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
Data science project for exploratory analysis on the kcse grades dataset (Kamilimu Data Science Track)

Kcse-Data-Analysis Data science project for exploratory analysis on the kcse grades dataset (Kamilimu Data Science Track) Findings The performance of

MUGO BRIAN 1 Feb 23, 2022
These data visualizations were created for my introductory computer science course using Python

Homework 2: Matplotlib and Data Visualization Overview These data visualizations were created for my introductory computer science course using Python

Sophia Huang 12 Oct 20, 2022
Python package for hypergraph analysis and visualization.

The HyperNetX library provides classes and methods for the analysis and visualization of complex network data. HyperNetX uses data structures designed to represent set systems containing nested data

Pacific Northwest National Laboratory 304 Dec 27, 2022
Data parsing and validation using Python type hints

pydantic Data validation and settings management using Python type hinting. Fast and extensible, pydantic plays nicely with your linters/IDE/brain. De

Samuel Colvin 12.1k Jan 06, 2023
基于python爬虫爬取COVID-19爆发开始至今全球疫情数据并利用Echarts对数据进行分析与多样化展示。

COVID-19-Epidemic-Map 基于python爬虫爬取COVID-19爆发开始至今全球疫情数据并利用Echarts对数据进行分析与多样化展示。 觉得项目还不错的话欢迎给一个star! 项目的源码可以正常运行,各个库的版本、数据库的建表语句、运行过程中遇到的坑以及解决方式在笔记.md中都

31 Dec 15, 2022
Make sankey, alluvial and sankey bump plots in ggplot

The goal of ggsankey is to make beautiful sankey, alluvial and sankey bump plots in ggplot2

David Sjoberg 156 Jan 03, 2023
demir.ai Dataset Operations

demir.ai Dataset Operations With this application, you can have the empty values (nan/null) deleted or filled before giving your dataset to machine le

Ahmet Furkan DEMIR 8 Nov 01, 2022
A Simple Flask-Plotly Example for NTU 110-1 DSSI Class

A Simple Flask-Plotly Example for NTU 110-1 DSSI Class Live Demo Prerequisites We will use Flask and Ploty to build a Flask application. If you haven'

Ting Ni Wu 1 Dec 11, 2021
Collection of data visualizing projects through Tableau, Data Wrapper, and Power BI

Data-Visualization-Projects Collection of data visualizing projects through Tableau, Data Wrapper, and Power BI Indigenous-Brands-Social-Movements Pyt

Jinwoo(Roy) Yoon 1 Feb 05, 2022
A collection of 100 Deep Learning images and visualizations

A collection of Deep Learning images and visualizations. The project has been developed by the AI Summer team and currently contains almost 100 images.

AI Summer 65 Sep 12, 2022
View part of your screen in grayscale or simulated color vision deficiency.

monolens View part of your screen in grayscale or filtered to simulate color vision deficiency. Watch the demo on YouTube. Install with pip install mo

Hans Dembinski 31 Oct 11, 2022
Simple and fast histogramming in Python accelerated with OpenMP.

pygram11 Simple and fast histogramming in Python accelerated with OpenMP with help from pybind11. pygram11 provides functions for very fast histogram

Doug Davis 28 Dec 14, 2022
The plottify package is makes matplotlib plots more legible

plottify The plottify package is makes matplotlib plots more legible. It's a thin wrapper around matplotlib that automatically adjusts font sizes, sca

Andy Jones 97 Nov 04, 2022
Declarative statistical visualization library for Python

Altair http://altair-viz.github.io Altair is a declarative statistical visualization library for Python. With Altair, you can spend more time understa

Altair 8k Jan 05, 2023
Custom Plotly Dash components based on Mantine React Components library

Dash Mantine Components Dash Mantine Components is a Dash component library based on Mantine React Components Library. It makes it easier to create go

Snehil Vijay 239 Jan 08, 2023
plotly scatterplots which show molecule images on hover!

molplotly Plotly scatterplots which show molecule images on hovering over the datapoints! Required packages: pandas rdkit jupyter_dash ➡️ See example.

150 Dec 28, 2022
Fast 1D and 2D histogram functions in Python

About Sometimes you just want to compute simple 1D or 2D histograms with regular bins. Fast. No nonsense. Numpy's histogram functions are versatile, a

Thomas Robitaille 237 Dec 18, 2022
Python toolkit for defining+simulating+visualizing+analyzing attractors, dynamical systems, iterated function systems, roulette curves, and more

Attractors A small module that provides functions and classes for very efficient simulation and rendering of iterated function systems; dynamical syst

1 Aug 04, 2021
Create Badges with stats of Scratch User, Project and Studio. Use those badges in Github readmes, etc.

Scratch-Stats-Badge Create customized Badges with stats of Scratch User, Studio or Project. Use those badges in Github readmes, etc. Examples Document

Siddhesh Chavan 5 Aug 28, 2022
在原神中使用围栏绘图

yuanshen_draw 在原神中使用围栏绘图 文件说明 toLines.py 将一张图片转换为对应的线条集合,视频可以按帧转换。 draw.py 在原神家园里绘制一张线条图。 draw_video.py 在原神家园里绘制视频(自动按帧摆放,截图(win)并回收) cat_to_video.py

14 Oct 08, 2022