In this project, we aim to develop a multiple linear regression model to predict the number of active physicians in 1990 (Y) using explanatory variables from the CDI2 dataset. The analysis aims to explore the relationship between the response variable and predictors such as population demographics, socioeconomic factors, and geographic regions to identify significant predictors.