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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_2018-2019_teamvs.csv
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team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,carries,progressive_carries,carries_into_final_third,carries_into_penalty_area,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
vs Arsenal,28.0,41.9,38.0,418.0,3420.0,50.0,32.0,7.0,7.0,76.0,2.0,1.32,0.84,2.16,1.13,1.97,54.2,48.7,1.43,1.28,38.0,38.0,3420.0,73.0,1.92,164.0,94.0,57.9,10.0,7.0,21.0,4.0,10.5,5.0,4.0,1.0,0.0,38.0,3.0,8.0,4.0,58.0,0.33,-11.0,-0.29,280.0,687.0,40.8,837.0,145.0,53.4,40.7,305.0,78.7,54.6,455.0,13.0,2.9,30.0,0.79,13.8,175.0,18.0,35.6,4.61,0.09,0.25,0.1,-4.2,-5.7,12313.0,16319.0,75.5,218281.0,85800.0,5823.0,6698.0,86.9,4500.0,5597.0,80.4,1500.0,2840.0,52.8,367.0,973.0,288.0,65.0,1279.0,14430.0,1795.0,464.0,68.0,150.0,627.0,184.0,71.0,82.0,5.0,733.0,94.0,360.0,863.0,22.71,615.0,74.0,56.0,54.0,91.0,2.39,56.0,6.0,7.0,10.0,1.0,641.0,362.0,306.0,247.0,88.0,496.0,132.0,364.0,525.0,841.0,28.0,20743.0,2232.0,6287.0,9435.0,5238.0,832.0,20736.0,10744.0,683.0,495.0,184.0,12212.0,551.0,380.0,1.0,469.0,385.0,94.0,7.0,5.0,4.0,2025.0,637.0,555.0,53.4
vs Bournemouth,28.0,53.1,38.0,418.0,3420.0,67.0,48.0,5.0,5.0,91.0,9.0,1.76,1.26,3.03,1.63,2.89,57.2,53.2,1.5,1.4,38.0,38.0,3420.0,56.0,1.47,161.0,105.0,69.6,19.0,6.0,13.0,12.0,31.6,9.0,7.0,1.0,1.0,38.0,0.0,8.0,1.0,55.7,0.3,0.7,0.02,288.0,727.0,39.6,889.0,125.0,52.6,40.1,306.0,84.6,58.0,475.0,13.0,2.7,28.0,0.74,13.5,168.0,18.0,32.6,4.42,0.12,0.37,0.11,9.8,8.8,16091.0,20430.0,78.8,277973.0,97717.0,7637.0,8629.0,88.5,6097.0,7231.0,84.3,1709.0,3238.0,52.8,385.0,1267.0,350.0,74.0,1675.0,18560.0,1786.0,368.0,72.0,142.0,753.0,225.0,99.0,80.0,6.0,793.0,84.0,340.0,927.0,24.39,704.0,67.0,61.0,40.0,119.0,3.13,91.0,2.0,9.0,8.0,0.0,643.0,388.0,297.0,272.0,74.0,472.0,102.0,370.0,423.0,830.0,14.0,24695.0,2164.0,6511.0,11786.0,6614.0,916.0,24690.0,13627.0,741.0,582.0,203.0,15971.0,551.0,309.0,4.0,456.0,326.0,84.0,4.0,9.0,1.0,2044.0,736.0,701.0,51.2
vs Brighton,21.0,57.6,38.0,418.0,3420.0,60.0,39.0,10.0,10.0,52.0,2.0,1.58,1.03,2.61,1.32,2.34,59.1,51.4,1.56,1.35,38.0,38.0,3420.0,35.0,0.92,105.0,69.0,71.4,20.0,9.0,9.0,13.0,34.2,6.0,5.0,1.0,0.0,38.0,0.0,10.0,0.0,32.0,0.26,-3.0,-0.08,185.0,549.0,33.7,828.0,127.0,43.1,36.4,262.0,73.3,53.0,523.0,24.0,4.6,42.0,1.11,15.8,160.0,27.0,27.9,4.21,0.09,0.31,0.09,0.9,-1.4,17677.0,21902.0,80.7,291899.0,97168.0,8772.0,9872.0,88.9,6753.0,7880.0,85.7,1482.0,2868.0,51.7,426.0,1316.0,370.0,74.0,1830.0,19966.0,1899.0,513.0,43.0,139.0,725.0,216.0,68.0,91.0,15.0,835.0,37.0,334.0,1020.0,26.84,724.0,81.0,69.0,60.0,103.0,2.71,65.0,3.0,10.0,11.0,1.0,583.0,346.0,272.0,223.0,88.0,367.0,87.0,280.0,399.0,711.0,13.0,26121.0,1782.0,6315.0,12989.0,7048.0,973.0,26111.0,14786.0,845.0,676.0,196.0,17547.0,548.0,415.0,1.0,322.0,441.0,37.0,9.0,6.0,0.0,1989.0,780.0,824.0,48.6
vs Burnley,23.0,58.8,38.0,418.0,3420.0,64.0,43.0,2.0,3.0,58.0,3.0,1.68,1.13,2.82,1.63,2.76,62.1,59.7,1.63,1.57,38.0,38.0,3420.0,45.0,1.18,114.0,71.0,62.3,20.0,7.0,11.0,12.0,31.6,2.0,2.0,0.0,0.0,38.0,0.0,10.0,2.0,39.7,0.34,-3.3,-0.09,243.0,711.0,34.2,1038.0,148.0,44.6,37.1,300.0,82.7,56.5,545.0,40.0,7.3,33.0,0.87,13.5,196.0,13.0,30.2,5.16,0.1,0.32,0.09,1.9,2.3,16631.0,21331.0,78.0,287084.0,101192.0,7841.0,8946.0,87.6,6394.0,7673.0,83.3,1753.0,3363.0,52.1,503.0,1187.0,385.0,103.0,1721.0,19291.0,1994.0,448.0,55.0,185.0,811.0,245.0,81.0,67.0,13.0,918.0,46.0,380.0,1147.0,30.18,893.0,81.0,86.0,27.0,107.0,2.82,82.0,4.0,11.0,4.0,0.0,477.0,291.0,236.0,189.0,52.0,329.0,84.0,245.0,307.0,952.0,11.0,25526.0,2181.0,7421.0,11647.0,6656.0,1065.0,25523.0,14231.0,917.0,592.0,247.0,16502.0,548.0,347.0,1.0,376.0,344.0,46.0,2.0,2.0,2.0,1976.0,1025.0,1016.0,50.2
vs Cardiff City,25.0,64.6,38.0,418.0,3420.0,69.0,53.0,4.0,7.0,49.0,3.0,1.82,1.39,3.21,1.71,3.11,61.5,56.0,1.62,1.47,38.0,38.0,3420.0,34.0,0.89,117.0,83.0,73.5,24.0,4.0,10.0,17.0,44.7,4.0,3.0,1.0,0.0,38.0,0.0,4.0,1.0,35.6,0.29,2.6,0.07,183.0,472.0,38.8,902.0,173.0,30.6,32.4,286.0,68.5,51.0,441.0,21.0,4.8,35.0,0.92,13.7,200.0,22.0,35.5,5.26,0.12,0.33,0.1,7.5,9.0,17574.0,22088.0,79.6,287097.0,106936.0,8802.0,9958.0,88.4,6446.0,7742.0,83.3,1535.0,2833.0,54.2,439.0,1261.0,360.0,56.0,1723.0,20080.0,1972.0,421.0,58.0,109.0,662.0,270.0,111.0,99.0,15.0,923.0,36.0,409.0,1017.0,26.76,719.0,94.0,62.0,52.0,124.0,3.26,87.0,6.0,8.0,7.0,1.0,546.0,326.0,283.0,217.0,46.0,373.0,117.0,256.0,314.0,987.0,15.0,26490.0,2114.0,7085.0,13042.0,6588.0,995.0,26484.0,14676.0,872.0,646.0,232.0,17425.0,631.0,414.0,0.0,415.0,360.0,36.0,6.0,4.0,1.0,1976.0,966.0,966.0,50.0
vs Chelsea,24.0,37.1,38.0,418.0,3420.0,39.0,30.0,1.0,2.0,63.0,0.0,1.03,0.79,1.82,1.0,1.79,36.4,34.7,0.96,0.91,38.0,38.0,3420.0,63.0,1.66,197.0,136.0,70.6,8.0,9.0,21.0,10.0,26.3,5.0,5.0,0.0,0.0,38.0,0.0,8.0,2.0,61.3,0.29,0.3,0.01,310.0,771.0,40.2,932.0,134.0,54.1,41.0,338.0,79.0,55.3,547.0,19.0,3.5,18.0,0.47,13.8,122.0,9.0,35.2,3.21,0.11,0.31,0.1,2.6,3.3,12084.0,15784.0,76.6,227292.0,84904.0,5137.0,5934.0,86.6,4930.0,5813.0,84.8,1629.0,3020.0,53.9,256.0,887.0,235.0,70.0,1127.0,13989.0,1718.0,407.0,32.0,169.0,511.0,141.0,54.0,31.0,10.0,731.0,77.0,347.0,604.0,15.89,431.0,64.0,30.0,29.0,66.0,1.74,46.0,7.0,5.0,3.0,2.0,712.0,403.0,371.0,266.0,75.0,561.0,194.0,367.0,568.0,978.0,21.0,20301.0,2645.0,7508.0,8559.0,4459.0,609.0,20300.0,10700.0,501.0,394.0,133.0,12010.0,542.0,377.0,0.0,431.0,326.0,77.0,2.0,5.0,2.0,2047.0,504.0,523.0,49.1
vs Crystal Palace,26.0,54.8,38.0,418.0,3420.0,52.0,35.0,4.0,5.0,62.0,2.0,1.37,0.92,2.29,1.26,2.18,50.1,46.6,1.32,1.23,38.0,38.0,3420.0,51.0,1.34,146.0,97.0,71.9,17.0,7.0,14.0,11.0,28.9,11.0,10.0,1.0,0.0,38.0,1.0,3.0,3.0,43.2,0.23,-4.8,-0.13,240.0,529.0,45.4,708.0,109.0,46.6,38.2,306.0,65.0,49.8,449.0,19.0,4.2,37.0,0.97,14.8,158.0,20.0,30.4,4.16,0.09,0.3,0.09,1.9,1.4,16735.0,20996.0,79.7,296420.0,103194.0,7882.0,9030.0,87.3,6305.0,7413.0,85.1,1967.0,3238.0,60.7,389.0,1469.0,331.0,91.0,1894.0,19077.0,1858.0,430.0,54.0,237.0,840.0,216.0,74.0,114.0,8.0,818.0,61.0,397.0,917.0,24.13,662.0,84.0,54.0,54.0,85.0,2.24,61.0,6.0,6.0,6.0,1.0,763.0,422.0,358.0,307.0,98.0,432.0,132.0,300.0,426.0,886.0,14.0,25658.0,2115.0,6318.0,12495.0,7063.0,865.0,25653.0,14615.0,827.0,662.0,144.0,16640.0,642.0,452.0,1.0,408.0,375.0,61.0,4.0,11.0,3.0,2147.0,706.0,680.0,50.9
vs Everton,23.0,48.5,38.0,418.0,3420.0,44.0,24.0,2.0,5.0,77.0,2.0,1.16,0.63,1.79,1.11,1.74,45.7,41.7,1.2,1.1,38.0,38.0,3420.0,54.0,1.42,167.0,112.0,68.9,14.0,9.0,15.0,10.0,26.3,5.0,2.0,2.0,1.0,38.0,2.0,8.0,1.0,45.8,0.26,-7.2,-0.19,231.0,667.0,34.6,881.0,139.0,49.1,39.5,303.0,77.2,54.8,636.0,23.0,3.6,33.0,0.87,13.5,131.0,17.0,32.9,3.45,0.11,0.32,0.11,-1.7,0.3,13146.0,17729.0,74.1,233950.0,90410.0,6047.0,7110.0,85.0,5045.0,6259.0,80.6,1543.0,3100.0,49.8,288.0,1002.0,255.0,57.0,1360.0,15626.0,2018.0,470.0,79.0,137.0,568.0,179.0,79.0,58.0,11.0,975.0,85.0,395.0,699.0,18.39,488.0,74.0,42.0,44.0,74.0,1.95,47.0,5.0,12.0,6.0,2.0,728.0,430.0,329.0,324.0,75.0,462.0,139.0,323.0,410.0,1046.0,20.0,22290.0,2294.0,7169.0,10332.0,5017.0,712.0,22285.0,11609.0,598.0,428.0,154.0,13052.0,575.0,478.0,1.0,440.0,420.0,85.0,5.0,5.0,1.0,2116.0,877.0,872.0,50.1
vs Fulham,28.0,51.2,38.0,418.0,3420.0,79.0,59.0,5.0,7.0,43.0,0.0,2.08,1.55,3.63,1.95,3.5,68.2,62.7,1.79,1.65,38.0,38.0,3420.0,34.0,0.89,143.0,109.0,77.6,26.0,5.0,7.0,15.0,39.5,3.0,2.0,1.0,0.0,38.0,0.0,4.0,1.0,39.1,0.25,6.1,0.16,273.0,647.0,42.2,990.0,150.0,45.4,38.5,286.0,69.2,52.8,467.0,26.0,5.6,30.0,0.79,14.0,220.0,16.0,37.9,5.79,0.13,0.34,0.11,10.8,11.3,16080.0,20508.0,78.4,285688.0,103831.0,7371.0,8429.0,87.4,6152.0,7397.0,83.2,1897.0,3317.0,57.2,426.0,1259.0,382.0,101.0,1716.0,18494.0,1935.0,480.0,64.0,185.0,808.0,226.0,102.0,71.0,12.0,871.0,79.0,370.0,992.0,26.11,729.0,75.0,70.0,47.0,135.0,3.55,98.0,6.0,14.0,5.0,2.0,700.0,428.0,298.0,306.0,96.0,377.0,110.0,267.0,446.0,765.0,18.0,24767.0,2137.0,6782.0,11798.0,6404.0,1026.0,24761.0,13459.0,816.0,572.0,253.0,15968.0,582.0,372.0,0.0,354.0,405.0,79.0,5.0,3.0,1.0,2094.0,718.0,742.0,49.2
vs Huddersfield,31.0,52.8,38.0,418.0,3420.0,75.0,56.0,7.0,8.0,66.0,2.0,1.97,1.47,3.45,1.79,3.26,60.9,54.7,1.6,1.44,38.0,38.0,3420.0,22.0,0.58,117.0,96.0,82.1,28.0,7.0,3.0,19.0,50.0,1.0,1.0,0.0,0.0,38.0,1.0,3.0,1.0,25.1,0.21,4.1,0.11,235.0,642.0,36.6,964.0,155.0,43.7,36.9,293.0,75.4,53.4,602.0,17.0,2.8,42.0,1.11,16.3,178.0,25.0,34.6,4.68,0.13,0.38,0.11,14.1,13.3,15904.0,20248.0,78.5,273887.0,101737.0,7466.0,8591.0,86.9,6201.0,7373.0,84.1,1614.0,2911.0,55.4,407.0,1241.0,314.0,68.0,1590.0,18262.0,1911.0,441.0,67.0,135.0,526.0,170.0,67.0,62.0,10.0,947.0,75.0,415.0,927.0,24.39,681.0,76.0,54.0,51.0,135.0,3.55,97.0,7.0,7.0,12.0,1.0,612.0,387.0,302.0,269.0,41.0,437.0,115.0,322.0,427.0,1014.0,19.0,24854.0,2275.0,7026.0,12324.0,5712.0,824.0,24846.0,13507.0,742.0,550.0,194.0,15783.0,610.0,445.0,0.0,385.0,399.0,75.0,7.0,1.0,1.0,2151.0,807.0,844.0,48.9
vs Leicester City,25.0,49.1,38.0,418.0,3420.0,48.0,36.0,5.0,5.0,70.0,6.0,1.26,0.95,2.21,1.13,2.08,43.7,39.8,1.15,1.05,38.0,38.0,3420.0,51.0,1.34,180.0,130.0,74.4,16.0,7.0,15.0,8.0,21.1,7.0,5.0,2.0,0.0,38.0,3.0,5.0,3.0,52.2,0.26,4.2,0.11,230.0,634.0,36.3,823.0,153.0,47.5,38.2,315.0,77.1,53.1,593.0,23.0,3.9,31.0,0.82,14.5,133.0,18.0,31.5,3.5,0.1,0.32,0.1,4.3,3.2,14135.0,18601.0,76.0,242955.0,90894.0,6766.0,7803.0,86.7,5322.0,6533.0,81.5,1495.0,2935.0,50.9,301.0,1126.0,273.0,52.0,1465.0,16602.0,1911.0,395.0,46.0,136.0,698.0,202.0,97.0,75.0,10.0,911.0,88.0,437.0,744.0,19.58,535.0,73.0,47.0,34.0,81.0,2.13,58.0,5.0,6.0,4.0,1.0,629.0,378.0,292.0,262.0,75.0,434.0,134.0,300.0,480.0,928.0,19.0,22968.0,2257.0,6476.0,10998.0,5737.0,762.0,22963.0,12096.0,695.0,568.0,150.0,14021.0,616.0,438.0,3.0,401.0,334.0,88.0,3.0,7.0,3.0,2095.0,679.0,811.0,45.6
vs Liverpool,23.0,38.2,38.0,418.0,3420.0,22.0,16.0,0.0,1.0,48.0,1.0,0.58,0.42,1.0,0.58,1.0,28.8,28.0,0.76,0.74,38.0,38.0,3420.0,89.0,2.34,218.0,132.0,62.4,1.0,7.0,30.0,3.0,7.9,7.0,7.0,0.0,0.0,38.0,1.0,12.0,3.0,77.7,0.33,-8.3,-0.22,250.0,779.0,32.1,885.0,140.0,55.8,41.5,367.0,77.7,54.9,573.0,20.0,3.5,36.0,0.95,12.8,96.0,9.0,31.4,2.53,0.07,0.23,0.1,-6.8,-6.0,11572.0,15810.0,73.2,202870.0,80749.0,5535.0,6452.0,85.8,4228.0,5296.0,79.8,1327.0,2872.0,46.2,221.0,795.0,203.0,59.0,1047.0,13964.0,1722.0,363.0,41.0,155.0,472.0,125.0,55.0,35.0,11.0,740.0,124.0,331.0,549.0,14.45,421.0,43.0,24.0,23.0,39.0,1.03,31.0,2.0,5.0,0.0,0.0,687.0,412.0,411.0,231.0,45.0,477.0,141.0,336.0,499.0,1101.0,21.0,20290.0,2764.0,7668.0,9007.0,3810.0,543.0,20288.0,9974.0,528.0,354.0,128.0,11479.0,529.0,362.0,0.0,367.0,297.0,124.0,1.0,7.0,3.0,2013.0,587.0,593.0,49.7
vs Manchester City,21.0,32.1,38.0,418.0,3420.0,23.0,14.0,4.0,4.0,54.0,2.0,0.61,0.37,0.97,0.5,0.87,24.7,21.7,0.65,0.57,38.0,38.0,3420.0,95.0,2.5,255.0,164.0,63.9,4.0,2.0,32.0,2.0,5.3,4.0,3.0,0.0,1.0,38.0,2.0,5.0,4.0,80.9,0.31,-10.1,-0.27,345.0,892.0,38.7,935.0,109.0,57.4,41.8,406.0,87.4,58.4,601.0,19.0,3.2,19.0,0.5,11.1,77.0,9.0,32.9,2.03,0.08,0.25,0.1,-1.7,-2.7,9950.0,13564.0,73.4,181073.0,73759.0,4566.0,5339.0,85.5,3733.0,4587.0,81.4,1253.0,2679.0,46.8,179.0,610.0,166.0,41.0,802.0,11859.0,1643.0,407.0,29.0,129.0,359.0,82.0,39.0,28.0,6.0,615.0,62.0,289.0,416.0,10.95,294.0,43.0,14.0,30.0,43.0,1.13,23.0,6.0,4.0,7.0,0.0,688.0,379.0,469.0,192.0,27.0,493.0,191.0,302.0,448.0,1133.0,27.0,17804.0,3065.0,7668.0,7290.0,3036.0,418.0,17800.0,8569.0,410.0,322.0,83.0,9885.0,453.0,325.0,0.0,310.0,311.0,62.0,4.0,4.0,4.0,1679.0,522.0,540.0,49.2
vs Manchester Utd,28.0,45.3,38.0,418.0,3420.0,51.0,37.0,6.0,6.0,67.0,1.0,1.34,0.97,2.32,1.18,2.16,50.6,45.9,1.33,1.21,38.0,38.0,3420.0,65.0,1.71,222.0,154.0,74.8,10.0,9.0,19.0,7.0,18.4,12.0,9.0,3.0,0.0,38.0,2.0,7.0,0.0,66.7,0.25,1.7,0.04,212.0,657.0,32.3,837.0,161.0,52.3,40.1,277.0,79.1,55.6,495.0,14.0,2.8,33.0,0.87,13.5,165.0,21.0,33.7,4.34,0.09,0.27,0.1,0.4,-0.9,13430.0,17529.0,76.6,224440.0,85856.0,6749.0,7598.0,88.8,4761.0,5847.0,81.4,1330.0,2804.0,47.4,371.0,1027.0,288.0,66.0,1336.0,15643.0,1814.0,492.0,45.0,151.0,662.0,186.0,68.0,74.0,12.0,756.0,72.0,391.0,888.0,23.37,637.0,85.0,44.0,53.0,93.0,2.45,63.0,10.0,6.0,7.0,0.0,655.0,385.0,330.0,249.0,76.0,430.0,129.0,301.0,442.0,898.0,21.0,21891.0,2268.0,6534.0,9903.0,5693.0,852.0,21885.0,11892.0,748.0,590.0,196.0,13324.0,516.0,341.0,1.0,409.0,411.0,72.0,5.0,12.0,0.0,2020.0,550.0,687.0,44.5
vs Newcastle Utd,24.0,59.6,38.0,418.0,3420.0,47.0,32.0,6.0,6.0,58.0,1.0,1.24,0.84,2.08,1.08,1.92,53.6,49.2,1.41,1.29,38.0,38.0,3420.0,42.0,1.11,139.0,96.0,70.5,17.0,9.0,12.0,13.0,34.2,3.0,1.0,2.0,0.0,38.0,1.0,7.0,1.0,38.8,0.26,-2.2,-0.06,177.0,492.0,36.0,898.0,212.0,38.0,35.0,255.0,59.2,48.3,554.0,21.0,3.8,51.0,1.34,14.7,134.0,31.0,27.8,3.53,0.09,0.31,0.1,-6.6,-8.2,18449.0,23109.0,79.8,315246.0,107717.0,8766.0,9981.0,87.8,7050.0,8324.0,84.7,1900.0,3222.0,59.0,349.0,1441.0,381.0,96.0,1868.0,21078.0,1968.0,442.0,73.0,163.0,834.0,231.0,101.0,94.0,16.0,960.0,63.0,437.0,853.0,22.45,598.0,91.0,56.0,58.0,83.0,2.18,51.0,9.0,11.0,8.0,1.0,608.0,367.0,281.0,257.0,70.0,389.0,116.0,273.0,351.0,922.0,18.0,27393.0,2065.0,6557.0,14103.0,6959.0,940.0,27387.0,15185.0,811.0,635.0,164.0,18329.0,596.0,471.0,0.0,349.0,410.0,63.0,5.0,3.0,1.0,2080.0,914.0,785.0,53.8
vs Southampton,30.0,56.6,38.0,418.0,3420.0,62.0,49.0,2.0,3.0,62.0,1.0,1.63,1.29,2.92,1.58,2.87,55.1,52.9,1.45,1.39,38.0,38.0,3420.0,45.0,1.18,160.0,115.0,74.4,17.0,12.0,9.0,10.0,26.3,5.0,4.0,1.0,0.0,38.0,3.0,5.0,1.0,44.2,0.26,0.2,0.01,243.0,659.0,36.9,943.0,140.0,47.6,37.8,317.0,66.2,50.8,526.0,15.0,2.9,51.0,1.34,16.6,172.0,12.0,33.1,4.53,0.12,0.35,0.1,6.9,7.1,16244.0,21051.0,77.2,282476.0,101329.0,7503.0,8704.0,86.2,6346.0,7649.0,83.0,1724.0,3166.0,54.5,383.0,1164.0,343.0,79.0,1574.0,18875.0,2088.0,462.0,63.0,152.0,710.0,214.0,78.0,60.0,25.0,1012.0,88.0,460.0,895.0,23.55,645.0,88.0,54.0,38.0,98.0,2.58,72.0,6.0,9.0,2.0,2.0,601.0,348.0,320.0,222.0,59.0,406.0,134.0,272.0,377.0,889.0,23.0,25423.0,2252.0,7439.0,12055.0,6128.0,953.0,25420.0,13719.0,702.0,530.0,194.0,16129.0,589.0,420.0,1.0,352.0,403.0,88.0,2.0,5.0,1.0,2035.0,873.0,767.0,53.2
vs Tottenham,28.0,41.0,38.0,418.0,3420.0,36.0,28.0,3.0,5.0,61.0,2.0,0.95,0.74,1.68,0.87,1.61,47.1,43.0,1.24,1.13,38.0,38.0,3420.0,67.0,1.76,186.0,120.0,66.1,13.0,2.0,23.0,6.0,15.8,4.0,4.0,0.0,0.0,38.0,2.0,9.0,1.0,56.9,0.29,-9.1,-0.24,330.0,805.0,41.0,923.0,143.0,60.0,43.5,294.0,85.4,57.8,495.0,24.0,4.8,44.0,1.16,15.0,151.0,13.0,33.1,3.97,0.07,0.22,0.1,-11.1,-10.0,11840.0,15982.0,74.1,217278.0,86532.0,5431.0,6334.0,85.7,4181.0,5215.0,80.2,1691.0,3167.0,53.4,342.0,933.0,255.0,72.0,1198.0,14084.0,1791.0,430.0,72.0,208.0,662.0,187.0,86.0,57.0,16.0,776.0,107.0,379.0,822.0,21.63,590.0,75.0,48.0,41.0,60.0,1.58,43.0,5.0,3.0,5.0,0.0,651.0,383.0,338.0,245.0,68.0,501.0,141.0,360.0,504.0,937.0,33.0,20494.0,2362.0,6675.0,9034.0,4992.0,747.0,20489.0,10494.0,597.0,453.0,173.0,11755.0,591.0,359.0,0.0,386.0,361.0,107.0,4.0,4.0,1.0,2082.0,611.0,599.0,50.5
vs Watford,25.0,53.3,38.0,418.0,3420.0,56.0,38.0,4.0,5.0,50.0,3.0,1.47,1.0,2.47,1.37,2.37,59.2,55.3,1.56,1.45,38.0,38.0,3420.0,52.0,1.37,149.0,98.0,65.8,16.0,8.0,14.0,10.0,26.3,1.0,1.0,0.0,0.0,38.0,0.0,7.0,1.0,45.2,0.3,-5.8,-0.15,247.0,631.0,39.1,820.0,144.0,50.6,39.4,258.0,83.7,57.0,474.0,22.0,4.6,29.0,0.76,13.6,175.0,18.0,36.0,4.61,0.11,0.3,0.12,-3.2,-3.3,15141.0,19586.0,77.3,264051.0,97503.0,7193.0,8267.0,87.0,5622.0,6834.0,82.3,1704.0,3104.0,54.9,351.0,1200.0,344.0,89.0,1605.0,17653.0,1818.0,491.0,87.0,169.0,741.0,210.0,92.0,66.0,10.0,769.0,115.0,360.0,859.0,22.61,591.0,88.0,57.0,49.0,95.0,2.5,64.0,7.0,10.0,7.0,3.0,669.0,392.0,328.0,255.0,86.0,418.0,125.0,293.0,451.0,998.0,17.0,24096.0,2196.0,6862.0,11288.0,6170.0,891.0,24091.0,13101.0,762.0,619.0,193.0,15004.0,544.0,399.0,3.0,403.0,423.0,115.0,5.0,1.0,1.0,2154.0,797.0,753.0,51.4
vs West Ham,26.0,51.4,38.0,418.0,3420.0,54.0,40.0,4.0,5.0,57.0,1.0,1.42,1.05,2.47,1.32,2.37,61.9,58.0,1.63,1.53,38.0,38.0,3420.0,52.0,1.37,154.0,103.0,69.5,16.0,7.0,15.0,14.0,36.8,5.0,5.0,0.0,0.0,38.0,0.0,8.0,1.0,49.3,0.29,-1.7,-0.04,243.0,580.0,41.9,815.0,144.0,47.7,37.6,266.0,71.8,52.2,480.0,12.0,2.5,42.0,1.11,16.5,193.0,19.0,36.9,5.08,0.1,0.26,0.12,-7.9,-8.0,15357.0,19548.0,78.6,258831.0,99119.0,7503.0,8474.0,88.5,5716.0,6817.0,83.8,1528.0,2825.0,54.1,389.0,1322.0,336.0,73.0,1781.0,17686.0,1737.0,375.0,86.0,129.0,711.0,207.0,89.0,85.0,5.0,799.0,125.0,434.0,931.0,24.5,668.0,79.0,54.0,50.0,102.0,2.68,69.0,11.0,7.0,7.0,0.0,669.0,414.0,307.0,290.0,72.0,457.0,115.0,342.0,409.0,807.0,16.0,23872.0,2096.0,6281.0,11624.0,6237.0,915.0,23867.0,13118.0,853.0,679.0,204.0,15259.0,522.0,428.0,0.0,401.0,319.0,125.0,5.0,6.0,1.0,2209.0,620.0,636.0,49.4
vs Wolves,21.0,53.2,38.0,418.0,3420.0,42.0,32.0,3.0,4.0,76.0,4.0,1.11,0.84,1.95,1.03,1.87,42.1,39.0,1.11,1.03,38.0,38.0,3420.0,47.0,1.24,148.0,102.0,70.9,13.0,9.0,16.0,11.0,28.9,4.0,4.0,0.0,0.0,38.0,2.0,7.0,1.0,47.7,0.3,1.7,0.04,227.0,662.0,34.3,902.0,128.0,48.1,38.3,288.0,79.2,55.3,483.0,14.0,2.9,50.0,1.32,17.3,138.0,19.0,30.1,3.63,0.08,0.28,0.09,-0.1,0.0,16749.0,21077.0,79.5,286755.0,98460.0,7853.0,8839.0,88.8,6604.0,7767.0,85.0,1654.0,3076.0,53.8,312.0,1158.0,284.0,58.0,1573.0,19138.0,1891.0,456.0,39.0,112.0,654.0,190.0,75.0,60.0,8.0,873.0,48.0,430.0,794.0,20.89,562.0,61.0,46.0,52.0,74.0,1.95,50.0,5.0,7.0,8.0,1.0,666.0,410.0,304.0,295.0,67.0,437.0,119.0,318.0,387.0,828.0,24.0,25401.0,2092.0,6439.0,12980.0,6198.0,732.0,25397.0,14268.0,750.0,624.0,150.0,16643.0,559.0,436.0,1.0,334.0,393.0,48.0,4.0,4.0,1.0,2071.0,788.0,803.0,49.5
1 team players_used possession games games_starts minutes goals assists pens_made pens_att cards_yellow cards_red goals_per90 assists_per90 goals_assists_per90 goals_pens_per90 goals_assists_pens_per90 xg npxg xg_per90 npxg_per90 gk_games gk_games_starts gk_minutes gk_goals_against gk_goals_against_per90 gk_shots_on_target_against gk_saves gk_save_pct gk_wins gk_ties gk_losses gk_clean_sheets gk_clean_sheets_pct gk_pens_att gk_pens_allowed gk_pens_saved gk_pens_missed minutes_90s gk_free_kick_goals_against gk_corner_kick_goals_against gk_own_goals_against gk_psxg gk_psnpxg_per_shot_on_target_against gk_psxg_net gk_psxg_net_per90 gk_passes_completed_launched gk_passes_launched gk_passes_pct_launched gk_passes gk_passes_throws gk_pct_passes_launched gk_passes_length_avg gk_goal_kicks gk_pct_goal_kicks_launched gk_goal_kick_length_avg gk_crosses gk_crosses_stopped gk_crosses_stopped_pct gk_def_actions_outside_pen_area gk_def_actions_outside_pen_area_per90 gk_avg_distance_def_actions shots_on_target shots_free_kicks shots_on_target_pct shots_on_target_per90 goals_per_shot goals_per_shot_on_target npxg_per_shot xg_net npxg_net passes_completed passes passes_pct passes_total_distance passes_progressive_distance passes_completed_short passes_short passes_pct_short passes_completed_medium passes_medium passes_pct_medium passes_completed_long passes_long passes_pct_long assisted_shots passes_into_final_third passes_into_penalty_area crosses_into_penalty_area progressive_passes passes_live passes_dead passes_free_kicks through_balls passes_switches crosses corner_kicks corner_kicks_in corner_kicks_out corner_kicks_straight throw_ins passes_offsides passes_blocked sca sca_per90 sca_passes_live sca_passes_dead sca_shots sca_fouled gca gca_per90 gca_passes_live gca_passes_dead gca_shots gca_fouled gca_defense tackles tackles_won tackles_def_3rd tackles_mid_3rd tackles_att_3rd blocks blocked_shots blocked_passes interceptions clearances errors touches touches_def_pen_area touches_def_3rd touches_mid_3rd touches_att_3rd touches_att_pen_area touches_live_ball carries progressive_carries carries_into_final_third carries_into_penalty_area passes_received miscontrols dispossessed cards_yellow_red fouls fouled offsides pens_won pens_conceded own_goals ball_recoveries aerials_won aerials_lost aerials_won_pct
2 vs Arsenal 28.0 41.9 38.0 418.0 3420.0 50.0 32.0 7.0 7.0 76.0 2.0 1.32 0.84 2.16 1.13 1.97 54.2 48.7 1.43 1.28 38.0 38.0 3420.0 73.0 1.92 164.0 94.0 57.9 10.0 7.0 21.0 4.0 10.5 5.0 4.0 1.0 0.0 38.0 3.0 8.0 4.0 58.0 0.33 -11.0 -0.29 280.0 687.0 40.8 837.0 145.0 53.4 40.7 305.0 78.7 54.6 455.0 13.0 2.9 30.0 0.79 13.8 175.0 18.0 35.6 4.61 0.09 0.25 0.1 -4.2 -5.7 12313.0 16319.0 75.5 218281.0 85800.0 5823.0 6698.0 86.9 4500.0 5597.0 80.4 1500.0 2840.0 52.8 367.0 973.0 288.0 65.0 1279.0 14430.0 1795.0 464.0 68.0 150.0 627.0 184.0 71.0 82.0 5.0 733.0 94.0 360.0 863.0 22.71 615.0 74.0 56.0 54.0 91.0 2.39 56.0 6.0 7.0 10.0 1.0 641.0 362.0 306.0 247.0 88.0 496.0 132.0 364.0 525.0 841.0 28.0 20743.0 2232.0 6287.0 9435.0 5238.0 832.0 20736.0 10744.0 683.0 495.0 184.0 12212.0 551.0 380.0 1.0 469.0 385.0 94.0 7.0 5.0 4.0 2025.0 637.0 555.0 53.4
3 vs Bournemouth 28.0 53.1 38.0 418.0 3420.0 67.0 48.0 5.0 5.0 91.0 9.0 1.76 1.26 3.03 1.63 2.89 57.2 53.2 1.5 1.4 38.0 38.0 3420.0 56.0 1.47 161.0 105.0 69.6 19.0 6.0 13.0 12.0 31.6 9.0 7.0 1.0 1.0 38.0 0.0 8.0 1.0 55.7 0.3 0.7 0.02 288.0 727.0 39.6 889.0 125.0 52.6 40.1 306.0 84.6 58.0 475.0 13.0 2.7 28.0 0.74 13.5 168.0 18.0 32.6 4.42 0.12 0.37 0.11 9.8 8.8 16091.0 20430.0 78.8 277973.0 97717.0 7637.0 8629.0 88.5 6097.0 7231.0 84.3 1709.0 3238.0 52.8 385.0 1267.0 350.0 74.0 1675.0 18560.0 1786.0 368.0 72.0 142.0 753.0 225.0 99.0 80.0 6.0 793.0 84.0 340.0 927.0 24.39 704.0 67.0 61.0 40.0 119.0 3.13 91.0 2.0 9.0 8.0 0.0 643.0 388.0 297.0 272.0 74.0 472.0 102.0 370.0 423.0 830.0 14.0 24695.0 2164.0 6511.0 11786.0 6614.0 916.0 24690.0 13627.0 741.0 582.0 203.0 15971.0 551.0 309.0 4.0 456.0 326.0 84.0 4.0 9.0 1.0 2044.0 736.0 701.0 51.2
4 vs Brighton 21.0 57.6 38.0 418.0 3420.0 60.0 39.0 10.0 10.0 52.0 2.0 1.58 1.03 2.61 1.32 2.34 59.1 51.4 1.56 1.35 38.0 38.0 3420.0 35.0 0.92 105.0 69.0 71.4 20.0 9.0 9.0 13.0 34.2 6.0 5.0 1.0 0.0 38.0 0.0 10.0 0.0 32.0 0.26 -3.0 -0.08 185.0 549.0 33.7 828.0 127.0 43.1 36.4 262.0 73.3 53.0 523.0 24.0 4.6 42.0 1.11 15.8 160.0 27.0 27.9 4.21 0.09 0.31 0.09 0.9 -1.4 17677.0 21902.0 80.7 291899.0 97168.0 8772.0 9872.0 88.9 6753.0 7880.0 85.7 1482.0 2868.0 51.7 426.0 1316.0 370.0 74.0 1830.0 19966.0 1899.0 513.0 43.0 139.0 725.0 216.0 68.0 91.0 15.0 835.0 37.0 334.0 1020.0 26.84 724.0 81.0 69.0 60.0 103.0 2.71 65.0 3.0 10.0 11.0 1.0 583.0 346.0 272.0 223.0 88.0 367.0 87.0 280.0 399.0 711.0 13.0 26121.0 1782.0 6315.0 12989.0 7048.0 973.0 26111.0 14786.0 845.0 676.0 196.0 17547.0 548.0 415.0 1.0 322.0 441.0 37.0 9.0 6.0 0.0 1989.0 780.0 824.0 48.6
5 vs Burnley 23.0 58.8 38.0 418.0 3420.0 64.0 43.0 2.0 3.0 58.0 3.0 1.68 1.13 2.82 1.63 2.76 62.1 59.7 1.63 1.57 38.0 38.0 3420.0 45.0 1.18 114.0 71.0 62.3 20.0 7.0 11.0 12.0 31.6 2.0 2.0 0.0 0.0 38.0 0.0 10.0 2.0 39.7 0.34 -3.3 -0.09 243.0 711.0 34.2 1038.0 148.0 44.6 37.1 300.0 82.7 56.5 545.0 40.0 7.3 33.0 0.87 13.5 196.0 13.0 30.2 5.16 0.1 0.32 0.09 1.9 2.3 16631.0 21331.0 78.0 287084.0 101192.0 7841.0 8946.0 87.6 6394.0 7673.0 83.3 1753.0 3363.0 52.1 503.0 1187.0 385.0 103.0 1721.0 19291.0 1994.0 448.0 55.0 185.0 811.0 245.0 81.0 67.0 13.0 918.0 46.0 380.0 1147.0 30.18 893.0 81.0 86.0 27.0 107.0 2.82 82.0 4.0 11.0 4.0 0.0 477.0 291.0 236.0 189.0 52.0 329.0 84.0 245.0 307.0 952.0 11.0 25526.0 2181.0 7421.0 11647.0 6656.0 1065.0 25523.0 14231.0 917.0 592.0 247.0 16502.0 548.0 347.0 1.0 376.0 344.0 46.0 2.0 2.0 2.0 1976.0 1025.0 1016.0 50.2
6 vs Cardiff City 25.0 64.6 38.0 418.0 3420.0 69.0 53.0 4.0 7.0 49.0 3.0 1.82 1.39 3.21 1.71 3.11 61.5 56.0 1.62 1.47 38.0 38.0 3420.0 34.0 0.89 117.0 83.0 73.5 24.0 4.0 10.0 17.0 44.7 4.0 3.0 1.0 0.0 38.0 0.0 4.0 1.0 35.6 0.29 2.6 0.07 183.0 472.0 38.8 902.0 173.0 30.6 32.4 286.0 68.5 51.0 441.0 21.0 4.8 35.0 0.92 13.7 200.0 22.0 35.5 5.26 0.12 0.33 0.1 7.5 9.0 17574.0 22088.0 79.6 287097.0 106936.0 8802.0 9958.0 88.4 6446.0 7742.0 83.3 1535.0 2833.0 54.2 439.0 1261.0 360.0 56.0 1723.0 20080.0 1972.0 421.0 58.0 109.0 662.0 270.0 111.0 99.0 15.0 923.0 36.0 409.0 1017.0 26.76 719.0 94.0 62.0 52.0 124.0 3.26 87.0 6.0 8.0 7.0 1.0 546.0 326.0 283.0 217.0 46.0 373.0 117.0 256.0 314.0 987.0 15.0 26490.0 2114.0 7085.0 13042.0 6588.0 995.0 26484.0 14676.0 872.0 646.0 232.0 17425.0 631.0 414.0 0.0 415.0 360.0 36.0 6.0 4.0 1.0 1976.0 966.0 966.0 50.0
7 vs Chelsea 24.0 37.1 38.0 418.0 3420.0 39.0 30.0 1.0 2.0 63.0 0.0 1.03 0.79 1.82 1.0 1.79 36.4 34.7 0.96 0.91 38.0 38.0 3420.0 63.0 1.66 197.0 136.0 70.6 8.0 9.0 21.0 10.0 26.3 5.0 5.0 0.0 0.0 38.0 0.0 8.0 2.0 61.3 0.29 0.3 0.01 310.0 771.0 40.2 932.0 134.0 54.1 41.0 338.0 79.0 55.3 547.0 19.0 3.5 18.0 0.47 13.8 122.0 9.0 35.2 3.21 0.11 0.31 0.1 2.6 3.3 12084.0 15784.0 76.6 227292.0 84904.0 5137.0 5934.0 86.6 4930.0 5813.0 84.8 1629.0 3020.0 53.9 256.0 887.0 235.0 70.0 1127.0 13989.0 1718.0 407.0 32.0 169.0 511.0 141.0 54.0 31.0 10.0 731.0 77.0 347.0 604.0 15.89 431.0 64.0 30.0 29.0 66.0 1.74 46.0 7.0 5.0 3.0 2.0 712.0 403.0 371.0 266.0 75.0 561.0 194.0 367.0 568.0 978.0 21.0 20301.0 2645.0 7508.0 8559.0 4459.0 609.0 20300.0 10700.0 501.0 394.0 133.0 12010.0 542.0 377.0 0.0 431.0 326.0 77.0 2.0 5.0 2.0 2047.0 504.0 523.0 49.1
8 vs Crystal Palace 26.0 54.8 38.0 418.0 3420.0 52.0 35.0 4.0 5.0 62.0 2.0 1.37 0.92 2.29 1.26 2.18 50.1 46.6 1.32 1.23 38.0 38.0 3420.0 51.0 1.34 146.0 97.0 71.9 17.0 7.0 14.0 11.0 28.9 11.0 10.0 1.0 0.0 38.0 1.0 3.0 3.0 43.2 0.23 -4.8 -0.13 240.0 529.0 45.4 708.0 109.0 46.6 38.2 306.0 65.0 49.8 449.0 19.0 4.2 37.0 0.97 14.8 158.0 20.0 30.4 4.16 0.09 0.3 0.09 1.9 1.4 16735.0 20996.0 79.7 296420.0 103194.0 7882.0 9030.0 87.3 6305.0 7413.0 85.1 1967.0 3238.0 60.7 389.0 1469.0 331.0 91.0 1894.0 19077.0 1858.0 430.0 54.0 237.0 840.0 216.0 74.0 114.0 8.0 818.0 61.0 397.0 917.0 24.13 662.0 84.0 54.0 54.0 85.0 2.24 61.0 6.0 6.0 6.0 1.0 763.0 422.0 358.0 307.0 98.0 432.0 132.0 300.0 426.0 886.0 14.0 25658.0 2115.0 6318.0 12495.0 7063.0 865.0 25653.0 14615.0 827.0 662.0 144.0 16640.0 642.0 452.0 1.0 408.0 375.0 61.0 4.0 11.0 3.0 2147.0 706.0 680.0 50.9
9 vs Everton 23.0 48.5 38.0 418.0 3420.0 44.0 24.0 2.0 5.0 77.0 2.0 1.16 0.63 1.79 1.11 1.74 45.7 41.7 1.2 1.1 38.0 38.0 3420.0 54.0 1.42 167.0 112.0 68.9 14.0 9.0 15.0 10.0 26.3 5.0 2.0 2.0 1.0 38.0 2.0 8.0 1.0 45.8 0.26 -7.2 -0.19 231.0 667.0 34.6 881.0 139.0 49.1 39.5 303.0 77.2 54.8 636.0 23.0 3.6 33.0 0.87 13.5 131.0 17.0 32.9 3.45 0.11 0.32 0.11 -1.7 0.3 13146.0 17729.0 74.1 233950.0 90410.0 6047.0 7110.0 85.0 5045.0 6259.0 80.6 1543.0 3100.0 49.8 288.0 1002.0 255.0 57.0 1360.0 15626.0 2018.0 470.0 79.0 137.0 568.0 179.0 79.0 58.0 11.0 975.0 85.0 395.0 699.0 18.39 488.0 74.0 42.0 44.0 74.0 1.95 47.0 5.0 12.0 6.0 2.0 728.0 430.0 329.0 324.0 75.0 462.0 139.0 323.0 410.0 1046.0 20.0 22290.0 2294.0 7169.0 10332.0 5017.0 712.0 22285.0 11609.0 598.0 428.0 154.0 13052.0 575.0 478.0 1.0 440.0 420.0 85.0 5.0 5.0 1.0 2116.0 877.0 872.0 50.1
10 vs Fulham 28.0 51.2 38.0 418.0 3420.0 79.0 59.0 5.0 7.0 43.0 0.0 2.08 1.55 3.63 1.95 3.5 68.2 62.7 1.79 1.65 38.0 38.0 3420.0 34.0 0.89 143.0 109.0 77.6 26.0 5.0 7.0 15.0 39.5 3.0 2.0 1.0 0.0 38.0 0.0 4.0 1.0 39.1 0.25 6.1 0.16 273.0 647.0 42.2 990.0 150.0 45.4 38.5 286.0 69.2 52.8 467.0 26.0 5.6 30.0 0.79 14.0 220.0 16.0 37.9 5.79 0.13 0.34 0.11 10.8 11.3 16080.0 20508.0 78.4 285688.0 103831.0 7371.0 8429.0 87.4 6152.0 7397.0 83.2 1897.0 3317.0 57.2 426.0 1259.0 382.0 101.0 1716.0 18494.0 1935.0 480.0 64.0 185.0 808.0 226.0 102.0 71.0 12.0 871.0 79.0 370.0 992.0 26.11 729.0 75.0 70.0 47.0 135.0 3.55 98.0 6.0 14.0 5.0 2.0 700.0 428.0 298.0 306.0 96.0 377.0 110.0 267.0 446.0 765.0 18.0 24767.0 2137.0 6782.0 11798.0 6404.0 1026.0 24761.0 13459.0 816.0 572.0 253.0 15968.0 582.0 372.0 0.0 354.0 405.0 79.0 5.0 3.0 1.0 2094.0 718.0 742.0 49.2
11 vs Huddersfield 31.0 52.8 38.0 418.0 3420.0 75.0 56.0 7.0 8.0 66.0 2.0 1.97 1.47 3.45 1.79 3.26 60.9 54.7 1.6 1.44 38.0 38.0 3420.0 22.0 0.58 117.0 96.0 82.1 28.0 7.0 3.0 19.0 50.0 1.0 1.0 0.0 0.0 38.0 1.0 3.0 1.0 25.1 0.21 4.1 0.11 235.0 642.0 36.6 964.0 155.0 43.7 36.9 293.0 75.4 53.4 602.0 17.0 2.8 42.0 1.11 16.3 178.0 25.0 34.6 4.68 0.13 0.38 0.11 14.1 13.3 15904.0 20248.0 78.5 273887.0 101737.0 7466.0 8591.0 86.9 6201.0 7373.0 84.1 1614.0 2911.0 55.4 407.0 1241.0 314.0 68.0 1590.0 18262.0 1911.0 441.0 67.0 135.0 526.0 170.0 67.0 62.0 10.0 947.0 75.0 415.0 927.0 24.39 681.0 76.0 54.0 51.0 135.0 3.55 97.0 7.0 7.0 12.0 1.0 612.0 387.0 302.0 269.0 41.0 437.0 115.0 322.0 427.0 1014.0 19.0 24854.0 2275.0 7026.0 12324.0 5712.0 824.0 24846.0 13507.0 742.0 550.0 194.0 15783.0 610.0 445.0 0.0 385.0 399.0 75.0 7.0 1.0 1.0 2151.0 807.0 844.0 48.9
12 vs Leicester City 25.0 49.1 38.0 418.0 3420.0 48.0 36.0 5.0 5.0 70.0 6.0 1.26 0.95 2.21 1.13 2.08 43.7 39.8 1.15 1.05 38.0 38.0 3420.0 51.0 1.34 180.0 130.0 74.4 16.0 7.0 15.0 8.0 21.1 7.0 5.0 2.0 0.0 38.0 3.0 5.0 3.0 52.2 0.26 4.2 0.11 230.0 634.0 36.3 823.0 153.0 47.5 38.2 315.0 77.1 53.1 593.0 23.0 3.9 31.0 0.82 14.5 133.0 18.0 31.5 3.5 0.1 0.32 0.1 4.3 3.2 14135.0 18601.0 76.0 242955.0 90894.0 6766.0 7803.0 86.7 5322.0 6533.0 81.5 1495.0 2935.0 50.9 301.0 1126.0 273.0 52.0 1465.0 16602.0 1911.0 395.0 46.0 136.0 698.0 202.0 97.0 75.0 10.0 911.0 88.0 437.0 744.0 19.58 535.0 73.0 47.0 34.0 81.0 2.13 58.0 5.0 6.0 4.0 1.0 629.0 378.0 292.0 262.0 75.0 434.0 134.0 300.0 480.0 928.0 19.0 22968.0 2257.0 6476.0 10998.0 5737.0 762.0 22963.0 12096.0 695.0 568.0 150.0 14021.0 616.0 438.0 3.0 401.0 334.0 88.0 3.0 7.0 3.0 2095.0 679.0 811.0 45.6
13 vs Liverpool 23.0 38.2 38.0 418.0 3420.0 22.0 16.0 0.0 1.0 48.0 1.0 0.58 0.42 1.0 0.58 1.0 28.8 28.0 0.76 0.74 38.0 38.0 3420.0 89.0 2.34 218.0 132.0 62.4 1.0 7.0 30.0 3.0 7.9 7.0 7.0 0.0 0.0 38.0 1.0 12.0 3.0 77.7 0.33 -8.3 -0.22 250.0 779.0 32.1 885.0 140.0 55.8 41.5 367.0 77.7 54.9 573.0 20.0 3.5 36.0 0.95 12.8 96.0 9.0 31.4 2.53 0.07 0.23 0.1 -6.8 -6.0 11572.0 15810.0 73.2 202870.0 80749.0 5535.0 6452.0 85.8 4228.0 5296.0 79.8 1327.0 2872.0 46.2 221.0 795.0 203.0 59.0 1047.0 13964.0 1722.0 363.0 41.0 155.0 472.0 125.0 55.0 35.0 11.0 740.0 124.0 331.0 549.0 14.45 421.0 43.0 24.0 23.0 39.0 1.03 31.0 2.0 5.0 0.0 0.0 687.0 412.0 411.0 231.0 45.0 477.0 141.0 336.0 499.0 1101.0 21.0 20290.0 2764.0 7668.0 9007.0 3810.0 543.0 20288.0 9974.0 528.0 354.0 128.0 11479.0 529.0 362.0 0.0 367.0 297.0 124.0 1.0 7.0 3.0 2013.0 587.0 593.0 49.7
14 vs Manchester City 21.0 32.1 38.0 418.0 3420.0 23.0 14.0 4.0 4.0 54.0 2.0 0.61 0.37 0.97 0.5 0.87 24.7 21.7 0.65 0.57 38.0 38.0 3420.0 95.0 2.5 255.0 164.0 63.9 4.0 2.0 32.0 2.0 5.3 4.0 3.0 0.0 1.0 38.0 2.0 5.0 4.0 80.9 0.31 -10.1 -0.27 345.0 892.0 38.7 935.0 109.0 57.4 41.8 406.0 87.4 58.4 601.0 19.0 3.2 19.0 0.5 11.1 77.0 9.0 32.9 2.03 0.08 0.25 0.1 -1.7 -2.7 9950.0 13564.0 73.4 181073.0 73759.0 4566.0 5339.0 85.5 3733.0 4587.0 81.4 1253.0 2679.0 46.8 179.0 610.0 166.0 41.0 802.0 11859.0 1643.0 407.0 29.0 129.0 359.0 82.0 39.0 28.0 6.0 615.0 62.0 289.0 416.0 10.95 294.0 43.0 14.0 30.0 43.0 1.13 23.0 6.0 4.0 7.0 0.0 688.0 379.0 469.0 192.0 27.0 493.0 191.0 302.0 448.0 1133.0 27.0 17804.0 3065.0 7668.0 7290.0 3036.0 418.0 17800.0 8569.0 410.0 322.0 83.0 9885.0 453.0 325.0 0.0 310.0 311.0 62.0 4.0 4.0 4.0 1679.0 522.0 540.0 49.2
15 vs Manchester Utd 28.0 45.3 38.0 418.0 3420.0 51.0 37.0 6.0 6.0 67.0 1.0 1.34 0.97 2.32 1.18 2.16 50.6 45.9 1.33 1.21 38.0 38.0 3420.0 65.0 1.71 222.0 154.0 74.8 10.0 9.0 19.0 7.0 18.4 12.0 9.0 3.0 0.0 38.0 2.0 7.0 0.0 66.7 0.25 1.7 0.04 212.0 657.0 32.3 837.0 161.0 52.3 40.1 277.0 79.1 55.6 495.0 14.0 2.8 33.0 0.87 13.5 165.0 21.0 33.7 4.34 0.09 0.27 0.1 0.4 -0.9 13430.0 17529.0 76.6 224440.0 85856.0 6749.0 7598.0 88.8 4761.0 5847.0 81.4 1330.0 2804.0 47.4 371.0 1027.0 288.0 66.0 1336.0 15643.0 1814.0 492.0 45.0 151.0 662.0 186.0 68.0 74.0 12.0 756.0 72.0 391.0 888.0 23.37 637.0 85.0 44.0 53.0 93.0 2.45 63.0 10.0 6.0 7.0 0.0 655.0 385.0 330.0 249.0 76.0 430.0 129.0 301.0 442.0 898.0 21.0 21891.0 2268.0 6534.0 9903.0 5693.0 852.0 21885.0 11892.0 748.0 590.0 196.0 13324.0 516.0 341.0 1.0 409.0 411.0 72.0 5.0 12.0 0.0 2020.0 550.0 687.0 44.5
16 vs Newcastle Utd 24.0 59.6 38.0 418.0 3420.0 47.0 32.0 6.0 6.0 58.0 1.0 1.24 0.84 2.08 1.08 1.92 53.6 49.2 1.41 1.29 38.0 38.0 3420.0 42.0 1.11 139.0 96.0 70.5 17.0 9.0 12.0 13.0 34.2 3.0 1.0 2.0 0.0 38.0 1.0 7.0 1.0 38.8 0.26 -2.2 -0.06 177.0 492.0 36.0 898.0 212.0 38.0 35.0 255.0 59.2 48.3 554.0 21.0 3.8 51.0 1.34 14.7 134.0 31.0 27.8 3.53 0.09 0.31 0.1 -6.6 -8.2 18449.0 23109.0 79.8 315246.0 107717.0 8766.0 9981.0 87.8 7050.0 8324.0 84.7 1900.0 3222.0 59.0 349.0 1441.0 381.0 96.0 1868.0 21078.0 1968.0 442.0 73.0 163.0 834.0 231.0 101.0 94.0 16.0 960.0 63.0 437.0 853.0 22.45 598.0 91.0 56.0 58.0 83.0 2.18 51.0 9.0 11.0 8.0 1.0 608.0 367.0 281.0 257.0 70.0 389.0 116.0 273.0 351.0 922.0 18.0 27393.0 2065.0 6557.0 14103.0 6959.0 940.0 27387.0 15185.0 811.0 635.0 164.0 18329.0 596.0 471.0 0.0 349.0 410.0 63.0 5.0 3.0 1.0 2080.0 914.0 785.0 53.8
17 vs Southampton 30.0 56.6 38.0 418.0 3420.0 62.0 49.0 2.0 3.0 62.0 1.0 1.63 1.29 2.92 1.58 2.87 55.1 52.9 1.45 1.39 38.0 38.0 3420.0 45.0 1.18 160.0 115.0 74.4 17.0 12.0 9.0 10.0 26.3 5.0 4.0 1.0 0.0 38.0 3.0 5.0 1.0 44.2 0.26 0.2 0.01 243.0 659.0 36.9 943.0 140.0 47.6 37.8 317.0 66.2 50.8 526.0 15.0 2.9 51.0 1.34 16.6 172.0 12.0 33.1 4.53 0.12 0.35 0.1 6.9 7.1 16244.0 21051.0 77.2 282476.0 101329.0 7503.0 8704.0 86.2 6346.0 7649.0 83.0 1724.0 3166.0 54.5 383.0 1164.0 343.0 79.0 1574.0 18875.0 2088.0 462.0 63.0 152.0 710.0 214.0 78.0 60.0 25.0 1012.0 88.0 460.0 895.0 23.55 645.0 88.0 54.0 38.0 98.0 2.58 72.0 6.0 9.0 2.0 2.0 601.0 348.0 320.0 222.0 59.0 406.0 134.0 272.0 377.0 889.0 23.0 25423.0 2252.0 7439.0 12055.0 6128.0 953.0 25420.0 13719.0 702.0 530.0 194.0 16129.0 589.0 420.0 1.0 352.0 403.0 88.0 2.0 5.0 1.0 2035.0 873.0 767.0 53.2
18 vs Tottenham 28.0 41.0 38.0 418.0 3420.0 36.0 28.0 3.0 5.0 61.0 2.0 0.95 0.74 1.68 0.87 1.61 47.1 43.0 1.24 1.13 38.0 38.0 3420.0 67.0 1.76 186.0 120.0 66.1 13.0 2.0 23.0 6.0 15.8 4.0 4.0 0.0 0.0 38.0 2.0 9.0 1.0 56.9 0.29 -9.1 -0.24 330.0 805.0 41.0 923.0 143.0 60.0 43.5 294.0 85.4 57.8 495.0 24.0 4.8 44.0 1.16 15.0 151.0 13.0 33.1 3.97 0.07 0.22 0.1 -11.1 -10.0 11840.0 15982.0 74.1 217278.0 86532.0 5431.0 6334.0 85.7 4181.0 5215.0 80.2 1691.0 3167.0 53.4 342.0 933.0 255.0 72.0 1198.0 14084.0 1791.0 430.0 72.0 208.0 662.0 187.0 86.0 57.0 16.0 776.0 107.0 379.0 822.0 21.63 590.0 75.0 48.0 41.0 60.0 1.58 43.0 5.0 3.0 5.0 0.0 651.0 383.0 338.0 245.0 68.0 501.0 141.0 360.0 504.0 937.0 33.0 20494.0 2362.0 6675.0 9034.0 4992.0 747.0 20489.0 10494.0 597.0 453.0 173.0 11755.0 591.0 359.0 0.0 386.0 361.0 107.0 4.0 4.0 1.0 2082.0 611.0 599.0 50.5
19 vs Watford 25.0 53.3 38.0 418.0 3420.0 56.0 38.0 4.0 5.0 50.0 3.0 1.47 1.0 2.47 1.37 2.37 59.2 55.3 1.56 1.45 38.0 38.0 3420.0 52.0 1.37 149.0 98.0 65.8 16.0 8.0 14.0 10.0 26.3 1.0 1.0 0.0 0.0 38.0 0.0 7.0 1.0 45.2 0.3 -5.8 -0.15 247.0 631.0 39.1 820.0 144.0 50.6 39.4 258.0 83.7 57.0 474.0 22.0 4.6 29.0 0.76 13.6 175.0 18.0 36.0 4.61 0.11 0.3 0.12 -3.2 -3.3 15141.0 19586.0 77.3 264051.0 97503.0 7193.0 8267.0 87.0 5622.0 6834.0 82.3 1704.0 3104.0 54.9 351.0 1200.0 344.0 89.0 1605.0 17653.0 1818.0 491.0 87.0 169.0 741.0 210.0 92.0 66.0 10.0 769.0 115.0 360.0 859.0 22.61 591.0 88.0 57.0 49.0 95.0 2.5 64.0 7.0 10.0 7.0 3.0 669.0 392.0 328.0 255.0 86.0 418.0 125.0 293.0 451.0 998.0 17.0 24096.0 2196.0 6862.0 11288.0 6170.0 891.0 24091.0 13101.0 762.0 619.0 193.0 15004.0 544.0 399.0 3.0 403.0 423.0 115.0 5.0 1.0 1.0 2154.0 797.0 753.0 51.4
20 vs West Ham 26.0 51.4 38.0 418.0 3420.0 54.0 40.0 4.0 5.0 57.0 1.0 1.42 1.05 2.47 1.32 2.37 61.9 58.0 1.63 1.53 38.0 38.0 3420.0 52.0 1.37 154.0 103.0 69.5 16.0 7.0 15.0 14.0 36.8 5.0 5.0 0.0 0.0 38.0 0.0 8.0 1.0 49.3 0.29 -1.7 -0.04 243.0 580.0 41.9 815.0 144.0 47.7 37.6 266.0 71.8 52.2 480.0 12.0 2.5 42.0 1.11 16.5 193.0 19.0 36.9 5.08 0.1 0.26 0.12 -7.9 -8.0 15357.0 19548.0 78.6 258831.0 99119.0 7503.0 8474.0 88.5 5716.0 6817.0 83.8 1528.0 2825.0 54.1 389.0 1322.0 336.0 73.0 1781.0 17686.0 1737.0 375.0 86.0 129.0 711.0 207.0 89.0 85.0 5.0 799.0 125.0 434.0 931.0 24.5 668.0 79.0 54.0 50.0 102.0 2.68 69.0 11.0 7.0 7.0 0.0 669.0 414.0 307.0 290.0 72.0 457.0 115.0 342.0 409.0 807.0 16.0 23872.0 2096.0 6281.0 11624.0 6237.0 915.0 23867.0 13118.0 853.0 679.0 204.0 15259.0 522.0 428.0 0.0 401.0 319.0 125.0 5.0 6.0 1.0 2209.0 620.0 636.0 49.4
21 vs Wolves 21.0 53.2 38.0 418.0 3420.0 42.0 32.0 3.0 4.0 76.0 4.0 1.11 0.84 1.95 1.03 1.87 42.1 39.0 1.11 1.03 38.0 38.0 3420.0 47.0 1.24 148.0 102.0 70.9 13.0 9.0 16.0 11.0 28.9 4.0 4.0 0.0 0.0 38.0 2.0 7.0 1.0 47.7 0.3 1.7 0.04 227.0 662.0 34.3 902.0 128.0 48.1 38.3 288.0 79.2 55.3 483.0 14.0 2.9 50.0 1.32 17.3 138.0 19.0 30.1 3.63 0.08 0.28 0.09 -0.1 0.0 16749.0 21077.0 79.5 286755.0 98460.0 7853.0 8839.0 88.8 6604.0 7767.0 85.0 1654.0 3076.0 53.8 312.0 1158.0 284.0 58.0 1573.0 19138.0 1891.0 456.0 39.0 112.0 654.0 190.0 75.0 60.0 8.0 873.0 48.0 430.0 794.0 20.89 562.0 61.0 46.0 52.0 74.0 1.95 50.0 5.0 7.0 8.0 1.0 666.0 410.0 304.0 295.0 67.0 437.0 119.0 318.0 387.0 828.0 24.0 25401.0 2092.0 6439.0 12980.0 6198.0 732.0 25397.0 14268.0 750.0 624.0 150.0 16643.0 559.0 436.0 1.0 334.0 393.0 48.0 4.0 4.0 1.0 2071.0 788.0 803.0 49.5