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Ranking Soccer Players By Following the Bouncing Ball
sciencehabit excerpts from an interesting report on statistics for soccer, in the stats-obsessed world of sports: "Only a handful of soccer ranking systems exist, most of which rely on limited information: the number of goals scored in a match, the number of goals assisted, and some indices of a match's difficulty and importance. ... So researchers turned to an unlikely source: social networks. Applying the kinds of mathematical techniques used to map Facebook friends and other networks, the team created software that can trace the ball's flow from player to player. As the program follows the ball, it assigns points for precise passing and for passes that ultimately lead to a shot at the goal. Whether the shot succeeds doesn't matter. Only the ball's flow toward the goal and each player's role in getting it there factors into the program's point system, which then calculates a skill index for each team and player."
Of course, this is an incomplete metric for player worth.
How about off-ball activity that contributes? Moving across a zone or defender to clear space for someone who actually handles the ball? What about the guy who makes a brilliant cut but doesn't get served well by a teammate, so never handles the ball?
What about defense?
Never mind the fact that this metric would be biased against Italian league players, where ball control and quality opportunities is more important than number of shots. You could game this system very easily by cranking shots from 30 yards.
Soccer doesn't lend itself well to statistical analysis of players. That's one of the things that makes it a beautiful sport and fun to discuss, IMO.
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assigns points for precise passing and for passes that ultimately lead to a shot at the goal
calculates a skill index for each team and player.
Wow, that's really going to tell you about a players defensive skills, isn't it.
Not that those could possibly important in a game where usually only one or two balls make it to the net the whole game. I mean, it's not like defense would play much of a role there.
But that could be because both teams played AMAZINGLY well.
Or it could be because one player messed up a lot on each team (the one that actually shot).
Basically, this is just software that analyzes individual players performance leading up to shots - assists. Their JOB is to get the ball up to the striker. Their job is not necessarily to actually score. The scorers, though, get all the glory. Perhaps this software will help that?
It is less flawed than the current methods mentioned in the summary. In fact, it does MORE to measure the team effort than a metric like goals scored. This is what we might call an incremental improvement. /facepalm
NFL football is more like a blend of chess and raw violence.
If NFL football is chess, soccer is go. The difference? It actually requires talent to be good at goh, whereas a supercomputer can beat anyone at chess. Skilled athletes excel at soccer, overweight drug addicts who should have failed out of high school win football games.
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Under those circumstances, Spain played an amazing game against Switzerland this week: Hundreds of accurate passes that ended in shots. More passes in one half than most teams make in an entire game. And yet, they didn't score, and lost the game against a team that had 25% ball position, but actually managed to score.
It would also mean that every Italian national team from the last 30 years happens to be terrible, despite their world championship titles.
Yes, in general the team with the longest possession, most corner shots and most penalties (in an offensive, goal-able position) for them usually wins. There are already a few comparable statistics in place to gauge whole teams, but estimating the "game value" of a certain player is often rather hard. A player may be "valuable" just by being on the field without a single ball contact. There are players who have to be covered tightly so they CANNOT touch the ball and cannot be a sensible place to pass to, because there is ALWAYS an opponent with him. His value lies in the ability to tear apart the defense of the opponent because he has to have a watchdog, often two. He will not be counted as "valuable" in this new scoring system, even though he is probably one of the most valuable players in the team.
It's like using yards carried for football and considering the offense line useless because they don't really carry the ball anywhere.
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I call that other game "American Rugby," since that's what it is.
Changa hates change.
Any football fan will tell you that when two teams play AMAZINGLY well the result will be more like 5-5 rather than 0-0.
I strongly disagree. There is much more than offense to consider in a good game of football. If the game results 5-5 it is rather clear that both defenses have failed at their job. Even a game ending 0-0 can be extremely interesting to watch for a football connoisseur. Football is not just about making goals, it's also about not conceding them.