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Code updated for Serie A 2023/2024

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- Reorganization of data folders
- Code adapted for the new Serie A season, also considering only a small number of league games has been played
- Stats from other leagues are considered for players at their first Serie A season (rookies), for now without any adaptation based on league difficulty
- Minor fixes
This commit is contained in:
Giuseppe Musicco
2023-09-09 19:31:52 +02:00
parent 2ea1b65972
commit 1492328958
225 changed files with 63317 additions and 31860 deletions
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rookies_stats/fbref_data/Premier-League_2019-2020_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,29.0,53.8,38.0,418.0,3420.0,56.0,35.0,3.0,3.0,88.0,5.0,1.47,0.92,2.39,1.39,2.32,47.0,44.6,1.24,1.17,38.0,38.0,3420.0,48.0,1.26,193.0,144.0,78.8,14.0,14.0,10.0,10.0,26.3,8.0,7.0,1.0,0.0,38.0,0.0,9.0,0.0,51.8,0.23,3.8,0.1,92.0,364.0,25.3,964.0,233.0,24.8,28.8,314.0,39.8,35.5,606.0,25.0,4.1,42.0,1.11,15.2,146.0,19.0,36.2,3.84,0.13,0.36,0.11,9.0,8.4,16634.0,20410.0,81.5,292657.0,94450.0,7259.0,8103.0,89.6,7300.0,8331.0,87.6,1596.0,2772.0,57.6,298.0,1164.0,311.0,63.0,1641.0,18463.0,1874.0,487.0,67.0,153.0,699.0,231.0,96.0,71.0,3.0,756.0,73.0,320.0,709.0,18.66,501.0,59.0,48.0,33.0,85.0,2.24,57.0,5.0,9.0,4.0,6.0,584.0,336.0,296.0,217.0,71.0,398.0,141.0,257.0,351.0,754.0,18.0,24424.0,2737.0,8368.0,10648.0,5628.0,821.0,24421.0,14410.0,815.0,534.0,209.0,16527.0,547.0,370.0,1.0,421.0,437.0,73.0,2.0,8.0,0.0,1861.0,501.0,589.0,46.0
Aston Villa,28.0,44.1,38.0,418.0,3420.0,40.0,32.0,1.0,3.0,70.0,1.0,1.05,0.84,1.89,1.03,1.87,44.3,41.8,1.16,1.1,38.0,38.0,3420.0,67.0,1.76,182.0,115.0,65.9,9.0,8.0,21.0,7.0,18.4,6.0,5.0,1.0,0.0,38.0,1.0,9.0,1.0,51.6,0.25,-14.4,-0.38,240.0,665.0,36.1,862.0,179.0,50.1,38.7,343.0,67.9,49.4,628.0,23.0,3.7,28.0,0.74,13.5,147.0,21.0,32.5,3.87,0.09,0.27,0.09,-4.3,-2.8,11652.0,15672.0,74.3,217478.0,84204.0,5074.0,5895.0,86.1,4810.0,5882.0,81.8,1480.0,3002.0,49.3,369.0,908.0,270.0,95.0,1247.0,13604.0,2006.0,562.0,17.0,153.0,798.0,200.0,109.0,34.0,8.0,797.0,62.0,307.0,828.0,21.79,599.0,88.0,36.0,56.0,72.0,1.89,48.0,8.0,4.0,7.0,0.0,523.0,291.0,285.0,174.0,64.0,456.0,184.0,272.0,423.0,928.0,26.0,19977.0,2658.0,7038.0,8203.0,4969.0,695.0,19974.0,10317.0,639.0,476.0,139.0,11546.0,546.0,313.0,1.0,451.0,525.0,62.0,2.0,6.0,1.0,1900.0,705.0,742.0,48.7
Bournemouth,27.0,44.1,38.0,418.0,3420.0,38.0,24.0,4.0,4.0,78.0,3.0,1.0,0.63,1.63,0.89,1.53,44.8,41.7,1.18,1.1,38.0,38.0,3420.0,65.0,1.71,192.0,126.0,68.8,9.0,7.0,22.0,5.0,13.2,6.0,5.0,1.0,0.0,38.0,4.0,4.0,0.0,62.6,0.3,-2.4,-0.06,185.0,616.0,30.0,866.0,190.0,47.5,39.0,295.0,69.5,53.2,603.0,20.0,3.3,26.0,0.68,11.7,117.0,21.0,30.4,3.08,0.09,0.29,0.11,-6.8,-7.7,12042.0,16387.0,73.5,208869.0,82509.0,5798.0,6832.0,84.9,4689.0,5821.0,80.6,1231.0,2655.0,46.4,280.0,921.0,227.0,49.0,1256.0,14488.0,1832.0,450.0,28.0,92.0,646.0,194.0,104.0,57.0,0.0,790.0,67.0,390.0,669.0,17.61,472.0,69.0,39.0,47.0,63.0,1.66,36.0,6.0,8.0,6.0,0.0,507.0,299.0,254.0,206.0,47.0,439.0,160.0,279.0,475.0,1008.0,16.0,20872.0,2556.0,7472.0,8683.0,4916.0,717.0,20868.0,12070.0,601.0,424.0,136.0,11946.0,571.0,384.0,2.0,369.0,388.0,67.0,2.0,6.0,0.0,1979.0,792.0,835.0,48.7
Brighton,25.0,52.2,38.0,418.0,3420.0,35.0,24.0,1.0,2.0,59.0,2.0,0.92,0.63,1.55,0.89,1.53,45.4,43.8,1.2,1.15,38.0,38.0,3420.0,54.0,1.42,168.0,116.0,69.0,9.0,14.0,15.0,9.0,23.7,2.0,2.0,0.0,0.0,38.0,0.0,7.0,2.0,50.2,0.29,-1.8,-0.05,207.0,412.0,50.2,1201.0,255.0,25.3,29.0,274.0,39.4,33.4,526.0,20.0,3.8,26.0,0.68,13.7,139.0,11.0,30.2,3.66,0.07,0.24,0.1,-10.4,-9.8,15881.0,20056.0,79.2,290667.0,102483.0,6755.0,7803.0,86.6,7139.0,8265.0,86.4,1701.0,3003.0,56.6,343.0,1124.0,294.0,62.0,1675.0,18194.0,1791.0,394.0,34.0,200.0,689.0,178.0,78.0,78.0,0.0,853.0,71.0,365.0,804.0,21.16,599.0,73.0,48.0,40.0,65.0,1.71,44.0,9.0,2.0,5.0,0.0,641.0,379.0,295.0,269.0,77.0,437.0,137.0,300.0,419.0,750.0,15.0,24387.0,2721.0,8174.0,10724.0,5693.0,770.0,24385.0,13074.0,669.0,502.0,165.0,15782.0,626.0,399.0,1.0,386.0,325.0,71.0,2.0,2.0,2.0,2065.0,690.0,577.0,54.5
Burnley,22.0,41.9,38.0,418.0,3420.0,41.0,30.0,3.0,3.0,67.0,0.0,1.08,0.79,1.87,1.0,1.79,47.4,45.3,1.25,1.19,38.0,38.0,3420.0,50.0,1.32,167.0,117.0,72.5,15.0,9.0,14.0,15.0,39.5,5.0,4.0,1.0,0.0,38.0,0.0,7.0,1.0,45.7,0.25,-3.3,-0.09,263.0,870.0,30.2,883.0,180.0,67.6,47.1,304.0,89.8,63.7,623.0,52.0,8.3,48.0,1.26,14.9,124.0,18.0,32.3,3.26,0.1,0.31,0.12,-6.4,-7.3,10049.0,14694.0,68.4,181797.0,76083.0,4700.0,5595.0,84.0,3686.0,4854.0,75.9,1295.0,3221.0,40.2,280.0,787.0,217.0,99.0,890.0,12767.0,1838.0,408.0,29.0,99.0,743.0,170.0,158.0,1.0,0.0,868.0,89.0,287.0,667.0,17.55,459.0,83.0,44.0,45.0,71.0,1.87,47.0,10.0,6.0,3.0,1.0,547.0,344.0,238.0,241.0,68.0,450.0,175.0,275.0,387.0,901.0,15.0,18827.0,2224.0,5596.0,8993.0,4410.0,617.0,18823.0,8828.0,437.0,352.0,71.0,9969.0,509.0,291.0,0.0,412.0,369.0,89.0,1.0,5.0,1.0,1860.0,937.0,917.0,50.5
Chelsea,27.0,60.4,38.0,418.0,3420.0,69.0,46.0,7.0,7.0,60.0,0.0,1.82,1.21,3.03,1.63,2.84,69.2,64.4,1.82,1.7,38.0,38.0,3420.0,54.0,1.42,115.0,64.0,54.8,20.0,6.0,12.0,9.0,23.7,2.0,2.0,0.0,0.0,38.0,2.0,9.0,3.0,37.5,0.31,-13.5,-0.36,102.0,302.0,33.8,1028.0,168.0,22.0,28.7,226.0,33.6,32.7,389.0,21.0,5.4,38.0,1.0,16.0,210.0,29.0,34.0,5.53,0.1,0.3,0.11,-0.2,-2.4,20958.0,25213.0,83.1,352088.0,108966.0,9753.0,10903.0,89.5,8527.0,9698.0,87.9,1843.0,2989.0,61.7,459.0,1463.0,411.0,108.0,1897.0,23308.0,1842.0,401.0,61.0,215.0,862.0,247.0,106.0,82.0,2.0,876.0,63.0,361.0,1121.0,29.5,847.0,86.0,64.0,52.0,123.0,3.24,86.0,6.0,9.0,10.0,2.0,638.0,362.0,304.0,258.0,76.0,361.0,91.0,270.0,459.0,631.0,14.0,29489.0,2281.0,8311.0,13996.0,7423.0,1063.0,29482.0,18488.0,983.0,725.0,222.0,20848.0,583.0,414.0,0.0,386.0,384.0,63.0,6.0,2.0,3.0,2210.0,703.0,701.0,50.1
Crystal Palace,25.0,44.8,38.0,418.0,3420.0,29.0,20.0,3.0,3.0,62.0,2.0,0.76,0.53,1.29,0.68,1.21,35.8,33.6,0.94,0.88,38.0,38.0,3420.0,50.0,1.32,172.0,124.0,70.9,11.0,10.0,17.0,10.0,26.3,1.0,0.0,0.0,1.0,38.0,1.0,5.0,2.0,55.7,0.34,7.7,0.2,237.0,710.0,33.4,848.0,180.0,53.4,39.6,313.0,82.1,57.4,651.0,23.0,3.5,27.0,0.71,12.4,115.0,15.0,30.8,3.03,0.07,0.23,0.09,-6.8,-7.6,12274.0,16395.0,74.9,212859.0,86923.0,5857.0,6822.0,85.9,4679.0,5712.0,81.9,1307.0,2747.0,47.6,265.0,910.0,243.0,47.0,1223.0,14377.0,1965.0,501.0,19.0,79.0,588.0,177.0,93.0,32.0,36.0,886.0,53.0,318.0,643.0,16.92,427.0,68.0,36.0,46.0,53.0,1.39,37.0,3.0,4.0,5.0,0.0,686.0,390.0,367.0,244.0,75.0,399.0,135.0,264.0,444.0,856.0,18.0,20928.0,2377.0,7276.0,9017.0,4876.0,793.0,20925.0,10305.0,596.0,428.0,198.0,12187.0,611.0,479.0,0.0,424.0,479.0,53.0,2.0,1.0,2.0,1915.0,771.0,776.0,49.8
Everton,24.0,49.0,38.0,418.0,3420.0,42.0,32.0,1.0,1.0,76.0,3.0,1.11,0.84,1.95,1.08,1.92,50.8,50.0,1.34,1.32,38.0,38.0,3420.0,56.0,1.47,147.0,94.0,63.9,13.0,10.0,15.0,9.0,23.7,4.0,3.0,0.0,1.0,38.0,3.0,5.0,3.0,50.2,0.32,-2.8,-0.07,270.0,730.0,37.0,1115.0,195.0,50.8,40.1,264.0,62.1,48.5,510.0,24.0,4.7,25.0,0.66,13.4,159.0,20.0,34.0,4.18,0.09,0.26,0.11,-8.8,-9.0,13433.0,17736.0,75.7,248821.0,94797.0,5670.0,6722.0,84.3,5545.0,6642.0,83.5,1728.0,3126.0,55.3,340.0,987.0,288.0,93.0,1430.0,15790.0,1888.0,463.0,55.0,165.0,804.0,203.0,105.0,80.0,2.0,853.0,58.0,362.0,805.0,21.18,536.0,86.0,69.0,51.0,67.0,1.76,47.0,4.0,9.0,3.0,0.0,671.0,408.0,328.0,262.0,81.0,372.0,111.0,261.0,408.0,778.0,13.0,22035.0,2514.0,7389.0,9561.0,5301.0,838.0,22034.0,12432.0,623.0,502.0,146.0,13344.0,593.0,345.0,3.0,472.0,394.0,58.0,0.0,4.0,3.0,1966.0,860.0,835.0,50.7
Leicester City,24.0,57.1,38.0,418.0,3420.0,65.0,48.0,5.0,7.0,43.0,3.0,1.71,1.26,2.97,1.58,2.84,62.2,56.7,1.64,1.49,38.0,38.0,3420.0,41.0,1.08,135.0,94.0,75.6,18.0,8.0,12.0,13.0,34.2,10.0,8.0,2.0,0.0,38.0,0.0,5.0,2.0,44.3,0.26,5.3,0.14,180.0,398.0,45.2,951.0,159.0,31.5,33.0,241.0,40.7,36.1,507.0,14.0,2.8,34.0,0.89,17.2,183.0,20.0,34.3,4.82,0.11,0.33,0.11,2.8,3.3,17600.0,21800.0,80.7,304569.0,102390.0,8018.0,9016.0,88.9,7415.0,8600.0,86.2,1655.0,2913.0,56.8,405.0,1283.0,313.0,72.0,1612.0,19817.0,1919.0,495.0,68.0,126.0,779.0,221.0,70.0,100.0,7.0,883.0,64.0,368.0,969.0,25.5,707.0,73.0,48.0,56.0,116.0,3.05,91.0,3.0,4.0,5.0,2.0,742.0,432.0,347.0,320.0,75.0,420.0,92.0,328.0,423.0,767.0,16.0,26247.0,2187.0,7814.0,12226.0,6415.0,925.0,26240.0,16018.0,739.0,561.0,223.0,17485.0,602.0,328.0,1.0,418.0,444.0,64.0,6.0,10.0,2.0,2104.0,659.0,674.0,49.4
Liverpool,24.0,62.9,38.0,418.0,3420.0,83.0,69.0,5.0,5.0,38.0,1.0,2.18,1.82,4.0,2.05,3.87,68.9,65.0,1.81,1.71,38.0,38.0,3418.0,33.0,0.87,107.0,75.0,70.1,32.0,3.0,3.0,15.0,39.5,1.0,1.0,0.0,0.0,38.0,1.0,2.0,1.0,27.1,0.25,-4.9,-0.13,121.0,288.0,42.0,1019.0,191.0,21.9,28.7,237.0,27.4,30.4,426.0,17.0,4.0,77.0,2.03,18.3,224.0,20.0,38.2,5.89,0.13,0.35,0.11,14.1,13.0,21276.0,25891.0,82.2,370796.0,117058.0,9557.0,10648.0,89.8,9007.0,10345.0,87.1,2038.0,3458.0,58.9,454.0,1630.0,477.0,93.0,1941.0,23952.0,1886.0,440.0,68.0,283.0,896.0,257.0,63.0,125.0,2.0,879.0,53.0,343.0,1044.0,27.47,800.0,77.0,54.0,36.0,148.0,3.89,108.0,11.0,9.0,8.0,2.0,550.0,325.0,195.0,243.0,112.0,302.0,68.0,234.0,352.0,634.0,25.0,29748.0,2077.0,7168.0,14888.0,7908.0,1193.0,29743.0,20165.0,967.0,782.0,252.0,21151.0,607.0,306.0,0.0,331.0,293.0,53.0,4.0,1.0,1.0,2194.0,655.0,588.0,52.7
Manchester City,24.0,66.2,38.0,418.0,3420.0,100.0,69.0,6.0,11.0,64.0,4.0,2.63,1.82,4.45,2.47,4.29,92.0,83.6,2.42,2.2,38.0,38.0,3418.0,35.0,0.92,110.0,76.0,70.9,26.0,3.0,9.0,17.0,44.7,3.0,3.0,0.0,0.0,38.0,1.0,4.0,1.0,34.1,0.29,0.1,0.0,92.0,227.0,40.5,1047.0,195.0,16.6,26.2,167.0,31.7,31.6,323.0,15.0,4.6,64.0,1.69,18.9,250.0,27.0,34.0,6.58,0.13,0.38,0.12,8.0,10.4,24557.0,28190.0,87.1,410039.0,117432.0,11773.0,12714.0,92.6,9821.0,10885.0,90.2,2121.0,2963.0,71.6,582.0,1819.0,553.0,89.0,2460.0,26549.0,1573.0,352.0,85.0,243.0,915.0,298.0,113.0,54.0,7.0,684.0,68.0,329.0,1356.0,35.68,1040.0,72.0,75.0,53.0,173.0,4.55,123.0,6.0,14.0,12.0,2.0,514.0,301.0,204.0,210.0,100.0,292.0,66.0,226.0,352.0,495.0,21.0,31884.0,2009.0,6806.0,15609.0,9720.0,1473.0,31873.0,23022.0,1199.0,964.0,377.0,24428.0,456.0,341.0,2.0,362.0,296.0,68.0,10.0,3.0,1.0,1959.0,515.0,498.0,50.8
Manchester Utd,29.0,55.8,38.0,418.0,3420.0,65.0,43.0,10.0,14.0,73.0,0.0,1.71,1.13,2.84,1.45,2.58,62.2,51.2,1.64,1.35,38.0,38.0,3420.0,36.0,0.95,131.0,96.0,74.8,18.0,12.0,8.0,13.0,34.2,3.0,3.0,0.0,0.0,38.0,1.0,8.0,1.0,34.7,0.25,-0.3,-0.01,83.0,262.0,31.7,672.0,153.0,28.4,30.6,268.0,26.5,29.0,489.0,10.0,2.0,22.0,0.58,15.0,201.0,33.0,37.9,5.29,0.1,0.27,0.1,2.8,3.8,17744.0,21725.0,81.7,294732.0,95208.0,8697.0,9751.0,89.2,6891.0,7957.0,86.6,1555.0,2646.0,58.8,402.0,1350.0,341.0,50.0,1788.0,19836.0,1833.0,466.0,64.0,171.0,635.0,204.0,86.0,63.0,11.0,822.0,56.0,381.0,978.0,25.74,766.0,50.0,36.0,56.0,112.0,2.95,86.0,4.0,2.0,12.0,1.0,579.0,333.0,267.0,231.0,81.0,360.0,99.0,261.0,379.0,703.0,14.0,25838.0,2167.0,7222.0,11840.0,6993.0,878.0,25824.0,14498.0,926.0,681.0,255.0,17632.0,559.0,396.0,0.0,423.0,427.0,56.0,12.0,3.0,1.0,2084.0,557.0,512.0,52.1
Newcastle Utd,28.0,39.0,38.0,418.0,3420.0,38.0,29.0,0.0,1.0,66.0,3.0,1.0,0.76,1.76,1.0,1.76,35.5,34.8,0.94,0.91,38.0,38.0,3420.0,58.0,1.53,195.0,139.0,71.3,11.0,11.0,16.0,11.0,28.9,2.0,2.0,0.0,0.0,38.0,3.0,8.0,2.0,63.0,0.32,7.0,0.18,288.0,750.0,38.4,749.0,119.0,60.7,42.0,340.0,86.8,58.3,686.0,21.0,3.1,26.0,0.68,11.6,132.0,14.0,33.2,3.47,0.1,0.29,0.09,2.5,3.2,10606.0,14566.0,72.8,189511.0,75573.0,4963.0,5792.0,85.7,3781.0,4800.0,78.8,1351.0,2818.0,47.9,299.0,685.0,181.0,62.0,844.0,12726.0,1765.0,463.0,18.0,151.0,591.0,151.0,68.0,45.0,13.0,715.0,75.0,304.0,705.0,18.55,491.0,75.0,38.0,37.0,62.0,1.63,41.0,6.0,6.0,4.0,1.0,603.0,357.0,364.0,198.0,41.0,402.0,152.0,250.0,391.0,988.0,19.0,18910.0,2401.0,7096.0,8182.0,3875.0,542.0,18909.0,9916.0,537.0,426.0,138.0,10525.0,594.0,288.0,0.0,370.0,423.0,75.0,0.0,2.0,2.0,1871.0,733.0,781.0,48.4
Norwich City,30.0,49.3,38.0,418.0,3420.0,25.0,18.0,2.0,2.0,68.0,3.0,0.66,0.47,1.13,0.61,1.08,37.0,35.4,0.97,0.93,38.0,38.0,3420.0,75.0,1.97,210.0,135.0,66.2,5.0,6.0,27.0,5.0,13.2,7.0,4.0,3.0,0.0,38.0,1.0,11.0,3.0,66.5,0.29,-5.5,-0.14,173.0,622.0,27.8,1292.0,211.0,36.0,34.5,349.0,45.0,38.6,682.0,30.0,4.4,26.0,0.68,12.8,126.0,16.0,31.0,3.32,0.06,0.18,0.09,-12.0,-12.4,14965.0,18869.0,79.3,243176.0,86282.0,7717.0,8664.0,89.1,5301.0,6196.0,85.6,1336.0,2696.0,49.6,304.0,913.0,210.0,32.0,1169.0,16961.0,1858.0,461.0,47.0,124.0,473.0,162.0,75.0,77.0,2.0,773.0,50.0,373.0,717.0,18.87,522.0,56.0,47.0,35.0,43.0,1.13,34.0,2.0,2.0,1.0,2.0,628.0,379.0,359.0,210.0,59.0,453.0,171.0,282.0,397.0,959.0,20.0,23409.0,3125.0,9058.0,9868.0,4701.0,661.0,23407.0,14090.0,673.0,476.0,177.0,14835.0,591.0,405.0,0.0,363.0,430.0,50.0,1.0,7.0,3.0,1989.0,518.0,673.0,43.5
Sheffield Utd,26.0,43.1,38.0,418.0,3420.0,36.0,25.0,1.0,1.0,63.0,2.0,0.95,0.66,1.61,0.92,1.58,43.0,42.2,1.13,1.11,38.0,38.0,3420.0,39.0,1.03,139.0,99.0,72.7,14.0,12.0,12.0,13.0,34.2,3.0,1.0,1.0,1.0,38.0,0.0,2.0,0.0,43.7,0.32,4.7,0.12,270.0,872.0,31.0,816.0,110.0,74.4,51.9,272.0,97.4,69.1,572.0,20.0,3.5,23.0,0.61,12.3,109.0,4.0,31.0,2.87,0.1,0.32,0.12,-7.0,-7.2,12125.0,16858.0,71.9,222335.0,83887.0,5714.0,6687.0,85.4,4480.0,5657.0,79.2,1579.0,3404.0,46.4,269.0,1053.0,282.0,97.0,1352.0,14962.0,1818.0,375.0,15.0,206.0,866.0,212.0,150.0,18.0,18.0,882.0,78.0,341.0,630.0,16.58,457.0,62.0,38.0,23.0,63.0,1.66,47.0,3.0,6.0,1.0,0.0,611.0,377.0,304.0,229.0,78.0,336.0,106.0,230.0,420.0,931.0,16.0,21000.0,2180.0,6190.0,8918.0,6070.0,733.0,20999.0,9508.0,493.0,375.0,116.0,12015.0,519.0,292.0,1.0,412.0,306.0,78.0,1.0,3.0,0.0,2041.0,946.0,886.0,51.6
Southampton,25.0,48.9,38.0,418.0,3420.0,51.0,32.0,2.0,5.0,55.0,4.0,1.34,0.84,2.18,1.29,2.13,56.1,52.1,1.48,1.37,38.0,38.0,3420.0,60.0,1.58,168.0,108.0,66.1,15.0,7.0,16.0,9.0,23.7,4.0,3.0,1.0,0.0,38.0,1.0,5.0,1.0,54.7,0.31,-4.3,-0.11,229.0,706.0,32.4,824.0,103.0,59.8,41.8,255.0,83.5,56.2,578.0,29.0,5.0,39.0,1.03,13.7,171.0,27.0,34.6,4.5,0.1,0.29,0.11,-5.1,-3.1,12488.0,17468.0,71.5,218809.0,83466.0,5869.0,7035.0,83.4,5027.0,6478.0,77.6,1240.0,2921.0,42.5,340.0,1019.0,282.0,70.0,1335.0,15450.0,1960.0,448.0,27.0,133.0,690.0,210.0,106.0,87.0,5.0,950.0,58.0,331.0,843.0,22.18,560.0,74.0,53.0,60.0,77.0,2.03,41.0,3.0,8.0,7.0,3.0,706.0,416.0,325.0,287.0,94.0,488.0,124.0,364.0,425.0,867.0,21.0,22200.0,2123.0,6196.0,10753.0,5497.0,811.0,22196.0,10579.0,628.0,459.0,182.0,12363.0,654.0,362.0,1.0,450.0,388.0,58.0,4.0,4.0,1.0,2150.0,810.0,878.0,48.0
Tottenham,29.0,52.0,38.0,418.0,3420.0,56.0,39.0,3.0,4.0,84.0,3.0,1.47,1.03,2.5,1.39,2.42,47.9,44.7,1.26,1.18,38.0,38.0,3420.0,47.0,1.24,181.0,134.0,76.8,16.0,11.0,11.0,8.0,21.1,7.0,5.0,2.0,0.0,38.0,1.0,4.0,2.0,53.0,0.26,8.0,0.21,167.0,484.0,34.5,798.0,160.0,39.7,34.3,292.0,57.2,41.7,574.0,23.0,4.0,24.0,0.63,13.7,154.0,21.0,35.0,4.05,0.12,0.34,0.1,8.1,8.3,16101.0,20296.0,79.3,268557.0,90635.0,7859.0,8877.0,88.5,6303.0,7463.0,84.5,1350.0,2655.0,50.8,339.0,1077.0,283.0,47.0,1410.0,18404.0,1826.0,464.0,79.0,113.0,641.0,200.0,116.0,51.0,1.0,785.0,66.0,344.0,779.0,20.5,589.0,43.0,37.0,38.0,94.0,2.47,62.0,3.0,10.0,4.0,2.0,665.0,415.0,331.0,281.0,53.0,441.0,148.0,293.0,381.0,894.0,24.0,24729.0,2568.0,7603.0,11826.0,5549.0,710.0,24725.0,15489.0,768.0,573.0,182.0,15997.0,577.0,437.0,1.0,423.0,424.0,66.0,4.0,7.0,2.0,2022.0,642.0,671.0,48.9
Watford,26.0,42.9,38.0,418.0,3420.0,35.0,21.0,7.0,8.0,80.0,3.0,0.92,0.55,1.47,0.74,1.29,48.9,42.6,1.29,1.12,38.0,38.0,3420.0,64.0,1.68,178.0,116.0,68.5,8.0,10.0,20.0,9.0,23.7,9.0,8.0,1.0,0.0,38.0,3.0,7.0,3.0,62.6,0.31,1.6,0.04,302.0,923.0,32.7,912.0,118.0,71.7,46.9,295.0,91.2,62.2,581.0,30.0,5.2,55.0,1.45,15.9,112.0,18.0,26.9,2.95,0.07,0.25,0.1,-13.9,-14.6,11230.0,15775.0,71.2,192764.0,78762.0,5578.0,6640.0,84.0,3901.0,5075.0,76.9,1244.0,2868.0,43.4,303.0,848.0,253.0,69.0,1168.0,13907.0,1800.0,398.0,11.0,134.0,684.0,167.0,92.0,49.0,2.0,838.0,68.0,285.0,725.0,19.08,498.0,69.0,42.0,56.0,58.0,1.53,34.0,6.0,4.0,8.0,3.0,657.0,369.0,347.0,249.0,61.0,396.0,135.0,261.0,424.0,869.0,4.0,20081.0,2134.0,6250.0,8911.0,5148.0,805.0,20073.0,10429.0,578.0,446.0,162.0,11126.0,549.0,348.0,2.0,481.0,342.0,68.0,7.0,9.0,3.0,1996.0,823.0,802.0,50.6
West Ham,29.0,44.1,38.0,418.0,3420.0,49.0,36.0,4.0,4.0,64.0,1.0,1.29,0.95,2.24,1.18,2.13,48.6,45.4,1.28,1.2,38.0,38.0,3420.0,62.0,1.63,187.0,127.0,69.5,10.0,9.0,19.0,7.0,18.4,6.0,5.0,1.0,0.0,38.0,2.0,6.0,3.0,60.5,0.3,1.5,0.04,288.0,743.0,38.8,773.0,142.0,62.7,44.1,291.0,88.7,58.9,600.0,12.0,2.0,22.0,0.58,12.2,156.0,13.0,37.8,4.11,0.11,0.29,0.11,0.4,-0.4,12451.0,16861.0,73.8,221660.0,89417.0,6048.0,7124.0,84.9,4538.0,5680.0,79.9,1515.0,2997.0,50.6,328.0,1083.0,244.0,80.0,1377.0,14967.0,1828.0,432.0,38.0,156.0,737.0,190.0,111.0,54.0,6.0,815.0,66.0,358.0,735.0,19.34,514.0,78.0,42.0,47.0,89.0,2.34,62.0,7.0,7.0,8.0,0.0,696.0,417.0,374.0,263.0,59.0,383.0,117.0,266.0,421.0,789.0,16.0,20992.0,2159.0,6259.0,9681.0,5265.0,746.0,20988.0,11154.0,666.0,485.0,168.0,12348.0,496.0,322.0,1.0,387.0,345.0,66.0,3.0,6.0,3.0,2052.0,855.0,801.0,51.6
Wolves,21.0,48.3,38.0,418.0,3420.0,49.0,34.0,4.0,4.0,61.0,2.0,1.29,0.89,2.18,1.18,2.08,54.1,51.0,1.42,1.34,38.0,38.0,3420.0,40.0,1.05,129.0,88.0,69.8,15.0,14.0,9.0,13.0,34.2,3.0,1.0,2.0,0.0,38.0,1.0,6.0,1.0,35.5,0.26,-3.5,-0.09,250.0,528.0,47.3,578.0,127.0,53.1,39.0,283.0,78.1,48.7,530.0,20.0,3.8,11.0,0.29,11.7,142.0,13.0,31.1,3.74,0.1,0.32,0.11,-5.1,-6.0,14298.0,18474.0,77.4,266628.0,97026.0,5979.0,6942.0,86.1,5777.0,6928.0,83.4,1985.0,3308.0,60.0,339.0,1015.0,223.0,83.0,1338.0,16650.0,1775.0,405.0,40.0,203.0,718.0,193.0,55.0,80.0,0.0,816.0,49.0,323.0,801.0,21.08,541.0,70.0,47.0,46.0,83.0,2.18,53.0,6.0,8.0,7.0,0.0,646.0,367.0,358.0,227.0,61.0,378.0,109.0,269.0,437.0,702.0,23.0,22660.0,1987.0,6969.0,10797.0,5105.0,779.0,22656.0,11543.0,858.0,559.0,229.0,14176.0,540.0,338.0,2.0,407.0,360.0,49.0,4.0,3.0,1.0,2113.0,775.0,711.0,52.2
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 29.0 53.8 38.0 418.0 3420.0 56.0 35.0 3.0 3.0 88.0 5.0 1.47 0.92 2.39 1.39 2.32 47.0 44.6 1.24 1.17 38.0 38.0 3420.0 48.0 1.26 193.0 144.0 78.8 14.0 14.0 10.0 10.0 26.3 8.0 7.0 1.0 0.0 38.0 0.0 9.0 0.0 51.8 0.23 3.8 0.1 92.0 364.0 25.3 964.0 233.0 24.8 28.8 314.0 39.8 35.5 606.0 25.0 4.1 42.0 1.11 15.2 146.0 19.0 36.2 3.84 0.13 0.36 0.11 9.0 8.4 16634.0 20410.0 81.5 292657.0 94450.0 7259.0 8103.0 89.6 7300.0 8331.0 87.6 1596.0 2772.0 57.6 298.0 1164.0 311.0 63.0 1641.0 18463.0 1874.0 487.0 67.0 153.0 699.0 231.0 96.0 71.0 3.0 756.0 73.0 320.0 709.0 18.66 501.0 59.0 48.0 33.0 85.0 2.24 57.0 5.0 9.0 4.0 6.0 584.0 336.0 296.0 217.0 71.0 398.0 141.0 257.0 351.0 754.0 18.0 24424.0 2737.0 8368.0 10648.0 5628.0 821.0 24421.0 14410.0 815.0 534.0 209.0 16527.0 547.0 370.0 1.0 421.0 437.0 73.0 2.0 8.0 0.0 1861.0 501.0 589.0 46.0
3 Aston Villa 28.0 44.1 38.0 418.0 3420.0 40.0 32.0 1.0 3.0 70.0 1.0 1.05 0.84 1.89 1.03 1.87 44.3 41.8 1.16 1.1 38.0 38.0 3420.0 67.0 1.76 182.0 115.0 65.9 9.0 8.0 21.0 7.0 18.4 6.0 5.0 1.0 0.0 38.0 1.0 9.0 1.0 51.6 0.25 -14.4 -0.38 240.0 665.0 36.1 862.0 179.0 50.1 38.7 343.0 67.9 49.4 628.0 23.0 3.7 28.0 0.74 13.5 147.0 21.0 32.5 3.87 0.09 0.27 0.09 -4.3 -2.8 11652.0 15672.0 74.3 217478.0 84204.0 5074.0 5895.0 86.1 4810.0 5882.0 81.8 1480.0 3002.0 49.3 369.0 908.0 270.0 95.0 1247.0 13604.0 2006.0 562.0 17.0 153.0 798.0 200.0 109.0 34.0 8.0 797.0 62.0 307.0 828.0 21.79 599.0 88.0 36.0 56.0 72.0 1.89 48.0 8.0 4.0 7.0 0.0 523.0 291.0 285.0 174.0 64.0 456.0 184.0 272.0 423.0 928.0 26.0 19977.0 2658.0 7038.0 8203.0 4969.0 695.0 19974.0 10317.0 639.0 476.0 139.0 11546.0 546.0 313.0 1.0 451.0 525.0 62.0 2.0 6.0 1.0 1900.0 705.0 742.0 48.7
4 Bournemouth 27.0 44.1 38.0 418.0 3420.0 38.0 24.0 4.0 4.0 78.0 3.0 1.0 0.63 1.63 0.89 1.53 44.8 41.7 1.18 1.1 38.0 38.0 3420.0 65.0 1.71 192.0 126.0 68.8 9.0 7.0 22.0 5.0 13.2 6.0 5.0 1.0 0.0 38.0 4.0 4.0 0.0 62.6 0.3 -2.4 -0.06 185.0 616.0 30.0 866.0 190.0 47.5 39.0 295.0 69.5 53.2 603.0 20.0 3.3 26.0 0.68 11.7 117.0 21.0 30.4 3.08 0.09 0.29 0.11 -6.8 -7.7 12042.0 16387.0 73.5 208869.0 82509.0 5798.0 6832.0 84.9 4689.0 5821.0 80.6 1231.0 2655.0 46.4 280.0 921.0 227.0 49.0 1256.0 14488.0 1832.0 450.0 28.0 92.0 646.0 194.0 104.0 57.0 0.0 790.0 67.0 390.0 669.0 17.61 472.0 69.0 39.0 47.0 63.0 1.66 36.0 6.0 8.0 6.0 0.0 507.0 299.0 254.0 206.0 47.0 439.0 160.0 279.0 475.0 1008.0 16.0 20872.0 2556.0 7472.0 8683.0 4916.0 717.0 20868.0 12070.0 601.0 424.0 136.0 11946.0 571.0 384.0 2.0 369.0 388.0 67.0 2.0 6.0 0.0 1979.0 792.0 835.0 48.7
5 Brighton 25.0 52.2 38.0 418.0 3420.0 35.0 24.0 1.0 2.0 59.0 2.0 0.92 0.63 1.55 0.89 1.53 45.4 43.8 1.2 1.15 38.0 38.0 3420.0 54.0 1.42 168.0 116.0 69.0 9.0 14.0 15.0 9.0 23.7 2.0 2.0 0.0 0.0 38.0 0.0 7.0 2.0 50.2 0.29 -1.8 -0.05 207.0 412.0 50.2 1201.0 255.0 25.3 29.0 274.0 39.4 33.4 526.0 20.0 3.8 26.0 0.68 13.7 139.0 11.0 30.2 3.66 0.07 0.24 0.1 -10.4 -9.8 15881.0 20056.0 79.2 290667.0 102483.0 6755.0 7803.0 86.6 7139.0 8265.0 86.4 1701.0 3003.0 56.6 343.0 1124.0 294.0 62.0 1675.0 18194.0 1791.0 394.0 34.0 200.0 689.0 178.0 78.0 78.0 0.0 853.0 71.0 365.0 804.0 21.16 599.0 73.0 48.0 40.0 65.0 1.71 44.0 9.0 2.0 5.0 0.0 641.0 379.0 295.0 269.0 77.0 437.0 137.0 300.0 419.0 750.0 15.0 24387.0 2721.0 8174.0 10724.0 5693.0 770.0 24385.0 13074.0 669.0 502.0 165.0 15782.0 626.0 399.0 1.0 386.0 325.0 71.0 2.0 2.0 2.0 2065.0 690.0 577.0 54.5
6 Burnley 22.0 41.9 38.0 418.0 3420.0 41.0 30.0 3.0 3.0 67.0 0.0 1.08 0.79 1.87 1.0 1.79 47.4 45.3 1.25 1.19 38.0 38.0 3420.0 50.0 1.32 167.0 117.0 72.5 15.0 9.0 14.0 15.0 39.5 5.0 4.0 1.0 0.0 38.0 0.0 7.0 1.0 45.7 0.25 -3.3 -0.09 263.0 870.0 30.2 883.0 180.0 67.6 47.1 304.0 89.8 63.7 623.0 52.0 8.3 48.0 1.26 14.9 124.0 18.0 32.3 3.26 0.1 0.31 0.12 -6.4 -7.3 10049.0 14694.0 68.4 181797.0 76083.0 4700.0 5595.0 84.0 3686.0 4854.0 75.9 1295.0 3221.0 40.2 280.0 787.0 217.0 99.0 890.0 12767.0 1838.0 408.0 29.0 99.0 743.0 170.0 158.0 1.0 0.0 868.0 89.0 287.0 667.0 17.55 459.0 83.0 44.0 45.0 71.0 1.87 47.0 10.0 6.0 3.0 1.0 547.0 344.0 238.0 241.0 68.0 450.0 175.0 275.0 387.0 901.0 15.0 18827.0 2224.0 5596.0 8993.0 4410.0 617.0 18823.0 8828.0 437.0 352.0 71.0 9969.0 509.0 291.0 0.0 412.0 369.0 89.0 1.0 5.0 1.0 1860.0 937.0 917.0 50.5
7 Chelsea 27.0 60.4 38.0 418.0 3420.0 69.0 46.0 7.0 7.0 60.0 0.0 1.82 1.21 3.03 1.63 2.84 69.2 64.4 1.82 1.7 38.0 38.0 3420.0 54.0 1.42 115.0 64.0 54.8 20.0 6.0 12.0 9.0 23.7 2.0 2.0 0.0 0.0 38.0 2.0 9.0 3.0 37.5 0.31 -13.5 -0.36 102.0 302.0 33.8 1028.0 168.0 22.0 28.7 226.0 33.6 32.7 389.0 21.0 5.4 38.0 1.0 16.0 210.0 29.0 34.0 5.53 0.1 0.3 0.11 -0.2 -2.4 20958.0 25213.0 83.1 352088.0 108966.0 9753.0 10903.0 89.5 8527.0 9698.0 87.9 1843.0 2989.0 61.7 459.0 1463.0 411.0 108.0 1897.0 23308.0 1842.0 401.0 61.0 215.0 862.0 247.0 106.0 82.0 2.0 876.0 63.0 361.0 1121.0 29.5 847.0 86.0 64.0 52.0 123.0 3.24 86.0 6.0 9.0 10.0 2.0 638.0 362.0 304.0 258.0 76.0 361.0 91.0 270.0 459.0 631.0 14.0 29489.0 2281.0 8311.0 13996.0 7423.0 1063.0 29482.0 18488.0 983.0 725.0 222.0 20848.0 583.0 414.0 0.0 386.0 384.0 63.0 6.0 2.0 3.0 2210.0 703.0 701.0 50.1
8 Crystal Palace 25.0 44.8 38.0 418.0 3420.0 29.0 20.0 3.0 3.0 62.0 2.0 0.76 0.53 1.29 0.68 1.21 35.8 33.6 0.94 0.88 38.0 38.0 3420.0 50.0 1.32 172.0 124.0 70.9 11.0 10.0 17.0 10.0 26.3 1.0 0.0 0.0 1.0 38.0 1.0 5.0 2.0 55.7 0.34 7.7 0.2 237.0 710.0 33.4 848.0 180.0 53.4 39.6 313.0 82.1 57.4 651.0 23.0 3.5 27.0 0.71 12.4 115.0 15.0 30.8 3.03 0.07 0.23 0.09 -6.8 -7.6 12274.0 16395.0 74.9 212859.0 86923.0 5857.0 6822.0 85.9 4679.0 5712.0 81.9 1307.0 2747.0 47.6 265.0 910.0 243.0 47.0 1223.0 14377.0 1965.0 501.0 19.0 79.0 588.0 177.0 93.0 32.0 36.0 886.0 53.0 318.0 643.0 16.92 427.0 68.0 36.0 46.0 53.0 1.39 37.0 3.0 4.0 5.0 0.0 686.0 390.0 367.0 244.0 75.0 399.0 135.0 264.0 444.0 856.0 18.0 20928.0 2377.0 7276.0 9017.0 4876.0 793.0 20925.0 10305.0 596.0 428.0 198.0 12187.0 611.0 479.0 0.0 424.0 479.0 53.0 2.0 1.0 2.0 1915.0 771.0 776.0 49.8
9 Everton 24.0 49.0 38.0 418.0 3420.0 42.0 32.0 1.0 1.0 76.0 3.0 1.11 0.84 1.95 1.08 1.92 50.8 50.0 1.34 1.32 38.0 38.0 3420.0 56.0 1.47 147.0 94.0 63.9 13.0 10.0 15.0 9.0 23.7 4.0 3.0 0.0 1.0 38.0 3.0 5.0 3.0 50.2 0.32 -2.8 -0.07 270.0 730.0 37.0 1115.0 195.0 50.8 40.1 264.0 62.1 48.5 510.0 24.0 4.7 25.0 0.66 13.4 159.0 20.0 34.0 4.18 0.09 0.26 0.11 -8.8 -9.0 13433.0 17736.0 75.7 248821.0 94797.0 5670.0 6722.0 84.3 5545.0 6642.0 83.5 1728.0 3126.0 55.3 340.0 987.0 288.0 93.0 1430.0 15790.0 1888.0 463.0 55.0 165.0 804.0 203.0 105.0 80.0 2.0 853.0 58.0 362.0 805.0 21.18 536.0 86.0 69.0 51.0 67.0 1.76 47.0 4.0 9.0 3.0 0.0 671.0 408.0 328.0 262.0 81.0 372.0 111.0 261.0 408.0 778.0 13.0 22035.0 2514.0 7389.0 9561.0 5301.0 838.0 22034.0 12432.0 623.0 502.0 146.0 13344.0 593.0 345.0 3.0 472.0 394.0 58.0 0.0 4.0 3.0 1966.0 860.0 835.0 50.7
10 Leicester City 24.0 57.1 38.0 418.0 3420.0 65.0 48.0 5.0 7.0 43.0 3.0 1.71 1.26 2.97 1.58 2.84 62.2 56.7 1.64 1.49 38.0 38.0 3420.0 41.0 1.08 135.0 94.0 75.6 18.0 8.0 12.0 13.0 34.2 10.0 8.0 2.0 0.0 38.0 0.0 5.0 2.0 44.3 0.26 5.3 0.14 180.0 398.0 45.2 951.0 159.0 31.5 33.0 241.0 40.7 36.1 507.0 14.0 2.8 34.0 0.89 17.2 183.0 20.0 34.3 4.82 0.11 0.33 0.11 2.8 3.3 17600.0 21800.0 80.7 304569.0 102390.0 8018.0 9016.0 88.9 7415.0 8600.0 86.2 1655.0 2913.0 56.8 405.0 1283.0 313.0 72.0 1612.0 19817.0 1919.0 495.0 68.0 126.0 779.0 221.0 70.0 100.0 7.0 883.0 64.0 368.0 969.0 25.5 707.0 73.0 48.0 56.0 116.0 3.05 91.0 3.0 4.0 5.0 2.0 742.0 432.0 347.0 320.0 75.0 420.0 92.0 328.0 423.0 767.0 16.0 26247.0 2187.0 7814.0 12226.0 6415.0 925.0 26240.0 16018.0 739.0 561.0 223.0 17485.0 602.0 328.0 1.0 418.0 444.0 64.0 6.0 10.0 2.0 2104.0 659.0 674.0 49.4
11 Liverpool 24.0 62.9 38.0 418.0 3420.0 83.0 69.0 5.0 5.0 38.0 1.0 2.18 1.82 4.0 2.05 3.87 68.9 65.0 1.81 1.71 38.0 38.0 3418.0 33.0 0.87 107.0 75.0 70.1 32.0 3.0 3.0 15.0 39.5 1.0 1.0 0.0 0.0 38.0 1.0 2.0 1.0 27.1 0.25 -4.9 -0.13 121.0 288.0 42.0 1019.0 191.0 21.9 28.7 237.0 27.4 30.4 426.0 17.0 4.0 77.0 2.03 18.3 224.0 20.0 38.2 5.89 0.13 0.35 0.11 14.1 13.0 21276.0 25891.0 82.2 370796.0 117058.0 9557.0 10648.0 89.8 9007.0 10345.0 87.1 2038.0 3458.0 58.9 454.0 1630.0 477.0 93.0 1941.0 23952.0 1886.0 440.0 68.0 283.0 896.0 257.0 63.0 125.0 2.0 879.0 53.0 343.0 1044.0 27.47 800.0 77.0 54.0 36.0 148.0 3.89 108.0 11.0 9.0 8.0 2.0 550.0 325.0 195.0 243.0 112.0 302.0 68.0 234.0 352.0 634.0 25.0 29748.0 2077.0 7168.0 14888.0 7908.0 1193.0 29743.0 20165.0 967.0 782.0 252.0 21151.0 607.0 306.0 0.0 331.0 293.0 53.0 4.0 1.0 1.0 2194.0 655.0 588.0 52.7
12 Manchester City 24.0 66.2 38.0 418.0 3420.0 100.0 69.0 6.0 11.0 64.0 4.0 2.63 1.82 4.45 2.47 4.29 92.0 83.6 2.42 2.2 38.0 38.0 3418.0 35.0 0.92 110.0 76.0 70.9 26.0 3.0 9.0 17.0 44.7 3.0 3.0 0.0 0.0 38.0 1.0 4.0 1.0 34.1 0.29 0.1 0.0 92.0 227.0 40.5 1047.0 195.0 16.6 26.2 167.0 31.7 31.6 323.0 15.0 4.6 64.0 1.69 18.9 250.0 27.0 34.0 6.58 0.13 0.38 0.12 8.0 10.4 24557.0 28190.0 87.1 410039.0 117432.0 11773.0 12714.0 92.6 9821.0 10885.0 90.2 2121.0 2963.0 71.6 582.0 1819.0 553.0 89.0 2460.0 26549.0 1573.0 352.0 85.0 243.0 915.0 298.0 113.0 54.0 7.0 684.0 68.0 329.0 1356.0 35.68 1040.0 72.0 75.0 53.0 173.0 4.55 123.0 6.0 14.0 12.0 2.0 514.0 301.0 204.0 210.0 100.0 292.0 66.0 226.0 352.0 495.0 21.0 31884.0 2009.0 6806.0 15609.0 9720.0 1473.0 31873.0 23022.0 1199.0 964.0 377.0 24428.0 456.0 341.0 2.0 362.0 296.0 68.0 10.0 3.0 1.0 1959.0 515.0 498.0 50.8
13 Manchester Utd 29.0 55.8 38.0 418.0 3420.0 65.0 43.0 10.0 14.0 73.0 0.0 1.71 1.13 2.84 1.45 2.58 62.2 51.2 1.64 1.35 38.0 38.0 3420.0 36.0 0.95 131.0 96.0 74.8 18.0 12.0 8.0 13.0 34.2 3.0 3.0 0.0 0.0 38.0 1.0 8.0 1.0 34.7 0.25 -0.3 -0.01 83.0 262.0 31.7 672.0 153.0 28.4 30.6 268.0 26.5 29.0 489.0 10.0 2.0 22.0 0.58 15.0 201.0 33.0 37.9 5.29 0.1 0.27 0.1 2.8 3.8 17744.0 21725.0 81.7 294732.0 95208.0 8697.0 9751.0 89.2 6891.0 7957.0 86.6 1555.0 2646.0 58.8 402.0 1350.0 341.0 50.0 1788.0 19836.0 1833.0 466.0 64.0 171.0 635.0 204.0 86.0 63.0 11.0 822.0 56.0 381.0 978.0 25.74 766.0 50.0 36.0 56.0 112.0 2.95 86.0 4.0 2.0 12.0 1.0 579.0 333.0 267.0 231.0 81.0 360.0 99.0 261.0 379.0 703.0 14.0 25838.0 2167.0 7222.0 11840.0 6993.0 878.0 25824.0 14498.0 926.0 681.0 255.0 17632.0 559.0 396.0 0.0 423.0 427.0 56.0 12.0 3.0 1.0 2084.0 557.0 512.0 52.1
14 Newcastle Utd 28.0 39.0 38.0 418.0 3420.0 38.0 29.0 0.0 1.0 66.0 3.0 1.0 0.76 1.76 1.0 1.76 35.5 34.8 0.94 0.91 38.0 38.0 3420.0 58.0 1.53 195.0 139.0 71.3 11.0 11.0 16.0 11.0 28.9 2.0 2.0 0.0 0.0 38.0 3.0 8.0 2.0 63.0 0.32 7.0 0.18 288.0 750.0 38.4 749.0 119.0 60.7 42.0 340.0 86.8 58.3 686.0 21.0 3.1 26.0 0.68 11.6 132.0 14.0 33.2 3.47 0.1 0.29 0.09 2.5 3.2 10606.0 14566.0 72.8 189511.0 75573.0 4963.0 5792.0 85.7 3781.0 4800.0 78.8 1351.0 2818.0 47.9 299.0 685.0 181.0 62.0 844.0 12726.0 1765.0 463.0 18.0 151.0 591.0 151.0 68.0 45.0 13.0 715.0 75.0 304.0 705.0 18.55 491.0 75.0 38.0 37.0 62.0 1.63 41.0 6.0 6.0 4.0 1.0 603.0 357.0 364.0 198.0 41.0 402.0 152.0 250.0 391.0 988.0 19.0 18910.0 2401.0 7096.0 8182.0 3875.0 542.0 18909.0 9916.0 537.0 426.0 138.0 10525.0 594.0 288.0 0.0 370.0 423.0 75.0 0.0 2.0 2.0 1871.0 733.0 781.0 48.4
15 Norwich City 30.0 49.3 38.0 418.0 3420.0 25.0 18.0 2.0 2.0 68.0 3.0 0.66 0.47 1.13 0.61 1.08 37.0 35.4 0.97 0.93 38.0 38.0 3420.0 75.0 1.97 210.0 135.0 66.2 5.0 6.0 27.0 5.0 13.2 7.0 4.0 3.0 0.0 38.0 1.0 11.0 3.0 66.5 0.29 -5.5 -0.14 173.0 622.0 27.8 1292.0 211.0 36.0 34.5 349.0 45.0 38.6 682.0 30.0 4.4 26.0 0.68 12.8 126.0 16.0 31.0 3.32 0.06 0.18 0.09 -12.0 -12.4 14965.0 18869.0 79.3 243176.0 86282.0 7717.0 8664.0 89.1 5301.0 6196.0 85.6 1336.0 2696.0 49.6 304.0 913.0 210.0 32.0 1169.0 16961.0 1858.0 461.0 47.0 124.0 473.0 162.0 75.0 77.0 2.0 773.0 50.0 373.0 717.0 18.87 522.0 56.0 47.0 35.0 43.0 1.13 34.0 2.0 2.0 1.0 2.0 628.0 379.0 359.0 210.0 59.0 453.0 171.0 282.0 397.0 959.0 20.0 23409.0 3125.0 9058.0 9868.0 4701.0 661.0 23407.0 14090.0 673.0 476.0 177.0 14835.0 591.0 405.0 0.0 363.0 430.0 50.0 1.0 7.0 3.0 1989.0 518.0 673.0 43.5
16 Sheffield Utd 26.0 43.1 38.0 418.0 3420.0 36.0 25.0 1.0 1.0 63.0 2.0 0.95 0.66 1.61 0.92 1.58 43.0 42.2 1.13 1.11 38.0 38.0 3420.0 39.0 1.03 139.0 99.0 72.7 14.0 12.0 12.0 13.0 34.2 3.0 1.0 1.0 1.0 38.0 0.0 2.0 0.0 43.7 0.32 4.7 0.12 270.0 872.0 31.0 816.0 110.0 74.4 51.9 272.0 97.4 69.1 572.0 20.0 3.5 23.0 0.61 12.3 109.0 4.0 31.0 2.87 0.1 0.32 0.12 -7.0 -7.2 12125.0 16858.0 71.9 222335.0 83887.0 5714.0 6687.0 85.4 4480.0 5657.0 79.2 1579.0 3404.0 46.4 269.0 1053.0 282.0 97.0 1352.0 14962.0 1818.0 375.0 15.0 206.0 866.0 212.0 150.0 18.0 18.0 882.0 78.0 341.0 630.0 16.58 457.0 62.0 38.0 23.0 63.0 1.66 47.0 3.0 6.0 1.0 0.0 611.0 377.0 304.0 229.0 78.0 336.0 106.0 230.0 420.0 931.0 16.0 21000.0 2180.0 6190.0 8918.0 6070.0 733.0 20999.0 9508.0 493.0 375.0 116.0 12015.0 519.0 292.0 1.0 412.0 306.0 78.0 1.0 3.0 0.0 2041.0 946.0 886.0 51.6
17 Southampton 25.0 48.9 38.0 418.0 3420.0 51.0 32.0 2.0 5.0 55.0 4.0 1.34 0.84 2.18 1.29 2.13 56.1 52.1 1.48 1.37 38.0 38.0 3420.0 60.0 1.58 168.0 108.0 66.1 15.0 7.0 16.0 9.0 23.7 4.0 3.0 1.0 0.0 38.0 1.0 5.0 1.0 54.7 0.31 -4.3 -0.11 229.0 706.0 32.4 824.0 103.0 59.8 41.8 255.0 83.5 56.2 578.0 29.0 5.0 39.0 1.03 13.7 171.0 27.0 34.6 4.5 0.1 0.29 0.11 -5.1 -3.1 12488.0 17468.0 71.5 218809.0 83466.0 5869.0 7035.0 83.4 5027.0 6478.0 77.6 1240.0 2921.0 42.5 340.0 1019.0 282.0 70.0 1335.0 15450.0 1960.0 448.0 27.0 133.0 690.0 210.0 106.0 87.0 5.0 950.0 58.0 331.0 843.0 22.18 560.0 74.0 53.0 60.0 77.0 2.03 41.0 3.0 8.0 7.0 3.0 706.0 416.0 325.0 287.0 94.0 488.0 124.0 364.0 425.0 867.0 21.0 22200.0 2123.0 6196.0 10753.0 5497.0 811.0 22196.0 10579.0 628.0 459.0 182.0 12363.0 654.0 362.0 1.0 450.0 388.0 58.0 4.0 4.0 1.0 2150.0 810.0 878.0 48.0
18 Tottenham 29.0 52.0 38.0 418.0 3420.0 56.0 39.0 3.0 4.0 84.0 3.0 1.47 1.03 2.5 1.39 2.42 47.9 44.7 1.26 1.18 38.0 38.0 3420.0 47.0 1.24 181.0 134.0 76.8 16.0 11.0 11.0 8.0 21.1 7.0 5.0 2.0 0.0 38.0 1.0 4.0 2.0 53.0 0.26 8.0 0.21 167.0 484.0 34.5 798.0 160.0 39.7 34.3 292.0 57.2 41.7 574.0 23.0 4.0 24.0 0.63 13.7 154.0 21.0 35.0 4.05 0.12 0.34 0.1 8.1 8.3 16101.0 20296.0 79.3 268557.0 90635.0 7859.0 8877.0 88.5 6303.0 7463.0 84.5 1350.0 2655.0 50.8 339.0 1077.0 283.0 47.0 1410.0 18404.0 1826.0 464.0 79.0 113.0 641.0 200.0 116.0 51.0 1.0 785.0 66.0 344.0 779.0 20.5 589.0 43.0 37.0 38.0 94.0 2.47 62.0 3.0 10.0 4.0 2.0 665.0 415.0 331.0 281.0 53.0 441.0 148.0 293.0 381.0 894.0 24.0 24729.0 2568.0 7603.0 11826.0 5549.0 710.0 24725.0 15489.0 768.0 573.0 182.0 15997.0 577.0 437.0 1.0 423.0 424.0 66.0 4.0 7.0 2.0 2022.0 642.0 671.0 48.9
19 Watford 26.0 42.9 38.0 418.0 3420.0 35.0 21.0 7.0 8.0 80.0 3.0 0.92 0.55 1.47 0.74 1.29 48.9 42.6 1.29 1.12 38.0 38.0 3420.0 64.0 1.68 178.0 116.0 68.5 8.0 10.0 20.0 9.0 23.7 9.0 8.0 1.0 0.0 38.0 3.0 7.0 3.0 62.6 0.31 1.6 0.04 302.0 923.0 32.7 912.0 118.0 71.7 46.9 295.0 91.2 62.2 581.0 30.0 5.2 55.0 1.45 15.9 112.0 18.0 26.9 2.95 0.07 0.25 0.1 -13.9 -14.6 11230.0 15775.0 71.2 192764.0 78762.0 5578.0 6640.0 84.0 3901.0 5075.0 76.9 1244.0 2868.0 43.4 303.0 848.0 253.0 69.0 1168.0 13907.0 1800.0 398.0 11.0 134.0 684.0 167.0 92.0 49.0 2.0 838.0 68.0 285.0 725.0 19.08 498.0 69.0 42.0 56.0 58.0 1.53 34.0 6.0 4.0 8.0 3.0 657.0 369.0 347.0 249.0 61.0 396.0 135.0 261.0 424.0 869.0 4.0 20081.0 2134.0 6250.0 8911.0 5148.0 805.0 20073.0 10429.0 578.0 446.0 162.0 11126.0 549.0 348.0 2.0 481.0 342.0 68.0 7.0 9.0 3.0 1996.0 823.0 802.0 50.6
20 West Ham 29.0 44.1 38.0 418.0 3420.0 49.0 36.0 4.0 4.0 64.0 1.0 1.29 0.95 2.24 1.18 2.13 48.6 45.4 1.28 1.2 38.0 38.0 3420.0 62.0 1.63 187.0 127.0 69.5 10.0 9.0 19.0 7.0 18.4 6.0 5.0 1.0 0.0 38.0 2.0 6.0 3.0 60.5 0.3 1.5 0.04 288.0 743.0 38.8 773.0 142.0 62.7 44.1 291.0 88.7 58.9 600.0 12.0 2.0 22.0 0.58 12.2 156.0 13.0 37.8 4.11 0.11 0.29 0.11 0.4 -0.4 12451.0 16861.0 73.8 221660.0 89417.0 6048.0 7124.0 84.9 4538.0 5680.0 79.9 1515.0 2997.0 50.6 328.0 1083.0 244.0 80.0 1377.0 14967.0 1828.0 432.0 38.0 156.0 737.0 190.0 111.0 54.0 6.0 815.0 66.0 358.0 735.0 19.34 514.0 78.0 42.0 47.0 89.0 2.34 62.0 7.0 7.0 8.0 0.0 696.0 417.0 374.0 263.0 59.0 383.0 117.0 266.0 421.0 789.0 16.0 20992.0 2159.0 6259.0 9681.0 5265.0 746.0 20988.0 11154.0 666.0 485.0 168.0 12348.0 496.0 322.0 1.0 387.0 345.0 66.0 3.0 6.0 3.0 2052.0 855.0 801.0 51.6
21 Wolves 21.0 48.3 38.0 418.0 3420.0 49.0 34.0 4.0 4.0 61.0 2.0 1.29 0.89 2.18 1.18 2.08 54.1 51.0 1.42 1.34 38.0 38.0 3420.0 40.0 1.05 129.0 88.0 69.8 15.0 14.0 9.0 13.0 34.2 3.0 1.0 2.0 0.0 38.0 1.0 6.0 1.0 35.5 0.26 -3.5 -0.09 250.0 528.0 47.3 578.0 127.0 53.1 39.0 283.0 78.1 48.7 530.0 20.0 3.8 11.0 0.29 11.7 142.0 13.0 31.1 3.74 0.1 0.32 0.11 -5.1 -6.0 14298.0 18474.0 77.4 266628.0 97026.0 5979.0 6942.0 86.1 5777.0 6928.0 83.4 1985.0 3308.0 60.0 339.0 1015.0 223.0 83.0 1338.0 16650.0 1775.0 405.0 40.0 203.0 718.0 193.0 55.0 80.0 0.0 816.0 49.0 323.0 801.0 21.08 541.0 70.0 47.0 46.0 83.0 2.18 53.0 6.0 8.0 7.0 0.0 646.0 367.0 358.0 227.0 61.0 378.0 109.0 269.0 437.0 702.0 23.0 22660.0 1987.0 6969.0 10797.0 5105.0 779.0 22656.0 11543.0 858.0 559.0 229.0 14176.0 540.0 338.0 2.0 407.0 360.0 49.0 4.0 3.0 1.0 2113.0 775.0 711.0 52.2