Rating. Year. Manchester City. Bayern München. Paris Saint-Germain. Liverpool. Barcelona. Real Madrid. Tottenham Hotspur. Juventus.

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2 0.246 Rating Manchester City Bayern München Year Paris Saint-Germain Liverpool Barcelona Real Madrid Tottenham Hotspur Juventus Manchester United Chelsea Year Football Player Ratings, 2019, by Lars Magnus Hvattum. Flag icon from 2

3 1001 Manchester City Bayern München Paris Saint-Germain Liverpool Barcelona Real Madrid Tottenham Hotspur Juventus Manchester United Chelsea

4 Arsenal Borussia Dortmund Atlético Madrid Ajax Napoli Roma Inter Milan Sevilla Porto Valencia

5 Milan RB Leipzig Olympique Lyonnais Eintracht Frankfurt Everton Benca Leicester City Borussia M'gladbach Guangzhou Evergrande Hoenheim

6 Atalanta PSV Eindhoven Bayer Leverkusen Lazio Monaco Galatasaray Watford Schalke Crystal Palace Villarreal

7 West Ham United Shakhtar Donetsk Athletic Bilbao Olympique Marseille Club Brugge Real Betis Wolfsburg Getafe Brighton Hove Albion Salzburg

100 51 Be³ikta³ 23 30.0 0.138 0.086 100 52 Shanghai SIPG 17 28.4 0.106 0.085 100 53 Fulham 26 27.4 0.103 0.084 100 54 Zenit 27 27.3 0.103 0.084 100 55 Fiorentina 24 25.4 0.100 0.

8 Be³ikta³ Shanghai SIPG Fulham Zenit Fiorentina Newcastle United Celtic Wolverhampton Wanderers Sporting CP Olympiakos Piraeus

100 61 CSKA Moskva 25 26.5 0.107 0.081 100 62 Real Sociedad 27 26.1 0.102 0.080 100 63 Istanbul Basaksehir 24 29.7 0.131 0.080 100 64 Fenerbahçe 27 29.6 0.120 0.079 100 65 Hertha BSC 22 26.3 0.

9 CSKA Moskva Real Sociedad Istanbul Basaksehir Fenerbahçe Hertha BSC AFC Bournemouth Southampton Bordeaux Sampdoria Burnley

100 71 Stuttgart 22 27.5 0.102 0.068 100 72 Köln 23 26.9 0.081 0.068 100 73 Espanyol 21 28.5 0.096 0.067 100 74 Feyenoord 23 27.5 0.108 0.067 100 75 Celta de Vigo 25 26.4 0.086 0.

10 Stuttgart Köln Espanyol Feyenoord Celta de Vigo Genk Boca Juniors Leganés AEK Athens Torino

11 Dinamo Zagreb Dynamo Kiev Stoke City Werder Bremen Girona København Augsburg Atlanta United Mainz Slavia Praha

12 Deportivo Alavés Spartak Moskva West Bromwich Albion Saint-Étienne Rubin Kazan Krasnodar Bologna Hannover PAOK Malmö FF

1001 Neymar 26 F Paris Saint-Germain 20987 0.326 0.317 100 16 Marco Verratti 26 M Paris Saint-Germain 21509 0.250 0.248 100 32 Adrien Rabiot 23 M Paris Saint-Germain 14095 0.241 0.

13 1001 Neymar 26 F Paris Saint-Germain Marco Verratti 26 M Paris Saint-Germain Adrien Rabiot 23 M Paris Saint-Germain Marquinhos 24 D Paris Saint-Germain Layvin Kurzawa 26 DM Paris Saint-Germain Ángel di María 30 MF Paris Saint-Germain Edinson Cavani 31 F Paris Saint-Germain Alphonse Aréola 25 G Paris Saint-Germain Julian Draxler 25 MF Paris Saint-Germain Dani Alves 35 DMF Paris Saint-Germain

14 1003 Thomas Müller 29 F Bayern München David Alaba 26 DM Bayern München Robert Lewandowski 30 F Bayern München Thiago Alcántara 27 M Bayern München Jérôme Boateng 30 D Bayern München James Rodríguez 27 MF Bayern München Mats Julian Hummels 30 DM Bayern München Kingsley Coman 22 F Bayern München Joshua Kimmich 23 M Bayern München Javi Martínez 30 DM Bayern München

15 1007 Bernardo Silva 24 MF Manchester City Kyle Andrew Walker 28 D Manchester City Ederson 25 G Manchester City Leroy Sané 23 MF Manchester City Danilo 27 DM Manchester City Nicolás Otamendi 30 D Manchester City David Silva 33 M Manchester City Gabriel Jesus 21 F Manchester City Kevin de Bruyne 27 MF Manchester City Raheem Sterling 24 MF Manchester City

CIES Football Observatory Monthly Report Issue 21 - January Who will be champion? A predictive analysis of performance. 1.

CIES Football Observatory Monthly Report Issue 21 - January 2017 Who will be champion? A predictive analysis of performance Drs Raffaele Poli, Loïc Ravenel and Roger Besson 1. Introduction The 21st Monthly