The data set of six US airline companies are taken about the pricing of 'Economy' and 'Premium Economy' tickets and the other factors it can depend such as the width of the seat, arm rest height etc.. and analyzed using R programming. Linear regression models are formed taking the price relative of Economy and Premium economy seats as dependent variable with other independent variable and the accuracy of each model is checked.