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New Advanced Soccer Stats Site

SANTANDER, SPAIN - MARCH 11:  Lionel Messi (R) of Barcelona celebrates with Xavi Hernandez (L) after scoring his team's 2nd goal during the La Liga match between Real Racing Club and Barcelona at El Sardinero on March 11, 2012 in Santander, Spain.  (Photo by Denis Doyle/Getty Images)

Ok, I know this is off-topic, but I've been talking to a guy at work about Barcelona soccer and I decided to get back to running some soccer stats. Here's a link to the new stats site, at EPLtables.com. Let me know what you think.

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EPL: Persistence of Possession

In our NHL analysis, we spend a lot of time looking at shot ratios (Corsi, Fenwick, etc...) as a proxy for puck possession or offensive zone time. These are fairly consistent quantities from year-to-year, and teams retain nearly 60% of their performance:

Yoy_nhl_shooting_medium

Compare that to ball possession in soccer:

Yoy_passing_medium

EPL teams have virtually zero year-to-year variation in ball possession. If you know how a team did last year, then you've got a pretty good idea of how they'll do next year. There are other elements - goaltender talent, shooting talent, and a whole lot of luck - but teams are essentially stuck where they are. Here are teams that been in the EPL over the last four seasons:

Avg >40 >45 >50 >55 >60 Max-Min
Chelsea 63.86 4 4 4 4 4 2.17
Man Utd 61.73 4 4 4 4 4 2.92
Arsenal 61.62 4 4 4 4 4 2.30
Liverpool 61.09 4 4 4 4 2 4.13
Spurs 53.66 4 4 4 1 0 3.36
Man City 49.88 4 3 3 0 0 9.53
Everton 49.84 4 4 2 0 0 6.50
West Ham 49.49 4 4 1 0 0 4.87
Blackburn 48.09 4 3 2 0 0 11.73
Fulham 47.78 4 3 1 0 0 8.16
Man City 47.43 4 4 0 0 0 3.24
Aston Villa 46.85 4 4 0 0 0 4.39
Wigan 46.46 4 2 1 0 0 10.68
Bolton 41.28 2 1 0 0 0 13.10

Obviously there are structural reasons why Chelsea, Man United, Arsenal and Liverpool dominate play, but most teams are trapped in a very small range of performance regardless of year-to-year changes they make to their teams. It's unfortunate that we don't have passing and possession data for the NHL - we could see if this is an equivalently-persistent skill in hockey. It seems unlikely, but having pass information as opposed to just shots as we do today would leave us much less at the mercy of luck.

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How Unlucky is Everton?

BIRMINGHAM ENGLAND - AUGUST 29:  Tim Howard of Everton  makes a save from a shot by Ashley Young  of Aston Villa during the Barclays Premier League match between Aston Villa and Everton at Villa Park on August 29 2010 in Birmingham England.  (Photo by Phil Cole/Getty Images)

In terms of ball possession when the game is tied, Everton is 4th in the English Premier League. But somehow, they're in last place in the table, with zero wins in six games. What's going on?

Week Opponent Mins GF GA ShF ShA PassF PassA Result
1 Blackburn 13.9 0 1 0 2 55 21 L
2 Wolves 57.7 1 0 13 3 250 103 D
3 Aston Villa 9.4 0 1 0 1 63 15 L
4 Man Utd 46.8 1 1 13 7 178 165 D
5 Newcastle 45.4 0 1 4 9 148 163 L
6 Fulham 95.0 0 0 16 11 411 345 D
Total 268.1 2 4 46 33 1105 812
Per 90 0.67 1.34 15.44 11.08 371 273
Ratio 33.3 58.2 57.6

In five of their six games thus far, Everton has, for the most part, controlled the play when the game was tied, which has given them a huge lead over their opponents in the shots department. With average luck, they'd probably be 5th in the table today. But they gave up two goals on three shots against Blackburn and Aston Villa, which made it fairly difficult for them to come away with many points in those two games. At the same time, they dominated Wolves, Man United and Fulham and didn't win any of those games.

Make no mistake - Everton is a good team. You're welcome to think that Tim Howard will keep giving up goals at this rate, but I'd bet against it. At the same time, their next three games are against tough opponents, and it isn't until October 30 that they get an opportunity to absolutely dominate a team (Stoke). Despite their dominance, they could very easily find themselves going into that game 0-4-5.

Update:

Here are the league-wide possession numbers through Saturday's games. Everton isn't quite as good as Chelsea, but it's close:

Team Pos%
Arsenal 63.2
Chelsea 60.0
Man City 59.6
Man Utd 59.1
Everton 57.6
Aston Villa 54.8
Spurs 54.6
Liverpool 52.2
Birmingham 51.7
Newcastle 50.2
Blackpool 50.0
Fulham 49.9
West Ham 48.4
Wigan 48.0
West Brom 44.0
Wolverhampton 42.6
Bolton 42.1
Sunderland 39.8
Blackburn 35.0
Stoke 31.9

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EPL Week 1: Territory Data

Nine of the weekend's first ten games have been played, with only one upset so far (Everton losing to Blackburn Rovers.)

Territory Leader Terr% Mins Tied Outcome Terr% Mins Tied Outcome
Chelsea 80.5 6.0 W West Brom 19.5 6.0 L
Wolverhampton 71.7 37.1 W Stoke 28.3 37.1 L
Everton 68.8 13.9 L Blackburn 31.2 13.9 W
Aston Villa 64.2 15.3 W West Ham 35.8 15.3 L
Man City 62.7 95.2 D Spurs 37.3 95.2 D
Arsenal 59.4 53.9 D Liverpool 40.6 53.9 D
Sunderland 58.7 29.5 D Birmingham 41.3 29.5 D
Blackpool 55.6 16.6 W Wigan 44.4 16.6 L
Fulham 51.5 95.0 D Bolton 48.5 95.0 D

Territory-leading teams took 16 points, while losing teams took 7.

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EPL: How Controlling Territory leads to Winning

LIVERPOOL, ENGLAND - MAY 02:  Steven Gerrard of Liverpool is tackled by Frank Lampard of Chelsea during the Barclays Premier League match between Liverpool and Chelsea at Anfield on May 2, 2010 in Liverpool, England.  (Photo by Clive Brunskill/Getty Images)

Here's the main reason why I stress the importance of controlling territory in soccer. Territory percentage is essentially a measure of where a team has the ball - it takes the number of completed passes and weights them by the difficulty of completing each pass. The plot below is for the last four seasons of the English Premier League. I've taken the road team's territory percentage in every game while the score was tied and plotted it against their winning percentage - we could have looked at this as a logistic regression, but I'm showing it as bucketed data.

Epl_win_vs_terr_medium

If we look at this data at the season level, we see a very strong correlation between territory percentage and winning percentage:

Epl_season_win_vs_terr_medium

Of course, a lot of that comes from Arsenal, Chelsea, Liverpool and Manchester United having been that much better than the rest of the pack over the last four seasons. If we remove them from the sample and look only at games between the other sixteen teams in the Premier League, the r^2 at the season level drops precipitously. What doesn't change is performance at the game level: teams that control passing and territory when the game is tied also end up winning.

One thing is for certain: controlling territory (as you might have suspected) is a true talent at the team level. Here I'm showing a team's territory percentage in even and odd minutes in tied road games:

Epl_terr_even_odd_medium

This is essentially a perfect fit. There's no indication that passing and controlling territory - when the game is tied - has a major luck component to it. There are other ways to verify that, and I'll discuss that in the future. Next time, I'll take a look at how a team's ability to control territory impacts performance in head-to-head matchups.

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English Premier League Home/Road Territory Stats 2009-10

LONDON, ENGLAND - APRIL 03:  Nicklas Bendtner of Arsenal celebrates scoring a late winner during the Barclays Premier League match between Arsenal and Wolverhampton Wanderers at the Emirates Stadium on April 3, 2010 in London, England.  (Photo by Mike Hewitt/Getty Images)

You'll have to take my word for it for the moment, but one of the best indicators of a team's ability is the percentage of territory that it owned on the road with the score tied. What do I mean by 'percentage of territory'? Essentially, this is a measure of both ball possession and location during a game. The more passes you complete into dangerous areas when the game is tied, the better your team is.

Here's the 2009-10 table for the EPL, ranked by road territory%:

W L D Road% Home% Road Mins/G Tied Home Mins/G Tied
Chelsea 27 6 5 65.4 68.6 46.5 35.5
Arsenal 23 9 6 63.5 65.2 47.3 42.0
Man United 27 7 4 60.6 65.2 56.8 38.3
Liverpool 18 11 9 58.0 65.6 63.1 37.9
Spurs 21 10 7 51.3 60.2 45.4 37.6
Everton 16 9 13 47.5 59.5 47.8 61.1
Man City 18 7 13 46.7 55.3 50.8 44.1
Wigan 9 20 9 46.5 55.5 42.3 59.6
West Ham 8 19 11 46.0 46.4 44.7 49.1
Aston Villa 17 8 13 45.8 50.8 54.8 53.0
Sunderland 11 16 11 44.6 47.7 33.2 33.5
Blackburn 13 14 11 42.6 43.8 44.4 46.6
Birmingham 13 14 11 41.2 44.7 41.4 63.3
Wolverhampton 9 18 11 41.1 49.2 39.6 47.2
Fulham 12 16 10 40.5 51.2 44.5 48.7
Burnley 8 24 6 40.3 49.4 38.7 41.9
Portsmouth 7 24 7 40.1 47.7 52.5 44.7
Bolton 10 19 9 39.9 43.7 35.3 44.3
Stoke 11 13 14 38.0 37.1 62.9 54.3
Hull 6 20 12 36.8 40.5 41.2 50.8
Totals 47.7 52.3 46.7 46.7

I'll delve more into the details of these advanced metrics in the coming days...

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World Cup: Final Card Summary

CAPE TOWN, SOUTH AFRICA - JUNE 11: Nicolas Lodeiro of Uruguay (L) is shown a red card by Referee Yuichi Nishimura during the 2010 FIFA World Cup South Africa Group A match between Uruguay and France at Green Point Stadium on June 11, 2010 in Cape Town, South Africa.  (Photo by Jamie McDonald/Getty Images)

Overall, there were 270 cards handed out over 64 games:

Yellow First Second Red
Hand 18 17 1 2
Foul 176 172 4 2
Argument 9 8 1 0
Fight 1 1 0 4
Time Wasting 16 16 0 0
Excessive Celebration 2 2 0 0
Dive 6 6 0 0
Persistent Infringement 4 4 0 0
Encroachment 3 3 0 0
Professional Foul 0 0 0 1
Dissent 13 12 1 0
Dangerous Play 1 1 0 0
Off-the-Ball Foul 12 11 1 0

That's 4.08 yellows and 0.14 reds per game, which is quite a bit higher than the EPL, for example.

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World Cup: Spain's Road to Victory

PRETORIA, SOUTH AFRICA - JUNE 25:  David Villa of Spain celebrates scoring the opening goal during the 2010 FIFA World Cup South Africa Group H match between Chile and Spain at Loftus Versfeld Stadium on June 25, 2010 in Tshwane/Pretoria, South Africa.  (Photo by Ian Walton/Getty Images)

Spain displayed a surprising level of dominance throughout the World Cup. Whereas other teams might periodically not dominate possession from the moment the game started, the Spaniards never blinked.

Opponent Minutes Tied Pass F/90 Weighted Pass A/90 Weighted % Passes Weighted
Switzerland 52.3 675 153 215 41 76 79
Honduras 16.8 461 108 338 61 58 64
Chile 23.9 305 65 203 49 60 57
Portugal 63.2 602 129 255 47 70 73
Paraguay 83.1 527 107 158 33 77 77
Germany 73.6 653 150 367 65 64 70
Netherlands 122.3 414 87 207 38 67 70
Total 435.2 531 115 237 45 69 72

It seems surprising that they were less dominant during group play, putting up middling numbers (for them) against the Chileans and a weak Honduran side. But once they got up against good opponents, they made sure to control the play.

One sign of a team being way better than its opponents is its ability to control possession even when they have the lead. Normally, a team will play defensively when it's up a goal and concede the ball in order to prevent higher-quality scoring chances. Spain never really gave the ball up when it was beating most of its opponents:

Opponent Minutes Up 1 Pass F/90 Weighted Pass A/90 Weighted % Passes Weighted
Switzerland 0 0 0 0 0 0 0
Honduras 34.8 499 113 230 47 68 71
Chile 57.7 685 135 236 40 74 77
Portugal 31 494 106 296 46 63 70
Paraguay 12.3 395 79 95 20 81 79
Germany 20.8 199 48 493 106 29 31
Netherlands 6.9 26 5 157 38 14 12
Total 163.5 498 104 265 50 65 68

It wasn't until they came up against the Germans that they actually needed to back off a bit. Despite their loss to the Swiss and a few shaky moments against Paraguay, this looks like the best team's textbook path to winning the World Cup.

If anyone could have challenged Spain, it would have been Argentina or Brazil, but each of them eliminated themselves long ago with a bad game. The Dutch and the Germans simply weren't up to the task.

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