# Body Data of Bundesliga Players by Position

As promised last week, here’s my follow up post with a look at the body data of Bundesliga players according to their positions. I aggregated the data I collected from whoscored.com last week and calculated the average age, height, weight and BMI for each position.

The difficulty of an analysis by position arises from the natural fact, that some players can and do play on more than just one position or at least some variation of it. 163 out of 546 players in the data set have played at least two different positions during the past season. Therefore it is necessary to determine how to deal with this noise in the data. Aggregating data on a higher level would not be a good solution. Imagine summarizing centre backs (D(C)), left (D(L)) and right backs (D(C)) into one position: Putting together lively full backs and heavyset center backs would ruin a lot of the expected insight.

So what did I do about it? If a player played more than just one position in the last season, I made a duplicate entry for each position played. So if for example Thomas Müller played as an offensive midfielder in the center, left and right and as a forward, he has four entries in the data set which I used for analysis. I also removed those players from the data set, who were members of a team, but didn’t have any appearences on the field. So all results presented in the following diagrams can be interpreted as the mean values for body data of players who had at least one appearance on the respective position in the past season. The data set used for the analysis can be downloaded here.

## Age and Position

Looking at the following diagram, the reader might ask why midfielders (M) and defenders (D) are much younger on average. This is more a less a statistical artifact due to the fact that the database at whoscored.com isn’t able to further specificate the position for players with few appearances. Therefore the players summarized under these positions are mostly younger ones. The same is true for forwards (FW), but there is no further specification for their position (center, left or right).

Over all, there is not a big difference regarding the age by position. Besides goalkeepers (GK) being the oldest on average, there might be a slight tendency to staff the more defensive positions with older players. Maybe this is where routine comes into play. We all know that a single defensive mistake can often have a more serious effect on the result than those in the opponent’s half of the field.

Average Age of Bundesliga Players by Position in Years

## Goalkeepers are the tallest on the field

As I suggested in my last post, goalkeepers are indeed the tallest on average. They also have the highest mean weight and BMI. This is not surprising if one considers their job to keep their goal clean. Some extra centimeters make it much easier to block a higher share of shots coming towards them. Some extra weight, as long as it has no effect on their ability to reach the farest corners of the goal, can help them to dominate their six-yard-box.

Average Height of Bundesliga Players by Position in cm

## Heavyweight in the Penalty Box

Their men in front, the centre backs (D(C)), are the second tallest and heaviest on the field. With regard to the height of their natural opponents, a decent height is necessary for the upkeep of air dominance. Forwards are smaller and lighter than centre backs, but surmount all other positions. They seem to have the body requirements to hold against the defenders in the penalty box. So it doesn’t surprise, that players deployed as defensive midfielders (DM(C)) are the next tallest and heaviest.

Average Weight of Bundesliga Players by Position in kg

## Midfielders and Full Backs

The left and right backs are smaller in comparison to their centre back colleagues, with an average height and weight that resembles the body data of midfielders. Differences between the various positions in the (attacking) midfield and full backs are marginal. Similar physical requirements such as speed or technical skills might be a reason for that and an explanation why many full backs are deployed as attacking midfielders and vice versa from time to time.

So what can we get out of this analysis? At least there seems to be a connection between the physical appearance of a professional football player and the positions he’s playing. So I’m pretty sure now why I spend almost all of my football „career“ as a defender. Not to mention that reflexes like a railway crossing gate didn’t give me a chance to aim at the goalkeeper’s position.

by Tobias Wolfanger