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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_2019-2020_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,29.0,46.3,38.0,418.0,3420.0,48.0,30.0,7.0,8.0,79.0,1.0,1.26,0.79,2.05,1.08,1.87,55.3,48.9,1.46,1.29,38.0,38.0,3420.0,56.0,1.47,149.0,93.0,64.4,10.0,14.0,14.0,7.0,18.4,3.0,3.0,0.0,0.0,38.0,1.0,9.0,0.0,52.8,0.35,-3.2,-0.08,242.0,539.0,44.9,840.0,146.0,46.1,36.7,261.0,58.2,44.6,524.0,16.0,3.1,35.0,0.92,16.3,185.0,19.0,33.9,4.87,0.08,0.22,0.09,-7.3,-7.9,13968.0,17668.0,79.1,245849.0,89696.0,6592.0,7433.0,88.7,5474.0,6451.0,84.9,1506.0,2727.0,55.2,415.0,1087.0,300.0,85.0,1369.0,15826.0,1790.0,465.0,31.0,131.0,784.0,229.0,105.0,71.0,6.0,741.0,52.0,325.0,962.0,25.32,690.0,95.0,47.0,58.0,86.0,2.26,56.0,10.0,6.0,10.0,0.0,656.0,388.0,317.0,242.0,97.0,354.0,100.0,254.0,425.0,722.0,19.0,21798.0,2223.0,6362.0,9657.0,6012.0,943.0,21791.0,12392.0,759.0,603.0,232.0,13864.0,521.0,335.0,0.0,459.0,408.0,52.0,8.0,3.0,0.0,1898.0,589.0,501.0,54.0
vs Aston Villa,28.0,55.9,38.0,418.0,3420.0,66.0,44.0,5.0,6.0,90.0,7.0,1.74,1.16,2.89,1.61,2.76,67.8,63.0,1.78,1.66,38.0,38.0,3420.0,41.0,1.08,149.0,108.0,73.2,21.0,8.0,9.0,11.0,28.9,3.0,1.0,1.0,1.0,38.0,1.0,8.0,1.0,37.3,0.24,-2.7,-0.07,240.0,577.0,41.6,903.0,181.0,45.4,36.9,274.0,60.9,45.0,654.0,31.0,4.7,23.0,0.61,11.9,176.0,21.0,29.2,4.63,0.1,0.35,0.11,-1.8,-2.0,16142.0,20266.0,79.7,279743.0,100721.0,7760.0,8725.0,88.9,6185.0,7276.0,85.0,1661.0,2984.0,55.7,458.0,1350.0,383.0,74.0,1823.0,18345.0,1878.0,481.0,48.0,172.0,857.0,242.0,101.0,87.0,7.0,803.0,43.0,370.0,1072.0,28.21,790.0,85.0,66.0,54.0,107.0,2.82,74.0,8.0,7.0,7.0,2.0,530.0,315.0,248.0,206.0,76.0,353.0,115.0,238.0,346.0,785.0,14.0,24385.0,2244.0,6762.0,10847.0,6995.0,1124.0,24379.0,14320.0,838.0,606.0,257.0,16041.0,528.0,300.0,6.0,543.0,431.0,43.0,5.0,3.0,1.0,1905.0,742.0,705.0,51.3
vs Bournemouth,27.0,55.9,38.0,418.0,3420.0,65.0,45.0,5.0,6.0,67.0,3.0,1.71,1.18,2.89,1.58,2.76,62.3,57.6,1.64,1.52,38.0,38.0,3420.0,40.0,1.05,121.0,83.0,70.2,22.0,7.0,9.0,15.0,39.5,4.0,4.0,0.0,0.0,38.0,3.0,7.0,2.0,40.7,0.31,2.7,0.07,214.0,624.0,34.3,918.0,136.0,47.6,38.3,250.0,74.8,52.4,497.0,40.0,8.0,35.0,0.92,13.7,186.0,16.0,33.7,4.89,0.11,0.32,0.11,2.7,2.4,16667.0,21185.0,78.7,294977.0,98427.0,7405.0,8464.0,87.5,7039.0,8266.0,85.2,1705.0,3186.0,53.5,415.0,1241.0,366.0,86.0,1670.0,19272.0,1842.0,412.0,67.0,146.0,812.0,251.0,118.0,85.0,6.0,851.0,71.0,377.0,976.0,25.68,764.0,61.0,54.0,26.0,108.0,2.84,77.0,2.0,12.0,6.0,3.0,661.0,389.0,299.0,265.0,97.0,443.0,117.0,326.0,402.0,824.0,15.0,25513.0,2214.0,7267.0,11967.0,6490.0,965.0,25507.0,14703.0,743.0,576.0,207.0,16577.0,543.0,300.0,0.0,410.0,347.0,71.0,2.0,4.0,2.0,2047.0,835.0,792.0,51.3
vs Brighton,25.0,47.8,38.0,418.0,3420.0,52.0,42.0,2.0,2.0,61.0,1.0,1.37,1.11,2.47,1.32,2.42,55.0,53.4,1.45,1.4,38.0,38.0,3418.0,39.0,1.03,141.0,105.0,73.0,15.0,14.0,9.0,13.0,34.2,2.0,1.0,1.0,0.0,38.0,2.0,5.0,4.0,39.5,0.27,4.5,0.12,171.0,551.0,31.0,893.0,172.0,39.9,35.8,310.0,62.9,47.6,537.0,22.0,4.1,37.0,0.97,14.3,166.0,20.0,33.5,4.37,0.1,0.3,0.11,-3.0,-3.4,14322.0,18458.0,77.6,247084.0,86934.0,6790.0,7740.0,87.7,5484.0,6563.0,83.6,1527.0,2904.0,52.6,376.0,992.0,297.0,63.0,1342.0,16526.0,1862.0,428.0,38.0,195.0,676.0,204.0,110.0,52.0,3.0,843.0,70.0,356.0,874.0,23.0,632.0,66.0,48.0,43.0,92.0,2.42,70.0,5.0,6.0,5.0,1.0,648.0,385.0,329.0,250.0,69.0,426.0,126.0,300.0,428.0,748.0,16.0,22698.0,2286.0,7201.0,10219.0,5513.0,873.0,22696.0,12826.0,773.0,514.0,223.0,14192.0,550.0,396.0,0.0,342.0,372.0,70.0,2.0,2.0,4.0,2021.0,577.0,690.0,45.5
vs Burnley,22.0,58.1,38.0,418.0,3420.0,49.0,38.0,4.0,5.0,42.0,3.0,1.29,1.0,2.29,1.18,2.18,49.8,45.8,1.31,1.21,38.0,38.0,3420.0,43.0,1.13,127.0,86.0,68.5,14.0,9.0,15.0,10.0,26.3,3.0,3.0,0.0,0.0,38.0,0.0,7.0,2.0,38.3,0.28,-2.7,-0.07,191.0,660.0,28.9,1075.0,201.0,43.6,36.5,276.0,69.2,49.3,571.0,23.0,4.0,47.0,1.24,14.1,162.0,22.0,30.3,4.26,0.08,0.28,0.09,-0.8,-0.8,15824.0,20627.0,76.7,268946.0,94434.0,7570.0,8683.0,87.2,6129.0,7430.0,82.5,1544.0,3175.0,48.6,403.0,1105.0,352.0,86.0,1544.0,18589.0,1988.0,471.0,46.0,177.0,820.0,238.0,93.0,59.0,12.0,922.0,50.0,353.0,951.0,25.03,713.0,71.0,54.0,46.0,80.0,2.11,55.0,3.0,7.0,4.0,4.0,499.0,319.0,235.0,219.0,45.0,285.0,91.0,194.0,293.0,841.0,20.0,24517.0,2323.0,7873.0,10580.0,6246.0,895.0,24512.0,14297.0,857.0,569.0,231.0,15690.0,518.0,307.0,1.0,393.0,401.0,50.0,5.0,3.0,2.0,1911.0,917.0,937.0,49.5
vs Chelsea,27.0,39.6,38.0,418.0,3420.0,51.0,36.0,2.0,2.0,76.0,3.0,1.34,0.95,2.29,1.29,2.24,38.6,37.0,1.01,0.97,38.0,38.0,3420.0,69.0,1.82,217.0,148.0,71.4,12.0,6.0,20.0,7.0,18.4,7.0,7.0,0.0,0.0,38.0,2.0,7.0,0.0,67.4,0.29,-1.6,-0.04,222.0,639.0,34.7,922.0,147.0,46.2,37.6,316.0,67.4,48.2,656.0,24.0,3.7,18.0,0.47,11.7,113.0,15.0,35.3,2.97,0.15,0.43,0.12,12.4,12.0,12445.0,16600.0,75.0,218822.0,82681.0,5803.0,6816.0,85.1,4884.0,5932.0,82.3,1342.0,2751.0,48.8,241.0,847.0,216.0,55.0,1151.0,14807.0,1750.0,428.0,36.0,134.0,518.0,133.0,64.0,40.0,4.0,766.0,43.0,320.0,553.0,14.55,372.0,64.0,34.0,41.0,89.0,2.34,62.0,8.0,5.0,5.0,1.0,672.0,381.0,325.0,269.0,78.0,471.0,179.0,292.0,434.0,950.0,20.0,21108.0,2691.0,7489.0,9424.0,4394.0,584.0,21106.0,11069.0,464.0,381.0,113.0,12342.0,636.0,392.0,0.0,397.0,368.0,43.0,2.0,7.0,0.0,2091.0,701.0,703.0,49.9
vs Crystal Palace,25.0,55.2,38.0,418.0,3420.0,48.0,36.0,0.0,1.0,88.0,5.0,1.26,0.95,2.21,1.26,2.21,57.0,56.2,1.5,1.48,38.0,38.0,3420.0,31.0,0.82,118.0,89.0,76.3,17.0,10.0,11.0,16.0,42.1,3.0,3.0,0.0,0.0,38.0,2.0,2.0,2.0,29.3,0.22,0.3,0.01,189.0,466.0,40.6,775.0,160.0,41.2,35.1,252.0,58.3,45.5,461.0,20.0,4.3,27.0,0.71,13.8,172.0,25.0,33.7,4.53,0.09,0.28,0.11,-9.0,-8.2,16178.0,20387.0,79.4,283124.0,96926.0,7477.0,8506.0,87.9,6428.0,7601.0,84.6,1703.0,2988.0,57.0,380.0,1280.0,328.0,81.0,1690.0,18460.0,1896.0,452.0,34.0,190.0,843.0,235.0,128.0,79.0,5.0,888.0,31.0,340.0,888.0,23.37,629.0,95.0,48.0,54.0,82.0,2.16,64.0,3.0,7.0,3.0,0.0,745.0,425.0,383.0,287.0,75.0,370.0,100.0,270.0,449.0,712.0,14.0,24860.0,2097.0,6741.0,11771.0,6538.0,898.0,24859.0,14378.0,769.0,609.0,171.0,16070.0,604.0,370.0,3.0,492.0,410.0,31.0,1.0,3.0,2.0,2018.0,776.0,771.0,50.2
vs Everton,24.0,51.0,38.0,418.0,3420.0,53.0,39.0,3.0,4.0,61.0,2.0,1.39,1.03,2.42,1.32,2.34,48.3,45.2,1.27,1.19,38.0,38.0,3420.0,44.0,1.16,160.0,118.0,73.1,15.0,10.0,13.0,10.0,26.3,1.0,1.0,0.0,0.0,38.0,0.0,8.0,2.0,46.1,0.29,4.1,0.11,206.0,573.0,36.0,935.0,172.0,41.0,35.8,284.0,66.9,49.6,607.0,21.0,3.5,36.0,0.95,14.2,144.0,23.0,34.0,3.79,0.12,0.35,0.11,4.7,4.8,14366.0,18648.0,77.0,255446.0,94202.0,6485.0,7476.0,86.7,5830.0,6928.0,84.2,1560.0,3010.0,51.8,317.0,1045.0,274.0,69.0,1405.0,16627.0,1943.0,497.0,54.0,173.0,655.0,182.0,81.0,65.0,11.0,897.0,78.0,319.0,770.0,20.26,549.0,68.0,41.0,47.0,95.0,2.5,61.0,7.0,7.0,9.0,0.0,580.0,358.0,273.0,238.0,69.0,415.0,127.0,288.0,383.0,846.0,13.0,22967.0,2340.0,7355.0,10583.0,5246.0,733.0,22963.0,12773.0,675.0,460.0,176.0,14272.0,568.0,389.0,1.0,410.0,452.0,78.0,3.0,1.0,2.0,2009.0,835.0,860.0,49.3
vs Leicester City,24.0,43.0,38.0,418.0,3420.0,39.0,26.0,8.0,10.0,69.0,3.0,1.03,0.68,1.71,0.82,1.5,45.5,37.7,1.2,0.99,38.0,38.0,3420.0,67.0,1.76,190.0,123.0,67.4,12.0,8.0,18.0,9.0,23.7,7.0,5.0,2.0,0.0,38.0,1.0,5.0,2.0,62.4,0.29,-2.6,-0.07,215.0,587.0,36.6,803.0,157.0,48.9,39.1,291.0,66.7,48.3,578.0,17.0,2.9,37.0,0.97,14.6,125.0,21.0,34.0,3.29,0.08,0.25,0.1,-6.5,-6.7,12319.0,16545.0,74.5,215679.0,83904.0,5972.0,6985.0,85.5,4442.0,5529.0,80.3,1439.0,2821.0,51.0,290.0,909.0,254.0,71.0,1214.0,14485.0,1995.0,448.0,43.0,184.0,647.0,175.0,104.0,49.0,7.0,974.0,65.0,403.0,671.0,17.66,476.0,62.0,30.0,47.0,68.0,1.79,48.0,4.0,2.0,10.0,2.0,639.0,402.0,299.0,255.0,85.0,416.0,137.0,279.0,432.0,836.0,17.0,20944.0,2337.0,6652.0,9396.0,5129.0,670.0,20934.0,11229.0,653.0,512.0,133.0,12236.0,639.0,444.0,0.0,460.0,397.0,65.0,7.0,7.0,2.0,2038.0,674.0,659.0,50.6
vs Liverpool,24.0,37.1,38.0,418.0,3420.0,32.0,23.0,1.0,1.0,47.0,0.0,0.84,0.61,1.45,0.82,1.42,37.7,36.9,0.99,0.97,38.0,38.0,3420.0,85.0,2.24,229.0,146.0,65.1,3.0,3.0,32.0,3.0,7.9,5.0,5.0,0.0,0.0,38.0,2.0,11.0,2.0,74.6,0.31,-8.4,-0.22,234.0,782.0,29.9,944.0,173.0,54.6,40.6,351.0,76.1,53.2,705.0,25.0,3.5,41.0,1.08,14.7,106.0,5.0,31.2,2.79,0.09,0.29,0.11,-5.7,-5.9,10923.0,15242.0,71.7,191418.0,77636.0,5234.0,6146.0,85.2,4041.0,5171.0,78.1,1253.0,2832.0,44.2,254.0,667.0,195.0,60.0,949.0,13360.0,1740.0,364.0,54.0,135.0,551.0,160.0,77.0,47.0,3.0,742.0,142.0,292.0,586.0,15.42,430.0,51.0,30.0,21.0,51.0,1.34,35.0,7.0,4.0,3.0,0.0,577.0,346.0,345.0,190.0,42.0,437.0,159.0,278.0,456.0,1147.0,33.0,19713.0,3135.0,8296.0,7801.0,3830.0,557.0,19712.0,10107.0,514.0,388.0,146.0,10834.0,540.0,332.0,0.0,322.0,309.0,142.0,1.0,5.0,2.0,2089.0,588.0,655.0,47.3
vs Manchester City,24.0,33.8,38.0,418.0,3420.0,34.0,25.0,3.0,3.0,53.0,1.0,0.89,0.66,1.55,0.82,1.47,36.2,34.6,0.95,0.91,38.0,38.0,3420.0,102.0,2.68,261.0,156.0,63.2,9.0,3.0,26.0,4.0,10.5,11.0,6.0,5.0,0.0,38.0,5.0,8.0,2.0,88.2,0.3,-11.8,-0.31,254.0,742.0,34.2,992.0,160.0,51.1,39.4,380.0,61.8,46.9,645.0,25.0,3.9,15.0,0.39,10.4,107.0,18.0,38.6,2.82,0.11,0.29,0.13,-2.2,-3.6,10925.0,14396.0,75.9,193906.0,72013.0,5103.0,5826.0,87.6,4277.0,5020.0,85.2,1215.0,2603.0,46.7,199.0,662.0,168.0,40.0,801.0,12728.0,1585.0,399.0,37.0,112.0,420.0,97.0,44.0,35.0,4.0,570.0,83.0,254.0,491.0,12.92,339.0,39.0,28.0,36.0,59.0,1.55,37.0,5.0,4.0,5.0,2.0,575.0,337.0,360.0,173.0,42.0,468.0,220.0,248.0,477.0,1000.0,24.0,18612.0,3315.0,8332.0,7160.0,3313.0,501.0,18609.0,9773.0,448.0,324.0,121.0,10844.0,484.0,284.0,0.0,312.0,343.0,83.0,2.0,11.0,2.0,1708.0,498.0,515.0,49.2
vs Manchester Utd,29.0,44.2,38.0,418.0,3420.0,35.0,24.0,3.0,3.0,79.0,2.0,0.92,0.63,1.55,0.84,1.47,37.7,35.3,0.99,0.93,38.0,38.0,3420.0,66.0,1.74,214.0,146.0,73.8,8.0,12.0,18.0,8.0,21.1,14.0,10.0,3.0,1.0,38.0,1.0,5.0,1.0,62.7,0.24,-2.3,-0.06,222.0,688.0,32.3,914.0,124.0,51.4,39.1,310.0,70.3,51.2,487.0,10.0,2.1,27.0,0.71,15.0,128.0,23.0,33.1,3.37,0.08,0.25,0.09,-2.7,-3.3,13147.0,17274.0,76.1,227370.0,83853.0,6180.0,7080.0,87.3,5020.0,6073.0,82.7,1402.0,2837.0,49.4,275.0,912.0,209.0,56.0,1204.0,15381.0,1826.0,451.0,35.0,162.0,692.0,186.0,95.0,45.0,3.0,775.0,67.0,345.0,680.0,17.89,481.0,50.0,39.0,50.0,56.0,1.47,37.0,5.0,5.0,2.0,0.0,697.0,385.0,348.0,272.0,77.0,444.0,124.0,320.0,485.0,721.0,21.0,21522.0,2443.0,7158.0,9321.0,5282.0,698.0,21519.0,11798.0,648.0,501.0,176.0,13041.0,572.0,325.0,1.0,450.0,404.0,67.0,1.0,14.0,1.0,2037.0,512.0,557.0,47.9
vs Newcastle Utd,28.0,61.0,38.0,418.0,3420.0,56.0,38.0,2.0,2.0,57.0,2.0,1.47,1.0,2.47,1.42,2.42,65.6,64.0,1.73,1.69,38.0,38.0,3420.0,38.0,1.0,133.0,94.0,71.4,16.0,11.0,11.0,13.0,34.2,1.0,0.0,1.0,0.0,38.0,1.0,6.0,0.0,41.5,0.31,3.5,0.09,142.0,384.0,37.0,848.0,215.0,31.6,32.3,212.0,54.7,43.0,454.0,36.0,7.9,32.0,0.84,14.3,193.0,20.0,34.2,5.08,0.1,0.28,0.12,-9.6,-10.0,19474.0,23531.0,82.8,339292.0,109168.0,8883.0,9936.0,89.4,8230.0,9358.0,87.9,1849.0,3083.0,60.0,444.0,1593.0,362.0,77.0,1882.0,21702.0,1777.0,417.0,51.0,179.0,868.0,252.0,126.0,80.0,6.0,820.0,52.0,322.0,1023.0,26.92,749.0,90.0,63.0,53.0,97.0,2.55,72.0,4.0,6.0,5.0,3.0,562.0,334.0,248.0,239.0,75.0,365.0,114.0,251.0,341.0,616.0,7.0,27554.0,1870.0,6190.0,14017.0,7574.0,1006.0,27552.0,16873.0,808.0,663.0,196.0,19370.0,620.0,330.0,1.0,436.0,355.0,52.0,2.0,1.0,0.0,1924.0,781.0,733.0,51.6
vs Norwich City,30.0,50.7,38.0,418.0,3420.0,72.0,50.0,4.0,7.0,58.0,2.0,1.89,1.32,3.21,1.79,3.11,66.5,60.9,1.75,1.6,38.0,38.0,3420.0,26.0,0.68,128.0,103.0,81.3,27.0,6.0,5.0,20.0,52.6,2.0,2.0,0.0,0.0,38.0,0.0,3.0,1.0,30.3,0.23,5.3,0.14,223.0,520.0,42.9,837.0,148.0,41.7,36.4,238.0,71.8,50.7,372.0,10.0,2.7,45.0,1.18,19.1,203.0,19.0,33.8,5.34,0.11,0.33,0.1,5.5,7.1,15431.0,19565.0,78.9,273323.0,96267.0,6951.0,7961.0,87.3,6154.0,7294.0,84.4,1749.0,3018.0,58.0,449.0,1322.0,424.0,103.0,1793.0,17728.0,1798.0,384.0,26.0,157.0,893.0,266.0,126.0,88.0,0.0,846.0,39.0,371.0,1074.0,28.26,768.0,100.0,70.0,48.0,121.0,3.18,79.0,9.0,11.0,9.0,3.0,684.0,400.0,291.0,275.0,118.0,444.0,120.0,324.0,430.0,602.0,13.0,23793.0,1850.0,5880.0,10739.0,7402.0,1131.0,23786.0,13899.0,846.0,628.0,259.0,15314.0,540.0,361.0,1.0,444.0,344.0,39.0,5.0,2.0,1.0,2158.0,673.0,518.0,56.5
vs Sheffield Utd,26.0,56.9,38.0,418.0,3420.0,39.0,28.0,1.0,3.0,46.0,0.0,1.03,0.74,1.76,1.0,1.74,51.0,48.6,1.34,1.28,38.0,38.0,3420.0,39.0,1.03,110.0,74.0,65.5,12.0,12.0,14.0,12.0,31.6,1.0,1.0,0.0,0.0,38.0,0.0,5.0,3.0,38.1,0.34,2.1,0.05,158.0,520.0,30.4,1056.0,207.0,35.2,35.2,292.0,50.7,43.0,643.0,22.0,3.4,37.0,0.97,13.9,137.0,24.0,32.0,3.61,0.09,0.28,0.12,-12.0,-10.6,17999.0,22602.0,79.6,316412.0,102270.0,8160.0,9268.0,88.0,7419.0,8694.0,85.3,1854.0,3409.0,54.4,326.0,1150.0,258.0,60.0,1420.0,20552.0,1993.0,455.0,48.0,210.0,761.0,218.0,99.0,72.0,9.0,946.0,57.0,295.0,768.0,20.21,559.0,59.0,39.0,47.0,67.0,1.76,51.0,4.0,5.0,2.0,1.0,481.0,296.0,277.0,167.0,37.0,334.0,90.0,244.0,351.0,903.0,15.0,26644.0,2500.0,8708.0,12112.0,6017.0,797.0,26641.0,15689.0,840.0,596.0,191.0,17867.0,550.0,349.0,0.0,326.0,387.0,57.0,2.0,1.0,3.0,1963.0,886.0,946.0,48.4
vs Southampton,25.0,51.1,38.0,418.0,3420.0,59.0,41.0,3.0,4.0,67.0,3.0,1.55,1.08,2.63,1.47,2.55,52.8,49.6,1.39,1.31,38.0,38.0,3420.0,51.0,1.34,175.0,122.0,72.0,16.0,7.0,15.0,6.0,15.8,5.0,2.0,2.0,1.0,38.0,2.0,5.0,0.0,49.3,0.26,-1.7,-0.04,209.0,614.0,34.0,1009.0,180.0,43.0,36.7,291.0,61.9,46.7,548.0,18.0,3.3,49.0,1.29,17.8,164.0,13.0,36.6,4.32,0.13,0.34,0.11,6.2,6.4,13419.0,18481.0,72.6,242017.0,92050.0,5891.0,7104.0,82.9,5607.0,7101.0,79.0,1529.0,3057.0,50.0,333.0,1041.0,301.0,79.0,1453.0,16297.0,2115.0,481.0,37.0,130.0,737.0,222.0,92.0,66.0,5.0,1032.0,69.0,419.0,769.0,20.24,546.0,74.0,52.0,36.0,107.0,2.82,75.0,7.0,5.0,6.0,2.0,619.0,362.0,337.0,232.0,50.0,407.0,130.0,277.0,428.0,824.0,22.0,22982.0,2401.0,7769.0,9935.0,5478.0,866.0,22977.0,12385.0,644.0,431.0,199.0,13308.0,627.0,382.0,1.0,414.0,428.0,69.0,3.0,5.0,0.0,2087.0,878.0,810.0,52.0
vs Tottenham,29.0,48.0,38.0,418.0,3420.0,45.0,27.0,5.0,7.0,83.0,1.0,1.18,0.71,1.89,1.05,1.76,54.2,49.1,1.43,1.29,38.0,38.0,3420.0,61.0,1.61,158.0,101.0,63.3,11.0,11.0,16.0,7.0,18.4,4.0,3.0,1.0,0.0,38.0,1.0,6.0,5.0,50.4,0.3,-5.6,-0.15,210.0,578.0,36.3,918.0,168.0,46.4,37.8,244.0,62.3,47.7,504.0,16.0,3.2,44.0,1.16,16.9,174.0,23.0,32.7,4.58,0.08,0.23,0.09,-9.2,-9.1,14672.0,18848.0,77.8,258025.0,92485.0,6771.0,7728.0,87.6,5788.0,6945.0,83.3,1621.0,2954.0,54.9,392.0,1153.0,298.0,85.0,1554.0,17045.0,1749.0,456.0,49.0,171.0,740.0,207.0,92.0,69.0,12.0,740.0,54.0,359.0,956.0,25.16,659.0,82.0,64.0,57.0,74.0,1.95,45.0,6.0,6.0,7.0,2.0,734.0,410.0,318.0,326.0,90.0,409.0,121.0,288.0,450.0,777.0,17.0,23303.0,2177.0,6624.0,10997.0,5921.0,890.0,23296.0,13295.0,715.0,530.0,195.0,14591.0,622.0,412.0,1.0,442.0,411.0,54.0,6.0,4.0,5.0,2112.0,671.0,642.0,51.1
vs Watford,26.0,57.1,38.0,418.0,3420.0,61.0,37.0,8.0,9.0,66.0,1.0,1.61,0.97,2.58,1.39,2.37,58.1,51.2,1.53,1.35,38.0,38.0,3420.0,36.0,0.95,120.0,84.0,75.8,20.0,10.0,8.0,16.0,42.1,8.0,7.0,1.0,0.0,38.0,0.0,1.0,1.0,38.7,0.26,3.7,0.1,142.0,459.0,30.9,890.0,187.0,35.1,33.7,273.0,53.8,44.3,544.0,18.0,3.3,36.0,0.95,14.7,169.0,28.0,34.7,4.45,0.11,0.31,0.11,2.9,1.8,17002.0,21471.0,79.2,292652.0,98057.0,7916.0,9018.0,87.8,6938.0,8154.0,85.1,1603.0,3020.0,53.1,354.0,1253.0,287.0,66.0,1654.0,19570.0,1820.0,508.0,48.0,170.0,746.0,201.0,117.0,47.0,8.0,763.0,81.0,320.0,885.0,23.29,635.0,61.0,52.0,59.0,106.0,2.79,64.0,4.0,14.0,12.0,1.0,603.0,351.0,319.0,210.0,74.0,363.0,124.0,239.0,386.0,818.0,25.0,25766.0,2339.0,7733.0,12130.0,6172.0,815.0,25757.0,15320.0,844.0,634.0,200.0,16880.0,597.0,389.0,1.0,356.0,466.0,81.0,9.0,8.0,1.0,2138.0,802.0,823.0,49.4
vs West Ham,29.0,55.9,38.0,418.0,3420.0,59.0,49.0,5.0,6.0,45.0,0.0,1.55,1.29,2.84,1.42,2.71,63.8,59.1,1.68,1.55,38.0,38.0,3420.0,49.0,1.29,160.0,111.0,71.9,19.0,9.0,10.0,12.0,31.6,4.0,4.0,0.0,0.0,38.0,1.0,10.0,0.0,47.8,0.29,-1.2,-0.03,163.0,441.0,37.0,863.0,169.0,36.3,33.7,253.0,50.6,41.4,563.0,33.0,5.9,25.0,0.66,12.4,181.0,13.0,36.6,4.76,0.11,0.3,0.12,-4.8,-5.1,17330.0,21591.0,80.3,296808.0,102799.0,8104.0,9093.0,89.1,7074.0,8231.0,85.9,1603.0,2924.0,54.8,388.0,1332.0,376.0,96.0,1724.0,19739.0,1753.0,427.0,60.0,140.0,770.0,219.0,115.0,57.0,8.0,768.0,99.0,327.0,885.0,23.29,657.0,72.0,45.0,41.0,106.0,2.79,78.0,5.0,6.0,6.0,0.0,586.0,333.0,299.0,221.0,66.0,369.0,92.0,277.0,392.0,715.0,10.0,25818.0,2189.0,7242.0,12451.0,6371.0,938.0,25812.0,15254.0,855.0,644.0,178.0,17194.0,525.0,396.0,0.0,356.0,367.0,99.0,5.0,4.0,0.0,2138.0,801.0,855.0,48.4
vs Wolves,21.0,51.7,38.0,418.0,3420.0,39.0,28.0,1.0,3.0,85.0,5.0,1.03,0.74,1.76,1.0,1.74,38.0,35.5,1.0,0.94,38.0,38.0,3418.0,51.0,1.34,146.0,97.0,67.8,9.0,14.0,15.0,8.0,21.1,4.0,4.0,0.0,0.0,38.0,1.0,5.0,2.0,49.6,0.32,0.6,0.02,192.0,528.0,36.4,863.0,165.0,40.9,35.8,265.0,66.0,49.0,534.0,22.0,4.1,37.0,0.97,15.3,126.0,12.0,31.8,3.32,0.1,0.3,0.09,1.0,2.5,15811.0,19951.0,79.2,267919.0,93028.0,7591.0,8577.0,88.5,6174.0,7252.0,85.1,1485.0,2879.0,51.6,289.0,1098.0,255.0,68.0,1411.0,18133.0,1777.0,441.0,28.0,131.0,664.0,148.0,67.0,45.0,6.0,834.0,41.0,323.0,694.0,18.26,487.0,66.0,37.0,49.0,66.0,1.74,44.0,5.0,6.0,4.0,0.0,646.0,381.0,292.0,283.0,71.0,390.0,135.0,255.0,380.0,817.0,19.0,24140.0,2211.0,6621.0,12217.0,5539.0,686.0,24137.0,13955.0,702.0,561.0,143.0,15703.0,546.0,365.0,2.0,384.0,379.0,41.0,2.0,4.0,2.0,2039.0,711.0,775.0,47.8
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 29.0 46.3 38.0 418.0 3420.0 48.0 30.0 7.0 8.0 79.0 1.0 1.26 0.79 2.05 1.08 1.87 55.3 48.9 1.46 1.29 38.0 38.0 3420.0 56.0 1.47 149.0 93.0 64.4 10.0 14.0 14.0 7.0 18.4 3.0 3.0 0.0 0.0 38.0 1.0 9.0 0.0 52.8 0.35 -3.2 -0.08 242.0 539.0 44.9 840.0 146.0 46.1 36.7 261.0 58.2 44.6 524.0 16.0 3.1 35.0 0.92 16.3 185.0 19.0 33.9 4.87 0.08 0.22 0.09 -7.3 -7.9 13968.0 17668.0 79.1 245849.0 89696.0 6592.0 7433.0 88.7 5474.0 6451.0 84.9 1506.0 2727.0 55.2 415.0 1087.0 300.0 85.0 1369.0 15826.0 1790.0 465.0 31.0 131.0 784.0 229.0 105.0 71.0 6.0 741.0 52.0 325.0 962.0 25.32 690.0 95.0 47.0 58.0 86.0 2.26 56.0 10.0 6.0 10.0 0.0 656.0 388.0 317.0 242.0 97.0 354.0 100.0 254.0 425.0 722.0 19.0 21798.0 2223.0 6362.0 9657.0 6012.0 943.0 21791.0 12392.0 759.0 603.0 232.0 13864.0 521.0 335.0 0.0 459.0 408.0 52.0 8.0 3.0 0.0 1898.0 589.0 501.0 54.0
3 vs Aston Villa 28.0 55.9 38.0 418.0 3420.0 66.0 44.0 5.0 6.0 90.0 7.0 1.74 1.16 2.89 1.61 2.76 67.8 63.0 1.78 1.66 38.0 38.0 3420.0 41.0 1.08 149.0 108.0 73.2 21.0 8.0 9.0 11.0 28.9 3.0 1.0 1.0 1.0 38.0 1.0 8.0 1.0 37.3 0.24 -2.7 -0.07 240.0 577.0 41.6 903.0 181.0 45.4 36.9 274.0 60.9 45.0 654.0 31.0 4.7 23.0 0.61 11.9 176.0 21.0 29.2 4.63 0.1 0.35 0.11 -1.8 -2.0 16142.0 20266.0 79.7 279743.0 100721.0 7760.0 8725.0 88.9 6185.0 7276.0 85.0 1661.0 2984.0 55.7 458.0 1350.0 383.0 74.0 1823.0 18345.0 1878.0 481.0 48.0 172.0 857.0 242.0 101.0 87.0 7.0 803.0 43.0 370.0 1072.0 28.21 790.0 85.0 66.0 54.0 107.0 2.82 74.0 8.0 7.0 7.0 2.0 530.0 315.0 248.0 206.0 76.0 353.0 115.0 238.0 346.0 785.0 14.0 24385.0 2244.0 6762.0 10847.0 6995.0 1124.0 24379.0 14320.0 838.0 606.0 257.0 16041.0 528.0 300.0 6.0 543.0 431.0 43.0 5.0 3.0 1.0 1905.0 742.0 705.0 51.3
4 vs Bournemouth 27.0 55.9 38.0 418.0 3420.0 65.0 45.0 5.0 6.0 67.0 3.0 1.71 1.18 2.89 1.58 2.76 62.3 57.6 1.64 1.52 38.0 38.0 3420.0 40.0 1.05 121.0 83.0 70.2 22.0 7.0 9.0 15.0 39.5 4.0 4.0 0.0 0.0 38.0 3.0 7.0 2.0 40.7 0.31 2.7 0.07 214.0 624.0 34.3 918.0 136.0 47.6 38.3 250.0 74.8 52.4 497.0 40.0 8.0 35.0 0.92 13.7 186.0 16.0 33.7 4.89 0.11 0.32 0.11 2.7 2.4 16667.0 21185.0 78.7 294977.0 98427.0 7405.0 8464.0 87.5 7039.0 8266.0 85.2 1705.0 3186.0 53.5 415.0 1241.0 366.0 86.0 1670.0 19272.0 1842.0 412.0 67.0 146.0 812.0 251.0 118.0 85.0 6.0 851.0 71.0 377.0 976.0 25.68 764.0 61.0 54.0 26.0 108.0 2.84 77.0 2.0 12.0 6.0 3.0 661.0 389.0 299.0 265.0 97.0 443.0 117.0 326.0 402.0 824.0 15.0 25513.0 2214.0 7267.0 11967.0 6490.0 965.0 25507.0 14703.0 743.0 576.0 207.0 16577.0 543.0 300.0 0.0 410.0 347.0 71.0 2.0 4.0 2.0 2047.0 835.0 792.0 51.3
5 vs Brighton 25.0 47.8 38.0 418.0 3420.0 52.0 42.0 2.0 2.0 61.0 1.0 1.37 1.11 2.47 1.32 2.42 55.0 53.4 1.45 1.4 38.0 38.0 3418.0 39.0 1.03 141.0 105.0 73.0 15.0 14.0 9.0 13.0 34.2 2.0 1.0 1.0 0.0 38.0 2.0 5.0 4.0 39.5 0.27 4.5 0.12 171.0 551.0 31.0 893.0 172.0 39.9 35.8 310.0 62.9 47.6 537.0 22.0 4.1 37.0 0.97 14.3 166.0 20.0 33.5 4.37 0.1 0.3 0.11 -3.0 -3.4 14322.0 18458.0 77.6 247084.0 86934.0 6790.0 7740.0 87.7 5484.0 6563.0 83.6 1527.0 2904.0 52.6 376.0 992.0 297.0 63.0 1342.0 16526.0 1862.0 428.0 38.0 195.0 676.0 204.0 110.0 52.0 3.0 843.0 70.0 356.0 874.0 23.0 632.0 66.0 48.0 43.0 92.0 2.42 70.0 5.0 6.0 5.0 1.0 648.0 385.0 329.0 250.0 69.0 426.0 126.0 300.0 428.0 748.0 16.0 22698.0 2286.0 7201.0 10219.0 5513.0 873.0 22696.0 12826.0 773.0 514.0 223.0 14192.0 550.0 396.0 0.0 342.0 372.0 70.0 2.0 2.0 4.0 2021.0 577.0 690.0 45.5
6 vs Burnley 22.0 58.1 38.0 418.0 3420.0 49.0 38.0 4.0 5.0 42.0 3.0 1.29 1.0 2.29 1.18 2.18 49.8 45.8 1.31 1.21 38.0 38.0 3420.0 43.0 1.13 127.0 86.0 68.5 14.0 9.0 15.0 10.0 26.3 3.0 3.0 0.0 0.0 38.0 0.0 7.0 2.0 38.3 0.28 -2.7 -0.07 191.0 660.0 28.9 1075.0 201.0 43.6 36.5 276.0 69.2 49.3 571.0 23.0 4.0 47.0 1.24 14.1 162.0 22.0 30.3 4.26 0.08 0.28 0.09 -0.8 -0.8 15824.0 20627.0 76.7 268946.0 94434.0 7570.0 8683.0 87.2 6129.0 7430.0 82.5 1544.0 3175.0 48.6 403.0 1105.0 352.0 86.0 1544.0 18589.0 1988.0 471.0 46.0 177.0 820.0 238.0 93.0 59.0 12.0 922.0 50.0 353.0 951.0 25.03 713.0 71.0 54.0 46.0 80.0 2.11 55.0 3.0 7.0 4.0 4.0 499.0 319.0 235.0 219.0 45.0 285.0 91.0 194.0 293.0 841.0 20.0 24517.0 2323.0 7873.0 10580.0 6246.0 895.0 24512.0 14297.0 857.0 569.0 231.0 15690.0 518.0 307.0 1.0 393.0 401.0 50.0 5.0 3.0 2.0 1911.0 917.0 937.0 49.5
7 vs Chelsea 27.0 39.6 38.0 418.0 3420.0 51.0 36.0 2.0 2.0 76.0 3.0 1.34 0.95 2.29 1.29 2.24 38.6 37.0 1.01 0.97 38.0 38.0 3420.0 69.0 1.82 217.0 148.0 71.4 12.0 6.0 20.0 7.0 18.4 7.0 7.0 0.0 0.0 38.0 2.0 7.0 0.0 67.4 0.29 -1.6 -0.04 222.0 639.0 34.7 922.0 147.0 46.2 37.6 316.0 67.4 48.2 656.0 24.0 3.7 18.0 0.47 11.7 113.0 15.0 35.3 2.97 0.15 0.43 0.12 12.4 12.0 12445.0 16600.0 75.0 218822.0 82681.0 5803.0 6816.0 85.1 4884.0 5932.0 82.3 1342.0 2751.0 48.8 241.0 847.0 216.0 55.0 1151.0 14807.0 1750.0 428.0 36.0 134.0 518.0 133.0 64.0 40.0 4.0 766.0 43.0 320.0 553.0 14.55 372.0 64.0 34.0 41.0 89.0 2.34 62.0 8.0 5.0 5.0 1.0 672.0 381.0 325.0 269.0 78.0 471.0 179.0 292.0 434.0 950.0 20.0 21108.0 2691.0 7489.0 9424.0 4394.0 584.0 21106.0 11069.0 464.0 381.0 113.0 12342.0 636.0 392.0 0.0 397.0 368.0 43.0 2.0 7.0 0.0 2091.0 701.0 703.0 49.9
8 vs Crystal Palace 25.0 55.2 38.0 418.0 3420.0 48.0 36.0 0.0 1.0 88.0 5.0 1.26 0.95 2.21 1.26 2.21 57.0 56.2 1.5 1.48 38.0 38.0 3420.0 31.0 0.82 118.0 89.0 76.3 17.0 10.0 11.0 16.0 42.1 3.0 3.0 0.0 0.0 38.0 2.0 2.0 2.0 29.3 0.22 0.3 0.01 189.0 466.0 40.6 775.0 160.0 41.2 35.1 252.0 58.3 45.5 461.0 20.0 4.3 27.0 0.71 13.8 172.0 25.0 33.7 4.53 0.09 0.28 0.11 -9.0 -8.2 16178.0 20387.0 79.4 283124.0 96926.0 7477.0 8506.0 87.9 6428.0 7601.0 84.6 1703.0 2988.0 57.0 380.0 1280.0 328.0 81.0 1690.0 18460.0 1896.0 452.0 34.0 190.0 843.0 235.0 128.0 79.0 5.0 888.0 31.0 340.0 888.0 23.37 629.0 95.0 48.0 54.0 82.0 2.16 64.0 3.0 7.0 3.0 0.0 745.0 425.0 383.0 287.0 75.0 370.0 100.0 270.0 449.0 712.0 14.0 24860.0 2097.0 6741.0 11771.0 6538.0 898.0 24859.0 14378.0 769.0 609.0 171.0 16070.0 604.0 370.0 3.0 492.0 410.0 31.0 1.0 3.0 2.0 2018.0 776.0 771.0 50.2
9 vs Everton 24.0 51.0 38.0 418.0 3420.0 53.0 39.0 3.0 4.0 61.0 2.0 1.39 1.03 2.42 1.32 2.34 48.3 45.2 1.27 1.19 38.0 38.0 3420.0 44.0 1.16 160.0 118.0 73.1 15.0 10.0 13.0 10.0 26.3 1.0 1.0 0.0 0.0 38.0 0.0 8.0 2.0 46.1 0.29 4.1 0.11 206.0 573.0 36.0 935.0 172.0 41.0 35.8 284.0 66.9 49.6 607.0 21.0 3.5 36.0 0.95 14.2 144.0 23.0 34.0 3.79 0.12 0.35 0.11 4.7 4.8 14366.0 18648.0 77.0 255446.0 94202.0 6485.0 7476.0 86.7 5830.0 6928.0 84.2 1560.0 3010.0 51.8 317.0 1045.0 274.0 69.0 1405.0 16627.0 1943.0 497.0 54.0 173.0 655.0 182.0 81.0 65.0 11.0 897.0 78.0 319.0 770.0 20.26 549.0 68.0 41.0 47.0 95.0 2.5 61.0 7.0 7.0 9.0 0.0 580.0 358.0 273.0 238.0 69.0 415.0 127.0 288.0 383.0 846.0 13.0 22967.0 2340.0 7355.0 10583.0 5246.0 733.0 22963.0 12773.0 675.0 460.0 176.0 14272.0 568.0 389.0 1.0 410.0 452.0 78.0 3.0 1.0 2.0 2009.0 835.0 860.0 49.3
10 vs Leicester City 24.0 43.0 38.0 418.0 3420.0 39.0 26.0 8.0 10.0 69.0 3.0 1.03 0.68 1.71 0.82 1.5 45.5 37.7 1.2 0.99 38.0 38.0 3420.0 67.0 1.76 190.0 123.0 67.4 12.0 8.0 18.0 9.0 23.7 7.0 5.0 2.0 0.0 38.0 1.0 5.0 2.0 62.4 0.29 -2.6 -0.07 215.0 587.0 36.6 803.0 157.0 48.9 39.1 291.0 66.7 48.3 578.0 17.0 2.9 37.0 0.97 14.6 125.0 21.0 34.0 3.29 0.08 0.25 0.1 -6.5 -6.7 12319.0 16545.0 74.5 215679.0 83904.0 5972.0 6985.0 85.5 4442.0 5529.0 80.3 1439.0 2821.0 51.0 290.0 909.0 254.0 71.0 1214.0 14485.0 1995.0 448.0 43.0 184.0 647.0 175.0 104.0 49.0 7.0 974.0 65.0 403.0 671.0 17.66 476.0 62.0 30.0 47.0 68.0 1.79 48.0 4.0 2.0 10.0 2.0 639.0 402.0 299.0 255.0 85.0 416.0 137.0 279.0 432.0 836.0 17.0 20944.0 2337.0 6652.0 9396.0 5129.0 670.0 20934.0 11229.0 653.0 512.0 133.0 12236.0 639.0 444.0 0.0 460.0 397.0 65.0 7.0 7.0 2.0 2038.0 674.0 659.0 50.6
11 vs Liverpool 24.0 37.1 38.0 418.0 3420.0 32.0 23.0 1.0 1.0 47.0 0.0 0.84 0.61 1.45 0.82 1.42 37.7 36.9 0.99 0.97 38.0 38.0 3420.0 85.0 2.24 229.0 146.0 65.1 3.0 3.0 32.0 3.0 7.9 5.0 5.0 0.0 0.0 38.0 2.0 11.0 2.0 74.6 0.31 -8.4 -0.22 234.0 782.0 29.9 944.0 173.0 54.6 40.6 351.0 76.1 53.2 705.0 25.0 3.5 41.0 1.08 14.7 106.0 5.0 31.2 2.79 0.09 0.29 0.11 -5.7 -5.9 10923.0 15242.0 71.7 191418.0 77636.0 5234.0 6146.0 85.2 4041.0 5171.0 78.1 1253.0 2832.0 44.2 254.0 667.0 195.0 60.0 949.0 13360.0 1740.0 364.0 54.0 135.0 551.0 160.0 77.0 47.0 3.0 742.0 142.0 292.0 586.0 15.42 430.0 51.0 30.0 21.0 51.0 1.34 35.0 7.0 4.0 3.0 0.0 577.0 346.0 345.0 190.0 42.0 437.0 159.0 278.0 456.0 1147.0 33.0 19713.0 3135.0 8296.0 7801.0 3830.0 557.0 19712.0 10107.0 514.0 388.0 146.0 10834.0 540.0 332.0 0.0 322.0 309.0 142.0 1.0 5.0 2.0 2089.0 588.0 655.0 47.3
12 vs Manchester City 24.0 33.8 38.0 418.0 3420.0 34.0 25.0 3.0 3.0 53.0 1.0 0.89 0.66 1.55 0.82 1.47 36.2 34.6 0.95 0.91 38.0 38.0 3420.0 102.0 2.68 261.0 156.0 63.2 9.0 3.0 26.0 4.0 10.5 11.0 6.0 5.0 0.0 38.0 5.0 8.0 2.0 88.2 0.3 -11.8 -0.31 254.0 742.0 34.2 992.0 160.0 51.1 39.4 380.0 61.8 46.9 645.0 25.0 3.9 15.0 0.39 10.4 107.0 18.0 38.6 2.82 0.11 0.29 0.13 -2.2 -3.6 10925.0 14396.0 75.9 193906.0 72013.0 5103.0 5826.0 87.6 4277.0 5020.0 85.2 1215.0 2603.0 46.7 199.0 662.0 168.0 40.0 801.0 12728.0 1585.0 399.0 37.0 112.0 420.0 97.0 44.0 35.0 4.0 570.0 83.0 254.0 491.0 12.92 339.0 39.0 28.0 36.0 59.0 1.55 37.0 5.0 4.0 5.0 2.0 575.0 337.0 360.0 173.0 42.0 468.0 220.0 248.0 477.0 1000.0 24.0 18612.0 3315.0 8332.0 7160.0 3313.0 501.0 18609.0 9773.0 448.0 324.0 121.0 10844.0 484.0 284.0 0.0 312.0 343.0 83.0 2.0 11.0 2.0 1708.0 498.0 515.0 49.2
13 vs Manchester Utd 29.0 44.2 38.0 418.0 3420.0 35.0 24.0 3.0 3.0 79.0 2.0 0.92 0.63 1.55 0.84 1.47 37.7 35.3 0.99 0.93 38.0 38.0 3420.0 66.0 1.74 214.0 146.0 73.8 8.0 12.0 18.0 8.0 21.1 14.0 10.0 3.0 1.0 38.0 1.0 5.0 1.0 62.7 0.24 -2.3 -0.06 222.0 688.0 32.3 914.0 124.0 51.4 39.1 310.0 70.3 51.2 487.0 10.0 2.1 27.0 0.71 15.0 128.0 23.0 33.1 3.37 0.08 0.25 0.09 -2.7 -3.3 13147.0 17274.0 76.1 227370.0 83853.0 6180.0 7080.0 87.3 5020.0 6073.0 82.7 1402.0 2837.0 49.4 275.0 912.0 209.0 56.0 1204.0 15381.0 1826.0 451.0 35.0 162.0 692.0 186.0 95.0 45.0 3.0 775.0 67.0 345.0 680.0 17.89 481.0 50.0 39.0 50.0 56.0 1.47 37.0 5.0 5.0 2.0 0.0 697.0 385.0 348.0 272.0 77.0 444.0 124.0 320.0 485.0 721.0 21.0 21522.0 2443.0 7158.0 9321.0 5282.0 698.0 21519.0 11798.0 648.0 501.0 176.0 13041.0 572.0 325.0 1.0 450.0 404.0 67.0 1.0 14.0 1.0 2037.0 512.0 557.0 47.9
14 vs Newcastle Utd 28.0 61.0 38.0 418.0 3420.0 56.0 38.0 2.0 2.0 57.0 2.0 1.47 1.0 2.47 1.42 2.42 65.6 64.0 1.73 1.69 38.0 38.0 3420.0 38.0 1.0 133.0 94.0 71.4 16.0 11.0 11.0 13.0 34.2 1.0 0.0 1.0 0.0 38.0 1.0 6.0 0.0 41.5 0.31 3.5 0.09 142.0 384.0 37.0 848.0 215.0 31.6 32.3 212.0 54.7 43.0 454.0 36.0 7.9 32.0 0.84 14.3 193.0 20.0 34.2 5.08 0.1 0.28 0.12 -9.6 -10.0 19474.0 23531.0 82.8 339292.0 109168.0 8883.0 9936.0 89.4 8230.0 9358.0 87.9 1849.0 3083.0 60.0 444.0 1593.0 362.0 77.0 1882.0 21702.0 1777.0 417.0 51.0 179.0 868.0 252.0 126.0 80.0 6.0 820.0 52.0 322.0 1023.0 26.92 749.0 90.0 63.0 53.0 97.0 2.55 72.0 4.0 6.0 5.0 3.0 562.0 334.0 248.0 239.0 75.0 365.0 114.0 251.0 341.0 616.0 7.0 27554.0 1870.0 6190.0 14017.0 7574.0 1006.0 27552.0 16873.0 808.0 663.0 196.0 19370.0 620.0 330.0 1.0 436.0 355.0 52.0 2.0 1.0 0.0 1924.0 781.0 733.0 51.6
15 vs Norwich City 30.0 50.7 38.0 418.0 3420.0 72.0 50.0 4.0 7.0 58.0 2.0 1.89 1.32 3.21 1.79 3.11 66.5 60.9 1.75 1.6 38.0 38.0 3420.0 26.0 0.68 128.0 103.0 81.3 27.0 6.0 5.0 20.0 52.6 2.0 2.0 0.0 0.0 38.0 0.0 3.0 1.0 30.3 0.23 5.3 0.14 223.0 520.0 42.9 837.0 148.0 41.7 36.4 238.0 71.8 50.7 372.0 10.0 2.7 45.0 1.18 19.1 203.0 19.0 33.8 5.34 0.11 0.33 0.1 5.5 7.1 15431.0 19565.0 78.9 273323.0 96267.0 6951.0 7961.0 87.3 6154.0 7294.0 84.4 1749.0 3018.0 58.0 449.0 1322.0 424.0 103.0 1793.0 17728.0 1798.0 384.0 26.0 157.0 893.0 266.0 126.0 88.0 0.0 846.0 39.0 371.0 1074.0 28.26 768.0 100.0 70.0 48.0 121.0 3.18 79.0 9.0 11.0 9.0 3.0 684.0 400.0 291.0 275.0 118.0 444.0 120.0 324.0 430.0 602.0 13.0 23793.0 1850.0 5880.0 10739.0 7402.0 1131.0 23786.0 13899.0 846.0 628.0 259.0 15314.0 540.0 361.0 1.0 444.0 344.0 39.0 5.0 2.0 1.0 2158.0 673.0 518.0 56.5
16 vs Sheffield Utd 26.0 56.9 38.0 418.0 3420.0 39.0 28.0 1.0 3.0 46.0 0.0 1.03 0.74 1.76 1.0 1.74 51.0 48.6 1.34 1.28 38.0 38.0 3420.0 39.0 1.03 110.0 74.0 65.5 12.0 12.0 14.0 12.0 31.6 1.0 1.0 0.0 0.0 38.0 0.0 5.0 3.0 38.1 0.34 2.1 0.05 158.0 520.0 30.4 1056.0 207.0 35.2 35.2 292.0 50.7 43.0 643.0 22.0 3.4 37.0 0.97 13.9 137.0 24.0 32.0 3.61 0.09 0.28 0.12 -12.0 -10.6 17999.0 22602.0 79.6 316412.0 102270.0 8160.0 9268.0 88.0 7419.0 8694.0 85.3 1854.0 3409.0 54.4 326.0 1150.0 258.0 60.0 1420.0 20552.0 1993.0 455.0 48.0 210.0 761.0 218.0 99.0 72.0 9.0 946.0 57.0 295.0 768.0 20.21 559.0 59.0 39.0 47.0 67.0 1.76 51.0 4.0 5.0 2.0 1.0 481.0 296.0 277.0 167.0 37.0 334.0 90.0 244.0 351.0 903.0 15.0 26644.0 2500.0 8708.0 12112.0 6017.0 797.0 26641.0 15689.0 840.0 596.0 191.0 17867.0 550.0 349.0 0.0 326.0 387.0 57.0 2.0 1.0 3.0 1963.0 886.0 946.0 48.4
17 vs Southampton 25.0 51.1 38.0 418.0 3420.0 59.0 41.0 3.0 4.0 67.0 3.0 1.55 1.08 2.63 1.47 2.55 52.8 49.6 1.39 1.31 38.0 38.0 3420.0 51.0 1.34 175.0 122.0 72.0 16.0 7.0 15.0 6.0 15.8 5.0 2.0 2.0 1.0 38.0 2.0 5.0 0.0 49.3 0.26 -1.7 -0.04 209.0 614.0 34.0 1009.0 180.0 43.0 36.7 291.0 61.9 46.7 548.0 18.0 3.3 49.0 1.29 17.8 164.0 13.0 36.6 4.32 0.13 0.34 0.11 6.2 6.4 13419.0 18481.0 72.6 242017.0 92050.0 5891.0 7104.0 82.9 5607.0 7101.0 79.0 1529.0 3057.0 50.0 333.0 1041.0 301.0 79.0 1453.0 16297.0 2115.0 481.0 37.0 130.0 737.0 222.0 92.0 66.0 5.0 1032.0 69.0 419.0 769.0 20.24 546.0 74.0 52.0 36.0 107.0 2.82 75.0 7.0 5.0 6.0 2.0 619.0 362.0 337.0 232.0 50.0 407.0 130.0 277.0 428.0 824.0 22.0 22982.0 2401.0 7769.0 9935.0 5478.0 866.0 22977.0 12385.0 644.0 431.0 199.0 13308.0 627.0 382.0 1.0 414.0 428.0 69.0 3.0 5.0 0.0 2087.0 878.0 810.0 52.0
18 vs Tottenham 29.0 48.0 38.0 418.0 3420.0 45.0 27.0 5.0 7.0 83.0 1.0 1.18 0.71 1.89 1.05 1.76 54.2 49.1 1.43 1.29 38.0 38.0 3420.0 61.0 1.61 158.0 101.0 63.3 11.0 11.0 16.0 7.0 18.4 4.0 3.0 1.0 0.0 38.0 1.0 6.0 5.0 50.4 0.3 -5.6 -0.15 210.0 578.0 36.3 918.0 168.0 46.4 37.8 244.0 62.3 47.7 504.0 16.0 3.2 44.0 1.16 16.9 174.0 23.0 32.7 4.58 0.08 0.23 0.09 -9.2 -9.1 14672.0 18848.0 77.8 258025.0 92485.0 6771.0 7728.0 87.6 5788.0 6945.0 83.3 1621.0 2954.0 54.9 392.0 1153.0 298.0 85.0 1554.0 17045.0 1749.0 456.0 49.0 171.0 740.0 207.0 92.0 69.0 12.0 740.0 54.0 359.0 956.0 25.16 659.0 82.0 64.0 57.0 74.0 1.95 45.0 6.0 6.0 7.0 2.0 734.0 410.0 318.0 326.0 90.0 409.0 121.0 288.0 450.0 777.0 17.0 23303.0 2177.0 6624.0 10997.0 5921.0 890.0 23296.0 13295.0 715.0 530.0 195.0 14591.0 622.0 412.0 1.0 442.0 411.0 54.0 6.0 4.0 5.0 2112.0 671.0 642.0 51.1
19 vs Watford 26.0 57.1 38.0 418.0 3420.0 61.0 37.0 8.0 9.0 66.0 1.0 1.61 0.97 2.58 1.39 2.37 58.1 51.2 1.53 1.35 38.0 38.0 3420.0 36.0 0.95 120.0 84.0 75.8 20.0 10.0 8.0 16.0 42.1 8.0 7.0 1.0 0.0 38.0 0.0 1.0 1.0 38.7 0.26 3.7 0.1 142.0 459.0 30.9 890.0 187.0 35.1 33.7 273.0 53.8 44.3 544.0 18.0 3.3 36.0 0.95 14.7 169.0 28.0 34.7 4.45 0.11 0.31 0.11 2.9 1.8 17002.0 21471.0 79.2 292652.0 98057.0 7916.0 9018.0 87.8 6938.0 8154.0 85.1 1603.0 3020.0 53.1 354.0 1253.0 287.0 66.0 1654.0 19570.0 1820.0 508.0 48.0 170.0 746.0 201.0 117.0 47.0 8.0 763.0 81.0 320.0 885.0 23.29 635.0 61.0 52.0 59.0 106.0 2.79 64.0 4.0 14.0 12.0 1.0 603.0 351.0 319.0 210.0 74.0 363.0 124.0 239.0 386.0 818.0 25.0 25766.0 2339.0 7733.0 12130.0 6172.0 815.0 25757.0 15320.0 844.0 634.0 200.0 16880.0 597.0 389.0 1.0 356.0 466.0 81.0 9.0 8.0 1.0 2138.0 802.0 823.0 49.4
20 vs West Ham 29.0 55.9 38.0 418.0 3420.0 59.0 49.0 5.0 6.0 45.0 0.0 1.55 1.29 2.84 1.42 2.71 63.8 59.1 1.68 1.55 38.0 38.0 3420.0 49.0 1.29 160.0 111.0 71.9 19.0 9.0 10.0 12.0 31.6 4.0 4.0 0.0 0.0 38.0 1.0 10.0 0.0 47.8 0.29 -1.2 -0.03 163.0 441.0 37.0 863.0 169.0 36.3 33.7 253.0 50.6 41.4 563.0 33.0 5.9 25.0 0.66 12.4 181.0 13.0 36.6 4.76 0.11 0.3 0.12 -4.8 -5.1 17330.0 21591.0 80.3 296808.0 102799.0 8104.0 9093.0 89.1 7074.0 8231.0 85.9 1603.0 2924.0 54.8 388.0 1332.0 376.0 96.0 1724.0 19739.0 1753.0 427.0 60.0 140.0 770.0 219.0 115.0 57.0 8.0 768.0 99.0 327.0 885.0 23.29 657.0 72.0 45.0 41.0 106.0 2.79 78.0 5.0 6.0 6.0 0.0 586.0 333.0 299.0 221.0 66.0 369.0 92.0 277.0 392.0 715.0 10.0 25818.0 2189.0 7242.0 12451.0 6371.0 938.0 25812.0 15254.0 855.0 644.0 178.0 17194.0 525.0 396.0 0.0 356.0 367.0 99.0 5.0 4.0 0.0 2138.0 801.0 855.0 48.4
21 vs Wolves 21.0 51.7 38.0 418.0 3420.0 39.0 28.0 1.0 3.0 85.0 5.0 1.03 0.74 1.76 1.0 1.74 38.0 35.5 1.0 0.94 38.0 38.0 3418.0 51.0 1.34 146.0 97.0 67.8 9.0 14.0 15.0 8.0 21.1 4.0 4.0 0.0 0.0 38.0 1.0 5.0 2.0 49.6 0.32 0.6 0.02 192.0 528.0 36.4 863.0 165.0 40.9 35.8 265.0 66.0 49.0 534.0 22.0 4.1 37.0 0.97 15.3 126.0 12.0 31.8 3.32 0.1 0.3 0.09 1.0 2.5 15811.0 19951.0 79.2 267919.0 93028.0 7591.0 8577.0 88.5 6174.0 7252.0 85.1 1485.0 2879.0 51.6 289.0 1098.0 255.0 68.0 1411.0 18133.0 1777.0 441.0 28.0 131.0 664.0 148.0 67.0 45.0 6.0 834.0 41.0 323.0 694.0 18.26 487.0 66.0 37.0 49.0 66.0 1.74 44.0 5.0 6.0 4.0 0.0 646.0 381.0 292.0 283.0 71.0 390.0 135.0 255.0 380.0 817.0 19.0 24140.0 2211.0 6621.0 12217.0 5539.0 686.0 24137.0 13955.0 702.0 561.0 143.0 15703.0 546.0 365.0 2.0 384.0 379.0 41.0 2.0 4.0 2.0 2039.0 711.0 775.0 47.8