A plumbing company wants to better predict the sales of its flagship copper tubing for the next year. The sales data has copper tubing sizes captured as XS, S, M, L, XL and the retail price of the copper tubing varies with the size. Which of the following data preparation steps need to be followed for the copper tubing size before it goes into the regression model for prediction?