Satisfying customers is a fundamental concept in business, but there is a caveat: not all customers are equal. Some customers contribute to profit while others contribute to losses.

Could we analyze the data customer by customer and determine which customers are profitable and which customers are not. What percentage of the customers are profitable and which are not? Are there any patterns in the data? What about profitability over various periods of time? Lots of questions to ask.