Through this report, I have performed Hypothesis Testing on the given data set. To conclude, engine displacement, cylinder count, and drive train type all have an effect on fuel usage. The higher the displacement of an engine, the lower the mpg, which means more fuel usage. The number of cylinders in a vehicle determines its power and fuel consumption. The most energy-efficient and popular type is front-wheel drive. This data analysis might be useful while deciding which vehicle to buy. There are, however, several more variables to consider before completing the purchase. Always examine your personal needs while keeping your own position in mind.