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We present a framework that gives a deep insight into the link betweenphysical and technical-tactical aspects of soccer and it allows associatingphysical performance with value generation thanks to a top-down approach.First, we estimate physical indicators from tracking data. Then, wecontextualize each player's run to understand better the purpose andcircumstances in which it is done, adding a new dimension to the creation ofteam and player profiles. Finally, we assess the value-added by off-ballhigh-intensity runs by linking with a possession-value model. This novelapproach allows answering practical questions from very different profiles ofpractitioners within a soccer club, from analysts, coaches, and scouts tophysical coaches and readaptation physiotherapists.

Is it worth the effort? Understanding and contextualizing physical metrics in soccer