Socplot is a python 3 package that helps you visualize football data. [WIP]
- Made by football enthusiast.
- Fully configurable in terms of dimensions, colors and types.
- Lightweight and Flexibility: Socplot is built on top of matplotlib. You have full control.
- Straightforward: Socplot has many built in figures that gets you directly to the point.
Pressure heat map
pressures position heat map for an example match
Pass map
pass map for selected time window in an example match
first 15 mins passes in an example match
code snippet used to generate the last image
import pandas as pd
from socplot.pitch import Pitch
pitch = Pitch()
# load the passes dataset
for _, row in passes.iterrows():
pitch.plot_pass(row['sx'], row['sy']],[row['ex'], row['ey']] , row['type'])
pitch.heat_map(df['sx'], df['sx'], color='tan')__
pip installtion coming soon
# fork the repo
cd socplot
virtualenv -p python3 env
source env/bin/activate
pip install -r requirements.txtArqamFc/Socplot licensed under the Apache License 2.0.