Johncomonitski – Medium

Johncomonitski

Johncomonitski

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Apr 1

Building a Simple EPV Model to Evaluate Player Decision Making

Building an Expected Pass Value (EPV) model using the Football Match Analysis Library in only 12 lines of code!

Building a Simple EPV Model to Evaluate Player Decision Making

Johncomonitski

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Mar 14

Generating Footballing Event Data From Match Tracking Data

Automatically generating football event data from match tracking data with an eye towards a future where tracking data from football any…

Generating Footballing Event Data From Match Tracking Data

Johncomonitski

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Feb 17

An Ecological Solution to Opta Killing FBRef’s Football Statistics

Utilizing the concept of indicator species from ecology to evolve as a amateur football analyst in a post-FBRef footballing environment.

An Ecological Solution to Opta Killing FBRef’s Football Statistics

Johncomonitski

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Feb 4

Key Passes and Disrupting Crucial Build Up Patterns

Analyzing a team’s passing patterns via their event data with the goal of understanding which players are most influential in the…

Key Passes and Disrupting Crucial Build Up Patterns

Johncomonitski

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Aug 16, 2025

Younger, Better & Cheaper Scouting Analysis

Using Soccer API to perform the 21st Club’s Younger Better & Cheaper style of scouting analysis and identify for Union Berlin a potential…

Younger, Better & Cheaper Scouting Analysis

Johncomonitski

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Jun 9, 2025

Machine Learning & Computer Vision, A Better Match Tactician Than Pep Guardiola

Machine learning and computer vision have brought tracking data to the football masses and it opens up the door to a new data revolution in…

Machine Learning & Computer Vision, A Better Match Tactician Than Pep Guardiola

Johncomonitski

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Feb 23, 2025

Data Driven Scouting With Python and Soccer API

In 2025, wannabe sports data analysts like myself are spoiled. Websites like FBRef, Transfermarkt, and Understat allow us to research…

Data Driven Scouting With Python and Soccer API

Johncomonitski

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Jun 23, 2024

The USMNT’s 2024 DVpC and Why the Pulisic Might Be Overrated

A dive into USMNT’s 2024 Defensive Value statistics and the truths it reveals about this record setting season for US Internationals

The USMNT’s 2024 DVpC and Why the Pulisic Might Be Overrated

Johncomonitski

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May 11, 2024

Using K-Means Clustering to Tier List World Football

How I used K-Means Clustering and TransferMarkt Market Values to cluster 26 leagues across world and sort them into a Tier List.

Using K-Means Clustering to Tier List World Football

Johncomonitski

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Mar 9, 2024

Can Resigning A Top Player Doom A Club?

Is it possible to have a player thats too good for your team? Perhaps even too good the league? As the salary cap looms ominously over…

Can Resigning A Top Player Doom A Club?

Johncomonitski

Johncomonitski

🎥 Tiktoker, 🧟 Ex-Zombies YTuber, 🖥️ Dev, 🐍 Doop Die Hard --- I do way to many things (this included). Here's where I'll be writing about soccer analytics!

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