McKay Johns Profile picture
Teaching and learning about ai, sports, and code. https://t.co/urWKWJkyWW

Feb 17, 2021, 29 tweets

Here is a list of all of the tutorials I have created so far to make it easier to find and access them:

How to scrape understat:

How to create a pitch:

How to create pass maps:

How to create heatmaps:

How to create shot maps:

How to create pass networks:

How to create xG flow charts:

Linear Regression:



How to create convex hulls:

How to create beeswarm plots:

How to create waffle plots:

Voronoi Diagrams

Radar charts:

KMeans clustering

Getting Statsbomb Data with their API

@FC_Python python event tagging tool

Moving Averages

Bumpy charts

Pizza Plots

Create Custom Colormaps

Player dashboards pt 1 - intro to grid spec

Dashboards pt 2

How to Get Data From FBREF

Ultimate Guide to Pandas for Data Science/Analytics

Calculate Progressive Passes

Methods for cleaning data in Python

List Comprehension

Updated pitch creation with mplsoccer

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