To support Dr Mohammed R Ahmed's suggestion on target marketing strategies, see my paper - https://www.researchgate.net/publication/282862569_Application_of_K-Means_Algorithm_for_Efficient_Customer_Segmentation_A_Strategy_for_Targeted_Customer_Services
Article Application of K-Means Algorithm for Efficient Customer Segm...