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Code updated for Serie A 2023/2024

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- Reorganization of data folders
- Code adapted for the new Serie A season, also considering only a small number of league games has been played
- Stats from other leagues are considered for players at their first Serie A season (rookies), for now without any adaptation based on league difficulty
- Minor fixes
This commit is contained in:
Giuseppe Musicco
2023-09-09 19:31:52 +02:00
parent 2ea1b65972
commit 1492328958
225 changed files with 63317 additions and 31860 deletions
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rookies_stats/fbref_data/Premier-League_2021-2022_teamvs.csv
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team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,carries,progressive_carries,carries_into_final_third,carries_into_penalty_area,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
vs Arsenal,27.0,46.8,38.0,418.0,3420.0,47.0,33.0,5.0,6.0,69.0,3.0,1.24,0.87,2.11,1.11,1.97,45.7,40.9,1.2,1.08,38.0,38.0,3420.0,61.0,1.61,194.0,131.0,71.1,13.0,3.0,22.0,11.0,28.9,8.0,5.0,3.0,0.0,38.0,1.0,13.0,1.0,52.4,0.24,-7.6,-0.2,214.0,563.0,38.0,1100.0,164.0,35.6,33.5,282.0,60.6,45.1,498.0,25.0,5.0,55.0,1.45,16.5,142.0,16.0,33.9,3.74,0.1,0.3,0.1,1.3,1.1,14226.0,18005.0,79.0,245457.0,86660.0,6562.0,7418.0,88.5,5816.0,6793.0,85.6,1365.0,2710.0,50.4,316.0,996.0,255.0,71.0,1191.0,16238.0,1703.0,401.0,49.0,102.0,606.0,175.0,90.0,50.0,3.0,744.0,64.0,295.0,762.0,20.05,577.0,59.0,38.0,39.0,78.0,2.05,57.0,3.0,5.0,7.0,1.0,608.0,339.0,314.0,212.0,82.0,427.0,164.0,263.0,364.0,737.0,18.0,21955.0,2653.0,7787.0,9302.0,5062.0,720.0,21949.0,12516.0,556.0,468.0,140.0,14105.0,550.0,296.0,2.0,375.0,346.0,64.0,5.0,8.0,1.0,1817.0,572.0,463.0,55.3
vs Aston Villa,31.0,53.5,38.0,418.0,3420.0,52.0,35.0,4.0,6.0,83.0,1.0,1.37,0.92,2.29,1.26,2.18,49.0,44.1,1.29,1.16,38.0,38.0,3420.0,52.0,1.37,162.0,112.0,69.8,19.0,6.0,13.0,8.0,21.1,3.0,3.0,0.0,0.0,38.0,0.0,7.0,2.0,45.0,0.27,-5.0,-0.13,157.0,412.0,38.1,888.0,182.0,31.8,32.6,261.0,49.8,40.8,530.0,21.0,4.0,41.0,1.08,14.4,144.0,22.0,30.6,3.79,0.1,0.33,0.1,3.0,3.9,15222.0,19079.0,79.8,275493.0,94504.0,6575.0,7465.0,88.1,6449.0,7500.0,86.0,1718.0,2960.0,58.0,348.0,1094.0,276.0,61.0,1514.0,17229.0,1811.0,424.0,48.0,233.0,685.0,220.0,118.0,64.0,3.0,815.0,39.0,372.0,827.0,21.76,576.0,75.0,47.0,51.0,91.0,2.39,63.0,3.0,10.0,8.0,1.0,598.0,343.0,278.0,246.0,74.0,356.0,127.0,229.0,339.0,743.0,6.0,23096.0,2362.0,7680.0,10237.0,5398.0,852.0,23090.0,12899.0,741.0,475.0,222.0,15104.0,542.0,334.0,0.0,512.0,392.0,39.0,5.0,3.0,2.0,1922.0,561.0,538.0,51.0
vs Brentford,29.0,55.5,38.0,418.0,3420.0,54.0,41.0,5.0,5.0,50.0,3.0,1.42,1.08,2.5,1.29,2.37,48.5,44.6,1.28,1.17,38.0,38.0,3420.0,48.0,1.26,147.0,101.0,71.4,18.0,7.0,13.0,12.0,31.6,6.0,6.0,0.0,0.0,38.0,0.0,6.0,2.0,43.8,0.26,-2.2,-0.06,182.0,547.0,33.3,892.0,147.0,45.2,38.2,236.0,61.0,46.2,509.0,34.0,6.7,56.0,1.47,15.7,174.0,22.0,34.9,4.58,0.1,0.28,0.09,5.5,4.4,15770.0,20238.0,77.9,263462.0,90458.0,7861.0,8970.0,87.6,5946.0,7075.0,84.0,1434.0,2945.0,48.7,359.0,1331.0,339.0,101.0,1523.0,18429.0,1738.0,405.0,73.0,104.0,812.0,229.0,128.0,69.0,2.0,774.0,71.0,329.0,876.0,23.05,659.0,65.0,57.0,49.0,97.0,2.55,73.0,6.0,8.0,7.0,1.0,505.0,285.0,216.0,225.0,64.0,423.0,132.0,291.0,381.0,830.0,12.0,24462.0,2251.0,6892.0,11000.0,6765.0,838.0,24457.0,13970.0,734.0,609.0,164.0,15638.0,618.0,316.0,0.0,377.0,357.0,71.0,5.0,6.0,2.0,2204.0,728.0,717.0,50.4
vs Brighton,26.0,45.3,38.0,418.0,3420.0,44.0,34.0,3.0,4.0,80.0,0.0,1.16,0.89,2.05,1.08,1.97,42.9,39.8,1.13,1.05,38.0,38.0,3420.0,42.0,1.11,146.0,105.0,74.0,11.0,15.0,12.0,13.0,34.2,7.0,4.0,1.0,2.0,38.0,0.0,6.0,2.0,39.5,0.24,-0.5,-0.01,153.0,483.0,31.7,892.0,202.0,37.2,34.2,281.0,53.7,41.6,564.0,21.0,3.7,43.0,1.13,15.4,143.0,21.0,30.3,3.76,0.09,0.29,0.09,1.1,1.2,13304.0,17380.0,76.5,231327.0,84959.0,6148.0,7119.0,86.4,5425.0,6514.0,83.3,1321.0,2648.0,49.9,342.0,996.0,255.0,58.0,1263.0,15605.0,1733.0,417.0,36.0,113.0,680.0,211.0,106.0,55.0,6.0,740.0,42.0,374.0,824.0,21.68,612.0,58.0,50.0,42.0,77.0,2.03,49.0,11.0,7.0,4.0,2.0,591.0,358.0,301.0,224.0,66.0,481.0,140.0,341.0,389.0,752.0,8.0,21578.0,2394.0,7672.0,8761.0,5358.0,830.0,21574.0,11610.0,642.0,446.0,197.0,13173.0,581.0,425.0,0.0,373.0,373.0,42.0,3.0,7.0,2.0,2094.0,498.0,569.0,46.7
vs Burnley,23.0,60.2,38.0,418.0,3420.0,51.0,36.0,5.0,5.0,44.0,0.0,1.34,0.95,2.29,1.21,2.16,57.1,53.2,1.5,1.4,38.0,38.0,3420.0,34.0,0.89,120.0,88.0,72.5,17.0,14.0,7.0,16.0,42.1,2.0,1.0,0.0,1.0,38.0,1.0,6.0,2.0,32.1,0.26,0.1,0.0,191.0,587.0,32.5,1108.0,196.0,38.9,34.8,255.0,61.2,45.3,590.0,47.0,8.0,51.0,1.34,13.8,173.0,16.0,28.9,4.55,0.08,0.27,0.09,-6.1,-7.2,16821.0,21508.0,78.2,288649.0,99233.0,8023.0,9188.0,87.3,6678.0,7936.0,84.1,1592.0,3140.0,50.7,459.0,1221.0,407.0,83.0,1711.0,19529.0,1925.0,473.0,44.0,168.0,861.0,265.0,95.0,79.0,5.0,846.0,54.0,364.0,1064.0,28.0,804.0,77.0,82.0,38.0,92.0,2.42,75.0,1.0,8.0,6.0,0.0,512.0,306.0,249.0,202.0,61.0,369.0,104.0,265.0,280.0,853.0,9.0,25638.0,2435.0,8341.0,10906.0,6613.0,1094.0,25633.0,14368.0,865.0,582.0,253.0,16680.0,571.0,340.0,0.0,339.0,381.0,54.0,3.0,2.0,2.0,2068.0,733.0,827.0,47.0
vs Chelsea,26.0,37.7,38.0,418.0,3420.0,32.0,20.0,6.0,6.0,69.0,4.0,0.84,0.53,1.37,0.68,1.21,33.2,28.9,0.87,0.76,38.0,38.0,3420.0,76.0,2.0,209.0,133.0,67.5,6.0,11.0,21.0,4.0,10.5,9.0,8.0,1.0,0.0,38.0,1.0,8.0,1.0,65.3,0.28,-9.7,-0.25,206.0,576.0,35.8,995.0,180.0,41.5,36.0,287.0,56.8,43.8,604.0,34.0,5.6,34.0,0.89,13.2,109.0,11.0,32.5,2.87,0.08,0.24,0.09,-1.2,-2.9,11678.0,15424.0,75.7,201519.0,77479.0,5484.0,6336.0,86.6,4597.0,5508.0,83.5,1187.0,2493.0,47.6,232.0,830.0,209.0,60.0,1004.0,13651.0,1706.0,451.0,63.0,90.0,533.0,151.0,66.0,52.0,4.0,697.0,67.0,346.0,587.0,15.45,407.0,52.0,36.0,37.0,53.0,1.39,34.0,4.0,3.0,5.0,3.0,643.0,356.0,337.0,237.0,69.0,487.0,169.0,318.0,376.0,793.0,12.0,19624.0,2723.0,7393.0,7923.0,4499.0,614.0,19618.0,10135.0,495.0,367.0,130.0,11579.0,592.0,364.0,1.0,406.0,389.0,67.0,4.0,9.0,1.0,1921.0,486.0,538.0,47.5
vs Crystal Palace,24.0,49.1,38.0,418.0,3420.0,44.0,30.0,3.0,4.0,74.0,3.0,1.16,0.79,1.95,1.08,1.87,40.7,37.6,1.07,0.99,38.0,38.0,3420.0,50.0,1.32,147.0,97.0,70.1,12.0,15.0,11.0,11.0,28.9,8.0,6.0,1.0,1.0,38.0,1.0,2.0,0.0,43.0,0.25,-7.0,-0.18,201.0,511.0,39.3,921.0,141.0,42.7,35.4,239.0,49.4,41.0,505.0,31.0,6.1,36.0,0.95,13.2,140.0,20.0,31.9,3.68,0.09,0.29,0.09,3.3,3.4,14264.0,18471.0,77.2,250760.0,90242.0,6523.0,7559.0,86.3,5776.0,6884.0,83.9,1503.0,2862.0,52.5,304.0,1193.0,287.0,74.0,1402.0,16628.0,1790.0,453.0,42.0,130.0,664.0,184.0,74.0,96.0,0.0,825.0,53.0,360.0,759.0,19.97,535.0,77.0,57.0,48.0,74.0,1.95,47.0,11.0,7.0,4.0,2.0,776.0,440.0,354.0,310.0,112.0,386.0,110.0,276.0,378.0,712.0,16.0,22794.0,2209.0,7021.0,10187.0,5794.0,794.0,22790.0,12186.0,563.0,428.0,135.0,14161.0,652.0,364.0,2.0,499.0,391.0,53.0,2.0,8.0,0.0,2109.0,618.0,610.0,50.3
vs Everton,33.0,60.3,38.0,418.0,3420.0,61.0,46.0,2.0,2.0,72.0,0.0,1.61,1.21,2.82,1.55,2.76,55.4,53.9,1.46,1.42,38.0,38.0,3420.0,43.0,1.13,135.0,94.0,72.6,21.0,6.0,11.0,12.0,31.6,7.0,6.0,0.0,1.0,38.0,0.0,6.0,1.0,39.4,0.25,-2.6,-0.07,141.0,399.0,35.3,940.0,206.0,29.3,31.5,280.0,44.3,40.1,486.0,34.0,7.0,37.0,0.97,14.9,186.0,19.0,35.8,4.89,0.11,0.32,0.11,5.6,5.1,18019.0,22270.0,80.9,314878.0,107051.0,8044.0,9158.0,87.8,7922.0,9036.0,87.7,1610.0,2872.0,56.1,372.0,1448.0,329.0,74.0,1799.0,20390.0,1837.0,397.0,44.0,129.0,719.0,219.0,114.0,62.0,8.0,859.0,43.0,415.0,922.0,24.26,650.0,84.0,65.0,50.0,104.0,2.74,65.0,14.0,11.0,6.0,2.0,620.0,336.0,298.0,240.0,82.0,443.0,146.0,297.0,333.0,653.0,6.0,26579.0,2286.0,7934.0,12214.0,6624.0,880.0,26577.0,14994.0,735.0,574.0,160.0,17894.0,664.0,369.0,0.0,400.0,345.0,43.0,1.0,7.0,1.0,2049.0,725.0,634.0,53.3
vs Leeds United,29.0,47.5,38.0,418.0,3420.0,78.0,59.0,5.0,5.0,74.0,3.0,2.05,1.55,3.61,1.92,3.47,67.8,64.0,1.79,1.68,38.0,38.0,3420.0,42.0,1.11,147.0,105.0,74.8,18.0,11.0,9.0,13.0,34.2,5.0,5.0,0.0,0.0,38.0,1.0,8.0,0.0,41.2,0.25,-0.8,-0.02,206.0,550.0,37.5,1030.0,196.0,34.4,33.1,308.0,63.6,46.4,481.0,26.0,5.4,51.0,1.34,15.4,219.0,23.0,38.0,5.76,0.13,0.33,0.11,10.2,9.0,13019.0,17052.0,76.3,231597.0,94507.0,5810.0,6807.0,85.4,5455.0,6544.0,83.4,1383.0,2657.0,52.1,436.0,1003.0,309.0,58.0,1359.0,15102.0,1897.0,498.0,100.0,92.0,568.0,181.0,86.0,79.0,3.0,829.0,53.0,366.0,1005.0,26.45,711.0,87.0,60.0,51.0,134.0,3.53,97.0,9.0,9.0,9.0,1.0,614.0,351.0,282.0,248.0,84.0,459.0,138.0,321.0,398.0,735.0,20.0,21610.0,2367.0,7145.0,9288.0,5440.0,949.0,21605.0,11522.0,700.0,480.0,208.0,12886.0,675.0,379.0,3.0,386.0,465.0,53.0,4.0,5.0,0.0,2228.0,626.0,470.0,57.1
vs Leicester City,28.0,47.9,38.0,418.0,3420.0,58.0,36.0,7.0,9.0,60.0,0.0,1.53,0.95,2.47,1.34,2.29,59.3,52.6,1.56,1.38,38.0,38.0,3420.0,62.0,1.63,166.0,104.0,63.9,14.0,10.0,14.0,6.0,15.8,2.0,2.0,0.0,0.0,38.0,1.0,4.0,0.0,54.0,0.33,-8.0,-0.21,174.0,490.0,35.5,965.0,169.0,37.7,34.4,232.0,54.3,42.1,433.0,28.0,6.5,37.0,0.97,15.4,183.0,15.0,32.9,4.82,0.09,0.28,0.1,-1.3,-1.6,14828.0,18823.0,78.8,262901.0,92485.0,6675.0,7635.0,87.4,6259.0,7300.0,85.7,1512.0,2798.0,54.0,415.0,1210.0,342.0,77.0,1496.0,17017.0,1733.0,391.0,63.0,150.0,738.0,218.0,129.0,63.0,2.0,788.0,73.0,382.0,970.0,25.53,669.0,98.0,75.0,49.0,97.0,2.55,55.0,9.0,16.0,9.0,2.0,618.0,370.0,262.0,264.0,92.0,455.0,117.0,338.0,400.0,630.0,13.0,23094.0,2218.0,7065.0,10268.0,6018.0,1025.0,23085.0,13115.0,732.0,510.0,208.0,14699.0,598.0,384.0,0.0,406.0,350.0,73.0,7.0,2.0,0.0,2104.0,553.0,530.0,51.1
vs Liverpool,27.0,36.7,38.0,418.0,3420.0,25.0,18.0,0.0,0.0,63.0,3.0,0.66,0.47,1.13,0.66,1.13,33.8,33.8,0.89,0.89,38.0,38.0,3420.0,94.0,2.47,244.0,150.0,64.3,2.0,8.0,28.0,1.0,2.6,8.0,7.0,1.0,0.0,38.0,1.0,15.0,0.0,79.3,0.3,-14.7,-0.39,230.0,747.0,30.8,1044.0,192.0,47.5,37.5,350.0,71.7,50.2,686.0,35.0,5.1,56.0,1.47,14.4,107.0,14.0,36.0,2.82,0.08,0.23,0.12,-8.8,-8.8,11072.0,15214.0,72.8,197409.0,78984.0,5182.0,6086.0,85.1,4238.0,5248.0,80.8,1287.0,2809.0,45.8,227.0,750.0,199.0,51.0,912.0,13387.0,1683.0,403.0,89.0,105.0,460.0,117.0,70.0,37.0,0.0,678.0,144.0,323.0,518.0,13.63,386.0,35.0,25.0,22.0,46.0,1.21,32.0,4.0,5.0,1.0,0.0,657.0,350.0,407.0,211.0,39.0,542.0,212.0,330.0,487.0,999.0,18.0,19789.0,3363.0,8838.0,7652.0,3510.0,540.0,19789.0,10261.0,469.0,309.0,139.0,10987.0,655.0,321.0,0.0,311.0,348.0,144.0,0.0,8.0,0.0,2137.0,467.0,571.0,45.0
vs Manchester City,26.0,31.5,38.0,418.0,3420.0,26.0,23.0,1.0,1.0,68.0,3.0,0.68,0.61,1.29,0.66,1.26,24.6,23.9,0.65,0.63,38.0,38.0,3420.0,99.0,2.61,246.0,148.0,62.6,3.0,6.0,29.0,4.0,10.5,9.0,7.0,2.0,0.0,38.0,0.0,15.0,3.0,81.2,0.3,-14.8,-0.39,261.0,725.0,36.0,1090.0,182.0,43.2,35.6,402.0,63.2,45.6,649.0,49.0,7.6,26.0,0.68,11.0,84.0,9.0,35.6,2.21,0.11,0.3,0.1,1.4,1.1,9984.0,13251.0,75.3,181301.0,71712.0,4365.0,5046.0,86.5,4222.0,4971.0,84.9,1104.0,2399.0,46.0,182.0,590.0,151.0,35.0,757.0,11640.0,1517.0,376.0,50.0,89.0,397.0,108.0,52.0,37.0,3.0,493.0,94.0,252.0,392.0,10.32,286.0,38.0,15.0,23.0,49.0,1.29,38.0,2.0,2.0,1.0,1.0,632.0,359.0,392.0,194.0,46.0,509.0,209.0,300.0,374.0,909.0,24.0,17313.0,3457.0,8404.0,6269.0,2844.0,464.0,17312.0,9091.0,392.0,286.0,119.0,9919.0,510.0,271.0,2.0,342.0,306.0,94.0,1.0,9.0,3.0,1665.0,397.0,482.0,45.2
vs Manchester Utd,29.0,47.1,38.0,418.0,3420.0,54.0,41.0,3.0,5.0,48.0,1.0,1.42,1.08,2.5,1.34,2.42,53.0,49.4,1.39,1.3,38.0,38.0,3420.0,57.0,1.5,182.0,126.0,70.3,12.0,10.0,16.0,9.0,23.7,5.0,3.0,0.0,2.0,38.0,1.0,4.0,1.0,48.2,0.25,-7.8,-0.2,191.0,586.0,32.6,1042.0,177.0,41.6,34.9,265.0,57.7,44.9,501.0,23.0,4.6,31.0,0.82,14.7,175.0,14.0,34.6,4.61,0.1,0.29,0.1,1.0,1.6,15051.0,18933.0,79.5,256170.0,90545.0,7180.0,8073.0,88.9,6013.0,7001.0,85.9,1373.0,2712.0,50.6,367.0,1088.0,303.0,61.0,1404.0,17152.0,1709.0,462.0,61.0,139.0,648.0,207.0,105.0,67.0,3.0,668.0,72.0,310.0,859.0,22.61,594.0,74.0,68.0,49.0,89.0,2.34,64.0,4.0,10.0,3.0,1.0,596.0,347.0,273.0,228.0,95.0,468.0,143.0,325.0,430.0,686.0,17.0,23079.0,2490.0,7246.0,10393.0,5671.0,814.0,23074.0,13079.0,672.0,482.0,173.0,14963.0,547.0,320.0,0.0,333.0,386.0,72.0,3.0,5.0,1.0,2039.0,443.0,555.0,44.4
vs Newcastle Utd,29.0,60.1,38.0,418.0,3420.0,60.0,43.0,5.0,6.0,75.0,3.0,1.58,1.13,2.71,1.45,2.58,57.1,52.6,1.5,1.39,38.0,38.0,3419.0,44.0,1.16,146.0,105.0,71.9,15.0,10.0,13.0,9.0,23.7,3.0,3.0,0.0,0.0,38.0,4.0,6.0,3.0,39.1,0.25,-1.9,-0.05,180.0,480.0,37.5,871.0,167.0,38.1,33.9,251.0,59.0,42.8,488.0,26.0,5.3,45.0,1.18,16.3,159.0,23.0,30.3,4.18,0.1,0.35,0.1,2.9,2.4,17236.0,21214.0,81.2,291031.0,95996.0,8392.0,9334.0,89.9,6907.0,8022.0,86.1,1472.0,2768.0,53.2,398.0,1419.0,330.0,60.0,1725.0,19431.0,1725.0,433.0,72.0,125.0,685.0,190.0,94.0,72.0,4.0,764.0,58.0,292.0,936.0,24.63,676.0,78.0,69.0,45.0,106.0,2.79,76.0,7.0,12.0,5.0,0.0,632.0,364.0,298.0,260.0,74.0,373.0,120.0,253.0,268.0,665.0,12.0,25217.0,2219.0,6731.0,12257.0,6462.0,909.0,25211.0,14551.0,774.0,592.0,193.0,17121.0,562.0,355.0,0.0,382.0,380.0,58.0,5.0,3.0,3.0,1967.0,619.0,677.0,47.8
vs Norwich City,28.0,57.5,38.0,418.0,3420.0,82.0,57.0,9.0,12.0,62.0,2.0,2.16,1.5,3.66,1.92,3.42,75.5,66.3,1.99,1.75,38.0,38.0,3420.0,23.0,0.61,107.0,86.0,81.3,26.0,7.0,5.0,22.0,57.9,3.0,3.0,0.0,0.0,38.0,0.0,3.0,2.0,25.8,0.22,4.8,0.13,144.0,375.0,38.4,864.0,184.0,30.3,31.1,232.0,48.7,39.6,459.0,29.0,6.3,53.0,1.39,16.8,212.0,16.0,34.2,5.58,0.12,0.34,0.11,6.5,6.7,17698.0,21657.0,81.7,302423.0,101969.0,8331.0,9312.0,89.5,7126.0,8252.0,86.4,1671.0,2885.0,57.9,468.0,1508.0,392.0,82.0,1773.0,19892.0,1709.0,380.0,77.0,162.0,793.0,251.0,131.0,78.0,1.0,784.0,56.0,326.0,1091.0,28.71,798.0,92.0,69.0,46.0,138.0,3.63,100.0,5.0,15.0,8.0,1.0,596.0,363.0,273.0,234.0,89.0,382.0,115.0,267.0,330.0,586.0,13.0,25642.0,1977.0,6870.0,11765.0,7247.0,1136.0,25630.0,14991.0,822.0,588.0,257.0,17581.0,560.0,317.0,1.0,445.0,342.0,56.0,8.0,3.0,2.0,2085.0,598.0,493.0,54.8
vs Southampton,25.0,52.1,38.0,418.0,3420.0,65.0,47.0,2.0,2.0,64.0,1.0,1.71,1.24,2.95,1.66,2.89,60.0,58.5,1.58,1.54,38.0,38.0,3420.0,43.0,1.13,165.0,124.0,76.4,16.0,13.0,9.0,9.0,23.7,4.0,4.0,0.0,0.0,38.0,4.0,7.0,2.0,43.5,0.24,2.5,0.07,213.0,534.0,39.9,1061.0,162.0,38.0,34.9,244.0,53.7,42.6,571.0,34.0,6.0,51.0,1.34,14.8,181.0,11.0,36.7,4.76,0.13,0.35,0.12,5.0,4.5,14361.0,18812.0,76.3,252156.0,96214.0,6549.0,7740.0,84.6,5804.0,7009.0,82.8,1499.0,2833.0,52.9,365.0,1185.0,338.0,82.0,1497.0,16984.0,1763.0,422.0,41.0,109.0,721.0,197.0,114.0,48.0,4.0,817.0,65.0,349.0,853.0,22.45,646.0,63.0,57.0,34.0,110.0,2.89,76.0,7.0,14.0,3.0,1.0,640.0,357.0,309.0,249.0,82.0,438.0,137.0,301.0,349.0,820.0,18.0,23224.0,2471.0,7680.0,9846.0,5890.0,898.0,23222.0,12115.0,647.0,461.0,187.0,14247.0,659.0,354.0,1.0,377.0,390.0,65.0,2.0,4.0,2.0,2198.0,726.0,672.0,51.9
vs Tottenham,25.0,48.0,38.0,418.0,3420.0,39.0,29.0,2.0,2.0,83.0,6.0,1.03,0.76,1.79,0.97,1.74,39.3,37.7,1.03,0.99,38.0,38.0,3420.0,69.0,1.82,190.0,127.0,66.3,11.0,5.0,22.0,10.0,26.3,5.0,5.0,0.0,0.0,38.0,1.0,4.0,6.0,65.5,0.32,2.5,0.06,159.0,495.0,32.1,948.0,184.0,38.8,35.1,236.0,53.8,41.9,486.0,23.0,4.7,45.0,1.18,15.5,135.0,11.0,27.6,3.55,0.08,0.27,0.08,-0.3,-0.7,15570.0,19252.0,80.9,276489.0,89355.0,6902.0,7766.0,88.9,6689.0,7670.0,87.2,1575.0,2812.0,56.0,359.0,1222.0,260.0,65.0,1443.0,17557.0,1652.0,434.0,39.0,130.0,740.0,192.0,84.0,71.0,10.0,680.0,43.0,348.0,867.0,22.82,612.0,85.0,61.0,39.0,72.0,1.89,54.0,5.0,4.0,3.0,2.0,632.0,369.0,278.0,267.0,87.0,419.0,135.0,284.0,368.0,676.0,10.0,23287.0,2341.0,6799.0,10610.0,6087.0,859.0,23285.0,13789.0,653.0,494.0,168.0,15465.0,558.0,336.0,4.0,411.0,369.0,43.0,0.0,5.0,6.0,1925.0,500.0,560.0,47.2
vs Watford,30.0,59.7,38.0,418.0,3420.0,74.0,56.0,6.0,7.0,64.0,1.0,1.95,1.47,3.42,1.79,3.26,64.5,59.0,1.7,1.55,38.0,38.0,3420.0,34.0,0.89,125.0,91.0,73.6,27.0,5.0,6.0,18.0,47.4,2.0,1.0,1.0,0.0,38.0,0.0,5.0,1.0,38.0,0.29,5.0,0.13,140.0,390.0,35.9,927.0,170.0,30.4,30.3,246.0,43.9,36.9,474.0,29.0,6.1,52.0,1.37,16.0,181.0,16.0,32.7,4.76,0.12,0.38,0.11,9.5,9.0,17339.0,21809.0,79.5,306184.0,104570.0,7667.0,8781.0,87.3,7477.0,8759.0,85.4,1713.0,3083.0,55.6,425.0,1434.0,381.0,102.0,1742.0,19879.0,1875.0,469.0,69.0,174.0,801.0,234.0,115.0,86.0,8.0,850.0,55.0,332.0,961.0,25.29,717.0,77.0,54.0,48.0,130.0,3.42,93.0,7.0,6.0,9.0,5.0,745.0,438.0,356.0,287.0,102.0,377.0,93.0,284.0,347.0,608.0,15.0,25989.0,2020.0,7589.0,12050.0,6577.0,1057.0,25982.0,14666.0,744.0,559.0,195.0,17236.0,631.0,336.0,1.0,364.0,428.0,55.0,6.0,2.0,1.0,2253.0,749.0,711.0,51.3
vs West Ham,25.0,52.2,38.0,418.0,3420.0,49.0,38.0,2.0,6.0,49.0,3.0,1.29,1.0,2.29,1.24,2.24,53.5,48.8,1.41,1.28,38.0,38.0,3420.0,60.0,1.58,148.0,88.0,62.2,14.0,8.0,16.0,8.0,21.1,6.0,4.0,2.0,0.0,38.0,1.0,9.0,2.0,48.7,0.3,-9.3,-0.24,151.0,414.0,36.5,978.0,173.0,27.7,30.3,299.0,47.8,39.2,622.0,38.0,6.1,25.0,0.66,11.6,160.0,15.0,29.5,4.21,0.09,0.29,0.09,-4.5,-1.8,16243.0,20172.0,80.5,274834.0,94799.0,7672.0,8611.0,89.1,6637.0,7768.0,85.4,1391.0,2684.0,51.8,415.0,1252.0,344.0,78.0,1536.0,18525.0,1612.0,361.0,50.0,92.0,758.0,200.0,114.0,65.0,2.0,651.0,35.0,280.0,973.0,25.61,769.0,59.0,58.0,43.0,86.0,2.26,61.0,8.0,10.0,3.0,1.0,533.0,324.0,284.0,184.0,65.0,408.0,133.0,275.0,337.0,776.0,9.0,24232.0,2449.0,7533.0,10770.0,6167.0,960.0,24226.0,14273.0,845.0,621.0,217.0,16104.0,572.0,294.0,1.0,294.0,307.0,35.0,5.0,6.0,2.0,1901.0,628.0,639.0,49.6
vs Wolves,26.0,50.4,38.0,418.0,3420.0,42.0,23.0,9.0,10.0,90.0,3.0,1.11,0.61,1.71,0.87,1.47,56.9,49.2,1.5,1.3,38.0,38.0,3420.0,38.0,1.0,134.0,99.0,72.4,17.0,6.0,15.0,16.0,42.1,1.0,1.0,0.0,0.0,38.0,1.0,4.0,3.0,33.5,0.25,-1.5,-0.04,127.0,383.0,33.2,874.0,173.0,32.7,32.4,236.0,41.1,37.2,462.0,24.0,5.2,74.0,1.95,19.3,158.0,23.0,31.7,4.16,0.07,0.21,0.1,-14.9,-16.2,15751.0,19655.0,80.1,266604.0,92925.0,7523.0,8446.0,89.1,6393.0,7494.0,85.3,1355.0,2541.0,53.3,369.0,1188.0,308.0,61.0,1520.0,17914.0,1656.0,391.0,84.0,111.0,721.0,204.0,101.0,73.0,3.0,745.0,85.0,367.0,889.0,23.39,647.0,70.0,58.0,50.0,69.0,1.82,39.0,4.0,8.0,11.0,1.0,662.0,388.0,297.0,277.0,88.0,404.0,108.0,296.0,383.0,630.0,14.0,23724.0,2067.0,6733.0,11161.0,6047.0,929.0,23714.0,13637.0,780.0,532.0,190.0,15627.0,501.0,400.0,3.0,355.0,356.0,85.0,8.0,1.0,3.0,2122.0,490.0,461.0,51.5
1 team players_used possession games games_starts minutes goals assists pens_made pens_att cards_yellow cards_red goals_per90 assists_per90 goals_assists_per90 goals_pens_per90 goals_assists_pens_per90 xg npxg xg_per90 npxg_per90 gk_games gk_games_starts gk_minutes gk_goals_against gk_goals_against_per90 gk_shots_on_target_against gk_saves gk_save_pct gk_wins gk_ties gk_losses gk_clean_sheets gk_clean_sheets_pct gk_pens_att gk_pens_allowed gk_pens_saved gk_pens_missed minutes_90s gk_free_kick_goals_against gk_corner_kick_goals_against gk_own_goals_against gk_psxg gk_psnpxg_per_shot_on_target_against gk_psxg_net gk_psxg_net_per90 gk_passes_completed_launched gk_passes_launched gk_passes_pct_launched gk_passes gk_passes_throws gk_pct_passes_launched gk_passes_length_avg gk_goal_kicks gk_pct_goal_kicks_launched gk_goal_kick_length_avg gk_crosses gk_crosses_stopped gk_crosses_stopped_pct gk_def_actions_outside_pen_area gk_def_actions_outside_pen_area_per90 gk_avg_distance_def_actions shots_on_target shots_free_kicks shots_on_target_pct shots_on_target_per90 goals_per_shot goals_per_shot_on_target npxg_per_shot xg_net npxg_net passes_completed passes passes_pct passes_total_distance passes_progressive_distance passes_completed_short passes_short passes_pct_short passes_completed_medium passes_medium passes_pct_medium passes_completed_long passes_long passes_pct_long assisted_shots passes_into_final_third passes_into_penalty_area crosses_into_penalty_area progressive_passes passes_live passes_dead passes_free_kicks through_balls passes_switches crosses corner_kicks corner_kicks_in corner_kicks_out corner_kicks_straight throw_ins passes_offsides passes_blocked sca sca_per90 sca_passes_live sca_passes_dead sca_shots sca_fouled gca gca_per90 gca_passes_live gca_passes_dead gca_shots gca_fouled gca_defense tackles tackles_won tackles_def_3rd tackles_mid_3rd tackles_att_3rd blocks blocked_shots blocked_passes interceptions clearances errors touches touches_def_pen_area touches_def_3rd touches_mid_3rd touches_att_3rd touches_att_pen_area touches_live_ball carries progressive_carries carries_into_final_third carries_into_penalty_area passes_received miscontrols dispossessed cards_yellow_red fouls fouled offsides pens_won pens_conceded own_goals ball_recoveries aerials_won aerials_lost aerials_won_pct
2 vs Arsenal 27.0 46.8 38.0 418.0 3420.0 47.0 33.0 5.0 6.0 69.0 3.0 1.24 0.87 2.11 1.11 1.97 45.7 40.9 1.2 1.08 38.0 38.0 3420.0 61.0 1.61 194.0 131.0 71.1 13.0 3.0 22.0 11.0 28.9 8.0 5.0 3.0 0.0 38.0 1.0 13.0 1.0 52.4 0.24 -7.6 -0.2 214.0 563.0 38.0 1100.0 164.0 35.6 33.5 282.0 60.6 45.1 498.0 25.0 5.0 55.0 1.45 16.5 142.0 16.0 33.9 3.74 0.1 0.3 0.1 1.3 1.1 14226.0 18005.0 79.0 245457.0 86660.0 6562.0 7418.0 88.5 5816.0 6793.0 85.6 1365.0 2710.0 50.4 316.0 996.0 255.0 71.0 1191.0 16238.0 1703.0 401.0 49.0 102.0 606.0 175.0 90.0 50.0 3.0 744.0 64.0 295.0 762.0 20.05 577.0 59.0 38.0 39.0 78.0 2.05 57.0 3.0 5.0 7.0 1.0 608.0 339.0 314.0 212.0 82.0 427.0 164.0 263.0 364.0 737.0 18.0 21955.0 2653.0 7787.0 9302.0 5062.0 720.0 21949.0 12516.0 556.0 468.0 140.0 14105.0 550.0 296.0 2.0 375.0 346.0 64.0 5.0 8.0 1.0 1817.0 572.0 463.0 55.3
3 vs Aston Villa 31.0 53.5 38.0 418.0 3420.0 52.0 35.0 4.0 6.0 83.0 1.0 1.37 0.92 2.29 1.26 2.18 49.0 44.1 1.29 1.16 38.0 38.0 3420.0 52.0 1.37 162.0 112.0 69.8 19.0 6.0 13.0 8.0 21.1 3.0 3.0 0.0 0.0 38.0 0.0 7.0 2.0 45.0 0.27 -5.0 -0.13 157.0 412.0 38.1 888.0 182.0 31.8 32.6 261.0 49.8 40.8 530.0 21.0 4.0 41.0 1.08 14.4 144.0 22.0 30.6 3.79 0.1 0.33 0.1 3.0 3.9 15222.0 19079.0 79.8 275493.0 94504.0 6575.0 7465.0 88.1 6449.0 7500.0 86.0 1718.0 2960.0 58.0 348.0 1094.0 276.0 61.0 1514.0 17229.0 1811.0 424.0 48.0 233.0 685.0 220.0 118.0 64.0 3.0 815.0 39.0 372.0 827.0 21.76 576.0 75.0 47.0 51.0 91.0 2.39 63.0 3.0 10.0 8.0 1.0 598.0 343.0 278.0 246.0 74.0 356.0 127.0 229.0 339.0 743.0 6.0 23096.0 2362.0 7680.0 10237.0 5398.0 852.0 23090.0 12899.0 741.0 475.0 222.0 15104.0 542.0 334.0 0.0 512.0 392.0 39.0 5.0 3.0 2.0 1922.0 561.0 538.0 51.0
4 vs Brentford 29.0 55.5 38.0 418.0 3420.0 54.0 41.0 5.0 5.0 50.0 3.0 1.42 1.08 2.5 1.29 2.37 48.5 44.6 1.28 1.17 38.0 38.0 3420.0 48.0 1.26 147.0 101.0 71.4 18.0 7.0 13.0 12.0 31.6 6.0 6.0 0.0 0.0 38.0 0.0 6.0 2.0 43.8 0.26 -2.2 -0.06 182.0 547.0 33.3 892.0 147.0 45.2 38.2 236.0 61.0 46.2 509.0 34.0 6.7 56.0 1.47 15.7 174.0 22.0 34.9 4.58 0.1 0.28 0.09 5.5 4.4 15770.0 20238.0 77.9 263462.0 90458.0 7861.0 8970.0 87.6 5946.0 7075.0 84.0 1434.0 2945.0 48.7 359.0 1331.0 339.0 101.0 1523.0 18429.0 1738.0 405.0 73.0 104.0 812.0 229.0 128.0 69.0 2.0 774.0 71.0 329.0 876.0 23.05 659.0 65.0 57.0 49.0 97.0 2.55 73.0 6.0 8.0 7.0 1.0 505.0 285.0 216.0 225.0 64.0 423.0 132.0 291.0 381.0 830.0 12.0 24462.0 2251.0 6892.0 11000.0 6765.0 838.0 24457.0 13970.0 734.0 609.0 164.0 15638.0 618.0 316.0 0.0 377.0 357.0 71.0 5.0 6.0 2.0 2204.0 728.0 717.0 50.4
5 vs Brighton 26.0 45.3 38.0 418.0 3420.0 44.0 34.0 3.0 4.0 80.0 0.0 1.16 0.89 2.05 1.08 1.97 42.9 39.8 1.13 1.05 38.0 38.0 3420.0 42.0 1.11 146.0 105.0 74.0 11.0 15.0 12.0 13.0 34.2 7.0 4.0 1.0 2.0 38.0 0.0 6.0 2.0 39.5 0.24 -0.5 -0.01 153.0 483.0 31.7 892.0 202.0 37.2 34.2 281.0 53.7 41.6 564.0 21.0 3.7 43.0 1.13 15.4 143.0 21.0 30.3 3.76 0.09 0.29 0.09 1.1 1.2 13304.0 17380.0 76.5 231327.0 84959.0 6148.0 7119.0 86.4 5425.0 6514.0 83.3 1321.0 2648.0 49.9 342.0 996.0 255.0 58.0 1263.0 15605.0 1733.0 417.0 36.0 113.0 680.0 211.0 106.0 55.0 6.0 740.0 42.0 374.0 824.0 21.68 612.0 58.0 50.0 42.0 77.0 2.03 49.0 11.0 7.0 4.0 2.0 591.0 358.0 301.0 224.0 66.0 481.0 140.0 341.0 389.0 752.0 8.0 21578.0 2394.0 7672.0 8761.0 5358.0 830.0 21574.0 11610.0 642.0 446.0 197.0 13173.0 581.0 425.0 0.0 373.0 373.0 42.0 3.0 7.0 2.0 2094.0 498.0 569.0 46.7
6 vs Burnley 23.0 60.2 38.0 418.0 3420.0 51.0 36.0 5.0 5.0 44.0 0.0 1.34 0.95 2.29 1.21 2.16 57.1 53.2 1.5 1.4 38.0 38.0 3420.0 34.0 0.89 120.0 88.0 72.5 17.0 14.0 7.0 16.0 42.1 2.0 1.0 0.0 1.0 38.0 1.0 6.0 2.0 32.1 0.26 0.1 0.0 191.0 587.0 32.5 1108.0 196.0 38.9 34.8 255.0 61.2 45.3 590.0 47.0 8.0 51.0 1.34 13.8 173.0 16.0 28.9 4.55 0.08 0.27 0.09 -6.1 -7.2 16821.0 21508.0 78.2 288649.0 99233.0 8023.0 9188.0 87.3 6678.0 7936.0 84.1 1592.0 3140.0 50.7 459.0 1221.0 407.0 83.0 1711.0 19529.0 1925.0 473.0 44.0 168.0 861.0 265.0 95.0 79.0 5.0 846.0 54.0 364.0 1064.0 28.0 804.0 77.0 82.0 38.0 92.0 2.42 75.0 1.0 8.0 6.0 0.0 512.0 306.0 249.0 202.0 61.0 369.0 104.0 265.0 280.0 853.0 9.0 25638.0 2435.0 8341.0 10906.0 6613.0 1094.0 25633.0 14368.0 865.0 582.0 253.0 16680.0 571.0 340.0 0.0 339.0 381.0 54.0 3.0 2.0 2.0 2068.0 733.0 827.0 47.0
7 vs Chelsea 26.0 37.7 38.0 418.0 3420.0 32.0 20.0 6.0 6.0 69.0 4.0 0.84 0.53 1.37 0.68 1.21 33.2 28.9 0.87 0.76 38.0 38.0 3420.0 76.0 2.0 209.0 133.0 67.5 6.0 11.0 21.0 4.0 10.5 9.0 8.0 1.0 0.0 38.0 1.0 8.0 1.0 65.3 0.28 -9.7 -0.25 206.0 576.0 35.8 995.0 180.0 41.5 36.0 287.0 56.8 43.8 604.0 34.0 5.6 34.0 0.89 13.2 109.0 11.0 32.5 2.87 0.08 0.24 0.09 -1.2 -2.9 11678.0 15424.0 75.7 201519.0 77479.0 5484.0 6336.0 86.6 4597.0 5508.0 83.5 1187.0 2493.0 47.6 232.0 830.0 209.0 60.0 1004.0 13651.0 1706.0 451.0 63.0 90.0 533.0 151.0 66.0 52.0 4.0 697.0 67.0 346.0 587.0 15.45 407.0 52.0 36.0 37.0 53.0 1.39 34.0 4.0 3.0 5.0 3.0 643.0 356.0 337.0 237.0 69.0 487.0 169.0 318.0 376.0 793.0 12.0 19624.0 2723.0 7393.0 7923.0 4499.0 614.0 19618.0 10135.0 495.0 367.0 130.0 11579.0 592.0 364.0 1.0 406.0 389.0 67.0 4.0 9.0 1.0 1921.0 486.0 538.0 47.5
8 vs Crystal Palace 24.0 49.1 38.0 418.0 3420.0 44.0 30.0 3.0 4.0 74.0 3.0 1.16 0.79 1.95 1.08 1.87 40.7 37.6 1.07 0.99 38.0 38.0 3420.0 50.0 1.32 147.0 97.0 70.1 12.0 15.0 11.0 11.0 28.9 8.0 6.0 1.0 1.0 38.0 1.0 2.0 0.0 43.0 0.25 -7.0 -0.18 201.0 511.0 39.3 921.0 141.0 42.7 35.4 239.0 49.4 41.0 505.0 31.0 6.1 36.0 0.95 13.2 140.0 20.0 31.9 3.68 0.09 0.29 0.09 3.3 3.4 14264.0 18471.0 77.2 250760.0 90242.0 6523.0 7559.0 86.3 5776.0 6884.0 83.9 1503.0 2862.0 52.5 304.0 1193.0 287.0 74.0 1402.0 16628.0 1790.0 453.0 42.0 130.0 664.0 184.0 74.0 96.0 0.0 825.0 53.0 360.0 759.0 19.97 535.0 77.0 57.0 48.0 74.0 1.95 47.0 11.0 7.0 4.0 2.0 776.0 440.0 354.0 310.0 112.0 386.0 110.0 276.0 378.0 712.0 16.0 22794.0 2209.0 7021.0 10187.0 5794.0 794.0 22790.0 12186.0 563.0 428.0 135.0 14161.0 652.0 364.0 2.0 499.0 391.0 53.0 2.0 8.0 0.0 2109.0 618.0 610.0 50.3
9 vs Everton 33.0 60.3 38.0 418.0 3420.0 61.0 46.0 2.0 2.0 72.0 0.0 1.61 1.21 2.82 1.55 2.76 55.4 53.9 1.46 1.42 38.0 38.0 3420.0 43.0 1.13 135.0 94.0 72.6 21.0 6.0 11.0 12.0 31.6 7.0 6.0 0.0 1.0 38.0 0.0 6.0 1.0 39.4 0.25 -2.6 -0.07 141.0 399.0 35.3 940.0 206.0 29.3 31.5 280.0 44.3 40.1 486.0 34.0 7.0 37.0 0.97 14.9 186.0 19.0 35.8 4.89 0.11 0.32 0.11 5.6 5.1 18019.0 22270.0 80.9 314878.0 107051.0 8044.0 9158.0 87.8 7922.0 9036.0 87.7 1610.0 2872.0 56.1 372.0 1448.0 329.0 74.0 1799.0 20390.0 1837.0 397.0 44.0 129.0 719.0 219.0 114.0 62.0 8.0 859.0 43.0 415.0 922.0 24.26 650.0 84.0 65.0 50.0 104.0 2.74 65.0 14.0 11.0 6.0 2.0 620.0 336.0 298.0 240.0 82.0 443.0 146.0 297.0 333.0 653.0 6.0 26579.0 2286.0 7934.0 12214.0 6624.0 880.0 26577.0 14994.0 735.0 574.0 160.0 17894.0 664.0 369.0 0.0 400.0 345.0 43.0 1.0 7.0 1.0 2049.0 725.0 634.0 53.3
10 vs Leeds United 29.0 47.5 38.0 418.0 3420.0 78.0 59.0 5.0 5.0 74.0 3.0 2.05 1.55 3.61 1.92 3.47 67.8 64.0 1.79 1.68 38.0 38.0 3420.0 42.0 1.11 147.0 105.0 74.8 18.0 11.0 9.0 13.0 34.2 5.0 5.0 0.0 0.0 38.0 1.0 8.0 0.0 41.2 0.25 -0.8 -0.02 206.0 550.0 37.5 1030.0 196.0 34.4 33.1 308.0 63.6 46.4 481.0 26.0 5.4 51.0 1.34 15.4 219.0 23.0 38.0 5.76 0.13 0.33 0.11 10.2 9.0 13019.0 17052.0 76.3 231597.0 94507.0 5810.0 6807.0 85.4 5455.0 6544.0 83.4 1383.0 2657.0 52.1 436.0 1003.0 309.0 58.0 1359.0 15102.0 1897.0 498.0 100.0 92.0 568.0 181.0 86.0 79.0 3.0 829.0 53.0 366.0 1005.0 26.45 711.0 87.0 60.0 51.0 134.0 3.53 97.0 9.0 9.0 9.0 1.0 614.0 351.0 282.0 248.0 84.0 459.0 138.0 321.0 398.0 735.0 20.0 21610.0 2367.0 7145.0 9288.0 5440.0 949.0 21605.0 11522.0 700.0 480.0 208.0 12886.0 675.0 379.0 3.0 386.0 465.0 53.0 4.0 5.0 0.0 2228.0 626.0 470.0 57.1
11 vs Leicester City 28.0 47.9 38.0 418.0 3420.0 58.0 36.0 7.0 9.0 60.0 0.0 1.53 0.95 2.47 1.34 2.29 59.3 52.6 1.56 1.38 38.0 38.0 3420.0 62.0 1.63 166.0 104.0 63.9 14.0 10.0 14.0 6.0 15.8 2.0 2.0 0.0 0.0 38.0 1.0 4.0 0.0 54.0 0.33 -8.0 -0.21 174.0 490.0 35.5 965.0 169.0 37.7 34.4 232.0 54.3 42.1 433.0 28.0 6.5 37.0 0.97 15.4 183.0 15.0 32.9 4.82 0.09 0.28 0.1 -1.3 -1.6 14828.0 18823.0 78.8 262901.0 92485.0 6675.0 7635.0 87.4 6259.0 7300.0 85.7 1512.0 2798.0 54.0 415.0 1210.0 342.0 77.0 1496.0 17017.0 1733.0 391.0 63.0 150.0 738.0 218.0 129.0 63.0 2.0 788.0 73.0 382.0 970.0 25.53 669.0 98.0 75.0 49.0 97.0 2.55 55.0 9.0 16.0 9.0 2.0 618.0 370.0 262.0 264.0 92.0 455.0 117.0 338.0 400.0 630.0 13.0 23094.0 2218.0 7065.0 10268.0 6018.0 1025.0 23085.0 13115.0 732.0 510.0 208.0 14699.0 598.0 384.0 0.0 406.0 350.0 73.0 7.0 2.0 0.0 2104.0 553.0 530.0 51.1
12 vs Liverpool 27.0 36.7 38.0 418.0 3420.0 25.0 18.0 0.0 0.0 63.0 3.0 0.66 0.47 1.13 0.66 1.13 33.8 33.8 0.89 0.89 38.0 38.0 3420.0 94.0 2.47 244.0 150.0 64.3 2.0 8.0 28.0 1.0 2.6 8.0 7.0 1.0 0.0 38.0 1.0 15.0 0.0 79.3 0.3 -14.7 -0.39 230.0 747.0 30.8 1044.0 192.0 47.5 37.5 350.0 71.7 50.2 686.0 35.0 5.1 56.0 1.47 14.4 107.0 14.0 36.0 2.82 0.08 0.23 0.12 -8.8 -8.8 11072.0 15214.0 72.8 197409.0 78984.0 5182.0 6086.0 85.1 4238.0 5248.0 80.8 1287.0 2809.0 45.8 227.0 750.0 199.0 51.0 912.0 13387.0 1683.0 403.0 89.0 105.0 460.0 117.0 70.0 37.0 0.0 678.0 144.0 323.0 518.0 13.63 386.0 35.0 25.0 22.0 46.0 1.21 32.0 4.0 5.0 1.0 0.0 657.0 350.0 407.0 211.0 39.0 542.0 212.0 330.0 487.0 999.0 18.0 19789.0 3363.0 8838.0 7652.0 3510.0 540.0 19789.0 10261.0 469.0 309.0 139.0 10987.0 655.0 321.0 0.0 311.0 348.0 144.0 0.0 8.0 0.0 2137.0 467.0 571.0 45.0
13 vs Manchester City 26.0 31.5 38.0 418.0 3420.0 26.0 23.0 1.0 1.0 68.0 3.0 0.68 0.61 1.29 0.66 1.26 24.6 23.9 0.65 0.63 38.0 38.0 3420.0 99.0 2.61 246.0 148.0 62.6 3.0 6.0 29.0 4.0 10.5 9.0 7.0 2.0 0.0 38.0 0.0 15.0 3.0 81.2 0.3 -14.8 -0.39 261.0 725.0 36.0 1090.0 182.0 43.2 35.6 402.0 63.2 45.6 649.0 49.0 7.6 26.0 0.68 11.0 84.0 9.0 35.6 2.21 0.11 0.3 0.1 1.4 1.1 9984.0 13251.0 75.3 181301.0 71712.0 4365.0 5046.0 86.5 4222.0 4971.0 84.9 1104.0 2399.0 46.0 182.0 590.0 151.0 35.0 757.0 11640.0 1517.0 376.0 50.0 89.0 397.0 108.0 52.0 37.0 3.0 493.0 94.0 252.0 392.0 10.32 286.0 38.0 15.0 23.0 49.0 1.29 38.0 2.0 2.0 1.0 1.0 632.0 359.0 392.0 194.0 46.0 509.0 209.0 300.0 374.0 909.0 24.0 17313.0 3457.0 8404.0 6269.0 2844.0 464.0 17312.0 9091.0 392.0 286.0 119.0 9919.0 510.0 271.0 2.0 342.0 306.0 94.0 1.0 9.0 3.0 1665.0 397.0 482.0 45.2
14 vs Manchester Utd 29.0 47.1 38.0 418.0 3420.0 54.0 41.0 3.0 5.0 48.0 1.0 1.42 1.08 2.5 1.34 2.42 53.0 49.4 1.39 1.3 38.0 38.0 3420.0 57.0 1.5 182.0 126.0 70.3 12.0 10.0 16.0 9.0 23.7 5.0 3.0 0.0 2.0 38.0 1.0 4.0 1.0 48.2 0.25 -7.8 -0.2 191.0 586.0 32.6 1042.0 177.0 41.6 34.9 265.0 57.7 44.9 501.0 23.0 4.6 31.0 0.82 14.7 175.0 14.0 34.6 4.61 0.1 0.29 0.1 1.0 1.6 15051.0 18933.0 79.5 256170.0 90545.0 7180.0 8073.0 88.9 6013.0 7001.0 85.9 1373.0 2712.0 50.6 367.0 1088.0 303.0 61.0 1404.0 17152.0 1709.0 462.0 61.0 139.0 648.0 207.0 105.0 67.0 3.0 668.0 72.0 310.0 859.0 22.61 594.0 74.0 68.0 49.0 89.0 2.34 64.0 4.0 10.0 3.0 1.0 596.0 347.0 273.0 228.0 95.0 468.0 143.0 325.0 430.0 686.0 17.0 23079.0 2490.0 7246.0 10393.0 5671.0 814.0 23074.0 13079.0 672.0 482.0 173.0 14963.0 547.0 320.0 0.0 333.0 386.0 72.0 3.0 5.0 1.0 2039.0 443.0 555.0 44.4
15 vs Newcastle Utd 29.0 60.1 38.0 418.0 3420.0 60.0 43.0 5.0 6.0 75.0 3.0 1.58 1.13 2.71 1.45 2.58 57.1 52.6 1.5 1.39 38.0 38.0 3419.0 44.0 1.16 146.0 105.0 71.9 15.0 10.0 13.0 9.0 23.7 3.0 3.0 0.0 0.0 38.0 4.0 6.0 3.0 39.1 0.25 -1.9 -0.05 180.0 480.0 37.5 871.0 167.0 38.1 33.9 251.0 59.0 42.8 488.0 26.0 5.3 45.0 1.18 16.3 159.0 23.0 30.3 4.18 0.1 0.35 0.1 2.9 2.4 17236.0 21214.0 81.2 291031.0 95996.0 8392.0 9334.0 89.9 6907.0 8022.0 86.1 1472.0 2768.0 53.2 398.0 1419.0 330.0 60.0 1725.0 19431.0 1725.0 433.0 72.0 125.0 685.0 190.0 94.0 72.0 4.0 764.0 58.0 292.0 936.0 24.63 676.0 78.0 69.0 45.0 106.0 2.79 76.0 7.0 12.0 5.0 0.0 632.0 364.0 298.0 260.0 74.0 373.0 120.0 253.0 268.0 665.0 12.0 25217.0 2219.0 6731.0 12257.0 6462.0 909.0 25211.0 14551.0 774.0 592.0 193.0 17121.0 562.0 355.0 0.0 382.0 380.0 58.0 5.0 3.0 3.0 1967.0 619.0 677.0 47.8
16 vs Norwich City 28.0 57.5 38.0 418.0 3420.0 82.0 57.0 9.0 12.0 62.0 2.0 2.16 1.5 3.66 1.92 3.42 75.5 66.3 1.99 1.75 38.0 38.0 3420.0 23.0 0.61 107.0 86.0 81.3 26.0 7.0 5.0 22.0 57.9 3.0 3.0 0.0 0.0 38.0 0.0 3.0 2.0 25.8 0.22 4.8 0.13 144.0 375.0 38.4 864.0 184.0 30.3 31.1 232.0 48.7 39.6 459.0 29.0 6.3 53.0 1.39 16.8 212.0 16.0 34.2 5.58 0.12 0.34 0.11 6.5 6.7 17698.0 21657.0 81.7 302423.0 101969.0 8331.0 9312.0 89.5 7126.0 8252.0 86.4 1671.0 2885.0 57.9 468.0 1508.0 392.0 82.0 1773.0 19892.0 1709.0 380.0 77.0 162.0 793.0 251.0 131.0 78.0 1.0 784.0 56.0 326.0 1091.0 28.71 798.0 92.0 69.0 46.0 138.0 3.63 100.0 5.0 15.0 8.0 1.0 596.0 363.0 273.0 234.0 89.0 382.0 115.0 267.0 330.0 586.0 13.0 25642.0 1977.0 6870.0 11765.0 7247.0 1136.0 25630.0 14991.0 822.0 588.0 257.0 17581.0 560.0 317.0 1.0 445.0 342.0 56.0 8.0 3.0 2.0 2085.0 598.0 493.0 54.8
17 vs Southampton 25.0 52.1 38.0 418.0 3420.0 65.0 47.0 2.0 2.0 64.0 1.0 1.71 1.24 2.95 1.66 2.89 60.0 58.5 1.58 1.54 38.0 38.0 3420.0 43.0 1.13 165.0 124.0 76.4 16.0 13.0 9.0 9.0 23.7 4.0 4.0 0.0 0.0 38.0 4.0 7.0 2.0 43.5 0.24 2.5 0.07 213.0 534.0 39.9 1061.0 162.0 38.0 34.9 244.0 53.7 42.6 571.0 34.0 6.0 51.0 1.34 14.8 181.0 11.0 36.7 4.76 0.13 0.35 0.12 5.0 4.5 14361.0 18812.0 76.3 252156.0 96214.0 6549.0 7740.0 84.6 5804.0 7009.0 82.8 1499.0 2833.0 52.9 365.0 1185.0 338.0 82.0 1497.0 16984.0 1763.0 422.0 41.0 109.0 721.0 197.0 114.0 48.0 4.0 817.0 65.0 349.0 853.0 22.45 646.0 63.0 57.0 34.0 110.0 2.89 76.0 7.0 14.0 3.0 1.0 640.0 357.0 309.0 249.0 82.0 438.0 137.0 301.0 349.0 820.0 18.0 23224.0 2471.0 7680.0 9846.0 5890.0 898.0 23222.0 12115.0 647.0 461.0 187.0 14247.0 659.0 354.0 1.0 377.0 390.0 65.0 2.0 4.0 2.0 2198.0 726.0 672.0 51.9
18 vs Tottenham 25.0 48.0 38.0 418.0 3420.0 39.0 29.0 2.0 2.0 83.0 6.0 1.03 0.76 1.79 0.97 1.74 39.3 37.7 1.03 0.99 38.0 38.0 3420.0 69.0 1.82 190.0 127.0 66.3 11.0 5.0 22.0 10.0 26.3 5.0 5.0 0.0 0.0 38.0 1.0 4.0 6.0 65.5 0.32 2.5 0.06 159.0 495.0 32.1 948.0 184.0 38.8 35.1 236.0 53.8 41.9 486.0 23.0 4.7 45.0 1.18 15.5 135.0 11.0 27.6 3.55 0.08 0.27 0.08 -0.3 -0.7 15570.0 19252.0 80.9 276489.0 89355.0 6902.0 7766.0 88.9 6689.0 7670.0 87.2 1575.0 2812.0 56.0 359.0 1222.0 260.0 65.0 1443.0 17557.0 1652.0 434.0 39.0 130.0 740.0 192.0 84.0 71.0 10.0 680.0 43.0 348.0 867.0 22.82 612.0 85.0 61.0 39.0 72.0 1.89 54.0 5.0 4.0 3.0 2.0 632.0 369.0 278.0 267.0 87.0 419.0 135.0 284.0 368.0 676.0 10.0 23287.0 2341.0 6799.0 10610.0 6087.0 859.0 23285.0 13789.0 653.0 494.0 168.0 15465.0 558.0 336.0 4.0 411.0 369.0 43.0 0.0 5.0 6.0 1925.0 500.0 560.0 47.2
19 vs Watford 30.0 59.7 38.0 418.0 3420.0 74.0 56.0 6.0 7.0 64.0 1.0 1.95 1.47 3.42 1.79 3.26 64.5 59.0 1.7 1.55 38.0 38.0 3420.0 34.0 0.89 125.0 91.0 73.6 27.0 5.0 6.0 18.0 47.4 2.0 1.0 1.0 0.0 38.0 0.0 5.0 1.0 38.0 0.29 5.0 0.13 140.0 390.0 35.9 927.0 170.0 30.4 30.3 246.0 43.9 36.9 474.0 29.0 6.1 52.0 1.37 16.0 181.0 16.0 32.7 4.76 0.12 0.38 0.11 9.5 9.0 17339.0 21809.0 79.5 306184.0 104570.0 7667.0 8781.0 87.3 7477.0 8759.0 85.4 1713.0 3083.0 55.6 425.0 1434.0 381.0 102.0 1742.0 19879.0 1875.0 469.0 69.0 174.0 801.0 234.0 115.0 86.0 8.0 850.0 55.0 332.0 961.0 25.29 717.0 77.0 54.0 48.0 130.0 3.42 93.0 7.0 6.0 9.0 5.0 745.0 438.0 356.0 287.0 102.0 377.0 93.0 284.0 347.0 608.0 15.0 25989.0 2020.0 7589.0 12050.0 6577.0 1057.0 25982.0 14666.0 744.0 559.0 195.0 17236.0 631.0 336.0 1.0 364.0 428.0 55.0 6.0 2.0 1.0 2253.0 749.0 711.0 51.3
20 vs West Ham 25.0 52.2 38.0 418.0 3420.0 49.0 38.0 2.0 6.0 49.0 3.0 1.29 1.0 2.29 1.24 2.24 53.5 48.8 1.41 1.28 38.0 38.0 3420.0 60.0 1.58 148.0 88.0 62.2 14.0 8.0 16.0 8.0 21.1 6.0 4.0 2.0 0.0 38.0 1.0 9.0 2.0 48.7 0.3 -9.3 -0.24 151.0 414.0 36.5 978.0 173.0 27.7 30.3 299.0 47.8 39.2 622.0 38.0 6.1 25.0 0.66 11.6 160.0 15.0 29.5 4.21 0.09 0.29 0.09 -4.5 -1.8 16243.0 20172.0 80.5 274834.0 94799.0 7672.0 8611.0 89.1 6637.0 7768.0 85.4 1391.0 2684.0 51.8 415.0 1252.0 344.0 78.0 1536.0 18525.0 1612.0 361.0 50.0 92.0 758.0 200.0 114.0 65.0 2.0 651.0 35.0 280.0 973.0 25.61 769.0 59.0 58.0 43.0 86.0 2.26 61.0 8.0 10.0 3.0 1.0 533.0 324.0 284.0 184.0 65.0 408.0 133.0 275.0 337.0 776.0 9.0 24232.0 2449.0 7533.0 10770.0 6167.0 960.0 24226.0 14273.0 845.0 621.0 217.0 16104.0 572.0 294.0 1.0 294.0 307.0 35.0 5.0 6.0 2.0 1901.0 628.0 639.0 49.6
21 vs Wolves 26.0 50.4 38.0 418.0 3420.0 42.0 23.0 9.0 10.0 90.0 3.0 1.11 0.61 1.71 0.87 1.47 56.9 49.2 1.5 1.3 38.0 38.0 3420.0 38.0 1.0 134.0 99.0 72.4 17.0 6.0 15.0 16.0 42.1 1.0 1.0 0.0 0.0 38.0 1.0 4.0 3.0 33.5 0.25 -1.5 -0.04 127.0 383.0 33.2 874.0 173.0 32.7 32.4 236.0 41.1 37.2 462.0 24.0 5.2 74.0 1.95 19.3 158.0 23.0 31.7 4.16 0.07 0.21 0.1 -14.9 -16.2 15751.0 19655.0 80.1 266604.0 92925.0 7523.0 8446.0 89.1 6393.0 7494.0 85.3 1355.0 2541.0 53.3 369.0 1188.0 308.0 61.0 1520.0 17914.0 1656.0 391.0 84.0 111.0 721.0 204.0 101.0 73.0 3.0 745.0 85.0 367.0 889.0 23.39 647.0 70.0 58.0 50.0 69.0 1.82 39.0 4.0 8.0 11.0 1.0 662.0 388.0 297.0 277.0 88.0 404.0 108.0 296.0 383.0 630.0 14.0 23724.0 2067.0 6733.0 11161.0 6047.0 929.0 23714.0 13637.0 780.0 532.0 190.0 15627.0 501.0 400.0 3.0 355.0 356.0 85.0 8.0 1.0 3.0 2122.0 490.0 461.0 51.5