In this case, the explanatory variable is the engine size or displacement in cubic inches. An explanatory variable, also known as an independent variable or predictor variable, is the variable that is being manipulated or controlled in order to understand its effect on another variable. In this situation, you are examining how the engine size of cars affects their gas mileage, so the engine size is the variable that you are looking to explain or understand its relationship with gas mileage.
