We need to segment the customers by customer spending behavior based upon i$)$ number of transactions, ii$)$ total dollar amount iii$)$ SIC penetration, and iv$)$ spending categories. You need to develop $5$ clusters $($A$,$ B$,$ C$,$ D$,$ and E$)$ with the following characteristics: