How to use passing networks in soccer

How to use passing networks in soccer

One of the fondest memories I have from my childhood was when my brother and I would sit in our basement, load up FIFA 11 on the Nintendo Wii, and play a kick-off match between our two favorite teams: Arsenal and Manchester United. 4-3-3 versus the classic 4-4-2. I wasn’t much of a tactico as a six year old, but I saw the game of soccer through the lens of formations; that’s how I learned to watch the sport, and that’s how I learned to play it. That’s how everyone learns to play it. 

It wasn’t until I reached college that I began to really care about not just watching a game of soccer, but also trying to analyze it at the same time. This time, I found myself trying to focus on particular players and describe what I was seeing to better understand the match. It was in that search, spurred by my newfound interest in the game that I had loved and watched for my entire life, that I came across the passing network. The extent of my soccer stats knowledge until then was mlssoccer.com’s ‘Stats’ page and maybe the occasional FBref visit. The passing network drew me in precisely because it showed me something new about a game of soccer in the exact medium through which I learned to understand the sport: formations. It was the first data visualization I learned how to make, and it was the reason I began to think about making MLSStats what it is today. So today, I want to take a look at what passing networks are (for those that are unfamiliar), why they are useful, why they might have some drawbacks we need to keep in mind, and what they can tell us about the Major League Soccer season-to-date. 

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2024 MLS Analytics Survey

2024 MLS Analytics Survey

Every year, we update the State of MLS Analytics by putting teams into tiers based upon how many analytics staff they have. However, the number of analytics staff members doesn’t necessarily say anything about the quality of work that a club is producing or if analytics is being incorporated into team decision making. And unfortunately, we can never really know what is going on inside a club’s analytics department. For the second year, we decided to do the best we could to get behind the scenes and asked club analytics staff for their input.

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Over the last few years, analytics in MLS has been turned on its head. Whereas ten years ago if a team had one person “doing analytics” it was a big deal. Now, questions are asked if a club doesn’t and it is not uncommon for clubs to have multiple people on staff. The Tiers of MLS Analytics are now based upon the number of full time analytics staff members a club employs.

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The Thomas Rongen Line

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How good or bad is a soccer coach? For most of the world, it’s a hard metric to determine. Because the squads for teams vary so highly based on the amount of money the team can spend (e.g., Manchester City alone has a roster valued, conservatively, more than the entire rest of the Football League combined), it can be difficult to determine if a manager is successful due to their efforts, or due to a hyper-talented team. Points Per Game (PPG) is not adequate.

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