We're Gonna Celebrate and Have a Good Time
/Tracking data is the next frontier in soccer analytics. Now that we have access to the location of every player on the field updated 25 times per second, we can measure things like off-ball runs and defensive positioning that were mostly invisible when using only event data. Tracking data holds the potential to unlock the game’s secrets. This article is not going to solve soccer. It is going to solve something arguably even more important: who the best teammates are based on their goal celebrations.
When Metrica released their first few games of anonymized tracking data over a year ago, I first dreamed of using tracking data to revolutionize how we look at goal celebrations. However, with just a handful of games available, and unknown players and teams, this dream would have to wait. But now, thanks to Major League Soccer and Second Spectrum, American Soccer Analysis has access to tracking data from the last couple of years of MLS play and the dream of measuring player celebrations can now be realized.
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