The 539th Weekly Post presents the hundred U23 players not yet under contract with one of the ten most powerful clubs worldwide* with the top estimated transfer value according to the CIES Football Observatory’s statistical model.

The 538th CIES Football Observatory Weekly Post presents the global ranking of clubs whose squad management is most focused on the long term, based on an index combining four indicators : the number of players used in league matches over the last three years (the lower the better), the average stay of current players in the first team squad, the average remaining contract length of those same players, and their average age at the time of signing (the lower the better).

The 537th CIES Football Observatory Weekly Post presents the 100 teams in the world with the highest aggregate transfer value of players owned, estimated according to our statistical model. Chelsea tops the ranking with a total of €1,732 million spread across 54 players, ahead of Manchester City (€1,608 million, 47 players) and Real Madrid (€1,541 million, 36 players).

The 536th CIES Football Observatory Weekly Post presents the players having scored or assisted the most goals in matches played over the last year in 67 leagues around the world.

The 535th CIES Football Observatory Weekly Post ranks teams from 56 leagues around the world according to the level of pressure exerted on opponents. This was calculated using the following Impect data : distance from own goal of presses applied, speed of interrupting opponent possessions, frequency of defensive actions with respect to passes conceded, and propensity to commit fouls in the final third when not in possession.

The CIES Football Observatory is pleased to present the exclusive Gradient data on running speeds of players from teams still competing in the UEFA Champions League. The 534th Weekly Post displays the 20 fastest players (maximum speed in the competition) for five position categories, as well as the distribution of their distances per speed.