This project analyzes NFL quarterback passing statistics from 2001–2023 using data visualization and multiple linear regression techniques in RStudio and Tableau. The analysis explores relationships between passing yards, touchdowns, interceptions, completion percentage, and quarterback performance in the modern NFL.