Fantasy Premier League (FPL) Tools
FPL Data Science
Descriptive and predictive tools for analysing Fantasy Premier League (FPL).
This project ingests FPL data and the metrics used in the Power BI tools, then applies machine learning models to predict player and squad performance.
The results are served through a FastAPI backend and presented in an interactive JavaScript web app that works on desktop and mobile.
FPL Power BI
Descriptive interactive tools to analyse Fantasy Premier League (FPL) data.
Automatically find the best teams from this season over a specified period or according to specified filters. Dive deeper and analyse the predictive capability of specific metrics and explore the difficulty of various teams upcoming fixtures.
The data is presented via Power BI. This section is best viewed on a desktop.
FPL Metric Guide
A guide to the metrics available in Fantasy Premier League (FPL).
This section will use correlation techniques to help you to understand which metrics can be used to predict future player performance.