NorthPitch is a python soccer plotting library that sits on top of Matplotlib

Overview

NorthPitch

NorthPitch is a python soccer plotting library that sits on top of Matplotlib.

Install:

pip install git+https://github.com/devinpleuler/northpitch.git

Basic Example:

from northpitch.pitch import Pitch

fig, ax = plt.subplots(figsize=(15,9))
ax.set_axis_off()

pitch = Pitch()
pitch.create_pitch(ax)

plt.ylim(pitch.ylim)
plt.xlim(pitch.xlim)

plt.show()

alt text

Surface Example:

from northpitch.pitch import draw_tracking_frame
from northpitch.pitch import overlay_surface

frame = tracking_frames[n]
surface = pitch_control_function(frame)

fig, ax = draw_tracking_frame(frame, deltas=True, title="NorthPlotter example")
contours = overlay_surface(ax, surface)

plt.colorbar(contours, ax=ax)
plt.show()

Note: Provide your own list of tracking frames, and pitch control function. Sorry.

alt text

Field Size Examples

import matplotlib.pyplot as plt
from northpitch.pitch import Pitch

fig, ax = plt.subplots()
pitch = Pitch(length=110, width=70) # FIFA Minimum
pitch.create_pitch(ax)
passes = [(30,60, 20,25), (40,20, 30,50)]
pitch.draw_lines(ax, passes)
plt.ylim(pitch.ylim)
plt.xlim(pitch.xlim)
plt.show()

alt text

import matplotlib.pyplot as plt
from northpitch.pitch import Pitch

fig, ax = plt.subplots()
pitch = Pitch(length=130, width=80) # FIFA Maximum
pitch.create_pitch(ax)
passes = [(30,60, 20,25), (40,20, 30,50)]
pitch.draw_lines(ax, passes)
plt.ylim(pitch.ylim)
plt.xlim(pitch.xlim)
plt.show()

alt text

Scale Examples

import matplotlib.pyplot as plt
from northpitch.pitch import Pitch

fig, ax = plt.subplots()
pitch = Pitch(scale=(100, 100)) # Default (Opta)
pitch.create_pitch(ax)
passes = [(50,50, 60,40)]
pitch.draw_lines(ax, passes)
plt.ylim(pitch.ylim)
plt.xlim(pitch.xlim)
plt.show()

alt text

import matplotlib.pyplot as plt
from northpitch.pitch import Pitch

fig, ax = plt.subplots()
pitch = Pitch(scale=(120, 80)) # (StatsBomb)
pitch.create_pitch(ax)
passes = [(50,50, 60,40)]
pitch.draw_lines(ax, passes)
plt.ylim(pitch.ylim)
plt.xlim(pitch.xlim)
plt.show()

alt text

Owner
Devin Pleuler
@TorontoFC, Analytics
Devin Pleuler
A guide for using Bootstrap 5 classes in Dash Bootstrap Components V1

dash-bootstrap-cheatsheet This handy interactive cheatsheet makes it easy to use the Bootstrap 5 classes with your Dash app made with the latest versi

10 Dec 22, 2022
a robust room presence solution for home automation with nearly no false negatives

Argos Room Presence This project builds a room presence solution on top of Argos. Using just a cheap raspberry pi zero w (plus an attached pi camera,

Angad Singh 46 Sep 18, 2022
A Python function that makes flower plots.

Flower plot A Python 3.9+ function that makes flower plots. Installation This package requires at least Python 3.9. pip install

Thomas Roder 4 Jun 12, 2022
A Graph Learning library for Humans

A Graph Learning library for Humans These novel algorithms include but are not limited to: A graph construction and graph searching class can be found

Richard Tjörnhammar 1 Feb 08, 2022
Generate SVG (dark/light) images visualizing (private/public) GitHub repo statistics for profile/website.

Generate daily updated visualizations of GitHub user and repository statistics from the GitHub API using GitHub Actions for any combination of private and public repositories, whether owned or contri

Adam Ross 2 Dec 16, 2022
Visualize data of Vietnam's regions with interactive maps.

Plotting Vietnam Development Map This is my personal project that I use plotly to analyse and visualize data of Vietnam's regions with interactive map

1 Jun 26, 2022
Python ts2vg package provides high-performance algorithm implementations to build visibility graphs from time series data.

ts2vg: Time series to visibility graphs The Python ts2vg package provides high-performance algorithm implementations to build visibility graphs from t

Carlos Bergillos 26 Dec 17, 2022
The official colors of the FAU as matplotlib/seaborn colormaps

FAU - Colors The official colors of Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) as matplotlib / seaborn colormaps. We support the old colo

Machine Learning and Data Analytics Lab FAU 9 Sep 05, 2022
A simple agent-based model used to teach the basics of OOP in my lectures

Pydemic A simple agent-based model of a pandemic. This is used to teach basic principles of object-oriented programming to master students. It is not

Fabien Maussion 2 Jun 08, 2022
A declarative (epi)genomics visualization library for Python

gos is a declarative (epi)genomics visualization library for Python. It is built on top of the Gosling JSON specification, providing a simplified interface for authoring interactive genomic visualiza

Gosling 107 Dec 14, 2022
3D rendered visualization of the austrian monuments registry

Visualization of the Austrian Monuments Visualization of the monument landscape of the austrian monuments registry (Bundesdenkmalamt Denkmalverzeichni

Nikolai Janakiev 3 Oct 24, 2019
📊 Extensions for Matplotlib

📊 Extensions for Matplotlib

Nico Schlömer 519 Dec 30, 2022
Getting started with Python, Dash and Plot.ly for the Data Dashboards team

data_dashboards Getting started with Python, Dash and Plot.ly for the Data Dashboards team Getting started MacOS users: # Install the pyenv version ma

Department for Levelling Up, Housing and Communities 1 Nov 08, 2021
Analysis and plotting for motor/prop/ESC characterization, thrust vs RPM and torque vs thrust

esc_test This is a Python package used to plot and analyze data collected for the purpose of characterizing a particular propeller, motor, and ESC con

Alex Spitzer 1 Dec 28, 2021
A small script written in Python3 that generates a visual representation of the Mandelbrot set.

Mandelbrot Set Generator A small script written in Python3 that generates a visual representation of the Mandelbrot set. Abstract The colors in the ou

1 Dec 28, 2021
A GUI for Pandas DataFrames

About Demo Installation Usage Features More Info About PandasGUI is a GUI for viewing, plotting and analyzing Pandas DataFrames. Demo Installation Ins

Adam Rose 2.8k Dec 24, 2022
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

AutoViz Automatically Visualize any dataset, any size with a single line of code. AutoViz performs automatic visualization of any dataset with one lin

AutoViz and Auto_ViML 1k Jan 02, 2023
Geospatial Data Visualization using PyGMT

Example script to visualize topographic data, earthquake data, and tomographic data on a map

Utpal Kumar 2 Jul 30, 2022
Geocoding library for Python.

geopy geopy is a Python client for several popular geocoding web services. geopy makes it easy for Python developers to locate the coordinates of addr

geopy 3.8k Jan 02, 2023