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Team demographics in 48 leagues worldwide

2023-11-15, Poli, Raffaele, Besson, Roger, Ravenel, Loïc

This report compares 48 leagues around the world according to the demographic characteristics of the players in their squads: 31 top divisions of UEFA member associations, nine of CONMEBOL, six of AFC and two of CONCACAF: the American MLS and the Mexican Liga MX.

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Comparative study of UEFA Women’s Champions League quarter-finalists (2022/23)

2023-06-15, Poli, Raffaele, Besson, Roger, Ravenel, Loïc

This report is a comparative analysis of the composition of squads of the eight clubs having reached the quarter-finals of the 2022/23 edition of the UEFA Women’s Champions League. It notably presents the average age of line-ups fielded by each team and their league of belonging, as well as the origins of the expatriate players active in the ten main domestic leagues worldwide.