├── screenshots ├── GCA.png ├── Passing.png ├── Summary.png ├── Goalkeeping.png ├── Possession.png └── DefensiveAction.png ├── .gitmodules ├── .gitignore ├── legend.txt ├── README.md ├── Data Visualization.Rmd ├── fbref_scout_extraction.py ├── similar_player_bundesliga.csv └── similar_player_ligue1.csv /screenshots/GCA.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hoyishian/footballwebscraper/HEAD/screenshots/GCA.png -------------------------------------------------------------------------------- /screenshots/Passing.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hoyishian/footballwebscraper/HEAD/screenshots/Passing.png -------------------------------------------------------------------------------- /screenshots/Summary.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hoyishian/footballwebscraper/HEAD/screenshots/Summary.png -------------------------------------------------------------------------------- /screenshots/Goalkeeping.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hoyishian/footballwebscraper/HEAD/screenshots/Goalkeeping.png -------------------------------------------------------------------------------- /screenshots/Possession.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hoyishian/footballwebscraper/HEAD/screenshots/Possession.png -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- 1 | [submodule "data/data"] 2 | path = data/data 3 | url = https://github.com/vaastav/Fantasy-Premier-League 4 | -------------------------------------------------------------------------------- /screenshots/DefensiveAction.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hoyishian/footballwebscraper/HEAD/screenshots/DefensiveAction.png -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # VSCode 2 | .vscode 3 | .idea 4 | 5 | # R Files 6 | .RData 7 | .Rhistory 8 | 9 | # Byte-compiled / optimized / DLL files 10 | __pycache__/ 11 | *.py[cod] 12 | *$py.class 13 | 14 | # C extensions 15 | *.so 16 | 17 | # Distribution / packaging 18 | .Python 19 | build/ 20 | develop-eggs/ 21 | dist/ 22 | downloads/ 23 | eggs/ 24 | .eggs/ 25 | lib/ 26 | lib64/ 27 | parts/ 28 | sdist/ 29 | var/ 30 | wheels/ 31 | pip-wheel-metadata/ 32 | share/python-wheels/ 33 | *.egg-info/ 34 | .installed.cfg 35 | *.egg 36 | MANIFEST 37 | 38 | # PyInstaller 39 | # Usually these files are written by a python script from a template 40 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 41 | *.manifest 42 | *.spec 43 | 44 | # Installer logs 45 | pip-log.txt 46 | pip-delete-this-directory.txt 47 | 48 | # Unit test / coverage reports 49 | htmlcov/ 50 | .tox/ 51 | .nox/ 52 | .coverage 53 | .coverage.* 54 | .cache 55 | nosetests.xml 56 | coverage.xml 57 | *.cover 58 | *.py,cover 59 | .hypothesis/ 60 | .pytest_cache/ 61 | 62 | # Translations 63 | *.mo 64 | *.pot 65 | 66 | # Django stuff: 67 | *.log 68 | local_settings.py 69 | db.sqlite3 70 | db.sqlite3-journal 71 | 72 | # Flask stuff: 73 | instance/ 74 | .webassets-cache 75 | 76 | # Scrapy stuff: 77 | .scrapy 78 | 79 | # Sphinx documentation 80 | docs/_build/ 81 | 82 | # PyBuilder 83 | target/ 84 | 85 | # Jupyter Notebook 86 | .ipynb_checkpoints 87 | 88 | # IPython 89 | profile_default/ 90 | ipython_config.py 91 | 92 | # pyenv 93 | .python-version 94 | 95 | # pipenv 96 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 97 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 98 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 99 | # install all needed dependencies. 100 | #Pipfile.lock 101 | 102 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 103 | __pypackages__/ 104 | 105 | # Celery stuff 106 | celerybeat-schedule 107 | celerybeat.pid 108 | 109 | # SageMath parsed files 110 | *.sage.py 111 | 112 | # Environments 113 | .env 114 | .venv 115 | env/ 116 | venv/ 117 | ENV/ 118 | env.bak/ 119 | venv.bak/ 120 | 121 | # Spyder project settings 122 | .spyderproject 123 | .spyproject 124 | 125 | # Rope project settings 126 | .ropeproject 127 | 128 | # mkdocs documentation 129 | /site 130 | 131 | # mypy 132 | .mypy_cache/ 133 | .dmypy.json 134 | dmypy.json 135 | 136 | # Pyre type checker 137 | .pyre/ 138 | -------------------------------------------------------------------------------- /legend.txt: -------------------------------------------------------------------------------- 1 | Legend for Goalkeepers 2 | 3 | SoTA-- Shots on Target Against 4 | GA-- Goals Against 5 | Saves-- Saves 6 | Save%-- Save Percentage 7 | CS-- Clean Sheets 8 | PSxG-- Post-Shot Expected Goals 9 | PKatt-- Penalty Kicks Attempted 10 | PKA-- Penalty Kicks Allowed 11 | PKsv-- Penalty Kicks Saved 12 | PKm-- Penalty Kicks Missed 13 | Cmp-- Passes Completed (Passes longer than 40 yards) 14 | PassAttemptedLong-- Passes Attempted (Passes longer than 40 yards) 15 | Cmp%-- Pass Completion Percentage (Passes longer than 40 yards) 16 | PassAtt-- Passes Attempted 17 | Thr-- Throws Attempted 18 | Launch%-- Percentage of Passes that were Launched 19 | AvgLen-- Average length of passes, in yards 20 | GoalKickAtt-- Goal Kick Passes Attempted 21 | GKLaunch%-- Percentage of Goal Kicks that were Launched 22 | GKAvgLen-- Average length of goal kicks 23 | Opp-- Opponent's attempted crosses into penalty area 24 | Stp-- Number of crosses into penalty area successfully stopped 25 | Stp%-- Percentage of crosses into penalty area successfully stopped 26 | #OPA-- Number of defensive actions outside of penalty area 27 | AvgDist-- Average distance from goal to perform defensive actions 28 | 29 | Legend for Outfield Players 30 | 31 | Cmp-- Total Passes Completed 32 | PassAtt-- Total Passes Attempted 33 | Cmp%-- Total Pass Completion Percentage 34 | PassTotDist-- Total Distance travelled by Passes 35 | PassPrgDist-- Progressive Distance 36 | Cmp.1-- Short Passes Completed 37 | Att.1-- Short Passes Attempted 38 | Cmp%.1-- Short Passes Completion Percentage 39 | Cmp.2-- Medium Passes Completed 40 | Att.2-- Medium Passes Attempted 41 | Cmp%.2-- Medium Passes Completion Percentage 42 | Cmp.3-- Long Passes Completed 43 | Att.3-- Long Passes Attempted 44 | Cmp%.3-- Long Passes Completion Percentage 45 | Ast-- Assists 46 | xA-- Expected Assist 47 | KP-- Key Passes 48 | PassFinThird-- Passes into Final Third 49 | PPA-- Passes into Penalty Area 50 | CrsPA-- Crosses into Penalty Area 51 | PassProg-- Progressive Passes 52 | SCA-- Shot-Creating Action 53 | PassLiveShot-- Completed Live-Passes that lead to shot attempt 54 | PassDeadShot-- Completed Dead-Passes that lead to shot attempt 55 | DribShot-- Successful Dribbles that lead to shot attempt 56 | ShLSh-- Shot that lead to another shot attempt 57 | Fld-- Fouls drawn that lead to shot attempt 58 | DefShot-- Defensive Actions that lead to shot attempt 59 | GCA-- Goal-Creating Action 60 | PassLiveGoal-- Completed Live-Passes that lead to Goal 61 | PassDeadGoal-- Completed Dead-Passes that lead to Goal 62 | DribGoal-- Successful Dribbles that lead to Goal 63 | ShGoal-- Shot that lead to another Goal 64 | FldGoal-- Fouls drawn that lead to Goal 65 | DefGoal-- Defensive Actions that lead to Goal 66 | Tkl-- Number of players tackled 67 | TklW-- Tackles Won 68 | TacklesDef3rd-- Tackles won in Defensive Third 69 | TacklesMid3rd-- Tackles won in Midfield Third 70 | TacklesAtt3rd-- Tackles won in Attack Third 71 | DribTackled-- Number of Dribblers tackled 72 | DribContest-- Dribbles contested 73 | DribTackled%-- Percentage of dribblers tackled 74 | Past-- Number of times dribbled past 75 | Press-- Pressures 76 | SuccPress-- Successful Pressures 77 | SuccPress%-- Successful Pressure Percentage 78 | PressDef3rd-- Number of times applying pressures in Defensive third 79 | PressMid3rd-- Number of times applying pressures in Midfield third 80 | PressAtt3rd-- Number of times applying pressures in Attacking third 81 | Blocks-- Number of times blocking the ball by standing in its path 82 | BlockSh-- Number of times blocking a shot by standing in its path 83 | ShSv-- Number of times blocking a shot that was on target, by standing in its path 84 | Pass-- Number of times blocking a pass by standing in its path 85 | Int-- Interceptions 86 | Tkl+Int-- Number of players tackled plus number of interceptions 87 | Clr-- Clearances 88 | Err-- Errors leading to an opponent's shot 89 | Touches-- Touches 90 | Def Pen-- Touches in Defensive Penalty Area 91 | TouchDef3rd-- Touches in Defensive Third 92 | TouchMid3rd-- Touches in Midfield Third 93 | TouchAtt3rd-- Touches in Attacking Third 94 | AttPen-- Touches in Attacking Penalty Area 95 | Live-- Live-Ball Touches 96 | Succ-- Dribbles completed successfully 97 | Att-- Dribbles attempted 98 | Succ%-- Percentage of Dribbles completed successfully 99 | #Pl-- Number of players dribbled past 100 | Megs-- Nutmegs 101 | Carries-- Carries 102 | TotDist-- Total Distance Carried 103 | PrgDist-- Progressive Distance 104 | ProgCarries-- Progressive Carries 105 | CarriesFinThird-- Carries into Final Third 106 | CPA-- Carries into Penalty Area 107 | Mis-- Miscontrols 108 | Dis-- Dispossessed 109 | Targ-- Pass Targets 110 | Rec-- Passes Received 111 | Rec%-- Passes Received Percentage 112 | ProgPassRec-- Progressive Passes Received 113 | Gls-- Goals 114 | PK-- Penalty Kicks Made 115 | PKatt-- Penalty Kicks Attempted 116 | Sh-- Total Shots attempted 117 | SoT-- Shots on Target 118 | CrdY-- Yellow Cards 119 | CrdR-- Red Cards 120 | xG-- Expected Goals 121 | npxG-- Non-Penalty Expected Goals -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Football Data Science 2 | 3 | This project aims to obtain the data available about a player's performance in their respective domestic leagues (e.g. English Premier League) and visualize their performance data in comparison to other players. We have broken up the analysis into 2 types of players in order to ensure a useful form of comparison. 4 | 5 | ## Explaining the Data from fbref (https://fbref.com/en/) 6 | 7 | We extracted the data required for our analysis from the FBRef Website, which consists of a breakdown of a match-by-match performance for each player. File used to find this may be found here: https://github.com/hoyishian/fantasypldatascience/blob/main/fbref_scout_extraction.py 8 | 9 | There are 2 kind of players in the data we collected: Outfield players and Goalkeepers. 10 | 11 | ### Goalkeeper Players 12 | Goalkeeper players only have 1 set of statistics that is made up of 7 groups of Goalkeeping statistics. The following screenshot is taken from the FBRef website: 13 | 14 | ![Goalkeeping Screenshot from FBRef Website](/screenshots/Goalkeeping.png) 15 | 16 | ### Outfield Players 17 | 18 | Outfield players have 4 set of statistics. They are explained in the Appendix section of this [Readme Document](#appendix). 19 | 20 | 21 | ## Running the Python File 22 | 23 | ### Step 1: Navigate to folder containing fbref_scout_extraction.py 24 | 25 | ### Step 2: Decide on type of web-scraping action to run 26 | 27 | There are 2 types of web scraping that can be done: 28 | 29 | #### Player Statistics by league 30 | 31 | Extract all statistics for all domestic league games for players in a given league 32 | 33 | #### Similar Players 34 | 35 | Extract the top 10 most similar players for every player in a given domestic league. The top 10 most similar players may not be from the same domestic league that has been selected. 36 | 37 | ### Step 3a: For obtaining Player Statistics 38 | 39 | 1) Run the following command 40 | 41 | ``` 42 | python fbref_scout_extraction.py 43 | ``` 44 | 45 | 2) You will then be given the following prompt: 46 | 47 | ``` 48 | Enter League Here (EPL, Ligue 1, Bundesliga, Serie A, La Liga). Press Enter when ready: 49 | ``` 50 | 51 | 3) Enter the league of interest and press enter. It will take approximately 20 to 30 minutes to completely scrape all data for players in a given domestic league. 52 | 53 | ### Step 3b: For obtaining similar players 54 | 55 | 1) Ensure to comment out the [following line](https://github.com/hoyishian/footballdatascience/blob/672f92fce8d9013525553910736da6a0e03fe78d/fbref_scout_extraction.py#L558) and uncomment out the [next line](https://github.com/hoyishian/footballdatascience/blob/672f92fce8d9013525553910736da6a0e03fe78d/fbref_scout_extraction.py#L559) 56 | 57 | 2) Run the following command 58 | 59 | ``` 60 | python fbref_scout_extraction.py 61 | ``` 62 | 63 | 3) You will then be given the following prompt: 64 | 65 | ``` 66 | Enter League Here (EPL, Ligue 1, Bundesliga, Serie A, La Liga). Press Enter when ready: 67 | ``` 68 | 69 | 4) Enter the league of interest and press enter. It will take approximately 20 to 30 minutes to completely scrape all data for players in a given domestic league. 70 | 71 | ## Examples of Data 72 | 73 | To see examples of how the data scraped from FBRef will look like, you can refer to the playerstats_(league) and goalkeeperstats_(league) file (For scraping player statistics) and similar_player_(league) file for (For scraping similar player). 74 | 75 | ### EPL Data 76 | [Outfield Player Statistics](https://github.com/hoyishian/footballdatascience/blob/main/playerstats_epl.csv) 77 | 78 | [Goalkeeper Statistics](https://github.com/hoyishian/footballdatascience/blob/main/goalkeeperstats_epl.csv) 79 | 80 | [Similar Players](https://github.com/hoyishian/footballdatascience/blob/main/similar_player_epl.csv) 81 | 82 | ### Ligue 1 Data 83 | [Outfield Player Statistics](https://github.com/hoyishian/footballdatascience/blob/main/playerstats_ligue1.csv) 84 | 85 | [Goalkeeper Statistics](https://github.com/hoyishian/footballdatascience/blob/main/goalkeeperstats_ligue1.csv) 86 | 87 | [Similar Players](https://github.com/hoyishian/footballdatascience/blob/main/similar_player_ligue1.csv) 88 | 89 | ### Bundesliga Data 90 | [Outfield Player Statistics](https://github.com/hoyishian/footballdatascience/blob/main/playerstats_bundesliga.csv) 91 | 92 | [Goalkeeper Statistics](https://github.com/hoyishian/footballdatascience/blob/main/goalkeeperstats_bundesliga.csv) 93 | 94 | [Similar Players](https://github.com/hoyishian/footballdatascience/blob/main/similar_player_bundesliga.csv) 95 | 96 | ### Serie A Data 97 | [Outfield Player Statistics](https://github.com/hoyishian/footballdatascience/blob/main/playerstats_seriea.csv) 98 | 99 | [Goalkeeper Statistics](https://github.com/hoyishian/footballdatascience/blob/main/goalkeeperstats_seriea.csv) 100 | 101 | [Similar Players](https://github.com/hoyishian/footballdatascience/blob/main/similar_player_seriea.csv) 102 | 103 | ### La Liga Data 104 | [Outfield Player Statistics](https://github.com/hoyishian/footballdatascience/blob/main/playerstats_laliga.csv) 105 | 106 | [Goalkeeper Statistics](https://github.com/hoyishian/footballdatascience/blob/main/goalkeeperstats_laliga.csv) 107 | 108 | [Similar Players](https://github.com/hoyishian/footballdatascience/blob/main/similar_player_laliga.csv) 109 | 110 | ## Appendix 111 | 112 | ### Goalkeeper Statistics 113 | 114 | #### Performance 115 | SoTA -- Shots on Target Against 116 | 117 | GA -- Goals Against 118 | 119 | Save% -- Save Percentage (Shots on Target Against - Goals Against/Shots on Target Against) 120 | 121 | CS -- Clean Sheets (Full matches by goalkeeper where no goals are allowed.) 122 | 123 | PSxG -- Post-Shot Expected Goals (PSxG is expected goals based on how likely the goalkeeper is to save the shot) 124 | 125 | #### Penalty Kicks 126 | 127 | PKatt -- Penalty Kicks Attempted 128 | 129 | PKA -- Penalty Kicks Allowed 130 | 131 | PKsv -- Penalty Kicks Saved 132 | 133 | PKm -- Penalty Kicks Missed 134 | 135 | #### Launched 136 | Cmp -- Passes Completed (Passes longer than 40 yards) 137 | 138 | PassAttemptedLong -- Passes Attempted (Passes longer than 40 yards) 139 | 140 | Cmp% -- Pass Completion Percentage (Passes longer than 40 yards) 141 | 142 | #### Passes 143 | PassAtt -- Passes Attempted (Not including goal kicks) 144 | 145 | Thr -- Throws Attempted 146 | 147 | Launch% -- Percentage of Passes that were Launched (Not including goal kicks) (Passes longer than 40 yards) 148 | 149 | AvgLen -- Average length of passes, in yards (Not including goal kicks) 150 | 151 | #### Goal Kicks 152 | 153 | GoalKickAtt -- Passes Attempted 154 | 155 | GKLaunch% -- Percentage of Goal Kicks that were Launched (Passes longer than 40 yards) 156 | 157 | GKAvgLen -- Average length of goal kicks, in yards 158 | 159 | #### Crosses 160 | 161 | Opp -- Opponent's attempted crosses into penalty area 162 | 163 | Stp -- Number of crosses into penalty area which were successfully stopped by the goalkeeper 164 | 165 | Stp% -- Percentage of crosses into penalty area which were successfully stopped by the goalkeeper 166 | 167 | #### Sweeper 168 | 169 | #OPA -- # of defensive actions outside of penalty area 170 | 171 | AvgDist -- Average distance from goal to perform defensive actions 172 | 173 | ### Outfield Player Statistics 174 | 175 | #### Passing 176 | ![Passing Screenshot from FBRef Website](/screenshots/Passing.png) 177 | 178 | ##### Total 179 | 180 | Cmp -- Passes Completed 181 | 182 | PassAtt -- Passes Attempted 183 | 184 | Cmp% -- Pass Completion Percentage (Minimum 30 minutes played per squad game to qualify as a leader) 185 | 186 | PassTotDist -- Total distance, in yards, that completed passes have traveled in any direction 187 | 188 | PassPrgDist -- Progressive Distance (Total distance, in yards, that completed passes have traveled towards the opponent's goal. Note: Passes away from opponent's goal are counted as zero progressive yards.) 189 | 190 | ##### Short (Passes between 5 and 15 yards) 191 | Cmp.1 -- Passes Completed 192 | 193 | Att.1 -- Passes Attempted 194 | 195 | Cmp%.1 -- Pass Completion Percentage 196 | 197 | ##### Medium (Passes between 15 and 30 yards) 198 | Cmp.2 -- Passes Completed 199 | 200 | Att.2 -- Passes Attempted 201 | 202 | Cmp%.2 -- Pass Completion Percentage 203 | 204 | ##### Long (Passes longer than 30 yards) 205 | 206 | Cmp.3 -- Passes Completed 207 | 208 | Att.3 -- Passes Attempted 209 | 210 | Cmp%.3 -- Pass Completion Percentage 211 | 212 | ##### Performance 213 | Ast -- Assists 214 | 215 | xA -- xG Assisted (xG which follows a pass that assists a shot) 216 | 217 | KP -- Key Passes (Passes that directly lead to a shot (assisted shots)) 218 | 219 | PassFinThird -- Passes into Final Third (Completed passes that enter the 1/3 of the pitch closest to the goal, Not including set pieces) 220 | 221 | PPA -- Passes into Penalty Area (Completed passes into the 18-yard box, Not including set pieces) 222 | 223 | CrsPA -- Crosses into Penalty Area (Completed crosses into the 18-yard box, Not including set pieces) 224 | 225 | PassProg -- Progressive Passes (Completed passes that move the ball towards the opponent's goal at least 10 yards from its furthest point in the last six passes, or any completed pass into the penalty area. Excludes passes from the defending 40% of the pitch) 226 | 227 | #### Goal and Shot Creation 228 | ![GCA Screenshot from FBRef Website](/screenshots/GCA.png) 229 | 230 | ##### SCA Types 231 | 232 | SCA -- Shot-Creating Actions (The two offensive actions directly leading to a shot, such as passes, dribbles and drawing fouls. Note: A single player can receive credit for multiple actions and the shot-taker can also receive credit.) 233 | 234 | PassLiveShot -- Completed live-ball passes that lead to a shot attempt 235 | 236 | PassDeadShot -- Completed dead-ball passes that lead to a shot attempt. (Includes free kicks, corner kicks, kick offs, throw-ins and goal kicks) 237 | 238 | DribShot -- Successful dribbles that lead to a shot attempt 239 | 240 | ShLSh -- Shots that lead to another shot attempt 241 | 242 | Fld -- Fouls drawn that lead to a shot attempt 243 | 244 | DefShot -- Defensive actions that lead to a shot attempt 245 | 246 | ##### GCA Types 247 | 248 | GCA -- Goal-Creating Actions (The two offensive actions directly leading to a goal, such as passes, dribbles and drawing fouls. Note: A single player can receive credit for multiple actions and the shot-taker can also receive credit.) 249 | 250 | PassLiveGoal -- Completed live-ball passes that lead to a goal 251 | 252 | PassDeadGoal -- Completed dead-ball passes that lead to a goal. (Includes free kicks, corner kicks, kick offs, throw-ins and goal kicks) 253 | 254 | DribGoal -- Successful dribbles that lead to a goal 255 | 256 | ShGoal -- Shots that lead to another goal-scoring shot 257 | 258 | FldGoal -- Fouls drawn that lead to a goal 259 | 260 | DefGoal -- Defensive actions that lead to a goal 261 | 262 | OG -- Actions that led directly to an opponent scoring on their own goal 263 | 264 | 265 | #### Defensive Actions 266 | ![Defensive Actions Screenshot from FBRef Website](/screenshots/DefensiveAction.png) 267 | 268 | ##### Tackles 269 | 270 | Tkl -- Number of players tackled 271 | 272 | TklW -- Tackles Won (Tackles in which the tackler's team won possession of the ball) 273 | 274 | TacklesDef3rd -- Tackles in defensive 1/3 275 | 276 | TacklesMid3rd -- Tackles in middle 1/3 277 | 278 | TacklesAtt3rd -- Tackles in attacking 1/3 279 | 280 | ##### Vs Dribbles 281 | 282 | DribTackled -- Number of dribblers tackled 283 | 284 | DribContest -- Dribbles Contested (Number of times dribbled past plus number of tackles) 285 | 286 | DribTackled% -- Percentage of dribblers tackled (Dribblers tackled divided by dribblers tackled plus times dribbled past, Minimum .625 dribblers contested per squad game to qualify as a leader) 287 | 288 | Past -- Number of times dribbled past by an opposing player 289 | 290 | ##### Pressures 291 | 292 | Press -- Pressures (Number of times applying pressure to opposing player who is receiving, carrying or releasing the ball) 293 | 294 | SuccPress -- Successful Pressures (Number of times the squad gained possession withing five seconds of applying pressure) 295 | 296 | SuccPress% -- Successful Pressure Percentage (Percentage of time the squad gained possession withing five seconds of applying pressure) 297 | 298 | PressDef3rd -- Number of times applying pressure to opposing player who is receiving, carrying or releasing the ball, in the defensive 1/3 299 | 300 | PressMid3rd -- Number of times applying pressure to opposing player who is receiving, carrying or releasing the ball, in the middle 1/3 301 | 302 | PressAtt3rd -- Number of times applying pressure to opposing player who is receiving, carrying or releasing the ball, in the attacking 1/3 303 | 304 | ##### Blocks 305 | 306 | Blocks -- Number of times blocking the ball by standing in its path 307 | 308 | BlockSh -- Number of times blocking a shot by standing in its path 309 | 310 | ShSv -- Number of times blocking a shot that was on target, by standing in its path 311 | 312 | Pass -- Number of times blocking a pass by standing in its path 313 | 314 | Int -- Interceptions 315 | 316 | Tkl+Int -- Number of players tackled plus number of interceptions 317 | 318 | Clr -- Clearances 319 | 320 | Err -- Errors (Mistakes leading to an opponent's shot) 321 | 322 | 323 | #### Possession 324 | ![Possession Screenshot from FBRef Website](/screenshots/Possession.png) 325 | 326 | ##### Touches 327 | 328 | Touches -- Number of times a player touched the ball. Note: Receiving a pass, then dribbling, then sending a pass counts as one touch 329 | 330 | Def Pen -- Touches in defensive penalty area 331 | 332 | TouchDef3rd -- Touches in defensive 1/3 333 | 334 | TouchMid3rd -- Touches in middle 1/3 335 | 336 | TouchAtt3rd -- Touches in attacking 1/3 337 | 338 | AttPen -- Touches in attacking penalty area 339 | 340 | Live -- Live-ball touches. Does not include corner kicks, free kicks, throw-ins, kick-offs, goal kicks or penalty kicks 341 | 342 | ##### Dribbles 343 | Succ -- Dribbles Completed Successfully 344 | 345 | Att -- Dribbles Attempted 346 | 347 | Succ% -- Percentage of Dribbles Completed Successfully 348 | 349 | #Pl -- Number of Players Dribbled Past 350 | 351 | Megs -- Nutmegs (Number of times a player dribbled the ball through an opposing player's legs) 352 | 353 | ##### Carries 354 | 355 | Carries -- Number of times the player controlled the ball with their feet 356 | 357 | TotDist -- Total distance, in yards, a player moved the ball while controlling it with their feet, in any direction 358 | 359 | PrgDist -- Progressive Distance (Total distance, in yards, a player moved the ball while controlling it with their feet towards the opponent's goal) 360 | 361 | ProgCarries -- Progressive Carries (Carries that move the ball towards the opponent's goal at least 5 yards, or any carry into the penalty area. Excludes carries from the defending 40% of the pitch) 362 | 363 | CarriesFinThird -- Carries into Final Third (Carries that enter the 1/3 of the pitch closest to the goal) 364 | 365 | CPA -- Carries into Penalty Area (Carries into the 18-yard box) 366 | 367 | Mis -- Miscontrols (Number of times a player failed when attempting to gain control of a ball) 368 | 369 | Dis -- Dispossessed (Number of times a player loses control of the ball after being tackled by an opposing player. Does not include attempted dribbles) 370 | 371 | ##### Receiving 372 | Targ -- Pass Targets (Number of times a player was the target of an attempted pass) 373 | 374 | Rec -- Passes Received (Number of times a player successfully received a pass) 375 | 376 | Rec% -- Passes Received Percentage (Percentage of time a player successfully received a pass) 377 | 378 | #### Summary 379 | ![Summary Screenshot from FBRef Website](/screenshots/Summary.png) 380 | 381 | ProgPassRec -- Completed passes that move the ball towards the opponent's goal at least 10 yards from its furthest point in the last six passes, or any completed pass into the penalty area. Excludes passes from the defending 40% of the pitch 382 | 383 | Gls -- Goals 384 | 385 | PK -- Penalty Kicks Made 386 | 387 | PKatt -- Penalty Kicks Attempted 388 | 389 | Sh -- Shots Total (Exclude PK) 390 | 391 | SoT -- Shots on target (Exclude PK) 392 | 393 | CrdY -- Yellow Cards 394 | 395 | CrdR -- Red Cards 396 | 397 | xG -- Expected Goals (xG totals include penalty kicks, but do not include penalty shootouts) 398 | 399 | npxG -- Non-Penalty Expected Goals -------------------------------------------------------------------------------- /Data Visualization.Rmd: -------------------------------------------------------------------------------- 1 | --- 2 | title: "R Notebook" 3 | output: html_notebook 4 | --- 5 | 6 | Loading the Data 7 | 8 | ```{r} 9 | library(readr) 10 | library(dplyr) 11 | library(tidyverse) 12 | library(ggrepel) 13 | library(ggplot2) 14 | library(reshape2) 15 | 16 | epl_player = read_csv("playerstats_epl.csv") 17 | bundesliga_player = read_csv("playerstats_bundesliga.csv") 18 | ligue1_player = read_csv("playerstats_ligue1.csv") 19 | seriea_player = read_csv("playerstats_seriea.csv") 20 | laliga_player = read_csv("playerstats_laliga.csv") 21 | 22 | epl_player["Matchweek"] = 0 23 | bundesliga_player["Matchweek"] = 0 24 | ligue1_player["Matchweek"] = 0 25 | seriea_player["Matchweek"] = 0 26 | laliga_player["Matchweek"] = 0 27 | epl_player 28 | ``` 29 | 30 | 31 | Data Cleaning & Expected Goal vs Goal Comparison 32 | 33 | Step 1: Aggregate Expected Goal and Goal Values across all Domestic League Games (per 90) 34 | Step 2: Remove Players who played less than 900 minutes (or equivalent of 10 games) 35 | Step 3: Plot a graph of Expected Goals vs Goals (per 90) with a line intercept = 0 36 | A point that lies on the line represents a player who scores the same number of goals as he is expected to based on the xG model. 37 | 38 | ```{r} 39 | epl_player_summary = epl_player %>% 40 | group_by(Name) %>% 41 | summarise(TotalMinutesPlayed = sum(Min), TotalExpectedGoals = sum(xG), TotalGoals =sum(Gls), PenaltyGoals = sum(PK), TotalAssists= sum(Ast), TotalExpectedAssists = sum(xA), TotalnPxG = sum(npxG)) 42 | epl_player_summary = epl_player_summary %>% filter(TotalMinutesPlayed >= 900) 43 | epl_player_summary["PerformanceGoalScored"] = epl_player_summary["TotalGoals"] - epl_player_summary["TotalExpectedGoals"] 44 | epl_player_summary["GoalsPer90"] = epl_player_summary["TotalGoals"]*(90/epl_player_summary["TotalMinutesPlayed"]) 45 | epl_player_summary["ExpectedGoalsPer90"] = epl_player_summary["TotalExpectedGoals"]*(90/epl_player_summary["TotalMinutesPlayed"]) 46 | epl_player_summary["NonPenaltyGoals"] = epl_player_summary["TotalGoals"] - epl_player_summary["PenaltyGoals"] 47 | epl_player_summary["NonPenaltyGoalsPer90"] = epl_player_summary["NonPenaltyGoals"]*(90/epl_player_summary["TotalMinutesPlayed"]) 48 | epl_player_summary["nPxGPer90"] = epl_player_summary["TotalnPxG"]*(90/epl_player_summary["TotalMinutesPlayed"]) 49 | epl_player_summary["AssistsPer90"] = epl_player_summary["TotalAssists"]*(90/epl_player_summary["TotalMinutesPlayed"]) 50 | epl_player_summary["xAssistsPer90"] = epl_player_summary["TotalExpectedAssists"]*(90/epl_player_summary["TotalMinutesPlayed"]) 51 | epl_player_summary 52 | 53 | ``` 54 | 55 | 56 | Plotting Expected Goals vs Actual Goal (per 90) including Penalties 57 | ```{r} 58 | ggplot(data = epl_player_summary, aes(ExpectedGoalsPer90, GoalsPer90, label = Name)) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.5 & ExpectedGoalsPer90 > GoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.1, nudge_y = -0.1, force = 2, force_pull = 0) + geom_point(aes(color = cut(ExpectedGoalsPer90, c(-Inf, 0.5, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1.1) +ylim(0,1.2) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.5 & ExpectedGoalsPer90 < GoalsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.1, nudge_x = 0.1, nudge_y = 0.1) + labs(col="xG per 90") + xlab("xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield EPL Players Goals per 90 min vs xG per 90 min") 59 | ``` 60 | 61 | Plotting Expected Goals vs Actual Goal (per 90) excluding Penalties 62 | ```{r} 63 | ggplot(data = epl_player_summary, aes(nPxGPer90, NonPenaltyGoalsPer90, label = Name)) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.45 & nPxGPer90 > NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.1, nudge_y = -0.1, force = 2, force_pull = 0, size = 3) + geom_point(aes(color = cut(nPxGPer90, c(-Inf, 0.45, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1.1) +ylim(0,1.2) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.45 & nPxGPer90 < NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.1, nudge_x = 0.1, nudge_y = 0.1, size = 3) + labs(col="npxG per 90") + xlab("Non-Penalty xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield EPL Players Goals per 90 min vs nPxG per 90 min") 64 | ``` 65 | 66 | Plotting Expected Assists vs Actual Assist 67 | 68 | ```{r} 69 | ggplot(data = epl_player_summary, aes(xAssistsPer90, AssistsPer90, label = Name)) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.25 & xAssistsPer90 > AssistsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.2, nudge_y = -0.1, force = 5, force_pull = 0, size=3, label.padding = 0.5, box.padding = 0.5) + geom_point(aes(color = cut(xAssistsPer90, c(-Inf, 0.25, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,0.75) +ylim(0,0.75) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.25 & xAssistsPer90 < AssistsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.1, nudge_x = 0.2, nudge_y = 0, force = 5, force_pull = 0, size=3, label.padding = 0.5) + labs(col="xAssists per 90") + xlab("xAssists per 90 Minutes") + ylab("Assists per 90 Minutes") + ggtitle("Plot of Outfield EPL Players Assists per 90 min vs xAssists per 90 min") 70 | ``` 71 | 72 | 73 | ```{r} 74 | bundesliga_player_summary = bundesliga_player %>% 75 | group_by(Name) %>% 76 | summarise(TotalMinutesPlayed = sum(Min), TotalExpectedGoals = sum(xG), TotalGoals =sum(Gls), PenaltyGoals = sum(PK), TotalAssists= sum(Ast), TotalExpectedAssists = sum(xA), TotalnPxG = sum(npxG)) 77 | bundesliga_player_summary = bundesliga_player_summary %>% filter(TotalMinutesPlayed >= 900) 78 | bundesliga_player_summary["PerformanceGoalScored"] = bundesliga_player_summary["TotalGoals"] - bundesliga_player_summary["TotalExpectedGoals"] 79 | bundesliga_player_summary["GoalsPer90"] = bundesliga_player_summary["TotalGoals"]*(90/bundesliga_player_summary["TotalMinutesPlayed"]) 80 | bundesliga_player_summary["ExpectedGoalsPer90"] = bundesliga_player_summary["TotalExpectedGoals"]*(90/bundesliga_player_summary["TotalMinutesPlayed"]) 81 | bundesliga_player_summary["NonPenaltyGoals"] = bundesliga_player_summary["TotalGoals"] - bundesliga_player_summary["PenaltyGoals"] 82 | bundesliga_player_summary["NonPenaltyGoalsPer90"] = bundesliga_player_summary["NonPenaltyGoals"]*(90/bundesliga_player_summary["TotalMinutesPlayed"]) 83 | bundesliga_player_summary["nPxGPer90"] = bundesliga_player_summary["TotalnPxG"]*(90/bundesliga_player_summary["TotalMinutesPlayed"]) 84 | bundesliga_player_summary["AssistsPer90"] = bundesliga_player_summary["TotalAssists"]*(90/bundesliga_player_summary["TotalMinutesPlayed"]) 85 | bundesliga_player_summary["xAssistsPer90"] = bundesliga_player_summary["TotalExpectedAssists"]*(90/bundesliga_player_summary["TotalMinutesPlayed"]) 86 | bundesliga_player_summary 87 | 88 | ``` 89 | 90 | 91 | Plotting Expected Goals vs Actual Goal (per 90) including Penalties 92 | 93 | ```{r} 94 | ggplot(data = bundesliga_player_summary, aes(ExpectedGoalsPer90, GoalsPer90, label = Name)) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.5 & ExpectedGoalsPer90 > GoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.1, nudge_y = 0, force = 2, force_pull = 0, size = 3) + geom_point(aes(color = cut(ExpectedGoalsPer90, c(-Inf, 0.5, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1.6) +ylim(0,1.6) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.5 & ExpectedGoalsPer90 < GoalsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.1, nudge_x = 0.1, nudge_y = 0.1, size = 3) + labs(col="xG per 90") + xlab("xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield Bundesliga Players Goals per 90 min vs xG per 90 min") 95 | ``` 96 | 97 | 98 | Plotting Expected Goals vs Actual Goal (per 90) excluding Penalties 99 | ```{r} 100 | ggplot(data = bundesliga_player_summary, aes(nPxGPer90, NonPenaltyGoalsPer90, label = Name)) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.45 & nPxGPer90 > NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.3, nudge_y = -0.2, force = 3, force_pull = 0, size=3, label.padding = 0.5, box.padding = 0.5) + geom_point(aes(color = cut(nPxGPer90, c(-Inf, 0.45, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1.6) +ylim(0,1.6) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.45 & nPxGPer90 < NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, nudge_x = 0.1, nudge_y = 0.5, size=3, label.padding = 0.5, box.padding = 0.5) + labs(col="npxG per 90") + xlab("Non-Penalty xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield Bundesliga Players Goals per 90 min vs nPxG per 90 min") 101 | ``` 102 | 103 | 104 | Plotting Expected Assists vs Actual Assist 105 | 106 | ```{r} 107 | ggplot(data = bundesliga_player_summary, aes(xAssistsPer90, AssistsPer90, label = Name)) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.3 & xAssistsPer90 > AssistsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.2, nudge_y = -0.2, force = 5, force_pull = 0, size=3, label.padding = 0.5, box.padding = 0.5) + geom_point(aes(color = cut(xAssistsPer90, c(-Inf, 0.3, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,0.75) +ylim(0,0.75) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.3 & xAssistsPer90 < AssistsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.5, nudge_x = 0.25, nudge_y = 0, force = 5, force_pull = 0, size=3, label.padding = 0.5) + labs(col="xAssists per 90") + xlab("xAssists per 90 Minutes") + ylab("Assists per 90 Minutes") + ggtitle("Plot of Outfield Bundesliga Players Assists per 90 min vs xAssists per 90 min") 108 | ``` 109 | 110 | 111 | ```{r} 112 | ligue1_player_summary = ligue1_player %>% 113 | group_by(Name) %>% 114 | summarise(TotalMinutesPlayed = sum(Min), TotalExpectedGoals = sum(xG), TotalGoals =sum(Gls), PenaltyGoals = sum(PK), TotalAssists= sum(Ast), TotalExpectedAssists = sum(xA), TotalnPxG = sum(npxG)) 115 | ligue1_player_summary = ligue1_player_summary %>% filter(TotalMinutesPlayed >= 900) 116 | ligue1_player_summary["PerformanceGoalScored"] = ligue1_player_summary["TotalGoals"] - ligue1_player_summary["TotalExpectedGoals"] 117 | ligue1_player_summary["GoalsPer90"] = ligue1_player_summary["TotalGoals"]*(90/ligue1_player_summary["TotalMinutesPlayed"]) 118 | ligue1_player_summary["ExpectedGoalsPer90"] = ligue1_player_summary["TotalExpectedGoals"]*(90/ligue1_player_summary["TotalMinutesPlayed"]) 119 | ligue1_player_summary["NonPenaltyGoals"] = ligue1_player_summary["TotalGoals"] - ligue1_player_summary["PenaltyGoals"] 120 | ligue1_player_summary["NonPenaltyGoalsPer90"] = ligue1_player_summary["NonPenaltyGoals"]*(90/ligue1_player_summary["TotalMinutesPlayed"]) 121 | ligue1_player_summary["nPxGPer90"] = ligue1_player_summary["TotalnPxG"]*(90/ligue1_player_summary["TotalMinutesPlayed"]) 122 | ligue1_player_summary["AssistsPer90"] = ligue1_player_summary["TotalAssists"]*(90/ligue1_player_summary["TotalMinutesPlayed"]) 123 | ligue1_player_summary["xAssistsPer90"] = ligue1_player_summary["TotalExpectedAssists"]*(90/ligue1_player_summary["TotalMinutesPlayed"]) 124 | ligue1_player_summary 125 | 126 | ``` 127 | 128 | 129 | Plotting Expected Goals vs Actual Goal (per 90) including Penalties 130 | 131 | ```{r} 132 | ggplot(data = ligue1_player_summary, aes(ExpectedGoalsPer90, GoalsPer90, label = Name)) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.5 & ExpectedGoalsPer90 > GoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.1, nudge_y = 0, force = 2, force_pull = 0, size = 3) + geom_point(aes(color = cut(ExpectedGoalsPer90, c(-Inf, 0.5, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1.2) +ylim(0,1.2) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.5 & ExpectedGoalsPer90 < GoalsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.1, nudge_x = -0.3, nudge_y = 0, size = 3) + labs(col="xG per 90") + xlab("xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield Ligue 1 Players Goals per 90 min vs xG per 90 min") 133 | ``` 134 | 135 | 136 | Plotting Expected Goals vs Actual Goal (per 90) excluding Penalties 137 | ```{r} 138 | ggplot(data = ligue1_player_summary, aes(nPxGPer90, NonPenaltyGoalsPer90, label = Name)) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.45 & nPxGPer90 > NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.3, nudge_y = -0.2, force = 3, force_pull = 0, size=3, label.padding = 0.5, box.padding = 0.5) + geom_point(aes(color = cut(nPxGPer90, c(-Inf, 0.45, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1.6) +ylim(0,1.6) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.45 & nPxGPer90 < NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, nudge_x = 0.1, nudge_y = 0.5, size=3, label.padding = 0.5, box.padding = 0.5) + labs(col="npxG per 90") + xlab("Non-Penalty xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield Ligue 1 Players Goals per 90 min vs nPxG per 90 min") 139 | ``` 140 | 141 | 142 | Plotting Expected Assists vs Actual Assist 143 | 144 | ```{r} 145 | ggplot(data = ligue1_player_summary, aes(xAssistsPer90, AssistsPer90, label = Name)) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.3 & xAssistsPer90 > AssistsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.2, nudge_y = -0.2, force = 5, force_pull = 0, size=3, label.padding = 0.5, box.padding = 0.5) + geom_point(aes(color = cut(xAssistsPer90, c(-Inf, 0.3, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1) +ylim(0,1) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.3 & xAssistsPer90 < AssistsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.5, nudge_x = 0.25, nudge_y = 0, force = 5, force_pull = 0, size=3, label.padding = 0.5) + labs(col="xAssists per 90") + xlab("xAssists per 90 Minutes") + ylab("Assists per 90 Minutes") + ggtitle("Plot of Outfield Ligue 1 Players Assists per 90 min vs xAssists per 90 min") 146 | ``` 147 | 148 | ```{r} 149 | seriea_player_summary = seriea_player %>% 150 | group_by(Name) %>% 151 | summarise(TotalMinutesPlayed = sum(Min), TotalExpectedGoals = sum(xG), TotalGoals =sum(Gls), PenaltyGoals = sum(PK), TotalAssists= sum(Ast), TotalExpectedAssists = sum(xA), TotalnPxG = sum(npxG)) 152 | seriea_player_summary = seriea_player_summary %>% filter(TotalMinutesPlayed >= 900) 153 | seriea_player_summary["PerformanceGoalScored"] = seriea_player_summary["TotalGoals"] - seriea_player_summary["TotalExpectedGoals"] 154 | seriea_player_summary["GoalsPer90"] = seriea_player_summary["TotalGoals"]*(90/seriea_player_summary["TotalMinutesPlayed"]) 155 | seriea_player_summary["ExpectedGoalsPer90"] = seriea_player_summary["TotalExpectedGoals"]*(90/seriea_player_summary["TotalMinutesPlayed"]) 156 | seriea_player_summary["NonPenaltyGoals"] = seriea_player_summary["TotalGoals"] - seriea_player_summary["PenaltyGoals"] 157 | seriea_player_summary["NonPenaltyGoalsPer90"] = seriea_player_summary["NonPenaltyGoals"]*(90/seriea_player_summary["TotalMinutesPlayed"]) 158 | seriea_player_summary["nPxGPer90"] = seriea_player_summary["TotalnPxG"]*(90/seriea_player_summary["TotalMinutesPlayed"]) 159 | seriea_player_summary["AssistsPer90"] = seriea_player_summary["TotalAssists"]*(90/seriea_player_summary["TotalMinutesPlayed"]) 160 | seriea_player_summary["xAssistsPer90"] = seriea_player_summary["TotalExpectedAssists"]*(90/seriea_player_summary["TotalMinutesPlayed"]) 161 | seriea_player_summary 162 | 163 | ``` 164 | 165 | 166 | Plotting Expected Goals vs Actual Goal (per 90) including Penalties 167 | 168 | ```{r} 169 | ggplot(data = seriea_player_summary, aes(ExpectedGoalsPer90, GoalsPer90, label = Name)) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.6 & ExpectedGoalsPer90 > GoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.1, nudge_y = 0, force = 2, force_pull = 0, size = 3) + geom_point(aes(color = cut(ExpectedGoalsPer90, c(-Inf, 0.6, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1.5) +ylim(0,1.5) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.6 & ExpectedGoalsPer90 < GoalsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.1, nudge_x = -0.3, nudge_y = 0, size = 3) + labs(col="xG per 90") + xlab("xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield Serie A Players Goals per 90 min vs xG per 90 min") 170 | ``` 171 | 172 | 173 | Plotting Expected Goals vs Actual Goal (per 90) excluding Penalties 174 | ```{r} 175 | ggplot(data = seriea_player_summary, aes(nPxGPer90, NonPenaltyGoalsPer90, label = Name)) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.5 & nPxGPer90 > NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.3, nudge_y = -0.2, force = 3, force_pull = 0, size=3, label.padding = 0.5, box.padding = 0.5) + geom_point(aes(color = cut(nPxGPer90, c(-Inf, 0.5, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1.5) +ylim(0,1.5) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.5 & nPxGPer90 < NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, nudge_x = 0.1, nudge_y = 0.5, size=3, label.padding = 0.5, box.padding = 0.5) + labs(col="npxG per 90") + xlab("Non-Penalty xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield Serie A Players Goals per 90 min vs nPxG per 90 min") 176 | ``` 177 | 178 | 179 | Plotting Expected Assists vs Actual Assist 180 | 181 | ```{r} 182 | ggplot(data = seriea_player_summary, aes(xAssistsPer90, AssistsPer90, label = Name)) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.3 & xAssistsPer90 > AssistsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.2, nudge_y =0, force = 5, force_pull = 0, size=3, label.padding = 0.5, box.padding = 0.5) + geom_point(aes(color = cut(xAssistsPer90, c(-Inf, 0.3, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1) +ylim(0,1) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.3 & xAssistsPer90 < AssistsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.5, nudge_x = 0.25, nudge_y = 0, force = 5, force_pull = 0, size=3, label.padding = 0.5) + labs(col="xAssists per 90") + xlab("xAssists per 90 Minutes") + ylab("Assists per 90 Minutes") + ggtitle("Plot of Outfield Serie A Players Assists per 90 min vs xAssists per 90 min") 183 | ``` 184 | 185 | 186 | ```{r} 187 | laliga_player_summary = laliga_player %>% 188 | group_by(Name) %>% 189 | summarise(TotalMinutesPlayed = sum(Min), TotalExpectedGoals = sum(xG), TotalGoals =sum(Gls), PenaltyGoals = sum(PK), TotalAssists= sum(Ast), TotalExpectedAssists = sum(xA), TotalnPxG = sum(npxG)) 190 | laliga_player_summary = laliga_player_summary %>% filter(TotalMinutesPlayed >= 900) 191 | laliga_player_summary["PerformanceGoalScored"] = laliga_player_summary["TotalGoals"] - laliga_player_summary["TotalExpectedGoals"] 192 | laliga_player_summary["GoalsPer90"] = laliga_player_summary["TotalGoals"]*(90/laliga_player_summary["TotalMinutesPlayed"]) 193 | laliga_player_summary["ExpectedGoalsPer90"] = laliga_player_summary["TotalExpectedGoals"]*(90/laliga_player_summary["TotalMinutesPlayed"]) 194 | laliga_player_summary["NonPenaltyGoals"] = laliga_player_summary["TotalGoals"] - laliga_player_summary["PenaltyGoals"] 195 | laliga_player_summary["NonPenaltyGoalsPer90"] = laliga_player_summary["NonPenaltyGoals"]*(90/laliga_player_summary["TotalMinutesPlayed"]) 196 | laliga_player_summary["nPxGPer90"] = laliga_player_summary["TotalnPxG"]*(90/laliga_player_summary["TotalMinutesPlayed"]) 197 | laliga_player_summary["AssistsPer90"] = laliga_player_summary["TotalAssists"]*(90/laliga_player_summary["TotalMinutesPlayed"]) 198 | laliga_player_summary["xAssistsPer90"] = laliga_player_summary["TotalExpectedAssists"]*(90/laliga_player_summary["TotalMinutesPlayed"]) 199 | laliga_player_summary 200 | 201 | ``` 202 | 203 | 204 | Plotting Expected Goals vs Actual Goal (per 90) including Penalties 205 | 206 | ```{r} 207 | ggplot(data = laliga_player_summary, aes(ExpectedGoalsPer90, GoalsPer90, label = Name)) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.5 & ExpectedGoalsPer90 > GoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.1, nudge_y = 0, force = 2, force_pull = 0, size = 3) + geom_point(aes(color = cut(ExpectedGoalsPer90, c(-Inf, 0.5, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1.0) +ylim(0,1.0) + geom_text_repel(aes(x = ExpectedGoalsPer90, y = GoalsPer90, label = ifelse(ExpectedGoalsPer90 > 0.5 & ExpectedGoalsPer90 < GoalsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.1, nudge_x = -0.3, nudge_y = 0, size = 3) + labs(col="xG per 90") + xlab("xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield La Liga Players Goals per 90 min vs xG per 90 min") 208 | ``` 209 | 210 | 211 | Plotting Expected Goals vs Actual Goal (per 90) excluding Penalties 212 | ```{r} 213 | ggplot(data = laliga_player_summary, aes(nPxGPer90, NonPenaltyGoalsPer90, label = Name)) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.4 & nPxGPer90 > NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.3, nudge_y =0, force = 3, force_pull = 0, size=3, label.padding = 0.5, box.padding = 0.5) + geom_point(aes(color = cut(nPxGPer90, c(-Inf, 0.4, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1) +ylim(0,1) + geom_text_repel(aes(x = nPxGPer90, y = NonPenaltyGoalsPer90, label = ifelse(nPxGPer90 > 0.4 & nPxGPer90 < NonPenaltyGoalsPer90, as.character(Name),'')), max.overlaps = 10, nudge_x = 0.1, nudge_y = 0, size=3, label.padding = 0.5, box.padding = 0.5) + labs(col="npxG per 90") + xlab("Non-Penalty xG per 90 Minutes") + ylab("Goals per 90 Minutes") + ggtitle("Plot of Outfield La Liga Players Goals per 90 min vs nPxG per 90 min") 214 | ``` 215 | 216 | 217 | Plotting Expected Assists vs Actual Assist 218 | 219 | ```{r} 220 | ggplot(data = laliga_player_summary, aes(xAssistsPer90, AssistsPer90, label = Name)) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.25 & xAssistsPer90 > AssistsPer90, as.character(Name),'')), max.overlaps = 10, point.padding = 0.1, nudge_x = 0.2, nudge_y =0, force = 5, force_pull = 0, size=3, label.padding = 0.5, box.padding = 0.5) + geom_point(aes(color = cut(xAssistsPer90, c(-Inf, 0.25, Inf)))) +geom_abline(intercept = 0, slope = 1, color = "orange") +xlim(0,1) +ylim(0,1) + geom_text_repel(aes(x = xAssistsPer90, y = AssistsPer90, label = ifelse(xAssistsPer90 > 0.25 & xAssistsPer90 < AssistsPer90, as.character(Name),'')), max.overlaps = 10, box.padding = 0.5, nudge_x = 0.25, nudge_y = 0.1, force = 5, force_pull = 0, size=3, label.padding = 0.5) + labs(col="xAssists per 90") + xlab("xAssists per 90 Minutes") + ylab("Assists per 90 Minutes") + ggtitle("Plot of Outfield La Liga Players Assists per 90 min vs xAssists per 90 min") 221 | ``` 222 | 223 | ```{r} 224 | 225 | get_pass_chart=function(name) { 226 | player = epl_player[which(epl_player["Name"] == name),]%>% 227 | select(Matchweek, Round,Opponent, Min, `Total Passes Completed`, `Total Passes Attempted`, `Short Passes Completed`, `Short Passes Attempted`,`Medium Passes Completed`, `Medium Passes Attempted`,`Long Passes Completed`,`Long Passes Attempted`) 228 | for (i in 1:38) { 229 | currmw = paste("Matchweek", toString(i), sep=" ") 230 | if (!any(player==currmw) ) { 231 | new_row = data.frame(i, currmw,"NA", 0, 0, 0, 0, 0, 0, 0, 0, 0) 232 | names(new_row) = c("Matchweek","Round", "Opponent", "Min", "Total Passes Completed", "Total Passes Attempted", "Short Passes Completed", "Short Passes Attempted", "Medium Passes Completed", "Medium Passes Attempted", "Long Passes Completed", "Long Passes Attempted") 233 | player = rbind(player, new_row) 234 | } else { 235 | player$Matchweek[player$Round == currmw] = i 236 | } 237 | } 238 | player = player[order(player$Matchweek),] 239 | 240 | temp_player <- melt(player[,c('Matchweek','Short Passes Attempted','Medium Passes Attempted','Long Passes Attempted')],id.vars = 1) 241 | 242 | title_value = paste(name, "Pass Chart", sep=" ") 243 | ggplot(temp_player,aes(x = Matchweek,y = value)) + 244 | geom_bar(aes(fill = variable),stat = "identity",position = "dodge") + 245 | ggtitle(title_value) + 246 | labs(col="Types of Passes") 247 | 248 | } 249 | 250 | ``` 251 | 252 | 253 | 254 | ```{r} 255 | get_pass_chart("Thiago Alcántara") 256 | ``` 257 | 258 | ```{r} 259 | 260 | get_pressure_chart=function(name) { 261 | player = epl_player[which(epl_player["Name"] == name),]%>% 262 | select(Matchweek, Round,Opponent, Min, `Number of times applying pressures in Defensive third`, `Number of times applying pressures in Midfield third`, `Number of times applying pressures in Attacking third`) 263 | for (i in 1:38) { 264 | currmw = paste("Matchweek", toString(i), sep=" ") 265 | if (!any(player==currmw) ) { 266 | new_row = data.frame(i, currmw,"NA", 0, 0, 0, 0) 267 | names(new_row) = c("Matchweek","Round", "Opponent", "Min", "Number of times applying pressures in Defensive third", "Number of times applying pressures in Midfield third", "Number of times applying pressures in Attacking third") 268 | player = rbind(player, new_row) 269 | } else { 270 | player$Matchweek[player$Round == currmw] = i 271 | } 272 | } 273 | player = player[order(player$Matchweek),] 274 | colnames(player)[5] = "Defensive3rd" 275 | colnames(player)[6] = "Midfield3rd" 276 | colnames(player)[7] = "Attacking3rd" 277 | temp_player <- melt(player[,c('Matchweek','Defensive3rd','Midfield3rd','Attacking3rd')],id.vars = 1, value.name = "Pressures", variable.name = "Types of Pressure") 278 | title_value = paste(name, "Pressure Applied Chart", sep=" ") 279 | ggplot(temp_player,aes(x = Matchweek,y = Pressures)) + 280 | geom_bar(aes(fill = `Types of Pressure`),stat = "identity",position = "dodge") + 281 | ggtitle(title_value) + 282 | ylim(0, 30) 283 | 284 | } 285 | 286 | ``` 287 | 288 | 289 | ```{r} 290 | # get_pressure_chart("Thiago Alcántara") 291 | get_pressure_chart("Trent Alexander-Arnold") 292 | get_pressure_chart("Andrew Robertson") 293 | get_pressure_chart("Mohamed Salah") 294 | get_pressure_chart("Sadio Mané") 295 | # get_pressure_chart("Roberto Firmino") 296 | # get_pressure_chart("Fabinho") 297 | # get_pressure_chart("Georginio Wijnaldum") 298 | # get_pressure_chart("Bruno Fernandes") 299 | # get_pressure_chart("Marcus Rashford") 300 | # get_pressure_chart("Paul Pogba") 301 | # get_pressure_chart("Scott McTominay") 302 | # get_pressure_chart("Fred") 303 | # get_pressure_chart("Edinson Cavani") 304 | # get_pressure_chart("İlkay Gündoğan") 305 | # get_pressure_chart("Kevin De Bruyne") 306 | # get_pressure_chart("Riyad Mahrez") 307 | # get_pressure_chart("Phil Foden") 308 | # get_pressure_chart("Raheem Sterling") 309 | # get_pressure_chart("Rodri") 310 | ``` 311 | 312 | 313 | 314 | 315 | 316 | 317 | -------------------------------------------------------------------------------- /fbref_scout_extraction.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | import numpy as np 3 | import requests 4 | from urllib.request import Request, urlopen 5 | from bs4 import BeautifulSoup 6 | import re 7 | import sys 8 | import time 9 | 10 | def extract_goalkeeper_stats(player_link, goalkeeper_file_name): 11 | name = extractName(player_link) 12 | 13 | try: 14 | df = pd.read_html(player_link, header=1)[0] 15 | if (len(df.columns) < 36): 16 | print("Invalid length of columns", player_link) 17 | return 18 | df = df.drop(columns=['Match Report']) 19 | df = df.drop(columns=['Comp'], errors = 'ignore') 20 | df = df.rename(columns={"Day": "Name"}) 21 | df.dropna(subset=["Date"], inplace=True) 22 | df['Name'] = df['Name'].replace( 23 | ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'], name) 24 | 25 | if "PSxG" not in df.columns: 26 | df["Post-Shot Expected Goals"] = np.nan 27 | df = df.rename(columns={"Att": "PassAttemptedLong"}) 28 | 29 | df = df.rename(columns={"Att.1": "PassAtt"}) 30 | df = df.rename(columns={"Att.2": "GoalKickAtt"}) 31 | df = df.rename(columns={"Launch%.1": "GKLaunch%"}) 32 | df = df.rename(columns={"AvgLen.1": "GKAvgLen"}) 33 | df.drop( 34 | df[df["Pos"] == "On matchday squad, but did not play"].index, inplace=True) 35 | df = df[df.Round != "Round"] 36 | df['sort'] = df['Round'].str.extract( 37 | '(\d+)', expand=False).astype(int) 38 | df.sort_values('sort', inplace=True) 39 | df = df.drop('sort', axis=1) 40 | df.fillna(0, inplace=True) 41 | 42 | if (len(df.columns) != 35): 43 | print("Invalid Number of Columns", player_link) 44 | return 45 | 46 | try: 47 | f = open(goalkeeper_file_name) 48 | df.to_csv(goalkeeper_file_name, index=False, 49 | header=False, mode='a') 50 | f.close() 51 | except: 52 | df.to_csv(goalkeeper_file_name, index=False) 53 | except Exception: 54 | print(Exception) 55 | print("Invalid Goalkeeper", player_link) 56 | return 57 | 58 | 59 | def extract_player_stats(player_link, player_file_name): 60 | name = extractName(player_link) 61 | new_player_link = player_link.replace("keeper", "passing") 62 | try: 63 | df = pd.read_html(new_player_link, header=1)[0] 64 | df = df.drop(columns=['Match Report']) 65 | df = df.drop(columns=['Comp'], errors = 'ignore') 66 | df = df.rename(columns={"Day": "Name"}) 67 | df.dropna(subset=["Date"], inplace=True) 68 | df['Name'] = df['Name'].replace( 69 | ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'], name) 70 | df = df.rename(columns={"Att": "PassAtt"}) 71 | df = df.rename( 72 | columns={"TotDist": "PassTotDist"}) 73 | df = df.rename(columns={"PrgDist": "PassPrgDist"}) 74 | df = df.rename(columns={"1/3": "PassFinThird"}) 75 | df = df.rename(columns={"Prog": "PassProg"}) 76 | df.fillna(0, inplace=True) 77 | 78 | time.sleep(2) 79 | new_player_link = player_link.replace("keeper", "gca") 80 | df_2 = pd.read_html(new_player_link, header=1)[0] 81 | df_2 = df_2.drop(columns=['Match Report']) 82 | df_2 = df_2.drop(columns=['Comp'], errors = 'ignore') 83 | df_2 = df_2.rename(columns={"Day": "Name"}) 84 | df_2.dropna(subset=["Date"], inplace=True) 85 | df_2['Name'] = df_2['Name'].replace( 86 | ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'], name) 87 | df_2 = df_2.drop(['Date', 'Name', 'Round', 'Venue', 'Result', 88 | 'Squad', 'Opponent', 'Start', 'Pos', 'Min'], axis=1) 89 | df_2 = df_2.rename( 90 | columns={"PassLive": "PassLiveShot"}) 91 | df_2 = df_2.rename( 92 | columns={"PassDead": "PassDeadShot"}) 93 | df_2 = df_2.rename( 94 | columns={"Drib": "DribShot"}) 95 | df_2 = df_2.rename( 96 | columns={"Sh": "ShLSh"}) 97 | df_2 = df_2.rename( 98 | columns={"Def": "DefShot"}) 99 | df_2 = df_2.rename( 100 | columns={"PassLive.1": "PassLiveGoal"}) 101 | df_2 = df_2.rename( 102 | columns={"PassDead.1": "PassDeadGoal"}) 103 | df_2 = df_2.rename( 104 | columns={"Drib.1": "DribGoal"}) 105 | df_2 = df_2.rename(columns={"Sh.1": "ShGoal"}) 106 | df_2 = df_2.rename(columns={"Fld.1": "FldGoal"}) 107 | df_2 = df_2.rename( 108 | columns={"Def.1": "DefGoal"}) 109 | df_2.fillna(0, inplace=True) 110 | 111 | time.sleep(1) 112 | new_player_link = player_link.replace("keeper", "defense") 113 | df_3 = pd.read_html(new_player_link, header=1)[0] 114 | df_3 = df_3.drop(columns=['Match Report']) 115 | df_3 = df_3.drop(columns=['Comp'], errors = 'ignore') 116 | df_3 = df_3.rename(columns={"Day": "Name"}) 117 | df_3.dropna(subset=["Date"], inplace=True) 118 | df_3['Name'] = df_3['Name'].replace( 119 | ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'], name) 120 | df_3 = df_3.drop(['Date', 'Name', 'Round', 'Venue', 'Result', 121 | 'Squad', 'Opponent', 'Start', 'Pos', 'Min'], axis=1) 122 | df_3 = df_3.rename( 123 | columns={"Def 3rd": "TacklesDef3rd"}) 124 | df_3 = df_3.rename( 125 | columns={"Mid 3rd": "TacklesMid3rd"}) 126 | df_3 = df_3.rename(columns={"Att 3rd": "TacklesAtt3rd"}) 127 | df_3 = df_3.rename(columns={"Tkl.1": "DribTackled"}) 128 | df_3 = df_3.rename(columns={"Att": "DribContest"}) 129 | df_3 = df_3.rename(columns={"Tkl%": "DribTackled%"}) 130 | df_3 = df_3.rename(columns={"Succ": "SuccPress"}) 131 | df_3 = df_3.rename(columns={"%": "SuccPress%"}) 132 | df_3 = df_3.rename( 133 | columns={"Def 3rd.1": "PressDef3rd"}) 134 | df_3 = df_3.rename( 135 | columns={"Mid 3rd.1": "PressMid3rd"}) 136 | df_3 = df_3.rename( 137 | columns={"Att 3rd.1": "PressAtt3rd"}) 138 | df_3 = df_3.rename( 139 | columns={"Sh": "BlockSh"}) 140 | df_3.fillna(0, inplace=True) 141 | 142 | time.sleep(3) 143 | new_player_link = player_link.replace("keeper", "possession") 144 | df_4 = pd.read_html(new_player_link, header=1)[0] 145 | df_4 = df_4.drop(columns=['Match Report']) 146 | df_4 = df_4.drop(columns=['Comp'], errors = 'ignore') 147 | df_4 = df_4.rename(columns={"Day": "Name"}) 148 | df_4.dropna(subset=["Date"], inplace=True) 149 | df_4['Name'] = df_4['Name'].replace( 150 | ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'], name) 151 | df_4 = df_4.drop(['Date', 'Name', 'Round', 'Venue', 'Result', 152 | 'Squad', 'Opponent', 'Start', 'Pos', 'Min'], axis=1) 153 | df_4 = df_4.rename(columns={"Def 3rd": "TouchDef3rd"}) 154 | df_4 = df_4.rename(columns={"Mid 3rd": "TouchMid3rd"}) 155 | df_4 = df_4.rename(columns={"Att 3rd": "TouchAtt3rd"}) 156 | df_4 = df_4.rename( 157 | columns={"Att Pen": "AttPen"}) 158 | df_4 = df_4.rename(columns={"Prog": "ProgCarries"}) 159 | df_4 = df_4.rename(columns={"1/3": "CarriesFinThird"}) 160 | df_4 = df_4.rename(columns={"Prog.1": "ProgPassRec"}) 161 | df_4.fillna(0, inplace=True) 162 | 163 | time.sleep(2) 164 | new_player_link = player_link.replace("keeper", "summary") 165 | df_5 = pd.read_html(new_player_link, header=1)[0] 166 | df_5 = df_5.drop(columns=['Match Report']) 167 | df_5 = df_5.drop(columns=['Comp'], errors = 'ignore') 168 | df_5 = df_5.drop(columns=['Ast'], errors = 'ignore') 169 | df_5 = df_5.drop(columns=['Ast'], errors = 'ignore') 170 | df_5 = df_5.drop(columns=['Press'], errors = 'ignore') 171 | df_5 = df_5.drop(columns=['Tkl'], errors = 'ignore') 172 | df_5 = df_5.drop(columns=['Int'], errors = 'ignore') 173 | df_5 = df_5.drop(columns=['Blocks'], errors = 'ignore') 174 | df_5 = df_5.drop(columns=['xA'], errors = 'ignore') 175 | df_5 = df_5.drop(columns=['SCA'], errors = 'ignore') 176 | df_5 = df_5.drop(columns=['GCA'], errors = 'ignore') 177 | 178 | df_5 = df_5.drop(columns=['Cmp'], errors = 'ignore') 179 | df_5 = df_5.drop(columns=['Att'], errors = 'ignore') 180 | df_5 = df_5.drop(columns=['Cmp%'], errors = 'ignore') 181 | df_5 = df_5.drop(columns=['Prog'], errors = 'ignore') 182 | 183 | df_5 = df_5.drop(columns=['Carries'], errors = 'ignore') 184 | df_5 = df_5.drop(columns=['Prog.1'], errors = 'ignore') 185 | 186 | df_5 = df_5.drop(columns=['Succ'], errors = 'ignore') 187 | df_5 = df_5.drop(columns=['Att.1'], errors = 'ignore') 188 | 189 | df_5 = df_5.drop(columns=['Fls'], errors = 'ignore') 190 | df_5 = df_5.drop(columns=['Fld'], errors = 'ignore') 191 | df_5 = df_5.drop(columns=['Off'], errors = 'ignore') 192 | df_5 = df_5.drop(columns=['Crs'], errors = 'ignore') 193 | df_5 = df_5.drop(columns=['TklW'], errors = 'ignore') 194 | df_5 = df_5.drop(columns=['OG'], errors = 'ignore') 195 | df_5 = df_5.drop(columns=['PKwon'], errors = 'ignore') 196 | df_5 = df_5.drop(columns=['PKcon'], errors = 'ignore') 197 | df_5 = df_5.drop(columns=['Touches'], errors = 'ignore') 198 | 199 | df_5 = df_5.rename(columns={"Day": "Name"}) 200 | df_5.dropna(subset=["Date"], inplace=True) 201 | df_5['Name'] = df_5['Name'].replace( 202 | ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'], name) 203 | df_5 = df_5.drop(['Date', 'Name', 'Round', 'Venue', 'Result', 204 | 'Squad', 'Opponent', 'Start', 'Pos', 'Min'], axis=1) 205 | df_5.fillna(0, inplace=True) 206 | 207 | concatenated = pd.concat([df, df_2, df_3, df_4, df_5], axis=1) 208 | 209 | concatenated.drop( 210 | concatenated[concatenated["Date"] == "Date"].index, inplace=True) 211 | concatenated.drop( 212 | concatenated[concatenated["Pos"] == "On matchday squad, but did not play"].index, inplace=True) 213 | concatenated['sort'] = concatenated['Round'].str.extract( 214 | '(\d+)', expand=False).astype(int) 215 | concatenated.sort_values('sort', inplace=True) 216 | concatenated = concatenated.drop('sort', axis=1) 217 | if (len(concatenated.columns) != 101): 218 | print("Invalid Number of Columns", player_link) 219 | return 220 | try: 221 | f = open(player_file_name) 222 | concatenated.to_csv( 223 | player_file_name, index=False, header=False, mode='a') 224 | f.close() 225 | except: 226 | concatenated.to_csv(player_file_name, index=False) 227 | except Exception as e: 228 | print(e) 229 | print("Invalid Outfield Player", player_link) 230 | return 231 | 232 | 233 | def extractName(player_link): 234 | # res = requests.get(player_link) 235 | # html_page = res.content 236 | res = Request(player_link, headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/101.0.4951.64 Safari/537.36'}) 237 | html_page = urlopen(res).read() 238 | soup = BeautifulSoup(html_page, 'html.parser') 239 | # name = soup.find("h1", {"itemprop": "name"}) 240 | name = soup.find("h1") 241 | return name.find("span").text 242 | 243 | EPL_dict = { 244 | "Tottenham Hotspur": "https://fbref.com/en/squads/361ca564/Tottenham-Hotspur-Stats", 245 | "Everton": "https://fbref.com/en/squads/d3fd31cc/Everton-Stats", 246 | "Liverpool":"https://fbref.com/en/squads/822bd0ba/Liverpool-Stats", 247 | "Chelsea": "https://fbref.com/en/squads/cff3d9bb/Chelsea-Stats", 248 | "Crystal Palace": "https://fbref.com/en/squads/47c64c55/Crystal-Palace-Stats", 249 | "Manchester United": "https://fbref.com/en/squads/19538871/Manchester-United-Stats", 250 | "Leeds United": "https://fbref.com/en/squads/5bfb9659/Leeds-United-Stats", 251 | "Southampton" : "https://fbref.com/en/squads/33c895d4/Southampton-Stats", 252 | "Manchester City": "https://fbref.com/en/squads/b8fd03ef/Manchester-City-Stats", 253 | "West Ham":"https://fbref.com/en/squads/7c21e445/West-Ham-United-Stats", 254 | "Leicester City":"https://fbref.com/en/squads/a2d435b3/Leicester-City-Stats", 255 | "Wolves":"https://fbref.com/en/squads/8cec06e1/Wolverhampton-Wanderers-Stats", 256 | "Brighton":"https://fbref.com/en/squads/d07537b9/Brighton-and-Hove-Albion-Stats", 257 | "Arsenal":"https://fbref.com/en/squads/18bb7c10/Arsenal-Stats", 258 | "Brentford":"https://fbref.com/en/squads/cd051869/Brentford-Stats", 259 | "Burnley": "https://fbref.com/en/squads/943e8050/Burnley-Stats", 260 | "Norwich": "https://fbref.com/en/squads/1c781004/Norwich-City-Stats", 261 | "Watford":"https://fbref.com/en/squads/2abfe087/Watford-Stats", 262 | "Newcastle":"https://fbref.com/en/squads/b2b47a98/Newcastle-United-Stats", 263 | "Aston Villa":"https://fbref.com/en/squads/8602292d/Aston-Villa-Stats" 264 | } 265 | 266 | Bundesliga_dict = { 267 | "Mainz": "https://fbref.com/en/squads/a224b06a/Mainz-05-Stats", 268 | "Bayer Leverkusen": "https://fbref.com/en/squads/c7a9f859/Bayer-Leverkusen-Stats", 269 | "Arminia" : "https://fbref.com/en/squads/247c4b67/Arminia-Stats", 270 | "Freiburg" : "https://fbref.com/en/squads/a486e511/Freiburg-Stats", 271 | "Monchengladbach": "https://fbref.com/en/squads/32f3ee20/Monchengladbach-Stats", 272 | "Union Berlin": "https://fbref.com/en/squads/7a41008f/Union-Berlin-Stats", 273 | "Greuther Furth": "https://fbref.com/en/squads/12192a4c/Greuther-Furth-Stats", 274 | "RB Leipzig": "https://fbref.com/en/squads/acbb6a5b/RB-Leipzig-Stats", 275 | "Hertha BSC": "https://fbref.com/en/squads/2818f8bc/Hertha-BSC-Stats", 276 | "Wolfsburg":"https://fbref.com/en/squads/4eaa11d7/Wolfsburg-Stats", 277 | "Hoffenheim":"https://fbref.com/en/squads/033ea6b8/Hoffenheim-Stats", 278 | "Bayern Munich": "https://fbref.com/en/squads/054efa67/Bayern-Munich-Stats", 279 | "Koln":"https://fbref.com/en/squads/bc357bf7/Koln-Stats", 280 | "Dortmund": "https://fbref.com/en/squads/add600ae/Dortmund-Stats", 281 | "Stuttgart": "https://fbref.com/en/squads/598bc722/Stuttgart-Stats", 282 | "Eintracht Frankfurt": "https://fbref.com/en/squads/f0ac8ee6/Eintracht-Frankfurt-Stats", 283 | "Bochum" : "https://fbref.com/en/squads/b42c6323/Bochum-Stats", 284 | "Augsburg":"https://fbref.com/en/squads/0cdc4311/Augsburg-Stats" 285 | } 286 | 287 | Ligue1_dict = { 288 | "PSG":"https://fbref.com/en/squads/e2d8892c/Paris-Saint-Germain-Stats", 289 | "Nantes": "https://fbref.com/en/squads/d7a486cd/Nantes-Stats", 290 | "Nice":"https://fbref.com/en/squads/132ebc33/Nice-Stats", 291 | "Monaco":"https://fbref.com/en/squads/fd6114db/Monaco-Stats", 292 | "Brest":"https://fbref.com/en/squads/fb08dbb3/Brest-Stats", 293 | "Marseille":"https://fbref.com/en/squads/5725cc7b/Marseille-Stats", 294 | "Montpellier":"https://fbref.com/en/squads/281b0e73/Montpellier-Stats", 295 | "Lorient":"https://fbref.com/en/squads/d2c87802/Lorient-Stats", 296 | "Lille":"https://fbref.com/en/squads/cb188c0c/Lille-Stats", 297 | "Bordeaux":"https://fbref.com/en/squads/123f3efe/Bordeaux-Stats", 298 | "Lens": "https://fbref.com/en/squads/fd4e0f7d/Lens-Stats", 299 | "Strasbourg": "https://fbref.com/en/squads/c0d3eab4/Strasbourg-Stats", 300 | "Angers": "https://fbref.com/en/squads/69236f98/Angers-Stats", 301 | "Saint Etienne": "https://fbref.com/en/squads/d298ef2c/Saint-Etienne-Stats", 302 | "Metz": "https://fbref.com/en/squads/f83960ae/Metz-Stats", 303 | "Lyon:": "https://fbref.com/en/squads/d53c0b06/Lyon-Stats", 304 | "Rennes": "https://fbref.com/en/squads/b3072e00/Rennes-Stats", 305 | "Reims": "https://fbref.com/en/squads/7fdd64e0/Reims-Stats", 306 | "Clermont Foot": "https://fbref.com/en/squads/d9676424/Clermont-Foot-Stats", 307 | "Troyes": "https://fbref.com/en/squads/54195385/Troyes-Stats" 308 | } 309 | 310 | SerieA_dict = { 311 | "Udinese":"https://fbref.com/en/squads/04eea015/Udinese-Stats", 312 | "Milan": "https://fbref.com/en/squads/dc56fe14/Milan-Stats", 313 | "Cagliari":"https://fbref.com/en/squads/c4260e09/Cagliari-Stats", 314 | "Spezia":"https://fbref.com/en/squads/68449f6d/Spezia-Stats", 315 | "Sassuolo":"https://fbref.com/en/squads/e2befd26/Sassuolo-Stats", 316 | "Napoli":"https://fbref.com/en/squads/d48ad4ff/Napoli-Stats", 317 | "Atalanta":"https://fbref.com/en/squads/922493f3/Atalanta-Stats", 318 | "Empoli":"https://fbref.com/en/squads/a3d88bd8/Empoli-Stats", 319 | "Hellas Verona":"https://fbref.com/en/squads/0e72edf2/Hellas-Verona-Stats", 320 | "Sampdoria":"https://fbref.com/en/squads/8ff9e3b3/Sampdoria-Stats", 321 | "Juventus":"https://fbref.com/en/squads/e0652b02/Juventus-Stats", 322 | "Lazio":"https://fbref.com/en/squads/7213da33/Lazio-Stats", 323 | "Genoa":"https://fbref.com/en/squads/658bf2de/Genoa-Stats", 324 | "Roma":"https://fbref.com/en/squads/cf74a709/Roma-Stats", 325 | "Venezia":"https://fbref.com/en/squads/af5d5982/Venezia-Stats", 326 | "Fiorentina":"https://fbref.com/en/squads/421387cf/Fiorentina-Stats", 327 | "Salernitana":"https://fbref.com/en/squads/c5577084/Salernitana-Stats", 328 | "Torino":"https://fbref.com/en/squads/105360fe/Torino-Stats", 329 | "Internazionale":"https://fbref.com/en/squads/d609edc0/Internazionale-Stats", 330 | "Bologna":"https://fbref.com/en/squads/1d8099f8/Bologna-Stats" 331 | } 332 | 333 | LaLiga_dict = { 334 | "Sevilla":"https://fbref.com/en/squads/ad2be733/Sevilla-Stats", 335 | "Real Betis":"https://fbref.com/en/squads/fc536746/Real-Betis-Stats", 336 | "Rayo Vallecano":"https://fbref.com/en/squads/98e8af82/Rayo-Vallecano-Stats", 337 | "Granada":"https://fbref.com/en/squads/a0435291/Granada-Stats", 338 | "Mallorca":"https://fbref.com/en/squads/2aa12281/Mallorca-Stats", 339 | "Real Sociedad":"https://fbref.com/en/squads/e31d1cd9/Real-Sociedad-Stats", 340 | "Osasuna":"https://fbref.com/en/squads/03c57e2b/Osasuna-Stats", 341 | "Espanyol":"https://fbref.com/en/squads/a8661628/Espanyol-Stats", 342 | "Atletico Madrid":"https://fbref.com/en/squads/db3b9613/Atletico-Madrid-Stats", 343 | "Celta Vigo":"https://fbref.com/en/squads/f25da7fb/Celta-Vigo-Stats", 344 | "Real Madrid":"https://fbref.com/en/squads/53a2f082/Real-Madrid-Stats", 345 | "Barcelona":"https://fbref.com/en/squads/206d90db/Barcelona-Stats", 346 | "Cadiz":"https://fbref.com/en/squads/ee7c297c/Cadiz-Stats", 347 | "Athletic Club":"https://fbref.com/en/squads/2b390eca/Athletic-Club-Stats", 348 | "Valencia":"https://fbref.com/en/squads/dcc91a7b/Valencia-Stats", 349 | "Elche":"https://fbref.com/en/squads/6c8b07df/Elche-Stats", 350 | "Alaves":"https://fbref.com/en/squads/8d6fd021/Alaves-Stats", 351 | "Villarreal":"https://fbref.com/en/squads/2a8183b3/Villarreal-Stats", 352 | "Getafe":"https://fbref.com/en/squads/7848bd64/Getafe-Stats", 353 | "Levante":"https://fbref.com/en/squads/9800b6a1/Levante-Stats" 354 | } 355 | 356 | url_dict = {"EPL": "9/Premier-League-Stats", "Ligue 1": "13/Ligue-1-Stats", 357 | "Bundesliga": "20/Bundesliga-Stats", "Serie A": "11/Serie-A-Stats", "La Liga": "12/La-Liga-Stats"} 358 | league_dict = {"EPL": "s11160", "Ligue 1": "s11183", 359 | "Bundesliga": "s11193", "Serie A": "s11222", "La Liga": "s11174"} 360 | player_file_dict = {"EPL": "playerstats_epl.csv", "Ligue 1": "playerstats_ligue1.csv", 361 | "Bundesliga": "playerstats_bundesliga.csv", "Serie A": "playerstats_seriea.csv", "La Liga": "playerstats_laliga.csv"} 362 | similar_player_file_dict = {"EPL": "similar_player_epl.csv", "Ligue 1": "similar_player_ligue1.csv", 363 | "Bundesliga": "similar_player_bundesliga.csv", "Serie A": "similar_player_seriea.csv", "La Liga": "similar_player_laliga.csv"} 364 | goalkeeper_file_dict = {"EPL": "goalkeeperstats_epl.csv", "Ligue 1": "goalkeeperstats_ligue1.csv", 365 | "Bundesliga": "goalkeeperstats_bundesliga.csv", "Serie A": "goalkeeperstats_seriea.csv", "La Liga": "goalkeeperstats_laliga.csv"} 366 | 367 | def scrapeStats(): 368 | 369 | 370 | league = input( 371 | "Enter League Here (EPL, Ligue 1, Bundesliga, Serie A, La Liga). Press Enter when ready: ") 372 | 373 | first_url_value = "" 374 | league_code_value = "" 375 | player_file_name = "" 376 | goalkeeper_file_name = "" 377 | 378 | if(url_dict.get(league) is None): 379 | print("Invalid League! Please enter League again!") 380 | exit() 381 | else: 382 | first_url_value += url_dict[league] 383 | league_code_value += league_dict[league] 384 | player_file_name += player_file_dict[league] 385 | goalkeeper_file_name += goalkeeper_file_dict[league] 386 | 387 | # Get List of Teams 388 | 389 | final_team_array = [] 390 | if (league == "EPL"): 391 | for teamurl in EPL_dict.items(): 392 | final_team_array.append(teamurl[1]) 393 | elif(league == "Ligue 1"): 394 | for teamurl in Ligue1_dict.items(): 395 | final_team_array.append(teamurl[1]) 396 | elif(league == "Bundesliga"): 397 | for teamurl in Bundesliga_dict.items(): 398 | final_team_array.append(teamurl[1]) 399 | 400 | elif(league == "Serie A"): 401 | for teamurl in SerieA_dict.items(): 402 | final_team_array.append(teamurl[1]) 403 | 404 | elif(league == "La Liga"): 405 | for teamurl in LaLiga_dict.items(): 406 | final_team_array.append(teamurl[1]) 407 | else: 408 | print("Invalid League! Please enter League again!") 409 | exit() 410 | 411 | # print(final_team_array) 412 | # Get List of all Players and their respective links 413 | 414 | player_array = [] 415 | player_final_array = [] 416 | final_link = [] 417 | 418 | text_contains_players = "/en/players/" 419 | text_contains_summary = "summary" 420 | 421 | for team_url in final_team_array: 422 | # res = requests.get(team_url) 423 | # team_html_page = res.content 424 | res = Request(team_url, headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/101.0.4951.64 Safari/537.36'}) 425 | team_html_page = urlopen(res).read() 426 | 427 | soup_team = BeautifulSoup(team_html_page, 'html.parser') 428 | 429 | text = soup_team.find_all("a", href=True) 430 | for a in text: 431 | if text_contains_players in a["href"] and text_contains_summary in a["href"]: 432 | player_array.append(a["href"]) 433 | player_array = list(set(player_array)) 434 | 435 | for i in player_array: 436 | if "matchlog" in i: 437 | player_final_array.append("https://fbref.com"+i) 438 | 439 | # player_final_array = list(set(player_final_array)) 440 | # for i in player_final_array: 441 | # print(i) 442 | # print(player_final_array) 443 | for link in player_final_array: 444 | temp_link = link.replace("summary", "keeper") 445 | temp_link = temp_link.replace("2021-2022", league_code_value) 446 | final_link.append(temp_link) 447 | 448 | final_link = list(set(final_link)) 449 | final_link.sort() 450 | 451 | # Check if Player is GK. 452 | # If GK, call extract_goalkeeper_stats 453 | # If not GK, call extract_player_stats 454 | for player in final_link: 455 | 456 | # res_player = requests.get(player) 457 | # html_page_player = res_player.content 458 | 459 | res = Request(player, headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/101.0.4951.64 Safari/537.36'}) 460 | html_page_player = urlopen(res).read() 461 | 462 | new_soup = BeautifulSoup(html_page_player, 'html.parser') 463 | 464 | searched_word = "GK" 465 | 466 | new_result = new_soup.find_all( 467 | string=re.compile('.*{0}.*'.format(searched_word))) 468 | 469 | if(len(new_result) == 0): 470 | extract_player_stats(player, player_file_name) 471 | else: 472 | # print(player) 473 | extract_goalkeeper_stats(player, goalkeeper_file_name) 474 | time.sleep(10) 475 | 476 | def scrapeSimilarPlayers(): 477 | league = input( 478 | "Enter League Here (EPL, Ligue 1, Bundesliga, Serie A, La Liga). Press Enter when ready: ") 479 | 480 | first_url_value = "" 481 | league_code_value = "" 482 | player_file_name = "" 483 | goalkeeper_file_name = "" 484 | list_of_id = ["similar_GK", "similar_CB", "similar_FB", "similar_MF", "similar_FW", "similar_AM"] 485 | position = {"similar_GK": "GK", "similar_CB":"CB", "similar_FB":"FB", "similar_FW":"FW", "similar_AM":"AM", "similar_MF":"MF"} 486 | 487 | if(url_dict.get(league) is None): 488 | print("Invalid League! Please enter League again!") 489 | exit() 490 | else: 491 | first_url_value += url_dict[league] 492 | league_code_value += league_dict[league] 493 | player_file_name += player_file_dict[league] 494 | goalkeeper_file_name += goalkeeper_file_dict[league] 495 | 496 | # Get List of Teams 497 | 498 | final_team_array = [] 499 | if (league == "EPL"): 500 | for teamurl in EPL_dict.items(): 501 | final_team_array.append(teamurl[1]) 502 | elif(league == "Ligue 1"): 503 | for teamurl in Ligue1_dict.items(): 504 | final_team_array.append(teamurl[1]) 505 | elif(league == "Bundesliga"): 506 | for teamurl in Bundesliga_dict.items(): 507 | final_team_array.append(teamurl[1]) 508 | 509 | elif(league == "Serie A"): 510 | for teamurl in SerieA_dict.items(): 511 | final_team_array.append(teamurl[1]) 512 | 513 | elif(league == "La Liga"): 514 | for teamurl in LaLiga_dict.items(): 515 | final_team_array.append(teamurl[1]) 516 | else: 517 | print("Invalid League! Please enter League again!") 518 | exit() 519 | 520 | player_array = [] 521 | player_final_array = [] 522 | 523 | text_contains_players = "/en/players/" 524 | text_contains_matchlogs = "matchlogs" 525 | 526 | for team_url in final_team_array: 527 | # res = requests.get(team_url) 528 | # team_html_page = res.content 529 | 530 | res = Request(team_url, headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/101.0.4951.64 Safari/537.36'}) 531 | team_html_page = urlopen(res).read() 532 | 533 | soup_team = BeautifulSoup(team_html_page, 'html.parser') 534 | 535 | text = soup_team.find_all("a", href=True) 536 | for a in text: 537 | if text_contains_players in a["href"] and text_contains_matchlogs not in a["href"]: 538 | player_array.append(a["href"]) 539 | player_array = list(set(player_array)) 540 | 541 | for i in player_array: 542 | player_final_array.append("https://fbref.com"+i) 543 | 544 | player_final_array.sort() 545 | player_final_array.remove("https://fbref.com/en/players/") 546 | for player in player_final_array: 547 | 548 | name_player = extractName(player) 549 | print(name_player) 550 | # res_player = requests.get(player) 551 | # html_page_player = res_player.content 552 | 553 | res = Request(player, headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/101.0.4951.64 Safari/537.36'}) 554 | html_page_player = urlopen(res).read() 555 | new_soup = BeautifulSoup(html_page_player, 'html.parser') 556 | for id in list_of_id: 557 | list_of_similar_players = [] 558 | name = new_soup.find("table", {"id": id}) 559 | if (name is not None): 560 | tbody = name.find("tbody") 561 | all_td = tbody.find_all("td",{"data-stat":"player"}) 562 | for td in all_td: 563 | player_name = td.find("a").text 564 | list_of_similar_players.append(player_name) 565 | # print(list_of_similar_players) 566 | column_header = ["Name", "Position", "Rank 1","Rank 2", "Rank 3", "Rank 4", "Rank 5", "Rank 6", "Rank 7", "Rank 8", "Rank 9","Rank 10"] 567 | # print(position[id]) 568 | list_of_similar_players.insert(0,position[id]) 569 | list_of_similar_players.insert(0,name_player) 570 | final_data = pd.DataFrame(data = [list_of_similar_players], columns = column_header) 571 | player_file_name = similar_player_file_dict[league] 572 | try: 573 | f = open(player_file_name) 574 | final_data.to_csv(player_file_name, index=False, header=False, mode='a') 575 | f.close() 576 | except: 577 | final_data.to_csv(player_file_name, index=False) 578 | 579 | scrapeStats() 580 | # scrapeSimilarPlayers() -------------------------------------------------------------------------------- /similar_player_bundesliga.csv: -------------------------------------------------------------------------------- 1 | Name,Position,Rank 1,Rank 2,Rank 3,Rank 4,Rank 5,Rank 6,Rank 7,Rank 8,Rank 9,Rank 10 2 | Moussa Niakhate,CB,Marvin Friedrich,Francesco Acerbi,Edoardo Goldaniga,Armando Izzo,Rafael Tolói,David Abraham,Samir Santos,Igor Zubeldia,Takehiro Tomiyasu,Martin Hinteregger 3 | Leandro Barreiro Martins,MF,Morten Thorsby,Baptiste Santamaria,Yangel Herrera,Dominik Kohr,Casemiro,Danny Latza,Mauro Arambarri,Lamine Fomba,Marco Parolo,Nemanja Maksimović 4 | Niklas Moisander,CB,Loïc Bade,Jonathan Panzo,Kalidou Koulibaly,Dominique Heintz,Rafael Czichos,Steven Fortes,Wout Faes,Kevin Bonifazi,Wesley Hoedt,Jeffrey Gouweleeuw 5 | Konstantinos Mavropanos,CB,John Brooks,Maxence Lacroix,Mats Hummels,Gleison Bremer,Wesley Fofana,Martin Hinteregger,Romain Saïss,Stefan Posch,Anaitz Arbilla,Pape Abou Cisse 6 | Julian Ryerson,FB,Pedro Pereira,Kingsley Ehizibue,Séamus Coleman,Aarón Martín,Lucas Olaza,Matthieu Udol,Pablo Maffeo,Carlos Clerc,Christopher Lenz,Sébastien Corchia 7 | Valentino Lazaro,FB,Erik Durm,Davide Zappacosta,Marius Wolf,Silas Wamangituka,Pol Lirola,Nahuel Molina,Ridle Baku,Mohamed Fares,Ivan Perišić,Alfonso Pedraza 8 | Valentino Lazaro,AM,Josh Brownhill,Jóhann Berg Guðmundsson,Óscar Plano,Renaud Ripart,Marc Cucurella,Luis Rioja,Bobby Reid,Pablo Fornals,Allan Nyom,Miguel Almirón 9 | Sebastiaan Bornauw,CB,John Egan,Sebastien De Maio,Willy Boly,Keven Schlotterbeck,Angelo Ogbonna,Tyrone Mings,Lorenzo Tonelli,Ezri Konsa,Xabier Etxeita,Joaquín Fernández 10 | Kingsley Coman,AM,Leroy Sané,Christian Pulisic,Ruslan Malinovskyi,Sadio Mané,Riyad Mahrez,Phil Foden,Ángel Di María,Christopher Nkunku,Serge Gnabry,Samuel Chukwueze 11 | Raphaël Guerreiro,FB,Leonardo Spinazzola,Trent Alexander-Arnold,Achraf Hakimi,Jordi Alba,Juan Cuadrado,Angeliño,Lucas Vázquez,Darko Lazović,Bruno Peres,Federico Dimarco 12 | David Alaba,CB,Alessandro Bastoni,Bryan Cristante,Emre Can,Marcel Halstenberg,Óscar Mingueza,Igor Zubeldia,Mario Hermoso,Berat Djimsiti,César Azpilicueta,Francesco Acerbi 13 | David Alaba,MF,Jordan Henderson,Granit Xhaka,Matteo Ricci,Harry Winks,Bryan Cristante,Leandro Paredes,Martín Zubimendi,Pierre Højbjerg,Steven Nzonzi,Fernandinho 14 | Iago,FB,Juan Miranda,Luke Thomas,Theodor Gebre Selassie,Oscar Wendt,Rubén Duarte,Lucas Olaza,Sébastien Corchia,Thierry Correia,Ander Capa,Kingsley Ehizibue 15 | Christopher Trimmel,FB,Miguel Trauco,Vladimír Coufal,Aaron Cresswell,Marvin Plattenhardt,Djibril Sidibé,Lucas Olaza,Raphael Framberger,Rafa Soares,Bastian Oczipka,Conor Townsend 16 | Tanguy Coulibaly,FB,Silas Wamangituka,Yannick Carrasco,Davide Zappacosta,Ivan Perišić,Solly March,Achraf Hakimi,Ridle Baku,Marius Wolf,Filip Kostić,Sergiño Dest 17 | Mats Hummels,CB,Willi Orban,John Brooks,Niklas Süle,Gianluca Mancini,Gleison Bremer,Martin Hinteregger,Jannik Vestergaard,Diego Godín,Wesley Fofana,Konstantinos Mavropanos 18 | Jonathan Burkardt,FW,Richarlison,Joelinton,David McGoldrick,Josh Sargent,Danny Ings,Lucas Boyé,Eldor Shomurodov,Lucas Höler,Ondrej Duda,Romain Hamouma 19 | Jonathan Burkardt,AM,Trézéguet,Richarlison,Denis Bouanga,Robin Quaison,Édgar Méndez,Dodi Lukebakio,Ander Barrenetxea,Bobby Reid,Theo Walcott,João Pedro 20 | Maximilian Philipp,AM,Roland Sallai,Robin Quaison,José Luis Morales,Kevin Volland,Portu,João Pedro,Richarlison,Theo Walcott,Pierre-Emerick Aubameyang,Bertrand Traoré 21 | Nemanja Radonjić,AM,Samuel Chukwueze,Riccardo Orsolini,Marcus Rashford,Florian Thauvin,Munir El Haddadi,Harvey Barnes,Sadio Mané,Pedro,Jonathan Ikone,Roland Sallai 22 | Sven Bender,CB,José Fonte,John Brooks,Edmond Tapsoba,Marcelo,Lukas Klostermann,Marquinhos,Diego Godín,Nikola Maksimović,Armando Izzo,Samir Santos 23 | Martin Hinteregger,CB,Willi Orban,Rafael Tolói,Marvin Friedrich,Obite N'Dicka,Mats Hummels,Armando Izzo,Marquinhos,Gleison Bremer,Romain Saïss,Gianluca Mancini 24 | Diadie Samassékou,MF,Harrison Reed,Okay Yokuşlu,Renato Tapia,Douglas Luiz,Nicolas Höfler,Wilfred Ndidi,Luka Milivojević,Christoph Kramer,Tom Davies,Declan Rice 25 | Jonathan Schmid,FB,Daniel Wass,Luke Thomas,Peter Pekarík,Cédric Soares,Oscar Wendt,Jens Stryger Larsen,Mihailo Ristić,Benjamin Mendy,Romain Perraud,Séamus Coleman 26 | Jiří Pavlenka,GK,Baptiste Reynet,Rafał Gikiewicz,Robin Zentner,Benoît Costil,Gregor Kobel,Édgar Badía,Ralf Fährmann,Predrag Rajković,Jaume Doménech,Paul Nardi 27 | Chris Richards,CB,Francesco Acerbi,César Azpilicueta,Fabinho,Alessandro Bastoni,Edmond Tapsoba,Dayot Upamecano,Waldemar Anton,Patric,Marco Friedl,Ethan Ampadu 28 | Benjamin Henrichs,FB,Christopher Lenz,Ezgjan Alioski,Benjamin Pavard,Zeki Çelik,Nordi Mukiele,Renan Lodi,Ben Chilwell,Pervis Estupiñán,Maximilian Mittelstädt,Robin Gosens 29 | Breel Embolo,FW,Moanes Dabour,Ollie Watkins,Ihlas Bebou,Timo Werner,Gabriel Jesus,Roberto Firmino,Álvaro Morata,Lautaro Martínez,Andrea Belotti,Neal Maupay 30 | Sava Cestic,CB,Jesús Vallejo,Djené,Alessandro Tuia,Dara O'Shea,Ivan Radovanović,Jonathan Panzo,Sebastian Walukiewicz,Jeffrey Gouweleeuw,Fikayo Tomori,Sergio Postigo 31 | Dodi Lukebakio,FW,Che Adams,Ondrej Duda,Richarlison,José Luis Morales,Joelinton,Jordan Ayew,Musa Barrow,Lucas Höler,João Pedro,Ángel Correa 32 | Dodi Lukebakio,AM,Yoane Wissa,Gaëtan Laborde,Moses Simon,Kevin Volland,Richarlison,Robin Quaison,João Pedro,Ferrán Torres,Roland Sallai,Pierre-Emerick Aubameyang 33 | Alexander Schwolow,GK,Thomas Strakosha,Predrag Rajković,Mattia Perin,Álvaro Fernández,Pepe Reina,Édgar Badía,Robin Zentner,Jonas Omlin,Benoît Costil,Jessy Moulin 34 | Eric Maxim Choupo-Moting,FW,Gianluca Lapadula,Alexander Isak,Arkadiusz Milik,Alexandre Lacazette,Danny Welbeck,Moise Kean,Felipe Caicedo,Ollie Watkins,Josh Maja,Borja Mayoral 35 | Dominik Kohr,MF,Baptiste Santamaria,Xaver Schlager,Mikel Vesga,Aurélien Tchouaméni,Yangel Herrera,Saúl Ñíguez,Leandro Barreiro Martins,Wataru Endo,Nicolás Domínguez,Imran Louza 36 | Jeffrey Gouweleeuw,CB,Rúben Vezo,Andrea Masiello,Wout Faes,Lyanco,Sergio Postigo,Koffi Djidji,Dominique Heintz,Ben White,Jérémy Morel,Jordan Torunarigha 37 | Alessandro Schöpf,MF,Soualiho Meïté,John Fleck,Marko Rog,Saša Lukić,Douglas Luiz,John Lundstram,Jaime Seoane,Karol Linetty,André Gomes,Mikel Rico 38 | Alessandro Schöpf,AM,Josh Brownhill,Yunus Musah,Pablo Fornals,Dwight McNeil,Moi Gómez,Marc Cucurella,Miguel Almirón,Alexis Saelemaekers,Ruben Loftus-Cheek,Tete Morente 39 | Omar Mascarell,MF,Tomás Pina Isla,Marshall Munetsi,Isaac Hayden,Renato Tapia,Albin Ekdal,Étienne Capoue,Thomas Delaney,Luka Milivojević,Diadie Samassékou,Tom Davies 40 | Davie Selke,FW,Kike,Enes Ünal,Steve Mounié,Jaime Mata,Ángel Rodríguez,Sergi Enrich,Jonathan Calleri,Wout Weghorst,Christian Benteke,Jorge Molina 41 | Jérôme Roussillon,FB,Séamus Coleman,Álex Moreno,Pedro Pereira,George Baldock,José Luis Gayà,Giuseppe Pezzella,Mohamed Fares,Enda Stevens,Lorenzo Venuti,Héctor Bellerín 42 | Christian Groß,CB,Fabinho,Ștefan Radu,Marco Friedl,Domenico Criscito,Patric,Francesco Acerbi,Chris Basham,Ben White,Jonathan Gradit,Edoardo Goldaniga 43 | Christian Groß,MF,Étienne Capoue,Harrison Reed,Tom Davies,Haris Belkebla,Renato Tapia,Paul Lasne,Geoffrey Kondogbia,Maxime Gonalons,Christoph Kramer,Morgan Schneiderlin 44 | Salih Özcan,MF,Josh Brownhill,Tobias Strobl,John Lundstram,Tomás Rincón,Maximilian Eggestein,Artur Ioniță,Grischa Prömel,Douglas Luiz,Përparim Hetemaj,Lukas Lerager 45 | Daichi Kamada,AM,Jack Harrison,Marco Reus,Ángel Correa,Dani Olmo,Thomas Müller,Henrikh Mkhitaryan,Christopher Nkunku,Franck Honorat,Filip Đuričić,Jonas Hofmann 46 | Sasa Kalajdzic,FW,Wout Weghorst,Álvaro Morata,André Silva,Edin Džeko,Ollie Watkins,Kevin Volland,Burak Yılmaz,Patrik Schick,Gerard Moreno,Christian Benteke 47 | Davy Klaassen,MF,Mattias Svanberg,Elvis Rexhbeçaj,Nolito,Gylfi Sigurðsson,Brais Méndez,Roberto Gagliardini,Marcos Llorente,Giulio Maggiore,Antonín Barák,Suat Serdar 48 | Hwang Hee-chan,FW,Randal Kolo Muani,Breel Embolo,Ángel Correa,Richarlison,Lucas Höler,Neal Maupay,Jonathan David,Danny Ings,Ihlas Bebou,Ollie Watkins 49 | Mijat Gaćinović,FB,Ridle Baku,Yannick Carrasco,Nahuel Molina,Silas Wamangituka,Filip Kostić,Achraf Hakimi,Erik Durm,Angeliño,Marius Wolf,Robin Gosens 50 | Mijat Gaćinović,MF,Nolito,Gylfi Sigurðsson,Gaetano Castrovilli,Marcos Llorente,Jude Bellingham,Mattias Svanberg,Sergej Milinković-Savić,Miha Zajc,Giacomo Bonaventura,Lorenzo Pellegrini 51 | Mijat Gaćinović,AM,Ridle Baku,Jean-Paul Boëtius,Renato Steffen,Pablo Fornals,Alexis Saelemaekers,Rubén García,Óscar Plano,Niclas Eliasson,Antonín Barák,Marc Cucurella 52 | Rafał Gikiewicz,GK,Édgar Badía,Jiří Pavlenka,Baptiste Reynet,Stefan Ortega,Predrag Rajković,Kevin Trapp,Sam Johnstone,Ralf Fährmann,Florian Müller,Robin Zentner 53 | Tobias Strobl,MF,Jack Cork,Tomás Pina Isla,Jens Jønsson,Josh Brownhill,Yannick Cahuzac,Rani Khedira,Nemanja Maksimović,Tom Davies,Artur Ioniță,Ibrahima Sissoko 54 | Krzysztof Piątek,FW,Santi Mina,Eldor Shomurodov,Simeon Nwankwo,Antonio Sanabria,Roberto Soldado,Luuk de Jong,M'Bala Nzola,Sebastian Andersson,Chris Wood,Habib Diallo 55 | João Victor Santos Sá,AM,Mikkel Damsgaard,Jorge de Frutos,Jean-Paul Boëtius,Ayoze Pérez,Gelson Martins,Aitor Ruibal,Alexis Saelemaekers,Julian Brandt,Nathan Redmond,Ritsu Doan 56 | Bouna Sarr,FB,Kyle Walker,Giorgos Kiriakopoulos,Yuri Berchiche,Ronaël Pierre-Gabriel,Nélson Semedo,Daley Sinkgraven,Oleksandr Zinchenko,Benjamin Mendy,Hassane Kamara,Lucas Hernández 57 | Jean-Manuel Mbom,MF,Përparim Hetemaj,Oier Sanjurjo,Sergio Álvarez,Albin Ekdal,Nemanja Maksimović,Isaac Hayden,Douglas Luiz,Artur Ioniță,Yan Brice Eteki,Josh Brownhill 58 | Alex Morgan,FW,Valérie Gauvin,Danielle Carter,Lee Geum-min,Abigail Harrison,Jane Ross,Rianna Jarrett,Lauren Bruton,Emma Harries,Rachel Williams,Shania Hayles 59 | Elvis Rexhbeçaj,MF,Gylfi Sigurðsson,Marcos Llorente,Davy Klaassen,Nolito,Hernani,Giulio Maggiore,Gaetano Castrovilli,Brais Méndez,Danny Latza,Suat Serdar 60 | Elvis Rexhbeçaj,AM,Óscar Plano,Daniel Caligiuri,Renaud Ripart,Marc Cucurella,Miguel Almirón,Niclas Eliasson,Kenedy,Jean-Paul Boëtius,Andros Townsend,Allan Nyom 61 | Matthew Hoppe,FW,Santi Mina,Krzysztof Piątek,Moussa Koné,Stefano Okaka,Antonio Sanabria,Shon Weissman,Lucas Boyé,Josh Sargent,Giovanni Simeone,Roberto Soldado 62 | Paulo Otávio,FB,Maximilian Mittelstädt,Kevin Mbabu,Christopher Lenz,Fabien Centonze,Stefan Lainer,Kingsley Ehizibue,Thierry Correia,Fábio,Matthieu Udol,Sacha Boey 63 | Kevin Vogt,CB,Patric,Jérôme Boateng,Jonathan Gradit,Ștefan Radu,Aleksandar Dragović,Dominique Heintz,Robson Bambu,Joe Gomez,Makoto Hasebe,Presnel Kimpembe 64 | Robert Gumny,FB,Ximo Navarro,Iago,Peter Pekarík,Ola Aina,Yuto Nagatomo,Nacho Vidal,Lorenzo De Silvestri,Isaac Carcelen,Carlos Neva,Theodor Gebre Selassie 65 | Ralf Fährmann,GK,Baptiste Reynet,Kevin Trapp,Timo Horn,Paul Nardi,Rafał Gikiewicz,Alex Cordaz,Jiří Pavlenka,Édgar Badía,Gregor Kobel,Gautier Larsonneur 66 | Theo Walcott,AM,Bobby Reid,Nathanael Mbuku,Édgar Méndez,Moses Simon,Jakub Jankto,Jarrod Bowen,Takashi Inui,Antonio Puertas,Dodi Lukebakio,Portu 67 | Erling Haaland,FW,André Silva,Burak Yılmaz,Jamie Vardy,Romelu Lukaku,Patrik Schick,Duván Zapata,Edin Džeko,Luis Suárez,Terem Moffi,Robert Lewandowski 68 | Melayro Bogarde,CB,Bryan Cristante,Emre Can,Marcel Halstenberg,David Alaba,César Azpilicueta,Stefan Posch,Alessandro Bastoni,Rafael Tolói,Dayot Upamecano,Fabinho 69 | Willi Orban,CB,Mats Hummels,Martin Hinteregger,Marquinhos,Sergio Ramos,Niklas Süle,Jules Koundé,Marcel Halstenberg,John Brooks,Obite N'Dicka,Gianluca Mancini 70 | Romano Schmid,AM,Jean-Paul Boëtius,Andros Townsend,Marc Cucurella,Daniel Caligiuri,Pablo Fornals,Alexis Saelemaekers,Renaud Ripart,Mikkel Damsgaard,Óscar Plano,Ridle Baku 71 | Amin Younes,AM,Yannick Carrasco,Takefusa Kubo,Ayoze Pérez,Matheus Cunha,Vinicius Júnior,Ángel Di María,Josip Brekalo,Ademola Lookman,Leandro Trossard,Leroy Sané 72 | Sargis Adamyan,AM,Timo Werner,Ante Rebić,Sadio Mané,Leon Bailey,Karl Toko Ekambi,Tino Kadewere,Kevin Volland,Phil Foden,Hirving Lozano,Leroy Sané 73 | Sergio Córdova,FW,Josh Sargent,Eldor Shomurodov,Richarlison,Lucas Höler,Santi Mina,Sergi Guardiola,Joelinton,Oliver McBurnie,Krzysztof Piątek,Jay Rodriguez 74 | Sergio Córdova,AM,Robin Quaison,Richarlison,Roland Sallai,Édgar Méndez,João Pedro,Portu,Trézéguet,Gaëtan Laborde,Yoane Wissa,Dodi Lukebakio 75 | Nicolás González,FW,Harry Kane,Michail Antonio,Andrea Belotti,Edin Džeko,Gerard Moreno,Lautaro Martínez,Duván Zapata,Erling Haaland,Andy Delort,Aleksandar Mitrović 76 | Manuel Gulde,CB,Loïck Landre,Romain Thomas,Daniel Congré,Raphaël Varane,Óscar Duarte,Jeison Murillo,Philipp Lienhart,Mouctar Diakhaby,Dani Calvo,Stefan Mitrović 77 | Mike van der Hoorn,CB,Eric Dier,Óscar Duarte,Stefan Savić,Joakim Nilsson,Erick Cabaco,Conor Coady,Davinson Sánchez,Bruno Alves,Matija Nastasić,Germán Sánchez 78 | Marcus Ingvartsen,MF,Juraj Kucka,Giacomo Bonaventura,Gaetano Castrovilli,Gylfi Sigurðsson,Antonín Barák,Brais Méndez,Giulio Maggiore,Mikel Rico,Davy Klaassen,Elvis Rexhbeçaj 79 | Marcus Ingvartsen,AM,Óscar Plano,Jóhann Berg Guðmundsson,Antonio Puertas,Renaud Ripart,Bobby Reid,Luis Rioja,Édgar Méndez,Niclas Eliasson,Remi Oudin,Allan Nyom 80 | Maxence Lacroix,CB,Roger Ibanez,Éder Militão,Jerry St. Juste,Gleison Bremer,Amos Pieper,John Brooks,Marc-Oliver Kempf,Obite N'Dicka,Konstantinos Mavropanos,Rafael Czichos 81 | Rune Jarstein,GK,Karl Darlow,Jeremías Ledesma,Jaume Doménech,Iván Villar,Benoît Costil,Robin Zentner,Vicente Guaita,Jiří Pavlenka,Lorenzo Montipò,Andrés Fernández 82 | Jonas Hofmann,MF,Lorenzo Pellegrini,Florian Wirtz,Marcos Llorente,Nolito,Gylfi Sigurðsson,Christoph Baumgartner,Mason Mount,Benjamin Bourigeaud,Pedri,Giacomo Bonaventura 83 | Jonas Hofmann,AM,Lorenzo Pellegrini,Vincenzo Grifo,Daichi Kamada,Renato Steffen,Ridle Baku,Thorgan Hazard,Alexis Saelemaekers,Jack Harrison,Matheus Pereira,Lars Stindl 84 | Lukas Kübler,FB,Joel Ward,Alfonso Espino,Cédric Brunner,Anderson Lucoqui,Isaac Carcelen,Aihen Muñoz,Yuto Nagatomo,Dimitri Foulquier,Raphael Framberger,Charles Traore 85 | Marin Pongračić,CB,Ömer Toprak,Rafael Czichos,Senou Coulibaly,Lyanco,Nicolas Pallois,Jonathan Panzo,Marc-Oliver Kempf,Koffi Djidji,Claudio Terzi,Fikayo Tomori 86 | Tyler Adams,FB,Wendell,Hassane Kamara,Andrea Conti,Thierry Correia,Davide Calabria,Aaron Wan-Bissaka,Mitchel Bakker,Birger Meling,James Justin,Ander Capa 87 | Tyler Adams,MF,Albin Ekdal,Christoph Kramer,Oriol Romeu,Pape Gueye,Khéphren Thuram-Ulie,Charles Aránguiz,Morgan Schneiderlin,Pierre Højbjerg,Koke,Ander Guevara 88 | Leroy Sané,AM,Kingsley Coman,Serge Gnabry,Ángel Di María,Henrikh Mkhitaryan,Christian Pulisic,Phil Foden,Ousmane Dembélé,Leon Bailey,Christopher Nkunku,Dejan Kulusevski 89 | Mateo Klimowicz,FW,Richarlison,Neal Maupay,Joelinton,Junior Messias,Wilfried Zaha,Jordan Ayew,David McGoldrick,Jay Rodriguez,Ondrej Duda,Romain Hamouma 90 | Mateo Klimowicz,AM,Eric Junior Dina Ebimbe,Richarlison,Robin Quaison,Theo Walcott,Roland Sallai,Daniel Podence,Dodi Lukebakio,Ferrán Torres,Rony Lopes,Jonathan Ikone 91 | Jannes Horn,CB,Ștefan Radu,Marco Friedl,Patric,Edoardo Goldaniga,Moussa Niakhate,Domenico Criscito,Alessandro Bastoni,Francesco Acerbi,Ben White,Fabinho 92 | Jannes Horn,FB,Ben Davies,Loris Benito,Mikel Balenziaga,Noah Katterbach,Aihen Muñoz,Charlie Taylor,Rafa Soares,Federico Barba,Antonio Barragán,Dimitri Foulquier 93 | Jamal Musiala,AM,Ayoze Pérez,Vinicius Júnior,Sofiane Diop,Gelson Martins,Ludovic Blas,Brahim Díaz,Luiz Araújo,Matheus Cunha,Mason Mount,Álex Berenguer 94 | Emmanuel Dennis,FW,Ángel Correa,Romain Hamouma,Yussuf Poulsen,Breel Embolo,Franck Ribéry,Wissam Ben Yedder,Ihlas Bebou,Wilfried Zaha,Ondrej Duda,Jordan Ayew 95 | Ozan Kabak,CB,Ohis Felix Uduokhai,Julian Chabot,Yunis Abdelhamid,Kevin Bonifazi,Diego Godín,Federico Ceccherini,Wesley Fofana,Amos Pieper,Keven Schlotterbeck,Rob Holding 96 | Jérôme Boateng,CB,Kevin Vogt,Fabinho,Aleksandar Dragović,Clément Lenglet,Ștefan Radu,Patric,Stefan de Vrij,Andreas Christensen,Paul Baysse,Jonathan Gradit 97 | Marwin Hitz,GK,Andreas Luthe,Steve Mandanda,Roman Bürki,Alfred Gomis,Jessy Moulin,Kasper Schmeichel,David de Gea,Andrés Fernández,Gianluigi Donnarumma,Thomas Strakosha 98 | Aarón Martín,FB,Dimitri Foulquier,George Baldock,Marvin Plattenhardt,Bastian Oczipka,Tommaso Augello,Thomas Foket,Mitchell Dijks,Aihen Muñoz,Riccardo Marchizza,Jérôme Roussillon 99 | Phillipp Mwene,FB,Alfonso Espino,Tyrick Mitchell,Matty Cash,Jamal Lewis,Raphael Framberger,Dennis Appiah,Damián Suárez,Dimitri Foulquier,Sofiane Alakouch,Sébastien Corchia 100 | Philipp Lienhart,CB,Loïck Landre,Marcos Mauro López Gutiérrez,Manuel Gulde,Luca Caldirola,Aïssa Mandi,Raphaël Varane,Alessio Romagnoli,Dedryck Boyata,Jorge Pulido,Óscar Duarte 101 | Angeliño,FB,Federico Dimarco,Jonathan Clauss,Trent Alexander-Arnold,Filip Kostić,Darko Lazović,Achraf Hakimi,Raphaël Guerreiro,Ridle Baku,Robin Gosens,Yannick Carrasco 102 | Mitchell Weiser,FB,Hassane Kamara,Mert Müldür,Nélson Semedo,Giorgos Kiriakopoulos,Zeki Çelik,Thomas Meunier,James Justin,Benjamin Mendy,Davide Calabria,Rubén Peña 103 | Nabil Bentaleb,MF,Haris Belkebla,Valon Behrami,Sergio Álvarez,Paul Lasne,Allan,Carlos Gruezo,Unai Vencedor Paris,Romaine Sawyers,Yan Brice Eteki,Fede San Emeterio 104 | Rabbi Matondo,AM,Takashi Inui,Yunus Musah,Nathanael Mbuku,Édgar Méndez,Bobby Reid,Robin Quaison,Theo Walcott,Luis Rioja,Tete Morente,Eric Junior Dina Ebimbe 105 | Karim Rekik,FB,Lorenzo De Silvestri,Peter Pekarík,Dan Burn,Hugo Mallo,Bartosz Bereszyński,Takehiro Tomiyasu,Enda Stevens,Ben Davies,Jordan Lotomba,George Baldock 106 | Danny Latza,MF,Xaver Schlager,Baptiste Santamaria,Yangel Herrera,Hernani,Habib Maïga,Mauro Arambarri,Conor Gallagher,Mikel Vesga,Leandro Barreiro Martins,Dominik Kohr 107 | Javairô Dilrosun,AM,Nathanael Mbuku,Aitor Ruibal,Eric Junior Dina Ebimbe,Miguel Almirón,Alexis Saelemaekers,Samu Castillejo,Pablo Fornals,Bobby Reid,Ritsu Doan,Daniel James 108 | Tony Jantschke,CB,Kalidou Koulibaly,Luiz Felipe,Marlon,Lyanco,Facundo Medina,Fikayo Tomori,Nikola Maksimović,Niklas Moisander,Wesley Hoedt,Edmond Tapsoba 109 | Nico Schlotterbeck,CB,Armando Izzo,Rafael Tolói,Martin Hinteregger,Mats Hummels,Niklas Süle,Gianluca Mancini,Konstantinos Mavropanos,Wesley Fofana,Gleison Bremer,Berat Djimsiti 110 | Anthony Modeste,FW,Rafa Mir,Sebastian Andersson,Ante Budimir,Leonardo Pavoletti,Maxi Gómez,Asier Villalibre,Roberto Soldado,Borja Iglesias,Dominic Calvert-Lewin,Nikola Kalinić 111 | Tuta,CB,Ethan Ampadu,Domenico Criscito,Steven Fortes,Kalidou Koulibaly,Dominique Heintz,Ben White,Loïc Bade,Edmond Tapsoba,Jordan Torunarigha,Koffi Djidji 112 | Marco Reus,AM,Pablo Sarabia,Christopher Nkunku,Daichi Kamada,Filip Đuričić,Ángel Correa,Lars Stindl,Henrikh Mkhitaryan,Thomas Müller,Rodrygo,Thorgan Hazard 113 | Florian Neuhaus,MF,Joshua Kimmich,Luka Modrić,Curtis Jones,Marcel Sabitzer,Federico Valverde,Seko Fofana,Youri Tielemans,Nicolò Barella,Fabián Ruiz Peña,Jordan Veretout 114 | Ramy Bensebaini,FB,Mathieu Debuchy,Diogo Dalot,Hugo Mallo,Dan Burn,Serge Aurier,Theodor Gebre Selassie,Charalambos Lykogiannis,Layvin Kurzawa,Fabien Centonze,Mario Gaspar 115 | Dennis Geiger,MF,Răzvan Marin,Mateusz Klich,Manu Trigueros,Nicolò Barella,Nadiem Amiri,Óliver Torres,Pascal Groß,Valon Berisha,Daniel Parejo,Mason Mount 116 | Denis Zakaria,MF,Adrien Tameze,Mahdi Camara,Lassana Coulibaly,Tomás Rincón,Tom Davies,Declan Rice,Nicolas Höfler,Okay Yokuşlu,Axel Witsel,Moussa Sissoko 117 | Sead Kolašinac,CB,Bryan Cristante,Francesco Acerbi,Alessandro Bastoni,David Alaba,Edoardo Goldaniga,Ștefan Radu,Martín Cáceres,Rafael Tolói,Emre Can,Berat Djimsiti 118 | Sead Kolašinac,FB,Riccardo Marchizza,Adam Marušić,Ola Aina,Hassane Kamara,Rick Karsdorp,Jordan Lotomba,Souleyman Doumbia,Youssouf Sabaly,George Baldock,Rogério 119 | Leon Bailey,AM,Marcus Rashford,Karl Toko Ekambi,Kylian Mbappé,Amine Gouiri,Moussa Diaby,Leroy Sané,Kingsley Coman,Phil Foden,Raheem Sterling,Sadio Mané 120 | Edimilson Fernandes,MF,Grischa Prömel,Jonjo Shelvey,Mauro Arambarri,Lucas Tousart,Josh Brownhill,Nemanja Maksimović,Lucas Torró,Adrien Tameze,Maximilian Eggestein,Rolando Mandragora 121 | Cebio Soukou,AM,Édgar Méndez,Bobby Reid,Miguel Almirón,Yunus Musah,Nathanael Mbuku,Eric Junior Dina Ebimbe,Renaud Ripart,Robin Quaison,Óscar Plano,Theo Walcott 122 | Thomas Müller,AM,Christopher Nkunku,Daichi Kamada,Marco Reus,Bruno Fernandes,Dani Olmo,Lars Stindl,Pablo Sarabia,Lorenzo Pellegrini,Henrikh Mkhitaryan,Ángel Correa 123 | Timo Horn,GK,Luigi Sepe,Ralf Fährmann,Kevin Trapp,Baptiste Reynet,Alex Cordaz,Ivan Provedel,Álvaro Fernández,Yann Sommer,Aitor Fernández,Lorenzo Montipò 124 | Vladimír Darida,MF,Marcos Llorente,Edu Expósito,Jude Bellingham,Nahitan Nández,Pascal Groß,Danny Latza,Gylfi Sigurðsson,Nahuel Estévez,Sebastian Rudy,Miha Zajc 125 | Vladimír Darida,AM,Jean-Paul Boëtius,Ridle Baku,Rubén García,Daniel Caligiuri,Marc Cucurella,Mikkel Damsgaard,Renato Steffen,Rubén Rochina,Jonas Hofmann,Dwight McNeil 126 | André Silva,FW,Romelu Lukaku,Robert Lewandowski,Erling Haaland,Ciro Immobile,Edin Džeko,Duván Zapata,Borja Mayoral,Luis Suárez,Michail Antonio,Zlatan Ibrahimović 127 | Shkodran Mustafi,CB,Adam Webster,Dimitris Siovas,John Brooks,Óscar Duarte,Yerry Mina,David García,Kurt Zouma,Gabriel Dos Santos,Omar Colley,Nathaniel Phillips 128 | Theodor Gebre Selassie,FB,Iago,Dan Burn,Kingsley Ehizibue,Juan Miranda,Enda Stevens,Thierry Correia,Mario Gaspar,Ramy Bensebaini,Nacho Vidal,Luke Thomas 129 | Márton Dárdai,CB,Jonathan Gradit,Ștefan Radu,Kevin Vogt,Andrea Masiello,Dominique Heintz,Jack Stephens,Marco Friedl,Domenico Criscito,Sebastiano Luperto,Sergio Postigo 130 | Yann Sommer,GK,Álvaro Fernández,Pepe Reina,Mathew Ryan,Thomas Strakosha,Andrea Consigli,Timo Horn,Steve Mandanda,Walter Benítez,Oliver Baumann,Alex Meret 131 | Christoph Baumgartner,MF,Antonín Barák,Marcos Llorente,Lorenzo Pellegrini,Florian Wirtz,Lucas Paquetá,Nolito,Alexis Claude-Maurice,Gaetano Castrovilli,Weston McKennie,Sergej Milinković-Savić 132 | Christoph Baumgartner,AM,Álex Berenguer,Nicola Sansone,Hamed Junior Traorè,Sofiane Diop,Denis Bouanga,Renato Steffen,Gareth Bale,Jack Harrison,Dani Olmo,Marcus Thuram 133 | Obite N'Dicka,CB,Marvin Friedrich,Gianluca Mancini,Takehiro Tomiyasu,Maxence Lacroix,Martin Hinteregger,Marc-Oliver Kempf,Roger Ibanez,Vlad Chiricheș,Armando Izzo,Marquinhos 134 | Ridle Baku,FB,Nahuel Molina,Jonathan Clauss,Filip Kostić,Yannick Carrasco,Angeliño,Achraf Hakimi,Silas Wamangituka,Robin Gosens,Alfonso Pedraza,Marius Wolf 135 | Ridle Baku,AM,Jean-Paul Boëtius,Daniel Caligiuri,Rubén García,Marc Cucurella,Mikkel Damsgaard,Rubén Rochina,Dwight McNeil,Óscar Plano,Manu Trigueros,Renato Steffen 136 | Demarai Gray,AM,Leon Bailey,Kylian Mbappé,Lionel Messi,Kingsley Coman,Neymar,Moussa Diaby,Adnan Januzaj,Ousmane Dembélé,Leroy Sané,Riyad Mahrez 137 | Petar Musa,FW,Raúl García,Enes Ünal,Sergi Enrich,Eldor Shomurodov,Oliver McBurnie,Josh Sargent,Joelinton,Fabian Klos,Jay Rodriguez,Santi Mina 138 | Benjamin Pavard,FB,Hamari Traoré,Alex Sandro,Dani Carvajal,Oleksandr Zinchenko,Reece James,Layvin Kurzawa,César Azpilicueta,Timothy Castagne,Patrick van Aanholt,Hassane Kamara 139 | Oliver Baumann,GK,Lukáš Hrádecký,Péter Gulácsi,Antonio Mirante,Koen Casteels,Anthony Lopes,Aitor Fernández,Andrea Consigli,Yann Sommer,Pepe Reina,Álvaro Fernández 140 | Nico Elvedi,CB,Adama Soumaoro,Éder Militão,Yunis Abdelhamid,Romain Thomas,John Boye,Jean-Charles Castelletto,Jan Bednarek,Daniel Congré,Manuel Gulde,Stefan de Vrij 141 | Joshua Kimmich,MF,Toni Kroos,Florian Neuhaus,Curtis Jones,Fabián Ruiz Peña,Kerem Demirbay,Benjamin Bourigeaud,Marcel Sabitzer,Téji Savanier,Lorenzo Pellegrini,Luis Alberto 142 | Kevin Mbabu,FB,Stefan Lainer,Paulo Otávio,Hugo Mallo,Ander Capa,Davide Calabria,Ryan Sessegnon,James Justin,Kingsley Ehizibue,Serge Aurier,Rubén Peña 143 | Christoph Kramer,MF,Morgan Schneiderlin,Haris Belkebla,Harrison Reed,Boubacar Kamara,Didier Ibrahim Ndong,Pedro Obiang,Walace,Douglas Luiz,Nemanja Matić,Albin Ekdal 144 | Stefan Lainer,FB,Ryan Sessegnon,James Justin,Ander Capa,Kevin Mbabu,Birger Meling,Zeki Çelik,Maximilian Mittelstädt,Davide Calabria,Luke Thomas,Renan Lodi 145 | Justin Kluivert,AM,Portu,José Luis Morales,Moses Simon,Pierre-Emerick Aubameyang,Ferrán Torres,Richarlison,Roland Sallai,Musa Barrow,Robin Quaison,João Pedro 146 | Joaquín,AM,Sergio Canales,Willian,Martin Ødegaard,Federico Bernardeschi,Jonathan Bamba,Piotr Zieliński,Antonio Candreva,Vincenzo Grifo,Denis Suárez,Suso 147 | Djibril Sow,MF,N'Golo Kanté,Rodrigo Bentancur,Maxence Caqueret,James McArthur,Kevin Strootman,Sebastian Rode,Jorginho,Remo Freuler,Harrison Reed,Andre-Frank Zambo Anguissa 148 | Luka Jović,FW,Andrea Petagna,Felipe Caicedo,Nikola Kalinić,Willian José,Alexander Isak,Sehrou Guirassy,Jorge Molina,João Félix,Dušan Vlahović,Jean-Philippe Mateta 149 | Niclas Füllkrug,FW,Christian Benteke,Kike,Steve Mounié,Olivier Giroud,Ante Budimir,Joselu,Youssef En-Nesyri,Tammy Abraham,Nils Petersen,Sergi Enrich 150 | Douglas Costa,AM,Jadon Sancho,Willian,Jack Grealish,Adnan Januzaj,Dejan Kulusevski,Suso,Sergio Canales,Angelo Fulgini,Dimitri Payet,Papu Gómez 151 | Klaas-Jan Huntelaar,FW,Antonio Sanabria,Josh Maja,Hwang Ui-jo,Willian José,Habib Diallo,Arkadiusz Milik,Asier Villalibre,Kevin Lasagna,Santi Mina,Darío Benedetto 152 | Thorgan Hazard,AM,Julian Brandt,James Rodríguez,Marco Reus,Lorenzo Pellegrini,Hakim Ziyech,Mikel Oyarzabal,Jonathan Bamba,Gio Reyna,Josip Brekalo,Rodrygo 153 | Jean-Philippe Mateta,FW,Dominic Calvert-Lewin,Chris Wood,Dušan Vlahović,Patrik Schick,Sehrou Guirassy,Asier Villalibre,Jamie Vardy,Alexander Isak,Lucas Alario,Tammy Abraham 154 | Amos Pieper,CB,Ohis Felix Uduokhai,Ben Godfrey,Maxence Lacroix,Danilo Larangeira,Andrew Gravillon,Diego Godín,Ozan Kabak,Andrei Girotto,Willy Boly,Keven Schlotterbeck 155 | Ádám Szalai,FW,Jonathan Calleri,Jaime Mata,Kike,Sergi Enrich,Joselu,Steve Mounié,Anthony Lozano,Sebastian Andersson,Enes Ünal,Ante Budimir 156 | Sven Schipplock,FW,Josh Sargent,Sergi Guardiola,Oliver McBurnie,Oliver Burke,Joelinton,Raúl García,Lucas Boyé,Eldor Shomurodov,Fabian Klos,Jay Rodriguez 157 | Nassim Boujellab,AM,Renaud Ripart,Óscar Plano,Marc Cucurella,Trézéguet,Édgar Méndez,Niclas Eliasson,Bobby Reid,Aitor Ruibal,Yunus Musah,Jóhann Berg Guðmundsson 158 | Timo Becker,CB,Ben White,Chris Basham,Mason Holgate,Rodrigo Becão,Jerry St. Juste,Stefan Posch,Domenico Criscito,Ethan Ampadu,Koffi Djidji,Niklas Stark 159 | Timo Becker,FB,Isaac Carcelen,Sacha Boey,Nacho Vidal,Kingsley Ehizibue,Alfonso Espino,Ximo Navarro,Anderson Lucoqui,Enda Stevens,Fabio Depaoli,Tyrick Mitchell 160 | Kerem Demirbay,MF,Lucas Paquetá,Mason Mount,Luis Alberto,Nicolò Barella,Téji Savanier,Kevin De Bruyne,Lorenzo Pellegrini,Rafinha,Nadiem Amiri,Manu Trigueros 161 | Vincenzo Grifo,AM,Matheus Pereira,Lorenzo Pellegrini,Antonio Candreva,Hakan Çalhanoğlu,Dimitri Payet,Papu Gómez,Federico Bernardeschi,James Rodríguez,Hakim Ziyech,Jonas Hofmann 162 | Nadiem Amiri,MF,Sergio Canales,Houssem Aouar,Piotr Zieliński,Bernardo Silva,Florent Mollet,Lorenzo Pellegrini,Luis Alberto,David Silva,Florian Wirtz,Rodrigo De Paul 163 | Nadiem Amiri,AM,Martin Ødegaard,Sergio Canales,Willian,Papu Gómez,Farid Boulaya,Piotr Zieliński,Bersant Celina,Antonio Candreva,Angelo Fulgini,Suso 164 | Anderson Lucoqui,FB,Isaac Carcelen,Nacho Vidal,Alfonso Espino,Cédric Brunner,Juan Cruz Armada,Joel Ward,Charles Traore,Tyrick Mitchell,Bartosz Bereszyński,Damián Suárez 165 | Charles Aránguiz,MF,Thiago Mendes,Tyler Adams,Morgan Schneiderlin,Koke,Përparim Hetemaj,Harrison Reed,Jorginho,Pierre Højbjerg,Fabien Lemoine,Haris Belkebla 166 | David Abraham,CB,Nikola Milenković,Moussa Niakhate,Marvin Friedrich,Samir Santos,Romain Saïss,Diego Llorente,Jean-Kevin Duverne,Armando Izzo,Lukas Klostermann,John Brooks 167 | Mickaël Cuisance,MF,Eduardo Camavinga,Hicham Boudaoui,Gaetano Castrovilli,Saša Lukić,Karol Linetty,Mason Mount,Roque Mesa,Adrien Rabiot,Nahitan Nández,Marko Rog 168 | Mickaël Cuisance,AM,Moi Gómez,Samu Castillejo,Manu Trigueros,Miguel Almirón,Sofiane Diop,Stuart Armstrong,Daniel Caligiuri,Ruben Loftus-Cheek,Eric Junior Dina Ebimbe,Nathanael Mbuku 169 | Atakan Karazor,CB,Steven Fortes,Tuta,Ivan Radovanović,Julien Laporte,Jonathan Panzo,Jorge Meré,Jordan Torunarigha,Joakim Nilsson,Rúben Vezo,Pablo Insua 170 | Jude Bellingham,MF,Mikel Merino,Weston McKennie,Arturo Vidal,Sergej Milinković-Savić,Marcos Llorente,Mason Mount,Lucas Paquetá,Xaver Schlager,Nicolás Domínguez,Pedri 171 | Mads Pedersen,FB,Phillipp Mwene,Alfonso Espino,Isaac Carcelen,Jamal Lewis,Matty Cash,Tyrick Mitchell,Sacha Boey,Raphael Framberger,Nacho Vidal,Sofiane Alakouch 172 | Deyovaisio Zeefuik,FB,Matt Doherty,Giuseppe Pezzella,Luke Thomas,Carlos Clerc,Ander Capa,Ludwig Augustinsson,Hugo Mallo,Kevin Mbabu,Ryan Sessegnon,Juan Miranda 173 | Steven Skrzybski,AM,Renaud Ripart,Theo Walcott,Ritsu Doan,Óscar Plano,Pablo Fornals,Niclas Eliasson,Kenedy,Samu Castillejo,Antonio Puertas,Mathieu Cafaro 174 | Benjamin Stambouli,CB,Marco Friedl,Koffi Djidji,Mason Holgate,Ethan Ampadu,Tuta,Ben White,Ștefan Radu,Jonathan Gradit,Domenico Criscito,Chris Basham 175 | Benjamin Stambouli,MF,Omar Mascarell,Diadie Samassékou,Renato Tapia,Dani García,Iván Marcone,Isaac Hayden,Nemanja Radoja,Tomás Pina Isla,Harrison Reed,Didier Ibrahim Ndong 176 | Rani Khedira,MF,Papakouli Diop,Yan Brice Eteki,Yannick Cahuzac,Rodrigo Battaglia,Jack Cork,Tomás Pina Isla,Artur Ioniță,Jens Jønsson,Fede San Emeterio,José Mari 177 | Tobin Heath,AM,Ella Toone,Lauren James,Janine Beckie,Jordan Nobbs,Pernille Harder,Chloe Kelly,Lauren Hemp,Beth Mead,Fran Kirby,Vivianne Miedema 178 | Robin Zentner,GK,Alfred Gomis,Steve Mandanda,Jiří Pavlenka,Jonas Omlin,Gautier Larsonneur,Rafał Gikiewicz,Álvaro Fernández,Benoît Costil,Andrés Fernández,Kevin Trapp 179 | Felix Passlack,FB,Davide Calabria,Stuart Dallas,Sergiño Dest,Adrien Truffert,Giorgos Kiriakopoulos,Romain Perraud,Dani Carvajal,Zeki Çelik,James Justin,Lucas Vázquez 180 | Patrik Schick,FW,Lucas Alario,Jean-Philippe Mateta,Tammy Abraham,Erling Haaland,Alexander Isak,Luis Suárez,Wout Weghorst,Gianluca Lapadula,Ollie Watkins,André Silva 181 | Nicolas Höfler,MF,Okay Yokuşlu,Luka Milivojević,Declan Rice,Maxime Gonalons,Tomás Rincón,Diadie Samassékou,Douglas Luiz,Christoph Kramer,Ibrahima Sissoko,Mickael Malsa 182 | Danny da Costa,FB,Pervis Estupiñán,Arkadiusz Reca,Álex Moreno,Jérôme Roussillon,Marius Wolf,Junior Sambia,Pablo Maffeo,Vladimír Coufal,José Luis Gayà,Enda Stevens 183 | Axel Witsel,MF,Georginio Wijnaldum,Mattéo Guendouzi,Franck Kessié,Bryan Cristante,Koke,Steven Nzonzi,Yvan Neyou,Ivan Rakitić,Manuel Locatelli,Kevin Kampl 184 | Baptiste Santamaria,MF,Dominik Kohr,Yangel Herrera,Xaver Schlager,Mikel Vesga,Mauro Arambarri,Danny Latza,Saúl Ñíguez,Leandro Barreiro Martins,Aurélien Tchouaméni,Imran Louza 185 | Waldemar Anton,CB,Francesco Acerbi,Giorgio Chiellini,Nikola Maksimović,Rodrigo Becão,Rob Holding,Jonathan Tah,Ben White,Mario Hermoso,Fabinho,Takehiro Tomiyasu 186 | Mattéo Guendouzi,MF,Koke,Axel Witsel,Jordan Henderson,Orel Mangala,Carlos Soler,Ivan Ilić,Alfred Duncan,Cheick Doucouré,Maximilian Eggestein,Stuart Dallas 187 | Ibrahima Konaté,CB,Marcelo,Axel Disasi,Çağlar Söyüncü,Aritz Elustondo,Adam Webster,Dimitris Siovas,Jean-Kevin Duverne,Gabriel Dos Santos,Marc Bartra,Wesley Fofana 188 | Mateu Morey,FB,Daley Sinkgraven,Elseid Hysaj,Youssouf Sabaly,Wendell,Anthony Caci,Sofiane Alakouch,Andrea Conti,Vincent Le Goff,Jorge Miramón,Danilo 189 | Andrej Kramarić,MF,Piotr Zieliński,Houssem Aouar,Alexis Claude-Maurice,Florian Wirtz,Sergio Canales,Nadiem Amiri,Giacomo Bonaventura,Kevin De Bruyne,Lorenzo Pellegrini,Luis Alberto 190 | Andrej Kramarić,FW,Karim Benzema,Kylian Mbappé,Cristiano Ronaldo,Lionel Messi,Ciro Immobile,Memphis Depay,Duván Zapata,Paulo Dybala,Amine Gouiri,Kelechi Iheanacho 191 | Andrej Kramarić,AM,Raheem Sterling,Mohamed Salah,Kylian Mbappé,Marcus Rashford,Karl Toko Ekambi,Amine Gouiri,Leon Bailey,Marco Asensio,Sadio Mané,Timo Werner 192 | Luca Kilian,CB,Jeison Murillo,Davinson Sánchez,Joakim Nilsson,Luca Marrone,Pablo Insua,Cristián Zapata,Cheikhou Kouyaté,Simone Iacoponi,Jorge Meré,Bruno González 193 | Marcel Hartel,MF,John Lundstram,Karol Linetty,Jaime Seoane,Edu Expósito,Saša Lukić,Mikel Rico,Imran Louza,John Fleck,John McGinn,Adrien Tameze 194 | Marcel Hartel,AM,Marc Cucurella,Josh Brownhill,Allan Nyom,Yunus Musah,Pablo Fornals,Jóhann Berg Guðmundsson,Óscar Plano,Renaud Ripart,Daniel Caligiuri,Miguel Almirón 195 | Jeong Woo-yeong,AM,Matteo Pessina,Adrien Thomasson,Sofiane Diop,Renato Steffen,Daniel James,Álex Berenguer,Roberto Soriano,Franck Honorat,Christoph Baumgartner,Antonín Barák 196 | Raphael Framberger,FB,Matty Cash,Nacho Vidal,Charlie Taylor,Alfonso Espino,Rafa Soares,Anderson Lucoqui,Isaac Carcelen,Joel Ward,Cédric Brunner,Sébastien Corchia 197 | Yannick Gerhardt,MF,Giulio Maggiore,Weston McKennie,Jude Bellingham,Davy Klaassen,Xaver Schlager,Nolito,Marcos Llorente,Elvis Rexhbeçaj,Brais Méndez,Juraj Kucka 198 | Yannick Gerhardt,AM,Marc Cucurella,Renato Steffen,Niclas Eliasson,Jean-Paul Boëtius,Bobby Reid,Óscar Plano,Rubén García,Daniel Caligiuri,Jakub Jankto,Antonín Barák 199 | Jean-Paul Boëtius,MF,Nolito,Marcos Llorente,John McGinn,Gaetano Castrovilli,Lorenzo Pellegrini,Elvis Rexhbeçaj,Jude Bellingham,Christoph Baumgartner,Nahitan Nández,Florian Wirtz 200 | Jean-Paul Boëtius,AM,Daniel Caligiuri,Andros Townsend,Marc Cucurella,Rubén García,Ridle Baku,Mikkel Damsgaard,Pablo Fornals,Dwight McNeil,Niclas Eliasson,Jon Morcillo 201 | Masaya Okugawa,MF,Brais Méndez,Giulio Maggiore,Darko Brašanac,Saša Lukić,Rolando Mandragora,Elvis Rexhbeçaj,Abdoulaye Doucouré,Jaime Seoane,Davy Klaassen,Toma Bašić 202 | Corentin Tolisso,MF,Roberto Gagliardini,Ivan Rakitić,Arturo Vidal,Antonín Barák,Jordan Veretout,Curtis Jones,Gonzalo Melero,Brais Méndez,Stuart Dallas,Benjamin Bourigeaud 203 | Levin Öztunalı,AM,Daniel Caligiuri,Aitor Ruibal,Marc Cucurella,Mikkel Damsgaard,Óscar Plano,Rubén García,Andros Townsend,Luis Rioja,Kenedy,Jean-Paul Boëtius 204 | Ohis Felix Uduokhai,CB,Amos Pieper,Ozan Kabak,Yeray Álvarez,Keven Schlotterbeck,Ciaran Clark,Ben Godfrey,Óscar Duarte,Omar Alderete,Alexander Hack,Felipe 205 | Gonzalo Castro,MF,Houssem Aouar,Piotr Zieliński,Lorenzo Pellegrini,Sergio Canales,Luis Alberto,Nadiem Amiri,Florian Wirtz,Seko Fofana,Rodrigo De Paul,Kevin De Bruyne 206 | Gonzalo Castro,AM,Vincenzo Grifo,Sergio Canales,Antonio Candreva,Roberto Soriano,Angelo Fulgini,Willian,Ross Barkley,Matheus Pereira,Jonathan Bamba,Hamed Junior Traorè 207 | Julian Baumgartlinger,MF,Ellyes Skhiri,Marco Parolo,Mahdi Camara,Saúl Ñíguez,Adrien Rabiot,Abdoulaye Doucouré,Pedro Obiang,Tiemoué Bakayoko,Wataru Endo,Koke 208 | Dominique Heintz,CB,Andrea Masiello,Robson Bambu,Presnel Kimpembe,Dylan Bronn,Steven Fortes,Rúben Vezo,Tuta,Sebastiano Luperto,Jean-Kevin Duverne,Sebastian Walukiewicz 209 | Ryan Sessegnon,FB,Stefan Lainer,Birger Meling,Zeki Çelik,Luke Thomas,James Justin,Sergio Reguilón,Serge Aurier,Renan Lodi,Davide Calabria,Romain Perraud 210 | Robin Knoche,CB,Wesley Hoedt,Jan Bednarek,Julien Laporte,Wout Faes,Daniel Congré,Luca Ceppitelli,Jorge Meré,Vladimir Golemić,Eric Dier,Duje Ćaleta-Car 211 | Milot Rashica,FW,Richarlison,Junior Messias,Jordan Ayew,Ondrej Duda,José Luis Morales,Wilfried Zaha,Joelinton,Romain Hamouma,Musa Barrow,Lucas Pérez 212 | Milot Rashica,AM,Jonathan Ikone,Gonçalo Guedes,Eric Junior Dina Ebimbe,Takashi Inui,Daniel Podence,Rony Lopes,Fabián Orellana,Ritsu Doan,Darwin Machís,Richarlison 213 | Håvard Nordtveit,CB,Eric Dier,Lyanco,Joseph Aidoo,Rob Holding,Aritz Elustondo,Loïc Bade,Ohis Felix Uduokhai,Toby Alderweireld,Çağlar Söyüncü,Jean-Kevin Duverne 214 | Youssoufa Moukoko,FW,Kelechi Iheanacho,Ciro Immobile,Gabriel Jesus,Moanes Dabour,Michail Antonio,Lautaro Martínez,Borja Mayoral,Alexander Isak,Timo Werner,Robert Lewandowski 215 | Kevin Akpoguma,CB,Tuta,Ben White,Koffi Djidji,Jean-Kevin Duverne,Domenico Criscito,Aleksandar Dragović,Ethan Ampadu,Mario Hermoso,Patric,Stefan Posch 216 | Ruben Vargas,AM,Ludovic Blas,Kenedy,Marcus Thuram,Bobby Reid,Aitor Ruibal,Álex Berenguer,Enis Bardhi,Luis Rioja,Trézéguet,Bertrand Traoré 217 | Marcus Thuram,FW,Ihlas Bebou,Amine Gouiri,Yussuf Poulsen,Florian Sotoca,Lucas Höler,Andrea Belotti,Danny Ings,Alexandre Lacazette,Musa Barrow,Gerard Moreno 218 | Marcus Thuram,AM,Tino Kadewere,Ferrán Torres,Nicolas Pépé,Pierre-Emerick Aubameyang,Gaëtan Laborde,Roland Sallai,Ruben Vargas,Yoane Wissa,Bertrand Traoré,Richarlison 219 | Aleksandar Dragović,CB,Clément Lenglet,Kevin Vogt,Jérôme Boateng,Patric,Nikola Maksimović,Makoto Hasebe,Kalidou Koulibaly,Facundo Medina,Lukas Klostermann,Fabinho 220 | Aleksandar Dragović,FB,Takehiro Tomiyasu,Loris Benito,Fouad Chafik,Luca Vignali,Ben Davies,Muzinga Ngonda,Vincent Manceau,José Ángel,Antonio Barragán,Bartosz Bereszyński 221 | Janik Haberer,MF,Rolando Mandragora,Yangel Herrera,John Lundstram,Toma Bašić,Adrien Tameze,Mikel Vesga,Uroš Račić,Mauro Arambarri,Morten Thorsby,Josh Brownhill 222 | Lucas Tousart,MF,Rubén Alcaraz,Nemanja Maksimović,Lucas Torró,Papakouli Diop,Jon Moncayola,Mauro Arambarri,Lamine Fomba,Josh Brownhill,Marshall Munetsi,Mikel Vesga 223 | Niko Gießelmann,FB,Damián Suárez,Dennis Appiah,Hiroki Sakai,Joel Ward,Anderson Lucoqui,Fábio,Nacho Vidal,Charles Traore,Matt Targett,Ben Davies 224 | Daley Sinkgraven,FB,Youssouf Sabaly,Mateu Morey,Kyle Walker-Peters,Wendell,Elseid Hysaj,Alejandro Pozo Pozo,Jordan Lotomba,Javi Galán,Anthony Caci,Benjamin Mendy 225 | Robin Quaison,FW,Josh Sargent,Roger Martí,Che Adams,Richarlison,Randal Kolo Muani,Romain Hamouma,José Luis Morales,Anthony Lozano,Neal Maupay,Sergi Guardiola 226 | Robin Quaison,AM,Portu,José Luis Morales,Dodi Lukebakio,Richarlison,João Pedro,Yoane Wissa,Kevin Volland,Roland Sallai,Édgar Méndez,Trézéguet 227 | Jeremie Frimpong,FB,Leonardo Spinazzola,Pervis Estupiñán,Yannick Carrasco,Tariq Lamptey,Pol Lirola,Rayan Aït Nouri,Manuel Lazzari,José Luis Gayà,Achraf Hakimi,Arkadiusz Reca 228 | Kingsley Ehizibue,FB,Thierry Correia,Nacho Vidal,Dennis Appiah,Sébastien Corchia,Enda Stevens,Sacha Boey,Rober Correa,Mathías Olivera,Mario Gaspar,Fabien Centonze 229 | Philipp Förster,AM,Mason Mount,Ayoze Pérez,Adrien Thomasson,Sofiane Diop,Luiz Araújo,Hamed Junior Traorè,Romain Faivre,Alexis Saelemaekers,Julian Brandt,Gaël Kakuta 230 | Salif Sané,CB,Ohis Felix Uduokhai,John Brooks,Federico Ceccherini,Ozan Kabak,Sven Bender,Dimitris Siovas,Amos Pieper,Yeray Álvarez,Diego Godín,Takehiro Tomiyasu 231 | Pavel Kadeřábek,FB,Andrew Robertson,Borna Sosa,Cristiano Biraghi,Angeliño,Jesús Navas,Federico Dimarco,Darko Lazović,Jordi Alba,Christian Günter,José Luis Gayà 232 | Ondrej Duda,MF,Alexis Claude-Maurice,John McGinn,Christoph Baumgartner,Nahitan Nández,Edu Expósito,Florian Wirtz,Giacomo Bonaventura,Gaetano Castrovilli,Lorenzo Pellegrini,Manu Trigueros 233 | Ondrej Duda,FW,Junior Messias,Jordan Ayew,Joelinton,Josh Sargent,Ángel Correa,Romain Hamouma,Franck Ribéry,David McGoldrick,Richarlison,Wilfried Zaha 234 | Ondrej Duda,AM,Rubén Rochina,Daniel Caligiuri,Manu Trigueros,Jean-Paul Boëtius,Stuart Armstrong,Rubén García,Mikkel Damsgaard,Aitor Ruibal,Gaël Kakuta,Tete Morente 235 | Ermin Bičakčić,CB,Yerry Mina,Romain Saïss,Kurt Zouma,Craig Dawson,Marquinhos,Shkodran Mustafi,John Brooks,Lewis Dunk,Marcelo,Guillermo Maripán 236 | Ademola Lookman,FW,Junior Messias,Ondrej Duda,Franck Ribéry,Wilfried Zaha,Amine Gouiri,Ángel Correa,Romain Hamouma,Musa Barrow,Jordan Ayew,Joelinton 237 | Ademola Lookman,AM,Takefusa Kubo,Bryan,Nathan Redmond,Nicola Sansone,Dejan Kulusevski,Luiz Araújo,Jeremy Doku,Rony Lopes,Hamed Junior Traorè,Romain Faivre 238 | Dedryck Boyata,CB,Chris Smalling,Loïck Landre,Diego Carlos,Aïssa Mandi,Lewis Dunk,Philipp Lienhart,Michael Keane,Raphaël Varane,Manuel Gulde,Angelo Ogbonna 239 | Christopher Nkunku,MF,Christoph Baumgartner,Lorenzo Pellegrini,Florian Wirtz,Kevin De Bruyne,Lucas Paquetá,Mason Mount,Houssem Aouar,Antonín Barák,Piotr Zieliński,Alexis Claude-Maurice 240 | Christopher Nkunku,FW,Ángel Correa,Roberto Firmino,Amine Gouiri,Alexis Sánchez,Antoine Griezmann,Paulo Dybala,Iago Aspas,Musa Barrow,Ihlas Bebou,Dries Mertens 241 | Christopher Nkunku,AM,Marco Reus,Thomas Müller,Pablo Sarabia,Henrikh Mkhitaryan,Kingsley Coman,Christian Pulisic,Filip Đuričić,Daichi Kamada,Leroy Sané,Rodrygo 242 | Lars Stindl,AM,Dani Olmo,Marco Reus,Jack Harrison,Filip Đuričić,Lorenzo Pellegrini,Thomas Müller,Daichi Kamada,Christopher Nkunku,Mason Mount,Renato Steffen 243 | Reinhold Yabo,AM,Salvi,Jóhann Berg Guðmundsson,Allan Nyom,Nathanael Mbuku,Josh Brownhill,Yunus Musah,Takashi Inui,Luis Rioja,Óscar Plano,Tete Morente 244 | Stefan Posch,CB,Rafael Tolói,César Azpilicueta,Edmond Tapsoba,Lukas Klostermann,Mario Hermoso,Armando Izzo,Emre Can,Francesco Acerbi,Bryan Cristante,Jerry St. Juste 245 | Stefan Posch,FB,Hugo Mallo,Takehiro Tomiyasu,Nacho Vidal,Bartosz Bereszyński,Luke Ayling,Reinildo Mandava,Joël Veltman,Ben Davies,Fábio,Hiroki Sakai 246 | Javi Martínez,MF,Fabinho,Martín Zubimendi,Morgan Schneiderlin,Bryan Cristante,Nemanja Radoja,Fernando,Vicente Iborra,Scott McTominay,Pape Gueye,Thomas Delaney 247 | Gio Reyna,AM,Rodrygo,Gelson Martins,Bukayo Saka,Julian Brandt,Nabil Fekir,Bryan,Jonathan Bamba,Samuel Chukwueze,Dejan Kulusevski,Ademola Lookman 248 | Andreas Luthe,GK,Marwin Hitz,Steve Mandanda,Emil Audero,Kasper Schmeichel,Bartłomiej Drągowski,Édgar Badía,Paul Bernardoni,Alfred Gomis,Gianluigi Donnarumma,Andrés Fernández 249 | Dominick Drexler,AM,Marc Cucurella,Renato Steffen,Ridle Baku,Niclas Eliasson,Daniel Caligiuri,Óscar Plano,Aitor Ruibal,Antonín Barák,Rubén García,Pablo Fornals 250 | Sebastian Rudy,FB,Ludwig Augustinsson,Ezgjan Alioski,Lucas Digne,Timothy Castagne,Christopher Lenz,Christian Günter,Jonathan Schmid,Filip Kostić,Leo Dubois,Lucas Vázquez 251 | Sebastian Rudy,MF,Valon Berisha,Benjamin Bourigeaud,Pascal Groß,Mateusz Klich,Kevin Strootman,Ángel Montoro,Sandro Tonali,Mikel Merino,Youri Tielemans,Joan Jordán 252 | Marc-Oliver Kempf,CB,Takehiro Tomiyasu,Anaitz Arbilla,Mario Hermoso,Facundo Medina,Roger Ibanez,Wesley Fofana,Maxence Lacroix,Obite N'Dicka,Edmond Tapsoba,Vlad Chiricheș 253 | Lucas Alario,FW,Patrik Schick,Tammy Abraham,Mattia Destro,Alexander Isak,Dušan Vlahović,Fabio Quagliarella,Chris Wood,Jean-Philippe Mateta,Jhon Córdoba,Arkadiusz Milik 254 | Stefan Ilsanker,CB,Marvin Friedrich,Rafael Tolói,Martin Hinteregger,Gianluca Mancini,Moussa Niakhate,Emre Can,Cristian Romero,Obite N'Dicka,Óscar Mingueza,César Azpilicueta 255 | Stefan Ilsanker,MF,Marco Parolo,Pape Gueye,Rubén Alcaraz,Luka Milivojević,Ellyes Skhiri,Casemiro,Lucas Tousart,Julian Baumgartlinger,Wataru Endo,Okay Yokuşlu 256 | Stefan Bell,CB,Felipe,Florian Lejeune,Paulo Oliveira,Pape Abou Cisse,David García,Jan Bednarek,Keven Schlotterbeck,James Tarkowski,Giangiacomo Magnani,Aridane Hernández 257 | Christian Günter,FB,Cristiano Biraghi,Ashley Young,Darko Lazović,José Luis Gayà,Kenny Lala,Rick Karsdorp,Kieran Tierney,Jonathan Clauss,Angeliño,Hans Hateboer 258 | Benito Raman,FW,Josh Sargent,Jordan Ayew,Ondrej Duda,Oliver McBurnie,Sergi Guardiola,Lucas Boyé,Joelinton,Oliver Burke,Roger Martí,Richarlison 259 | Benito Raman,AM,Takashi Inui,Robin Quaison,Theo Walcott,Nathanael Mbuku,Bobby Reid,Eric Junior Dina Ebimbe,Mathieu Cafaro,Édgar Méndez,Emmanuel Gyasi,Daniel James 260 | Maximilian Arnold,MF,James Ward-Prowse,Xeka,Marcelo Brozović,Jonjo Shelvey,Rúben Neves,Unai López,Xaver Schlager,Marcel Sabitzer,Ángel Montoro,Robert Andrich 261 | Manuel Neuer,GK,Alisson,Péter Gulácsi,Marc-André ter Stegen,Robert Sánchez,Ederson,David Ospina,Anthony Lopes,Pau López,Oliver Baumann,Benjamin Lecomte 262 | Maximilian Mittelstädt,FB,Paulo Otávio,Christopher Lenz,Stefan Lainer,Matthieu Udol,Zeki Çelik,Diogo Dalot,Jorge Miramón,Sacha Boey,Luke Ayling,Renan Lodi 263 | Serge Gnabry,AM,Phil Foden,Leroy Sané,Henrikh Mkhitaryan,Riyad Mahrez,Christian Pulisic,Sadio Mané,Kingsley Coman,Hirving Lozano,Amine Gouiri,Ousmane Dembélé 264 | Manuel Akanji,CB,Niklas Süle,Milan Škriniar,Mario Hermoso,Dayot Upamecano,Nacho,Matthijs de Ligt,Gianluca Mancini,Clément Lenglet,Lukas Klostermann,Óscar Mingueza 265 | Reece Oxford,CB,Keven Schlotterbeck,Omar Colley,Felipe,Ohis Felix Uduokhai,David García,Omar Alderete,Ozan Kabak,Pape Abou Cisse,Federico Ceccherini,Óscar Duarte 266 | Robert Lewandowski,FW,André Silva,Ciro Immobile,Timo Werner,Borja Mayoral,Cristiano Ronaldo,Zlatan Ibrahimović,Kelechi Iheanacho,Edin Džeko,Kylian Mbappé,Romelu Lukaku 267 | Michael Gregoritsch,FW,Oliver McBurnie,Josh Sargent,Sergi Guardiola,Fabian Klos,Oliver Burke,Jay Rodriguez,Raúl García,Enes Ünal,Jorge Molina,Santi Mina 268 | Sheraldo Becker,AM,João Pedro,Anwar El Ghazi,Moussa Diaby,Roberto Insigne,Harvey Barnes,José Luis Morales,Timo Werner,Portu,Jarrod Bowen,Mikel Oyarzabal 269 | Xaver Schlager,MF,Dominik Kohr,Baptiste Santamaria,Danny Latza,Habib Maïga,Aurélien Tchouaméni,Mauro Arambarri,Hernani,Imran Louza,Mikel Vesga,Jude Bellingham 270 | Marcel Halstenberg,CB,Bryan Cristante,Emre Can,David Alaba,Niklas Süle,Berat Djimsiti,César Azpilicueta,Alessandro Bastoni,Sergio Ramos,Rafael Tolói,Jules Koundé 271 | Marcel Halstenberg,FB,Alex Sandro,Giovanni Di Lorenzo,Oleksandr Zinchenko,Yuri Berchiche,Danilo,Thomas Meunier,Mário Rui,Lucas Hernández,Andrew Robertson,Benjamin Pavard 272 | Manuel Prietl,MF,Jens Jønsson,Albin Ekdal,Valon Behrami,Luka Milivojević,Carlos Gruezo,Renato Tapia,Përparim Hetemaj,Adrián Cubas,Isaac Hayden,Douglas Luiz 273 | Jerry St. Juste,CB,Maxence Lacroix,Paweł Dawidowicz,Roger Ibanez,Wesley Fofana,Marvin Friedrich,Andrei Girotto,Armando Izzo,Niklas Stark,Ozan Kabak,Stefan Posch 274 | Amadou Haidara,FB,Robin Gosens,Theo Hernández,João Cancelo,Ridle Baku,Reece James,Filip Kostić,Achraf Hakimi,Lucas Vázquez,Alfonso Pedraza,Ben Chilwell 275 | Amadou Haidara,MF,Jude Bellingham,Sergej Milinković-Savić,Lucas Paquetá,Téji Savanier,Mikel Merino,Leon Goretzka,Christoph Baumgartner,Antonín Barák,Mason Mount,Lorenzo Pellegrini 276 | Amadou Haidara,AM,Antonín Barák,Sofiane Diop,Rubén Rochina,Ridle Baku,Roberto Soriano,Álex Berenguer,Romain Faivre,Lorenzo Pellegrini,Jean-Paul Boëtius,Mikkel Damsgaard 277 | Grischa Prömel,MF,Rolando Mandragora,John Lundstram,Josh Brownhill,Lucas Torró,Mauro Arambarri,Jaime Seoane,Abdoulaye Doucouré,Maximilian Eggestein,Morten Thorsby,Imran Louza 278 | Lukas Klünter,CB,Dylan Bronn,Ben White,Dominique Heintz,Jérémy Morel,Andrea Masiello,Domenico Criscito,Sebastiano Luperto,Mason Holgate,Fali,Simone Iacoponi 279 | Kasim Nuhu,CB,Matthias Ginter,Gian Marco Ferrari,Leonardo Bonucci,Stefan Posch,David Luiz,Unai Núñez,Francesco Acerbi,Anaitz Arbilla,Jules Koundé,Wesley Fofana 280 | Florian Kainz,AM,Roberto Soriano,Fabián Orellana,Antonio Candreva,Vincenzo Grifo,Matheus Pereira,David Ferreiro,Jon Morcillo,Roberto Torres,Franck Honorat,Gaël Kakuta 281 | Gonçalo Paciência,FW,Kike,Jonathan Calleri,Enes Ünal,Mama Samba Baldé,Lois Diony,Jaime Mata,Ángel Rodríguez,Sergi Guardiola,Iñaki Williams,Anthony Lozano 282 | Pascal Stenzel,CB,Tuta,Marco Friedl,Kalidou Koulibaly,Luiz Felipe,Ben White,Fabinho,Koffi Djidji,Ștefan Radu,Dominique Heintz,Patric 283 | Emil Forsberg,FW,Franck Ribéry,Iago Aspas,Alassane Pléa,Roberto Firmino,Ángel Correa,Dries Mertens,Paulo Dybala,Wissam Ben Yedder,Joaquín Correa,Musa Barrow 284 | Emil Forsberg,AM,Filip Đuričić,Son Heung-min,Carles Pérez,Pedro,Mohamed Salah,Marco Reus,Ángel Correa,Daichi Kamada,Roberto Insigne,Musa Barrow 285 | Makoto Hasebe,CB,Patric,Kalidou Koulibaly,Fabinho,Domenico Criscito,Jonathan Gradit,Luiz Felipe,Tuta,Presnel Kimpembe,Dominique Heintz,Ștefan Radu 286 | Makoto Hasebe,MF,Martín Zubimendi,Fabinho,Nemanja Gudelj,Iván Marcone,Morgan Schneiderlin,Granit Xhaka,Lucas Leiva,Pedro Mosquera,Nemanja Matić,Dani García 287 | Kilian Ludewig,FB,Mitchell Dijks,Sacha Boey,Jamal Lewis,Alejandro Pozo Pozo,Fabio Depaoli,Anthony Caci,Damián Suárez,Ronaël Pierre-Gabriel,Javi Galán,Jordan Lotomba 288 | Pierre Kunde,MF,Jonjo Shelvey,Jasmin Kurtić,Toma Bašić,Pasquale Schiattarella,Carlos Soler,Ángel Montoro,Unai López,Abdoulaye Touré,Bryan Cristante,Andrés Guardado 289 | Roman Bürki,GK,Marwin Hitz,Juan Musso,Marc-André ter Stegen,Gianluigi Donnarumma,Sergio Asenjo,Alphonse Areola,Edouard Mendy,David de Gea,Kasper Schmeichel,Illan Meslier 290 | Jhon Córdoba,FW,Kevin Lasagna,Matěj Vydra,Dušan Vlahović,Jonathan David,Giovanni Simeone,Simone Zaza,Terem Moffi,Alexandre Lacazette,Danny Welbeck,Hwang Ui-jo 291 | Jorge Meré,CB,Julien Laporte,Víctor Ruiz,Pablo Insua,Robin Knoche,Ivan Radovanović,Wesley Hoedt,Luca Ceppitelli,Eric Bailly,Vladimir Golemić,Bram Nuytinck 292 | Ludwig Augustinsson,FB,Lucas Digne,Vladimír Coufal,Matt Doherty,Daniel Brosinski,Mario Gaspar,Timothy Castagne,Christopher Lenz,Serge Aurier,Danny da Costa,Luke Thomas 293 | Ismail Jakobs,FB,Erik Durm,Mohamed Fares,Ivan Perišić,Marius Wolf,Pedro Pereira,Matteo Darmian,Jérôme Roussillon,Davide Zappacosta,Silas Wamangituka,Sergio Reguilón 294 | Ismail Jakobs,AM,Allan Nyom,Marc Cucurella,Óscar Plano,Josh Brownhill,Yunus Musah,Bobby Reid,Rubén García,Salvi,Renaud Ripart,Tete Morente 295 | Julian Brandt,MF,Bernardo Silva,Lorenzo Pellegrini,Florian Wirtz,Houssem Aouar,Mason Mount,Luis Alberto,Nadiem Amiri,Sergio Canales,David Silva,Kevin De Bruyne 296 | Julian Brandt,AM,Thorgan Hazard,Gio Reyna,Mason Mount,Gelson Martins,Gaël Kakuta,Jonathan Bamba,Ademola Lookman,Nathan Redmond,Alexis Saelemaekers,Rodrygo 297 | Aymen Barkok,AM,Lorenzo Pellegrini,Jack Harrison,Gaël Kakuta,Mikkel Damsgaard,Jonas Hofmann,Álex Berenguer,Lucas Moura,Renato Steffen,Ridle Baku,Jorge de Frutos 298 | Mark Uth,FW,Ondrej Duda,Junior Messias,Jordan Ayew,Joelinton,Josh Sargent,Wilfried Zaha,Richarlison,Romain Hamouma,Eldor Shomurodov,David McGoldrick 299 | Mark Uth,AM,Eric Junior Dina Ebimbe,Mathieu Cafaro,Theo Walcott,Fabián Orellana,Ritsu Doan,Pablo Fornals,Nathanael Mbuku,Miguel Almirón,Samu Castillejo,Rony Lopes 300 | Christian Gentner,MF,Grischa Prömel,Maximilian Eggestein,Oier Sanjurjo,Rolando Mandragora,Lukas Lerager,Xaver Schlager,Adrien Tameze,Imran Louza,Yangel Herrera,John Lundstram 301 | Ihlas Bebou,FW,Álvaro Morata,Amine Gouiri,Gerard Moreno,Wissam Ben Yedder,Antoine Griezmann,Ángel Correa,Gabriel Jesus,Anthony Martial,Breel Embolo,Timo Werner 302 | Orel Mangala,MF,Roberto Pereyra,Edu Expósito,Mattéo Guendouzi,Franck Kessié,Suat Serdar,Alfred Duncan,Mikel Rico,John McGinn,Soualiho Meïté,Miha Zajc 303 | Miloš Veljković,CB,Danilo Larangeira,Federico Fernández,Néstor Araujo,Ben Godfrey,Issa Diop,Víctor Laguardia,Ivan Radovanović,Jordan Torunarigha,Luca Ceppitelli,Jan Bednarek 304 | Kevin Möhwald,MF,Ivan Ilić,Pape Matar Sarr,Jean-Eudes Aholou,Mickael Malsa,Raúl Guti,Mario Lemina,Uroš Račić,Toma Bašić,Yannick Cahuzac,Scott McTominay 305 | Alexander Hack,CB,Diego Godín,Yeray Álvarez,Ohis Felix Uduokhai,Armando Izzo,Jeffrey Gouweleeuw,John Brooks,Amos Pieper,Ozan Kabak,Joachim Andersen,Ethan Ampadu 306 | Emre Can,CB,Bryan Cristante,Marcel Halstenberg,Óscar Mingueza,César Azpilicueta,David Alaba,Rafael Tolói,Gianluca Mancini,Niklas Süle,Berat Djimsiti,Mario Hermoso 307 | Emre Can,MF,Scott McTominay,Bryan Cristante,Florian Grillitsch,Wataru Endo,Fernandinho,Axel Witsel,Thomas Partey,Manuel Locatelli,Miguel Veloso,Koke 308 | Frederik Rønnow,GK,Mattia Perin,Álvaro Fernández,Thomas Strakosha,Alexander Schwolow,Jonas Omlin,Gautier Larsonneur,Salvatore Sirigu,Gregor Kobel,Édgar Badía,Yann Sommer 309 | Edmond Tapsoba,CB,Dayot Upamecano,Roger Ibanez,Kalidou Koulibaly,Sven Bender,Stefan Posch,Facundo Medina,Wesley Fofana,Tuta,Jean-Kevin Duverne,Diego Godín 310 | Daniel Brosinski,FB,Aaron Cresswell,Ludwig Augustinsson,Kenny Lala,Vladimír Coufal,Lucas Olaza,Nacho,Cédric Soares,Kieran Tierney,Marvin Plattenhardt,Borna Sosa 311 | Josh Sargent,FW,Joelinton,Eldor Shomurodov,Jay Rodriguez,Sergi Guardiola,Oliver McBurnie,Lucas Boyé,Richarlison,Oliver Burke,Fabian Klos,Lucas Höler 312 | Josh Sargent,AM,Édgar Méndez,Bobby Reid,Trézéguet,Renaud Ripart,Niclas Eliasson,Theo Walcott,Jakub Jankto,Antonio Puertas,Antonín Barák,Robin Quaison 313 | Sebastian Griesbeck,MF,Valon Behrami,Sergio Álvarez,Yan Brice Eteki,Fede San Emeterio,Artur Ioniță,Rani Khedira,Jack Cork,Rodrigo Battaglia,Përparim Hetemaj,Carlos Gruezo 314 | Timothy Fosu-Mensah,FB,Hassane Kamara,Hamari Traoré,Benjamin Pavard,Luke Ayling,Dani Carvajal,Layvin Kurzawa,Alex Sandro,Giorgos Kiriakopoulos,Danilo,Mert Müldür 315 | Niklas Stark,CB,Rodrigo Becão,Paweł Dawidowicz,Ben White,Andrei Girotto,Daniel Congré,Ozan Kabak,Federico Ceccherini,Samir Santos,Keven Schlotterbeck,Ben Godfrey 316 | Niklas Stark,MF,Marshall Munetsi,Dani García,Tomás Pina Isla,Iván Marcone,Rodrigo Battaglia,Thomas Delaney,Pedro Mosquera,Renato Tapia,Sergio Álvarez,Rani Khedira 317 | Marius Bülter,AM,Yunus Musah,Édgar Méndez,Antonio Puertas,Renaud Ripart,Bobby Reid,Allan Nyom,Takashi Inui,Luis Rioja,Óscar Plano,Tete Morente 318 | Arne Maier,MF,John Fleck,Sandro Tonali,Roque Mesa,Răzvan Marin,Edu Expósito,Miha Zajc,Adrien Tameze,John Lundstram,Nahitan Nández,Saša Lukić 319 | Nordi Mukiele,CB,Martin Hinteregger,Rafael Tolói,Emre Can,Obite N'Dicka,César Azpilicueta,Bryan Cristante,Willi Orban,Gianluca Mancini,Marvin Friedrich,Berat Djimsiti 320 | Nordi Mukiele,FB,Ben Chilwell,Zeki Çelik,Layvin Kurzawa,Maxwel Cornet,Davide Faraoni,Hugo Mallo,Ezgjan Alioski,James Justin,Mathieu Debuchy,Reece James 321 | Benno Schmitz,FB,Christopher Lenz,Dennis Appiah,Emerson,César Azpilicueta,Lucas Digne,Fábio,Carlos Clerc,Vladimír Coufal,Matt Targett,Mario Gaspar 322 | Lukáš Hrádecký,GK,Koen Casteels,Oliver Baumann,Alisson,Anthony Lopes,Gianluigi Donnarumma,Péter Gulácsi,Andrea Consigli,Bernd Leno,Pau López,Marc-André ter Stegen 323 | Dani Olmo,MF,Lorenzo Pellegrini,Kevin De Bruyne,Lucas Paquetá,Mason Mount,Houssem Aouar,Kerem Demirbay,David Silva,Florian Wirtz,Christoph Baumgartner,Alexis Claude-Maurice 324 | Dani Olmo,AM,Daichi Kamada,Bruno Fernandes,Lars Stindl,Lorenzo Pellegrini,Domenico Berardi,Marco Reus,Henrikh Mkhitaryan,Hakim Ziyech,Filip Đuričić,Mason Mount 325 | Moussa Diaby,AM,Leon Bailey,Kylian Mbappé,Pedro,Son Heung-min,Timo Werner,Raheem Sterling,Armand Lauriente,Gianluca Caprari,Carles Pérez,Marcus Rashford 326 | Borna Sosa,FB,Kieran Tierney,Pavel Kadeřábek,Andrew Robertson,Leo Dubois,Jesús Navas,Luke Shaw,Cristian Ansaldi,Leonardo Spinazzola,Daniel Brosinski,Angeliño 327 | Rafael Czichos,CB,Robin Knoche,Yunis Abdelhamid,Liam Cooper,Joseph Aidoo,Julien Laporte,Nicolas Pallois,Jean-Charles Castelletto,Maxence Lacroix,Niklas Moisander,Steven Fortes 328 | Filip Kostić,FB,Achraf Hakimi,Yannick Carrasco,Angeliño,Lucas Vázquez,Ridle Baku,Silas Wamangituka,Jonathan Clauss,Theo Hernández,Solly March,Robin Gosens 329 | Suat Serdar,MF,Mikel Rico,Juraj Kucka,Giulio Maggiore,John McGinn,Edu Expósito,Miha Zajc,Gaetano Castrovilli,Xaver Schlager,Conor Gallagher,Elvis Rexhbeçaj 330 | Timothy Chandler,FB,Hans Hateboer,Ivan Perišić,Darko Lazović,Jens Stryger Larsen,Alessandro Florenzi,Daniel Wass,Marius Wolf,Nacho Monreal,Jonathan Schmid,Marcos Alonso 331 | Sebastian Andersson,FW,Dominic Calvert-Lewin,Rafa Mir,Chris Wood,Jonathan Calleri,Roberto Soldado,Luuk de Jong,Leonardo Pavoletti,Jaime Mata,Kike,Ante Budimir 332 | Admir Mehmedi,AM,Bersant Celina,Julian Brandt,Fabián Orellana,Martin Ødegaard,Alexis Saelemaekers,Gaël Kakuta,Manu Trigueros,Willian,Thorgan Hazard,Nabil Fekir 333 | Oscar Wendt,FB,Peter Pekarík,Lorenzo De Silvestri,Iago,Luke Thomas,Daniel Wass,Jonathan Schmid,Juan Miranda,Jens Stryger Larsen,Charalambos Lykogiannis,Ander Capa 334 | Steven Zuber,FB,Achraf Hakimi,Lucas Vázquez,Yannick Carrasco,Filip Kostić,Darko Lazović,Leonardo Spinazzola,Silas Wamangituka,Angeliño,Theo Hernández,Raphaël Guerreiro 335 | Marvin Friedrich,CB,Obite N'Dicka,Armando Izzo,Martin Hinteregger,Moussa Niakhate,Samir Santos,Rafael Tolói,Gianluca Mancini,Takehiro Tomiyasu,Marquinhos,John Brooks 336 | Can Bozdogan,AM,Tete Morente,Yunus Musah,Andros Townsend,Jean-Paul Boëtius,Óscar Plano,Daniel Caligiuri,Theo Walcott,Dwight McNeil,Marc Cucurella,Allan Nyom 337 | Kevin Kampl,MF,Daniel Parejo,Ismaël Bennacer,João Moutinho,Koke,Leandro Paredes,Marcelo Brozović,Sergio Busquets,Remo Freuler,Youssouf Fofana,Gastón Brugman 338 | Mathew Leckie,AM,Marc Cucurella,Josh Brownhill,Renaud Ripart,Óscar Plano,Daniel Caligiuri,Allan Nyom,Rubén García,Ridle Baku,Mikkel Damsgaard,Aitor Ruibal 339 | Omar Alderete,CB,Rob Holding,Ohis Felix Uduokhai,Ozan Kabak,Jean-Kevin Duverne,Davinson Sánchez,Timothée Kolodziejczak,Keven Schlotterbeck,Ömer Toprak,Dimitris Siovas,Marc Bartra 340 | Christopher Lenz,FB,Dennis Appiah,Maximilian Mittelstädt,Paulo Otávio,Mihailo Ristić,Vladimír Coufal,Mario Gaspar,Stefan Lainer,Ezgjan Alioski,Serge Aurier,Nacho 341 | Alassane Pléa,FW,Wissam Ben Yedder,Dries Mertens,Timo Werner,João Félix,Musa Barrow,Paulo Dybala,Joaquín Correa,Ciro Immobile,Iago Aspas,Gerard Moreno 342 | Péter Gulácsi,GK,Marc-André ter Stegen,Benjamin Lecomte,Manuel Neuer,Álex Remiro,Oliver Baumann,Alisson,Antonio Mirante,Andrea Consigli,Lukáš Hrádecký,Wojciech Szczęsny 343 | Jonathan Tah,CB,Çağlar Söyüncü,Sven Botman,Kalidou Koulibaly,Waldemar Anton,Rob Holding,Dayot Upamecano,Niklas Moisander,Nikola Maksimović,Robin Knoche,Koray Günter 344 | Hannes Wolf,AM,Samu Castillejo,Nathanael Mbuku,Sofiane Diop,Alexis Saelemaekers,Ander Barrenetxea,Fabián Orellana,Daniel James,Theo Walcott,Pablo Fornals,Ritsu Doan 345 | Maximilian Eggestein,MF,Alfred Duncan,Miguel Veloso,Lukas Lerager,Ángel Montoro,Grischa Prömel,Erick Pulgar,John Lundstram,James Ward-Prowse,Mattéo Guendouzi,Sandro Tonali 346 | Karim Bellarabi,AM,Yannick Carrasco,Serge Gnabry,Florian Thauvin,Carles Pérez,Pedro,Nicola Sansone,Phil Foden,Federico Chiesa,Hamed Junior Traorè,Raphael Dias Belloli 347 | Roland Sallai,AM,Richarlison,Gaëtan Laborde,Anwar El Ghazi,Pierre-Emerick Aubameyang,João Pedro,Munir El Haddadi,José Luis Morales,Harvey Barnes,Ferrán Torres,Yoane Wissa 348 | Jacob Barrett Laursen,FB,Raphael Framberger,Charlie Taylor,Yuto Nagatomo,Isaac Carcelen,Aarón Martín,Alfonso Espino,Cédric Brunner,Ximo Navarro,Dimitri Foulquier,Matty Cash 349 | Stefan Ortega,GK,Rafał Gikiewicz,Jordan Pickford,Kevin Trapp,Koen Casteels,Iván Villar,Sam Johnstone,Alban Lafont,Predrag Rajković,Sergio Herrera,Florian Müller 350 | Wataru Endo,MF,Habib Maïga,Aurélien Tchouaméni,Mahdi Camara,Dominik Kohr,Pape Gueye,Gastón Brugman,Mikel Vesga,Benjamin André,Koke,Florian Grillitsch 351 | Peter Pekarík,FB,Oscar Wendt,Lorenzo De Silvestri,Daniel Wass,Jonathan Schmid,Jens Stryger Larsen,Luke Thomas,Ander Capa,Iago,Charalambos Lykogiannis,Marvin Zeegelaar 352 | Konrad Laimer,MF,Sebastian Rudy,Yacine Adli,Kevin Strootman,Maxence Caqueret,Dani Ceballos,Rafinha,Marco Verratti,Óliver Torres,Kerem Demirbay,Remo Freuler 353 | Jonas Hector,MF,Yangel Herrera,Davy Klaassen,Weston McKennie,Juraj Kucka,Brais Méndez,Elvis Rexhbeçaj,Giulio Maggiore,Morten Thorsby,Mikel Merino,Rolando Mandragora 354 | Ellyes Skhiri,MF,Julian Baumgartlinger,Mahdi Camara,Marco Parolo,Nicolas Höfler,Pape Gueye,Thomas Delaney,Albin Ekdal,Casemiro,Lamine Fomba,Guido Rodríguez 355 | Lucas Hernández,CB,César Azpilicueta,Marcel Halstenberg,Emre Can,Bryan Cristante,Rafael Tolói,Berat Djimsiti,Stefan Posch,Óscar Mingueza,David Alaba,Niklas Süle 356 | Lucas Hernández,FB,César Azpilicueta,Serge Aurier,Adrien Truffert,James Justin,Diogo Dalot,Luke Ayling,Timothy Castagne,Thomas Meunier,Romain Perraud,Marcos Acuña 357 | Vedad Ibišević,FW,Darío Benedetto,Florian Niederlechner,Chris Wood,Asier Villalibre,Willian José,Dominic Calvert-Lewin,João Pedro,Pierre-Emerick Aubameyang,Krzysztof Piątek,Tammy Abraham 358 | Wout Weghorst,FW,Sasa Kalajdzic,Patrik Schick,André Silva,Jamie Vardy,Fabio Quagliarella,Luis Suárez,Kevin Volland,Burak Yılmaz,Tammy Abraham,Edin Džeko 359 | Lars Bender,FB,Davide Calabria,Lucas Hernández,Wendell,Luke Ayling,Adrien Truffert,Mihailo Ristić,Aaron Wan-Bissaka,César Azpilicueta,Benjamin Mendy,Jorge Miramón 360 | Marek Suchý,CB,Stefan Savić,Pablo Marí,Conor Coady,Pablo Insua,Robson Bambu,Erick Cabaco,Ivan Radovanović,Rúben Vezo,Luca Marrone,Hugo Guillamón 361 | Joakim Nilsson,CB,Felipe,Keven Schlotterbeck,Erick Cabaco,Cheikhou Kouyaté,Ciaran Clark,Julien Laporte,Ivan Radovanović,Paulo Oliveira,Dara O'Shea,Aridane Hernández 362 | Ömer Toprak,CB,Wout Faes,Nicolas Pallois,Senou Coulibaly,Manuel Gulde,Bruno Ecuele Manga,Yeray Álvarez,Marin Pongračić,Andrew Gravillon,Ohis Felix Uduokhai,Omar Colley 363 | Almamy Touré,FB,Danny da Costa,Marius Wolf,Reece James,Ridle Baku,Solly March,Pervis Estupiñán,Alfonso Pedraza,Silas Wamangituka,Sergio Reguilón,Ludwig Augustinsson 364 | Lucas Höler,FW,Richarlison,Yussuf Poulsen,Eldor Shomurodov,Randal Kolo Muani,Joelinton,Josh Sargent,Florian Sotoca,Danny Ings,José Luis Morales,David McGoldrick 365 | Lucas Höler,AM,Richarlison,Roland Sallai,Portu,Gaëtan Laborde,José Luis Morales,Tino Kadewere,João Pedro,Pierre-Emerick Aubameyang,Robin Quaison,Kevin Volland 366 | Lukas Klostermann,CB,Marquinhos,Niklas Süle,Samir Santos,Matthijs de Ligt,Milan Škriniar,Manuel Akanji,Sven Bender,Stefan Posch,Leonardo Bonucci,Gian Marco Ferrari 367 | Felix Agu,FB,Theodor Gebre Selassie,Iago,Nacho Vidal,Mathías Olivera,Sacha Boey,Alfonso Espino,Thierry Correia,Mathieu Debuchy,Serge Aurier,Kingsley Ehizibue 368 | Florian Müller,GK,Predrag Rajković,Édgar Badía,Rafał Gikiewicz,Sam Johnstone,Baptiste Reynet,Stefan Ortega,Alexander Schwolow,Jasper Cillessen,Rui Silva,Sergio Herrera 369 | Leon Goretzka,MF,Sergej Milinković-Savić,Curtis Jones,Roberto Gagliardini,Arturo Vidal,Jude Bellingham,Joshua Kimmich,Pierre Lees-Melou,Mikel Merino,Téji Savanier,Florian Neuhaus 370 | Gregor Kobel,GK,Gautier Larsonneur,Édgar Badía,Walter Benítez,Łukasz Skorupski,Jiří Pavlenka,Ralf Fährmann,Andrea Consigli,Jaume Doménech,Yann Sommer,Kevin Trapp 371 | André Hahn,FW,Josh Sargent,Raúl García,Oliver McBurnie,Santi Mina,Lucas Boyé,Eldor Shomurodov,Sergi Guardiola,Joelinton,Enes Ünal,Fabian Klos 372 | André Hahn,AM,Trézéguet,Édgar Méndez,Niclas Eliasson,Renaud Ripart,Óscar Plano,Bobby Reid,Marc Cucurella,Renato Steffen,Denis Bouanga,Robin Quaison 373 | Kevin Trapp,GK,Ralf Fährmann,Timo Horn,Baptiste Reynet,Ivan Provedel,Édgar Badía,Rafał Gikiewicz,Álvaro Fernández,Andrea Consigli,Aitor Fernández,Lorenzo Montipò 374 | Erik Durm,FB,Marius Wolf,Davide Faraoni,Arkadiusz Reca,Ivan Perišić,Luke Thomas,Mohamed Fares,Pol Lirola,Nahuel Molina,Adam Marušić,Ridle Baku 375 | Ritsu Doan,MF,Christoph Baumgartner,Gaetano Castrovilli,Marcos Llorente,Alexis Claude-Maurice,Giacomo Bonaventura,Giulio Maggiore,Lorenzo Pellegrini,Nahitan Nández,Florian Wirtz,Brais Méndez 376 | Ritsu Doan,AM,Aitor Ruibal,Ander Barrenetxea,Kenedy,Eric Junior Dina Ebimbe,Nathanael Mbuku,Mikkel Damsgaard,Daniel Caligiuri,Mathieu Cafaro,Renaud Ripart,Trézéguet 377 | Daniel Caligiuri,FB,Solly March,Ridle Baku,Silas Wamangituka,Nahuel Molina,Erik Durm,Marius Wolf,Pervis Estupiñán,Yannick Carrasco,Filip Kostić,Arkadiusz Reca 378 | Daniel Caligiuri,AM,Marc Cucurella,Andros Townsend,Mikkel Damsgaard,Rubén Rochina,Jean-Paul Boëtius,Dwight McNeil,Renaud Ripart,Óscar Plano,Aitor Ruibal,Rubén García 379 | Bastian Oczipka,CB,Ștefan Radu,Marco Friedl,Domenico Criscito,Patric,Francesco Acerbi,Alessandro Bastoni,Edoardo Goldaniga,Ben White,David Alaba,Moussa Niakhate 380 | Bastian Oczipka,FB,Marvin Plattenhardt,Mihailo Ristić,Jorge Miramón,Tommaso Augello,Antonio Barragán,Miguel Trauco,Aarón Martín,Vincent Le Goff,Dimitri Foulquier,Riccardo Marchizza 381 | Yussuf Poulsen,FW,Álvaro Morata,Lucas Höler,Musa Barrow,Ángel Correa,Florian Sotoca,Ihlas Bebou,Eldor Shomurodov,Randal Kolo Muani,Ermedin Demirović,Sergi Enrich 382 | Dayot Upamecano,CB,Edmond Tapsoba,Manuel Akanji,Fabinho,Takehiro Tomiyasu,Mario Hermoso,Diego Godín,Francesco Acerbi,Vlad Chiricheș,César Azpilicueta,Clément Lenglet 383 | Fabian Kunze,MF,Renato Tapia,Sergio Álvarez,Isaac Hayden,Haris Belkebla,Oier Sanjurjo,Valon Behrami,Manuel Prietl,Ibrahima Sissoko,Guido Rodríguez,Yan Brice Eteki 384 | Yannik Keitel,MF,Lucas Torró,Josh Brownhill,Okay Yokuşlu,Papakouli Diop,Lucas Tousart,Jean-Eudes Aholou,Ibrahima Sissoko,Adrien Tameze,Grischa Prömel,Nicolas Höfler 385 | Daniel Didavi,AM,Bruno Fernandes,Pablo Sarabia,Son Heung-min,Marco Reus,Dani Olmo,Filip Đuričić,Roberto Soriano,Daichi Kamada,Lars Stindl,Thomas Müller 386 | Josip Brekalo,AM,Hakim Ziyech,Hamed Junior Traorè,Leandro Trossard,Luiz Araújo,Diego Farias,Pedro,Matheus Pereira,Ademola Lookman,Bukayo Saka,Rony Lopes 387 | William,FB,Mathías Olivera,Isaac Carcelen,Sacha Boey,Nacho Vidal,Fabio Depaoli,Alfonso Espino,Kingsley Ehizibue,Anderson Lucoqui,Paulo Otávio,Matty Cash 388 | Florian Niederlechner,FW,Darío Benedetto,Callum Wilson,João Pedro,Asier Villalibre,Jamie Vardy,Dominic Calvert-Lewin,Steve Mounié,Che Adams,Matěj Vydra,Rafa Mir 389 | Nathan de Medina,FB,Alfonso Espino,Raphael Framberger,Tyrick Mitchell,Phillipp Mwene,Matty Cash,Anderson Lucoqui,Charlie Taylor,Dennis Appiah,Jamal Lewis,Isaac Carcelen 390 | Lionel Messi,FW,Kylian Mbappé,Karim Benzema,Cristiano Ronaldo,Memphis Depay,Paulo Dybala,Ciro Immobile,Timo Werner,Robert Lewandowski,Kelechi Iheanacho,Zlatan Ibrahimović 391 | Lionel Messi,AM,Neymar,Kylian Mbappé,Jadon Sancho,Ousmane Dembélé,Riyad Mahrez,Lorenzo Insigne,Raheem Sterling,Ruslan Malinovskyi,Marcus Rashford,Leon Bailey 392 | Alphonso Davies,FB,Luke Shaw,João Cancelo,Theo Hernández,Reece James,Dani Carvajal,Zeki Çelik,Juan Cuadrado,Ben Chilwell,Alex Sandro,Marcelo 393 | Christian Gebauer,AM,Niclas Eliasson,Óscar Plano,Édgar Méndez,Renaud Ripart,Bobby Reid,Marc Cucurella,Allan Nyom,Luis Rioja,Jóhann Berg Guðmundsson,Salvi 394 | Marco John,FB,Luke Shaw,Gabriele Zappa,Pervis Estupiñán,Héctor Bellerín,Matthieu Udol,Andoni Gorosabel,Caio Henrique Oliveira Silva,Renan Lodi,Giuseppe Pezzella,Alfonso Pedraza 395 | Marc Roca,MF,Sandro Tonali,Douglas Luiz,Koke,Gastón Brugman,Charles Aránguiz,João Moutinho,Thiago Mendes,Thomas Mangani,Youssouf Fofana,Oriol Romeu 396 | Andreas Voglsammer,AM,Gaëtan Laborde,João Pedro,Pierre-Emerick Aubameyang,Richarlison,Robin Quaison,Denis Bouanga,Roland Sallai,Portu,Trézéguet,Kevin Volland 397 | Koen Casteels,GK,Lukáš Hrádecký,Iván Villar,Oliver Baumann,Stefan Ortega,Pierluigi Gollini,Sergio Herrera,Alisson,David Soria,Marko Dmitrović,Andreas Luthe 398 | Mahmoud Dahoud,MF,Koke,Remo Freuler,Ander Herrera,Tanguy Ndombele,Bruno Guimarães,Adrien Rabiot,Pierre Lees-Melou,Youssouf Fofana,Fred,Maxence Caqueret 399 | Jadon Sancho,AM,Lionel Messi,Neymar,Lorenzo Insigne,Ousmane Dembélé,Jack Grealish,Kingsley Coman,Ángel Di María,Riyad Mahrez,Leroy Sané,Adnan Januzaj 400 | Matheus Cunha,AM,Álex Berenguer,Nicola Sansone,Ludovic Blas,Takefusa Kubo,Ayoze Pérez,Luiz Araújo,Gianluca Caprari,Raphael Dias Belloli,Christoph Baumgartner,Hamed Junior Traorè 401 | Leonardo Bittencourt,MF,Giulio Maggiore,Weston McKennie,Marcos Llorente,Brais Méndez,Nolito,Christoph Baumgartner,Gaetano Castrovilli,Elvis Rexhbeçaj,Juraj Kucka,Alexis Claude-Maurice 402 | Leonardo Bittencourt,AM,Sofiane Diop,Trézéguet,Ritsu Doan,Ludovic Blas,Samu Castillejo,Renato Steffen,Álex Berenguer,Adrien Thomasson,Ayoze Pérez,Daniel James 403 | Bas Dost,FW,Ludovic Ajorque,Jorge Molina,Chris Wood,Sasa Kalajdzic,Andy Delort,Andreas Cornelius,Harry Kane,Jamie Vardy,Wout Weghorst,Christian Benteke 404 | Renato Steffen,AM,Álex Berenguer,Lucas Moura,Niclas Eliasson,Jack Harrison,Christoph Baumgartner,Ridle Baku,Adrien Thomasson,Jonas Hofmann,Franck Honorat,Jean-Paul Boëtius 405 | Silas Wamangituka,FB,Yannick Carrasco,Filip Kostić,Ivan Perišić,Ridle Baku,Angeliño,Jonathan Clauss,Achraf Hakimi,Solly March,Marius Wolf,Davide Zappacosta 406 | Erik Thommy,FB,Yannick Carrasco,Silas Wamangituka,Marius Wolf,Tariq Lamptey,Arkadiusz Reca,Bruno Peres,Jonathan Clauss,Ivan Perišić,Leonardo Spinazzola,Filip Kostić 407 | Patrick Herrmann,AM,Mikel Oyarzabal,Ángel Correa,Bukayo Saka,Jarrod Bowen,Moses Simon,Musa Barrow,Renato Steffen,Yoane Wissa,Jorge de Frutos,Riccardo Orsolini 408 | Robert Andrich,MF,Imran Louza,Stuart Dallas,Baptiste Santamaria,Wataru Endo,Rolando Mandragora,Aurélien Tchouaméni,Mikel Vesga,Abdoulaye Touré,Brais Méndez,Dominik Kohr 409 | Sebastian Rode,MF,Djibril Sow,N'Golo Kanté,Jorginho,Rodrigo Bentancur,Kevin Strootman,Adrien Silva,Tyler Adams,Idrissa Gana Gueye,Sergio Busquets,Maxence Caqueret 410 | Thomas Meunier,FB,Giovanni Di Lorenzo,Leo Dubois,Yuri Berchiche,Marcelo,Juan Cuadrado,João Cancelo,Luke Shaw,Andrew Robertson,Héctor Bellerín,Theo Hernández 411 | Fabian Klos,FW,Raúl García,Oliver McBurnie,Jaime Mata,Jorge Molina,Joselu,Josh Sargent,Santi Mina,Habib Diallo,Steve Mounié,Roger Martí 412 | Santiago Ascacíbar,MF,Rubén Alcaraz,Guido Rodríguez,Marco Parolo,Jon Moncayola,Lamine Fomba,Albin Ekdal,Morten Thorsby,Lucas Tousart,Saúl Ñíguez,Mahdi Camara 413 | John Brooks,CB,Samir Santos,Diego Godín,Armando Izzo,Romain Saïss,Marcelo,Mats Hummels,Sven Bender,Maxence Lacroix,Jannik Vestergaard,Marvin Friedrich 414 | Noah Katterbach,FB,José Ángel,Carlos Clerc,Lucas Olaza,Bastian Oczipka,Mihailo Ristić,Alejandro Pozo Pozo,Joseba Zaldúa,Fouad Chafik,Johan Mojica,Tommaso Augello 415 | Marcel Sabitzer,MF,Jordan Veretout,Florian Neuhaus,Florent Mollet,Stuart Dallas,Luka Modrić,Joshua Kimmich,Téji Savanier,Fabián Ruiz Peña,Giacomo Bonaventura,Ivan Rakitić 416 | Niklas Süle,CB,Manuel Akanji,Rafael Tolói,Lukas Klostermann,Marcel Halstenberg,Emre Can,Jules Koundé,Sergio Ramos,Milan Škriniar,Willi Orban,Mats Hummels 417 | Niklas Süle,FB,Danilo,Alex Sandro,Hassane Kamara,Joël Veltman,Takehiro Tomiyasu,Mert Müldür,Riccardo Gagliolo,Hamari Traoré,Oleksandr Zinchenko,Fouad Chafik 418 | Taiwo Awoniyi,FW,Matěj Vydra,Callum Wilson,Jhon Córdoba,Kevin Lasagna,Jean-Philippe Mateta,Dušan Vlahović,Jonathan David,Che Adams,Florian Niederlechner,Sehrou Guirassy 419 | Kevin Stöger,MF,Florian Neuhaus,Luis Alberto,Téji Savanier,Joshua Kimmich,Curtis Jones,Kerem Demirbay,Rodrigo De Paul,Lorenzo Pellegrini,Federico Valverde,Mason Mount 420 | Daniel Ginczek,FW,Jaime Mata,Kike,Sebastian Andersson,Ángel Rodríguez,Jonathan Calleri,Felipe Caicedo,Roberto Soldado,Luuk de Jong,Sergi Enrich,Lois Diony 421 | Josuha Guilavogui,MF,Diadie Samassékou,Isaac Hayden,Wilfred Ndidi,Marshall Munetsi,Renato Tapia,Omar Mascarell,Dani García,Nicolas Höfler,Thomas Delaney,Luka Milivojević 422 | Amine Harit,MF,Nadiem Amiri,Houssem Aouar,Piotr Zieliński,Florian Wirtz,Sergio Canales,Alexis Claude-Maurice,Roberto Pereyra,Giacomo Bonaventura,Lorenzo Pellegrini,Seko Fofana 423 | Amine Harit,AM,Eberechi Eze,Martin Ødegaard,Bersant Celina,David Ferreiro,Matheus Pereira,Fabián Orellana,Rony Lopes,Alex Iwobi,Joaquín,Jonathan Bamba 424 | Florian Wirtz,MF,Houssem Aouar,Piotr Zieliński,Lorenzo Pellegrini,Alexis Claude-Maurice,Bernardo Silva,Mason Mount,Nadiem Amiri,Marcos Llorente,Giacomo Bonaventura,Kevin De Bruyne 425 | Florian Wirtz,AM,Jonathan Bamba,Julian Brandt,Gio Reyna,Thorgan Hazard,Josip Brekalo,Ademola Lookman,Dejan Kulusevski,Takefusa Kubo,Alexis Saelemaekers,Brahim Díaz 426 | Exequiel Palacios,MF,Fred,Rodrigo Bentancur,Djibril Sow,Kevin Strootman,Sebastian Rode,N'Golo Kanté,Jorginho,Gastón Brugman,Kalvin Phillips,Adrien Silva 427 | Florian Hübner,CB,Mattia Bani,Omar Colley,Xabier Etxeita,Giangiacomo Magnani,David García,John Egan,Keven Schlotterbeck,Sebastien De Maio,Paweł Dawidowicz,Romain Saïss 428 | Alexander Sørloth,FW,Florian Sotoca,Ollie Watkins,Yussuf Poulsen,Ihlas Bebou,Joaquín Correa,Roberto Firmino,Breel Embolo,Álvaro Morata,Aleksandar Mitrović,Timo Werner 429 | Joel Pohjanpalo,FW,Olivier Giroud,Patrik Schick,Youssef En-Nesyri,Dominic Calvert-Lewin,Tammy Abraham,Simone Zaza,Patrick Bamford,Ludovic Ajorque,Arkadiusz Milik,Wout Weghorst 430 | Moanes Dabour,FW,Breel Embolo,Gabriel Jesus,Alexis Sánchez,Luis Muriel,Lautaro Martínez,Roberto Firmino,Dries Mertens,Paulo Dybala,Gerard Moreno,Kelechi Iheanacho 431 | Ermedin Demirović,FW,Che Adams,Florian Niederlechner,Josh Sargent,Steve Mounié,Yussuf Poulsen,João Pedro,Danny Ings,Nils Petersen,Jay Rodriguez,Lucas Höler 432 | Cédric Brunner,FB,Charlie Taylor,Isaac Carcelen,Joel Ward,Aihen Muñoz,Mikel Balenziaga,Juan Cruz Armada,Anderson Lucoqui,Nacho Vidal,Charles Traore,Ximo Navarro 433 | Karim Onisiwo,FW,Enes Ünal,Eldor Shomurodov,Oliver Burke,Josh Sargent,Joelinton,Richarlison,Jay Rodriguez,Sergi Guardiola,Mama Samba Baldé,Lucas Höler 434 | Karim Onisiwo,AM,Richarlison,Trézéguet,Denis Bouanga,Édgar Méndez,Robin Quaison,Theo Walcott,Ritsu Doan,Roland Sallai,José Luis Morales,Antonio Puertas 435 | Carlos Gruezo,MF,Adrián Cubas,Romaine Sawyers,Manuel Prietl,Haris Belkebla,Unai Vencedor Paris,Yan Brice Eteki,Valon Behrami,Isaac Hayden,Përparim Hetemaj,Xavier Chavalerin 436 | Matija Nastasić,CB,Mouctar Diakhaby,Vladimir Golemić,Bruno Alves,Diego Carlos,Eric Dier,Ivan Radovanović,Manuel Gulde,Federico Fernández,Cristián Zapata,Vitorino Hilton 437 | Matthias Ginter,CB,Benoît Mukinayi,Gian Marco Ferrari,David Luiz,Unai Núñez,Berat Djimsiti,Harry Maguire,César Azpilicueta,Aritz Elustondo,Matthijs de Ligt,Jules Koundé 438 | Yuya Osako,FW,Lucas Höler,Ondrej Duda,Eldor Shomurodov,Romain Hamouma,Yussuf Poulsen,Joelinton,Florian Sotoca,Josh Sargent,David McGoldrick,Danny Ings 439 | Yuya Osako,AM,Roland Sallai,Martin Terrier,Niclas Eliasson,Yoane Wissa,Trézéguet,Renato Steffen,João Pedro,Lucas Moura,Theo Walcott,Christoph Baumgartner 440 | Keven Schlotterbeck,CB,Joakim Nilsson,Felipe,Sebastien De Maio,Ciaran Clark,Sebastiaan Bornauw,Paulo Oliveira,Ivan Radovanović,Ben Godfrey,Ohis Felix Uduokhai,Cristián Zapata 441 | Marvin Plattenhardt,FB,Bastian Oczipka,Aarón Martín,Miguel Trauco,Tommaso Augello,Aaron Cresswell,Kenny Lala,Nacho,Christopher Trimmel,Lorenzo Venuti,Vincent Le Goff 442 | Tin Jedvaj,CB,Stefan Posch,César Azpilicueta,Marvin Friedrich,Obite N'Dicka,Takehiro Tomiyasu,Martin Hinteregger,Berat Djimsiti,Marc-Oliver Kempf,Sven Bender,Willi Orban 443 | Marco Friedl,CB,Ethan Ampadu,Ștefan Radu,Francesco Acerbi,Domenico Criscito,Anaitz Arbilla,Mason Holgate,Jack Stephens,Tuta,Ben White,Roger Ibanez 444 | Marco Friedl,FB,Jorge Miramón,Loris Benito,Joel Ward,Cédric Brunner,Ben Davies,Federico Barba,Anthony Caci,Thomas Foket,Hiroki Sakai,Matty Cash 445 | Jordan Torunarigha,CB,Tuta,Yordan Osorio,Jeffrey Gouweleeuw,Wout Faes,Lyanco,Dominique Heintz,Ben White,Miloš Veljković,Néstor Araujo,Ethan Ampadu 446 | Nils Petersen,FW,Ante Budimir,Roberto Soldado,Krzysztof Piątek,Florian Niederlechner,Ermedin Demirović,Youssef En-Nesyri,Simone Zaza,Dominic Calvert-Lewin,Luuk de Jong,Mattia Destro 447 | Max Kruse,FW,Iago Aspas,Lucas Pérez,Alassane Pléa,Franck Ribéry,João Félix,Goran Pandev,Wissam Ben Yedder,Musa Barrow,Ondrej Duda,João Pedro 448 | Max Kruse,AM,Dimitri Payet,Farid Boulaya,Sergio Canales,Vincenzo Grifo,Piotr Zieliński,Willian,Mikel Oyarzabal,Roberto Insigne,Gaël Kakuta,Roberto Soriano 449 | Cedric Teuchert,FW,Alexandre Lacazette,Lucas Höler,Pierre-Emerick Aubameyang,Che Adams,Danny Ings,Richarlison,Lautaro Martínez,Yussuf Poulsen,Musa Barrow,Breel Embolo 450 | Marco Richter,FW,Junior Messias,Richarlison,David McGoldrick,Joelinton,Ondrej Duda,Romain Hamouma,Raúl Jiménez,Sergi Guardiola,Fabian Klos,José Luis Morales 451 | Marco Richter,AM,Robin Quaison,Anwar El Ghazi,Richarlison,Bertrand Traoré,Roland Sallai,Riccardo Orsolini,Eric Junior Dina Ebimbe,Ritsu Doan,Ferrán Torres,Daniel Podence 452 | Wendell,FB,Luke Ayling,Anthony Caci,Andrea Conti,Aaron Wan-Bissaka,Reinildo Mandava,Sacha Boey,Sofiane Alakouch,Jorge Miramón,Davide Calabria,Kyle Walker-Peters 453 | Alfreð Finnbogason,FW,Jorge Molina,Fabian Klos,Enes Ünal,Eldor Shomurodov,Kevin Volland,João Pedro,Roger Martí,Andreas Cornelius,Che Adams,Oliver Burke 454 | Nico Schulz,FB,Vincent Le Goff,Hamari Traoré,Hassane Kamara,Patrick van Aanholt,Elseid Hysaj,Sead Kolašinac,Benjamin Pavard,Ryan Bertrand,Andoni Gorosabel,Vincent Manceau 455 | Marius Wolf,FB,Pol Lirola,Arkadiusz Reca,Erik Durm,Solly March,Tariq Lamptey,Ivan Perišić,Ridle Baku,Danny da Costa,Alfonso Pedraza,Wilfried Singo 456 | Marius Wolf,AM,Luis Rioja,Dwight McNeil,Marc Cucurella,Daniel Caligiuri,Jóhann Berg Guðmundsson,Ridle Baku,Renaud Ripart,Alex Iwobi,Moi Gómez,Matteo Pessina 457 | Roberto Massimo,FB,Silas Wamangituka,Pervis Estupiñán,Alfonso Pedraza,Yannick Carrasco,Erik Durm,Ridle Baku,Danny da Costa,Ivan Perišić,Marius Wolf,Mohamed Fares 458 | Jan Thielmann,FW,Jordan Ayew,Ondrej Duda,Raúl García,Lucas Boyé,Roger Martí,Sergi Guardiola,Oliver McBurnie,Fabian Klos,Josh Sargent,Santi Mina 459 | Jan Thielmann,AM,Salvi,Takashi Inui,Yunus Musah,Bobby Reid,Allan Nyom,Nathanael Mbuku,Édgar Méndez,Óscar Plano,Jóhann Berg Guðmundsson,Tete Morente 460 | Santiago Arias,FB,Hugo Mallo,Matt Targett,James Justin,Lucas Hernández,Davide Calabria,Daniel Wass,Carlos Clerc,Luke Ayling,Ryan Bertrand,Joël Veltman 461 | Łukasz Piszczek,CB,Facundo Medina,Clément Lenglet,Manuel Akanji,Niklas Süle,David Alaba,Emre Can,Alessandro Bastoni,Dayot Upamecano,Jean-Kevin Duverne,Milan Škriniar 462 | Thomas Delaney,MF,Guido Rodríguez,Albin Ekdal,Morgan Schneiderlin,Nicolas Höfler,Renato Tapia,Lucas Leiva,Paul Lasne,Wilfred Ndidi,Omar Mascarell,Marshall Munetsi 463 | László Bénes,AM,Marc Cucurella,Rubén García,Daniel Caligiuri,Dwight McNeil,Óscar Plano,Jon Morcillo,Josh Brownhill,Jean-Paul Boëtius,Allan Nyom,Pablo Fornals 464 | Ishak Belfodil,FW,Andrea Petagna,Iñaki Williams,Anthony Martial,Rodrigo Palacio,Wissam Ben Yedder,Memphis Depay,Iago Aspas,Joaquín Correa,Francesco Caputo,Ciro Immobile 465 | Malick Thiaw,CB,Keven Schlotterbeck,Cheikhou Kouyaté,Niklas Stark,Felipe,Semi Ajayi,Pascal Struijk,Lorenzo Tonelli,Alessandro Tuia,Jeison Murillo,Sebastien De Maio 466 | Robert Skov,FB,Darko Lazović,Yannick Carrasco,Ivan Perišić,Silas Wamangituka,Angeliño,Leonardo Spinazzola,Marius Wolf,Filip Kostić,Davide Zappacosta,Manuel Lazzari 467 | Robert Skov,AM,Riccardo Orsolini,Federico Bernardeschi,Álex Berenguer,Hamed Junior Traorè,Renato Steffen,Roberto Soriano,Remi Oudin,Bukayo Saka,Matheus Pereira,Darwin Machís 468 | Florian Grillitsch,CB,Emre Can,Gianluca Mancini,Bryan Cristante,Niklas Süle,Rafael Tolói,Marcel Halstenberg,Obite N'Dicka,Óscar Mingueza,Willi Orban,César Azpilicueta 469 | Florian Grillitsch,MF,Scott McTominay,Manuel Locatelli,Franck Kessié,Stuart Dallas,Wataru Endo,Fernandinho,Jordan Henderson,Remo Freuler,Koke,Mahmoud Dahoud 470 | -------------------------------------------------------------------------------- /similar_player_ligue1.csv: -------------------------------------------------------------------------------- 1 | Name,Position,Rank 1,Rank 2,Rank 3,Rank 4,Rank 5,Rank 6,Rank 7,Rank 8,Rank 9,Rank 10 2 | Niclas Eliasson,AM,Óscar Plano,Jean-Paul Boëtius,Rubén García,Renato Steffen,Édgar Méndez,Kenedy,Remi Oudin,Trézéguet,Marc Cucurella,Matt Phillips 3 | Zinedine Ferhat,AM,Remi Oudin,Mikel Oyarzabal,Matheus Pereira,Jorge de Frutos,Antonio Puertas,Mattia Zaccagni,Federico Bernardeschi,Lucas Moura,Rubén García,Pedro León 4 | Anthony Caci,FB,Reinildo Mandava,Andrea Conti,Sofiane Alakouch,Wendell,Sacha Boey,Johan Mojica,Vincent Manceau,Dennis Appiah,Isaac Carcelen,Muzinga Ngonda 5 | Renato Sanches,MF,Luka Modrić,Florian Neuhaus,Luis Alberto,Nadiem Amiri,Fabián Ruiz Peña,Nicolò Barella,David Silva,Curtis Jones,Kerem Demirbay,Seko Fofana 6 | Nemanja Radonjić,AM,Riccardo Orsolini,Florian Thauvin,Samuel Chukwueze,Harvey Barnes,Pedro,Gonçalo Guedes,Jonathan Ikone,Marcus Rashford,Sadio Mané,Munir El Haddadi 7 | Terem Moffi,FW,Borja Mayoral,Alexander Isak,Jhon Córdoba,Kevin Lasagna,Dušan Vlahović,Paco Alcácer,Alexandre Lacazette,Jonathan David,Che Adams,Moise Kean 8 | Jonathan Gradit,CB,Ștefan Radu,Kevin Vogt,Makoto Hasebe,Dominique Heintz,Steven Fortes,Presnel Kimpembe,Tuta,Fabinho,Claudio Terzi,Joe Gomez 9 | Benoît Mukinayi,CB,Harry Maguire,Damien Da Silva,Matthias Ginter,Jules Koundé,Marcelo,Nayef Aguerd,Jonny Evans,Robin Le Normand,Thiago Silva,Guillermo Maripán 10 | Loïck Landre,CB,Philipp Lienhart,Manuel Gulde,Maya Yoshida,Daniel Congré,Raphaël Varane,Ezri Konsa,Mouctar Diakhaby,Dedryck Boyata,Alessio Romagnoli,Jean-Charles Castelletto 11 | Arber Zeneli,AM,Gonçalo Guedes,Antonio Puertas,Theo Walcott,Ander Barrenetxea,Kenedy,Jarrod Bowen,Moses Simon,Ruben Vargas,Alberto Perea,Fabián Orellana 12 | Yvan Neyou,MF,Declan Rice,Tomás Rincón,Alfred Duncan,Soualiho Meïté,Marko Rog,Eduardo Camavinga,Cheick Doucouré,Mario Lemina,Gonzalo Villar,John Lundstram 13 | Denis Bouanga,FW,Richarlison,Lucas Höler,Danny Ings,Yussuf Poulsen,Junior Messias,Joelinton,Breel Embolo,Florian Sotoca,Josh Sargent,Randal Kolo Muani 14 | Denis Bouanga,AM,Trézéguet,Richarlison,Lucas Ocampos,Marcus Thuram,Christoph Baumgartner,Gaëtan Laborde,Tino Kadewere,Ritsu Doan,Riccardo Orsolini,Moses Simon 15 | Romain Hamouma,FW,José Luis Morales,Musa Barrow,Wilfried Zaha,Ángel Correa,Danny Ings,Yussuf Poulsen,Ondrej Duda,Rodrigo Palacio,Amine Gouiri,Lucas Höler 16 | Yvann Macon,FB,Javi Galán,Rubén Peña,Dennis Appiah,Fouad Chafik,Jérôme Hergault,Mitchell Dijks,Sofiane Alakouch,Alejandro Pozo Pozo,Anthony Caci,Anderson Lucoqui 17 | Romain Del Castillo,AM,Nabil Fekir,Rodrygo,Ángel Di María,Gio Reyna,Mason Mount,Dejan Kulusevski,Adnan Januzaj,Daichi Kamada,Kingsley Coman,Bryan 18 | Rafinha,MF,Óliver Torres,Curtis Jones,Kerem Demirbay,Marco Verratti,Mason Mount,Pedri,Toni Kroos,Bruno Guimarães,Nicolò Barella,Jude Bellingham 19 | Rafinha,AM,Denis Suárez,Julian Brandt,Romain Faivre,Mikkel Damsgaard,Alexis Saelemaekers,Rubén Rochina,Manu Trigueros,Martin Ødegaard,Mason Mount,Jean-Paul Boëtius 20 | Jean-Kevin Duverne,CB,Dominique Heintz,Igor Zubeldia,Clément Lenglet,Sebastiano Luperto,Kalidou Koulibaly,Timothée Kolodziejczak,Milan Škriniar,Omar Alderete,Pau Torres,Jean-Clair Todibo 21 | Jordan Marié,MF,Haris Belkebla,Romaine Sawyers,Carlos Gruezo,Manuel Prietl,Tom Davies,Adrián Cubas,Ibrahima Diallo,Walace,Laurent Abergel,Valon Behrami 22 | Kevin Denkey,FW,Fabio Quagliarella,Stéphane Bahoken,Kevin Lasagna,Ángel Rodríguez,Irvin Cardona,Roger Martí,Neal Maupay,Callum Wilson,Jonathan Calleri,Iñaki Williams 23 | Sepe Elye Wahi,FW,Randal Kolo Muani,Callum Wilson,José Luis Morales,Matěj Vydra,Che Adams,Danny Ings,M'Bala Nzola,Burak Yılmaz,Asier Villalibre,Florian Niederlechner 24 | Sébastien Corchia,FB,Mihailo Ristić,Kingsley Ehizibue,Mathías Olivera,Lucas Olaza,Matthew Lowton,Nacho Vidal,Enda Stevens,Mario Gaspar,Fabio Depaoli,Iago 25 | Ibrahima Sissoko,MF,Mickael Malsa,Nicolas Höfler,Tomás Pina Isla,Tom Davies,Renato Tapia,Isaac Hayden,Tobias Strobl,Adrien Tameze,Josh Brownhill,Luka Milivojević 26 | Hianga Mananga Mbock,MF,Rodrigo Battaglia,Moussa Sissoko,Haris Belkebla,José Mari,Douglas Luiz,Nemanja Gudelj,Pedro Mosquera,Walace,Yan Brice Eteki,Pedro Obiang 27 | Laurent Jans,FB,Noah Katterbach,Christopher Lenz,Marvin Plattenhardt,Aarón Martín,Dennis Appiah,Mihailo Ristić,Carlos Clerc,Andoni Gorosabel,Tommaso Augello,Bastian Oczipka 28 | Ryad Boudebouz,AM,Gaël Kakuta,Martin Ødegaard,James Rodríguez,Eberechi Eze,Farid Boulaya,Romain Faivre,Hakim Ziyech,Papu Gómez,Lorenzo Pellegrini,Dimitri Payet 29 | Jean Seri,MF,Ibrahima Diallo,Christoph Kramer,Amadou Diawara,Pierre Højbjerg,Harrison Reed,Morgan Schneiderlin,Haris Belkebla,Geoffrey Kondogbia,Allan,Douglas Luiz 30 | Jean-Ricner Bellegarde,MF,Mikel Rico,Suat Serdar,Juraj Kucka,Nahitan Nández,Karol Linetty,Hicham Boudaoui,Jaime Seoane,Gaetano Castrovilli,Giulio Maggiore,John McGinn 31 | Jean-Ricner Bellegarde,AM,Tete Morente,Yunus Musah,Eric Junior Dina Ebimbe,Aitor Ruibal,Nathanael Mbuku,Miguel Almirón,Jóhann Berg Guðmundsson,Ruben Loftus-Cheek,Luis Rioja,Takashi Inui 32 | Loïc Bade,CB,Steven Fortes,Julien Laporte,Ozan Kabak,Niklas Moisander,Wesley Fofana,Tuta,Koray Günter,Lyanco,Wesley Hoedt,Jeffrey Gouweleeuw 33 | Ibrahima Diallo,MF,Gonzalo Villar,Charles Aránguiz,Amadou Diawara,Allan,Walace,Douglas Luiz,Marko Rog,Haris Belkebla,Kevin Kampl,Andrés Guardado 34 | Nelson Sissoko,FB,Cédric Brunner,Aihen Muñoz,Fouad Chafik,Joseba Zaldúa,Joel Ward,Anderson Lucoqui,Charlie Taylor,Hiroki Sakai,Jérôme Hergault,Mikel Balenziaga 35 | Wesley Fofana,CB,Diego Godín,Edmond Tapsoba,Ozan Kabak,Marc-Oliver Kempf,Roger Ibanez,Waldemar Anton,Samir Santos,Dayot Upamecano,Maxence Lacroix,Jerry St. Juste 36 | Marco Verratti,MF,Dani Ceballos,Óliver Torres,Rafinha,Tanguy Ndombele,Remo Freuler,Ander Herrera,Mateo Kovačić,Luka Modrić,Joan Jordán,Toni Kroos 37 | Daniele Rugani,CB,Amos Pieper,Ben Godfrey,José Luis Palomino,Marc Bartra,Willy Boly,Rodrigo Becão,Danilo Larangeira,Ohis Felix Uduokhai,Ismaël Traoré,Nikola Milenković 38 | Houboulang Mendes,FB,Juan Cruz Armada,Anderson Lucoqui,Bartosz Bereszyński,Mikel Balenziaga,Joseba Zaldúa,Joel Ward,Nacho Vidal,Alfonso Espino,Yuto Nagatomo,Mitchell Dijks 39 | Anthony Briançon,CB,Robin Knoche,Sergio Postigo,Wesley Hoedt,Andreas Christensen,Andrea Masiello,Marlon,Jérémy Morel,Timothée Kolodziejczak,Jorge Meré,Lyanco 40 | Burak Yılmaz,FW,Erling Haaland,Sehrou Guirassy,Andrea Petagna,Borja Mayoral,Sasa Kalajdzic,André Silva,Patrick Bamford,Jamie Vardy,Manolo Gabbiadini,Wout Weghorst 41 | Brendan Chardonnet,CB,John Brooks,Omar Colley,Gleison Bremer,Kamil Glik,Maxence Lacroix,Nayef Aguerd,Michael Keane,Jannik Vestergaard,Martin Erlic,Nathaniel Phillips 42 | Olivier Giroud,FW,Tammy Abraham,Youssef En-Nesyri,Simone Zaza,Christian Benteke,Patrik Schick,Dominic Calvert-Lewin,Nils Petersen,Lucas Alario,Arkadiusz Milik,Luuk de Jong 43 | Mehdi Chahiri,AM,Luiz Araújo,Lucas Moura,Ayoze Pérez,Ruben Vargas,Matheus Cunha,Aitor Ruibal,Ludovic Blas,Ritsu Doan,Roland Sallai,Adrien Thomasson 44 | Gaëtan Charbonnier,FW,Ondrej Duda,David McGoldrick,Richarlison,Lucas Höler,Ángel Correa,Romain Hamouma,Yussuf Poulsen,Joelinton,Junior Messias,Alexandre Lacazette 45 | Gaëtan Charbonnier,AM,Richarlison,Ángel Correa,Munir El Haddadi,Nicolas Pépé,Antoine Griezmann,Yoane Wissa,Marco Reus,Ferrán Torres,Martin Terrier,Christoph Baumgartner 46 | Sofiane Diop,AM,Samu Castillejo,Antonín Barák,Ayoze Pérez,Ludovic Blas,Álex Berenguer,Hamed Junior Traorè,Christoph Baumgartner,Ritsu Doan,Daniel James,Eric Junior Dina Ebimbe 47 | Hassane Kamara,FB,Mert Müldür,Ander Capa,Rogério,Hamari Traoré,Nélson Semedo,Benjamin Mendy,Giorgos Kiriakopoulos,James Justin,Sergio Reguilón,Zeki Çelik 48 | Steve Mounié,FW,Joselu,Jonathan Calleri,Kike,Enes Ünal,Florian Niederlechner,Leonardo Pavoletti,Fabian Klos,Christian Benteke,Ermedin Demirović,Krzysztof Piątek 49 | Ángel Di María,AM,Ruslan Malinovskyi,Bruno Fernandes,Leroy Sané,Jadon Sancho,Kingsley Coman,Hakim Ziyech,Neymar,James Maddison,Florian Thauvin,Yannick Carrasco 50 | Bouna Sarr,FB,Kyle Walker,Giorgos Kiriakopoulos,Ronaël Pierre-Gabriel,Yuri Berchiche,Oleksandr Zinchenko,Marcelo,Daley Sinkgraven,Nélson Semedo,Lucas Hernández,Hamari Traoré 51 | Alex Morgan,FW,Valérie Gauvin,Danielle Carter,Lee Geum-min,Abigail Harrison,Jane Ross,Rianna Jarrett,Lauren Bruton,Emma Harries,Rachel Williams,Shania Hayles 52 | Julian Draxler,MF,Piotr Zieliński,Houssem Aouar,Sergio Canales,David Silva,Luka Modrić,Seko Fofana,Bernardo Silva,Florian Wirtz,İlkay Gündoğan,Nadiem Amiri 53 | Julian Draxler,AM,Piotr Zieliński,Papu Gómez,Sergio Canales,Pedro Neto,Angelo Fulgini,Joaquín,Jonathan Bamba,Dimitri Payet,Willian,Jack Grealish 54 | Pablo Martinez,CB,Sergio Postigo,Bram Nuytinck,Miloš Veljković,Eric Bailly,Victor Lindelöf,Sebastian Walukiewicz,Javi Sánchez,Jan Bednarek,Wesley Hoedt,Jorge Meré 55 | Dereck Kutesa,AM,Antonio Puertas,Ritsu Doan,Mikkel Damsgaard,Aitor Ruibal,Ander Barrenetxea,Tete Morente,Kike Barja,Theo Walcott,Jorge de Frutos,Mattia Zaccagni 56 | Steve Mandanda,GK,Rubén Blanco,Mathew Ryan,Alfred Gomis,Marwin Hitz,Álvaro Fernández,Andreas Luthe,Bartłomiej Drągowski,Robin Zentner,Andrés Fernández,Gautier Larsonneur 57 | Damien Da Silva,CB,Axel Disasi,Benoît Mukinayi,David Luiz,Thiago Silva,Marcelo,Nayef Aguerd,Kurt Zouma,Jannik Vestergaard,Jules Koundé,José Fonte 58 | Theo Walcott,AM,Édgar Méndez,Bobby Reid,Nathanael Mbuku,Daniel James,Jakub Jankto,Antonio Puertas,Takashi Inui,Dodi Lukebakio,Jarrod Bowen,Martin Terrier 59 | Maxime Lopez,MF,Arthur Melo,Bruno Guimarães,Koke,Gonzalo Villar,Axel Witsel,Frenkie de Jong,Mattéo Guendouzi,Toni Kroos,Mateo Kovačić,Georginio Wijnaldum 60 | M'Baye Niang,FW,Sebastian Andersson,Ángel Rodríguez,Borja Iglesias,Stefano Okaka,Rafa Mir,Chris Wood,Roberto Soldado,Jaime Mata,Maxi Gómez,Dominic Calvert-Lewin 61 | Benjamin Bourigeaud,MF,Lorenzo Pellegrini,Luis Alberto,Nolito,Rodrigo De Paul,Fabián Ruiz Peña,Joshua Kimmich,Kerem Demirbay,Kevin De Bruyne,Sergej Milinković-Savić,Jordan Veretout 62 | Benjamin Bourigeaud,AM,Lorenzo Pellegrini,Roberto Soriano,James Rodríguez,Jonas Hofmann,Antonín Barák,Dani Olmo,Gylfi Sigurðsson,Ridle Baku,Gaël Kakuta,Jean-Paul Boëtius 63 | Lamine Fomba,MF,Conor Gallagher,Mahdi Camara,Lucas Tousart,Baptiste Santamaria,Jaime Seoane,Rubén Alcaraz,Manuel Prietl,Habib Maïga,Guido Rodríguez,Lassana Coulibaly 64 | Jordan Amavi,FB,Nacho Vidal,Ghislain Konan,Bartosz Bereszyński,Thierry Correia,Takehiro Tomiyasu,Reinildo Mandava,Hiroki Sakai,Sacha Boey,Muzinga Ngonda,Isaac Carcelen 65 | Vincent Le Goff,FB,Andrea Conti,Vincent Manceau,Bastian Oczipka,Nacho,Miguel Trauco,Alejandro Pozo Pozo,Luca Vignali,Mihailo Ristić,Johan Mojica,Souleyman Doumbia 66 | Ignatius Ganago,FW,Dušan Vlahović,Moise Kean,Alexander Isak,Kevin Lasagna,Terem Moffi,Jhon Córdoba,Jean-Philippe Mateta,Sehrou Guirassy,Luis Suárez,Lucas Alario 67 | Benoît Costil,GK,Jiří Pavlenka,Andrés Fernández,Baptiste Reynet,Jordan Pickford,Robin Zentner,Unai Simón,Jeremías Ledesma,Alexander Schwolow,Álex Remiro,Emil Audero 68 | Otávio,MF,Adrián Cubas,Valon Behrami,Paul Lasne,Haris Belkebla,Pedro Mosquera,Fede San Emeterio,Carlos Gruezo,Iván Marcone,Allan,Nemanja Gudelj 69 | Boulaye Dia,FW,Josh Maja,Moussa Koné,Mama Samba Baldé,Stefano Okaka,Antonio Sanabria,Randal Kolo Muani,Borja Iglesias,Hwang Ui-jo,Simeon Nwankwo,Kasper Dolberg 70 | Junior Sambia,FB,Pablo Maffeo,Marcos Acuña,José Luis Gayà,Yuri Berchiche,Rayan Aït Nouri,Patrick van Aanholt,Romain Perraud,Giuseppe Pezzella,Pol Lirola,Adam Marušić 71 | Yoane Wissa,FW,Ondrej Duda,João Pedro,Joelinton,Richarlison,Alexandre Lacazette,Junior Messias,Lucas Höler,Randal Kolo Muani,Jordan Ayew,Ángel Correa 72 | Yoane Wissa,AM,Dodi Lukebakio,Moses Simon,João Pedro,Roland Sallai,Ferrán Torres,Anwar El Ghazi,Arnaud Nordin,Nicolas Pépé,Harvey Barnes,Emmanuel Gyasi 73 | Paul Baysse,CB,Duje Ćaleta-Car,Stefan de Vrij,Gabriel Paulista,Iñigo Martínez,Néstor Araujo,Aïssa Mandi,Raúl Albiol,Jonny Evans,Michael Keane,Raphaël Varane 74 | Aimen Moueffek,FB,Javi Galán,Fabio Depaoli,Mitchell Dijks,Alejandro Pozo Pozo,Anderson Lucoqui,Fábio,Bartosz Bereszyński,Isaac Carcelen,Kingsley Ehizibue,Noah Katterbach 75 | Yacine Adli,MF,Thiago Alcántara,Dimitri Liénard,Téji Savanier,Daniel Parejo,Tanguy Ndombele,Ismaël Bennacer,Marco Verratti,Valentin Rongier,Rafinha,Kerem Demirbay 76 | Wahbi Khazri,FW,Junior Messias,Ondrej Duda,Wilfried Zaha,Richarlison,Romain Hamouma,José Luis Morales,Joelinton,David McGoldrick,Danny Ings,Jordan Ayew 77 | Romain Thomas,CB,Manuel Gulde,Yunis Abdelhamid,Jean-Charles Castelletto,Lorenzo Tonelli,Nico Elvedi,Dani Calvo,Omar Colley,Óscar Duarte,Martin Erlic,Mattia Bani 78 | Xavier Chavalerin,MF,Përparim Hetemaj,Carlos Gruezo,Manuel Prietl,Oier Sanjurjo,Laurent Abergel,Lassana Coulibaly,Okay Yokuşlu,Conor Gallagher,Abdoulaye Doucouré,Habib Maïga 79 | Nayef Aguerd,CB,Axel Disasi,Benoît Mukinayi,Damien Da Silva,Kurt Zouma,Matthijs de Ligt,Sergio Ramos,Robin Le Normand,Jules Koundé,Guillermo Maripán,Antonio Rüdiger 80 | Jessy Moulin,GK,Paul Bernardoni,Kasper Schmeichel,Mathew Ryan,Marwin Hitz,Matthieu Dreyer,Rubén Blanco,Bartłomiej Drągowski,Alexander Schwolow,Thomas Strakosha,Steve Mandanda 81 | Paul Bernardoni,GK,Jessy Moulin,Matthieu Dreyer,Bartłomiej Drągowski,Vicente Guaita,Kasper Schmeichel,Rubén Blanco,Martin Dúbravka,Mathew Ryan,Joel Robles,Eiji Kawashima 82 | Brandon Soppy,FB,Johan Mojica,Fouad Chafik,Noah Katterbach,Fabien Centonze,Ronaël Pierre-Gabriel,Mitchell Dijks,Ben Davies,Ghislain Konan,Luke Ayling,Kingsley Ehizibue 83 | Thierry Ambrose,FW,Romain Hamouma,Wilfried Zaha,Yussuf Poulsen,Franck Ribéry,Rodrigo Palacio,Lucas Pérez,Randal Kolo Muani,Florian Sotoca,Neal Maupay,Ondrej Duda 84 | Tom Lacoux,MF,Adrián Cubas,Haris Belkebla,Walace,Valon Behrami,Paul Lasne,Otávio,Carlos Gruezo,Manuel Prietl,Allan,Renato Tapia 85 | Colin Dagba,FB,Jeremy Toljan,Timothy Castagne,Jordan Lotomba,Rubén Peña,Mitchel Bakker,Adrien Truffert,Kyle Walker-Peters,Aaron Wan-Bissaka,Domagoj Bradarić,Rayan Aït Nouri 86 | Pablo,CB,Yerry Mina,Romain Thomas,Bruno Ecuele Manga,Nico Elvedi,Mattia Bani,Jamaal Lascelles,Loïck Landre,Omar Colley,Boubakar Kouyaté,Ben Mee 87 | Aaron Leya Iseka,FW,Anthony Lozano,Boulaye Dia,Dani Gómez,Moussa Koné,Maxi Gómez,Stefano Okaka,Lois Diony,Shon Weissman,Borja Iglesias,Oliver Burke 88 | Mathieu Cafaro,MF,Alexis Claude-Maurice,Gaetano Castrovilli,Junior Messias,Giacomo Bonaventura,Antonín Barák,Florent Mollet,Florian Wirtz,Lorenzo Pellegrini,Brais Méndez,Mikel Rico 89 | Mathieu Cafaro,AM,Miguel Almirón,Eric Junior Dina Ebimbe,Ritsu Doan,Roberto Torres,Nathanael Mbuku,Takashi Inui,Stuart Armstrong,Pablo Fornals,Samu Castillejo,Daniel Podence 90 | Marshall Munetsi,CB,Semi Ajayi,Paweł Dawidowicz,Koffi Djidji,Federico Ceccherini,Takehiro Tomiyasu,Jerry St. Juste,Ben Godfrey,Rodrigo Becão,Mason Holgate,Ozan Kabak 91 | Marshall Munetsi,MF,Rodrigo Battaglia,Tomás Pina Isla,Isaac Hayden,Omar Mascarell,Jens Jønsson,Renato Tapia,Rani Khedira,Lucas Tousart,Jaïro Riedewald,Albin Ekdal 92 | Haris Belkebla,MF,Iván Marcone,Walace,Romaine Sawyers,Paul Lasne,Moussa Sissoko,Christoph Kramer,Didier Ibrahim Ndong,Albin Ekdal,Carlos Gruezo,Unai Vencedor Paris 93 | Florian Thauvin,MF,Houssem Aouar,Piotr Zieliński,Kevin De Bruyne,Florian Wirtz,Lorenzo Pellegrini,Rodrigo De Paul,Sergio Canales,Nadiem Amiri,Alexis Claude-Maurice,Luis Alberto 94 | Florian Thauvin,FW,Musa Barrow,Ondrej Duda,Ángel Correa,Iago Aspas,Amine Gouiri,Franck Ribéry,Junior Messias,Lucas Pérez,Paulo Dybala,João Félix 95 | Florian Thauvin,AM,Pedro,Dimitri Payet,James Maddison,Jack Grealish,Adnan Januzaj,Marco Reus,Ángel Di María,Filip Đuričić,Riccardo Orsolini,Yannick Carrasco 96 | Armand Lauriente,AM,Pedro Neto,Carles Pérez,Moussa Diaby,Leroy Sané,Pedro,James Maddison,Gianluca Caprari,Takefusa Kubo,Ademola Lookman,Filip Đuričić 97 | Paul Nardi,GK,Ralf Fährmann,Jiří Pavlenka,Baptiste Reynet,Alban Lafont,Timo Horn,Jaume Doménech,Benoît Costil,Matthieu Dreyer,Salvatore Sirigu,Jordi Masip 98 | Benjamin Lecomte,GK,Péter Gulácsi,Álex Remiro,Antonio Mirante,Álvaro Fernández,Pepe Reina,Joel Robles,Benoît Costil,Andrés Fernández,Marc-André ter Stegen,Ederson 99 | Marcus Coco,AM,Marc Cucurella,Daniel Caligiuri,Renaud Ripart,Allan Nyom,Dwight McNeil,Aitor Ruibal,Rubén García,Tete Morente,Óscar Plano,Yunus Musah 100 | Stephy Mavididi,AM,Emmanuel Gyasi,José Luis Morales,Gervinho,Portu,Jonathan Ikone,Daniel James,Jarrod Bowen,Mason Greenwood,Yoane Wissa,Takashi Inui 101 | Bersant Celina,MF,Răzvan Marin,Nadiem Amiri,Pascal Groß,Mikel Rico,Joan Jordán,Florent Mollet,John McGinn,Piotr Zieliński,John Fleck,Florian Wirtz 102 | Bersant Celina,AM,Denis Suárez,David Ferreiro,Eberechi Eze,Moi Gómez,Martin Ødegaard,Fabián Orellana,Stuart Armstrong,Manu Trigueros,Steven Bergwijn,Rony Lopes 103 | Nolan Roux,FW,Shon Weissman,Roger Martí,Stefano Okaka,Oliver Burke,Lois Diony,Sergi Guardiola,Jaime Mata,Oliver McBurnie,Kévin Gameiro,Ángel Rodríguez 104 | Caio Henrique Oliveira Silva,FB,Andoni Gorosabel,Jesús Navas,Luke Shaw,Marcelo,Cédric Soares,Andrew Robertson,Yuri Berchiche,Matt Doherty,Kieran Trippier,Gabriele Zappa 105 | Laurent Abergel,MF,Adrien Silva,Allan,Adrián Cubas,Xavier Chavalerin,Valentin Rongier,Ibrahima Diallo,Albin Ekdal,Mario Lemina,Luka Milivojević,Fran Beltrán 106 | Zeki Çelik,FB,Stefan Lainer,Ryan Sessegnon,Ezgjan Alioski,James Justin,Sergio Reguilón,Nordi Mukiele,Reece James,Davide Calabria,Renan Lodi,Hassane Kamara 107 | Yunis Abdelhamid,CB,Romain Thomas,Diego Llorente,Ozan Kabak,Nicolas Pallois,Julian Chabot,Leonardo Balerdi,Rafael Czichos,Jean-Clair Todibo,Diego Godín,Nico Elvedi 108 | Abdoul Kader Bamba,AM,Hamed Junior Traorè,Bryan,Josip Brekalo,Romain Faivre,Ademola Lookman,Lucas Moura,Gio Reyna,Gelson Martins,Luiz Araújo,Nicola Sansone 109 | Cesc Fàbregas,MF,Pascal Groß,Nicolò Barella,Mateusz Klich,Kerem Demirbay,Kevin De Bruyne,Manu Trigueros,Joan Jordán,David Silva,Luis Alberto,Youri Tielemans 110 | Edouard Mendy,GK,Yassine Bounou,Thibaut Courtois,Gianluigi Donnarumma,Mike Maignan,David Ospina,Bernd Leno,Keylor Navas,Ederson,Samir Handanović,Roman Bürki 111 | Raphael Dias Belloli,AM,Yannick Carrasco,Domenico Berardi,Gareth Bale,Lorenzo Pellegrini,Vincenzo Grifo,Daichi Kamada,Florian Thauvin,Bruno Fernandes,Henrikh Mkhitaryan,Leroy Sané 112 | Anthony Modeste,FW,Sebastian Andersson,Rafa Mir,Leonardo Pavoletti,Maxi Gómez,Ante Budimir,Borja Iglesias,Asier Villalibre,Dominic Calvert-Lewin,Roberto Soldado,Ángel Rodríguez 113 | Christophe Hérelle,CB,Eric Dier,Pablo Marí,Robin Knoche,Raphaël Varane,Hugo Guillamón,Wesley Hoedt,Sven Botman,Stefan Savić,Rúben Vezo,Rob Holding 114 | Aleksandr Golovin,AM,Henrikh Mkhitaryan,Christopher Nkunku,Thomas Müller,Daichi Kamada,Raphael Dias Belloli,Mason Mount,Lorenzo Pellegrini,Jack Harrison,Bruno Fernandes,Leroy Sané 115 | Jordan Ferri,MF,André Gomes,Jacopo Petriccione,Sergio Busquets,Jorginho,Sofyan Amrabat,Nampalys Mendy,Charles Aránguiz,Ibrahima Diallo,Ismaël Bennacer,Matteo Ricci 116 | Dimitry Bertaud,GK,Emiliano Martínez,Jordan Pickford,Jonas Omlin,Alessio Cragno,Jeremías Ledesma,Jasper Cillessen,Alexander Schwolow,Mattia Perin,Nick Pope,Łukasz Fabiański 117 | Bingourou Kamara,GK,Matthieu Dreyer,Salvatore Sirigu,Paul Bernardoni,Jessy Moulin,Marco Silvestri,Benoît Costil,Paul Nardi,Martin Dúbravka,Walter Benítez,Vicente Guaita 118 | Andrei Girotto,CB,Niklas Stark,Amos Pieper,Rafael Czichos,Nikola Milenković,Jerry St. Juste,Maxence Lacroix,Adam Webster,Lorenzo Tonelli,Ozan Kabak,Roger Ibanez 119 | Fabien Centonze,FB,Kingsley Ehizibue,Luke Ayling,Kyle Walker-Peters,Thierry Correia,Sacha Boey,Antonee Robinson,Muzinga Ngonda,Aaron Wan-Bissaka,Paulo Otávio,Reinildo Mandava 120 | Lucas Douath,MF,Moussa Sissoko,Iván Marcone,Haris Belkebla,Didier Ibrahim Ndong,Tom Davies,Yves Bissouma,Rodrigo Battaglia,Christoph Kramer,Tomás Pina Isla,Nemanja Gudelj 121 | Moise Kean,FW,Alexander Isak,Hwang Ui-jo,Dušan Vlahović,Kevin Lasagna,Terem Moffi,Luis Suárez,Paco Alcácer,Moussa Koné,Jhon Córdoba,Arkadiusz Milik 122 | Ruben Aguilar,FB,Reece James,Simone Bastoni,Ezgjan Alioski,Emerson,Maxwel Cornet,João Cancelo,Layvin Kurzawa,Lucas Vázquez,Luke Shaw,Andrew Robertson 123 | Gelson Martins,AM,Gio Reyna,Nathan Redmond,Jeremy Doku,Vinicius Júnior,Bryan,Ademola Lookman,Dejan Kulusevski,Ayoze Pérez,Rodrygo,Lucas Ocampos 124 | Moussa Koné,FW,Josh Maja,Mattia Destro,Boulaye Dia,Giovanni Simeone,Antonio Sanabria,Hwang Ui-jo,Shon Weissman,Simeon Nwankwo,Moise Kean,Stefano Okaka 125 | Daniel Congré,CB,Bram Nuytinck,Vladimir Golemić,Robin Knoche,Dani Calvo,Stefan Mitrović,Luca Ceppitelli,Manuel Gulde,Jeison Murillo,Ivan Radovanović,Jean-Charles Castelletto 126 | Aboubakar Kamara,FW,Ondrej Duda,Sergi Guardiola,Romain Hamouma,Joelinton,Jordan Ayew,Josh Sargent,João Pedro,David McGoldrick,Junior Messias,Raúl Jiménez 127 | Layvin Kurzawa,FB,Reece James,Maxwel Cornet,Sergio Reguilón,Nordi Mukiele,Benjamin Pavard,Nacho Monreal,Hassane Kamara,Alfonso Pedraza,Alex Sandro,Mert Müldür 128 | Álvaro González,CB,Victor Lindelöf,Sven Botman,Stefan de Vrij,Raúl Albiol,Duje Ćaleta-Car,Pau Torres,Paul Baysse,Gabriel Paulista,Raphaël Varane,Kostas Manolas 129 | Jonathan Ikone,FW,Ondrej Duda,Junior Messias,Wilfried Zaha,Franck Ribéry,Goran Pandev,João Félix,Jordan Ayew,Iago Aspas,Musa Barrow,Romain Hamouma 130 | Jonathan Ikone,AM,Gonçalo Guedes,Emmanuel Gyasi,Cristian Tello,Arnaud Nordin,Rony Lopes,Daniel Podence,Gervinho,Eric Junior Dina Ebimbe,Angelo Fulgini,Steven Bergwijn 131 | Kylian Mbappé,FW,Karim Benzema,Lionel Messi,Cristiano Ronaldo,Memphis Depay,Duván Zapata,Ciro Immobile,Robert Lewandowski,Romelu Lukaku,Anthony Martial,Zlatan Ibrahimović 132 | Kylian Mbappé,AM,Raheem Sterling,Lionel Messi,Neymar,Leon Bailey,Mohamed Salah,Ousmane Dembélé,Marcus Rashford,Riyad Mahrez,Moussa Diaby,Karl Toko Ekambi 133 | Juan Bernat,FB,Timothy Castagne,James Justin,Ryan Sessegnon,Luke Thomas,Zeki Çelik,Ander Capa,Stefan Lainer,Hugo Mallo,Sergio Reguilón,Marvin Zeegelaar 134 | Ander Herrera,MF,Remo Freuler,Mahmoud Dahoud,Rodrigo Bentancur,Manuel Locatelli,James Milner,Fred,Dani Ceballos,Koke,Gastón Brugman,Pierre Lees-Melou 135 | Mauro Icardi,FW,Edinson Cavani,Patrick Bamford,Paco Alcácer,Terem Moffi,Kevin Lasagna,Gianluca Lapadula,Arkadiusz Milik,Simone Zaza,Erling Haaland,Hwang Ui-jo 136 | Alexander Djiku,CB,Gleison Bremer,Mattia Bani,Jorge Pulido,Paweł Dawidowicz,Willy Boly,Diego Llorente,Yunis Abdelhamid,Maxence Lacroix,Pape Abou Cisse,Timothée Kolodziejczak 137 | Lucas Deaux,MF,Jaime Seoane,Lukas Lerager,Habib Maïga,James McArthur,Yangel Herrera,Tomás Rincón,Bryan Dabo,Sander Berge,Christian Gentner,Tiemoué Bakayoko 138 | Mateo Pavlović,CB,Stefan Mitrović,Daniel Congré,Miloš Veljković,Cristián Zapata,Ivan Radovanović,Jorge Meré,Gonzalo Verdú,Djené,Federico Fernández,Gabriel Paulista 139 | Mounir Chouiar,AM,Alberto Perea,Fabián Orellana,Nathan Redmond,Gonçalo Guedes,David Ferreiro,Eric Junior Dina Ebimbe,Ander Barrenetxea,Aitor Ruibal,Alex Iwobi,Bryan 140 | Ludovic Ajorque,FW,Arkadiusz Milik,Habib Diallo,Jorge Molina,Che Adams,Alexandre Lacazette,Ollie Watkins,Christian Benteke,Lucas Höler,Sasa Kalajdzic,Steve Mounié 141 | Jimmy Cabot,AM,Alexis Saelemaekers,Aitor Ruibal,Andros Townsend,Alex Iwobi,Mikkel Damsgaard,Fabián Orellana,Alberto Perea,Daniel Caligiuri,Eric Junior Dina Ebimbe,Nathan Redmond 142 | Nathanael Mbuku,AM,Takashi Inui,Miguel Almirón,Bobby Reid,Pablo Fornals,Jóhann Berg Guðmundsson,Yunus Musah,Eric Junior Dina Ebimbe,Édgar Méndez,Luis Rioja,Ritsu Doan 143 | Jonas Martin,MF,Christoph Kramer,Didier Ibrahim Ndong,Walace,Morgan Schneiderlin,Haris Belkebla,Iván Marcone,Boubacar Kamara,Paul Lasne,Nemanja Matić,Jorginho 144 | Abdul Majeed Waris,AM,Stephy Mavididi,Takashi Inui,Gervinho,Jeremie Boga,José Luis Morales,Yunus Musah,Roberto Pereyra,Eric Junior Dina Ebimbe,Emmanuel Gyasi,Steven Bergwijn 145 | Charles Abi,FW,Sergi Guardiola,Lucas Boyé,Mama Samba Baldé,Callum Wilson,Habib Diallo,Antonio Sanabria,Santi Mina,Roger Martí,Anthony Lozano,Oliver Burke 146 | Ibrahima Niane,FW,Lucas Alario,Sehrou Guirassy,Jean-Philippe Mateta,Fabio Quagliarella,Felipe Caicedo,Patrik Schick,Dušan Vlahović,Kike,Mama Samba Baldé,Dominic Calvert-Lewin 147 | Gaëtan Paquiez,FB,Anderson Lucoqui,Joel Ward,Bartosz Bereszyński,Fouad Chafik,Jérôme Hergault,Damián Suárez,Hiroki Sakai,Nacho Vidal,Ben Davies,Cédric Brunner 148 | Jason Denayer,CB,Bram Nuytinck,Luca Marrone,Conor Coady,Fikayo Tomori,Robson Bambu,Stefan Savić,Hugo Guillamón,Ivan Radovanović,Simone Iacoponi,Vladimir Golemić 149 | El Bilal Touré,FW,Stefano Okaka,Santi Mina,Josh Sargent,Oliver McBurnie,Lucas Boyé,Raúl García,Sergi Guardiola,Lois Diony,Fabian Klos,Mama Samba Baldé 150 | Jean-Eudes Aholou,MF,Okay Yokuşlu,Kevin Möhwald,Declan Rice,Lamine Fomba,Nicolas Höfler,Tomás Rincón,Lucas Torró,Ibrahim Amadou,Mahdi Camara,Grischa Prömel 151 | Andrew Gravillon,CB,Amos Pieper,Ben Godfrey,Jawad El Yamiq,Jan Bednarek,Tyrone Mings,Jack Robinson,Florian Lejeune,Toby Alderweireld,Yeray Álvarez,Ömer Toprak 152 | Kévin Monnet-Paquet,AM,Renaud Ripart,Marc Cucurella,Allan Nyom,Yunus Musah,Josh Brownhill,Salvi,Bobby Reid,Matt Phillips,Édgar Méndez,Luis Rioja 153 | Adrian Grbić,FW,Sebastian Andersson,Rafa Mir,Anthony Lozano,Jonathan Calleri,Ante Budimir,Roberto Soldado,Mama Samba Baldé,Dominic Calvert-Lewin,Ángel Rodríguez,Luuk de Jong 154 | Yuto Nagatomo,FB,Mikel Balenziaga,Thomas Foket,Joel Ward,Antonio Barragán,Ximo Navarro,Carlos Neva,Juan Cruz Armada,Mitchell Dijks,Vincent Manceau,Loris Benito 155 | Angelo Fulgini,MF,Houssem Aouar,Piotr Zieliński,Sergio Canales,Nadiem Amiri,İlkay Gündoğan,David Silva,Rodrigo De Paul,Florian Wirtz,Mason Mount,Luis Alberto 156 | Angelo Fulgini,AM,Suso,Iker Muniain,Diego Farias,Ross Barkley,Piotr Zieliński,Sergio Canales,Jack Grealish,Jonathan Bamba,Jeremy Doku,Martin Ødegaard 157 | Lois Diony,FW,Ángel Rodríguez,Oliver Burke,Sergi Guardiola,Stefano Okaka,Dani Gómez,Iñaki Williams,Anthony Lozano,Maxi Gómez,Asier Villalibre,Jaime Mata 158 | Enock Kwateng,FB,Antonee Robinson,Jorge Miramón,Ola Aina,Youssouf Sabaly,Takehiro Tomiyasu,Hassane Kamara,Alex Sandro,Elseid Hysaj,Fouad Chafik,Muzinga Ngonda 159 | Mamadou Fofana,CB,Alessandro Tuia,Unai García,Pablo Insua,Dylan Bronn,Ragnar Klavan,Jérémy Morel,Sebastiano Luperto,Luca Marrone,Vladimir Golemić,Wesley Hoedt 160 | Mamadou Fofana,MF,Iván Marcone,Carlos Gruezo,Adrián Cubas,Haris Belkebla,Isaac Hayden,Tomás Pina Isla,Fede San Emeterio,Marshall Munetsi,Yan Brice Eteki,Sergio Álvarez 161 | Djibril Sidibé,FB,Miguel Trauco,Alex Telles,Elseid Hysaj,Danilo,Kieran Trippier,Bastian Oczipka,Matt Targett,Christopher Trimmel,Jorge Miramón,Loris Benito 162 | Sergio Agüero,FW,Antoine Griezmann,Ciro Immobile,Borja Mayoral,Timo Werner,Jonathan David,Jhon Córdoba,Gabriel Jesus,Neal Maupay,Burak Yılmaz,Anthony Martial 163 | Arnaud Souquet,FB,Fábio,Tyrick Mitchell,Phillipp Mwene,Sacha Boey,Alejandro Pozo Pozo,Gaetano Letizia,Dennis Appiah,Mihailo Ristić,Anthony Caci,Stefan Lainer 164 | Alban Lafont,GK,Aaron Ramsdale,Jean-Louis Leca,Jaume Doménech,Emil Audero,Unai Simón,Rafał Gikiewicz,Sam Johnstone,Jordan Pickford,Jordi Masip,Paul Nardi 165 | Aurélien Tchouaméni,MF,Dominik Kohr,Wataru Endo,Xaver Schlager,Baptiste Santamaria,Adrien Rabiot,Habib Maïga,Pierre Lees-Melou,Casemiro,Stuart Dallas,Mahdi Camara 166 | Stéphane Bahoken,FW,Kevin Lasagna,Giovanni Simeone,Arkadiusz Milik,Hwang Ui-jo,Fabio Quagliarella,Jonathan David,Mama Samba Baldé,Antonio Sanabria,Irvin Cardona,Alexandre Lacazette 167 | Martin Terrier,FW,Ángel Correa,Yussuf Poulsen,Romain Hamouma,Antoine Griezmann,Ondrej Duda,Wilfried Zaha,Neal Maupay,Jonathan David,Iago Aspas,Breel Embolo 168 | Martin Terrier,AM,Ángel Correa,Jarrod Bowen,Gio Reyna,Portu,Kevin Volland,Daniel James,Mikel Oyarzabal,Adrien Thomasson,Theo Walcott,Son Heung-min 169 | Massadio Haïdara,CB,Rafael Tolói,Emre Can,Bryan Cristante,Lucas Martínez Quarta,Stefan Posch,César Azpilicueta,Gianluca Mancini,Óscar Mingueza,Marvin Friedrich,Danilo D'Ambrosio 170 | Massadio Haïdara,FB,Diogo Dalot,Birger Meling,Stefan Lainer,Nordi Mukiele,Zeki Çelik,Mathieu Debuchy,Ryan Sessegnon,Hugo Mallo,Riccardo Gagliolo,Serge Aurier 171 | Morgan Schneiderlin,MF,Christoph Kramer,Étienne Capoue,Martín Zubimendi,Didier Ibrahim Ndong,Fabinho,Boubacar Kamara,Marten de Roon,Harrison Reed,Lucas Leiva,Luka Milivojević 172 | Thilo Kehrer,CB,Nacho,Milan Škriniar,Clément Lenglet,Fabinho,Jean-Kevin Duverne,Nikola Maksimović,Alessandro Bastoni,Francesco Acerbi,Patric,Ben White 173 | Thilo Kehrer,FB,Loris Benito,Ryan Bertrand,Antonio Barragán,Hiroki Sakai,Joseba Zaldúa,Vincent Manceau,Luca Vignali,Yuto Nagatomo,Bartosz Bereszyński,Ben Davies 174 | Jonathan Clauss,FB,Ridle Baku,Angeliño,Federico Dimarco,Nahuel Molina,Trent Alexander-Arnold,Robin Gosens,Filip Kostić,Theo Hernández,Darko Lazović,Ben Chilwell 175 | Seko Fofana,MF,Giacomo Bonaventura,Florent Mollet,Roberto Pereyra,Piotr Zieliński,Sergio Canales,David Silva,Houssem Aouar,Luka Modrić,Florian Wirtz,Bernardo Silva 176 | Sofiane Alakouch,FB,Anthony Caci,Sacha Boey,Andrea Conti,Reinildo Mandava,Dennis Appiah,Aaron Wan-Bissaka,Wendell,Johan Mojica,Jorge Miramón,Thomas Foket 177 | Naomichi Ueda,CB,Jack Stephens,Víctor Laguardia,Néstor Araujo,Sebastiano Luperto,Sergio Postigo,Raúl Albiol,Andreas Christensen,Joseph Aidoo,Jack Robinson,Gonzalo Verdú 178 | Mehdi Zerkane,AM,Alexis Saelemaekers,Nathanael Mbuku,Pablo Fornals,Miguel Almirón,Marc Cucurella,Ritsu Doan,Daniel Caligiuri,Samu Castillejo,Moi Gómez,Dwight McNeil 179 | Paul Lasne,MF,Haris Belkebla,Valon Behrami,Adrián Cubas,Morgan Schneiderlin,Manuel Prietl,Walace,Harrison Reed,Thomas Delaney,Christoph Kramer,Isaac Hayden 180 | Fabien Lemoine,MF,Pierre Højbjerg,Marten de Roon,Pape Gueye,Morgan Schneiderlin,Thomas Delaney,Guido Rodríguez,Tyler Adams,Charles Aránguiz,Ibrahim Amadou,Lucas Leiva 181 | Trevoh Chalobah,CB,Lucas Martínez Quarta,Gianluca Mancini,Bryan Cristante,Rafael Tolói,Emre Can,Ismaël Traoré,Harold Moukoudi,Samir Santos,Óscar Mingueza,Sergio Ramos 182 | Trevoh Chalobah,MF,Jean-Eudes Aholou,Danilo Pereira,Nicolas Höfler,Okay Yokuşlu,Tomás Rincón,Declan Rice,Tiemoué Bakayoko,Mahdi Camara,Étienne Capoue,Kevin Möhwald 183 | Boubakar Kouyaté,CB,Mattia Bani,Giangiacomo Magnani,John Boye,Sebastiaan Bornauw,Lorenzo Tonelli,Romain Thomas,Felipe,Gleison Bremer,Pascal Struijk,Florian Lejeune 184 | Mickaël Cuisance,MF,Eduardo Camavinga,Hicham Boudaoui,Saša Lukić,Gaetano Castrovilli,Karol Linetty,Marko Rog,Adrien Rabiot,Roque Mesa,Marcos Llorente,Nahitan Nández 185 | Mickaël Cuisance,AM,Moi Gómez,Manu Trigueros,Miguel Almirón,Samu Castillejo,Sofiane Diop,Stuart Armstrong,Daniel Caligiuri,Eric Junior Dina Ebimbe,Nathanael Mbuku,Antonín Barák 186 | Steven Fortes,CB,Loïc Bade,Andrea Masiello,Wesley Hoedt,Julien Laporte,Rúben Vezo,Tuta,Dominique Heintz,Luiz Felipe,Dylan Bronn,Ethan Ampadu 187 | Predrag Rajković,GK,Florian Müller,Rafał Gikiewicz,Édgar Badía,Jasper Cillessen,Baptiste Reynet,Alexander Schwolow,Jaume Doménech,Jordan Pickford,Unai Simón,Stefan Ortega 188 | Dimitri Payet,FW,Lucas Pérez,Iago Aspas,Franck Ribéry,Musa Barrow,Ondrej Duda,João Félix,Ángel Correa,Amine Gouiri,Wissam Ben Yedder,Alassane Pléa 189 | Dimitri Payet,AM,James Maddison,Vincenzo Grifo,Piotr Zieliński,Papu Gómez,Florian Thauvin,Sergio Canales,Antonio Candreva,Adnan Januzaj,Jack Grealish,Hakim Ziyech 190 | Lilian Brassier,CB,Marc-Oliver Kempf,Diego Godín,Dayot Upamecano,Takehiro Tomiyasu,Francesco Acerbi,Willi Orban,Mats Hummels,Ștefan Radu,Emre Can,Berat Djimsiti 191 | Gaël Kakuta,AM,Lorenzo Pellegrini,Matheus Pereira,Roberto Soriano,Jack Harrison,James Rodríguez,Jean-Paul Boëtius,Franck Honorat,Hakim Ziyech,Josip Brekalo,Mason Mount 192 | Lionel Carole,FB,Miguel Trauco,Djibril Sidibé,Reinildo Mandava,Matt Targett,Luca Vignali,Ben Davies,Hiroki Sakai,Anthony Caci,Joseba Zaldúa,Joël Veltman 193 | Karl Toko Ekambi,AM,Nicolas Pépé,Sadio Mané,Leon Bailey,Harvey Barnes,Amine Gouiri,Marcus Rashford,Mohamed Salah,Diogo Jota,Raheem Sterling,Ferrán Torres 194 | Adrien Truffert,FB,Romain Perraud,Rayan Aït Nouri,Sergio Reguilón,Giorgos Kiriakopoulos,Timothy Castagne,Cédric Soares,Yuri Berchiche,Rogério,Héctor Bellerín,Dani Carvajal 195 | Roger Assalé,FW,Goran Pandev,Wilfried Zaha,Roger Martí,José Luis Morales,Dani Gómez,Romain Hamouma,Jordan Ayew,Ondrej Duda,Neal Maupay,Randal Kolo Muani 196 | Roger Assalé,AM,Stephy Mavididi,Jonathan Ikone,Emmanuel Gyasi,Gervinho,Portu,Gonçalo Guedes,Theo Walcott,José Luis Morales,Jarrod Bowen,Daniel Podence 197 | Frederic Guilbert,FB,Paulo Otávio,Maximilian Mittelstädt,Diogo Dalot,Matthieu Udol,Ryan Sessegnon,Christopher Lenz,Mathieu Debuchy,Serge Aurier,Zeki Çelik,Luke Thomas 198 | Dario Maresic,CB,Robson Bambu,Dominique Heintz,Stefan Savić,Hugo Guillamón,Rúben Vezo,Presnel Kimpembe,Andrea Masiello,Bram Nuytinck,Steven Fortes,Jorge Meré 199 | Irvin Cardona,FW,Kevin Lasagna,Fabio Quagliarella,Mama Samba Baldé,Stéphane Bahoken,Asier Villalibre,Ángel Rodríguez,Neal Maupay,Habib Diallo,Richarlison,Sehrou Guirassy 200 | Baptiste Santamaria,MF,Dominik Kohr,Yangel Herrera,Mikel Vesga,Danny Latza,Xaver Schlager,Leandro Barreiro Martins,Conor Gallagher,Aurélien Tchouaméni,Habib Maïga,Andre-Frank Zambo Anguissa 201 | Matteo Ahlinvi,MF,Hicham Boudaoui,Tolgay Arslan,Jaime Seoane,Karol Linetty,Conor Gallagher,Fran Beltrán,Giulio Maggiore,Saša Lukić,Brais Méndez,Morten Thorsby 202 | Harold Moukoudi,CB,Martin Erlic,Ismaël Traoré,Alessio Romagnoli,Éder Militão,Leonardo Balerdi,Alexander Djiku,Lisandro Magallán,Pedro Mendes,Marash Kumbulla,Yunis Abdelhamid 203 | Moses Simon,AM,Yoane Wissa,Riccardo Orsolini,Antonio Puertas,Dodi Lukebakio,Jarrod Bowen,Richarlison,Bukayo Saka,Marcus Thuram,Darwin Machís,Daniel James 204 | Thibault De Smet,FB,Reinildo Mandava,Matt Targett,Matt Doherty,Joseba Zaldúa,Carlos Clerc,Fábio,Hugo Mallo,Bartosz Bereszyński,Daley Sinkgraven,Ben Davies 205 | Gerzino Nyamsi,CB,Axel Disasi,Raphaël Varane,Damien Da Silva,Nayef Aguerd,Guillermo Maripán,José Fonte,Çağlar Söyüncü,Marcelo,Milan Škriniar,Stefan de Vrij 206 | Stanley N'Soki,CB,Waldemar Anton,Mario Hermoso,Facundo Medina,Dayot Upamecano,Marc-Oliver Kempf,Roger Ibanez,Kalidou Koulibaly,Wesley Fofana,Edmond Tapsoba,Francesco Acerbi 207 | Ludovic Blas,AM,Samu Castillejo,Ruben Vargas,Sofiane Diop,Daniel James,Hamed Junior Traorè,Ayoze Pérez,Eric Junior Dina Ebimbe,Álex Berenguer,Ritsu Doan,Lucas Moura 208 | Ismaëlben Boura,FB,Johan Mojica,Souleyman Doumbia,Vincent Le Goff,Noah Katterbach,Carlos Clerc,Luca Vignali,Reinildo Mandava,Sead Kolašinac,Fouad Chafik,Anthony Caci 209 | Álvaro Negredo,FW,Jorge Molina,Maxi Gómez,Habib Diallo,Anthony Lozano,Chris Wood,Darío Benedetto,Andreas Cornelius,João Pedro,Roger Martí,Florian Niederlechner 210 | Moussa Doumbia,AM,Roberto Pereyra,Suso,Alex Iwobi,Gonçalo Guedes,Eberechi Eze,Jonathan Bamba,Alexis Saelemaekers,Diego Farias,Jeremie Boga,Rony Lopes 211 | Ronaël Pierre-Gabriel,FB,Ghislain Konan,Fouad Chafik,Jordan Lotomba,Hiroki Sakai,Ryan Bertrand,Mitchell Dijks,Kyle Walker,Bartosz Bereszyński,Jérôme Hergault,Aihen Muñoz 212 | Kevin Volland,FW,Che Adams,Sasa Kalajdzic,Callum Wilson,Roger Martí,Alexandre Lacazette,Wout Weghorst,Jonathan David,Pierre-Emerick Aubameyang,Eldor Shomurodov,Andrea Belotti 213 | Kevin Volland,AM,Gaëtan Laborde,Portu,Pierre-Emerick Aubameyang,Ante Rebić,Son Heung-min,Timo Werner,José Luis Morales,João Pedro,Roland Sallai,Martin Terrier 214 | Habib Diallo,FW,João Pedro,Willian José,Jorge Molina,Jaime Mata,Krzysztof Piątek,Ludovic Ajorque,Asier Villalibre,Álvaro Negredo,Antonio Sanabria,Roger Martí 215 | Habib Diallo,AM,João Pedro,José Luis Morales,Anwar El Ghazi,Pierre-Emerick Aubameyang,Portu,Yoane Wissa,Gaëtan Laborde,Roland Sallai,Richarlison,Kevin Volland 216 | Etienne Green,GK,Jasper Cillessen,Jan Oblak,Łukasz Fabiański,Mike Maignan,Unai Simón,Emiliano Martínez,Jaume Doménech,Predrag Rajković,Pierluigi Gollini,Eiji Kawashima 217 | Pedro Mendes,CB,Luca Caldirola,Marash Kumbulla,Nicolas Pallois,Daniel Congré,Senou Coulibaly,Kevin Bonifazi,Philipp Lienhart,Joaquín Fernández,Jean-Charles Castelletto,Yunis Abdelhamid 218 | Yannick Cahuzac,MF,Rani Khedira,Jack Cork,Tobias Strobl,Papakouli Diop,Vicente Iborra,Tomás Pina Isla,Dani García,Rodrigo Battaglia,Ibrahim Amadou,Moussa Sissoko 219 | Senou Coulibaly,CB,Jonathan Panzo,Ömer Toprak,Wout Faes,Fikayo Tomori,Dani Calvo,Daniel Congré,Ivan Radovanović,Bruno González,Pedro Mendes,Nicolas Nkoulou 220 | Pedro Chirivella,MF,Jacopo Petriccione,Tobias Strobl,Victorien Angban,Romaine Sawyers,Dani García,Tom Davies,Oliver Norwood,Jack Cork,Matteo Ricci,Didier Ibrahim Ndong 221 | Neymar,FW,Paulo Dybala,Alexis Sánchez,Lionel Messi,Luis Muriel,Kylian Mbappé,Timo Werner,Gabriel Jesus,Memphis Depay,Roberto Firmino,Dries Mertens 222 | Neymar,AM,Lionel Messi,Ousmane Dembélé,Ruslan Malinovskyi,Riyad Mahrez,Jadon Sancho,Kingsley Coman,Kylian Mbappé,Ángel Di María,Leroy Sané,Lorenzo Insigne 223 | Youcef Attal,FB,João Cancelo,Theo Hernández,Ruben Aguilar,Maxwel Cornet,Pervis Estupiñán,Ezgjan Alioski,Juan Cuadrado,Layvin Kurzawa,Simone Bastoni,Thomas Meunier 224 | Ghislain Konan,FB,Fouad Chafik,Ronaël Pierre-Gabriel,Bastian Oczipka,Mert Müldür,Ander Capa,Jérôme Hergault,Muzinga Ngonda,Mihailo Ristić,Youssouf Sabaly,Hassane Kamara 225 | Téji Savanier,MF,Mason Mount,Lucas Paquetá,Lorenzo Pellegrini,Kerem Demirbay,Nicolò Barella,Mikel Merino,Marcel Sabitzer,Dimitri Liénard,Giacomo Bonaventura,Joshua Kimmich 226 | Téji Savanier,AM,Rubén Rochina,Gaël Kakuta,Romain Faivre,Lorenzo Pellegrini,Jean-Paul Boëtius,Mikkel Damsgaard,Daniel Caligiuri,Ridle Baku,Farid Boulaya,Matheus Pereira 227 | Sacha Boey,FB,Fábio,Thierry Correia,Dennis Appiah,Reinildo Mandava,Kingsley Ehizibue,Mihailo Ristić,Anthony Caci,Sofiane Alakouch,Hiroki Sakai,Enda Stevens 228 | Sinaly Diomande,CB,Konstantinos Mavropanos,Romain Saïss,Mats Hummels,Harry Maguire,Unai Núñez,Nathaniel Phillips,Wesley Fofana,John Brooks,Pape Abou Cisse,Shkodran Mustafi 229 | Romain Perraud,FB,Adrien Truffert,Ryan Sessegnon,Ezgjan Alioski,Cédric Soares,James Justin,Zeki Çelik,Rayan Aït Nouri,Marcos Acuña,Diogo Dalot,Maxwel Cornet 230 | Wesley Lautoa,MF,Morgan Schneiderlin,Iván Marcone,Romaine Sawyers,Dani García,Isaac Hayden,Étienne Capoue,Marshall Munetsi,Luka Milivojević,Pedro Mosquera,Tom Davies 231 | Morgan Sanson,MF,Xaver Schlager,Elvis Rexhbeçaj,Marcos Llorente,Giulio Maggiore,Imran Louza,Gaetano Castrovilli,Miha Zajc,Hicham Boudaoui,Conor Gallagher,Danny Latza 232 | Facundo Medina,CB,Marc-Oliver Kempf,Mario Hermoso,Kalidou Koulibaly,Edmond Tapsoba,Luiz Felipe,Jean-Clair Todibo,Clément Lenglet,Tuta,Niklas Moisander,Roger Ibanez 233 | Enzo Le Fée,MF,Dimitri Liénard,Marcos Llorente,Danny Latza,Gylfi Sigurðsson,Gaetano Castrovilli,Jude Bellingham,Rafinha,Téji Savanier,Yacine Adli,Tanguy Ndombele 234 | Enzo Le Fée,AM,Andros Townsend,Alexis Saelemaekers,Denis Suárez,Gylfi Sigurðsson,Stuart Armstrong,Jean-Paul Boëtius,Mikkel Damsgaard,Dwight McNeil,Daniel Caligiuri,Ridle Baku 235 | Myziane Maolida,AM,Daniel Podence,Gervinho,Leandro Trossard,Brahim Díaz,Jonathan Ikone,Portu,Rony Lopes,Pedro,José Luis Morales,Dodi Lukebakio 236 | Birger Meling,FB,Ryan Sessegnon,Stefan Lainer,Massadio Haïdara,Timothy Castagne,Diogo Dalot,Zeki Çelik,Luke Thomas,Aaron Wan-Bissaka,Matthieu Udol,Gabriele Zappa 237 | Pape Gueye,MF,Mickael Malsa,Oriol Romeu,Tyler Adams,Luka Milivojević,Fabien Lemoine,Wataru Endo,Diadie Samassékou,Ellyes Skhiri,Thiago Mendes,Boubacar Kamara 238 | Bruno Ecuele Manga,CB,Tosin Adarabioyo,Romain Thomas,Ömer Toprak,Dimitris Siovas,Felipe,Pape Abou Cisse,Manuel Gulde,Wout Faes,Florian Lejeune,Ciaran Clark 239 | Idrissa Gana Gueye,MF,Valentin Rongier,Thiago Alcántara,Remo Freuler,N'Golo Kanté,Cheick Doucouré,Mahmoud Dahoud,Rodrigo Bentancur,Sebastian Rode,Pierre Højbjerg,Koke 240 | Alexis Claude-Maurice,MF,Florian Wirtz,Giacomo Bonaventura,Piotr Zieliński,Junior Messias,Houssem Aouar,Marcos Llorente,Bernardo Silva,Gaetano Castrovilli,Lorenzo Pellegrini,Nadiem Amiri 241 | Alexis Claude-Maurice,AM,Steven Bergwijn,Eric Junior Dina Ebimbe,Jonathan Ikone,Rony Lopes,Brahim Díaz,Arnaud Nordin,Daniel Podence,Stuart Armstrong,Roberto Soriano,Nathan Redmond 242 | Vagner Gonçalves,FW,Ondrej Duda,Joelinton,Josh Sargent,José Luis Morales,Neal Maupay,Lucas Boyé,Jordan Ayew,Richarlison,Alexandre Lacazette,Junior Messias 243 | Romain Faivre,AM,Mason Mount,Hamed Junior Traorè,Lorenzo Pellegrini,Bryan,Ademola Lookman,Luiz Araújo,Nathan Redmond,Nicola Sansone,Gaël Kakuta,Jonathan Bamba 244 | Daniel Parejo,MF,Marcelo Brozović,Koke,Toni Kroos,Dani Ceballos,Kevin Kampl,Youri Tielemans,Joan Jordán,Remo Freuler,Ismaël Bennacer,Sergio Busquets 245 | Hatem Ben Arfa,FW,Franck Ribéry,Lucas Pérez,João Félix,Goran Pandev,Ondrej Duda,Iago Aspas,Wilfried Zaha,Dani Gómez,Rodrigo Palacio,Romain Hamouma 246 | Hatem Ben Arfa,AM,Suso,Sergio Canales,Angelo Fulgini,Willian,Martin Ødegaard,Jeremy Doku,Gonçalo Guedes,Eberechi Eze,Piotr Zieliński,Ross Barkley 247 | Opa Nguette,FW,Oliver Burke,Jay Rodriguez,Dani Gómez,Joelinton,Richarlison,Enes Ünal,Callum Wilson,Sergi Guardiola,Lucas Boyé,Romain Hamouma 248 | Julien Faussurier,FB,Pavel Kadeřábek,Leo Dubois,Christian Günter,Caio Henrique Oliveira Silva,Cristiano Biraghi,Luke Shaw,Ludwig Augustinsson,Lucas Digne,Pervis Estupiñán,Giovanni Di Lorenzo 249 | Kenny Lala,FB,Tommaso Augello,Aaron Cresswell,Daniel Brosinski,Marvin Plattenhardt,Jesús Navas,Héctor Bellerín,Kieran Tierney,Christian Günter,Lorenzo Venuti,Andoni Gorosabel 250 | Nicolas Pallois,CB,Yunis Abdelhamid,Ömer Toprak,Pedro Mendes,Jean-Charles Castelletto,Rafael Czichos,Kevin Bonifazi,Joaquín Fernández,Daniel Congré,Semi Ajayi,Jeffrey Gouweleeuw 251 | Kenny Tete,FB,Christopher Lenz,Sacha Boey,Matty Cash,Dennis Appiah,Paulo Otávio,Fábio,Emerson,Maximilian Mittelstädt,Kingsley Ehizibue,Carlos Clerc 252 | Joris Chotard,MF,Rani Khedira,Josh Brownhill,Yannick Cahuzac,Tobias Strobl,Jack Cork,Jaïro Riedewald,Jens Jønsson,Papakouli Diop,Nemanja Maksimović,Artur Ioniță 253 | Jonathan Delaplace,FB,Nacho,Christopher Trimmel,Vladimír Coufal,Pervis Estupiñán,Álex Moreno,Miguel Trauco,Danny da Costa,Vincent Le Goff,Jérôme Roussillon,Daniel Brosinski 254 | Saîf-Eddine Khaoui,AM,Renaud Ripart,Daniel Caligiuri,Óscar Plano,Marc Cucurella,Jean-Paul Boëtius,Ridle Baku,Andros Townsend,Pablo Fornals,Kenedy,Gylfi Sigurðsson 255 | Pierrick Capelle,FB,Stuart Dallas,Ezgjan Alioski,Maxwel Cornet,Matteo Darmian,Pervis Estupiñán,Ruben Aguilar,Davide Zappacosta,Theo Hernández,Ridle Baku,Nordi Mukiele 256 | Pierrick Capelle,AM,Daniel Caligiuri,Manu Trigueros,Marc Cucurella,Pablo Fornals,Josh Brownhill,Óscar Plano,Renaud Ripart,Rubén Rochina,Miguel Almirón,Jóhann Berg Guðmundsson 257 | Florian Sotoca,FW,Yussuf Poulsen,Lucas Höler,Rodrigo Palacio,Musa Barrow,Kike,João Pedro,Sasa Kalajdzic,Neal Maupay,Che Adams,Ollie Watkins 258 | Adama Soumaoro,CB,Nico Elvedi,Daniel Congré,Loïck Landre,Romain Thomas,John Boye,Éder Militão,Vladimir Golemić,Danilo Larangeira,Simon Kjær,Robin Knoche 259 | Arnaud Nordin,AM,Dodi Lukebakio,Bertrand Traoré,Ferrán Torres,Yoane Wissa,Daniel Podence,Jarrod Bowen,Jonathan Ikone,Darwin Machís,Anwar El Ghazi,Steven Bergwijn 260 | Eduardo Camavinga,MF,Valentin Rongier,Marko Rog,Bruno Guimarães,Andre-Frank Zambo Anguissa,Gonzalo Villar,Adrien Rabiot,Yvan Neyou,Mahmoud Dahoud,Roque Mesa,Mateo Kovačić 261 | Rony Lopes,AM,Fabián Orellana,Daniel Podence,Steven Bergwijn,Bukayo Saka,Ademola Lookman,Diego Farias,Matheus Pereira,Eric Junior Dina Ebimbe,Emile Smith-Rowe,Hamed Junior Traorè 262 | Leonardo Balerdi,CB,Yunis Abdelhamid,Diego Llorente,Liam Cooper,Pascal Struijk,Paweł Dawidowicz,Kevin Bonifazi,Harold Moukoudi,Gleison Bremer,Lorenzo Tonelli,Romain Thomas 263 | Gaëtan Laborde,FW,Florian Sotoca,Danny Ings,Che Adams,Andrea Belotti,Lucas Höler,Kevin Volland,Álvaro Morata,Ihlas Bebou,Sasa Kalajdzic,Kike 264 | Gaëtan Laborde,AM,Pierre-Emerick Aubameyang,Roland Sallai,Kevin Volland,Tino Kadewere,Marcus Thuram,João Pedro,Ante Rebić,Richarlison,Dodi Lukebakio,Ferrán Torres 265 | James Lea Siliki,MF,Brais Méndez,Toma Bašić,Nahuel Estévez,Edu Expósito,Darko Brašanac,Georginio Wijnaldum,Jasmin Kurtić,Mikel Rico,Rolando Mandragora,Pascal Groß 266 | Tino Kadewere,AM,Gaëtan Laborde,Marcus Thuram,Nicolas Pépé,Pierre-Emerick Aubameyang,Richarlison,Ante Rebić,Denis Bouanga,Ferrán Torres,Roland Sallai,Yoane Wissa 267 | Antonin Bobichon,AM,Mason Mount,Alexis Saelemaekers,Gaël Kakuta,Jean-Paul Boëtius,Lorenzo Pellegrini,Romain Faivre,Martin Ødegaard,Julian Brandt,Rubén Rochina,Manu Trigueros 268 | Khéphren Thuram-Ulie,MF,Ander Guevara,Ivan Ilić,Tyler Adams,William Carvalho,Steven Nzonzi,Andrés Guardado,Gonzalo Villar,Christoph Kramer,Boubacar Kamara,Cheick Doucouré 269 | Corentin Jean,FW,Neal Maupay,Wilfried Zaha,Goran Pandev,Junior Messias,Breel Embolo,Musa Barrow,Richarlison,Joelinton,Joaquín Correa,Alassane Pléa 270 | Florent Mollet,MF,Seko Fofana,Nadiem Amiri,Giacomo Bonaventura,Piotr Zieliński,Sergio Canales,Marcel Sabitzer,Houssem Aouar,Gylfi Sigurðsson,Jordan Veretout,Roberto Pereyra 271 | Florent Mollet,AM,Emile Smith-Rowe,Roberto Pereyra,Bersant Celina,Eberechi Eze,Moi Gómez,Gylfi Sigurðsson,Roberto Torres,Stuart Armstrong,Jonathan Bamba,Sergio Canales 272 | Flavius Daniliuc,CB,Clément Lenglet,Milan Škriniar,Lukas Klostermann,Manuel Akanji,Facundo Medina,Jean-Kevin Duverne,Alessandro Bastoni,Mario Hermoso,Patric,Aymeric Laporte 273 | Abdoulaye Bamba,FB,Miguel Trauco,Vincent Le Goff,Vincent Manceau,Rafa Soares,Marvin Plattenhardt,Bastian Oczipka,Loris Benito,Hiroki Sakai,Joseba Zaldúa,Thomas Foket 274 | Toma Bašić,MF,Jasmin Kurtić,Rolando Mandragora,John Lundstram,Gonzalo Melero,Brais Méndez,Grischa Prömel,Saša Lukić,Carlos Soler,Kevin Möhwald,Stuart Dallas 275 | Krepin Diatta,AM,Ruben Loftus-Cheek,Alex Iwobi,Eric Junior Dina Ebimbe,Yunus Musah,Aitor Ruibal,Ander Barrenetxea,Fabián Orellana,Tete Morente,Moi Gómez,Marc Cucurella 276 | Youssouf Fofana,MF,Ismaël Bennacer,Marko Rog,Koke,N'Golo Kanté,Mahmoud Dahoud,Kevin Kampl,Wataru Endo,Habib Maïga,Gastón Brugman,Andre-Frank Zambo Anguissa 277 | Bruno Guimarães,MF,Eduardo Camavinga,Mahmoud Dahoud,Mateo Kovačić,Koke,Thiago Alcántara,Rafinha,Diego Demme,Remo Freuler,Óliver Torres,Tanguy Ndombele 278 | Thomas Delaine,FB,Rubén Peña,Mert Müldür,Davide Zappacosta,Ander Capa,Hassane Kamara,Jérôme Roussillon,Jonathan Schmid,Benjamin Mendy,Rayan Aït Nouri,Pol Lirola 279 | Matz Sels,GK,Vicente Guaita,Matthieu Dreyer,Karl Darlow,Paul Bernardoni,Fernando Pacheco,Martin Dúbravka,Roberto,Salvatore Sirigu,Lorenzo Montipò,Luigi Sepe 280 | Aníbal Chalá,FB,Mitchell Dijks,Johan Mojica,Jérôme Hergault,Fouad Chafik,Isaac Carcelen,Joel Ward,Thomas Foket,Yuto Nagatomo,Vincent Manceau,Anthony Caci 281 | Thomas Monconduit,MF,Jasmin Kurtić,Maximilian Arnold,Robert Andrich,Xaver Schlager,Rúben Neves,Rolando Mandragora,Wataru Endo,Pape Matar Sarr,Toma Bašić,James Ward-Prowse 282 | Arkadiusz Milik,FW,Kevin Lasagna,Gianluca Lapadula,Stéphane Bahoken,Simone Zaza,Fabio Quagliarella,Ludovic Ajorque,Patrick Bamford,Dušan Vlahović,Antonio Sanabria,Felipe Caicedo 283 | Mahdi Camara,MF,Ellyes Skhiri,Declan Rice,Wataru Endo,Lamine Fomba,Habib Maïga,Albin Ekdal,Mario Lemina,Lassana Coulibaly,Guido Rodríguez,Tyler Adams 284 | Lassana Coulibaly,MF,Mario Lemina,Declan Rice,Okay Yokuşlu,Mahdi Camara,Lamine Fomba,Albin Ekdal,Nicolas Höfler,Geoffrey Kondogbia,Fabien Lemoine,Manuel Prietl 285 | John Boye,CB,Simon Kjær,Maya Yoshida,Boubakar Kouyaté,Pedro Mendes,Joaquín Fernández,Jean-Charles Castelletto,Adama Soumaoro,Vitorino Hilton,Sebastien De Maio,Nicolas Pallois 286 | Pape Cheikh Diop,MF,Amadou Diawara,Nampalys Mendy,Pedro Mosquera,Douglas Luiz,Victorien Angban,Unai Vencedor Paris,Sofyan Amrabat,Ibrahima Diallo,Didier Ibrahim Ndong,Haris Belkebla 287 | Patrick Burner,FB,Matthew Lowton,Ximo Navarro,Ola Aina,Yuto Nagatomo,Federico Barba,Dimitri Foulquier,Mikel Balenziaga,Loris Benito,Carlos Neva,Antonio Barragán 288 | Papa Ndiaga Yade,AM,Darwin Machís,Bertrand Traoré,Matheus Pereira,Armand Lauriente,Lucas Moura,Arnaud Nordin,Riccardo Orsolini,Zinedine Ferhat,Rony Lopes,Adama Traoré 289 | Frédéric Sammaritano,AM,Bersant Celina,Fabián Orellana,Rony Lopes,David Ferreiro,Emile Smith-Rowe,Martin Ødegaard,Dwight McNeil,Steven Bergwijn,Moi Gómez,Alexis Saelemaekers 290 | Mathias Pereira Lage,AM,Renaud Ripart,Óscar Plano,Marc Cucurella,Jóhann Berg Guðmundsson,Bobby Reid,Daniel Caligiuri,Josh Brownhill,Niclas Eliasson,Yunus Musah,Édgar Méndez 291 | Didier Ibrahim Ndong,MF,Iván Marcone,Christoph Kramer,Morgan Schneiderlin,Haris Belkebla,Moreto Cassamã,Pedro Mosquera,Moussa Sissoko,Romaine Sawyers,Nampalys Mendy,Étienne Capoue 292 | Jérémy Le Douaron,AM,Édgar Méndez,Antonio Puertas,Bobby Reid,Óscar Plano,Theo Walcott,Niclas Eliasson,Renaud Ripart,Yunus Musah,Tete Morente,Marc Cucurella 293 | Jean-Clair Todibo,CB,Çağlar Söyüncü,Yunis Abdelhamid,Edmond Tapsoba,Facundo Medina,Niklas Moisander,Julian Chabot,Diego Godín,Nicolas Pallois,Ozan Kabak,Jonathan Tah 294 | Walter Benítez,GK,Gautier Larsonneur,Thomas Strakosha,Gregor Kobel,Salvatore Sirigu,Andrés Fernández,Alexander Schwolow,Yann Sommer,Alex Meret,Pepe Reina,Robin Zentner 295 | Clément Grenier,MF,Kevin De Bruyne,Luis Alberto,Nadiem Amiri,Benjamin Bourigeaud,Sergio Canales,David Silva,Lorenzo Pellegrini,Mateusz Klich,Kerem Demirbay,Nicolò Barella 296 | Domagoj Bradarić,FB,Mitchel Bakker,Giuseppe Pezzella,Timothy Castagne,Elseid Hysaj,Cédric Soares,Jorge Miramón,Aaron Wan-Bissaka,Hassane Kamara,Benjamin Pavard,Emerson 297 | Pape Abou Cisse,CB,Florian Lejeune,Giangiacomo Magnani,Dimitris Siovas,Tosin Adarabioyo,Alexander Djiku,Jean-Charles Castelletto,Bruno Ecuele Manga,Mattia Bani,Willy Boly,Jannik Vestergaard 298 | Dan Ndoye,AM,Richarlison,José Luis Morales,Roland Sallai,Munir El Haddadi,Daniel James,Ferrán Torres,Gaëtan Laborde,Pierre-Emerick Aubameyang,João Pedro,Stephy Mavididi 299 | Timothy Weah,FW,Alexandre Lacazette,Pierre-Emerick Aubameyang,Antonio Sanabria,Santi Mina,Che Adams,Stéphane Bahoken,David McGoldrick,Richarlison,Neal Maupay,Eldor Shomurodov 300 | Timothy Weah,AM,Richarlison,Gaëtan Laborde,Pierre-Emerick Aubameyang,Roland Sallai,Ferrán Torres,João Pedro,Munir El Haddadi,Dodi Lukebakio,Kevin Volland,Anwar El Ghazi 301 | Nicolas Cozza,CB,Ben White,Mason Holgate,Ethan Ampadu,Koffi Djidji,Domenico Criscito,Marco Friedl,Chris Basham,Sebastiano Luperto,Jordan Torunarigha,Tuta 302 | Nicolas Cozza,FB,Isaac Carcelen,Bartosz Bereszyński,Tyrick Mitchell,Jérôme Hergault,Nacho Vidal,Ximo Navarro,Cédric Brunner,Joel Ward,Yuto Nagatomo,Anderson Lucoqui 303 | Damien Le Tallec,MF,Lucas Torró,Papakouli Diop,Josh Brownhill,Nemanja Maksimović,Rani Khedira,Yannick Cahuzac,Tobias Strobl,Lucas Tousart,Leander Dendoncker,Vicente Iborra 304 | Memphis Depay,FW,Kylian Mbappé,Lionel Messi,Wissam Ben Yedder,Karim Benzema,Paulo Dybala,Gerard Moreno,Anthony Martial,Ciro Immobile,Alassane Pléa,Alexis Sánchez 305 | Memphis Depay,AM,Leon Bailey,Kylian Mbappé,Neymar,Lionel Messi,Marcus Rashford,Riyad Mahrez,Raheem Sterling,Ousmane Dembélé,Mohamed Salah,Sadio Mané 306 | Danilo Pereira,CB,Manuel Akanji,Gianluca Mancini,Sergio Ramos,Vlad Chiricheș,Óscar Mingueza,Niklas Süle,Marquinhos,Nacho,Mario Hermoso,Igor Zubeldia 307 | Danilo Pereira,MF,Vicente Iborra,Nemanja Gudelj,Fabinho,Morgan Schneiderlin,Yannick Cahuzac,Étienne Capoue,Fernando,Marshall Munetsi,Dani García,Pape Gueye 308 | Thomas Foket,FB,Hiroki Sakai,Yuto Nagatomo,Bastian Oczipka,Vincent Manceau,Souleyman Doumbia,Aarón Martín,Joseba Zaldúa,Mihailo Ristić,Ryan Bertrand,Mitchell Dijks 309 | José Fonte,CB,Marcelo,Sven Bender,Nikola Maksimović,Adam Webster,Damien Da Silva,Gabriel Dos Santos,Sven Botman,Matthijs de Ligt,Aritz Elustondo,Milan Škriniar 310 | Mathieu Debuchy,FB,Ramy Bensebaini,Diogo Dalot,Mathías Olivera,Charalambos Lykogiannis,Davide Faraoni,Massadio Haïdara,Nordi Mukiele,Dan Burn,Serge Aurier,Hugo Mallo 311 | Sehrou Guirassy,FW,Burak Yılmaz,Andrea Petagna,Jean-Philippe Mateta,Ollie Watkins,Patrik Schick,Luis Suárez,Dušan Vlahović,Fabio Quagliarella,Sasa Kalajdzic,Danny Welbeck 312 | Ibrahim Amadou,MF,Nemanja Maksimović,Jon Moncayola,Jean-Eudes Aholou,Yannick Cahuzac,Rubén Alcaraz,Guido Rodríguez,Fabien Lemoine,Isaac Hayden,Lucas Torró,Rodrigo Battaglia 313 | Warren Tchimbembé,MF,John Lundstram,Georginio Wijnaldum,Vicente Iborra,Josh Brownhill,Soualiho Meïté,Saša Lukić,Artur Ioniță,Yvan Neyou,Yannick Cahuzac,Uroš Račić 314 | Wissam Ben Yedder,FW,Alassane Pléa,Timo Werner,Joaquín Correa,Anthony Martial,Gerard Moreno,Memphis Depay,Dries Mertens,Ihlas Bebou,Amine Gouiri,Ciro Immobile 315 | Duje Ćaleta-Car,CB,Paul Baysse,Stefan de Vrij,Óscar Duarte,Raúl Albiol,Domingos Duarte,Iñigo Martínez,Néstor Araujo,Michael Keane,Aïssa Mandi,Jonny Evans 316 | Eric Junior Dina Ebimbe,MF,Alexis Claude-Maurice,Gaetano Castrovilli,Junior Messias,John McGinn,Mikel Rico,Florian Wirtz,Marcos Llorente,Giacomo Bonaventura,Nahitan Nández,Brais Méndez 317 | Eric Junior Dina Ebimbe,AM,Ruben Loftus-Cheek,Aitor Ruibal,Nathanael Mbuku,Rony Lopes,Ritsu Doan,Miguel Almirón,Ludovic Blas,Samu Castillejo,Daniel Podence,Nathan Redmond 318 | Tony Mauricio,AM,Willian,Denis Suárez,Lars Stindl,Manu Trigueros,Lorenzo Pellegrini,James Rodríguez,Farid Boulaya,Jonas Hofmann,Mason Mount,Sergio Canales 319 | William Saliba,CB,Marlon,Hugo Guillamón,Wout Faes,Víctor Ruiz,Niklas Moisander,Robson Bambu,Raphaël Varane,Jonathan Panzo,Çağlar Söyüncü,Jonathan Tah 320 | Pablo Sarabia,AM,Marco Reus,Federico Chiesa,Christopher Nkunku,Henrikh Mkhitaryan,Antoine Griezmann,Bruno Fernandes,Mohamed Salah,Serge Gnabry,Amine Gouiri,Riyad Mahrez 321 | Kalifa Coulibaly,FW,Jaime Mata,Maxi Gómez,Jorge Molina,Fabian Klos,Roberto Soldado,Habib Diallo,Andreas Cornelius,Steve Mounié,Leonardo Pavoletti,Álvaro Negredo 322 | Fernando Marçal,FB,Takehiro Tomiyasu,Loris Benito,Cédric Brunner,Fouad Chafik,Ben Davies,Mikel Balenziaga,Charlie Taylor,Bartosz Bereszyński,José Ángel,Luca Vignali 323 | Rayan Aït Nouri,FB,Adrien Truffert,Rogério,Sergio Reguilón,Nélson Semedo,Giorgos Kiriakopoulos,Yuri Berchiche,Romain Perraud,Junior Sambia,Álex Moreno,Davide Zappacosta 324 | Adrián Cubas,MF,Carlos Gruezo,Paul Lasne,Manuel Prietl,Otávio,Valon Behrami,Haris Belkebla,Romaine Sawyers,Allan,Omar Mascarell,Isaac Hayden 325 | Haris Duljević,AM,Eberechi Eze,Stuart Armstrong,Alberto Perea,Jonathan Bamba,Luiz Araújo,Jeremy Doku,Romain Faivre,Nathan Redmond,Alex Iwobi,Mikkel Damsgaard 326 | Lucas Paquetá,MF,Mason Mount,Kerem Demirbay,Lorenzo Pellegrini,Téji Savanier,Kevin De Bruyne,Luis Alberto,Nicolò Barella,Jude Bellingham,Florian Wirtz,Nolito 327 | Lucas Paquetá,AM,Lars Stindl,Lorenzo Pellegrini,Christopher Nkunku,Henrikh Mkhitaryan,Christoph Baumgartner,Mason Mount,Dani Olmo,Jack Harrison,Marco Reus,Hamed Junior Traorè 328 | Wout Faes,CB,Jonathan Panzo,Bram Nuytinck,Robin Knoche,Yordan Osorio,Rúben Vezo,Senou Coulibaly,Ömer Toprak,Stefan Savić,Ivan Radovanović,Eric Bailly 329 | Kaj Sierhuis,FW,Sergi Guardiola,Iñaki Williams,Callum Wilson,Lois Diony,Dani Gómez,Enes Ünal,Jorge Molina,Habib Diallo,Jaime Mata,Jonathan Calleri 330 | Lamine Gueye,FW,Florian Sotoca,Richarlison,Lucas Höler,José Luis Morales,Andrea Belotti,Musa Barrow,Che Adams,Neal Maupay,Amine Gouiri,Alassane Pléa 331 | Lamine Gueye,AM,Yoane Wissa,Portu,Roland Sallai,Gaëtan Laborde,Pierre-Emerick Aubameyang,Tino Kadewere,Nicolas Pépé,Jarrod Bowen,João Pedro,Moses Simon 332 | Souleyman Doumbia,FB,Thomas Foket,Matthieu Udol,Aarón Martín,Vincent Le Goff,Carlos Clerc,Sead Kolašinac,Mihailo Ristić,Thierry Correia,Jordan Lotomba,Mitchel Bakker 333 | Farid Boulaya,AM,Sergio Canales,Willian,Ross Barkley,Dimitri Payet,Piotr Zieliński,Adnan Januzaj,Antonio Candreva,Angelo Fulgini,Jack Grealish,Papu Gómez 334 | Sidy Sarr,MF,Tomás Rincón,Lucas Torró,Papakouli Diop,Uroš Račić,Okay Yokuşlu,Toma Bašić,Jean-Eudes Aholou,Jasmin Kurtić,Jonjo Shelvey,Abdoulaye Touré 335 | Flavien Tait,MF,Mason Mount,Téji Savanier,Bernardo Silva,David Silva,Lorenzo Pellegrini,Nadiem Amiri,Houssem Aouar,Nicolò Barella,Luka Modrić,Rafinha 336 | Flavien Tait,AM,Mason Mount,Romain Faivre,Gaël Kakuta,Julian Brandt,Nathan Redmond,Gio Reyna,Roberto Soriano,Alexis Saelemaekers,Denis Suárez,Steven Bergwijn 337 | Mihai Dobre,AM,Marc Cucurella,Yunus Musah,Aitor Ruibal,Renaud Ripart,Óscar Plano,Josh Brownhill,Jóhann Berg Guðmundsson,Daniel Caligiuri,Luis Rioja,Ruben Loftus-Cheek 338 | Hwang Ui-jo,FW,Kevin Lasagna,Stéphane Bahoken,Josh Maja,Dušan Vlahović,Jhon Córdoba,Giovanni Simeone,Antonio Sanabria,Moise Kean,Moussa Koné,Danny Welbeck 339 | Hwang Ui-jo,AM,Pierre-Emerick Aubameyang,João Pedro,Ferrán Torres,Mason Greenwood,Roland Sallai,Gaëtan Laborde,Anwar El Ghazi,José Luis Morales,Richarlison,Yoane Wissa 340 | Eiji Kawashima,GK,Łukasz Fabiański,Rui Patrício,Marco Silvestri,Claudio Bravo,Vicente Guaita,Jaume Doménech,Unai Simón,Jordi Masip,Karl Darlow,Paul Bernardoni 341 | Lamine Koné,CB,Luca Caldirola,Pedro Bigas,Marcos Mauro López Gutiérrez,Cala,Lorenzo Tonelli,Dani Calvo,Yerry Mina,Jamaal Lascelles,Domingos Duarte,Raphaël Varane 342 | Hamari Traoré,FB,Benjamin Pavard,Hassane Kamara,Alex Sandro,Oleksandr Zinchenko,Danilo,Giovanni Di Lorenzo,Luke Ayling,Yuri Berchiche,Patrick van Aanholt,Elseid Hysaj 343 | Mehdi Abeid,MF,Mario Lemina,Ibrahima Diallo,Yvan Neyou,Declan Rice,Walace,Cheick Doucouré,Pape Matar Sarr,Soualiho Meïté,Mickael Malsa,Thiago Mendes 344 | Gareth Bale,AM,Raphael Dias Belloli,Nicolas Pépé,Riccardo Orsolini,Amine Gouiri,Christoph Baumgartner,Dani Olmo,Leon Bailey,Domenico Berardi,Marcus Thuram,Musa Barrow 345 | Houssem Aouar,MF,Piotr Zieliński,Nadiem Amiri,David Silva,Florian Wirtz,Sergio Canales,Mason Mount,Kevin De Bruyne,Rodrigo De Paul,Bernardo Silva,Luis Alberto 346 | Houssem Aouar,AM,Ousmane Dembélé,Lorenzo Insigne,Riyad Mahrez,Neymar,Phil Foden,Lionel Messi,Serge Gnabry,Raheem Sterling,Papu Gómez,Sadio Mané 347 | Jérémy Pied,FB,Daley Sinkgraven,Vincent Le Goff,Wendell,Elseid Hysaj,Domagoj Bradarić,Luca Vignali,Hamari Traoré,Youssouf Sabaly,Jorge Miramón,Mihailo Ristić 348 | Jérôme Hergault,FB,Fouad Chafik,Bartosz Bereszyński,Hiroki Sakai,Charles Traore,Yuto Nagatomo,Thomas Foket,Loris Benito,Joel Ward,Ryan Bertrand,Damián Suárez 349 | Mitchel Bakker,FB,Jeremy Toljan,Domagoj Bradarić,Mario Gaspar,Andoni Gorosabel,Riccardo Marchizza,Séamus Coleman,Ryan Bertrand,Rogério,Timothy Castagne,Thomas Foket 350 | Jean Lucas,MF,Joan Jordán,Mahmoud Dahoud,Xeka,Eduardo Camavinga,Remo Freuler,Ismaël Bennacer,Florian Neuhaus,Valon Berisha,Roque Mesa,Yacine Adli 351 | Pierre-Yves Hamel,FW,Steve Mounié,Raúl García,Nils Petersen,Santi Mina,Stéphane Bahoken,Ermedin Demirović,Rafa Mir,Joselu,Antonio Sanabria,Kike 352 | Amine Gouiri,FW,Antoine Griezmann,Musa Barrow,Joaquín Correa,Roberto Firmino,Anthony Martial,Paulo Dybala,Ángel Correa,Ihlas Bebou,Gabriel Jesus,Andrea Belotti 353 | Amine Gouiri,AM,Nicolas Pépé,Musa Barrow,Sadio Mané,Christian Pulisic,Leon Bailey,Marcus Rashford,Harvey Barnes,Karl Toko Ekambi,Samuel Chukwueze,Bukayo Saka 354 | Timothée Kolodziejczak,CB,Robin Knoche,Sebastiano Luperto,Luca Ceppitelli,Lyanco,Danilo Larangeira,Kostas Manolas,Jean-Kevin Duverne,Andrea Masiello,Dominique Heintz,Toby Alderweireld 355 | Anthony Racioppi,GK,Martin Dúbravka,Bartłomiej Drągowski,Roberto,Jaume Doménech,Jordi Masip,Aitor Fernández,Sam Johnstone,Vicente Guaita,Aaron Ramsdale,Édgar Badía 356 | Axel Disasi,CB,Damien Da Silva,Nayef Aguerd,Jannik Vestergaard,David Luiz,Sergio Ramos,Guillermo Maripán,Marquinhos,Romain Saïss,Lewis Dunk,Jules Koundé 357 | Mattia De Sciglio,FB,Jorge Miramón,Andrea Conti,Rafa Soares,Thomas Foket,Vincent Le Goff,Anthony Caci,Reinildo Mandava,Wendell,Mitchel Bakker,Carlos Clerc 358 | Boubakary Soumaré,MF,Granit Xhaka,Matteo Ricci,Ismaël Bennacer,Nemanja Matić,Gonzalo Villar,Sergio Busquets,Harry Winks,Moreto Cassamã,Martín Zubimendi,Thiago Mendes 359 | Alexandre Oukidja,GK,Nick Pope,David Soria,Dean Henderson,Sergio Herrera,Jasper Cillessen,Alban Lafont,Stefan Ortega,Alessio Cragno,Unai Simón,Jonas Omlin 360 | Presnel Kimpembe,CB,Robson Bambu,Wesley Hoedt,Dominique Heintz,Marlon,Dylan Bronn,Simone Iacoponi,Andrea Masiello,Steven Fortes,Andreas Christensen,Kalidou Koulibaly 361 | Saturnin Allagbé,GK,Baptiste Reynet,Ralf Fährmann,Jiří Pavlenka,Paul Nardi,Timo Horn,Rui Silva,Alex Cordaz,Salvatore Sirigu,Iván Villar,Antonio Mirante 362 | Nicolas de Préville,FW,Ondrej Duda,Junior Messias,Romain Hamouma,Musa Barrow,Joelinton,Lucas Pérez,Ángel Correa,Richarlison,Amine Gouiri,Che Adams 363 | Nicolas de Préville,AM,Pedro,Riccardo Orsolini,Mikel Oyarzabal,Gaël Kakuta,Rony Lopes,Fabián Orellana,Nicola Sansone,Filip Đuričić,Hamed Junior Traorè,Dodi Lukebakio 364 | Sofiane Boufal,AM,Ander Barrenetxea,Ritsu Doan,Eric Junior Dina Ebimbe,Samu Castillejo,Nathanael Mbuku,Ludovic Blas,Aitor Ruibal,Nathan Redmond,Sofiane Diop,Gelson Martins 365 | Tiago Djaló,CB,Makoto Hasebe,Ben White,Tuta,Simone Iacoponi,Kalidou Koulibaly,Dominique Heintz,Luiz Felipe,Koffi Djidji,Domenico Criscito,Presnel Kimpembe 366 | Tiago Djaló,FB,Fouad Chafik,Bartosz Bereszyński,Loris Benito,Reinildo Mandava,Hiroki Sakai,Cédric Brunner,Jérôme Hergault,Vincent Manceau,Anthony Caci,Charlie Taylor 367 | Jonathan Bamba,AM,Gonçalo Guedes,Eberechi Eze,Bukayo Saka,Angelo Fulgini,Rony Lopes,Sergio Canales,Willian,Nathan Redmond,Matheus Pereira,James Rodríguez 368 | Rayan Cherki,AM,Jack Grealish,Adnan Januzaj,Ousmane Dembélé,Jadon Sancho,Samuel Chukwueze,Dejan Kulusevski,Moussa Diaby,Dimitri Payet,Kingsley Coman,Papu Gómez 369 | Gautier Larsonneur,GK,Gregor Kobel,Walter Benítez,Salvatore Sirigu,Andrés Fernández,Luigi Sepe,Steve Mandanda,Robin Zentner,Pepe Reina,Yann Sommer,Édgar Badía 370 | Ismaël Traoré,CB,Martin Erlic,Harold Moukoudi,Jorge Pulido,Paul Baysse,Lisandro Magallán,Edoardo Goldaniga,Aïssa Mandi,Daniele Rugani,Marash Kumbulla,Igor Zubeldia 371 | Florian Miguel,CB,Omar Colley,Mattia Bani,Alexander Djiku,Jean-Charles Castelletto,Sebastien De Maio,Pape Abou Cisse,Keven Schlotterbeck,Jorge Pulido,Omar Alderete,Felipe 372 | Muzinga Ngonda,FB,Fouad Chafik,Reinildo Mandava,Fabien Centonze,Anthony Caci,Ghislain Konan,Jérôme Hergault,Damián Suárez,Luke Ayling,Jorge Miramón,Joël Veltman 373 | Samuel Kalu,AM,Ander Barrenetxea,Ritsu Doan,Ludovic Blas,Ruben Vargas,Aitor Ruibal,Trézéguet,Lucas Ocampos,Samu Castillejo,Nathan Redmond,Eric Junior Dina Ebimbe 374 | Maxime Poundjé,FB,Charlie Taylor,Cédric Brunner,Joel Ward,Mitchell Dijks,Juan Cruz Armada,Mikel Balenziaga,Yuto Nagatomo,Ximo Navarro,Rober Correa,Luca Vignali 375 | Adil Aouchiche,AM,Gaël Kakuta,Jack Harrison,Lorenzo Pellegrini,Filip Đuričić,Daichi Kamada,Farid Boulaya,Jean-Paul Boëtius,Fabián Orellana,Dimitri Payet,Franck Honorat 376 | Issiaga Sylla,FB,Hassane Kamara,James Justin,Nordi Mukiele,Zeki Çelik,Mert Müldür,Sergio Reguilón,Layvin Kurzawa,Giorgos Kiriakopoulos,Diogo Dalot,Stefan Lainer 377 | Josh Maja,FW,Boulaye Dia,Moussa Koné,Giovanni Simeone,Kevin Lasagna,Hwang Ui-jo,Alexandre Lacazette,Antonio Sanabria,Danny Welbeck,Darío Benedetto,Mama Samba Baldé 378 | Fábio,FB,Dennis Appiah,Sacha Boey,Matty Cash,Charles Traore,Nacho Vidal,Matt Targett,Juan Miranda,Hiroki Sakai,Bartosz Bereszyński,Reinildo Mandava 379 | Baptiste Reynet,GK,Jiří Pavlenka,Ralf Fährmann,Timo Horn,Rafał Gikiewicz,Kevin Trapp,Predrag Rajković,Paul Nardi,Benoît Costil,Sam Johnstone,Florian Müller 380 | Simon Banza,FW,Florian Sotoca,Kike,Mama Samba Baldé,Jonathan Calleri,João Pedro,Luuk de Jong,Sergi Enrich,Eldor Shomurodov,Irvin Cardona,Arkadiusz Milik 381 | Renaud Ripart,MF,Yangel Herrera,Juraj Kucka,Mauro Arambarri,Morten Thorsby,Rolando Mandragora,Giulio Maggiore,Leander Dendoncker,Darko Brašanac,Brais Méndez,Abdoulaye Doucouré 382 | Renaud Ripart,AM,Marc Cucurella,Óscar Plano,Josh Brownhill,Bobby Reid,Daniel Caligiuri,Allan Nyom,Édgar Méndez,Matt Phillips,Jóhann Berg Guðmundsson,Yunus Musah 383 | Maxwel Cornet,FB,Ezgjan Alioski,Diogo Dalot,Ben Chilwell,Robin Gosens,Nordi Mukiele,Giovanni Di Lorenzo,Layvin Kurzawa,Simone Bastoni,Theo Hernández,Romain Perraud 384 | Darío Benedetto,FW,Florian Niederlechner,Kasper Dolberg,Willian José,Simeon Nwankwo,Chris Wood,Asier Villalibre,Jean-Philippe Mateta,Dominic Calvert-Lewin,Jamie Vardy,Josh Maja 385 | Arnaud Kalimuendo,FW,Borja Mayoral,Francesco Caputo,Ciro Immobile,Kelechi Iheanacho,Timo Werner,Joaquín Correa,Jonathan David,Wissam Ben Yedder,Alassane Pléa,Terem Moffi 386 | Randal Kolo Muani,FW,Richarlison,Lucas Höler,Mama Samba Baldé,Ollie Watkins,Callum Wilson,Matěj Vydra,Boulaye Dia,Andrea Belotti,Iñaki Williams,Jonathan David 387 | Reinildo Mandava,FB,Anthony Caci,Hiroki Sakai,Wendell,Muzinga Ngonda,Sacha Boey,Luca Vignali,Aaron Wan-Bissaka,Luke Ayling,Sofiane Alakouch,Fouad Chafik 388 | Vincent Manceau,FB,Luca Vignali,Loris Benito,Vincent Le Goff,Thomas Foket,Yuto Nagatomo,Anthony Caci,Fouad Chafik,Hiroki Sakai,Miguel Trauco,Mitchell Dijks 389 | Vito Mannone,GK,Rubén Blanco,Joel Robles,Alex McCarthy,Álvaro Fernández,Kepa Arrizabalaga,Fernando Pacheco,Jessy Moulin,Matthieu Dreyer,Timo Horn,Marko Dmitrović 390 | Bertrand Traoré,AM,Arnaud Nordin,Anwar El Ghazi,Marcus Thuram,Jarrod Bowen,Ferrán Torres,Riccardo Orsolini,Nicolas Pépé,Yoane Wissa,Matheus Pereira,Ruben Vargas 391 | Vitorino Hilton,CB,Maya Yoshida,Tyrone Mings,Jan Bednarek,Paulo Oliveira,Florian Lejeune,Víctor Laguardia,Joaquín Fernández,Gary Cahill,Felipe,John Egan 392 | Jonas Omlin,GK,Robin Zentner,Alessio Cragno,Alfred Gomis,Emil Audero,Martin Dúbravka,Aaron Ramsdale,Łukasz Skorupski,Jaume Doménech,Sam Johnstone,Alexander Schwolow 393 | Thiago Mendes,MF,Harry Winks,Matteo Ricci,Charles Aránguiz,Cheick Doucouré,Rodrigo Bentancur,Kevin Kampl,Koke,Fernandinho,Pape Gueye,Declan Rice 394 | Steven Nzonzi,MF,Granit Xhaka,Khéphren Thuram-Ulie,Ander Guevara,William Carvalho,Vicente Iborra,Axel Witsel,Rodri,Ivan Ilić,Andrés Guardado,Arthur Melo 395 | Adrien Thomasson,AM,Renato Steffen,Pablo Fornals,Daniel James,Martin Terrier,Niclas Eliasson,Sofiane Diop,Jarrod Bowen,Álex Berenguer,Christoph Baumgartner,Ayoze Pérez 396 | Jonathan Panzo,CB,Yordan Osorio,Wout Faes,Kevin Bonifazi,Senou Coulibaly,Fikayo Tomori,Wesley Hoedt,Ivan Radovanović,Lyanco,Robin Knoche,Niklas Moisander 397 | Thomas Mangani,MF,Sandro Tonali,Matteo Ricci,Erick Pulgar,Miguel Veloso,James Ward-Prowse,Oliver Norwood,Rodrigo Bentancur,Thiago Mendes,Kevin Kampl,Charles Aránguiz 398 | Clément Michelin,FB,Vladimír Coufal,Lucas Digne,Ludwig Augustinsson,Christopher Lenz,Matt Ritchie,Lucas Olaza,Aaron Cresswell,Christopher Trimmel,Pavel Kadeřábek,Pervis Estupiñán 399 | Matthieu Udol,FB,Pervis Estupiñán,Jorge Miramón,Maximilian Mittelstädt,Souleyman Doumbia,Paulo Otávio,Birger Meling,Giuseppe Pezzella,Junior Sambia,Gabriele Zappa,Aaron Wan-Bissaka 400 | Boubacar Kamara,MF,Christoph Kramer,Morgan Schneiderlin,Pedro Obiang,Pierre Højbjerg,Oriol Romeu,Marten de Roon,Ander Guevara,Geoffrey Kondogbia,Benjamin André,Nemanja Radoja 401 | Kasper Dolberg,FW,Simeon Nwankwo,Borja Iglesias,Shon Weissman,Darío Benedetto,Stefano Okaka,Kévin Gameiro,Maxi Gómez,Willian José,Boulaye Dia,Mattia Destro 402 | Keagan Dolly,MF,Karol Linetty,Tolgay Arslan,John Fleck,Marko Rog,Saša Lukić,Jaime Seoane,Yvan Neyou,Răzvan Marin,Ibrahima Diallo,Soualiho Meïté 403 | Sven Botman,CB,Adam Webster,Rob Holding,Çağlar Söyüncü,Gabriel Dos Santos,Eric Dier,José Fonte,José María Giménez,Tosin Adarabioyo,Giorgio Chiellini,Aritz Elustondo 404 | Mexer,CB,Eric Bailly,Jorge Meré,Wout Faes,Tosin Adarabioyo,Yordan Osorio,Jonathan Panzo,Yeray Álvarez,Aridane Hernández,Víctor Ruiz,Robin Knoche 405 | Cheick Doucouré,MF,Declan Rice,Pape Matar Sarr,Mario Lemina,Thiago Mendes,Yves Bissouma,N'Golo Kanté,Valentin Rongier,Yvan Neyou,Tiemoué Bakayoko,Mattéo Guendouzi 406 | Jonathan David,FW,Neal Maupay,Alexandre Lacazette,Jhon Córdoba,Felipe Caicedo,M'Bala Nzola,Ollie Watkins,Stéphane Bahoken,Matěj Vydra,Eldor Shomurodov,José Luis Morales 407 | Alfred Gomis,GK,Robin Zentner,Alphonse Areola,Steve Mandanda,Marwin Hitz,Jonas Omlin,Andreas Luthe,Álvaro Fernández,Emil Audero,Sergio Asenjo,Bernd Leno 408 | Adrien Hunou,FW,Olivier Giroud,Pierre-Emerick Aubameyang,Simone Zaza,Tammy Abraham,Alexander Isak,Luis Suárez,Gianluca Lapadula,Arkadiusz Milik,Moanes Dabour,Lucas Alario 409 | Andy Delort,FW,Edin Džeko,Zlatan Ibrahimović,Romelu Lukaku,Gerard Moreno,Harry Kane,André Silva,Sasa Kalajdzic,Karim Benzema,Bas Dost,Duván Zapata 410 | Yann M'Vila,MF,Pedro Mosquera,Iván Marcone,Nemanja Gudelj,Mohamed Elneny,Otávio,Vicente Iborra,Nampalys Mendy,Fede San Emeterio,Moussa Sissoko,Jaïro Riedewald 411 | Hugo Magnetti,MF,Mario Lemina,Geoffrey Kondogbia,Lassana Coulibaly,Ibrahima Diallo,Mickael Malsa,Yves Bissouma,Fabien Lemoine,Pape Matar Sarr,Cheick Doucouré,Declan Rice 412 | Robson Bambu,CB,Presnel Kimpembe,Dominique Heintz,Wesley Hoedt,Stefan Savić,Dylan Bronn,Rúben Vezo,Jason Denayer,Marlon,Simone Iacoponi,Pablo Marí 413 | Jeff Reine-Adélaïde,MF,Piotr Zieliński,Sergio Canales,Nadiem Amiri,Houssem Aouar,Florent Mollet,Seko Fofana,Bernardo Silva,Florian Wirtz,Rodrigo De Paul,David Silva 414 | Valon Berisha,MF,Roque Mesa,Mateusz Klich,Joan Jordán,Manu Trigueros,Răzvan Marin,Nahuel Estévez,Pascal Groß,Nicolò Barella,Sandro Tonali,Sebastian Rudy 415 | Marquinhos,CB,Lukas Klostermann,Matthijs de Ligt,Willi Orban,Sergio Ramos,Guillermo Maripán,Gianluca Mancini,Berat Djimsiti,Marvin Friedrich,Niklas Süle,Axel Disasi 416 | Marquinhos,MF,Danilo Pereira,Vicente Iborra,Jordan Henderson,Marco Parolo,Scott McTominay,Morgan Schneiderlin,Fabinho,Pape Gueye,Casemiro,Leander Dendoncker 417 | Hiroki Sakai,FB,Loris Benito,Joseba Zaldúa,Thomas Foket,Reinildo Mandava,Bartosz Bereszyński,Ben Davies,Ryan Bertrand,Aihen Muñoz,Jérôme Hergault,Matt Targett 418 | Victorien Angban,MF,Sofyan Amrabat,Moussa Sissoko,Nampalys Mendy,Nemanja Radoja,Didier Ibrahim Ndong,Christoph Kramer,Jacopo Petriccione,Pedro Chirivella,Moreto Cassamã,Iván Marcone 419 | Guillermo Maripán,CB,Sergio Ramos,Marquinhos,Aïssa Mandi,Nayef Aguerd,Benoît Mukinayi,Lewis Dunk,Axel Disasi,Robin Le Normand,Kurt Zouma,Matthijs de Ligt 420 | Franck Honorat,AM,Matheus Pereira,Jack Harrison,Renato Steffen,Daichi Kamada,Gaël Kakuta,Álex Berenguer,Roberto Soriano,Jorge de Frutos,Jean-Paul Boëtius,Mikel Oyarzabal 421 | Charles Traore,FB,Tyrick Mitchell,Joel Ward,Anderson Lucoqui,Fábio,Bartosz Bereszyński,Nacho Vidal,Cédric Brunner,Alfonso Espino,Jérôme Hergault,Matty Cash 422 | Leandro Paredes,MF,Harry Winks,Kevin Kampl,Fernandinho,Marcelo Brozović,Thiago Mendes,Miralem Pjanić,Matteo Ricci,Ismaël Bennacer,Sergio Busquets,Granit Xhaka 423 | Jean-Charles Castelletto,CB,Joaquín Fernández,Romain Thomas,Daniel Congré,Omar Colley,Nicolas Pallois,Philipp Lienhart,Loïck Landre,Wout Faes,Dani Calvo,Pedro Mendes 424 | Imran Louza,MF,Robert Andrich,Abdoulaye Doucouré,John McGinn,Brais Méndez,Stuart Dallas,Xaver Schlager,Baptiste Santamaria,Youri Tielemans,Dominik Kohr,Miha Zajc 425 | Imran Louza,AM,Marc Cucurella,Josh Brownhill,Manu Trigueros,Pablo Fornals,Daniel Caligiuri,Jóhann Berg Guðmundsson,Ridle Baku,Gylfi Sigurðsson,Rubén Rochina,Miguel Almirón 426 | Alessandro Florenzi,FB,Nacho Monreal,Patrick van Aanholt,Hans Hateboer,Cristiano Biraghi,Pol Lirola,Ashley Young,Bruno Peres,Rick Karsdorp,Leonardo Spinazzola,Adam Marušić 427 | Zaydou Youssouf,MF,Conor Gallagher,Jean-Eudes Aholou,Grischa Prömel,Mauro Arambarri,Yvan Neyou,Imran Louza,Jaime Seoane,Suat Serdar,Përparim Hetemaj,Soualiho Meïté 428 | Zaydou Youssouf,AM,Josh Brownhill,Marc Cucurella,Dwight McNeil,Yunus Musah,Óscar Plano,Jóhann Berg Guðmundsson,Tete Morente,Daniel Caligiuri,Allan Nyom,Miguel Almirón 429 | Joachim Andersen,CB,Jonny Evans,Tosin Adarabioyo,Yeray Álvarez,Iñigo Martínez,Shkodran Mustafi,Marcelo,Sven Botman,Timothée Kolodziejczak,Unai Núñez,Óscar Duarte 430 | Marcelo,CB,José Fonte,Benoît Mukinayi,Damien Da Silva,Aritz Elustondo,José María Giménez,Jannik Vestergaard,Thiago Silva,John Brooks,Robin Le Normand,Romain Saïss 431 | Ambroise Oyongo,FB,Mikel Balenziaga,Jérôme Hergault,Fouad Chafik,Bartosz Bereszyński,Charlie Taylor,Charles Traore,Juan Cruz Armada,Cédric Brunner,Tyrick Mitchell,Ximo Navarro 432 | Miguel Trauco,FB,Djibril Sidibé,Marvin Plattenhardt,Conor Townsend,Vincent Le Goff,Bastian Oczipka,Christopher Trimmel,Vincent Manceau,Alex Telles,Andoni Gorosabel,Kieran Trippier 433 | Faitout Maouassa,FB,Álex Moreno,Giorgos Kiriakopoulos,Adrien Truffert,Romain Perraud,Mário Rui,Cédric Soares,Mihailo Ristić,Rogério,Mert Müldür,Patrick van Aanholt 434 | Stefan Mitrović,CB,Jeison Murillo,Dani Calvo,Daniel Congré,Bruno Alves,Manuel Gulde,Mouctar Diakhaby,Pablo Marí,Loïck Landre,Marcos Mauro López Gutiérrez,Conor Coady 435 | Habib Maïga,MF,Wataru Endo,Xaver Schlager,Andre-Frank Zambo Anguissa,Danny Latza,Mahdi Camara,Baptiste Santamaria,Mikel Vesga,Declan Rice,Youssouf Fofana,Dominik Kohr 436 | Moussa Dembélé,FW,Jean-Philippe Mateta,Michail Antonio,Edin Džeko,Patrik Schick,Sehrou Guirassy,Christian Benteke,Tammy Abraham,Erling Haaland,Irvin Cardona,Dominic Calvert-Lewin 437 | Jérémy Morel,CB,Andrea Masiello,Simone Iacoponi,Ivan Radovanović,Sergio Postigo,Luca Ceppitelli,Dylan Bronn,Jesús Vallejo,Unai García,Rúben Vezo,Javi Sánchez 438 | Jérémy Morel,FB,Loris Benito,Federico Barba,Antonio Barragán,Yuto Nagatomo,Mikel Balenziaga,Joel Ward,Carlos Neva,Ximo Navarro,Juan Cruz Armada,Martin Agirregabiria 439 | Remi Oudin,AM,Rubén García,Zinedine Ferhat,Jon Morcillo,Niclas Eliasson,Pedro León,Jakub Jankto,Matt Phillips,Antonio Puertas,Luis Rioja,Jóhann Berg Guðmundsson 440 | Mihailo Ristić,FB,Sébastien Corchia,Jorge Miramón,Enda Stevens,Christopher Lenz,Bastian Oczipka,Lucas Olaza,Sacha Boey,Gaetano Letizia,Kingsley Ehizibue,Hassane Kamara 441 | Valère Germain,FW,Santi Mina,Oliver McBurnie,Stefano Okaka,Raúl García,Shon Weissman,Lucas Boyé,Leonardo Pavoletti,Jaime Mata,Luuk de Jong,Josh Sargent 442 | Keylor Navas,GK,Edouard Mendy,Samir Handanović,Jan Oblak,Hugo Lloris,Yassine Bounou,David Ospina,Thibaut Courtois,Mike Maignan,David de Gea,Emiliano Martínez 443 | Valentin Rongier,MF,Eduardo Camavinga,Idrissa Gana Gueye,Andre-Frank Zambo Anguissa,Ismaël Bennacer,N'Golo Kanté,Geoffrey Kondogbia,Pierre Højbjerg,Tiemoué Bakayoko,Marko Rog,Djibril Sow 444 | Jean-Louis Leca,GK,Unai Simón,Bartłomiej Drągowski,Álvaro Fernández,Alban Lafont,Aitor Fernández,Joel Robles,Kasper Schmeichel,Fernando Pacheco,Rubén Blanco,Steve Mandanda 445 | Fouad Chafik,FB,Jérôme Hergault,Ghislain Konan,Muzinga Ngonda,Damián Suárez,Ronaël Pierre-Gabriel,Bartosz Bereszyński,Ola Aina,Johan Mojica,Vincent Manceau,Aihen Muñoz 446 | Dylan Bronn,CB,Andrea Masiello,Sebastiano Luperto,Rúben Vezo,Presnel Kimpembe,Ragnar Klavan,Unai García,Sebastian Walukiewicz,Dominique Heintz,Jérémy Morel,Pablo Insua 447 | Kevin Strootman,MF,Djibril Sow,Rodrigo Bentancur,N'Golo Kanté,Kalvin Phillips,Habib Maïga,Milan Badelj,Ander Herrera,Maxence Caqueret,Gastón Brugman,Danny Latza 448 | Abdoulaye Touré,MF,Carlos Soler,Jonjo Shelvey,Franck Kessié,Bryan Dabo,Gonzalo Melero,Roberto Gagliardini,Miha Zajc,Bryan Cristante,Ivan Rakitić,Edu Expósito 449 | Benjamin André,MF,James Milner,Boubacar Kamara,Marten de Roon,Wataru Endo,Rodrigo Bentancur,Djibril Sow,Ibrahima Sissoko,Pierre Højbjerg,Tyler Adams,N'Golo Kanté 450 | Anthony Lopes,GK,Pau López,Bernd Leno,Oliver Baumann,Pierluigi Gollini,Gianluigi Donnarumma,Ederson,Aitor Fernández,Wojciech Szczęsny,Manuel Neuer,Alisson 451 | Julien Laporte,CB,Robin Knoche,Wesley Hoedt,Steven Fortes,Luca Ceppitelli,Rúben Vezo,Dara O'Shea,Andrea Masiello,Joakim Nilsson,Jorge Meré,Jan Bednarek 452 | Andy Pelmard,CB,Presnel Kimpembe,Robson Bambu,Kalidou Koulibaly,Dominique Heintz,Makoto Hasebe,Marlon,Simone Iacoponi,Wesley Hoedt,Luiz Felipe,Niklas Moisander 453 | Andy Pelmard,FB,Loris Benito,Vincent Manceau,Antonio Barragán,Mikel Balenziaga,Thomas Foket,Fouad Chafik,Yuto Nagatomo,Hiroki Sakai,Juan Cruz Armada,Bartosz Bereszyński 454 | Xeka,MF,Ivan Rakitić,Marcelo Brozović,Jordan Veretout,Roberto Gagliardini,Abdoulaye Touré,Manu Trigueros,Maximilian Arnold,Manuel Locatelli,Diego Demme,Joan Jordán 455 | Stevan Jovetić,FW,Moanes Dabour,Luis Muriel,Cristiano Ronaldo,Zlatan Ibrahimović,Joaquín Correa,Karim Benzema,Gerard Moreno,Lautaro Martínez,Breel Embolo,Álvaro Morata 456 | Luis Henrique,AM,Bukayo Saka,Mattia Zaccagni,Joaquín,Federico Bernardeschi,Gio Reyna,Jorge de Frutos,Zinedine Ferhat,Jonathan Bamba,Emile Smith-Rowe,Roberto Pereyra 457 | Fodé Ballo-Touré,FB,Caio Henrique Oliveira Silva,Emerson,Timothy Castagne,Matt Doherty,Andoni Gorosabel,Mitchel Bakker,Lucas Digne,Domagoj Bradarić,Ruben Aguilar,Christopher Lenz 458 | Dalbert Henrique,FB,Cédric Soares,Andoni Gorosabel,Timothy Castagne,Matt Doherty,Gabriele Zappa,Marvin Plattenhardt,Matthieu Udol,Lucas Digne,Adrien Truffert,Héctor Bellerín 459 | Sada Thioub,AM,Jeremy Doku,Nabil Fekir,Gelson Martins,Gio Reyna,Nathan Redmond,Bryan,Rodrygo,Julian Brandt,Jonathan Bamba,Ademola Lookman 460 | Pierre Lees-Melou,MF,Mahmoud Dahoud,Stuart Dallas,Nicolás Domínguez,Adrien Rabiot,Ander Herrera,Aurélien Tchouaméni,Arturo Vidal,Jude Bellingham,Dominik Kohr,Rúben Neves 461 | Moreto Cassamã,MF,Didier Ibrahim Ndong,Harry Winks,Amadou Diawara,Christoph Kramer,Étienne Capoue,Victorien Angban,Tom Davies,Boubakary Soumaré,Maxime Gonalons,Morgan Schneiderlin 462 | Loris Benito,FB,Hiroki Sakai,Antonio Barragán,Vincent Manceau,Luca Vignali,Yuto Nagatomo,Federico Barba,Mikel Balenziaga,Fouad Chafik,Ben Davies,Joel Ward 463 | Yusuf Yazıcı,FW,Dries Mertens,Paulo Dybala,Karim Benzema,Luis Muriel,Memphis Depay,Musa Barrow,Alexis Sánchez,Alassane Pléa,Gerard Moreno,Kelechi Iheanacho 464 | Yusuf Yazıcı,AM,Ante Rebić,Leon Bailey,Pablo Sarabia,Mohamed Salah,Bruno Fernandes,Musa Barrow,Neymar,Son Heung-min,Ruslan Malinovskyi,Riyad Mahrez 465 | Laurent Koscielny,CB,Maya Yoshida,Paul Baysse,Gonzalo Verdú,Michael Keane,Duje Ćaleta-Car,Chris Smalling,Jack Robinson,Jan Bednarek,Simon Kjær,Vitorino Hilton 466 | Quentin Boisgard,AM,Rubén García,Fabián Orellana,Alexis Saelemaekers,Pablo Fornals,David Ferreiro,Gonçalo Guedes,Jean-Paul Boëtius,Ritsu Doan,Jon Morcillo,Jonathan Bamba 467 | Saidou Sow,CB,Julien Laporte,Pablo Insua,Jorge Meré,Steven Fortes,Fikayo Tomori,Wesley Hoedt,Jonathan Panzo,Ivan Radovanović,Alessandro Tuia,Wout Faes 468 | Dimitri Liénard,MF,Youri Tielemans,Nicolò Barella,Pascal Groß,Téji Savanier,Răzvan Marin,Federico Valverde,Imran Louza,Sebastian Rudy,Maximilian Arnold,Mateusz Klich 469 | Maxence Caqueret,MF,N'Golo Kanté,Djibril Sow,Rodrigo Bentancur,Mahmoud Dahoud,Marko Rog,Dani Ceballos,Fred,Remo Freuler,James McArthur,Kevin Strootman 470 | Jimmy Briand,FW,Santi Mina,Leonardo Pavoletti,Maxi Gómez,Kasper Dolberg,Stefano Okaka,Jaime Mata,Lois Diony,Jay Rodriguez,Borja Iglesias,Shon Weissman 471 | Vincent Pajot,MF,Paul Lasne,Thomas Delaney,Haris Belkebla,Walace,Isaac Hayden,Maxime Gonalons,Morgan Schneiderlin,Ibrahima Sissoko,Mickael Malsa,Adrián Cubas 472 | Romain Philippoteaux,AM,Bobby Reid,Jakub Jankto,Takashi Inui,Antonio Puertas,Luis Rioja,Nathanael Mbuku,Theo Walcott,Daniel Podence,Fabián Orellana,Eric Junior Dina Ebimbe 473 | Hicham Boudaoui,MF,Juraj Kucka,Jaime Seoane,Abdoulaye Doucouré,Suat Serdar,Conor Gallagher,Nahitan Nández,Gaetano Castrovilli,Adrien Rabiot,Giulio Maggiore,Hernani 474 | Luiz Araújo,AM,Hamed Junior Traorè,Nathan Redmond,Nicola Sansone,Ademola Lookman,Ayoze Pérez,Josip Brekalo,Romain Faivre,Lucas Moura,Ludovic Blas,Álex Berenguer 475 | Mama Samba Baldé,FW,Kike,Jonathan Calleri,Antonio Sanabria,Kevin Lasagna,Luuk de Jong,Richarlison,Stéphane Bahoken,Boulaye Dia,Stefano Okaka,Ante Budimir 476 | Mama Samba Baldé,AM,Richarlison,Roland Sallai,João Pedro,Gaëtan Laborde,Anwar El Ghazi,Pierre-Emerick Aubameyang,José Luis Morales,Portu,Kevin Volland,Trézéguet 477 | Youssouf Sabaly,FB,Daley Sinkgraven,Jorge Miramón,Benjamin Mendy,Elseid Hysaj,Rogério,Aaron Wan-Bissaka,Jordan Lotomba,Mateu Morey,Kyle Walker,Sead Kolašinac 478 | Yassine Benrahou,AM,David Ferreiro,Fabián Orellana,Bersant Celina,Dwight McNeil,Jean-Paul Boëtius,Matheus Pereira,Manu Trigueros,Moi Gómez,Gaël Kakuta,Franck Honorat 479 | Matthieu Dreyer,GK,Paul Bernardoni,Salvatore Sirigu,Jessy Moulin,Vicente Guaita,Bartłomiej Drągowski,Martin Dúbravka,Luigi Sepe,Jean-Louis Leca,Gautier Larsonneur,Rubén Blanco 480 | Jordan Lotomba,FB,Rogério,Mitchell Dijks,Ronaël Pierre-Gabriel,Hassane Kamara,Ander Capa,Sead Kolašinac,Fouad Chafik,Ryan Bertrand,Youssouf Sabaly,Alejandro Pozo Pozo 481 | Abdou Diallo,CB,Ștefan Radu,Dominique Heintz,Fabinho,Patric,Alessandro Bastoni,Igor Zubeldia,Jean-Kevin Duverne,Francesco Acerbi,Kevin Vogt,Presnel Kimpembe 482 | Abdou Diallo,FB,Loris Benito,Antonio Barragán,Fouad Chafik,José Ángel,Bastian Oczipka,Aihen Muñoz,Charlie Taylor,Dimitri Foulquier,Ben Davies,Hiroki Sakai 483 | Mohamed Simakan,CB,Rafael Tolói,Emre Can,Marvin Friedrich,Bryan Cristante,Lucas Martínez Quarta,Danilo D'Ambrosio,Gianluca Mancini,Moussa Niakhate,Óscar Mingueza,César Azpilicueta 484 | Mike Maignan,GK,Yassine Bounou,Thibaut Courtois,Edouard Mendy,Pierluigi Gollini,Ederson,Dean Henderson,Jan Oblak,Bernd Leno,David Ospina,Emiliano Martínez 485 | Moussa Konaté,FW,Krzysztof Piątek,Luuk de Jong,Habib Diallo,Simeon Nwankwo,Hwang Ui-jo,Chris Wood,Willian José,Antonio Sanabria,Shon Weissman,Kasper Dolberg 486 | Dante,CB,Sergio Ramos,Benoît Mukinayi,Guillermo Maripán,Lewis Dunk,Jules Koundé,Matthijs de Ligt,Gian Marco Ferrari,Leonardo Bonucci,Marquinhos,Harry Maguire 487 | Kelyan Guessoum,CB,Stefan Mitrović,Jorge Meré,Ivan Radovanović,Hugo Guillamón,Wout Faes,Luca Marrone,Bruno González,Conor Coady,Ragnar Klavan,Jonathan Panzo 488 | Dennis Appiah,FB,Fábio,Kingsley Ehizibue,Sacha Boey,Christopher Lenz,Damián Suárez,Carlos Clerc,Matty Cash,Sofiane Alakouch,Jorge Miramón,Rober Correa 489 | Pape Matar Sarr,MF,Cheick Doucouré,Declan Rice,Mario Lemina,Mickael Malsa,Mahdi Camara,Scott McTominay,Guido Rodríguez,Ivan Ilić,Fabien Lemoine,Tiemoué Bakayoko 490 | Leo Dubois,FB,Luke Shaw,Andrew Robertson,Cédric Soares,Marcelo,Giovanni Di Lorenzo,Yuri Berchiche,Thomas Meunier,Juan Cuadrado,Kieran Tierney,Mário Rui 491 | Pol Lirola,FB,Tariq Lamptey,Wilfried Singo,Marius Wolf,Bruno Peres,Arkadiusz Reca,Manuel Lazzari,Alfonso Pedraza,José Luis Gayà,Nahuel Molina,Pervis Estupiñán 492 | Islam Slimani,FW,André Silva,Wout Weghorst,Sasa Kalajdzic,Kevin Volland,Robert Lewandowski,Gianluca Lapadula,Dries Mertens,Ciro Immobile,Ollie Watkins,Álvaro Morata 493 | Jeremy Doku,AM,Ademola Lookman,Gelson Martins,Bryan,Angelo Fulgini,Dejan Kulusevski,Nathan Redmond,Nabil Fekir,Rony Lopes,Iker Muniain,Suso 494 | --------------------------------------------------------------------------------