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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_2022-2023_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,26.0,40.1,38.0,418.0,3420.0,42.0,27.0,3.0,5.0,84.0,1.0,1.11,0.71,1.82,1.03,1.74,42.0,38.0,1.1,1.0,38.0,38.0,3420.0,88.0,2.32,197.0,113.0,56.9,6.0,6.0,26.0,4.0,10.5,4.0,3.0,0.0,1.0,38.0,0.0,13.0,4.0,66.8,0.33,-17.2,-0.45,215.0,604.0,35.6,989.0,134.0,41.0,35.2,310.0,64.2,46.9,510.0,38.0,7.5,37.0,0.97,13.0,133.0,8.0,39.5,3.5,0.12,0.29,0.11,0.0,1.0,11424.0,15090.0,75.7,202608.0,76723.0,5278.0,6079.0,86.8,4656.0,5577.0,83.5,1174.0,2519.0,46.6,259.0,778.0,201.0,45.0,907.0,13335.0,1672.0,407.0,51.0,99.0,510.0,139.0,79.0,47.0,4.0,662.0,83.0,317.0,569.0,14.97,398.0,64.0,33.0,32.0,66.0,1.74,49.0,5.0,4.0,5.0,1.0,668.0,387.0,402.0,202.0,64.0,516.0,186.0,330.0,360.0,841.0,18.0,19203.0,2933.0,7798.0,7683.0,3935.0,673.0,19197.0,10261.0,510.0,354.0,147.0,11310.0,476.0,319.0,0.0,456.0,354.0,83.0,4.0,4.0,4.0,1821.0,559.0,486.0,53.5
vs Aston Villa,26.0,50.6,38.0,418.0,3420.0,42.0,25.0,5.0,6.0,85.0,3.0,1.11,0.66,1.76,0.97,1.63,52.5,47.9,1.38,1.26,38.0,38.0,3420.0,51.0,1.34,147.0,99.0,67.3,13.0,7.0,18.0,8.0,21.1,4.0,3.0,0.0,1.0,38.0,2.0,6.0,2.0,44.1,0.29,-4.9,-0.13,134.0,355.0,37.7,829.0,173.0,29.6,31.9,225.0,48.9,39.7,439.0,27.0,6.2,41.0,1.08,15.1,145.0,14.0,34.2,3.82,0.09,0.26,0.12,-10.5,-10.9,14277.0,18089.0,78.9,255169.0,89828.0,6523.0,7424.0,87.9,5885.0,6859.0,85.8,1554.0,2778.0,55.9,321.0,1096.0,282.0,65.0,1323.0,16219.0,1754.0,446.0,95.0,180.0,689.0,211.0,96.0,77.0,7.0,765.0,116.0,375.0,757.0,19.92,530.0,82.0,52.0,39.0,74.0,1.95,48.0,7.0,7.0,5.0,2.0,650.0,370.0,305.0,237.0,108.0,413.0,127.0,286.0,332.0,635.0,9.0,22020.0,2102.0,7107.0,9894.0,5219.0,870.0,22014.0,12332.0,607.0,425.0,184.0,14144.0,486.0,320.0,3.0,508.0,403.0,116.0,3.0,4.0,2.0,1962.0,465.0,442.0,51.3
vs Bournemouth,31.0,59.9,38.0,418.0,3420.0,68.0,49.0,6.0,7.0,51.0,0.0,1.79,1.29,3.08,1.63,2.92,63.9,58.4,1.68,1.54,38.0,38.0,3420.0,37.0,0.97,126.0,89.0,70.6,21.0,6.0,11.0,18.0,47.4,0.0,0.0,0.0,0.0,38.0,0.0,7.0,0.0,34.7,0.28,-2.3,-0.06,109.0,316.0,34.5,953.0,173.0,25.5,30.2,194.0,37.6,35.6,401.0,25.0,6.2,48.0,1.26,17.0,198.0,15.0,32.0,5.21,0.1,0.31,0.1,4.1,3.6,18709.0,22764.0,82.2,328529.0,107187.0,8431.0,9452.0,89.2,8068.0,9207.0,87.6,1777.0,2972.0,59.8,455.0,1615.0,430.0,95.0,1988.0,20999.0,1700.0,403.0,54.0,126.0,930.0,271.0,139.0,73.0,3.0,732.0,65.0,395.0,1090.0,28.68,822.0,101.0,67.0,45.0,114.0,3.0,73.0,15.0,17.0,5.0,0.0,711.0,426.0,318.0,271.0,122.0,404.0,96.0,308.0,279.0,563.0,13.0,26820.0,2088.0,7398.0,11841.0,7803.0,1107.0,26813.0,16186.0,810.0,575.0,211.0,18578.0,550.0,362.0,0.0,375.0,372.0,65.0,3.0,0.0,0.0,2160.0,539.0,521.0,50.8
vs Brentford,25.0,56.6,38.0,418.0,3420.0,43.0,30.0,2.0,2.0,61.0,1.0,1.13,0.79,1.92,1.08,1.87,49.9,48.7,1.31,1.28,38.0,38.0,3420.0,58.0,1.53,154.0,98.0,66.9,9.0,14.0,15.0,9.0,23.7,8.0,7.0,1.0,0.0,38.0,2.0,8.0,2.0,54.6,0.31,-1.4,-0.04,157.0,546.0,28.8,928.0,183.0,39.8,35.2,244.0,72.5,50.3,531.0,34.0,6.4,53.0,1.39,15.7,195.0,12.0,35.0,5.13,0.07,0.21,0.09,-6.9,-7.7,15959.0,20073.0,79.5,264065.0,90402.0,7989.0,8970.0,89.1,6154.0,7254.0,84.8,1318.0,2713.0,48.6,417.0,1368.0,363.0,84.0,1540.0,18299.0,1713.0,403.0,63.0,112.0,781.0,214.0,103.0,73.0,5.0,715.0,61.0,343.0,999.0,26.29,764.0,68.0,74.0,28.0,76.0,2.0,51.0,7.0,9.0,2.0,1.0,583.0,330.0,275.0,221.0,87.0,354.0,86.0,268.0,291.0,822.0,11.0,24216.0,2369.0,6890.0,10625.0,6903.0,895.0,24214.0,13624.0,741.0,656.0,155.0,15840.0,547.0,334.0,0.0,415.0,338.0,61.0,1.0,8.0,2.0,1975.0,618.0,665.0,48.2
vs Brighton,29.0,39.5,38.0,418.0,3420.0,47.0,34.0,6.0,8.0,92.0,1.0,1.24,0.89,2.13,1.08,1.97,50.2,43.7,1.32,1.15,38.0,38.0,3420.0,72.0,1.89,225.0,157.0,70.7,12.0,8.0,18.0,5.0,13.2,6.0,6.0,0.0,0.0,38.0,1.0,3.0,4.0,66.8,0.28,-1.2,-0.03,202.0,663.0,30.5,1167.0,170.0,41.5,35.2,301.0,59.5,43.6,554.0,38.0,6.9,63.0,1.66,14.2,123.0,15.0,32.4,3.24,0.11,0.33,0.12,-3.2,-2.7,11658.0,15116.0,77.1,200962.0,76693.0,5500.0,6255.0,87.9,4775.0,5646.0,84.6,1061.0,2361.0,44.9,293.0,782.0,236.0,50.0,1026.0,13420.0,1653.0,473.0,44.0,69.0,444.0,134.0,59.0,52.0,2.0,607.0,43.0,310.0,673.0,17.71,483.0,54.0,38.0,43.0,82.0,2.16,54.0,4.0,7.0,7.0,1.0,603.0,350.0,312.0,220.0,71.0,505.0,160.0,345.0,417.0,777.0,24.0,19339.0,2866.0,7920.0,7496.0,4111.0,711.0,19331.0,10293.0,527.0,367.0,173.0,11532.0,513.0,350.0,0.0,426.0,409.0,43.0,6.0,6.0,4.0,1875.0,387.0,444.0,46.6
vs Chelsea,32.0,41.0,38.0,418.0,3420.0,44.0,32.0,1.0,1.0,69.0,1.0,1.16,0.84,2.0,1.13,1.97,52.5,51.7,1.38,1.36,38.0,38.0,3420.0,38.0,1.0,155.0,117.0,77.4,16.0,11.0,11.0,14.0,36.8,3.0,3.0,0.0,0.0,38.0,1.0,5.0,1.0,43.7,0.27,6.7,0.18,169.0,488.0,34.6,1005.0,180.0,35.4,33.6,274.0,48.2,40.3,549.0,32.0,5.8,36.0,0.95,14.8,158.0,10.0,36.2,4.16,0.1,0.27,0.12,-8.5,-8.7,12591.0,16256.0,77.5,219610.0,84778.0,5875.0,6743.0,87.1,5133.0,6094.0,84.2,1242.0,2398.0,51.8,321.0,967.0,240.0,59.0,1203.0,14458.0,1748.0,456.0,41.0,83.0,591.0,182.0,105.0,35.0,1.0,744.0,50.0,404.0,750.0,19.74,543.0,59.0,52.0,34.0,69.0,1.82,45.0,4.0,10.0,4.0,2.0,733.0,429.0,373.0,260.0,100.0,474.0,145.0,329.0,374.0,792.0,10.0,20667.0,2640.0,7410.0,8358.0,5105.0,760.0,20666.0,11149.0,593.0,416.0,167.0,12479.0,545.0,407.0,1.0,468.0,378.0,50.0,1.0,3.0,1.0,1956.0,453.0,493.0,47.9
vs Crystal Palace,26.0,53.9,38.0,418.0,3420.0,46.0,32.0,4.0,4.0,83.0,3.0,1.21,0.84,2.05,1.11,1.95,48.1,44.9,1.26,1.18,38.0,38.0,3420.0,40.0,1.05,135.0,96.0,71.1,15.0,12.0,11.0,16.0,42.1,3.0,1.0,1.0,1.0,38.0,1.0,5.0,2.0,41.2,0.29,3.2,0.08,139.0,373.0,37.3,1043.0,172.0,27.9,29.9,237.0,34.6,33.0,459.0,27.0,5.9,50.0,1.32,15.7,156.0,14.0,34.5,4.11,0.09,0.27,0.1,-2.1,-2.9,16316.0,20332.0,80.2,280950.0,99352.0,7628.0,8660.0,88.1,6712.0,7780.0,86.3,1522.0,2746.0,55.4,339.0,1214.0,353.0,84.0,1592.0,18512.0,1750.0,484.0,50.0,140.0,682.0,176.0,80.0,60.0,8.0,763.0,70.0,384.0,796.0,20.95,578.0,85.0,45.0,44.0,81.0,2.13,59.0,5.0,7.0,4.0,0.0,771.0,436.0,370.0,299.0,102.0,449.0,136.0,313.0,366.0,659.0,13.0,24639.0,2382.0,7900.0,10905.0,6036.0,947.0,24635.0,14512.0,590.0,485.0,139.0,16193.0,584.0,409.0,1.0,487.0,429.0,70.0,3.0,3.0,2.0,2130.0,578.0,496.0,53.8
vs Everton,28.0,57.4,38.0,418.0,3420.0,57.0,36.0,5.0,6.0,76.0,1.0,1.5,0.95,2.45,1.37,2.32,65.7,61.1,1.73,1.61,38.0,38.0,3420.0,34.0,0.89,145.0,114.0,78.6,18.0,12.0,8.0,14.0,36.8,3.0,3.0,0.0,0.0,38.0,0.0,5.0,2.0,38.6,0.25,6.6,0.17,122.0,377.0,32.4,1028.0,240.0,25.5,29.6,254.0,45.3,38.3,551.0,39.0,7.1,53.0,1.39,14.2,179.0,15.0,31.4,4.71,0.09,0.29,0.11,-8.7,-9.1,17041.0,21204.0,80.4,293765.0,101614.0,7993.0,9020.0,88.6,7025.0,8188.0,85.8,1559.0,2848.0,54.7,437.0,1295.0,358.0,101.0,1678.0,19286.0,1864.0,438.0,51.0,153.0,758.0,238.0,90.0,66.0,2.0,846.0,54.0,393.0,1017.0,26.76,737.0,97.0,74.0,42.0,99.0,2.61,67.0,2.0,12.0,9.0,1.0,596.0,365.0,270.0,258.0,68.0,384.0,122.0,262.0,275.0,727.0,12.0,25326.0,2438.0,8031.0,11022.0,6477.0,1025.0,25320.0,14664.0,752.0,496.0,212.0,16932.0,582.0,399.0,0.0,400.0,382.0,54.0,5.0,2.0,2.0,2092.0,613.0,582.0,51.3
vs Fulham,29.0,51.3,38.0,418.0,3420.0,51.0,30.0,7.0,8.0,57.0,5.0,1.34,0.79,2.13,1.16,1.95,63.8,57.9,1.68,1.52,38.0,38.0,3420.0,55.0,1.45,146.0,90.0,65.8,16.0,7.0,15.0,9.0,23.7,9.0,5.0,3.0,1.0,38.0,1.0,10.0,3.0,52.1,0.31,0.1,0.0,139.0,430.0,32.3,1051.0,174.0,30.5,30.8,228.0,47.8,40.0,604.0,39.0,6.5,29.0,0.76,13.4,188.0,20.0,37.8,4.95,0.09,0.23,0.12,-12.8,-13.9,15001.0,19010.0,78.9,262050.0,93178.0,6992.0,8025.0,87.1,6190.0,7186.0,86.1,1459.0,2750.0,53.1,361.0,1114.0,331.0,83.0,1406.0,17219.0,1703.0,438.0,76.0,137.0,608.0,204.0,94.0,66.0,1.0,720.0,88.0,368.0,878.0,23.11,639.0,65.0,64.0,50.0,87.0,2.29,55.0,3.0,15.0,8.0,0.0,617.0,362.0,280.0,258.0,79.0,447.0,116.0,331.0,340.0,754.0,8.0,23238.0,2494.0,7912.0,10257.0,5263.0,887.0,23230.0,13029.0,558.0,353.0,165.0,14833.0,543.0,324.0,1.0,419.0,392.0,88.0,8.0,9.0,3.0,2070.0,550.0,511.0,51.8
vs Leeds United,29.0,53.1,38.0,418.0,3420.0,77.0,50.0,5.0,6.0,66.0,3.0,2.03,1.32,3.34,1.89,3.21,67.2,62.5,1.77,1.65,38.0,38.0,3420.0,48.0,1.26,143.0,97.0,67.1,21.0,10.0,7.0,10.0,26.3,3.0,1.0,1.0,1.0,38.0,0.0,9.0,3.0,41.1,0.28,-3.9,-0.1,153.0,492.0,31.1,1007.0,204.0,36.0,33.4,265.0,48.7,40.0,520.0,35.0,6.7,43.0,1.13,14.2,180.0,19.0,34.5,4.74,0.14,0.4,0.12,9.8,9.5,15111.0,19538.0,77.3,269802.0,96986.0,6666.0,7739.0,86.1,6577.0,7786.0,84.5,1516.0,2885.0,52.5,381.0,1172.0,287.0,58.0,1469.0,17541.0,1911.0,492.0,69.0,131.0,612.0,182.0,87.0,61.0,6.0,866.0,86.0,450.0,921.0,24.24,640.0,88.0,60.0,49.0,140.0,3.68,98.0,4.0,8.0,7.0,2.0,749.0,427.0,379.0,292.0,78.0,509.0,140.0,369.0,391.0,740.0,11.0,24304.0,2447.0,8102.0,10849.0,5573.0,872.0,24298.0,13328.0,596.0,423.0,189.0,14978.0,630.0,428.0,1.0,422.0,453.0,86.0,5.0,3.0,3.0,2255.0,607.0,586.0,50.9
vs Leicester City,28.0,52.4,38.0,418.0,3420.0,63.0,46.0,4.0,5.0,64.0,2.0,1.66,1.21,2.87,1.55,2.76,63.4,59.9,1.67,1.58,38.0,38.0,3420.0,51.0,1.34,148.0,96.0,67.6,22.0,7.0,9.0,12.0,31.6,6.0,3.0,3.0,0.0,38.0,2.0,4.0,2.0,44.9,0.27,-4.1,-0.11,200.0,484.0,41.3,1063.0,187.0,33.6,32.2,212.0,59.9,46.4,380.0,31.0,8.2,59.0,1.55,16.4,173.0,21.0,30.5,4.55,0.1,0.34,0.11,-0.4,-0.9,16629.0,20664.0,80.5,291365.0,98077.0,7582.0,8521.0,89.0,6972.0,8068.0,86.4,1633.0,2896.0,56.4,418.0,1310.0,334.0,81.0,1575.0,18816.0,1770.0,461.0,75.0,157.0,712.0,236.0,129.0,58.0,5.0,756.0,78.0,402.0,986.0,25.95,713.0,84.0,71.0,50.0,106.0,2.79,81.0,4.0,5.0,7.0,3.0,558.0,336.0,263.0,217.0,78.0,475.0,112.0,363.0,339.0,600.0,15.0,24725.0,2155.0,7422.0,11141.0,6380.0,917.0,24720.0,13966.0,721.0,547.0,177.0,16475.0,517.0,392.0,2.0,410.0,395.0,78.0,3.0,6.0,2.0,2119.0,558.0,512.0,52.1
vs Liverpool,28.0,38.9,38.0,418.0,3420.0,45.0,32.0,2.0,4.0,59.0,1.0,1.18,0.84,2.03,1.13,1.97,50.9,48.1,1.34,1.26,38.0,38.0,3418.0,75.0,1.97,206.0,134.0,64.6,9.0,10.0,19.0,8.0,21.1,4.0,2.0,0.0,2.0,38.0,1.0,11.0,4.0,66.7,0.32,-4.3,-0.11,213.0,710.0,30.0,1011.0,199.0,48.9,38.6,312.0,69.2,49.8,651.0,40.0,6.1,48.0,1.26,14.7,154.0,9.0,42.1,4.05,0.12,0.28,0.13,-5.9,-5.1,11949.0,15970.0,74.8,211445.0,82709.0,5604.0,6558.0,85.5,4725.0,5743.0,82.3,1275.0,2707.0,47.1,283.0,908.0,232.0,58.0,1101.0,14167.0,1715.0,466.0,76.0,122.0,515.0,134.0,75.0,34.0,1.0,677.0,88.0,315.0,655.0,17.24,481.0,58.0,30.0,32.0,78.0,2.05,52.0,3.0,5.0,4.0,4.0,694.0,391.0,368.0,254.0,72.0,501.0,164.0,337.0,410.0,995.0,22.0,20607.0,3079.0,8404.0,8219.0,4189.0,677.0,20603.0,10557.0,505.0,332.0,166.0,11858.0,586.0,309.0,0.0,343.0,383.0,88.0,4.0,4.0,4.0,2083.0,455.0,482.0,48.6
vs Manchester City,24.0,34.7,38.0,418.0,3420.0,32.0,21.0,3.0,3.0,80.0,2.0,0.84,0.55,1.39,0.76,1.32,32.1,29.8,0.85,0.78,38.0,38.0,3420.0,94.0,2.47,213.0,122.0,60.1,5.0,5.0,28.0,3.0,7.9,10.0,9.0,0.0,1.0,38.0,2.0,10.0,2.0,74.8,0.31,-17.2,-0.45,223.0,652.0,34.2,1203.0,174.0,40.3,35.3,303.0,55.1,42.9,552.0,32.0,5.8,23.0,0.61,13.0,89.0,11.0,30.6,2.34,0.1,0.33,0.11,-0.1,-0.8,11294.0,14441.0,78.2,202141.0,74164.0,5050.0,5740.0,88.0,4772.0,5482.0,87.0,1161.0,2406.0,48.3,214.0,651.0,196.0,53.0,860.0,12946.0,1423.0,382.0,30.0,104.0,395.0,97.0,50.0,25.0,5.0,489.0,72.0,261.0,494.0,13.0,348.0,42.0,40.0,24.0,51.0,1.34,36.0,3.0,3.0,5.0,2.0,537.0,298.0,305.0,183.0,49.0,457.0,163.0,294.0,327.0,818.0,14.0,18167.0,3258.0,8426.0,6597.0,3319.0,561.0,18164.0,9792.0,434.0,310.0,125.0,11200.0,442.0,259.0,1.0,402.0,332.0,72.0,3.0,10.0,2.0,1647.0,364.0,438.0,45.4
vs Manchester Utd,26.0,46.0,38.0,418.0,3420.0,42.0,28.0,2.0,3.0,50.0,0.0,1.11,0.74,1.84,1.05,1.79,50.4,48.0,1.33,1.26,38.0,38.0,3420.0,58.0,1.53,210.0,153.0,73.8,9.0,6.0,23.0,7.0,18.4,3.0,3.0,0.0,0.0,38.0,0.0,3.0,2.0,63.8,0.3,7.8,0.21,215.0,556.0,38.7,1215.0,189.0,35.1,32.0,274.0,47.4,38.5,406.0,19.0,4.7,64.0,1.68,18.2,139.0,18.0,29.1,3.66,0.08,0.29,0.1,-8.4,-8.0,13767.0,17675.0,77.9,240301.0,90072.0,6443.0,7404.0,87.0,5597.0,6630.0,84.4,1365.0,2622.0,52.1,357.0,952.0,301.0,78.0,1355.0,15911.0,1721.0,476.0,45.0,105.0,670.0,207.0,105.0,59.0,4.0,651.0,43.0,395.0,824.0,21.68,568.0,85.0,69.0,44.0,68.0,1.79,50.0,4.0,6.0,7.0,1.0,631.0,361.0,312.0,226.0,93.0,554.0,165.0,389.0,415.0,616.0,14.0,21994.0,2733.0,7668.0,9000.0,5563.0,975.0,21991.0,11694.0,697.0,492.0,206.0,13634.0,572.0,357.0,0.0,310.0,413.0,43.0,2.0,3.0,2.0,2119.0,434.0,465.0,48.3
vs Newcastle Utd,27.0,47.6,38.0,418.0,3420.0,31.0,23.0,2.0,5.0,80.0,2.0,0.82,0.61,1.42,0.76,1.37,39.6,35.7,1.04,0.94,38.0,38.0,3420.0,68.0,1.79,190.0,126.0,67.4,5.0,14.0,19.0,11.0,28.9,6.0,6.0,0.0,0.0,38.0,1.0,6.0,4.0,66.5,0.32,2.5,0.07,222.0,736.0,30.2,1082.0,195.0,48.1,38.2,298.0,72.5,50.6,580.0,55.0,9.5,51.0,1.34,14.2,123.0,13.0,32.2,3.24,0.08,0.24,0.1,-8.6,-6.7,12444.0,16389.0,75.9,219793.0,81214.0,5805.0,6626.0,87.6,5082.0,6095.0,83.4,1271.0,2745.0,46.3,301.0,961.0,230.0,56.0,1201.0,14572.0,1761.0,460.0,49.0,116.0,564.0,162.0,76.0,52.0,2.0,717.0,56.0,381.0,678.0,17.84,492.0,51.0,43.0,31.0,53.0,1.39,38.0,4.0,6.0,1.0,0.0,685.0,421.0,356.0,260.0,69.0,488.0,167.0,321.0,341.0,854.0,12.0,20772.0,2819.0,7684.0,8651.0,4660.0,722.0,20766.0,10893.0,600.0,367.0,167.0,12338.0,525.0,300.0,0.0,419.0,391.0,56.0,4.0,6.0,4.0,1956.0,427.0,553.0,43.6
vs Nott'ham Forest,33.0,62.8,38.0,418.0,3420.0,68.0,45.0,6.0,9.0,65.0,0.0,1.79,1.18,2.97,1.63,2.82,64.2,57.5,1.69,1.51,38.0,38.0,3420.0,38.0,1.0,117.0,78.0,70.1,18.0,11.0,9.0,12.0,31.6,6.0,3.0,3.0,0.0,38.0,0.0,4.0,2.0,32.9,0.23,-3.1,-0.08,97.0,280.0,34.6,915.0,192.0,23.2,28.2,221.0,30.8,31.0,416.0,27.0,6.5,49.0,1.29,15.4,174.0,21.0,31.8,4.58,0.11,0.36,0.11,3.8,4.5,18444.0,22551.0,81.8,315466.0,104797.0,8568.0,9564.0,89.6,7833.0,8956.0,87.5,1577.0,2845.0,55.4,438.0,1523.0,392.0,80.0,1904.0,20654.0,1839.0,477.0,79.0,123.0,817.0,239.0,99.0,93.0,6.0,816.0,58.0,413.0,1000.0,26.32,703.0,97.0,72.0,61.0,120.0,3.16,85.0,8.0,11.0,8.0,2.0,510.0,301.0,197.0,210.0,103.0,355.0,88.0,267.0,286.0,646.0,16.0,26490.0,2033.0,7131.0,12307.0,7232.0,1106.0,26481.0,15879.0,813.0,585.0,216.0,18267.0,557.0,363.0,0.0,414.0,425.0,58.0,5.0,6.0,2.0,2022.0,600.0,560.0,51.7
vs Southampton,36.0,55.6,38.0,418.0,3420.0,68.0,55.0,2.0,3.0,63.0,2.0,1.79,1.45,3.24,1.74,3.18,61.0,58.7,1.61,1.54,38.0,38.0,3420.0,36.0,0.95,134.0,98.0,74.6,25.0,7.0,6.0,15.0,39.5,4.0,2.0,2.0,0.0,38.0,3.0,5.0,0.0,36.1,0.25,0.1,0.0,161.0,428.0,37.6,1043.0,186.0,30.1,31.2,235.0,48.5,40.7,475.0,31.0,6.5,50.0,1.32,15.9,147.0,11.0,28.1,3.87,0.13,0.45,0.12,7.0,7.3,16376.0,20617.0,79.4,288473.0,104529.0,7450.0,8538.0,87.3,6901.0,8048.0,85.7,1618.0,2893.0,55.9,388.0,1334.0,389.0,88.0,1735.0,18768.0,1796.0,471.0,78.0,164.0,686.0,208.0,82.0,71.0,4.0,802.0,53.0,417.0,920.0,24.21,702.0,65.0,59.0,34.0,121.0,3.18,94.0,7.0,7.0,6.0,1.0,718.0,418.0,311.0,306.0,101.0,445.0,114.0,331.0,318.0,718.0,9.0,24922.0,2333.0,7919.0,11070.0,6171.0,1055.0,24919.0,14203.0,652.0,446.0,221.0,16240.0,590.0,417.0,1.0,399.0,413.0,53.0,3.0,4.0,0.0,2170.0,611.0,551.0,52.6
vs Tottenham,29.0,50.1,38.0,418.0,3420.0,62.0,45.0,3.0,4.0,79.0,2.0,1.63,1.18,2.82,1.55,2.74,49.7,46.6,1.31,1.23,38.0,38.0,3420.0,70.0,1.84,192.0,123.0,66.1,14.0,6.0,18.0,4.0,10.5,6.0,5.0,1.0,0.0,38.0,0.0,13.0,2.0,56.5,0.27,-11.5,-0.3,184.0,611.0,30.1,1024.0,169.0,44.4,36.5,221.0,70.6,49.8,530.0,30.0,5.7,60.0,1.58,15.7,168.0,18.0,32.6,4.42,0.11,0.35,0.09,12.3,12.4,16079.0,19765.0,81.4,276347.0,90930.0,7658.0,8556.0,89.5,6515.0,7425.0,87.7,1511.0,2800.0,54.0,400.0,1359.0,300.0,77.0,1516.0,18051.0,1667.0,467.0,58.0,123.0,665.0,196.0,87.0,56.0,14.0,648.0,47.0,327.0,905.0,23.82,681.0,71.0,51.0,37.0,111.0,2.92,82.0,4.0,10.0,4.0,2.0,644.0,393.0,290.0,244.0,110.0,502.0,150.0,352.0,322.0,717.0,11.0,24011.0,2364.0,6699.0,10897.0,6627.0,935.0,24007.0,13878.0,685.0,524.0,212.0,15945.0,541.0,344.0,1.0,381.0,412.0,47.0,3.0,6.0,2.0,2050.0,474.0,549.0,46.3
vs West Ham,25.0,58.2,38.0,418.0,3420.0,54.0,42.0,4.0,6.0,54.0,0.0,1.42,1.11,2.53,1.32,2.42,53.0,48.4,1.4,1.27,38.0,38.0,3420.0,42.0,1.11,141.0,98.0,74.5,20.0,7.0,11.0,13.0,34.2,8.0,6.0,2.0,0.0,38.0,0.0,10.0,1.0,40.1,0.24,-0.9,-0.02,140.0,432.0,32.4,1093.0,176.0,29.3,30.8,252.0,44.4,37.9,595.0,35.0,5.9,54.0,1.42,14.7,165.0,10.0,33.5,4.34,0.1,0.3,0.1,1.0,1.6,18872.0,22778.0,82.9,315939.0,105899.0,9151.0,10095.0,90.6,7698.0,8792.0,87.6,1503.0,2780.0,54.1,369.0,1408.0,336.0,67.0,1721.0,21093.0,1640.0,406.0,75.0,126.0,730.0,195.0,84.0,79.0,2.0,691.0,45.0,320.0,890.0,23.42,674.0,70.0,51.0,32.0,100.0,2.63,72.0,8.0,5.0,6.0,4.0,621.0,372.0,285.0,248.0,88.0,453.0,142.0,311.0,292.0,816.0,12.0,27044.0,2677.0,8406.0,12186.0,6688.0,975.0,27038.0,16218.0,805.0,612.0,222.0,18736.0,568.0,338.0,0.0,328.0,341.0,45.0,5.0,8.0,1.0,2070.0,587.0,620.0,48.6
vs Wolves,32.0,49.8,38.0,418.0,3420.0,57.0,44.0,2.0,4.0,75.0,0.0,1.5,1.16,2.66,1.45,2.61,59.9,56.7,1.58,1.49,38.0,38.0,3420.0,31.0,0.82,121.0,94.0,76.9,19.0,8.0,11.0,15.0,39.5,3.0,3.0,0.0,0.0,38.0,0.0,4.0,3.0,28.6,0.21,0.6,0.02,158.0,450.0,35.1,980.0,166.0,34.5,32.9,229.0,48.9,39.3,509.0,30.0,5.9,72.0,1.89,18.6,170.0,27.0,30.9,4.47,0.1,0.32,0.11,-2.9,-1.7,14585.0,18284.0,79.8,254508.0,93552.0,6776.0,7682.0,88.2,6056.0,7032.0,86.1,1388.0,2572.0,54.0,399.0,1205.0,346.0,82.0,1596.0,16482.0,1765.0,493.0,61.0,140.0,735.0,203.0,104.0,64.0,4.0,755.0,37.0,364.0,959.0,25.24,688.0,78.0,63.0,58.0,98.0,2.58,71.0,4.0,6.0,5.0,6.0,629.0,360.0,281.0,225.0,123.0,424.0,114.0,310.0,317.0,712.0,12.0,22413.0,2222.0,6907.0,9715.0,6004.0,1041.0,22409.0,12748.0,702.0,495.0,218.0,14439.0,570.0,375.0,0.0,413.0,446.0,37.0,4.0,3.0,3.0,2000.0,542.0,465.0,53.8
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 26.0 40.1 38.0 418.0 3420.0 42.0 27.0 3.0 5.0 84.0 1.0 1.11 0.71 1.82 1.03 1.74 42.0 38.0 1.1 1.0 38.0 38.0 3420.0 88.0 2.32 197.0 113.0 56.9 6.0 6.0 26.0 4.0 10.5 4.0 3.0 0.0 1.0 38.0 0.0 13.0 4.0 66.8 0.33 -17.2 -0.45 215.0 604.0 35.6 989.0 134.0 41.0 35.2 310.0 64.2 46.9 510.0 38.0 7.5 37.0 0.97 13.0 133.0 8.0 39.5 3.5 0.12 0.29 0.11 0.0 1.0 11424.0 15090.0 75.7 202608.0 76723.0 5278.0 6079.0 86.8 4656.0 5577.0 83.5 1174.0 2519.0 46.6 259.0 778.0 201.0 45.0 907.0 13335.0 1672.0 407.0 51.0 99.0 510.0 139.0 79.0 47.0 4.0 662.0 83.0 317.0 569.0 14.97 398.0 64.0 33.0 32.0 66.0 1.74 49.0 5.0 4.0 5.0 1.0 668.0 387.0 402.0 202.0 64.0 516.0 186.0 330.0 360.0 841.0 18.0 19203.0 2933.0 7798.0 7683.0 3935.0 673.0 19197.0 10261.0 510.0 354.0 147.0 11310.0 476.0 319.0 0.0 456.0 354.0 83.0 4.0 4.0 4.0 1821.0 559.0 486.0 53.5
3 vs Aston Villa 26.0 50.6 38.0 418.0 3420.0 42.0 25.0 5.0 6.0 85.0 3.0 1.11 0.66 1.76 0.97 1.63 52.5 47.9 1.38 1.26 38.0 38.0 3420.0 51.0 1.34 147.0 99.0 67.3 13.0 7.0 18.0 8.0 21.1 4.0 3.0 0.0 1.0 38.0 2.0 6.0 2.0 44.1 0.29 -4.9 -0.13 134.0 355.0 37.7 829.0 173.0 29.6 31.9 225.0 48.9 39.7 439.0 27.0 6.2 41.0 1.08 15.1 145.0 14.0 34.2 3.82 0.09 0.26 0.12 -10.5 -10.9 14277.0 18089.0 78.9 255169.0 89828.0 6523.0 7424.0 87.9 5885.0 6859.0 85.8 1554.0 2778.0 55.9 321.0 1096.0 282.0 65.0 1323.0 16219.0 1754.0 446.0 95.0 180.0 689.0 211.0 96.0 77.0 7.0 765.0 116.0 375.0 757.0 19.92 530.0 82.0 52.0 39.0 74.0 1.95 48.0 7.0 7.0 5.0 2.0 650.0 370.0 305.0 237.0 108.0 413.0 127.0 286.0 332.0 635.0 9.0 22020.0 2102.0 7107.0 9894.0 5219.0 870.0 22014.0 12332.0 607.0 425.0 184.0 14144.0 486.0 320.0 3.0 508.0 403.0 116.0 3.0 4.0 2.0 1962.0 465.0 442.0 51.3
4 vs Bournemouth 31.0 59.9 38.0 418.0 3420.0 68.0 49.0 6.0 7.0 51.0 0.0 1.79 1.29 3.08 1.63 2.92 63.9 58.4 1.68 1.54 38.0 38.0 3420.0 37.0 0.97 126.0 89.0 70.6 21.0 6.0 11.0 18.0 47.4 0.0 0.0 0.0 0.0 38.0 0.0 7.0 0.0 34.7 0.28 -2.3 -0.06 109.0 316.0 34.5 953.0 173.0 25.5 30.2 194.0 37.6 35.6 401.0 25.0 6.2 48.0 1.26 17.0 198.0 15.0 32.0 5.21 0.1 0.31 0.1 4.1 3.6 18709.0 22764.0 82.2 328529.0 107187.0 8431.0 9452.0 89.2 8068.0 9207.0 87.6 1777.0 2972.0 59.8 455.0 1615.0 430.0 95.0 1988.0 20999.0 1700.0 403.0 54.0 126.0 930.0 271.0 139.0 73.0 3.0 732.0 65.0 395.0 1090.0 28.68 822.0 101.0 67.0 45.0 114.0 3.0 73.0 15.0 17.0 5.0 0.0 711.0 426.0 318.0 271.0 122.0 404.0 96.0 308.0 279.0 563.0 13.0 26820.0 2088.0 7398.0 11841.0 7803.0 1107.0 26813.0 16186.0 810.0 575.0 211.0 18578.0 550.0 362.0 0.0 375.0 372.0 65.0 3.0 0.0 0.0 2160.0 539.0 521.0 50.8
5 vs Brentford 25.0 56.6 38.0 418.0 3420.0 43.0 30.0 2.0 2.0 61.0 1.0 1.13 0.79 1.92 1.08 1.87 49.9 48.7 1.31 1.28 38.0 38.0 3420.0 58.0 1.53 154.0 98.0 66.9 9.0 14.0 15.0 9.0 23.7 8.0 7.0 1.0 0.0 38.0 2.0 8.0 2.0 54.6 0.31 -1.4 -0.04 157.0 546.0 28.8 928.0 183.0 39.8 35.2 244.0 72.5 50.3 531.0 34.0 6.4 53.0 1.39 15.7 195.0 12.0 35.0 5.13 0.07 0.21 0.09 -6.9 -7.7 15959.0 20073.0 79.5 264065.0 90402.0 7989.0 8970.0 89.1 6154.0 7254.0 84.8 1318.0 2713.0 48.6 417.0 1368.0 363.0 84.0 1540.0 18299.0 1713.0 403.0 63.0 112.0 781.0 214.0 103.0 73.0 5.0 715.0 61.0 343.0 999.0 26.29 764.0 68.0 74.0 28.0 76.0 2.0 51.0 7.0 9.0 2.0 1.0 583.0 330.0 275.0 221.0 87.0 354.0 86.0 268.0 291.0 822.0 11.0 24216.0 2369.0 6890.0 10625.0 6903.0 895.0 24214.0 13624.0 741.0 656.0 155.0 15840.0 547.0 334.0 0.0 415.0 338.0 61.0 1.0 8.0 2.0 1975.0 618.0 665.0 48.2
6 vs Brighton 29.0 39.5 38.0 418.0 3420.0 47.0 34.0 6.0 8.0 92.0 1.0 1.24 0.89 2.13 1.08 1.97 50.2 43.7 1.32 1.15 38.0 38.0 3420.0 72.0 1.89 225.0 157.0 70.7 12.0 8.0 18.0 5.0 13.2 6.0 6.0 0.0 0.0 38.0 1.0 3.0 4.0 66.8 0.28 -1.2 -0.03 202.0 663.0 30.5 1167.0 170.0 41.5 35.2 301.0 59.5 43.6 554.0 38.0 6.9 63.0 1.66 14.2 123.0 15.0 32.4 3.24 0.11 0.33 0.12 -3.2 -2.7 11658.0 15116.0 77.1 200962.0 76693.0 5500.0 6255.0 87.9 4775.0 5646.0 84.6 1061.0 2361.0 44.9 293.0 782.0 236.0 50.0 1026.0 13420.0 1653.0 473.0 44.0 69.0 444.0 134.0 59.0 52.0 2.0 607.0 43.0 310.0 673.0 17.71 483.0 54.0 38.0 43.0 82.0 2.16 54.0 4.0 7.0 7.0 1.0 603.0 350.0 312.0 220.0 71.0 505.0 160.0 345.0 417.0 777.0 24.0 19339.0 2866.0 7920.0 7496.0 4111.0 711.0 19331.0 10293.0 527.0 367.0 173.0 11532.0 513.0 350.0 0.0 426.0 409.0 43.0 6.0 6.0 4.0 1875.0 387.0 444.0 46.6
7 vs Chelsea 32.0 41.0 38.0 418.0 3420.0 44.0 32.0 1.0 1.0 69.0 1.0 1.16 0.84 2.0 1.13 1.97 52.5 51.7 1.38 1.36 38.0 38.0 3420.0 38.0 1.0 155.0 117.0 77.4 16.0 11.0 11.0 14.0 36.8 3.0 3.0 0.0 0.0 38.0 1.0 5.0 1.0 43.7 0.27 6.7 0.18 169.0 488.0 34.6 1005.0 180.0 35.4 33.6 274.0 48.2 40.3 549.0 32.0 5.8 36.0 0.95 14.8 158.0 10.0 36.2 4.16 0.1 0.27 0.12 -8.5 -8.7 12591.0 16256.0 77.5 219610.0 84778.0 5875.0 6743.0 87.1 5133.0 6094.0 84.2 1242.0 2398.0 51.8 321.0 967.0 240.0 59.0 1203.0 14458.0 1748.0 456.0 41.0 83.0 591.0 182.0 105.0 35.0 1.0 744.0 50.0 404.0 750.0 19.74 543.0 59.0 52.0 34.0 69.0 1.82 45.0 4.0 10.0 4.0 2.0 733.0 429.0 373.0 260.0 100.0 474.0 145.0 329.0 374.0 792.0 10.0 20667.0 2640.0 7410.0 8358.0 5105.0 760.0 20666.0 11149.0 593.0 416.0 167.0 12479.0 545.0 407.0 1.0 468.0 378.0 50.0 1.0 3.0 1.0 1956.0 453.0 493.0 47.9
8 vs Crystal Palace 26.0 53.9 38.0 418.0 3420.0 46.0 32.0 4.0 4.0 83.0 3.0 1.21 0.84 2.05 1.11 1.95 48.1 44.9 1.26 1.18 38.0 38.0 3420.0 40.0 1.05 135.0 96.0 71.1 15.0 12.0 11.0 16.0 42.1 3.0 1.0 1.0 1.0 38.0 1.0 5.0 2.0 41.2 0.29 3.2 0.08 139.0 373.0 37.3 1043.0 172.0 27.9 29.9 237.0 34.6 33.0 459.0 27.0 5.9 50.0 1.32 15.7 156.0 14.0 34.5 4.11 0.09 0.27 0.1 -2.1 -2.9 16316.0 20332.0 80.2 280950.0 99352.0 7628.0 8660.0 88.1 6712.0 7780.0 86.3 1522.0 2746.0 55.4 339.0 1214.0 353.0 84.0 1592.0 18512.0 1750.0 484.0 50.0 140.0 682.0 176.0 80.0 60.0 8.0 763.0 70.0 384.0 796.0 20.95 578.0 85.0 45.0 44.0 81.0 2.13 59.0 5.0 7.0 4.0 0.0 771.0 436.0 370.0 299.0 102.0 449.0 136.0 313.0 366.0 659.0 13.0 24639.0 2382.0 7900.0 10905.0 6036.0 947.0 24635.0 14512.0 590.0 485.0 139.0 16193.0 584.0 409.0 1.0 487.0 429.0 70.0 3.0 3.0 2.0 2130.0 578.0 496.0 53.8
9 vs Everton 28.0 57.4 38.0 418.0 3420.0 57.0 36.0 5.0 6.0 76.0 1.0 1.5 0.95 2.45 1.37 2.32 65.7 61.1 1.73 1.61 38.0 38.0 3420.0 34.0 0.89 145.0 114.0 78.6 18.0 12.0 8.0 14.0 36.8 3.0 3.0 0.0 0.0 38.0 0.0 5.0 2.0 38.6 0.25 6.6 0.17 122.0 377.0 32.4 1028.0 240.0 25.5 29.6 254.0 45.3 38.3 551.0 39.0 7.1 53.0 1.39 14.2 179.0 15.0 31.4 4.71 0.09 0.29 0.11 -8.7 -9.1 17041.0 21204.0 80.4 293765.0 101614.0 7993.0 9020.0 88.6 7025.0 8188.0 85.8 1559.0 2848.0 54.7 437.0 1295.0 358.0 101.0 1678.0 19286.0 1864.0 438.0 51.0 153.0 758.0 238.0 90.0 66.0 2.0 846.0 54.0 393.0 1017.0 26.76 737.0 97.0 74.0 42.0 99.0 2.61 67.0 2.0 12.0 9.0 1.0 596.0 365.0 270.0 258.0 68.0 384.0 122.0 262.0 275.0 727.0 12.0 25326.0 2438.0 8031.0 11022.0 6477.0 1025.0 25320.0 14664.0 752.0 496.0 212.0 16932.0 582.0 399.0 0.0 400.0 382.0 54.0 5.0 2.0 2.0 2092.0 613.0 582.0 51.3
10 vs Fulham 29.0 51.3 38.0 418.0 3420.0 51.0 30.0 7.0 8.0 57.0 5.0 1.34 0.79 2.13 1.16 1.95 63.8 57.9 1.68 1.52 38.0 38.0 3420.0 55.0 1.45 146.0 90.0 65.8 16.0 7.0 15.0 9.0 23.7 9.0 5.0 3.0 1.0 38.0 1.0 10.0 3.0 52.1 0.31 0.1 0.0 139.0 430.0 32.3 1051.0 174.0 30.5 30.8 228.0 47.8 40.0 604.0 39.0 6.5 29.0 0.76 13.4 188.0 20.0 37.8 4.95 0.09 0.23 0.12 -12.8 -13.9 15001.0 19010.0 78.9 262050.0 93178.0 6992.0 8025.0 87.1 6190.0 7186.0 86.1 1459.0 2750.0 53.1 361.0 1114.0 331.0 83.0 1406.0 17219.0 1703.0 438.0 76.0 137.0 608.0 204.0 94.0 66.0 1.0 720.0 88.0 368.0 878.0 23.11 639.0 65.0 64.0 50.0 87.0 2.29 55.0 3.0 15.0 8.0 0.0 617.0 362.0 280.0 258.0 79.0 447.0 116.0 331.0 340.0 754.0 8.0 23238.0 2494.0 7912.0 10257.0 5263.0 887.0 23230.0 13029.0 558.0 353.0 165.0 14833.0 543.0 324.0 1.0 419.0 392.0 88.0 8.0 9.0 3.0 2070.0 550.0 511.0 51.8
11 vs Leeds United 29.0 53.1 38.0 418.0 3420.0 77.0 50.0 5.0 6.0 66.0 3.0 2.03 1.32 3.34 1.89 3.21 67.2 62.5 1.77 1.65 38.0 38.0 3420.0 48.0 1.26 143.0 97.0 67.1 21.0 10.0 7.0 10.0 26.3 3.0 1.0 1.0 1.0 38.0 0.0 9.0 3.0 41.1 0.28 -3.9 -0.1 153.0 492.0 31.1 1007.0 204.0 36.0 33.4 265.0 48.7 40.0 520.0 35.0 6.7 43.0 1.13 14.2 180.0 19.0 34.5 4.74 0.14 0.4 0.12 9.8 9.5 15111.0 19538.0 77.3 269802.0 96986.0 6666.0 7739.0 86.1 6577.0 7786.0 84.5 1516.0 2885.0 52.5 381.0 1172.0 287.0 58.0 1469.0 17541.0 1911.0 492.0 69.0 131.0 612.0 182.0 87.0 61.0 6.0 866.0 86.0 450.0 921.0 24.24 640.0 88.0 60.0 49.0 140.0 3.68 98.0 4.0 8.0 7.0 2.0 749.0 427.0 379.0 292.0 78.0 509.0 140.0 369.0 391.0 740.0 11.0 24304.0 2447.0 8102.0 10849.0 5573.0 872.0 24298.0 13328.0 596.0 423.0 189.0 14978.0 630.0 428.0 1.0 422.0 453.0 86.0 5.0 3.0 3.0 2255.0 607.0 586.0 50.9
12 vs Leicester City 28.0 52.4 38.0 418.0 3420.0 63.0 46.0 4.0 5.0 64.0 2.0 1.66 1.21 2.87 1.55 2.76 63.4 59.9 1.67 1.58 38.0 38.0 3420.0 51.0 1.34 148.0 96.0 67.6 22.0 7.0 9.0 12.0 31.6 6.0 3.0 3.0 0.0 38.0 2.0 4.0 2.0 44.9 0.27 -4.1 -0.11 200.0 484.0 41.3 1063.0 187.0 33.6 32.2 212.0 59.9 46.4 380.0 31.0 8.2 59.0 1.55 16.4 173.0 21.0 30.5 4.55 0.1 0.34 0.11 -0.4 -0.9 16629.0 20664.0 80.5 291365.0 98077.0 7582.0 8521.0 89.0 6972.0 8068.0 86.4 1633.0 2896.0 56.4 418.0 1310.0 334.0 81.0 1575.0 18816.0 1770.0 461.0 75.0 157.0 712.0 236.0 129.0 58.0 5.0 756.0 78.0 402.0 986.0 25.95 713.0 84.0 71.0 50.0 106.0 2.79 81.0 4.0 5.0 7.0 3.0 558.0 336.0 263.0 217.0 78.0 475.0 112.0 363.0 339.0 600.0 15.0 24725.0 2155.0 7422.0 11141.0 6380.0 917.0 24720.0 13966.0 721.0 547.0 177.0 16475.0 517.0 392.0 2.0 410.0 395.0 78.0 3.0 6.0 2.0 2119.0 558.0 512.0 52.1
13 vs Liverpool 28.0 38.9 38.0 418.0 3420.0 45.0 32.0 2.0 4.0 59.0 1.0 1.18 0.84 2.03 1.13 1.97 50.9 48.1 1.34 1.26 38.0 38.0 3418.0 75.0 1.97 206.0 134.0 64.6 9.0 10.0 19.0 8.0 21.1 4.0 2.0 0.0 2.0 38.0 1.0 11.0 4.0 66.7 0.32 -4.3 -0.11 213.0 710.0 30.0 1011.0 199.0 48.9 38.6 312.0 69.2 49.8 651.0 40.0 6.1 48.0 1.26 14.7 154.0 9.0 42.1 4.05 0.12 0.28 0.13 -5.9 -5.1 11949.0 15970.0 74.8 211445.0 82709.0 5604.0 6558.0 85.5 4725.0 5743.0 82.3 1275.0 2707.0 47.1 283.0 908.0 232.0 58.0 1101.0 14167.0 1715.0 466.0 76.0 122.0 515.0 134.0 75.0 34.0 1.0 677.0 88.0 315.0 655.0 17.24 481.0 58.0 30.0 32.0 78.0 2.05 52.0 3.0 5.0 4.0 4.0 694.0 391.0 368.0 254.0 72.0 501.0 164.0 337.0 410.0 995.0 22.0 20607.0 3079.0 8404.0 8219.0 4189.0 677.0 20603.0 10557.0 505.0 332.0 166.0 11858.0 586.0 309.0 0.0 343.0 383.0 88.0 4.0 4.0 4.0 2083.0 455.0 482.0 48.6
14 vs Manchester City 24.0 34.7 38.0 418.0 3420.0 32.0 21.0 3.0 3.0 80.0 2.0 0.84 0.55 1.39 0.76 1.32 32.1 29.8 0.85 0.78 38.0 38.0 3420.0 94.0 2.47 213.0 122.0 60.1 5.0 5.0 28.0 3.0 7.9 10.0 9.0 0.0 1.0 38.0 2.0 10.0 2.0 74.8 0.31 -17.2 -0.45 223.0 652.0 34.2 1203.0 174.0 40.3 35.3 303.0 55.1 42.9 552.0 32.0 5.8 23.0 0.61 13.0 89.0 11.0 30.6 2.34 0.1 0.33 0.11 -0.1 -0.8 11294.0 14441.0 78.2 202141.0 74164.0 5050.0 5740.0 88.0 4772.0 5482.0 87.0 1161.0 2406.0 48.3 214.0 651.0 196.0 53.0 860.0 12946.0 1423.0 382.0 30.0 104.0 395.0 97.0 50.0 25.0 5.0 489.0 72.0 261.0 494.0 13.0 348.0 42.0 40.0 24.0 51.0 1.34 36.0 3.0 3.0 5.0 2.0 537.0 298.0 305.0 183.0 49.0 457.0 163.0 294.0 327.0 818.0 14.0 18167.0 3258.0 8426.0 6597.0 3319.0 561.0 18164.0 9792.0 434.0 310.0 125.0 11200.0 442.0 259.0 1.0 402.0 332.0 72.0 3.0 10.0 2.0 1647.0 364.0 438.0 45.4
15 vs Manchester Utd 26.0 46.0 38.0 418.0 3420.0 42.0 28.0 2.0 3.0 50.0 0.0 1.11 0.74 1.84 1.05 1.79 50.4 48.0 1.33 1.26 38.0 38.0 3420.0 58.0 1.53 210.0 153.0 73.8 9.0 6.0 23.0 7.0 18.4 3.0 3.0 0.0 0.0 38.0 0.0 3.0 2.0 63.8 0.3 7.8 0.21 215.0 556.0 38.7 1215.0 189.0 35.1 32.0 274.0 47.4 38.5 406.0 19.0 4.7 64.0 1.68 18.2 139.0 18.0 29.1 3.66 0.08 0.29 0.1 -8.4 -8.0 13767.0 17675.0 77.9 240301.0 90072.0 6443.0 7404.0 87.0 5597.0 6630.0 84.4 1365.0 2622.0 52.1 357.0 952.0 301.0 78.0 1355.0 15911.0 1721.0 476.0 45.0 105.0 670.0 207.0 105.0 59.0 4.0 651.0 43.0 395.0 824.0 21.68 568.0 85.0 69.0 44.0 68.0 1.79 50.0 4.0 6.0 7.0 1.0 631.0 361.0 312.0 226.0 93.0 554.0 165.0 389.0 415.0 616.0 14.0 21994.0 2733.0 7668.0 9000.0 5563.0 975.0 21991.0 11694.0 697.0 492.0 206.0 13634.0 572.0 357.0 0.0 310.0 413.0 43.0 2.0 3.0 2.0 2119.0 434.0 465.0 48.3
16 vs Newcastle Utd 27.0 47.6 38.0 418.0 3420.0 31.0 23.0 2.0 5.0 80.0 2.0 0.82 0.61 1.42 0.76 1.37 39.6 35.7 1.04 0.94 38.0 38.0 3420.0 68.0 1.79 190.0 126.0 67.4 5.0 14.0 19.0 11.0 28.9 6.0 6.0 0.0 0.0 38.0 1.0 6.0 4.0 66.5 0.32 2.5 0.07 222.0 736.0 30.2 1082.0 195.0 48.1 38.2 298.0 72.5 50.6 580.0 55.0 9.5 51.0 1.34 14.2 123.0 13.0 32.2 3.24 0.08 0.24 0.1 -8.6 -6.7 12444.0 16389.0 75.9 219793.0 81214.0 5805.0 6626.0 87.6 5082.0 6095.0 83.4 1271.0 2745.0 46.3 301.0 961.0 230.0 56.0 1201.0 14572.0 1761.0 460.0 49.0 116.0 564.0 162.0 76.0 52.0 2.0 717.0 56.0 381.0 678.0 17.84 492.0 51.0 43.0 31.0 53.0 1.39 38.0 4.0 6.0 1.0 0.0 685.0 421.0 356.0 260.0 69.0 488.0 167.0 321.0 341.0 854.0 12.0 20772.0 2819.0 7684.0 8651.0 4660.0 722.0 20766.0 10893.0 600.0 367.0 167.0 12338.0 525.0 300.0 0.0 419.0 391.0 56.0 4.0 6.0 4.0 1956.0 427.0 553.0 43.6
17 vs Nott'ham Forest 33.0 62.8 38.0 418.0 3420.0 68.0 45.0 6.0 9.0 65.0 0.0 1.79 1.18 2.97 1.63 2.82 64.2 57.5 1.69 1.51 38.0 38.0 3420.0 38.0 1.0 117.0 78.0 70.1 18.0 11.0 9.0 12.0 31.6 6.0 3.0 3.0 0.0 38.0 0.0 4.0 2.0 32.9 0.23 -3.1 -0.08 97.0 280.0 34.6 915.0 192.0 23.2 28.2 221.0 30.8 31.0 416.0 27.0 6.5 49.0 1.29 15.4 174.0 21.0 31.8 4.58 0.11 0.36 0.11 3.8 4.5 18444.0 22551.0 81.8 315466.0 104797.0 8568.0 9564.0 89.6 7833.0 8956.0 87.5 1577.0 2845.0 55.4 438.0 1523.0 392.0 80.0 1904.0 20654.0 1839.0 477.0 79.0 123.0 817.0 239.0 99.0 93.0 6.0 816.0 58.0 413.0 1000.0 26.32 703.0 97.0 72.0 61.0 120.0 3.16 85.0 8.0 11.0 8.0 2.0 510.0 301.0 197.0 210.0 103.0 355.0 88.0 267.0 286.0 646.0 16.0 26490.0 2033.0 7131.0 12307.0 7232.0 1106.0 26481.0 15879.0 813.0 585.0 216.0 18267.0 557.0 363.0 0.0 414.0 425.0 58.0 5.0 6.0 2.0 2022.0 600.0 560.0 51.7
18 vs Southampton 36.0 55.6 38.0 418.0 3420.0 68.0 55.0 2.0 3.0 63.0 2.0 1.79 1.45 3.24 1.74 3.18 61.0 58.7 1.61 1.54 38.0 38.0 3420.0 36.0 0.95 134.0 98.0 74.6 25.0 7.0 6.0 15.0 39.5 4.0 2.0 2.0 0.0 38.0 3.0 5.0 0.0 36.1 0.25 0.1 0.0 161.0 428.0 37.6 1043.0 186.0 30.1 31.2 235.0 48.5 40.7 475.0 31.0 6.5 50.0 1.32 15.9 147.0 11.0 28.1 3.87 0.13 0.45 0.12 7.0 7.3 16376.0 20617.0 79.4 288473.0 104529.0 7450.0 8538.0 87.3 6901.0 8048.0 85.7 1618.0 2893.0 55.9 388.0 1334.0 389.0 88.0 1735.0 18768.0 1796.0 471.0 78.0 164.0 686.0 208.0 82.0 71.0 4.0 802.0 53.0 417.0 920.0 24.21 702.0 65.0 59.0 34.0 121.0 3.18 94.0 7.0 7.0 6.0 1.0 718.0 418.0 311.0 306.0 101.0 445.0 114.0 331.0 318.0 718.0 9.0 24922.0 2333.0 7919.0 11070.0 6171.0 1055.0 24919.0 14203.0 652.0 446.0 221.0 16240.0 590.0 417.0 1.0 399.0 413.0 53.0 3.0 4.0 0.0 2170.0 611.0 551.0 52.6
19 vs Tottenham 29.0 50.1 38.0 418.0 3420.0 62.0 45.0 3.0 4.0 79.0 2.0 1.63 1.18 2.82 1.55 2.74 49.7 46.6 1.31 1.23 38.0 38.0 3420.0 70.0 1.84 192.0 123.0 66.1 14.0 6.0 18.0 4.0 10.5 6.0 5.0 1.0 0.0 38.0 0.0 13.0 2.0 56.5 0.27 -11.5 -0.3 184.0 611.0 30.1 1024.0 169.0 44.4 36.5 221.0 70.6 49.8 530.0 30.0 5.7 60.0 1.58 15.7 168.0 18.0 32.6 4.42 0.11 0.35 0.09 12.3 12.4 16079.0 19765.0 81.4 276347.0 90930.0 7658.0 8556.0 89.5 6515.0 7425.0 87.7 1511.0 2800.0 54.0 400.0 1359.0 300.0 77.0 1516.0 18051.0 1667.0 467.0 58.0 123.0 665.0 196.0 87.0 56.0 14.0 648.0 47.0 327.0 905.0 23.82 681.0 71.0 51.0 37.0 111.0 2.92 82.0 4.0 10.0 4.0 2.0 644.0 393.0 290.0 244.0 110.0 502.0 150.0 352.0 322.0 717.0 11.0 24011.0 2364.0 6699.0 10897.0 6627.0 935.0 24007.0 13878.0 685.0 524.0 212.0 15945.0 541.0 344.0 1.0 381.0 412.0 47.0 3.0 6.0 2.0 2050.0 474.0 549.0 46.3
20 vs West Ham 25.0 58.2 38.0 418.0 3420.0 54.0 42.0 4.0 6.0 54.0 0.0 1.42 1.11 2.53 1.32 2.42 53.0 48.4 1.4 1.27 38.0 38.0 3420.0 42.0 1.11 141.0 98.0 74.5 20.0 7.0 11.0 13.0 34.2 8.0 6.0 2.0 0.0 38.0 0.0 10.0 1.0 40.1 0.24 -0.9 -0.02 140.0 432.0 32.4 1093.0 176.0 29.3 30.8 252.0 44.4 37.9 595.0 35.0 5.9 54.0 1.42 14.7 165.0 10.0 33.5 4.34 0.1 0.3 0.1 1.0 1.6 18872.0 22778.0 82.9 315939.0 105899.0 9151.0 10095.0 90.6 7698.0 8792.0 87.6 1503.0 2780.0 54.1 369.0 1408.0 336.0 67.0 1721.0 21093.0 1640.0 406.0 75.0 126.0 730.0 195.0 84.0 79.0 2.0 691.0 45.0 320.0 890.0 23.42 674.0 70.0 51.0 32.0 100.0 2.63 72.0 8.0 5.0 6.0 4.0 621.0 372.0 285.0 248.0 88.0 453.0 142.0 311.0 292.0 816.0 12.0 27044.0 2677.0 8406.0 12186.0 6688.0 975.0 27038.0 16218.0 805.0 612.0 222.0 18736.0 568.0 338.0 0.0 328.0 341.0 45.0 5.0 8.0 1.0 2070.0 587.0 620.0 48.6
21 vs Wolves 32.0 49.8 38.0 418.0 3420.0 57.0 44.0 2.0 4.0 75.0 0.0 1.5 1.16 2.66 1.45 2.61 59.9 56.7 1.58 1.49 38.0 38.0 3420.0 31.0 0.82 121.0 94.0 76.9 19.0 8.0 11.0 15.0 39.5 3.0 3.0 0.0 0.0 38.0 0.0 4.0 3.0 28.6 0.21 0.6 0.02 158.0 450.0 35.1 980.0 166.0 34.5 32.9 229.0 48.9 39.3 509.0 30.0 5.9 72.0 1.89 18.6 170.0 27.0 30.9 4.47 0.1 0.32 0.11 -2.9 -1.7 14585.0 18284.0 79.8 254508.0 93552.0 6776.0 7682.0 88.2 6056.0 7032.0 86.1 1388.0 2572.0 54.0 399.0 1205.0 346.0 82.0 1596.0 16482.0 1765.0 493.0 61.0 140.0 735.0 203.0 104.0 64.0 4.0 755.0 37.0 364.0 959.0 25.24 688.0 78.0 63.0 58.0 98.0 2.58 71.0 4.0 6.0 5.0 6.0 629.0 360.0 281.0 225.0 123.0 424.0 114.0 310.0 317.0 712.0 12.0 22413.0 2222.0 6907.0 9715.0 6004.0 1041.0 22409.0 12748.0 702.0 495.0 218.0 14439.0 570.0 375.0 0.0 413.0 446.0 37.0 4.0 3.0 3.0 2000.0 542.0 465.0 53.8