Predicting Software Reselling Prots. Tayko Software is a software catalog rm that sells games and educational software. It started out as a software manufactmer and then added thirdpart3:r titles to its offetings. It recentlyr revised its collection of items in a new catalog, which it mailed out to its customers. This mailing yielded l purchases. Based on these data, Tayko wants to devise a model for predicting the Spending amount that a purchasing customer 1will yield. The le Tmmmaqup contains information on llllD purchases. The Table below describes the variables to be used in the problem [the le contains additional Tvariables]. TAILEH MHttthsmsma FEE) Heroflruuouhthpreeeuyel' LASTJHIATE Nlnerofdlyllhoelqlheheumlecnrd WEB McIthWchoruho-me GENDER Fannie-modes] m Milk-Milieu MIIIIESSJLIS Milk-US\" mmtm} Amwhymmritmllir' ll'l sou-1} a. Explore the spending amount by creating a tabular summary of the categotical variables and computing the average and standard deviation of spending in each category