizes K-Means Clustering, DBScan, and Agglomerative Algorithm for segmentation.`