Fantasy Premier League Stats, Visualizations & Analysis

Simple python web app with FPL stats, visualizations and anlysis. Live at fantasy.elek.hr.

Running locally

With Docker

Set the value of IP environment variable in variables.env to 127.0.0.1
Run docker-compose up
Application will be available at localhost

Natively

Run pip install -r requirements.txt to install requirements
Set the IP environment variable to 127.0.0.1 (eq. in PowerShell run $env:FPL_IP="127.0.0.1")
Set the FPL_SEASON environment variable to 2018-19 (eq. in PowerShell run $env:FPL_SEASON="2018-19")
Open up a terminal window and run bokeh serve .\bokeh\vpc.py --allow-websocket-origin=localhost:5000
In another termianl window, run python .\web\app.py
Application will be available at localhost:5000

Features

Currently, there are two avaliable features, Players Comparison & Points Per Cost Analysis.

Players Comparison

Players Comparison is exactly what it sounds it is. Take two players and compare them on number of factors: price, gained points, performance index, in-game stats, or popularity among FPL managers. There are also some handy line plots visualizing the trends in player's price, points, playing time and ICT index.

Points Per Cost

Points Per Cost scatter plot visualizes relationship between each player's price and their average points gain. Blue circles on the plot are goalkeepers, orange ones are defenders, midfielders are in green and forwards are red circles. Larger circle means you get better value for your money. It is also possible to filter plot by a certain position, for better visibility.