diff --git a/prem-data/src/App.js b/prem-data/src/App.js
index 55f2522..255ee53 100644
--- a/prem-data/src/App.js
+++ b/prem-data/src/App.js
@@ -3,6 +3,7 @@ import { Route, Routes } from 'react-router-dom';
 import Home from './pages/home';
 import PlayerPage from './pages/player-page';
 import Compare from './pages/compare';
+import Create from './pages/create';
 
 function App() {
 
@@ -11,6 +12,7 @@ function App() {
         <Route path='/' element={<Home />}/>
         <Route path='/player/:playerName' element={<PlayerPage />}/>
         <Route path='/compare' element={<Compare />} />
+        <Route path='/create' element={<Create />} />
       </Routes>
   );
 }
diff --git a/prem-data/src/components/HomeBlog.js b/prem-data/src/components/HomeBlog.js
index 17ffbc7..e245311 100644
--- a/prem-data/src/components/HomeBlog.js
+++ b/prem-data/src/components/HomeBlog.js
@@ -13,7 +13,7 @@ export default function HomeBlog(){
             setPosts(data);
         }
         catch(error){
-            console.error('Error fetching players');
+            console.error('Error fetching blogs');
         }
         
     }
diff --git a/prem-data/src/components/autocomplete.js b/prem-data/src/components/autocomplete.js
index 92e4475..73816a3 100644
--- a/prem-data/src/components/autocomplete.js
+++ b/prem-data/src/components/autocomplete.js
@@ -33,7 +33,7 @@ const Autocompletion = ({setPlayer}) => {
     }, []);
 
     const handleClick = (value) => {
-        history(`/player/${value.standard_stats.name}`)
+        history(`/player/${value.name}`)
     }
 
     return(
diff --git a/prem-data/src/components/bar-chart/creation-barchart.js b/prem-data/src/components/bar-chart/creation-barchart.js
index a66472a..19f1663 100644
--- a/prem-data/src/components/bar-chart/creation-barchart.js
+++ b/prem-data/src/components/bar-chart/creation-barchart.js
@@ -10,47 +10,47 @@ export function CreationBars(stats, percentileGroup){
         <div className="bar-collection">
             <div className="bar-info">
                 <div className="bar-title">Expected Assists per 90</div>
-                <Bar props={statistics.standard_stats.xAG} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.xAG} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Assists per 90</div>
-                <Bar props={statistics.standard_stats.nonPenXG90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.nonPenXG90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Key Passes per 90</div>
-                <Bar props={statistics.passing_stats.keyPasses90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.keyPasses90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Goal Creating Actions per 90</div>
-                <Bar props={statistics.shot_goalCreation.goalCreateAct90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.goalCreateAct90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Goal Creating Actions from Live Balls per 90</div>
-                <Bar props={statistics.shot_goalCreation.liveBallGoalCreateAct90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.liveBallGoalCreateAct90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Goal Creating Actions from Dead Balls per 90</div>
-                <Bar props={statistics.shot_goalCreation.deadBallGoalCreateAct90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.deadBallGoalCreateAct90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Goal Creating Actions from Take-ons per 90</div>
-                <Bar props={statistics.shot_goalCreation.takeOnGoalCreateAct90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.takeOnGoalCreateAct90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Shot Creating Actions per 90</div>
-                <Bar props={statistics.shot_goalCreation.shotCreateAct90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.shotCreateAct90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Shot Creating Actions from Live Balls per 90</div>
-                <Bar props={statistics.shot_goalCreation.liveBallShotCreateAct90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.liveBallShotCreateAct90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Shot Creating Actions from Dead Balls per 90</div>
-                <Bar props={statistics.shot_goalCreation.deadBallShotCreateAct90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.deadBallShotCreateAct90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Shot Creating Actions from Take-ons per 90</div>
-                <Bar props={statistics.shot_goalCreation.takeOnShotCreateAct90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.takeOnShotCreateAct90} percentileGroup={stats.percentileGroup}/>
             </div>
         </div>
     )
diff --git a/prem-data/src/components/bar-chart/defensive-barchart.js b/prem-data/src/components/bar-chart/defensive-barchart.js
index 882030f..bb04df7 100644
--- a/prem-data/src/components/bar-chart/defensive-barchart.js
+++ b/prem-data/src/components/bar-chart/defensive-barchart.js
@@ -10,55 +10,55 @@ export function DefensiveBars(stats, percentileGroup){
         <div className="bar-collection">
             <div className="bar-info">
                 <div className="bar-title">Tackles and Interceptions per 90</div>
-                <Bar props={statistics.defensive_stats.tacklesAndInterceptions90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.tacklesAndInterceptions90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Tackles Attempted per 90</div>
-                <Bar props={statistics.defensive_stats.tacklesAttempted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.tacklesAttempted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Tackles Won per 90</div>
-                <Bar props={statistics.defensive_stats.tacklesWon90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.tacklesWon90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Tackles in Attacking 3rd per 90</div>
-                <Bar props={statistics.defensive_stats.tacklesInAttack3rd90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.tacklesInAttack3rd90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Tackles in Middle 3rd per 90</div>
-                <Bar props={statistics.defensive_stats.tacklesInMiddle3rd90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.tacklesInMiddle3rd90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Tackles in Defensive 3rd per 90</div>
-                <Bar props={statistics.defensive_stats.tacklesInDef3rd90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.tacklesInDef3rd90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Interceptions per 90</div>
-                <Bar props={statistics.defensive_stats.interceptions90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.interceptions90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Dribblers Challenged per 90</div>
-                <Bar props={statistics.defensive_stats.dribblersChallenged90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.dribblersChallenged90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Dribblers Tackled per 90</div>
-                <Bar props={statistics.defensive_stats.dribblersTackled90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.dribblersTackled90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Challenges Lost per 90</div>
-                <Bar props={statistics.defensive_stats.challengesLost90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.challengesLost90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Aerials Won per 90</div>
-                <Bar props={statistics.other_stats.aerialsWon90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.aerialsWon90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Aerials Lost per 90</div>
-                <Bar props={statistics.other_stats.aerialsLost90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.aerialsLost90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Blocks per 90</div>
-                <Bar props={statistics.defensive_stats.blocks90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.blocks90} percentileGroup={stats.percentileGroup}/>
             </div>
         </div>
     )
diff --git a/prem-data/src/components/bar-chart/involvement-barchart.js b/prem-data/src/components/bar-chart/involvement-barchart.js
index 3305c1c..f13d733 100644
--- a/prem-data/src/components/bar-chart/involvement-barchart.js
+++ b/prem-data/src/components/bar-chart/involvement-barchart.js
@@ -10,55 +10,55 @@ export function InvolvementBars(stats, percentileGroup){
         <div className="bar-collection">
             <div className="bar-info">
                 <div className="bar-title">Touches per 90</div>
-                <Bar props={statistics.possession_stats.touches90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.touches90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Touches in Attacking Penalty Area per 90</div>
-                <Bar props={statistics.possession_stats.touchesInAttackPenArea90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.touchesInAttackPenArea90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Touches in Attacking 3rd per 90</div>
-                <Bar props={statistics.possession_stats.touchesInAttack3rd90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.touchesInAttack3rd90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Touches in Middle 3rd per 90</div>
-                <Bar props={statistics.possession_stats.touchesInMiddle3rd90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.touchesInMiddle3rd90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Touches in Defensive 3rd per 90</div>
-                <Bar props={statistics.possession_stats.touchesInDef3rd90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.touchesInDef3rd90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Ball Recoveries per 90</div>
-                <Bar props={statistics.other_stats.ballRecoveries90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.ballRecoveries90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Successful Take-ons per 90</div>
-                <Bar props={statistics.possession_stats.successfulTakeOns90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.successfulTakeOns90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Take-ons Attempted per 90</div>
-                <Bar props={statistics.possession_stats.takeOnsAttempted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.takeOnsAttempted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Fouls Drawn per 90</div>
-                <Bar props={statistics.other_stats.foulsDrawn90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.foulsDrawn90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Fouls Committed per 90</div>
-                <Bar props={statistics.other_stats.foulsCommitted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.foulsCommitted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Times dispossessed per 90</div>
-                <Bar props={statistics.possession_stats.dispossessed90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.dispossessed90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Miscontrols per 90</div>
-                <Bar props={statistics.possession_stats.miscontrols90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.miscontrols90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Errors per 90</div>
-                <Bar props={statistics.defensive_stats.errors90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.errors90} percentileGroup={stats.percentileGroup}/>
             </div>
         </div>
     )
diff --git a/prem-data/src/components/bar-chart/passing-barchart.js b/prem-data/src/components/bar-chart/passing-barchart.js
index 9b13aec..2d4b8c8 100644
--- a/prem-data/src/components/bar-chart/passing-barchart.js
+++ b/prem-data/src/components/bar-chart/passing-barchart.js
@@ -10,47 +10,47 @@ export function PassingBars(stats, percentileGroup){
         <div className="bar-collection">
             <div className="bar-info">
                 <div className="bar-title">Passes Attempted per 90</div>
-                <Bar props={statistics.passing_stats.passesAttempted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.passesAttempted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Passes Completed per 90</div>
-                <Bar props={statistics.passing_stats.passesCompleted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.passesCompleted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Long Passes Attempted per 90</div>
-                <Bar props={statistics.passing_stats.longPassesAttempted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.longPassesAttempted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Long Passes Completed per 90</div>
-                <Bar props={statistics.passing_stats.longPassesCompleted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.longPassesCompleted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Medium Passes Attempted per 90</div>
-                <Bar props={statistics.passing_stats.mediumPassesAttempted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.mediumPassesAttempted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Medium Passes Completed per 90</div>
-                <Bar props={statistics.passing_stats.mediumPassesCompleted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.mediumPassesCompleted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Short Passes Attempted per 90</div>
-                <Bar props={statistics.passing_stats.shortPassesAttempted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.shortPassesAttempted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Short Passes Completed per 90</div>
-                <Bar props={statistics.passing_stats.shortPassesCompleted90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.shortPassesCompleted90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Crosses per 90</div>
-                <Bar props={statistics.pass_types.crosses90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.crosses90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Switches per 90</div>
-                <Bar props={statistics.pass_types.switches90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.switches90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Passes Offside per 90</div>
-                <Bar props={statistics.pass_types.passesOffside90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.passesOffside90} percentileGroup={stats.percentileGroup}/>
             </div>
         </div>
     )
diff --git a/prem-data/src/components/bar-chart/progression-barchart.js b/prem-data/src/components/bar-chart/progression-barchart.js
index 9d88410..87d213d 100644
--- a/prem-data/src/components/bar-chart/progression-barchart.js
+++ b/prem-data/src/components/bar-chart/progression-barchart.js
@@ -10,47 +10,47 @@ export function ProgressionBars(stats, percentileGroup){
         <div className="bar-collection">
             <div className="bar-info">
                 <div className="bar-title">Progressive Carries per 90</div>
-                <Bar props={statistics.standard_stats.progCarries90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.progCarries90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Carries per 90</div>
-                <Bar props={statistics.possession_stats.carries90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.carries90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Carries into Final 3rd per 90</div>
-                <Bar props={statistics.possession_stats.carriesIntoFinal3rd90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.carriesIntoFinal3rd90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Carries into Penalty Area per 90</div>
-                <Bar props={statistics.possession_stats.carriesIntoPenArea90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.carriesIntoPenArea90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Progressive Carrying Distance per 90</div>
-                <Bar props={statistics.possession_stats.progressiveCarryingDistance90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.progressiveCarryingDistance90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Progressive Passes per 90</div>
-                <Bar props={statistics.standard_stats.progressivePass90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.progressivePass90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Through Balls per 90</div>
-                <Bar props={statistics.pass_types.throughBalls90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.throughBalls90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Progressive Passes Received per 90</div>
-                <Bar props={statistics.standard_stats.progPassRec90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.progPassRec90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Passes Received per 90</div>
-                <Bar props={statistics.possession_stats.passesReceived90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.passesReceived90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Passes into Final 3rd per 90</div>
-                <Bar props={statistics.passing_stats.passesFinalThird90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.passesFinalThird90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Passes into Penalty Area per 90</div>
-                <Bar props={statistics.passing_stats.passesPenaltyArea90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.passesPenaltyArea90} percentileGroup={stats.percentileGroup}/>
             </div>
             
         </div>
diff --git a/prem-data/src/components/bar-chart/scoring-barchart.js b/prem-data/src/components/bar-chart/scoring-barchart.js
index a49ba7e..591b3f3 100644
--- a/prem-data/src/components/bar-chart/scoring-barchart.js
+++ b/prem-data/src/components/bar-chart/scoring-barchart.js
@@ -10,43 +10,43 @@ export function ScoringBars(stats, percentileGroup){
         <div className="bar-collection">
             <div className="bar-info">
                 <div className="bar-title">Expected Goals per 90</div>
-                <Bar props={statistics.standard_stats.xG90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.xG90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Non-penalty xG per 90</div>
-                <Bar props={statistics.standard_stats.nonPenXG90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.nonPenXG90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Goals per 90</div>
-                <Bar props={statistics.standard_stats.goals90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.goals90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Non-penalty Goals per 90</div>
-                <Bar props={statistics.standard_stats.nonPenGoals90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.nonPenGoals90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Goals minus xG</div>
-                <Bar props={statistics.shooting_stats.goalsMinusXG} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.goalsMinusXG} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Goals minus Non-penalty xG</div>
-                <Bar props={statistics.shooting_stats.nonPenGoalsMinusXG} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.nonPenGoalsMinusXG} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Non-penalty xG per Shot</div>
-                <Bar props={statistics.shooting_stats.nonPenXGPerShot90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.nonPenXGPerShot90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Shots per 90</div>
-                <Bar props={statistics.shooting_stats.shots90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.shots90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Shots on Target per 90</div>
-                <Bar props={statistics.shooting_stats.shotOnTarget90} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.shotOnTarget90} percentileGroup={stats.percentileGroup}/>
             </div>
             <div className="bar-info">
                 <div className="bar-title">Avg. Shot Distance from Goal</div>
-                <Bar props={statistics.shooting_stats.avgShotDistance} percentileGroup={stats.percentileGroup}/>
+                <Bar props={statistics.avgShotDistance} percentileGroup={stats.percentileGroup}/>
             </div>
         </div>
     )
diff --git a/prem-data/src/components/compare-page/compare-player-section.js b/prem-data/src/components/compare-page/compare-player-section.js
index 5b3f560..9408513 100644
--- a/prem-data/src/components/compare-page/compare-player-section.js
+++ b/prem-data/src/components/compare-page/compare-player-section.js
@@ -4,8 +4,9 @@ import './compare-player-section.css';
 import Autocompletion from "../autocomplete";
 import { CompareAttrList } from "./compare-attr-list";
 import RadarAxisMaker from "./compare-function";
+import { checkboxOptions } from "../miscellaneous-files/checkboxOptions";
 
-const ComparePlayerSection = ({setPlayer}) => {
+const ComparePlayerSection = () => {
 
     const [player1, setPlayer1] = useState();
     const [player2, setPlayer2] = useState();
@@ -14,77 +15,6 @@ const ComparePlayerSection = ({setPlayer}) => {
     const [percentileComparer1, setPercentileComparer1] = useState(0);
     const [percentileComparer2, setPercentileComparer2] = useState(0);
 
-    const options = ['Expected Goals per 90', 
-                        'Non-penalty xG per 90', 
-                        'Goals per 90',
-                        'Non-penalty Goals per 90',
-                        'Goals minus xG',
-                        'Goals minus Non-penalty xG',
-                        'Non-penalty xG per Shot',
-                        'Shots per 90',
-                        'Shots on Target per 90',
-                        'Avg. Shot Distance from Goal',
-                        'Expected Assists per 90',
-                        'Assists per 90',
-                        'Key Passes per 90',
-                        'Goal Creating Actions per 90',
-                        'Goal Creating Actions from Live Balls per 90',
-                        'Goal Creating Actions from Dead Balls per 90',
-                        'Goal Creating Actions from Take-ons per 90',
-                        'Shot Creating Actions per 90',
-                        'Shot Creating Actions from Live Balls per 90',
-                        'Shot Creating Actions from Dead Balls per 90',
-                        'Shot Creating Actions from Take-ons per 90',
-                        'Progressive Carries per 90',
-                        'Carries per 90',
-                        'Carries into Final 3rd per 90',
-                        'Carries into Penalty Area per 90',
-                        'Progressive Carrying Distance per 90',
-                        'Progressive Passes per 90',
-                        'Through Balls per 90',
-                        'Progressive Passes Received per 90',
-                        'Passes Received per 90',
-                        'Passes into Final 3rd per 90',
-                        'Passes into Penalty Area per 90',
-                        'Touches per 90',
-                        'Touches in Attacking Penalty Area per 90',
-                        'Touches in Attacking 3rd per 90',
-                        'Touches in Middle 3rd per 90',
-                        'Touches in Defensive 3rd per 90',
-                        'Ball Recoveries per 90',
-                        'Successful Take-ons per 90',
-                        'Take-ons Attempted per 90',
-                        'Fouls Drawn per 90',
-                        'Fouls Committed per 90',
-                        'Times dispossessed per 90',
-                        'Miscontrols per 90',
-                        'Errors per 90',
-                        'Passes Attempted per 90',
-                        'Passes Completed per 90',
-                        'Long Passes Attempted per 90',
-                        'Long Passes Completed per 90',
-                        'Medium Passes Attempted per 90',
-                        'Medium Passes Completed per 90',
-                        'Short Passes Attempted per 90',
-                        'Short Passes Completed per 90',
-                        'Crosses per 90',
-                        'Switches per 90',
-                        'Passes Offside per 90',
-                        'Tackles and Interceptions per 90',
-                        'Tackles Attempted per 90',
-                        'Tackles Won per 90',
-                        'Tackles in Attacking 3rd per 90',
-                        'Tackles in Middle 3rd per 90',
-                        'Tackles in Defensive 3rd per 90',
-                        'Interceptions per 90',
-                        'Dribblers Challenged per 90',
-                        'Dribblers Tackled per 90',
-                        'Challenges Lost per 90',
-                        'Aerials Won per 90',
-                        'Aerials Lost per 90',
-                        'Blocks per 90'
-                    ];
-
     const handleCheckboxChange = (checkedItems) => {
         setSelectedItems(checkedItems);
     };
@@ -105,7 +35,7 @@ const ComparePlayerSection = ({setPlayer}) => {
         <div className="compare-body">
             <div className="compare-player-input">
                 <div className="compare-attributes">
-                    <CompareAttrList options={options} onCheckboxChange={handleCheckboxChange} />
+                    <CompareAttrList options={checkboxOptions} onCheckboxChange={handleCheckboxChange} />
                 </div>
             </div>
             <div className="player-display">
diff --git a/prem-data/src/components/home-layer-1/pl-table.js b/prem-data/src/components/home-layer-1/pl-table.js
index 44a65b6..42a12ef 100644
--- a/prem-data/src/components/home-layer-1/pl-table.js
+++ b/prem-data/src/components/home-layer-1/pl-table.js
@@ -128,7 +128,7 @@ export default function BasicTabs() {
         setView(id);
     }
 
-    console.log(data);
+    console.log(data[0]);
     
     //Aspect ratio is used on the Responsive container to prevent it from stretching to an awkward degree on different screens
 
@@ -168,7 +168,6 @@ export default function BasicTabs() {
                                     </Scatter>
                                 </ScatterChart>
                             </ResponsiveContainer>
-                            
                         </div>
                     </div>
                     )
diff --git a/prem-data/src/components/miscellaneous-files/checkboxOptions.js b/prem-data/src/components/miscellaneous-files/checkboxOptions.js
new file mode 100644
index 0000000..4ac458a
--- /dev/null
+++ b/prem-data/src/components/miscellaneous-files/checkboxOptions.js
@@ -0,0 +1,70 @@
+export const checkboxOptions = ['Expected Goals per 90', 
+'Non-penalty xG per 90', 
+'Goals per 90',
+'Non-penalty Goals per 90',
+'Goals minus xG',
+'Goals minus Non-penalty xG',
+'Non-penalty xG per Shot',
+'Shots per 90',
+'Shots on Target per 90',
+'Avg. Shot Distance from Goal',
+'Expected Assists per 90',
+'Assists per 90',
+'Key Passes per 90',
+'Goal Creating Actions per 90',
+'Goal Creating Actions from Live Balls per 90',
+'Goal Creating Actions from Dead Balls per 90',
+'Goal Creating Actions from Take-ons per 90',
+'Shot Creating Actions per 90',
+'Shot Creating Actions from Live Balls per 90',
+'Shot Creating Actions from Dead Balls per 90',
+'Shot Creating Actions from Take-ons per 90',
+'Progressive Carries per 90',
+'Carries per 90',
+'Carries into Final 3rd per 90',
+'Carries into Penalty Area per 90',
+'Progressive Carrying Distance per 90',
+'Progressive Passes per 90',
+'Through Balls per 90',
+'Progressive Passes Received per 90',
+'Passes Received per 90',
+'Passes into Final 3rd per 90',
+'Passes into Penalty Area per 90',
+'Touches per 90',
+'Touches in Attacking Penalty Area per 90',
+'Touches in Attacking 3rd per 90',
+'Touches in Middle 3rd per 90',
+'Touches in Defensive 3rd per 90',
+'Ball Recoveries per 90',
+'Successful Take-ons per 90',
+'Take-ons Attempted per 90',
+'Fouls Drawn per 90',
+'Fouls Committed per 90',
+'Times dispossessed per 90',
+'Miscontrols per 90',
+'Errors per 90',
+'Passes Attempted per 90',
+'Passes Completed per 90',
+'Long Passes Attempted per 90',
+'Long Passes Completed per 90',
+'Medium Passes Attempted per 90',
+'Medium Passes Completed per 90',
+'Short Passes Attempted per 90',
+'Short Passes Completed per 90',
+'Crosses per 90',
+'Switches per 90',
+'Passes Offside per 90',
+'Tackles and Interceptions per 90',
+'Tackles Attempted per 90',
+'Tackles Won per 90',
+'Tackles in Attacking 3rd per 90',
+'Tackles in Middle 3rd per 90',
+'Tackles in Defensive 3rd per 90',
+'Interceptions per 90',
+'Dribblers Challenged per 90',
+'Dribblers Tackled per 90',
+'Challenges Lost per 90',
+'Aerials Won per 90',
+'Aerials Lost per 90',
+'Blocks per 90'
+];
\ No newline at end of file
diff --git a/prem-data/src/components/miscellaneous-files/naming.js b/prem-data/src/components/miscellaneous-files/naming.js
index 139f3ce..9764c45 100644
--- a/prem-data/src/components/miscellaneous-files/naming.js
+++ b/prem-data/src/components/miscellaneous-files/naming.js
@@ -1,5 +1,5 @@
 export const normalizeNames = {'Expected Goals per 90': 'xG90',
-'Non-penalty xG per 90': 'nonPenXGPerShot90',
+'Non-penalty xG per 90': 'nonPenXG90',
 'Goals per 90' : 'goals90',
 'Non-penalty Goals per 90': 'nonPenGoals90',
 'Goals minus xG': 'goalsMinusXG',
diff --git a/prem-data/src/components/player-tab.js b/prem-data/src/components/player-tab.js
index 974f914..daf4fb3 100644
--- a/prem-data/src/components/player-tab.js
+++ b/prem-data/src/components/player-tab.js
@@ -29,7 +29,7 @@ export const PlayerTab = ({player}) => {
     const history = useNavigate();
 
     const handleClick = (player) => {
-        history(`/player/${player.standard_stats.name}`)
+        history(`/player/${player.name}`)
     }
 
     return(
diff --git a/prem-data/src/components/taskbar/taskbar.js b/prem-data/src/components/taskbar/taskbar.js
index f4271be..a0e059c 100644
--- a/prem-data/src/components/taskbar/taskbar.js
+++ b/prem-data/src/components/taskbar/taskbar.js
@@ -6,10 +6,11 @@ function Taskbar() {
 
     return(
         <nav className="taskbar">
-            <div className="logo">Here</div>
+            <Link to={`/`} className="logo">Here</Link>
             <ul>
                 <li> <Link to={`/compare`}>Compare</Link></li>
                 <li> <Link to={`/blog`}>Blog</Link></li>
+                <li> <Link to={`/create`}>Create</Link></li>
             </ul>
         </nav>
     )
diff --git a/prem-data/src/pages/create.js b/prem-data/src/pages/create.js
new file mode 100644
index 0000000..06331e9
--- /dev/null
+++ b/prem-data/src/pages/create.js
@@ -0,0 +1,137 @@
+import React, { useState } from 'react';
+import Taskbar from '../components/taskbar/taskbar';
+import { CompareAttrList } from '../components/compare-page/compare-attr-list';
+import { checkboxOptions } from '../components/miscellaneous-files/checkboxOptions';
+import {Autocomplete} from '@mui/material';
+import TextField from '@mui/material/TextField';
+import { normalizeNames } from '../components/miscellaneous-files/naming';
+import { ScatterChart, Scatter, XAxis, YAxis, ZAxis, CartesianGrid, Tooltip, ResponsiveContainer, Cell, Legend } from 'recharts';
+import './page-style.css';
+import '../components/home-layer-1/layer1-style.css';
+
+const cellDummyProps = {
+    width: 0,
+    height: 0,
+    x: 0,
+    y: 0,
+};
+
+const CustomTooltip = ({ active, payload, label }) => {
+    console.log(payload)
+    if (active && payload && payload.length) {
+      return (
+        <div className="custom-tooltip">
+            <p className="label">{`Name : ${payload[0].payload.playerName}`}</p>
+            <p className="label">{`${payload[0].name} : ${payload[0].payload.stat1}`}</p>
+            <p className="label">{`${payload[1].name} : ${payload[0].payload.stat2}`}</p>
+        </div>
+      );
+    }
+  
+    return null;
+};
+
+function dataAdjuster(players1, players2, option1, option2){
+    let holder = [];
+    for(let i = 0; i < players1.length; i++){
+        var playerInfo1 = {playerName: players1[i].name , stat1: players1[i][option1][0], stat2: players1[i][option2][0]}
+        if(players1[i].name === "Mason Holgate"){console.log(players1[i][option1][0])}
+        holder.push(playerInfo1)
+    }
+    for(let i = 0; i < players2.length; i++){
+        var playerInfo2 = {playerName: players2[i].name , stat1: players2[i][option1][0], stat2: players2[i][option2][0]}
+        if(players2[i].name === "Mason Holgate"){console.log(players2[i][option1]); console.log(option1)}
+        holder.push(playerInfo2)
+    }
+    console.log(holder)
+    return holder
+}
+
+function Create(){
+
+    const [option1, setOption1] = useState("");
+    const [option2, setOption2] = useState("");
+    const [graphInfo, setGraphInfo] = useState([]);
+
+    const fetchData = async (option1, option2) => {
+
+        option1 = normalizeNames[option1]
+        option2 = normalizeNames[option2]
+
+        try{
+            const response1 = await fetch(`http://localhost:3001/create/${option1}`);
+            const response2 = await fetch(`http://localhost:3001/create/${option2}`);
+            const data1 = await response1.json();
+            const data2 = await response2.json();
+            
+            let info = dataAdjuster(data1, data2,  option1, option2)
+            setGraphInfo(info)
+            //console.log(data2)
+        }
+        catch(error){
+            console.error('Error  fetching players', error);
+        }
+    }
+
+    const handleClick = (option1, option2) => {
+        fetchData(option1, option2);
+    }
+
+    return(
+        <div className='create-page'>
+            <Taskbar />
+            <div className='create-body'>
+                <div className='set-graph'>
+                    <Autocomplete
+                        disablePortal
+                        options={checkboxOptions}
+                        limitTags={5}
+                        onChange={(event, newChange) => {
+                            setOption1(newChange);
+                        }}
+                        getOptionLabel={(option) => option}
+                        renderInput={(params) => 
+                            <TextField {...params} label="Statistics" 
+                                sx={{backgroundColor: "white", borderRadius:"8px"}}
+                            />}
+                    />
+                    <Autocomplete
+                        disablePortal
+                        options={checkboxOptions}
+                        limitTags={5}
+                        onChange={(event, newChange) => {
+                            setOption2(newChange);
+                        }}
+                        getOptionLabel={(option) => option}
+                        renderInput={(params) => 
+                            <TextField {...params} label="Statistics" 
+                                sx={{backgroundColor: "white", borderRadius:"8px"}}
+                            />}
+                    />
+                    <button onClick={() => {handleClick(option1, option2);}}>Generate</button>
+                </div>
+                <div className='create-graph'>
+
+                            {option1.length !== 0 && option2 &&
+                                <ResponsiveContainer width="99%" height="90%" aspect={1.4}> 
+                                    <ScatterChart>
+                                        <CartesianGrid />
+                                        <ZAxis type="string" dataKey="clubname" name="club" />
+                                        <XAxis type="number" dataKey="stat1" name={option1} />
+                                        <YAxis type="number" dataKey="stat2" name={option2} />
+                                        <Tooltip cursor={{ strokeDasharray: '3 3' }} content={<CustomTooltip />}/>
+                                        <Scatter name="clubname" data={graphInfo} fill="#8884d8" >
+                                            {graphInfo.map((entry, index) => (
+                                                <Cell key={`cell-${entry}`} fill="#8884d8" {...cellDummyProps}/>
+                                            ))}
+                                        </Scatter>
+                                    </ScatterChart>
+                                </ResponsiveContainer>}
+                </div>
+            </div>
+            
+        </div>
+    )
+}
+
+export default Create;
\ No newline at end of file
diff --git a/prem-data/src/pages/page-style.css b/prem-data/src/pages/page-style.css
index c767c30..a77dba7 100644
--- a/prem-data/src/pages/page-style.css
+++ b/prem-data/src/pages/page-style.css
@@ -158,6 +158,17 @@
     width: 100%;
     box-sizing: border-box;
 }
+.create-body{
+    display: flex;
+    margin-top: 20px;
+}
+.set-graph{
+    width: 30%;
+}
+.create-graph{
+    width: 70%;
+
+}
 
 @media screen and (max-width: 1023px) {
     .percentile-polar-chart{
diff --git a/prem-data/src/pages/player-page-body/player-page-functions.js b/prem-data/src/pages/player-page-body/player-page-functions.js
index fec2d5f..5333a1a 100644
--- a/prem-data/src/pages/player-page-body/player-page-functions.js
+++ b/prem-data/src/pages/player-page-body/player-page-functions.js
@@ -20,25 +20,25 @@ export function playerCardDisplayLabels(position, playerInfo, positionInArray){
 
     if(position === "FW" || position === "AM"){
         var positionData = [
-            playerInfo.standard_stats.nonPenXG90[positionInArray],
-            playerInfo.standard_stats.goals90[positionInArray],
-            playerInfo.shooting_stats.nonPenGoalsMinusXG[positionInArray],
-            playerInfo.shooting_stats.shots90[positionInArray],
+            playerInfo.nonPenXG90[positionInArray],
+            playerInfo.goals90[positionInArray],
+            playerInfo.nonPenGoalsMinusXG[positionInArray],
+            playerInfo.shots90[positionInArray],
     
-            playerInfo.shot_goalCreation.shotCreateAct90[positionInArray],
-            playerInfo.passing_stats.keyPasses90[positionInArray],
-            playerInfo.passing_stats.xA90[positionInArray],
-            playerInfo.standard_stats.assists90[positionInArray],
+            playerInfo.shotCreateAct90[positionInArray],
+            playerInfo.keyPasses90[positionInArray],
+            playerInfo.xA90[positionInArray],
+            playerInfo.assists90[positionInArray],
     
-            playerInfo.standard_stats.progressivePass90[positionInArray],
-            playerInfo.standard_stats.progCarries90[positionInArray],
-            playerInfo.passing_stats.passesPenaltyArea90[positionInArray],
-            playerInfo.passing_stats.passesFinalThird90[positionInArray],
+            playerInfo.progressivePass90[positionInArray],
+            playerInfo.progCarries90[positionInArray],
+            playerInfo.passesPenaltyArea90[positionInArray],
+            playerInfo.passesFinalThird90[positionInArray],
     
-            playerInfo.possession_stats.successfulTakeOns90[positionInArray],
-            playerInfo.possession_stats.takeOnsAttempted90[positionInArray],
-            playerInfo.possession_stats.touches90[positionInArray],
-            playerInfo.possession_stats.passesReceived90[positionInArray],
+            playerInfo.successfulTakeOns90[positionInArray],
+            playerInfo.takeOnsAttempted90[positionInArray],
+            playerInfo.touches90[positionInArray],
+            playerInfo.passesReceived90[positionInArray],
             
         ];
         var relevantPositionData = [
@@ -65,25 +65,25 @@ export function playerCardDisplayLabels(position, playerInfo, positionInArray){
     else if(position === "MF"){
 
         var positionData = [
-            playerInfo.standard_stats.nonPenXG90[positionInArray],
-            playerInfo.standard_stats.goals90[positionInArray],
-            playerInfo.passing_stats.xA90[positionInArray],
-            playerInfo.standard_stats.assists90[positionInArray],
+            playerInfo.nonPenXG90[positionInArray],
+            playerInfo.goals90[positionInArray],
+            playerInfo.xA90[positionInArray],
+            playerInfo.assists90[positionInArray],
     
-            playerInfo.shot_goalCreation.shotCreateAct90[positionInArray],
-            playerInfo.passing_stats.keyPasses90[positionInArray],
-            playerInfo.passing_stats.passesFinalThird90[positionInArray],
-            playerInfo.passing_stats.passesPenaltyArea90[positionInArray],
+            playerInfo.shotCreateAct90[positionInArray],
+            playerInfo.keyPasses90[positionInArray],
+            playerInfo.passesFinalThird90[positionInArray],
+            playerInfo.passesPenaltyArea90[positionInArray],
     
-            playerInfo.standard_stats.progressivePass90[positionInArray],
-            playerInfo.standard_stats.progCarries90[positionInArray],
-            playerInfo.possession_stats.passesReceived90[positionInArray],
-            playerInfo.possession_stats.touches90[positionInArray],
+            playerInfo.progressivePass90[positionInArray],
+            playerInfo.progCarries90[positionInArray],
+            playerInfo.passesReceived90[positionInArray],
+            playerInfo.touches90[positionInArray],
     
-            parseInt(playerInfo.passing_stats.passCompletionPercent[positionInArray]),
-            playerInfo.defensive_stats.tacklesAndInterceptions90[positionInArray],
-            playerInfo.other_stats.ballRecoveries90[positionInArray],
-            playerInfo.possession_stats.dispossessed90[positionInArray],
+            parseInt(playerInfo.passCompletionPercent[positionInArray]),
+            playerInfo.tacklesAndInterceptions90[positionInArray],
+            playerInfo.ballRecoveries90[positionInArray],
+            playerInfo.dispossessed90[positionInArray],
         ];
 
         var relevantPositionData = [
@@ -111,25 +111,25 @@ export function playerCardDisplayLabels(position, playerInfo, positionInArray){
     }
     else if(position === "FB" || position === "CB"){
         var positionData = [
-            playerInfo.standard_stats.nonPenXG90[positionInArray],
-            playerInfo.standard_stats.goals90[positionInArray],
-            playerInfo.passing_stats.xA90[positionInArray],
-            playerInfo.standard_stats.assists90[positionInArray],
+            playerInfo.nonPenXG90[positionInArray],
+            playerInfo.goals90[positionInArray],
+            playerInfo.xA90[positionInArray],
+            playerInfo.assists90[positionInArray],
     
-            playerInfo.standard_stats.progressivePass90[positionInArray],
-            playerInfo.standard_stats.progCarries90[positionInArray],
-            playerInfo.passing_stats.passesCompleted90[positionInArray],
-            parseInt(playerInfo.passing_stats.passCompletionPercent[positionInArray]),
+            playerInfo.progressivePass90[positionInArray],
+            playerInfo.progCarries90[positionInArray],
+            playerInfo.passesCompleted90[positionInArray],
+            parseInt(playerInfo.passCompletionPercent[positionInArray]),
     
-            playerInfo.defensive_stats.tacklesAndInterceptions90[positionInArray],
-            parseInt(playerInfo.defensive_stats.percentDribblersTackled90[positionInArray]),
-            playerInfo.other_stats.ballRecoveries90[positionInArray],
-            playerInfo.possession_stats.touches90[positionInArray],
+            playerInfo.tacklesAndInterceptions90[positionInArray],
+            parseInt(playerInfo.percentDribblersTackled90[positionInArray]),
+            playerInfo.ballRecoveries90[positionInArray],
+            playerInfo.touches90[positionInArray],
     
-            parseInt(playerInfo.other_stats.percentAerialsWon[positionInArray]),
-            playerInfo.other_stats.aerialsWon90[positionInArray],
-            playerInfo.defensive_stats.errors90[positionInArray],
-            playerInfo.possession_stats.dispossessed90[positionInArray],
+            parseInt(playerInfo.percentAerialsWon[positionInArray]),
+            playerInfo.aerialsWon90[positionInArray],
+            playerInfo.errors90[positionInArray],
+            playerInfo.dispossessed90[positionInArray],
         ];
 
         var relevantPositionData = [
diff --git a/prem-data/src/pages/player-page.js b/prem-data/src/pages/player-page.js
index 1b7da1e..ba7a395 100644
--- a/prem-data/src/pages/player-page.js
+++ b/prem-data/src/pages/player-page.js
@@ -1,6 +1,7 @@
 import React, {useState, useEffect} from "react";
 import { useParams } from "react-router-dom";
 import PlayerPageBody from "./player-page-body/player-page-body";
+import Taskbar from "../components/taskbar/taskbar";
 import axios from 'axios';
 import './page-style.css';
 
@@ -39,6 +40,8 @@ function PlayerPage() {
     };
 
     return(
+      <div>
+        <Taskbar />
         <div className="player-page">
           <div className="player-page-container">
             <div className="player-header">
@@ -54,6 +57,7 @@ function PlayerPage() {
             </div>
           </div>
         </div>
+      </div>
     )
 }
 
diff --git a/pythonCode/Brighton-and-Hove-Albion-Stats.txt b/pythonCode/Brighton-and-Hove-Albion-Stats.txt
new file mode 100644
index 0000000..2291f6c
--- /dev/null
+++ b/pythonCode/Brighton-and-Hove-Albion-Stats.txt
@@ -0,0 +1,37 @@
+
+Robert Sánchez
+GK      1.30,63      3.22,5      2.00,5      66.2%,45      0.48,73      0.22,52      0.30,27      0.26,52      26.1%,52      0.26,95      0.22,9      0.04,80      0.00,39      16.7%,55      0.00,73      0.17,48      0.13,16      1.05,88      0.25,16      -0.12,45      2.61,9      8.91,23      29.3%,23      28.04,59      4.48,38      24.2%,20      28.9,20      5.70,23      37.4%,23      35.1,29      9.96,9      0.74,38      7.4%,66      0.57,13      12.3,16       https://fbref.com/req/202302030/images/headshots/6a713852_2022.jpg
+Marc Cucurella
+FB      0.00,25      0.11,80      0.11,61      0.00,25      0.00,50      0.00,50      0.22,32      0.00,54      0.02,30      0.02,30      0.03,20      0.05,15      1.62,45      3.93,61      3.50,51      0.38,32      0.00,10      0.0%,10      0.00,25      19.70,39      0.00,43      0.06,43      -0.02,33      -0.02,33      58.71,85      69.64,85      84.3%,87      893.38,81      275.55,73      32.32,89      34.85,89      92.7%,86      21.33,80      24.40,78      87.4%,84      3.18,64      5.92,54      53.6%,67      0.05,36      0.59,46      4.15,80      0.65,32      0.32,49      58.87,85      10.34,80      1.51,81      0.00,20      0.11,34      2.37,55      8.13,73      0.70,78      0.43,81      0.16,77      0.00,47      0.43,2      1.40,34      1.45,40      1.13,38      0.32,80      0.00,26      0.00,16      0.00,19      0.00,30      0.16,61      0.11,55      0.05,91      0.00,45      0.00,40      0.00,45      0.00,48      3.55,97      1.78,92      2.15,96      0.81,74      0.59,97      1.62,87      3.23,92      50.0%,23      1.62,7      1.51,79      0.43,68      1.08,78      0.86,26      4.42,89      2.59,58      0.05,31      80.25,85      3.39,38      25.31,89      36.19,81      19.28,70      0.65,16      80.25,85      0.75,21      0.27,15      35.7%,27      0.32,73      42.9%,45      42.39,80      172.62,60      96.79,66      1.08,40      0.11,32      0.75,70      0.32,72      48.80,81      0.00,50      0.86,66      1.13,74      0.05,45      0.00,45      0.00,66      0.00,56      6.46,86      0.86,33      0.70,89      55.2%,62       https://fbref.com/req/202302030/images/headshots/1daec722_2022.jpg
+Joël Veltman
+FB,CB      0.04,60,62      0.04,51,73      0.08,54,61      0.04,60,62      0.00,50,50      0.00,50,50      0.25,26,25      0.00,54,52      0.07,81,77      0.07,81,77      0.03,17,64      0.10,48,75      1.77,56,94      6.29,86,96      2.02,19,96      0.62,63,66      0.21,70,78      33.3%,75,68      0.07,62,59      0.20,48,47      16.30,61,10      0.00,43,46      0.12,89,71      -0.03,21,35      -0.03,21,35      51.87,77,61      62.19,74,62      83.4%,81,43      897.94,83,49      292.09,80,35      21.88,52,73      24.43,51,77      89.6%,58,42      25.67,91,50      29.25,89,55      87.8%,87,30      3.46,70,28      5.84,52,22      59.2%,83,59      0.05,31,87      0.41,21,87      6.46,93,96      0.53,20,93      0.16,20,94      52.90,77,51      9.01,60,98      1.40,78,61      0.04,49,59      0.12,40,15      0.95,17,96      7.61,56,98      0.00,30,48      0.00,34,49      0.00,36,49      0.00,47,50      0.29,17,13      1.19,54,4      1.48,44,94      1.23,48,94      0.16,66,94      0.00,26,41      0.04,39,39      0.00,19,36      0.04,68,82      0.16,63,87      0.12,63,81      0.00,40,47      0.00,45,49      0.04,87,92      0.00,45,46      0.00,48,49      2.55,78,96      1.32,58,87      1.81,87,98      0.58,44,71      0.16,38,88      1.52,85,97      2.34,72,97      64.9%,66,65      0.82,40,13      1.11,42,36      0.33,48,9      0.78,46,4      0.78,20,18      3.33,58,78      2.10,36,4      0.00,75,83      71.57,70,62      3.78,57,2      23.16,78,4      36.81,84,75      12.05,25,94      0.95,33,48      71.57,70,62      0.82,23,92      0.21,10,54      25.0%,9,10      0.33,70,3      40.0%,53,27      39.16,74,52      182.47,66,51      91.85,60,44      1.32,58,92      0.08,21,81      0.82,62,6      0.41,63,2      43.81,73,54      0.00,50,52      1.11,37,10      1.56,91,96      0.00,80,74      0.00,45,48      0.04,17,27      0.00,56,63      5.14,39,43      1.07,48,3      0.74,86,96      59.1%,77,41       https://fbref.com/req/202302030/images/headshots/dad4b285_2022.jpg
+Leandro Trossard
+AM,FW      0.32,77,57      0.48,98,99      0.80,95,91      0.32,78,60      0.00,40,32      0.00,40,30      0.04,86,84      0.00,53,53      0.25,61,26      0.25,70,31      0.27,88,96      0.52,85,70      3.05,54,87      4.97,81,96      8.82,74,92      2.20,66,36      0.88,74,43      40.0%,74,54      0.15,80,64      0.36,66,59      15.70,72,36      0.00,29,36      0.11,57,25      +0.07,79,84      +0.07,77,82      29.09,64,96      39.31,70,97      74.0%,43,62      480.53,74,99      137.08,82,97      14.59,51,87      17.11,45,86      85.2%,50,80      10.30,76,99      13.46,79,99      76.5%,47,59      3.01,80,99      4.89,74,96      61.5%,74,64      0.24,95,99      1.80,74,97      2.48,74,92      2.20,95,99      0.48,89,97      36.06,68,97      3.01,71,92      0.24,51,84      0.60,97,99      0.56,91,97      3.61,75,92      0.96,89,99      1.24,69,94      0.88,79,94      0.04,59,92      0.00,40,47      0.24,20,11      1.56,16,4      3.41,60,87      2.48,66,91      0.28,68,94      0.32,72,74      0.20,44,42      0.12,28,33      0.00,21,28      0.72,91,99      0.52,93,99      0.04,81,94      0.12,89,94      0.00,27,27      0.04,76,67      0.00,43,47      0.88,20,52      0.52,27,55      0.44,41,79      0.12,2,13      0.32,51,65      0.28,15,53      1.04,24,70      26.9%,11,35      0.76,61,26      1.40,81,94      0.00,15,14      1.40,87,4      0.48,55,86      1.36,24,69      0.16,4,9      0.04,9,9      50.65,68,97      0.48,16,16      5.05,34,84      18.31,54,87      28.01,80,97      5.33,76,72      50.65,68,97      2.64,27,62      1.16,34,64      43.9%,58,58      1.00,76,47      37.9%,79,84      32.18,72,99      193.50,59,97      92.12,60,96      1.72,43,84      1.36,66,84      2.24,47,69      1.96,21,30      37.99,75,96      0.00,51,50      0.76,74,89      1.20,44,55      0.32,32,74      0.04,79,74      0.00,56,53      0.00,52,50      4.45,41,89      0.28,22,6      0.60,88,99      31.8%,47,30       https://fbref.com/req/202302030/images/headshots/38ceb24a_2022.jpg
+Lewis Dunk
+CB      0.03,52      0.00,32      0.03,36      0.03,52      0.00,50      0.00,50      0.11,64      0.00,52      0.05,48      0.05,48      0.03,60      0.08,48      0.53,55      4.39,83      0.14,35      0.61,65      0.08,31      13.6%,27      0.05,53      0.33,57      11.70,51      0.03,92      0.08,26      -0.02,50      -0.02,50      80.89,98      89.56,98      90.3%,87      1523.78,98      554.12,98      29.62,91      31.34,91      94.5%,90      42.37,98      44.46,96      95.3%,93      7.75,96      11.89,97      65.2%,76      0.03,61      0.25,52      4.95,85      0.25,76      0.03,62      85.14,98      4.33,83      3.08,98      0.11,82      0.58,76      0.06,31      0.28,43      0.00,48      0.00,49      0.00,49      0.00,50      0.08,76      0.36,54      0.89,65      0.86,81      0.00,30      0.00,41      0.03,33      0.00,36      0.00,36      0.06,45      0.06,54      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      0.83,12      0.53,19      0.53,19      0.25,15      0.06,48      0.50,28      1.14,55      43.9%,7      0.64,23      1.03,29      0.75,57      0.28,13      0.94,27      1.78,17      2.25,6      0.03,64      96.17,98      11.89,93      46.26,98      47.57,92      2.70,49      0.94,46      96.17,98      0.14,15      0.11,24      80.0%,80      0.00,88      0.0%,88      63.74,98      317.04,92      175.80,90      0.58,66      0.00,27      0.36,57      0.14,56      71.86,97      0.00,52      0.50,76      0.75,83      0.03,45      0.00,48      0.11,4      0.03,24      7.03,92      1.89,33      1.31,50      59.1%,41       https://fbref.com/req/202302030/images/headshots/282f75f3_2022.jpg
+Neal Maupay
+FW      0.08,6      0.00,9      0.08,3      0.08,9      0.00,32      0.00,30      0.32,6      0.00,53      0.39,57      0.39,65      0.05,4      0.43,42      0.64,8      0.89,8      4.91,35      2.58,58      1.05,64      40.6%,57      0.03,5      0.08,6      14.30,55      0.00,36      0.15,62      -0.31,3      -0.31,4      15.30,48      20.37,35      75.1%,70      201.25,42      17.47,3      10.06,55      12.16,48      82.8%,66      3.94,45      5.07,35      77.8%,64      0.56,36      0.72,21      77.8%,92      0.02,6      0.56,3      0.64,23      0.16,6      0.00,19      17.87,30      2.42,86      0.08,69      0.00,8      0.08,48      0.24,18      0.16,47      0.00,33      0.00,40      0.00,45      0.00,47      0.08,55      0.81,64      1.45,9      0.97,4      0.00,33      0.08,18      0.16,31      0.24,77      0.00,28      0.08,9      0.08,14      0.00,45      0.00,26      0.00,27      0.00,31      0.00,47      0.89,53      0.40,43      0.24,60      0.32,43      0.32,67      0.16,21      0.32,8      50.0%,86      0.16,94      0.64,33      0.00,14      0.64,50      0.40,75      1.29,58      0.00,1      0.00,57      31.15,30      0.08,3      2.17,14      13.85,47      15.62,45      3.94,33      31.15,30      1.53,26      0.56,25      36.8%,28      0.97,52      63.2%,1      17.63,35      69.55,13      24.63,13      0.56,14      0.24,9      3.06,26      1.29,70      22.54,33      0.00,50      1.13,65      1.69,79      0.08,92      0.00,33      0.00,53      0.00,50      2.09,19      1.21,38      3.86,19      23.8%,13       https://fbref.com/req/202302030/images/headshots/4bcf39f6_2022.jpg
+Yves Bissouma
+MF      0.00,16      0.00,13      0.00,7      0.00,16      0.00,46      0.00,45      0.53,3      0.00,55      0.02,10      0.02,10      0.04,20      0.06,14      1.25,53      5.52,69      0.89,23      0.53,18      0.00,4      0.0%,4      0.00,16      26.70,10      0.00,35      0.03,5      -0.02,45      -0.02,46      59.35,93      65.32,89      90.9%,98      927.80,90      207.89,75      30.30,95      31.81,91      95.2%,99      24.15,92      25.75,90      93.8%,98      3.39,63      4.28,42      79.2%,95      0.04,21      0.71,33      4.90,80      0.45,26      0.09,42      63.62,91      1.43,43      0.98,63      0.09,27      0.45,77      0.18,10      0.09,25      0.00,22      0.00,29      0.00,32      0.00,42      0.27,21      1.07,36      2.58,51      2.14,59      0.00,20      0.09,53      0.09,38      0.09,48      0.18,95      0.09,20      0.09,33      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      1.43,12      1.16,45      0.53,23      0.53,13      0.36,69      0.18,1      0.62,1      28.6%,8      0.45,95      1.34,51      0.53,90      0.80,27      1.07,58      2.50,23      0.89,36      0.00,69      73.60,86      2.05,43      14.61,68      47.76,94      11.32,34      0.18,4      73.60,86      0.80,15      0.62,31      77.8%,97      0.18,91      22.2%,86      44.91,90      246.03,90      101.85,84      1.16,50      0.09,32      1.43,42      0.71,70      54.62,90      0.00,53      1.51,32      0.89,37      0.09,30      0.00,43      0.00,57      0.00,54      6.06,51      0.53,27      1.07,40      33.3%,18       https://fbref.com/req/202302030/images/headshots/6c203af0_2022.jpg
+Pascal Groß
+MF,FB      0.25,87,99      0.22,94,92      0.47,95,98      0.25,88,99      0.00,46,50      0.00,45,50      0.17,59,52      0.00,55,54      0.15,79,97      0.15,80,97      0.30,96,97      0.45,94,98      1.72,66,54      7.09,87,93      5.81,89,80      1.08,51,84      0.53,83,95      48.7%,91,93      0.23,95,96      0.47,77,75      17.40,74,54      0.03,70,86      0.14,93,95      +0.10,90,98      +0.10,90,98      52.21,82,79      65.21,87,80      80.1%,49,63      838.65,81,77      243.85,83,55      27.45,83,79      29.98,84,80      91.6%,83,77      18.92,80,70      22.48,82,69      84.2%,43,70      4.08,78,84      8.78,88,89      46.5%,13,45      0.24,97,97      2.22,96,98      4.36,68,85      1.92,94,95      0.36,87,54      55.68,79,80      9.25,98,63      2.42,92,95      0.25,59,92      0.56,84,91      6.22,96,92      2.39,97,7      3.89,99,97      1.67,97,97      1.67,99,93      0.06,91,97      0.28,19,19      1.39,13,36      3.83,90,97      2.50,81,96      1.11,95,97      0.03,32,55      0.14,61,81      0.03,20,40      0.03,43,62      0.33,66,86      0.28,80,86      0.06,90,92      0.00,39,45      0.00,36,40      0.00,36,45      0.00,44,48      1.64,22,25      1.06,31,33      0.64,30,17      0.75,33,67      0.25,50,64      0.69,28,16      1.53,21,30      45.5%,57,11      0.83,76,38      0.89,17,20      0.28,52,36      0.61,12,36      0.36,5,3      2.00,11,8      0.58,15,2      0.03,37,48      72.30,84,73      2.14,46,5      12.95,60,3      34.04,68,78      25.67,90,89      2.72,78,87      72.30,84,73      0.92,21,32      0.47,23,42      51.5%,54,74      0.36,69,66      39.4%,38,55      40.37,80,77      186.81,70,68      86.83,66,55      1.44,63,68      0.22,56,56      1.08,63,42      0.50,89,58      50.90,81,85      0.00,53,50      0.97,74,50      0.50,12,34      0.28,5,8      0.00,43,45      0.03,14,30      0.03,5,10      3.89,3,4      0.28,7,3      1.00,44,60      21.7%,2,3       https://fbref.com/req/202302030/images/headshots/8aec0537_2022.jpg
+Alexis Mac Allister
+MF,AM      0.31,96,75      0.06,41,28      0.37,83,52      0.12,65,28      0.19,99,99      0.19,99,99      0.25,34,19      0.00,55,53      0.38,99,89      0.23,91,63      0.13,71,42      0.36,86,51      2.15,71,23      5.43,65,89      2.40,56,3      2.49,97,82      0.87,96,71      35.0%,66,47      0.05,47,23      0.14,40,21      22.50,27,5      0.25,94,92      0.09,63,35      -0.07,17,23      -0.10,8,11      49.46,79,97      57.51,76,96      86.0%,81,99      777.63,73,95      195.19,67,94      26.41,82,97      29.00,82,97      91.1%,79,95      18.43,74,96      20.36,74,95      90.5%,85,98      3.15,58,82      4.62,51,71      68.2%,69,85      0.14,77,58      1.47,82,58      4.71,77,97      1.03,65,45      0.03,25,10      55.67,78,97      1.62,50,48      1.09,67,85      0.47,87,89      0.34,60,69      0.90,49,19      0.16,40,24      0.37,70,52      0.22,70,57      0.12,73,65      0.00,42,40      0.22,33,32      1.34,16,34      3.31,80,53      2.37,72,61      0.22,71,60      0.28,86,62      0.25,83,57      0.12,69,33      0.06,62,70      0.25,55,32      0.22,64,46      0.00,40,36      0.03,80,54      0.00,36,27      0.00,36,32      0.00,44,43      2.18,53,86      1.22,51,80      0.69,34,66      1.25,80,98      0.25,49,31      1.06,75,93      2.21,69,84      47.9%,63,82      1.15,41,30      0.81,10,28      0.06,10,45      0.75,20,34      0.69,25,75      2.87,34,81      0.31,4,24      0.03,31,14      68.05,76,95      1.50,23,78      11.44,43,95      37.23,79,98      20.08,78,34      1.96,61,7      67.86,75,95      2.25,70,18      1.31,80,43      58.3%,79,96      0.65,43,92      29.2%,71,96      41.13,81,92      191.32,71,58      95.80,77,62      2.31,92,72      0.25,60,5      1.47,39,92      1.12,38,82      51.27,82,95      0.00,53,51      1.09,64,56      1.78,83,70      0.00,80,97      0.00,43,35      0.00,57,56      0.03,3,3      6.64,69,93      0.78,46,68      0.50,90,91      61.0%,87,99       https://fbref.com/req/202302030/images/headshots/83d074ff_2022.jpg
+Adam Lallana
+AM      0.25,61      0.12,46      0.37,51      0.25,64      0.00,40      0.00,40      0.00,94      0.00,53      0.11,15      0.11,15      0.12,35      0.24,18      1.25,6      4.11,66      5.36,25      1.00,3      0.62,44      62.5%,98      0.25,97      0.40,75      13.30,93      0.00,29      0.11,57      +0.14,94      +0.14,94      32.66,80      39.52,71      82.6%,93      378.07,51      81.77,36      21.57,90      24.18,89      89.2%,90      7.11,43      9.22,43      77.0%,53      0.75,15      1.12,8      66.7%,83      0.15,65      1.75,69      2.87,80      1.12,51      0.12,32      37.89,74      1.37,42      0.25,53      0.00,5      0.00,6      0.37,3      0.25,35      0.12,38      0.00,21      0.00,28      0.00,40      0.25,18      0.62,93      2.74,29      2.74,77      0.00,16      0.00,4      0.00,3      0.00,4      0.00,21      0.25,31      0.25,52      0.00,36      0.00,25      0.00,27      0.00,32      0.00,43      1.12,36      0.50,25      0.75,71      0.25,16      0.12,10      0.00,1      0.87,12      0.0%,1      0.87,52      0.75,22      0.00,15      0.75,26      0.25,19      1.37,25      0.12,3      0.00,59      46.50,52      0.75,42      5.36,39      22.44,76      18.82,23      4.11,60      46.50,52      0.75,1      0.37,1      50.0%,78      0.37,98      50.0%,21      25.68,31      104.58,5      52.35,7      0.50,1      0.50,16      1.87,72      1.37,65      36.77,69      0.00,51      0.25,99      0.87,18      0.00,97      0.00,35      0.00,56      0.00,52      3.12,8      1.00,77      1.12,56      47.1%,84       https://fbref.com/req/202302030/images/headshots/99813635_2022.jpg
+Solly March
+AM,FB      0.23,57,97      0.23,76,93      0.46,68,96      0.23,62,97      0.00,40,50      0.00,40,50      0.07,75,90      0.00,53,54      0.27,71,99      0.27,75,99      0.28,89,95      0.55,87,99      3.65,74,93      4.48,74,72      11.83,94,99      2.45,80,99      1.03,82,99      41.9%,79,89      0.09,38,70      0.23,36,52      16.20,60,63      0.03,62,87      0.11,57,84      -0.04,37,17      -0.04,39,17      31.52,76,20      43.49,84,19      72.5%,34,24      565.23,87,32      133.46,78,5      14.69,52,13      17.44,51,13      84.2%,38,15      12.17,87,23      15.94,87,23      76.3%,45,30      3.75,90,74      6.90,90,70      54.3%,53,69      0.21,86,92      2.22,92,97      2.09,66,20      1.72,80,90      0.50,90,77      38.72,76,31      4.71,86,13      0.46,65,17      0.10,22,67      0.96,96,96      5.14,91,86      1.79,96,3      2.35,88,90      1.09,82,91      0.70,85,87      0.00,40,47      0.07,77,86      1.19,47,52      4.64,90,98      3.02,86,99      0.50,79,85      0.63,92,99      0.30,69,96      0.13,38,83      0.07,72,84      0.46,69,95      0.33,76,91      0.03,73,83      0.03,55,93      0.07,76,93      0.00,32,45      0.00,43,48      1.76,62,32      1.03,62,30      0.53,51,9      0.56,47,42      0.66,95,98      0.27,11,3      0.93,19,5      28.6%,21,3      0.66,76,61      1.13,61,44      0.10,57,9      1.03,57,52      0.80,85,21      2.55,73,26      1.06,87,7      0.00,59,75      54.99,80,19      1.52,79,3      6.33,61,1      17.27,40,4      31.89,92,97      4.57,69,99      54.99,80,19      3.78,55,95      1.92,78,97      50.9%,81,73      1.16,70,11      30.7%,94,79      33.94,77,62      225.75,80,86      101.90,68,69      1.59,29,77      1.56,71,99      1.82,76,8      1.06,89,8      37.26,73,55      0.00,51,50      1.52,19,10      1.29,54,81      0.40,28,3      0.00,35,45      0.00,56,66      0.00,52,56      4.14,30,9      0.96,75,40      1.26,46,33      43.3%,76,27       https://fbref.com/req/202302030/images/headshots/bb5fbd2b_2022.jpg
+Tariq Lamptey
+FB      0.00,25      0.00,20      0.00,11      0.00,25      0.00,50      0.00,50      0.20,42      0.00,54      0.04,55      0.04,55      0.04,30      0.08,34      5.56,99      5.17,81      11.52,98      0.99,80      0.00,10      0.0%,10      0.00,25      20.10,34      0.00,43      0.04,16      -0.04,16      -0.04,16      47.48,68      60.00,70      79.1%,52      697.15,60      169.67,19      25.83,73      29.60,75      87.2%,34      19.07,72      23.05,73      82.8%,64      0.99,2      4.17,21      23.8%,2      0.14,84      0.79,66      2.78,43      1.59,89      0.99,97      51.26,74      8.74,57      0.99,57      0.20,89      0.20,51      6.16,91      7.75,62      0.00,30      0.00,34      0.00,36      0.00,47      0.00,97      1.19,55      2.78,85      2.38,92      0.00,16      0.20,91      0.00,16      0.20,96      0.00,30      0.00,8      0.00,11      0.00,40      0.00,45      0.00,40      0.00,45      0.00,48      2.19,60      1.19,44      1.19,49      0.79,73      0.20,46      0.99,39      1.39,23      71.4%,86      0.40,89      1.39,68      0.60,90      0.79,48      1.39,83      3.58,72      0.40,1      0.00,75      74.70,81      2.98,22      15.89,11      27.42,57      31.99,98      3.38,97      74.70,81      5.56,99      1.59,93      28.6%,16      2.58,1      46.4%,38      46.09,87      288.28,95      160.53,96      2.38,93      1.39,96      3.18,1      0.40,67      50.86,84      0.00,50      1.19,27      2.78,99      0.00,80      0.00,45      0.00,66      0.00,56      6.16,78      0.40,5      1.39,23      22.2%,4       https://fbref.com/req/202302030/images/headshots/f4e433d4_2022.jpg
+Adam Webster
+CB      0.00,25      0.00,32      0.00,17      0.00,25      0.00,50      0.00,50      0.09,72      0.00,52      0.08,83      0.08,83      0.01,24      0.09,60      0.86,75      5.40,93      0.41,73      0.82,83      0.09,41      11.1%,20      0.00,25      0.00,25      11.20,54      0.00,46      0.10,55      -0.08,6      -0.08,6      68.64,86      77.76,87      88.3%,81      1264.53,88      465.19,91      25.62,82      27.75,83      92.3%,71      36.77,91      40.17,92      91.5%,56      5.67,77      8.07,52      70.2%,88      0.02,33      0.27,61      5.44,90      0.23,71      0.05,71      74.81,87      2.86,70      1.27,48      0.00,24      0.27,38      0.09,45      1.59,77      0.00,48      0.00,49      0.00,49      0.00,50      0.09,69      0.45,39      0.91,69      0.86,82      0.05,73      0.00,41      0.00,15      0.00,36      0.00,36      0.05,39      0.05,48      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      1.00,23      0.54,22      0.45,10      0.41,55      0.14,83      0.50,27      0.86,35      57.9%,37      0.36,64      1.36,57      0.86,66      0.50,55      0.86,24      1.86,22      2.49,8      0.18,6      85.60,87      7.71,29      37.13,70      43.93,87      4.90,75      1.22,73      85.60,87      0.36,56      0.14,39      37.5%,23      0.18,19      50.0%,15      55.68,87      285.91,86      169.53,87      0.82,83      0.00,27      0.50,30      0.23,29      62.07,86      0.00,52      0.45,85      0.27,20      0.05,38      0.00,48      0.00,68      0.05,15      6.48,82      2.72,73      1.22,61      69.0%,80       https://fbref.com/req/202302030/images/headshots/c40b6180_2022.jpg
+Danny Welbeck
+FW      0.29,52      0.15,62      0.44,55      0.29,53      0.00,32      0.00,30      0.00,92      0.00,53      0.46,69      0.46,81      0.21,82      0.67,87      1.50,50      2.38,67      6.50,67      3.01,74      1.07,65      35.5%,35      0.10,34      0.27,33      14.10,58      0.05,75      0.15,62      -0.17,14      -0.17,14      18.11,67      21.46,45      84.4%,99      216.31,52      42.33,48      11.84,70      13.35,64      88.7%,98      4.47,57      5.15,36      86.8%,96      0.24,11      0.53,13      45.5%,26      0.08,47      1.46,81      1.55,79      0.73,62      0.00,19      20.19,48      1.17,52      0.00,25      0.29,74      0.00,14      0.00,3      0.05,28      0.00,33      0.00,40      0.00,45      0.00,47      0.10,43      0.34,96      3.16,79      2.38,86      0.00,33      0.24,58      0.29,55      0.19,67      0.05,72      0.44,72      0.24,72      0.00,45      0.05,69      0.05,64      0.10,96      0.00,47      0.73,42      0.34,31      0.00,8      0.34,48      0.39,79      0.19,30      0.53,19      36.4%,65      0.34,69      1.17,86      0.10,48      1.07,87      0.24,50      0.97,43      0.97,67      0.00,57      33.64,47      1.12,55      2.14,13      13.64,45      18.25,62      5.68,79      33.64,47      2.18,48      1.07,58      48.9%,76      0.87,57      40.0%,75      19.76,52      90.24,45      42.62,45      0.87,40      0.49,19      2.91,40      1.12,86      25.19,48      0.00,50      1.21,57      0.87,28      0.24,81      0.05,75      0.00,53      0.00,50      1.80,8      1.55,47      1.31,89      54.2%,94       https://fbref.com/req/202302030/images/headshots/ce5143da_2022.jpg
+Dan Burn
+FB      0.03,52      0.00,20      0.03,23      0.03,52      0.00,50      0.00,50      0.14,62      0.00,54      0.06,73      0.06,73      0.04,26      0.10,46      0.84,14      3.41,43      1.33,7      0.61,60      0.12,49      19.0%,34      0.05,56      0.25,56      12.20,88      0.00,43      0.10,78      -0.03,22      -0.03,22      39.37,45      49.61,37      79.4%,57      643.25,46      256.11,60      19.47,42      22.13,43      88.0%,42      16.37,55      19.73,49      83.0%,67      2.72,52      5.29,45      51.4%,61      0.04,17      0.46,28      2.95,56      0.32,7      0.06,9      41.57,44      7.96,39      0.49,22      0.00,20      0.20,54      0.49,3      7.43,48      0.00,30      0.00,34      0.00,36      0.00,47      0.09,83      0.84,84      1.16,22      1.01,28      0.06,51      0.00,26      0.09,64      0.00,19      0.00,30      0.09,31      0.09,43      0.00,40      0.00,45      0.00,40      0.00,45      0.00,48      1.74,30      1.10,39      0.84,26      0.67,57      0.23,60      0.98,38      1.94,56      50.7%,26      0.95,31      1.22,55      0.46,75      0.75,38      0.93,31      2.66,32      3.47,92      0.06,28      59.97,36      4.57,77      22.74,77      27.19,54      10.36,20      1.79,72      59.97,36      0.72,19      0.32,25      44.0%,48      0.35,67      48.0%,30      26.79,28      125.24,27      63.53,28      0.64,15      0.14,42      0.98,52      0.26,80      32.29,37      0.00,50      1.01,44      0.12,1      0.20,13      0.00,45      0.03,28      0.00,56      4.80,27      2.43,96      1.07,50      69.4%,97       https://fbref.com/req/202302030/images/headshots/b2d31e83_2022.jpg
+Moisés Caicedo
+MF      0.03,32      0.03,27      0.06,18      0.03,33      0.00,46      0.00,45      0.29,30      0.00,55      0.05,28      0.05,30      0.08,40      0.12,27      1.09,44      6.28,78      1.75,46      0.80,30      0.23,39      28.6%,51      0.04,42      0.13,37      23.90,21      0.00,35      0.06,30      -0.02,43      -0.02,44      57.14,89      64.54,86      88.5%,94      865.22,85      230.40,80      31.88,97      34.46,97      92.5%,90      19.58,82      21.65,78      90.5%,85      3.61,70      4.56,49      79.2%,95      0.07,39      1.23,66      5.19,81      1.00,60      0.20,68      63.48,90      1.06,30      0.34,21      0.32,69      0.26,46      0.49,32      0.72,83      0.00,22      0.00,29      0.00,32      0.00,42      0.00,95      1.09,35      2.52,50      2.32,65      0.00,20      0.06,42      0.09,35      0.03,22      0.03,44      0.14,28      0.14,46      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      2.87,86      1.43,66      1.18,74      1.35,86      0.34,66      1.15,84      1.95,53      58.8%,90      0.80,78      1.23,40      0.20,35      1.03,50      1.61,90      4.47,90      0.89,35      0.09,10      74.63,90      2.61,65      15.91,77      43.58,90      16.00,59      0.80,32      74.63,90      1.55,45      0.80,44      51.9%,56      0.60,49      38.9%,40      43.21,85      178.34,64      82.46,64      0.92,37      0.17,50      1.12,61      0.66,75      54.22,86      0.00,53      1.86,11      1.55,76      0.00,80      0.00,43      0.00,57      0.00,54      7.11,80      1.06,70      0.57,77      64.9%,93       https://fbref.com/req/202302030/images/headshots/16264a81_2022.jpg
+Jason Steele
+GK      1.53,41      3.80,30      2.40,23      61.4%,20      0.47,70      0.20,41      0.33,30      0.40,95      40.0%,95      0.13,52      0.07,63      0.07,91      0.00,39      50.0%,89      0.00,73      0.13,80      0.20,2      1.23,63      0.29,59      -0.10,48      2.27,2      4.93,2      45.9%,95      32.20,84      3.20,2      14.9%,2      24.2,2      3.67,2      3.6%,2      13.9,2      8.40,5      0.67,34      7.9%,79      1.27,59      15.7,66       https://fbref.com/req/202302030/images/headshots/28300a16_2022.jpg
+Evan Ferguson
+FW      0.57,84      0.19,77      0.76,87      0.57,91      0.00,32      0.00,30      0.09,67      0.00,53      0.50,79      0.50,86      0.07,21      0.58,79      1.04,18      1.33,31      5.49,50      3.41,91      1.61,94      47.2%,86      0.17,75      0.35,55      15.20,38      0.00,36      0.15,62      +0.07,81      +0.07,79      17.05,62      21.32,43      80.0%,91      217.80,53      32.21,30      12.41,72      14.49,70      85.6%,84      3.98,47      4.93,30      80.8%,84      0.38,21      0.66,19      57.1%,55      0.05,19      1.04,60      0.38,6      0.57,48      0.00,19      19.23,38      1.99,77      0.00,25      0.09,33      0.00,14      0.19,11      0.00,14      0.00,33      0.00,40      0.00,45      0.00,47      0.09,47      0.28,97      2.08,42      1.42,43      0.00,33      0.09,25      0.57,96      0.00,5      0.00,28      0.19,28      0.19,55      0.00,45      0.00,26      0.00,27      0.00,31      0.00,47      0.57,26      0.28,23      0.09,26      0.28,38      0.19,33      0.09,13      0.66,36      14.3%,7      0.57,43      1.04,77      0.09,47      0.95,77      0.19,40      0.76,25      0.57,40      0.00,57      32.59,36      0.95,50      2.56,21      15.63,62      14.68,35      3.69,25      32.59,38      1.33,14      0.76,36      57.1%,96      0.47,92      35.7%,88      19.23,50      83.75,38      29.27,25      0.38,6      0.76,50      2.75,47      1.89,31      24.25,45      0.00,50      0.85,82      1.04,47      0.47,60      0.00,33      0.00,53      0.00,50      2.37,35      0.85,25      1.33,87      39.1%,65       https://fbref.com/req/202302030/images/headshots/4596da74_2022.jpg
\ No newline at end of file
diff --git a/pythonCode/Leicester-City-Stats.txt b/pythonCode/Leicester-City-Stats.txt
new file mode 100644
index 0000000..735769f
--- /dev/null
+++ b/pythonCode/Leicester-City-Stats.txt
@@ -0,0 +1,41 @@
+
+Youri Tielemans
+MF      0.12,61      0.08,49      0.19,59      0.08,51      0.04,94      0.08,96      0.15,67      0.00,55      0.10,53      0.03,20      0.18,87      0.22,58      1.34,57      6.95,86      2.15,51      1.11,54      0.31,47      27.6%,45      0.07,53      0.25,52      27.70,5      0.04,74      0.03,5      +0.02,60      +0.04,70      50.03,80      62.32,83      80.3%,51      820.52,80      285.97,91      25.00,79      28.18,79      88.7%,56      19.24,81      22.73,83      84.6%,46      4.26,80      7.99,82      53.4%,34      0.13,72      1.15,59      6.49,92      1.08,68      0.27,75      58.25,83      3.84,81      1.96,84      0.46,86      0.31,55      1.73,68      0.61,78      0.77,77      0.31,75      0.35,83      0.00,42      0.23,30      1.46,10      2.99,68      2.46,78      0.15,65      0.04,37      0.27,88      0.04,30      0.04,54      0.15,31      0.08,30      0.04,88      0.00,39      0.04,82      0.00,36      0.00,44      2.53,73      1.50,73      1.04,66      1.15,74      0.35,67      0.88,52      2.34,76      37.7%,28      1.46,20      1.34,53      0.31,60      1.04,52      1.08,59      3.61,71      0.92,37      0.04,26      72.07,82      2.38,54      16.74,81      41.47,88      14.67,52      0.54,20      71.99,82      1.34,40      1.00,59      74.3%,95      0.19,90      14.3%,94      36.55,70      155.23,49      80.17,62      0.96,40      0.04,23      1.27,51      0.58,82      50.26,80      0.00,53      1.27,48      0.96,40      0.04,51      0.00,43      0.00,57      0.00,54      7.49,83      1.00,64      0.46,91      68.4%,95       https://fbref.com/req/202302030/images/headshots/56f7a928_2022.jpg
+Çağlar Söyüncü
+CB      0.17,98      0.00,32      0.17,94      0.17,98      0.00,50      0.00,50      0.34,6      0.00,52      0.07,71      0.07,71      0.02,40      0.09,57      0.85,73      2.04,19      0.00,4      0.85,90      0.34,96      40.0%,78      0.20,87      0.50,75      9.50,74      0.00,46      0.08,26      +0.10,98      +0.10,98      41.00,38      52.57,46      78.0%,17      734.97,30      261.49,24      17.69,59      19.57,60      90.4%,51      19.05,27      23.14,34      82.4%,10      3.74,36      8.17,55      45.8%,16      0.00,1      0.17,31      1.53,9      0.00,6      0.00,30      49.68,43      2.38,62      2.04,93      0.00,24      0.85,91      0.00,10      0.00,4      0.00,48      0.00,49      0.00,49      0.00,50      0.51,1      0.34,59      0.34,3      0.34,9      0.00,30      0.00,41      0.00,15      0.00,36      0.00,36      0.00,14      0.00,18      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      2.38,92      1.53,97      1.70,94      0.68,82      0.00,19      1.19,88      1.70,78      70.0%,82      0.51,36      1.53,76      1.36,94      0.17,8      1.19,45      3.57,82      5.10,83      0.00,83      64.99,48      12.08,96      38.45,77      25.01,38      2.04,24      1.19,69      64.99,48      0.17,20      0.17,45      100.0%,93      0.00,88      0.0%,88      31.47,30      186.47,52      102.25,54      0.17,19      0.00,27      0.34,60      0.00,94      34.54,34      0.00,52      1.19,7      0.68,80      0.00,74      0.00,48      0.00,68      0.00,63      7.15,93      4.08,98      2.72,2      60.0%,45       https://fbref.com/req/202302030/images/headshots/21166ff4_2022.jpg
+James Maddison
+AM,MF      0.36,81,98      0.33,91,96      0.69,91,99      0.33,79,98      0.04,88,93      0.07,92,95      0.36,7,19      0.00,53,55      0.32,85,99      0.24,66,94      0.34,96,97      0.58,90,98      2.79,48,88      5.48,90,68      5.63,27,86      3.01,91,99      0.98,78,99      32.5%,36,58      0.11,51,65      0.33,56,60      21.10,11,38      0.47,98,99      0.08,21,49      +0.05,70,75      +0.09,85,85      30.63,72,29      41.73,78,41      73.4%,39,12      516.92,81,35      158.08,88,47      15.13,56,23      17.46,52,26      86.7%,67,37      10.89,80,30      14.33,81,35      75.9%,42,12      3.38,85,61      6.75,88,77      50.0%,44,21      0.21,85,93      2.50,97,98      4.25,95,65      0.98,40,59      0.15,40,58      36.22,69,29      5.15,91,90      2.18,96,90      0.47,91,89      0.29,61,51      4.46,84,92      0.15,20,38      2.50,89,94      1.34,92,94      0.73,88,93      0.11,93,95      0.36,7,8      1.05,60,37      5.01,94,98      2.76,78,89      1.05,95,94      0.44,81,98      0.25,59,85      0.44,90,98      0.07,80,70      0.47,74,87      0.36,79,86      0.04,79,86      0.04,60,84      0.00,27,36      0.04,73,81      0.00,43,44      1.85,73,37      0.94,56,21      0.91,78,53      0.69,63,24      0.25,32,50      0.69,62,27      1.81,68,41      38.0%,44,29      1.13,32,48      0.69,12,4      0.04,37,7      0.65,18,37      0.47,54,10      2.32,68,19      0.22,11,1      0.04,12,27      52.51,75,40      0.62,27,2      5.81,49,4      23.48,80,23      23.77,64,89      3.74,52,94      52.44,75,40      3.88,59,94      1.67,62,91      43.0%,52,30      1.42,54,10      36.4%,84,48      34.98,85,67      205.15,72,80      96.93,65,80      1.60,31,68      1.13,53,95      1.63,85,31      1.13,81,37      39.01,82,60      0.00,51,53      1.13,52,62      2.87,96,99      0.22,53,8      0.04,76,91      0.00,56,57      0.00,52,54      3.67,21,2      0.15,7,2      0.36,95,96      28.6%,36,10       https://fbref.com/req/202302030/images/headshots/ee38d9c5_2022.jpg
+Harvey Barnes
+AM,MF      0.43,87,99      0.03,14,30      0.46,70,94      0.43,87,99      0.00,40,46      0.00,40,45      0.10,57,80      0.00,53,55      0.30,77,98      0.30,82,99      0.10,24,53      0.40,61,90      3.32,63,93      2.62,29,12      8.53,72,99      2.39,72,94      1.13,87,99      47.2%,89,89      0.18,90,88      0.38,70,68      15.90,67,85      0.00,29,35      0.12,71,83      +0.14,93,94      +0.14,93,94      18.23,15,3      26.09,20,4      69.8%,24,7      237.43,8,1      66.53,22,1      12.05,25,10      15.34,31,13      78.6%,14,5      4.71,12,1      6.97,18,2      67.6%,14,2      0.56,8,1      1.23,9,1      45.9%,28,10      0.07,16,40      0.63,4,24      1.29,31,1      1.03,45,65      0.17,45,60      25.53,23,5      0.33,7,4      0.00,13,3      0.17,43,45      0.03,14,7      1.46,32,61      0.27,38,59      0.00,12,22      0.00,21,29      0.00,28,32      0.00,40,42      0.23,27,29      1.03,63,41      2.09,11,35      1.43,10,30      0.00,16,20      0.10,19,57      0.30,70,94      0.23,71,83      0.03,44,48      0.46,71,86      0.27,58,75      0.00,36,40      0.03,57,81      0.07,77,90      0.07,87,92      0.03,89,90      0.86,18,1      0.46,19,3      0.27,19,2      0.46,37,8      0.13,14,14      0.46,36,9      1.39,40,14      33.3%,34,16      0.93,49,70      1.06,54,29      0.03,36,6      1.03,59,41      0.27,20,2      1.13,12,1      0.40,36,9      0.00,59,69      37.95,18,3      0.56,21,1      4.25,22,1      14.44,21,1      19.92,29,77      4.42,66,98      37.95,18,3      3.02,39,84      0.90,15,55      29.7%,6,3      1.76,40,7      58.2%,4,6      24.37,28,19      171.77,43,61      91.26,58,74      2.39,75,93      1.59,73,99      2.49,34,4      1.39,63,20      29.88,39,28      0.00,51,53      1.26,39,50      1.23,45,57      0.30,36,4      0.00,35,43      0.00,56,57      0.00,52,54      3.35,13,1      0.96,76,60      1.89,22,6      33.7%,53,20       https://fbref.com/req/202302030/images/headshots/3ea50f67_2022.jpg
+Daniel Amartey
+CB      0.00,25      0.00,32      0.00,17      0.00,25      0.00,50      0.00,50      0.06,87      0.00,52      0.06,67      0.06,67      0.03,61      0.09,63      1.29,90      3.69,64      0.28,57      0.34,25      0.11,47      33.3%,68      0.00,25      0.00,25      17.40,7      0.00,46      0.18,90      -0.06,14      -0.06,14      56.74,70      62.27,64      91.1%,93      978.60,61      368.44,71      24.71,80      26.44,80      93.4%,80      27.84,59      29.40,56      94.7%,92      3.47,29      5.09,10      68.1%,85      0.02,52      0.28,66      3.24,50      0.06,14      0.00,30      61.04,67      1.12,10      0.84,23      0.11,83      0.11,14      0.00,10      0.28,44      0.00,48      0.00,49      0.00,49      0.00,50      0.11,57      0.11,94      0.84,62      0.84,78      0.00,30      0.00,41      0.00,15      0.00,36      0.00,36      0.06,46      0.06,55      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      1.06,24      0.45,15      0.73,35      0.28,19      0.06,49      0.67,50      0.78,23      85.7%,99      0.11,99      1.34,56      0.95,70      0.39,35      0.45,3      1.51,6      3.97,48      0.00,83      71.50,61      10.34,73      36.78,66      32.31,62      2.57,44      0.50,10      71.50,61      0.28,38      0.11,25      40.0%,25      0.11,38      40.0%,27      43.55,65      207.95,61      127.17,72      0.61,72      0.00,27      0.45,43      0.22,31      50.81,69      0.00,52      0.39,92      0.17,10      0.00,74      0.00,48      0.06,22      0.00,63      6.04,71      1.90,34      1.45,33      56.7%,29       https://fbref.com/req/202302030/images/headshots/1a4ef233_2022.jpg
+Kiernan Dewsbury-Hall
+MF      0.08,51      0.08,50      0.16,50      0.08,53      0.00,46      0.00,45      0.20,48      0.04,6      0.09,50      0.09,53      0.13,65      0.22,60      2.65,85      5.15,60      3.55,65      1.01,43      0.23,40      23.1%,31      0.08,56      0.33,60      21.30,35      0.00,35      0.09,63      -0.02,49      -0.02,49      34.03,43      45.04,51      75.6%,23      565.72,46      146.20,40      17.48,47      20.53,48      85.2%,25      12.14,39      15.18,44      79.9%,21      3.28,60      6.28,72      52.2%,25      0.10,59      1.52,84      4.33,67      0.90,50      0.16,59      43.71,54      0.94,23      0.35,23      0.35,71      0.78,89      1.80,70      0.12,33      0.27,64      0.27,73      0.00,32      0.00,42      0.39,6      1.01,45      3.04,69      2.38,73      0.00,20      0.31,92      0.08,32      0.20,80      0.08,71      0.35,71      0.23,68      0.00,40      0.04,87      0.00,36      0.04,83      0.04,94      2.07,50      1.13,40      0.55,24      1.33,85      0.20,37      0.74,35      1.83,43      40.4%,40      1.09,53      2.15,94      0.51,89      1.64,90      1.09,60      3.16,52      0.82,29      0.00,69      58.15,56      1.87,35      10.85,37      31.03,56      17.29,65      1.95,60      58.15,56      2.89,82      1.56,90      54.1%,65      1.01,20      35.1%,52      35.24,69      203.65,79      99.87,81      1.41,60      0.62,84      2.85,1      1.25,30      40.51,66      0.04,4      1.44,38      1.37,63      0.04,50      0.00,43      0.00,57      0.00,54      5.82,39      0.59,30      0.51,88      53.6%,69       https://fbref.com/req/202302030/images/headshots/5c74c0f5_2022.jpg
+Timothy Castagne
+FB      0.06,70      0.08,72      0.14,73      0.06,70      0.00,50      0.00,50      0.08,86      0.00,54      0.06,73      0.06,73      0.07,60      0.13,64      1.08,26      2.93,26      4.12,66      0.53,50      0.14,55      26.3%,57      0.11,77      0.40,70      11.00,93      0.00,43      0.12,89      -0.01,58      -0.01,58      40.66,48      50.78,46      80.1%,63      584.28,37      232.85,48      24.75,67      27.60,70      89.7%,60      13.00,32      16.21,27      80.2%,44      1.66,19      3.65,13      45.5%,43      0.06,55      0.61,48      2.46,33      0.55,21      0.28,37      42.73,48      7.94,38      0.47,19      0.08,61      0.06,20      1.60,36      7.47,50      0.00,30      0.00,34      0.00,36      0.00,47      0.11,68      1.19,56      1.41,36      1.22,44      0.06,50      0.03,54      0.06,48      0.03,39      0.03,61      0.14,55      0.11,57      0.00,40      0.00,45      0.03,80      0.00,45      0.00,48      2.41,69      1.22,46      1.47,67      0.75,66      0.19,43      1.13,49      2.32,70      48.8%,19      1.19,19      1.38,66      0.36,55      1.02,70      1.19,62      3.60,73      3.04,78      0.00,75      61.87,43      4.37,72      22.68,73      25.45,44      14.05,38      1.44,63      61.87,43      0.83,25      0.30,23      36.7%,31      0.39,63      46.7%,36      27.35,32      110.91,17      55.15,17      0.64,14      0.14,38      0.89,58      0.47,61      34.46,43      0.00,50      0.69,77      0.41,19      0.17,17      0.00,45      0.06,10      0.00,56      5.59,56      1.52,67      1.71,11      47.0%,39       https://fbref.com/req/202302030/images/headshots/197640fd_2022.jpg
+Luke Thomas
+FB      0.00,25      0.00,20      0.00,11      0.00,25      0.00,50      0.00,50      0.25,23      0.00,54      0.01,8      0.01,8      0.06,45      0.07,31      0.84,13      4.03,63      1.09,4      0.25,16      0.00,10      0.0%,10      0.00,25      16.60,58      0.00,43      0.03,7      -0.01,57      -0.01,57      43.70,60      54.86,57      79.7%,60      680.75,55      288.45,79      24.41,66      27.60,69      88.4%,45      16.27,54      19.96,52      81.5%,56      2.68,46      4.78,37      56.1%,75      0.04,26      0.42,23      3.19,62      0.59,25      0.17,21      43.53,51      11.16,87      1.43,80      0.25,93      0.08,31      0.75,9      9.73,92      0.00,30      0.00,34      0.00,36      0.00,47      0.17,39      1.85,14      1.34,28      0.92,21      0.17,68      0.00,26      0.08,62      0.00,19      0.17,99      0.17,64      0.08,40      0.00,40      0.00,45      0.08,97      0.00,45      0.00,48      1.93,46      1.59,79      1.26,60      0.42,19      0.25,67      1.26,63      2.68,84      46.9%,14      1.43,13      1.68,89      0.34,49      1.34,93      2.26,99      4.19,85      2.94,74      0.00,75      65.93,61      3.27,32      26.76,92      30.11,72      9.65,14      0.25,4      65.93,61      1.01,39      0.50,45      50.0%,69      0.42,61      41.7%,50      29.78,43      115.25,22      51.17,15      0.67,17      0.08,22      0.75,69      0.67,37      34.73,44      0.00,50      1.01,45      0.59,42      0.00,80      0.00,45      0.00,66      0.08,1      5.79,68      0.92,38      1.17,37      44.0%,30       https://fbref.com/req/202302030/images/headshots/fc027d02_2022.jpg
+Jamie Vardy
+FW      0.15,14      0.19,79      0.34,35      0.15,16      0.00,32      0.05,67      0.05,81      0.00,53      0.32,48      0.29,40      0.07,23      0.35,28      0.78,14      0.68,3      4.90,31      1.31,6      0.63,14      48.1%,91      0.11,42      0.23,21      12.30,83      0.00,36      0.22,98      -0.18,11      -0.14,23      6.64,1      12.75,3      52.1%,1      93.59,1      17.64,4      3.34,1      5.77,1      58.0%,1      2.28,11      4.26,21      53.4%,3      0.34,18      0.73,23      46.7%,29      0.03,9      0.68,18      0.34,3      0.24,9      0.05,43      11.58,3      1.11,50      0.00,25      0.15,47      0.05,33      0.34,25      0.00,14      0.00,33      0.00,40      0.00,45      0.00,47      0.05,69      0.44,91      1.65,18      1.11,16      0.00,33      0.29,64      0.15,25      0.10,26      0.00,28      0.34,58      0.24,70      0.00,45      0.05,69      0.00,27      0.05,69      0.00,47      0.48,18      0.24,14      0.19,48      0.15,16      0.15,21      0.05,8      0.34,11      14.3%,7      0.29,81      0.82,57      0.15,65      0.68,53      0.10,18      0.58,18      1.45,92      0.00,57      21.23,1      1.55,89      2.86,38      8.53,1      9.98,1      3.44,13      21.18,1      1.41,23      0.58,28      41.4%,51      0.68,75      48.3%,43      9.31,1      44.88,3      17.35,3      0.44,8      0.63,36      1.60,96      0.78,92      12.65,1      0.00,50      1.02,69      0.34,3      1.41,3      0.10,99      0.00,53      0.00,50      1.99,16      2.28,79      3.78,23      37.6%,62       https://fbref.com/req/202302030/images/headshots/45963054_2022.jpg
+Wilfred Ndidi
+MF      0.00,16      0.00,13      0.00,7      0.00,16      0.00,46      0.00,45      0.21,42      0.00,55      0.01,5      0.01,5      0.01,1      0.02,1      0.59,17      2.73,13      0.38,3      0.38,9      0.11,13      28.6%,51      0.00,16      0.00,16      25.10,14      0.00,35      0.03,5      -0.01,50      -0.01,51      40.42,61      48.19,57      83.9%,72      615.69,55      154.32,45      21.01,66      23.00,64      91.4%,82      16.30,65      18.65,65      87.4%,69      1.66,16      3.59,30      46.3%,11      0.01,1      0.16,1      2.63,27      0.00,1      0.00,12      46.53,61      1.66,53      1.34,73      0.05,19      0.27,50      0.11,5      0.16,44      0.00,22      0.00,29      0.00,32      0.00,42      0.00,95      1.02,44      0.64,3      0.64,6      0.00,20      0.00,15      0.00,7      0.00,9      0.00,21      0.11,24      0.11,36      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      3.27,94      2.25,98      1.82,96      1.29,83      0.16,23      0.91,57      2.30,71      39.5%,35      1.39,22      1.72,79      0.75,99      0.96,45      2.04,99      5.31,98      2.57,98      0.16,2      60.52,62      4.45,94      21.76,97      34.95,70      4.93,1      0.27,9      60.52,62      0.80,16      0.54,27      66.7%,87      0.21,87      26.7%,80      30.23,44      132.08,35      57.62,30      0.75,21      0.00,9      0.75,86      0.54,86      35.32,46      0.00,53      1.55,30      0.75,26      0.00,80      0.00,43      0.11,1      0.00,54      7.83,88      1.34,81      1.18,29      53.2%,67       https://fbref.com/req/202302030/images/headshots/6b47c5db_2022.jpg
+Jonny Evans
+CB      0.00,25      0.00,32      0.00,17      0.00,25      0.00,50      0.00,50      0.09,76      0.00,52      0.02,12      0.02,12      0.00,4      0.02,4      0.51,51      3.00,45      0.00,4      0.09,1      0.09,33      100.0%,99      0.00,25      0.00,25      3.80,99      0.00,46      0.17,84      -0.02,51      -0.02,51      59.09,77      67.56,77      87.5%,73      1171.80,82      446.57,87      18.07,61      19.44,59      93.0%,77      34.25,86      36.82,87      93.0%,78      6.25,86      9.76,78      64.0%,72      0.02,31      0.09,10      3.68,66      0.17,51      0.00,30      65.42,78      2.06,48      1.97,87      0.00,24      0.17,27      0.00,10      0.09,15      0.00,48      0.00,49      0.00,49      0.00,50      0.09,73      0.34,57      0.34,4      0.34,10      0.00,30      0.00,41      0.00,15      0.00,36      0.00,36      0.00,14      0.00,18      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      1.11,28      0.43,12      1.03,70      0.09,1      0.00,19      0.60,43      0.94,38      63.6%,57      0.34,69      1.28,51      0.94,69      0.34,23      1.54,81      2.65,51      4.37,62      0.00,83      77.58,77      11.73,90      40.59,91      36.31,73      0.77,1      0.17,1      77.58,77      0.00,1      0.00,4      0.00,88      45.30,71      189.93,54      103.27,55      0.34,45      0.00,27      0.43,48      0.00,94      53.86,77      0.00,52      0.77,44      0.60,70      0.09,19      0.00,48      0.00,68      0.00,63      5.14,41      2.23,57      1.11,72      66.7%,69       https://fbref.com/req/202302030/images/headshots/f8fcd2a5_2022.jpg
+Kelechi Iheanacho
+FW      0.40,65      0.40,97      0.80,89      0.32,58      0.08,84      0.08,79      0.00,92      0.00,53      0.57,82      0.50,87      0.32,99      0.83,94      2.64,79      2.16,64      7.91,86      3.03,75      1.04,62      34.2%,30      0.11,42      0.31,46      17.10,14      0.00,36      0.17,78      -0.17,13      -0.18,9      18.85,69      25.24,65      74.7%,65      243.49,62      48.07,57      12.46,74      15.09,77      82.5%,63      4.31,52      5.35,45      80.6%,82      0.88,64      1.76,69      50.0%,38      0.14,84      1.76,94      1.68,84      0.64,55      0.00,19      24.28,70      0.72,35      0.00,25      0.32,75      0.24,77      0.48,40      0.16,45      0.16,81      0.00,40      0.00,45      0.00,47      0.24,13      0.96,40      3.59,96      2.64,94      0.08,86      0.32,72      0.40,86      0.16,52      0.00,28      0.48,84      0.48,97      0.00,45      0.00,26      0.00,27      0.00,31      0.00,47      0.56,25      0.16,13      0.00,8      0.24,31      0.32,62      0.24,47      0.80,52      30.0%,44      0.56,45      0.72,40      0.08,43      0.64,48      0.00,3      0.56,16      0.64,45      0.00,57      37.05,64      0.80,42      2.24,16      15.73,65      19.49,70      4.63,53      36.97,65      3.11,75      1.60,82      51.3%,86      1.36,30      43.6%,62      23.40,69      132.64,67      57.82,69      1.04,52      1.44,86      3.27,19      2.87,4      30.35,79      0.00,50      1.44,40      0.40,4      0.96,14      0.00,33      0.00,53      0.00,50      2.40,38      1.20,36      2.48,48      32.6%,31       https://fbref.com/req/202302030/images/headshots/c92e1a31_2022.jpg
+Patson Daka
+FW      0.30,55      0.30,92      0.61,70      0.30,57      0.00,32      0.00,30      0.15,52      0.00,53      0.27,31      0.27,33      0.21,86      0.48,55      1.36,38      1.29,28      6.22,65      2.27,42      1.21,77      53.3%,94      0.13,54      0.25,26      14.60,52      0.00,36      0.12,31      +0.04,70      +0.04,69      14.79,40      22.37,53      66.1%,26      197.51,36      33.29,36      8.95,40      11.90,45      75.2%,26      4.17,48      6.44,60      64.7%,21      0.61,42      0.91,31      66.7%,77      0.13,79      1.29,70      0.53,18      0.61,50      0.08,55      20.02,47      2.20,79      0.00,25      0.38,81      0.00,14      0.61,55      0.76,97      0.00,33      0.00,40      0.00,45      0.00,47      0.15,30      0.83,57      2.12,45      1.44,45      0.08,84      0.08,16      0.38,81      0.15,45      0.00,28      0.53,94      0.30,82      0.00,45      0.08,84      0.15,97      0.00,31      0.00,47      1.06,65      0.61,64      0.45,81      0.61,79      0.00,3      0.23,42      0.91,62      25.0%,31      0.68,36      1.06,79      0.15,67      0.91,75      0.53,91      1.59,79      0.53,36      0.00,57      33.66,48      0.99,52      3.18,50      13.27,40      17.44,58      4.40,42      33.66,48      1.36,21      0.53,19      38.9%,36      0.61,79      44.4%,55      15.70,21      82.65,36      34.95,38      0.61,16      0.83,62      3.49,14      1.44,60      21.84,30      0.00,50      1.74,14      1.14,52      0.53,50      0.08,87      0.00,53      0.00,50      2.73,50      1.97,69      3.41,28      36.6%,53       https://fbref.com/req/202302030/images/headshots/ca45605e_2022.jpg
+Ricardo Pereira
+FB      0.20,95      0.20,90      0.40,95      0.20,95      0.00,50      0.00,50      0.40,2      0.00,54      0.02,25      0.02,25      0.12,80      0.14,71      0.99,23      5.35,83      2.78,36      0.40,35      0.20,67      50.0%,96      0.50,98      1.00,89      17.80,52      0.00,43      0.06,43      +0.18,99      +0.18,99      49.96,73      63.83,77      78.3%,49      797.71,75      307.67,84      25.77,72      29.14,73      88.4%,45      20.82,80      24.78,80      84.0%,69      2.38,40      5.35,47      44.4%,41      0.12,80      1.39,83      4.96,87      1.98,95      0.59,86      51.34,75      12.09,93      1.78,88      0.00,20      0.00,8      3.17,69      9.91,93      0.00,30      0.00,34      0.00,36      0.00,47      0.40,2      2.78,1      2.97,88      2.78,99      0.00,16      0.00,26      0.00,16      0.20,95      0.00,30      0.20,70      0.20,78      0.00,40      0.00,45      0.00,40      0.00,45      0.00,48      2.18,59      1.39,61      1.59,76      0.59,47      0.00,4      1.39,80      3.37,94      41.2%,10      1.98,4      1.59,86      0.40,60      1.19,84      0.79,20      2.97,37      3.96,96      0.00,75      75.93,83      4.56,76      23.00,77      36.28,83      17.84,63      0.79,22      75.93,83      1.39,51      0.99,82      71.4%,94      0.20,89      14.3%,95      34.49,65      119.93,24      64.03,29      1.78,82      0.40,80      1.39,22      0.59,46      43.02,72      0.00,50      0.79,73      0.79,53      0.00,80      0.00,45      0.00,66      0.00,56      5.95,75      0.99,45      2.18,4      31.3%,8       https://fbref.com/req/202302030/images/headshots/75a72a99_2022.jpg
+Boubakary Soumaré
+MF      0.00,16      0.00,13      0.00,7      0.00,16      0.00,46      0.00,45      0.50,5      0.00,55      0.00,1      0.00,1      0.02,8      0.02,1      0.94,34      4.03,41      1.11,30      0.06,1      0.00,4      0.0%,4      0.00,16      28.00,4      0.00,35      0.03,5      0.00,56      0.00,57      42.87,66      49.83,62      86.0%,81      639.72,58      169.01,58      23.70,76      25.97,75      91.3%,81      15.25,60      17.35,60      87.9%,71      2.15,34      3.15,22      68.4%,70      0.03,10      0.61,20      4.42,70      0.28,11      0.06,30      49.45,70      0.39,8      0.33,20      0.11,37      0.11,20      0.11,6      0.00,7      0.00,22      0.00,29      0.00,32      0.00,42      0.00,95      1.05,38      1.27,14      1.22,17      0.00,20      0.06,41      0.00,7      0.00,9      0.00,21      0.06,16      0.06,21      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      3.15,92      1.88,90      1.60,91      1.44,88      0.11,10      1.27,90      2.38,80      53.5%,79      1.11,50      0.83,10      0.22,43      0.61,11      1.82,96      4.97,95      1.49,74      0.06,22      60.28,60      2.49,59      17.62,85      37.29,80      6.19,6      0.11,1      60.28,60      1.22,36      0.66,35      54.5%,67      0.33,75      27.3%,76      32.49,57      162.43,56      65.30,42      0.66,16      0.00,9      1.44,41      1.22,30      40.50,65      0.00,53      1.71,18      1.22,55      0.06,43      0.00,43      0.00,57      0.00,54      6.57,67      0.99,63      0.77,63      56.3%,75       https://fbref.com/req/202302030/images/headshots/ae59b359_2022.jpg
+Nampalys Mendy
+MF      0.12,62      0.00,13      0.12,40      0.12,63      0.00,46      0.00,45      0.12,76      0.00,55      0.01,6      0.01,6      0.00,1      0.02,2      0.24,4      3.33,27      0.48,9      0.24,4      0.12,16      50.0%,93      0.50,99      1.00,95      21.10,38      0.00,35      0.07,40      +0.11,91      +0.11,90      43.04,68      49.10,60      87.7%,90      663.41,61      133.63,32      22.47,73      24.25,67      92.6%,92      17.00,70      18.55,64      91.7%,90      2.38,41      3.21,24      74.1%,88      0.01,4      0.24,5      2.38,20      0.36,18      0.00,12      47.44,65      1.43,44      0.95,62      0.12,38      0.24,42      0.12,7      0.12,34      0.00,22      0.00,29      0.00,32      0.00,42      0.24,27      1.31,19      1.07,8      0.59,3      0.00,20      0.12,63      0.00,7      0.12,64      0.24,99      0.00,7      0.00,8      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      1.55,18      1.07,33      0.83,41      0.71,26      0.00,1      0.95,64      1.78,39      53.3%,78      0.83,77      2.38,98      0.48,86      1.90,98      1.55,89      3.09,48      0.24,1      0.00,69      58.26,58      1.43,21      16.53,80      36.86,78      5.35,2      0.24,7      58.26,58      1.31,40      0.83,49      63.6%,84      0.36,70      27.3%,76      33.65,60      160.74,53      55.64,26      0.59,15      0.00,9      0.83,81      0.12,99      39.59,61      0.00,53      1.07,67      1.19,54      0.00,80      0.00,43      0.00,57      0.00,54      5.47,30      0.48,19      0.71,69      40.0%,30       https://fbref.com/req/202302030/images/headshots/1598599e_2022.jpg
+James Justin
+FB      0.00,25      0.00,20      0.00,11      0.00,25      0.00,50      0.00,50      0.00,96      0.00,54      0.02,31      0.02,31      0.02,9      0.04,10      1.44,40      3.38,40      3.59,56      0.36,30      0.00,10      0.0%,10      0.00,25      23.40,14      0.00,43      0.06,43      -0.02,32      -0.02,32      47.95,70      58.87,68      81.4%,74      747.89,67      220.18,44      26.67,77      29.33,74      90.9%,72      17.18,58      20.27,57      84.8%,73      2.80,56      5.82,51      48.1%,51      0.04,15      0.50,36      3.45,69      0.86,60      0.50,79      49.39,68      9.35,67      1.15,66      0.00,20      0.29,62      1.51,32      8.19,77      0.00,30      0.00,34      0.00,36      0.00,47      0.14,51      1.37,39      1.51,45      1.22,45      0.00,16      0.14,86      0.00,16      0.14,91      0.00,30      0.14,57      0.00,11      0.00,40      0.07,99      0.00,40      0.07,98      0.00,48      1.44,13      1.29,56      0.50,5      0.86,79      0.07,19      0.65,14      1.01,7      64.3%,64      0.36,92      1.73,93      0.43,69      1.29,91      1.08,51      2.52,22      3.38,91      0.00,75      70.45,69      3.45,40      21.28,56      34.15,79      15.53,46      0.58,14      70.45,69      1.37,48      0.29,20      21.1%,7      0.79,31      57.9%,7      29.98,46      131.62,32      59.95,25      1.37,64      0.29,68      1.08,44      0.43,62      41.26,67      0.00,50      0.58,86      2.08,98      0.14,21      0.07,97      0.00,66      0.00,56      4.60,20      1.65,79      2.30,3      41.8%,21       https://fbref.com/req/202302030/images/headshots/fb614c44_2022.jpg
+Wesley Fofana
+CB      0.07,73      0.00,32      0.07,55      0.07,73      0.00,50      0.00,50      0.26,14      0.00,52      0.05,57      0.05,57      0.01,19      0.06,31      2.11,97      3.24,54      0.86,85      0.53,51      0.20,73      37.5%,75      0.13,75      0.33,57      11.00,56      0.00,46      0.10,55      +0.01,80      +0.01,80      59.16,78      66.82,75      88.5%,82      983.20,62      256.46,23      25.75,83      27.14,81      94.9%,93      30.24,72      33.28,77      90.9%,48      2.18,2      4.36,3      50.0%,24      0.02,40      0.13,23      4.36,76      0.13,39      0.00,30      64.71,77      1.98,43      1.58,69      0.00,24      0.20,31      0.20,66      0.40,57      0.00,48      0.00,49      0.00,49      0.00,50      0.13,46      0.46,36      0.99,80      0.92,87      0.00,30      0.00,41      0.00,15      0.00,36      0.07,94      0.13,76      0.13,85      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      2.25,86      1.32,88      1.32,81      0.59,73      0.33,99      0.92,77      1.91,91      48.3%,17      0.99,4      1.19,46      0.73,54      0.46,45      1.91,92      4.16,94      2.51,9      0.13,10      78.05,78      7.13,19      32.49,43      40.01,81      6.07,87      0.86,40      78.05,78      1.06,97      0.66,98      62.5%,52      0.07,52      6.3%,76      52.96,83      319.85,93      188.45,93      1.65,97      0.20,99      0.79,8      0.40,6      56.13,82      0.00,52      0.86,31      1.65,98      0.07,24      0.00,48      0.07,15      0.00,63      5.08,39      2.31,59      1.52,28      60.3%,46       https://fbref.com/req/202302030/images/headshots/132a82f1_2022.jpg
+Danny Ward
+GK      1.77,23      4.58,59      2.88,52      63.0%,27      0.27,30      0.12,9      0.62,88      0.23,45      23.1%,41      0.12,41      0.08,55      0.04,77      0.00,39      33.3%,71      0.08,5      0.23,27      0.15,13      1.40,38      0.29,59      -0.21,23      3.62,55      11.65,45      31.0%,30      28.85,66      5.92,91      29.7%,34      30.4,30      7.31,63      42.1%,30      35.1,29      13.65,45      0.77,41      5.6%,27      1.62,80      15.9,77       https://fbref.com/req/202302030/images/headshots/d3ce0e89_2022.jpg
+Dennis Praet
+MF      0.14,67      0.00,13      0.14,45      0.14,70      0.00,46      0.00,45      0.14,72      0.00,55      0.14,70      0.14,72      0.07,36      0.21,56      2.08,71      2.36,5      5.82,89      0.69,27      0.28,46      40.0%,82      0.20,91      0.50,83      13.60,97      0.00,35      0.20,99      0.00,56      0.00,57      27.74,22      37.44,23      74.1%,16      401.74,14      94.30,9      16.23,38      19.14,42      84.8%,21      8.60,14      10.68,12      80.5%,22      1.80,20      3.74,34      48.1%,19      0.06,31      0.42,12      1.39,4      0.69,41      0.14,55      35.22,24      1.94,61      0.28,19      0.28,63      0.00,3      2.08,73      0.69,82      0.28,65      0.00,29      0.00,32      0.00,42      0.28,19      2.08,1      1.94,31      1.53,33      0.28,76      0.00,15      0.14,61      0.00,9      0.00,21      0.00,7      0.00,8      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      1.66,24      1.25,54      0.69,35      0.83,42      0.14,15      0.83,45      1.53,21      54.5%,81      0.69,85      1.66,74      0.28,52      1.39,78      0.69,25      2.36,21      0.83,31      0.00,69      47.43,18      1.53,24      9.29,18      22.60,20      16.36,60      1.94,59      47.43,18      1.94,58      0.83,48      42.9%,28      0.97,22      50.0%,13      24.55,20      125.08,28      49.51,17      0.97,41      0.14,46      1.53,35      1.39,21      30.09,29      0.00,53      1.25,50      1.11,48      0.14,17      0.00,43      0.00,57      0.00,54      6.66,69      0.14,2      1.53,16      8.3%,1       https://fbref.com/req/202302030/images/headshots/86695068_2022.jpg
\ No newline at end of file
diff --git a/pythonCode/Liverpool-Stats.txt b/pythonCode/Liverpool-Stats.txt
index 6214b09..17ca4eb 100644
--- a/pythonCode/Liverpool-Stats.txt
+++ b/pythonCode/Liverpool-Stats.txt
@@ -1,39 +1,33 @@
 
 Alisson
-GK      1.16,73      3.97,34      2.84,48      72.1%,70      0.51,80      0.24,66      0.24,23      0.38,88      37.8%,88      0.11,34      0.05,77      0.03,57      0.03,80      33.3%,71      0.00,73      0.00,98      0.05,48      1.38,45      0.33,86      +0.27,98      3.14,27      7.65,13      41.0%,88      33.95,95      5.68,84      18.4%,9      26.9,9      5.22,20      26.9%,9      31.3,13      10.73,16      0.62,30      5.8%,36      2.41,98      19.8,98       https://fbref.com/req/202302030/images/headshots/7a2e46a8_2022.jpg
+GK      0.67,98      2.75,6      2.11,10      75.8%,90      0.75,94      0.19,44      0.06,2      0.56,98      55.6%,98      0.00,4      0.00,94      0.00,37      0.00,37      0.00,77      0.08,87      0.03,58      0.68,98      0.25,23      +0.04,94      3.17,25      7.17,10      44.2%,92      33.78,87      5.86,87      16.5%,6      26.3,10      4.78,6      33.1%,13      33.4,21      9.44,6      0.61,29      6.5%,60      2.47,98      18.7,94       https://fbref.com/req/202302030/images/headshots/7a2e46a8_2022.jpg
 Virgil van Dijk
-CB      0.10,87      0.03,67      0.13,86      0.10,87      0.00,50      0.00,50      0.10,71      0.00,52      0.08,85      0.08,85      0.04,74      0.12,82      0.32,34      4.03,76      0.25,56      0.95,96      0.29,91      30.0%,62      0.10,67      0.33,57      12.80,31      0.00,46      0.09,40      +0.01,76      +0.01,76      74.44,91      82.29,91      90.5%,90      1445.17,97      529.21,94      26.76,87      28.57,85      93.7%,83      39.24,94      41.46,94      94.6%,91      7.75,94      10.92,91      70.9%,96      0.03,72      0.22,46      4.95,87      0.19,59      0.00,30      79.11,91      3.14,73      2.32,97      0.03,52      0.98,96      0.03,24      0.29,46      0.00,48      0.00,49      0.00,49      0.00,50      0.03,90      0.29,73      0.70,40      0.54,33      0.00,30      0.00,41      0.13,77      0.00,36      0.03,78      0.10,65      0.06,63      0.00,47      0.00,49      0.03,88      0.00,46      0.00,49      0.86,14      0.44,14      0.41,8      0.35,31      0.10,70      0.25,2      0.60,8      42.1%,3      0.35,66      0.76,10      0.51,22      0.25,12      0.98,30      1.84,19      4.38,64      0.10,19      91.30,91      11.46,85      42.13,94      45.30,88      4.06,64      2.10,94      91.30,91      0.03,4      0.03,10      100.0%,93      0.00,88      0.0%,88      55.87,90      210.92,66      100.06,51      0.44,55      0.06,75      0.22,85      0.00,94      66.19,91      0.00,52      0.41,91      0.10,3      0.10,12      0.00,48      0.03,31      0.00,63      5.33,51      3.11,83      1.08,76      74.2%,96       https://fbref.com/req/202302030/images/headshots/e06683ca_2022.jpg
+CB      0.09,75      0.03,70      0.12,76      0.09,75      0.00,50      0.00,50      0.09,85      0.00,59      0.06,62      0.06,62      0.04,77      0.11,77      0.32,31      4.26,80      0.12,33      1.03,93      0.41,98      40.0%,78      0.09,56      0.21,41      13.30,26      0.03,94      0.06,22      +0.03,77      +0.03,77      69.88,91      78.09,91      89.5%,89      1378.21,96      534.18,97      22.94,82      24.94,82      92.0%,77      38.18,96      40.44,92      94.4%,91      8.18,98      11.62,91      70.4%,88      0.03,61      0.26,56      4.59,82      0.12,51      0.00,32      75.74,91      2.29,69      2.09,93      0.18,92      0.53,71      0.00,12      0.21,35      0.00,49      0.00,49      0.00,50      0.00,50      0.06,77      0.15,90      0.91,62      0.65,62      0.03,70      0.00,38      0.18,91      0.00,38      0.06,90      0.18,88      0.12,88      0.00,47      0.00,48      0.06,90      0.00,46      0.00,48      0.47,4      0.29,7      0.32,4      0.15,10      0.00,17      0.32,12      0.47,9      68.8%,76      0.15,91      0.62,6      0.41,15      0.21,15      0.91,28      1.38,6      3.21,31      0.00,81      85.12,88      8.82,64      38.12,81      44.53,87      2.65,46      1.68,88      85.12,88      0.24,46      0.18,46      75.0%,54      0.06,56      25.0%,54      50.50,87      192.06,62      99.38,54      0.12,18      0.00,30      0.15,96      0.09,69      61.65,87      0.00,54      0.26,96      0.24,22      0.00,75      0.00,47      0.00,67      0.00,57      6.00,77      3.44,86      1.00,87      77.5%,96       https://fbref.com/req/202302030/images/headshots/e06683ca_2022.jpg
 Trent Alexander-Arnold
-FB      0.06,74      0.28,96      0.34,93      0.06,74      0.00,50      0.00,50      0.15,58      0.00,54      0.07,80      0.07,80      0.35,99      0.42,96      1.32,36      7.24,95      4.28,67      1.23,91      0.25,78      20.0%,40      0.05,56      0.25,56      23.80,13      0.15,96      0.06,43      -0.01,50      -0.01,50      67.37,92      89.66,99      75.1%,34      1280.57,97      502.59,99      30.79,86      34.58,87      89.0%,54      25.31,89      32.18,91      78.7%,37      10.19,99      19.77,99      51.6%,63      0.28,98      2.19,96      7.36,96      2.52,97      0.86,95      73.68,95      15.67,97      2.16,92      0.80,99      1.82,99      7.76,96      10.50,98      3.02,95      0.49,84      2.28,98      0.03,95      0.31,13      1.14,67      3.82,96      2.49,95      1.05,93      0.09,75      0.15,86      0.03,44      0.00,30      0.52,99      0.43,97      0.06,93      0.03,92      0.00,40      0.00,45      0.00,48      1.76,31      1.23,50      0.99,31      0.49,26      0.28,74      1.29,68      2.43,74      53.2%,37      1.14,22      0.77,8      0.22,22      0.55,16      1.32,73      3.08,45      1.26,9      0.06,26      97.91,99      2.74,15      22.69,74      50.22,97      25.77,90      1.35,57      97.91,99      1.39,50      0.92,81      66.7%,92      0.40,62      28.9%,83      54.75,96      210.85,79      101.98,70      1.20,49      0.25,61      1.08,45      0.65,39      62.87,93      0.00,50      0.68,80      0.18,5      0.15,19      0.00,45      0.00,66      0.00,56      7.36,99      0.62,15      0.40,98      60.6%,82       https://fbref.com/req/202302030/images/headshots/cd1acf9d_2022.jpg
+FB      0.06,73      0.38,97      0.44,94      0.06,73      0.00,50      0.00,50      0.06,80      0.00,55      0.08,85      0.08,85      0.38,99      0.45,98      1.67,32      8.42,97      6.34,81      1.61,90      0.47,92      29.4%,66      0.04,53      0.13,46      24.00,8      0.25,95      0.05,35      -0.01,47      -0.01,47      64.32,92      86.97,97      74.0%,40      1265.36,98      494.73,99      26.53,77      30.41,82      87.2%,37      25.58,94      33.06,97      77.4%,53      10.85,99      20.06,99      54.1%,82      0.41,99      2.84,99      7.73,95      2.68,99      0.79,95      69.53,93      17.29,99      2.93,99      0.54,98      2.18,99      8.61,98      10.22,95      4.13,97      0.91,89      2.81,98      0.00,47      0.16,56      1.07,68      5.05,99      3.03,97      1.67,99      0.09,66      0.22,92      0.03,32      0.00,29      0.57,97      0.41,94      0.13,93      0.00,41      0.03,82      0.00,40      0.00,47      1.26,8      0.73,12      0.60,14      0.41,14      0.25,64      0.85,29      1.89,56      45.0%,18      1.04,28      0.69,5      0.13,12      0.57,20      1.36,63      2.62,20      1.26,10      0.00,72      95.77,97      2.24,12      18.99,49      43.72,95      33.75,95      2.62,84      95.77,97      1.23,50      0.60,41      48.7%,27      0.63,46      51.3%,27      47.44,92      179.40,64      89.09,56      1.74,76      0.44,68      1.29,40      0.60,47      59.84,92      0.00,53      0.38,94      0.22,5      0.35,3      0.00,46      0.00,68      0.00,56      7.41,94      0.47,7      0.41,99      53.6%,63       https://fbref.com/req/202302030/images/headshots/cd1acf9d_2022.jpg
+Sadio Mané
+AM,FW      0.51,92,91      0.06,15,20      0.57,76,78      0.51,94,93      0.00,40,32      0.00,38,30      0.16,34,45      0.00,53,55      0.55,94,96      0.55,97,96      0.17,57,73      0.72,96,98      3.35,58,88      4.15,69,88      9.74,81,91      3.13,89,91      1.18,88,86      37.8%,60,61      0.16,79,79      0.43,79,86      14.20,89,61      0.00,27,39      0.18,94,94      -0.04,30,42      -0.04,29,40      26.12,48,83      35.12,48,84      74.4%,49,71      385.06,52,84      87.73,47,83      14.69,44,83      17.56,44,81      83.6%,40,78      8.75,63,91      11.49,63,91      76.1%,48,70      1.40,46,84      2.14,31,81      65.7%,84,75      0.14,58,78      1.31,37,68      2.01,66,86      1.95,84,93      0.16,35,71      34.54,58,88      0.38,10,25      0.10,25,71      0.51,90,96      0.10,37,58      1.60,33,78      0.26,42,63      0.00,12,37      0.00,19,40      0.00,23,42      0.00,42,48      0.19,35,20      1.31,25,12      3.64,62,88      2.52,60,81      0.00,18,34      0.26,51,63      0.54,97,98      0.32,84,81      0.00,25,28      0.42,62,73      0.22,52,60      0.00,37,44      0.03,62,63      0.13,97,98      0.03,65,61      0.00,46,44      1.05,34,68      0.64,38,70      0.22,17,61      0.45,39,70      0.38,78,84      0.26,25,61      0.83,13,43      30.8%,49,63      0.57,81,55      0.96,53,68      0.03,28,27      0.93,58,12      0.26,16,45      1.31,25,58      0.48,49,39      0.00,60,54      47.63,51,86      0.64,35,30      3.00,7,42      19.70,61,89      25.73,75,89      6.42,87,91      47.63,51,86      2.46,34,58      1.50,48,68      61.0%,78,84      0.93,75,55      37.7%,83,86      32.79,72,89      188.27,54,89      85.02,44,86      1.82,47,78      1.44,66,81      3.32,17,25      1.88,28,27      38.89,75,93      0.00,52,53      1.60,11,19      1.60,69,86      0.61,8,37      0.03,76,66      0.00,53,52      0.00,51,51      3.48,7,60      0.96,72,32      1.60,35,83      37.5%,66,57       https://fbref.com/req/202302030/images/headshots/c691bfe2_2022.jpg
 Joël Matip
-CB      0.08,81      0.00,32      0.08,62      0.08,81      0.00,50      0.00,50      0.25,24      0.00,52      0.06,61      0.06,61      0.02,54      0.08,56      2.31,98      4.86,88      0.16,39      0.41,35      0.25,87      60.0%,96      0.20,87      0.33,57      8.30,88      0.00,46      0.17,84      +0.02,86      +0.02,86      63.13,82      72.94,82      86.6%,65      1133.24,80      374.75,73      25.14,81      28.76,87      87.4%,23      32.55,85      35.27,83      92.3%,66      4.70,61      7.01,40      67.1%,81      0.03,71      0.33,80      4.37,77      0.58,94      0.00,30      71.95,85      0.91,7      0.58,10      0.00,24      0.41,52      0.08,39      0.33,55      0.00,48      0.00,49      0.00,49      0.00,50      0.08,77      0.41,46      1.32,91      1.15,91      0.00,30      0.00,41      0.16,94      0.00,36      0.00,36      0.00,14      0.00,18      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      1.15,33      0.66,34      0.99,61      0.16,6      0.00,19      0.91,75      1.90,90      47.8%,15      0.99,6      0.66,6      0.25,4      0.41,40      1.73,91      2.88,64      3.71,40      0.25,2      82.75,83      9.15,50      39.73,83      38.57,77      5.11,77      1.40,87      82.75,83      0.58,82      0.33,80      57.1%,40      0.25,10      42.9%,23      54.15,85      341.21,96      239.59,98      1.81,98      0.08,82      1.15,1      0.08,75      59.34,83      0.00,52      0.82,38      0.41,41      0.08,20      0.00,48      0.00,68      0.08,2      6.43,80      2.06,48      1.90,15      52.1%,9       https://fbref.com/req/202302030/images/headshots/b217ef29_2022.jpg
+CB      0.10,80      0.10,97      0.19,96      0.10,80      0.00,50      0.00,50      0.06,87      0.00,59      0.11,96      0.11,96      0.04,75      0.15,93      1.77,93      6.00,96      0.23,60      1.13,97      0.23,78      20.0%,28      0.09,56      0.43,62      9.90,69      0.00,47      0.10,56      -0.01,43      -0.01,43      66.90,88      75.61,88      88.5%,83      1270.00,90      423.13,87      21.77,80      24.42,80      89.2%,48      37.74,93      40.71,96      92.7%,72      6.52,85      8.74,62      74.5%,94      0.06,93      0.39,82      6.00,90      0.29,70      0.00,32      73.55,88      1.97,59      1.29,59      0.10,81      0.16,25      0.03,30      0.68,67      0.00,49      0.00,49      0.00,50      0.00,50      0.10,56      0.32,57      1.35,91      1.06,90      0.00,34      0.00,38      0.26,97      0.03,81      0.00,31      0.29,97      0.23,97      0.00,47      0.00,48      0.03,77      0.03,96      0.00,48      1.52,66      1.10,76      0.74,40      0.61,77      0.16,88      0.65,52      1.00,46      64.5%,64      0.35,62      0.84,12      0.45,18      0.39,49      1.42,72      2.94,65      3.00,28      0.03,60      85.52,90      7.48,41      31.97,60      48.03,92      5.97,81      2.03,96      85.52,90      0.32,60      0.29,70      90.0%,76      0.03,71      10.0%,76      52.00,91      314.94,92      231.42,96      2.00,96      0.06,83      0.42,40      0.23,27      59.26,86      0.00,54      0.42,86      0.35,45      0.00,75      0.00,47      0.00,67      0.00,57      5.97,75      3.48,87      1.61,39      68.4%,78       https://fbref.com/req/202302030/images/headshots/b217ef29_2022.jpg
 Mohamed Salah
-AM,FW      0.52,93,77      0.33,92,96      0.85,97,92      0.47,89,81      0.05,93,75      0.11,96,84      0.05,80,77      0.00,53,53      0.59,98,89      0.51,97,90      0.21,75,84      0.72,97,89      3.28,61,92      4.08,63,89      11.52,93,99      3.31,93,82      1.23,92,81      37.2%,59,42      0.14,74,61      0.38,70,66      15.10,80,42      0.05,69,77      0.15,91,62      -0.07,21,35      -0.04,36,45      24.67,46,89      32.42,41,87      76.1%,58,74      342.98,39,87      93.09,49,86      14.58,49,86      17.73,56,89      82.3%,29,60      7.74,54,91      9.63,47,89      80.4%,68,80      1.04,25,65      1.81,30,70      57.6%,63,58      0.20,82,96      1.78,73,96      1.45,41,77      2.19,94,97      0.19,49,87      31.35,49,91      0.79,30,38      0.11,42,74      0.38,82,82      0.08,25,50      1.04,26,75      0.47,60,89      0.00,12,33      0.00,21,40      0.00,28,45      0.00,40,47      0.27,12,8      1.09,59,23      3.83,76,99      2.90,81,99      0.05,41,77      0.33,75,75      0.33,78,72      0.16,48,53      0.05,62,74      0.66,89,97      0.47,90,96      0.03,72,91      0.00,25,26      0.05,70,65      0.08,92,86      0.03,87,96      0.57,3,28      0.33,7,30      0.11,4,31      0.14,4,14      0.33,54,70      0.27,13,52      0.71,7,45      38.5%,47,74      0.44,93,64      0.57,9,23      0.00,15,14      0.57,11,23      0.16,8,33      0.74,1,21      0.11,2,4      0.00,59,57      44.70,42,87      0.11,2,4      2.27,2,18      14.74,22,52      28.12,81,99      8.23,97,97      44.59,42,87      3.67,52,84      1.37,45,74      37.3%,26,31      1.97,28,13      53.7%,11,22      30.28,55,91      174.58,46,89      83.05,45,91      1.81,46,87      2.38,93,99      3.01,11,31      2.16,15,26      35.70,64,94      0.00,51,50      0.55,88,97      0.90,23,36      0.60,8,40      0.00,35,33      0.00,56,53      0.00,52,50      2.74,5,53      0.22,14,1      0.82,70,94      21.1%,14,8       https://fbref.com/req/202302030/images/headshots/e342ad68_2022.jpg
+AM      0.75,99      0.42,96      1.17,99      0.59,97      0.16,97      0.20,97      0.03,83      0.00,53      0.74,99      0.58,98      0.33,98      0.91,99      4.07,81      3.98,63      14.70,99      4.33,99      1.60,99      36.8%,54      0.14,69      0.37,69      15.80,73      0.03,54      0.13,76      +0.01,52      +0.01,51      28.51,61      37.02,58      77.0%,67      375.25,49      99.81,56      18.48,71      21.12,74      87.5%,78      7.59,49      10.07,49      75.4%,46      0.95,22      1.60,21      59.2%,75      0.24,96      2.02,85      1.50,47      1.86,81      0.13,28      36.23,66      0.49,15      0.03,13      0.59,94      0.10,38      1.34,24      0.23,38      0.03,25      0.03,38      0.00,23      0.00,42      0.29,16      1.24,31      4.59,89      3.39,92      0.00,18      0.55,90      0.59,99      0.07,13      0.00,25      0.81,97      0.55,96      0.00,37      0.16,98      0.07,73      0.03,67      0.00,46      0.55,6      0.26,7      0.16,8      0.29,22      0.10,15      0.20,15      0.62,4      31.6%,52      0.42,96      0.23,1      0.03,30      0.20,1      0.20,11      0.75,3      0.16,8      0.00,60      50.57,70      0.23,7      1.79,1      14.83,21      34.41,90      9.81,99      50.38,70      4.04,81      1.73,65      42.7%,17      2.31,13      57.3%,17      33.56,76      192.19,58      94.79,65      1.86,49      3.16,98      3.23,20      2.64,8      42.36,79      0.00,52      0.39,96      0.75,10      0.39,37      0.07,93      0.00,53      0.00,51      2.80,2      0.23,11      1.08,62      17.5%,7       https://fbref.com/req/202302030/images/headshots/e342ad68_2022.jpg
 Jordan Henderson
-MF      0.00,16      0.09,51      0.09,26      0.00,16      0.00,46      0.00,45      0.09,85      0.00,55      0.06,33      0.06,36      0.14,74      0.20,50      1.61,64      8.20,95      3.91,70      1.00,40      0.22,34      21.7%,25      0.00,16      0.00,16      22.80,26      0.00,35      0.06,30      -0.06,20      -0.06,20      58.19,91      70.08,94      83.0%,65      973.38,91      258.37,86      28.90,89      31.85,92      90.7%,75      22.26,90      25.78,91      86.4%,56      5.29,90      8.38,83      63.2%,60      0.16,83      1.35,73      6.86,94      2.04,95      0.52,97      67.43,94      2.30,66      0.52,38      0.39,80      0.48,79      1.95,71      0.74,84      0.00,22      0.00,29      0.00,32      0.00,42      0.35,9      1.39,14      3.12,72      2.82,90      0.04,48      0.00,15      0.13,58      0.04,31      0.09,77      0.30,63      0.22,62      0.00,40      0.00,39      0.04,84      0.04,86      0.00,44      1.39,11      1.00,25      0.43,12      0.78,35      0.17,30      0.65,24      1.56,25      41.7%,45      0.91,71      0.91,19      0.13,19      0.78,24      0.91,44      2.30,18      0.69,22      0.04,24      77.33,92      1.48,22      12.02,53      43.96,90      21.91,84      1.95,60      77.33,92      1.00,30      0.52,26      52.2%,58      0.35,72      34.8%,54      46.00,92      209.86,83      88.79,70      2.13,87      0.04,26      0.78,83      0.39,93      57.24,92      0.00,53      0.78,87      0.39,7      0.13,20      0.00,43      0.00,57      0.00,54      7.07,79      0.48,20      0.43,93      52.4%,63       https://fbref.com/req/202302030/images/headshots/935e6b8f_2022.jpg
+MF      0.07,53      0.17,83      0.24,65      0.07,54      0.00,46      0.00,45      0.10,72      0.00,54      0.05,33      0.05,33      0.12,71      0.17,54      1.87,59      8.49,97      4.02,69      1.07,45      0.21,26      19.4%,19      0.06,51      0.33,72      24.50,19      0.03,67      0.05,29      +0.02,66      +0.02,66      65.36,96      77.84,96      84.0%,75      1102.32,96      297.14,93      30.29,91      33.79,93      89.6%,69      27.76,96      31.92,96      87.0%,63      5.30,85      7.90,83      67.1%,70      0.13,78      1.32,74      7.45,95      1.80,95      0.49,92      74.79,96      2.84,69      0.87,54      0.31,72      0.45,73      1.94,63      0.94,92      0.07,51      0.00,28      0.03,58      0.00,43      0.21,25      1.39,13      3.33,78      2.98,89      0.14,66      0.07,43      0.07,29      0.03,26      0.03,49      0.49,92      0.49,97      0.00,37      0.00,40      0.00,35      0.00,41      0.00,46      1.25,17      0.69,19      0.31,6      0.87,49      0.07,12      0.59,25      1.52,20      38.6%,46      0.94,75      0.87,19      0.03,8      0.83,39      0.80,31      2.04,16      0.49,10      0.00,71      84.70,96      1.18,18      10.12,37      50.87,96      24.05,90      1.32,43      84.70,96      0.87,20      0.55,20      64.0%,59      0.31,79      36.0%,59      48.69,92      211.85,79      94.89,72      1.63,63      0.17,45      0.97,85      0.42,94      64.42,96      0.00,52      0.80,82      0.24,1      0.10,32      0.00,42      0.00,59      0.00,51      7.90,86      0.62,29      0.45,97      58.1%,85       https://fbref.com/req/202302030/images/headshots/935e6b8f_2022.jpg
 Andrew Robertson
-FB      0.00,25      0.28,97      0.28,92      0.00,25      0.00,50      0.00,50      0.10,79      0.00,54      0.05,61      0.05,61      0.21,90      0.26,87      2.79,85      5.78,84      6.76,85      0.45,40      0.07,34      15.4%,28      0.00,25      0.00,25      14.50,78      0.00,43      0.11,84      -0.05,11      -0.05,11      62.82,90      78.92,92      79.6%,58      1064.60,91      331.95,89      29.79,84      32.86,85      90.7%,68      27.39,92      32.68,93      83.8%,68      4.77,90      9.97,95      47.9%,50      0.23,96      1.81,90      4.22,81      1.15,75      0.49,74      65.61,91      13.07,95      2.26,93      0.07,57      0.42,79      6.79,95      7.98,70      2.82,92      0.80,87      1.71,95      0.00,47      0.24,25      1.43,32      3.31,92      2.06,84      0.94,92      0.03,57      0.14,83      0.03,45      0.10,96      0.45,93      0.31,90      0.14,99      0.00,45      0.00,40      0.00,45      0.00,48      1.32,8      0.73,9      0.42,3      0.56,39      0.35,85      0.73,17      1.43,26      51.2%,29      0.70,56      1.12,43      0.17,19      0.94,63      0.63,8      1.95,7      1.74,19      0.10,10      86.52,92      2.75,16      24.08,80      37.77,85      25.33,87      2.06,78      86.52,92      1.46,59      0.59,54      40.5%,39      0.80,30      54.8%,15      48.26,89      233.52,89      137.07,90      2.09,91      0.35,78      1.08,43      0.24,81      57.04,89      0.00,50      0.77,74      0.35,13      0.24,11      0.00,45      0.00,66      0.00,56      6.06,75      0.77,25      0.84,77      47.8%,40       https://fbref.com/req/202302030/images/headshots/2e4f5f03_2022.jpg
+FB      0.11,89      0.35,95      0.46,95      0.11,89      0.00,50      0.00,50      0.18,42      0.04,10      0.05,71      0.05,71      0.20,90      0.25,85      3.41,92      6.60,93      8.48,95      0.64,55      0.28,82      44.4%,90      0.17,88      0.38,69      16.90,71      0.00,41      0.08,78      +0.06,94      +0.06,94      66.87,94      83.37,94      80.2%,83      1083.05,94      364.68,95      34.77,94      38.24,94      90.9%,88      26.93,97      32.14,95      83.8%,84      4.26,88      9.51,88      44.8%,58      0.20,94      1.95,94      4.65,92      1.60,90      0.46,71      70.45,94      12.63,92      1.99,94      0.11,73      0.35,69      6.92,95      7.77,41      2.87,93      0.28,75      2.41,97      0.00,47      0.28,19      1.21,55      3.97,95      2.87,95      0.85,92      0.04,36      0.07,55      0.11,66      0.04,63      0.60,98      0.50,98      0.11,92      0.00,41      0.00,41      0.00,40      0.00,47      1.28,10      0.75,15      0.57,10      0.53,32      0.18,44      0.71,24      1.24,16      57.1%,56      0.53,82      0.85,12      0.11,10      0.75,46      0.82,11      2.09,8      2.16,40      0.00,72      90.67,93      2.73,19      18.73,44      41.58,94      31.29,92      3.12,92      90.67,93      0.82,25      0.46,29      56.5%,62      0.35,79      43.5%,62      50.94,94      249.85,95      153.61,97      3.02,95      0.67,79      0.85,75      0.53,53      61.41,93      0.00,53      0.67,75      0.32,11      0.14,16      0.00,46      0.00,68      0.00,56      6.39,80      0.92,34      0.50,97      65.0%,92       https://fbref.com/req/202302030/images/headshots/2e4f5f03_2022.jpg
 Diogo Jota
-AM      0.56,96      0.32,90      0.88,99      0.56,97      0.00,40      0.00,40      0.16,44      0.00,53      0.52,97      0.52,98      0.17,59      0.68,96      2.71,42      2.39,22      8.28,65      2.79,87      0.88,73      31.4%,30      0.20,94      0.64,96      11.70,98      0.00,29      0.19,98      +0.04,68      +0.04,66      22.76,36      30.32,34      75.1%,53      307.80,31      70.50,28      13.69,40      17.19,46      79.6%,18      6.92,40      8.67,35      79.8%,64      0.80,16      1.59,21      50.0%,44      0.14,53      1.35,47      2.23,69      0.64,12      0.16,43      30.16,43      0.16,5      0.00,13      0.24,63      0.08,24      0.64,11      0.00,3      0.00,12      0.00,21      0.00,28      0.00,40      0.00,92      1.11,56      2.63,23      1.83,27      0.00,16      0.24,54      0.40,93      0.16,47      0.00,21      0.40,58      0.32,72      0.00,36      0.08,80      0.00,27      0.00,32      0.00,43      1.83,70      1.19,78      0.64,61      0.64,56      0.56,93      0.95,86      2.94,99      32.4%,29      1.99,1      0.40,3      0.00,15      0.40,4      0.24,14      2.07,52      0.88,74      0.00,59      43.77,36      1.67,85      5.65,43      18.70,58      20.05,31      5.81,87      43.77,36      3.10,45      1.11,29      35.9%,21      1.67,44      53.8%,10      26.98,44      154.22,31      84.91,51      2.07,58      1.11,51      2.71,21      1.51,53      32.07,44      0.00,51      1.51,20      1.19,42      0.24,44      0.08,91      0.00,56      0.00,52      4.77,55      1.43,84      2.07,12      40.9%,68       https://fbref.com/req/202302030/images/headshots/178ae8f8_2022.jpg
+FW,AM      0.57,96,94      0.15,65,51      0.72,91,88      0.57,98,96      0.00,32,40      0.00,30,38      0.11,63,52      0.00,55,53      0.62,98,98      0.62,99,99      0.22,91,75      0.84,99,98      2.82,75,40      3.31,80,56      7.27,78,57      3.43,96,96      1.22,88,90      35.6%,48,47      0.17,85,83      0.47,89,83      12.30,96,99      0.00,39,27      0.19,96,97      -0.05,39,24      -0.05,39,22      21.28,75,26      29.31,75,24      72.6%,65,40      296.92,75,24      73.40,80,31      12.34,73,31      15.11,68,26      81.6%,65,29      6.97,80,35      8.79,80,33      79.2%,83,67      0.84,70,19      1.75,73,24      47.8%,25,43      0.13,76,53      1.52,88,56      1.75,81,60      0.99,75,38      0.08,58,19      29.12,75,29      0.00,1,1      0.00,22,6      0.38,89,80      0.04,32,15      0.80,58,6      0.00,8,2      0.00,37,12      0.00,40,19      0.00,42,23      0.00,48,42      0.19,22,37      0.88,55,79      3.73,89,67      2.40,76,51      0.00,34,18      0.46,84,80      0.34,78,79      0.49,96,97      0.04,61,62      0.49,86,75      0.27,73,62      0.00,44,37      0.08,83,85      0.08,76,85      0.08,88,88      0.00,44,46      1.48,91,65      0.69,78,51      0.46,88,52      0.69,91,70      0.34,76,66      0.49,91,57      2.09,96,72      23.6%,45,24      1.60,1,13      0.72,45,29      0.08,52,62      0.65,47,79      0.23,40,13      1.71,88,44      0.23,12,15      0.00,54,60      41.76,76,26      0.49,20,25      3.31,48,12      16.52,70,37      22.69,80,56      6.93,94,89      41.76,76,26      2.63,63,39      1.03,52,21      39.1%,17,8      1.60,22,44      60.9%,17,8      24.71,73,22      146.99,71,21      77.25,78,33      1.98,81,58      1.29,71,58      2.40,68,54      1.26,68,72      32.13,76,35      0.00,53,52      1.56,20,12      1.52,80,62      0.19,93,62      0.08,89,94      0.00,52,53      0.00,51,51      3.81,73,24      1.41,50,84      3.16,37,7      30.8%,32,43       https://fbref.com/req/202302030/images/headshots/178ae8f8_2022.jpg
 Fabinho
-MF      0.00,16      0.07,44      0.07,21      0.00,16      0.00,46      0.00,45      0.37,16      0.00,55      0.02,14      0.02,15      0.07,37      0.10,21      0.51,12      5.42,64      1.31,35      0.61,21      0.13,20      22.2%,27      0.00,16      0.00,16      22.00,31      0.00,35      0.04,12      -0.02,40      -0.02,41      54.49,87      61.73,82      88.3%,93      882.55,87      207.66,74      27.53,84      29.72,83      92.6%,92      21.13,89      22.91,84      92.2%,90      4.21,80      6.07,70      69.4%,75      0.06,35      0.57,18      4.41,69      0.57,31      0.00,12      60.28,86      1.28,35      1.04,65      0.17,46      0.20,33      0.17,9      0.24,55      0.00,22      0.00,29      0.00,32      0.00,42      0.17,47      0.61,89      1.85,29      1.65,42      0.00,20      0.00,15      0.03,18      0.07,40      0.10,81      0.27,56      0.24,70      0.00,40      0.00,39      0.00,36      0.03,74      0.00,44      2.19,55      1.28,57      0.61,27      1.35,87      0.24,46      0.81,43      2.09,60      38.7%,31      1.28,28      1.28,47      0.37,68      0.91,40      1.25,70      3.44,64      1.35,62      0.00,69      70.49,80      2.80,75      15.37,73      44.28,92      10.95,32      0.71,28      70.49,80      0.51,5      0.24,6      46.7%,40      0.13,95      26.7%,80      39.90,78      157.32,50      64.46,40      0.94,40      0.03,22      0.57,98      0.40,92      50.31,80      0.00,53      1.79,15      0.81,30      0.00,80      0.00,43      0.00,57      0.00,54      6.07,52      1.01,66      0.71,70      58.8%,81       https://fbref.com/req/202302030/images/headshots/7f3b388c_2022.jpg
+MF      0.19,80      0.04,29      0.23,63      0.12,68      0.08,96      0.08,96      0.27,23      0.00,54      0.15,76      0.09,58      0.05,25      0.14,40      0.70,16      5.21,66      1.44,33      0.74,23      0.27,41      36.8%,73      0.16,88      0.43,83      19.90,61      0.08,75      0.14,92      +0.04,80      +0.02,72      52.51,83      60.29,78      87.1%,86      848.70,81      222.16,72      26.29,83      28.82,83      91.2%,84      21.31,84      23.65,85      90.1%,85      3.66,63      5.25,54      69.6%,75      0.07,44      0.62,21      5.87,87      0.47,24      0.04,19      59.31,83      0.89,23      0.89,58      0.19,55      0.16,33      0.23,13      0.00,5      0.00,22      0.00,28      0.00,28      0.00,43      0.08,71      0.66,77      2.06,33      1.63,43      0.00,23      0.00,13      0.12,51      0.23,80      0.08,75      0.19,45      0.12,37      0.00,37      0.00,40      0.08,96      0.00,41      0.00,46      1.79,36      0.97,36      0.66,27      0.89,54      0.23,50      0.93,57      2.72,79      34.3%,30      1.79,17      1.28,54      0.39,77      0.89,43      1.52,84      3.31,59      0.97,41      0.04,32      69.54,76      1.63,31      13.34,57      45.70,90      10.93,23      0.82,25      69.46,75      0.58,9      0.43,15      73.3%,85      0.16,93      26.7%,85      36.64,72      153.75,47      72.89,46      1.05,34      0.04,13      0.93,88      0.51,89      47.88,78      0.00,52      1.56,21      1.09,55      0.00,77      0.00,42      0.00,59      0.00,51      7.51,79      1.67,84      0.93,62      64.2%,92       https://fbref.com/req/202302030/images/headshots/7f3b388c_2022.jpg
 Thiago Alcántara
-MF      0.00,16      0.00,13      0.00,7      0.00,16      0.00,46      0.00,45      0.14,70      0.00,55      0.03,17      0.03,18      0.08,40      0.11,23      0.93,33      8.61,98      1.72,45      0.72,28      0.07,11      10.0%,9      0.00,16      0.00,16      24.10,20      0.00,35      0.05,20      -0.03,37      -0.03,37      67.89,98      78.73,98      86.2%,83      1235.81,98      357.99,98      31.08,96      33.45,96      92.9%,95      24.83,95      28.13,96      88.3%,73      9.76,99      12.34,97      79.1%,94      0.09,53      1.22,65      7.89,96      1.44,85      0.07,36      76.29,98      2.22,64      1.65,80      0.57,94      1.08,95      0.22,18      0.43,68      0.00,22      0.00,29      0.00,32      0.00,42      0.22,34      1.58,7      2.94,65      2.37,71      0.00,20      0.22,79      0.07,29      0.07,41      0.22,98      0.14,29      0.14,47      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      3.09,90      1.72,88      1.44,87      1.51,94      0.14,16      1.00,70      1.65,30      60.9%,92      0.65,90      1.08,30      0.22,40      0.86,34      1.51,87      4.59,92      0.93,39      0.14,5      89.78,98      3.23,83      19.52,92      57.13,98      13.49,43      0.57,21      89.78,98      2.15,68      1.51,89      70.0%,91      0.29,81      13.3%,95      51.53,96      261.17,95      123.52,91      1.51,64      0.00,9      0.93,75      1.58,14      65.31,98      0.00,53      1.29,46      1.79,86      0.00,80      0.00,43      0.07,4      0.00,54      7.97,90      1.00,65      1.72,10      36.8%,22       https://fbref.com/req/202302030/images/headshots/77e84962_2022.jpg
+MF      0.06,47      0.23,92      0.29,74      0.06,49      0.00,46      0.00,45      0.12,65      0.00,54      0.11,61      0.11,67      0.13,74      0.25,72      1.41,45      12.56,99      2.64,54      1.47,66      0.35,51      24.0%,30      0.04,42      0.17,42      19.30,68      0.00,32      0.08,65      -0.05,18      -0.05,17      78.62,99      88.47,99      88.9%,91      1451.32,99      419.49,99      33.62,98      36.61,98      91.8%,85      34.85,99      37.55,99      92.8%,94      8.80,97      11.15,94      78.9%,93      0.10,66      1.70,88      12.38,99      1.53,87      0.06,28      87.30,99      1.06,30      0.59,40      0.23,65      1.00,96      0.23,14      0.23,52      0.06,49      0.00,28      0.06,60      0.00,43      0.12,57      0.76,61      3.93,90      3.34,96      0.00,23      0.06,34      0.41,98      0.06,34      0.06,64      0.35,78      0.35,86      0.00,37      0.00,40      0.00,35      0.00,41      0.00,46      2.82,84      1.70,87      0.82,46      1.41,90      0.59,95      0.59,25      2.46,70      23.8%,6      1.88,13      1.29,55      0.12,30      1.17,68      1.53,85      4.34,88      0.76,23      0.12,5      99.74,99      1.88,40      14.49,68      64.89,99      21.24,80      1.17,39      99.74,99      1.88,59      1.17,61      62.5%,53      0.70,41      37.5%,53      60.96,99      293.53,99      140.40,94      2.52,91      0.06,19      0.94,87      0.76,68      75.04,99      0.00,52      1.11,56      0.76,29      0.00,77      0.00,42      0.00,59      0.00,51      7.39,77      1.82,88      0.70,76      72.1%,99       https://fbref.com/req/202302030/images/headshots/77e84962_2022.jpg
+Naby Keïta
+MF      0.23,86      0.08,44      0.31,77      0.23,88      0.00,46      0.00,45      0.23,33      0.00,54      0.17,83      0.17,84      0.15,80      0.31,83      2.99,85      5.75,75      3.22,61      1.99,84      0.54,72      26.9%,41      0.12,81      0.43,83      22.60,31      0.00,32      0.08,65      +0.06,87      +0.06,87      49.34,78      58.08,73      84.9%,78      701.36,64      191.89,58      29.16,89      32.61,91      89.4%,68      16.80,67      19.26,66      87.3%,66      1.69,25      2.53,13      66.7%,67      0.16,88      1.15,59      4.30,66      1.61,92      0.00,9      56.85,79      1.07,33      0.00,2      0.46,90      0.00,4      0.61,30      0.31,61      0.00,22      0.00,28      0.00,28      0.00,43      0.15,46      1.23,21      3.53,84      2.99,90      0.00,23      0.00,13      0.31,92      0.00,11      0.23,99      0.46,89      0.38,88      0.00,37      0.00,40      0.08,96      0.00,41      0.00,46      3.53,99      1.76,88      1.30,88      1.46,92      0.77,99      1.99,99      3.22,90      61.9%,96      1.23,53      2.53,99      0.15,35      2.38,99      1.07,61      4.60,93      0.61,13      0.00,71      71.59,81      1.00,13      9.28,29      39.74,79      23.25,86      2.30,73      71.59,81      1.84,57      1.15,59      62.5%,53      0.69,43      37.5%,53      39.44,79      216.29,82      122.15,89      2.30,87      0.61,79      2.30,20      0.77,67      50.49,81      0.00,52      1.61,18      0.69,24      0.00,77      0.00,42      0.00,59      0.00,51      5.22,25      0.46,18      1.15,42      28.6%,9       https://fbref.com/req/202302030/images/headshots/f25c8e3a_2022.jpg
 Ibrahima Konaté
-CB      0.00,25      0.00,32      0.00,17      0.00,25      0.00,50      0.00,50      0.29,10      0.00,52      0.07,73      0.07,73      0.01,17      0.08,55      0.41,39      3.25,55      0.29,60      0.64,71      0.17,66      27.3%,53      0.00,25      0.00,25      9.70,70      0.00,46      0.11,65      -0.07,10      -0.07,10      57.29,73      65.82,73      87.0%,72      1027.11,69      401.58,80      21.69,72      23.95,72      90.6%,53      31.26,78      34.10,82      91.7%,57      3.42,27      6.32,29      54.1%,37      0.05,88      0.06,6      3.25,51      0.12,31      0.00,30      64.66,76      1.10,9      0.93,30      0.12,85      0.35,50      0.06,33      0.17,29      0.00,48      0.00,49      0.00,49      0.00,50      0.06,83      0.29,70      0.99,78      0.70,69      0.00,30      0.06,93      0.12,71      0.06,90      0.06,91      0.06,50      0.06,60      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      2.20,85      1.51,96      1.45,86      0.75,88      0.00,19      0.93,78      1.57,72      59.3%,40      0.64,24      0.70,8      0.29,7      0.41,39      1.51,77      3.71,87      3.54,31      0.23,3      76.37,72      6.20,12      34.16,52      40.07,82      2.49,39      1.28,76      76.37,72      0.81,91      0.58,94      71.4%,64      0.12,36      14.3%,66      48.07,76      210.33,65      108.50,59      0.41,51      0.00,27      0.70,14      0.23,27      53.23,76      0.00,52      1.68,1      0.87,88      0.06,28      0.00,48      0.06,18      0.06,8      6.20,75      2.67,72      0.81,91      76.7%,97       https://fbref.com/req/202302030/images/headshots/5ed9b537_2022.jpg
+CB      0.00,18      0.00,33      0.00,14      0.00,18      0.00,50      0.00,50      0.18,49      0.00,59      0.02,14      0.02,14      0.00,6      0.02,6      0.64,60      4.64,82      0.18,50      0.36,29      0.00,6      0.0%,6      0.00,18      11.50,46      0.00,47      0.05,12      -0.02,35      -0.02,35      60.27,83      68.55,78      87.9%,81      1094.73,77      462.91,92      21.55,78      23.36,76      92.2%,78      34.45,87      37.27,87      92.4%,66      3.45,33      6.09,23      56.7%,57      0.02,43      0.00,2      4.27,78      0.45,87      0.00,32      67.73,82      0.64,4      0.45,10      0.18,93      0.09,15      0.00,12      0.18,33      0.00,49      0.00,49      0.00,50      0.00,50      0.18,20      0.09,94      0.55,36      0.45,36      0.00,34      0.00,38      0.00,14      0.00,38      0.09,96      0.27,96      0.27,99      0.00,47      0.00,48      0.00,35      0.00,46      0.00,48      1.45,61      0.91,66      0.82,49      0.55,72      0.09,67      0.64,51      0.91,38      70.0%,81      0.27,76      1.18,40      0.82,49      0.36,44      1.45,75      2.91,64      3.36,35      0.09,25      77.73,80      6.27,18      31.00,49      45.09,88      1.82,23      0.55,14      77.73,80      0.27,55      0.18,50      66.7%,41      0.09,38      33.3%,41      45.18,72      207.82,69      133.36,80      0.18,29      0.00,30      0.36,51      0.09,67      52.82,75      0.00,54      0.91,38      0.27,29      0.00,75      0.00,47      0.00,67      0.00,57      5.82,69      3.09,76      1.73,31      64.2%,61       https://fbref.com/req/202302030/images/headshots/5ed9b537_2022.jpg
 Luis Díaz
-AM      0.36,80      0.18,62      0.54,81      0.36,82      0.00,40      0.00,40      0.18,30      0.00,53      0.23,54      0.23,62      0.14,45      0.36,49      3.52,72      4.43,72      10.48,90      2.44,77      0.72,54      29.6%,27      0.15,80      0.50,91      15.10,80      0.00,29      0.09,35      +0.14,92      +0.14,92      33.98,85      41.75,79      81.4%,87      514.88,80      101.57,57      19.43,81      23.13,85      84.0%,36      11.48,84      13.55,80      84.7%,85      2.26,66      2.44,39      92.6%,99      0.12,46      1.17,37      2.26,70      1.17,54      0.09,21      40.93,85      0.63,18      0.00,13      0.00,5      0.63,93      0.72,14      0.54,64      0.09,35      0.00,21      0.00,28      0.00,40      0.18,45      1.36,30      3.70,72      2.62,70      0.00,16      0.63,93      0.27,65      0.18,59      0.00,21      0.54,82      0.27,60      0.00,36      0.18,97      0.09,87      0.00,32      0.00,43      1.54,51      0.99,61      0.36,29      0.72,69      0.45,79      0.72,66      1.36,39      53.3%,89      0.63,79      0.72,16      0.00,15      0.72,24      0.54,61      2.08,53      0.18,6      0.00,59      55.84,82      0.36,6      4.25,21      22.32,75      30.36,88      6.96,94      55.84,82      5.87,94      2.89,94      49.2%,74      2.26,20      38.5%,75      39.76,91      266.02,93      117.74,87      2.80,85      1.99,86      2.71,19      3.34,1      45.18,90      0.00,51      1.81,7      2.17,87      0.27,41      0.00,35      0.00,56      0.00,52      4.52,42      0.72,64      2.08,11      25.8%,30       https://fbref.com/req/202302030/images/headshots/4a1a9578_2022.jpg
+AM      0.38,78      0.28,81      0.66,83      0.38,80      0.00,40      0.00,38      0.00,92      0.00,53      0.34,81      0.34,84      0.24,85      0.58,88      4.98,93      3.57,60      11.93,93      3.57,98      1.22,92      34.2%,42      0.11,52      0.31,45      16.70,60      0.00,27      0.09,38      +0.04,63      +0.04,63      36.83,83      42.75,74      86.2%,98      507.87,78      102.68,58      22.55,85      24.80,84      90.9%,92      10.90,84      12.49,74      87.2%,94      2.07,62      2.35,33      88.0%,99      0.14,60      1.88,79      1.32,35      2.07,92      0.38,79      42.56,83      0.19,4      0.00,6      0.00,4      0.19,56      1.32,21      0.19,31      0.00,12      0.00,19      0.00,23      0.00,42      0.00,96      1.03,58      5.64,98      3.85,96      0.00,18      1.03,98      0.56,98      0.09,21      0.09,88      0.38,56      0.28,69      0.00,37      0.00,30      0.09,93      0.00,31      0.00,46      0.85,21      0.66,46      0.28,21      0.47,44      0.09,12      0.19,13      0.75,11      25.0%,26      0.56,84      0.66,21      0.00,13      0.66,30      0.38,29      1.22,19      0.19,11      0.00,60      55.90,80      0.38,16      3.01,8      20.57,67      32.79,88      7.23,90      55.90,80      4.60,87      2.91,94      63.3%,87      1.69,35      36.7%,87      37.48,87      254.78,92      121.47,87      2.07,63      2.91,97      2.54,51      2.44,11      44.72,87      0.00,52      1.32,21      1.32,48      0.28,48      0.00,37      0.00,53      0.00,51      5.07,67      1.41,85      1.50,37      48.4%,92       https://fbref.com/req/202302030/images/headshots/4a1a9578_2022.jpg
 Roberto Firmino
-FW      0.82,96      0.30,91      1.11,97      0.82,97      0.00,32      0.00,30      0.00,92      0.00,53      0.41,62      0.41,72      0.19,81      0.59,82      1.19,28      5.79,99      7.12,74      2.89,69      1.85,97      64.1%,99      0.28,97      0.44,82      12.30,83      0.00,36      0.14,50      +0.41,99      +0.41,99      32.94,99      42.00,99      78.4%,87      440.13,96      141.57,99      20.55,99      24.04,99      85.5%,82      9.13,96      11.50,96      79.4%,74      1.34,75      1.93,74      69.2%,79      0.16,91      1.56,87      3.49,99      1.41,87      0.07,53      40.66,99      1.19,53      0.07,65      0.59,97      0.00,14      0.89,65      0.45,86      0.00,33      0.00,40      0.00,45      0.00,47      0.15,31      1.56,6      3.41,89      2.67,96      0.00,33      0.30,67      0.45,89      0.00,5      0.00,28      0.52,91      0.30,81      0.00,45      0.07,82      0.15,96      0.00,31      0.00,47      1.26,84      0.89,89      0.15,40      0.89,96      0.22,42      0.30,58      1.56,91      19.0%,10      1.26,6      1.19,89      0.07,38      1.11,89      0.52,89      1.78,84      0.15,8      0.00,57      54.53,99      0.22,6      5.12,87      27.82,99      21.89,79      6.23,89      54.53,99      1.78,36      0.96,48      54.2%,91      0.74,72      41.7%,69      31.39,97      130.36,64      55.05,62      1.04,53      0.52,25      2.82,43      1.71,43      41.92,99      0.00,50      0.67,94      0.45,6      0.37,70      0.00,33      0.00,53      0.00,50      4.75,94      1.11,35      2.23,53      33.3%,34       https://fbref.com/req/202302030/images/headshots/4c370d81_2022.jpg
+FW      0.45,83      0.36,96      0.82,98      0.45,88      0.00,32      0.00,30      0.27,19      0.00,55      0.43,78      0.43,81      0.15,70      0.58,84      2.45,65      3.64,81      9.09,89      2.73,75      1.00,73      36.7%,56      0.17,85      0.45,88      15.30,42      0.00,39      0.16,83      +0.03,75      +0.03,76      35.45,94      45.55,94      77.8%,88      466.55,94      107.09,93      21.55,94      24.18,94      89.1%,94      9.73,94      13.64,98      71.3%,52      1.36,83      1.91,76      71.4%,91      0.15,86      1.45,80      2.82,98      1.09,78      0.09,63      44.18,98      1.36,65      0.09,70      0.45,91      0.18,76      0.73,55      0.64,98      0.00,37      0.00,40      0.00,42      0.00,48      0.00,92      1.45,7      3.64,86      3.18,96      0.00,34      0.09,27      0.27,47      0.09,16      0.00,28      0.45,80      0.36,89      0.00,44      0.00,29      0.09,88      0.00,27      0.00,44      2.09,99      1.27,99      0.45,84      0.73,94      0.91,99      0.27,66      1.45,86      18.8%,24      1.18,11      1.82,99      0.00,11      1.82,99      0.36,65      2.45,99      0.27,14      0.00,54      60.36,98      0.36,17      4.45,75      27.45,98      29.27,93      6.18,86      60.36,98      3.00,80      1.55,76      51.5%,53      1.45,27      48.5%,53      33.64,93      171.09,81      80.27,80      2.18,86      0.55,30      3.00,42      2.27,12      45.45,96      0.00,53      0.64,88      0.55,6      0.27,83      0.00,30      0.00,52      0.00,51      4.82,94      1.27,42      2.45,58      34.1%,42       https://fbref.com/req/202302030/images/headshots/4c370d81_2022.jpg
 Curtis Jones
-MF      0.26,91      0.09,52      0.35,79      0.26,92      0.00,46      0.00,45      0.17,56      0.00,55      0.10,57      0.10,59      0.10,50      0.20,52      2.70,86      6.00,74      6.52,92      1.30,68      0.43,71      33.3%,62      0.20,91      0.60,88      17.90,68      0.00,35      0.08,49      +0.16,98      +0.16,98      53.13,85      58.87,79      90.3%,97      796.52,76      164.78,55      29.04,90      30.87,86      94.1%,97      20.26,85      21.74,80      93.2%,94      2.17,36      2.78,16      78.1%,91      0.12,70      1.22,64      4.61,74      1.22,77      0.09,40      57.74,80      1.04,29      0.17,12      0.43,83      0.26,48      0.78,44      0.78,85      0.00,22      0.00,29      0.00,32      0.00,42      0.09,76      0.61,88      3.30,79      2.70,87      0.00,20      0.35,95      0.09,36      0.09,47      0.09,78      0.35,70      0.26,72      0.00,40      0.09,95      0.00,36      0.00,36      0.00,44      2.96,88      1.48,70      0.70,35      1.04,62      1.22,99      1.57,96      2.70,87      58.1%,88      1.13,46      1.04,27      0.17,29      0.87,36      0.26,1      3.22,58      0.78,28      0.00,69      71.39,80      1.22,14      9.13,15      36.26,75      26.43,92      3.48,91      71.39,80      2.61,75      0.96,57      36.7%,13      1.13,17      43.3%,24      47.83,93      230.00,89      87.91,69      1.30,57      0.96,93      1.91,18      2.52,1      54.52,89      0.00,53      1.13,61      1.39,64      0.17,13      0.00,43      0.00,57      0.00,54      4.87,14      0.26,5      0.52,85      33.3%,18       https://fbref.com/req/202302030/images/headshots/4fb9c88f_2022.jpg
-Kostas Tsimikas
-FB      0.00,25      0.47,99      0.47,97      0.00,25      0.00,50      0.00,50      0.35,7      0.00,54      0.07,78      0.07,78      0.19,87      0.27,89      2.68,81      3.04,28      8.99,97      0.82,73      0.23,77      28.6%,66      0.00,25      0.00,25      15.50,68      0.00,43      0.09,69      -0.07,4      -0.07,4      55.33,83      72.14,86      76.7%,42      978.09,86      276.19,74      26.03,74      29.77,77      87.5%,37      21.60,81      26.26,81      82.2%,61      6.54,96      12.96,97      50.5%,57      0.15,85      2.10,95      2.33,26      0.82,57      0.47,73      54.86,78      17.04,98      2.68,98      0.12,74      0.23,56      9.92,98      10.16,95      4.20,98      1.28,92      2.68,99      0.00,47      0.23,26      1.05,74      3.15,89      1.40,58      1.52,98      0.00,26      0.23,92      0.00,19      0.00,30      0.47,96      0.35,92      0.12,97      0.00,45      0.00,40      0.00,45      0.00,48      1.63,23      1.05,32      1.17,46      0.23,3      0.23,62      1.17,51      1.87,51      62.5%,61      0.70,55      0.93,25      0.12,13      0.82,51      1.40,84      3.04,42      1.75,20      0.00,75      83.23,87      2.68,14      19.84,43      32.80,75      31.28,96      2.57,86      83.23,87      1.75,73      0.47,40      26.7%,13      0.93,21      53.3%,16      41.44,78      213.97,80      102.02,72      1.05,38      0.58,87      1.52,15      0.82,27      47.74,78      0.00,50      1.52,13      1.05,72      0.00,80      0.00,45      0.00,66      0.00,56      5.84,74      0.82,30      0.82,78      50.0%,49       https://fbref.com/req/202302030/images/headshots/f315ca93_2022.jpg
-James Milner
-MF      0.00,16      0.10,57      0.10,31      0.00,16      0.00,46      0.00,45      0.20,47      0.00,55      0.04,20      0.04,22      0.09,48      0.13,28      2.07,70      6.90,85      7.69,97      0.69,27      0.10,12      14.3%,13      0.00,16      0.00,16      17.90,68      0.00,35      0.06,30      -0.04,31      -0.04,32      55.50,88      71.66,95      77.4%,29      975.02,92      335.45,97      25.73,80      28.69,81      89.7%,68      23.46,91      27.50,93      85.3%,50      5.13,89      11.04,95      46.4%,12      0.16,86      1.28,69      6.01,87      1.48,88      0.49,93      61.61,88      9.76,99      1.97,85      0.20,54      0.39,71      5.13,95      6.41,99      1.18,83      0.20,68      0.89,95      0.00,42      0.30,15      2.37,1      3.55,88      2.66,85      0.39,84      0.30,89      0.20,76      0.00,9      0.00,21      0.30,61      0.20,59      0.10,94      0.00,39      0.00,36      0.00,36      0.00,44      2.56,76      1.58,81      1.08,70      1.08,68      0.39,74      1.48,95      3.35,96      44.1%,53      1.87,5      1.38,55      0.20,34      1.18,63      1.18,65      3.75,74      1.48,72      0.00,69      83.59,97      2.37,53      19.32,91      38.44,81      26.02,91      2.37,71      83.59,97      2.07,66      1.08,70      52.4%,59      0.79,31      38.1%,44      44.06,89      184.14,69      87.34,68      1.68,72      0.49,75      1.87,20      1.38,21      54.32,87      0.00,53      1.58,26      1.48,72      0.00,80      0.00,43      0.00,57      0.00,54      6.31,58      1.28,79      1.38,23      48.1%,51       https://fbref.com/req/202302030/images/headshots/2f90f6b8_2022.jpg
-Harvey Elliott
-MF      0.06,44      0.11,65      0.17,53      0.06,45      0.00,46      0.00,45      0.11,78      0.00,55      0.12,62      0.12,64      0.20,90      0.32,82      3.01,90      7.92,92      7.20,95      2.01,90      0.67,90      33.3%,62      0.03,36      0.08,30      19.30,56      0.00,35      0.06,30      -0.06,19      -0.06,19      45.14,72      56.30,75      80.2%,50      688.87,66      178.38,63      24.66,77      27.56,77      89.5%,64      16.52,67      20.25,72      81.5%,26      2.51,45      4.74,53      52.9%,31      0.24,96      1.45,80      3.79,58      2.29,97      0.33,84      53.68,75      2.18,63      0.00,3      0.45,84      0.22,38      1.90,70      0.56,74      0.11,55      0.06,60      0.00,32      0.00,42      0.45,5      1.34,17      4.18,94      3.46,96      0.06,51      0.28,85      0.28,90      0.06,35      0.06,60      0.56,96      0.56,99      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      1.51,16      1.00,26      0.33,7      0.67,22      0.50,90      0.50,10      2.01,57      25.0%,4      1.51,16      1.45,61      0.06,10      1.39,79      0.84,39      2.34,20      0.45,10      0.00,69      66.62,74      0.78,5      8.20,11      31.58,59      27.40,93      2.79,79      66.62,74      2.34,73      1.06,66      45.2%,36      0.84,27      35.7%,49      42.35,83      222.13,88      108.41,88      2.23,91      0.56,79      1.45,40      1.28,26      48.38,78      0.00,53      0.78,86      1.39,66      0.11,23      0.00,43      0.00,57      0.00,54      6.81,71      0.22,4      0.89,53      20.0%,1       https://fbref.com/req/202302030/images/headshots/c8387671_2022.jpg
-Joe Gomez
-CB      0.00,25      0.00,32      0.00,17      0.00,25      0.00,50      0.00,50      0.18,45      0.00,52      0.01,9      0.01,9      0.01,28      0.02,6      0.92,77      6.63,97      0.31,64      0.37,28      0.12,52      33.3%,68      0.00,25      0.00,25      24.50,1      0.00,46      0.03,2      -0.01,55      -0.01,55      71.58,90      83.55,92      85.7%,59      1435.33,96      468.85,92      20.63,67      23.27,70      88.7%,31      42.11,97      45.74,98      92.1%,61      7.80,97      12.09,98      64.5%,75      0.04,86      0.06,7      7.43,97      0.25,75      0.00,30      80.79,92      2.39,65      0.37,3      0.12,86      0.68,80      0.25,73      1.84,78      0.00,48      0.00,49      0.00,49      0.00,50      0.37,6      0.31,65      1.11,85      0.92,86      0.06,83      0.00,41      0.06,55      0.00,36      0.06,92      0.06,51      0.06,61      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      1.72,69      1.29,86      0.92,55      0.68,81      0.12,80      0.68,52      1.17,56      57.9%,37      0.49,39      1.04,30      0.68,48      0.37,31      1.47,76      3.19,73      3.13,20      0.12,13      93.38,93      7.00,17      36.96,67      52.24,97      4.67,70      0.37,3      93.38,93      0.31,45      0.25,62      80.0%,80      0.06,57      20.0%,56      61.70,93      296.28,87      160.60,86      0.74,81      0.00,27      0.80,7      0.31,12      63.85,87      0.00,52      0.80,41      0.25,18      0.06,27      0.00,48      0.06,17      0.00,63      7.74,98      2.82,77      2.33,7      54.8%,18       https://fbref.com/req/202302030/images/headshots/7a11550b_2022.jpg
-Neco Williams
-FB      0.05,67      0.00,20      0.05,39      0.05,67      0.00,50      0.00,50      0.33,9      0.00,54      0.06,75      0.06,75      0.07,56      0.13,62      2.44,73      1.58,3      3.20,45      1.20,89      0.33,89      28.0%,62      0.04,53      0.14,43      21.20,27      0.10,93      0.05,28      -0.01,44      -0.01,44      25.49,9      40.17,13      63.5%,3      457.41,13      165.51,16      12.15,4      14.68,4      82.7%,10      9.37,10      13.68,10      68.5%,9      3.25,67      8.46,84      38.4%,21      0.06,50      0.72,61      1.39,9      0.67,34      0.43,67      31.13,11      8.70,56      1.34,75      0.14,83      0.33,73      4.26,80      6.74,37      0.62,77      0.33,80      0.29,83      0.00,47      0.33,8      1.82,17      1.87,61      1.10,33      0.19,70      0.19,89      0.10,67      0.14,90      0.14,98      0.10,38      0.05,27      0.00,40      0.00,45      0.05,91      0.00,45      0.00,48      3.44,95      2.25,96      2.34,98      0.81,75      0.29,78      1.82,92      3.40,95      53.5%,39      1.58,8      1.58,85      0.38,58      1.20,85      1.58,91      5.02,98      2.30,42      0.00,75      55.14,21      3.92,63      21.28,57      20.18,17      14.78,43      1.10,44      55.14,21      2.63,89      0.91,80      34.5%,25      1.48,8      56.4%,10      26.54,27      173.11,61      98.70,68      1.58,75      0.24,58      1.48,16      0.81,28      25.44,10      0.00,50      1.58,9      1.29,80      0.10,32      0.05,92      0.00,66      0.00,56      6.07,77      0.81,27      1.29,30      38.6%,15       https://fbref.com/req/202302030/images/headshots/dd323728_2022.jpg
\ No newline at end of file
+MF      0.11,65      0.11,66      0.21,61      0.11,66      0.00,46      0.00,45      0.00,96      0.00,54      0.10,55      0.10,60      0.06,32      0.16,50      2.64,78      6.13,80      5.71,83      2.12,89      0.74,89      35.0%,71      0.05,47      0.14,40      23.20,28      0.00,32      0.05,29      +0.01,64      +0.01,64      56.90,88      63.35,87      89.8%,96      867.00,83      191.53,58      30.56,92      32.26,90      94.8%,99      21.57,85      23.16,84      93.2%,95      3.28,60      4.65,47      70.5%,77      0.05,27      1.16,62      5.61,83      1.06,67      0.11,45      61.55,88      1.69,49      0.53,36      0.11,31      0.32,58      0.63,33      0.53,80      0.42,65      0.00,28      0.21,75      0.00,43      0.11,61      1.06,36      2.96,70      1.80,50      0.11,59      0.21,75      0.32,93      0.32,93      0.21,98      0.32,71      0.21,67      0.00,37      0.00,40      0.11,97      0.00,41      0.00,46      1.16,12      0.95,34      0.32,8      0.63,28      0.21,46      0.11,1      1.06,5      10.0%,1      0.95,75      0.42,1      0.00,3      0.42,3      0.63,20      1.80,8      0.42,4      0.00,71      72.44,86      0.85,8      8.99,26      40.19,81      23.90,88      1.80,60      72.44,86      3.49,92      2.64,98      75.8%,89      0.85,31      24.2%,89      50.34,95      272.01,94      121.83,88      1.90,77      0.32,63      1.80,36      1.90,11      59.75,94      0.00,52      1.16,49      2.01,91      0.11,30      0.00,42      0.00,59      0.00,51      5.71,35      0.74,47      0.74,73      50.0%,65       https://fbref.com/req/202302030/images/headshots/4fb9c88f_2022.jpgForbidden File Requested (403 error)
\ No newline at end of file
diff --git a/pythonCode/Manchester-City-Stats.txt b/pythonCode/Manchester-City-Stats.txt
index b6b8292..3a91b69 100644
--- a/pythonCode/Manchester-City-Stats.txt
+++ b/pythonCode/Manchester-City-Stats.txt
@@ -1,39 +1,37 @@
 
 Ederson
-GK      0.91,95      2.20,2      1.31,2      62.3%,23      0.74,98      0.11,5      0.14,5      0.31,63      31.4%,63      0.09,27      0.09,48      0.00,25      0.00,39      0.0%,25      0.03,41      0.11,88      0.03,66      0.75,98      0.30,70      -0.14,41      3.34,48      7.51,9      44.5%,91      31.54,77      4.20,23      19.6%,13      28.0,16      4.34,9      30.9%,13      32.3,20      8.17,2      0.54,20      6.6%,52      0.94,27      15.7,66       https://fbref.com/req/202302030/images/headshots/3bb7b8b4_2022.jpg
+GK      0.70,94      2.24,2      1.54,2      69.9%,52      0.76,98      0.16,21      0.08,6      0.54,94      54.1%,94      0.03,10      0.03,87      0.00,37      0.00,37      0.0%,37      0.00,77      0.03,98      0.00,88      0.69,94      0.30,75      -0.01,77      2.35,2      4.92,2      47.8%,98      26.70,67      4.46,40      15.7%,2      25.7,6      3.73,2      19.6%,2      26.8,10      8.11,2      0.57,17      7.0%,71      1.49,79      19.0,98       https://fbref.com/req/202302030/images/headshots/3bb7b8b4_2022.jpg
 João Cancelo
-FB      0.14,93      0.07,67      0.21,87      0.14,93      0.00,50      0.00,50      0.21,34      0.07,2      0.06,67      0.06,67      0.06,52      0.12,60      5.16,98      7.49,98      8.83,96      1.20,90      0.21,72      17.6%,31      0.12,81      0.67,86      22.70,17      0.00,43      0.05,28      +0.08,96      +0.08,96      73.19,96      86.19,96      84.9%,90      1177.91,93      292.96,81      40.83,99      43.87,99      93.1%,90      25.64,90      30.38,90      84.4%,72      5.72,95      8.69,87      65.9%,92      0.11,75      0.85,70      5.65,91      2.54,98      0.64,89      79.12,97      6.92,21      1.41,79      0.14,81      0.99,98      3.18,69      5.51,23      0.00,30      0.00,34      0.00,36      0.00,47      0.14,54      1.06,73      2.76,84      2.12,87      0.00,16      0.14,85      0.35,97      0.07,63      0.07,89      0.42,91      0.35,93      0.00,40      0.07,98      0.00,40      0.00,45      0.00,48      2.05,52      1.48,70      1.13,43      0.64,50      0.28,77      1.20,57      1.70,42      70.8%,83      0.49,79      0.49,2      0.07,5      0.42,9      1.34,77      3.39,61      0.64,3      0.07,21      96.29,98      1.41,1      15.89,13      48.46,95      32.57,99      3.32,96      96.29,98      4.31,98      2.19,98      50.8%,72      1.62,5      37.7%,60      59.34,98      347.57,99      202.11,99      2.83,99      1.48,97      1.27,27      0.99,15      72.06,99      0.00,50      0.92,58      1.27,78      0.28,7      0.00,45      0.14,1      0.00,56      5.65,58      1.91,89      0.78,83      71.1%,98       https://fbref.com/req/202302030/images/headshots/bd6351cd_2022.jpg
+FB      0.03,49      0.20,88      0.22,86      0.03,49      0.00,50      0.00,50      0.20,34      0.00,55      0.11,89      0.11,89      0.15,84      0.26,88      3.49,93      9.96,99      7.53,88      2.26,99      0.64,98      28.4%,64      0.01,49      0.04,44      22.00,20      0.03,82      0.05,35      -0.08,1      -0.08,1      78.34,98      93.85,99      83.5%,95      1242.15,97      351.97,90      44.90,98      48.30,98      93.0%,95      26.16,95      31.52,94      83.0%,79      5.80,94      9.65,89      60.1%,92      0.18,92      1.09,69      8.59,97      2.68,98      0.33,45      84.20,98      9.43,53      1.53,89      0.59,99      1.14,97      3.46,67      7.86,47      0.03,50      0.03,60      0.00,31      0.00,47      0.22,29      1.65,19      3.51,89      2.73,93      0.03,19      0.22,92      0.45,98      0.06,44      0.03,58      0.50,93      0.36,92      0.03,62      0.03,84      0.08,94      0.00,40      0.00,47      2.31,63      1.51,72      0.92,29      0.98,88      0.42,94      1.28,69      2.54,79      50.5%,29      1.26,16      0.70,6      0.08,3      0.61,24      1.65,84      3.96,72      1.26,8      0.03,44      105.12,99      1.87,6      17.24,32      53.86,99      34.72,98      2.82,86      105.12,99      2.96,93      1.56,90      52.8%,49      1.39,3      47.2%,49      67.24,99      315.52,99      161.34,99      3.60,99      1.00,95      1.26,42      0.67,37      76.67,99      0.00,53      0.95,50      0.73,49      0.06,47      0.00,46      0.00,68      0.00,56      6.05,72      1.59,73      1.42,24      52.8%,60       https://fbref.com/req/202302030/images/headshots/bd6351cd_2022.jpg
 Rodri
-MF      0.06,47      0.19,84      0.25,67      0.06,48      0.00,46      0.00,45      0.15,66      0.00,55      0.14,74      0.14,76      0.13,60      0.27,75      2.35,79      8.04,93      1.14,32      1.55,75      0.43,70      28.0%,47      0.04,42      0.14,40      17.10,78      0.00,35      0.09,63      -0.08,12      -0.08,13      84.19,99      92.35,99      91.2%,99      1544.28,99      369.03,99      34.10,99      36.70,99      92.9%,95      39.51,99      42.33,99      93.4%,96      9.28,97      10.94,94      84.7%,99      0.11,62      0.99,52      8.19,97      1.02,63      0.09,44      90.99,99      1.33,38      1.14,69      0.06,24      0.80,90      0.19,13      0.09,27      0.00,22      0.00,29      0.00,32      0.00,42      0.03,88      0.65,83      2.84,62      2.47,79      0.00,20      0.12,66      0.19,73      0.03,25      0.03,46      0.31,64      0.31,82      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      2.07,50      1.27,56      0.87,46      0.87,44      0.34,65      0.80,42      1.64,29      49.1%,68      0.83,75      1.24,40      0.43,81      0.80,28      1.02,52      3.09,49      1.33,60      0.03,32      101.16,99      3.68,90      21.83,98      61.62,99      18.30,68      1.92,57      101.16,99      1.14,34      0.77,41      67.6%,89      0.25,85      21.6%,87      61.96,99      318.23,99      173.82,99      2.23,90      0.09,34      0.65,96      0.59,81      77.63,99      0.00,53      1.45,37      0.62,20      0.09,29      0.00,43      0.00,57      0.00,54      9.31,99      2.23,96      0.99,45      69.2%,96       https://fbref.com/req/202302030/images/headshots/6434f10d_2022.jpg
+MF      0.22,83      0.06,42      0.28,72      0.22,85      0.00,46      0.00,45      0.16,59      0.00,54      0.07,47      0.07,49      0.04,17      0.12,24      1.34,42      8.89,98      1.47,35      1.40,61      0.44,63      31.1%,54      0.16,88      0.50,91      19.80,63      0.00,32      0.05,29      +0.15,96      +0.15,96      82.39,99      90.09,99      91.4%,98      1505.19,99      352.64,96      34.55,99      36.98,99      93.4%,94      37.67,99      39.66,99      95.0%,99      9.17,98      11.17,95      82.1%,98      0.08,51      0.91,43      8.86,99      1.15,75      0.09,42      88.53,99      1.37,42      1.15,71      0.12,39      0.78,92      0.28,15      0.22,50      0.00,22      0.00,28      0.00,28      0.00,43      0.19,30      0.50,88      2.90,66      2.56,82      0.03,46      0.03,26      0.16,65      0.03,25      0.09,85      0.19,42      0.19,59      0.00,37      0.00,40      0.00,35      0.00,41      0.00,46      2.25,63      1.34,71      0.75,31      1.19,78      0.31,71      1.00,64      1.84,33      54.2%,91      0.84,83      0.87,20      0.16,36      0.72,24      0.87,39      3.12,54      1.40,69      0.00,71      98.96,99      2.81,73      18.26,92      61.95,99      19.41,71      1.81,62      98.96,99      0.69,14      0.37,10      54.5%,31      0.31,79      45.5%,31      62.51,99      265.66,92      139.59,93      1.69,69      0.22,51      0.56,96      0.72,74      75.80,99      0.00,52      1.34,35      0.62,21      0.00,77      0.00,42      0.00,59      0.00,51      9.11,98      2.65,98      1.03,54      72.0%,99       https://fbref.com/req/202302030/images/headshots/6434f10d_2022.jpg
 Bernardo Silva
-MF,AM      0.16,70,36      0.20,88,69      0.37,81,48      0.16,74,41      0.00,46,40      0.00,45,40      0.20,45,24      0.00,55,53      0.09,49,8      0.09,51,8      0.13,72,43      0.22,60,10      3.67,97,76      5.31,62,86      7.67,96,59      1.02,45,4      0.37,55,13      36.0%,73,54      0.16,81,84      0.44,73,81      18.10,65,36      0.00,35,29      0.09,63,35      +0.07,83,80      +0.07,82,78      53.76,86,98      62.98,85,98      85.4%,77,98      850.61,83,98      147.10,40,87      29.27,92,98      31.47,90,98      93.0%,96,99      18.86,78,97      21.59,76,96      87.3%,67,93      3.76,73,91      6.08,71,84      61.7%,53,75      0.16,88,71      1.27,68,40      3.10,42,86      1.43,84,69      0.45,90,85      59.92,85,98      2.98,73,69      0.61,40,71      0.12,40,30      0.41,72,81      3.06,84,68      1.96,96,98      0.29,65,47      0.00,29,21      0.08,71,61      0.00,42,40      0.08,78,74      1.10,32,58      3.06,70,40      2.65,84,71      0.04,45,37      0.16,72,32      0.04,20,6      0.12,67,29      0.04,57,52      0.49,90,78      0.45,92,89      0.00,40,36      0.00,39,25      0.00,36,27      0.04,85,77      0.00,44,43      1.80,32,66      0.94,20,55      0.45,15,42      1.02,60,92      0.33,61,53      0.73,33,68      1.84,44,71      40.0%,38,51      1.10,51,35      0.94,20,39      0.24,46,89      0.69,17,58      0.65,20,69      2.45,21,70      0.24,2,18      0.00,69,59      72.33,85,98      1.27,16,72      11.47,44,96      32.53,61,95      28.86,94,84      3.76,95,53      72.33,85,98      2.61,76,25      1.14,72,32      43.8%,33,57      1.18,15,69      45.3%,21,47      45.51,91,98      289.47,98,96      143.80,99,95      2.98,99,89      1.18,97,56      1.22,53,96      1.27,27,71      54.04,85,98      0.00,53,51      1.27,49,36      0.61,19,6      0.08,30,80      0.04,93,80      0.00,57,56      0.00,54,52      4.98,16,64      0.16,3,9      0.53,81,89      23.5%,5,23       https://fbref.com/req/202302030/images/headshots/3eb22ec9_2022.jpg
+MF,FW      0.25,88,37      0.13,74,47      0.38,88,39      0.25,90,45      0.00,46,32      0.00,45,30      0.19,49,42      0.00,54,55      0.21,87,14      0.21,89,19      0.20,92,88      0.42,94,48      4.60,99,96      5.36,71,99      8.73,98,88      1.48,67,4      0.60,80,17      40.4%,83,70      0.17,91,85      0.42,81,84      12.60,99,89      0.00,32,39      0.14,92,62      +0.04,79,80      +0.04,80,81      54.43,84,99      62.28,84,99      87.4%,87,99      773.43,70,99      140.28,37,99      32.35,96,99      35.06,96,99      92.3%,88,98      17.11,69,99      19.34,67,99      88.4%,71,98      2.30,39,91      3.43,27,89      67.0%,69,81      0.13,77,75      1.86,91,96      3.34,50,99      1.32,80,86      0.19,64,80      59.44,84,99      2.74,67,94      0.82,50,99      0.19,54,65      0.16,34,73      1.83,58,84      0.88,90,99      0.50,67,91      0.03,57,81      0.00,28,42      0.00,43,48      0.09,63,65      1.01,39,39      4.32,95,98      3.47,98,98      0.06,52,81      0.32,88,73      0.28,88,52      0.19,74,45      0.00,20,28      0.54,94,89      0.41,94,93      0.03,76,91      0.00,40,29      0.06,92,65      0.03,82,60      0.00,46,44      1.80,37,98      0.91,32,94      0.60,23,93      0.60,23,84      0.60,96,96      0.98,61,99      2.11,50,98      46.3%,73,94      1.13,60,17      0.76,13,50      0.06,16,42      0.69,22,39      0.63,19,96      2.43,29,98      0.60,13,45      0.00,71,54      71.92,82,99      1.13,16,66      9.14,28,99      31.79,58,99      31.56,99,96      5.64,99,80      71.92,82,99      2.90,82,73      1.67,86,81      57.6%,39,74      1.23,17,39      42.4%,39,74      48.89,92,99      293.12,98,98      157.82,97,98      3.21,96,96      1.07,92,65      1.70,39,91      0.79,63,88      55.63,88,99      0.00,52,53      0.95,72,65      1.04,49,37      0.28,11,80      0.03,86,65      0.00,59,52      0.00,51,51      4.91,15,96      0.22,3,4      0.47,94,99      31.8%,17,37       https://fbref.com/req/202302030/images/headshots/3eb22ec9_2022.jpg
 Aymeric Laporte
-CB      0.00,25      0.00,32      0.00,17      0.00,25      0.00,50      0.00,50      0.00,95      0.00,52      0.05,44      0.05,44      0.02,45      0.06,38      2.72,99      7.70,99      1.00,87      0.91,93      0.09,39      10.0%,19      0.00,25      0.00,25      14.90,17      0.00,46      0.05,9      -0.05,28      -0.05,28      80.85,97      87.37,97      92.5%,94      1325.98,92      393.99,78      39.97,99      41.96,99      95.2%,94      35.08,87      36.71,86      95.6%,95      4.71,62      6.71,34      70.3%,90      0.04,76      0.45,93      7.89,98      0.63,96      0.00,30      83.93,97      3.35,76      1.90,86      0.09,77      0.54,71      0.54,86      0.91,72      0.00,48      0.00,49      0.00,49      0.00,50      0.09,70      0.45,40      1.54,96      1.45,98      0.00,30      0.00,41      0.09,62      0.00,36      0.00,36      0.00,14      0.00,18      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      1.00,22      0.73,43      0.54,22      0.36,34      0.09,65      0.63,46      1.00,43      63.6%,57      0.36,65      0.91,20      0.36,12      0.54,64      0.27,1      1.27,2      2.72,13      0.09,24      93.90,94      7.70,28      30.36,31      48.76,94      15.05,98      1.18,66      93.90,94      0.36,55      0.18,48      50.0%,33      0.09,43      25.0%,48      63.63,97      363.90,98      261.21,99      3.99,99      0.00,27      0.27,71      0.00,94      73.05,98      0.00,52      0.45,86      0.63,75      0.09,15      0.00,48      0.00,68      0.00,63      4.98,35      2.18,54      1.72,22      55.8%,23       https://fbref.com/req/202302030/images/headshots/119b9a8e_2022.jpg
+CB      0.13,91      0.00,33      0.13,80      0.13,91      0.00,50      0.00,50      0.16,61      0.03,15      0.16,99      0.16,99      0.02,52      0.18,97      1.62,92      8.62,99      0.25,64      1.11,96      0.22,77      20.0%,28      0.11,64      0.57,72      11.60,44      0.00,47      0.14,86      -0.03,25      -0.03,25      88.54,99      93.56,99      94.6%,99      1706.02,99      558.49,98      29.69,92      30.74,91      96.6%,98      50.12,99      51.68,99      97.0%,99      7.99,96      10.06,82      79.4%,98      0.04,81      0.29,66      9.83,99      0.29,69      0.06,80      91.91,99      1.59,43      1.18,52      0.13,85      0.70,85      0.16,62      0.41,56      0.00,49      0.00,49      0.00,50      0.00,50      0.06,70      0.06,97      1.27,85      1.08,92      0.00,34      0.03,81      0.13,78      0.03,80      0.00,31      0.19,91      0.10,78      0.00,47      0.00,48      0.06,93      0.03,94      0.00,48      1.05,31      0.48,18      0.70,36      0.32,38      0.03,39      0.45,27      0.64,17      70.0%,81      0.19,87      0.48,2      0.32,4      0.16,9      0.64,7      1.69,15      2.04,2      0.06,41      99.77,99      6.68,25      33.35,64      61.64,99      5.03,75      1.34,71      99.77,99      0.25,52      0.19,51      75.0%,54      0.06,52      25.0%,54      73.99,99      407.32,98      294.57,99      1.56,92      0.00,30      0.13,98      0.22,28      81.15,99      0.00,54      0.45,82      0.32,33      0.06,25      0.03,97      0.00,67      0.00,57      5.79,67      1.65,14      1.02,85      61.9%,52       https://fbref.com/req/202302030/images/headshots/119b9a8e_2022.jpg
 Rúben Dias
-CB      0.00,25      0.00,32      0.00,17      0.00,25      0.00,50      0.00,50      0.14,60      0.00,52      0.06,65      0.06,65      0.03,57      0.09,59      0.63,64      4.41,86      0.09,24      0.45,41      0.09,38      20.0%,35      0.00,25      0.00,25      9.10,77      0.00,46      0.13,76      -0.06,15      -0.06,15      86.85,99      93.69,99      92.7%,96      1601.49,99      566.31,99      31.35,92      32.70,92      95.9%,97      48.38,99      50.54,99      95.7%,97      6.44,87      9.14,73      70.4%,91      0.01,17      0.14,24      6.08,94      0.00,6      0.00,30      91.40,99      2.30,60      1.71,77      0.05,61      0.27,36      0.05,28      0.32,52      0.00,48      0.00,49      0.00,49      0.00,50      0.00,95      0.32,62      0.68,34      0.50,27      0.05,71      0.00,41      0.14,82      0.00,36      0.00,36      0.05,38      0.05,45      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      0.95,18      0.59,28      0.45,9      0.45,59      0.05,43      0.50,25      0.81,29      61.1%,44      0.32,71      0.95,22      0.59,28      0.36,29      0.81,20      1.76,14      2.52,10      0.05,54      100.77,99      7.93,31      39.68,82      57.66,99      3.74,59      0.99,51      100.77,99      0.45,67      0.36,85      80.0%,80      0.05,66      10.0%,70      67.43,99      369.10,99      226.35,97      0.99,87      0.05,67      0.05,99      0.18,45      80.68,99      0.00,52      0.86,34      0.32,27      0.00,74      0.00,48      0.00,68      0.00,63      4.46,18      1.98,44      1.26,56      61.1%,52       https://fbref.com/req/202302030/images/headshots/31c69ef1_2022.jpg
+CB      0.07,67      0.15,99      0.22,98      0.07,67      0.00,50      0.00,50      0.19,48      0.00,59      0.10,94      0.10,94      0.12,98      0.22,99      1.24,86      5.21,88      0.15,40      0.67,76      0.11,39      16.7%,22      0.11,64      0.67,77      11.80,43      0.00,47      0.15,90      -0.03,28      -0.03,28      79.92,97      85.69,97      93.3%,98      1499.46,97      472.63,93      27.80,90      29.45,90      94.4%,92      45.00,98      46.76,98      96.2%,98      6.48,82      8.17,52      79.4%,98      0.07,94      0.56,93      7.83,98      0.11,49      0.00,32      83.67,97      1.95,57      1.35,62      0.04,59      0.22,36      0.11,59      0.56,66      0.00,49      0.00,49      0.00,50      0.00,50      0.07,64      0.30,62      1.35,90      1.16,96      0.00,34      0.00,38      0.15,83      0.00,38      0.04,81      0.26,93      0.19,96      0.00,47      0.00,48      0.07,96      0.00,46      0.00,48      0.97,28      0.71,40      0.41,12      0.45,66      0.11,77      0.30,10      0.56,14      53.3%,27      0.26,78      0.71,8      0.49,19      0.22,20      0.86,20      1.84,23      2.47,10      0.00,81      92.59,96      5.66,12      29.11,35      60.17,98      3.45,64      1.24,66      92.59,96      0.15,31      0.07,25      50.0%,21      0.07,46      50.0%,21      64.26,97      354.75,96      241.60,97      0.64,70      0.00,30      0.34,56      0.11,56      74.08,98      0.00,54      1.01,22      0.34,38      0.07,23      0.00,47      0.00,67      0.00,57      4.05,13      1.87,24      1.39,57      57.5%,35       https://fbref.com/req/202302030/images/headshots/31c69ef1_2022.jpg
 Kevin De Bruyne
-MF,AM      0.26,90,65      0.60,99,99      0.86,99,98      0.26,91,69      0.00,46,40      0.00,45,40      0.04,93,87      0.00,55,53      0.21,88,48      0.21,88,53      0.51,99,99      0.72,99,98      3.72,98,77      9.16,99,99      9.12,99,78      2.42,95,75      0.78,93,59      32.3%,56,34      0.11,65,51      0.33,60,56      23.00,25,2      0.26,96,93      0.09,63,35      +0.05,76,74      +0.05,74,72      44.39,70,95      60.55,80,97      73.3%,11,38      825.34,80,97      242.63,82,99      20.03,62,86      23.57,66,87      85.0%,23,47      17.76,70,95      23.42,86,97      75.8%,11,39      5.96,91,99      10.24,93,99      58.2%,46,67      0.53,99,99      3.57,99,99      4.62,75,96      3.57,99,99      0.78,99,97      54.14,76,96      5.96,94,94      1.97,86,93      1.04,99,99      1.01,94,98      8.42,99,98      1.15,90,93      2.68,95,93      0.74,87,77      1.19,97,95      0.22,98,99      0.45,4,3      1.53,9,20      6.55,99,99      4.47,99,99      1.23,97,97      0.30,90,68      0.26,87,60      0.19,80,61      0.11,85,94      1.15,99,99      0.89,99,99      0.11,97,94      0.04,85,61      0.04,80,62      0.07,96,90      0.00,44,43      1.04,6,26      0.45,2,16      0.11,1,5      0.45,7,34      0.48,89,84      0.52,12,38      1.45,19,45      35.9%,24,39      0.93,69,48      1.01,23,51      0.07,11,51      0.93,41,20      0.34,4,27      1.38,3,26      0.37,8,29      0.00,69,59      69.26,79,97      0.48,1,18      3.72,1,10      27.67,42,91      38.76,99,99      3.72,93,49      69.26,79,97      2.27,70,19      1.19,75,38      52.5%,60,90      0.71,36,90      31.1%,69,92      42.04,82,95      213.03,84,74      127.16,92,90      3.02,99,91      0.60,82,23      1.56,34,89      1.08,40,87      53.81,84,97      0.00,53,51      0.74,90,78      1.08,47,34      0.19,10,59      0.07,97,90      0.00,57,56      0.00,54,52      3.61,1,19      0.48,20,43      0.48,90,92      50.0%,56,88       https://fbref.com/req/202302030/images/headshots/e46012d4_2022.jpg
+MF,AM      0.61,99,96      0.33,97,90      0.94,99,97      0.61,99,98      0.00,46,40      0.00,45,38      0.08,83,65      0.00,54,53      0.23,90,54      0.23,92,58      0.43,99,99      0.66,99,90      3.43,90,63      8.34,96,99      7.16,94,52      3.19,99,92      1.27,99,93      39.7%,80,71      0.19,94,88      0.48,89,86      19.20,69,28      0.29,93,88      0.07,56,14      +0.38,99,99      +0.38,99,99      47.84,74,97      64.12,88,99      74.6%,27,51      815.68,76,98      219.38,71,97      23.76,76,94      27.11,79,94      87.6%,52,81      17.75,72,98      22.82,80,99      77.8%,25,57      4.99,81,97      10.18,91,98      49.0%,25,47      0.31,99,99      3.56,99,99      5.85,85,98      2.66,99,99      0.41,90,88      56.80,79,97      6.91,92,98      2.00,88,97      0.82,99,98      0.78,91,93      7.36,97,98      0.82,88,85      3.93,97,96      1.80,97,94      0.61,88,83      0.12,96,96      0.41,4,7      1.19,25,42      6.22,99,99      4.29,99,98      1.23,97,99      0.20,72,43      0.37,96,81      0.12,61,28      0.00,20,25      0.57,96,85      0.41,92,83      0.12,98,97      0.04,87,69      0.00,35,23      0.00,41,31      0.00,46,46      1.31,19,53      0.65,15,44      0.16,1,10      0.61,25,57      0.53,92,94      0.49,16,56      1.51,19,54      32.4%,27,57      1.02,67,44      1.31,56,84      0.08,21,66      1.23,74,42      0.25,1,15      1.55,5,38      0.65,16,61      0.00,71,60      74.46,88,99      1.02,14,62      5.19,7,47      28.01,47,92      41.99,99,98      4.38,97,66      74.46,88,99      2.25,72,26      1.27,64,30      56.4%,37,66      0.98,26,71      43.6%,37,65      46.04,86,98      220.69,83,80      131.38,90,90      3.48,98,96      0.82,86,34      1.64,42,87      0.82,60,93      55.20,85,98      0.00,52,52      0.86,76,58      1.10,57,34      0.16,19,67      0.00,42,37      0.00,59,53      0.00,51,51      4.66,14,57      0.45,14,31      0.74,74,88      37.9%,29,71       https://fbref.com/req/202302030/images/headshots/e46012d4_2022.jpg
 Phil Foden
-AM      0.54,95      0.29,85      0.83,96      0.54,96      0.00,40      0.00,40      0.05,85      0.00,53      0.29,73      0.29,78      0.23,81      0.52,84      3.32,64      4.30,68      13.44,95      2.25,68      1.07,84      47.8%,92      0.24,96      0.50,91      15.30,77      0.05,68      0.13,80      +0.25,98      +0.25,98      44.17,94      54.28,92      81.4%,87      667.92,92      117.41,70      25.75,96      28.19,96      91.3%,96      14.02,93      16.76,91      83.7%,80      2.69,78      5.03,75      53.4%,51      0.23,94      2.10,88      1.86,62      1.81,86      0.44,82      51.11,95      2.98,70      0.44,64      0.20,55      0.20,49      4.45,82      0.64,75      1.91,79      0.20,56      1.27,96      0.10,91      0.20,39      1.56,15      4.84,93      3.71,95      0.44,76      0.29,65      0.24,52      0.15,41      0.00,21      0.68,90      0.49,92      0.00,36      0.15,92      0.00,27      0.05,78      0.00,43      0.78,9      0.49,24      0.44,40      0.24,12      0.10,8      0.39,30      0.93,20      42.1%,62      0.54,86      1.22,65      0.10,56      1.12,70      0.24,15      1.03,11      0.59,56      0.00,59      64.69,92      0.98,58      5.67,44      21.16,71      38.60,98      6.40,91      64.69,92      3.96,63      1.95,80      49.4%,75      1.51,49      38.3%,76      43.53,96      223.68,79      104.61,70      2.10,61      1.22,59      1.66,80      1.42,60      51.35,96      0.00,51      0.49,90      1.42,57      0.29,38      0.05,82      0.00,56      0.00,52      4.45,40      0.93,73      1.27,45      42.2%,72       https://fbref.com/req/202302030/images/headshots/ed1e53f3_2022.jpg
+AM,FW      0.38,79,73      0.21,73,78      0.59,80,80      0.38,81,78      0.00,40,32      0.00,38,30      0.04,81,84      0.00,53,55      0.40,88,70      0.40,89,76      0.27,92,96      0.66,92,89      3.00,44,80      4.14,67,86      10.49,87,96      2.41,62,60      0.93,71,66      38.6%,64,65      0.16,79,79      0.41,76,82      14.50,88,58      0.00,27,39      0.17,91,90      -0.02,40,58      -0.02,40,57      37.26,85,96      46.61,84,98      79.9%,80,89      545.96,84,98      110.85,67,94      22.92,88,96      25.16,85,96      91.1%,94,96      9.94,74,96      12.43,72,96      79.9%,70,86      2.37,70,93      4.86,71,99      48.7%,46,27      0.22,93,99      1.69,69,93      2.11,70,88      1.56,71,89      0.38,81,94      42.08,81,94      4.40,84,99      0.80,78,98      0.30,67,81      0.34,72,89      5.58,90,99      0.30,48,70      2.75,90,99      1.35,84,99      0.97,94,99      0.00,42,48      0.13,60,53      1.35,19,11      3.76,69,91      2.66,67,88      0.55,81,99      0.13,20,34      0.30,69,55      0.08,19,14      0.04,63,63      0.55,81,91      0.34,79,86      0.13,98,99      0.00,30,29      0.08,90,84      0.00,31,27      0.00,46,44      0.68,16,35      0.34,12,30      0.42,47,81      0.17,7,12      0.08,10,12      0.30,28,71      0.72,10,39      41.2%,82,89      0.42,97,73      0.38,4,6      0.00,13,11      0.38,6,11      0.47,42,84      1.14,16,48      0.21,12,11      0.00,60,54      55.11,74,94      0.25,10,12      2.79,6,30      18.02,48,80      34.68,92,98      5.79,84,83      55.11,74,94      2.45,33,57      1.56,57,78      63.8%,89,93      0.89,83,60      36.2%,89,93      36.88,84,96      187.61,53,88      82.09,40,84      1.82,44,76      1.65,78,89      2.03,72,84      1.44,53,52      43.27,81,94      0.00,52,53      0.63,79,89      0.97,26,34      0.59,10,43      0.00,37,30      0.00,53,52      0.00,51,51      3.51,10,61      0.21,8,2      1.14,54,89      15.6%,4,2       https://fbref.com/req/202302030/images/headshots/ed1e53f3_2022.jpg
 Raheem Sterling
-AM,FW      0.29,71,50      0.14,53,60      0.43,63,53      0.29,72,52      0.00,40,32      0.00,40,30      0.19,26,26      0.00,53,53      0.30,76,38      0.30,81,43      0.22,77,89      0.51,80,67      3.86,80,97      2.81,34,79      8.85,75,94      2.00,54,26      0.76,58,31      38.1%,66,47      0.14,74,61      0.38,70,66      13.60,92,65      0.00,29,36      0.15,91,62      -0.01,48,55      -0.01,47,52      24.46,44,87      32.60,44,89      75.0%,51,69      310.41,32,77      64.58,20,74      15.52,61,91      18.37,63,92      84.5%,40,70      6.47,35,84      8.52,32,82      76.0%,44,55      0.86,21,60      1.57,19,58      54.5%,55,45      0.15,66,87      1.62,65,92      1.24,29,69      1.48,71,89      0.43,80,96      31.51,51,92      1.00,36,45      0.00,13,25      0.29,69,72      0.00,6,14      2.19,51,91      0.33,47,77      0.33,51,89      0.33,60,91      0.00,28,45      0.00,40,47      0.10,71,45      1.57,14,3      3.24,49,82      2.52,69,92      0.00,16,33      0.33,76,77      0.14,26,23      0.19,62,65      0.05,58,70      0.19,22,30      0.14,28,38      0.00,36,45      0.05,68,67      0.00,27,27      0.00,32,31      0.00,43,47      0.86,16,50      0.48,22,52      0.24,16,58      0.19,6,26      0.43,76,87      0.38,28,81      0.67,3,38      57.1%,94,94      0.29,97,82      0.81,27,53      0.00,15,14      0.81,37,3      0.10,3,14      0.95,8,40      0.24,16,13      0.00,59,57      43.31,34,82      0.38,8,11      3.00,7,47      13.23,13,38      27.75,75,96      5.76,84,82      43.31,34,82      4.43,74,89      1.86,73,87      41.9%,45,53      2.19,22,9      49.5%,24,37      30.98,63,94      190.47,56,94      102.47,69,97      2.67,82,97      1.86,82,96      2.19,52,75      2.38,8,14      35.65,63,92      0.00,51,50      1.00,60,75      1.52,62,72      0.52,13,52      0.00,35,33      0.00,56,53      0.00,52,50      3.14,10,65      0.24,18,4      0.62,86,97      27.8%,35,23       https://fbref.com/req/202302030/images/headshots/b400bde0_2022.jpg
+AM      0.55,93      0.21,73      0.76,90      0.47,89      0.08,90      0.13,93      0.04,81      0.00,53      0.59,96      0.49,96      0.23,80      0.72,97      4.57,90      2.75,42      13.41,97      2.28,57      1.06,80      46.3%,92      0.20,92      0.44,81      14.00,92      0.00,27      0.21,99      -0.04,29      -0.02,39      30.20,70      37.22,60      81.1%,85      386.56,53      73.13,30      20.26,81      22.29,78      90.9%,92      7.78,52      9.56,44      81.4%,78      0.59,12      1.23,8      48.3%,44      0.19,85      1.78,74      0.63,4      2.03,87      0.38,81      36.50,70      0.47,13      0.13,28      0.17,44      0.08,26      2.11,47      0.17,25      0.08,34      0.04,42      0.00,23      0.00,42      0.25,20      1.27,28      3.93,72      3.05,81      0.04,40      0.51,87      0.17,35      0.17,43      0.00,25      0.42,66      0.21,46      0.00,37      0.00,30      0.08,90      0.13,97      0.00,46      0.97,30      0.42,21      0.13,6      0.47,42      0.38,76      0.42,52      0.97,21      43.5%,87      0.55,85      0.51,13      0.00,13      0.51,17      0.51,49      1.48,33      0.13,6      0.00,60      49.61,66      0.34,12      2.16,2      14.34,16      33.71,89      8.08,98      49.48,65      4.74,89      2.24,84      47.3%,33      2.50,11      52.7%,33      37.47,85      224.03,88      108.86,79      2.28,76      2.75,94      2.62,47      2.28,15      41.91,78      0.00,52      0.80,69      1.56,66      0.42,29      0.08,97      0.00,53      0.00,51      3.64,15      0.17,4      0.76,84      18.2%,8       https://fbref.com/req/202302030/images/headshots/b400bde0_2022.jpg
 Jack Grealish
-AM      0.22,53      0.31,87      0.53,79      0.22,58      0.00,40      0.00,40      0.18,34      0.00,53      0.20,47      0.20,52      0.31,94      0.51,79      6.26,97      4.38,70      13.58,97      1.80,40      0.66,47      36.6%,57      0.12,60      0.33,56      15.40,74      0.00,29      0.11,57      +0.02,60      +0.02,59      39.50,91      46.95,88      84.1%,95      581.17,90      113.17,68      23.61,93      25.75,93      91.7%,97      12.92,89      14.76,85      87.5%,94      1.80,55      2.89,51      62.1%,77      0.29,98      2.19,91      1.23,27      2.10,92      0.09,20      44.28,88      2.45,59      0.31,57      0.26,66      0.35,73      2.32,52      1.09,91      1.05,65      0.53,68      0.00,28      0.04,85      0.22,30      1.53,19      4.55,88      3.11,90      0.31,69      0.26,58      0.26,62      0.57,94      0.04,56      0.88,96      0.61,97      0.04,84      0.00,25      0.04,66      0.13,97      0.04,93      1.09,32      0.70,45      0.44,39      0.53,44      0.13,13      0.57,46      1.01,23      56.5%,93      0.44,92      0.74,20      0.13,74      0.61,16      0.31,24      1.40,29      0.39,35      0.00,59      57.28,86      0.88,51      6.18,56      18.44,56      33.81,94      5.96,89      57.28,86      4.82,78      1.97,81      40.9%,39      1.23,65      25.5%,97      41.91,94      372.53,99      174.39,98      3.64,96      2.76,95      1.58,88      1.27,69      46.64,92      0.00,51      1.18,45      3.42,99      0.13,72      0.04,81      0.00,56      0.00,52      4.82,58      0.61,55      0.74,74      45.2%,81       https://fbref.com/req/202302030/images/headshots/b0b4fd3e_2022.jpg
+AM,FW      0.14,29,17      0.14,43,57      0.28,25,17      0.14,31,20      0.00,40,32      0.00,38,30      0.14,42,53      0.00,53,55      0.25,58,25      0.25,65,30      0.28,96,99      0.53,80,76      7.19,99,99      4.70,78,96      12.55,96,99      2.12,49,34      0.75,49,34      35.6%,47,48      0.07,26,20      0.19,20,17      14.60,87,56      0.00,27,39      0.12,67,34      -0.11,11,25      -0.11,11,24      39.17,90,98      45.66,83,96      85.8%,97,98      530.17,81,96      101.05,57,86      25.53,97,98      27.18,96,98      93.9%,98,99      10.82,83,98      12.23,70,94      88.5%,97,99      1.41,47,86      1.97,26,78      71.4%,95,91      0.22,92,98      2.49,97,99      1.41,43,68      2.02,85,94      0.05,11,37      44.11,85,96      1.41,46,66      0.24,49,89      0.09,24,32      0.09,34,57      1.50,29,75      0.38,62,84      0.47,53,89      0.14,49,93      0.05,49,84      0.00,42,48      0.14,54,43      1.74,7,1      5.60,97,99      4.61,99,99      0.05,43,78      0.19,37,50      0.24,44,40      0.47,96,93      0.05,67,66      0.28,38,43      0.28,70,76      0.00,37,44      0.00,30,29      0.00,23,21      0.00,31,27      0.00,46,44      0.85,22,52      0.80,62,88      0.19,11,52      0.47,46,71      0.19,35,30      0.24,20,55      0.61,3,29      38.5%,76,84      0.38,98,80      0.52,15,17      0.05,39,32      0.47,11,1      0.38,30,71      1.22,20,53      0.33,28,20      0.00,60,54      55.16,75,96      0.71,44,37      3.20,11,45      16.88,39,71      35.78,94,99      7.62,93,96      55.16,75,96      3.20,60,83      1.88,71,88      58.8%,72,80      1.32,56,30      41.2%,72,80      42.60,93,98      343.64,99,99      184.09,99,99      3.48,97,98      3.90,99,99      1.46,92,93      1.36,58,58      46.88,92,98      0.00,52,53      0.80,70,75      2.59,97,96      0.24,53,88      0.00,37,30      0.00,53,52      0.00,51,51      2.96,3,43      0.66,48,17      1.32,47,88      33.3%,49,40       https://fbref.com/req/202302030/images/headshots/b0b4fd3e_2022.jpg
 Gabriel Jesus
-FW      0.48,75      0.26,89      0.74,86      0.44,75      0.04,72      0.04,64      0.26,14      0.00,53      0.61,91      0.58,92      0.17,74      0.75,91      1.92,58      2.79,77      8.46,91      3.31,84      1.35,84      40.8%,58      0.13,54      0.32,48      10.60,99      0.00,36      0.18,85      -0.13,25      -0.14,25      24.46,86      30.48,81      80.3%,94      371.73,91      71.69,81      12.95,79      15.22,79      85.1%,77      8.98,94      10.20,92      88.0%,97      1.22,72      1.96,75      62.2%,65      0.13,75      1.35,75      1.35,74      0.96,77      0.09,60      27.69,79      2.70,91      0.17,77      0.17,55      0.22,74      0.48,42      0.52,92      0.00,33      0.00,40      0.00,45      0.00,47      0.09,50      0.83,58      3.62,97      1.88,65      0.04,70      0.52,96      0.48,92      0.57,96      0.13,97      0.52,92      0.35,89      0.00,45      0.04,64      0.04,62      0.09,89      0.00,47      1.44,87      1.09,94      0.70,94      0.35,50      0.39,81      0.65,94      1.35,86      48.4%,82      0.70,31      1.18,87      0.13,62      1.05,86      0.48,84      1.92,89      0.65,52      0.04,8      47.09,92      1.13,60      4.80,81      17.70,84      24.99,94      8.33,99      47.05,92      4.84,92      1.92,91      39.6%,40      2.14,11      44.1%,58      27.99,87      151.18,84      66.15,74      1.35,70      1.22,79      3.84,8      2.83,6      34.84,89      0.00,50      1.88,8      2.44,94      0.70,26      0.09,92      0.00,53      0.00,50      3.44,70      1.92,67      3.40,30      36.1%,50       https://fbref.com/req/202302030/images/headshots/b66315ae_2022.jpg
+AM,FW      0.38,80,75      0.38,93,98      0.77,92,94      0.34,71,70      0.05,85,80      0.05,83,75      0.05,76,83      0.00,53,55      0.47,90,84      0.43,92,84      0.27,93,98      0.70,94,96      2.45,33,63      2.64,33,75      10.55,90,98      3.02,87,86      0.96,74,70      31.7%,35,25      0.11,52,49      0.35,63,68      13.80,93,70      0.00,27,39      0.14,82,62      -0.09,13,30      -0.10,13,25      30.54,71,93      36.92,57,89      82.7%,92,96      405.70,58,88      67.56,26,78      19.08,76,93      21.91,76,93      87.1%,71,88      8.39,60,88      9.88,48,84      85.0%,88,96      1.01,25,73      1.49,19,65      67.7%,88,83      0.17,72,89      1.82,78,94      0.72,7,29      1.44,67,88      0.19,42,81      35.91,63,89      0.96,25,43      0.05,17,50      0.19,49,66      0.24,62,84      1.15,12,65      0.29,46,68      0.00,12,37      0.00,19,40      0.00,23,42      0.00,42,48      0.05,88,81      0.91,75,52      4.08,78,94      2.69,70,89      0.00,18,34      0.77,96,98      0.34,78,75      0.19,51,48      0.10,89,88      0.86,98,99      0.53,94,99      0.00,37,44      0.10,92,88      0.05,60,48      0.10,96,93      0.10,99,96      0.86,24,55      0.58,28,66      0.10,3,30      0.19,11,16      0.58,98,94      0.29,26,68      1.25,40,76      23.1%,21,39      0.96,49,25      0.86,46,61      0.00,13,11      0.86,51,52      0.72,76,98      1.58,40,81      0.38,35,29      0.00,60,54      49.05,57,89      0.58,31,27      3.88,19,61      15.10,24,57      30.40,85,94      7.72,97,99      49.00,57,89      3.40,63,86      2.21,80,93      64.8%,92,94      1.20,60,42      35.2%,92,94      31.98,70,88      174.39,37,83      71.97,28,75      0.96,7,43      1.53,72,88      3.16,21,34      1.29,63,66      38.26,72,91      0.00,52,53      1.25,29,43      1.25,42,58      0.48,22,60      0.10,99,93      0.00,53,52      0.00,51,51      3.64,16,68      1.01,74,34      1.73,31,81      36.8%,61,53       https://fbref.com/req/202302030/images/headshots/b66315ae_2022.jpg
 İlkay Gündoğan
-MF      0.31,95      0.15,79      0.46,91      0.31,96      0.00,46      0.04,92      0.00,97      0.00,55      0.29,96      0.26,97      0.13,60      0.38,90      2.03,70      6.50,80      4.74,78      2.03,90      0.77,92      37.7%,75      0.15,79      0.40,70      18.10,65      0.19,91      0.13,89      +0.02,60      +0.05,73      52.55,83      60.36,80      87.1%,87      818.38,79      188.99,65      28.53,88      31.33,89      91.1%,79      18.82,76      20.77,75      90.6%,86      3.79,75      4.97,60      76.2%,90      0.17,90      1.42,78      5.47,84      1.34,82      0.04,27      58.10,82      2.14,62      0.92,59      0.69,97      0.23,40      1.15,56      0.19,50      0.80,79      0.27,72      0.15,77      0.04,89      0.11,63      1.03,40      3.44,87      2.72,88      0.27,75      0.08,49      0.15,63      0.15,72      0.08,70      0.65,98      0.50,95      0.04,87      0.00,39      0.04,81      0.08,97      0.00,44      1.15,8      0.69,8      0.27,3      0.50,10      0.38,71      0.46,8      1.30,10      35.3%,21      0.84,74      0.69,3      0.11,15      0.57,9      0.77,30      1.91,9      0.50,12      0.00,69      69.08,78      1.19,13      9.29,19      37.29,80      22.80,86      3.37,90      69.04,78      1.61,47      0.61,30      38.1%,17      0.69,39      42.9%,26      41.00,80      208.73,81      100.52,82      1.68,73      0.27,62      1.07,66      1.03,45      54.50,88      0.00,53      0.88,81      0.96,39      0.23,6      0.08,98      0.00,57      0.00,54      5.93,44      0.73,38      0.46,92      61.3%,88       https://fbref.com/req/202302030/images/headshots/819b3158_2022.jpg
+MF      0.39,96      0.19,88      0.58,97      0.39,96      0.00,46      0.00,45      0.05,88      0.00,54      0.44,99      0.44,99      0.24,96      0.67,99      2.91,82      6.11,79      5.19,77      2.67,98      0.87,94      32.7%,61      0.15,87      0.44,86      14.50,95      0.10,76      0.16,98      -0.05,20      -0.05,18      56.95,89      64.94,88      87.7%,88      903.73,86      196.48,62      29.47,90      31.41,88      93.8%,96      19.97,79      22.10,78      90.4%,88      5.09,83      7.32,79      69.5%,75      0.20,97      1.84,90      4.60,71      1.07,71      0.05,24      60.97,85      3.93,79      1.16,71      0.39,84      0.29,54      3.25,78      0.15,37      2.47,92      1.45,92      0.44,85      0.00,43      0.05,79      1.07,32      4.07,92      2.91,88      0.68,88      0.29,87      0.15,62      0.00,11      0.05,60      0.44,87      0.34,85      0.00,37      0.05,92      0.05,85      0.00,41      0.00,46      1.11,9      0.44,4      0.48,17      0.58,21      0.05,4      0.58,24      1.50,18      38.7%,47      0.92,78      0.53,3      0.05,12      0.48,6      0.73,27      1.84,8      0.48,9      0.00,71      73.76,88      1.21,20      7.61,19      38.05,75      29.03,97      3.97,94      73.76,88      1.70,51      1.16,60      68.6%,75      0.53,58      31.4%,75      43.72,83      229.10,85      99.45,78      2.18,82      0.63,82      1.21,72      0.92,50      58.59,91      0.00,52      0.63,91      0.48,13      0.10,35      0.00,42      0.00,59      0.00,51      5.33,28      0.53,23      0.58,86      47.8%,56       https://fbref.com/req/202302030/images/headshots/819b3158_2022.jpg
 Kyle Walker
-FB      0.00,25      0.00,20      0.00,11      0.00,25      0.00,50      0.00,50      0.14,63      0.00,54      0.02,22      0.02,22      0.01,1      0.03,4      2.30,69      7.45,97      3.45,50      0.23,13      0.05,26      20.0%,40      0.00,25      0.00,25      24.80,10      0.00,43      0.08,61      -0.02,39      -0.02,39      76.35,98      86.97,97      87.8%,95      1341.13,99      380.73,95      34.20,93      36.54,93      93.6%,93      34.61,97      37.97,98      91.2%,93      6.62,97      9.93,93      66.7%,93      0.04,22      0.28,5      8.69,99      0.46,15      0.18,26      79.61,98      7.26,25      1.15,64      0.18,87      0.97,97      1.29,27      6.11,26      0.00,30      0.00,34      0.00,36      0.00,47      0.09,79      0.83,85      1.15,20      1.01,27      0.09,55      0.00,26      0.00,16      0.00,19      0.05,73      0.14,54      0.14,69      0.00,40      0.00,45      0.00,40      0.00,45      0.00,48      0.60,2      0.41,2      0.37,2      0.23,2      0.00,4      0.18,2      1.10,10      16.7%,1      0.92,33      0.55,3      0.09,8      0.46,10      0.83,23      1.42,2      1.01,4      0.00,75      91.75,96      2.62,11      20.13,45      55.07,99      17.01,54      0.69,19      91.75,96      0.87,30      0.60,55      68.4%,93      0.18,90      21.1%,92      54.65,95      250.74,90      133.30,89      1.84,84      0.09,27      0.64,87      0.28,77      70.88,97      0.00,50      0.69,79      0.46,26      0.00,80      0.00,45      0.00,66      0.00,56      5.70,61      1.06,46      0.51,96      67.6%,95       https://fbref.com/req/202302030/images/headshots/86dd77d1_2022.jpg
+FB      0.00,24      0.10,63      0.10,46      0.00,24      0.00,50      0.00,50      0.05,84      0.00,55      0.02,19      0.02,19      0.07,34      0.08,21      2.21,58      7.49,95      3.33,38      0.41,29      0.10,40      25.0%,53      0.00,24      0.00,24      23.70,10      0.05,85      0.03,10      -0.02,44      -0.02,44      75.79,97      85.54,95      88.6%,98      1345.54,99      363.33,93      33.54,93      35.74,93      93.8%,97      34.46,99      37.54,99      91.8%,99      6.97,98      9.85,90      70.8%,97      0.11,69      0.56,21      9.13,99      0.87,46      0.21,27      77.85,97      7.33,23      0.82,59      0.10,72      1.44,98      1.79,34      6.51,23      0.00,24      0.00,30      0.00,31      0.00,47      0.36,7      0.62,95      2.31,68      2.05,76      0.00,9      0.00,16      0.10,76      0.15,84      0.00,29      0.21,56      0.15,59      0.00,31      0.00,41      0.00,41      0.05,86      0.00,47      0.77,1      0.31,1      0.36,2      0.36,8      0.05,7      0.41,5      0.87,6      47.1%,21      0.46,88      0.72,8      0.21,28      0.51,12      0.72,10      1.49,1      0.82,1      0.05,24      90.77,94      2.00,8      17.64,38      53.59,98      19.85,67      1.18,45      90.77,94      0.72,14      0.36,16      50.0%,35      0.36,77      50.0%,35      57.85,97      243.69,92      110.00,80      1.85,77      0.26,54      0.77,84      0.31,81      69.54,97      0.00,53      0.36,97      0.62,38      0.05,54      0.00,46      0.00,68      0.00,56      5.33,42      0.97,44      0.82,84      54.3%,64       https://fbref.com/req/202302030/images/headshots/86dd77d1_2022.jpg
 Riyad Mahrez
-AM      0.23,58      0.47,97      0.70,92      0.19,51      0.05,91      0.05,87      0.09,62      0.00,53      0.26,69      0.23,61      0.33,95      0.55,88      3.66,75      3.56,56      11.34,92      1.97,53      0.56,36      28.6%,24      0.10,44      0.33,56      17.20,47      0.33,96      0.11,57      -0.03,40      -0.04,37      44.91,96      54.66,94      82.2%,91      738.09,94      129.00,76      23.72,94      26.58,94      89.2%,90      16.64,94      19.50,94      85.3%,86      3.84,93      6.61,87      58.2%,67      0.25,96      2.44,95      1.69,52      1.73,82      0.33,72      48.19,93      6.47,97      1.69,90      0.47,90      0.33,65      4.50,85      1.73,94      3.05,97      1.22,89      0.94,93      0.05,86      0.00,92      0.84,81      5.44,97      3.47,94      0.80,89      0.33,74      0.47,97      0.28,79      0.09,89      0.98,98      0.61,96      0.09,91      0.09,82      0.14,98      0.00,32      0.05,94      1.41,44      0.66,40      0.38,34      0.61,52      0.42,75      0.61,51      1.83,70      33.3%,34      1.22,25      1.27,74      0.05,40      1.22,76      0.42,42      1.83,42      0.23,15      0.00,59      65.25,93      0.66,31      4.92,31      23.16,78      37.59,97      5.16,75      65.20,93      3.42,49      1.17,35      34.2%,18      1.27,62      37.0%,81      43.78,97      241.83,89      110.67,78      2.20,65      2.11,89      1.64,82      1.27,70      48.84,94      0.00,51      0.75,75      1.97,80      0.33,30      0.00,35      0.00,56      0.00,52      3.84,24      0.42,36      0.66,79      39.1%,65       https://fbref.com/req/202302030/images/headshots/892d5bb1_2022.jpg
+AM      0.66,97      0.30,87      0.96,98      0.42,87      0.24,99      0.30,99      0.00,92      0.00,53      0.61,97      0.37,88      0.25,87      0.62,89      4.45,89      4.21,72      14.06,98      3.36,93      1.08,83      32.1%,37      0.13,62      0.39,74      17.90,47      0.36,92      0.11,59      +0.05,74      +0.05,70      46.68,96      56.90,94      82.0%,89      719.10,94      128.09,75      26.62,98      29.20,98      91.2%,96      15.86,94      18.81,94      84.3%,84      3.18,88      6.13,87      52.0%,57      0.23,94      2.34,94      1.62,54      2.04,89      0.36,75      50.59,93      5.95,94      0.66,75      0.42,84      0.36,79      5.83,94      1.08,93      4.21,98      2.52,99      0.00,23      0.06,90      0.36,11      0.84,83      4.39,84      3.30,89      0.72,90      0.06,8      0.24,47      0.06,11      0.00,25      0.60,88      0.42,85      0.12,94      0.00,30      0.06,67      0.00,31      0.00,46      0.66,12      0.18,2      0.30,25      0.24,17      0.12,17      0.30,30      1.14,33      26.3%,32      0.84,60      0.90,51      0.06,44      0.84,48      0.36,25      1.02,12      0.36,33      0.00,60      68.19,94      0.66,39      4.87,35      19.11,54      44.82,99      7.63,94      67.89,94      3.00,48      1.56,56      52.0%,56      1.44,52      48.0%,54      46.56,99      285.02,96      122.38,88      2.10,66      2.64,93      2.52,52      1.26,70      50.89,94      0.00,52      0.60,83      0.90,19      0.18,65      0.00,37      0.00,53      0.00,51      4.21,40      0.48,35      0.84,79      36.4%,57       https://fbref.com/req/202302030/images/headshots/892d5bb1_2022.jpg
 John Stones
-CB,FB      0.10,88,86      0.10,96,77      0.20,97,80      0.10,88,86      0.00,50,50      0.00,50,50      0.10,67,83      0.00,52,54      0.05,51,62      0.05,51,62      0.07,94,57      0.12,81,56      1.37,91,38      4.92,90,78      1.66,94,14      0.54,52,52      0.15,61,60      27.3%,53,60      0.18,83,92      0.67,87,86      13.40,25,83      0.00,46,43      0.10,55,78      +0.05,92,91      +0.05,92,91      70.84,87,95      76.20,86,91      93.0%,98,99      1187.21,85,95      330.99,52,87      34.52,97,96      36.08,96,91      95.7%,96,98      30.47,75,95      32.47,70,92      93.8%,86,98      4.83,66,91      6.05,25,58      79.8%,99,98      0.05,90,37      0.39,85,19      5.31,88,87      0.15,44,3      0.00,30,2      72.94,86,93      3.22,75,4      0.83,22,49      0.05,66,52      0.68,82,92      0.29,76,2      2.19,81,4      0.05,98,62      0.00,49,34      0.00,49,36      0.00,50,47      0.05,86,90      0.49,33,97      0.78,54,3      0.59,45,3      0.05,78,45      0.00,41,26      0.15,91,85      0.00,36,19      0.00,36,30      0.24,97,75      0.20,96,77      0.00,47,40      0.00,49,45      0.05,97,92      0.00,46,45      0.00,49,48      1.12,29,5      0.63,31,7      0.54,20,10      0.39,43,13      0.20,91,44      0.34,9,4      0.49,2,1      70.0%,82,79      0.15,94,98      0.83,14,11      0.49,18,80      0.34,22,97      0.44,2,4      1.56,7,3      1.95,3,28      0.00,83,75      82.39,82,86      4.92,7,85      26.52,12,90      45.93,91,93      10.24,93,19      1.32,81,54      82.39,82,86      0.49,73,9      0.29,73,21      60.0%,47,89      0.05,64,96      10.0%,70,98      52.65,82,92      302.32,91,97      158.45,82,93      1.56,94,73      0.05,69,15      0.39,54,96      0.20,39,92      63.97,88,95      0.00,52,50      0.49,78,92      0.39,39,15      0.05,33,46      0.00,48,45      0.00,68,66      0.05,12,8      4.39,14,14      1.61,19,74      0.78,93,81      67.3%,75,93       https://fbref.com/req/202302030/images/headshots/5eecec3d_2022.jpg
+CB      0.08,70      0.00,33      0.08,54      0.08,70      0.00,50      0.00,50      0.00,96      0.00,59      0.07,79      0.07,79      0.02,44      0.09,61      2.25,98      5.07,87      0.56,83      0.72,78      0.40,97      55.6%,94      0.11,64      0.20,38      13.20,27      0.00,47      0.10,56      +0.01,65      +0.01,65      73.27,94      80.51,94      91.0%,96      1330.62,93      382.36,77      31.45,96      33.78,96      93.1%,88      34.26,86      36.60,85      93.6%,83      6.68,88      8.20,55      81.4%,99      0.02,54      0.32,71      6.60,96      0.32,72      0.00,32      77.53,93      2.82,76      1.05,40      0.00,24      0.48,65      0.24,73      1.69,85      0.00,49      0.00,49      0.00,50      0.00,50      0.16,33      0.48,33      1.05,75      0.97,82      0.00,34      0.00,38      0.08,59      0.00,38      0.00,31      0.08,54      0.00,20      0.00,47      0.00,48      0.08,97      0.00,46      0.00,48      0.40,2      0.24,2      0.24,3      0.16,12      0.00,17      0.16,1      0.24,1      66.7%,73      0.08,97      0.24,1      0.24,2      0.00,2      0.88,23      1.29,3      2.17,7      0.08,31      86.22,91      6.60,23      28.63,33      50.75,93      7.32,85      0.80,39      86.22,91      0.72,88      0.64,93      88.9%,75      0.08,45      11.1%,75      61.77,93      363.46,97      212.17,93      1.85,93      0.00,30      0.32,65      0.08,71      68.04,94      0.00,54      0.24,98      0.48,60      0.00,75      0.00,47      0.00,67      0.00,57      4.18,17      3.78,93      0.80,96      82.5%,99       https://fbref.com/req/202302030/images/headshots/5eecec3d_2022.jpg
 Oleksandr Zinchenko
-FB      0.04,62      0.09,74      0.13,67      0.04,62      0.00,50      0.00,50      0.13,74      0.00,54      0.06,72      0.06,72      0.06,48      0.12,57      2.85,87      9.65,99      2.89,40      1.19,87      0.30,86      25.0%,54      0.04,53      0.14,43      22.70,17      0.00,43      0.05,28      -0.02,40      -0.02,40      70.20,93      81.20,95      86.4%,91      1148.29,92      335.65,90      34.33,95      37.22,96      92.2%,83      29.58,93      33.91,96      87.2%,83      4.46,85      6.29,62      70.9%,96      0.10,72      0.81,68      8.54,98      1.74,92      0.17,23      72.37,92      8.63,55      2.08,91      0.26,95      0.51,87      1.57,34      6.50,31      0.04,61      0.00,34      0.00,36      0.00,47      0.21,28      1.23,50      2.38,77      2.08,85      0.04,39      0.00,26      0.17,89      0.04,49      0.04,70      0.17,68      0.13,66      0.00,40      0.00,45      0.04,89      0.00,45      0.00,48      1.70,26      0.76,10      0.59,14      0.72,62      0.38,87      0.89,31      1.70,43      52.5%,36      0.81,43      0.85,16      0.09,7      0.76,40      0.93,34      2.63,31      1.61,15      0.09,17      89.75,95      3.27,33      19.67,42      44.96,92      25.92,91      1.40,60      89.75,95      1.06,40      0.64,56      60.0%,89      0.38,64      36.0%,65      53.67,93      293.16,96      160.92,97      2.80,98      0.34,77      0.68,84      0.64,40      59.41,92      0.00,50      0.26,99      0.47,27      0.04,54      0.00,45      0.00,66      0.00,56      6.93,96      2.17,92      0.85,74      71.8%,99       https://fbref.com/req/202302030/images/headshots/51cf8561_2022.jpg
+FB      0.00,24      0.34,94      0.34,92      0.00,24      0.00,50      0.00,50      0.00,95      0.00,55      0.04,63      0.04,63      0.23,95      0.28,89      2.75,79      9.71,98      7.56,89      1.03,84      0.34,85      33.3%,74      0.00,24      0.00,24      22.40,16      0.00,41      0.04,23      -0.04,18      -0.04,18      81.92,99      92.24,98      88.8%,99      1241.17,95      353.21,92      45.47,99      48.31,99      94.1%,99      30.43,98      33.27,98      91.5%,98      3.95,86      6.45,58      61.3%,93      0.21,97      1.38,82      8.94,98      1.89,95      0.43,64      84.84,99      7.22,20      0.86,64      0.17,88      0.43,77      2.66,50      5.93,19      0.43,73      0.00,30      0.17,75      0.00,47      0.17,51      1.29,45      3.95,94      3.27,98      0.26,68      0.26,94      0.09,63      0.00,14      0.09,92      0.95,99      0.69,99      0.00,31      0.09,97      0.09,95      0.00,40      0.09,99      1.72,31      1.20,42      0.60,15      0.86,72      0.26,67      0.95,39      1.72,40      55.0%,46      0.77,50      0.95,21      0.26,40      0.69,38      1.20,49      2.92,32      1.29,12      0.09,11      100.49,98      2.06,11      16.25,23      53.47,97      31.29,93      1.81,67      100.49,98      1.03,40      0.60,42      58.3%,66      0.43,68      41.7%,66      61.89,98      271.89,98      158.51,98      3.09,97      0.17,40      0.86,73      0.52,54      75.56,98      0.00,53      0.95,51      0.17,1      0.09,31      0.00,46      0.00,68      0.00,56      5.59,53      1.29,62      1.38,31      48.4%,45       https://fbref.com/req/202302030/images/headshots/51cf8561_2022.jpg
+Fernandinho
+MF      0.19,78      0.09,59      0.28,71      0.19,82      0.00,46      0.00,45      0.09,79      0.00,54      0.15,72      0.15,77      0.09,56      0.23,67      1.49,48      7.56,92      1.03,21      1.68,75      0.28,43      16.7%,14      0.11,77      0.67,94      16.70,87      0.00,32      0.09,74      +0.04,78      +0.04,78      69.65,98      78.61,97      88.6%,90      1196.89,98      357.48,97      32.12,96      34.36,94      93.5%,95      30.44,98      33.61,98      90.6%,88      5.23,84      7.38,80      70.9%,80      0.10,67      0.93,44      6.91,92      1.59,89      0.09,40      77.77,98      0.75,20      0.65,45      0.56,96      0.19,39      0.19,11      0.09,25      0.00,22      0.00,28      0.00,28      0.00,43      0.09,64      0.65,78      2.80,63      2.15,67      0.00,23      0.00,13      0.37,97      0.28,88      0.00,20      0.37,80      0.37,88      0.00,37      0.00,40      0.00,35      0.00,41      0.00,46      1.96,48      0.93,33      0.65,26      0.93,60      0.37,83      0.84,49      2.52,74      33.3%,29      1.68,22      0.75,13      0.19,45      0.56,11      0.75,28      2.71,39      1.21,59      0.09,9      86.55,97      3.27,83      16.06,77      58.07,98      12.79,40      1.59,53      86.55,97      1.03,26      0.84,42      81.8%,96      0.19,89      18.2%,96      59.47,98      273.64,95      138.45,92      1.68,68      0.00,5      0.56,97      0.65,78      69.27,98      0.00,52      1.31,36      0.93,40      0.00,77      0.00,42      0.00,59      0.00,51      7.94,88      2.05,89      1.40,27      59.5%,88       https://fbref.com/req/202302030/images/headshots/101da2b5_2022.jpg
 Nathan Aké
-FB,CB      0.05,68,70      0.00,20,32      0.05,40,50      0.05,68,70      0.00,50,50      0.00,50,50      0.10,84,69      0.00,54,52      0.08,84,81      0.08,84,81      0.03,21,69      0.11,51,80      1.20,28,88      6.73,90,98      1.44,8,92      0.43,38,40      0.10,40,44      22.2%,48,40      0.11,77,71      0.50,80,75      10.50,95,57      0.00,43,46      0.17,96,84      -0.03,23,39      -0.03,23,39      78.76,99,96      87.12,98,96      90.4%,96,88      1258.89,96,87      430.20,97,85      38.59,98,98      40.65,98,98      94.9%,97,93      35.80,99,90      38.87,99,90      92.1%,95,61      3.03,61,15      4.71,33,6      64.3%,89,73      0.06,56,97      0.43,26,91      7.93,97,99      0.43,13,87      0.05,7,72      80.97,99,94      6.05,17,93      1.68,86,75      0.05,51,65      0.29,63,41      0.72,7,92      4.37,16,91      0.00,30,48      0.00,34,49      0.00,36,49      0.00,47,50      0.10,74,65      1.25,45,3      1.15,21,87      0.96,23,88      0.05,44,77      0.00,26,41      0.10,68,65      0.00,19,36      0.05,75,90      0.10,39,67      0.10,50,75      0.00,40,47      0.00,45,49      0.00,40,41      0.00,45,46      0.00,48,49      1.25,7,35      0.58,5,27      0.72,21,34      0.43,21,57      0.10,25,71      0.53,7,33      0.72,3,19      73.3%,91,90      0.19,97,91      0.96,28,27      0.48,77,17      0.48,11,3      0.96,39,28      2.21,13,38      2.31,44,7      0.00,75,83      94.13,97,97      4.13,68,3      29.55,96,22      52.71,98,98      12.30,27,96      1.54,66,90      94.13,97,97      0.24,1,31      0.14,5,40      60.0%,89,47      0.05,97,65      20.0%,94,56      58.77,97,91      262.12,92,83      159.24,95,85      0.91,32,85      0.19,51,98      0.77,68,9      0.00,99,94      71.69,98,96      0.00,50,52      0.58,85,70      0.67,46,78      0.05,48,34      0.00,45,48      0.00,66,68      0.00,56,63      4.61,21,22      1.73,86,23      1.11,48,73      61.0%,84,51       https://fbref.com/req/202302030/images/headshots/eaeca114_2022.jpg
-Samuel Edozie
-AM      0.00,4      0.00,6      0.00,1      0.00,4      0.00,40      0.00,40      0.00,94      0.00,53      0.14,28      0.14,28      0.06,9      0.21,7      4.13,85      2.06,15      6.19,37      1.27,15      0.48,29      37.5%,61      0.00,4      0.00,4      16.50,53      0.00,29      0.11,57      -0.14,6      -0.14,6      17.62,13      26.03,19      67.7%,18      213.97,6      56.19,10      11.90,23      14.76,26      80.6%,20      3.49,3      5.40,2      64.7%,9      0.79,16      1.59,20      50.0%,44      0.06,12      1.27,40      0.95,13      0.95,36      0.16,43      25.87,23      0.00,1      0.00,13      0.16,40      0.00,6      1.75,40      0.00,3      0.00,12      0.00,21      0.00,28      0.00,40      0.16,49      1.90,4      3.17,46      2.06,45      0.00,16      0.48,85      0.00,3      0.63,97      0.00,21      0.00,1      0.00,2      0.00,36      0.00,25      0.00,27      0.00,32      0.00,43      2.70,96      1.59,93      0.95,84      1.59,99      0.16,18      0.48,36      1.27,34      37.5%,43      0.79,59      1.11,60      0.00,15      1.11,68      0.95,93      3.65,97      0.95,77      0.00,59      44.13,39      0.63,29      7.62,76      13.65,18      23.49,62      5.08,73      44.13,39      5.87,94      1.90,77      32.4%,10      2.54,11      43.2%,52      29.05,50      246.19,90      117.62,85      3.33,96      2.06,86      3.81,2      1.90,23      29.84,38      0.00,51      0.16,99      3.49,99      0.16,66      0.16,98      0.00,56      0.00,52      4.76,54      0.95,74      1.90,20      33.3%,51       https://fbref.com/req/202302030/images/headshots/007414dd_2022.jpg
-Roméo Lavia
-MF      0.04,38      0.00,13      0.04,16      0.04,39      0.00,46      0.00,45      0.36,17      0.00,55      0.02,7      0.02,8      0.02,10      0.04,7      0.89,30      4.13,43      0.57,16      0.49,12      0.12,17      25.0%,34      0.08,56      0.33,60      27.00,8      0.00,35      0.03,5      +0.02,63      +0.02,61      34.81,48      40.40,35      86.2%,83      600.34,53      161.52,51      15.64,33      17.22,19      90.8%,76      15.76,63      17.26,58      91.3%,89      2.76,50      3.77,34      73.1%,85      0.02,9      0.65,27      4.09,62      0.36,20      0.00,12      39.91,40      0.41,10      0.20,14      0.20,55      0.36,68      0.12,8      0.04,17      0.16,60      0.00,29      0.00,32      0.08,93      0.08,79      0.89,61      1.66,20      1.26,20      0.08,60      0.12,64      0.04,19      0.12,66      0.04,56      0.12,25      0.04,19      0.00,40      0.00,39      0.00,36      0.04,84      0.04,95      2.43,66      1.42,65      1.09,72      1.18,76      0.16,24      0.85,46      2.15,65      39.6%,37      1.30,26      1.90,89      0.45,82      1.46,80      1.34,77      3.77,76      0.93,38      0.04,25      52.19,40      2.35,52      12.08,54      33.55,65      7.17,12      0.04,1      52.19,40      2.03,63      1.13,71      56.0%,70      0.53,52      26.0%,81      32.58,58      173.23,62      77.11,54      0.85,29      0.00,9      0.97,73      1.26,29      32.17,35      0.00,53      1.13,60      1.95,88      0.00,80      0.04,92      0.00,57      0.00,54      7.58,84      0.28,8      0.41,95      41.2%,35       https://fbref.com/req/202302030/images/headshots/ecad9aa5_2022.jpg
\ No newline at end of file
+CB      0.20,99      0.00,33      0.20,97      0.20,99      0.00,50      0.00,50      0.00,96      0.00,59      0.07,74      0.07,74      0.06,91      0.12,86      1.17,82      5.56,92      0.78,87      0.49,48      0.20,70      40.0%,78      0.40,98      1.00,87      7.30,95      0.00,47      0.13,80      +0.13,98      +0.13,98      77.62,96      85.61,96      90.7%,94      1287.11,92      442.10,88      36.37,99      38.91,98      93.5%,91      37.44,92      40.56,93      92.3%,64      2.83,18      4.10,6      69.0%,86      0.05,88      0.20,39      6.14,91      0.29,71      0.00,32      81.52,96      4.00,86      1.46,71      0.10,82      0.20,30      0.10,54      2.54,86      0.00,49      0.00,49      0.00,50      0.00,50      0.10,55      0.49,31      0.49,28      0.49,44      0.00,34      0.00,38      0.00,14      0.00,38      0.00,31      0.00,17      0.00,20      0.00,47      0.00,48      0.00,35      0.00,46      0.00,48      1.56,67      0.88,61      0.68,35      0.78,91      0.10,69      0.59,43      0.78,27      75.0%,90      0.20,85      0.68,7      0.49,20      0.20,14      0.78,15      2.34,43      2.24,8      0.00,81      93.22,97      5.46,9      32.37,61      51.19,94      10.04,93      0.98,49      93.22,97      0.20,39      0.00,7      0.0%,7      0.20,12      100.0%,7      66.01,98      324.99,93      210.42,92      1.17,86      0.00,30      0.39,48      0.29,19      72.25,96      0.00,54      0.88,43      0.20,9      0.00,75      0.00,47      0.00,67      0.00,57      4.19,18      3.61,91      1.17,77      75.5%,93       https://fbref.com/req/202302030/images/headshots/eaeca114_2022.jpg
\ No newline at end of file
diff --git a/pythonCode/Newcastle-United-Stats.txt b/pythonCode/Newcastle-United-Stats.txt
new file mode 100644
index 0000000..ea7f45a
--- /dev/null
+++ b/pythonCode/Newcastle-United-Stats.txt
@@ -0,0 +1,11 @@
+
+Allan Saint-Maximin
+AM      0.08,16      0.40,95      0.48,75      0.08,18      0.00,40      0.00,40      0.08,68      0.00,53      0.13,21      0.13,21      0.37,97      0.50,76      7.47,99      5.54,92      8.92,76      2.25,69      0.88,75      39.3%,70      0.04,16      0.09,11      17.60,43      0.00,29      0.06,6      -0.05,30      -0.05,30      25.39,51      35.92,62      70.7%,29      408.78,59      128.49,75      13.58,39      16.79,42      80.9%,22      8.52,62      12.38,75      68.8%,19      2.33,71      3.29,56      70.7%,89      0.23,92      2.49,96      1.85,61      2.81,98      0.32,70      34.96,65      0.72,23      0.08,38      0.32,73      0.24,54      2.57,56      0.56,69      0.08,34      0.00,21      0.00,28      0.00,40      0.24,19      1.37,28      5.22,96      3.94,96      0.00,16      0.80,97      0.24,51      0.24,73      0.00,21      0.80,95      0.56,94      0.00,36      0.16,94      0.00,27      0.08,91      0.00,43      0.80,11      0.24,1      0.24,18      0.48,39      0.08,5      0.16,4      0.88,14      18.2%,4      0.72,65      0.32,2      0.00,15      0.32,2      0.40,39      1.21,15      0.16,5      0.00,59      48.05,59      0.40,9      5.54,42      15.91,35      27.96,79      6.19,90      48.05,59      7.96,98      4.58,98      57.6%,94      2.65,9      33.3%,88      34.96,84      332.44,98      201.86,99      4.10,98      3.29,96      2.49,31      2.41,6      36.64,68      0.00,51      0.48,91      1.29,53      0.16,65      0.00,35      0.00,56      0.00,52      5.54,76      0.16,8      0.16,99      50.0%,88       https://fbref.com/req/202302030/images/headshots/2b16cb1a_2022.jpg
+Joelinton
+MF,AM      0.20,80,48      0.03,30,15      0.24,65,25      0.20,83,53      0.00,46,40      0.00,45,40      0.41,13,4      0.00,55,53      0.24,91,57      0.24,95,68      0.08,42,14      0.32,81,41      2.16,73,25      4.40,48,71      5.07,80,22      1.72,82,36      0.64,90,46      37.3%,75,60      0.12,70,60      0.32,54,51      14.60,94,85      0.00,35,29      0.14,93,86      -0.04,32,36      -0.04,33,38      35.01,50,87      42.89,44,81      81.6%,57,89      513.42,32,78      135.76,34,79      19.65,58,82      22.59,60,81      87.0%,41,72      11.43,33,82      13.19,30,78      86.7%,60,91      2.00,29,62      2.54,10,41      78.7%,93,96      0.06,36,12      0.88,46,18      2.64,29,77      0.71,41,22      0.10,48,27      41.50,46,86      1.29,36,40      0.47,30,66      0.10,30,23      0.14,21,40      0.54,34,7      0.64,79,76      0.14,57,40      0.00,29,21      0.00,32,28      0.00,42,40      0.10,69,68      1.35,15,31      2.71,57,27      1.83,50,25      0.03,42,34      0.30,91,71      0.27,89,64      0.24,85,72      0.03,50,46      0.34,68,47      0.14,42,26      0.03,84,76      0.07,92,77      0.07,91,79      0.03,75,69      0.00,44,43      2.37,65,92      1.66,84,95      1.22,80,93      0.88,47,82      0.27,53,39      0.88,50,81      2.10,61,80      41.9%,47,60      1.22,35,26      1.76,82,97      0.24,45,88      1.52,83,31      1.62,90,99      3.99,85,99      1.32,59,94      0.00,69,59      57.60,54,87      2.40,56,96      10.55,32,92      28.82,49,92      19.01,71,25      3.25,88,34      57.60,54,87      3.75,93,53      1.79,94,70      47.7%,43,71      1.42,9,53      37.8%,45,80      30.34,46,56      164.14,57,38      77.32,57,37      1.52,65,27      0.44,74,13      2.44,5,35      1.72,10,32      37.71,55,74      0.00,53,51      2.20,5,1      1.15,51,39      0.03,54,93      0.03,89,73      0.03,10,8      0.00,54,52      6.70,70,94      2.23,97,96      2.00,4,16      52.8%,65,92       https://fbref.com/req/202302030/images/headshots/c17bfb65_2022.jpg
+Fabian Schär
+CB      0.03,54      0.08,90      0.11,82      0.03,54      0.00,50      0.00,50      0.20,40      0.00,52      0.14,98      0.14,98      0.09,97      0.23,98      0.76,70      3.90,72      0.90,86      1.57,99      0.39,98      25.0%,48      0.02,50      0.07,42      14.40,19      0.08,99      0.09,40      -0.11,2      -0.11,2      39.95,33      51.82,41      77.1%,15      822.21,41      330.55,51      13.47,31      15.72,34      85.7%,19      20.61,36      23.89,36      86.3%,23      5.59,75      10.84,88      51.6%,27      0.06,95      0.53,97      3.99,70      0.65,97      0.11,88      49.69,44      2.05,46      1.74,78      0.20,96      0.95,94      0.51,83      0.28,45      0.00,48      0.00,49      0.00,49      0.00,50      0.08,75      0.53,28      1.66,98      1.21,93      0.00,30      0.06,92      0.25,98      0.06,88      0.08,97      0.22,96      0.14,87      0.00,47      0.00,49      0.00,41      0.03,93      0.06,99      1.32,45      0.62,30      0.87,46      0.36,35      0.08,62      0.67,51      1.09,49      61.5%,46      0.42,54      0.95,25      0.53,25      0.42,41      1.46,73      2.78,57      3.90,46      0.00,83      62.74,45      6.96,15      30.91,35      26.33,45      5.98,86      2.05,93      62.74,45      0.36,57      0.11,27      30.8%,12      0.20,14      53.8%,13      34.08,41      177.89,49      115.52,62      0.73,80      0.08,85      0.56,20      0.20,38      37.65,38      0.00,52      0.56,72      0.76,86      0.17,3      0.00,48      0.00,68      0.03,23      5.87,66      3.14,85      1.54,25      67.1%,72       https://fbref.com/req/202302030/images/headshots/c8aa95da_2022.jpg
+Joe Willock
+MF      0.11,56      0.21,90      0.32,77      0.11,58      0.00,46      0.00,45      0.04,94      0.00,55      0.25,92      0.25,96      0.21,91      0.46,95      3.41,94      4.26,46      5.35,84      2.04,91      0.56,86      27.6%,45      0.05,47      0.19,45      16.90,79      0.00,35      0.12,83      -0.14,4      -0.14,4      27.34,19      33.46,14      81.7%,58      426.53,20      108.44,16      15.27,28      17.06,17      89.5%,64      9.36,18      10.91,14      85.8%,54      1.94,26      3.03,19      64.0%,61      0.15,82      1.37,74      3.20,46      1.20,73      0.28,79      32.44,17      0.88,22      0.11,9      0.14,41      0.11,18      1.79,69      0.28,60      0.00,22      0.00,29      0.00,32      0.00,42      0.14,55      0.63,85      2.99,67      2.36,70      0.00,20      0.25,82      0.25,82      0.11,58      0.04,51      0.32,65      0.21,60      0.00,40      0.04,83      0.04,78      0.04,78      0.00,44      1.79,31      1.06,30      0.46,16      0.91,52      0.42,78      0.88,51      2.04,58      43.1%,50      1.16,40      1.90,88      0.28,53      1.62,90      0.88,40      2.67,28      0.60,16      0.00,69      46.58,17      1.30,17      7.11,6      20.62,11      19.56,74      4.01,96      46.58,17      3.27,89      1.30,80      39.8%,20      1.51,8      46.2%,19      27.58,35      183.41,68      100.84,83      2.18,88      1.16,96      2.29,10      0.95,54      31.52,33      0.00,53      1.23,53      0.81,31      0.11,26      0.00,43      0.00,57      0.00,54      4.79,12      0.56,30      0.56,79      50.0%,56       https://fbref.com/req/202302030/images/headshots/a3b03921_2022.jpg
+Jonjo Shelvey
+MF      0.00,16      0.00,13      0.00,7      0.00,16      0.00,46      0.00,45      0.31,26      0.00,55      0.03,18      0.03,19      0.05,22      0.08,18      0.16,1      5.77,71      0.00,1      0.94,34      0.00,4      0.0%,4      0.00,16      24.40,18      0.00,35      0.03,5      -0.03,34      -0.03,34      37.44,55      51.16,66      73.2%,10      811.56,77      317.73,95      12.17,11      14.35,8      84.8%,21      16.53,68      19.03,67      86.9%,63      7.95,96      16.53,99      48.1%,19      0.12,71      0.94,47      6.40,90      1.25,80      0.31,81      45.86,59      5.30,92      4.52,99      0.47,88      1.25,99      2.03,72      0.16,41      0.00,22      0.00,29      0.00,32      0.00,42      0.00,95      0.16,99      2.50,49      1.72,45      0.62,89      0.00,15      0.16,67      0.00,9      0.00,21      0.00,7      0.00,8      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      0.47,1      0.16,1      0.16,1      0.16,1      0.16,22      0.16,1      1.56,24      10.0%,1      1.40,21      1.25,43      0.31,61      0.94,43      0.78,32      1.25,2      1.56,77      0.16,3      58.18,57      3.59,90      17.16,82      35.41,71      5.77,5      0.16,2      58.18,57      0.62,8      0.62,32      100.0%,99      0.00,98      0.0%,98      29.32,40      162.37,55      71.91,48      0.47,8      0.00,9      0.47,99      0.62,78      36.03,50      0.00,53      1.56,28      0.16,1      0.00,80      0.00,43      0.16,1      0.00,54      5.62,33      0.62,31      0.16,99      80.0%,99       https://fbref.com/req/202302030/images/headshots/3727dd3c_2022.jpgForbidden File Requested (403 error)
\ No newline at end of file
diff --git a/pythonCode/Wolverhampton-Wanderers-Stats.txt b/pythonCode/Wolverhampton-Wanderers-Stats.txt
new file mode 100644
index 0000000..bb6a4a1
--- /dev/null
+++ b/pythonCode/Wolverhampton-Wanderers-Stats.txt
@@ -0,0 +1,37 @@
+
+Conor Coady
+CB      0.04,66      0.04,75      0.09,65      0.04,66      0.00,50      0.00,50      0.09,75      0.00,52      0.03,29      0.03,29      0.01,30      0.05,28      0.17,14      1.85,14      0.04,10      0.17,10      0.09,34      50.0%,88      0.25,94      0.50,75      8.50,85      0.00,46      0.21,99      +0.01,75      +0.01,75      44.01,45      51.91,43      84.8%,51      933.11,51      357.98,67      12.19,22      12.97,13      94.0%,85      24.82,46      26.71,44      92.9%,77      6.66,90      11.46,93      58.1%,56      0.02,45      0.17,33      3.13,46      0.13,36      0.04,70      50.20,45      1.50,27      1.33,57      0.04,60      0.43,55      0.04,27      0.13,20      0.00,48      0.00,49      0.00,49      0.00,50      0.21,24      0.04,99      0.73,45      0.64,56      0.00,30      0.00,41      0.04,43      0.04,85      0.00,36      0.04,36      0.04,44      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      0.60,4      0.39,8      0.34,4      0.26,17      0.00,19      0.30,7      0.64,12      46.7%,11      0.34,67      0.90,18      0.73,55      0.17,9      0.60,8      1.20,1      3.78,41      0.13,12      58.53,29      10.22,71      34.14,51      23.49,28      1.25,3      0.43,7      58.53,29      0.13,14      0.00,4      0.0%,4      0.09,45      66.7%,8      37.87,51      178.37,50      103.65,56      0.17,20      0.00,27      0.26,75      0.09,73      42.25,50      0.00,52      0.47,80      0.56,67      0.09,17      0.00,48      0.00,68      0.00,63      3.95,8      1.07,4      1.03,78      51.0%,7       https://fbref.com/req/202302030/images/headshots/2928dca2_2022.jpg
+José Sá
+GK      1.53,45      4.47,55      2.92,59      67.1%,48      0.31,41      0.19,38      0.50,71      0.31,59      30.6%,59      0.11,38      0.06,70      0.06,88      0.00,39      50.0%,89      0.00,73      0.17,59      0.03,70      1.34,48      0.28,41      -0.16,38      3.33,43      12.08,55      27.6%,16      25.97,48      5.06,63      29.3%,30      30.9,34      7.22,59      61.9%,70      46.2,71      15.00,66      1.19,84      8.0%,88      0.78,20      12.6,20       https://fbref.com/req/202302030/images/headshots/903b6e8b_2022.jpg
+João Moutinho
+MF,AM      0.00,16,4      0.10,59,39      0.10,32,6      0.00,16,4      0.00,46,40      0.00,45,40      0.15,68,46      0.00,55,53      0.07,34,2      0.07,37,2      0.13,70,40      0.20,51,5      1.16,48,4      6.67,82,96      1.62,43,1      0.81,30,1      0.15,23,2      18.8%,18,4      0.00,16,4      0.00,16,4      18.40,62,31      0.15,86,84      0.08,49,21      -0.07,16,22      -0.07,17,23      42.98,67,93      53.44,70,91      80.4%,52,82      791.19,74,96      208.52,76,95      16.33,40,68      18.30,33,62      89.2%,60,90      20.83,87,98      24.27,89,99      85.8%,54,90      4.60,82,96      7.43,79,92      61.9%,55,76      0.10,55,29      1.82,90,76      5.31,82,98      1.16,70,52      0.20,69,52      47.33,63,91      5.87,93,93      2.78,95,99      0.35,72,76      0.30,53,62      2.98,83,66      0.15,40,22      1.72,86,76      0.51,80,66      0.76,94,89      0.00,42,40      0.25,23,15      1.01,47,65      3.34,83,56      2.48,80,65      0.71,90,86      0.00,15,4      0.10,45,13      0.05,32,12      0.00,21,21      0.15,30,11      0.15,50,31      0.00,40,36      0.00,39,25      0.00,36,27      0.00,36,32      0.00,44,43      2.58,79,95      1.52,75,91      1.21,79,92      1.06,64,94      0.30,57,46      0.96,67,87      2.33,74,88      41.3%,43,58      1.37,25,13      1.11,33,60      0.30,59,96      0.81,29,65      0.91,42,91      3.49,67,95      1.01,43,82      0.00,69,59      61.58,65,89      2.12,45,94      12.29,55,99      33.27,62,96      16.43,60,15      0.76,31,1      61.58,65,89      0.76,14,2      0.40,20,2      53.3%,61,91      0.35,71,99      46.7%,18,37      31.10,50,65      129.13,31,11      68.26,45,25      1.16,50,9      0.00,9,1      0.71,90,99      0.35,96,99      38.88,59,81      0.00,53,51      1.57,27,15      0.76,28,14      0.05,45,88      0.00,43,35      0.00,57,56      0.00,54,52      5.36,27,70      0.40,16,35      1.16,30,52      25.8%,8,30       https://fbref.com/req/202302030/images/headshots/f5a00fa4_2022.jpg
+Rúben Neves
+MF      0.18,77      0.03,28      0.21,60      0.09,55      0.09,99      0.09,98      0.36,20      0.00,55      0.16,81      0.08,46      0.05,23      0.13,30      0.83,27      6.50,80      0.54,13      1.88,86      0.39,60      20.6%,23      0.05,47      0.23,50      26.70,10      0.33,97      0.04,12      +0.02,62      +0.01,60      51.57,81      62.78,84      82.1%,60      1092.46,97      299.27,93      17.23,46      18.93,40      91.0%,78      24.56,93      27.61,95      89.0%,78      9.30,98      14.13,99      65.8%,65      0.04,26      0.95,50      6.02,88      0.45,27      0.03,24      57.98,81      4.56,84      3.43,97      0.21,56      0.72,88      1.58,64      0.33,65      0.63,75      0.09,64      0.48,88      0.00,42      0.24,26      0.89,60      2.38,45      1.64,40      0.33,77      0.09,54      0.12,54      0.09,49      0.12,88      0.09,20      0.06,23      0.03,81      0.00,39      0.00,36      0.00,36      0.00,44      2.36,63      1.28,58      0.92,56      0.98,57      0.45,81      0.95,65      2.21,68      43.2%,51      1.25,31      1.76,83      0.66,96      1.10,57      1.49,86      3.85,80      2.53,97      0.03,34      74.11,88      5.28,99      24.15,99      38.96,83      11.75,36      0.75,30      74.02,88      0.92,24      0.57,29      61.3%,81      0.27,82      29.0%,72      39.29,77      179.08,65      88.84,71      0.86,30      0.03,20      0.66,95      0.39,94      48.32,77      0.00,53      1.13,60      0.54,18      0.03,57      0.00,43      0.03,12      0.00,54      7.07,78      0.75,41      0.75,67      50.0%,56       https://fbref.com/req/202302030/images/headshots/44bfb6c5_2022.jpg
+Max Kilman
+CB      0.00,25      0.00,32      0.00,17      0.00,25      0.00,50      0.00,50      0.08,77      0.00,52      0.04,31      0.04,31      0.01,15      0.04,19      0.82,72      3.46,57      0.14,33      0.38,31      0.00,8      0.0%,8      0.00,25      10.10,62      0.00,46      0.10,55      -0.04,31      -0.04,31      47.57,52      57.34,54      83.0%,41      944.71,54      338.83,60      15.62,46      16.90,43      92.4%,73      26.24,54      28.47,54      92.2%,64      5.14,72      10.45,87      49.2%,20      0.02,27      0.11,17      3.62,60      0.19,59      0.05,76      56.31,55      0.79,4      0.76,18      0.00,24      0.84,90      0.14,57      0.03,8      0.00,48      0.00,49      0.00,49      0.00,50      0.24,19      0.54,25      0.63,27      0.54,34      0.00,30      0.00,41      0.05,50      0.03,76      0.00,36      0.05,44      0.03,39      0.00,47      0.00,49      0.03,85      0.00,46      0.00,49      0.98,20      0.54,23      0.71,33      0.24,14      0.03,39      0.44,17      0.82,31      53.3%,29      0.38,60      1.91,90      1.14,85      0.76,83      0.52,6      1.50,4      4.46,69      0.03,65      67.22,52      11.76,91      39.73,85      25.91,44      2.04,23      0.71,27      67.22,52      0.68,87      0.52,93      76.0%,76      0.16,22      24.0%,52      39.27,54      208.98,62      125.60,70      0.41,52      0.05,70      0.41,51      0.24,23      46.24,59      0.00,52      0.49,77      0.33,33      0.00,74      0.00,48      0.00,68      0.00,63      5.96,70      2.34,61      1.14,69      67.2%,73       https://fbref.com/req/202302030/images/headshots/d0f72bf1_2022.jpg
+Raúl Jiménez
+FW      0.00,2      0.11,48      0.11,4      0.00,2      0.00,32      0.00,30      0.00,92      0.00,53      0.28,35      0.28,36      0.18,77      0.46,47      0.53,6      1.49,40      4.79,28      2.13,33      0.96,48      45.0%,72      0.00,2      0.00,2      14.50,53      0.00,36      0.13,40      -0.28,6      -0.28,6      14.89,43      21.06,38      70.7%,47      205.64,43      37.13,45      9.15,45      11.60,40      78.9%,47      3.72,42      5.32,42      70.0%,40      1.06,67      1.91,72      55.6%,50      0.06,40      0.85,43      0.85,35      0.74,64      0.11,70      18.40,33      2.66,89      0.00,25      0.11,38      0.21,70      0.53,52      0.43,84      0.00,33      0.00,40      0.00,45      0.00,47      0.00,86      0.53,89      1.91,28      1.28,33      0.00,33      0.11,28      0.32,65      0.21,70      0.00,28      0.21,35      0.11,26      0.00,45      0.00,26      0.11,91      0.00,31      0.00,47      0.96,58      0.64,69      0.32,70      0.53,72      0.11,16      0.32,64      0.64,28      50.0%,86      0.32,74      0.96,67      0.00,14      0.96,81      0.00,3      0.96,42      0.85,62      0.00,57      31.17,31      1.17,64      2.98,43      14.79,53      13.51,18      4.68,57      31.17,31      1.06,11      0.53,21      50.0%,81      0.43,94      40.0%,75      15.53,19      66.60,11      25.64,18      0.32,1      0.21,8      2.45,58      1.49,53      23.30,40      0.00,50      1.49,36      1.49,69      0.96,16      0.00,33      0.00,53      0.00,50      2.23,26      2.55,82      2.66,43      49.0%,87       https://fbref.com/req/202302030/images/headshots/b561db50_2022.jpg
+Nélson Semedo
+FB      0.00,25      0.03,44      0.03,28      0.00,25      0.00,50      0.00,50      0.38,5      0.03,5      0.01,18      0.01,18      0.02,13      0.04,9      1.71,49      3.76,56      5.03,75      0.31,22      0.00,10      0.0%,10      0.00,25      20.50,30      0.00,43      0.05,28      -0.01,46      -0.01,46      41.41,55      51.26,48      80.8%,69      620.60,45      209.34,39      24.14,64      26.40,60      91.5%,75      14.60,44      17.95,37      81.3%,52      2.02,28      4.31,23      46.8%,49      0.03,8      0.38,16      3.52,72      0.51,16      0.17,25      43.19,49      7.97,40      0.21,5      0.14,80      0.03,17      2.05,51      7.76,64      0.00,30      0.00,34      0.00,36      0.00,47      0.10,72      1.16,61      1.20,23      0.96,22      0.00,16      0.00,26      0.14,80      0.10,73      0.00,30      0.10,43      0.10,52      0.00,40      0.00,45      0.00,40      0.00,45      0.00,48      2.43,73      1.44,64      1.64,80      0.65,54      0.14,33      1.13,46      2.19,68      51.6%,32      1.06,26      1.44,70      0.51,85      0.92,61      0.99,43      3.42,63      2.84,68      0.07,23      63.53,49      4.75,83      20.14,46      28.62,63      15.42,44      0.99,37      63.53,49      2.50,87      1.13,89      45.2%,54      1.13,14      45.2%,40      34.13,63      181.50,63      92.02,61      1.44,67      0.17,46      1.44,17      0.65,38      37.17,54      0.00,50      1.61,5      0.82,55      0.00,80      0.00,45      0.00,66      0.00,56      5.71,63      1.03,45      1.27,32      44.8%,32       https://fbref.com/req/202302030/images/headshots/d04b94db_2022.jpg
+Leander Dendoncker
+MF      0.00,16      0.00,13      0.00,7      0.00,16      0.00,46      0.00,45      0.00,97      0.00,55      0.07,37      0.07,40      0.05,25      0.12,26      0.20,1      2.37,6      0.49,10      0.49,13      0.20,30      40.0%,82      0.00,16      0.00,16      20.80,41      0.00,35      0.14,93      -0.07,15      -0.07,16      33.00,38      37.84,25      87.2%,88      534.86,40      107.78,15      16.20,38      17.59,29      92.1%,88      14.13,54      15.12,42      93.5%,97      1.88,23      2.57,12      73.1%,85      0.02,7      0.69,31      2.07,11      0.10,3      0.10,47      36.95,31      0.79,19      0.69,48      0.00,7      0.20,32      0.30,20      0.10,28      0.00,22      0.00,29      0.00,32      0.00,42      0.10,70      0.99,53      1.19,11      0.89,10      0.00,20      0.00,15      0.10,42      0.00,9      0.20,97      0.00,7      0.00,8      0.00,40      0.00,39      0.00,36      0.00,36      0.00,44      2.27,60      1.09,35      1.09,71      0.89,49      0.30,56      1.28,90      2.37,78      54.2%,80      1.09,54      2.07,92      0.40,73      1.68,93      1.88,97      4.15,86      1.58,80      0.00,69      48.70,22      2.67,70      13.34,62      29.05,50      6.62,8      1.19,43      48.70,22      0.69,10      0.40,19      57.1%,75      0.30,80      42.9%,26      22.82,13      104.42,13      34.38,5      0.59,14      0.10,35      0.99,72      0.49,90      28.06,21      0.00,53      0.10,99      0.10,1      0.00,80      0.00,43      0.00,57      0.00,54      5.14,20      1.19,78      1.28,26      48.0%,50       https://fbref.com/req/202302030/images/headshots/5a7301ae_2022.jpg
+Rayan Aït Nouri
+FB      0.08,83      0.00,20      0.08,55      0.08,83      0.00,50      0.00,50      0.33,10      0.00,54      0.06,70      0.06,70      0.08,67      0.14,72      2.51,74      3.60,50      6.36,84      0.84,74      0.42,93      50.0%,96      0.10,72      0.20,48      14.10,80      0.00,43      0.07,54      +0.03,81      +0.03,81      39.31,43      48.35,32      81.3%,73      592.11,39      196.81,25      22.42,54      25.09,54      89.3%,55      14.14,39      17.15,34      82.4%,62      1.67,20      2.68,3      62.5%,86      0.08,63      0.59,45      2.43,32      1.17,78      0.42,66      40.73,39      7.44,28      0.42,16      0.00,20      0.17,49      1.76,44      6.78,38      0.25,73      0.08,72      0.17,78      0.00,47      0.17,40      1.51,27      1.92,66      1.17,40      0.17,67      0.33,97      0.08,60      0.17,93      0.00,30      0.00,8      0.00,11      0.00,40      0.00,45      0.00,40      0.00,45      0.00,48      2.76,81      1.67,87      2.09,93      0.59,46      0.08,22      0.75,20      1.25,15      60.0%,57      0.50,75      0.25,1      0.00,2      0.25,1      0.75,17      3.51,68      2.34,48      0.00,75      61.90,44      3.35,37      20.07,44      23.34,25      19.49,74      2.34,81      61.90,44      4.18,97      2.34,99      56.0%,81      1.51,7      36.0%,65      33.04,57      189.03,72      104.05,73      1.09,42      0.84,93      2.34,3      1.00,13      37.97,58      0.00,50      1.25,23      0.92,67      0.25,10      0.00,45      0.08,3      0.08,2      5.10,38      1.17,57      1.42,21      45.2%,34       https://fbref.com/req/202302030/images/headshots/9b398aea_2022.jpg
+Hwang Hee-chan
+FW      0.24,36      0.08,40      0.32,30      0.24,42      0.00,32      0.00,30      0.08,70      0.00,53      0.23,16      0.23,21      0.09,34      0.32,23      1.99,60      2.39,69      4.78,26      1.43,8      0.56,6      38.9%,52      0.17,75      0.43,81      15.00,46      0.00,36      0.16,72      +0.01,62      +0.01,62      17.04,58      22.30,52      76.4%,75      250.01,65      52.01,60      9.72,50      11.71,42      83.0%,69      5.81,74      7.01,67      83.0%,89      0.80,53      1.27,42      62.5%,68      0.05,21      0.80,33      0.72,31      0.80,70      0.08,57      21.19,52      1.04,47      0.08,67      0.16,48      0.08,47      0.80,64      0.40,81      0.00,33      0.00,40      0.00,45      0.00,47      0.08,57      0.72,69      2.39,55      1.99,75      0.00,33      0.16,38      0.08,13      0.16,50      0.00,28      0.16,22      0.16,43      0.00,45      0.00,26      0.00,27      0.00,31      0.00,47      1.59,89      0.72,77      0.56,89      0.64,82      0.40,82      0.48,86      1.51,89      31.6%,52      1.04,13      1.43,96      0.16,69      1.27,94      0.40,74      1.99,91      0.40,21      0.00,57      33.85,50      1.04,53      5.26,89      14.18,50      14.97,38      3.03,8      33.85,50      2.55,60      1.04,55      40.6%,43      1.04,42      40.6%,72      17.68,38      121.06,58      55.91,65      0.88,42      0.56,28      1.99,81      1.59,48      21.27,26      0.00,50      1.59,25      1.51,70      0.08,94      0.00,33      0.00,53      0.00,50      3.58,75      0.56,18      2.39,50      18.9%,4       https://fbref.com/req/202302030/images/headshots/169fd162_2022.jpg
+Daniel Podence
+AM      0.30,73      0.00,6      0.30,37      0.30,74      0.00,40      0.00,40      0.25,15      0.00,53      0.20,46      0.20,51      0.13,36      0.33,42      2.19,26      4.83,80      7.52,55      2.19,65      0.86,69      39.5%,73      0.14,74      0.35,62      16.50,53      0.00,29      0.09,35      +0.11,88      +0.11,88      22.61,35      33.69,49      67.1%,16      374.13,49      117.44,71      11.54,21      15.30,30      75.4%,7      7.11,44      10.62,62      67.0%,13      2.59,76      4.57,69      56.7%,61      0.11,43      1.83,77      1.78,59      1.98,90      0.36,76      30.95,47      2.59,62      0.41,62      0.46,88      0.36,74      2.85,65      0.56,66      1.32,71      0.46,64      0.41,77      0.00,40      0.15,52      0.97,69      3.51,65      2.34,57      0.46,77      0.15,30      0.41,95      0.10,23      0.05,60      0.15,12      0.10,15      0.00,36      0.05,70      0.00,27      0.00,32      0.00,43      1.37,43      0.86,51      0.66,64      0.46,36      0.25,34      0.30,20      1.58,52      19.4%,6      1.27,18      0.97,42      0.00,15      0.97,52      0.36,31      1.73,40      0.30,23      0.00,59      45.18,46      0.56,19      6.10,54      16.67,38      23.17,57      3.56,46      45.18,46      3.10,43      1.22,39      39.3%,32      1.73,41      55.7%,7      26.83,41      135.69,18      62.46,20      1.42,20      1.02,46      2.49,32      1.52,52      31.61,43      0.00,51      1.32,34      1.17,40      0.20,55      0.00,35      0.00,56      0.00,52      4.42,37      0.30,27      0.61,87      33.3%,51       https://fbref.com/req/202302030/images/headshots/7fcc71d8_2022.jpg
+Adama Traoré
+AM      0.12,22      0.06,27      0.18,15      0.12,26      0.00,40      0.00,40      0.12,52      0.00,53      0.08,6      0.08,6      0.22,80      0.31,37      5.11,94      2.17,18      9.39,81      1.14,13      0.42,22      36.8%,58      0.11,51      0.29,47      15.00,83      0.00,29      0.07,13      +0.04,65      +0.04,64      19.55,20      29.72,30      65.8%,12      290.33,29      73.88,30      11.91,24      15.88,36      75.0%,4      5.11,21      7.76,28      65.9%,12      1.50,51      2.77,47      54.3%,53      0.19,80      1.44,55      1.02,15      1.32,63      0.84,98      29.54,36      0.06,2      0.00,13      0.18,48      0.00,6      4.87,90      0.06,9      0.00,12      0.00,21      0.00,28      0.00,40      0.12,60      1.62,10      2.65,25      2.23,49      0.00,16      0.12,23      0.12,21      0.18,58      0.00,21      0.24,29      0.12,24      0.00,36      0.00,25      0.12,95      0.00,32      0.00,43      0.84,14      0.42,11      0.42,38      0.24,11      0.18,20      0.24,8      0.54,1      44.4%,70      0.30,96      0.48,5      0.06,43      0.42,5      0.18,9      1.02,10      1.02,85      0.00,59      42.95,31      1.08,64      6.14,55      15.10,24      22.80,54      3.37,40      42.95,31      6.26,95      2.95,95      47.1%,69      2.05,26      32.7%,90      27.73,46      241.66,88      126.76,89      2.47,79      1.50,69      3.55,5      1.62,39      33.39,52      0.00,51      1.26,37      2.05,82      0.42,23      0.00,35      0.00,56      0.00,52      3.97,27      2.35,97      1.50,31      60.9%,98       https://fbref.com/req/202302030/images/headshots/9a28eba4_2022.jpg
+Jonny Castro
+FB      0.07,78      0.00,20      0.07,51      0.07,78      0.00,50      0.00,50      0.21,33      0.07,1      0.02,28      0.02,28      0.07,58      0.09,44      1.71,50      5.00,80      3.28,48      0.64,66      0.14,58      22.2%,48      0.11,77      0.50,80      24.10,11      0.00,43      0.03,7      +0.05,92      +0.05,92      50.03,74      59.38,69      84.3%,87      792.30,74      259.65,64      27.26,78      29.90,79      91.2%,74      18.84,69      21.77,64      86.6%,80      3.14,62      4.43,27      71.0%,97      0.06,49      0.36,13      4.28,83      0.71,42      0.14,16      49.82,70      9.42,68      0.86,50      0.21,90      0.07,27      1.28,26      8.56,83      0.00,30      0.00,34      0.00,36      0.00,47      0.14,52      1.64,23      1.71,51      1.43,61      0.00,16      0.00,26      0.00,16      0.21,97      0.07,90      0.07,26      0.07,36      0.00,40      0.00,45      0.00,40      0.00,45      0.00,48      2.43,72      1.07,34      1.64,81      0.71,60      0.07,17      1.28,66      2.64,79      48.6%,17      1.36,15      1.86,97      0.36,54      1.50,98      1.00,45      3.43,64      2.00,31      0.14,1      71.66,72      3.78,56      24.48,85      31.69,74      16.20,48      0.93,32      71.66,72      2.28,85      1.00,83      43.8%,46      1.07,16      46.9%,33      35.61,69      187.21,69      106.70,78      1.28,56      0.29,67      1.14,33      0.93,20      42.82,70      0.00,50      0.93,57      1.36,84      0.07,39      0.00,45      0.00,66      0.00,56      6.49,87      1.07,49      1.14,43      48.4%,44       https://fbref.com/req/202302030/images/headshots/e28868f3_2022.jpg
+Willy Boly
+CB      0.00,25      0.13,97      0.13,87      0.00,25      0.00,50      0.00,50      0.26,15      0.00,52      0.00,1      0.00,1      0.03,55      0.03,8      0.13,9      1.58,8      0.00,4      0.26,18      0.13,57      50.0%,88      0.00,25      0.00,25      16.70,9      0.00,46      0.02,1      0.00,70      0.00,70      25.49,3      33.90,3      75.2%,10      486.92,3      218.10,10      8.28,4      10.12,4      81.8%,4      14.06,7      16.55,7      84.9%,18      2.63,8      6.18,28      42.6%,9      0.04,81      0.13,20      1.05,3      0.00,6      0.00,30      33.37,3      0.53,1      0.39,6      0.00,24      0.00,4      0.00,10      0.13,22      0.00,48      0.00,49      0.00,49      0.00,50      0.00,95      0.39,49      0.66,30      0.66,60      0.00,30      0.00,41      0.00,15      0.00,36      0.00,36      0.13,75      0.13,83      0.00,47      0.00,49      0.00,41      0.00,46      0.00,49      1.71,67      0.79,48      1.05,71      0.39,44      0.26,97      1.05,81      1.71,82      61.5%,46      0.66,20      1.71,83      0.53,24      1.18,94      1.58,86      3.28,77      5.91,93      0.00,83      46.38,3      9.07,46      31.40,38      13.27,2      1.97,18      1.18,67      46.38,3      0.26,35      0.13,34      50.0%,33      0.00,88      0.0%,88      22.47,4      101.04,9      46.64,7      0.13,13      0.00,27      0.26,72      0.00,94      23.91,3      0.00,52      0.66,60      0.66,76      0.39,1      0.00,48      0.00,68      0.00,63      5.26,48      1.97,40      1.18,64      62.5%,58       https://fbref.com/req/202302030/images/headshots/a4ac4b8f_2022.jpg
+Pedro Neto
+AM      0.00,4      0.00,6      0.00,1      0.00,4      0.00,40      0.00,40      0.09,63      0.00,53      0.10,11      0.10,11      0.20,70      0.30,34      3.45,70      2.24,19      10.36,89      1.59,25      0.28,6      17.6%,3      0.00,4      0.00,4      20.70,14      0.09,77      0.06,6      -0.10,11      -0.10,12      26.51,59      35.85,61      74.0%,43      421.71,66      96.63,54      15.40,59      17.37,49      88.7%,84      7.75,55      11.02,64      70.3%,21      2.52,74      5.04,76      50.0%,44      0.15,64      1.87,78      1.21,26      0.84,29      0.37,78      31.93,53      3.92,82      1.03,82      0.19,53      0.28,59      6.16,92      0.56,68      2.33,87      1.03,80      0.84,90      0.00,40      0.00,92      1.31,37      3.83,75      2.15,46      0.56,81      0.19,39      0.37,88      0.47,91      0.09,88      0.56,86      0.37,82      0.00,36      0.00,25      0.09,90      0.09,95      0.00,43      1.03,24      0.56,31      0.37,31      0.19,5      0.47,81      0.65,58      1.59,53      41.2%,57      0.93,47      0.47,4      0.09,55      0.37,3      0.37,34      1.40,28      0.37,30      0.00,59      48.27,62      0.56,20      5.70,46      15.50,31      27.82,78      4.29,63      48.27,62      5.04,84      1.68,63      33.3%,13      2.80,4      55.6%,8      30.34,57      221.55,77      110.26,77      2.24,70      1.68,76      2.71,20      1.21,76      33.89,54      0.00,51      0.75,77      1.40,56      0.19,58      0.09,95      0.00,56      0.00,52      4.76,54      0.00,1      0.65,80      0.0%,1       https://fbref.com/req/202302030/images/headshots/7ba2eaa9_2022.jpg
+Toti Gomes
+FB      0.09,85      0.00,20      0.09,57      0.09,85      0.00,50      0.00,50      0.55,1      0.00,54      0.04,48      0.04,48      0.03,15      0.06,27      0.37,1      2.47,11      2.10,20      0.46,43      0.18,64      40.0%,86      0.20,94      0.50,80      9.90,96      0.00,43      0.08,61      +0.05,93      +0.05,93      42.07,57      50.76,45      82.9%,78      696.49,58      260.49,66      20.21,48      23.41,48      86.3%,25      18.48,68      20.95,62      88.2%,89      2.56,44      4.85,40      52.8%,66      0.03,4      0.37,15      2.47,34      0.73,43      0.37,56      45.64,57      5.03,15      0.64,37      0.00,20      0.46,83      0.82,13      4.39,17      0.00,30      0.00,34      0.00,36      0.00,47      0.09,81      0.46,98      0.82,4      0.82,14      0.00,16      0.00,26      0.00,16      0.00,19      0.00,30      0.09,34      0.09,46      0.00,40      0.00,45      0.00,40      0.00,45      0.00,48      1.37,10      0.82,14      1.01,33      0.37,10      0.00,4      0.82,23      1.19,13      69.2%,77      0.37,91      1.46,72      0.73,97      0.73,32      1.01,46      2.38,16      4.66,99      0.00,75      62.93,48      7.87,98      28.63,95      25.43,43      9.15,10      1.37,58      62.93,48      1.46,59      0.82,74      56.3%,83      0.55,44      37.5%,61      30.37,49      139.12,37      84.51,50      1.01,34      0.00,4      0.55,92      0.27,78      36.77,51      0.00,50      1.46,17      0.46,25      0.09,33      0.00,45      0.00,66      0.00,56      5.58,55      1.55,68      1.46,20      51.5%,55       https://fbref.com/req/202302030/images/headshots/f0caab96_2022.jpg
+Morgan Gibbs-White
+AM,FW      0.14,30,11      0.23,75,82      0.37,49,45      0.09,19,11      0.06,95,77      0.06,90,69      0.17,36,36      0.00,53,53      0.19,45,9      0.15,31,4      0.24,84,94      0.39,58,33      2.09,22,65      4.08,64,91      4.83,20,30      1.71,35,18      0.57,38,11      33.3%,40,24      0.05,23,13      0.15,23,13      19.60,22,1      0.09,75,84      0.09,35,14      -0.05,28,40      -0.06,24,36      20.96,28,79      33.50,48,91      62.6%,4,16      338.15,38,86      122.13,73,96      11.37,20,67      14.97,27,74      76.0%,9,30      6.06,29,77      8.57,34,84      70.7%,22,42      2.60,77,96      6.80,89,99      38.2%,11,13      0.18,78,94      1.91,82,99      2.29,71,91      1.17,53,81      0.14,38,79      27.96,32,81      5.08,88,97      1.83,92,97      0.46,87,91      0.26,56,79      4.83,87,96      0.17,25,49      2.80,95,99      1.23,90,97      1.34,97,99      0.03,80,96      0.46,2,3      0.91,72,45      3.51,66,92      2.11,45,79      0.80,90,96      0.29,63,60      0.17,35,35      0.06,13,16      0.09,85,86      0.34,48,60      0.17,40,50      0.09,89,99      0.03,51,53      0.06,72,67      0.00,32,31      0.00,43,47      0.83,13,48      0.43,12,45      0.29,22,67      0.20,8,28      0.34,61,74      0.37,26,77      1.00,22,67      37.1%,42,69      0.63,80,40      0.71,14,38      0.11,67,52      0.60,14,45      0.43,43,81      1.26,19,55      0.51,47,35      0.00,59,57      44.73,43,89      0.60,24,23      5.34,38,91      19.39,60,89      20.82,40,72      2.29,14,1      44.67,43,89      2.97,37,74      1.40,48,77      47.1%,69,72      1.37,57,28      46.2%,42,52      23.59,20,70      134.81,16,72      66.38,23,75      1.86,48,89      0.57,21,30      2.68,23,48      1.29,66,72      28.11,28,70      0.00,51,50      1.00,59,74      0.89,21,31      0.17,62,86      0.00,35,33      0.00,56,53      0.00,52,50      4.60,43,91      1.66,89,57      3.26,1,31      33.7%,53,37       https://fbref.com/req/202302030/images/headshots/32f60ed8_2022.jpg
+Hugo Bueno
+FB      0.00,25      0.07,64      0.07,50      0.00,25      0.00,50      0.00,50      0.07,89      0.00,54      0.01,18      0.01,18      0.09,69      0.10,49      3.57,92      2.68,19      4.40,69      0.27,19      0.07,33      25.0%,54      0.00,25      0.00,25      18.50,45      0.00,43      0.04,16      -0.01,46      -0.01,46      37.58,38      46.65,28      80.6%,67      528.80,23      153.00,13      23.36,57      25.35,56      92.1%,81      11.95,21      14.70,15      81.3%,52      1.31,9      3.71,15      35.2%,14      0.07,61      1.10,77      1.65,11      0.69,38      0.41,64      36.82,23      9.62,74      0.62,36      0.00,20      0.00,8      4.12,79      7.76,66      1.24,83      0.14,75      1.10,91      0.00,47      0.21,30      1.44,31      2.06,69      1.51,67      0.48,84      0.00,26      0.07,57      0.00,19      0.00,30      0.07,25      0.07,34      0.00,40      0.00,45      0.00,40      0.00,45      0.00,48      2.27,68      1.10,38      1.58,75      0.41,16      0.27,72      1.17,52      2.27,69      51.5%,31      1.10,23      0.96,30      0.07,4      0.89,60      0.69,13      2.95,37      2.47,54      0.00,75      57.37,25      3.64,48      21.85,63      18.89,11      17.11,56      0.96,34      57.37,25      2.27,84      0.89,79      39.4%,35      0.96,17      42.4%,48      27.21,30      186.46,67      97.69,67      1.99,90      0.27,66      1.10,37      0.76,30      30.64,28      0.00,50      0.48,93      0.48,31      0.07,42      0.00,45      0.00,66      0.00,56      6.18,79      0.69,21      1.17,38      37.0%,11       https://fbref.com/req/202302030/images/headshots/bfc3b3a0_2022.jpg
\ No newline at end of file
diff --git a/pythonCode/playerDataMaker.py b/pythonCode/playerDataMaker.py
index e1c8fc9..96eacab 100644
--- a/pythonCode/playerDataMaker.py
+++ b/pythonCode/playerDataMaker.py
@@ -50,7 +50,7 @@ def specificSeason(url):
     links = uls.find_all('a')
 
     for a in links:
-        if(a.text == '2022-2023 Premier League'):
+        if(a.text == '2021-2022 Premier League'):
             final_link = a['href']
     
     print(final_link)
@@ -173,7 +173,7 @@ def playerStandardStatsMaker(url, file):
 ##------- PROVIDE THE `teamRosterCreator` METHOD WITH A LINK TO THE PARTICULAR PREMIER LEAGUE TEAM
 ##------- This will print the information from the SPECIFIED team's players for that season
 
-link = "https://fbref.com/en/squads/7c21e445/2021-2022/West-Ham-United-Stats"
+link = "https://fbref.com/en/squads/822bd0ba/2021-2022/Liverpool-Stats"
 namingInfo = link.split("/")
 file1 = open(namingInfo[-1]+".txt", "w")
 teamInfo = teamRosterCreator(link)
diff --git a/server/playerStatsMongoDB.js b/server/playerStatsMongoDB.js
index f5b9d6e..2110b6e 100644
--- a/server/playerStatsMongoDB.js
+++ b/server/playerStatsMongoDB.js
@@ -55,6 +55,152 @@ class SeasonPerformance{
   }
 }
 
+class Statistics {
+  constructor(name, club, season, goals90, assists90, goalsAndAssits90, nonPenGoals90, penScored, pensTaken, yellow90, 
+    red90, xG90, nonPenXG90, xAG, nonPenXGAG90, progCarries90, progressivePass90, progPassRec90, position, league,
+    shots90, shotOnTarget90, shotOnTargetPercent90, goalPerShot90, goalPerShotOnTarget90, 
+    avgShotDistance, shotsFreeKicks, nonPenXGPerShot90, goalsMinusXG, nonPenGoalsMinusXG,
+    passesCompleted90, passesAttempted90, passCompletionPercent, totalPassingDistance90, progressivePassingDistance90, 
+    shortPassesCompleted90, shortPassesAttempted90, shortPassesCompletionPercent, mediumPassesCompleted90, mediumPassesAttempted90, 
+    mediumPassesCompletionPercent, longPassesCompleted90, longPassesAttempted90, longPassesCompletionPercent, xA90, keyPasses90, 
+    passesFinalThird90, passesPenaltyArea90, crossesPenaltyArea90, liveBallPasses90, deadBallPasses90, freeKickPasses, throughBalls90, switches90, crosses90, throwIns90, cornerKicks90,
+    inswingingCorners90, outswingingCorners90, straightCorners90, passesOffside90, passesBlockedByOpp90, shotCreateAct90, liveBallShotCreateAct90, deadBallShotCreateAct90, takeOnShotCreateAct90,
+    shotsLeadingToNewShot90, foulsLeadingToShot90, defendingActionsLeadingToShot90, goalCreateAct90, liveBallGoalCreateAct90, 
+    deadBallGoalCreateAct90, takeOnGoalCreateAct90, shotsLeadingToGoal90, foulsLeadingToGoal90, defendingActionsLeadingToGoal90,
+    tacklesAttempted90, tacklesWon90, tacklesInDef3rd90, tacklesInMiddle3rd90, tacklesInAttack3rd90,
+    dribblersTackled90, dribblersChallenged90, percentDribblersTackled90, challengesLost90, blocks90, shotsBlocked90, passesBlocke90,
+    interceptions90, tacklesAndInterceptions90, clearances90, errors90, touches90, touchesInDefPenArea90, touchesInDef3rd90, touchesInMiddle3rd90, touchesInAttack3rd90,
+    touchesInAttackPenArea90, liveBallTouches90, takeOnsAttempted90, successfulTakeOns90, successfulTakeOnPercent, timesTackledInTakeOn90,
+    tackledInTakeOnPercent, carries90, totalCarryingDistance90, progressiveCarryingDistance90, carriesIntoFinal3rd90, carriesIntoPenArea90,
+    miscontrols90, dispossessed90, passesReceived90, secondYellow90, foulsCommitted90, foulsDrawn90, offsides90, penaltiesWon90, penaltiesGivenAway90,
+    ownGoals90, ballRecoveries90, aerialsWon90, aerialsLost90, percentAerialsWon, image){
+      this.name = name,
+      this.club = club,
+      this.season = season,
+      this.position = position,
+      this.league = league,
+      this.goals90 = goals90.split(",").map(x => parseFloat(x, 10)),
+      this.assists90 = assists90.split(",").map(x => parseFloat(x, 10)),
+      this.goalsAndAssits90 = goalsAndAssits90.split(",").map(x => parseFloat(x, 10)),
+      this.nonPenGoals90 = nonPenGoals90.split(",").map(x => parseFloat(x, 10)),
+      this.penScored = penScored.split(",").map(x => parseFloat(x, 10)),
+      this.pensTaken = pensTaken.split(",").map(x => parseFloat(x, 10)),
+      this.yellow90 = yellow90.split(",").map(x => parseFloat(x, 10)),
+      this.red90 = red90.split(",").map(x => parseFloat(x, 10)),
+      this.xG90 = xG90.split(",").map(x => parseFloat(x, 10)),
+      this.nonPenXG90 = nonPenXG90.split(",").map(x => parseFloat(x, 10)),
+      this.xAG = xAG.split(",").map(x => parseFloat(x, 10)),
+      this.nonPenXGAG90 = nonPenXGAG90.split(",").map(x => parseFloat(x, 10)),
+      this.progCarries90 = progCarries90.split(",").map(x => parseFloat(x, 10)),
+      this.progressivePass90 = progressivePass90.split(",").map(x => parseFloat(x, 10)),
+      this.progPassRec90 = progPassRec90.split(",").map(x => parseFloat(x, 10)),
+      this.shots90 = shots90.split(",").map(x => parseFloat(x, 10)),
+      this.shotOnTarget90 = shotOnTarget90.split(",").map(x => parseFloat(x, 10)),
+      this.shotOnTargetPercent90 = shotOnTargetPercent90.split(","),
+      this.goalPerShot90 = goalPerShot90.split(",").map(x => parseFloat(x, 10)),
+      this.goalPerShotOnTarget90 = goalPerShotOnTarget90.split(",").map(x => parseFloat(x, 10)),
+      this.avgShotDistance = avgShotDistance.split(",").map(x => parseFloat(x, 10)),
+      this.shotsFreeKicks = shotsFreeKicks.split(",").map(x => parseFloat(x, 10)),
+      this.nonPenXGPerShot90 = nonPenXGPerShot90.split(",").map(x => parseFloat(x, 10)),
+      this.goalsMinusXG = goalsMinusXG.split(",").map(x => parseFloat(x, 10)),
+      this.nonPenGoalsMinusXG = nonPenGoalsMinusXG.split(",").map(x => parseFloat(x, 10))
+      this.passesCompleted90 = passesCompleted90.split(",").map(x => parseFloat(x, 10)),
+      this.passesAttempted90 = passesAttempted90.split(",").map(x => parseFloat(x, 10)),
+      this.passCompletionPercent = passCompletionPercent.split(","),
+      this.totalPassingDistance90 = totalPassingDistance90.split(",").map(x => parseFloat(x, 10)),
+      this.progressivePassingDistance90 = progressivePassingDistance90.split(",").map(x => parseFloat(x, 10)),
+      this.shortPassesCompleted90 = shortPassesCompleted90.split(",").map(x => parseFloat(x, 10)),
+      this.shortPassesAttempted90 = shortPassesAttempted90.split(",").map(x => parseFloat(x, 10)),
+      this.shortPassesCompletionPercent = shortPassesCompletionPercent.split(","),
+      this.mediumPassesCompleted90 = mediumPassesCompleted90.split(",").map(x => parseFloat(x, 10)),
+      this.mediumPassesAttempted90 = mediumPassesAttempted90.split(",").map(x => parseFloat(x, 10)),
+      this.mediumPassesCompletionPercent = mediumPassesCompletionPercent.split(","),
+      this.longPassesCompleted90 = longPassesCompleted90.split(",").map(x => parseFloat(x, 10)),
+      this.longPassesAttempted90 = longPassesAttempted90.split(",").map(x => parseFloat(x, 10)),
+      this.longPassesCompletionPercent = longPassesCompletionPercent.split(","),
+      this.xA90 = xA90.split(",").map(x => parseFloat(x, 10)),
+      this.keyPasses90 = keyPasses90.split(",").map(x => parseFloat(x, 10)),
+      this.passesFinalThird90 = passesFinalThird90.split(",").map(x => parseFloat(x, 10)),
+      this.passesPenaltyArea90 = passesPenaltyArea90.split(",").map(x => parseFloat(x, 10)),
+      this.crossesPenaltyArea90 = crossesPenaltyArea90.split(",").map(x => parseFloat(x, 10)),
+      this.liveBallPasses90 = liveBallPasses90.split(",").map(x => parseFloat(x, 10)),
+      this.deadBallPasses90 = deadBallPasses90.split(",").map(x => parseFloat(x, 10)),
+      this.freeKickPasses = freeKickPasses.split(",").map(x => parseFloat(x, 10)),
+      this.throughBalls90 = throughBalls90.split(",").map(x => parseFloat(x, 10)),
+      this.switches90 = switches90.split(",").map(x => parseFloat(x, 10)),
+      this.crosses90 = crosses90.split(",").map(x => parseFloat(x, 10)),
+      this.throwIns90 = throwIns90.split(",").map(x => parseFloat(x, 10)),
+      this.cornerKicks90 = cornerKicks90.split(",").map(x => parseFloat(x, 10)),
+      this.inswingingCorners90 = inswingingCorners90.split(",").map(x => parseFloat(x, 10)),
+      this.outswingingCorners90 = outswingingCorners90.split(",").map(x => parseFloat(x, 10)),
+      this.straightCorners90 = straightCorners90.split(",").map(x => parseFloat(x, 10)),
+      this.passesOffside90 = passesOffside90.split(",").map(x => parseFloat(x, 10)),
+      this.passesBlockedByOpp90 = passesBlockedByOpp90.split(",").map(x => parseFloat(x, 10)),
+      this.shotCreateAct90 = shotCreateAct90.split(",").map(x => parseFloat(x, 10)),
+      this.liveBallShotCreateAct90 = liveBallShotCreateAct90.split(",").map(x => parseFloat(x, 10)),
+      this.deadBallShotCreateAct90 = deadBallShotCreateAct90.split(",").map(x => parseFloat(x, 10)),
+      this.takeOnShotCreateAct90 = takeOnShotCreateAct90.split(",").map(x => parseFloat(x, 10)),
+      this.shotsLeadingToNewShot90 = shotsLeadingToNewShot90.split(",").map(x => parseFloat(x, 10)),
+      this.foulsLeadingToShot90 = foulsLeadingToShot90.split(",").map(x => parseFloat(x, 10)),
+      this.defendingActionsLeadingToShot90 = defendingActionsLeadingToShot90.split(",").map(x => parseFloat(x, 10)),
+      this.goalCreateAct90 = goalCreateAct90.split(",").map(x => parseFloat(x, 10)),
+      this.liveBallGoalCreateAct90 = liveBallGoalCreateAct90.split(",").map(x => parseFloat(x, 10)),
+      this.deadBallGoalCreateAct90 = deadBallGoalCreateAct90.split(",").map(x => parseFloat(x, 10)),
+      this.takeOnGoalCreateAct90 = takeOnGoalCreateAct90.split(",").map(x => parseFloat(x, 10)),
+      this.shotsLeadingToGoal90 = shotsLeadingToGoal90.split(",").map(x => parseFloat(x, 10)),
+      this.foulsLeadingToGoal90 = foulsLeadingToGoal90.split(",").map(x => parseFloat(x, 10)),
+      this.defendingActionsLeadingToGoal90 = defendingActionsLeadingToGoal90.split(",").map(x => parseFloat(x, 10)),
+      this.tacklesAttempted90 = tacklesAttempted90.split(",").map(x => parseFloat(x, 10)),
+      this.tacklesWon90 = tacklesWon90.split(",").map(x => parseFloat(x, 10)),
+      this.tacklesInDef3rd90 = tacklesInDef3rd90.split(",").map(x => parseFloat(x, 10)),
+      this.tacklesInMiddle3rd90 = tacklesInMiddle3rd90.split(",").map(x => parseFloat(x, 10)),
+      this.tacklesInAttack3rd90 = tacklesInAttack3rd90.split(",").map(x => parseFloat(x, 10)),
+      this.dribblersTackled90 = dribblersTackled90.split(",").map(x => parseFloat(x, 10)),
+      this.dribblersChallenged90 = dribblersChallenged90.split(",").map(x => parseFloat(x, 10)),
+      this.percentDribblersTackled90 = percentDribblersTackled90.split(","),
+      this.challengesLost90 = challengesLost90.split(",").map(x => parseFloat(x, 10)),
+      this.blocks90 = blocks90.split(",").map(x => parseFloat(x, 10)),
+      this.shotsBlocked90 = shotsBlocked90.split(",").map(x => parseFloat(x, 10)),
+      this.passesBlocke90 = passesBlocke90.split(",").map(x => parseFloat(x, 10)),
+      this.interceptions90 = interceptions90.split(",").map(x => parseFloat(x, 10)),
+      this.tacklesAndInterceptions90 = tacklesAndInterceptions90.split(",").map(x => parseFloat(x, 10)),
+      this.clearances90 = clearances90.split(",").map(x => parseFloat(x, 10)),
+      this.errors90 = errors90.split(",").map(x => parseFloat(x, 10)),
+      this.touches90 = touches90.split(",").map(x => parseFloat(x, 10)),
+      this.touchesInDefPenArea90 = touchesInDefPenArea90.split(",").map(x => parseFloat(x, 10)),
+      this.touchesInDef3rd90 = touchesInDef3rd90.split(",").map(x => parseFloat(x, 10)),
+      this.touchesInMiddle3rd90 = touchesInMiddle3rd90.split(",").map(x => parseFloat(x, 10)),
+      this.touchesInAttack3rd90 = touchesInAttack3rd90.split(",").map(x => parseFloat(x, 10)),
+      this.touchesInAttackPenArea90 = touchesInAttackPenArea90.split(",").map(x => parseFloat(x, 10)),
+      this.liveBallTouches90 = liveBallTouches90.split(",").map(x => parseFloat(x, 10)),
+      this.takeOnsAttempted90 = takeOnsAttempted90.split(",").map(x => parseFloat(x, 10)),
+      this.successfulTakeOns90 = successfulTakeOns90.split(",").map(x => parseFloat(x, 10)),
+      this.successfulTakeOnPercent = successfulTakeOnPercent.split(),
+      this.timesTackledInTakeOn90 = timesTackledInTakeOn90.split(",").map(x => parseFloat(x, 10)),
+      this.tackledInTakeOnPercent = tackledInTakeOnPercent.split(","),
+      this.totalCarryingDistance90 = totalCarryingDistance90.split(",").map(x => parseFloat(x, 10)),
+      this.progressiveCarryingDistance90 = progressiveCarryingDistance90.split(",").map(x => parseFloat(x, 10)),
+      this.carriesIntoFinal3rd90 = carriesIntoFinal3rd90.split(",").map(x => parseFloat(x, 10)),
+      this.carriesIntoPenArea90 = carriesIntoPenArea90.split(",").map(x => parseFloat(x, 10)),
+      this.carries90 = carries90.split(",").map(x => parseFloat(x, 10)),
+      this.miscontrols90 = miscontrols90.split(",").map(x => parseFloat(x, 10)),
+      this.dispossessed90 = dispossessed90.split(",").map(x => parseFloat(x, 10)),
+      this.passesReceived90 = passesReceived90.split(",").map(x => parseFloat(x, 10))
+      this.secondYellow90 = secondYellow90.split(",").map(x => parseFloat(x, 10)),
+      this.foulsCommitted90 = foulsCommitted90.split(",").map(x => parseFloat(x, 10)),
+      this.foulsDrawn90 = foulsDrawn90.split(",").map(x => parseFloat(x, 10)),
+      this.offsides90 = offsides90.split(",").map(x => parseFloat(x, 10)),
+      this.penaltiesWon90 = penaltiesWon90.split(",").map(x => parseFloat(x, 10)),
+      this.penaltiesGivenAway90 = penaltiesGivenAway90.split(",").map(x => parseFloat(x, 10)),
+      this.ownGoals90 = ownGoals90.split(",").map(x => parseFloat(x, 10))
+      this.ballRecoveries90 = ballRecoveries90.split(',').map(x => parseFloat(x, 10))
+      this.aerialsWon90 = aerialsWon90.split(",").map(x => parseFloat(x, 10)),
+      this.aerialsLost90 = aerialsLost90.split(",").map(x => parseFloat(x, 10)),
+      this.percentAerialsWon = percentAerialsWon.split(","),
+      this.image = image
+    }
+}
+
 class StandardStats{
   constructor(name, club, season, goals90, assists90, goalsAndAssits90, nonPenGoals90, penScored, pensTaken, yellow90, 
     red90, xG90, nonPenXG90, xAG, nonPenXGAG90, progCarries90, progressivePass90, progPassRec90, position, league){
@@ -286,6 +432,7 @@ function isPlayerInArray(playerArray, player) {
 
 var players = [];
 const seasons = [];
+const seasonRemoved = [];
 
 const directoryPath = './prem2022-23_with_pictures/';
 const files = fs.readdirSync(directoryPath);
@@ -333,10 +480,28 @@ files.forEach(file => {
               var other_stats = new OtherStatistics(name, clubName, season, stats[108], stats[109], stats[110], stats[111], stats[112], stats[113],
               stats[114], stats[115], stats[116], stats[117], stats[118], playerPosition, league)
 
-              var holder = "";
+              var playerNew = new Statistics(name, clubName, season, stats[1], stats[2], stats[3], stats[4], stats[5], stats[6],
+                stats[7], stats[8], stats[9], stats[10], stats[11], stats[12], stats[13], stats[14], stats[15], playerPosition, league,
+                stats[16], stats[17], stats[18], stats[19], stats[20], stats[21], stats[22], stats[23], stats[24], stats[25],
+                stats[26], stats[27], stats[28], stats[29], stats[30], stats[31], stats[32], stats[33], stats[34], stats[35], stats[36], stats[37], stats[38], stats[39], stats[40], stats[41], stats[42], stats[43],
+                stats[44], stats[45], stats[46], stats[47], stats[48], stats[49], stats[50], stats[51], stats[52], stats[53], stats[54], stats[55], stats[56], stats[57],
+                stats[58], stats[59], stats[60], stats[61], stats[62],
+                stats[63], stats[64], stats[65], stats[66], stats[67], stats[68], stats[69], stats[70], stats[71],
+                stats[72], stats[73], stats[74], stats[75], stats[76], stats[77],
+                stats[78], stats[79], stats[80], stats[81], stats[82], stats[83], stats[84], stats[85], stats[86], stats[87],
+                stats[88], stats[89], stats[90], stats[91], stats[92], stats[93],
+                stats[94], stats[95], stats[96], stats[97], stats[98], stats[99], stats[100], stats[101], stats[102], stats[103], stats[104],
+                stats[105], stats[106], stats[107], stats[108], stats[109], stats[110], stats[111], stats[112], stats[113],
+                stats[114], stats[115], stats[116], stats[117], stats[118], stats[119])
+
+              console.log(playerNew.nonPenXGPerShot90)
+              console.log(stats[24])
+              // if(name === "Mason Holgate"){
+              //   break
+              // }
 
               var playerSeason = new SeasonPerformance(name, clubName, season, playerPosition, standard_stats, shooting_stats, passing_stats, pass_types,
-                shot_goalCreation, defensive_stats, possession_stats, other_stats, league, stats[119], holder)
+                shot_goalCreation, defensive_stats, possession_stats, other_stats, league, stats[119])
 
               var player = new Player(name, playerPosition)
               player.addSeason(playerSeason)
@@ -344,6 +509,7 @@ files.forEach(file => {
               if(isPlayerInArray(players, player) != true){
                 players.push(player);
                 seasons.push(playerSeason);
+                seasonRemoved.push(playerNew)
               }
                 
             }
@@ -369,11 +535,11 @@ files.forEach(file => {
 
 
 console.log(players.length)
-console.log(seasons.length)
+console.log(seasonRemoved.length)
 
-module.exports = seasons;
+module.exports = seasonRemoved;
 
-let jsonString = JSON.stringify(seasons);
+let jsonString = JSON.stringify(seasonRemoved);
 
 // Write the JSON string to a file
 
diff --git a/server/players_2022-23.json b/server/players_2022-23.json
index ed5b207..8712129 100644
--- a/server/players_2022-23.json
+++ b/server/players_2022-23.json
@@ -1 +1 @@
-[{"name":"Gabriel Dos Santos","club":"Arsenal","season":"2022-23","position":"CB","league":"Premier League","standard_stats":{"name":"Gabriel Dos Santos","club":"Arsenal","season":"2022-23","position":"CB","league":"Premier League","goals90":[0.08,80],"assists90":[0,32],"goalsAndAssits90":[0.08,59],"nonPenGoals90":[0.08,80],"penScored":[0,50],"pensTaken":[0,50],"yellow90":[0.13,62],"red90":[0,52],"xG90":[0.13,97],"nonPenXG90":[0.13,97],"xAG":[0.01,22],"nonPenXGAG90":[0.14,88],"progCarries90":[0.48,44],"progressivePass90":[4.04,77],"progPassRec90":[0.42,76]},"shooting_stats":{"name":"Gabriel Dos Santos","club":"Arsenal","season":"2022-23","position":"CB","league":"Premier League","shots90":[0.84,88],"shotOnTarget90":[0.24,86],"shotOnTargetPercent90":["28.1%","56"],"goalPerShot90":[0.09,65],"goalPerShotOnTarget90":[0.33,57],"avgShotDistance":[11.9,48],"shotsFreeKicks":[0,46],"nonPenXGPerShot90":[0.16,80],"goalsMinusXG":[-0.06,19],"nonPenGoalsMinusXG":[-0.06,19]},"passing_stats":{"name":"Gabriel Dos Santos","club":"Arsenal","season":"2022-23","position":"CB","league":"Premier League","passesCompleted90":[56.89,71],"passesAttempted90":[63.65,67],"passCompletionPercent":["89.4%","85"],"totalPassingDistance90":[1012.6,66],"progressivePassingDistance90":[356.99,66],"shortPassesCompleted90":[22.97,77],"shortPassesAttempted90":[24.34,76],"shortPassesCompletionPercent":["94.4%","88"],"mediumPassesCompleted90":[29.33,67],"mediumPassesAttempted90":[31.15,64],"mediumPassesCompletionPercent":["94.2%","90"],"longPassesCompleted90":[3.96,44],"longPassesAttempted90":[6.49,30],"longPassesCompletionPercent":["61.0%","64"],"xA90":[0.02,24],"keyPasses90":[0.13,22],"passesFinalThird90":[4.51,81],"passesPenaltyArea90":[0.08,19],"crossesPenaltyArea90":[0,30]},"pass_types":{"name":"Gabriel Dos Santos","club":"Arsenal","season":"2022-23","position":"CB","league":"Premier League","liveBallPasses90":[61.2,70],"deadBallPasses90":[2.35,61],"freeKickPasses":[1.58,67],"throughBalls90":[0.03,49],"switches90":[0.29,43],"crosses90":[0.13,56],"throwIns90":[0.16,27],"cornerKicks90":[0,48],"inswingingCorners90":[0,49],"outswingingCorners90":[0,49],"straightCorners90":[0,50],"passesOffside90":[0.11,60],"passesBlockedByOpp90":[0.5,30]},"shot_goalCreation":{"name":"Gabriel Dos Santos","club":"Arsenal","season":"2022-23","position":"CB","league":"Premier League","shotCreateAct90":[0.63,28],"liveBallShotCreateAct90":[0.55,35],"deadBallShotCreateAct90":[0,30],"takeOnShotCreateAct90":[0,41],"shotsLeadingToNewShot90":[0.05,49],"foulsLeadingToShot90":[0,36],"defendingActionsLeadingToShot90":[0.03,73],"goalCreateAct90":[0.05,41],"liveBallGoalCreateAct90":[0.05,51],"deadBallGoalCreateAct90":[0,47],"takeOnGoalCreateAct90":[0,49],"shotsLeadingToGoal90":[0,41],"foulsLeadingToGoal90":[0,46],"defendingActionsLeadingToGoal90":[0,49]},"defensive_stats":{"name":"Gabriel Dos Santos","club":"Arsenal","season":"2022-23","position":"CB","league":"Premier League","tacklesAttempted90":[1.27,40],"tacklesWon90":[0.79,49],"tacklesInDef3rd90":[0.77,38],"tacklesInMiddle3rd90":[0.4,45],"tacklesInAttack3rd90":[0.11,73],"dribblersTackled90":[0.48,22],"dribblersChallenged90":[0.71,18],"percentDribblersTackled90":["66.7%","70"],"challengesLost90":[0.24,83],"blocks90":[1.29,52],"shotsBlocked90":[0.69,50],"passesBlocke90":[0.61,73],"interceptions90":[0.84,23],"tacklesAndInterceptions90":[2.11,33],"clearances90":[3.3,27],"errors90":[0.05,49]},"possession_stats":{"name":"Gabriel Dos Santos","club":"Arsenal","season":"2022-23","position":"CB","league":"Premier League","touches90":[73.29,67],"touchesInDefPenArea90":[8.11,35],"touchesInDef3rd90":[30.44,33],"touchesInMiddle3rd90":[37.46,76],"touchesInAttack3rd90":[5.68,82],"touchesInAttackPenArea90":[1.4,86],"liveBallTouches90":[73.29,67],"takeOnsAttempted90":[0.08,8],"successfulTakeOns90":[0.05,14],"successfulTakeOnPercent":["66.7%,58"],"timesTackledInTakeOn90":[0,88],"tackledInTakeOnPercent":["0.0%","88"],"totalCarryingDistance90":[231.8,73],"progressiveCarryingDistance90":[144.44,77],"carriesIntoFinal3rd90":[1.14,88],"carriesIntoPenArea90":[0.08,78],"carries90":[46.1,75],"miscontrols90":[0.5,28],"dispossessed90":[0.11,67],"passesReceived90":[51.06,70]},"other_stats":{"name":"Gabriel Dos Santos","club":"Arsenal","season":"2022-23","position":"CB","league":"Premier League","secondYellow90":[0,52],"foulsCommitted90":[0.69,56],"foulsDrawn90":[1.06,92],"offsides90":[0.03,48],"penaltiesWon90":[0,48],"penaltiesGivenAway90":[0.05,23],"ownGoals90":[0,63],"ballRecoveries90":[5.04,36],"aerialsWon90":[2.64,71],"aerialsLost90":[2.01,12],"percentAerialsWon":["56.8%","31"]},"image":"https://fbref.com/req/202302030/images/headshots/67ac5bb8_2022.jpg","image1":""},{"name":"Bukayo Saka","club":"Arsenal","season":"2022-23","position":"AM","league":"Premier League","standard_stats":{"name":"Bukayo Saka","club":"Arsenal","season":"2022-23","position":"AM","league":"Premier League","goals90":[0.4,85],"assists90":[0.31,88],"goalsAndAssits90":[0.71,93],"nonPenGoals90":[0.34,80],"penScored":[0.06,94],"pensTaken":[0.08,94],"yellow90":[0.17,38],"red90":[0,53],"xG90":[0.32,86],"nonPenXG90":[0.26,71],"xAG":[0.24,85],"nonPenXGAG90":[0.5,75],"progCarries90":[5.06,93],"progressivePass90":[3.08,45],"progPassRec90":[14.71,99]},"shooting_stats":{"name":"Bukayo Saka","club":"Arsenal","season":"2022-23","position":"AM","league":"Premier League","shots90":[2.43,76],"shotOnTarget90":[0.82,63],"shotOnTargetPercent90":["33.7%","43"],"goalPerShot90":[0.14,74],"goalPerShotOnTarget90":[0.41,78],"avgShotDistance":[16.3,57],"shotsFreeKicks":[0.03,60],"nonPenXGPerShot90":[0.11,57],"goalsMinusXG":[0.08,82],"nonPenGoalsMinusXG":[0.08,81]},"passing_stats":{"name":"Bukayo Saka","club":"Arsenal","season":"2022-23","position":"AM","league":"Premier League","passesCompleted90":[29.82,68],"passesAttempted90":[40.46,74],"passCompletionPercent":["73.7%","40"],"totalPassingDistance90":[435.85,69],"progressivePassingDistance90":[104.51,60],"shortPassesCompleted90":[18.48,76],"shortPassesAttempted90":[21.3,77],"shortPassesCompletionPercent":["86.7%","67"],"mediumPassesCompleted90":[8.26,59],"mediumPassesAttempted90":[10.69,63],"mediumPassesCompletionPercent":["77.2%","54"],"longPassesCompleted90":[1.98,60],"longPassesAttempted90":[4.64,72],"longPassesCompletionPercent":["42.7%","23"],"xA90":[0.16,72],"keyPasses90":[2.12,89],"passesFinalThird90":[1.41,37],"passesPenaltyArea90":[1.87,88],"crossesPenaltyArea90":[0.34,74]},"pass_types":{"name":"Bukayo Saka","club":"Arsenal","season":"2022-23","position":"AM","league":"Premier League","liveBallPasses90":[36.7,72],"deadBallPasses90":[3.71,78],"freeKickPasses":[0.31,58],"throughBalls90":[0.06,13],"switches90":[0.08,26],"crosses90":[4.87,89],"throwIns90":[0.59,73],"cornerKicks90":[2.8,96],"inswingingCorners90":[2.15,98],"outswingingCorners90":[0,28],"straightCorners90":[0.06,89],"passesOffside90":[0.06,80],"passesBlockedByOpp90":[1.75,9]},"shot_goalCreation":{"name":"Bukayo Saka","club":"Arsenal","season":"2022-23","position":"AM","league":"Premier League","shotCreateAct90":[4.56,89],"liveBallShotCreateAct90":[3,84],"deadBallShotCreateAct90":[0.76,88],"takeOnShotCreateAct90":[0.23,52],"shotsLeadingToNewShot90":[0.31,72],"foulsLeadingToShot90":[0.2,63],"defendingActionsLeadingToShot90":[0.06,66],"goalCreateAct90":[0.79,94],"liveBallGoalCreateAct90":[0.57,95],"deadBallGoalCreateAct90":[0.11,95],"takeOnGoalCreateAct90":[0.06,73],"shotsLeadingToGoal90":[0.03,56],"foulsLeadingToGoal90":[0,32],"defendingActionsLeadingToGoal90":[0.03,88]},"defensive_stats":{"name":"Bukayo Saka","club":"Arsenal","season":"2022-23","position":"AM","league":"Premier League","tacklesAttempted90":[1.78,64],"tacklesWon90":[0.96,57],"tacklesInDef3rd90":[0.62,60],"tacklesInMiddle3rd90":[0.42,30],"tacklesInAttack3rd90":[0.74,98],"dribblersTackled90":[0.57,43],"dribblersChallenged90":[1.24,35],"percentDribblersTackled90":["45.5%","72"],"challengesLost90":[0.68,74],"blocks90":[1.08,56],"shotsBlocked90":[0,15],"passesBlocke90":[1.08,64],"interceptions90":[0.4,38],"tacklesAndInterceptions90":[2.18,60],"clearances90":[0.54,48],"errors90":[0,59]},"possession_stats":{"name":"Bukayo Saka","club":"Arsenal","season":"2022-23","position":"AM","league":"Premier League","touches90":[53.25,78],"touchesInDefPenArea90":[0.59,22],"touchesInDef3rd90":[4.53,27],"touchesInMiddle3rd90":[13.41,16],"touchesInAttack3rd90":[35.93,96],"touchesInAttackPenArea90":[6.71,92],"liveBallTouches90":[53.16,77],"takeOnsAttempted90":[4.56,76],"successfulTakeOns90":[1.73,65],"successfulTakeOnPercent":["37.9%,28"],"timesTackledInTakeOn90":[1.95,31],"tackledInTakeOnPercent":["42.9%","53"],"totalCarryingDistance90":[237.75,86],"progressiveCarryingDistance90":[128.93,92],"carriesIntoFinal3rd90":[2.6,81],"carriesIntoPenArea90":[2.38,92],"carries90":[33.7,76],"miscontrols90":[2.21,49],"dispossessed90":[1.67,37],"passesReceived90":[38.51,80]},"other_stats":{"name":"Bukayo Saka","club":"Arsenal","season":"2022-23","position":"AM","league":"Premier League","secondYellow90":[0,51],"foulsCommitted90":[1.22,43],"foulsDrawn90":[1.84,73],"offsides90":[0.25,43],"penaltiesWon90":[0,35],"penaltiesGivenAway90":[0,56],"ownGoals90":[0,52],"ballRecoveries90":[3.59,18],"aerialsWon90":[0.45,39],"aerialsLost90":[1.08,60],"percentAerialsWon":["29.6%","40"]},"image":"https://fbref.com/req/202302030/images/headshots/bc7dc64d_2022.jpg","image1":""},{"name":"Martin Ødegaard","club":"Arsenal","season":"2022-23","position":"MF","league":"Premier League","standard_stats":{"name":"Martin Ødegaard","club":"Arsenal","season":"2022-23","position":"MF","league":"Premier League","goals90":[0.43,99],"assists90":[0.2,87],"goalsAndAssits90":[0.63,98],"nonPenGoals90":[0.43,99],"penScored":[0,46],"pensTaken":[0,45],"yellow90":[0.12,77],"red90":[0,55],"xG90":[0.29,97],"nonPenXG90":[0.29,99],"xAG":[0.23,94],"nonPenXGAG90":[0.52,96],"progCarries90":[2.39,80],"progressivePass90":[7.66,91],"progPassRec90":[5.55,85]},"shooting_stats":{"name":"Martin Ødegaard","club":"Arsenal","season":"2022-23","position":"MF","league":"Premier League","shots90":[2.68,99],"shotOnTarget90":[0.89,97],"shotOnTargetPercent90":["33.3%","62"],"goalPerShot90":[0.16,81],"goalPerShotOnTarget90":[0.48,79],"avgShotDistance":[19.2,59],"shotsFreeKicks":[0.26,95],"nonPenXGPerShot90":[0.11,79],"goalsMinusXG":[0.14,96],"nonPenGoalsMinusXG":[0.14,96]},"passing_stats":{"name":"Martin Ødegaard","club":"Arsenal","season":"2022-23","position":"MF","league":"Premier League","passesCompleted90":[41.7,65],"passesAttempted90":[51.92,67],"passCompletionPercent":["80.3%","51"],"totalPassingDistance90":[648.74,60],"progressivePassingDistance90":[173.09,59],"shortPassesCompleted90":[21.85,70],"shortPassesAttempted90":[25.13,73],"shortPassesCompletionPercent":["86.9%","40"],"mediumPassesCompleted90":[14.91,58],"mediumPassesAttempted90":[17.76,61],"mediumPassesCompletionPercent":["84.0%","41"],"longPassesCompleted90":[3.17,59],"longPassesAttempted90":[5.04,61],"longPassesCompletionPercent":["62.9%","59"],"xA90":[0.23,95],"keyPasses90":[2.19,95],"passesFinalThird90":[3.89,60],"passesPenaltyArea90":[2.62,99],"crossesPenaltyArea90":[0.12,50]},"pass_types":{"name":"Martin Ødegaard","club":"Arsenal","season":"2022-23","position":"MF","league":"Premier League","liveBallPasses90":[48.44,67],"deadBallPasses90":[3.17,78],"freeKickPasses":[2.27,90],"throughBalls90":[0.66,96],"switches90":[0.26,47],"crosses90":[2.62,78],"throwIns90":[0.37,67],"cornerKicks90":[0.52,73],"inswingingCorners90":[0.26,70],"outswingingCorners90":[0.17,78],"straightCorners90":[0.03,85],"passesOffside90":[0.32,10],"passesBlockedByOpp90":[1.3,20]},"shot_goalCreation":{"name":"Martin Ødegaard","club":"Arsenal","season":"2022-23","position":"MF","league":"Premier League","shotCreateAct90":[4.69,97],"liveBallShotCreateAct90":[3.54,98],"deadBallShotCreateAct90":[0.43,86],"takeOnShotCreateAct90":[0.12,62],"shotsLeadingToNewShot90":[0.35,97],"foulsLeadingToShot90":[0.17,76],"defendingActionsLeadingToShot90":[0.09,76],"goalCreateAct90":[0.49,89],"liveBallGoalCreateAct90":[0.43,90],"deadBallGoalCreateAct90":[0,40],"takeOnGoalCreateAct90":[0,39],"shotsLeadingToGoal90":[0.06,88],"foulsLeadingToGoal90":[0,36],"defendingActionsLeadingToGoal90":[0,44]},"defensive_stats":{"name":"Martin Ødegaard","club":"Arsenal","season":"2022-23","position":"MF","league":"Premier League","tacklesAttempted90":[1.04,5],"tacklesWon90":[0.66,7],"tacklesInDef3rd90":[0.35,8],"tacklesInMiddle3rd90":[0.4,5],"tacklesInAttack3rd90":[0.29,54],"dribblersTackled90":[0.4,6],"dribblersChallenged90":[1.35,12],"percentDribblersTackled90":["29.8%","10"],"challengesLost90":[0.95,67],"blocks90":[0.58,2],"shotsBlocked90":[0.14,22],"passesBlocke90":[0.43,1],"interceptions90":[0.17,1],"tacklesAndInterceptions90":[1.21,1],"clearances90":[0.35,6],"errors90":[0.03,32]},"possession_stats":{"name":"Martin Ødegaard","club":"Arsenal","season":"2022-23","position":"MF","league":"Premier League","touches90":[60.44,61],"touchesInDefPenArea90":[0.78,4],"touchesInDef3rd90":[5.73,3],"touchesInMiddle3rd90":[24.87,30],"touchesInAttack3rd90":[30.51,99],"touchesInAttackPenArea90":[3.51,92],"liveBallTouches90":[60.44,61],"takeOnsAttempted90":[2.39,74],"successfulTakeOns90":[1.38,83],"successfulTakeOnPercent":["57.8%,77"],"timesTackledInTakeOn90":[0.83,28],"tackledInTakeOnPercent":["34.9%","54"],"totalCarryingDistance90":[199.46,76],"progressiveCarryingDistance90":[86.98,67],"carriesIntoFinal3rd90":[1.73,77],"carriesIntoPenArea90":[0.75,90],"carries90":[36.96,71],"miscontrols90":[1.21,54],"dispossessed90":[1.3,25],"passesReceived90":[44.61,71]},"other_stats":{"name":"Martin Ødegaard","club":"Arsenal","season":"2022-23","position":"MF","league":"Premier League","secondYellow90":[0,53],"foulsCommitted90":[0.86,82],"foulsDrawn90":[0.75,25],"offsides90":[0.03,59],"penaltiesWon90":[0,43],"penaltiesGivenAway90":[0,57],"ownGoals90":[0,54],"ballRecoveries90":[5.12,20],"aerialsWon90":[0.37,12],"aerialsLost90":[0.58,76],"percentAerialsWon":["39.4%","29"]},"image":"https://fbref.com/req/202302030/images/headshots/79300479_2022.jpg","image1":""},{"name":"Ben White","club":"Arsenal","season":"2022-23","position":"FB","league":"Premier League","standard_stats":{"name":"Ben White","club":"Arsenal","season":"2022-23","position":"FB","league":"Premier League","goals90":[0.06,72],"assists90":[0.15,86],"goalsAndAssits90":[0.21,85],"nonPenGoals90":[0.06,72],"penScored":[0,50],"pensTaken":[0,50],"yellow90":[0.15,61],"red90":[0,54],"xG90":[0.04,51],"nonPenXG90":[0.04,51],"xAG":[0.09,72],"nonPenXGAG90":[0.13,63],"progCarries90":[1.89,58],"progressivePass90":[7.34,96],"progPassRec90":[3.65,57]},"shooting_stats":{"name":"Ben 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Guedes","club":"Wolverhampton Wanderers","season":"2022-23","position":"AM","league":"Premier League","goals90":[0.13,23],"assists90":[0.13,49],"goalsAndAssits90":[0.25,28],"nonPenGoals90":[0.13,30],"penScored":[0,40],"pensTaken":[0,40],"yellow90":[0.13,51],"red90":[0,53],"xG90":[0.15,31],"nonPenXG90":[0.15,33],"xAG":[0.06,9],"nonPenXGAG90":[0.22,10],"progCarries90":[2.55,35],"progressivePass90":[2.04,14],"progPassRec90":[6.87,48],"shots90":[2.42,74],"shotOnTarget90":[0.76,59],"shotOnTargetPercent90":["31.6%","31"],"goalPerShot90":[0.05,23],"goalPerShotOnTarget90":[0.17,26],"avgShotDistance":[18.4,31],"shotsFreeKicks":[0.13,82],"nonPenXGPerShot90":[0.06,6],"goalsMinusXG":[-0.03,41],"nonPenGoalsMinusXG":[-0.03,44],"passesCompleted90":[17.57,13],"passesAttempted90":[25.59,18],"passCompletionPercent":["68.7%","19"],"totalPassingDistance90":[292.4,31],"progressivePassingDistance90":[66.96,24],"shortPassesCompleted90":[10.44,15],"shortPassesAttempted90":[12.35,13],"shortPassesCompletionPercent":["84.5%","40"],"mediumPassesCompleted90":[5.09,20],"mediumPassesAttempted90":[7.13,19],"mediumPassesCompletionPercent":["71.4%","23"],"longPassesCompleted90":[1.65,53],"longPassesAttempted90":[3.31,56],"longPassesCompletionPercent":["50.0%","44"],"xA90":[0.06,12],"keyPasses90":[1.15,34],"passesFinalThird90":[1.4,36],"passesPenaltyArea90":[1.02,44],"crossesPenaltyArea90":[0.25,61],"liveBallPasses90":[23.17,10],"deadBallPasses90":[2.42,57],"freeKickPasses":[0.25,53],"throughBalls90":[0,5],"switches90":[0.51,90],"crosses90":[3.44,70],"throwIns90":[0.25,36],"cornerKicks90":[1.78,78],"inswingingCorners90":[0.38,64],"outswingingCorners90":[1.02,94],"straightCorners90":[0.25,99],"passesOffside90":[0,92],"passesBlockedByOpp90":[1.02,65],"shotCreateAct90":[3.44,64],"liveBallShotCreateAct90":[1.91,41],"deadBallShotCreateAct90":[0.38,73],"takeOnShotCreateAct90":[0.13,23],"shotsLeadingToNewShot90":[0.25,60],"foulsLeadingToShot90":[0.64,97],"defendingActionsLeadingToShot90":[0.13,98],"goalCreateAct90":[0.13,5],"liveBallGoalCreateAct90":[0.13,24],"deadBallGoalCreateAct90":[0,36],"takeOnGoalCreateAct90":[0,25],"shotsLeadingToGoal90":[0,27],"foulsLeadingToGoal90":[0,32],"defendingActionsLeadingToGoal90":[0,43],"tacklesAttempted90":[1.02,23],"tacklesWon90":[0.76,46],"tacklesInDef3rd90":[0.51,50],"tacklesInMiddle3rd90":[0.38,26],"tacklesInAttack3rd90":[0.13,12],"dribblersTackled90":[0.64,54],"dribblersChallenged90":[1.02,23],"percentDribblersTackled90":["62.5%","99"],"challengesLost90":[0.38,96],"blocks90":[0.51,5],"shotsBlocked90":[0,15],"passesBlocke90":[0.51,5],"interceptions90":[0.13,5],"tacklesAndInterceptions90":[1.15,13],"clearances90":[0.25,18],"errors90":[0,59],"touches90":[35.64,7],"touchesInDefPenArea90":[0.38,9],"touchesInDef3rd90":[3.56,10],"touchesInMiddle3rd90":[13.37,15],"touchesInAttack3rd90":[19.48,28],"touchesInAttackPenArea90":[3.82,53],"liveBallTouches90":[35.64,7],"takeOnsAttempted90":[1.91,10],"successfulTakeOns90":[0.64,7],"successfulTakeOnPercent":["33.3%,13"],"timesTackledInTakeOn90":[0.89,82],"tackledInTakeOnPercent":["46.7%","39"],"totalCarryingDistance90":[165.87,39],"progressiveCarryingDistance90":[81.98,45],"carriesIntoFinal3rd90":[1.53,28],"carriesIntoPenArea90":[0.89,40],"carries90":[22.15,15],"miscontrols90":[2.16,53],"dispossessed90":[0.89,96],"passesReceived90":[25.33,10],"secondYellow90":[0,51],"foulsCommitted90":[1.4,23],"foulsDrawn90":[3.06,99],"offsides90":[0.64,7],"penaltiesWon90":[0,35],"penaltiesGivenAway90":[0,56],"ownGoals90":[0,52],"ballRecoveries90":[4.33,35],"aerialsWon90":[0.89,72],"aerialsLost90":[1.4,41],"percentAerialsWon":["38.9%","64"],"image":"https://fbref.com/req/202302030/images/headshots/e6bc67d7_2022.jpg"},{"name":"João Gomes","club":"Wolverhampton Wanderers","season":"2022-23","position":"MF","league":"Premier League","goals90":[0.14,66],"assists90":[0,13],"goalsAndAssits90":[0.14,44],"nonPenGoals90":[0.14,69],"penScored":[0,46],"pensTaken":[0,45],"yellow90":[0.69,1],"red90":[0,55],"xG90":[0.04,22],"nonPenXG90":[0.04,24],"xAG":[0.03,10],"nonPenXGAG90":[0.06,12],"progCarries90":[0.96,38],"progressivePass90":[2.62,11],"progPassRec90":[1.1,29],"shots90":[0.55,19],"shotOnTarget90":[0.28,45],"shotOnTargetPercent90":["50.0%","93"],"goalPerShot90":[0.25,97],"goalPerShotOnTarget90":[0.5,83],"avgShotDistance":[20.7,43],"shotsFreeKicks":[0,35],"nonPenXGPerShot90":[0.08,49],"goalsMinusXG":[0.1,88],"nonPenGoalsMinusXG":[0.1,87],"passesCompleted90":[34.46,47],"passesAttempted90":[44.38,50],"passCompletionPercent":["77.6%","32"],"totalPassingDistance90":[528.15,40],"progressivePassingDistance90":[121.01,25],"shortPassesCompleted90":[19.02,54],"shortPassesAttempted90":[21.91,54],"shortPassesCompletionPercent":["86.8%","38"],"mediumPassesCompleted90":[12.54,42],"mediumPassesAttempted90":[16.68,52],"mediumPassesCompletionPercent":["75.2%","10"],"longPassesCompleted90":[1.93,25],"longPassesAttempted90":[3.31,26],"longPassesCompletionPercent":["58.3%","47"],"xA90":[0.01,5],"keyPasses90":[0.69,30],"passesFinalThird90":[2.48,23],"passesPenaltyArea90":[0,1],"crossesPenaltyArea90":[0,12],"liveBallPasses90":[42.31,50],"deadBallPasses90":[1.93,60],"freeKickPasses":[1.52,77],"throughBalls90":[0,7],"switches90":[0.41,73],"crosses90":[1.1,54],"throwIns90":[0.14,36],"cornerKicks90":[0.14,58],"inswingingCorners90":[0,29],"outswingingCorners90":[0,32],"straightCorners90":[0,42],"passesOffside90":[0.14,57],"passesBlockedByOpp90":[1.24,23],"shotCreateAct90":[1.93,30],"liveBallShotCreateAct90":[1.24,19],"deadBallShotCreateAct90":[0,20],"takeOnShotCreateAct90":[0.14,68],"shotsLeadingToNewShot90":[0.28,90],"foulsLeadingToShot90":[0.28,90],"defendingActionsLeadingToShot90":[0,21],"goalCreateAct90":[0.28,58],"liveBallGoalCreateAct90":[0.14,43],"deadBallGoalCreateAct90":[0,40],"takeOnGoalCreateAct90":[0,39],"shotsLeadingToGoal90":[0.14,99],"foulsLeadingToGoal90":[0,36],"defendingActionsLeadingToGoal90":[0,44],"tacklesAttempted90":[4,99],"tacklesWon90":[1.79,89],"tacklesInDef3rd90":[1.93,99],"tacklesInMiddle3rd90":[1.93,99],"tacklesInAttack3rd90":[0.14,15],"dribblersTackled90":[1.79,97],"dribblersChallenged90":[3.17,93],"percentDribblersTackled90":["56.5%","83"],"challengesLost90":[1.38,23],"blocks90":[1.65,71],"shotsBlocked90":[0.41,78],"passesBlocke90":[1.24,68],"interceptions90":[0.55,14],"tacklesAndInterceptions90":[4.55,91],"clearances90":[1.52,75],"errors90":[0,68],"touches90":[56.37,51],"touchesInDefPenArea90":[2.62,67],"touchesInDef3rd90":[16.26,79],"touchesInMiddle3rd90":[29.22,51],"touchesInAttack3rd90":[11.03,33],"touchesInAttackPenArea90":[0.69,27],"liveBallTouches90":[56.37,51],"takeOnsAttempted90":[2.62,77],"successfulTakeOns90":[1.1,70],"successfulTakeOnPercent":["42.1%,25"],"timesTackledInTakeOn90":[0.96,23],"tackledInTakeOnPercent":["36.8%","46"],"totalCarryingDistance90":[127.08,29],"progressiveCarryingDistance90":[57.34,30],"carriesIntoFinal3rd90":[0.83,25],"carriesIntoPenArea90":[0.14,47],"carries90":[25.5,27],"miscontrols90":[0.96,74],"dispossessed90":[0.69,72],"passesReceived90":[30.74,30],"secondYellow90":[0,53],"foulsCommitted90":[2.34,3],"foulsDrawn90":[2.21,92],"offsides90":[0,80],"penaltiesWon90":[0,43],"penaltiesGivenAway90":[0,57],"ownGoals90":[0,54],"ballRecoveries90":[8.13,91],"aerialsWon90":[0.96,60],"aerialsLost90":[0.55,80],"percentAerialsWon":["63.6%","90"],"image":"https://fbref.com/req/202302030/images/headshots/8b57ad2c_2022.jpg"}]
\ No newline at end of file
diff --git a/server/server.js b/server/server.js
index 7a43947..abbb42e 100644
--- a/server/server.js
+++ b/server/server.js
@@ -16,7 +16,7 @@ app.get('/searchSuggest', async (req, res) => {
     await client.connect();
 
     const db = client.db(dbName);
-    const collection = db.collection('PremierLeague2022-23');
+    const collection = db.collection('2023Tester');
 
     const data = await collection.find({}).toArray();
     res.json(data)
@@ -25,37 +25,52 @@ app.get('/searchSuggest', async (req, res) => {
     console.error('Error:', error);
     res.status(500).json({ error: 'Internal Server Error' });
   }
-  finally {
-    //client.close(); // Close the connection when done
-  }
 })
 
-app.get('/calculate-percentiles', async (req, res) => {
+app.get('/create/:statistic', async (req, res) => {
   try {
-
+    // Assuming you've already initialized your MongoDB client
+    
+    // Connect to the MongoDB client
     await client.connect();
+    const statistic = req.params.statistic;
+
+    // Access the database and collection
     const db = client.db(dbName);
-    // Your MongoDB aggregation pipeline code to calculate percentiles
-    console.log("here")
-    const result = await db.collection('PremierLeague2022-23').aggregate([
-      {
-        $sort: {"shooting_stats.shots90": 1}
-      },
+    const collection = db.collection('2023Tester');
+    const cursor = collection.aggregate([
+      // Match documents that have the "image" field
+      { $match: { image: { $exists: true } } },
+      
+      // Project a new field to extract the first element of "goals90" array
       {
-        $group: {
-          _id: null,
-          data: { $push: "$shooting_stats.shots90" },
-          count: { $sum: 1 }
+        $addFields: {
+          returnableValue: { $arrayElemAt: [`$${statistic}`, 0] }
         }
       },
       
-    ]).toArray();
+      // Sort documents based on the first element of "goals90" array
+      { $sort: { returnableValue: -1 } },
+      
+      // Limit the result to the top 100 documents
+      { $limit: 100 }
+    ])
+
+    // Convert the cursor to an array of documents
+    const data = await cursor.toArray();
 
-    // Return the calculated percentiles as a JSON response
-    res.json(result);
+    // Log the retrieved data
+    console.log(data);
+
+    // Respond with the data as JSON
+    res.json(data);
   } catch (error) {
-    console.error('Error calculating percentiles: ', error);
+    // Handle errors
+    console.error('Error:', error);
     res.status(500).json({ error: 'Internal Server Error' });
+  } finally {
+    // Close the connection when done
+    // client.close();
   }
 });
 
@@ -64,7 +79,7 @@ app.get('/explore-players', async(req,res) => {
     await client.connect()
 
     const db = client.db(dbName);
-    const collection = db.collection('PremierLeague2022-23');
+    const collection = db.collection('2023Tester');
 
     const data = await collection.aggregate([{$match: {"image":{$ne:null}}}, {$sample: {size: 3}}]).toArray();
     res.json(data)
@@ -120,7 +135,7 @@ app.get('/team/:name', async (req, res) => {
     const teamName = req.params.name;
 
     const db = client.db(dbName);
-    const collection = db.collection('PremierLeague2022-23');
+    const collection = db.collection('2023Tester');
 
     console.log(teamName)
 
@@ -133,7 +148,7 @@ app.get('/team/:name', async (req, res) => {
     res.status(500).json({ error: 'Internal Server Error' });
   }
   finally {
-    client.close(); // Close the connection when done
+    client.close(); 
   }
 })
 
@@ -157,7 +172,7 @@ app.get('/player/:name', async (req, res) => {
     res.status(500).json({ error: 'Internal Server Error' });
   }
   finally {
-    client.close(); // Close the connection when done
+    client.close(); 
   }
 })
 
@@ -168,7 +183,7 @@ app.get('/PremierLeague2022-23/:position', async (req, res) => {
     const position = req.params.position;
 
     const db = client.db(dbName);
-    const collection = db.collection('PremierLeague2022-23'); // Replace with your collection name
+    const collection = db.collection('2023Tester');
 
     if(position === "Attackers"){
       const data = await collection.find({ $or: [{position: "FW"}, {position: "AM"}] }).toArray();
@@ -191,7 +206,7 @@ app.get('/PremierLeague2022-23/:position', async (req, res) => {
     console.error('Error:', error);
     res.status(500).json({ error: 'Internal Server Error' });
   } finally {
-    client.close(); // Close the connection when done
+    client.close();
   }
 });