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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_2022-2023_team.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
Arsenal,26.0,59.3,38.0,418.0,3420.0,84.0,64.0,3.0,4.0,51.0,0.0,2.21,1.68,3.89,2.13,3.82,71.9,69.1,1.89,1.82,38.0,38.0,3420.0,43.0,1.13,136.0,94.0,70.6,26.0,6.0,6.0,14.0,36.8,5.0,3.0,0.0,2.0,38.0,0.0,6.0,1.0,40.0,0.28,-2.0,-0.05,109.0,429.0,25.4,956.0,174.0,35.4,33.3,153.0,59.5,49.2,381.0,22.0,5.8,43.0,1.13,16.1,194.0,16.0,32.9,5.11,0.14,0.42,0.12,12.1,11.9,18281.0,21969.0,83.2,310206.0,100635.0,8542.0,9478.0,90.1,7825.0,8821.0,88.7,1454.0,2548.0,57.1,443.0,1637.0,459.0,62.0,2049.0,20293.0,1620.0,516.0,86.0,97.0,674.0,223.0,154.0,8.0,3.0,615.0,56.0,379.0,1045.0,27.5,776.0,78.0,73.0,43.0,150.0,3.95,121.0,6.0,13.0,3.0,2.0,568.0,343.0,238.0,212.0,118.0,362.0,86.0,276.0,237.0,599.0,22.0,25909.0,1994.0,6632.0,11452.0,8015.0,1296.0,25905.0,15923.0,824.0,583.0,281.0,18101.0,526.0,378.0,0.0,373.0,435.0,56.0,3.0,5.0,1.0,1984.0,486.0,559.0,46.5
Aston Villa,26.0,49.3,38.0,418.0,3420.0,49.0,35.0,3.0,4.0,80.0,1.0,1.29,0.92,2.21,1.21,2.13,50.2,47.2,1.32,1.24,38.0,38.0,3420.0,46.0,1.21,151.0,108.0,72.8,18.0,7.0,13.0,12.0,31.6,6.0,5.0,1.0,0.0,38.0,1.0,9.0,4.0,42.8,0.25,0.8,0.02,214.0,585.0,36.6,1272.0,153.0,36.2,33.4,240.0,51.7,41.4,528.0,65.0,12.3,76.0,2.0,16.4,145.0,18.0,34.0,3.82,0.11,0.32,0.11,-1.2,-1.2,13782.0,17396.0,79.2,244084.0,87581.0,6109.0,6945.0,88.0,5981.0,6936.0,86.2,1345.0,2579.0,52.2,318.0,964.0,268.0,80.0,1242.0,15544.0,1794.0,599.0,54.0,101.0,561.0,162.0,97.0,19.0,4.0,684.0,58.0,325.0,751.0,19.76,565.0,50.0,38.0,40.0,84.0,2.21,55.0,2.0,12.0,6.0,3.0,633.0,338.0,305.0,251.0,77.0,438.0,118.0,320.0,324.0,714.0,13.0,21501.0,2783.0,7912.0,9077.0,4706.0,746.0,21496.0,12294.0,637.0,434.0,174.0,13587.0,565.0,371.0,0.0,417.0,498.0,58.0,4.0,6.0,4.0,1847.0,442.0,465.0,48.7
Bournemouth,31.0,40.4,38.0,418.0,3420.0,37.0,24.0,0.0,0.0,68.0,0.0,0.97,0.63,1.61,0.97,1.61,38.6,38.6,1.02,1.02,38.0,38.0,3420.0,71.0,1.87,204.0,136.0,68.1,11.0,6.0,21.0,8.0,21.1,7.0,6.0,0.0,1.0,38.0,0.0,16.0,3.0,63.6,0.29,-4.4,-0.11,231.0,591.0,39.1,851.0,190.0,43.9,36.0,349.0,62.2,44.3,739.0,40.0,5.4,30.0,0.79,11.8,126.0,14.0,35.2,3.32,0.1,0.29,0.11,-1.6,-1.6,11715.0,15381.0,76.2,206704.0,82672.0,5412.0,6278.0,86.2,4751.0,5644.0,84.2,1192.0,2491.0,47.9,261.0,850.0,237.0,75.0,1006.0,13607.0,1736.0,424.0,48.0,87.0,509.0,144.0,88.0,25.0,9.0,706.0,38.0,342.0,616.0,16.21,445.0,45.0,43.0,24.0,64.0,1.68,44.0,5.0,8.0,2.0,1.0,618.0,371.0,316.0,249.0,53.0,499.0,170.0,329.0,353.0,1027.0,10.0,19950.0,2934.0,8004.0,7933.0,4256.0,699.0,19950.0,10336.0,504.0,388.0,144.0,11617.0,589.0,367.0,0.0,391.0,365.0,38.0,0.0,7.0,3.0,1942.0,521.0,539.0,49.2
Brentford,25.0,43.8,38.0,418.0,3420.0,56.0,36.0,7.0,8.0,57.0,1.0,1.47,0.95,2.42,1.29,2.24,56.8,50.6,1.49,1.33,38.0,38.0,3420.0,46.0,1.21,197.0,154.0,77.7,15.0,14.0,9.0,12.0,31.6,2.0,2.0,0.0,0.0,38.0,0.0,9.0,3.0,48.0,0.24,5.0,0.13,347.0,882.0,39.3,1367.0,160.0,50.7,37.8,269.0,70.3,51.8,598.0,52.0,8.7,54.0,1.42,15.8,147.0,14.0,36.8,3.87,0.12,0.33,0.13,-0.8,-1.6,11317.0,15551.0,72.8,209961.0,87006.0,5142.0,6116.0,84.1,4475.0,5602.0,79.9,1438.0,2947.0,48.8,284.0,922.0,279.0,87.0,1131.0,13766.0,1713.0,453.0,53.0,107.0,661.0,163.0,83.0,34.0,12.0,738.0,72.0,303.0,702.0,18.47,475.0,99.0,45.0,44.0,98.0,2.58,65.0,8.0,8.0,11.0,2.0,587.0,337.0,270.0,228.0,89.0,456.0,168.0,288.0,341.0,822.0,12.0,19750.0,2632.0,7290.0,7802.0,4835.0,827.0,19742.0,10408.0,392.0,299.0,102.0,11203.0,520.0,335.0,1.0,354.0,399.0,72.0,7.0,2.0,3.0,1959.0,665.0,618.0,51.8
Brighton,29.0,60.2,38.0,418.0,3420.0,68.0,46.0,6.0,6.0,58.0,0.0,1.79,1.21,3.0,1.63,2.84,73.3,68.9,1.93,1.81,38.0,38.0,3420.0,53.0,1.39,128.0,83.0,63.3,18.0,8.0,12.0,12.0,31.6,8.0,6.0,2.0,0.0,38.0,0.0,6.0,6.0,42.7,0.28,-4.3,-0.11,94.0,279.0,33.7,1128.0,151.0,20.2,26.9,186.0,27.4,28.8,355.0,27.0,7.6,32.0,0.84,13.8,219.0,12.0,36.1,5.76,0.1,0.28,0.12,-5.3,-6.9,19210.0,22888.0,83.9,319736.0,106474.0,9346.0,10305.0,90.7,7892.0,8919.0,88.5,1463.0,2462.0,59.4,480.0,1459.0,391.0,78.0,1849.0,21109.0,1709.0,445.0,81.0,130.0,694.0,233.0,102.0,88.0,2.0,693.0,70.0,383.0,1074.0,28.26,819.0,73.0,63.0,27.0,114.0,3.0,83.0,3.0,9.0,6.0,1.0,616.0,340.0,270.0,242.0,104.0,392.0,104.0,288.0,303.0,432.0,15.0,26727.0,2471.0,7844.0,12212.0,6873.0,1102.0,26721.0,16331.0,809.0,547.0,250.0,18991.0,558.0,324.0,0.0,427.0,407.0,70.0,4.0,7.0,6.0,2013.0,444.0,387.0,53.4
Chelsea,32.0,58.7,38.0,418.0,3420.0,37.0,27.0,3.0,3.0,81.0,3.0,0.97,0.71,1.68,0.89,1.61,49.5,47.2,1.3,1.24,38.0,38.0,3420.0,47.0,1.24,159.0,115.0,71.1,11.0,11.0,16.0,10.0,26.3,1.0,1.0,0.0,0.0,38.0,1.0,8.0,3.0,47.0,0.3,3.0,0.08,95.0,290.0,32.8,1090.0,198.0,18.2,26.6,245.0,37.6,32.3,460.0,24.0,5.2,63.0,1.66,16.1,151.0,10.0,31.4,3.97,0.07,0.23,0.1,-12.5,-13.2,19147.0,22836.0,83.8,316440.0,104718.0,9510.0,10494.0,90.6,7700.0,8709.0,88.4,1461.0,2499.0,58.5,376.0,1426.0,370.0,68.0,1737.0,20995.0,1767.0,503.0,58.0,129.0,693.0,209.0,108.0,70.0,2.0,722.0,74.0,371.0,859.0,22.61,667.0,66.0,42.0,31.0,68.0,1.79,57.0,3.0,2.0,4.0,0.0,740.0,445.0,363.0,267.0,110.0,466.0,108.0,358.0,341.0,661.0,20.0,27166.0,2564.0,8461.0,12056.0,6850.0,958.0,27163.0,16537.0,829.0,622.0,216.0,19065.0,568.0,381.0,2.0,397.0,462.0,74.0,3.0,1.0,3.0,2024.0,493.0,453.0,52.1
Crystal Palace,26.0,46.3,38.0,418.0,3420.0,38.0,29.0,1.0,3.0,82.0,3.0,1.0,0.76,1.76,0.97,1.74,39.3,36.8,1.03,0.97,38.0,38.0,3420.0,49.0,1.29,160.0,114.0,71.9,11.0,12.0,15.0,9.0,23.7,4.0,4.0,0.0,0.0,38.0,0.0,8.0,3.0,44.7,0.26,-1.3,-0.03,153.0,446.0,34.3,936.0,189.0,33.4,32.0,267.0,49.8,38.3,539.0,29.0,5.4,40.0,1.05,13.8,133.0,23.0,31.4,3.5,0.09,0.28,0.09,-1.3,0.2,13395.0,17308.0,77.4,238779.0,88389.0,6005.0,6901.0,87.0,5794.0,6772.0,85.6,1309.0,2751.0,47.6,316.0,1013.0,239.0,51.0,1243.0,15416.0,1834.0,525.0,41.0,118.0,591.0,186.0,84.0,60.0,5.0,763.0,58.0,350.0,746.0,19.63,497.0,67.0,49.0,59.0,67.0,1.76,43.0,6.0,6.0,4.0,2.0,690.0,421.0,354.0,246.0,90.0,463.0,119.0,344.0,359.0,807.0,5.0,21713.0,2580.0,7668.0,9275.0,4991.0,766.0,21710.0,11687.0,556.0,393.0,206.0,13304.0,643.0,457.0,2.0,446.0,479.0,58.0,2.0,4.0,3.0,2093.0,496.0,578.0,46.2
Everton,28.0,42.8,38.0,418.0,3420.0,32.0,24.0,3.0,3.0,81.0,2.0,0.84,0.63,1.47,0.76,1.39,45.2,42.8,1.19,1.13,38.0,38.0,3420.0,57.0,1.5,185.0,127.0,71.9,8.0,12.0,18.0,9.0,23.7,6.0,5.0,1.0,0.0,38.0,2.0,4.0,0.0,60.4,0.3,3.4,0.09,274.0,814.0,33.7,1014.0,156.0,57.6,42.9,323.0,71.2,52.6,589.0,23.0,3.9,52.0,1.37,15.8,143.0,12.0,33.6,3.76,0.07,0.2,0.1,-13.2,-13.8,11790.0,15783.0,74.7,214056.0,82478.0,5336.0,6174.0,86.4,4771.0,5750.0,83.0,1366.0,2947.0,46.4,308.0,964.0,224.0,67.0,1052.0,13984.0,1735.0,434.0,39.0,93.0,704.0,174.0,138.0,28.0,0.0,707.0,64.0,311.0,735.0,19.34,495.0,84.0,54.0,45.0,59.0,1.55,41.0,5.0,2.0,4.0,2.0,708.0,424.0,362.0,257.0,89.0,510.0,180.0,330.0,390.0,874.0,17.0,20233.0,2527.0,7219.0,8417.0,4830.0,742.0,20229.0,10479.0,500.0,391.0,137.0,11708.0,605.0,300.0,1.0,396.0,382.0,64.0,3.0,6.0,0.0,2049.0,582.0,613.0,48.7
Fulham,29.0,48.8,38.0,418.0,3420.0,52.0,33.0,5.0,9.0,80.0,1.0,1.37,0.87,2.24,1.24,2.11,46.2,39.1,1.22,1.03,38.0,38.0,3420.0,53.0,1.39,196.0,144.0,76.5,15.0,7.0,16.0,9.0,23.7,8.0,7.0,1.0,0.0,38.0,1.0,8.0,2.0,60.1,0.28,9.1,0.24,140.0,438.0,32.0,1199.0,193.0,27.9,30.6,257.0,40.5,37.4,490.0,36.0,7.3,48.0,1.26,15.0,137.0,17.0,32.6,3.61,0.11,0.34,0.1,5.8,7.9,13974.0,18014.0,77.6,255629.0,89303.0,5867.0,6818.0,86.1,6222.0,7333.0,84.8,1551.0,2860.0,54.2,306.0,1044.0,284.0,97.0,1326.0,16136.0,1818.0,471.0,20.0,157.0,769.0,182.0,70.0,69.0,2.0,795.0,60.0,393.0,751.0,19.76,528.0,78.0,54.0,47.0,90.0,2.37,56.0,9.0,11.0,7.0,2.0,623.0,349.0,294.0,228.0,101.0,455.0,125.0,330.0,340.0,749.0,13.0,22160.0,2563.0,7461.0,9519.0,5414.0,758.0,22151.0,12249.0,662.0,471.0,124.0,13846.0,536.0,379.0,0.0,411.0,405.0,60.0,8.0,8.0,2.0,1979.0,511.0,550.0,48.2
Leeds United,29.0,47.0,38.0,418.0,3420.0,45.0,31.0,1.0,3.0,89.0,3.0,1.18,0.82,2.0,1.16,1.97,47.4,45.0,1.25,1.18,38.0,38.0,3420.0,78.0,2.05,185.0,108.0,60.5,7.0,10.0,21.0,5.0,13.2,6.0,5.0,0.0,1.0,38.0,1.0,7.0,1.0,64.1,0.32,-12.9,-0.34,124.0,520.0,23.8,884.0,214.0,40.7,34.5,274.0,58.4,44.2,475.0,36.0,7.6,69.0,1.82,15.5,141.0,19.0,30.7,3.71,0.1,0.31,0.1,-2.4,-1.0,12437.0,16924.0,73.5,206567.0,84295.0,6115.0,7225.0,84.6,4782.0,5973.0,80.1,1072.0,2528.0,42.4,337.0,1086.0,270.0,70.0,1429.0,14953.0,1911.0,484.0,41.0,87.0,653.0,199.0,93.0,68.0,4.0,837.0,60.0,414.0,783.0,20.61,535.0,99.0,54.0,48.0,69.0,1.82,43.0,7.0,9.0,3.0,3.0,840.0,480.0,376.0,343.0,121.0,536.0,131.0,405.0,392.0,734.0,18.0,21642.0,2125.0,6971.0,9290.0,5587.0,796.0,21639.0,11342.0,555.0,379.0,146.0,12329.0,602.0,421.0,2.0,467.0,405.0,60.0,2.0,6.0,1.0,2206.0,586.0,607.0,49.1
Leicester City,28.0,47.7,38.0,418.0,3420.0,49.0,36.0,3.0,6.0,63.0,2.0,1.29,0.95,2.24,1.21,2.16,50.6,45.8,1.33,1.2,38.0,38.0,3420.0,68.0,1.79,178.0,113.0,64.0,9.0,7.0,22.0,7.0,18.4,5.0,4.0,1.0,0.0,38.0,4.0,8.0,5.0,55.4,0.29,-7.6,-0.2,132.0,497.0,26.6,1011.0,203.0,34.2,32.2,304.0,49.7,39.3,558.0,36.0,6.5,48.0,1.26,14.3,142.0,14.0,34.5,3.74,0.11,0.32,0.11,-1.6,0.2,14887.0,18871.0,78.9,249219.0,89055.0,7245.0,8221.0,88.1,6087.0,7165.0,85.0,1165.0,2422.0,48.1,319.0,1142.0,220.0,52.0,1304.0,17049.0,1739.0,464.0,76.0,93.0,496.0,135.0,70.0,41.0,6.0,724.0,83.0,393.0,744.0,19.58,540.0,52.0,50.0,38.0,87.0,2.29,59.0,2.0,8.0,7.0,3.0,700.0,412.0,345.0,292.0,63.0,517.0,170.0,347.0,367.0,777.0,11.0,23125.0,2681.0,8408.0,10293.0,4641.0,688.0,23119.0,12503.0,580.0,363.0,175.0,14797.0,548.0,313.0,2.0,410.0,397.0,83.0,5.0,5.0,5.0,2013.0,512.0,558.0,47.9
Liverpool,28.0,60.8,38.0,418.0,3420.0,71.0,58.0,2.0,4.0,57.0,1.0,1.87,1.53,3.39,1.82,3.34,72.6,69.5,1.91,1.83,38.0,38.0,3420.0,47.0,1.24,157.0,111.0,71.3,19.0,10.0,9.0,14.0,36.8,4.0,2.0,1.0,1.0,38.0,0.0,0.0,2.0,54.1,0.33,9.1,0.24,118.0,285.0,41.4,1278.0,217.0,18.2,26.8,195.0,26.7,31.2,400.0,23.0,5.8,89.0,2.34,19.8,203.0,7.0,33.8,5.34,0.11,0.34,0.12,-1.6,-0.5,20043.0,24361.0,82.3,352929.0,120466.0,9023.0,10114.0,89.2,8561.0,9758.0,87.7,1962.0,3283.0,59.8,458.0,1615.0,452.0,85.0,1992.0,22466.0,1811.0,416.0,103.0,198.0,799.0,235.0,56.0,155.0,1.0,860.0,84.0,383.0,1046.0,27.53,778.0,85.0,75.0,33.0,129.0,3.39,97.0,9.0,8.0,7.0,1.0,590.0,370.0,228.0,250.0,112.0,350.0,74.0,276.0,333.0,568.0,19.0,28399.0,2310.0,8119.0,13329.0,7149.0,1252.0,28395.0,17146.0,719.0,569.0,234.0,19921.0,584.0,413.0,0.0,405.0,321.0,84.0,3.0,4.0,2.0,2211.0,482.0,455.0,51.4
Manchester City,24.0,64.7,38.0,418.0,3420.0,92.0,69.0,9.0,10.0,44.0,1.0,2.42,1.82,4.24,2.18,4.0,78.7,71.1,2.07,1.87,38.0,38.0,3420.0,33.0,0.87,92.0,60.0,67.4,28.0,5.0,5.0,13.0,34.2,3.0,3.0,0.0,0.0,38.0,1.0,4.0,1.0,30.3,0.3,-1.7,-0.05,128.0,287.0,44.6,1259.0,163.0,19.0,27.5,164.0,29.3,31.4,312.0,20.0,6.4,40.0,1.05,16.3,205.0,20.0,34.7,5.39,0.14,0.4,0.12,13.3,11.9,23263.0,26642.0,87.3,396454.0,114920.0,11020.0,11888.0,92.7,9848.0,10836.0,90.9,1932.0,2849.0,67.8,464.0,1770.0,445.0,75.0,2073.0,25047.0,1544.0,440.0,94.0,177.0,742.0,238.0,72.0,87.0,11.0,614.0,51.0,350.0,1099.0,28.92,826.0,81.0,76.0,49.0,168.0,4.42,130.0,7.0,9.0,12.0,2.0,471.0,272.0,185.0,198.0,88.0,339.0,95.0,244.0,223.0,402.0,8.0,29895.0,2170.0,7410.0,14372.0,8301.0,1277.0,29885.0,19120.0,987.0,753.0,279.0,22992.0,406.0,298.0,0.0,347.0,384.0,51.0,9.0,3.0,1.0,1866.0,438.0,364.0,54.6
Manchester Utd,26.0,53.7,38.0,418.0,3420.0,56.0,42.0,3.0,3.0,78.0,2.0,1.47,1.11,2.58,1.39,2.5,67.7,65.3,1.78,1.72,38.0,38.0,3420.0,43.0,1.13,142.0,99.0,71.1,23.0,6.0,9.0,17.0,44.7,3.0,2.0,1.0,0.0,38.0,2.0,6.0,1.0,41.3,0.27,-0.7,-0.02,141.0,449.0,31.4,1032.0,128.0,32.6,32.3,179.0,63.1,47.1,526.0,15.0,2.9,32.0,0.84,14.8,206.0,20.0,34.9,5.42,0.09,0.26,0.11,-11.7,-12.3,16603.0,20525.0,80.9,276625.0,97026.0,8273.0,9294.0,89.0,6359.0,7306.0,87.0,1438.0,2651.0,54.2,478.0,1268.0,398.0,57.0,1595.0,18827.0,1619.0,325.0,105.0,165.0,517.0,196.0,71.0,47.0,4.0,715.0,79.0,420.0,1051.0,27.66,840.0,58.0,63.0,35.0,99.0,2.61,79.0,3.0,5.0,4.0,0.0,658.0,400.0,343.0,231.0,84.0,496.0,146.0,350.0,352.0,771.0,10.0,24848.0,2639.0,8093.0,10389.0,6570.0,1036.0,24845.0,14245.0,711.0,515.0,239.0,16447.0,497.0,293.0,0.0,424.0,297.0,79.0,2.0,3.0,1.0,2190.0,465.0,434.0,51.7
Newcastle Utd,27.0,52.3,38.0,418.0,3420.0,64.0,42.0,6.0,6.0,61.0,1.0,1.68,1.11,2.79,1.53,2.63,72.0,67.4,1.89,1.77,38.0,38.0,3418.0,33.0,0.87,127.0,94.0,75.6,19.0,14.0,5.0,14.0,36.8,5.0,2.0,2.0,1.0,38.0,0.0,8.0,2.0,33.2,0.24,2.2,0.06,126.0,378.0,33.3,722.0,246.0,31.9,32.3,222.0,66.7,49.6,441.0,35.0,7.9,74.0,1.95,18.0,184.0,15.0,32.6,4.84,0.1,0.32,0.12,-8.0,-9.4,13925.0,17837.0,78.1,246297.0,90893.0,6433.0,7370.0,87.3,5580.0,6605.0,84.5,1523.0,2774.0,54.9,435.0,1083.0,403.0,64.0,1618.0,16020.0,1746.0,447.0,88.0,142.0,740.0,270.0,106.0,90.0,15.0,728.0,71.0,370.0,1008.0,26.53,690.0,110.0,77.0,57.0,106.0,2.79,64.0,6.0,10.0,6.0,5.0,607.0,360.0,268.0,254.0,85.0,448.0,116.0,332.0,333.0,680.0,10.0,22106.0,2088.0,6757.0,9053.0,6516.0,1161.0,22100.0,12021.0,694.0,493.0,227.0,13803.0,576.0,363.0,0.0,406.0,399.0,71.0,2.0,5.0,2.0,2065.0,553.0,427.0,56.4
Nott'ham Forest,33.0,37.6,38.0,418.0,3420.0,36.0,22.0,3.0,6.0,84.0,0.0,0.95,0.58,1.53,0.87,1.45,39.3,34.6,1.03,0.91,38.0,38.0,3420.0,68.0,1.79,182.0,112.0,65.9,9.0,11.0,18.0,8.0,21.1,9.0,6.0,2.0,1.0,38.0,2.0,9.0,0.0,60.1,0.3,-7.9,-0.21,237.0,712.0,33.3,963.0,185.0,51.3,40.0,332.0,65.7,47.3,621.0,35.0,5.6,38.0,1.0,12.7,111.0,9.0,30.7,2.92,0.09,0.3,0.1,-3.3,-1.6,9543.0,13606.0,70.1,177315.0,72656.0,4046.0,4952.0,81.7,4071.0,5126.0,79.4,1187.0,2708.0,43.8,246.0,660.0,172.0,50.0,859.0,11801.0,1738.0,446.0,31.0,66.0,530.0,128.0,65.0,53.0,1.0,720.0,67.0,313.0,593.0,15.61,416.0,59.0,38.0,36.0,54.0,1.42,31.0,5.0,11.0,3.0,0.0,659.0,387.0,380.0,201.0,78.0,500.0,156.0,344.0,349.0,944.0,6.0,17912.0,2715.0,7420.0,6953.0,3755.0,611.0,17906.0,8674.0,435.0,308.0,111.0,9452.0,537.0,275.0,0.0,445.0,390.0,67.0,3.0,9.0,0.0,1902.0,560.0,600.0,48.3
Southampton,36.0,44.5,38.0,418.0,3420.0,36.0,25.0,2.0,4.0,73.0,0.0,0.95,0.66,1.61,0.89,1.55,37.7,34.5,0.99,0.91,38.0,38.0,3420.0,73.0,1.92,150.0,81.0,52.7,6.0,7.0,25.0,4.0,10.5,3.0,2.0,1.0,0.0,38.0,1.0,8.0,5.0,46.3,0.29,-21.7,-0.57,234.0,742.0,31.5,1129.0,173.0,49.9,37.9,289.0,61.9,46.6,548.0,42.0,7.7,55.0,1.45,14.8,132.0,17.0,32.0,3.47,0.08,0.26,0.09,-1.7,-0.5,12319.0,16391.0,75.2,211636.0,79814.0,5972.0,6925.0,86.2,4830.0,5823.0,82.9,1170.0,2625.0,44.6,302.0,938.0,239.0,71.0,1125.0,14585.0,1749.0,426.0,38.0,87.0,613.0,157.0,63.0,65.0,2.0,752.0,57.0,375.0,718.0,18.89,493.0,77.0,51.0,38.0,61.0,1.61,35.0,5.0,5.0,6.0,3.0,713.0,426.0,377.0,279.0,57.0,542.0,165.0,377.0,428.0,852.0,10.0,21095.0,2639.0,7452.0,8998.0,4880.0,712.0,21091.0,11323.0,588.0,453.0,131.0,12216.0,567.0,400.0,0.0,430.0,378.0,57.0,3.0,3.0,5.0,2130.0,551.0,611.0,47.4
Tottenham,29.0,50.0,38.0,418.0,3420.0,68.0,46.0,5.0,6.0,77.0,3.0,1.79,1.21,3.0,1.66,2.87,57.1,52.4,1.5,1.38,38.0,38.0,3420.0,63.0,1.66,172.0,109.0,65.1,18.0,6.0,14.0,10.0,26.3,4.0,3.0,1.0,0.0,38.0,1.0,7.0,1.0,55.1,0.3,-6.9,-0.18,113.0,342.0,33.0,808.0,180.0,30.8,31.0,279.0,33.3,29.7,515.0,25.0,4.9,45.0,1.18,14.3,186.0,13.0,36.3,4.89,0.12,0.34,0.1,10.9,10.6,15972.0,19672.0,81.2,277567.0,92697.0,7333.0,8180.0,89.6,6707.0,7682.0,87.3,1499.0,2669.0,56.2,386.0,1071.0,323.0,104.0,1449.0,17950.0,1655.0,404.0,74.0,165.0,719.0,203.0,113.0,51.0,0.0,664.0,67.0,414.0,910.0,23.95,692.0,60.0,55.0,38.0,116.0,3.05,84.0,7.0,9.0,7.0,2.0,619.0,353.0,325.0,215.0,79.0,428.0,148.0,280.0,340.0,762.0,19.0,23836.0,2734.0,8571.0,10329.0,5135.0,842.0,23830.0,13676.0,692.0,465.0,189.0,15864.0,521.0,356.0,1.0,424.0,353.0,67.0,5.0,4.0,1.0,1984.0,549.0,474.0,53.7
West Ham,25.0,42.1,38.0,418.0,3420.0,41.0,25.0,6.0,8.0,44.0,0.0,1.08,0.66,1.74,0.92,1.58,49.2,43.7,1.29,1.15,38.0,38.0,3420.0,55.0,1.45,170.0,115.0,70.0,11.0,7.0,20.0,9.0,23.7,6.0,4.0,1.0,1.0,38.0,0.0,4.0,1.0,53.2,0.29,-0.8,-0.02,212.0,553.0,38.3,738.0,167.0,53.0,38.9,279.0,58.1,43.5,560.0,31.0,5.5,26.0,0.68,12.9,133.0,13.0,28.5,3.5,0.08,0.26,0.1,-8.2,-8.7,12369.0,16357.0,75.6,219013.0,84296.0,5883.0,6778.0,86.8,4784.0,5831.0,82.0,1383.0,2753.0,50.2,340.0,990.0,212.0,80.0,1274.0,14625.0,1670.0,347.0,41.0,162.0,768.0,206.0,129.0,57.0,1.0,722.0,62.0,390.0,817.0,21.5,586.0,81.0,61.0,35.0,67.0,1.76,41.0,6.0,9.0,6.0,0.0,607.0,335.0,289.0,226.0,92.0,415.0,139.0,276.0,408.0,810.0,10.0,20411.0,2362.0,6898.0,8702.0,4994.0,756.0,20403.0,10539.0,614.0,413.0,165.0,12256.0,460.0,355.0,0.0,362.0,316.0,62.0,6.0,6.0,1.0,2023.0,620.0,587.0,51.4
Wolves,32.0,49.9,38.0,418.0,3420.0,28.0,12.0,3.0,3.0,85.0,6.0,0.74,0.32,1.05,0.66,0.97,36.8,34.5,0.97,0.91,38.0,38.0,3420.0,58.0,1.53,174.0,115.0,67.8,11.0,8.0,19.0,11.0,28.9,4.0,2.0,2.0,0.0,38.0,0.0,6.0,1.0,52.2,0.28,-4.8,-0.13,130.0,464.0,28.0,992.0,196.0,29.8,31.1,283.0,59.4,45.1,577.0,48.0,8.3,29.0,0.76,12.3,119.0,18.0,29.1,3.13,0.06,0.21,0.09,-8.8,-9.5,14554.0,18294.0,79.6,264071.0,87310.0,6350.0,7195.0,88.3,6306.0,7257.0,86.9,1574.0,2890.0,54.5,294.0,1110.0,252.0,71.0,1343.0,16575.0,1657.0,430.0,49.0,149.0,661.0,185.0,61.0,86.0,2.0,663.0,62.0,355.0,713.0,18.76,521.0,62.0,47.0,42.0,44.0,1.16,32.0,1.0,6.0,1.0,1.0,661.0,370.0,364.0,222.0,75.0,497.0,175.0,322.0,279.0,817.0,18.0,22539.0,2921.0,8544.0,9262.0,4960.0,686.0,22536.0,12373.0,610.0,421.0,142.0,14452.0,516.0,327.0,1.0,463.0,389.0,62.0,1.0,4.0,1.0,2052.0,465.0,542.0,46.2
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 Arsenal 26.0 59.3 38.0 418.0 3420.0 84.0 64.0 3.0 4.0 51.0 0.0 2.21 1.68 3.89 2.13 3.82 71.9 69.1 1.89 1.82 38.0 38.0 3420.0 43.0 1.13 136.0 94.0 70.6 26.0 6.0 6.0 14.0 36.8 5.0 3.0 0.0 2.0 38.0 0.0 6.0 1.0 40.0 0.28 -2.0 -0.05 109.0 429.0 25.4 956.0 174.0 35.4 33.3 153.0 59.5 49.2 381.0 22.0 5.8 43.0 1.13 16.1 194.0 16.0 32.9 5.11 0.14 0.42 0.12 12.1 11.9 18281.0 21969.0 83.2 310206.0 100635.0 8542.0 9478.0 90.1 7825.0 8821.0 88.7 1454.0 2548.0 57.1 443.0 1637.0 459.0 62.0 2049.0 20293.0 1620.0 516.0 86.0 97.0 674.0 223.0 154.0 8.0 3.0 615.0 56.0 379.0 1045.0 27.5 776.0 78.0 73.0 43.0 150.0 3.95 121.0 6.0 13.0 3.0 2.0 568.0 343.0 238.0 212.0 118.0 362.0 86.0 276.0 237.0 599.0 22.0 25909.0 1994.0 6632.0 11452.0 8015.0 1296.0 25905.0 15923.0 824.0 583.0 281.0 18101.0 526.0 378.0 0.0 373.0 435.0 56.0 3.0 5.0 1.0 1984.0 486.0 559.0 46.5
3 Aston Villa 26.0 49.3 38.0 418.0 3420.0 49.0 35.0 3.0 4.0 80.0 1.0 1.29 0.92 2.21 1.21 2.13 50.2 47.2 1.32 1.24 38.0 38.0 3420.0 46.0 1.21 151.0 108.0 72.8 18.0 7.0 13.0 12.0 31.6 6.0 5.0 1.0 0.0 38.0 1.0 9.0 4.0 42.8 0.25 0.8 0.02 214.0 585.0 36.6 1272.0 153.0 36.2 33.4 240.0 51.7 41.4 528.0 65.0 12.3 76.0 2.0 16.4 145.0 18.0 34.0 3.82 0.11 0.32 0.11 -1.2 -1.2 13782.0 17396.0 79.2 244084.0 87581.0 6109.0 6945.0 88.0 5981.0 6936.0 86.2 1345.0 2579.0 52.2 318.0 964.0 268.0 80.0 1242.0 15544.0 1794.0 599.0 54.0 101.0 561.0 162.0 97.0 19.0 4.0 684.0 58.0 325.0 751.0 19.76 565.0 50.0 38.0 40.0 84.0 2.21 55.0 2.0 12.0 6.0 3.0 633.0 338.0 305.0 251.0 77.0 438.0 118.0 320.0 324.0 714.0 13.0 21501.0 2783.0 7912.0 9077.0 4706.0 746.0 21496.0 12294.0 637.0 434.0 174.0 13587.0 565.0 371.0 0.0 417.0 498.0 58.0 4.0 6.0 4.0 1847.0 442.0 465.0 48.7
4 Bournemouth 31.0 40.4 38.0 418.0 3420.0 37.0 24.0 0.0 0.0 68.0 0.0 0.97 0.63 1.61 0.97 1.61 38.6 38.6 1.02 1.02 38.0 38.0 3420.0 71.0 1.87 204.0 136.0 68.1 11.0 6.0 21.0 8.0 21.1 7.0 6.0 0.0 1.0 38.0 0.0 16.0 3.0 63.6 0.29 -4.4 -0.11 231.0 591.0 39.1 851.0 190.0 43.9 36.0 349.0 62.2 44.3 739.0 40.0 5.4 30.0 0.79 11.8 126.0 14.0 35.2 3.32 0.1 0.29 0.11 -1.6 -1.6 11715.0 15381.0 76.2 206704.0 82672.0 5412.0 6278.0 86.2 4751.0 5644.0 84.2 1192.0 2491.0 47.9 261.0 850.0 237.0 75.0 1006.0 13607.0 1736.0 424.0 48.0 87.0 509.0 144.0 88.0 25.0 9.0 706.0 38.0 342.0 616.0 16.21 445.0 45.0 43.0 24.0 64.0 1.68 44.0 5.0 8.0 2.0 1.0 618.0 371.0 316.0 249.0 53.0 499.0 170.0 329.0 353.0 1027.0 10.0 19950.0 2934.0 8004.0 7933.0 4256.0 699.0 19950.0 10336.0 504.0 388.0 144.0 11617.0 589.0 367.0 0.0 391.0 365.0 38.0 0.0 7.0 3.0 1942.0 521.0 539.0 49.2
5 Brentford 25.0 43.8 38.0 418.0 3420.0 56.0 36.0 7.0 8.0 57.0 1.0 1.47 0.95 2.42 1.29 2.24 56.8 50.6 1.49 1.33 38.0 38.0 3420.0 46.0 1.21 197.0 154.0 77.7 15.0 14.0 9.0 12.0 31.6 2.0 2.0 0.0 0.0 38.0 0.0 9.0 3.0 48.0 0.24 5.0 0.13 347.0 882.0 39.3 1367.0 160.0 50.7 37.8 269.0 70.3 51.8 598.0 52.0 8.7 54.0 1.42 15.8 147.0 14.0 36.8 3.87 0.12 0.33 0.13 -0.8 -1.6 11317.0 15551.0 72.8 209961.0 87006.0 5142.0 6116.0 84.1 4475.0 5602.0 79.9 1438.0 2947.0 48.8 284.0 922.0 279.0 87.0 1131.0 13766.0 1713.0 453.0 53.0 107.0 661.0 163.0 83.0 34.0 12.0 738.0 72.0 303.0 702.0 18.47 475.0 99.0 45.0 44.0 98.0 2.58 65.0 8.0 8.0 11.0 2.0 587.0 337.0 270.0 228.0 89.0 456.0 168.0 288.0 341.0 822.0 12.0 19750.0 2632.0 7290.0 7802.0 4835.0 827.0 19742.0 10408.0 392.0 299.0 102.0 11203.0 520.0 335.0 1.0 354.0 399.0 72.0 7.0 2.0 3.0 1959.0 665.0 618.0 51.8
6 Brighton 29.0 60.2 38.0 418.0 3420.0 68.0 46.0 6.0 6.0 58.0 0.0 1.79 1.21 3.0 1.63 2.84 73.3 68.9 1.93 1.81 38.0 38.0 3420.0 53.0 1.39 128.0 83.0 63.3 18.0 8.0 12.0 12.0 31.6 8.0 6.0 2.0 0.0 38.0 0.0 6.0 6.0 42.7 0.28 -4.3 -0.11 94.0 279.0 33.7 1128.0 151.0 20.2 26.9 186.0 27.4 28.8 355.0 27.0 7.6 32.0 0.84 13.8 219.0 12.0 36.1 5.76 0.1 0.28 0.12 -5.3 -6.9 19210.0 22888.0 83.9 319736.0 106474.0 9346.0 10305.0 90.7 7892.0 8919.0 88.5 1463.0 2462.0 59.4 480.0 1459.0 391.0 78.0 1849.0 21109.0 1709.0 445.0 81.0 130.0 694.0 233.0 102.0 88.0 2.0 693.0 70.0 383.0 1074.0 28.26 819.0 73.0 63.0 27.0 114.0 3.0 83.0 3.0 9.0 6.0 1.0 616.0 340.0 270.0 242.0 104.0 392.0 104.0 288.0 303.0 432.0 15.0 26727.0 2471.0 7844.0 12212.0 6873.0 1102.0 26721.0 16331.0 809.0 547.0 250.0 18991.0 558.0 324.0 0.0 427.0 407.0 70.0 4.0 7.0 6.0 2013.0 444.0 387.0 53.4
7 Chelsea 32.0 58.7 38.0 418.0 3420.0 37.0 27.0 3.0 3.0 81.0 3.0 0.97 0.71 1.68 0.89 1.61 49.5 47.2 1.3 1.24 38.0 38.0 3420.0 47.0 1.24 159.0 115.0 71.1 11.0 11.0 16.0 10.0 26.3 1.0 1.0 0.0 0.0 38.0 1.0 8.0 3.0 47.0 0.3 3.0 0.08 95.0 290.0 32.8 1090.0 198.0 18.2 26.6 245.0 37.6 32.3 460.0 24.0 5.2 63.0 1.66 16.1 151.0 10.0 31.4 3.97 0.07 0.23 0.1 -12.5 -13.2 19147.0 22836.0 83.8 316440.0 104718.0 9510.0 10494.0 90.6 7700.0 8709.0 88.4 1461.0 2499.0 58.5 376.0 1426.0 370.0 68.0 1737.0 20995.0 1767.0 503.0 58.0 129.0 693.0 209.0 108.0 70.0 2.0 722.0 74.0 371.0 859.0 22.61 667.0 66.0 42.0 31.0 68.0 1.79 57.0 3.0 2.0 4.0 0.0 740.0 445.0 363.0 267.0 110.0 466.0 108.0 358.0 341.0 661.0 20.0 27166.0 2564.0 8461.0 12056.0 6850.0 958.0 27163.0 16537.0 829.0 622.0 216.0 19065.0 568.0 381.0 2.0 397.0 462.0 74.0 3.0 1.0 3.0 2024.0 493.0 453.0 52.1
8 Crystal Palace 26.0 46.3 38.0 418.0 3420.0 38.0 29.0 1.0 3.0 82.0 3.0 1.0 0.76 1.76 0.97 1.74 39.3 36.8 1.03 0.97 38.0 38.0 3420.0 49.0 1.29 160.0 114.0 71.9 11.0 12.0 15.0 9.0 23.7 4.0 4.0 0.0 0.0 38.0 0.0 8.0 3.0 44.7 0.26 -1.3 -0.03 153.0 446.0 34.3 936.0 189.0 33.4 32.0 267.0 49.8 38.3 539.0 29.0 5.4 40.0 1.05 13.8 133.0 23.0 31.4 3.5 0.09 0.28 0.09 -1.3 0.2 13395.0 17308.0 77.4 238779.0 88389.0 6005.0 6901.0 87.0 5794.0 6772.0 85.6 1309.0 2751.0 47.6 316.0 1013.0 239.0 51.0 1243.0 15416.0 1834.0 525.0 41.0 118.0 591.0 186.0 84.0 60.0 5.0 763.0 58.0 350.0 746.0 19.63 497.0 67.0 49.0 59.0 67.0 1.76 43.0 6.0 6.0 4.0 2.0 690.0 421.0 354.0 246.0 90.0 463.0 119.0 344.0 359.0 807.0 5.0 21713.0 2580.0 7668.0 9275.0 4991.0 766.0 21710.0 11687.0 556.0 393.0 206.0 13304.0 643.0 457.0 2.0 446.0 479.0 58.0 2.0 4.0 3.0 2093.0 496.0 578.0 46.2
9 Everton 28.0 42.8 38.0 418.0 3420.0 32.0 24.0 3.0 3.0 81.0 2.0 0.84 0.63 1.47 0.76 1.39 45.2 42.8 1.19 1.13 38.0 38.0 3420.0 57.0 1.5 185.0 127.0 71.9 8.0 12.0 18.0 9.0 23.7 6.0 5.0 1.0 0.0 38.0 2.0 4.0 0.0 60.4 0.3 3.4 0.09 274.0 814.0 33.7 1014.0 156.0 57.6 42.9 323.0 71.2 52.6 589.0 23.0 3.9 52.0 1.37 15.8 143.0 12.0 33.6 3.76 0.07 0.2 0.1 -13.2 -13.8 11790.0 15783.0 74.7 214056.0 82478.0 5336.0 6174.0 86.4 4771.0 5750.0 83.0 1366.0 2947.0 46.4 308.0 964.0 224.0 67.0 1052.0 13984.0 1735.0 434.0 39.0 93.0 704.0 174.0 138.0 28.0 0.0 707.0 64.0 311.0 735.0 19.34 495.0 84.0 54.0 45.0 59.0 1.55 41.0 5.0 2.0 4.0 2.0 708.0 424.0 362.0 257.0 89.0 510.0 180.0 330.0 390.0 874.0 17.0 20233.0 2527.0 7219.0 8417.0 4830.0 742.0 20229.0 10479.0 500.0 391.0 137.0 11708.0 605.0 300.0 1.0 396.0 382.0 64.0 3.0 6.0 0.0 2049.0 582.0 613.0 48.7
10 Fulham 29.0 48.8 38.0 418.0 3420.0 52.0 33.0 5.0 9.0 80.0 1.0 1.37 0.87 2.24 1.24 2.11 46.2 39.1 1.22 1.03 38.0 38.0 3420.0 53.0 1.39 196.0 144.0 76.5 15.0 7.0 16.0 9.0 23.7 8.0 7.0 1.0 0.0 38.0 1.0 8.0 2.0 60.1 0.28 9.1 0.24 140.0 438.0 32.0 1199.0 193.0 27.9 30.6 257.0 40.5 37.4 490.0 36.0 7.3 48.0 1.26 15.0 137.0 17.0 32.6 3.61 0.11 0.34 0.1 5.8 7.9 13974.0 18014.0 77.6 255629.0 89303.0 5867.0 6818.0 86.1 6222.0 7333.0 84.8 1551.0 2860.0 54.2 306.0 1044.0 284.0 97.0 1326.0 16136.0 1818.0 471.0 20.0 157.0 769.0 182.0 70.0 69.0 2.0 795.0 60.0 393.0 751.0 19.76 528.0 78.0 54.0 47.0 90.0 2.37 56.0 9.0 11.0 7.0 2.0 623.0 349.0 294.0 228.0 101.0 455.0 125.0 330.0 340.0 749.0 13.0 22160.0 2563.0 7461.0 9519.0 5414.0 758.0 22151.0 12249.0 662.0 471.0 124.0 13846.0 536.0 379.0 0.0 411.0 405.0 60.0 8.0 8.0 2.0 1979.0 511.0 550.0 48.2
11 Leeds United 29.0 47.0 38.0 418.0 3420.0 45.0 31.0 1.0 3.0 89.0 3.0 1.18 0.82 2.0 1.16 1.97 47.4 45.0 1.25 1.18 38.0 38.0 3420.0 78.0 2.05 185.0 108.0 60.5 7.0 10.0 21.0 5.0 13.2 6.0 5.0 0.0 1.0 38.0 1.0 7.0 1.0 64.1 0.32 -12.9 -0.34 124.0 520.0 23.8 884.0 214.0 40.7 34.5 274.0 58.4 44.2 475.0 36.0 7.6 69.0 1.82 15.5 141.0 19.0 30.7 3.71 0.1 0.31 0.1 -2.4 -1.0 12437.0 16924.0 73.5 206567.0 84295.0 6115.0 7225.0 84.6 4782.0 5973.0 80.1 1072.0 2528.0 42.4 337.0 1086.0 270.0 70.0 1429.0 14953.0 1911.0 484.0 41.0 87.0 653.0 199.0 93.0 68.0 4.0 837.0 60.0 414.0 783.0 20.61 535.0 99.0 54.0 48.0 69.0 1.82 43.0 7.0 9.0 3.0 3.0 840.0 480.0 376.0 343.0 121.0 536.0 131.0 405.0 392.0 734.0 18.0 21642.0 2125.0 6971.0 9290.0 5587.0 796.0 21639.0 11342.0 555.0 379.0 146.0 12329.0 602.0 421.0 2.0 467.0 405.0 60.0 2.0 6.0 1.0 2206.0 586.0 607.0 49.1
12 Leicester City 28.0 47.7 38.0 418.0 3420.0 49.0 36.0 3.0 6.0 63.0 2.0 1.29 0.95 2.24 1.21 2.16 50.6 45.8 1.33 1.2 38.0 38.0 3420.0 68.0 1.79 178.0 113.0 64.0 9.0 7.0 22.0 7.0 18.4 5.0 4.0 1.0 0.0 38.0 4.0 8.0 5.0 55.4 0.29 -7.6 -0.2 132.0 497.0 26.6 1011.0 203.0 34.2 32.2 304.0 49.7 39.3 558.0 36.0 6.5 48.0 1.26 14.3 142.0 14.0 34.5 3.74 0.11 0.32 0.11 -1.6 0.2 14887.0 18871.0 78.9 249219.0 89055.0 7245.0 8221.0 88.1 6087.0 7165.0 85.0 1165.0 2422.0 48.1 319.0 1142.0 220.0 52.0 1304.0 17049.0 1739.0 464.0 76.0 93.0 496.0 135.0 70.0 41.0 6.0 724.0 83.0 393.0 744.0 19.58 540.0 52.0 50.0 38.0 87.0 2.29 59.0 2.0 8.0 7.0 3.0 700.0 412.0 345.0 292.0 63.0 517.0 170.0 347.0 367.0 777.0 11.0 23125.0 2681.0 8408.0 10293.0 4641.0 688.0 23119.0 12503.0 580.0 363.0 175.0 14797.0 548.0 313.0 2.0 410.0 397.0 83.0 5.0 5.0 5.0 2013.0 512.0 558.0 47.9
13 Liverpool 28.0 60.8 38.0 418.0 3420.0 71.0 58.0 2.0 4.0 57.0 1.0 1.87 1.53 3.39 1.82 3.34 72.6 69.5 1.91 1.83 38.0 38.0 3420.0 47.0 1.24 157.0 111.0 71.3 19.0 10.0 9.0 14.0 36.8 4.0 2.0 1.0 1.0 38.0 0.0 0.0 2.0 54.1 0.33 9.1 0.24 118.0 285.0 41.4 1278.0 217.0 18.2 26.8 195.0 26.7 31.2 400.0 23.0 5.8 89.0 2.34 19.8 203.0 7.0 33.8 5.34 0.11 0.34 0.12 -1.6 -0.5 20043.0 24361.0 82.3 352929.0 120466.0 9023.0 10114.0 89.2 8561.0 9758.0 87.7 1962.0 3283.0 59.8 458.0 1615.0 452.0 85.0 1992.0 22466.0 1811.0 416.0 103.0 198.0 799.0 235.0 56.0 155.0 1.0 860.0 84.0 383.0 1046.0 27.53 778.0 85.0 75.0 33.0 129.0 3.39 97.0 9.0 8.0 7.0 1.0 590.0 370.0 228.0 250.0 112.0 350.0 74.0 276.0 333.0 568.0 19.0 28399.0 2310.0 8119.0 13329.0 7149.0 1252.0 28395.0 17146.0 719.0 569.0 234.0 19921.0 584.0 413.0 0.0 405.0 321.0 84.0 3.0 4.0 2.0 2211.0 482.0 455.0 51.4
14 Manchester City 24.0 64.7 38.0 418.0 3420.0 92.0 69.0 9.0 10.0 44.0 1.0 2.42 1.82 4.24 2.18 4.0 78.7 71.1 2.07 1.87 38.0 38.0 3420.0 33.0 0.87 92.0 60.0 67.4 28.0 5.0 5.0 13.0 34.2 3.0 3.0 0.0 0.0 38.0 1.0 4.0 1.0 30.3 0.3 -1.7 -0.05 128.0 287.0 44.6 1259.0 163.0 19.0 27.5 164.0 29.3 31.4 312.0 20.0 6.4 40.0 1.05 16.3 205.0 20.0 34.7 5.39 0.14 0.4 0.12 13.3 11.9 23263.0 26642.0 87.3 396454.0 114920.0 11020.0 11888.0 92.7 9848.0 10836.0 90.9 1932.0 2849.0 67.8 464.0 1770.0 445.0 75.0 2073.0 25047.0 1544.0 440.0 94.0 177.0 742.0 238.0 72.0 87.0 11.0 614.0 51.0 350.0 1099.0 28.92 826.0 81.0 76.0 49.0 168.0 4.42 130.0 7.0 9.0 12.0 2.0 471.0 272.0 185.0 198.0 88.0 339.0 95.0 244.0 223.0 402.0 8.0 29895.0 2170.0 7410.0 14372.0 8301.0 1277.0 29885.0 19120.0 987.0 753.0 279.0 22992.0 406.0 298.0 0.0 347.0 384.0 51.0 9.0 3.0 1.0 1866.0 438.0 364.0 54.6
15 Manchester Utd 26.0 53.7 38.0 418.0 3420.0 56.0 42.0 3.0 3.0 78.0 2.0 1.47 1.11 2.58 1.39 2.5 67.7 65.3 1.78 1.72 38.0 38.0 3420.0 43.0 1.13 142.0 99.0 71.1 23.0 6.0 9.0 17.0 44.7 3.0 2.0 1.0 0.0 38.0 2.0 6.0 1.0 41.3 0.27 -0.7 -0.02 141.0 449.0 31.4 1032.0 128.0 32.6 32.3 179.0 63.1 47.1 526.0 15.0 2.9 32.0 0.84 14.8 206.0 20.0 34.9 5.42 0.09 0.26 0.11 -11.7 -12.3 16603.0 20525.0 80.9 276625.0 97026.0 8273.0 9294.0 89.0 6359.0 7306.0 87.0 1438.0 2651.0 54.2 478.0 1268.0 398.0 57.0 1595.0 18827.0 1619.0 325.0 105.0 165.0 517.0 196.0 71.0 47.0 4.0 715.0 79.0 420.0 1051.0 27.66 840.0 58.0 63.0 35.0 99.0 2.61 79.0 3.0 5.0 4.0 0.0 658.0 400.0 343.0 231.0 84.0 496.0 146.0 350.0 352.0 771.0 10.0 24848.0 2639.0 8093.0 10389.0 6570.0 1036.0 24845.0 14245.0 711.0 515.0 239.0 16447.0 497.0 293.0 0.0 424.0 297.0 79.0 2.0 3.0 1.0 2190.0 465.0 434.0 51.7
16 Newcastle Utd 27.0 52.3 38.0 418.0 3420.0 64.0 42.0 6.0 6.0 61.0 1.0 1.68 1.11 2.79 1.53 2.63 72.0 67.4 1.89 1.77 38.0 38.0 3418.0 33.0 0.87 127.0 94.0 75.6 19.0 14.0 5.0 14.0 36.8 5.0 2.0 2.0 1.0 38.0 0.0 8.0 2.0 33.2 0.24 2.2 0.06 126.0 378.0 33.3 722.0 246.0 31.9 32.3 222.0 66.7 49.6 441.0 35.0 7.9 74.0 1.95 18.0 184.0 15.0 32.6 4.84 0.1 0.32 0.12 -8.0 -9.4 13925.0 17837.0 78.1 246297.0 90893.0 6433.0 7370.0 87.3 5580.0 6605.0 84.5 1523.0 2774.0 54.9 435.0 1083.0 403.0 64.0 1618.0 16020.0 1746.0 447.0 88.0 142.0 740.0 270.0 106.0 90.0 15.0 728.0 71.0 370.0 1008.0 26.53 690.0 110.0 77.0 57.0 106.0 2.79 64.0 6.0 10.0 6.0 5.0 607.0 360.0 268.0 254.0 85.0 448.0 116.0 332.0 333.0 680.0 10.0 22106.0 2088.0 6757.0 9053.0 6516.0 1161.0 22100.0 12021.0 694.0 493.0 227.0 13803.0 576.0 363.0 0.0 406.0 399.0 71.0 2.0 5.0 2.0 2065.0 553.0 427.0 56.4
17 Nott'ham Forest 33.0 37.6 38.0 418.0 3420.0 36.0 22.0 3.0 6.0 84.0 0.0 0.95 0.58 1.53 0.87 1.45 39.3 34.6 1.03 0.91 38.0 38.0 3420.0 68.0 1.79 182.0 112.0 65.9 9.0 11.0 18.0 8.0 21.1 9.0 6.0 2.0 1.0 38.0 2.0 9.0 0.0 60.1 0.3 -7.9 -0.21 237.0 712.0 33.3 963.0 185.0 51.3 40.0 332.0 65.7 47.3 621.0 35.0 5.6 38.0 1.0 12.7 111.0 9.0 30.7 2.92 0.09 0.3 0.1 -3.3 -1.6 9543.0 13606.0 70.1 177315.0 72656.0 4046.0 4952.0 81.7 4071.0 5126.0 79.4 1187.0 2708.0 43.8 246.0 660.0 172.0 50.0 859.0 11801.0 1738.0 446.0 31.0 66.0 530.0 128.0 65.0 53.0 1.0 720.0 67.0 313.0 593.0 15.61 416.0 59.0 38.0 36.0 54.0 1.42 31.0 5.0 11.0 3.0 0.0 659.0 387.0 380.0 201.0 78.0 500.0 156.0 344.0 349.0 944.0 6.0 17912.0 2715.0 7420.0 6953.0 3755.0 611.0 17906.0 8674.0 435.0 308.0 111.0 9452.0 537.0 275.0 0.0 445.0 390.0 67.0 3.0 9.0 0.0 1902.0 560.0 600.0 48.3
18 Southampton 36.0 44.5 38.0 418.0 3420.0 36.0 25.0 2.0 4.0 73.0 0.0 0.95 0.66 1.61 0.89 1.55 37.7 34.5 0.99 0.91 38.0 38.0 3420.0 73.0 1.92 150.0 81.0 52.7 6.0 7.0 25.0 4.0 10.5 3.0 2.0 1.0 0.0 38.0 1.0 8.0 5.0 46.3 0.29 -21.7 -0.57 234.0 742.0 31.5 1129.0 173.0 49.9 37.9 289.0 61.9 46.6 548.0 42.0 7.7 55.0 1.45 14.8 132.0 17.0 32.0 3.47 0.08 0.26 0.09 -1.7 -0.5 12319.0 16391.0 75.2 211636.0 79814.0 5972.0 6925.0 86.2 4830.0 5823.0 82.9 1170.0 2625.0 44.6 302.0 938.0 239.0 71.0 1125.0 14585.0 1749.0 426.0 38.0 87.0 613.0 157.0 63.0 65.0 2.0 752.0 57.0 375.0 718.0 18.89 493.0 77.0 51.0 38.0 61.0 1.61 35.0 5.0 5.0 6.0 3.0 713.0 426.0 377.0 279.0 57.0 542.0 165.0 377.0 428.0 852.0 10.0 21095.0 2639.0 7452.0 8998.0 4880.0 712.0 21091.0 11323.0 588.0 453.0 131.0 12216.0 567.0 400.0 0.0 430.0 378.0 57.0 3.0 3.0 5.0 2130.0 551.0 611.0 47.4
19 Tottenham 29.0 50.0 38.0 418.0 3420.0 68.0 46.0 5.0 6.0 77.0 3.0 1.79 1.21 3.0 1.66 2.87 57.1 52.4 1.5 1.38 38.0 38.0 3420.0 63.0 1.66 172.0 109.0 65.1 18.0 6.0 14.0 10.0 26.3 4.0 3.0 1.0 0.0 38.0 1.0 7.0 1.0 55.1 0.3 -6.9 -0.18 113.0 342.0 33.0 808.0 180.0 30.8 31.0 279.0 33.3 29.7 515.0 25.0 4.9 45.0 1.18 14.3 186.0 13.0 36.3 4.89 0.12 0.34 0.1 10.9 10.6 15972.0 19672.0 81.2 277567.0 92697.0 7333.0 8180.0 89.6 6707.0 7682.0 87.3 1499.0 2669.0 56.2 386.0 1071.0 323.0 104.0 1449.0 17950.0 1655.0 404.0 74.0 165.0 719.0 203.0 113.0 51.0 0.0 664.0 67.0 414.0 910.0 23.95 692.0 60.0 55.0 38.0 116.0 3.05 84.0 7.0 9.0 7.0 2.0 619.0 353.0 325.0 215.0 79.0 428.0 148.0 280.0 340.0 762.0 19.0 23836.0 2734.0 8571.0 10329.0 5135.0 842.0 23830.0 13676.0 692.0 465.0 189.0 15864.0 521.0 356.0 1.0 424.0 353.0 67.0 5.0 4.0 1.0 1984.0 549.0 474.0 53.7
20 West Ham 25.0 42.1 38.0 418.0 3420.0 41.0 25.0 6.0 8.0 44.0 0.0 1.08 0.66 1.74 0.92 1.58 49.2 43.7 1.29 1.15 38.0 38.0 3420.0 55.0 1.45 170.0 115.0 70.0 11.0 7.0 20.0 9.0 23.7 6.0 4.0 1.0 1.0 38.0 0.0 4.0 1.0 53.2 0.29 -0.8 -0.02 212.0 553.0 38.3 738.0 167.0 53.0 38.9 279.0 58.1 43.5 560.0 31.0 5.5 26.0 0.68 12.9 133.0 13.0 28.5 3.5 0.08 0.26 0.1 -8.2 -8.7 12369.0 16357.0 75.6 219013.0 84296.0 5883.0 6778.0 86.8 4784.0 5831.0 82.0 1383.0 2753.0 50.2 340.0 990.0 212.0 80.0 1274.0 14625.0 1670.0 347.0 41.0 162.0 768.0 206.0 129.0 57.0 1.0 722.0 62.0 390.0 817.0 21.5 586.0 81.0 61.0 35.0 67.0 1.76 41.0 6.0 9.0 6.0 0.0 607.0 335.0 289.0 226.0 92.0 415.0 139.0 276.0 408.0 810.0 10.0 20411.0 2362.0 6898.0 8702.0 4994.0 756.0 20403.0 10539.0 614.0 413.0 165.0 12256.0 460.0 355.0 0.0 362.0 316.0 62.0 6.0 6.0 1.0 2023.0 620.0 587.0 51.4
21 Wolves 32.0 49.9 38.0 418.0 3420.0 28.0 12.0 3.0 3.0 85.0 6.0 0.74 0.32 1.05 0.66 0.97 36.8 34.5 0.97 0.91 38.0 38.0 3420.0 58.0 1.53 174.0 115.0 67.8 11.0 8.0 19.0 11.0 28.9 4.0 2.0 2.0 0.0 38.0 0.0 6.0 1.0 52.2 0.28 -4.8 -0.13 130.0 464.0 28.0 992.0 196.0 29.8 31.1 283.0 59.4 45.1 577.0 48.0 8.3 29.0 0.76 12.3 119.0 18.0 29.1 3.13 0.06 0.21 0.09 -8.8 -9.5 14554.0 18294.0 79.6 264071.0 87310.0 6350.0 7195.0 88.3 6306.0 7257.0 86.9 1574.0 2890.0 54.5 294.0 1110.0 252.0 71.0 1343.0 16575.0 1657.0 430.0 49.0 149.0 661.0 185.0 61.0 86.0 2.0 663.0 62.0 355.0 713.0 18.76 521.0 62.0 47.0 42.0 44.0 1.16 32.0 1.0 6.0 1.0 1.0 661.0 370.0 364.0 222.0 75.0 497.0 175.0 322.0 279.0 817.0 18.0 22539.0 2921.0 8544.0 9262.0 4960.0 686.0 22536.0 12373.0 610.0 421.0 142.0 14452.0 516.0 327.0 1.0 463.0 389.0 62.0 1.0 4.0 1.0 2052.0 465.0 542.0 46.2