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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_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,27.0,52.8,38.0,418.0,3420.0,60.0,41.0,5.0,8.0,67.0,4.0,1.58,1.08,2.66,1.45,2.53,60.5,55.1,1.59,1.45,38.0,38.0,3420.0,48.0,1.26,147.0,100.0,70.7,22.0,3.0,13.0,13.0,34.2,6.0,5.0,0.0,1.0,38.0,0.0,3.0,1.0,47.6,0.29,0.6,0.02,151.0,533.0,28.3,1070.0,175.0,34.9,33.3,218.0,73.4,54.3,487.0,32.0,6.6,61.0,1.61,15.6,186.0,21.0,32.0,4.89,0.09,0.3,0.1,-0.5,-0.1,16176.0,19843.0,81.5,280868.0,91114.0,7325.0,8210.0,89.2,7187.0,8140.0,88.3,1326.0,2584.0,51.3,437.0,1354.0,329.0,74.0,1655.0,18149.0,1628.0,404.0,77.0,132.0,633.0,208.0,153.0,23.0,5.0,679.0,66.0,309.0,1030.0,27.11,788.0,68.0,66.0,39.0,99.0,2.61,69.0,8.0,13.0,4.0,1.0,540.0,311.0,261.0,195.0,84.0,386.0,123.0,263.0,296.0,658.0,20.0,23780.0,2227.0,7151.0,10336.0,6491.0,982.0,23772.0,13993.0,734.0,494.0,223.0,16066.0,557.0,337.0,3.0,365.0,357.0,66.0,6.0,6.0,1.0,1861.0,463.0,572.0,44.7
Aston Villa,31.0,46.5,38.0,418.0,3420.0,50.0,42.0,3.0,3.0,81.0,2.0,1.32,1.11,2.42,1.24,2.34,44.0,42.0,1.16,1.1,38.0,38.0,3420.0,54.0,1.42,149.0,96.0,66.4,13.0,6.0,19.0,11.0,28.9,6.0,4.0,1.0,1.0,38.0,2.0,5.0,2.0,46.5,0.29,-5.5,-0.14,157.0,442.0,35.5,882.0,176.0,36.4,33.6,301.0,40.2,35.0,513.0,40.0,7.8,34.0,0.89,14.8,159.0,20.0,34.5,4.18,0.1,0.3,0.09,6.0,5.0,12748.0,16499.0,77.3,220973.0,85405.0,5916.0,6803.0,87.0,5184.0,6136.0,84.5,1239.0,2571.0,48.2,356.0,1019.0,293.0,70.0,1300.0,14615.0,1832.0,525.0,71.0,97.0,670.0,196.0,111.0,42.0,11.0,716.0,52.0,278.0,837.0,22.03,608.0,85.0,41.0,48.0,93.0,2.45,65.0,9.0,7.0,3.0,0.0,634.0,382.0,300.0,259.0,75.0,453.0,140.0,313.0,339.0,693.0,13.0,20609.0,2411.0,6876.0,8896.0,5049.0,825.0,20606.0,11796.0,653.0,422.0,166.0,12668.0,595.0,344.0,1.0,401.0,504.0,52.0,2.0,6.0,2.0,1850.0,538.0,561.0,49.0
Brentford,29.0,44.8,38.0,418.0,3420.0,46.0,33.0,6.0,6.0,65.0,3.0,1.21,0.87,2.08,1.05,1.92,45.8,41.1,1.21,1.08,38.0,38.0,3420.0,56.0,1.47,179.0,125.0,71.5,13.0,7.0,18.0,9.0,23.7,5.0,5.0,0.0,0.0,38.0,1.0,8.0,2.0,49.4,0.25,-4.6,-0.12,298.0,768.0,38.8,1357.0,184.0,43.1,35.4,298.0,61.4,45.5,626.0,37.0,5.9,58.0,1.53,16.4,141.0,11.0,32.3,3.71,0.09,0.28,0.1,0.2,-1.1,11676.0,16272.0,71.8,211867.0,85983.0,5201.0,6312.0,82.4,4797.0,6120.0,78.4,1357.0,2852.0,47.6,311.0,942.0,262.0,81.0,1189.0,14443.0,1763.0,432.0,50.0,70.0,640.0,159.0,84.0,47.0,9.0,778.0,66.0,333.0,739.0,19.45,487.0,96.0,62.0,43.0,78.0,2.05,46.0,11.0,8.0,9.0,0.0,607.0,342.0,299.0,228.0,80.0,383.0,113.0,270.0,393.0,863.0,7.0,20462.0,2793.0,7862.0,8201.0,4566.0,819.0,20456.0,10280.0,450.0,332.0,102.0,11565.0,563.0,291.0,2.0,371.0,363.0,66.0,6.0,5.0,2.0,2061.0,717.0,728.0,49.6
Brighton,26.0,54.4,38.0,418.0,3420.0,40.0,30.0,4.0,7.0,72.0,2.0,1.05,0.79,1.84,0.95,1.74,46.2,40.7,1.21,1.07,38.0,38.0,3419.0,44.0,1.16,145.0,104.0,71.7,12.0,15.0,11.0,11.0,28.9,4.0,3.0,0.0,1.0,38.0,1.0,6.0,0.0,42.5,0.28,-1.5,-0.04,161.0,568.0,28.3,1317.0,188.0,31.4,32.8,241.0,64.3,48.8,535.0,60.0,11.2,36.0,0.95,12.8,141.0,15.0,29.3,3.71,0.07,0.26,0.09,-6.2,-4.7,16410.0,20588.0,79.7,288827.0,95307.0,7195.0,8172.0,88.0,7130.0,8208.0,86.9,1579.0,2953.0,53.5,356.0,1187.0,342.0,72.0,1547.0,18838.0,1697.0,390.0,58.0,152.0,728.0,200.0,84.0,96.0,0.0,784.0,53.0,397.0,870.0,22.89,630.0,84.0,55.0,40.0,72.0,1.89,49.0,8.0,6.0,4.0,1.0,668.0,403.0,306.0,257.0,105.0,480.0,150.0,330.0,358.0,723.0,12.0,24854.0,2629.0,8034.0,10520.0,6505.0,876.0,24847.0,13919.0,676.0,519.0,139.0,16278.0,598.0,349.0,0.0,393.0,355.0,53.0,4.0,4.0,0.0,2154.0,569.0,498.0,53.3
Burnley,23.0,40.2,38.0,418.0,3420.0,32.0,26.0,1.0,2.0,68.0,2.0,0.84,0.68,1.53,0.82,1.5,39.7,38.1,1.05,1.0,38.0,38.0,3420.0,53.0,1.39,178.0,127.0,73.0,7.0,14.0,17.0,9.0,23.7,5.0,5.0,0.0,0.0,38.0,1.0,7.0,2.0,47.5,0.25,-3.5,-0.09,346.0,870.0,39.8,850.0,154.0,69.8,46.5,304.0,91.1,61.3,642.0,46.0,7.2,84.0,2.21,17.4,119.0,14.0,29.4,3.13,0.08,0.26,0.1,-7.7,-7.1,9454.0,14107.0,67.0,178791.0,80195.0,4297.0,5327.0,80.7,3306.0,4472.0,73.9,1457.0,3216.0,45.3,286.0,877.0,240.0,84.0,972.0,12275.0,1731.0,370.0,32.0,135.0,747.0,183.0,152.0,14.0,1.0,783.0,101.0,334.0,674.0,17.74,455.0,81.0,50.0,50.0,60.0,1.58,39.0,9.0,3.0,4.0,0.0,590.0,324.0,273.0,235.0,82.0,509.0,211.0,298.0,410.0,887.0,18.0,18371.0,2247.0,5842.0,8051.0,4686.0,663.0,18369.0,8229.0,388.0,300.0,84.0,9342.0,540.0,291.0,0.0,394.0,332.0,101.0,2.0,5.0,2.0,2027.0,827.0,733.0,53.0
Chelsea,26.0,61.8,38.0,418.0,3420.0,75.0,52.0,8.0,9.0,63.0,1.0,1.97,1.37,3.34,1.76,3.13,63.4,56.6,1.67,1.49,38.0,38.0,3420.0,33.0,0.87,115.0,83.0,76.5,21.0,11.0,6.0,16.0,42.1,6.0,6.0,0.0,0.0,38.0,0.0,2.0,1.0,31.6,0.22,-0.4,-0.01,91.0,222.0,41.0,896.0,183.0,19.0,25.5,198.0,26.3,25.2,419.0,30.0,7.2,54.0,1.42,15.4,200.0,26.0,34.3,5.26,0.11,0.34,0.1,11.6,10.4,21190.0,24888.0,85.1,342325.0,113085.0,10628.0,11617.0,91.5,8318.0,9322.0,89.2,1524.0,2514.0,60.6,439.0,1614.0,437.0,66.0,1967.0,23158.0,1661.0,434.0,77.0,101.0,745.0,241.0,113.0,100.0,0.0,713.0,69.0,364.0,1064.0,28.0,818.0,62.0,75.0,49.0,135.0,3.55,97.0,9.0,10.0,9.0,2.0,621.0,348.0,267.0,269.0,85.0,408.0,96.0,312.0,347.0,641.0,15.0,28975.0,2279.0,7926.0,13385.0,7881.0,1066.0,28966.0,17090.0,894.0,729.0,243.0,21040.0,591.0,383.0,0.0,409.0,392.0,69.0,8.0,6.0,1.0,2084.0,538.0,486.0,52.5
Crystal Palace,24.0,51.1,38.0,418.0,3420.0,50.0,31.0,6.0,8.0,69.0,1.0,1.32,0.82,2.13,1.16,1.97,46.4,40.1,1.22,1.06,38.0,38.0,3420.0,46.0,1.21,144.0,99.0,70.1,11.0,15.0,12.0,12.0,31.6,4.0,3.0,1.0,0.0,38.0,2.0,11.0,2.0,38.5,0.24,-5.5,-0.14,130.0,375.0,34.7,999.0,222.0,27.0,28.6,267.0,39.3,32.7,525.0,28.0,5.3,43.0,1.13,15.1,140.0,13.0,34.7,3.68,0.11,0.31,0.1,3.6,3.9,14983.0,19081.0,78.5,265538.0,92523.0,6553.0,7495.0,87.4,6521.0,7610.0,85.7,1467.0,2871.0,51.1,305.0,990.0,270.0,75.0,1229.0,17115.0,1903.0,528.0,40.0,120.0,643.0,175.0,88.0,44.0,8.0,844.0,63.0,316.0,711.0,18.71,500.0,63.0,46.0,43.0,81.0,2.13,53.0,3.0,8.0,9.0,1.0,637.0,374.0,323.0,236.0,78.0,452.0,135.0,317.0,333.0,761.0,5.0,23466.0,2753.0,8764.0,9989.0,4943.0,749.0,23458.0,13129.0,592.0,410.0,149.0,14878.0,671.0,471.0,1.0,414.0,481.0,63.0,6.0,4.0,2.0,2103.0,610.0,618.0,49.7
Everton,33.0,40.0,38.0,418.0,3420.0,42.0,29.0,6.0,7.0,82.0,6.0,1.11,0.76,1.87,0.95,1.71,41.2,35.8,1.09,0.94,38.0,38.0,3420.0,66.0,1.74,188.0,127.0,66.0,11.0,6.0,21.0,8.0,21.1,2.0,2.0,0.0,0.0,38.0,2.0,13.0,5.0,55.9,0.29,-5.1,-0.13,292.0,844.0,34.6,927.0,124.0,65.2,46.5,298.0,80.5,59.5,568.0,26.0,4.6,37.0,0.97,14.4,130.0,18.0,30.2,3.42,0.08,0.28,0.08,0.8,0.2,10366.0,14557.0,71.2,184813.0,76163.0,4889.0,5859.0,83.4,3844.0,4901.0,78.4,1215.0,2704.0,44.9,323.0,898.0,255.0,77.0,1100.0,12746.0,1758.0,413.0,30.0,70.0,653.0,161.0,83.0,60.0,0.0,783.0,53.0,345.0,742.0,19.53,533.0,69.0,42.0,45.0,68.0,1.79,46.0,4.0,6.0,8.0,0.0,705.0,402.0,369.0,252.0,84.0,496.0,140.0,356.0,365.0,815.0,15.0,19075.0,2289.0,6394.0,7899.0,5013.0,728.0,19068.0,9422.0,512.0,388.0,143.0,10276.0,640.0,325.0,2.0,368.0,388.0,53.0,7.0,2.0,5.0,2023.0,634.0,725.0,46.7
Leeds United,29.0,52.3,38.0,418.0,3420.0,42.0,26.0,5.0,5.0,101.0,3.0,1.11,0.68,1.79,0.97,1.66,44.4,40.4,1.17,1.06,38.0,38.0,3420.0,79.0,2.08,224.0,146.0,67.0,9.0,11.0,18.0,5.0,13.2,5.0,5.0,0.0,0.0,38.0,3.0,10.0,1.0,62.4,0.26,-15.6,-0.41,109.0,413.0,26.4,1109.0,276.0,27.5,29.3,291.0,37.1,33.2,445.0,23.0,5.2,47.0,1.24,14.4,142.0,13.0,29.6,3.74,0.08,0.26,0.09,-2.4,-3.4,13989.0,18288.0,76.5,242664.0,89161.0,6271.0,7285.0,86.1,5921.0,7050.0,84.0,1325.0,2754.0,48.1,347.0,995.0,272.0,53.0,1483.0,16432.0,1793.0,417.0,66.0,140.0,648.0,170.0,100.0,38.0,3.0,798.0,63.0,368.0,825.0,21.71,589.0,68.0,60.0,42.0,66.0,1.74,36.0,2.0,10.0,5.0,3.0,787.0,437.0,396.0,298.0,93.0,473.0,143.0,330.0,395.0,621.0,15.0,22705.0,2608.0,8521.0,9502.0,4919.0,789.0,22700.0,12260.0,671.0,412.0,170.0,13865.0,676.0,298.0,0.0,469.0,368.0,63.0,4.0,5.0,1.0,2260.0,470.0,626.0,42.9
Leicester City,28.0,52.0,38.0,418.0,3420.0,62.0,46.0,2.0,2.0,55.0,1.0,1.63,1.21,2.84,1.58,2.79,47.8,46.2,1.26,1.22,38.0,38.0,3420.0,59.0,1.55,192.0,132.0,72.9,14.0,10.0,14.0,7.0,18.4,9.0,7.0,2.0,0.0,38.0,1.0,15.0,1.0,56.9,0.26,-1.1,-0.03,196.0,491.0,39.9,1025.0,174.0,35.6,33.9,298.0,42.3,37.1,551.0,16.0,2.9,39.0,1.03,14.7,164.0,14.0,37.9,4.32,0.14,0.37,0.11,14.2,13.8,16129.0,20137.0,80.1,269547.0,94214.0,7751.0,8789.0,88.2,6573.0,7579.0,86.7,1329.0,2581.0,51.5,312.0,1025.0,254.0,57.0,1356.0,18268.0,1809.0,457.0,65.0,105.0,556.0,185.0,113.0,42.0,2.0,769.0,60.0,379.0,745.0,19.61,566.0,41.0,42.0,33.0,105.0,2.76,81.0,3.0,8.0,5.0,4.0,690.0,384.0,336.0,270.0,84.0,469.0,146.0,323.0,367.0,777.0,15.0,24409.0,2771.0,8575.0,11067.0,4962.0,746.0,24407.0,13897.0,622.0,467.0,157.0,16036.0,601.0,368.0,0.0,356.0,396.0,60.0,1.0,9.0,1.0,2015.0,530.0,553.0,48.9
Liverpool,27.0,62.7,38.0,418.0,3420.0,94.0,71.0,7.0,8.0,50.0,1.0,2.47,1.87,4.34,2.29,4.16,88.7,82.7,2.33,2.18,38.0,38.0,3420.0,26.0,0.68,107.0,82.0,75.7,28.0,8.0,2.0,21.0,55.3,0.0,0.0,0.0,0.0,38.0,0.0,3.0,1.0,26.6,0.26,1.6,0.04,116.0,268.0,43.3,1294.0,224.0,16.2,26.0,185.0,31.4,32.7,360.0,22.0,6.1,92.0,2.42,18.7,237.0,13.0,32.9,6.24,0.12,0.37,0.12,5.3,4.3,21163.0,25552.0,82.8,370621.0,127087.0,9420.0,10506.0,89.7,9245.0,10569.0,87.5,2000.0,3211.0,62.3,527.0,1878.0,511.0,92.0,2243.0,23742.0,1747.0,436.0,112.0,167.0,897.0,282.0,47.0,207.0,0.0,780.0,63.0,374.0,1249.0,32.87,912.0,105.0,104.0,49.0,163.0,4.29,121.0,9.0,19.0,5.0,0.0,554.0,320.0,207.0,240.0,107.0,359.0,74.0,285.0,340.0,523.0,8.0,29575.0,2130.0,7195.0,14176.0,8419.0,1377.0,29567.0,17262.0,885.0,672.0,290.0,21042.0,590.0,366.0,0.0,363.0,286.0,63.0,5.0,0.0,1.0,2265.0,571.0,467.0,55.0
Manchester City,26.0,67.9,38.0,418.0,3420.0,96.0,63.0,7.0,9.0,42.0,1.0,2.53,1.66,4.18,2.34,4.0,88.7,81.4,2.33,2.14,38.0,38.0,3420.0,26.0,0.68,85.0,59.0,70.6,29.0,6.0,3.0,21.0,55.3,1.0,1.0,0.0,0.0,38.0,0.0,1.0,0.0,25.8,0.29,-0.2,-0.01,88.0,188.0,46.8,1020.0,171.0,15.7,25.6,145.0,19.3,26.4,310.0,21.0,6.8,58.0,1.53,18.9,237.0,17.0,33.7,6.24,0.13,0.38,0.12,7.3,7.6,24406.0,27902.0,87.5,412596.0,117964.0,11713.0,12605.0,92.9,10158.0,11162.0,91.0,1972.0,2895.0,68.1,536.0,2110.0,535.0,74.0,2421.0,26239.0,1597.0,406.0,102.0,192.0,869.0,316.0,154.0,50.0,4.0,664.0,66.0,355.0,1286.0,33.84,997.0,78.0,88.0,42.0,158.0,4.16,112.0,10.0,19.0,8.0,3.0,498.0,284.0,183.0,214.0,101.0,267.0,55.0,212.0,279.0,403.0,7.0,31381.0,1837.0,6566.0,15281.0,9729.0,1499.0,31372.0,21064.0,1145.0,840.0,386.0,24212.0,497.0,316.0,0.0,321.0,330.0,66.0,7.0,1.0,0.0,1967.0,482.0,397.0,54.8
Manchester Utd,29.0,52.7,38.0,418.0,3420.0,56.0,46.0,3.0,5.0,77.0,2.0,1.47,1.21,2.68,1.39,2.61,55.8,51.9,1.47,1.36,38.0,38.0,3420.0,57.0,1.5,180.0,124.0,70.0,16.0,10.0,12.0,8.0,21.1,5.0,3.0,2.0,0.0,38.0,0.0,4.0,3.0,55.1,0.29,1.1,0.03,103.0,315.0,32.7,623.0,134.0,30.0,30.9,299.0,42.8,35.9,525.0,8.0,1.5,25.0,0.66,14.0,179.0,19.0,35.6,4.71,0.11,0.3,0.11,0.2,1.1,16690.0,20641.0,80.9,280259.0,93084.0,8162.0,9234.0,88.4,6398.0,7436.0,86.0,1548.0,2626.0,58.9,407.0,1315.0,312.0,65.0,1568.0,18862.0,1691.0,376.0,80.0,187.0,659.0,197.0,74.0,88.0,0.0,725.0,88.0,369.0,917.0,24.13,706.0,65.0,38.0,39.0,104.0,2.74,77.0,6.0,7.0,5.0,3.0,585.0,358.0,320.0,197.0,68.0,404.0,133.0,271.0,340.0,704.0,20.0,24652.0,2256.0,7391.0,11141.0,6331.0,883.0,24647.0,13954.0,784.0,587.0,213.0,16590.0,538.0,333.0,1.0,396.0,320.0,88.0,3.0,5.0,3.0,2071.0,555.0,443.0,55.6
Newcastle Utd,29.0,40.4,38.0,418.0,3420.0,41.0,23.0,3.0,3.0,81.0,2.0,1.08,0.61,1.68,1.0,1.61,38.1,35.9,1.0,0.94,38.0,38.0,3420.0,62.0,1.63,165.0,104.0,65.5,13.0,10.0,15.0,8.0,21.1,6.0,5.0,1.0,0.0,38.0,0.0,8.0,2.0,52.3,0.29,-7.7,-0.2,302.0,726.0,41.6,871.0,127.0,49.9,38.7,337.0,86.4,58.4,521.0,30.0,5.8,18.0,0.47,11.4,142.0,15.0,31.8,3.74,0.09,0.27,0.08,2.9,2.1,10201.0,14036.0,72.7,188373.0,77685.0,4545.0,5432.0,83.7,3917.0,4880.0,80.3,1343.0,2746.0,48.9,308.0,791.0,193.0,55.0,923.0,12203.0,1762.0,415.0,31.0,114.0,592.0,160.0,90.0,46.0,14.0,743.0,71.0,281.0,758.0,19.95,504.0,81.0,57.0,44.0,70.0,1.84,46.0,4.0,9.0,6.0,0.0,659.0,383.0,334.0,266.0,59.0,420.0,162.0,258.0,360.0,776.0,14.0,18281.0,2310.0,6731.0,7483.0,4314.0,727.0,18278.0,9243.0,544.0,397.0,163.0,10113.0,622.0,359.0,1.0,392.0,366.0,71.0,1.0,6.0,2.0,1835.0,677.0,619.0,52.2
Norwich City,28.0,42.9,38.0,418.0,3420.0,21.0,16.0,3.0,3.0,57.0,1.0,0.55,0.42,0.97,0.47,0.89,32.3,30.0,0.85,0.79,38.0,38.0,3420.0,84.0,2.21,222.0,139.0,66.2,5.0,7.0,26.0,6.0,15.8,12.0,9.0,1.0,2.0,38.0,1.0,9.0,2.0,67.6,0.27,-14.4,-0.38,179.0,528.0,33.9,1066.0,215.0,36.3,34.3,310.0,45.5,38.5,617.0,17.0,2.8,33.0,0.87,13.9,104.0,18.0,28.1,2.74,0.05,0.17,0.08,-11.3,-12.0,12164.0,16070.0,75.7,217007.0,80065.0,5578.0,6484.0,86.0,4912.0,5949.0,82.6,1369.0,2757.0,49.7,264.0,739.0,226.0,46.0,1031.0,14176.0,1839.0,474.0,50.0,153.0,568.0,165.0,90.0,60.0,2.0,766.0,55.0,306.0,637.0,16.76,435.0,67.0,33.0,50.0,35.0,0.92,27.0,2.0,1.0,3.0,1.0,614.0,368.0,322.0,242.0,50.0,450.0,180.0,270.0,381.0,860.0,14.0,20234.0,2911.0,8245.0,8047.0,4167.0,601.0,20231.0,11136.0,566.0,356.0,126.0,12047.0,548.0,313.0,1.0,356.0,431.0,55.0,2.0,12.0,2.0,1887.0,493.0,598.0,45.2
Southampton,25.0,47.7,38.0,418.0,3420.0,41.0,26.0,4.0,4.0,65.0,2.0,1.08,0.68,1.76,0.97,1.66,44.8,41.6,1.18,1.1,38.0,38.0,3420.0,67.0,1.76,183.0,118.0,64.5,9.0,13.0,16.0,8.0,21.1,2.0,2.0,0.0,0.0,38.0,0.0,12.0,2.0,57.2,0.31,-7.8,-0.21,196.0,612.0,32.0,891.0,149.0,46.1,37.4,278.0,72.3,50.3,573.0,42.0,7.3,33.0,0.87,11.5,161.0,24.0,33.7,4.24,0.08,0.23,0.09,-3.8,-4.6,12505.0,16941.0,73.8,211003.0,80089.0,6089.0,7173.0,84.9,4893.0,6093.0,80.3,1112.0,2591.0,42.9,353.0,1016.0,249.0,58.0,1326.0,15115.0,1784.0,411.0,43.0,81.0,711.0,233.0,106.0,105.0,4.0,750.0,42.0,343.0,814.0,21.42,585.0,68.0,51.0,49.0,71.0,1.87,44.0,5.0,4.0,9.0,3.0,602.0,340.0,285.0,243.0,74.0,430.0,132.0,298.0,446.0,795.0,13.0,21418.0,2216.0,6541.0,9409.0,5713.0,830.0,21414.0,11085.0,728.0,561.0,197.0,12388.0,626.0,366.0,1.0,402.0,363.0,42.0,4.0,2.0,2.0,2224.0,672.0,726.0,48.1
Tottenham,25.0,51.8,38.0,418.0,3420.0,63.0,50.0,5.0,5.0,69.0,1.0,1.66,1.32,2.97,1.53,2.84,61.2,57.3,1.61,1.51,38.0,38.0,3420.0,40.0,1.05,137.0,98.0,72.3,22.0,5.0,11.0,16.0,42.1,2.0,2.0,0.0,0.0,38.0,1.0,5.0,1.0,37.6,0.26,-1.4,-0.04,115.0,279.0,41.2,676.0,161.0,29.6,31.0,278.0,28.4,26.5,567.0,33.0,5.8,45.0,1.18,14.2,185.0,16.0,38.1,4.87,0.12,0.31,0.12,1.8,0.7,17204.0,20696.0,83.1,283871.0,93464.0,8270.0,9143.0,90.5,6856.0,7812.0,87.8,1376.0,2371.0,58.0,379.0,1172.0,338.0,81.0,1459.0,18976.0,1658.0,430.0,88.0,133.0,632.0,193.0,78.0,62.0,0.0,676.0,62.0,332.0,882.0,23.21,678.0,51.0,61.0,37.0,117.0,3.08,95.0,3.0,8.0,6.0,1.0,598.0,349.0,286.0,244.0,68.0,470.0,161.0,309.0,355.0,793.0,15.0,24853.0,2515.0,8010.0,11453.0,5627.0,864.0,24848.0,15122.0,791.0,596.0,195.0,17097.0,588.0,341.0,1.0,386.0,406.0,62.0,3.0,2.0,1.0,1893.0,560.0,500.0,52.8
Watford,30.0,40.7,38.0,418.0,3420.0,33.0,26.0,1.0,2.0,63.0,3.0,0.87,0.68,1.55,0.84,1.53,40.0,38.4,1.05,1.01,38.0,38.0,3420.0,77.0,2.03,188.0,113.0,62.2,6.0,5.0,27.0,4.0,10.5,7.0,6.0,1.0,0.0,38.0,1.0,6.0,3.0,60.3,0.29,-13.7,-0.36,267.0,829.0,32.2,932.0,123.0,61.1,43.5,310.0,83.9,57.0,642.0,27.0,4.2,49.0,1.29,15.9,123.0,24.0,31.0,3.24,0.08,0.26,0.1,-7.0,-6.4,10423.0,14640.0,71.2,193942.0,80054.0,4505.0,5496.0,82.0,4270.0,5325.0,80.2,1330.0,2903.0,45.8,298.0,834.0,213.0,70.0,1070.0,12800.0,1787.0,394.0,35.0,101.0,610.0,161.0,90.0,50.0,4.0,808.0,53.0,317.0,693.0,18.24,475.0,59.0,43.0,52.0,57.0,1.5,36.0,5.0,7.0,3.0,2.0,614.0,356.0,341.0,213.0,60.0,440.0,148.0,292.0,444.0,899.0,19.0,19161.0,2469.0,7245.0,7827.0,4328.0,625.0,19159.0,9428.0,557.0,380.0,148.0,10320.0,639.0,389.0,3.0,442.0,352.0,53.0,2.0,7.0,3.0,2154.0,711.0,749.0,48.7
West Ham,25.0,47.9,38.0,418.0,3420.0,58.0,46.0,4.0,6.0,52.0,3.0,1.53,1.21,2.74,1.42,2.63,51.4,46.8,1.35,1.23,38.0,38.0,3420.0,51.0,1.34,165.0,113.0,70.3,16.0,8.0,14.0,8.0,21.1,6.0,2.0,3.0,1.0,38.0,2.0,8.0,2.0,48.0,0.27,-1.0,-0.03,202.0,553.0,36.5,762.0,167.0,49.6,38.5,291.0,60.1,44.6,610.0,29.0,4.8,12.0,0.32,10.2,142.0,13.0,32.1,3.74,0.12,0.38,0.11,6.6,7.2,14326.0,18378.0,78.0,251152.0,89191.0,6627.0,7493.0,88.4,5789.0,6856.0,84.4,1479.0,2906.0,50.9,320.0,1106.0,271.0,87.0,1449.0,16647.0,1672.0,309.0,29.0,146.0,802.0,200.0,135.0,43.0,1.0,770.0,59.0,353.0,770.0,20.26,569.0,68.0,50.0,28.0,102.0,2.68,72.0,10.0,9.0,5.0,1.0,534.0,301.0,273.0,199.0,62.0,420.0,175.0,245.0,374.0,781.0,5.0,22331.0,2444.0,7012.0,9992.0,5543.0,810.0,22325.0,12622.0,646.0,479.0,171.0,14229.0,520.0,294.0,2.0,323.0,276.0,59.0,3.0,6.0,2.0,1970.0,639.0,628.0,50.4
Wolves,26.0,49.5,38.0,418.0,3420.0,35.0,22.0,1.0,1.0,62.0,2.0,0.92,0.58,1.5,0.89,1.47,37.5,36.8,0.99,0.97,38.0,38.0,3420.0,43.0,1.13,167.0,125.0,79.6,15.0,6.0,17.0,11.0,28.9,10.0,9.0,0.0,1.0,38.0,1.0,2.0,1.0,49.3,0.25,7.3,0.19,122.0,423.0,28.8,863.0,220.0,35.6,34.7,275.0,42.2,36.5,562.0,44.0,7.8,41.0,1.08,13.4,133.0,13.0,33.2,3.5,0.08,0.26,0.09,-2.5,-2.8,15253.0,19103.0,79.8,275607.0,92814.0,6533.0,7415.0,88.1,6610.0,7664.0,86.2,1718.0,3005.0,57.2,294.0,1096.0,212.0,57.0,1283.0,17380.0,1662.0,420.0,58.0,151.0,587.0,168.0,41.0,86.0,6.0,718.0,61.0,329.0,692.0,18.21,496.0,44.0,37.0,31.0,58.0,1.53,37.0,4.0,8.0,2.0,2.0,673.0,377.0,377.0,242.0,54.0,437.0,135.0,302.0,389.0,820.0,20.0,23334.0,2657.0,8472.0,10204.0,4887.0,703.0,23333.0,12837.0,723.0,522.0,190.0,15117.0,598.0,341.0,2.0,366.0,335.0,61.0,1.0,10.0,1.0,2104.0,461.0,490.0,48.5
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 Arsenal 27.0 52.8 38.0 418.0 3420.0 60.0 41.0 5.0 8.0 67.0 4.0 1.58 1.08 2.66 1.45 2.53 60.5 55.1 1.59 1.45 38.0 38.0 3420.0 48.0 1.26 147.0 100.0 70.7 22.0 3.0 13.0 13.0 34.2 6.0 5.0 0.0 1.0 38.0 0.0 3.0 1.0 47.6 0.29 0.6 0.02 151.0 533.0 28.3 1070.0 175.0 34.9 33.3 218.0 73.4 54.3 487.0 32.0 6.6 61.0 1.61 15.6 186.0 21.0 32.0 4.89 0.09 0.3 0.1 -0.5 -0.1 16176.0 19843.0 81.5 280868.0 91114.0 7325.0 8210.0 89.2 7187.0 8140.0 88.3 1326.0 2584.0 51.3 437.0 1354.0 329.0 74.0 1655.0 18149.0 1628.0 404.0 77.0 132.0 633.0 208.0 153.0 23.0 5.0 679.0 66.0 309.0 1030.0 27.11 788.0 68.0 66.0 39.0 99.0 2.61 69.0 8.0 13.0 4.0 1.0 540.0 311.0 261.0 195.0 84.0 386.0 123.0 263.0 296.0 658.0 20.0 23780.0 2227.0 7151.0 10336.0 6491.0 982.0 23772.0 13993.0 734.0 494.0 223.0 16066.0 557.0 337.0 3.0 365.0 357.0 66.0 6.0 6.0 1.0 1861.0 463.0 572.0 44.7
3 Aston Villa 31.0 46.5 38.0 418.0 3420.0 50.0 42.0 3.0 3.0 81.0 2.0 1.32 1.11 2.42 1.24 2.34 44.0 42.0 1.16 1.1 38.0 38.0 3420.0 54.0 1.42 149.0 96.0 66.4 13.0 6.0 19.0 11.0 28.9 6.0 4.0 1.0 1.0 38.0 2.0 5.0 2.0 46.5 0.29 -5.5 -0.14 157.0 442.0 35.5 882.0 176.0 36.4 33.6 301.0 40.2 35.0 513.0 40.0 7.8 34.0 0.89 14.8 159.0 20.0 34.5 4.18 0.1 0.3 0.09 6.0 5.0 12748.0 16499.0 77.3 220973.0 85405.0 5916.0 6803.0 87.0 5184.0 6136.0 84.5 1239.0 2571.0 48.2 356.0 1019.0 293.0 70.0 1300.0 14615.0 1832.0 525.0 71.0 97.0 670.0 196.0 111.0 42.0 11.0 716.0 52.0 278.0 837.0 22.03 608.0 85.0 41.0 48.0 93.0 2.45 65.0 9.0 7.0 3.0 0.0 634.0 382.0 300.0 259.0 75.0 453.0 140.0 313.0 339.0 693.0 13.0 20609.0 2411.0 6876.0 8896.0 5049.0 825.0 20606.0 11796.0 653.0 422.0 166.0 12668.0 595.0 344.0 1.0 401.0 504.0 52.0 2.0 6.0 2.0 1850.0 538.0 561.0 49.0
4 Brentford 29.0 44.8 38.0 418.0 3420.0 46.0 33.0 6.0 6.0 65.0 3.0 1.21 0.87 2.08 1.05 1.92 45.8 41.1 1.21 1.08 38.0 38.0 3420.0 56.0 1.47 179.0 125.0 71.5 13.0 7.0 18.0 9.0 23.7 5.0 5.0 0.0 0.0 38.0 1.0 8.0 2.0 49.4 0.25 -4.6 -0.12 298.0 768.0 38.8 1357.0 184.0 43.1 35.4 298.0 61.4 45.5 626.0 37.0 5.9 58.0 1.53 16.4 141.0 11.0 32.3 3.71 0.09 0.28 0.1 0.2 -1.1 11676.0 16272.0 71.8 211867.0 85983.0 5201.0 6312.0 82.4 4797.0 6120.0 78.4 1357.0 2852.0 47.6 311.0 942.0 262.0 81.0 1189.0 14443.0 1763.0 432.0 50.0 70.0 640.0 159.0 84.0 47.0 9.0 778.0 66.0 333.0 739.0 19.45 487.0 96.0 62.0 43.0 78.0 2.05 46.0 11.0 8.0 9.0 0.0 607.0 342.0 299.0 228.0 80.0 383.0 113.0 270.0 393.0 863.0 7.0 20462.0 2793.0 7862.0 8201.0 4566.0 819.0 20456.0 10280.0 450.0 332.0 102.0 11565.0 563.0 291.0 2.0 371.0 363.0 66.0 6.0 5.0 2.0 2061.0 717.0 728.0 49.6
5 Brighton 26.0 54.4 38.0 418.0 3420.0 40.0 30.0 4.0 7.0 72.0 2.0 1.05 0.79 1.84 0.95 1.74 46.2 40.7 1.21 1.07 38.0 38.0 3419.0 44.0 1.16 145.0 104.0 71.7 12.0 15.0 11.0 11.0 28.9 4.0 3.0 0.0 1.0 38.0 1.0 6.0 0.0 42.5 0.28 -1.5 -0.04 161.0 568.0 28.3 1317.0 188.0 31.4 32.8 241.0 64.3 48.8 535.0 60.0 11.2 36.0 0.95 12.8 141.0 15.0 29.3 3.71 0.07 0.26 0.09 -6.2 -4.7 16410.0 20588.0 79.7 288827.0 95307.0 7195.0 8172.0 88.0 7130.0 8208.0 86.9 1579.0 2953.0 53.5 356.0 1187.0 342.0 72.0 1547.0 18838.0 1697.0 390.0 58.0 152.0 728.0 200.0 84.0 96.0 0.0 784.0 53.0 397.0 870.0 22.89 630.0 84.0 55.0 40.0 72.0 1.89 49.0 8.0 6.0 4.0 1.0 668.0 403.0 306.0 257.0 105.0 480.0 150.0 330.0 358.0 723.0 12.0 24854.0 2629.0 8034.0 10520.0 6505.0 876.0 24847.0 13919.0 676.0 519.0 139.0 16278.0 598.0 349.0 0.0 393.0 355.0 53.0 4.0 4.0 0.0 2154.0 569.0 498.0 53.3
6 Burnley 23.0 40.2 38.0 418.0 3420.0 32.0 26.0 1.0 2.0 68.0 2.0 0.84 0.68 1.53 0.82 1.5 39.7 38.1 1.05 1.0 38.0 38.0 3420.0 53.0 1.39 178.0 127.0 73.0 7.0 14.0 17.0 9.0 23.7 5.0 5.0 0.0 0.0 38.0 1.0 7.0 2.0 47.5 0.25 -3.5 -0.09 346.0 870.0 39.8 850.0 154.0 69.8 46.5 304.0 91.1 61.3 642.0 46.0 7.2 84.0 2.21 17.4 119.0 14.0 29.4 3.13 0.08 0.26 0.1 -7.7 -7.1 9454.0 14107.0 67.0 178791.0 80195.0 4297.0 5327.0 80.7 3306.0 4472.0 73.9 1457.0 3216.0 45.3 286.0 877.0 240.0 84.0 972.0 12275.0 1731.0 370.0 32.0 135.0 747.0 183.0 152.0 14.0 1.0 783.0 101.0 334.0 674.0 17.74 455.0 81.0 50.0 50.0 60.0 1.58 39.0 9.0 3.0 4.0 0.0 590.0 324.0 273.0 235.0 82.0 509.0 211.0 298.0 410.0 887.0 18.0 18371.0 2247.0 5842.0 8051.0 4686.0 663.0 18369.0 8229.0 388.0 300.0 84.0 9342.0 540.0 291.0 0.0 394.0 332.0 101.0 2.0 5.0 2.0 2027.0 827.0 733.0 53.0
7 Chelsea 26.0 61.8 38.0 418.0 3420.0 75.0 52.0 8.0 9.0 63.0 1.0 1.97 1.37 3.34 1.76 3.13 63.4 56.6 1.67 1.49 38.0 38.0 3420.0 33.0 0.87 115.0 83.0 76.5 21.0 11.0 6.0 16.0 42.1 6.0 6.0 0.0 0.0 38.0 0.0 2.0 1.0 31.6 0.22 -0.4 -0.01 91.0 222.0 41.0 896.0 183.0 19.0 25.5 198.0 26.3 25.2 419.0 30.0 7.2 54.0 1.42 15.4 200.0 26.0 34.3 5.26 0.11 0.34 0.1 11.6 10.4 21190.0 24888.0 85.1 342325.0 113085.0 10628.0 11617.0 91.5 8318.0 9322.0 89.2 1524.0 2514.0 60.6 439.0 1614.0 437.0 66.0 1967.0 23158.0 1661.0 434.0 77.0 101.0 745.0 241.0 113.0 100.0 0.0 713.0 69.0 364.0 1064.0 28.0 818.0 62.0 75.0 49.0 135.0 3.55 97.0 9.0 10.0 9.0 2.0 621.0 348.0 267.0 269.0 85.0 408.0 96.0 312.0 347.0 641.0 15.0 28975.0 2279.0 7926.0 13385.0 7881.0 1066.0 28966.0 17090.0 894.0 729.0 243.0 21040.0 591.0 383.0 0.0 409.0 392.0 69.0 8.0 6.0 1.0 2084.0 538.0 486.0 52.5
8 Crystal Palace 24.0 51.1 38.0 418.0 3420.0 50.0 31.0 6.0 8.0 69.0 1.0 1.32 0.82 2.13 1.16 1.97 46.4 40.1 1.22 1.06 38.0 38.0 3420.0 46.0 1.21 144.0 99.0 70.1 11.0 15.0 12.0 12.0 31.6 4.0 3.0 1.0 0.0 38.0 2.0 11.0 2.0 38.5 0.24 -5.5 -0.14 130.0 375.0 34.7 999.0 222.0 27.0 28.6 267.0 39.3 32.7 525.0 28.0 5.3 43.0 1.13 15.1 140.0 13.0 34.7 3.68 0.11 0.31 0.1 3.6 3.9 14983.0 19081.0 78.5 265538.0 92523.0 6553.0 7495.0 87.4 6521.0 7610.0 85.7 1467.0 2871.0 51.1 305.0 990.0 270.0 75.0 1229.0 17115.0 1903.0 528.0 40.0 120.0 643.0 175.0 88.0 44.0 8.0 844.0 63.0 316.0 711.0 18.71 500.0 63.0 46.0 43.0 81.0 2.13 53.0 3.0 8.0 9.0 1.0 637.0 374.0 323.0 236.0 78.0 452.0 135.0 317.0 333.0 761.0 5.0 23466.0 2753.0 8764.0 9989.0 4943.0 749.0 23458.0 13129.0 592.0 410.0 149.0 14878.0 671.0 471.0 1.0 414.0 481.0 63.0 6.0 4.0 2.0 2103.0 610.0 618.0 49.7
9 Everton 33.0 40.0 38.0 418.0 3420.0 42.0 29.0 6.0 7.0 82.0 6.0 1.11 0.76 1.87 0.95 1.71 41.2 35.8 1.09 0.94 38.0 38.0 3420.0 66.0 1.74 188.0 127.0 66.0 11.0 6.0 21.0 8.0 21.1 2.0 2.0 0.0 0.0 38.0 2.0 13.0 5.0 55.9 0.29 -5.1 -0.13 292.0 844.0 34.6 927.0 124.0 65.2 46.5 298.0 80.5 59.5 568.0 26.0 4.6 37.0 0.97 14.4 130.0 18.0 30.2 3.42 0.08 0.28 0.08 0.8 0.2 10366.0 14557.0 71.2 184813.0 76163.0 4889.0 5859.0 83.4 3844.0 4901.0 78.4 1215.0 2704.0 44.9 323.0 898.0 255.0 77.0 1100.0 12746.0 1758.0 413.0 30.0 70.0 653.0 161.0 83.0 60.0 0.0 783.0 53.0 345.0 742.0 19.53 533.0 69.0 42.0 45.0 68.0 1.79 46.0 4.0 6.0 8.0 0.0 705.0 402.0 369.0 252.0 84.0 496.0 140.0 356.0 365.0 815.0 15.0 19075.0 2289.0 6394.0 7899.0 5013.0 728.0 19068.0 9422.0 512.0 388.0 143.0 10276.0 640.0 325.0 2.0 368.0 388.0 53.0 7.0 2.0 5.0 2023.0 634.0 725.0 46.7
10 Leeds United 29.0 52.3 38.0 418.0 3420.0 42.0 26.0 5.0 5.0 101.0 3.0 1.11 0.68 1.79 0.97 1.66 44.4 40.4 1.17 1.06 38.0 38.0 3420.0 79.0 2.08 224.0 146.0 67.0 9.0 11.0 18.0 5.0 13.2 5.0 5.0 0.0 0.0 38.0 3.0 10.0 1.0 62.4 0.26 -15.6 -0.41 109.0 413.0 26.4 1109.0 276.0 27.5 29.3 291.0 37.1 33.2 445.0 23.0 5.2 47.0 1.24 14.4 142.0 13.0 29.6 3.74 0.08 0.26 0.09 -2.4 -3.4 13989.0 18288.0 76.5 242664.0 89161.0 6271.0 7285.0 86.1 5921.0 7050.0 84.0 1325.0 2754.0 48.1 347.0 995.0 272.0 53.0 1483.0 16432.0 1793.0 417.0 66.0 140.0 648.0 170.0 100.0 38.0 3.0 798.0 63.0 368.0 825.0 21.71 589.0 68.0 60.0 42.0 66.0 1.74 36.0 2.0 10.0 5.0 3.0 787.0 437.0 396.0 298.0 93.0 473.0 143.0 330.0 395.0 621.0 15.0 22705.0 2608.0 8521.0 9502.0 4919.0 789.0 22700.0 12260.0 671.0 412.0 170.0 13865.0 676.0 298.0 0.0 469.0 368.0 63.0 4.0 5.0 1.0 2260.0 470.0 626.0 42.9
11 Leicester City 28.0 52.0 38.0 418.0 3420.0 62.0 46.0 2.0 2.0 55.0 1.0 1.63 1.21 2.84 1.58 2.79 47.8 46.2 1.26 1.22 38.0 38.0 3420.0 59.0 1.55 192.0 132.0 72.9 14.0 10.0 14.0 7.0 18.4 9.0 7.0 2.0 0.0 38.0 1.0 15.0 1.0 56.9 0.26 -1.1 -0.03 196.0 491.0 39.9 1025.0 174.0 35.6 33.9 298.0 42.3 37.1 551.0 16.0 2.9 39.0 1.03 14.7 164.0 14.0 37.9 4.32 0.14 0.37 0.11 14.2 13.8 16129.0 20137.0 80.1 269547.0 94214.0 7751.0 8789.0 88.2 6573.0 7579.0 86.7 1329.0 2581.0 51.5 312.0 1025.0 254.0 57.0 1356.0 18268.0 1809.0 457.0 65.0 105.0 556.0 185.0 113.0 42.0 2.0 769.0 60.0 379.0 745.0 19.61 566.0 41.0 42.0 33.0 105.0 2.76 81.0 3.0 8.0 5.0 4.0 690.0 384.0 336.0 270.0 84.0 469.0 146.0 323.0 367.0 777.0 15.0 24409.0 2771.0 8575.0 11067.0 4962.0 746.0 24407.0 13897.0 622.0 467.0 157.0 16036.0 601.0 368.0 0.0 356.0 396.0 60.0 1.0 9.0 1.0 2015.0 530.0 553.0 48.9
12 Liverpool 27.0 62.7 38.0 418.0 3420.0 94.0 71.0 7.0 8.0 50.0 1.0 2.47 1.87 4.34 2.29 4.16 88.7 82.7 2.33 2.18 38.0 38.0 3420.0 26.0 0.68 107.0 82.0 75.7 28.0 8.0 2.0 21.0 55.3 0.0 0.0 0.0 0.0 38.0 0.0 3.0 1.0 26.6 0.26 1.6 0.04 116.0 268.0 43.3 1294.0 224.0 16.2 26.0 185.0 31.4 32.7 360.0 22.0 6.1 92.0 2.42 18.7 237.0 13.0 32.9 6.24 0.12 0.37 0.12 5.3 4.3 21163.0 25552.0 82.8 370621.0 127087.0 9420.0 10506.0 89.7 9245.0 10569.0 87.5 2000.0 3211.0 62.3 527.0 1878.0 511.0 92.0 2243.0 23742.0 1747.0 436.0 112.0 167.0 897.0 282.0 47.0 207.0 0.0 780.0 63.0 374.0 1249.0 32.87 912.0 105.0 104.0 49.0 163.0 4.29 121.0 9.0 19.0 5.0 0.0 554.0 320.0 207.0 240.0 107.0 359.0 74.0 285.0 340.0 523.0 8.0 29575.0 2130.0 7195.0 14176.0 8419.0 1377.0 29567.0 17262.0 885.0 672.0 290.0 21042.0 590.0 366.0 0.0 363.0 286.0 63.0 5.0 0.0 1.0 2265.0 571.0 467.0 55.0
13 Manchester City 26.0 67.9 38.0 418.0 3420.0 96.0 63.0 7.0 9.0 42.0 1.0 2.53 1.66 4.18 2.34 4.0 88.7 81.4 2.33 2.14 38.0 38.0 3420.0 26.0 0.68 85.0 59.0 70.6 29.0 6.0 3.0 21.0 55.3 1.0 1.0 0.0 0.0 38.0 0.0 1.0 0.0 25.8 0.29 -0.2 -0.01 88.0 188.0 46.8 1020.0 171.0 15.7 25.6 145.0 19.3 26.4 310.0 21.0 6.8 58.0 1.53 18.9 237.0 17.0 33.7 6.24 0.13 0.38 0.12 7.3 7.6 24406.0 27902.0 87.5 412596.0 117964.0 11713.0 12605.0 92.9 10158.0 11162.0 91.0 1972.0 2895.0 68.1 536.0 2110.0 535.0 74.0 2421.0 26239.0 1597.0 406.0 102.0 192.0 869.0 316.0 154.0 50.0 4.0 664.0 66.0 355.0 1286.0 33.84 997.0 78.0 88.0 42.0 158.0 4.16 112.0 10.0 19.0 8.0 3.0 498.0 284.0 183.0 214.0 101.0 267.0 55.0 212.0 279.0 403.0 7.0 31381.0 1837.0 6566.0 15281.0 9729.0 1499.0 31372.0 21064.0 1145.0 840.0 386.0 24212.0 497.0 316.0 0.0 321.0 330.0 66.0 7.0 1.0 0.0 1967.0 482.0 397.0 54.8
14 Manchester Utd 29.0 52.7 38.0 418.0 3420.0 56.0 46.0 3.0 5.0 77.0 2.0 1.47 1.21 2.68 1.39 2.61 55.8 51.9 1.47 1.36 38.0 38.0 3420.0 57.0 1.5 180.0 124.0 70.0 16.0 10.0 12.0 8.0 21.1 5.0 3.0 2.0 0.0 38.0 0.0 4.0 3.0 55.1 0.29 1.1 0.03 103.0 315.0 32.7 623.0 134.0 30.0 30.9 299.0 42.8 35.9 525.0 8.0 1.5 25.0 0.66 14.0 179.0 19.0 35.6 4.71 0.11 0.3 0.11 0.2 1.1 16690.0 20641.0 80.9 280259.0 93084.0 8162.0 9234.0 88.4 6398.0 7436.0 86.0 1548.0 2626.0 58.9 407.0 1315.0 312.0 65.0 1568.0 18862.0 1691.0 376.0 80.0 187.0 659.0 197.0 74.0 88.0 0.0 725.0 88.0 369.0 917.0 24.13 706.0 65.0 38.0 39.0 104.0 2.74 77.0 6.0 7.0 5.0 3.0 585.0 358.0 320.0 197.0 68.0 404.0 133.0 271.0 340.0 704.0 20.0 24652.0 2256.0 7391.0 11141.0 6331.0 883.0 24647.0 13954.0 784.0 587.0 213.0 16590.0 538.0 333.0 1.0 396.0 320.0 88.0 3.0 5.0 3.0 2071.0 555.0 443.0 55.6
15 Newcastle Utd 29.0 40.4 38.0 418.0 3420.0 41.0 23.0 3.0 3.0 81.0 2.0 1.08 0.61 1.68 1.0 1.61 38.1 35.9 1.0 0.94 38.0 38.0 3420.0 62.0 1.63 165.0 104.0 65.5 13.0 10.0 15.0 8.0 21.1 6.0 5.0 1.0 0.0 38.0 0.0 8.0 2.0 52.3 0.29 -7.7 -0.2 302.0 726.0 41.6 871.0 127.0 49.9 38.7 337.0 86.4 58.4 521.0 30.0 5.8 18.0 0.47 11.4 142.0 15.0 31.8 3.74 0.09 0.27 0.08 2.9 2.1 10201.0 14036.0 72.7 188373.0 77685.0 4545.0 5432.0 83.7 3917.0 4880.0 80.3 1343.0 2746.0 48.9 308.0 791.0 193.0 55.0 923.0 12203.0 1762.0 415.0 31.0 114.0 592.0 160.0 90.0 46.0 14.0 743.0 71.0 281.0 758.0 19.95 504.0 81.0 57.0 44.0 70.0 1.84 46.0 4.0 9.0 6.0 0.0 659.0 383.0 334.0 266.0 59.0 420.0 162.0 258.0 360.0 776.0 14.0 18281.0 2310.0 6731.0 7483.0 4314.0 727.0 18278.0 9243.0 544.0 397.0 163.0 10113.0 622.0 359.0 1.0 392.0 366.0 71.0 1.0 6.0 2.0 1835.0 677.0 619.0 52.2
16 Norwich City 28.0 42.9 38.0 418.0 3420.0 21.0 16.0 3.0 3.0 57.0 1.0 0.55 0.42 0.97 0.47 0.89 32.3 30.0 0.85 0.79 38.0 38.0 3420.0 84.0 2.21 222.0 139.0 66.2 5.0 7.0 26.0 6.0 15.8 12.0 9.0 1.0 2.0 38.0 1.0 9.0 2.0 67.6 0.27 -14.4 -0.38 179.0 528.0 33.9 1066.0 215.0 36.3 34.3 310.0 45.5 38.5 617.0 17.0 2.8 33.0 0.87 13.9 104.0 18.0 28.1 2.74 0.05 0.17 0.08 -11.3 -12.0 12164.0 16070.0 75.7 217007.0 80065.0 5578.0 6484.0 86.0 4912.0 5949.0 82.6 1369.0 2757.0 49.7 264.0 739.0 226.0 46.0 1031.0 14176.0 1839.0 474.0 50.0 153.0 568.0 165.0 90.0 60.0 2.0 766.0 55.0 306.0 637.0 16.76 435.0 67.0 33.0 50.0 35.0 0.92 27.0 2.0 1.0 3.0 1.0 614.0 368.0 322.0 242.0 50.0 450.0 180.0 270.0 381.0 860.0 14.0 20234.0 2911.0 8245.0 8047.0 4167.0 601.0 20231.0 11136.0 566.0 356.0 126.0 12047.0 548.0 313.0 1.0 356.0 431.0 55.0 2.0 12.0 2.0 1887.0 493.0 598.0 45.2
17 Southampton 25.0 47.7 38.0 418.0 3420.0 41.0 26.0 4.0 4.0 65.0 2.0 1.08 0.68 1.76 0.97 1.66 44.8 41.6 1.18 1.1 38.0 38.0 3420.0 67.0 1.76 183.0 118.0 64.5 9.0 13.0 16.0 8.0 21.1 2.0 2.0 0.0 0.0 38.0 0.0 12.0 2.0 57.2 0.31 -7.8 -0.21 196.0 612.0 32.0 891.0 149.0 46.1 37.4 278.0 72.3 50.3 573.0 42.0 7.3 33.0 0.87 11.5 161.0 24.0 33.7 4.24 0.08 0.23 0.09 -3.8 -4.6 12505.0 16941.0 73.8 211003.0 80089.0 6089.0 7173.0 84.9 4893.0 6093.0 80.3 1112.0 2591.0 42.9 353.0 1016.0 249.0 58.0 1326.0 15115.0 1784.0 411.0 43.0 81.0 711.0 233.0 106.0 105.0 4.0 750.0 42.0 343.0 814.0 21.42 585.0 68.0 51.0 49.0 71.0 1.87 44.0 5.0 4.0 9.0 3.0 602.0 340.0 285.0 243.0 74.0 430.0 132.0 298.0 446.0 795.0 13.0 21418.0 2216.0 6541.0 9409.0 5713.0 830.0 21414.0 11085.0 728.0 561.0 197.0 12388.0 626.0 366.0 1.0 402.0 363.0 42.0 4.0 2.0 2.0 2224.0 672.0 726.0 48.1
18 Tottenham 25.0 51.8 38.0 418.0 3420.0 63.0 50.0 5.0 5.0 69.0 1.0 1.66 1.32 2.97 1.53 2.84 61.2 57.3 1.61 1.51 38.0 38.0 3420.0 40.0 1.05 137.0 98.0 72.3 22.0 5.0 11.0 16.0 42.1 2.0 2.0 0.0 0.0 38.0 1.0 5.0 1.0 37.6 0.26 -1.4 -0.04 115.0 279.0 41.2 676.0 161.0 29.6 31.0 278.0 28.4 26.5 567.0 33.0 5.8 45.0 1.18 14.2 185.0 16.0 38.1 4.87 0.12 0.31 0.12 1.8 0.7 17204.0 20696.0 83.1 283871.0 93464.0 8270.0 9143.0 90.5 6856.0 7812.0 87.8 1376.0 2371.0 58.0 379.0 1172.0 338.0 81.0 1459.0 18976.0 1658.0 430.0 88.0 133.0 632.0 193.0 78.0 62.0 0.0 676.0 62.0 332.0 882.0 23.21 678.0 51.0 61.0 37.0 117.0 3.08 95.0 3.0 8.0 6.0 1.0 598.0 349.0 286.0 244.0 68.0 470.0 161.0 309.0 355.0 793.0 15.0 24853.0 2515.0 8010.0 11453.0 5627.0 864.0 24848.0 15122.0 791.0 596.0 195.0 17097.0 588.0 341.0 1.0 386.0 406.0 62.0 3.0 2.0 1.0 1893.0 560.0 500.0 52.8
19 Watford 30.0 40.7 38.0 418.0 3420.0 33.0 26.0 1.0 2.0 63.0 3.0 0.87 0.68 1.55 0.84 1.53 40.0 38.4 1.05 1.01 38.0 38.0 3420.0 77.0 2.03 188.0 113.0 62.2 6.0 5.0 27.0 4.0 10.5 7.0 6.0 1.0 0.0 38.0 1.0 6.0 3.0 60.3 0.29 -13.7 -0.36 267.0 829.0 32.2 932.0 123.0 61.1 43.5 310.0 83.9 57.0 642.0 27.0 4.2 49.0 1.29 15.9 123.0 24.0 31.0 3.24 0.08 0.26 0.1 -7.0 -6.4 10423.0 14640.0 71.2 193942.0 80054.0 4505.0 5496.0 82.0 4270.0 5325.0 80.2 1330.0 2903.0 45.8 298.0 834.0 213.0 70.0 1070.0 12800.0 1787.0 394.0 35.0 101.0 610.0 161.0 90.0 50.0 4.0 808.0 53.0 317.0 693.0 18.24 475.0 59.0 43.0 52.0 57.0 1.5 36.0 5.0 7.0 3.0 2.0 614.0 356.0 341.0 213.0 60.0 440.0 148.0 292.0 444.0 899.0 19.0 19161.0 2469.0 7245.0 7827.0 4328.0 625.0 19159.0 9428.0 557.0 380.0 148.0 10320.0 639.0 389.0 3.0 442.0 352.0 53.0 2.0 7.0 3.0 2154.0 711.0 749.0 48.7
20 West Ham 25.0 47.9 38.0 418.0 3420.0 58.0 46.0 4.0 6.0 52.0 3.0 1.53 1.21 2.74 1.42 2.63 51.4 46.8 1.35 1.23 38.0 38.0 3420.0 51.0 1.34 165.0 113.0 70.3 16.0 8.0 14.0 8.0 21.1 6.0 2.0 3.0 1.0 38.0 2.0 8.0 2.0 48.0 0.27 -1.0 -0.03 202.0 553.0 36.5 762.0 167.0 49.6 38.5 291.0 60.1 44.6 610.0 29.0 4.8 12.0 0.32 10.2 142.0 13.0 32.1 3.74 0.12 0.38 0.11 6.6 7.2 14326.0 18378.0 78.0 251152.0 89191.0 6627.0 7493.0 88.4 5789.0 6856.0 84.4 1479.0 2906.0 50.9 320.0 1106.0 271.0 87.0 1449.0 16647.0 1672.0 309.0 29.0 146.0 802.0 200.0 135.0 43.0 1.0 770.0 59.0 353.0 770.0 20.26 569.0 68.0 50.0 28.0 102.0 2.68 72.0 10.0 9.0 5.0 1.0 534.0 301.0 273.0 199.0 62.0 420.0 175.0 245.0 374.0 781.0 5.0 22331.0 2444.0 7012.0 9992.0 5543.0 810.0 22325.0 12622.0 646.0 479.0 171.0 14229.0 520.0 294.0 2.0 323.0 276.0 59.0 3.0 6.0 2.0 1970.0 639.0 628.0 50.4
21 Wolves 26.0 49.5 38.0 418.0 3420.0 35.0 22.0 1.0 1.0 62.0 2.0 0.92 0.58 1.5 0.89 1.47 37.5 36.8 0.99 0.97 38.0 38.0 3420.0 43.0 1.13 167.0 125.0 79.6 15.0 6.0 17.0 11.0 28.9 10.0 9.0 0.0 1.0 38.0 1.0 2.0 1.0 49.3 0.25 7.3 0.19 122.0 423.0 28.8 863.0 220.0 35.6 34.7 275.0 42.2 36.5 562.0 44.0 7.8 41.0 1.08 13.4 133.0 13.0 33.2 3.5 0.08 0.26 0.09 -2.5 -2.8 15253.0 19103.0 79.8 275607.0 92814.0 6533.0 7415.0 88.1 6610.0 7664.0 86.2 1718.0 3005.0 57.2 294.0 1096.0 212.0 57.0 1283.0 17380.0 1662.0 420.0 58.0 151.0 587.0 168.0 41.0 86.0 6.0 718.0 61.0 329.0 692.0 18.21 496.0 44.0 37.0 31.0 58.0 1.53 37.0 4.0 8.0 2.0 2.0 673.0 377.0 377.0 242.0 54.0 437.0 135.0 302.0 389.0 820.0 20.0 23334.0 2657.0 8472.0 10204.0 4887.0 703.0 23333.0 12837.0 723.0 522.0 190.0 15117.0 598.0 341.0 2.0 366.0 335.0 61.0 1.0 10.0 1.0 2104.0 461.0 490.0 48.5