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Digital Atlas

The Digital Atlas is an exclusive tool developed by the CIES Football Observatory allowing anyone to compare the squad make-up of teams in 31 top division leagues of UEFA member associations. All indicators are weighted according to minutes played by footballers in domestic league matches having taken place during the last six months. The data is updated every month. For more information, please contact us at football.observatory@cies.ch.

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Digital Atlas

The Digital Atlas is an exclusive tool developed by the CIES Football Observatory allowing anyone to compare the squad make-up of teams in 31 top division leagues of UEFA member associations. All indicators are weighted according to minutes played by footballers in domestic league matches having taken place during the last six months. The data is updated every month. For more information, please contact us at football.observatory@cies.ch.