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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/Eredivisie_2021-2022_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
Ajax,30.0,66.0,34.0,374.0,3060.0,94.0,71.0,6.0,9.0,35.0,1.0,2.76,2.09,4.85,2.59,4.68,94.3,87.4,2.77,2.57,34.0,34.0,3060.0,19.0,0.56,78.0,59.0,75.6,26.0,5.0,3.0,22.0,64.7,0.0,0.0,0.0,0.0,34.0,0.0,1.0,0.0,22.3,0.3,3.3,0.1,159.0,342.0,46.5,1110.0,166.0,28.1,30.1,129.0,23.3,29.5,271.0,13.0,4.8,34.0,1.0,17.4,234.0,15.0,34.8,6.88,0.13,0.38,0.13,-0.3,0.6,19110.0,23106.0,82.7,324470.0,118313.0,8886.0,10010.0,88.8,7945.0,9059.0,87.7,1666.0,2631.0,63.3,526.0,1914.0,657.0,115.0,2602.0,21479.0,1556.0,365.0,57.0,146.0,813.0,246.0,82.0,70.0,0.0,725.0,71.0,353.0,1229.0,36.15,953.0,101.0,79.0,40.0,165.0,4.85,125.0,9.0,18.0,6.0,3.0,551.0,336.0,211.0,234.0,106.0,335.0,70.0,265.0,328.0,409.0,8.0,27061.0,1796.0,6161.0,12075.0,9022.0,1584.0,27052.0,16669.0,811.0,569.0,244.0,18912.0,632.0,352.0,1.0,288.0,337.0,71.0,7.0,0.0,0.0,2208.0,609.0,407.0,59.9
AZ Alkmaar,28.0,55.8,34.0,374.0,3060.0,62.0,49.0,6.0,7.0,52.0,1.0,1.82,1.44,3.26,1.65,3.09,57.7,52.2,1.7,1.54,34.0,34.0,3060.0,44.0,1.29,133.0,89.0,66.9,18.0,7.0,9.0,4.0,11.8,0.0,0.0,0.0,0.0,34.0,2.0,7.0,0.0,38.0,0.29,-6.0,-0.18,215.0,567.0,37.9,1125.0,191.0,38.2,33.6,241.0,56.8,45.4,398.0,29.0,7.3,60.0,1.76,16.4,163.0,12.0,36.0,4.79,0.12,0.34,0.12,4.3,3.8,16048.0,20010.0,80.2,285231.0,101337.0,7169.0,8121.0,88.3,6792.0,7837.0,86.7,1645.0,2945.0,55.9,354.0,1246.0,382.0,110.0,1674.0,18390.0,1545.0,340.0,52.0,174.0,658.0,184.0,68.0,60.0,6.0,701.0,75.0,317.0,821.0,24.15,640.0,58.0,36.0,32.0,111.0,3.26,83.0,4.0,7.0,6.0,3.0,561.0,319.0,196.0,274.0,91.0,331.0,69.0,262.0,337.0,535.0,12.0,23895.0,2112.0,7069.0,11306.0,5711.0,822.0,23888.0,13468.0,600.0,488.0,135.0,15924.0,666.0,326.0,0.0,343.0,284.0,75.0,6.0,0.0,0.0,2084.0,585.0,580.0,50.2
Cambuur,27.0,48.3,34.0,374.0,3060.0,51.0,38.0,4.0,5.0,54.0,3.0,1.5,1.12,2.62,1.38,2.5,40.8,36.9,1.2,1.08,34.0,34.0,3060.0,70.0,2.06,206.0,137.0,66.5,11.0,6.0,17.0,4.0,11.8,2.0,1.0,0.0,1.0,34.0,0.0,12.0,1.0,56.2,0.27,-12.8,-0.38,278.0,665.0,41.8,1227.0,174.0,39.2,35.1,345.0,53.3,43.7,650.0,15.0,2.3,33.0,0.97,13.7,125.0,9.0,37.7,3.68,0.14,0.38,0.11,10.2,10.1,11540.0,15236.0,75.7,227383.0,84299.0,4391.0,5250.0,83.6,5123.0,6070.0,84.4,1733.0,3083.0,56.2,268.0,774.0,197.0,42.0,984.0,13489.0,1698.0,421.0,28.0,141.0,401.0,118.0,73.0,20.0,1.0,713.0,49.0,235.0,590.0,17.35,443.0,54.0,26.0,36.0,83.0,2.44,54.0,7.0,9.0,8.0,1.0,561.0,314.0,296.0,212.0,53.0,385.0,130.0,255.0,331.0,808.0,14.0,19259.0,2954.0,7785.0,8114.0,3555.0,502.0,19254.0,10152.0,508.0,388.0,111.0,11323.0,587.0,266.0,2.0,334.0,343.0,49.0,5.0,2.0,1.0,1796.0,476.0,569.0,45.6
Feyenoord,31.0,58.5,34.0,374.0,3060.0,75.0,57.0,3.0,4.0,41.0,0.0,2.21,1.68,3.88,2.12,3.79,72.4,69.3,2.13,2.04,34.0,34.0,3060.0,34.0,1.0,107.0,74.0,72.0,22.0,5.0,7.0,13.0,38.2,4.0,4.0,0.0,0.0,34.0,1.0,1.0,1.0,36.9,0.31,3.9,0.11,142.0,415.0,34.2,922.0,171.0,33.9,32.6,190.0,53.7,44.9,354.0,21.0,5.9,36.0,1.06,15.3,223.0,22.0,34.4,6.56,0.11,0.32,0.11,2.6,2.7,16169.0,20058.0,80.6,280250.0,99711.0,7438.0,8370.0,88.9,6510.0,7537.0,86.4,1647.0,2872.0,57.3,504.0,1485.0,432.0,81.0,1830.0,18393.0,1596.0,342.0,59.0,104.0,704.0,233.0,97.0,79.0,0.0,761.0,69.0,327.0,1140.0,33.53,838.0,95.0,66.0,40.0,121.0,3.56,76.0,8.0,16.0,3.0,3.0,594.0,366.0,234.0,251.0,109.0,347.0,75.0,272.0,313.0,455.0,14.0,23997.0,1816.0,5983.0,11420.0,6823.0,1161.0,23993.0,14667.0,837.0,545.0,251.0,16031.0,668.0,333.0,0.0,329.0,304.0,69.0,3.0,4.0,1.0,2240.0,497.0,434.0,53.4
Fortuna Sittard,29.0,43.4,34.0,374.0,3060.0,35.0,24.0,3.0,3.0,62.0,1.0,1.03,0.71,1.74,0.94,1.65,35.5,33.1,1.04,0.97,34.0,34.0,3060.0,67.0,1.97,200.0,133.0,67.0,10.0,5.0,19.0,8.0,23.5,2.0,1.0,1.0,0.0,34.0,1.0,8.0,1.0,65.2,0.32,-0.8,-0.02,258.0,638.0,40.4,958.0,111.0,47.3,37.5,295.0,62.7,45.6,573.0,15.0,2.6,32.0,0.94,13.7,123.0,19.0,36.4,3.62,0.09,0.26,0.1,-0.5,-1.1,9858.0,13809.0,71.4,193480.0,77880.0,3935.0,4746.0,82.9,4207.0,5288.0,79.6,1486.0,2970.0,50.0,249.0,714.0,179.0,50.0,889.0,12169.0,1593.0,357.0,24.0,114.0,527.0,134.0,46.0,81.0,0.0,690.0,47.0,264.0,594.0,17.47,389.0,73.0,32.0,39.0,59.0,1.74,40.0,4.0,6.0,6.0,0.0,534.0,300.0,280.0,193.0,61.0,422.0,157.0,265.0,375.0,883.0,14.0,17965.0,2628.0,7180.0,7537.0,3450.0,529.0,17961.0,8976.0,399.0,334.0,113.0,9754.0,619.0,264.0,0.0,380.0,313.0,47.0,2.0,2.0,1.0,1980.0,597.0,546.0,52.2
Go Ahead Eag,26.0,47.2,34.0,374.0,3060.0,36.0,27.0,2.0,2.0,39.0,5.0,1.06,0.79,1.85,1.0,1.79,36.4,34.9,1.07,1.03,34.0,34.0,3060.0,51.0,1.5,179.0,129.0,73.7,10.0,6.0,18.0,8.0,23.5,4.0,4.0,0.0,0.0,34.0,0.0,8.0,1.0,51.2,0.27,1.2,0.04,249.0,655.0,38.0,1170.0,179.0,42.0,36.7,269.0,61.0,46.5,628.0,30.0,4.8,30.0,0.88,12.2,123.0,10.0,34.5,3.62,0.1,0.28,0.1,-0.4,-0.9,11455.0,15556.0,73.6,210108.0,85365.0,4864.0,5786.0,84.1,4820.0,5879.0,82.0,1380.0,2815.0,49.0,260.0,794.0,228.0,66.0,1124.0,13814.0,1686.0,369.0,36.0,88.0,512.0,129.0,56.0,48.0,2.0,780.0,56.0,337.0,620.0,18.24,447.0,65.0,34.0,29.0,59.0,1.74,35.0,7.0,7.0,4.0,1.0,517.0,289.0,262.0,191.0,64.0,419.0,143.0,276.0,393.0,781.0,12.0,19791.0,2767.0,7641.0,8256.0,4071.0,629.0,19789.0,9842.0,449.0,311.0,93.0,11321.0,616.0,340.0,2.0,298.0,322.0,56.0,2.0,4.0,1.0,1996.0,557.0,652.0,46.1
Groningen,28.0,48.9,34.0,374.0,3060.0,39.0,27.0,1.0,1.0,55.0,4.0,1.15,0.79,1.94,1.12,1.91,39.1,38.3,1.15,1.13,34.0,34.0,3060.0,55.0,1.62,162.0,109.0,67.3,9.0,9.0,16.0,4.0,11.8,2.0,2.0,0.0,0.0,34.0,1.0,8.0,2.0,44.1,0.26,-8.9,-0.26,260.0,756.0,34.4,1489.0,210.0,40.0,35.5,259.0,62.2,48.9,443.0,18.0,4.1,49.0,1.44,15.6,136.0,19.0,34.9,4.0,0.1,0.28,0.1,-0.1,-0.3,11020.0,14950.0,73.7,232168.0,85977.0,3458.0,4218.0,82.0,5502.0,6487.0,84.8,1865.0,3548.0,52.6,250.0,811.0,193.0,69.0,1014.0,13277.0,1622.0,427.0,42.0,169.0,639.0,139.0,83.0,38.0,2.0,705.0,51.0,229.0,641.0,18.85,444.0,67.0,39.0,45.0,67.0,1.97,47.0,4.0,5.0,4.0,2.0,582.0,371.0,297.0,207.0,78.0,393.0,116.0,277.0,373.0,606.0,20.0,18853.0,2778.0,7597.0,7754.0,3685.0,583.0,18852.0,10072.0,526.0,351.0,92.0,10868.0,619.0,263.0,1.0,358.0,355.0,51.0,1.0,2.0,2.0,1935.0,518.0,644.0,44.6
Heerenveen,32.0,47.6,34.0,374.0,3060.0,34.0,26.0,3.0,3.0,42.0,2.0,1.0,0.76,1.76,0.91,1.68,44.7,42.1,1.31,1.24,34.0,34.0,3060.0,50.0,1.47,150.0,100.0,71.3,11.0,8.0,15.0,8.0,23.5,8.0,7.0,1.0,0.0,34.0,0.0,9.0,1.0,43.2,0.24,-5.8,-0.17,216.0,603.0,35.8,1001.0,159.0,43.7,36.1,329.0,50.5,41.8,505.0,12.0,2.4,31.0,0.91,14.3,128.0,9.0,32.2,3.76,0.08,0.24,0.11,-10.7,-11.1,11987.0,15850.0,75.6,222693.0,85725.0,5087.0,5998.0,84.8,5005.0,6025.0,83.1,1547.0,2916.0,53.1,289.0,874.0,206.0,51.0,1131.0,14144.0,1651.0,337.0,43.0,108.0,546.0,167.0,73.0,80.0,1.0,732.0,55.0,262.0,680.0,20.0,496.0,62.0,37.0,30.0,57.0,1.68,39.0,6.0,6.0,5.0,1.0,605.0,350.0,328.0,214.0,63.0,372.0,116.0,256.0,325.0,696.0,12.0,19782.0,2643.0,7633.0,8324.0,4016.0,666.0,19779.0,10438.0,558.0,399.0,138.0,11888.0,585.0,297.0,1.0,290.0,277.0,55.0,1.0,8.0,1.0,1880.0,504.0,452.0,52.7
Heracles Almelo,31.0,46.8,34.0,374.0,3060.0,32.0,18.0,1.0,2.0,55.0,3.0,0.94,0.53,1.47,0.91,1.44,41.5,40.0,1.22,1.18,34.0,34.0,3060.0,49.0,1.44,171.0,122.0,72.5,9.0,7.0,18.0,8.0,23.5,5.0,2.0,2.0,1.0,34.0,1.0,7.0,2.0,48.3,0.26,1.3,0.04,179.0,506.0,35.4,968.0,173.0,35.4,35.1,252.0,64.7,49.7,412.0,22.0,5.3,35.0,1.03,15.3,131.0,19.0,31.2,3.85,0.07,0.24,0.1,-9.5,-9.0,11667.0,15461.0,75.5,218463.0,81244.0,4748.0,5602.0,84.8,5095.0,6095.0,83.6,1480.0,2752.0,53.8,288.0,898.0,221.0,85.0,1178.0,13795.0,1605.0,327.0,21.0,187.0,643.0,156.0,73.0,65.0,0.0,788.0,61.0,321.0,710.0,20.88,479.0,63.0,59.0,41.0,50.0,1.47,32.0,1.0,6.0,3.0,2.0,608.0,373.0,315.0,232.0,61.0,404.0,117.0,287.0,400.0,579.0,12.0,19692.0,2150.0,6794.0,8672.0,4489.0,664.0,19690.0,10454.0,657.0,467.0,140.0,11553.0,676.0,344.0,1.0,365.0,325.0,61.0,2.0,5.0,2.0,2019.0,476.0,500.0,48.8
NEC Nijmegen,25.0,47.3,34.0,374.0,3060.0,38.0,19.0,2.0,3.0,50.0,3.0,1.12,0.56,1.68,1.06,1.62,43.8,41.5,1.29,1.22,34.0,34.0,3060.0,52.0,1.53,164.0,112.0,70.1,10.0,8.0,16.0,10.0,29.4,4.0,3.0,1.0,0.0,34.0,0.0,9.0,1.0,49.7,0.29,-1.3,-0.04,121.0,445.0,27.2,755.0,201.0,36.6,33.6,333.0,50.8,40.9,606.0,29.0,4.8,18.0,0.53,11.4,153.0,15.0,37.3,4.5,0.09,0.24,0.1,-5.8,-5.5,12559.0,16225.0,77.4,219994.0,84645.0,5662.0,6568.0,86.2,5274.0,6225.0,84.7,1255.0,2481.0,50.6,300.0,856.0,197.0,50.0,1044.0,14510.0,1663.0,404.0,44.0,86.0,489.0,142.0,60.0,69.0,1.0,692.0,52.0,293.0,706.0,20.76,486.0,60.0,48.0,37.0,64.0,1.88,44.0,4.0,7.0,3.0,3.0,596.0,346.0,322.0,218.0,56.0,407.0,132.0,275.0,352.0,780.0,11.0,20496.0,2554.0,7816.0,8932.0,3983.0,616.0,20493.0,11123.0,559.0,402.0,148.0,12431.0,664.0,386.0,0.0,339.0,400.0,52.0,3.0,4.0,1.0,1955.0,471.0,508.0,48.1
PSV Eindhoven,30.0,57.7,34.0,374.0,3060.0,84.0,66.0,1.0,1.0,42.0,0.0,2.47,1.94,4.41,2.44,4.38,74.8,74.0,2.2,2.18,34.0,34.0,3060.0,42.0,1.24,115.0,75.0,65.2,26.0,3.0,5.0,9.0,26.5,2.0,2.0,0.0,0.0,34.0,0.0,3.0,2.0,33.8,0.28,-6.2,-0.18,111.0,350.0,31.7,712.0,129.0,34.4,33.7,199.0,52.8,41.8,315.0,16.0,5.1,32.0,0.94,14.9,250.0,17.0,40.7,7.35,0.13,0.33,0.12,9.2,9.0,17087.0,21049.0,81.2,281098.0,97235.0,8487.0,9589.0,88.5,6382.0,7354.0,86.8,1497.0,2654.0,56.4,456.0,1590.0,417.0,62.0,1801.0,19285.0,1710.0,353.0,78.0,166.0,600.0,239.0,75.0,122.0,1.0,840.0,54.0,350.0,1060.0,31.18,801.0,74.0,76.0,28.0,149.0,4.38,114.0,12.0,13.0,2.0,1.0,620.0,388.0,248.0,265.0,107.0,352.0,84.0,268.0,425.0,468.0,12.0,25264.0,1574.0,6046.0,12088.0,7365.0,1130.0,25263.0,14774.0,780.0,585.0,247.0,16980.0,697.0,347.0,0.0,285.0,313.0,54.0,1.0,2.0,2.0,2269.0,462.0,366.0,55.8
RKC Waalwijk,26.0,43.5,34.0,374.0,3060.0,39.0,31.0,1.0,2.0,54.0,1.0,1.15,0.91,2.06,1.12,2.03,38.3,36.8,1.13,1.08,34.0,34.0,3060.0,51.0,1.5,177.0,125.0,74.6,9.0,11.0,14.0,6.0,17.6,8.0,6.0,1.0,1.0,34.0,0.0,9.0,0.0,55.4,0.28,4.4,0.13,344.0,787.0,43.7,1136.0,226.0,50.6,40.5,309.0,68.6,52.1,584.0,40.0,6.8,59.0,1.74,15.2,116.0,16.0,31.6,3.41,0.1,0.33,0.1,0.7,1.2,10483.0,14514.0,72.2,202403.0,88635.0,4294.0,5273.0,81.4,4411.0,5478.0,80.5,1465.0,2862.0,51.2,283.0,865.0,232.0,67.0,1117.0,12821.0,1638.0,383.0,46.0,140.0,546.0,147.0,77.0,51.0,1.0,714.0,55.0,311.0,627.0,18.44,462.0,62.0,34.0,30.0,59.0,1.74,49.0,3.0,2.0,0.0,3.0,536.0,293.0,285.0,190.0,61.0,400.0,137.0,263.0,428.0,739.0,13.0,18721.0,2595.0,7250.0,7665.0,3994.0,580.0,18719.0,9759.0,416.0,300.0,111.0,10387.0,635.0,316.0,0.0,386.0,303.0,55.0,1.0,8.0,0.0,2073.0,534.0,508.0,51.2
Sparta R'dam,32.0,42.0,34.0,374.0,3060.0,30.0,22.0,1.0,2.0,58.0,3.0,0.88,0.65,1.53,0.85,1.5,33.3,31.7,0.98,0.93,34.0,34.0,3060.0,48.0,1.41,160.0,113.0,73.1,8.0,11.0,15.0,7.0,20.6,6.0,5.0,1.0,0.0,34.0,2.0,7.0,2.0,49.3,0.27,3.3,0.1,275.0,724.0,38.0,785.0,133.0,62.0,45.4,303.0,78.2,56.8,600.0,23.0,3.8,22.0,0.65,12.9,104.0,13.0,31.7,3.06,0.09,0.28,0.1,-3.3,-2.7,9710.0,13979.0,69.5,188613.0,80318.0,3969.0,4906.0,80.9,4081.0,5240.0,77.9,1396.0,2988.0,46.7,235.0,866.0,183.0,62.0,1007.0,12287.0,1643.0,378.0,24.0,84.0,499.0,115.0,79.0,30.0,0.0,765.0,49.0,267.0,553.0,16.26,392.0,54.0,33.0,39.0,51.0,1.5,35.0,4.0,4.0,4.0,1.0,601.0,355.0,295.0,238.0,68.0,396.0,110.0,286.0,379.0,846.0,9.0,18063.0,2250.0,6317.0,8193.0,3725.0,505.0,18061.0,8734.0,318.0,250.0,88.0,9616.0,563.0,247.0,0.0,345.0,288.0,49.0,1.0,6.0,2.0,1941.0,649.0,629.0,50.8
Twente,28.0,51.2,34.0,374.0,3060.0,53.0,33.0,5.0,6.0,54.0,3.0,1.56,0.97,2.53,1.41,2.38,53.7,49.4,1.58,1.45,34.0,34.0,3060.0,37.0,1.09,132.0,96.0,72.0,20.0,8.0,6.0,13.0,38.2,1.0,0.0,1.0,0.0,34.0,1.0,4.0,2.0,39.3,0.29,4.3,0.13,193.0,569.0,33.9,913.0,164.0,47.6,37.7,211.0,63.5,45.9,466.0,31.0,6.7,77.0,2.26,17.0,139.0,11.0,32.4,4.09,0.11,0.35,0.12,-0.7,-1.4,12410.0,16699.0,74.3,223227.0,81912.0,5542.0,6551.0,84.6,5108.0,6279.0,81.4,1381.0,2873.0,48.1,303.0,993.0,244.0,73.0,1273.0,14988.0,1672.0,429.0,49.0,121.0,527.0,135.0,95.0,15.0,3.0,825.0,39.0,266.0,723.0,21.26,505.0,74.0,49.0,38.0,82.0,2.41,57.0,3.0,7.0,7.0,1.0,604.0,361.0,264.0,251.0,89.0,352.0,98.0,254.0,364.0,640.0,8.0,20830.0,2078.0,6451.0,9573.0,5005.0,742.0,20824.0,11014.0,512.0,404.0,141.0,12301.0,630.0,258.0,2.0,373.0,375.0,39.0,5.0,1.0,2.0,2129.0,679.0,712.0,48.8
Utrecht,36.0,48.4,34.0,374.0,3060.0,49.0,34.0,5.0,6.0,53.0,0.0,1.44,1.0,2.44,1.29,2.29,61.6,57.0,1.81,1.68,34.0,34.0,3060.0,46.0,1.35,141.0,97.0,69.5,12.0,11.0,11.0,8.0,23.5,4.0,3.0,1.0,0.0,34.0,1.0,7.0,3.0,40.7,0.27,-2.3,-0.07,191.0,449.0,42.5,796.0,157.0,42.5,35.2,235.0,47.2,38.8,467.0,15.0,3.2,45.0,1.32,15.3,154.0,6.0,33.3,4.53,0.1,0.29,0.13,-12.6,-13.0,11806.0,16024.0,73.7,220527.0,91008.0,4873.0,5906.0,82.5,5123.0,6290.0,81.4,1480.0,2805.0,52.8,354.0,1063.0,336.0,99.0,1432.0,14207.0,1773.0,406.0,31.0,93.0,730.0,199.0,63.0,113.0,0.0,847.0,44.0,366.0,807.0,23.74,554.0,102.0,62.0,28.0,79.0,2.32,51.0,7.0,12.0,6.0,0.0,613.0,358.0,281.0,242.0,90.0,374.0,110.0,264.0,399.0,640.0,7.0,20228.0,2189.0,6460.0,8985.0,4998.0,854.0,20222.0,10328.0,525.0,388.0,130.0,11701.0,632.0,318.0,0.0,365.0,345.0,44.0,5.0,4.0,3.0,2079.0,662.0,608.0,52.1
Vitesse,29.0,52.1,34.0,374.0,3060.0,42.0,27.0,3.0,4.0,69.0,6.0,1.24,0.79,2.03,1.15,1.94,48.8,46.2,1.44,1.36,34.0,34.0,3060.0,51.0,1.5,136.0,87.0,66.2,15.0,6.0,13.0,8.0,23.5,5.0,5.0,0.0,0.0,34.0,0.0,5.0,2.0,44.8,0.31,-4.2,-0.12,191.0,612.0,31.2,1070.0,200.0,42.4,36.3,263.0,60.1,47.1,419.0,20.0,4.8,62.0,1.82,16.9,165.0,22.0,32.4,4.85,0.08,0.24,0.09,-6.8,-7.2,12157.0,16473.0,73.8,215342.0,85572.0,5624.0,6658.0,84.5,4614.0,5736.0,80.4,1426.0,2922.0,48.8,356.0,984.0,303.0,98.0,1257.0,14684.0,1731.0,410.0,58.0,130.0,652.0,171.0,52.0,93.0,0.0,793.0,58.0,306.0,865.0,25.44,616.0,89.0,52.0,53.0,69.0,2.03,48.0,5.0,4.0,5.0,1.0,597.0,355.0,265.0,267.0,65.0,362.0,93.0,269.0,373.0,560.0,10.0,20581.0,2110.0,6653.0,9296.0,4857.0,755.0,20577.0,10425.0,529.0,375.0,126.0,12052.0,662.0,334.0,2.0,397.0,356.0,58.0,3.0,5.0,2.0,2101.0,581.0,571.0,50.4
Willem II,33.0,45.1,34.0,374.0,3060.0,30.0,23.0,0.0,0.0,42.0,6.0,0.88,0.68,1.56,0.88,1.56,35.3,35.3,1.04,1.04,34.0,34.0,3058.0,57.0,1.68,168.0,113.0,67.3,9.0,6.0,19.0,7.0,20.6,3.0,2.0,0.0,1.0,34.0,0.0,12.0,2.0,48.5,0.28,-6.5,-0.19,303.0,770.0,39.4,1099.0,146.0,52.3,40.5,274.0,71.2,51.6,479.0,31.0,6.5,73.0,2.15,16.9,102.0,11.0,29.1,3.0,0.09,0.29,0.1,-5.3,-5.3,10940.0,15073.0,72.6,205786.0,78948.0,4537.0,5441.0,83.4,4678.0,5775.0,81.0,1425.0,2953.0,48.3,259.0,937.0,188.0,60.0,1101.0,13338.0,1680.0,358.0,21.0,93.0,656.0,159.0,74.0,45.0,4.0,790.0,55.0,282.0,600.0,17.65,419.0,49.0,38.0,35.0,48.0,1.41,35.0,1.0,7.0,1.0,0.0,565.0,333.0,255.0,237.0,73.0,416.0,138.0,278.0,311.0,730.0,13.0,19084.0,2152.0,6198.0,8345.0,4743.0,510.0,19084.0,9704.0,571.0,423.0,114.0,10822.0,622.0,308.0,2.0,297.0,301.0,55.0,0.0,3.0,2.0,2000.0,487.0,598.0,44.9
Zwolle,32.0,50.3,34.0,374.0,3060.0,26.0,21.0,3.0,4.0,50.0,2.0,0.76,0.62,1.38,0.68,1.29,39.9,36.8,1.17,1.08,34.0,34.0,3060.0,52.0,1.53,175.0,126.0,72.0,7.0,6.0,21.0,6.0,17.6,4.0,3.0,0.0,1.0,34.0,3.0,7.0,3.0,54.2,0.3,5.2,0.15,284.0,737.0,38.5,1255.0,162.0,45.3,37.0,259.0,64.9,48.3,424.0,25.0,5.9,59.0,1.74,17.5,126.0,17.0,30.3,3.71,0.06,0.18,0.09,-13.9,-13.8,11629.0,16061.0,72.4,217412.0,89644.0,5014.0,6136.0,81.7,4722.0,5871.0,80.4,1558.0,3009.0,51.8,321.0,980.0,257.0,97.0,1288.0,14256.0,1742.0,400.0,30.0,103.0,655.0,159.0,72.0,64.0,1.0,829.0,63.0,339.0,727.0,21.38,533.0,66.0,40.0,42.0,48.0,1.41,35.0,2.0,4.0,3.0,0.0,622.0,343.0,307.0,244.0,71.0,374.0,112.0,262.0,395.0,635.0,13.0,20317.0,2363.0,6664.0,8996.0,4894.0,677.0,20313.0,10575.0,622.0,416.0,137.0,11477.0,698.0,336.0,0.0,420.0,320.0,63.0,3.0,4.0,3.0,2082.0,689.0,749.0,47.9
1 team players_used possession games games_starts minutes goals assists pens_made pens_att cards_yellow cards_red goals_per90 assists_per90 goals_assists_per90 goals_pens_per90 goals_assists_pens_per90 xg npxg xg_per90 npxg_per90 gk_games gk_games_starts gk_minutes gk_goals_against gk_goals_against_per90 gk_shots_on_target_against gk_saves gk_save_pct gk_wins gk_ties gk_losses gk_clean_sheets gk_clean_sheets_pct gk_pens_att gk_pens_allowed gk_pens_saved gk_pens_missed minutes_90s gk_free_kick_goals_against gk_corner_kick_goals_against gk_own_goals_against gk_psxg gk_psnpxg_per_shot_on_target_against gk_psxg_net gk_psxg_net_per90 gk_passes_completed_launched gk_passes_launched gk_passes_pct_launched gk_passes gk_passes_throws gk_pct_passes_launched gk_passes_length_avg gk_goal_kicks gk_pct_goal_kicks_launched gk_goal_kick_length_avg gk_crosses gk_crosses_stopped gk_crosses_stopped_pct gk_def_actions_outside_pen_area gk_def_actions_outside_pen_area_per90 gk_avg_distance_def_actions shots_on_target shots_free_kicks shots_on_target_pct shots_on_target_per90 goals_per_shot goals_per_shot_on_target npxg_per_shot xg_net npxg_net passes_completed passes passes_pct passes_total_distance passes_progressive_distance passes_completed_short passes_short passes_pct_short passes_completed_medium passes_medium passes_pct_medium passes_completed_long passes_long passes_pct_long assisted_shots passes_into_final_third passes_into_penalty_area crosses_into_penalty_area progressive_passes passes_live passes_dead passes_free_kicks through_balls passes_switches crosses corner_kicks corner_kicks_in corner_kicks_out corner_kicks_straight throw_ins passes_offsides passes_blocked sca sca_per90 sca_passes_live sca_passes_dead sca_shots sca_fouled gca gca_per90 gca_passes_live gca_passes_dead gca_shots gca_fouled gca_defense tackles tackles_won tackles_def_3rd tackles_mid_3rd tackles_att_3rd blocks blocked_shots blocked_passes interceptions clearances errors touches touches_def_pen_area touches_def_3rd touches_mid_3rd touches_att_3rd touches_att_pen_area touches_live_ball carries progressive_carries carries_into_final_third carries_into_penalty_area passes_received miscontrols dispossessed cards_yellow_red fouls fouled offsides pens_won pens_conceded own_goals ball_recoveries aerials_won aerials_lost aerials_won_pct
2 Ajax 30.0 66.0 34.0 374.0 3060.0 94.0 71.0 6.0 9.0 35.0 1.0 2.76 2.09 4.85 2.59 4.68 94.3 87.4 2.77 2.57 34.0 34.0 3060.0 19.0 0.56 78.0 59.0 75.6 26.0 5.0 3.0 22.0 64.7 0.0 0.0 0.0 0.0 34.0 0.0 1.0 0.0 22.3 0.3 3.3 0.1 159.0 342.0 46.5 1110.0 166.0 28.1 30.1 129.0 23.3 29.5 271.0 13.0 4.8 34.0 1.0 17.4 234.0 15.0 34.8 6.88 0.13 0.38 0.13 -0.3 0.6 19110.0 23106.0 82.7 324470.0 118313.0 8886.0 10010.0 88.8 7945.0 9059.0 87.7 1666.0 2631.0 63.3 526.0 1914.0 657.0 115.0 2602.0 21479.0 1556.0 365.0 57.0 146.0 813.0 246.0 82.0 70.0 0.0 725.0 71.0 353.0 1229.0 36.15 953.0 101.0 79.0 40.0 165.0 4.85 125.0 9.0 18.0 6.0 3.0 551.0 336.0 211.0 234.0 106.0 335.0 70.0 265.0 328.0 409.0 8.0 27061.0 1796.0 6161.0 12075.0 9022.0 1584.0 27052.0 16669.0 811.0 569.0 244.0 18912.0 632.0 352.0 1.0 288.0 337.0 71.0 7.0 0.0 0.0 2208.0 609.0 407.0 59.9
3 AZ Alkmaar 28.0 55.8 34.0 374.0 3060.0 62.0 49.0 6.0 7.0 52.0 1.0 1.82 1.44 3.26 1.65 3.09 57.7 52.2 1.7 1.54 34.0 34.0 3060.0 44.0 1.29 133.0 89.0 66.9 18.0 7.0 9.0 4.0 11.8 0.0 0.0 0.0 0.0 34.0 2.0 7.0 0.0 38.0 0.29 -6.0 -0.18 215.0 567.0 37.9 1125.0 191.0 38.2 33.6 241.0 56.8 45.4 398.0 29.0 7.3 60.0 1.76 16.4 163.0 12.0 36.0 4.79 0.12 0.34 0.12 4.3 3.8 16048.0 20010.0 80.2 285231.0 101337.0 7169.0 8121.0 88.3 6792.0 7837.0 86.7 1645.0 2945.0 55.9 354.0 1246.0 382.0 110.0 1674.0 18390.0 1545.0 340.0 52.0 174.0 658.0 184.0 68.0 60.0 6.0 701.0 75.0 317.0 821.0 24.15 640.0 58.0 36.0 32.0 111.0 3.26 83.0 4.0 7.0 6.0 3.0 561.0 319.0 196.0 274.0 91.0 331.0 69.0 262.0 337.0 535.0 12.0 23895.0 2112.0 7069.0 11306.0 5711.0 822.0 23888.0 13468.0 600.0 488.0 135.0 15924.0 666.0 326.0 0.0 343.0 284.0 75.0 6.0 0.0 0.0 2084.0 585.0 580.0 50.2
4 Cambuur 27.0 48.3 34.0 374.0 3060.0 51.0 38.0 4.0 5.0 54.0 3.0 1.5 1.12 2.62 1.38 2.5 40.8 36.9 1.2 1.08 34.0 34.0 3060.0 70.0 2.06 206.0 137.0 66.5 11.0 6.0 17.0 4.0 11.8 2.0 1.0 0.0 1.0 34.0 0.0 12.0 1.0 56.2 0.27 -12.8 -0.38 278.0 665.0 41.8 1227.0 174.0 39.2 35.1 345.0 53.3 43.7 650.0 15.0 2.3 33.0 0.97 13.7 125.0 9.0 37.7 3.68 0.14 0.38 0.11 10.2 10.1 11540.0 15236.0 75.7 227383.0 84299.0 4391.0 5250.0 83.6 5123.0 6070.0 84.4 1733.0 3083.0 56.2 268.0 774.0 197.0 42.0 984.0 13489.0 1698.0 421.0 28.0 141.0 401.0 118.0 73.0 20.0 1.0 713.0 49.0 235.0 590.0 17.35 443.0 54.0 26.0 36.0 83.0 2.44 54.0 7.0 9.0 8.0 1.0 561.0 314.0 296.0 212.0 53.0 385.0 130.0 255.0 331.0 808.0 14.0 19259.0 2954.0 7785.0 8114.0 3555.0 502.0 19254.0 10152.0 508.0 388.0 111.0 11323.0 587.0 266.0 2.0 334.0 343.0 49.0 5.0 2.0 1.0 1796.0 476.0 569.0 45.6
5 Feyenoord 31.0 58.5 34.0 374.0 3060.0 75.0 57.0 3.0 4.0 41.0 0.0 2.21 1.68 3.88 2.12 3.79 72.4 69.3 2.13 2.04 34.0 34.0 3060.0 34.0 1.0 107.0 74.0 72.0 22.0 5.0 7.0 13.0 38.2 4.0 4.0 0.0 0.0 34.0 1.0 1.0 1.0 36.9 0.31 3.9 0.11 142.0 415.0 34.2 922.0 171.0 33.9 32.6 190.0 53.7 44.9 354.0 21.0 5.9 36.0 1.06 15.3 223.0 22.0 34.4 6.56 0.11 0.32 0.11 2.6 2.7 16169.0 20058.0 80.6 280250.0 99711.0 7438.0 8370.0 88.9 6510.0 7537.0 86.4 1647.0 2872.0 57.3 504.0 1485.0 432.0 81.0 1830.0 18393.0 1596.0 342.0 59.0 104.0 704.0 233.0 97.0 79.0 0.0 761.0 69.0 327.0 1140.0 33.53 838.0 95.0 66.0 40.0 121.0 3.56 76.0 8.0 16.0 3.0 3.0 594.0 366.0 234.0 251.0 109.0 347.0 75.0 272.0 313.0 455.0 14.0 23997.0 1816.0 5983.0 11420.0 6823.0 1161.0 23993.0 14667.0 837.0 545.0 251.0 16031.0 668.0 333.0 0.0 329.0 304.0 69.0 3.0 4.0 1.0 2240.0 497.0 434.0 53.4
6 Fortuna Sittard 29.0 43.4 34.0 374.0 3060.0 35.0 24.0 3.0 3.0 62.0 1.0 1.03 0.71 1.74 0.94 1.65 35.5 33.1 1.04 0.97 34.0 34.0 3060.0 67.0 1.97 200.0 133.0 67.0 10.0 5.0 19.0 8.0 23.5 2.0 1.0 1.0 0.0 34.0 1.0 8.0 1.0 65.2 0.32 -0.8 -0.02 258.0 638.0 40.4 958.0 111.0 47.3 37.5 295.0 62.7 45.6 573.0 15.0 2.6 32.0 0.94 13.7 123.0 19.0 36.4 3.62 0.09 0.26 0.1 -0.5 -1.1 9858.0 13809.0 71.4 193480.0 77880.0 3935.0 4746.0 82.9 4207.0 5288.0 79.6 1486.0 2970.0 50.0 249.0 714.0 179.0 50.0 889.0 12169.0 1593.0 357.0 24.0 114.0 527.0 134.0 46.0 81.0 0.0 690.0 47.0 264.0 594.0 17.47 389.0 73.0 32.0 39.0 59.0 1.74 40.0 4.0 6.0 6.0 0.0 534.0 300.0 280.0 193.0 61.0 422.0 157.0 265.0 375.0 883.0 14.0 17965.0 2628.0 7180.0 7537.0 3450.0 529.0 17961.0 8976.0 399.0 334.0 113.0 9754.0 619.0 264.0 0.0 380.0 313.0 47.0 2.0 2.0 1.0 1980.0 597.0 546.0 52.2
7 Go Ahead Eag 26.0 47.2 34.0 374.0 3060.0 36.0 27.0 2.0 2.0 39.0 5.0 1.06 0.79 1.85 1.0 1.79 36.4 34.9 1.07 1.03 34.0 34.0 3060.0 51.0 1.5 179.0 129.0 73.7 10.0 6.0 18.0 8.0 23.5 4.0 4.0 0.0 0.0 34.0 0.0 8.0 1.0 51.2 0.27 1.2 0.04 249.0 655.0 38.0 1170.0 179.0 42.0 36.7 269.0 61.0 46.5 628.0 30.0 4.8 30.0 0.88 12.2 123.0 10.0 34.5 3.62 0.1 0.28 0.1 -0.4 -0.9 11455.0 15556.0 73.6 210108.0 85365.0 4864.0 5786.0 84.1 4820.0 5879.0 82.0 1380.0 2815.0 49.0 260.0 794.0 228.0 66.0 1124.0 13814.0 1686.0 369.0 36.0 88.0 512.0 129.0 56.0 48.0 2.0 780.0 56.0 337.0 620.0 18.24 447.0 65.0 34.0 29.0 59.0 1.74 35.0 7.0 7.0 4.0 1.0 517.0 289.0 262.0 191.0 64.0 419.0 143.0 276.0 393.0 781.0 12.0 19791.0 2767.0 7641.0 8256.0 4071.0 629.0 19789.0 9842.0 449.0 311.0 93.0 11321.0 616.0 340.0 2.0 298.0 322.0 56.0 2.0 4.0 1.0 1996.0 557.0 652.0 46.1
8 Groningen 28.0 48.9 34.0 374.0 3060.0 39.0 27.0 1.0 1.0 55.0 4.0 1.15 0.79 1.94 1.12 1.91 39.1 38.3 1.15 1.13 34.0 34.0 3060.0 55.0 1.62 162.0 109.0 67.3 9.0 9.0 16.0 4.0 11.8 2.0 2.0 0.0 0.0 34.0 1.0 8.0 2.0 44.1 0.26 -8.9 -0.26 260.0 756.0 34.4 1489.0 210.0 40.0 35.5 259.0 62.2 48.9 443.0 18.0 4.1 49.0 1.44 15.6 136.0 19.0 34.9 4.0 0.1 0.28 0.1 -0.1 -0.3 11020.0 14950.0 73.7 232168.0 85977.0 3458.0 4218.0 82.0 5502.0 6487.0 84.8 1865.0 3548.0 52.6 250.0 811.0 193.0 69.0 1014.0 13277.0 1622.0 427.0 42.0 169.0 639.0 139.0 83.0 38.0 2.0 705.0 51.0 229.0 641.0 18.85 444.0 67.0 39.0 45.0 67.0 1.97 47.0 4.0 5.0 4.0 2.0 582.0 371.0 297.0 207.0 78.0 393.0 116.0 277.0 373.0 606.0 20.0 18853.0 2778.0 7597.0 7754.0 3685.0 583.0 18852.0 10072.0 526.0 351.0 92.0 10868.0 619.0 263.0 1.0 358.0 355.0 51.0 1.0 2.0 2.0 1935.0 518.0 644.0 44.6
9 Heerenveen 32.0 47.6 34.0 374.0 3060.0 34.0 26.0 3.0 3.0 42.0 2.0 1.0 0.76 1.76 0.91 1.68 44.7 42.1 1.31 1.24 34.0 34.0 3060.0 50.0 1.47 150.0 100.0 71.3 11.0 8.0 15.0 8.0 23.5 8.0 7.0 1.0 0.0 34.0 0.0 9.0 1.0 43.2 0.24 -5.8 -0.17 216.0 603.0 35.8 1001.0 159.0 43.7 36.1 329.0 50.5 41.8 505.0 12.0 2.4 31.0 0.91 14.3 128.0 9.0 32.2 3.76 0.08 0.24 0.11 -10.7 -11.1 11987.0 15850.0 75.6 222693.0 85725.0 5087.0 5998.0 84.8 5005.0 6025.0 83.1 1547.0 2916.0 53.1 289.0 874.0 206.0 51.0 1131.0 14144.0 1651.0 337.0 43.0 108.0 546.0 167.0 73.0 80.0 1.0 732.0 55.0 262.0 680.0 20.0 496.0 62.0 37.0 30.0 57.0 1.68 39.0 6.0 6.0 5.0 1.0 605.0 350.0 328.0 214.0 63.0 372.0 116.0 256.0 325.0 696.0 12.0 19782.0 2643.0 7633.0 8324.0 4016.0 666.0 19779.0 10438.0 558.0 399.0 138.0 11888.0 585.0 297.0 1.0 290.0 277.0 55.0 1.0 8.0 1.0 1880.0 504.0 452.0 52.7
10 Heracles Almelo 31.0 46.8 34.0 374.0 3060.0 32.0 18.0 1.0 2.0 55.0 3.0 0.94 0.53 1.47 0.91 1.44 41.5 40.0 1.22 1.18 34.0 34.0 3060.0 49.0 1.44 171.0 122.0 72.5 9.0 7.0 18.0 8.0 23.5 5.0 2.0 2.0 1.0 34.0 1.0 7.0 2.0 48.3 0.26 1.3 0.04 179.0 506.0 35.4 968.0 173.0 35.4 35.1 252.0 64.7 49.7 412.0 22.0 5.3 35.0 1.03 15.3 131.0 19.0 31.2 3.85 0.07 0.24 0.1 -9.5 -9.0 11667.0 15461.0 75.5 218463.0 81244.0 4748.0 5602.0 84.8 5095.0 6095.0 83.6 1480.0 2752.0 53.8 288.0 898.0 221.0 85.0 1178.0 13795.0 1605.0 327.0 21.0 187.0 643.0 156.0 73.0 65.0 0.0 788.0 61.0 321.0 710.0 20.88 479.0 63.0 59.0 41.0 50.0 1.47 32.0 1.0 6.0 3.0 2.0 608.0 373.0 315.0 232.0 61.0 404.0 117.0 287.0 400.0 579.0 12.0 19692.0 2150.0 6794.0 8672.0 4489.0 664.0 19690.0 10454.0 657.0 467.0 140.0 11553.0 676.0 344.0 1.0 365.0 325.0 61.0 2.0 5.0 2.0 2019.0 476.0 500.0 48.8
11 NEC Nijmegen 25.0 47.3 34.0 374.0 3060.0 38.0 19.0 2.0 3.0 50.0 3.0 1.12 0.56 1.68 1.06 1.62 43.8 41.5 1.29 1.22 34.0 34.0 3060.0 52.0 1.53 164.0 112.0 70.1 10.0 8.0 16.0 10.0 29.4 4.0 3.0 1.0 0.0 34.0 0.0 9.0 1.0 49.7 0.29 -1.3 -0.04 121.0 445.0 27.2 755.0 201.0 36.6 33.6 333.0 50.8 40.9 606.0 29.0 4.8 18.0 0.53 11.4 153.0 15.0 37.3 4.5 0.09 0.24 0.1 -5.8 -5.5 12559.0 16225.0 77.4 219994.0 84645.0 5662.0 6568.0 86.2 5274.0 6225.0 84.7 1255.0 2481.0 50.6 300.0 856.0 197.0 50.0 1044.0 14510.0 1663.0 404.0 44.0 86.0 489.0 142.0 60.0 69.0 1.0 692.0 52.0 293.0 706.0 20.76 486.0 60.0 48.0 37.0 64.0 1.88 44.0 4.0 7.0 3.0 3.0 596.0 346.0 322.0 218.0 56.0 407.0 132.0 275.0 352.0 780.0 11.0 20496.0 2554.0 7816.0 8932.0 3983.0 616.0 20493.0 11123.0 559.0 402.0 148.0 12431.0 664.0 386.0 0.0 339.0 400.0 52.0 3.0 4.0 1.0 1955.0 471.0 508.0 48.1
12 PSV Eindhoven 30.0 57.7 34.0 374.0 3060.0 84.0 66.0 1.0 1.0 42.0 0.0 2.47 1.94 4.41 2.44 4.38 74.8 74.0 2.2 2.18 34.0 34.0 3060.0 42.0 1.24 115.0 75.0 65.2 26.0 3.0 5.0 9.0 26.5 2.0 2.0 0.0 0.0 34.0 0.0 3.0 2.0 33.8 0.28 -6.2 -0.18 111.0 350.0 31.7 712.0 129.0 34.4 33.7 199.0 52.8 41.8 315.0 16.0 5.1 32.0 0.94 14.9 250.0 17.0 40.7 7.35 0.13 0.33 0.12 9.2 9.0 17087.0 21049.0 81.2 281098.0 97235.0 8487.0 9589.0 88.5 6382.0 7354.0 86.8 1497.0 2654.0 56.4 456.0 1590.0 417.0 62.0 1801.0 19285.0 1710.0 353.0 78.0 166.0 600.0 239.0 75.0 122.0 1.0 840.0 54.0 350.0 1060.0 31.18 801.0 74.0 76.0 28.0 149.0 4.38 114.0 12.0 13.0 2.0 1.0 620.0 388.0 248.0 265.0 107.0 352.0 84.0 268.0 425.0 468.0 12.0 25264.0 1574.0 6046.0 12088.0 7365.0 1130.0 25263.0 14774.0 780.0 585.0 247.0 16980.0 697.0 347.0 0.0 285.0 313.0 54.0 1.0 2.0 2.0 2269.0 462.0 366.0 55.8
13 RKC Waalwijk 26.0 43.5 34.0 374.0 3060.0 39.0 31.0 1.0 2.0 54.0 1.0 1.15 0.91 2.06 1.12 2.03 38.3 36.8 1.13 1.08 34.0 34.0 3060.0 51.0 1.5 177.0 125.0 74.6 9.0 11.0 14.0 6.0 17.6 8.0 6.0 1.0 1.0 34.0 0.0 9.0 0.0 55.4 0.28 4.4 0.13 344.0 787.0 43.7 1136.0 226.0 50.6 40.5 309.0 68.6 52.1 584.0 40.0 6.8 59.0 1.74 15.2 116.0 16.0 31.6 3.41 0.1 0.33 0.1 0.7 1.2 10483.0 14514.0 72.2 202403.0 88635.0 4294.0 5273.0 81.4 4411.0 5478.0 80.5 1465.0 2862.0 51.2 283.0 865.0 232.0 67.0 1117.0 12821.0 1638.0 383.0 46.0 140.0 546.0 147.0 77.0 51.0 1.0 714.0 55.0 311.0 627.0 18.44 462.0 62.0 34.0 30.0 59.0 1.74 49.0 3.0 2.0 0.0 3.0 536.0 293.0 285.0 190.0 61.0 400.0 137.0 263.0 428.0 739.0 13.0 18721.0 2595.0 7250.0 7665.0 3994.0 580.0 18719.0 9759.0 416.0 300.0 111.0 10387.0 635.0 316.0 0.0 386.0 303.0 55.0 1.0 8.0 0.0 2073.0 534.0 508.0 51.2
14 Sparta R'dam 32.0 42.0 34.0 374.0 3060.0 30.0 22.0 1.0 2.0 58.0 3.0 0.88 0.65 1.53 0.85 1.5 33.3 31.7 0.98 0.93 34.0 34.0 3060.0 48.0 1.41 160.0 113.0 73.1 8.0 11.0 15.0 7.0 20.6 6.0 5.0 1.0 0.0 34.0 2.0 7.0 2.0 49.3 0.27 3.3 0.1 275.0 724.0 38.0 785.0 133.0 62.0 45.4 303.0 78.2 56.8 600.0 23.0 3.8 22.0 0.65 12.9 104.0 13.0 31.7 3.06 0.09 0.28 0.1 -3.3 -2.7 9710.0 13979.0 69.5 188613.0 80318.0 3969.0 4906.0 80.9 4081.0 5240.0 77.9 1396.0 2988.0 46.7 235.0 866.0 183.0 62.0 1007.0 12287.0 1643.0 378.0 24.0 84.0 499.0 115.0 79.0 30.0 0.0 765.0 49.0 267.0 553.0 16.26 392.0 54.0 33.0 39.0 51.0 1.5 35.0 4.0 4.0 4.0 1.0 601.0 355.0 295.0 238.0 68.0 396.0 110.0 286.0 379.0 846.0 9.0 18063.0 2250.0 6317.0 8193.0 3725.0 505.0 18061.0 8734.0 318.0 250.0 88.0 9616.0 563.0 247.0 0.0 345.0 288.0 49.0 1.0 6.0 2.0 1941.0 649.0 629.0 50.8
15 Twente 28.0 51.2 34.0 374.0 3060.0 53.0 33.0 5.0 6.0 54.0 3.0 1.56 0.97 2.53 1.41 2.38 53.7 49.4 1.58 1.45 34.0 34.0 3060.0 37.0 1.09 132.0 96.0 72.0 20.0 8.0 6.0 13.0 38.2 1.0 0.0 1.0 0.0 34.0 1.0 4.0 2.0 39.3 0.29 4.3 0.13 193.0 569.0 33.9 913.0 164.0 47.6 37.7 211.0 63.5 45.9 466.0 31.0 6.7 77.0 2.26 17.0 139.0 11.0 32.4 4.09 0.11 0.35 0.12 -0.7 -1.4 12410.0 16699.0 74.3 223227.0 81912.0 5542.0 6551.0 84.6 5108.0 6279.0 81.4 1381.0 2873.0 48.1 303.0 993.0 244.0 73.0 1273.0 14988.0 1672.0 429.0 49.0 121.0 527.0 135.0 95.0 15.0 3.0 825.0 39.0 266.0 723.0 21.26 505.0 74.0 49.0 38.0 82.0 2.41 57.0 3.0 7.0 7.0 1.0 604.0 361.0 264.0 251.0 89.0 352.0 98.0 254.0 364.0 640.0 8.0 20830.0 2078.0 6451.0 9573.0 5005.0 742.0 20824.0 11014.0 512.0 404.0 141.0 12301.0 630.0 258.0 2.0 373.0 375.0 39.0 5.0 1.0 2.0 2129.0 679.0 712.0 48.8
16 Utrecht 36.0 48.4 34.0 374.0 3060.0 49.0 34.0 5.0 6.0 53.0 0.0 1.44 1.0 2.44 1.29 2.29 61.6 57.0 1.81 1.68 34.0 34.0 3060.0 46.0 1.35 141.0 97.0 69.5 12.0 11.0 11.0 8.0 23.5 4.0 3.0 1.0 0.0 34.0 1.0 7.0 3.0 40.7 0.27 -2.3 -0.07 191.0 449.0 42.5 796.0 157.0 42.5 35.2 235.0 47.2 38.8 467.0 15.0 3.2 45.0 1.32 15.3 154.0 6.0 33.3 4.53 0.1 0.29 0.13 -12.6 -13.0 11806.0 16024.0 73.7 220527.0 91008.0 4873.0 5906.0 82.5 5123.0 6290.0 81.4 1480.0 2805.0 52.8 354.0 1063.0 336.0 99.0 1432.0 14207.0 1773.0 406.0 31.0 93.0 730.0 199.0 63.0 113.0 0.0 847.0 44.0 366.0 807.0 23.74 554.0 102.0 62.0 28.0 79.0 2.32 51.0 7.0 12.0 6.0 0.0 613.0 358.0 281.0 242.0 90.0 374.0 110.0 264.0 399.0 640.0 7.0 20228.0 2189.0 6460.0 8985.0 4998.0 854.0 20222.0 10328.0 525.0 388.0 130.0 11701.0 632.0 318.0 0.0 365.0 345.0 44.0 5.0 4.0 3.0 2079.0 662.0 608.0 52.1
17 Vitesse 29.0 52.1 34.0 374.0 3060.0 42.0 27.0 3.0 4.0 69.0 6.0 1.24 0.79 2.03 1.15 1.94 48.8 46.2 1.44 1.36 34.0 34.0 3060.0 51.0 1.5 136.0 87.0 66.2 15.0 6.0 13.0 8.0 23.5 5.0 5.0 0.0 0.0 34.0 0.0 5.0 2.0 44.8 0.31 -4.2 -0.12 191.0 612.0 31.2 1070.0 200.0 42.4 36.3 263.0 60.1 47.1 419.0 20.0 4.8 62.0 1.82 16.9 165.0 22.0 32.4 4.85 0.08 0.24 0.09 -6.8 -7.2 12157.0 16473.0 73.8 215342.0 85572.0 5624.0 6658.0 84.5 4614.0 5736.0 80.4 1426.0 2922.0 48.8 356.0 984.0 303.0 98.0 1257.0 14684.0 1731.0 410.0 58.0 130.0 652.0 171.0 52.0 93.0 0.0 793.0 58.0 306.0 865.0 25.44 616.0 89.0 52.0 53.0 69.0 2.03 48.0 5.0 4.0 5.0 1.0 597.0 355.0 265.0 267.0 65.0 362.0 93.0 269.0 373.0 560.0 10.0 20581.0 2110.0 6653.0 9296.0 4857.0 755.0 20577.0 10425.0 529.0 375.0 126.0 12052.0 662.0 334.0 2.0 397.0 356.0 58.0 3.0 5.0 2.0 2101.0 581.0 571.0 50.4
18 Willem II 33.0 45.1 34.0 374.0 3060.0 30.0 23.0 0.0 0.0 42.0 6.0 0.88 0.68 1.56 0.88 1.56 35.3 35.3 1.04 1.04 34.0 34.0 3058.0 57.0 1.68 168.0 113.0 67.3 9.0 6.0 19.0 7.0 20.6 3.0 2.0 0.0 1.0 34.0 0.0 12.0 2.0 48.5 0.28 -6.5 -0.19 303.0 770.0 39.4 1099.0 146.0 52.3 40.5 274.0 71.2 51.6 479.0 31.0 6.5 73.0 2.15 16.9 102.0 11.0 29.1 3.0 0.09 0.29 0.1 -5.3 -5.3 10940.0 15073.0 72.6 205786.0 78948.0 4537.0 5441.0 83.4 4678.0 5775.0 81.0 1425.0 2953.0 48.3 259.0 937.0 188.0 60.0 1101.0 13338.0 1680.0 358.0 21.0 93.0 656.0 159.0 74.0 45.0 4.0 790.0 55.0 282.0 600.0 17.65 419.0 49.0 38.0 35.0 48.0 1.41 35.0 1.0 7.0 1.0 0.0 565.0 333.0 255.0 237.0 73.0 416.0 138.0 278.0 311.0 730.0 13.0 19084.0 2152.0 6198.0 8345.0 4743.0 510.0 19084.0 9704.0 571.0 423.0 114.0 10822.0 622.0 308.0 2.0 297.0 301.0 55.0 0.0 3.0 2.0 2000.0 487.0 598.0 44.9
19 Zwolle 32.0 50.3 34.0 374.0 3060.0 26.0 21.0 3.0 4.0 50.0 2.0 0.76 0.62 1.38 0.68 1.29 39.9 36.8 1.17 1.08 34.0 34.0 3060.0 52.0 1.53 175.0 126.0 72.0 7.0 6.0 21.0 6.0 17.6 4.0 3.0 0.0 1.0 34.0 3.0 7.0 3.0 54.2 0.3 5.2 0.15 284.0 737.0 38.5 1255.0 162.0 45.3 37.0 259.0 64.9 48.3 424.0 25.0 5.9 59.0 1.74 17.5 126.0 17.0 30.3 3.71 0.06 0.18 0.09 -13.9 -13.8 11629.0 16061.0 72.4 217412.0 89644.0 5014.0 6136.0 81.7 4722.0 5871.0 80.4 1558.0 3009.0 51.8 321.0 980.0 257.0 97.0 1288.0 14256.0 1742.0 400.0 30.0 103.0 655.0 159.0 72.0 64.0 1.0 829.0 63.0 339.0 727.0 21.38 533.0 66.0 40.0 42.0 48.0 1.41 35.0 2.0 4.0 3.0 0.0 622.0 343.0 307.0 244.0 71.0 374.0 112.0 262.0 395.0 635.0 13.0 20317.0 2363.0 6664.0 8996.0 4894.0 677.0 20313.0 10575.0 622.0 416.0 137.0 11477.0 698.0 336.0 0.0 420.0 320.0 63.0 3.0 4.0 3.0 2082.0 689.0 749.0 47.9