arshan492/PL-Attacking-Scout

🏹 Premier League Attacking Translation Tool

A Bayesian scouting dashboard that predicts how attacking output from Europe's top leagues (Ligue 1, Bundesliga, Serie A, La Liga) translates to the English Premier League.

🧠 The Logic

Using a hierarchical Bayesian model, this tool applies a "League Tax" based on historical player transitions. It simulates 8,000+ scenarios for every player to provide a success probability across five key metrics:

• —npxG (Non-penalty Expected Goals)
• —xAG (Expected Assisted Goals)
• —Progressive Passes & Carries
• —SCA (Shot-Creating Actions)

🚀 How to Run

1. 1.Clone the repo: git clone https://github.com/mdarshanrshaikh/Football-League-Translator.git
2. 2.Install dependencies: pip install -r requirements.txt
3. 3.Launch the app: streamlit run UI/scout_app.py

📊 Data Source

Metrics sourced from 24/25 season data (FBRef/Opta standard).