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Code updated for Serie A 2023/2024

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- Reorganization of data folders
- Code adapted for the new Serie A season, also considering only a small number of league games has been played
- Stats from other leagues are considered for players at their first Serie A season (rookies), for now without any adaptation based on league difficulty
- Minor fixes
This commit is contained in:
Giuseppe Musicco
2023-09-09 19:31:52 +02:00
parent 2ea1b65972
commit 1492328958
225 changed files with 63317 additions and 31860 deletions
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rookies_stats/fbref_data/Premier-League_2020-2021_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,29.0,46.2,38.0,418.0,3420.0,35.0,25.0,2.0,3.0,74.0,2.0,0.92,0.66,1.58,0.87,1.53,43.0,40.6,1.13,1.07,38.0,38.0,3420.0,55.0,1.45,146.0,93.0,66.4,13.0,7.0,18.0,12.0,31.6,6.0,6.0,0.0,0.0,38.0,2.0,3.0,2.0,47.6,0.29,-5.4,-0.14,239.0,617.0,38.7,1077.0,140.0,42.2,35.7,265.0,61.5,44.3,564.0,21.0,3.7,38.0,1.0,14.7,126.0,12.0,30.6,3.32,0.08,0.26,0.1,-8.0,-7.6,15355.0,19093.0,80.4,264758.0,88749.0,7194.0,8000.0,89.9,6173.0,7125.0,86.6,1478.0,2802.0,52.7,304.0,1095.0,262.0,64.0,1175.0,17471.0,1569.0,387.0,14.0,111.0,652.0,166.0,70.0,55.0,9.0,657.0,53.0,290.0,711.0,18.71,515.0,60.0,40.0,33.0,59.0,1.55,37.0,5.0,8.0,4.0,1.0,499.0,285.0,246.0,192.0,61.0,391.0,129.0,262.0,369.0,752.0,16.0,22816.0,2643.0,7657.0,10092.0,5265.0,721.0,22813.0,13140.0,604.0,464.0,162.0,15224.0,507.0,244.0,1.0,421.0,335.0,53.0,3.0,6.0,2.0,1822.0,594.0,504.0,54.1
vs Aston Villa,24.0,51.9,38.0,418.0,3420.0,45.0,30.0,5.0,6.0,73.0,7.0,1.18,0.79,1.97,1.05,1.84,51.1,46.4,1.34,1.22,38.0,38.0,3420.0,55.0,1.45,183.0,131.0,72.7,15.0,7.0,16.0,8.0,21.1,6.0,5.0,0.0,1.0,38.0,0.0,6.0,3.0,52.0,0.26,0.0,0.0,194.0,549.0,35.3,866.0,134.0,42.5,36.0,287.0,63.1,45.6,624.0,26.0,4.2,29.0,0.76,14.2,180.0,27.0,33.8,4.74,0.08,0.22,0.09,-6.1,-6.4,14251.0,18381.0,77.5,241489.0,88874.0,6833.0,7727.0,88.4,5491.0,6601.0,83.2,1347.0,2806.0,48.0,375.0,1068.0,362.0,84.0,1549.0,16552.0,1782.0,473.0,16.0,151.0,784.0,194.0,86.0,62.0,5.0,735.0,47.0,321.0,938.0,24.68,710.0,58.0,59.0,55.0,78.0,2.05,53.0,5.0,8.0,6.0,1.0,563.0,322.0,309.0,189.0,65.0,377.0,145.0,232.0,355.0,804.0,18.0,22498.0,2506.0,7471.0,9303.0,5952.0,955.0,22492.0,12009.0,726.0,508.0,200.0,14149.0,551.0,269.0,2.0,568.0,419.0,47.0,5.0,6.0,3.0,1962.0,665.0,728.0,47.7
vs Brighton,27.0,48.7,38.0,418.0,3420.0,44.0,30.0,6.0,7.0,51.0,2.0,1.16,0.79,1.95,1.0,1.79,35.3,29.8,0.93,0.79,38.0,38.0,3420.0,40.0,1.05,140.0,101.0,75.7,15.0,14.0,9.0,12.0,31.6,9.0,6.0,0.0,3.0,38.0,0.0,5.0,1.0,40.8,0.26,1.8,0.05,184.0,535.0,34.4,898.0,197.0,38.2,34.1,321.0,59.8,43.8,535.0,26.0,4.9,35.0,0.92,13.3,119.0,10.0,33.9,3.13,0.11,0.32,0.09,8.7,8.2,15268.0,19240.0,79.4,256988.0,89029.0,7274.0,8189.0,88.8,6040.0,7081.0,85.3,1385.0,2707.0,51.2,264.0,1097.0,264.0,66.0,1302.0,17411.0,1775.0,459.0,16.0,102.0,625.0,165.0,74.0,40.0,2.0,752.0,54.0,367.0,625.0,16.45,474.0,51.0,25.0,31.0,76.0,2.0,53.0,8.0,5.0,7.0,1.0,528.0,316.0,269.0,207.0,52.0,417.0,154.0,263.0,456.0,717.0,15.0,23200.0,2436.0,7588.0,10460.0,5345.0,677.0,23193.0,13163.0,587.0,464.0,141.0,15157.0,591.0,376.0,0.0,376.0,406.0,54.0,6.0,9.0,1.0,1886.0,574.0,531.0,51.9
vs Burnley,25.0,58.3,38.0,418.0,3420.0,54.0,47.0,3.0,3.0,32.0,2.0,1.42,1.24,2.66,1.34,2.58,54.7,52.3,1.44,1.38,38.0,38.0,3420.0,33.0,0.87,127.0,95.0,76.4,19.0,9.0,10.0,17.0,44.7,3.0,3.0,0.0,0.0,38.0,0.0,6.0,1.0,32.2,0.23,0.2,0.01,165.0,619.0,26.7,1091.0,225.0,39.9,34.5,262.0,70.2,48.5,621.0,51.0,8.2,45.0,1.18,12.1,176.0,13.0,31.0,4.63,0.09,0.29,0.09,-0.7,-1.3,16991.0,21670.0,78.4,285021.0,96838.0,8139.0,9265.0,87.8,6585.0,7792.0,84.5,1580.0,3182.0,49.7,454.0,1151.0,402.0,83.0,1665.0,19780.0,1811.0,443.0,24.0,162.0,801.0,237.0,76.0,74.0,7.0,796.0,79.0,323.0,1026.0,27.0,802.0,74.0,54.0,29.0,101.0,2.66,85.0,2.0,4.0,3.0,0.0,447.0,261.0,212.0,193.0,42.0,300.0,87.0,213.0,308.0,811.0,12.0,25555.0,2502.0,8190.0,11216.0,6361.0,975.0,25552.0,14183.0,884.0,587.0,219.0,16861.0,568.0,278.0,0.0,403.0,364.0,79.0,3.0,3.0,1.0,2051.0,854.0,874.0,49.4
vs Chelsea,27.0,38.6,38.0,418.0,3420.0,35.0,26.0,3.0,4.0,56.0,3.0,0.92,0.68,1.61,0.84,1.53,30.3,27.1,0.8,0.71,38.0,38.0,3420.0,58.0,1.53,203.0,145.0,75.4,9.0,10.0,19.0,10.0,26.3,10.0,8.0,2.0,0.0,38.0,0.0,9.0,2.0,58.9,0.25,2.9,0.08,201.0,577.0,34.8,948.0,174.0,42.7,35.9,281.0,61.2,44.8,579.0,22.0,3.8,11.0,0.29,10.1,103.0,15.0,31.0,2.71,0.1,0.31,0.08,4.7,4.9,12796.0,16705.0,76.6,221214.0,80475.0,5959.0,6859.0,86.9,5039.0,6036.0,83.5,1311.0,2614.0,50.2,241.0,860.0,188.0,32.0,1062.0,14807.0,1844.0,485.0,15.0,101.0,533.0,160.0,64.0,52.0,7.0,821.0,54.0,381.0,587.0,15.45,436.0,41.0,32.0,37.0,56.0,1.47,40.0,2.0,3.0,4.0,2.0,584.0,313.0,278.0,221.0,85.0,464.0,153.0,311.0,430.0,761.0,16.0,20757.0,2531.0,7109.0,9099.0,4733.0,565.0,20753.0,10800.0,497.0,384.0,107.0,12691.0,572.0,381.0,1.0,377.0,415.0,54.0,4.0,10.0,2.0,1845.0,515.0,569.0,47.5
vs Crystal Palace,24.0,59.9,38.0,418.0,3420.0,66.0,47.0,3.0,4.0,44.0,4.0,1.74,1.24,2.97,1.66,2.89,58.2,55.1,1.53,1.45,38.0,38.0,3420.0,41.0,1.08,131.0,91.0,71.0,18.0,8.0,12.0,14.0,36.8,4.0,3.0,1.0,0.0,38.0,1.0,2.0,2.0,32.5,0.22,-6.5,-0.17,125.0,320.0,39.1,806.0,177.0,29.5,30.7,195.0,42.1,35.5,384.0,26.0,6.8,33.0,0.87,14.7,170.0,29.0,31.8,4.47,0.12,0.37,0.11,7.8,7.9,19019.0,23089.0,82.4,325965.0,104917.0,8788.0,9789.0,89.8,7498.0,8536.0,87.8,1917.0,3121.0,61.4,401.0,1457.0,389.0,113.0,1807.0,21282.0,1761.0,440.0,19.0,246.0,795.0,230.0,99.0,91.0,9.0,815.0,46.0,374.0,953.0,25.08,671.0,96.0,66.0,65.0,111.0,2.92,86.0,4.0,10.0,6.0,1.0,682.0,400.0,281.0,305.0,96.0,397.0,97.0,300.0,378.0,597.0,11.0,27169.0,1926.0,7042.0,13508.0,6808.0,890.0,27165.0,16162.0,666.0,508.0,140.0,18907.0,606.0,353.0,1.0,455.0,387.0,46.0,3.0,4.0,2.0,1995.0,658.0,685.0,49.0
vs Everton,29.0,53.5,38.0,418.0,3420.0,47.0,33.0,3.0,4.0,66.0,1.0,1.24,0.87,2.11,1.16,2.03,50.1,46.9,1.32,1.24,38.0,38.0,3420.0,47.0,1.24,148.0,102.0,70.9,13.0,8.0,17.0,10.0,26.3,5.0,4.0,1.0,0.0,38.0,0.0,10.0,2.0,44.1,0.27,-0.9,-0.02,133.0,406.0,32.8,882.0,186.0,32.7,31.9,238.0,49.6,40.4,494.0,29.0,5.9,35.0,0.92,14.0,158.0,23.0,31.5,4.16,0.09,0.28,0.1,-3.1,-2.9,17667.0,21555.0,82.0,296851.0,101275.0,8437.0,9335.0,90.4,7182.0,8211.0,87.5,1488.0,2758.0,54.0,367.0,1264.0,313.0,59.0,1664.0,19747.0,1766.0,423.0,28.0,136.0,746.0,226.0,101.0,69.0,9.0,794.0,42.0,364.0,891.0,23.45,661.0,73.0,47.0,50.0,85.0,2.24,61.0,6.0,3.0,5.0,4.0,573.0,314.0,238.0,242.0,93.0,398.0,99.0,299.0,357.0,655.0,9.0,25600.0,2093.0,7302.0,12068.0,6454.0,873.0,25596.0,14327.0,794.0,607.0,181.0,17537.0,635.0,374.0,0.0,409.0,372.0,42.0,4.0,5.0,2.0,1997.0,486.0,665.0,42.2
vs Fulham,28.0,50.1,38.0,418.0,3420.0,52.0,34.0,7.0,7.0,40.0,1.0,1.37,0.89,2.26,1.18,2.08,52.6,47.2,1.38,1.24,38.0,38.0,3420.0,27.0,0.71,129.0,102.0,81.4,20.0,13.0,5.0,18.0,47.4,6.0,3.0,1.0,2.0,38.0,0.0,3.0,1.0,31.1,0.21,5.1,0.14,178.0,500.0,35.6,911.0,167.0,38.7,35.4,277.0,53.1,42.9,562.0,32.0,5.7,42.0,1.11,15.0,163.0,27.0,38.7,4.29,0.11,0.28,0.12,-0.6,-2.2,15762.0,20041.0,78.6,280391.0,92136.0,6859.0,7867.0,87.2,6751.0,7825.0,86.3,1645.0,3103.0,53.0,302.0,1150.0,268.0,82.0,1327.0,18089.0,1849.0,485.0,26.0,116.0,693.0,192.0,68.0,87.0,5.0,829.0,103.0,326.0,751.0,19.76,522.0,69.0,44.0,65.0,91.0,2.39,65.0,6.0,4.0,9.0,1.0,682.0,373.0,323.0,271.0,88.0,426.0,121.0,305.0,404.0,729.0,16.0,24187.0,2377.0,7606.0,11296.0,5503.0,752.0,24180.0,13534.0,559.0,456.0,139.0,15656.0,555.0,347.0,0.0,387.0,462.0,103.0,6.0,6.0,1.0,1986.0,625.0,649.0,49.1
vs Leeds United,23.0,42.4,38.0,418.0,3420.0,52.0,36.0,8.0,9.0,49.0,2.0,1.37,0.95,2.32,1.16,2.11,57.9,50.7,1.52,1.33,38.0,38.0,3420.0,62.0,1.63,197.0,136.0,70.6,15.0,5.0,18.0,10.0,26.3,4.0,4.0,0.0,0.0,38.0,2.0,8.0,2.0,60.3,0.29,0.3,0.01,229.0,635.0,36.1,912.0,184.0,42.5,35.4,318.0,77.7,51.5,634.0,33.0,5.2,35.0,0.92,13.4,189.0,20.0,34.4,4.97,0.08,0.23,0.09,-5.9,-6.7,11293.0,15291.0,73.9,188301.0,85040.0,5672.0,6628.0,85.6,3968.0,4993.0,79.5,1131.0,2498.0,45.3,422.0,864.0,277.0,36.0,1201.0,13322.0,1916.0,478.0,20.0,57.0,613.0,211.0,104.0,92.0,6.0,807.0,53.0,312.0,951.0,25.03,629.0,100.0,62.0,66.0,86.0,2.26,47.0,9.0,13.0,10.0,0.0,564.0,318.0,242.0,235.0,87.0,448.0,126.0,322.0,426.0,812.0,14.0,19786.0,2395.0,6410.0,8265.0,5409.0,875.0,19777.0,10613.0,720.0,557.0,184.0,11160.0,663.0,431.0,1.0,432.0,422.0,53.0,8.0,4.0,2.0,2165.0,605.0,538.0,52.9
vs Leicester City,27.0,45.4,38.0,418.0,3420.0,48.0,29.0,4.0,4.0,61.0,1.0,1.26,0.76,2.03,1.16,1.92,46.0,42.9,1.21,1.13,38.0,38.0,3420.0,68.0,1.79,182.0,116.0,68.1,12.0,6.0,20.0,6.0,15.8,12.0,10.0,2.0,0.0,38.0,1.0,5.0,4.0,56.9,0.25,-7.1,-0.19,175.0,497.0,35.2,915.0,181.0,39.0,34.7,241.0,58.1,43.5,494.0,17.0,3.4,39.0,1.03,15.3,132.0,17.0,36.1,3.47,0.12,0.33,0.12,2.0,1.1,13803.0,17998.0,76.7,243608.0,83750.0,6134.0,7146.0,85.8,5785.0,6853.0,84.4,1440.0,2807.0,51.3,277.0,984.0,267.0,64.0,1254.0,16109.0,1817.0,458.0,26.0,148.0,647.0,181.0,107.0,54.0,3.0,831.0,72.0,352.0,658.0,17.32,438.0,77.0,43.0,52.0,82.0,2.16,51.0,8.0,9.0,5.0,1.0,609.0,350.0,287.0,250.0,72.0,450.0,140.0,310.0,449.0,679.0,15.0,22044.0,2246.0,7030.0,10289.0,4962.0,656.0,22040.0,11743.0,567.0,452.0,108.0,13694.0,558.0,386.0,0.0,439.0,399.0,72.0,2.0,12.0,4.0,2047.0,590.0,600.0,49.6
vs Liverpool,28.0,37.6,38.0,418.0,3420.0,42.0,29.0,4.0,8.0,56.0,2.0,1.11,0.76,1.87,1.0,1.76,43.0,36.9,1.13,0.97,38.0,38.0,3420.0,68.0,1.79,210.0,145.0,70.5,9.0,9.0,20.0,8.0,21.1,6.0,6.0,0.0,0.0,38.0,0.0,10.0,3.0,60.9,0.27,-4.1,-0.11,264.0,717.0,36.8,968.0,184.0,49.0,38.4,338.0,71.9,48.7,644.0,20.0,3.1,36.0,0.95,13.4,135.0,12.0,41.7,3.55,0.12,0.28,0.12,-1.0,1.1,11888.0,15987.0,74.4,211717.0,83732.0,5448.0,6343.0,85.9,4442.0,5433.0,81.8,1470.0,2956.0,49.7,240.0,789.0,198.0,55.0,972.0,14279.0,1613.0,431.0,41.0,125.0,531.0,122.0,70.0,30.0,3.0,613.0,95.0,313.0,581.0,15.29,424.0,49.0,32.0,36.0,74.0,1.95,54.0,4.0,5.0,7.0,1.0,675.0,343.0,377.0,238.0,60.0,469.0,172.0,297.0,456.0,1057.0,27.0,20453.0,3150.0,8670.0,8259.0,3747.0,575.0,20445.0,9977.0,539.0,338.0,141.0,11775.0,565.0,306.0,0.0,343.0,380.0,95.0,7.0,6.0,3.0,2091.0,572.0,537.0,51.6
vs Manchester City,24.0,36.1,38.0,418.0,3420.0,31.0,17.0,8.0,10.0,61.0,2.0,0.82,0.45,1.26,0.61,1.05,30.2,22.3,0.8,0.59,38.0,38.0,3420.0,83.0,2.18,217.0,127.0,64.1,6.0,5.0,27.0,3.0,7.9,9.0,5.0,1.0,3.0,38.0,1.0,9.0,1.0,71.1,0.31,-10.9,-0.29,218.0,636.0,34.3,1064.0,151.0,41.8,35.0,336.0,56.8,40.6,487.0,21.0,4.3,31.0,0.82,13.6,90.0,15.0,33.0,2.37,0.08,0.26,0.08,0.8,0.7,12270.0,15654.0,78.4,210049.0,76181.0,5835.0,6612.0,88.2,4783.0,5559.0,86.0,1198.0,2471.0,48.5,200.0,707.0,180.0,43.0,850.0,14096.0,1491.0,391.0,14.0,97.0,426.0,111.0,56.0,36.0,8.0,532.0,67.0,251.0,489.0,12.87,350.0,28.0,32.0,35.0,54.0,1.42,30.0,3.0,8.0,10.0,0.0,647.0,358.0,380.0,219.0,48.0,451.0,168.0,283.0,405.0,713.0,28.0,19457.0,2984.0,8113.0,8067.0,3501.0,487.0,19447.0,10888.0,537.0,393.0,125.0,12194.0,501.0,264.0,1.0,390.0,345.0,67.0,10.0,8.0,1.0,1743.0,417.0,479.0,46.5
vs Manchester Utd,29.0,44.2,38.0,418.0,3420.0,42.0,28.0,4.0,4.0,64.0,3.0,1.11,0.74,1.84,1.0,1.74,41.5,38.4,1.09,1.01,38.0,38.0,3420.0,73.0,1.92,207.0,135.0,69.6,6.0,11.0,21.0,8.0,21.1,11.0,10.0,1.0,0.0,38.0,0.0,5.0,3.0,59.9,0.24,-10.1,-0.26,162.0,541.0,29.9,997.0,171.0,40.3,35.1,243.0,57.2,43.0,503.0,22.0,4.4,29.0,0.76,15.0,137.0,14.0,32.3,3.61,0.09,0.28,0.09,0.5,-0.4,14217.0,18081.0,78.6,248094.0,86185.0,6334.0,7157.0,88.5,6059.0,6998.0,86.6,1350.0,2750.0,49.1,314.0,983.0,241.0,58.0,1229.0,16354.0,1667.0,504.0,18.0,121.0,617.0,162.0,89.0,45.0,2.0,648.0,60.0,345.0,746.0,19.63,566.0,52.0,46.0,39.0,67.0,1.76,43.0,10.0,5.0,7.0,0.0,656.0,369.0,360.0,215.0,81.0,511.0,149.0,362.0,478.0,724.0,11.0,22323.0,2587.0,8167.0,9359.0,5005.0,700.0,22319.0,11874.0,573.0,389.0,158.0,14114.0,540.0,314.0,1.0,412.0,437.0,60.0,3.0,11.0,3.0,2048.0,413.0,546.0,43.1
vs Newcastle Utd,27.0,61.8,38.0,418.0,3420.0,59.0,41.0,4.0,5.0,60.0,3.0,1.55,1.08,2.63,1.45,2.53,58.3,54.4,1.54,1.43,38.0,38.0,3420.0,46.0,1.21,137.0,92.0,70.8,17.0,9.0,12.0,12.0,31.6,7.0,6.0,1.0,0.0,38.0,1.0,7.0,2.0,44.1,0.28,0.1,0.0,156.0,424.0,36.8,945.0,170.0,33.5,32.0,186.0,57.5,42.1,508.0,19.0,3.7,46.0,1.21,16.0,183.0,17.0,32.3,4.82,0.1,0.3,0.1,0.7,0.6,19529.0,23488.0,83.1,331914.0,107230.0,9151.0,10102.0,90.6,7970.0,9045.0,88.1,1779.0,3027.0,58.8,435.0,1562.0,377.0,82.0,1771.0,21775.0,1643.0,420.0,19.0,136.0,844.0,226.0,108.0,80.0,5.0,723.0,70.0,325.0,1031.0,27.13,776.0,87.0,49.0,53.0,108.0,2.84,84.0,4.0,4.0,6.0,3.0,534.0,276.0,232.0,223.0,79.0,387.0,115.0,272.0,372.0,632.0,9.0,27300.0,2012.0,6945.0,13456.0,7127.0,997.0,27295.0,15912.0,851.0,628.0,192.0,19388.0,554.0,305.0,1.0,432.0,369.0,70.0,3.0,7.0,2.0,1973.0,655.0,634.0,50.8
vs Sheffield Utd,27.0,58.5,38.0,418.0,3420.0,60.0,45.0,3.0,4.0,39.0,1.0,1.58,1.18,2.76,1.5,2.68,62.2,59.1,1.64,1.56,38.0,38.0,3420.0,20.0,0.53,96.0,76.0,82.3,29.0,2.0,7.0,21.0,55.3,4.0,3.0,1.0,0.0,38.0,0.0,4.0,1.0,25.3,0.22,6.3,0.17,188.0,455.0,41.3,1040.0,174.0,32.2,32.6,219.0,54.8,42.1,527.0,25.0,4.7,42.0,1.11,15.7,203.0,24.0,37.7,5.34,0.11,0.28,0.11,-2.2,-2.1,18988.0,23109.0,82.2,332024.0,108633.0,8549.0,9548.0,89.5,7891.0,8978.0,87.9,1931.0,3231.0,59.8,415.0,1211.0,322.0,62.0,1606.0,21188.0,1864.0,502.0,24.0,163.0,718.0,243.0,81.0,101.0,18.0,841.0,57.0,340.0,981.0,25.82,701.0,88.0,64.0,48.0,105.0,2.76,66.0,9.0,13.0,5.0,2.0,529.0,301.0,288.0,177.0,64.0,353.0,91.0,262.0,296.0,690.0,9.0,26977.0,2292.0,8278.0,12514.0,6434.0,912.0,26973.0,15796.0,828.0,570.0,190.0,18866.0,553.0,340.0,1.0,304.0,445.0,57.0,3.0,4.0,1.0,1942.0,798.0,718.0,52.6
vs Southampton,29.0,47.8,38.0,418.0,3420.0,67.0,44.0,8.0,9.0,58.0,3.0,1.76,1.16,2.92,1.55,2.71,53.1,46.1,1.4,1.21,38.0,38.0,3420.0,47.0,1.24,163.0,115.0,74.2,19.0,7.0,12.0,13.0,34.2,6.0,5.0,1.0,0.0,38.0,4.0,6.0,0.0,42.6,0.23,-4.4,-0.12,215.0,534.0,40.3,935.0,167.0,41.7,36.3,240.0,60.0,44.4,427.0,12.0,2.8,45.0,1.18,15.5,169.0,15.0,40.3,4.45,0.14,0.35,0.11,13.9,12.9,13758.0,18167.0,75.7,242975.0,90628.0,6165.0,7308.0,84.4,5661.0,6801.0,83.2,1460.0,2755.0,53.0,316.0,1025.0,297.0,63.0,1407.0,16217.0,1861.0,465.0,25.0,120.0,667.0,196.0,72.0,55.0,11.0,873.0,89.0,390.0,767.0,20.18,533.0,81.0,42.0,49.0,117.0,3.08,80.0,3.0,12.0,7.0,3.0,644.0,355.0,236.0,315.0,93.0,399.0,98.0,301.0,428.0,680.0,14.0,22361.0,2207.0,7097.0,10104.0,5351.0,831.0,22352.0,11913.0,555.0,407.0,187.0,13664.0,600.0,386.0,2.0,438.0,405.0,89.0,7.0,6.0,0.0,2055.0,713.0,527.0,57.5
vs Tottenham,24.0,48.3,38.0,418.0,3420.0,42.0,24.0,10.0,10.0,77.0,1.0,1.11,0.63,1.74,0.84,1.47,49.1,41.2,1.29,1.09,38.0,38.0,3420.0,68.0,1.79,172.0,107.0,63.4,12.0,8.0,18.0,6.0,15.8,5.0,5.0,0.0,0.0,38.0,0.0,6.0,2.0,54.8,0.3,-11.2,-0.3,165.0,474.0,34.8,917.0,183.0,37.4,33.8,215.0,60.9,45.4,416.0,17.0,4.1,51.0,1.34,17.9,145.0,9.0,30.5,3.82,0.07,0.22,0.09,-7.1,-9.2,15362.0,19385.0,79.2,259562.0,90518.0,7308.0,8243.0,88.7,6007.0,7044.0,85.3,1461.0,2785.0,52.5,376.0,1138.0,345.0,77.0,1514.0,17666.0,1643.0,463.0,11.0,109.0,754.0,201.0,92.0,65.0,12.0,656.0,76.0,344.0,889.0,23.39,669.0,76.0,34.0,48.0,76.0,2.0,49.0,6.0,4.0,12.0,1.0,646.0,381.0,310.0,260.0,76.0,433.0,107.0,326.0,429.0,615.0,15.0,23499.0,2113.0,6735.0,10940.0,6067.0,901.0,23489.0,13448.0,723.0,561.0,196.0,15238.0,591.0,359.0,0.0,495.0,428.0,76.0,8.0,5.0,2.0,2165.0,647.0,618.0,51.1
vs West Brom,30.0,62.4,38.0,418.0,3420.0,73.0,52.0,7.0,11.0,50.0,1.0,1.92,1.37,3.29,1.74,3.11,67.9,59.3,1.79,1.56,38.0,38.0,3420.0,35.0,0.92,110.0,77.0,71.8,22.0,11.0,5.0,16.0,42.1,4.0,4.0,0.0,0.0,38.0,1.0,5.0,2.0,30.9,0.26,-2.1,-0.06,118.0,348.0,33.9,859.0,180.0,26.8,29.5,252.0,46.8,38.7,463.0,33.0,7.1,42.0,1.11,13.8,232.0,24.0,39.5,6.11,0.11,0.28,0.1,5.1,6.7,18892.0,23277.0,81.2,316702.0,107899.0,9018.0,10152.0,88.8,7663.0,8828.0,86.8,1599.0,2948.0,54.2,452.0,1470.0,395.0,84.0,1802.0,21362.0,1855.0,441.0,32.0,138.0,841.0,266.0,129.0,99.0,8.0,822.0,60.0,355.0,1074.0,28.26,804.0,80.0,65.0,49.0,132.0,3.47,100.0,6.0,11.0,6.0,2.0,554.0,328.0,256.0,235.0,63.0,296.0,75.0,221.0,328.0,672.0,13.0,27177.0,2092.0,7386.0,12659.0,7357.0,1039.0,27166.0,15605.0,931.0,719.0,209.0,18747.0,585.0,310.0,1.0,431.0,381.0,60.0,7.0,4.0,2.0,2044.0,771.0,709.0,52.1
vs West Ham,24.0,57.1,38.0,418.0,3420.0,43.0,34.0,3.0,5.0,52.0,1.0,1.13,0.89,2.03,1.05,1.95,48.7,44.8,1.28,1.18,38.0,38.0,3420.0,62.0,1.63,161.0,100.0,62.7,11.0,8.0,19.0,7.0,18.4,4.0,2.0,1.0,1.0,38.0,0.0,9.0,2.0,48.1,0.29,-11.9,-0.31,173.0,478.0,36.2,1020.0,203.0,33.9,31.9,242.0,54.5,42.6,596.0,20.0,3.4,33.0,0.87,16.9,143.0,18.0,31.2,3.76,0.09,0.28,0.1,-5.7,-4.8,18302.0,22463.0,81.5,304474.0,101522.0,8776.0,9741.0,90.1,7354.0,8481.0,86.7,1485.0,2815.0,52.8,359.0,1427.0,353.0,83.0,1698.0,20785.0,1619.0,425.0,34.0,114.0,740.0,182.0,85.0,59.0,9.0,670.0,59.0,339.0,826.0,21.74,651.0,47.0,35.0,35.0,77.0,2.03,62.0,3.0,3.0,3.0,1.0,562.0,328.0,279.0,218.0,65.0,405.0,116.0,289.0,364.0,710.0,9.0,26356.0,2267.0,7385.0,12947.0,6280.0,847.0,26350.0,15829.0,826.0,630.0,169.0,18163.0,554.0,290.0,1.0,366.0,352.0,59.0,5.0,4.0,2.0,2001.0,677.0,738.0,47.8
vs Wolves,27.0,50.7,38.0,418.0,3420.0,49.0,34.0,7.0,8.0,62.0,6.0,1.29,0.89,2.18,1.11,2.0,49.5,43.2,1.3,1.14,38.0,38.0,3417.0,36.0,0.95,153.0,119.0,79.1,17.0,9.0,12.0,13.0,34.2,4.0,4.0,0.0,0.0,38.0,0.0,7.0,2.0,34.1,0.2,0.1,0.0,156.0,395.0,39.5,834.0,172.0,32.3,32.2,269.0,46.8,38.6,565.0,29.0,5.1,26.0,0.68,12.9,144.0,18.0,33.2,3.79,0.1,0.29,0.1,-0.5,-1.2,16265.0,19966.0,81.5,278356.0,95675.0,7713.0,8610.0,89.6,6476.0,7483.0,86.5,1534.0,2713.0,56.5,326.0,1166.0,324.0,71.0,1574.0,18258.0,1643.0,434.0,28.0,148.0,736.0,185.0,76.0,67.0,7.0,676.0,65.0,290.0,778.0,20.47,561.0,65.0,44.0,48.0,88.0,2.32,59.0,7.0,5.0,9.0,1.0,620.0,339.0,288.0,276.0,56.0,387.0,129.0,258.0,345.0,706.0,15.0,23862.0,2112.0,6459.0,11712.0,5889.0,832.0,23854.0,13749.0,698.0,525.0,152.0,16144.0,509.0,311.0,1.0,405.0,409.0,65.0,7.0,4.0,2.0,1871.0,596.0,576.0,50.9
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 46.2 38.0 418.0 3420.0 35.0 25.0 2.0 3.0 74.0 2.0 0.92 0.66 1.58 0.87 1.53 43.0 40.6 1.13 1.07 38.0 38.0 3420.0 55.0 1.45 146.0 93.0 66.4 13.0 7.0 18.0 12.0 31.6 6.0 6.0 0.0 0.0 38.0 2.0 3.0 2.0 47.6 0.29 -5.4 -0.14 239.0 617.0 38.7 1077.0 140.0 42.2 35.7 265.0 61.5 44.3 564.0 21.0 3.7 38.0 1.0 14.7 126.0 12.0 30.6 3.32 0.08 0.26 0.1 -8.0 -7.6 15355.0 19093.0 80.4 264758.0 88749.0 7194.0 8000.0 89.9 6173.0 7125.0 86.6 1478.0 2802.0 52.7 304.0 1095.0 262.0 64.0 1175.0 17471.0 1569.0 387.0 14.0 111.0 652.0 166.0 70.0 55.0 9.0 657.0 53.0 290.0 711.0 18.71 515.0 60.0 40.0 33.0 59.0 1.55 37.0 5.0 8.0 4.0 1.0 499.0 285.0 246.0 192.0 61.0 391.0 129.0 262.0 369.0 752.0 16.0 22816.0 2643.0 7657.0 10092.0 5265.0 721.0 22813.0 13140.0 604.0 464.0 162.0 15224.0 507.0 244.0 1.0 421.0 335.0 53.0 3.0 6.0 2.0 1822.0 594.0 504.0 54.1
3 vs Aston Villa 24.0 51.9 38.0 418.0 3420.0 45.0 30.0 5.0 6.0 73.0 7.0 1.18 0.79 1.97 1.05 1.84 51.1 46.4 1.34 1.22 38.0 38.0 3420.0 55.0 1.45 183.0 131.0 72.7 15.0 7.0 16.0 8.0 21.1 6.0 5.0 0.0 1.0 38.0 0.0 6.0 3.0 52.0 0.26 0.0 0.0 194.0 549.0 35.3 866.0 134.0 42.5 36.0 287.0 63.1 45.6 624.0 26.0 4.2 29.0 0.76 14.2 180.0 27.0 33.8 4.74 0.08 0.22 0.09 -6.1 -6.4 14251.0 18381.0 77.5 241489.0 88874.0 6833.0 7727.0 88.4 5491.0 6601.0 83.2 1347.0 2806.0 48.0 375.0 1068.0 362.0 84.0 1549.0 16552.0 1782.0 473.0 16.0 151.0 784.0 194.0 86.0 62.0 5.0 735.0 47.0 321.0 938.0 24.68 710.0 58.0 59.0 55.0 78.0 2.05 53.0 5.0 8.0 6.0 1.0 563.0 322.0 309.0 189.0 65.0 377.0 145.0 232.0 355.0 804.0 18.0 22498.0 2506.0 7471.0 9303.0 5952.0 955.0 22492.0 12009.0 726.0 508.0 200.0 14149.0 551.0 269.0 2.0 568.0 419.0 47.0 5.0 6.0 3.0 1962.0 665.0 728.0 47.7
4 vs Brighton 27.0 48.7 38.0 418.0 3420.0 44.0 30.0 6.0 7.0 51.0 2.0 1.16 0.79 1.95 1.0 1.79 35.3 29.8 0.93 0.79 38.0 38.0 3420.0 40.0 1.05 140.0 101.0 75.7 15.0 14.0 9.0 12.0 31.6 9.0 6.0 0.0 3.0 38.0 0.0 5.0 1.0 40.8 0.26 1.8 0.05 184.0 535.0 34.4 898.0 197.0 38.2 34.1 321.0 59.8 43.8 535.0 26.0 4.9 35.0 0.92 13.3 119.0 10.0 33.9 3.13 0.11 0.32 0.09 8.7 8.2 15268.0 19240.0 79.4 256988.0 89029.0 7274.0 8189.0 88.8 6040.0 7081.0 85.3 1385.0 2707.0 51.2 264.0 1097.0 264.0 66.0 1302.0 17411.0 1775.0 459.0 16.0 102.0 625.0 165.0 74.0 40.0 2.0 752.0 54.0 367.0 625.0 16.45 474.0 51.0 25.0 31.0 76.0 2.0 53.0 8.0 5.0 7.0 1.0 528.0 316.0 269.0 207.0 52.0 417.0 154.0 263.0 456.0 717.0 15.0 23200.0 2436.0 7588.0 10460.0 5345.0 677.0 23193.0 13163.0 587.0 464.0 141.0 15157.0 591.0 376.0 0.0 376.0 406.0 54.0 6.0 9.0 1.0 1886.0 574.0 531.0 51.9
5 vs Burnley 25.0 58.3 38.0 418.0 3420.0 54.0 47.0 3.0 3.0 32.0 2.0 1.42 1.24 2.66 1.34 2.58 54.7 52.3 1.44 1.38 38.0 38.0 3420.0 33.0 0.87 127.0 95.0 76.4 19.0 9.0 10.0 17.0 44.7 3.0 3.0 0.0 0.0 38.0 0.0 6.0 1.0 32.2 0.23 0.2 0.01 165.0 619.0 26.7 1091.0 225.0 39.9 34.5 262.0 70.2 48.5 621.0 51.0 8.2 45.0 1.18 12.1 176.0 13.0 31.0 4.63 0.09 0.29 0.09 -0.7 -1.3 16991.0 21670.0 78.4 285021.0 96838.0 8139.0 9265.0 87.8 6585.0 7792.0 84.5 1580.0 3182.0 49.7 454.0 1151.0 402.0 83.0 1665.0 19780.0 1811.0 443.0 24.0 162.0 801.0 237.0 76.0 74.0 7.0 796.0 79.0 323.0 1026.0 27.0 802.0 74.0 54.0 29.0 101.0 2.66 85.0 2.0 4.0 3.0 0.0 447.0 261.0 212.0 193.0 42.0 300.0 87.0 213.0 308.0 811.0 12.0 25555.0 2502.0 8190.0 11216.0 6361.0 975.0 25552.0 14183.0 884.0 587.0 219.0 16861.0 568.0 278.0 0.0 403.0 364.0 79.0 3.0 3.0 1.0 2051.0 854.0 874.0 49.4
6 vs Chelsea 27.0 38.6 38.0 418.0 3420.0 35.0 26.0 3.0 4.0 56.0 3.0 0.92 0.68 1.61 0.84 1.53 30.3 27.1 0.8 0.71 38.0 38.0 3420.0 58.0 1.53 203.0 145.0 75.4 9.0 10.0 19.0 10.0 26.3 10.0 8.0 2.0 0.0 38.0 0.0 9.0 2.0 58.9 0.25 2.9 0.08 201.0 577.0 34.8 948.0 174.0 42.7 35.9 281.0 61.2 44.8 579.0 22.0 3.8 11.0 0.29 10.1 103.0 15.0 31.0 2.71 0.1 0.31 0.08 4.7 4.9 12796.0 16705.0 76.6 221214.0 80475.0 5959.0 6859.0 86.9 5039.0 6036.0 83.5 1311.0 2614.0 50.2 241.0 860.0 188.0 32.0 1062.0 14807.0 1844.0 485.0 15.0 101.0 533.0 160.0 64.0 52.0 7.0 821.0 54.0 381.0 587.0 15.45 436.0 41.0 32.0 37.0 56.0 1.47 40.0 2.0 3.0 4.0 2.0 584.0 313.0 278.0 221.0 85.0 464.0 153.0 311.0 430.0 761.0 16.0 20757.0 2531.0 7109.0 9099.0 4733.0 565.0 20753.0 10800.0 497.0 384.0 107.0 12691.0 572.0 381.0 1.0 377.0 415.0 54.0 4.0 10.0 2.0 1845.0 515.0 569.0 47.5
7 vs Crystal Palace 24.0 59.9 38.0 418.0 3420.0 66.0 47.0 3.0 4.0 44.0 4.0 1.74 1.24 2.97 1.66 2.89 58.2 55.1 1.53 1.45 38.0 38.0 3420.0 41.0 1.08 131.0 91.0 71.0 18.0 8.0 12.0 14.0 36.8 4.0 3.0 1.0 0.0 38.0 1.0 2.0 2.0 32.5 0.22 -6.5 -0.17 125.0 320.0 39.1 806.0 177.0 29.5 30.7 195.0 42.1 35.5 384.0 26.0 6.8 33.0 0.87 14.7 170.0 29.0 31.8 4.47 0.12 0.37 0.11 7.8 7.9 19019.0 23089.0 82.4 325965.0 104917.0 8788.0 9789.0 89.8 7498.0 8536.0 87.8 1917.0 3121.0 61.4 401.0 1457.0 389.0 113.0 1807.0 21282.0 1761.0 440.0 19.0 246.0 795.0 230.0 99.0 91.0 9.0 815.0 46.0 374.0 953.0 25.08 671.0 96.0 66.0 65.0 111.0 2.92 86.0 4.0 10.0 6.0 1.0 682.0 400.0 281.0 305.0 96.0 397.0 97.0 300.0 378.0 597.0 11.0 27169.0 1926.0 7042.0 13508.0 6808.0 890.0 27165.0 16162.0 666.0 508.0 140.0 18907.0 606.0 353.0 1.0 455.0 387.0 46.0 3.0 4.0 2.0 1995.0 658.0 685.0 49.0
8 vs Everton 29.0 53.5 38.0 418.0 3420.0 47.0 33.0 3.0 4.0 66.0 1.0 1.24 0.87 2.11 1.16 2.03 50.1 46.9 1.32 1.24 38.0 38.0 3420.0 47.0 1.24 148.0 102.0 70.9 13.0 8.0 17.0 10.0 26.3 5.0 4.0 1.0 0.0 38.0 0.0 10.0 2.0 44.1 0.27 -0.9 -0.02 133.0 406.0 32.8 882.0 186.0 32.7 31.9 238.0 49.6 40.4 494.0 29.0 5.9 35.0 0.92 14.0 158.0 23.0 31.5 4.16 0.09 0.28 0.1 -3.1 -2.9 17667.0 21555.0 82.0 296851.0 101275.0 8437.0 9335.0 90.4 7182.0 8211.0 87.5 1488.0 2758.0 54.0 367.0 1264.0 313.0 59.0 1664.0 19747.0 1766.0 423.0 28.0 136.0 746.0 226.0 101.0 69.0 9.0 794.0 42.0 364.0 891.0 23.45 661.0 73.0 47.0 50.0 85.0 2.24 61.0 6.0 3.0 5.0 4.0 573.0 314.0 238.0 242.0 93.0 398.0 99.0 299.0 357.0 655.0 9.0 25600.0 2093.0 7302.0 12068.0 6454.0 873.0 25596.0 14327.0 794.0 607.0 181.0 17537.0 635.0 374.0 0.0 409.0 372.0 42.0 4.0 5.0 2.0 1997.0 486.0 665.0 42.2
9 vs Fulham 28.0 50.1 38.0 418.0 3420.0 52.0 34.0 7.0 7.0 40.0 1.0 1.37 0.89 2.26 1.18 2.08 52.6 47.2 1.38 1.24 38.0 38.0 3420.0 27.0 0.71 129.0 102.0 81.4 20.0 13.0 5.0 18.0 47.4 6.0 3.0 1.0 2.0 38.0 0.0 3.0 1.0 31.1 0.21 5.1 0.14 178.0 500.0 35.6 911.0 167.0 38.7 35.4 277.0 53.1 42.9 562.0 32.0 5.7 42.0 1.11 15.0 163.0 27.0 38.7 4.29 0.11 0.28 0.12 -0.6 -2.2 15762.0 20041.0 78.6 280391.0 92136.0 6859.0 7867.0 87.2 6751.0 7825.0 86.3 1645.0 3103.0 53.0 302.0 1150.0 268.0 82.0 1327.0 18089.0 1849.0 485.0 26.0 116.0 693.0 192.0 68.0 87.0 5.0 829.0 103.0 326.0 751.0 19.76 522.0 69.0 44.0 65.0 91.0 2.39 65.0 6.0 4.0 9.0 1.0 682.0 373.0 323.0 271.0 88.0 426.0 121.0 305.0 404.0 729.0 16.0 24187.0 2377.0 7606.0 11296.0 5503.0 752.0 24180.0 13534.0 559.0 456.0 139.0 15656.0 555.0 347.0 0.0 387.0 462.0 103.0 6.0 6.0 1.0 1986.0 625.0 649.0 49.1
10 vs Leeds United 23.0 42.4 38.0 418.0 3420.0 52.0 36.0 8.0 9.0 49.0 2.0 1.37 0.95 2.32 1.16 2.11 57.9 50.7 1.52 1.33 38.0 38.0 3420.0 62.0 1.63 197.0 136.0 70.6 15.0 5.0 18.0 10.0 26.3 4.0 4.0 0.0 0.0 38.0 2.0 8.0 2.0 60.3 0.29 0.3 0.01 229.0 635.0 36.1 912.0 184.0 42.5 35.4 318.0 77.7 51.5 634.0 33.0 5.2 35.0 0.92 13.4 189.0 20.0 34.4 4.97 0.08 0.23 0.09 -5.9 -6.7 11293.0 15291.0 73.9 188301.0 85040.0 5672.0 6628.0 85.6 3968.0 4993.0 79.5 1131.0 2498.0 45.3 422.0 864.0 277.0 36.0 1201.0 13322.0 1916.0 478.0 20.0 57.0 613.0 211.0 104.0 92.0 6.0 807.0 53.0 312.0 951.0 25.03 629.0 100.0 62.0 66.0 86.0 2.26 47.0 9.0 13.0 10.0 0.0 564.0 318.0 242.0 235.0 87.0 448.0 126.0 322.0 426.0 812.0 14.0 19786.0 2395.0 6410.0 8265.0 5409.0 875.0 19777.0 10613.0 720.0 557.0 184.0 11160.0 663.0 431.0 1.0 432.0 422.0 53.0 8.0 4.0 2.0 2165.0 605.0 538.0 52.9
11 vs Leicester City 27.0 45.4 38.0 418.0 3420.0 48.0 29.0 4.0 4.0 61.0 1.0 1.26 0.76 2.03 1.16 1.92 46.0 42.9 1.21 1.13 38.0 38.0 3420.0 68.0 1.79 182.0 116.0 68.1 12.0 6.0 20.0 6.0 15.8 12.0 10.0 2.0 0.0 38.0 1.0 5.0 4.0 56.9 0.25 -7.1 -0.19 175.0 497.0 35.2 915.0 181.0 39.0 34.7 241.0 58.1 43.5 494.0 17.0 3.4 39.0 1.03 15.3 132.0 17.0 36.1 3.47 0.12 0.33 0.12 2.0 1.1 13803.0 17998.0 76.7 243608.0 83750.0 6134.0 7146.0 85.8 5785.0 6853.0 84.4 1440.0 2807.0 51.3 277.0 984.0 267.0 64.0 1254.0 16109.0 1817.0 458.0 26.0 148.0 647.0 181.0 107.0 54.0 3.0 831.0 72.0 352.0 658.0 17.32 438.0 77.0 43.0 52.0 82.0 2.16 51.0 8.0 9.0 5.0 1.0 609.0 350.0 287.0 250.0 72.0 450.0 140.0 310.0 449.0 679.0 15.0 22044.0 2246.0 7030.0 10289.0 4962.0 656.0 22040.0 11743.0 567.0 452.0 108.0 13694.0 558.0 386.0 0.0 439.0 399.0 72.0 2.0 12.0 4.0 2047.0 590.0 600.0 49.6
12 vs Liverpool 28.0 37.6 38.0 418.0 3420.0 42.0 29.0 4.0 8.0 56.0 2.0 1.11 0.76 1.87 1.0 1.76 43.0 36.9 1.13 0.97 38.0 38.0 3420.0 68.0 1.79 210.0 145.0 70.5 9.0 9.0 20.0 8.0 21.1 6.0 6.0 0.0 0.0 38.0 0.0 10.0 3.0 60.9 0.27 -4.1 -0.11 264.0 717.0 36.8 968.0 184.0 49.0 38.4 338.0 71.9 48.7 644.0 20.0 3.1 36.0 0.95 13.4 135.0 12.0 41.7 3.55 0.12 0.28 0.12 -1.0 1.1 11888.0 15987.0 74.4 211717.0 83732.0 5448.0 6343.0 85.9 4442.0 5433.0 81.8 1470.0 2956.0 49.7 240.0 789.0 198.0 55.0 972.0 14279.0 1613.0 431.0 41.0 125.0 531.0 122.0 70.0 30.0 3.0 613.0 95.0 313.0 581.0 15.29 424.0 49.0 32.0 36.0 74.0 1.95 54.0 4.0 5.0 7.0 1.0 675.0 343.0 377.0 238.0 60.0 469.0 172.0 297.0 456.0 1057.0 27.0 20453.0 3150.0 8670.0 8259.0 3747.0 575.0 20445.0 9977.0 539.0 338.0 141.0 11775.0 565.0 306.0 0.0 343.0 380.0 95.0 7.0 6.0 3.0 2091.0 572.0 537.0 51.6
13 vs Manchester City 24.0 36.1 38.0 418.0 3420.0 31.0 17.0 8.0 10.0 61.0 2.0 0.82 0.45 1.26 0.61 1.05 30.2 22.3 0.8 0.59 38.0 38.0 3420.0 83.0 2.18 217.0 127.0 64.1 6.0 5.0 27.0 3.0 7.9 9.0 5.0 1.0 3.0 38.0 1.0 9.0 1.0 71.1 0.31 -10.9 -0.29 218.0 636.0 34.3 1064.0 151.0 41.8 35.0 336.0 56.8 40.6 487.0 21.0 4.3 31.0 0.82 13.6 90.0 15.0 33.0 2.37 0.08 0.26 0.08 0.8 0.7 12270.0 15654.0 78.4 210049.0 76181.0 5835.0 6612.0 88.2 4783.0 5559.0 86.0 1198.0 2471.0 48.5 200.0 707.0 180.0 43.0 850.0 14096.0 1491.0 391.0 14.0 97.0 426.0 111.0 56.0 36.0 8.0 532.0 67.0 251.0 489.0 12.87 350.0 28.0 32.0 35.0 54.0 1.42 30.0 3.0 8.0 10.0 0.0 647.0 358.0 380.0 219.0 48.0 451.0 168.0 283.0 405.0 713.0 28.0 19457.0 2984.0 8113.0 8067.0 3501.0 487.0 19447.0 10888.0 537.0 393.0 125.0 12194.0 501.0 264.0 1.0 390.0 345.0 67.0 10.0 8.0 1.0 1743.0 417.0 479.0 46.5
14 vs Manchester Utd 29.0 44.2 38.0 418.0 3420.0 42.0 28.0 4.0 4.0 64.0 3.0 1.11 0.74 1.84 1.0 1.74 41.5 38.4 1.09 1.01 38.0 38.0 3420.0 73.0 1.92 207.0 135.0 69.6 6.0 11.0 21.0 8.0 21.1 11.0 10.0 1.0 0.0 38.0 0.0 5.0 3.0 59.9 0.24 -10.1 -0.26 162.0 541.0 29.9 997.0 171.0 40.3 35.1 243.0 57.2 43.0 503.0 22.0 4.4 29.0 0.76 15.0 137.0 14.0 32.3 3.61 0.09 0.28 0.09 0.5 -0.4 14217.0 18081.0 78.6 248094.0 86185.0 6334.0 7157.0 88.5 6059.0 6998.0 86.6 1350.0 2750.0 49.1 314.0 983.0 241.0 58.0 1229.0 16354.0 1667.0 504.0 18.0 121.0 617.0 162.0 89.0 45.0 2.0 648.0 60.0 345.0 746.0 19.63 566.0 52.0 46.0 39.0 67.0 1.76 43.0 10.0 5.0 7.0 0.0 656.0 369.0 360.0 215.0 81.0 511.0 149.0 362.0 478.0 724.0 11.0 22323.0 2587.0 8167.0 9359.0 5005.0 700.0 22319.0 11874.0 573.0 389.0 158.0 14114.0 540.0 314.0 1.0 412.0 437.0 60.0 3.0 11.0 3.0 2048.0 413.0 546.0 43.1
15 vs Newcastle Utd 27.0 61.8 38.0 418.0 3420.0 59.0 41.0 4.0 5.0 60.0 3.0 1.55 1.08 2.63 1.45 2.53 58.3 54.4 1.54 1.43 38.0 38.0 3420.0 46.0 1.21 137.0 92.0 70.8 17.0 9.0 12.0 12.0 31.6 7.0 6.0 1.0 0.0 38.0 1.0 7.0 2.0 44.1 0.28 0.1 0.0 156.0 424.0 36.8 945.0 170.0 33.5 32.0 186.0 57.5 42.1 508.0 19.0 3.7 46.0 1.21 16.0 183.0 17.0 32.3 4.82 0.1 0.3 0.1 0.7 0.6 19529.0 23488.0 83.1 331914.0 107230.0 9151.0 10102.0 90.6 7970.0 9045.0 88.1 1779.0 3027.0 58.8 435.0 1562.0 377.0 82.0 1771.0 21775.0 1643.0 420.0 19.0 136.0 844.0 226.0 108.0 80.0 5.0 723.0 70.0 325.0 1031.0 27.13 776.0 87.0 49.0 53.0 108.0 2.84 84.0 4.0 4.0 6.0 3.0 534.0 276.0 232.0 223.0 79.0 387.0 115.0 272.0 372.0 632.0 9.0 27300.0 2012.0 6945.0 13456.0 7127.0 997.0 27295.0 15912.0 851.0 628.0 192.0 19388.0 554.0 305.0 1.0 432.0 369.0 70.0 3.0 7.0 2.0 1973.0 655.0 634.0 50.8
16 vs Sheffield Utd 27.0 58.5 38.0 418.0 3420.0 60.0 45.0 3.0 4.0 39.0 1.0 1.58 1.18 2.76 1.5 2.68 62.2 59.1 1.64 1.56 38.0 38.0 3420.0 20.0 0.53 96.0 76.0 82.3 29.0 2.0 7.0 21.0 55.3 4.0 3.0 1.0 0.0 38.0 0.0 4.0 1.0 25.3 0.22 6.3 0.17 188.0 455.0 41.3 1040.0 174.0 32.2 32.6 219.0 54.8 42.1 527.0 25.0 4.7 42.0 1.11 15.7 203.0 24.0 37.7 5.34 0.11 0.28 0.11 -2.2 -2.1 18988.0 23109.0 82.2 332024.0 108633.0 8549.0 9548.0 89.5 7891.0 8978.0 87.9 1931.0 3231.0 59.8 415.0 1211.0 322.0 62.0 1606.0 21188.0 1864.0 502.0 24.0 163.0 718.0 243.0 81.0 101.0 18.0 841.0 57.0 340.0 981.0 25.82 701.0 88.0 64.0 48.0 105.0 2.76 66.0 9.0 13.0 5.0 2.0 529.0 301.0 288.0 177.0 64.0 353.0 91.0 262.0 296.0 690.0 9.0 26977.0 2292.0 8278.0 12514.0 6434.0 912.0 26973.0 15796.0 828.0 570.0 190.0 18866.0 553.0 340.0 1.0 304.0 445.0 57.0 3.0 4.0 1.0 1942.0 798.0 718.0 52.6
17 vs Southampton 29.0 47.8 38.0 418.0 3420.0 67.0 44.0 8.0 9.0 58.0 3.0 1.76 1.16 2.92 1.55 2.71 53.1 46.1 1.4 1.21 38.0 38.0 3420.0 47.0 1.24 163.0 115.0 74.2 19.0 7.0 12.0 13.0 34.2 6.0 5.0 1.0 0.0 38.0 4.0 6.0 0.0 42.6 0.23 -4.4 -0.12 215.0 534.0 40.3 935.0 167.0 41.7 36.3 240.0 60.0 44.4 427.0 12.0 2.8 45.0 1.18 15.5 169.0 15.0 40.3 4.45 0.14 0.35 0.11 13.9 12.9 13758.0 18167.0 75.7 242975.0 90628.0 6165.0 7308.0 84.4 5661.0 6801.0 83.2 1460.0 2755.0 53.0 316.0 1025.0 297.0 63.0 1407.0 16217.0 1861.0 465.0 25.0 120.0 667.0 196.0 72.0 55.0 11.0 873.0 89.0 390.0 767.0 20.18 533.0 81.0 42.0 49.0 117.0 3.08 80.0 3.0 12.0 7.0 3.0 644.0 355.0 236.0 315.0 93.0 399.0 98.0 301.0 428.0 680.0 14.0 22361.0 2207.0 7097.0 10104.0 5351.0 831.0 22352.0 11913.0 555.0 407.0 187.0 13664.0 600.0 386.0 2.0 438.0 405.0 89.0 7.0 6.0 0.0 2055.0 713.0 527.0 57.5
18 vs Tottenham 24.0 48.3 38.0 418.0 3420.0 42.0 24.0 10.0 10.0 77.0 1.0 1.11 0.63 1.74 0.84 1.47 49.1 41.2 1.29 1.09 38.0 38.0 3420.0 68.0 1.79 172.0 107.0 63.4 12.0 8.0 18.0 6.0 15.8 5.0 5.0 0.0 0.0 38.0 0.0 6.0 2.0 54.8 0.3 -11.2 -0.3 165.0 474.0 34.8 917.0 183.0 37.4 33.8 215.0 60.9 45.4 416.0 17.0 4.1 51.0 1.34 17.9 145.0 9.0 30.5 3.82 0.07 0.22 0.09 -7.1 -9.2 15362.0 19385.0 79.2 259562.0 90518.0 7308.0 8243.0 88.7 6007.0 7044.0 85.3 1461.0 2785.0 52.5 376.0 1138.0 345.0 77.0 1514.0 17666.0 1643.0 463.0 11.0 109.0 754.0 201.0 92.0 65.0 12.0 656.0 76.0 344.0 889.0 23.39 669.0 76.0 34.0 48.0 76.0 2.0 49.0 6.0 4.0 12.0 1.0 646.0 381.0 310.0 260.0 76.0 433.0 107.0 326.0 429.0 615.0 15.0 23499.0 2113.0 6735.0 10940.0 6067.0 901.0 23489.0 13448.0 723.0 561.0 196.0 15238.0 591.0 359.0 0.0 495.0 428.0 76.0 8.0 5.0 2.0 2165.0 647.0 618.0 51.1
19 vs West Brom 30.0 62.4 38.0 418.0 3420.0 73.0 52.0 7.0 11.0 50.0 1.0 1.92 1.37 3.29 1.74 3.11 67.9 59.3 1.79 1.56 38.0 38.0 3420.0 35.0 0.92 110.0 77.0 71.8 22.0 11.0 5.0 16.0 42.1 4.0 4.0 0.0 0.0 38.0 1.0 5.0 2.0 30.9 0.26 -2.1 -0.06 118.0 348.0 33.9 859.0 180.0 26.8 29.5 252.0 46.8 38.7 463.0 33.0 7.1 42.0 1.11 13.8 232.0 24.0 39.5 6.11 0.11 0.28 0.1 5.1 6.7 18892.0 23277.0 81.2 316702.0 107899.0 9018.0 10152.0 88.8 7663.0 8828.0 86.8 1599.0 2948.0 54.2 452.0 1470.0 395.0 84.0 1802.0 21362.0 1855.0 441.0 32.0 138.0 841.0 266.0 129.0 99.0 8.0 822.0 60.0 355.0 1074.0 28.26 804.0 80.0 65.0 49.0 132.0 3.47 100.0 6.0 11.0 6.0 2.0 554.0 328.0 256.0 235.0 63.0 296.0 75.0 221.0 328.0 672.0 13.0 27177.0 2092.0 7386.0 12659.0 7357.0 1039.0 27166.0 15605.0 931.0 719.0 209.0 18747.0 585.0 310.0 1.0 431.0 381.0 60.0 7.0 4.0 2.0 2044.0 771.0 709.0 52.1
20 vs West Ham 24.0 57.1 38.0 418.0 3420.0 43.0 34.0 3.0 5.0 52.0 1.0 1.13 0.89 2.03 1.05 1.95 48.7 44.8 1.28 1.18 38.0 38.0 3420.0 62.0 1.63 161.0 100.0 62.7 11.0 8.0 19.0 7.0 18.4 4.0 2.0 1.0 1.0 38.0 0.0 9.0 2.0 48.1 0.29 -11.9 -0.31 173.0 478.0 36.2 1020.0 203.0 33.9 31.9 242.0 54.5 42.6 596.0 20.0 3.4 33.0 0.87 16.9 143.0 18.0 31.2 3.76 0.09 0.28 0.1 -5.7 -4.8 18302.0 22463.0 81.5 304474.0 101522.0 8776.0 9741.0 90.1 7354.0 8481.0 86.7 1485.0 2815.0 52.8 359.0 1427.0 353.0 83.0 1698.0 20785.0 1619.0 425.0 34.0 114.0 740.0 182.0 85.0 59.0 9.0 670.0 59.0 339.0 826.0 21.74 651.0 47.0 35.0 35.0 77.0 2.03 62.0 3.0 3.0 3.0 1.0 562.0 328.0 279.0 218.0 65.0 405.0 116.0 289.0 364.0 710.0 9.0 26356.0 2267.0 7385.0 12947.0 6280.0 847.0 26350.0 15829.0 826.0 630.0 169.0 18163.0 554.0 290.0 1.0 366.0 352.0 59.0 5.0 4.0 2.0 2001.0 677.0 738.0 47.8
21 vs Wolves 27.0 50.7 38.0 418.0 3420.0 49.0 34.0 7.0 8.0 62.0 6.0 1.29 0.89 2.18 1.11 2.0 49.5 43.2 1.3 1.14 38.0 38.0 3417.0 36.0 0.95 153.0 119.0 79.1 17.0 9.0 12.0 13.0 34.2 4.0 4.0 0.0 0.0 38.0 0.0 7.0 2.0 34.1 0.2 0.1 0.0 156.0 395.0 39.5 834.0 172.0 32.3 32.2 269.0 46.8 38.6 565.0 29.0 5.1 26.0 0.68 12.9 144.0 18.0 33.2 3.79 0.1 0.29 0.1 -0.5 -1.2 16265.0 19966.0 81.5 278356.0 95675.0 7713.0 8610.0 89.6 6476.0 7483.0 86.5 1534.0 2713.0 56.5 326.0 1166.0 324.0 71.0 1574.0 18258.0 1643.0 434.0 28.0 148.0 736.0 185.0 76.0 67.0 7.0 676.0 65.0 290.0 778.0 20.47 561.0 65.0 44.0 48.0 88.0 2.32 59.0 7.0 5.0 9.0 1.0 620.0 339.0 288.0 276.0 56.0 387.0 129.0 258.0 345.0 706.0 15.0 23862.0 2112.0 6459.0 11712.0 5889.0 832.0 23854.0 13749.0 698.0 525.0 152.0 16144.0 509.0 311.0 1.0 405.0 409.0 65.0 7.0 4.0 2.0 1871.0 596.0 576.0 50.9