This project focuses on the analysis of basketball free throws using statistical data, with the analysis conducted in R. The project examines player tendencies, free throw attempts, and accuracy to uncover patterns and insights that could influence game outcomes. By leveraging data-driven insights, this analysis highlights the critical role of free throws in both individual player performance and overall team success.
Analyzes the number of free throw attempts players make per game, showing how aggressive play and the ability to draw fouls affect scoring opportunities.
Examines players' accuracy in converting free throws, emphasizing the importance of free throws in crucial game moments and how improving accuracy can boost overall scoring potential.
Investigates player tendencies to take 2-point or 3-point shots (excluding free throws), providing insights into strategic play styles that favor close-range or perimeter shots.
1.Free throws play a pivotal role in basketball, often determining the outcome of close games.
2.Players who draw more fouls and attempt more free throws tend to exhibit a more aggressive play style. Coupled with higher free throw accuracy, these players can significantly boost a team's overall scoring.
3.Teams can benefit from improving their players' free throw accuracy and maintaining a balance between 2-point and 3-point shooting strategies.
The analysis was conducted using the R programming language, which enabled efficient handling of the data, statistical analysis, and visualization of key trends. R was used to create plots for visualizing free throw attempts per game, free throw accuracy, and player playing style preferences (2-point vs. 3-point shots).
This project underscores the importance of free throws as "free points" that directly impact game results. By analyzing free throw data and player tendencies, this study provides actionable insights that can help optimize both individual performance and team strategies.