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Code updated for Serie A 2023/2024

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- Reorganization of data folders
- Code adapted for the new Serie A season, also considering only a small number of league games has been played
- Stats from other leagues are considered for players at their first Serie A season (rookies), for now without any adaptation based on league difficulty
- Minor fixes
This commit is contained in:
Giuseppe Musicco
2023-09-09 19:31:52 +02:00
parent 2ea1b65972
commit 1492328958
225 changed files with 63317 additions and 31860 deletions
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rookies_stats/fbref_data/Premier-League_2018-2019_team.csv
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team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,carries,progressive_carries,carries_into_final_third,carries_into_penalty_area,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
Arsenal,28.0,58.1,38.0,418.0,3420.0,69.0,52.0,4.0,5.0,73.0,2.0,1.82,1.37,3.18,1.71,3.08,60.1,56.0,1.58,1.47,38.0,38.0,3420.0,51.0,1.34,182.0,132.0,75.8,21.0,7.0,10.0,8.0,21.1,7.0,7.0,0.0,0.0,38.0,1.0,3.0,1.0,53.5,0.26,3.5,0.09,159.0,478.0,33.3,1093.0,227.0,29.2,31.5,280.0,56.8,45.5,489.0,16.0,3.3,48.0,1.26,14.9,159.0,11.0,34.4,4.18,0.14,0.41,0.12,8.9,9.0,18425.0,22549.0,81.7,313400.0,105044.0,8573.0,9619.0,89.1,7384.0,8450.0,87.4,1716.0,2882.0,59.5,363.0,1220.0,417.0,63.0,1874.0,20518.0,1942.0,543.0,65.0,152.0,605.0,209.0,59.0,65.0,2.0,823.0,89.0,453.0,831.0,21.87,655.0,58.0,34.0,22.0,116.0,3.05,91.0,6.0,6.0,7.0,1.0,609.0,366.0,294.0,236.0,79.0,424.0,118.0,306.0,412.0,798.0,28.0,26670.0,2457.0,7996.0,12381.0,6492.0,984.0,26665.0,14889.0,868.0,591.0,203.0,18303.0,564.0,409.0,1.0,412.0,455.0,89.0,4.0,7.0,1.0,2000.0,555.0,637.0,46.6
Bournemouth,28.0,46.9,38.0,418.0,3420.0,55.0,43.0,7.0,9.0,60.0,1.0,1.45,1.13,2.58,1.26,2.39,53.3,46.2,1.4,1.22,38.0,38.0,3420.0,70.0,1.84,173.0,106.0,62.4,13.0,6.0,19.0,10.0,26.3,5.0,5.0,0.0,0.0,38.0,2.0,6.0,3.0,55.2,0.3,-11.8,-0.31,191.0,512.0,37.3,744.0,203.0,40.9,35.8,318.0,65.4,48.7,596.0,28.0,4.7,30.0,0.79,12.9,153.0,16.0,35.0,4.03,0.11,0.31,0.11,1.7,1.8,13505.0,17650.0,76.5,231203.0,91075.0,6643.0,7752.0,85.7,5284.0,6436.0,82.1,1261.0,2489.0,50.7,330.0,979.0,330.0,76.0,1435.0,15632.0,1961.0,512.0,57.0,84.0,613.0,191.0,74.0,58.0,2.0,832.0,57.0,435.0,788.0,20.74,558.0,83.0,39.0,47.0,99.0,2.61,64.0,9.0,6.0,9.0,3.0,525.0,299.0,285.0,185.0,55.0,405.0,152.0,253.0,371.0,1098.0,21.0,22079.0,2437.0,7561.0,9507.0,5257.0,847.0,22071.0,13210.0,738.0,532.0,172.0,13405.0,565.0,356.0,0.0,340.0,441.0,57.0,8.0,5.0,3.0,1910.0,701.0,736.0,48.8
Brighton,21.0,42.4,38.0,418.0,3420.0,35.0,24.0,5.0,6.0,61.0,4.0,0.92,0.63,1.55,0.79,1.42,35.3,30.7,0.93,0.81,38.0,38.0,3420.0,60.0,1.58,170.0,110.0,70.6,9.0,9.0,20.0,7.0,18.4,10.0,10.0,0.0,0.0,38.0,1.0,5.0,0.0,55.9,0.28,-4.1,-0.11,328.0,822.0,39.9,776.0,109.0,62.8,43.2,358.0,93.6,59.4,561.0,20.0,3.6,13.0,0.34,11.9,99.0,12.0,27.2,2.61,0.08,0.3,0.09,-0.3,-0.7,11491.0,15824.0,72.6,217603.0,86066.0,5120.0,6084.0,84.2,4413.0,5549.0,79.5,1639.0,3202.0,51.2,281.0,887.0,223.0,81.0,1150.0,13912.0,1822.0,330.0,15.0,188.0,636.0,156.0,90.0,44.0,4.0,880.0,90.0,342.0,647.0,17.03,427.0,87.0,35.0,45.0,55.0,1.45,29.0,9.0,7.0,8.0,1.0,679.0,391.0,363.0,238.0,78.0,415.0,170.0,245.0,463.0,1001.0,17.0,20254.0,2464.0,7030.0,9055.0,4366.0,581.0,20249.0,10122.0,475.0,374.0,98.0,11393.0,590.0,336.0,1.0,463.0,301.0,90.0,5.0,10.0,0.0,1979.0,824.0,780.0,51.4
Burnley,23.0,41.2,38.0,418.0,3420.0,43.0,32.0,2.0,2.0,75.0,1.0,1.13,0.84,1.97,1.08,1.92,44.4,42.8,1.17,1.13,38.0,38.0,3420.0,68.0,1.79,199.0,134.0,66.8,11.0,7.0,20.0,8.0,21.1,3.0,2.0,1.0,0.0,38.0,2.0,8.0,4.0,58.0,0.28,-6.0,-0.16,381.0,957.0,39.8,848.0,95.0,74.6,48.7,353.0,91.8,63.0,643.0,14.0,2.2,43.0,1.13,15.1,112.0,14.0,31.3,2.95,0.11,0.37,0.12,-1.4,-1.8,10134.0,14793.0,68.5,194079.0,85014.0,4537.0,5520.0,82.2,3643.0,4790.0,76.1,1595.0,3463.0,46.1,254.0,879.0,239.0,82.0,1032.0,12804.0,1883.0,395.0,35.0,108.0,692.0,139.0,98.0,22.0,9.0,891.0,106.0,327.0,624.0,16.42,417.0,81.0,55.0,52.0,69.0,1.82,45.0,8.0,13.0,3.0,0.0,584.0,311.0,280.0,246.0,58.0,516.0,222.0,294.0,367.0,1156.0,19.0,19189.0,2542.0,6104.0,8875.0,4395.0,634.0,19186.0,7936.0,421.0,336.0,72.0,10031.0,525.0,314.0,0.0,360.0,356.0,106.0,1.0,3.0,4.0,1955.0,1016.0,1025.0,49.8
Cardiff City,25.0,35.4,38.0,418.0,3420.0,33.0,20.0,3.0,4.0,66.0,1.0,0.87,0.53,1.39,0.79,1.32,42.4,39.2,1.11,1.03,38.0,38.0,3420.0,69.0,1.82,207.0,135.0,68.6,10.0,4.0,24.0,10.0,26.3,7.0,4.0,3.0,0.0,38.0,1.0,12.0,0.0,68.2,0.3,-0.8,-0.02,337.0,1076.0,31.3,876.0,51.0,86.6,50.9,319.0,99.4,65.6,536.0,15.0,2.8,46.0,1.21,15.4,113.0,13.0,27.4,2.97,0.07,0.27,0.1,-9.4,-9.2,7170.0,11715.0,61.2,138500.0,66941.0,3143.0,4097.0,76.7,2540.0,3622.0,70.1,1160.0,2987.0,38.8,294.0,768.0,175.0,57.0,918.0,9823.0,1815.0,423.0,39.0,60.0,562.0,168.0,102.0,35.0,19.0,799.0,77.0,313.0,693.0,18.24,457.0,96.0,57.0,47.0,50.0,1.32,32.0,4.0,9.0,2.0,0.0,655.0,375.0,357.0,234.0,64.0,490.0,147.0,343.0,529.0,1034.0,18.0,16261.0,2228.0,5452.0,6544.0,4470.0,713.0,16257.0,6221.0,434.0,310.0,135.0,7078.0,519.0,332.0,0.0,374.0,390.0,77.0,2.0,7.0,0.0,1975.0,966.0,966.0,50.0
Chelsea,24.0,62.9,38.0,418.0,3420.0,61.0,52.0,5.0,5.0,49.0,0.0,1.61,1.37,2.97,1.47,2.84,58.6,54.6,1.54,1.44,38.0,38.0,3420.0,39.0,1.03,124.0,84.0,69.4,21.0,9.0,8.0,16.0,42.1,2.0,1.0,1.0,0.0,38.0,0.0,6.0,0.0,36.8,0.28,-2.2,-0.06,123.0,250.0,49.2,950.0,165.0,15.9,26.1,272.0,36.4,37.1,395.0,16.0,4.1,35.0,0.92,17.6,192.0,30.0,31.9,5.05,0.09,0.29,0.09,2.4,1.4,22960.0,26774.0,85.8,357355.0,116569.0,12272.0,13378.0,91.7,7956.0,8992.0,88.5,1700.0,2561.0,66.4,482.0,1640.0,415.0,65.0,2155.0,24894.0,1797.0,471.0,146.0,216.0,692.0,215.0,74.0,86.0,19.0,762.0,83.0,434.0,1131.0,29.76,892.0,58.0,45.0,54.0,114.0,3.0,82.0,5.0,7.0,6.0,1.0,618.0,365.0,280.0,245.0,93.0,357.0,73.0,284.0,353.0,645.0,16.0,30774.0,2105.0,7613.0,14434.0,8968.0,1029.0,30769.0,18388.0,1058.0,897.0,251.0,22820.0,512.0,458.0,0.0,339.0,424.0,83.0,5.0,2.0,0.0,2171.0,523.0,504.0,50.9
Crystal Palace,26.0,45.2,38.0,418.0,3420.0,48.0,33.0,10.0,11.0,58.0,2.0,1.26,0.87,2.13,1.0,1.87,47.6,39.2,1.25,1.03,38.0,38.0,3420.0,53.0,1.39,163.0,110.0,69.9,14.0,7.0,17.0,12.0,31.6,5.0,4.0,1.0,0.0,38.0,1.0,7.0,1.0,46.7,0.26,-5.3,-0.14,245.0,769.0,31.9,793.0,159.0,58.6,42.8,347.0,87.6,60.4,635.0,27.0,4.3,25.0,0.66,12.7,135.0,16.0,28.0,3.55,0.08,0.28,0.08,0.4,-1.2,12697.0,16870.0,75.3,222304.0,89991.0,6129.0,7072.0,86.7,4802.0,5866.0,81.9,1371.0,2862.0,47.9,358.0,1003.0,275.0,63.0,1458.0,14898.0,1894.0,435.0,26.0,101.0,577.0,205.0,89.0,30.0,62.0,816.0,78.0,367.0,860.0,22.63,606.0,72.0,63.0,50.0,86.0,2.26,51.0,6.0,8.0,13.0,1.0,733.0,446.0,398.0,270.0,65.0,441.0,141.0,300.0,445.0,1011.0,17.0,21679.0,2323.0,7079.0,9743.0,5112.0,889.0,21668.0,10553.0,771.0,496.0,227.0,12599.0,576.0,473.0,1.0,386.0,391.0,78.0,10.0,5.0,1.0,1996.0,680.0,706.0,49.1
Everton,23.0,51.5,38.0,418.0,3420.0,53.0,34.0,2.0,5.0,56.0,4.0,1.39,0.89,2.29,1.34,2.24,49.7,45.7,1.31,1.2,38.0,38.0,3420.0,46.0,1.21,136.0,89.0,67.6,15.0,9.0,14.0,14.0,36.8,5.0,2.0,3.0,0.0,38.0,2.0,9.0,2.0,45.3,0.3,1.3,0.03,253.0,724.0,34.9,979.0,152.0,54.0,42.3,291.0,67.0,53.7,431.0,14.0,3.2,40.0,1.05,17.3,163.0,20.0,33.1,4.29,0.1,0.31,0.1,3.3,5.3,13878.0,18477.0,75.1,242908.0,92894.0,6427.0,7566.0,84.9,5206.0,6428.0,81.0,1589.0,3045.0,52.2,353.0,1102.0,298.0,94.0,1581.0,16376.0,2032.0,495.0,44.0,140.0,814.0,215.0,79.0,114.0,4.0,947.0,69.0,416.0,845.0,22.24,573.0,88.0,61.0,56.0,93.0,2.45,65.0,5.0,12.0,3.0,0.0,699.0,441.0,326.0,290.0,83.0,414.0,85.0,329.0,453.0,877.0,21.0,23015.0,2175.0,6887.0,10485.0,5873.0,856.0,23011.0,12685.0,697.0,522.0,166.0,13764.0,693.0,469.0,1.0,432.0,418.0,69.0,4.0,5.0,2.0,2157.0,872.0,877.0,49.9
Fulham,28.0,48.8,38.0,418.0,3420.0,33.0,24.0,2.0,3.0,70.0,2.0,0.87,0.63,1.5,0.82,1.45,41.3,39.0,1.09,1.03,38.0,38.0,3420.0,81.0,2.13,226.0,146.0,66.4,7.0,5.0,26.0,5.0,13.2,7.0,5.0,1.0,1.0,38.0,1.0,10.0,2.0,72.4,0.3,-6.6,-0.17,332.0,777.0,42.7,834.0,137.0,57.7,40.5,356.0,83.1,54.8,629.0,9.0,1.4,42.0,1.11,14.5,140.0,10.0,31.0,3.68,0.07,0.22,0.09,-8.3,-8.0,15096.0,19303.0,78.2,265652.0,102124.0,7060.0,7958.0,88.7,6054.0,7206.0,84.0,1538.0,3015.0,51.0,350.0,1106.0,233.0,69.0,1487.0,17396.0,1817.0,412.0,33.0,145.0,611.0,161.0,57.0,62.0,7.0,769.0,90.0,339.0,814.0,21.42,601.0,73.0,56.0,28.0,59.0,1.55,42.0,3.0,5.0,3.0,0.0,596.0,362.0,310.0,231.0,55.0,425.0,144.0,281.0,434.0,1030.0,28.0,23757.0,2587.0,7287.0,11921.0,4743.0,592.0,23754.0,10604.0,628.0,461.0,117.0,14992.0,594.0,486.0,2.0,423.0,342.0,90.0,2.0,7.0,2.0,2072.0,742.0,718.0,50.8
Huddersfield,31.0,47.2,38.0,418.0,3420.0,21.0,13.0,1.0,1.0,56.0,4.0,0.55,0.34,0.89,0.53,0.87,28.8,28.0,0.76,0.74,38.0,38.0,3420.0,76.0,2.0,186.0,110.0,62.9,3.0,7.0,28.0,5.0,13.2,8.0,7.0,1.0,0.0,38.0,3.0,7.0,1.0,61.1,0.29,-13.9,-0.37,339.0,815.0,41.6,1062.0,109.0,55.9,42.0,281.0,78.6,56.0,426.0,30.0,7.0,34.0,0.89,13.3,116.0,15.0,29.0,3.05,0.05,0.17,0.07,-7.8,-8.0,13045.0,17777.0,73.4,237346.0,93900.0,6045.0,7200.0,84.0,4765.0,6029.0,79.0,1792.0,3398.0,52.7,283.0,1023.0,208.0,93.0,1248.0,15783.0,1931.0,444.0,22.0,130.0,768.0,162.0,80.0,55.0,11.0,930.0,63.0,418.0,683.0,17.97,487.0,74.0,43.0,37.0,33.0,0.87,23.0,4.0,3.0,3.0,0.0,708.0,425.0,323.0,315.0,70.0,496.0,130.0,366.0,531.0,682.0,15.0,21977.0,2079.0,6878.0,10026.0,5306.0,600.0,21976.0,10888.0,601.0,496.0,108.0,12938.0,567.0,399.0,1.0,420.0,370.0,63.0,1.0,9.0,1.0,2063.0,844.0,807.0,51.1
Leicester City,25.0,50.9,38.0,418.0,3420.0,48.0,34.0,5.0,7.0,60.0,5.0,1.26,0.89,2.16,1.13,2.03,52.4,47.3,1.38,1.24,38.0,38.0,3420.0,48.0,1.26,138.0,90.0,68.8,15.0,7.0,16.0,10.0,26.3,5.0,5.0,0.0,0.0,38.0,0.0,4.0,0.0,40.0,0.26,-8.0,-0.21,282.0,639.0,44.1,935.0,127.0,44.3,37.7,310.0,72.6,52.3,534.0,12.0,2.2,25.0,0.66,12.5,173.0,19.0,34.1,4.55,0.08,0.25,0.1,-4.4,-4.3,14640.0,19068.0,76.8,259605.0,95052.0,6805.0,7883.0,86.3,5513.0,6788.0,81.2,1752.0,3120.0,56.2,381.0,1181.0,264.0,66.0,1537.0,17065.0,1931.0,453.0,88.0,186.0,779.0,210.0,82.0,86.0,14.0,872.0,72.0,395.0,898.0,23.63,625.0,87.0,56.0,50.0,85.0,2.24,59.0,3.0,7.0,9.0,0.0,675.0,393.0,344.0,277.0,54.0,429.0,96.0,333.0,438.0,1034.0,24.0,23657.0,2242.0,7084.0,10997.0,5824.0,804.0,23650.0,13747.0,752.0,572.0,197.0,14553.0,582.0,357.0,3.0,351.0,378.0,72.0,6.0,5.0,0.0,2087.0,811.0,679.0,54.4
Liverpool,23.0,61.8,38.0,418.0,3420.0,86.0,55.0,7.0,7.0,39.0,2.0,2.26,1.45,3.71,2.08,3.53,73.7,68.4,1.94,1.8,38.0,38.0,3420.0,22.0,0.58,96.0,74.0,77.1,30.0,7.0,1.0,21.0,55.3,1.0,0.0,0.0,1.0,38.0,0.0,5.0,0.0,27.2,0.29,5.2,0.14,129.0,311.0,41.5,1072.0,212.0,20.1,28.8,216.0,44.0,41.3,385.0,16.0,4.2,59.0,1.55,16.6,211.0,20.0,37.1,5.55,0.14,0.37,0.12,12.3,10.6,21146.0,25571.0,82.7,364398.0,118593.0,9634.0,10759.0,89.5,8817.0,10042.0,87.8,1982.0,3284.0,60.4,422.0,1520.0,495.0,75.0,2008.0,23583.0,1911.0,463.0,98.0,185.0,721.0,249.0,82.0,102.0,5.0,923.0,77.0,394.0,1013.0,26.66,747.0,74.0,56.0,45.0,149.0,3.92,104.0,10.0,10.0,10.0,1.0,613.0,377.0,257.0,280.0,76.0,361.0,78.0,283.0,314.0,670.0,16.0,29528.0,1938.0,6900.0,15347.0,7500.0,1124.0,29521.0,19312.0,857.0,765.0,221.0,21029.0,603.0,424.0,2.0,315.0,347.0,77.0,7.0,1.0,0.0,2111.0,593.0,587.0,50.3
Manchester City,21.0,67.9,38.0,418.0,3420.0,91.0,71.0,3.0,4.0,44.0,1.0,2.39,1.87,4.26,2.32,4.18,84.3,81.3,2.22,2.14,38.0,38.0,3420.0,23.0,0.61,81.0,58.0,76.5,32.0,2.0,4.0,20.0,52.6,4.0,4.0,0.0,0.0,38.0,1.0,5.0,0.0,23.3,0.25,0.3,0.01,98.0,239.0,41.0,919.0,188.0,17.1,26.8,189.0,43.4,42.9,282.0,19.0,6.7,41.0,1.08,16.9,252.0,21.0,37.1,6.63,0.13,0.35,0.12,6.7,6.7,24678.0,28389.0,86.9,395041.0,113549.0,12249.0,13188.0,92.9,9318.0,10379.0,89.8,1907.0,2834.0,67.3,516.0,1948.0,554.0,62.0,2429.0,26660.0,1631.0,344.0,112.0,226.0,783.0,298.0,85.0,121.0,1.0,739.0,98.0,384.0,1216.0,32.0,927.0,71.0,71.0,44.0,168.0,4.42,139.0,6.0,5.0,8.0,1.0,518.0,327.0,214.0,215.0,89.0,319.0,63.0,256.0,362.0,570.0,15.0,32238.0,1825.0,6098.0,16583.0,9800.0,1458.0,32234.0,22457.0,1325.0,1017.0,366.0,24519.0,509.0,393.0,0.0,328.0,301.0,98.0,4.0,4.0,0.0,2000.0,540.0,522.0,50.8
Manchester Utd,28.0,54.7,38.0,418.0,3420.0,65.0,40.0,9.0,12.0,75.0,4.0,1.71,1.05,2.76,1.47,2.53,61.4,52.0,1.62,1.37,38.0,38.0,3420.0,54.0,1.42,171.0,120.0,71.9,19.0,9.0,10.0,7.0,18.4,6.0,6.0,0.0,0.0,38.0,2.0,7.0,3.0,49.9,0.26,-1.1,-0.03,265.0,620.0,42.7,769.0,153.0,46.6,38.2,332.0,78.9,54.6,524.0,9.0,1.7,25.0,0.66,13.4,210.0,27.0,40.9,5.53,0.11,0.27,0.1,3.6,4.0,16834.0,20942.0,80.4,284489.0,101728.0,7987.0,8945.0,89.3,6247.0,7334.0,85.2,1704.0,2961.0,57.5,381.0,1219.0,339.0,58.0,1668.0,18934.0,1918.0,435.0,63.0,207.0,638.0,200.0,78.0,70.0,20.0,859.0,90.0,373.0,957.0,25.18,730.0,61.0,53.0,52.0,118.0,3.11,81.0,4.0,10.0,10.0,1.0,581.0,347.0,280.0,239.0,62.0,445.0,128.0,317.0,355.0,847.0,26.0,25095.0,2262.0,6748.0,12550.0,5992.0,893.0,25083.0,13180.0,801.0,594.0,215.0,16742.0,528.0,424.0,2.0,433.0,397.0,90.0,11.0,6.0,3.0,1969.0,687.0,550.0,55.5
Newcastle Utd,24.0,40.4,38.0,418.0,3420.0,41.0,33.0,1.0,3.0,57.0,2.0,1.08,0.87,1.95,1.05,1.92,39.1,36.7,1.03,0.97,38.0,38.0,3420.0,48.0,1.26,140.0,93.0,70.0,12.0,9.0,17.0,11.0,28.9,6.0,6.0,0.0,0.0,38.0,2.0,9.0,1.0,42.3,0.27,-4.7,-0.12,250.0,708.0,35.3,850.0,140.0,51.1,38.9,323.0,84.8,57.9,651.0,43.0,6.6,33.0,0.87,12.0,136.0,16.0,30.7,3.58,0.09,0.29,0.09,1.9,3.3,10774.0,15231.0,70.7,197304.0,79475.0,4812.0,5773.0,83.4,3758.0,4863.0,77.3,1584.0,3269.0,48.5,324.0,792.0,255.0,99.0,985.0,13359.0,1813.0,389.0,50.0,217.0,711.0,181.0,73.0,71.0,11.0,835.0,59.0,353.0,784.0,20.63,571.0,77.0,43.0,42.0,68.0,1.79,46.0,5.0,10.0,2.0,1.0,711.0,433.0,356.0,291.0,64.0,472.0,135.0,337.0,506.0,1204.0,16.0,20048.0,2360.0,7025.0,8767.0,4458.0,641.0,20045.0,8749.0,467.0,410.0,95.0,10705.0,590.0,400.0,0.0,423.0,332.0,59.0,2.0,6.0,1.0,2034.0,785.0,914.0,46.2
Southampton,30.0,43.4,38.0,418.0,3420.0,44.0,27.0,4.0,5.0,73.0,3.0,1.16,0.71,1.87,1.05,1.76,46.9,43.4,1.23,1.14,38.0,38.0,3420.0,65.0,1.71,175.0,112.0,64.0,9.0,12.0,17.0,7.0,18.4,3.0,2.0,1.0,0.0,38.0,0.0,6.0,3.0,54.0,0.3,-8.0,-0.21,213.0,714.0,29.8,709.0,103.0,65.6,44.5,287.0,86.8,58.8,546.0,20.0,3.7,29.0,0.76,12.4,155.0,20.0,32.4,4.08,0.08,0.26,0.1,-2.9,-3.4,11463.0,15930.0,72.0,201495.0,79147.0,5615.0,6610.0,84.9,4317.0,5535.0,78.0,1241.0,2873.0,43.2,337.0,1086.0,260.0,68.0,1333.0,14072.0,1797.0,409.0,35.0,139.0,666.0,193.0,97.0,63.0,22.0,805.0,61.0,349.0,819.0,21.55,565.0,73.0,62.0,47.0,77.0,2.03,54.0,3.0,6.0,7.0,4.0,698.0,428.0,335.0,283.0,80.0,533.0,153.0,380.0,549.0,1128.0,18.0,20812.0,2150.0,5984.0,9949.0,5087.0,709.0,20807.0,9653.0,603.0,444.0,155.0,11354.0,539.0,380.0,2.0,420.0,341.0,61.0,4.0,3.0,3.0,2053.0,767.0,873.0,46.8
Tottenham,28.0,59.0,38.0,418.0,3420.0,66.0,47.0,4.0,4.0,57.0,3.0,1.74,1.24,2.97,1.63,2.87,54.9,51.8,1.44,1.36,38.0,38.0,3420.0,39.0,1.03,156.0,118.0,76.9,23.0,2.0,13.0,13.0,34.2,5.0,3.0,2.0,0.0,38.0,1.0,7.0,3.0,47.7,0.28,11.7,0.31,183.0,464.0,39.4,1089.0,191.0,28.8,31.6,288.0,52.1,43.1,514.0,16.0,3.1,40.0,1.05,14.8,182.0,23.0,34.1,4.79,0.12,0.34,0.1,11.1,10.2,18808.0,23056.0,81.6,324971.0,107296.0,8731.0,9745.0,89.6,7694.0,8904.0,86.4,1810.0,3083.0,58.7,392.0,1283.0,364.0,90.0,1744.0,21115.0,1867.0,457.0,87.0,136.0,643.0,194.0,54.0,81.0,5.0,851.0,74.0,445.0,937.0,24.66,676.0,81.0,55.0,46.0,115.0,3.03,81.0,9.0,11.0,7.0,1.0,627.0,373.0,310.0,237.0,80.0,415.0,112.0,303.0,325.0,823.0,20.0,27311.0,2487.0,7711.0,13441.0,6402.0,884.0,27307.0,17170.0,840.0,684.0,205.0,18666.0,603.0,349.0,1.0,376.0,364.0,74.0,3.0,5.0,3.0,2107.0,599.0,611.0,49.5
Watford,25.0,46.7,38.0,418.0,3420.0,51.0,39.0,1.0,1.0,79.0,4.0,1.34,1.03,2.37,1.32,2.34,48.2,47.5,1.27,1.25,38.0,38.0,3420.0,59.0,1.55,180.0,123.0,69.4,14.0,8.0,16.0,7.0,18.4,5.0,4.0,1.0,0.0,38.0,2.0,6.0,3.0,55.5,0.3,-0.5,-0.01,340.0,941.0,36.1,942.0,98.0,69.9,45.9,308.0,91.9,63.2,575.0,31.0,5.4,72.0,1.89,16.9,148.0,22.0,33.9,3.89,0.11,0.34,0.11,2.8,2.5,12550.0,16974.0,73.9,213157.0,87312.0,6240.0,7278.0,85.7,4322.0,5450.0,79.3,1370.0,2902.0,47.2,310.0,944.0,291.0,55.0,1294.0,15065.0,1820.0,483.0,32.0,117.0,570.0,177.0,84.0,55.0,0.0,755.0,89.0,348.0,724.0,19.05,523.0,56.0,42.0,46.0,83.0,2.18,48.0,8.0,6.0,4.0,2.0,656.0,391.0,350.0,243.0,63.0,404.0,120.0,284.0,428.0,1022.0,18.0,21508.0,2252.0,6504.0,9887.0,5303.0,845.0,21507.0,11747.0,588.0,434.0,191.0,12440.0,586.0,418.0,1.0,433.0,382.0,89.0,1.0,5.0,3.0,2021.0,753.0,797.0,48.6
West Ham,26.0,48.6,38.0,418.0,3420.0,51.0,33.0,5.0,5.0,59.0,1.0,1.34,0.87,2.21,1.21,2.08,47.6,43.8,1.25,1.15,38.0,38.0,3420.0,55.0,1.45,198.0,143.0,74.2,15.0,7.0,16.0,7.0,18.4,5.0,4.0,1.0,0.0,38.0,0.0,10.0,1.0,62.7,0.31,8.7,0.23,306.0,825.0,37.1,917.0,155.0,59.0,43.0,309.0,91.9,61.3,554.0,29.0,5.2,16.0,0.42,12.1,149.0,17.0,34.2,3.92,0.11,0.31,0.1,3.4,2.2,13847.0,18038.0,76.8,239173.0,90485.0,6655.0,7661.0,86.9,4834.0,5923.0,81.6,1640.0,2995.0,54.8,325.0,1005.0,266.0,55.0,1478.0,16053.0,1914.0,501.0,75.0,161.0,631.0,188.0,86.0,82.0,4.0,824.0,71.0,416.0,772.0,20.32,545.0,77.0,54.0,36.0,88.0,2.32,60.0,5.0,10.0,5.0,1.0,723.0,393.0,385.0,279.0,59.0,488.0,142.0,346.0,457.0,926.0,16.0,22541.0,2350.0,6338.0,11093.0,5350.0,782.0,22536.0,11634.0,731.0,542.0,189.0,13762.0,552.0,390.0,0.0,331.0,388.0,71.0,5.0,5.0,1.0,2104.0,636.0,620.0,50.6
Wolves,21.0,46.8,38.0,418.0,3420.0,46.0,35.0,4.0,4.0,73.0,1.0,1.21,0.92,2.13,1.11,2.03,52.1,49.0,1.37,1.29,38.0,38.0,3420.0,46.0,1.21,141.0,99.0,69.5,16.0,9.0,13.0,9.0,23.7,4.0,3.0,0.0,1.0,38.0,1.0,6.0,4.0,39.4,0.26,-2.6,-0.07,218.0,552.0,39.5,593.0,105.0,52.4,39.1,291.0,82.8,50.5,508.0,15.0,3.0,18.0,0.47,12.1,144.0,12.0,30.4,3.79,0.09,0.29,0.11,-6.1,-7.0,13961.0,18261.0,76.5,255563.0,92552.0,5966.0,6900.0,86.5,5519.0,6661.0,82.9,1884.0,3353.0,56.2,348.0,1053.0,242.0,73.0,1350.0,16415.0,1773.0,361.0,51.0,194.0,622.0,195.0,63.0,87.0,3.0,843.0,73.0,394.0,828.0,21.79,605.0,69.0,48.0,40.0,82.0,2.16,58.0,6.0,6.0,8.0,0.0,720.0,408.0,385.0,284.0,51.0,499.0,148.0,351.0,501.0,895.0,23.0,22684.0,2093.0,6742.0,11104.0,5061.0,705.0,22680.0,11225.0,743.0,494.0,192.0,13845.0,498.0,401.0,0.0,409.0,325.0,73.0,4.0,4.0,4.0,2239.0,803.0,788.0,50.5
1 team players_used possession games games_starts minutes goals assists pens_made pens_att cards_yellow cards_red goals_per90 assists_per90 goals_assists_per90 goals_pens_per90 goals_assists_pens_per90 xg npxg xg_per90 npxg_per90 gk_games gk_games_starts gk_minutes gk_goals_against gk_goals_against_per90 gk_shots_on_target_against gk_saves gk_save_pct gk_wins gk_ties gk_losses gk_clean_sheets gk_clean_sheets_pct gk_pens_att gk_pens_allowed gk_pens_saved gk_pens_missed minutes_90s gk_free_kick_goals_against gk_corner_kick_goals_against gk_own_goals_against gk_psxg gk_psnpxg_per_shot_on_target_against gk_psxg_net gk_psxg_net_per90 gk_passes_completed_launched gk_passes_launched gk_passes_pct_launched gk_passes gk_passes_throws gk_pct_passes_launched gk_passes_length_avg gk_goal_kicks gk_pct_goal_kicks_launched gk_goal_kick_length_avg gk_crosses gk_crosses_stopped gk_crosses_stopped_pct gk_def_actions_outside_pen_area gk_def_actions_outside_pen_area_per90 gk_avg_distance_def_actions shots_on_target shots_free_kicks shots_on_target_pct shots_on_target_per90 goals_per_shot goals_per_shot_on_target npxg_per_shot xg_net npxg_net passes_completed passes passes_pct passes_total_distance passes_progressive_distance passes_completed_short passes_short passes_pct_short passes_completed_medium passes_medium passes_pct_medium passes_completed_long passes_long passes_pct_long assisted_shots passes_into_final_third passes_into_penalty_area crosses_into_penalty_area progressive_passes passes_live passes_dead passes_free_kicks through_balls passes_switches crosses corner_kicks corner_kicks_in corner_kicks_out corner_kicks_straight throw_ins passes_offsides passes_blocked sca sca_per90 sca_passes_live sca_passes_dead sca_shots sca_fouled gca gca_per90 gca_passes_live gca_passes_dead gca_shots gca_fouled gca_defense tackles tackles_won tackles_def_3rd tackles_mid_3rd tackles_att_3rd blocks blocked_shots blocked_passes interceptions clearances errors touches touches_def_pen_area touches_def_3rd touches_mid_3rd touches_att_3rd touches_att_pen_area touches_live_ball carries progressive_carries carries_into_final_third carries_into_penalty_area passes_received miscontrols dispossessed cards_yellow_red fouls fouled offsides pens_won pens_conceded own_goals ball_recoveries aerials_won aerials_lost aerials_won_pct
2 Arsenal 28.0 58.1 38.0 418.0 3420.0 69.0 52.0 4.0 5.0 73.0 2.0 1.82 1.37 3.18 1.71 3.08 60.1 56.0 1.58 1.47 38.0 38.0 3420.0 51.0 1.34 182.0 132.0 75.8 21.0 7.0 10.0 8.0 21.1 7.0 7.0 0.0 0.0 38.0 1.0 3.0 1.0 53.5 0.26 3.5 0.09 159.0 478.0 33.3 1093.0 227.0 29.2 31.5 280.0 56.8 45.5 489.0 16.0 3.3 48.0 1.26 14.9 159.0 11.0 34.4 4.18 0.14 0.41 0.12 8.9 9.0 18425.0 22549.0 81.7 313400.0 105044.0 8573.0 9619.0 89.1 7384.0 8450.0 87.4 1716.0 2882.0 59.5 363.0 1220.0 417.0 63.0 1874.0 20518.0 1942.0 543.0 65.0 152.0 605.0 209.0 59.0 65.0 2.0 823.0 89.0 453.0 831.0 21.87 655.0 58.0 34.0 22.0 116.0 3.05 91.0 6.0 6.0 7.0 1.0 609.0 366.0 294.0 236.0 79.0 424.0 118.0 306.0 412.0 798.0 28.0 26670.0 2457.0 7996.0 12381.0 6492.0 984.0 26665.0 14889.0 868.0 591.0 203.0 18303.0 564.0 409.0 1.0 412.0 455.0 89.0 4.0 7.0 1.0 2000.0 555.0 637.0 46.6
3 Bournemouth 28.0 46.9 38.0 418.0 3420.0 55.0 43.0 7.0 9.0 60.0 1.0 1.45 1.13 2.58 1.26 2.39 53.3 46.2 1.4 1.22 38.0 38.0 3420.0 70.0 1.84 173.0 106.0 62.4 13.0 6.0 19.0 10.0 26.3 5.0 5.0 0.0 0.0 38.0 2.0 6.0 3.0 55.2 0.3 -11.8 -0.31 191.0 512.0 37.3 744.0 203.0 40.9 35.8 318.0 65.4 48.7 596.0 28.0 4.7 30.0 0.79 12.9 153.0 16.0 35.0 4.03 0.11 0.31 0.11 1.7 1.8 13505.0 17650.0 76.5 231203.0 91075.0 6643.0 7752.0 85.7 5284.0 6436.0 82.1 1261.0 2489.0 50.7 330.0 979.0 330.0 76.0 1435.0 15632.0 1961.0 512.0 57.0 84.0 613.0 191.0 74.0 58.0 2.0 832.0 57.0 435.0 788.0 20.74 558.0 83.0 39.0 47.0 99.0 2.61 64.0 9.0 6.0 9.0 3.0 525.0 299.0 285.0 185.0 55.0 405.0 152.0 253.0 371.0 1098.0 21.0 22079.0 2437.0 7561.0 9507.0 5257.0 847.0 22071.0 13210.0 738.0 532.0 172.0 13405.0 565.0 356.0 0.0 340.0 441.0 57.0 8.0 5.0 3.0 1910.0 701.0 736.0 48.8
4 Brighton 21.0 42.4 38.0 418.0 3420.0 35.0 24.0 5.0 6.0 61.0 4.0 0.92 0.63 1.55 0.79 1.42 35.3 30.7 0.93 0.81 38.0 38.0 3420.0 60.0 1.58 170.0 110.0 70.6 9.0 9.0 20.0 7.0 18.4 10.0 10.0 0.0 0.0 38.0 1.0 5.0 0.0 55.9 0.28 -4.1 -0.11 328.0 822.0 39.9 776.0 109.0 62.8 43.2 358.0 93.6 59.4 561.0 20.0 3.6 13.0 0.34 11.9 99.0 12.0 27.2 2.61 0.08 0.3 0.09 -0.3 -0.7 11491.0 15824.0 72.6 217603.0 86066.0 5120.0 6084.0 84.2 4413.0 5549.0 79.5 1639.0 3202.0 51.2 281.0 887.0 223.0 81.0 1150.0 13912.0 1822.0 330.0 15.0 188.0 636.0 156.0 90.0 44.0 4.0 880.0 90.0 342.0 647.0 17.03 427.0 87.0 35.0 45.0 55.0 1.45 29.0 9.0 7.0 8.0 1.0 679.0 391.0 363.0 238.0 78.0 415.0 170.0 245.0 463.0 1001.0 17.0 20254.0 2464.0 7030.0 9055.0 4366.0 581.0 20249.0 10122.0 475.0 374.0 98.0 11393.0 590.0 336.0 1.0 463.0 301.0 90.0 5.0 10.0 0.0 1979.0 824.0 780.0 51.4
5 Burnley 23.0 41.2 38.0 418.0 3420.0 43.0 32.0 2.0 2.0 75.0 1.0 1.13 0.84 1.97 1.08 1.92 44.4 42.8 1.17 1.13 38.0 38.0 3420.0 68.0 1.79 199.0 134.0 66.8 11.0 7.0 20.0 8.0 21.1 3.0 2.0 1.0 0.0 38.0 2.0 8.0 4.0 58.0 0.28 -6.0 -0.16 381.0 957.0 39.8 848.0 95.0 74.6 48.7 353.0 91.8 63.0 643.0 14.0 2.2 43.0 1.13 15.1 112.0 14.0 31.3 2.95 0.11 0.37 0.12 -1.4 -1.8 10134.0 14793.0 68.5 194079.0 85014.0 4537.0 5520.0 82.2 3643.0 4790.0 76.1 1595.0 3463.0 46.1 254.0 879.0 239.0 82.0 1032.0 12804.0 1883.0 395.0 35.0 108.0 692.0 139.0 98.0 22.0 9.0 891.0 106.0 327.0 624.0 16.42 417.0 81.0 55.0 52.0 69.0 1.82 45.0 8.0 13.0 3.0 0.0 584.0 311.0 280.0 246.0 58.0 516.0 222.0 294.0 367.0 1156.0 19.0 19189.0 2542.0 6104.0 8875.0 4395.0 634.0 19186.0 7936.0 421.0 336.0 72.0 10031.0 525.0 314.0 0.0 360.0 356.0 106.0 1.0 3.0 4.0 1955.0 1016.0 1025.0 49.8
6 Cardiff City 25.0 35.4 38.0 418.0 3420.0 33.0 20.0 3.0 4.0 66.0 1.0 0.87 0.53 1.39 0.79 1.32 42.4 39.2 1.11 1.03 38.0 38.0 3420.0 69.0 1.82 207.0 135.0 68.6 10.0 4.0 24.0 10.0 26.3 7.0 4.0 3.0 0.0 38.0 1.0 12.0 0.0 68.2 0.3 -0.8 -0.02 337.0 1076.0 31.3 876.0 51.0 86.6 50.9 319.0 99.4 65.6 536.0 15.0 2.8 46.0 1.21 15.4 113.0 13.0 27.4 2.97 0.07 0.27 0.1 -9.4 -9.2 7170.0 11715.0 61.2 138500.0 66941.0 3143.0 4097.0 76.7 2540.0 3622.0 70.1 1160.0 2987.0 38.8 294.0 768.0 175.0 57.0 918.0 9823.0 1815.0 423.0 39.0 60.0 562.0 168.0 102.0 35.0 19.0 799.0 77.0 313.0 693.0 18.24 457.0 96.0 57.0 47.0 50.0 1.32 32.0 4.0 9.0 2.0 0.0 655.0 375.0 357.0 234.0 64.0 490.0 147.0 343.0 529.0 1034.0 18.0 16261.0 2228.0 5452.0 6544.0 4470.0 713.0 16257.0 6221.0 434.0 310.0 135.0 7078.0 519.0 332.0 0.0 374.0 390.0 77.0 2.0 7.0 0.0 1975.0 966.0 966.0 50.0
7 Chelsea 24.0 62.9 38.0 418.0 3420.0 61.0 52.0 5.0 5.0 49.0 0.0 1.61 1.37 2.97 1.47 2.84 58.6 54.6 1.54 1.44 38.0 38.0 3420.0 39.0 1.03 124.0 84.0 69.4 21.0 9.0 8.0 16.0 42.1 2.0 1.0 1.0 0.0 38.0 0.0 6.0 0.0 36.8 0.28 -2.2 -0.06 123.0 250.0 49.2 950.0 165.0 15.9 26.1 272.0 36.4 37.1 395.0 16.0 4.1 35.0 0.92 17.6 192.0 30.0 31.9 5.05 0.09 0.29 0.09 2.4 1.4 22960.0 26774.0 85.8 357355.0 116569.0 12272.0 13378.0 91.7 7956.0 8992.0 88.5 1700.0 2561.0 66.4 482.0 1640.0 415.0 65.0 2155.0 24894.0 1797.0 471.0 146.0 216.0 692.0 215.0 74.0 86.0 19.0 762.0 83.0 434.0 1131.0 29.76 892.0 58.0 45.0 54.0 114.0 3.0 82.0 5.0 7.0 6.0 1.0 618.0 365.0 280.0 245.0 93.0 357.0 73.0 284.0 353.0 645.0 16.0 30774.0 2105.0 7613.0 14434.0 8968.0 1029.0 30769.0 18388.0 1058.0 897.0 251.0 22820.0 512.0 458.0 0.0 339.0 424.0 83.0 5.0 2.0 0.0 2171.0 523.0 504.0 50.9
8 Crystal Palace 26.0 45.2 38.0 418.0 3420.0 48.0 33.0 10.0 11.0 58.0 2.0 1.26 0.87 2.13 1.0 1.87 47.6 39.2 1.25 1.03 38.0 38.0 3420.0 53.0 1.39 163.0 110.0 69.9 14.0 7.0 17.0 12.0 31.6 5.0 4.0 1.0 0.0 38.0 1.0 7.0 1.0 46.7 0.26 -5.3 -0.14 245.0 769.0 31.9 793.0 159.0 58.6 42.8 347.0 87.6 60.4 635.0 27.0 4.3 25.0 0.66 12.7 135.0 16.0 28.0 3.55 0.08 0.28 0.08 0.4 -1.2 12697.0 16870.0 75.3 222304.0 89991.0 6129.0 7072.0 86.7 4802.0 5866.0 81.9 1371.0 2862.0 47.9 358.0 1003.0 275.0 63.0 1458.0 14898.0 1894.0 435.0 26.0 101.0 577.0 205.0 89.0 30.0 62.0 816.0 78.0 367.0 860.0 22.63 606.0 72.0 63.0 50.0 86.0 2.26 51.0 6.0 8.0 13.0 1.0 733.0 446.0 398.0 270.0 65.0 441.0 141.0 300.0 445.0 1011.0 17.0 21679.0 2323.0 7079.0 9743.0 5112.0 889.0 21668.0 10553.0 771.0 496.0 227.0 12599.0 576.0 473.0 1.0 386.0 391.0 78.0 10.0 5.0 1.0 1996.0 680.0 706.0 49.1
9 Everton 23.0 51.5 38.0 418.0 3420.0 53.0 34.0 2.0 5.0 56.0 4.0 1.39 0.89 2.29 1.34 2.24 49.7 45.7 1.31 1.2 38.0 38.0 3420.0 46.0 1.21 136.0 89.0 67.6 15.0 9.0 14.0 14.0 36.8 5.0 2.0 3.0 0.0 38.0 2.0 9.0 2.0 45.3 0.3 1.3 0.03 253.0 724.0 34.9 979.0 152.0 54.0 42.3 291.0 67.0 53.7 431.0 14.0 3.2 40.0 1.05 17.3 163.0 20.0 33.1 4.29 0.1 0.31 0.1 3.3 5.3 13878.0 18477.0 75.1 242908.0 92894.0 6427.0 7566.0 84.9 5206.0 6428.0 81.0 1589.0 3045.0 52.2 353.0 1102.0 298.0 94.0 1581.0 16376.0 2032.0 495.0 44.0 140.0 814.0 215.0 79.0 114.0 4.0 947.0 69.0 416.0 845.0 22.24 573.0 88.0 61.0 56.0 93.0 2.45 65.0 5.0 12.0 3.0 0.0 699.0 441.0 326.0 290.0 83.0 414.0 85.0 329.0 453.0 877.0 21.0 23015.0 2175.0 6887.0 10485.0 5873.0 856.0 23011.0 12685.0 697.0 522.0 166.0 13764.0 693.0 469.0 1.0 432.0 418.0 69.0 4.0 5.0 2.0 2157.0 872.0 877.0 49.9
10 Fulham 28.0 48.8 38.0 418.0 3420.0 33.0 24.0 2.0 3.0 70.0 2.0 0.87 0.63 1.5 0.82 1.45 41.3 39.0 1.09 1.03 38.0 38.0 3420.0 81.0 2.13 226.0 146.0 66.4 7.0 5.0 26.0 5.0 13.2 7.0 5.0 1.0 1.0 38.0 1.0 10.0 2.0 72.4 0.3 -6.6 -0.17 332.0 777.0 42.7 834.0 137.0 57.7 40.5 356.0 83.1 54.8 629.0 9.0 1.4 42.0 1.11 14.5 140.0 10.0 31.0 3.68 0.07 0.22 0.09 -8.3 -8.0 15096.0 19303.0 78.2 265652.0 102124.0 7060.0 7958.0 88.7 6054.0 7206.0 84.0 1538.0 3015.0 51.0 350.0 1106.0 233.0 69.0 1487.0 17396.0 1817.0 412.0 33.0 145.0 611.0 161.0 57.0 62.0 7.0 769.0 90.0 339.0 814.0 21.42 601.0 73.0 56.0 28.0 59.0 1.55 42.0 3.0 5.0 3.0 0.0 596.0 362.0 310.0 231.0 55.0 425.0 144.0 281.0 434.0 1030.0 28.0 23757.0 2587.0 7287.0 11921.0 4743.0 592.0 23754.0 10604.0 628.0 461.0 117.0 14992.0 594.0 486.0 2.0 423.0 342.0 90.0 2.0 7.0 2.0 2072.0 742.0 718.0 50.8
11 Huddersfield 31.0 47.2 38.0 418.0 3420.0 21.0 13.0 1.0 1.0 56.0 4.0 0.55 0.34 0.89 0.53 0.87 28.8 28.0 0.76 0.74 38.0 38.0 3420.0 76.0 2.0 186.0 110.0 62.9 3.0 7.0 28.0 5.0 13.2 8.0 7.0 1.0 0.0 38.0 3.0 7.0 1.0 61.1 0.29 -13.9 -0.37 339.0 815.0 41.6 1062.0 109.0 55.9 42.0 281.0 78.6 56.0 426.0 30.0 7.0 34.0 0.89 13.3 116.0 15.0 29.0 3.05 0.05 0.17 0.07 -7.8 -8.0 13045.0 17777.0 73.4 237346.0 93900.0 6045.0 7200.0 84.0 4765.0 6029.0 79.0 1792.0 3398.0 52.7 283.0 1023.0 208.0 93.0 1248.0 15783.0 1931.0 444.0 22.0 130.0 768.0 162.0 80.0 55.0 11.0 930.0 63.0 418.0 683.0 17.97 487.0 74.0 43.0 37.0 33.0 0.87 23.0 4.0 3.0 3.0 0.0 708.0 425.0 323.0 315.0 70.0 496.0 130.0 366.0 531.0 682.0 15.0 21977.0 2079.0 6878.0 10026.0 5306.0 600.0 21976.0 10888.0 601.0 496.0 108.0 12938.0 567.0 399.0 1.0 420.0 370.0 63.0 1.0 9.0 1.0 2063.0 844.0 807.0 51.1
12 Leicester City 25.0 50.9 38.0 418.0 3420.0 48.0 34.0 5.0 7.0 60.0 5.0 1.26 0.89 2.16 1.13 2.03 52.4 47.3 1.38 1.24 38.0 38.0 3420.0 48.0 1.26 138.0 90.0 68.8 15.0 7.0 16.0 10.0 26.3 5.0 5.0 0.0 0.0 38.0 0.0 4.0 0.0 40.0 0.26 -8.0 -0.21 282.0 639.0 44.1 935.0 127.0 44.3 37.7 310.0 72.6 52.3 534.0 12.0 2.2 25.0 0.66 12.5 173.0 19.0 34.1 4.55 0.08 0.25 0.1 -4.4 -4.3 14640.0 19068.0 76.8 259605.0 95052.0 6805.0 7883.0 86.3 5513.0 6788.0 81.2 1752.0 3120.0 56.2 381.0 1181.0 264.0 66.0 1537.0 17065.0 1931.0 453.0 88.0 186.0 779.0 210.0 82.0 86.0 14.0 872.0 72.0 395.0 898.0 23.63 625.0 87.0 56.0 50.0 85.0 2.24 59.0 3.0 7.0 9.0 0.0 675.0 393.0 344.0 277.0 54.0 429.0 96.0 333.0 438.0 1034.0 24.0 23657.0 2242.0 7084.0 10997.0 5824.0 804.0 23650.0 13747.0 752.0 572.0 197.0 14553.0 582.0 357.0 3.0 351.0 378.0 72.0 6.0 5.0 0.0 2087.0 811.0 679.0 54.4
13 Liverpool 23.0 61.8 38.0 418.0 3420.0 86.0 55.0 7.0 7.0 39.0 2.0 2.26 1.45 3.71 2.08 3.53 73.7 68.4 1.94 1.8 38.0 38.0 3420.0 22.0 0.58 96.0 74.0 77.1 30.0 7.0 1.0 21.0 55.3 1.0 0.0 0.0 1.0 38.0 0.0 5.0 0.0 27.2 0.29 5.2 0.14 129.0 311.0 41.5 1072.0 212.0 20.1 28.8 216.0 44.0 41.3 385.0 16.0 4.2 59.0 1.55 16.6 211.0 20.0 37.1 5.55 0.14 0.37 0.12 12.3 10.6 21146.0 25571.0 82.7 364398.0 118593.0 9634.0 10759.0 89.5 8817.0 10042.0 87.8 1982.0 3284.0 60.4 422.0 1520.0 495.0 75.0 2008.0 23583.0 1911.0 463.0 98.0 185.0 721.0 249.0 82.0 102.0 5.0 923.0 77.0 394.0 1013.0 26.66 747.0 74.0 56.0 45.0 149.0 3.92 104.0 10.0 10.0 10.0 1.0 613.0 377.0 257.0 280.0 76.0 361.0 78.0 283.0 314.0 670.0 16.0 29528.0 1938.0 6900.0 15347.0 7500.0 1124.0 29521.0 19312.0 857.0 765.0 221.0 21029.0 603.0 424.0 2.0 315.0 347.0 77.0 7.0 1.0 0.0 2111.0 593.0 587.0 50.3
14 Manchester City 21.0 67.9 38.0 418.0 3420.0 91.0 71.0 3.0 4.0 44.0 1.0 2.39 1.87 4.26 2.32 4.18 84.3 81.3 2.22 2.14 38.0 38.0 3420.0 23.0 0.61 81.0 58.0 76.5 32.0 2.0 4.0 20.0 52.6 4.0 4.0 0.0 0.0 38.0 1.0 5.0 0.0 23.3 0.25 0.3 0.01 98.0 239.0 41.0 919.0 188.0 17.1 26.8 189.0 43.4 42.9 282.0 19.0 6.7 41.0 1.08 16.9 252.0 21.0 37.1 6.63 0.13 0.35 0.12 6.7 6.7 24678.0 28389.0 86.9 395041.0 113549.0 12249.0 13188.0 92.9 9318.0 10379.0 89.8 1907.0 2834.0 67.3 516.0 1948.0 554.0 62.0 2429.0 26660.0 1631.0 344.0 112.0 226.0 783.0 298.0 85.0 121.0 1.0 739.0 98.0 384.0 1216.0 32.0 927.0 71.0 71.0 44.0 168.0 4.42 139.0 6.0 5.0 8.0 1.0 518.0 327.0 214.0 215.0 89.0 319.0 63.0 256.0 362.0 570.0 15.0 32238.0 1825.0 6098.0 16583.0 9800.0 1458.0 32234.0 22457.0 1325.0 1017.0 366.0 24519.0 509.0 393.0 0.0 328.0 301.0 98.0 4.0 4.0 0.0 2000.0 540.0 522.0 50.8
15 Manchester Utd 28.0 54.7 38.0 418.0 3420.0 65.0 40.0 9.0 12.0 75.0 4.0 1.71 1.05 2.76 1.47 2.53 61.4 52.0 1.62 1.37 38.0 38.0 3420.0 54.0 1.42 171.0 120.0 71.9 19.0 9.0 10.0 7.0 18.4 6.0 6.0 0.0 0.0 38.0 2.0 7.0 3.0 49.9 0.26 -1.1 -0.03 265.0 620.0 42.7 769.0 153.0 46.6 38.2 332.0 78.9 54.6 524.0 9.0 1.7 25.0 0.66 13.4 210.0 27.0 40.9 5.53 0.11 0.27 0.1 3.6 4.0 16834.0 20942.0 80.4 284489.0 101728.0 7987.0 8945.0 89.3 6247.0 7334.0 85.2 1704.0 2961.0 57.5 381.0 1219.0 339.0 58.0 1668.0 18934.0 1918.0 435.0 63.0 207.0 638.0 200.0 78.0 70.0 20.0 859.0 90.0 373.0 957.0 25.18 730.0 61.0 53.0 52.0 118.0 3.11 81.0 4.0 10.0 10.0 1.0 581.0 347.0 280.0 239.0 62.0 445.0 128.0 317.0 355.0 847.0 26.0 25095.0 2262.0 6748.0 12550.0 5992.0 893.0 25083.0 13180.0 801.0 594.0 215.0 16742.0 528.0 424.0 2.0 433.0 397.0 90.0 11.0 6.0 3.0 1969.0 687.0 550.0 55.5
16 Newcastle Utd 24.0 40.4 38.0 418.0 3420.0 41.0 33.0 1.0 3.0 57.0 2.0 1.08 0.87 1.95 1.05 1.92 39.1 36.7 1.03 0.97 38.0 38.0 3420.0 48.0 1.26 140.0 93.0 70.0 12.0 9.0 17.0 11.0 28.9 6.0 6.0 0.0 0.0 38.0 2.0 9.0 1.0 42.3 0.27 -4.7 -0.12 250.0 708.0 35.3 850.0 140.0 51.1 38.9 323.0 84.8 57.9 651.0 43.0 6.6 33.0 0.87 12.0 136.0 16.0 30.7 3.58 0.09 0.29 0.09 1.9 3.3 10774.0 15231.0 70.7 197304.0 79475.0 4812.0 5773.0 83.4 3758.0 4863.0 77.3 1584.0 3269.0 48.5 324.0 792.0 255.0 99.0 985.0 13359.0 1813.0 389.0 50.0 217.0 711.0 181.0 73.0 71.0 11.0 835.0 59.0 353.0 784.0 20.63 571.0 77.0 43.0 42.0 68.0 1.79 46.0 5.0 10.0 2.0 1.0 711.0 433.0 356.0 291.0 64.0 472.0 135.0 337.0 506.0 1204.0 16.0 20048.0 2360.0 7025.0 8767.0 4458.0 641.0 20045.0 8749.0 467.0 410.0 95.0 10705.0 590.0 400.0 0.0 423.0 332.0 59.0 2.0 6.0 1.0 2034.0 785.0 914.0 46.2
17 Southampton 30.0 43.4 38.0 418.0 3420.0 44.0 27.0 4.0 5.0 73.0 3.0 1.16 0.71 1.87 1.05 1.76 46.9 43.4 1.23 1.14 38.0 38.0 3420.0 65.0 1.71 175.0 112.0 64.0 9.0 12.0 17.0 7.0 18.4 3.0 2.0 1.0 0.0 38.0 0.0 6.0 3.0 54.0 0.3 -8.0 -0.21 213.0 714.0 29.8 709.0 103.0 65.6 44.5 287.0 86.8 58.8 546.0 20.0 3.7 29.0 0.76 12.4 155.0 20.0 32.4 4.08 0.08 0.26 0.1 -2.9 -3.4 11463.0 15930.0 72.0 201495.0 79147.0 5615.0 6610.0 84.9 4317.0 5535.0 78.0 1241.0 2873.0 43.2 337.0 1086.0 260.0 68.0 1333.0 14072.0 1797.0 409.0 35.0 139.0 666.0 193.0 97.0 63.0 22.0 805.0 61.0 349.0 819.0 21.55 565.0 73.0 62.0 47.0 77.0 2.03 54.0 3.0 6.0 7.0 4.0 698.0 428.0 335.0 283.0 80.0 533.0 153.0 380.0 549.0 1128.0 18.0 20812.0 2150.0 5984.0 9949.0 5087.0 709.0 20807.0 9653.0 603.0 444.0 155.0 11354.0 539.0 380.0 2.0 420.0 341.0 61.0 4.0 3.0 3.0 2053.0 767.0 873.0 46.8
18 Tottenham 28.0 59.0 38.0 418.0 3420.0 66.0 47.0 4.0 4.0 57.0 3.0 1.74 1.24 2.97 1.63 2.87 54.9 51.8 1.44 1.36 38.0 38.0 3420.0 39.0 1.03 156.0 118.0 76.9 23.0 2.0 13.0 13.0 34.2 5.0 3.0 2.0 0.0 38.0 1.0 7.0 3.0 47.7 0.28 11.7 0.31 183.0 464.0 39.4 1089.0 191.0 28.8 31.6 288.0 52.1 43.1 514.0 16.0 3.1 40.0 1.05 14.8 182.0 23.0 34.1 4.79 0.12 0.34 0.1 11.1 10.2 18808.0 23056.0 81.6 324971.0 107296.0 8731.0 9745.0 89.6 7694.0 8904.0 86.4 1810.0 3083.0 58.7 392.0 1283.0 364.0 90.0 1744.0 21115.0 1867.0 457.0 87.0 136.0 643.0 194.0 54.0 81.0 5.0 851.0 74.0 445.0 937.0 24.66 676.0 81.0 55.0 46.0 115.0 3.03 81.0 9.0 11.0 7.0 1.0 627.0 373.0 310.0 237.0 80.0 415.0 112.0 303.0 325.0 823.0 20.0 27311.0 2487.0 7711.0 13441.0 6402.0 884.0 27307.0 17170.0 840.0 684.0 205.0 18666.0 603.0 349.0 1.0 376.0 364.0 74.0 3.0 5.0 3.0 2107.0 599.0 611.0 49.5
19 Watford 25.0 46.7 38.0 418.0 3420.0 51.0 39.0 1.0 1.0 79.0 4.0 1.34 1.03 2.37 1.32 2.34 48.2 47.5 1.27 1.25 38.0 38.0 3420.0 59.0 1.55 180.0 123.0 69.4 14.0 8.0 16.0 7.0 18.4 5.0 4.0 1.0 0.0 38.0 2.0 6.0 3.0 55.5 0.3 -0.5 -0.01 340.0 941.0 36.1 942.0 98.0 69.9 45.9 308.0 91.9 63.2 575.0 31.0 5.4 72.0 1.89 16.9 148.0 22.0 33.9 3.89 0.11 0.34 0.11 2.8 2.5 12550.0 16974.0 73.9 213157.0 87312.0 6240.0 7278.0 85.7 4322.0 5450.0 79.3 1370.0 2902.0 47.2 310.0 944.0 291.0 55.0 1294.0 15065.0 1820.0 483.0 32.0 117.0 570.0 177.0 84.0 55.0 0.0 755.0 89.0 348.0 724.0 19.05 523.0 56.0 42.0 46.0 83.0 2.18 48.0 8.0 6.0 4.0 2.0 656.0 391.0 350.0 243.0 63.0 404.0 120.0 284.0 428.0 1022.0 18.0 21508.0 2252.0 6504.0 9887.0 5303.0 845.0 21507.0 11747.0 588.0 434.0 191.0 12440.0 586.0 418.0 1.0 433.0 382.0 89.0 1.0 5.0 3.0 2021.0 753.0 797.0 48.6
20 West Ham 26.0 48.6 38.0 418.0 3420.0 51.0 33.0 5.0 5.0 59.0 1.0 1.34 0.87 2.21 1.21 2.08 47.6 43.8 1.25 1.15 38.0 38.0 3420.0 55.0 1.45 198.0 143.0 74.2 15.0 7.0 16.0 7.0 18.4 5.0 4.0 1.0 0.0 38.0 0.0 10.0 1.0 62.7 0.31 8.7 0.23 306.0 825.0 37.1 917.0 155.0 59.0 43.0 309.0 91.9 61.3 554.0 29.0 5.2 16.0 0.42 12.1 149.0 17.0 34.2 3.92 0.11 0.31 0.1 3.4 2.2 13847.0 18038.0 76.8 239173.0 90485.0 6655.0 7661.0 86.9 4834.0 5923.0 81.6 1640.0 2995.0 54.8 325.0 1005.0 266.0 55.0 1478.0 16053.0 1914.0 501.0 75.0 161.0 631.0 188.0 86.0 82.0 4.0 824.0 71.0 416.0 772.0 20.32 545.0 77.0 54.0 36.0 88.0 2.32 60.0 5.0 10.0 5.0 1.0 723.0 393.0 385.0 279.0 59.0 488.0 142.0 346.0 457.0 926.0 16.0 22541.0 2350.0 6338.0 11093.0 5350.0 782.0 22536.0 11634.0 731.0 542.0 189.0 13762.0 552.0 390.0 0.0 331.0 388.0 71.0 5.0 5.0 1.0 2104.0 636.0 620.0 50.6
21 Wolves 21.0 46.8 38.0 418.0 3420.0 46.0 35.0 4.0 4.0 73.0 1.0 1.21 0.92 2.13 1.11 2.03 52.1 49.0 1.37 1.29 38.0 38.0 3420.0 46.0 1.21 141.0 99.0 69.5 16.0 9.0 13.0 9.0 23.7 4.0 3.0 0.0 1.0 38.0 1.0 6.0 4.0 39.4 0.26 -2.6 -0.07 218.0 552.0 39.5 593.0 105.0 52.4 39.1 291.0 82.8 50.5 508.0 15.0 3.0 18.0 0.47 12.1 144.0 12.0 30.4 3.79 0.09 0.29 0.11 -6.1 -7.0 13961.0 18261.0 76.5 255563.0 92552.0 5966.0 6900.0 86.5 5519.0 6661.0 82.9 1884.0 3353.0 56.2 348.0 1053.0 242.0 73.0 1350.0 16415.0 1773.0 361.0 51.0 194.0 622.0 195.0 63.0 87.0 3.0 843.0 73.0 394.0 828.0 21.79 605.0 69.0 48.0 40.0 82.0 2.16 58.0 6.0 6.0 8.0 0.0 720.0 408.0 385.0 284.0 51.0 499.0 148.0 351.0 501.0 895.0 23.0 22684.0 2093.0 6742.0 11104.0 5061.0 705.0 22680.0 11225.0 743.0 494.0 192.0 13845.0 498.0 401.0 0.0 409.0 325.0 73.0 4.0 4.0 4.0 2239.0 803.0 788.0 50.5