Tuesday, July 1, 2014

Does Defense Win World Cups?



I overheard a conversation between coworkers and the phrase "defense wins world cups" was spoken.  I decided to do some investigation.

I found this cool site:


Average goals per game overall: 2.85

Average goals in the years that they won:

Brazil:: (1958, 2.67), (1962, 2.33), (1970, 3.17), (1994, 1.57), (2002, 2.57)
Italy: (1934, 2.4), (1938, 2.75), (1982, 1.71), (2006, 1.71)
Germany: (1954, 4.17), (1974, 1.86), (1990, 2.14)
Argentina: (1978, 2.14), (1986, 2)
Uruguay: (1930, 3.75), (1950, 3.75)
France: (1998, 2.14)
Spain: (2010, 1.14)
England: (1966, 1.83)

Average championship goals:  2.41

It seems that overall the champions do score less goals than the average but that data might be skewed because the champions spend more time in the knockout stages vs the group stage where goals in general are fewer.  The defensive mindedness of teams overall goes up and therefore goals scored goes down.  If you’re opponent turtles, you will not score as many goals but that does not mean your offense isn’t the most potent.
If you filter to just the group stage:

Brazil:: (1958, 1.67), (1962, 1.33), (1970, 2.67), (1994, 2), (2002, 3.67)
Italy: (1934, 7), (1938, 2), (1982, 1.4), (2006, 1.67)
Germany: (1954, 3.5), (1974, 1.83), (1990, 3.33)
Argentina: (1978, 2), (1986, 2)
Uruguay: (1930, 2.5), (1950, 4.33)
France: (1998, 3)
Spain: (2010, 1.33)
England: (1966, 1.33)

Average goals by champions in their group stage: 2.56

Overall goals: 2.85, overall group goals: 2.77

Yes, it appears that the championship teams score more goals in the group stage than thereafter (turtling down is real).  However, it does not appear that even in the group stage they are above average.  There are several variables which I would analyze before drawing a conclusion.  The main is filtering by year.  At some point, the modern era of futbol came and the strength of opponents and the tournament no longer allowed things like Italy’s 7 goal average in the group stage of 1934.  Also, because a team plays more defensively, doesn’t mean that their offense isn’t better than the other guys and if you have a potent offense, it reflects in possession time, allowing the other team less time to attack.  Therefore a good offense would be correlated to the other team scoring less goals and therefore reflect in this data as better defense.  I would suspect that overall goal scoring has gone down (vs time) but I would be surprised if the winners of world cups didn’t (on average) have better than average offense of the world cup teams of that year.

Ideally, FIFA would have an offensive and defensive ranking of teams that one could correlate to world cup wons.  Here’s some data, at least from the NFL:


At least, in the NFL, offense wins championships.

Those old sayings need to be proved and contextualized, like “drive for show and putt for dough”.  Turns out driving distance is the best indication of monetary winnings and winning tournaments in golf (more than putting or accuracy).  You saw what happened to Mexico on Sunday.  Defense isn’t always the answer, only sometimes, just like offense.  Strategy needs to be evaluated contextually and continually.

I wish FIFA had the officiating, reviews and data tracking that the NFL does.  At minimum, there is always one important fact: to win, you need to score more goals than the other team.

In the end, I think any strategy or characteristic of what constitutes a win or a loss needs to be examined critically before generalized and should also be used contextually because how and when you use a strategy is as or more important as its execution itself.

Monday, January 6, 2014

Insignificance

I visited a planetarium with part of my family this past weekend as our flight was delayed and we had several hours to kill.  Most of it was review of things I had studied/ read before but one thing that struck me profoundly was the insignificance of us all.  Most of the things we spend our time on have little to no value on a cosmic scale.  I thought about Steve Job's desire to "Put a ding in the Universe".  That is a very high goal.

It seems that we as a society are functioning for the most part with a very short time-horizon in mind.  It made me wonder if we too are doomed to be a failed experiment.  Of the billions of civilizations that are among the stars, what makes some of them last longer than others?  The dinosaurs had several hundred million years on top, what makes us believe we are going to do better?  Are we any better prepared for astroids, the death of our sun or the impending collision with Andromeda?  Or some other truly life ending event that we have yet to perceive?

One nice thing about these questions is that they really help put our daily activities into perspective.  How many of us are working on things that are not transitory?  Or more relevant is on what time scale are the things we working on irrelevant? 

It really puts a bad Monday into perspective.

At least ideas having no matter or energy to decay or transform are exempt from the overwhelming  juggernaut of entropy.  They are the best we can do for now.