It is important to ensure the data used in the modeling is correct, relevant, and up to date to ensure the accuracy of the model’s output. The accuracy of the model’s output grows with the number of years included in the analysis. However, it is critical to ensure that the data is not out of date or includes factors that are no longer necessary for the company.