Hi everyone!
I’m excited to share my new web app: Football Player Potential Prediction 
. Built as part of my MSc Data Science & AI dissertation at Bournemouth University, this app lets you:
Explore both raw and processed player data, plus summary statistics
Compare model performance (Linear Regression, LightGBM, SVR, XGBoost) across attacker, midfielder, defender, and goalkeeper groups
Interactively predict a player’s potential based on 11 key attributes
Build your own custom plots (histogram, boxplot, scatter) to dive deeper
Try it live: https://football-player-potential-prediction-using-ea-fc-24-app.streamlit.app/
Share your feedback: Please fill out this quick, anonymous survey for everyone to help me improve the app!
Your insights will be invaluable for refining the tool and my dissertation research. Thank you in advance for your time and support! 