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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_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
ADO Den Haag,25.0,46.4,34.0,374.0,3060.0,57.0,41.0,6.0,7.0,55.0,1.0,1.68,1.21,2.88,1.5,2.71,46.9,41.6,1.38,1.22,34.0,34.0,3056.0,63.0,1.86,184.0,122.0,69.6,12.0,9.0,13.0,8.0,23.5,7.0,7.0,0.0,0.0,34.0,1.0,5.0,1.0,61.3,0.3,-0.7,-0.02,332.0,796.0,41.7,965.0,187.0,53.5,41.4,343.0,81.6,55.2,569.0,31.0,5.4,32.0,0.94,13.2,132.0,19.0,32.7,3.88,0.13,0.39,0.11,10.1,9.4,10078.0,14115.0,71.4,200493.0,83388.0,4137.0,4946.0,83.6,3844.0,4913.0,78.2,1753.0,3307.0,53.0,299.0,869.0,187.0,73.0,1122.0,12235.0,1812.0,418.0,21.0,197.0,709.0,187.0,59.0,89.0,7.0,769.0,68.0,326.0,712.0,20.94,467.0,87.0,50.0,46.0,106.0,3.12,73.0,5.0,7.0,9.0,4.0,574.0,341.0,297.0,230.0,47.0,354.0,129.0,225.0,381.0,869.0,20.0,17962.0,2300.0,5826.0,8270.0,4062.0,593.0,17955.0,8242.0,538.0,363.0,151.0,9945.0,502.0,314.0,0.0,369.0,378.0,68.0,6.0,7.0,1.0,1696.0,630.0,592.0,51.6
Ajax,29.0,63.3,34.0,374.0,3060.0,109.0,73.0,12.0,13.0,34.0,2.0,3.21,2.15,5.35,2.85,5.0,94.3,84.4,2.77,2.48,34.0,34.0,3060.0,32.0,0.94,117.0,86.0,73.5,28.0,2.0,4.0,15.0,44.1,2.0,1.0,1.0,0.0,34.0,1.0,3.0,2.0,30.1,0.24,0.1,0.0,91.0,265.0,34.3,785.0,135.0,23.2,27.5,198.0,41.9,40.4,320.0,20.0,6.3,41.0,1.21,15.7,272.0,38.0,40.2,8.0,0.14,0.36,0.13,14.7,12.6,17629.0,21348.0,82.6,277260.0,100520.0,9150.0,10118.0,90.4,6226.0,7251.0,85.9,1349.0,2292.0,58.9,513.0,1525.0,541.0,90.0,2234.0,19698.0,1596.0,390.0,101.0,137.0,819.0,268.0,38.0,176.0,10.0,674.0,54.0,394.0,1224.0,36.0,889.0,96.0,84.0,66.0,192.0,5.65,133.0,8.0,15.0,19.0,1.0,583.0,339.0,216.0,255.0,112.0,359.0,83.0,276.0,394.0,528.0,25.0,25297.0,1596.0,5183.0,12013.0,8349.0,1330.0,25284.0,16342.0,1021.0,814.0,263.0,17484.0,564.0,438.0,1.0,334.0,405.0,54.0,12.0,2.0,2.0,2195.0,529.0,436.0,54.8
AZ Alkmaar,24.0,56.0,34.0,374.0,3060.0,61.0,42.0,4.0,4.0,51.0,0.0,1.79,1.24,3.03,1.68,2.91,63.8,60.7,1.88,1.78,34.0,34.0,3060.0,43.0,1.26,148.0,108.0,72.3,17.0,7.0,10.0,14.0,41.2,3.0,2.0,1.0,0.0,34.0,0.0,7.0,4.0,43.7,0.29,4.7,0.14,149.0,470.0,31.7,902.0,184.0,38.5,34.9,223.0,55.2,46.0,416.0,18.0,4.3,58.0,1.71,16.5,198.0,17.0,37.4,5.82,0.11,0.29,0.12,-2.8,-3.7,15265.0,18857.0,81.0,275253.0,93127.0,6562.0,7446.0,88.1,6467.0,7408.0,87.3,1723.0,2912.0,59.2,400.0,1225.0,371.0,39.0,1733.0,17139.0,1672.0,407.0,50.0,218.0,464.0,220.0,108.0,33.0,5.0,747.0,46.0,334.0,954.0,28.06,734.0,61.0,50.0,35.0,104.0,3.06,75.0,6.0,8.0,5.0,3.0,607.0,365.0,251.0,273.0,83.0,384.0,96.0,288.0,322.0,619.0,21.0,22768.0,1925.0,6058.0,11113.0,5853.0,962.0,22763.0,14174.0,933.0,675.0,253.0,15146.0,580.0,460.0,0.0,375.0,361.0,46.0,4.0,3.0,4.0,1988.0,360.0,422.0,46.0
De Graafschap,26.0,46.0,34.0,374.0,3060.0,35.0,24.0,1.0,2.0,52.0,4.0,1.03,0.71,1.74,1.0,1.71,38.4,36.8,1.13,1.08,34.0,34.0,3060.0,75.0,2.21,225.0,151.0,68.4,8.0,5.0,21.0,6.0,17.6,5.0,4.0,1.0,0.0,34.0,2.0,7.0,2.0,68.6,0.29,-4.4,-0.13,315.0,848.0,37.1,956.0,105.0,58.9,42.1,333.0,85.6,58.6,444.0,9.0,2.0,41.0,1.21,15.4,124.0,29.0,33.2,3.65,0.09,0.27,0.1,-3.4,-2.8,9850.0,13799.0,71.4,195782.0,84081.0,3896.0,4793.0,81.3,4320.0,5428.0,79.6,1475.0,2932.0,50.3,275.0,891.0,210.0,60.0,1130.0,12007.0,1733.0,404.0,25.0,107.0,566.0,152.0,97.0,32.0,4.0,734.0,59.0,277.0,651.0,19.15,450.0,63.0,32.0,54.0,57.0,1.68,39.0,3.0,3.0,6.0,0.0,640.0,387.0,341.0,245.0,54.0,381.0,111.0,270.0,359.0,822.0,14.0,17852.0,2174.0,6353.0,7834.0,3880.0,557.0,17850.0,9026.0,577.0,363.0,122.0,9718.0,632.0,394.0,0.0,441.0,350.0,59.0,2.0,5.0,2.0,1847.0,628.0,705.0,47.1
Emmen,28.0,47.6,34.0,374.0,3060.0,39.0,26.0,2.0,2.0,61.0,1.0,1.15,0.76,1.91,1.09,1.85,42.9,41.4,1.26,1.22,34.0,34.0,3060.0,72.0,2.12,193.0,124.0,64.2,10.0,8.0,16.0,4.0,11.8,5.0,3.0,0.0,2.0,34.0,3.0,8.0,3.0,59.3,0.32,-9.7,-0.28,274.0,707.0,38.8,864.0,170.0,52.5,40.3,307.0,82.4,57.4,527.0,36.0,6.8,41.0,1.21,15.2,161.0,25.0,36.6,4.74,0.08,0.23,0.1,-3.9,-4.4,11803.0,15649.0,75.4,218736.0,88405.0,5262.0,6167.0,85.3,4599.0,5576.0,82.5,1571.0,2933.0,53.6,325.0,977.0,223.0,72.0,1202.0,13839.0,1759.0,389.0,23.0,149.0,618.0,163.0,100.0,39.0,10.0,794.0,51.0,354.0,771.0,22.68,570.0,61.0,45.0,39.0,65.0,1.91,47.0,3.0,8.0,4.0,1.0,640.0,379.0,321.0,264.0,55.0,393.0,102.0,291.0,387.0,810.0,13.0,19642.0,2152.0,6440.0,8651.0,4745.0,596.0,19640.0,9920.0,622.0,463.0,124.0,11692.0,558.0,371.0,0.0,455.0,353.0,51.0,2.0,5.0,3.0,1778.0,494.0,604.0,45.0
Excelsior,24.0,46.7,34.0,374.0,3060.0,44.0,33.0,3.0,3.0,46.0,4.0,1.29,0.97,2.26,1.21,2.18,39.6,37.3,1.16,1.1,34.0,34.0,3059.0,79.0,2.32,226.0,148.0,66.4,9.0,6.0,19.0,5.0,14.7,5.0,3.0,2.0,0.0,34.0,1.0,7.0,3.0,67.2,0.29,-8.8,-0.26,221.0,588.0,37.6,839.0,175.0,37.7,35.9,389.0,69.9,49.4,678.0,26.0,3.8,21.0,0.62,11.2,115.0,22.0,31.7,3.38,0.11,0.36,0.1,4.4,3.7,11648.0,15362.0,75.8,223368.0,92376.0,4785.0,5654.0,84.6,4888.0,5854.0,83.5,1689.0,3104.0,54.4,273.0,998.0,215.0,61.0,1290.0,13565.0,1761.0,395.0,24.0,143.0,537.0,137.0,86.0,25.0,3.0,728.0,36.0,296.0,635.0,18.68,437.0,62.0,25.0,44.0,74.0,2.18,51.0,8.0,8.0,2.0,0.0,602.0,392.0,356.0,191.0,55.0,419.0,151.0,268.0,365.0,1046.0,13.0,19468.0,2560.0,7098.0,8658.0,3926.0,549.0,19465.0,10577.0,569.0,423.0,144.0,11531.0,571.0,398.0,1.0,329.0,361.0,36.0,2.0,5.0,3.0,1857.0,532.0,549.0,49.2
Feyenoord,28.0,59.3,34.0,374.0,3060.0,73.0,53.0,3.0,5.0,35.0,7.0,2.15,1.56,3.71,2.06,3.62,70.3,67.3,2.07,1.98,34.0,34.0,3060.0,41.0,1.21,152.0,113.0,74.3,20.0,5.0,9.0,10.0,29.4,2.0,2.0,0.0,0.0,34.0,4.0,2.0,2.0,41.5,0.26,2.5,0.07,158.0,417.0,37.9,843.0,191.0,31.8,32.7,253.0,58.9,46.9,425.0,18.0,4.2,25.0,0.74,13.8,239.0,21.0,39.0,7.03,0.11,0.29,0.11,2.7,2.7,17075.0,20680.0,82.6,303641.0,100902.0,7814.0,8681.0,90.0,6610.0,7594.0,87.0,2034.0,3135.0,64.9,481.0,1334.0,401.0,62.0,1947.0,19016.0,1611.0,341.0,62.0,265.0,674.0,247.0,86.0,122.0,5.0,695.0,53.0,354.0,1099.0,32.32,826.0,87.0,73.0,37.0,128.0,3.76,91.0,5.0,13.0,7.0,3.0,623.0,370.0,289.0,272.0,62.0,351.0,98.0,253.0,384.0,681.0,15.0,24681.0,2130.0,6316.0,12328.0,6298.0,1073.0,24676.0,15460.0,947.0,664.0,228.0,16939.0,558.0,377.0,3.0,344.0,319.0,53.0,4.0,2.0,2.0,1936.0,531.0,465.0,53.3
Fortuna Sittard,28.0,47.1,34.0,374.0,3060.0,49.0,30.0,4.0,5.0,58.0,7.0,1.44,0.88,2.32,1.32,2.21,44.3,40.4,1.3,1.19,34.0,34.0,3060.0,80.0,2.35,204.0,124.0,64.7,9.0,7.0,18.0,5.0,14.7,10.0,8.0,2.0,0.0,34.0,1.0,5.0,2.0,64.5,0.28,-13.5,-0.4,273.0,731.0,37.3,854.0,170.0,56.6,41.9,289.0,85.8,58.1,590.0,33.0,5.6,59.0,1.74,14.5,147.0,20.0,34.3,4.32,0.1,0.31,0.1,4.7,4.6,10951.0,14788.0,74.1,198081.0,82228.0,5099.0,6009.0,84.9,4022.0,5008.0,80.3,1432.0,2820.0,50.8,314.0,847.0,197.0,45.0,1024.0,12962.0,1777.0,489.0,51.0,148.0,523.0,152.0,77.0,66.0,0.0,734.0,49.0,291.0,764.0,22.47,531.0,75.0,44.0,47.0,82.0,2.41,49.0,10.0,4.0,9.0,1.0,653.0,401.0,363.0,233.0,57.0,378.0,106.0,272.0,331.0,773.0,12.0,18763.0,2207.0,6512.0,8261.0,4183.0,577.0,18758.0,9803.0,645.0,473.0,156.0,10854.0,583.0,395.0,2.0,367.0,401.0,49.0,5.0,10.0,2.0,1864.0,547.0,638.0,46.2
Groningen,27.0,45.4,34.0,374.0,3060.0,37.0,24.0,5.0,6.0,56.0,3.0,1.09,0.71,1.79,0.94,1.65,43.1,38.6,1.27,1.14,34.0,34.0,3060.0,41.0,1.21,136.0,95.0,71.3,13.0,6.0,15.0,12.0,35.3,2.0,2.0,0.0,0.0,34.0,1.0,4.0,0.0,41.7,0.3,0.7,0.02,267.0,791.0,33.8,982.0,144.0,57.0,42.0,292.0,79.1,58.1,441.0,21.0,4.8,83.0,2.44,17.2,143.0,17.0,34.0,4.21,0.08,0.22,0.09,-6.1,-6.6,9709.0,14155.0,68.6,189328.0,78663.0,3927.0,4930.0,79.7,4001.0,5161.0,77.5,1452.0,3178.0,45.7,303.0,847.0,244.0,64.0,1115.0,12357.0,1745.0,417.0,15.0,198.0,523.0,149.0,80.0,54.0,2.0,812.0,53.0,293.0,724.0,21.29,508.0,68.0,37.0,46.0,60.0,1.76,44.0,4.0,3.0,4.0,0.0,783.0,493.0,413.0,286.0,84.0,400.0,89.0,311.0,437.0,685.0,7.0,18283.0,1938.0,6244.0,7806.0,4447.0,667.0,18277.0,9139.0,547.0,369.0,162.0,9604.0,534.0,427.0,2.0,409.0,330.0,53.0,4.0,2.0,0.0,1917.0,817.0,707.0,53.6
Heerenveen,24.0,49.3,34.0,374.0,3060.0,64.0,47.0,7.0,7.0,43.0,4.0,1.88,1.38,3.26,1.68,3.06,51.4,45.9,1.51,1.35,34.0,34.0,3060.0,73.0,2.15,196.0,124.0,65.3,10.0,11.0,13.0,2.0,5.9,6.0,5.0,1.0,0.0,34.0,3.0,12.0,2.0,63.1,0.3,-7.9,-0.23,220.0,620.0,35.5,879.0,161.0,45.3,37.8,312.0,71.2,53.8,497.0,20.0,4.0,18.0,0.53,11.8,169.0,15.0,42.3,4.97,0.14,0.34,0.12,12.6,11.1,11990.0,15965.0,75.1,220496.0,84172.0,5065.0,6057.0,83.6,5067.0,6175.0,82.1,1455.0,2796.0,52.0,308.0,925.0,197.0,50.0,1256.0,14248.0,1674.0,389.0,30.0,127.0,474.0,148.0,77.0,48.0,9.0,721.0,43.0,271.0,724.0,21.29,506.0,63.0,40.0,39.0,115.0,3.38,69.0,11.0,7.0,12.0,3.0,577.0,364.0,291.0,237.0,49.0,352.0,123.0,229.0,343.0,888.0,15.0,19927.0,2207.0,6162.0,9843.0,4133.0,623.0,19920.0,10608.0,615.0,464.0,150.0,11876.0,558.0,313.0,0.0,405.0,332.0,43.0,6.0,6.0,2.0,1889.0,635.0,639.0,49.8
Heracles Almelo,25.0,46.5,34.0,374.0,3060.0,60.0,34.0,4.0,6.0,63.0,4.0,1.76,1.0,2.76,1.65,2.65,55.6,50.8,1.64,1.49,34.0,34.0,3060.0,68.0,2.0,207.0,141.0,72.9,15.0,3.0,16.0,6.0,17.6,14.0,12.0,1.0,1.0,34.0,0.0,12.0,3.0,67.1,0.27,2.1,0.06,203.0,562.0,36.1,935.0,177.0,40.6,36.4,295.0,61.7,47.5,522.0,21.0,4.0,31.0,0.91,13.3,158.0,31.0,35.9,4.65,0.13,0.35,0.12,4.4,5.2,11109.0,14869.0,74.7,214370.0,84161.0,4387.0,5181.0,84.7,4920.0,5924.0,83.1,1515.0,2904.0,52.2,297.0,957.0,189.0,45.0,1242.0,13015.0,1785.0,404.0,23.0,192.0,517.0,174.0,128.0,23.0,2.0,811.0,69.0,343.0,745.0,21.91,497.0,64.0,57.0,54.0,95.0,2.79,56.0,6.0,13.0,10.0,0.0,676.0,409.0,342.0,268.0,66.0,418.0,111.0,307.0,368.0,706.0,12.0,19006.0,2151.0,6252.0,8478.0,4489.0,651.0,19000.0,9680.0,665.0,473.0,193.0,10967.0,606.0,445.0,1.0,423.0,397.0,69.0,6.0,14.0,3.0,1953.0,452.0,543.0,45.4
NAC Breda,34.0,46.5,34.0,374.0,3060.0,29.0,21.0,2.0,3.0,47.0,4.0,0.85,0.62,1.47,0.79,1.41,38.2,36.0,1.12,1.06,34.0,34.0,3060.0,74.0,2.18,186.0,116.0,62.9,5.0,8.0,21.0,4.0,11.8,6.0,5.0,0.0,1.0,34.0,3.0,8.0,4.0,59.5,0.3,-10.5,-0.31,276.0,639.0,43.2,765.0,108.0,50.5,38.6,314.0,80.6,54.7,575.0,13.0,2.3,19.0,0.56,12.5,109.0,9.0,30.4,3.21,0.08,0.25,0.1,-9.2,-9.0,11496.0,15226.0,75.5,216895.0,85593.0,4795.0,5697.0,84.2,4956.0,6008.0,82.5,1475.0,2729.0,54.0,279.0,802.0,209.0,74.0,1167.0,13466.0,1706.0,374.0,21.0,99.0,647.0,122.0,65.0,45.0,1.0,790.0,54.0,313.0,655.0,19.26,453.0,73.0,43.0,37.0,55.0,1.62,34.0,8.0,3.0,6.0,0.0,598.0,368.0,360.0,201.0,37.0,378.0,152.0,226.0,410.0,998.0,15.0,19395.0,2426.0,6912.0,8821.0,3845.0,560.0,19392.0,10858.0,643.0,466.0,119.0,11397.0,548.0,329.0,3.0,383.0,318.0,54.0,2.0,6.0,4.0,1762.0,638.0,621.0,50.7
PSV Eindhoven,26.0,59.6,34.0,374.0,3060.0,95.0,67.0,8.0,9.0,45.0,0.0,2.79,1.97,4.76,2.56,4.53,90.4,83.7,2.66,2.46,34.0,34.0,3060.0,26.0,0.76,84.0,58.0,71.4,26.0,5.0,3.0,16.0,47.1,3.0,2.0,1.0,0.0,34.0,0.0,4.0,1.0,24.3,0.26,-0.7,-0.02,196.0,360.0,54.4,556.0,124.0,38.1,34.4,223.0,66.4,52.7,333.0,20.0,6.0,24.0,0.71,14.1,240.0,17.0,39.5,7.06,0.14,0.36,0.14,4.6,3.3,15965.0,19850.0,80.4,276107.0,102503.0,7155.0,8135.0,88.0,6785.0,7974.0,85.1,1441.0,2479.0,58.1,463.0,1306.0,390.0,91.0,1808.0,18063.0,1719.0,392.0,57.0,77.0,804.0,236.0,88.0,116.0,4.0,808.0,68.0,350.0,1091.0,32.09,752.0,115.0,72.0,53.0,169.0,4.97,106.0,10.0,18.0,11.0,2.0,600.0,345.0,239.0,285.0,76.0,338.0,73.0,265.0,297.0,626.0,11.0,23815.0,1489.0,5016.0,12364.0,6680.0,1206.0,23806.0,13712.0,930.0,665.0,286.0,15843.0,583.0,376.0,0.0,341.0,379.0,68.0,8.0,3.0,1.0,2005.0,823.0,589.0,58.3
Utrecht,27.0,48.9,34.0,374.0,3060.0,58.0,43.0,7.0,7.0,49.0,6.0,1.71,1.26,2.97,1.5,2.76,53.5,48.0,1.57,1.41,34.0,34.0,3060.0,51.0,1.5,149.0,98.0,69.1,15.0,8.0,11.0,9.0,26.5,5.0,5.0,0.0,0.0,34.0,2.0,10.0,0.0,46.6,0.28,-4.4,-0.13,244.0,549.0,44.4,673.0,140.0,47.3,37.8,286.0,80.8,53.6,434.0,18.0,4.1,29.0,0.85,14.0,149.0,21.0,31.0,4.38,0.11,0.34,0.1,4.5,3.0,12358.0,16117.0,76.7,232466.0,91153.0,5117.0,5947.0,86.0,5122.0,6191.0,82.7,1700.0,2933.0,58.0,362.0,1050.0,246.0,78.0,1417.0,14302.0,1739.0,441.0,32.0,186.0,673.0,173.0,104.0,56.0,1.0,756.0,76.0,340.0,837.0,24.62,594.0,88.0,57.0,50.0,100.0,2.94,60.0,14.0,9.0,10.0,1.0,627.0,415.0,329.0,246.0,52.0,346.0,109.0,237.0,310.0,693.0,10.0,20032.0,1898.0,5889.0,9650.0,4716.0,751.0,20025.0,10647.0,722.0,504.0,197.0,12243.0,597.0,420.0,1.0,359.0,408.0,76.0,7.0,5.0,0.0,1937.0,564.0,583.0,49.2
Vitesse,26.0,49.7,34.0,374.0,3060.0,69.0,47.0,3.0,7.0,58.0,9.0,2.03,1.38,3.41,1.94,3.32,58.3,52.8,1.71,1.55,34.0,34.0,3060.0,51.0,1.5,146.0,96.0,69.2,14.0,11.0,9.0,5.0,14.7,6.0,6.0,0.0,0.0,34.0,3.0,5.0,1.0,47.1,0.29,-2.9,-0.09,236.0,693.0,34.1,1077.0,169.0,50.2,40.2,231.0,65.8,49.4,509.0,18.0,3.5,26.0,0.76,12.9,189.0,16.0,35.7,5.56,0.12,0.35,0.1,10.7,13.2,11915.0,15870.0,75.1,218862.0,87081.0,5243.0,6074.0,86.3,4725.0,5752.0,82.1,1519.0,3078.0,49.4,399.0,915.0,285.0,112.0,1309.0,14048.0,1786.0,454.0,23.0,138.0,819.0,218.0,122.0,71.0,1.0,797.0,36.0,350.0,931.0,27.38,644.0,103.0,54.0,67.0,117.0,3.44,78.0,8.0,15.0,7.0,4.0,663.0,414.0,339.0,262.0,62.0,336.0,82.0,254.0,377.0,723.0,8.0,19820.0,2073.0,6443.0,8611.0,4953.0,791.0,19813.0,10563.0,679.0,465.0,146.0,11796.0,520.0,336.0,5.0,401.0,401.0,36.0,6.0,6.0,1.0,1866.0,593.0,658.0,47.4
VVV-Venlo,24.0,40.9,34.0,374.0,3060.0,47.0,31.0,5.0,5.0,44.0,3.0,1.38,0.91,2.29,1.24,2.15,49.2,45.5,1.45,1.34,34.0,34.0,3060.0,63.0,1.85,191.0,130.0,71.2,11.0,8.0,15.0,6.0,17.6,8.0,8.0,0.0,0.0,34.0,1.0,3.0,2.0,56.7,0.26,-4.3,-0.13,348.0,789.0,44.1,844.0,123.0,59.2,42.5,331.0,87.3,55.8,564.0,23.0,4.1,28.0,0.82,12.7,129.0,16.0,31.0,3.79,0.1,0.33,0.11,-2.2,-3.5,9035.0,12920.0,69.9,185227.0,85336.0,3441.0,4319.0,79.7,3820.0,4913.0,77.8,1568.0,3032.0,51.7,316.0,797.0,199.0,53.0,1028.0,11288.0,1588.0,403.0,17.0,114.0,453.0,127.0,55.0,65.0,2.0,631.0,44.0,264.0,710.0,20.88,478.0,85.0,53.0,46.0,79.0,2.32,51.0,5.0,8.0,7.0,1.0,621.0,391.0,326.0,248.0,47.0,378.0,136.0,242.0,371.0,904.0,6.0,16862.0,2315.0,6308.0,7418.0,3331.0,616.0,16857.0,7839.0,396.0,289.0,103.0,8941.0,507.0,329.0,0.0,422.0,364.0,44.0,5.0,8.0,2.0,1712.0,744.0,653.0,53.3
Willem II,28.0,46.4,34.0,374.0,3060.0,57.0,37.0,7.0,8.0,53.0,5.0,1.68,1.09,2.76,1.47,2.56,48.7,42.4,1.43,1.25,34.0,34.0,3060.0,72.0,2.12,178.0,108.0,63.5,13.0,5.0,16.0,7.0,20.6,8.0,7.0,0.0,1.0,34.0,1.0,10.0,2.0,57.8,0.29,-12.2,-0.36,282.0,841.0,33.5,958.0,150.0,59.2,42.5,293.0,93.5,62.1,521.0,28.0,5.4,60.0,1.76,15.9,135.0,10.0,37.7,3.97,0.14,0.37,0.12,8.3,7.6,11244.0,15058.0,74.7,199291.0,79982.0,4985.0,5823.0,85.6,4422.0,5400.0,81.9,1272.0,2662.0,47.8,266.0,838.0,202.0,64.0,1129.0,13175.0,1836.0,470.0,26.0,106.0,505.0,163.0,81.0,37.0,4.0,806.0,47.0,328.0,642.0,18.88,465.0,52.0,32.0,32.0,100.0,2.94,66.0,6.0,9.0,9.0,5.0,569.0,369.0,292.0,230.0,47.0,378.0,102.0,276.0,367.0,776.0,16.0,19019.0,1951.0,5863.0,9139.0,4216.0,593.0,19011.0,9962.0,649.0,517.0,165.0,11138.0,611.0,481.0,2.0,383.0,424.0,47.0,8.0,8.0,2.0,1790.0,546.0,602.0,47.6
Zwolle,26.0,54.4,34.0,374.0,3060.0,43.0,31.0,3.0,4.0,60.0,3.0,1.26,0.91,2.18,1.18,2.09,43.0,40.3,1.27,1.19,34.0,34.0,3057.0,57.0,1.68,145.0,88.0,63.4,11.0,6.0,17.0,11.0,32.4,6.0,4.0,2.0,0.0,34.0,2.0,14.0,1.0,49.0,0.3,-7.0,-0.21,181.0,511.0,35.4,1077.0,193.0,34.5,33.0,257.0,54.1,45.2,458.0,22.0,4.8,24.0,0.71,12.5,159.0,18.0,32.9,4.68,0.08,0.25,0.08,0.0,-0.3,13966.0,17570.0,79.5,271154.0,94293.0,5281.0,6001.0,88.0,6288.0,7213.0,87.2,2012.0,3407.0,59.1,372.0,988.0,254.0,89.0,1309.0,15841.0,1679.0,397.0,30.0,178.0,740.0,191.0,80.0,80.0,1.0,743.0,50.0,317.0,853.0,25.09,617.0,71.0,43.0,45.0,76.0,2.24,52.0,5.0,8.0,6.0,1.0,557.0,344.0,280.0,228.0,49.0,320.0,75.0,245.0,333.0,706.0,10.0,21374.0,2300.0,7173.0,9830.0,4596.0,654.0,21370.0,11927.0,721.0,536.0,159.0,13831.0,511.0,312.0,2.0,410.0,344.0,50.0,3.0,6.0,1.0,1817.0,522.0,579.0,47.4
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 ADO Den Haag 25.0 46.4 34.0 374.0 3060.0 57.0 41.0 6.0 7.0 55.0 1.0 1.68 1.21 2.88 1.5 2.71 46.9 41.6 1.38 1.22 34.0 34.0 3056.0 63.0 1.86 184.0 122.0 69.6 12.0 9.0 13.0 8.0 23.5 7.0 7.0 0.0 0.0 34.0 1.0 5.0 1.0 61.3 0.3 -0.7 -0.02 332.0 796.0 41.7 965.0 187.0 53.5 41.4 343.0 81.6 55.2 569.0 31.0 5.4 32.0 0.94 13.2 132.0 19.0 32.7 3.88 0.13 0.39 0.11 10.1 9.4 10078.0 14115.0 71.4 200493.0 83388.0 4137.0 4946.0 83.6 3844.0 4913.0 78.2 1753.0 3307.0 53.0 299.0 869.0 187.0 73.0 1122.0 12235.0 1812.0 418.0 21.0 197.0 709.0 187.0 59.0 89.0 7.0 769.0 68.0 326.0 712.0 20.94 467.0 87.0 50.0 46.0 106.0 3.12 73.0 5.0 7.0 9.0 4.0 574.0 341.0 297.0 230.0 47.0 354.0 129.0 225.0 381.0 869.0 20.0 17962.0 2300.0 5826.0 8270.0 4062.0 593.0 17955.0 8242.0 538.0 363.0 151.0 9945.0 502.0 314.0 0.0 369.0 378.0 68.0 6.0 7.0 1.0 1696.0 630.0 592.0 51.6
3 Ajax 29.0 63.3 34.0 374.0 3060.0 109.0 73.0 12.0 13.0 34.0 2.0 3.21 2.15 5.35 2.85 5.0 94.3 84.4 2.77 2.48 34.0 34.0 3060.0 32.0 0.94 117.0 86.0 73.5 28.0 2.0 4.0 15.0 44.1 2.0 1.0 1.0 0.0 34.0 1.0 3.0 2.0 30.1 0.24 0.1 0.0 91.0 265.0 34.3 785.0 135.0 23.2 27.5 198.0 41.9 40.4 320.0 20.0 6.3 41.0 1.21 15.7 272.0 38.0 40.2 8.0 0.14 0.36 0.13 14.7 12.6 17629.0 21348.0 82.6 277260.0 100520.0 9150.0 10118.0 90.4 6226.0 7251.0 85.9 1349.0 2292.0 58.9 513.0 1525.0 541.0 90.0 2234.0 19698.0 1596.0 390.0 101.0 137.0 819.0 268.0 38.0 176.0 10.0 674.0 54.0 394.0 1224.0 36.0 889.0 96.0 84.0 66.0 192.0 5.65 133.0 8.0 15.0 19.0 1.0 583.0 339.0 216.0 255.0 112.0 359.0 83.0 276.0 394.0 528.0 25.0 25297.0 1596.0 5183.0 12013.0 8349.0 1330.0 25284.0 16342.0 1021.0 814.0 263.0 17484.0 564.0 438.0 1.0 334.0 405.0 54.0 12.0 2.0 2.0 2195.0 529.0 436.0 54.8
4 AZ Alkmaar 24.0 56.0 34.0 374.0 3060.0 61.0 42.0 4.0 4.0 51.0 0.0 1.79 1.24 3.03 1.68 2.91 63.8 60.7 1.88 1.78 34.0 34.0 3060.0 43.0 1.26 148.0 108.0 72.3 17.0 7.0 10.0 14.0 41.2 3.0 2.0 1.0 0.0 34.0 0.0 7.0 4.0 43.7 0.29 4.7 0.14 149.0 470.0 31.7 902.0 184.0 38.5 34.9 223.0 55.2 46.0 416.0 18.0 4.3 58.0 1.71 16.5 198.0 17.0 37.4 5.82 0.11 0.29 0.12 -2.8 -3.7 15265.0 18857.0 81.0 275253.0 93127.0 6562.0 7446.0 88.1 6467.0 7408.0 87.3 1723.0 2912.0 59.2 400.0 1225.0 371.0 39.0 1733.0 17139.0 1672.0 407.0 50.0 218.0 464.0 220.0 108.0 33.0 5.0 747.0 46.0 334.0 954.0 28.06 734.0 61.0 50.0 35.0 104.0 3.06 75.0 6.0 8.0 5.0 3.0 607.0 365.0 251.0 273.0 83.0 384.0 96.0 288.0 322.0 619.0 21.0 22768.0 1925.0 6058.0 11113.0 5853.0 962.0 22763.0 14174.0 933.0 675.0 253.0 15146.0 580.0 460.0 0.0 375.0 361.0 46.0 4.0 3.0 4.0 1988.0 360.0 422.0 46.0
5 De Graafschap 26.0 46.0 34.0 374.0 3060.0 35.0 24.0 1.0 2.0 52.0 4.0 1.03 0.71 1.74 1.0 1.71 38.4 36.8 1.13 1.08 34.0 34.0 3060.0 75.0 2.21 225.0 151.0 68.4 8.0 5.0 21.0 6.0 17.6 5.0 4.0 1.0 0.0 34.0 2.0 7.0 2.0 68.6 0.29 -4.4 -0.13 315.0 848.0 37.1 956.0 105.0 58.9 42.1 333.0 85.6 58.6 444.0 9.0 2.0 41.0 1.21 15.4 124.0 29.0 33.2 3.65 0.09 0.27 0.1 -3.4 -2.8 9850.0 13799.0 71.4 195782.0 84081.0 3896.0 4793.0 81.3 4320.0 5428.0 79.6 1475.0 2932.0 50.3 275.0 891.0 210.0 60.0 1130.0 12007.0 1733.0 404.0 25.0 107.0 566.0 152.0 97.0 32.0 4.0 734.0 59.0 277.0 651.0 19.15 450.0 63.0 32.0 54.0 57.0 1.68 39.0 3.0 3.0 6.0 0.0 640.0 387.0 341.0 245.0 54.0 381.0 111.0 270.0 359.0 822.0 14.0 17852.0 2174.0 6353.0 7834.0 3880.0 557.0 17850.0 9026.0 577.0 363.0 122.0 9718.0 632.0 394.0 0.0 441.0 350.0 59.0 2.0 5.0 2.0 1847.0 628.0 705.0 47.1
6 Emmen 28.0 47.6 34.0 374.0 3060.0 39.0 26.0 2.0 2.0 61.0 1.0 1.15 0.76 1.91 1.09 1.85 42.9 41.4 1.26 1.22 34.0 34.0 3060.0 72.0 2.12 193.0 124.0 64.2 10.0 8.0 16.0 4.0 11.8 5.0 3.0 0.0 2.0 34.0 3.0 8.0 3.0 59.3 0.32 -9.7 -0.28 274.0 707.0 38.8 864.0 170.0 52.5 40.3 307.0 82.4 57.4 527.0 36.0 6.8 41.0 1.21 15.2 161.0 25.0 36.6 4.74 0.08 0.23 0.1 -3.9 -4.4 11803.0 15649.0 75.4 218736.0 88405.0 5262.0 6167.0 85.3 4599.0 5576.0 82.5 1571.0 2933.0 53.6 325.0 977.0 223.0 72.0 1202.0 13839.0 1759.0 389.0 23.0 149.0 618.0 163.0 100.0 39.0 10.0 794.0 51.0 354.0 771.0 22.68 570.0 61.0 45.0 39.0 65.0 1.91 47.0 3.0 8.0 4.0 1.0 640.0 379.0 321.0 264.0 55.0 393.0 102.0 291.0 387.0 810.0 13.0 19642.0 2152.0 6440.0 8651.0 4745.0 596.0 19640.0 9920.0 622.0 463.0 124.0 11692.0 558.0 371.0 0.0 455.0 353.0 51.0 2.0 5.0 3.0 1778.0 494.0 604.0 45.0
7 Excelsior 24.0 46.7 34.0 374.0 3060.0 44.0 33.0 3.0 3.0 46.0 4.0 1.29 0.97 2.26 1.21 2.18 39.6 37.3 1.16 1.1 34.0 34.0 3059.0 79.0 2.32 226.0 148.0 66.4 9.0 6.0 19.0 5.0 14.7 5.0 3.0 2.0 0.0 34.0 1.0 7.0 3.0 67.2 0.29 -8.8 -0.26 221.0 588.0 37.6 839.0 175.0 37.7 35.9 389.0 69.9 49.4 678.0 26.0 3.8 21.0 0.62 11.2 115.0 22.0 31.7 3.38 0.11 0.36 0.1 4.4 3.7 11648.0 15362.0 75.8 223368.0 92376.0 4785.0 5654.0 84.6 4888.0 5854.0 83.5 1689.0 3104.0 54.4 273.0 998.0 215.0 61.0 1290.0 13565.0 1761.0 395.0 24.0 143.0 537.0 137.0 86.0 25.0 3.0 728.0 36.0 296.0 635.0 18.68 437.0 62.0 25.0 44.0 74.0 2.18 51.0 8.0 8.0 2.0 0.0 602.0 392.0 356.0 191.0 55.0 419.0 151.0 268.0 365.0 1046.0 13.0 19468.0 2560.0 7098.0 8658.0 3926.0 549.0 19465.0 10577.0 569.0 423.0 144.0 11531.0 571.0 398.0 1.0 329.0 361.0 36.0 2.0 5.0 3.0 1857.0 532.0 549.0 49.2
8 Feyenoord 28.0 59.3 34.0 374.0 3060.0 73.0 53.0 3.0 5.0 35.0 7.0 2.15 1.56 3.71 2.06 3.62 70.3 67.3 2.07 1.98 34.0 34.0 3060.0 41.0 1.21 152.0 113.0 74.3 20.0 5.0 9.0 10.0 29.4 2.0 2.0 0.0 0.0 34.0 4.0 2.0 2.0 41.5 0.26 2.5 0.07 158.0 417.0 37.9 843.0 191.0 31.8 32.7 253.0 58.9 46.9 425.0 18.0 4.2 25.0 0.74 13.8 239.0 21.0 39.0 7.03 0.11 0.29 0.11 2.7 2.7 17075.0 20680.0 82.6 303641.0 100902.0 7814.0 8681.0 90.0 6610.0 7594.0 87.0 2034.0 3135.0 64.9 481.0 1334.0 401.0 62.0 1947.0 19016.0 1611.0 341.0 62.0 265.0 674.0 247.0 86.0 122.0 5.0 695.0 53.0 354.0 1099.0 32.32 826.0 87.0 73.0 37.0 128.0 3.76 91.0 5.0 13.0 7.0 3.0 623.0 370.0 289.0 272.0 62.0 351.0 98.0 253.0 384.0 681.0 15.0 24681.0 2130.0 6316.0 12328.0 6298.0 1073.0 24676.0 15460.0 947.0 664.0 228.0 16939.0 558.0 377.0 3.0 344.0 319.0 53.0 4.0 2.0 2.0 1936.0 531.0 465.0 53.3
9 Fortuna Sittard 28.0 47.1 34.0 374.0 3060.0 49.0 30.0 4.0 5.0 58.0 7.0 1.44 0.88 2.32 1.32 2.21 44.3 40.4 1.3 1.19 34.0 34.0 3060.0 80.0 2.35 204.0 124.0 64.7 9.0 7.0 18.0 5.0 14.7 10.0 8.0 2.0 0.0 34.0 1.0 5.0 2.0 64.5 0.28 -13.5 -0.4 273.0 731.0 37.3 854.0 170.0 56.6 41.9 289.0 85.8 58.1 590.0 33.0 5.6 59.0 1.74 14.5 147.0 20.0 34.3 4.32 0.1 0.31 0.1 4.7 4.6 10951.0 14788.0 74.1 198081.0 82228.0 5099.0 6009.0 84.9 4022.0 5008.0 80.3 1432.0 2820.0 50.8 314.0 847.0 197.0 45.0 1024.0 12962.0 1777.0 489.0 51.0 148.0 523.0 152.0 77.0 66.0 0.0 734.0 49.0 291.0 764.0 22.47 531.0 75.0 44.0 47.0 82.0 2.41 49.0 10.0 4.0 9.0 1.0 653.0 401.0 363.0 233.0 57.0 378.0 106.0 272.0 331.0 773.0 12.0 18763.0 2207.0 6512.0 8261.0 4183.0 577.0 18758.0 9803.0 645.0 473.0 156.0 10854.0 583.0 395.0 2.0 367.0 401.0 49.0 5.0 10.0 2.0 1864.0 547.0 638.0 46.2
10 Groningen 27.0 45.4 34.0 374.0 3060.0 37.0 24.0 5.0 6.0 56.0 3.0 1.09 0.71 1.79 0.94 1.65 43.1 38.6 1.27 1.14 34.0 34.0 3060.0 41.0 1.21 136.0 95.0 71.3 13.0 6.0 15.0 12.0 35.3 2.0 2.0 0.0 0.0 34.0 1.0 4.0 0.0 41.7 0.3 0.7 0.02 267.0 791.0 33.8 982.0 144.0 57.0 42.0 292.0 79.1 58.1 441.0 21.0 4.8 83.0 2.44 17.2 143.0 17.0 34.0 4.21 0.08 0.22 0.09 -6.1 -6.6 9709.0 14155.0 68.6 189328.0 78663.0 3927.0 4930.0 79.7 4001.0 5161.0 77.5 1452.0 3178.0 45.7 303.0 847.0 244.0 64.0 1115.0 12357.0 1745.0 417.0 15.0 198.0 523.0 149.0 80.0 54.0 2.0 812.0 53.0 293.0 724.0 21.29 508.0 68.0 37.0 46.0 60.0 1.76 44.0 4.0 3.0 4.0 0.0 783.0 493.0 413.0 286.0 84.0 400.0 89.0 311.0 437.0 685.0 7.0 18283.0 1938.0 6244.0 7806.0 4447.0 667.0 18277.0 9139.0 547.0 369.0 162.0 9604.0 534.0 427.0 2.0 409.0 330.0 53.0 4.0 2.0 0.0 1917.0 817.0 707.0 53.6
11 Heerenveen 24.0 49.3 34.0 374.0 3060.0 64.0 47.0 7.0 7.0 43.0 4.0 1.88 1.38 3.26 1.68 3.06 51.4 45.9 1.51 1.35 34.0 34.0 3060.0 73.0 2.15 196.0 124.0 65.3 10.0 11.0 13.0 2.0 5.9 6.0 5.0 1.0 0.0 34.0 3.0 12.0 2.0 63.1 0.3 -7.9 -0.23 220.0 620.0 35.5 879.0 161.0 45.3 37.8 312.0 71.2 53.8 497.0 20.0 4.0 18.0 0.53 11.8 169.0 15.0 42.3 4.97 0.14 0.34 0.12 12.6 11.1 11990.0 15965.0 75.1 220496.0 84172.0 5065.0 6057.0 83.6 5067.0 6175.0 82.1 1455.0 2796.0 52.0 308.0 925.0 197.0 50.0 1256.0 14248.0 1674.0 389.0 30.0 127.0 474.0 148.0 77.0 48.0 9.0 721.0 43.0 271.0 724.0 21.29 506.0 63.0 40.0 39.0 115.0 3.38 69.0 11.0 7.0 12.0 3.0 577.0 364.0 291.0 237.0 49.0 352.0 123.0 229.0 343.0 888.0 15.0 19927.0 2207.0 6162.0 9843.0 4133.0 623.0 19920.0 10608.0 615.0 464.0 150.0 11876.0 558.0 313.0 0.0 405.0 332.0 43.0 6.0 6.0 2.0 1889.0 635.0 639.0 49.8
12 Heracles Almelo 25.0 46.5 34.0 374.0 3060.0 60.0 34.0 4.0 6.0 63.0 4.0 1.76 1.0 2.76 1.65 2.65 55.6 50.8 1.64 1.49 34.0 34.0 3060.0 68.0 2.0 207.0 141.0 72.9 15.0 3.0 16.0 6.0 17.6 14.0 12.0 1.0 1.0 34.0 0.0 12.0 3.0 67.1 0.27 2.1 0.06 203.0 562.0 36.1 935.0 177.0 40.6 36.4 295.0 61.7 47.5 522.0 21.0 4.0 31.0 0.91 13.3 158.0 31.0 35.9 4.65 0.13 0.35 0.12 4.4 5.2 11109.0 14869.0 74.7 214370.0 84161.0 4387.0 5181.0 84.7 4920.0 5924.0 83.1 1515.0 2904.0 52.2 297.0 957.0 189.0 45.0 1242.0 13015.0 1785.0 404.0 23.0 192.0 517.0 174.0 128.0 23.0 2.0 811.0 69.0 343.0 745.0 21.91 497.0 64.0 57.0 54.0 95.0 2.79 56.0 6.0 13.0 10.0 0.0 676.0 409.0 342.0 268.0 66.0 418.0 111.0 307.0 368.0 706.0 12.0 19006.0 2151.0 6252.0 8478.0 4489.0 651.0 19000.0 9680.0 665.0 473.0 193.0 10967.0 606.0 445.0 1.0 423.0 397.0 69.0 6.0 14.0 3.0 1953.0 452.0 543.0 45.4
13 NAC Breda 34.0 46.5 34.0 374.0 3060.0 29.0 21.0 2.0 3.0 47.0 4.0 0.85 0.62 1.47 0.79 1.41 38.2 36.0 1.12 1.06 34.0 34.0 3060.0 74.0 2.18 186.0 116.0 62.9 5.0 8.0 21.0 4.0 11.8 6.0 5.0 0.0 1.0 34.0 3.0 8.0 4.0 59.5 0.3 -10.5 -0.31 276.0 639.0 43.2 765.0 108.0 50.5 38.6 314.0 80.6 54.7 575.0 13.0 2.3 19.0 0.56 12.5 109.0 9.0 30.4 3.21 0.08 0.25 0.1 -9.2 -9.0 11496.0 15226.0 75.5 216895.0 85593.0 4795.0 5697.0 84.2 4956.0 6008.0 82.5 1475.0 2729.0 54.0 279.0 802.0 209.0 74.0 1167.0 13466.0 1706.0 374.0 21.0 99.0 647.0 122.0 65.0 45.0 1.0 790.0 54.0 313.0 655.0 19.26 453.0 73.0 43.0 37.0 55.0 1.62 34.0 8.0 3.0 6.0 0.0 598.0 368.0 360.0 201.0 37.0 378.0 152.0 226.0 410.0 998.0 15.0 19395.0 2426.0 6912.0 8821.0 3845.0 560.0 19392.0 10858.0 643.0 466.0 119.0 11397.0 548.0 329.0 3.0 383.0 318.0 54.0 2.0 6.0 4.0 1762.0 638.0 621.0 50.7
14 PSV Eindhoven 26.0 59.6 34.0 374.0 3060.0 95.0 67.0 8.0 9.0 45.0 0.0 2.79 1.97 4.76 2.56 4.53 90.4 83.7 2.66 2.46 34.0 34.0 3060.0 26.0 0.76 84.0 58.0 71.4 26.0 5.0 3.0 16.0 47.1 3.0 2.0 1.0 0.0 34.0 0.0 4.0 1.0 24.3 0.26 -0.7 -0.02 196.0 360.0 54.4 556.0 124.0 38.1 34.4 223.0 66.4 52.7 333.0 20.0 6.0 24.0 0.71 14.1 240.0 17.0 39.5 7.06 0.14 0.36 0.14 4.6 3.3 15965.0 19850.0 80.4 276107.0 102503.0 7155.0 8135.0 88.0 6785.0 7974.0 85.1 1441.0 2479.0 58.1 463.0 1306.0 390.0 91.0 1808.0 18063.0 1719.0 392.0 57.0 77.0 804.0 236.0 88.0 116.0 4.0 808.0 68.0 350.0 1091.0 32.09 752.0 115.0 72.0 53.0 169.0 4.97 106.0 10.0 18.0 11.0 2.0 600.0 345.0 239.0 285.0 76.0 338.0 73.0 265.0 297.0 626.0 11.0 23815.0 1489.0 5016.0 12364.0 6680.0 1206.0 23806.0 13712.0 930.0 665.0 286.0 15843.0 583.0 376.0 0.0 341.0 379.0 68.0 8.0 3.0 1.0 2005.0 823.0 589.0 58.3
15 Utrecht 27.0 48.9 34.0 374.0 3060.0 58.0 43.0 7.0 7.0 49.0 6.0 1.71 1.26 2.97 1.5 2.76 53.5 48.0 1.57 1.41 34.0 34.0 3060.0 51.0 1.5 149.0 98.0 69.1 15.0 8.0 11.0 9.0 26.5 5.0 5.0 0.0 0.0 34.0 2.0 10.0 0.0 46.6 0.28 -4.4 -0.13 244.0 549.0 44.4 673.0 140.0 47.3 37.8 286.0 80.8 53.6 434.0 18.0 4.1 29.0 0.85 14.0 149.0 21.0 31.0 4.38 0.11 0.34 0.1 4.5 3.0 12358.0 16117.0 76.7 232466.0 91153.0 5117.0 5947.0 86.0 5122.0 6191.0 82.7 1700.0 2933.0 58.0 362.0 1050.0 246.0 78.0 1417.0 14302.0 1739.0 441.0 32.0 186.0 673.0 173.0 104.0 56.0 1.0 756.0 76.0 340.0 837.0 24.62 594.0 88.0 57.0 50.0 100.0 2.94 60.0 14.0 9.0 10.0 1.0 627.0 415.0 329.0 246.0 52.0 346.0 109.0 237.0 310.0 693.0 10.0 20032.0 1898.0 5889.0 9650.0 4716.0 751.0 20025.0 10647.0 722.0 504.0 197.0 12243.0 597.0 420.0 1.0 359.0 408.0 76.0 7.0 5.0 0.0 1937.0 564.0 583.0 49.2
16 Vitesse 26.0 49.7 34.0 374.0 3060.0 69.0 47.0 3.0 7.0 58.0 9.0 2.03 1.38 3.41 1.94 3.32 58.3 52.8 1.71 1.55 34.0 34.0 3060.0 51.0 1.5 146.0 96.0 69.2 14.0 11.0 9.0 5.0 14.7 6.0 6.0 0.0 0.0 34.0 3.0 5.0 1.0 47.1 0.29 -2.9 -0.09 236.0 693.0 34.1 1077.0 169.0 50.2 40.2 231.0 65.8 49.4 509.0 18.0 3.5 26.0 0.76 12.9 189.0 16.0 35.7 5.56 0.12 0.35 0.1 10.7 13.2 11915.0 15870.0 75.1 218862.0 87081.0 5243.0 6074.0 86.3 4725.0 5752.0 82.1 1519.0 3078.0 49.4 399.0 915.0 285.0 112.0 1309.0 14048.0 1786.0 454.0 23.0 138.0 819.0 218.0 122.0 71.0 1.0 797.0 36.0 350.0 931.0 27.38 644.0 103.0 54.0 67.0 117.0 3.44 78.0 8.0 15.0 7.0 4.0 663.0 414.0 339.0 262.0 62.0 336.0 82.0 254.0 377.0 723.0 8.0 19820.0 2073.0 6443.0 8611.0 4953.0 791.0 19813.0 10563.0 679.0 465.0 146.0 11796.0 520.0 336.0 5.0 401.0 401.0 36.0 6.0 6.0 1.0 1866.0 593.0 658.0 47.4
17 VVV-Venlo 24.0 40.9 34.0 374.0 3060.0 47.0 31.0 5.0 5.0 44.0 3.0 1.38 0.91 2.29 1.24 2.15 49.2 45.5 1.45 1.34 34.0 34.0 3060.0 63.0 1.85 191.0 130.0 71.2 11.0 8.0 15.0 6.0 17.6 8.0 8.0 0.0 0.0 34.0 1.0 3.0 2.0 56.7 0.26 -4.3 -0.13 348.0 789.0 44.1 844.0 123.0 59.2 42.5 331.0 87.3 55.8 564.0 23.0 4.1 28.0 0.82 12.7 129.0 16.0 31.0 3.79 0.1 0.33 0.11 -2.2 -3.5 9035.0 12920.0 69.9 185227.0 85336.0 3441.0 4319.0 79.7 3820.0 4913.0 77.8 1568.0 3032.0 51.7 316.0 797.0 199.0 53.0 1028.0 11288.0 1588.0 403.0 17.0 114.0 453.0 127.0 55.0 65.0 2.0 631.0 44.0 264.0 710.0 20.88 478.0 85.0 53.0 46.0 79.0 2.32 51.0 5.0 8.0 7.0 1.0 621.0 391.0 326.0 248.0 47.0 378.0 136.0 242.0 371.0 904.0 6.0 16862.0 2315.0 6308.0 7418.0 3331.0 616.0 16857.0 7839.0 396.0 289.0 103.0 8941.0 507.0 329.0 0.0 422.0 364.0 44.0 5.0 8.0 2.0 1712.0 744.0 653.0 53.3
18 Willem II 28.0 46.4 34.0 374.0 3060.0 57.0 37.0 7.0 8.0 53.0 5.0 1.68 1.09 2.76 1.47 2.56 48.7 42.4 1.43 1.25 34.0 34.0 3060.0 72.0 2.12 178.0 108.0 63.5 13.0 5.0 16.0 7.0 20.6 8.0 7.0 0.0 1.0 34.0 1.0 10.0 2.0 57.8 0.29 -12.2 -0.36 282.0 841.0 33.5 958.0 150.0 59.2 42.5 293.0 93.5 62.1 521.0 28.0 5.4 60.0 1.76 15.9 135.0 10.0 37.7 3.97 0.14 0.37 0.12 8.3 7.6 11244.0 15058.0 74.7 199291.0 79982.0 4985.0 5823.0 85.6 4422.0 5400.0 81.9 1272.0 2662.0 47.8 266.0 838.0 202.0 64.0 1129.0 13175.0 1836.0 470.0 26.0 106.0 505.0 163.0 81.0 37.0 4.0 806.0 47.0 328.0 642.0 18.88 465.0 52.0 32.0 32.0 100.0 2.94 66.0 6.0 9.0 9.0 5.0 569.0 369.0 292.0 230.0 47.0 378.0 102.0 276.0 367.0 776.0 16.0 19019.0 1951.0 5863.0 9139.0 4216.0 593.0 19011.0 9962.0 649.0 517.0 165.0 11138.0 611.0 481.0 2.0 383.0 424.0 47.0 8.0 8.0 2.0 1790.0 546.0 602.0 47.6
19 Zwolle 26.0 54.4 34.0 374.0 3060.0 43.0 31.0 3.0 4.0 60.0 3.0 1.26 0.91 2.18 1.18 2.09 43.0 40.3 1.27 1.19 34.0 34.0 3057.0 57.0 1.68 145.0 88.0 63.4 11.0 6.0 17.0 11.0 32.4 6.0 4.0 2.0 0.0 34.0 2.0 14.0 1.0 49.0 0.3 -7.0 -0.21 181.0 511.0 35.4 1077.0 193.0 34.5 33.0 257.0 54.1 45.2 458.0 22.0 4.8 24.0 0.71 12.5 159.0 18.0 32.9 4.68 0.08 0.25 0.08 0.0 -0.3 13966.0 17570.0 79.5 271154.0 94293.0 5281.0 6001.0 88.0 6288.0 7213.0 87.2 2012.0 3407.0 59.1 372.0 988.0 254.0 89.0 1309.0 15841.0 1679.0 397.0 30.0 178.0 740.0 191.0 80.0 80.0 1.0 743.0 50.0 317.0 853.0 25.09 617.0 71.0 43.0 45.0 76.0 2.24 52.0 5.0 8.0 6.0 1.0 557.0 344.0 280.0 228.0 49.0 320.0 75.0 245.0 333.0 706.0 10.0 21374.0 2300.0 7173.0 9830.0 4596.0 654.0 21370.0 11927.0 721.0 536.0 159.0 13831.0 511.0 312.0 2.0 410.0 344.0 50.0 3.0 6.0 1.0 1817.0 522.0 579.0 47.4