The data set catalogData.csv contains data from a catalog sales company in the 1990s for one 3 month period. Each row represents a single customer. This company would mail catalogs to their customers and then receive orders through the mail for items that would be shipped to their house. They are considering a mass mailing to individuals that are not currently customers. Use this data set to write up a brief summary to the company about the attributes of their customers and how they relate to how much they spend with the catalog company. Part of this discussion should include a recommendation on what type of individuals they should be targeting for their mass mailing campaign. Justify your recommendation. The variables are: (a) AgeGroup: Young (39 and younger), Middle (40-64), Old (65+)(b) Gender (c) HomeRent: whether they own or rent (d) MaritalStatus (e) BrickMortar: whether the nearest Brick and Mortar department store is Close (10 miles or less) or Far( more than 10 miles).(f) Income: Income of the individual. (g) Kids: Number of kids living with the individual. (h) History: Amount spent with the company in the previous 3 months. None (0), Low (1-500), Medium (501-1000), High (over 1000).(i) Catalogs: Number of catalogs the individual has received in the past year. (j) MoneySpent: Amount of money the individual spent with the company.