With Or Without You (WOWY): a plus-minus alternative for soccer

With Or Without You (WOWY): a plus-minus alternative for soccer

Plus-minus measures the impact of a player on their team’s performance. Originally invented by hockey general managers, every player on the ice is awarded a plus when their team scores a goal while every opponent player on ice gets a minus. The higher the plus-minus rating, higher the net positive of goals scored for a player’s team. In terms of plus-minus, the beste player has the highest plus-minus score, and the worst player has the lowest. Plus-minus has also been modified for use in basketball, first by 82games, and now more famously by ESPN

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Breaking the Unbreakable: LAFC is Dominating MLS but Can Anybody Stop Them?

Breaking the Unbreakable: LAFC is Dominating MLS but Can Anybody Stop Them?

LAFC aren’t just good. They are a force.

They have 1.43 Expected Goal (xG) differential per game. No team in MLS history has had more than 1 xGD/game since 2013. LAFC’s xGD is only 0.12 fewer than Atlanta United’s and Red York Red Bulls’ COMBINED. Granted, we haven’t finished even half of the schedule. Things may change comes the last part of the season when LAFC slow down to prepare for the playoffs. But for now, you are witnessing the best team MLS has ever produced. They don’t just beat you, they obliterate you. 

The Supporter Shield is as good as gone; our prediction model gives LAFC 76% to win the league. But MLS is about the playoffs. In the new single game format, you only need to get lucky once. Every team has weaknesses. You just need to find those cracks.

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Lost in Transition

Lost in Transition

Chris Armas is fighting a losing battle; in 2018, Jesse Marsch’s Red Bulls were one of the best teams in MLS. Their expected goal differential (xGD) was the fourth best since 2016, only behind Toronto (2016), Atlanta United (2018), and Los Angeles FC (2019). They were so good that many are sure that had Marsch stayed, they would have won the MLS Cup last year. Anything less than that was seen as a failure, which made a peaceful transition to a new era almost impossible in the critics’ eyes.

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Vancouver Whitecaps 2019 Season Preview

Vancouver Whitecaps 2019 Season Preview

The Vancouver Whitecaps' 2018 season was dull. Their biggest highlight last season wasn't Alphonso Davies's dazzling dribbles, nor his record-breaking sale to Bayern Munich. It certainly wasn't their dirty laundry washing exercise in the form of a season-ending press conference. The players must have found out the management had decided to clean house before they publicly lashed out at each other.  The decision to rebuild is painful, but it was also Vancouver's best accomplishment last year.

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Postseason Preview: RBNY

Postseason Preview: RBNY

The New York Red Bulls have enjoyed an excellent season. They are second in the league and have grabbed the highest number of points in the club history. They surely have an eye on the biggest prize.

The Red Bulls are famous for their high pressing approach and frenetic pace. Their chaotic gameplay masks their articulated execution in the offensive phase. The Red Bulls suffer when they don't press, but we don't know what aspect of the game their pressing effects. With the playoffs' seeding almost decided, we can now get a glimpse of how the Red Bulls should approach their potential opponent.

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Chris Armas’ transformation of the New York Red Bulls

Chris Armas’ transformation of the New York Red Bulls

Coaching the New York Red Bulls must be a dream for most managers in North America's soccer circle, but Chris Armas also has had one of the toughest tasks in MLS. A mid-season takeover is never easy, let alone the takeover of a contender from the legendary Jesse Marsch. The Red Bulls organization may have boasted that they focus on the same pressing style starting from the academy, but everyone has their own unique ideas they want to implement. Armas is treading a fine line: he is introducing new elements while also keeping what was working for Marsch. The Red Bulls are still playing a similar style of soccer, so it appears Armas has been making quantitative, rather than qualitative, changes. Deciphering those changes will require some analytics techniques.

I first look at how New York has fared under the two managers using different variants of Expected Possession Goal (xPG). I recommend you read that full article, but in short it’s a score that measures the risks a team bears vs the rewards it creates. In short, Negative xPG measures the risks a team bears, while Mistake xPG measures the amount of turnovers a team commits from those risks.

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Quantifying Successful Possession (xPG)

Quantifying Successful Possession (xPG)

Some elements of soccer don’t present a clear and direct interaction with the shot, such as the tactical or the formational change. You can use the location of the players to decipher the shape of a team, but how do you measure the efficiency and the individual contribution of each position? To this end, we developed an xG-based score – Expected Possession Goal (xPG) – that is dependent on the location of the ball but not the shots creation.

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Tiny Differences: How Changing Small Things Can Have Big Consequences

Tiny Differences: How Changing Small Things Can Have Big Consequences

Short passes dominate every soccer game. They are the most abundant on-the-ball action. But the variation in short pass accuracy is small; the difference in short pass success rates between the best and the worst team in MLS is 13%. For a typical game with about 400 short passes, the difference represents 52 more successful attempts, or one extra pass every two minutes. How much impact can these extra passes have?

Atlanta United is especially dependent on short passes that lead to shots. What would a few more short passes mean for their offense? Yankee Stadium is a tough place for any visiting team. Critics say that it is too small, and only New York City FC play well there. How exactly do they take advantage of the home turf?

The best way to approach these questions other than watching thousands of clips is to make a model with data and use it to examine or even predict what a team excels or suffers. There isn’t one... yet. Can we make one?

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Pressing, Defensive Lines, and What Defensive Actions Correlate with Goals

Pressing, Defensive Lines, and What Defensive Actions Correlate with Goals

How do you analytically measure a high defensive line and defensive pressing (see StatsBomb pressing index and Jamon's piece from a couple weeks ago)? Do we have enough data and information to analyze this behavior? If we do, how do these tactics impact the performance of a team?

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