Comparison of Categories: The data shall depict the connection between any two categories. As AJ Davis appears to be motivated to learn about their customers who carry credit, all categories will compare to credit. Amount of Credit vs Income: The amount of credit and the income of the household appear to be related. Analysis reveals that as income increases, so too does the amount of credit. Note that this represents all households in all locations. 706050403020 60005000400030002000 Income (1000) CreditBalance() Scatterplot of Credit Balance() vs Income (1000)

The following charts depict location as a factor in credit balance and income: Overlaid Locations: Individual Locations: Overall, it is observed that rural customers earn lower incomes but carry lesser amounts of...