football data analysis Tag

At the end of every season, one ranking inevitably captures the spotlight: the goalscoring table. The logic seems straightforward. More goals should mean better attacking performance. But football is rarely that simple. While total goals provide an important starting point, they reveal very little about how...

Football loves acceleration. Sprints.Explosive runs.Maximum speed.High-speed distance. But our data show something that should change the conversation: At medium intensity, players accelerate more than they decelerate.At high intensity, the game flips. At high intensity, football becomes dominated by deceleration. Not slightly. Clearly. Across professional players: High intensity total: +61% more decelerations than accelerations High...

Most football analysis tries to answer the same question: What metrics explain winning? But for coaches, that question is often too generic. A better question is: What changes when my team wins compared with when my team loses? That small shift matters. Because the same metric can mean very different things...

Running more can mean two very different things in football. Sometimes it means you are hurting the opponent. Sometimes it means the opponent is hurting you. That is why high-intensity distance should never be interpreted as a simple “more is better” metric. Its meaning depends on the...