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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_2020-2021_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,29.0,53.5,38.0,418.0,3420.0,53.0,38.0,6.0,6.0,49.0,5.0,1.39,1.0,2.39,1.24,2.24,51.8,47.0,1.36,1.24,38.0,38.0,3417.0,39.0,1.03,129.0,93.0,71.3,18.0,7.0,13.0,12.0,31.6,3.0,2.0,1.0,0.0,38.0,0.0,3.0,4.0,36.0,0.26,1.0,0.03,81.0,303.0,26.7,1022.0,206.0,16.7,25.2,237.0,55.7,42.4,518.0,24.0,4.6,37.0,0.97,15.9,140.0,23.0,30.9,3.68,0.1,0.34,0.11,1.2,0.0,18041.0,21807.0,82.7,306094.0,93540.0,8319.0,9236.0,90.1,7770.0,8814.0,88.2,1453.0,2621.0,55.4,332.0,1377.0,325.0,67.0,1760.0,20122.0,1624.0,440.0,34.0,133.0,751.0,207.0,86.0,64.0,12.0,663.0,61.0,311.0,813.0,21.39,623.0,44.0,45.0,46.0,95.0,2.5,69.0,2.0,6.0,8.0,2.0,456.0,252.0,206.0,184.0,66.0,368.0,113.0,255.0,351.0,643.0,16.0,25431.0,2426.0,7970.0,11384.0,6240.0,910.0,25425.0,15543.0,758.0,499.0,195.0,17924.0,511.0,260.0,1.0,346.0,400.0,61.0,5.0,3.0,4.0,1838.0,504.0,594.0,45.9
Aston Villa,24.0,48.5,38.0,418.0,3420.0,52.0,38.0,5.0,6.0,71.0,4.0,1.37,1.0,2.37,1.24,2.24,52.5,47.9,1.38,1.26,38.0,38.0,3420.0,46.0,1.21,186.0,133.0,78.0,16.0,7.0,15.0,15.0,39.5,6.0,5.0,1.0,0.0,38.0,2.0,4.0,1.0,49.2,0.24,4.2,0.11,247.0,639.0,38.7,1058.0,177.0,45.1,37.1,253.0,64.0,47.0,613.0,42.0,6.9,34.0,0.89,14.2,178.0,16.0,34.6,4.68,0.09,0.26,0.1,-0.5,-0.9,12938.0,16996.0,76.1,235927.0,93009.0,5729.0,6654.0,86.1,5222.0,6209.0,84.1,1571.0,3074.0,51.1,403.0,1086.0,323.0,76.0,1420.0,15003.0,1922.0,590.0,12.0,127.0,779.0,213.0,106.0,39.0,15.0,780.0,71.0,275.0,940.0,24.74,670.0,91.0,47.0,58.0,94.0,2.47,66.0,8.0,6.0,9.0,1.0,530.0,282.0,262.0,202.0,66.0,438.0,159.0,279.0,387.0,783.0,17.0,21113.0,2577.0,6973.0,8614.0,5759.0,947.0,21107.0,11291.0,629.0,463.0,226.0,12832.0,579.0,337.0,4.0,439.0,553.0,71.0,6.0,6.0,1.0,1906.0,728.0,665.0,52.3
Brighton,27.0,51.1,38.0,418.0,3420.0,39.0,24.0,6.0,9.0,49.0,6.0,1.03,0.63,1.66,0.87,1.5,50.9,43.8,1.34,1.15,38.0,38.0,3420.0,46.0,1.21,125.0,82.0,68.0,9.0,14.0,15.0,12.0,31.6,7.0,6.0,0.0,1.0,38.0,0.0,8.0,2.0,35.9,0.24,-8.1,-0.21,193.0,522.0,37.0,1280.0,179.0,32.1,32.3,233.0,47.6,39.1,476.0,28.0,5.9,33.0,0.87,13.7,134.0,15.0,28.0,3.53,0.07,0.25,0.09,-11.9,-10.8,15772.0,19871.0,79.4,283213.0,95248.0,6694.0,7654.0,87.5,6893.0,7960.0,86.6,1689.0,3090.0,54.7,358.0,1132.0,358.0,80.0,1516.0,18111.0,1708.0,404.0,17.0,164.0,686.0,219.0,71.0,107.0,2.0,769.0,52.0,313.0,847.0,22.29,628.0,75.0,55.0,42.0,63.0,1.66,47.0,6.0,4.0,5.0,0.0,628.0,334.0,297.0,251.0,80.0,417.0,97.0,320.0,425.0,604.0,8.0,23756.0,2489.0,7928.0,10231.0,5828.0,885.0,23747.0,13491.0,685.0,468.0,131.0,15634.0,549.0,306.0,2.0,428.0,356.0,52.0,7.0,6.0,2.0,2040.0,531.0,574.0,48.1
Burnley,25.0,42.1,38.0,418.0,3420.0,32.0,20.0,3.0,3.0,48.0,0.0,0.84,0.53,1.37,0.76,1.29,39.3,36.9,1.03,0.97,38.0,38.0,3420.0,55.0,1.45,179.0,125.0,70.9,10.0,9.0,19.0,11.0,28.9,3.0,3.0,0.0,0.0,38.0,0.0,8.0,1.0,49.1,0.26,-4.9,-0.13,317.0,841.0,37.7,846.0,143.0,69.1,47.0,298.0,85.9,59.7,600.0,34.0,5.7,78.0,2.05,18.0,124.0,15.0,32.5,3.26,0.08,0.23,0.1,-7.3,-7.9,10825.0,15562.0,69.6,196816.0,82192.0,5117.0,6058.0,84.5,3688.0,4824.0,76.5,1553.0,3535.0,43.9,267.0,923.0,292.0,80.0,1012.0,13737.0,1745.0,461.0,10.0,110.0,772.0,172.0,154.0,5.0,1.0,721.0,80.0,263.0,666.0,17.53,471.0,71.0,36.0,51.0,52.0,1.37,32.0,6.0,3.0,5.0,2.0,507.0,293.0,241.0,203.0,63.0,440.0,180.0,260.0,416.0,824.0,11.0,19391.0,2181.0,5794.0,9081.0,4683.0,699.0,19388.0,9240.0,389.0,340.0,75.0,10755.0,503.0,278.0,0.0,384.0,389.0,80.0,3.0,3.0,1.0,2000.0,874.0,854.0,50.6
Chelsea,27.0,60.9,38.0,418.0,3420.0,56.0,38.0,8.0,10.0,51.0,3.0,1.47,1.0,2.47,1.26,2.26,62.4,54.5,1.64,1.44,38.0,38.0,3420.0,36.0,0.95,107.0,71.0,69.2,19.0,10.0,9.0,18.0,47.4,4.0,3.0,1.0,0.0,38.0,1.0,5.0,1.0,31.4,0.26,-3.6,-0.1,93.0,253.0,36.8,1066.0,169.0,17.7,25.7,231.0,27.7,26.6,412.0,20.0,4.9,31.0,0.82,14.7,193.0,16.0,35.3,5.08,0.09,0.25,0.1,-6.4,-6.5,21969.0,25799.0,85.2,360450.0,112392.0,10454.0,11454.0,91.3,8965.0,9976.0,89.9,1667.0,2703.0,61.7,448.0,1441.0,377.0,70.0,1798.0,24055.0,1665.0,402.0,29.0,154.0,749.0,226.0,77.0,113.0,2.0,732.0,79.0,362.0,1018.0,26.79,790.0,81.0,55.0,43.0,95.0,2.5,69.0,6.0,6.0,10.0,0.0,612.0,341.0,257.0,282.0,73.0,420.0,83.0,337.0,382.0,661.0,16.0,29887.0,2502.0,8879.0,13917.0,7306.0,1017.0,29877.0,17519.0,895.0,663.0,243.0,21850.0,585.0,286.0,1.0,433.0,364.0,79.0,10.0,4.0,1.0,1999.0,569.0,515.0,52.5
Crystal Palace,24.0,40.6,38.0,418.0,3420.0,39.0,29.0,3.0,4.0,56.0,2.0,1.03,0.76,1.79,0.95,1.71,34.1,31.0,0.9,0.82,38.0,38.0,3420.0,66.0,1.74,174.0,107.0,63.8,12.0,8.0,18.0,8.0,21.1,4.0,3.0,1.0,0.0,38.0,1.0,9.0,0.0,51.2,0.28,-14.8,-0.39,226.0,669.0,33.8,775.0,158.0,51.0,38.7,323.0,84.8,56.3,622.0,20.0,3.2,26.0,0.68,13.6,127.0,18.0,36.8,3.34,0.1,0.28,0.09,4.9,5.0,11627.0,15597.0,74.5,193706.0,81274.0,5889.0,6882.0,85.6,4127.0,5088.0,81.1,1131.0,2449.0,46.2,264.0,838.0,232.0,54.0,1132.0,13707.0,1823.0,473.0,8.0,47.0,533.0,151.0,67.0,29.0,27.0,772.0,67.0,351.0,618.0,16.26,433.0,54.0,23.0,46.0,70.0,1.84,49.0,5.0,3.0,5.0,2.0,636.0,366.0,329.0,234.0,73.0,447.0,138.0,309.0,396.0,774.0,13.0,19798.0,2193.0,6917.0,8697.0,4410.0,653.0,19794.0,10226.0,526.0,388.0,151.0,11524.0,596.0,402.0,1.0,409.0,436.0,67.0,2.0,4.0,0.0,1923.0,685.0,658.0,51.0
Everton,29.0,46.4,38.0,418.0,3420.0,45.0,32.0,4.0,5.0,59.0,2.0,1.18,0.84,2.03,1.08,1.92,45.7,41.9,1.2,1.1,38.0,38.0,3420.0,48.0,1.26,161.0,114.0,72.0,17.0,8.0,13.0,12.0,31.6,4.0,3.0,0.0,1.0,38.0,1.0,5.0,1.0,47.8,0.28,0.8,0.02,268.0,692.0,38.7,1111.0,177.0,46.8,37.5,252.0,68.3,50.7,560.0,25.0,4.5,35.0,0.92,13.1,143.0,15.0,36.2,3.76,0.1,0.29,0.11,-0.7,-0.9,14792.0,18696.0,79.1,263227.0,93921.0,6563.0,7438.0,88.2,6125.0,7073.0,86.6,1580.0,2924.0,54.0,300.0,944.0,257.0,60.0,1184.0,17021.0,1610.0,426.0,28.0,121.0,662.0,167.0,93.0,53.0,3.0,660.0,65.0,362.0,710.0,18.68,514.0,67.0,43.0,46.0,80.0,2.11,54.0,9.0,10.0,5.0,0.0,640.0,381.0,325.0,242.0,73.0,458.0,157.0,301.0,392.0,847.0,19.0,22845.0,2729.0,8235.0,10258.0,4585.0,643.0,22840.0,12603.0,604.0,443.0,105.0,14706.0,552.0,344.0,0.0,386.0,392.0,65.0,4.0,4.0,1.0,2030.0,665.0,486.0,57.8
Fulham,28.0,49.7,38.0,418.0,3420.0,26.0,18.0,3.0,6.0,67.0,3.0,0.68,0.47,1.16,0.61,1.08,40.5,35.9,1.07,0.95,38.0,38.0,3420.0,53.0,1.39,170.0,118.0,72.9,5.0,13.0,20.0,9.0,23.7,7.0,7.0,0.0,0.0,38.0,0.0,3.0,1.0,54.5,0.29,2.5,0.07,150.0,402.0,37.3,800.0,179.0,32.5,30.0,258.0,55.0,39.5,518.0,27.0,5.2,33.0,0.87,13.0,125.0,12.0,28.7,3.29,0.05,0.18,0.08,-14.5,-12.9,15401.0,19512.0,78.9,270640.0,94395.0,6853.0,7837.0,87.4,6528.0,7611.0,85.8,1529.0,2866.0,53.3,334.0,1019.0,290.0,94.0,1354.0,17703.0,1766.0,469.0,17.0,109.0,710.0,164.0,54.0,73.0,15.0,784.0,43.0,346.0,785.0,20.66,579.0,65.0,35.0,47.0,47.0,1.24,33.0,2.0,3.0,4.0,1.0,601.0,329.0,282.0,231.0,88.0,356.0,95.0,261.0,437.0,794.0,13.0,23810.0,2407.0,8063.0,10438.0,5567.0,728.0,23804.0,13417.0,727.0,527.0,156.0,15290.0,721.0,393.0,0.0,484.0,372.0,43.0,5.0,7.0,1.0,2010.0,649.0,625.0,50.9
Leeds United,23.0,57.3,38.0,418.0,3420.0,60.0,45.0,4.0,4.0,61.0,1.0,1.58,1.18,2.76,1.47,2.66,55.6,52.5,1.46,1.38,38.0,38.0,3420.0,54.0,1.42,198.0,145.0,76.8,18.0,5.0,15.0,12.0,31.6,9.0,8.0,1.0,0.0,38.0,1.0,11.0,2.0,49.9,0.21,-2.1,-0.06,105.0,319.0,32.9,1166.0,306.0,19.1,27.1,298.0,32.2,28.9,477.0,28.0,5.9,20.0,0.53,11.8,193.0,9.0,37.3,5.08,0.11,0.29,0.1,4.4,3.5,16284.0,20629.0,78.9,286488.0,99274.0,6970.0,7933.0,87.9,7130.0,8308.0,85.8,1631.0,3014.0,54.1,394.0,1110.0,349.0,68.0,1633.0,18658.0,1895.0,467.0,27.0,205.0,786.0,229.0,115.0,78.0,1.0,809.0,76.0,364.0,924.0,24.32,701.0,73.0,63.0,31.0,108.0,2.84,81.0,6.0,8.0,5.0,0.0,740.0,417.0,378.0,279.0,83.0,406.0,149.0,257.0,397.0,646.0,26.0,24873.0,2750.0,9043.0,10345.0,5695.0,880.0,24869.0,14066.0,811.0,491.0,158.0,16154.0,667.0,319.0,0.0,432.0,410.0,76.0,3.0,9.0,2.0,2160.0,538.0,605.0,47.1
Leicester City,27.0,54.3,38.0,418.0,3420.0,64.0,45.0,10.0,12.0,61.0,0.0,1.68,1.18,2.87,1.42,2.61,55.8,46.3,1.47,1.22,38.0,38.0,3420.0,50.0,1.32,136.0,88.0,66.2,20.0,6.0,12.0,11.0,28.9,4.0,4.0,0.0,0.0,38.0,0.0,9.0,2.0,42.2,0.29,-5.8,-0.15,159.0,425.0,37.4,1038.0,181.0,32.1,33.2,210.0,43.8,37.9,484.0,20.0,4.1,19.0,0.5,13.6,170.0,20.0,35.9,4.47,0.11,0.32,0.1,8.2,7.7,17014.0,21216.0,80.2,285395.0,94092.0,7893.0,8978.0,87.9,7010.0,8113.0,86.4,1461.0,2737.0,53.4,360.0,1209.0,283.0,57.0,1464.0,19423.0,1722.0,474.0,35.0,92.0,649.0,212.0,61.0,85.0,5.0,738.0,71.0,376.0,863.0,22.71,635.0,49.0,46.0,54.0,114.0,3.0,85.0,3.0,4.0,10.0,4.0,681.0,403.0,319.0,263.0,99.0,386.0,90.0,296.0,438.0,685.0,9.0,25365.0,2268.0,7924.0,11997.0,5674.0,772.0,25353.0,13991.0,666.0,481.0,142.0,16883.0,549.0,322.0,0.0,413.0,421.0,71.0,11.0,4.0,2.0,2111.0,600.0,590.0,50.4
Liverpool,28.0,62.1,38.0,418.0,3420.0,65.0,43.0,6.0,6.0,40.0,0.0,1.71,1.13,2.84,1.55,2.68,67.5,62.9,1.78,1.66,38.0,38.0,3420.0,42.0,1.11,140.0,97.0,72.9,20.0,9.0,9.0,12.0,31.6,8.0,4.0,1.0,3.0,38.0,1.0,6.0,0.0,43.9,0.29,1.9,0.05,87.0,237.0,36.7,1107.0,196.0,16.4,26.2,209.0,26.8,29.5,403.0,21.0,5.2,95.0,2.5,18.4,204.0,22.0,33.9,5.37,0.1,0.29,0.11,-2.5,-3.9,21929.0,26226.0,83.6,360990.0,115400.0,10789.0,11862.0,91.0,8747.0,9940.0,88.0,1715.0,2969.0,57.8,455.0,1608.0,524.0,82.0,2057.0,24396.0,1765.0,409.0,44.0,156.0,862.0,257.0,51.0,147.0,2.0,811.0,65.0,357.0,1068.0,28.11,818.0,71.0,61.0,46.0,110.0,2.89,77.0,6.0,14.0,6.0,3.0,526.0,303.0,195.0,231.0,100.0,338.0,58.0,280.0,347.0,563.0,20.0,30073.0,2075.0,7215.0,14867.0,8242.0,1211.0,30067.0,19103.0,886.0,754.0,249.0,21796.0,592.0,387.0,0.0,396.0,316.0,65.0,4.0,8.0,0.0,2202.0,537.0,572.0,48.4
Manchester City,24.0,63.5,38.0,418.0,3420.0,82.0,55.0,5.0,9.0,46.0,2.0,2.16,1.45,3.61,2.03,3.47,68.2,61.2,1.8,1.61,38.0,38.0,3420.0,32.0,0.84,100.0,67.0,76.0,27.0,5.0,6.0,19.0,50.0,10.0,8.0,2.0,0.0,38.0,0.0,3.0,1.0,32.0,0.23,1.0,0.03,108.0,271.0,39.9,1003.0,171.0,20.1,28.2,163.0,42.3,37.9,333.0,19.0,5.7,44.0,1.16,16.6,211.0,21.0,35.8,5.55,0.13,0.36,0.11,13.8,15.8,23819.0,27167.0,87.7,390212.0,110951.0,11548.0,12409.0,93.1,9673.0,10628.0,91.0,1771.0,2616.0,67.7,433.0,1772.0,412.0,41.0,2051.0,25546.0,1564.0,423.0,38.0,146.0,632.0,247.0,73.0,86.0,4.0,656.0,57.0,320.0,1067.0,28.08,801.0,61.0,57.0,43.0,141.0,3.71,100.0,3.0,13.0,6.0,2.0,498.0,271.0,198.0,212.0,88.0,310.0,82.0,228.0,319.0,453.0,11.0,30700.0,1912.0,6477.0,15960.0,8504.0,1196.0,30691.0,20039.0,1096.0,863.0,340.0,23640.0,510.0,350.0,0.0,361.0,372.0,57.0,7.0,10.0,1.0,1946.0,479.0,417.0,53.5
Manchester Utd,29.0,55.7,38.0,418.0,3420.0,70.0,51.0,10.0,11.0,64.0,1.0,1.84,1.34,3.18,1.58,2.92,60.1,51.4,1.58,1.35,38.0,38.0,3420.0,44.0,1.16,141.0,98.0,71.6,21.0,11.0,6.0,13.0,34.2,4.0,4.0,0.0,0.0,38.0,1.0,9.0,2.0,39.3,0.25,-2.7,-0.07,86.0,266.0,32.3,647.0,154.0,28.1,30.1,266.0,31.6,29.4,479.0,11.0,2.3,47.0,1.24,17.0,196.0,21.0,38.1,5.16,0.12,0.31,0.1,9.9,8.6,18802.0,22626.0,83.1,310456.0,100812.0,9250.0,10261.0,90.1,7258.0,8255.0,87.9,1597.0,2585.0,61.8,414.0,1419.0,377.0,54.0,1832.0,20812.0,1738.0,433.0,34.0,211.0,640.0,197.0,83.0,87.0,4.0,760.0,76.0,401.0,953.0,25.08,720.0,73.0,58.0,46.0,127.0,3.34,94.0,5.0,9.0,9.0,2.0,551.0,311.0,252.0,239.0,60.0,418.0,116.0,302.0,386.0,634.0,20.0,26617.0,2222.0,7609.0,11950.0,7323.0,921.0,26606.0,15482.0,877.0,666.0,201.0,18673.0,536.0,360.0,0.0,452.0,400.0,76.0,9.0,4.0,2.0,2124.0,546.0,413.0,56.9
Newcastle Utd,27.0,38.8,38.0,418.0,3420.0,44.0,26.0,6.0,7.0,65.0,3.0,1.16,0.68,1.84,1.0,1.68,43.4,37.8,1.14,1.0,38.0,38.0,3420.0,62.0,1.63,188.0,128.0,69.1,12.0,9.0,17.0,7.0,18.4,5.0,4.0,1.0,0.0,38.0,1.0,4.0,3.0,53.8,0.26,-5.2,-0.14,245.0,671.0,36.5,820.0,159.0,52.8,40.1,338.0,70.4,50.0,645.0,27.0,4.2,21.0,0.55,10.5,130.0,25.0,33.3,3.42,0.1,0.29,0.1,0.6,0.2,10839.0,14709.0,73.7,197161.0,77098.0,4828.0,5635.0,85.7,4197.0,5131.0,81.8,1387.0,2879.0,48.2,289.0,739.0,207.0,83.0,903.0,12864.0,1787.0,464.0,12.0,122.0,652.0,161.0,67.0,51.0,20.0,724.0,58.0,321.0,688.0,18.11,454.0,85.0,36.0,56.0,75.0,1.97,46.0,7.0,7.0,7.0,2.0,512.0,268.0,257.0,213.0,42.0,423.0,160.0,263.0,362.0,908.0,10.0,18774.0,2524.0,7166.0,7894.0,3941.0,552.0,18767.0,9605.0,467.0,376.0,114.0,10730.0,519.0,297.0,2.0,388.0,420.0,58.0,6.0,5.0,3.0,1770.0,634.0,655.0,49.2
Sheffield Utd,27.0,41.7,38.0,418.0,3420.0,19.0,13.0,3.0,4.0,73.0,3.0,0.5,0.34,0.84,0.42,0.76,32.6,29.5,0.86,0.78,38.0,38.0,3420.0,63.0,1.66,206.0,145.0,70.9,7.0,2.0,29.0,5.0,13.2,4.0,3.0,0.0,1.0,38.0,0.0,8.0,3.0,54.3,0.26,-5.7,-0.15,263.0,817.0,32.2,866.0,128.0,64.5,45.5,281.0,91.8,64.5,578.0,33.0,5.7,34.0,0.89,12.8,92.0,5.0,28.8,2.42,0.05,0.17,0.09,-13.6,-13.5,12146.0,16264.0,74.7,207510.0,78589.0,6006.0,6905.0,87.0,4331.0,5303.0,81.7,1277.0,2840.0,45.0,253.0,946.0,253.0,65.0,1196.0,14542.0,1649.0,347.0,13.0,115.0,666.0,170.0,118.0,29.0,4.0,750.0,73.0,308.0,567.0,14.92,435.0,48.0,29.0,23.0,27.0,0.71,16.0,3.0,3.0,3.0,0.0,634.0,356.0,325.0,239.0,70.0,442.0,152.0,290.0,351.0,839.0,19.0,20351.0,2314.0,6405.0,8599.0,5537.0,615.0,20347.0,10178.0,491.0,398.0,104.0,12037.0,536.0,323.0,0.0,459.0,293.0,73.0,3.0,4.0,3.0,1802.0,718.0,798.0,47.4
Southampton,29.0,52.0,38.0,418.0,3420.0,47.0,33.0,5.0,6.0,52.0,3.0,1.24,0.87,2.11,1.11,1.97,41.2,36.6,1.09,0.96,38.0,38.0,3420.0,68.0,1.79,178.0,110.0,66.3,12.0,7.0,19.0,9.0,23.7,9.0,8.0,1.0,0.0,38.0,1.0,3.0,1.0,56.2,0.27,-10.8,-0.28,139.0,569.0,24.4,1107.0,159.0,38.4,32.6,235.0,61.3,42.0,507.0,29.0,5.7,45.0,1.18,15.6,157.0,20.0,37.6,4.13,0.1,0.27,0.09,5.8,5.4,14928.0,19288.0,77.4,239028.0,85450.0,7587.0,8659.0,87.6,5629.0,6690.0,84.1,1099.0,2547.0,43.1,294.0,894.0,261.0,36.0,1195.0,17388.0,1824.0,496.0,16.0,87.0,554.0,177.0,82.0,79.0,8.0,809.0,76.0,343.0,728.0,19.16,513.0,63.0,47.0,51.0,83.0,2.18,49.0,8.0,7.0,11.0,2.0,727.0,419.0,335.0,325.0,67.0,439.0,95.0,344.0,401.0,681.0,10.0,23607.0,2302.0,7497.0,11566.0,4756.0,698.0,23601.0,12535.0,626.0,517.0,126.0,14818.0,638.0,386.0,0.0,428.0,421.0,76.0,4.0,9.0,1.0,2010.0,527.0,713.0,42.5
Tottenham,24.0,51.6,38.0,418.0,3420.0,66.0,50.0,5.0,5.0,57.0,2.0,1.74,1.32,3.05,1.61,2.92,53.1,49.2,1.4,1.29,38.0,38.0,3420.0,45.0,1.18,155.0,113.0,77.4,18.0,8.0,12.0,12.0,31.6,10.0,10.0,0.0,0.0,38.0,0.0,3.0,3.0,45.6,0.24,3.6,0.1,159.0,408.0,39.0,814.0,180.0,38.6,32.4,264.0,35.6,28.1,590.0,23.0,3.9,24.0,0.63,13.1,167.0,35.0,38.1,4.39,0.14,0.37,0.12,12.9,11.8,16508.0,20571.0,80.2,274912.0,94098.0,7801.0,8828.0,88.4,6561.0,7603.0,86.3,1393.0,2672.0,52.1,316.0,1035.0,257.0,54.0,1330.0,18738.0,1788.0,524.0,28.0,147.0,526.0,168.0,117.0,37.0,0.0,750.0,45.0,361.0,786.0,20.68,553.0,55.0,49.0,56.0,120.0,3.16,86.0,6.0,8.0,6.0,1.0,636.0,361.0,313.0,244.0,79.0,434.0,147.0,287.0,342.0,795.0,15.0,24670.0,2577.0,7991.0,11935.0,4997.0,700.0,24665.0,13842.0,633.0,506.0,152.0,16404.0,519.0,334.0,2.0,440.0,468.0,45.0,5.0,10.0,3.0,1951.0,618.0,647.0,48.9
West Brom,30.0,37.9,38.0,418.0,3420.0,33.0,20.0,4.0,4.0,51.0,4.0,0.87,0.53,1.39,0.76,1.29,35.8,32.7,0.94,0.86,38.0,38.0,3420.0,76.0,2.0,240.0,166.0,71.3,5.0,11.0,22.0,6.0,15.8,11.0,7.0,1.0,3.0,38.0,2.0,8.0,3.0,68.0,0.25,-5.0,-0.13,301.0,916.0,32.9,1019.0,183.0,63.7,44.9,308.0,86.7,57.1,670.0,20.0,3.0,38.0,1.0,13.8,106.0,16.0,31.6,2.79,0.09,0.27,0.1,-2.8,-3.7,9769.0,13978.0,69.9,177501.0,75746.0,4418.0,5278.0,83.7,3696.0,4783.0,77.3,1273.0,2924.0,43.5,241.0,822.0,196.0,60.0,1027.0,12147.0,1756.0,463.0,13.0,105.0,604.0,144.0,75.0,21.0,16.0,727.0,75.0,275.0,568.0,14.95,407.0,60.0,27.0,39.0,53.0,1.39,40.0,3.0,3.0,5.0,1.0,581.0,328.0,329.0,192.0,60.0,455.0,159.0,296.0,435.0,876.0,13.0,18247.0,2539.0,6670.0,7517.0,4237.0,578.0,18242.0,8262.0,441.0,283.0,103.0,9668.0,613.0,313.0,0.0,404.0,412.0,75.0,4.0,11.0,3.0,1963.0,709.0,771.0,47.9
West Ham,24.0,43.2,38.0,418.0,3420.0,60.0,46.0,2.0,4.0,50.0,3.0,1.58,1.21,2.79,1.53,2.74,55.4,52.1,1.46,1.37,38.0,38.0,3420.0,47.0,1.24,147.0,103.0,70.1,19.0,8.0,11.0,11.0,28.9,5.0,3.0,1.0,1.0,38.0,0.0,7.0,4.0,42.0,0.27,-1.0,-0.03,250.0,648.0,38.6,781.0,159.0,54.9,40.5,295.0,74.2,51.4,565.0,26.0,4.6,17.0,0.45,11.0,158.0,17.0,34.1,4.16,0.13,0.37,0.12,4.6,5.9,12725.0,16901.0,75.3,225666.0,88791.0,5888.0,6864.0,85.8,4948.0,6052.0,81.8,1470.0,2860.0,51.4,340.0,1037.0,238.0,95.0,1282.0,15140.0,1687.0,398.0,15.0,109.0,775.0,167.0,92.0,60.0,1.0,741.0,74.0,357.0,823.0,21.66,576.0,92.0,56.0,53.0,106.0,2.79,73.0,12.0,13.0,7.0,0.0,514.0,280.0,269.0,195.0,50.0,405.0,124.0,281.0,437.0,779.0,11.0,20810.0,2294.0,6638.0,9343.0,5060.0,761.0,20806.0,10960.0,658.0,455.0,152.0,12606.0,491.0,318.0,1.0,375.0,354.0,74.0,3.0,5.0,4.0,2005.0,738.0,677.0,52.2
Wolves,27.0,49.3,38.0,418.0,3420.0,34.0,21.0,4.0,4.0,55.0,1.0,0.89,0.55,1.45,0.79,1.34,36.5,33.4,0.96,0.88,38.0,38.0,3420.0,52.0,1.37,152.0,102.0,70.4,12.0,9.0,17.0,10.0,26.3,8.0,7.0,1.0,0.0,38.0,1.0,9.0,3.0,46.2,0.25,-2.8,-0.07,161.0,389.0,41.4,559.0,156.0,43.3,35.4,273.0,53.8,36.7,577.0,24.0,4.2,12.0,0.32,10.5,149.0,18.0,32.5,3.92,0.07,0.2,0.08,-2.5,-3.4,15548.0,19225.0,80.9,275061.0,93014.0,6990.0,7796.0,89.7,6320.0,7342.0,86.1,1742.0,2944.0,59.2,345.0,1117.0,213.0,85.0,1283.0,17437.0,1751.0,444.0,20.0,141.0,775.0,208.0,65.0,70.0,3.0,735.0,37.0,336.0,821.0,21.61,572.0,74.0,47.0,46.0,63.0,1.66,39.0,4.0,7.0,5.0,1.0,588.0,335.0,322.0,220.0,46.0,359.0,117.0,242.0,432.0,727.0,15.0,23259.0,2190.0,7246.0,11020.0,5206.0,694.0,23255.0,13272.0,800.0,566.0,177.0,15405.0,592.0,309.0,1.0,426.0,383.0,37.0,3.0,8.0,3.0,1899.0,576.0,596.0,49.1
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 29.0 53.5 38.0 418.0 3420.0 53.0 38.0 6.0 6.0 49.0 5.0 1.39 1.0 2.39 1.24 2.24 51.8 47.0 1.36 1.24 38.0 38.0 3417.0 39.0 1.03 129.0 93.0 71.3 18.0 7.0 13.0 12.0 31.6 3.0 2.0 1.0 0.0 38.0 0.0 3.0 4.0 36.0 0.26 1.0 0.03 81.0 303.0 26.7 1022.0 206.0 16.7 25.2 237.0 55.7 42.4 518.0 24.0 4.6 37.0 0.97 15.9 140.0 23.0 30.9 3.68 0.1 0.34 0.11 1.2 0.0 18041.0 21807.0 82.7 306094.0 93540.0 8319.0 9236.0 90.1 7770.0 8814.0 88.2 1453.0 2621.0 55.4 332.0 1377.0 325.0 67.0 1760.0 20122.0 1624.0 440.0 34.0 133.0 751.0 207.0 86.0 64.0 12.0 663.0 61.0 311.0 813.0 21.39 623.0 44.0 45.0 46.0 95.0 2.5 69.0 2.0 6.0 8.0 2.0 456.0 252.0 206.0 184.0 66.0 368.0 113.0 255.0 351.0 643.0 16.0 25431.0 2426.0 7970.0 11384.0 6240.0 910.0 25425.0 15543.0 758.0 499.0 195.0 17924.0 511.0 260.0 1.0 346.0 400.0 61.0 5.0 3.0 4.0 1838.0 504.0 594.0 45.9
3 Aston Villa 24.0 48.5 38.0 418.0 3420.0 52.0 38.0 5.0 6.0 71.0 4.0 1.37 1.0 2.37 1.24 2.24 52.5 47.9 1.38 1.26 38.0 38.0 3420.0 46.0 1.21 186.0 133.0 78.0 16.0 7.0 15.0 15.0 39.5 6.0 5.0 1.0 0.0 38.0 2.0 4.0 1.0 49.2 0.24 4.2 0.11 247.0 639.0 38.7 1058.0 177.0 45.1 37.1 253.0 64.0 47.0 613.0 42.0 6.9 34.0 0.89 14.2 178.0 16.0 34.6 4.68 0.09 0.26 0.1 -0.5 -0.9 12938.0 16996.0 76.1 235927.0 93009.0 5729.0 6654.0 86.1 5222.0 6209.0 84.1 1571.0 3074.0 51.1 403.0 1086.0 323.0 76.0 1420.0 15003.0 1922.0 590.0 12.0 127.0 779.0 213.0 106.0 39.0 15.0 780.0 71.0 275.0 940.0 24.74 670.0 91.0 47.0 58.0 94.0 2.47 66.0 8.0 6.0 9.0 1.0 530.0 282.0 262.0 202.0 66.0 438.0 159.0 279.0 387.0 783.0 17.0 21113.0 2577.0 6973.0 8614.0 5759.0 947.0 21107.0 11291.0 629.0 463.0 226.0 12832.0 579.0 337.0 4.0 439.0 553.0 71.0 6.0 6.0 1.0 1906.0 728.0 665.0 52.3
4 Brighton 27.0 51.1 38.0 418.0 3420.0 39.0 24.0 6.0 9.0 49.0 6.0 1.03 0.63 1.66 0.87 1.5 50.9 43.8 1.34 1.15 38.0 38.0 3420.0 46.0 1.21 125.0 82.0 68.0 9.0 14.0 15.0 12.0 31.6 7.0 6.0 0.0 1.0 38.0 0.0 8.0 2.0 35.9 0.24 -8.1 -0.21 193.0 522.0 37.0 1280.0 179.0 32.1 32.3 233.0 47.6 39.1 476.0 28.0 5.9 33.0 0.87 13.7 134.0 15.0 28.0 3.53 0.07 0.25 0.09 -11.9 -10.8 15772.0 19871.0 79.4 283213.0 95248.0 6694.0 7654.0 87.5 6893.0 7960.0 86.6 1689.0 3090.0 54.7 358.0 1132.0 358.0 80.0 1516.0 18111.0 1708.0 404.0 17.0 164.0 686.0 219.0 71.0 107.0 2.0 769.0 52.0 313.0 847.0 22.29 628.0 75.0 55.0 42.0 63.0 1.66 47.0 6.0 4.0 5.0 0.0 628.0 334.0 297.0 251.0 80.0 417.0 97.0 320.0 425.0 604.0 8.0 23756.0 2489.0 7928.0 10231.0 5828.0 885.0 23747.0 13491.0 685.0 468.0 131.0 15634.0 549.0 306.0 2.0 428.0 356.0 52.0 7.0 6.0 2.0 2040.0 531.0 574.0 48.1
5 Burnley 25.0 42.1 38.0 418.0 3420.0 32.0 20.0 3.0 3.0 48.0 0.0 0.84 0.53 1.37 0.76 1.29 39.3 36.9 1.03 0.97 38.0 38.0 3420.0 55.0 1.45 179.0 125.0 70.9 10.0 9.0 19.0 11.0 28.9 3.0 3.0 0.0 0.0 38.0 0.0 8.0 1.0 49.1 0.26 -4.9 -0.13 317.0 841.0 37.7 846.0 143.0 69.1 47.0 298.0 85.9 59.7 600.0 34.0 5.7 78.0 2.05 18.0 124.0 15.0 32.5 3.26 0.08 0.23 0.1 -7.3 -7.9 10825.0 15562.0 69.6 196816.0 82192.0 5117.0 6058.0 84.5 3688.0 4824.0 76.5 1553.0 3535.0 43.9 267.0 923.0 292.0 80.0 1012.0 13737.0 1745.0 461.0 10.0 110.0 772.0 172.0 154.0 5.0 1.0 721.0 80.0 263.0 666.0 17.53 471.0 71.0 36.0 51.0 52.0 1.37 32.0 6.0 3.0 5.0 2.0 507.0 293.0 241.0 203.0 63.0 440.0 180.0 260.0 416.0 824.0 11.0 19391.0 2181.0 5794.0 9081.0 4683.0 699.0 19388.0 9240.0 389.0 340.0 75.0 10755.0 503.0 278.0 0.0 384.0 389.0 80.0 3.0 3.0 1.0 2000.0 874.0 854.0 50.6
6 Chelsea 27.0 60.9 38.0 418.0 3420.0 56.0 38.0 8.0 10.0 51.0 3.0 1.47 1.0 2.47 1.26 2.26 62.4 54.5 1.64 1.44 38.0 38.0 3420.0 36.0 0.95 107.0 71.0 69.2 19.0 10.0 9.0 18.0 47.4 4.0 3.0 1.0 0.0 38.0 1.0 5.0 1.0 31.4 0.26 -3.6 -0.1 93.0 253.0 36.8 1066.0 169.0 17.7 25.7 231.0 27.7 26.6 412.0 20.0 4.9 31.0 0.82 14.7 193.0 16.0 35.3 5.08 0.09 0.25 0.1 -6.4 -6.5 21969.0 25799.0 85.2 360450.0 112392.0 10454.0 11454.0 91.3 8965.0 9976.0 89.9 1667.0 2703.0 61.7 448.0 1441.0 377.0 70.0 1798.0 24055.0 1665.0 402.0 29.0 154.0 749.0 226.0 77.0 113.0 2.0 732.0 79.0 362.0 1018.0 26.79 790.0 81.0 55.0 43.0 95.0 2.5 69.0 6.0 6.0 10.0 0.0 612.0 341.0 257.0 282.0 73.0 420.0 83.0 337.0 382.0 661.0 16.0 29887.0 2502.0 8879.0 13917.0 7306.0 1017.0 29877.0 17519.0 895.0 663.0 243.0 21850.0 585.0 286.0 1.0 433.0 364.0 79.0 10.0 4.0 1.0 1999.0 569.0 515.0 52.5
7 Crystal Palace 24.0 40.6 38.0 418.0 3420.0 39.0 29.0 3.0 4.0 56.0 2.0 1.03 0.76 1.79 0.95 1.71 34.1 31.0 0.9 0.82 38.0 38.0 3420.0 66.0 1.74 174.0 107.0 63.8 12.0 8.0 18.0 8.0 21.1 4.0 3.0 1.0 0.0 38.0 1.0 9.0 0.0 51.2 0.28 -14.8 -0.39 226.0 669.0 33.8 775.0 158.0 51.0 38.7 323.0 84.8 56.3 622.0 20.0 3.2 26.0 0.68 13.6 127.0 18.0 36.8 3.34 0.1 0.28 0.09 4.9 5.0 11627.0 15597.0 74.5 193706.0 81274.0 5889.0 6882.0 85.6 4127.0 5088.0 81.1 1131.0 2449.0 46.2 264.0 838.0 232.0 54.0 1132.0 13707.0 1823.0 473.0 8.0 47.0 533.0 151.0 67.0 29.0 27.0 772.0 67.0 351.0 618.0 16.26 433.0 54.0 23.0 46.0 70.0 1.84 49.0 5.0 3.0 5.0 2.0 636.0 366.0 329.0 234.0 73.0 447.0 138.0 309.0 396.0 774.0 13.0 19798.0 2193.0 6917.0 8697.0 4410.0 653.0 19794.0 10226.0 526.0 388.0 151.0 11524.0 596.0 402.0 1.0 409.0 436.0 67.0 2.0 4.0 0.0 1923.0 685.0 658.0 51.0
8 Everton 29.0 46.4 38.0 418.0 3420.0 45.0 32.0 4.0 5.0 59.0 2.0 1.18 0.84 2.03 1.08 1.92 45.7 41.9 1.2 1.1 38.0 38.0 3420.0 48.0 1.26 161.0 114.0 72.0 17.0 8.0 13.0 12.0 31.6 4.0 3.0 0.0 1.0 38.0 1.0 5.0 1.0 47.8 0.28 0.8 0.02 268.0 692.0 38.7 1111.0 177.0 46.8 37.5 252.0 68.3 50.7 560.0 25.0 4.5 35.0 0.92 13.1 143.0 15.0 36.2 3.76 0.1 0.29 0.11 -0.7 -0.9 14792.0 18696.0 79.1 263227.0 93921.0 6563.0 7438.0 88.2 6125.0 7073.0 86.6 1580.0 2924.0 54.0 300.0 944.0 257.0 60.0 1184.0 17021.0 1610.0 426.0 28.0 121.0 662.0 167.0 93.0 53.0 3.0 660.0 65.0 362.0 710.0 18.68 514.0 67.0 43.0 46.0 80.0 2.11 54.0 9.0 10.0 5.0 0.0 640.0 381.0 325.0 242.0 73.0 458.0 157.0 301.0 392.0 847.0 19.0 22845.0 2729.0 8235.0 10258.0 4585.0 643.0 22840.0 12603.0 604.0 443.0 105.0 14706.0 552.0 344.0 0.0 386.0 392.0 65.0 4.0 4.0 1.0 2030.0 665.0 486.0 57.8
9 Fulham 28.0 49.7 38.0 418.0 3420.0 26.0 18.0 3.0 6.0 67.0 3.0 0.68 0.47 1.16 0.61 1.08 40.5 35.9 1.07 0.95 38.0 38.0 3420.0 53.0 1.39 170.0 118.0 72.9 5.0 13.0 20.0 9.0 23.7 7.0 7.0 0.0 0.0 38.0 0.0 3.0 1.0 54.5 0.29 2.5 0.07 150.0 402.0 37.3 800.0 179.0 32.5 30.0 258.0 55.0 39.5 518.0 27.0 5.2 33.0 0.87 13.0 125.0 12.0 28.7 3.29 0.05 0.18 0.08 -14.5 -12.9 15401.0 19512.0 78.9 270640.0 94395.0 6853.0 7837.0 87.4 6528.0 7611.0 85.8 1529.0 2866.0 53.3 334.0 1019.0 290.0 94.0 1354.0 17703.0 1766.0 469.0 17.0 109.0 710.0 164.0 54.0 73.0 15.0 784.0 43.0 346.0 785.0 20.66 579.0 65.0 35.0 47.0 47.0 1.24 33.0 2.0 3.0 4.0 1.0 601.0 329.0 282.0 231.0 88.0 356.0 95.0 261.0 437.0 794.0 13.0 23810.0 2407.0 8063.0 10438.0 5567.0 728.0 23804.0 13417.0 727.0 527.0 156.0 15290.0 721.0 393.0 0.0 484.0 372.0 43.0 5.0 7.0 1.0 2010.0 649.0 625.0 50.9
10 Leeds United 23.0 57.3 38.0 418.0 3420.0 60.0 45.0 4.0 4.0 61.0 1.0 1.58 1.18 2.76 1.47 2.66 55.6 52.5 1.46 1.38 38.0 38.0 3420.0 54.0 1.42 198.0 145.0 76.8 18.0 5.0 15.0 12.0 31.6 9.0 8.0 1.0 0.0 38.0 1.0 11.0 2.0 49.9 0.21 -2.1 -0.06 105.0 319.0 32.9 1166.0 306.0 19.1 27.1 298.0 32.2 28.9 477.0 28.0 5.9 20.0 0.53 11.8 193.0 9.0 37.3 5.08 0.11 0.29 0.1 4.4 3.5 16284.0 20629.0 78.9 286488.0 99274.0 6970.0 7933.0 87.9 7130.0 8308.0 85.8 1631.0 3014.0 54.1 394.0 1110.0 349.0 68.0 1633.0 18658.0 1895.0 467.0 27.0 205.0 786.0 229.0 115.0 78.0 1.0 809.0 76.0 364.0 924.0 24.32 701.0 73.0 63.0 31.0 108.0 2.84 81.0 6.0 8.0 5.0 0.0 740.0 417.0 378.0 279.0 83.0 406.0 149.0 257.0 397.0 646.0 26.0 24873.0 2750.0 9043.0 10345.0 5695.0 880.0 24869.0 14066.0 811.0 491.0 158.0 16154.0 667.0 319.0 0.0 432.0 410.0 76.0 3.0 9.0 2.0 2160.0 538.0 605.0 47.1
11 Leicester City 27.0 54.3 38.0 418.0 3420.0 64.0 45.0 10.0 12.0 61.0 0.0 1.68 1.18 2.87 1.42 2.61 55.8 46.3 1.47 1.22 38.0 38.0 3420.0 50.0 1.32 136.0 88.0 66.2 20.0 6.0 12.0 11.0 28.9 4.0 4.0 0.0 0.0 38.0 0.0 9.0 2.0 42.2 0.29 -5.8 -0.15 159.0 425.0 37.4 1038.0 181.0 32.1 33.2 210.0 43.8 37.9 484.0 20.0 4.1 19.0 0.5 13.6 170.0 20.0 35.9 4.47 0.11 0.32 0.1 8.2 7.7 17014.0 21216.0 80.2 285395.0 94092.0 7893.0 8978.0 87.9 7010.0 8113.0 86.4 1461.0 2737.0 53.4 360.0 1209.0 283.0 57.0 1464.0 19423.0 1722.0 474.0 35.0 92.0 649.0 212.0 61.0 85.0 5.0 738.0 71.0 376.0 863.0 22.71 635.0 49.0 46.0 54.0 114.0 3.0 85.0 3.0 4.0 10.0 4.0 681.0 403.0 319.0 263.0 99.0 386.0 90.0 296.0 438.0 685.0 9.0 25365.0 2268.0 7924.0 11997.0 5674.0 772.0 25353.0 13991.0 666.0 481.0 142.0 16883.0 549.0 322.0 0.0 413.0 421.0 71.0 11.0 4.0 2.0 2111.0 600.0 590.0 50.4
12 Liverpool 28.0 62.1 38.0 418.0 3420.0 65.0 43.0 6.0 6.0 40.0 0.0 1.71 1.13 2.84 1.55 2.68 67.5 62.9 1.78 1.66 38.0 38.0 3420.0 42.0 1.11 140.0 97.0 72.9 20.0 9.0 9.0 12.0 31.6 8.0 4.0 1.0 3.0 38.0 1.0 6.0 0.0 43.9 0.29 1.9 0.05 87.0 237.0 36.7 1107.0 196.0 16.4 26.2 209.0 26.8 29.5 403.0 21.0 5.2 95.0 2.5 18.4 204.0 22.0 33.9 5.37 0.1 0.29 0.11 -2.5 -3.9 21929.0 26226.0 83.6 360990.0 115400.0 10789.0 11862.0 91.0 8747.0 9940.0 88.0 1715.0 2969.0 57.8 455.0 1608.0 524.0 82.0 2057.0 24396.0 1765.0 409.0 44.0 156.0 862.0 257.0 51.0 147.0 2.0 811.0 65.0 357.0 1068.0 28.11 818.0 71.0 61.0 46.0 110.0 2.89 77.0 6.0 14.0 6.0 3.0 526.0 303.0 195.0 231.0 100.0 338.0 58.0 280.0 347.0 563.0 20.0 30073.0 2075.0 7215.0 14867.0 8242.0 1211.0 30067.0 19103.0 886.0 754.0 249.0 21796.0 592.0 387.0 0.0 396.0 316.0 65.0 4.0 8.0 0.0 2202.0 537.0 572.0 48.4
13 Manchester City 24.0 63.5 38.0 418.0 3420.0 82.0 55.0 5.0 9.0 46.0 2.0 2.16 1.45 3.61 2.03 3.47 68.2 61.2 1.8 1.61 38.0 38.0 3420.0 32.0 0.84 100.0 67.0 76.0 27.0 5.0 6.0 19.0 50.0 10.0 8.0 2.0 0.0 38.0 0.0 3.0 1.0 32.0 0.23 1.0 0.03 108.0 271.0 39.9 1003.0 171.0 20.1 28.2 163.0 42.3 37.9 333.0 19.0 5.7 44.0 1.16 16.6 211.0 21.0 35.8 5.55 0.13 0.36 0.11 13.8 15.8 23819.0 27167.0 87.7 390212.0 110951.0 11548.0 12409.0 93.1 9673.0 10628.0 91.0 1771.0 2616.0 67.7 433.0 1772.0 412.0 41.0 2051.0 25546.0 1564.0 423.0 38.0 146.0 632.0 247.0 73.0 86.0 4.0 656.0 57.0 320.0 1067.0 28.08 801.0 61.0 57.0 43.0 141.0 3.71 100.0 3.0 13.0 6.0 2.0 498.0 271.0 198.0 212.0 88.0 310.0 82.0 228.0 319.0 453.0 11.0 30700.0 1912.0 6477.0 15960.0 8504.0 1196.0 30691.0 20039.0 1096.0 863.0 340.0 23640.0 510.0 350.0 0.0 361.0 372.0 57.0 7.0 10.0 1.0 1946.0 479.0 417.0 53.5
14 Manchester Utd 29.0 55.7 38.0 418.0 3420.0 70.0 51.0 10.0 11.0 64.0 1.0 1.84 1.34 3.18 1.58 2.92 60.1 51.4 1.58 1.35 38.0 38.0 3420.0 44.0 1.16 141.0 98.0 71.6 21.0 11.0 6.0 13.0 34.2 4.0 4.0 0.0 0.0 38.0 1.0 9.0 2.0 39.3 0.25 -2.7 -0.07 86.0 266.0 32.3 647.0 154.0 28.1 30.1 266.0 31.6 29.4 479.0 11.0 2.3 47.0 1.24 17.0 196.0 21.0 38.1 5.16 0.12 0.31 0.1 9.9 8.6 18802.0 22626.0 83.1 310456.0 100812.0 9250.0 10261.0 90.1 7258.0 8255.0 87.9 1597.0 2585.0 61.8 414.0 1419.0 377.0 54.0 1832.0 20812.0 1738.0 433.0 34.0 211.0 640.0 197.0 83.0 87.0 4.0 760.0 76.0 401.0 953.0 25.08 720.0 73.0 58.0 46.0 127.0 3.34 94.0 5.0 9.0 9.0 2.0 551.0 311.0 252.0 239.0 60.0 418.0 116.0 302.0 386.0 634.0 20.0 26617.0 2222.0 7609.0 11950.0 7323.0 921.0 26606.0 15482.0 877.0 666.0 201.0 18673.0 536.0 360.0 0.0 452.0 400.0 76.0 9.0 4.0 2.0 2124.0 546.0 413.0 56.9
15 Newcastle Utd 27.0 38.8 38.0 418.0 3420.0 44.0 26.0 6.0 7.0 65.0 3.0 1.16 0.68 1.84 1.0 1.68 43.4 37.8 1.14 1.0 38.0 38.0 3420.0 62.0 1.63 188.0 128.0 69.1 12.0 9.0 17.0 7.0 18.4 5.0 4.0 1.0 0.0 38.0 1.0 4.0 3.0 53.8 0.26 -5.2 -0.14 245.0 671.0 36.5 820.0 159.0 52.8 40.1 338.0 70.4 50.0 645.0 27.0 4.2 21.0 0.55 10.5 130.0 25.0 33.3 3.42 0.1 0.29 0.1 0.6 0.2 10839.0 14709.0 73.7 197161.0 77098.0 4828.0 5635.0 85.7 4197.0 5131.0 81.8 1387.0 2879.0 48.2 289.0 739.0 207.0 83.0 903.0 12864.0 1787.0 464.0 12.0 122.0 652.0 161.0 67.0 51.0 20.0 724.0 58.0 321.0 688.0 18.11 454.0 85.0 36.0 56.0 75.0 1.97 46.0 7.0 7.0 7.0 2.0 512.0 268.0 257.0 213.0 42.0 423.0 160.0 263.0 362.0 908.0 10.0 18774.0 2524.0 7166.0 7894.0 3941.0 552.0 18767.0 9605.0 467.0 376.0 114.0 10730.0 519.0 297.0 2.0 388.0 420.0 58.0 6.0 5.0 3.0 1770.0 634.0 655.0 49.2
16 Sheffield Utd 27.0 41.7 38.0 418.0 3420.0 19.0 13.0 3.0 4.0 73.0 3.0 0.5 0.34 0.84 0.42 0.76 32.6 29.5 0.86 0.78 38.0 38.0 3420.0 63.0 1.66 206.0 145.0 70.9 7.0 2.0 29.0 5.0 13.2 4.0 3.0 0.0 1.0 38.0 0.0 8.0 3.0 54.3 0.26 -5.7 -0.15 263.0 817.0 32.2 866.0 128.0 64.5 45.5 281.0 91.8 64.5 578.0 33.0 5.7 34.0 0.89 12.8 92.0 5.0 28.8 2.42 0.05 0.17 0.09 -13.6 -13.5 12146.0 16264.0 74.7 207510.0 78589.0 6006.0 6905.0 87.0 4331.0 5303.0 81.7 1277.0 2840.0 45.0 253.0 946.0 253.0 65.0 1196.0 14542.0 1649.0 347.0 13.0 115.0 666.0 170.0 118.0 29.0 4.0 750.0 73.0 308.0 567.0 14.92 435.0 48.0 29.0 23.0 27.0 0.71 16.0 3.0 3.0 3.0 0.0 634.0 356.0 325.0 239.0 70.0 442.0 152.0 290.0 351.0 839.0 19.0 20351.0 2314.0 6405.0 8599.0 5537.0 615.0 20347.0 10178.0 491.0 398.0 104.0 12037.0 536.0 323.0 0.0 459.0 293.0 73.0 3.0 4.0 3.0 1802.0 718.0 798.0 47.4
17 Southampton 29.0 52.0 38.0 418.0 3420.0 47.0 33.0 5.0 6.0 52.0 3.0 1.24 0.87 2.11 1.11 1.97 41.2 36.6 1.09 0.96 38.0 38.0 3420.0 68.0 1.79 178.0 110.0 66.3 12.0 7.0 19.0 9.0 23.7 9.0 8.0 1.0 0.0 38.0 1.0 3.0 1.0 56.2 0.27 -10.8 -0.28 139.0 569.0 24.4 1107.0 159.0 38.4 32.6 235.0 61.3 42.0 507.0 29.0 5.7 45.0 1.18 15.6 157.0 20.0 37.6 4.13 0.1 0.27 0.09 5.8 5.4 14928.0 19288.0 77.4 239028.0 85450.0 7587.0 8659.0 87.6 5629.0 6690.0 84.1 1099.0 2547.0 43.1 294.0 894.0 261.0 36.0 1195.0 17388.0 1824.0 496.0 16.0 87.0 554.0 177.0 82.0 79.0 8.0 809.0 76.0 343.0 728.0 19.16 513.0 63.0 47.0 51.0 83.0 2.18 49.0 8.0 7.0 11.0 2.0 727.0 419.0 335.0 325.0 67.0 439.0 95.0 344.0 401.0 681.0 10.0 23607.0 2302.0 7497.0 11566.0 4756.0 698.0 23601.0 12535.0 626.0 517.0 126.0 14818.0 638.0 386.0 0.0 428.0 421.0 76.0 4.0 9.0 1.0 2010.0 527.0 713.0 42.5
18 Tottenham 24.0 51.6 38.0 418.0 3420.0 66.0 50.0 5.0 5.0 57.0 2.0 1.74 1.32 3.05 1.61 2.92 53.1 49.2 1.4 1.29 38.0 38.0 3420.0 45.0 1.18 155.0 113.0 77.4 18.0 8.0 12.0 12.0 31.6 10.0 10.0 0.0 0.0 38.0 0.0 3.0 3.0 45.6 0.24 3.6 0.1 159.0 408.0 39.0 814.0 180.0 38.6 32.4 264.0 35.6 28.1 590.0 23.0 3.9 24.0 0.63 13.1 167.0 35.0 38.1 4.39 0.14 0.37 0.12 12.9 11.8 16508.0 20571.0 80.2 274912.0 94098.0 7801.0 8828.0 88.4 6561.0 7603.0 86.3 1393.0 2672.0 52.1 316.0 1035.0 257.0 54.0 1330.0 18738.0 1788.0 524.0 28.0 147.0 526.0 168.0 117.0 37.0 0.0 750.0 45.0 361.0 786.0 20.68 553.0 55.0 49.0 56.0 120.0 3.16 86.0 6.0 8.0 6.0 1.0 636.0 361.0 313.0 244.0 79.0 434.0 147.0 287.0 342.0 795.0 15.0 24670.0 2577.0 7991.0 11935.0 4997.0 700.0 24665.0 13842.0 633.0 506.0 152.0 16404.0 519.0 334.0 2.0 440.0 468.0 45.0 5.0 10.0 3.0 1951.0 618.0 647.0 48.9
19 West Brom 30.0 37.9 38.0 418.0 3420.0 33.0 20.0 4.0 4.0 51.0 4.0 0.87 0.53 1.39 0.76 1.29 35.8 32.7 0.94 0.86 38.0 38.0 3420.0 76.0 2.0 240.0 166.0 71.3 5.0 11.0 22.0 6.0 15.8 11.0 7.0 1.0 3.0 38.0 2.0 8.0 3.0 68.0 0.25 -5.0 -0.13 301.0 916.0 32.9 1019.0 183.0 63.7 44.9 308.0 86.7 57.1 670.0 20.0 3.0 38.0 1.0 13.8 106.0 16.0 31.6 2.79 0.09 0.27 0.1 -2.8 -3.7 9769.0 13978.0 69.9 177501.0 75746.0 4418.0 5278.0 83.7 3696.0 4783.0 77.3 1273.0 2924.0 43.5 241.0 822.0 196.0 60.0 1027.0 12147.0 1756.0 463.0 13.0 105.0 604.0 144.0 75.0 21.0 16.0 727.0 75.0 275.0 568.0 14.95 407.0 60.0 27.0 39.0 53.0 1.39 40.0 3.0 3.0 5.0 1.0 581.0 328.0 329.0 192.0 60.0 455.0 159.0 296.0 435.0 876.0 13.0 18247.0 2539.0 6670.0 7517.0 4237.0 578.0 18242.0 8262.0 441.0 283.0 103.0 9668.0 613.0 313.0 0.0 404.0 412.0 75.0 4.0 11.0 3.0 1963.0 709.0 771.0 47.9
20 West Ham 24.0 43.2 38.0 418.0 3420.0 60.0 46.0 2.0 4.0 50.0 3.0 1.58 1.21 2.79 1.53 2.74 55.4 52.1 1.46 1.37 38.0 38.0 3420.0 47.0 1.24 147.0 103.0 70.1 19.0 8.0 11.0 11.0 28.9 5.0 3.0 1.0 1.0 38.0 0.0 7.0 4.0 42.0 0.27 -1.0 -0.03 250.0 648.0 38.6 781.0 159.0 54.9 40.5 295.0 74.2 51.4 565.0 26.0 4.6 17.0 0.45 11.0 158.0 17.0 34.1 4.16 0.13 0.37 0.12 4.6 5.9 12725.0 16901.0 75.3 225666.0 88791.0 5888.0 6864.0 85.8 4948.0 6052.0 81.8 1470.0 2860.0 51.4 340.0 1037.0 238.0 95.0 1282.0 15140.0 1687.0 398.0 15.0 109.0 775.0 167.0 92.0 60.0 1.0 741.0 74.0 357.0 823.0 21.66 576.0 92.0 56.0 53.0 106.0 2.79 73.0 12.0 13.0 7.0 0.0 514.0 280.0 269.0 195.0 50.0 405.0 124.0 281.0 437.0 779.0 11.0 20810.0 2294.0 6638.0 9343.0 5060.0 761.0 20806.0 10960.0 658.0 455.0 152.0 12606.0 491.0 318.0 1.0 375.0 354.0 74.0 3.0 5.0 4.0 2005.0 738.0 677.0 52.2
21 Wolves 27.0 49.3 38.0 418.0 3420.0 34.0 21.0 4.0 4.0 55.0 1.0 0.89 0.55 1.45 0.79 1.34 36.5 33.4 0.96 0.88 38.0 38.0 3420.0 52.0 1.37 152.0 102.0 70.4 12.0 9.0 17.0 10.0 26.3 8.0 7.0 1.0 0.0 38.0 1.0 9.0 3.0 46.2 0.25 -2.8 -0.07 161.0 389.0 41.4 559.0 156.0 43.3 35.4 273.0 53.8 36.7 577.0 24.0 4.2 12.0 0.32 10.5 149.0 18.0 32.5 3.92 0.07 0.2 0.08 -2.5 -3.4 15548.0 19225.0 80.9 275061.0 93014.0 6990.0 7796.0 89.7 6320.0 7342.0 86.1 1742.0 2944.0 59.2 345.0 1117.0 213.0 85.0 1283.0 17437.0 1751.0 444.0 20.0 141.0 775.0 208.0 65.0 70.0 3.0 735.0 37.0 336.0 821.0 21.61 572.0 74.0 47.0 46.0 63.0 1.66 39.0 4.0 7.0 5.0 1.0 588.0 335.0 322.0 220.0 46.0 359.0 117.0 242.0 432.0 727.0 15.0 23259.0 2190.0 7246.0 11020.0 5206.0 694.0 23255.0 13272.0 800.0 566.0 177.0 15405.0 592.0 309.0 1.0 426.0 383.0 37.0 3.0 8.0 3.0 1899.0 576.0 596.0 49.1