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The player similarity is identified via Euclidian Distance from the following criteria within their respective position:

Total passes = total number of passes / total number of offensive touches

Short passes = total number of short passes / total number of passes

Vertical passes = total number of vertical passes / total number of backward passes

Crosses = total number of crosses / total number of passes into the box

Switches = total number of switch passes / total number of passes

Headers = total number of headers / total number of offensive touches

Dribbles = total number of dribbles / total number of offensive touches

Shots = total number of shots / total number of offensive touches