K-Means · RobustScaler · k = 5

Football Player Style Clustering

Every outfield player and goalkeeper from three European leagues, described by 29 per-90 style features and grouped by K-Means into five tactical archetypes. The plot is a 2D PCA projection of the scaled feature space — pick a cluster to draw its boundary.

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Football Player Style Clustering — 2D PCA projection