FPL_Analysis is a web application designed for Fantasy Premier League (FPL) enthusiasts. Whether you're crafting your dream team, analyzing your current squad, or tracking league performances, FPL_Analysis gives you access to comprehensive player stats and AI-powered data that help you make better decisions.
Explore real-life player data, FPL-specific stats, and AI-driven projections to gain a competitive edge. Dive into your team's performance, your league's rankings, and even simulate new transfers.
Check out the live version of the application here: FPL Analysis Live Site
🔍 Use query parameters to visualize data for your team and league!
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All Players 🌟
Browse a comprehensive table featuring all players from the English Premier League. The player data includes:- Real-life stats: Goals, assists, clean sheets, and more.
- FPL-specific stats: Total points, ownership percentage, elite ownership, bonus points, etc.
- AI-powered predictions: Future gameweek projections, expected goals (xG), expected assists (xA), and expected points.
Filters and sorting options allow you to explore players by position, team, and price ranges. The detailed player breakdown provides everything you need to know before making transfers or building your squad.
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Connect FPL Team 🔗
Plug in your teamID to filter the data specifically for your FPL team. Get live, actionable insights into the players you own, including their real-life performance stats and AI-driven projections, so you can make smarter choices for future transfers and team setups. -
Connect FPL League 🏆
Connect any league using its leagueID to view detailed stats on the top 50 managers. This includes:- Attack Score: A metric summarizing the attacking strength of their team.
- Defence Score: A metric for defensive capability.
- Overall Score: A cumulative score calculated from AI data.
- View details such as team value, rank, and team performance breakdown to compare your team against the league's top performers.
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Live FPL League ⚡
While the official FPL website is slow to update during gameweeks, the Live FPL League feature provides real-time stats. Track live points, see real-time rank changes, and monitor league standings in the middle of gameweek action. -
Create Team 🛠️
Build your FPL team from scratch or simulate transfers for your current squad. While creating or editing your team, you can:- Compare players based on attack score, defence score, and overall team score.
- See AI projections to predict how well your team might perform in upcoming gameweeks. This tool helps you make optimal decisions before confirming transfers or submitting your team.
FPL_Analysis is divided into two branches:
- master (Frontend): Contains the React-based frontend.
- backend (Backend): Contains the Flask-based backend.
You'll need to clone both branches separately.
- Clone the frontend code from the
masterbranch:git clone -b master https://github.com/yourusername/FPL_Analysis.git cd FPL_Analysis - Install dependencies:
npm install
- Set local variable to true:
In the Api.tsx file, set the dev variable to true to avoid making unnecessary requests to the live server.
const dev = true
1.Clone the backend code from the backend branch:
git clone -b backend https://github.com/yourusername/FPL_Analysis.git
cd FPL_Analysis - Set up a virtual environment:
python3 -m venv venv
source venv/bin/activate # On Windows use `venv\Scripts\activate`- Install the Python dependencies:
pip install -r requirements.txt- Run the Flask app:
flask run- Frontend: React (for building the interactive UI)
- Backend: Flask (for handling API requests and backend logic)
- Server: Linux (for hosting the application)
- Web Server: Nginx (for serving the frontend and routing requests)
- Enhanced filtering and sorting for player stats.
- Improved scoring of teams and players based on the available stats.
- Better overall performance and rendering.
- Improved logging and modularization for the backend.