You work for Motor Trend, a magazine about the automobile industry. Looking at a data set of a collection of cars, they are interested in exploring the relationship between a set of variables and miles per gallon (MPG) (outcome). They are particularly interested in the following two questions:  “Is an automatic or manual transmission better for MPG” "Quantify the MPG difference between automatic and manual transmissions"