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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_2020-2021_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,37.0,42.6,34.0,374.0,3060.0,27.0,20.0,4.0,5.0,59.0,2.0,0.79,0.59,1.38,0.68,1.26,26.1,22.2,0.77,0.65,34.0,34.0,3060.0,76.0,2.24,218.0,143.0,67.9,4.0,10.0,20.0,5.0,14.7,7.0,6.0,0.0,1.0,34.0,1.0,7.0,1.0,68.9,0.29,-6.1,-0.18,275.0,652.0,42.2,959.0,180.0,43.9,37.2,342.0,67.5,49.7,574.0,21.0,3.7,22.0,0.65,11.6,90.0,7.0,32.0,2.65,0.08,0.26,0.08,0.9,0.8,10170.0,13930.0,73.0,198551.0,82270.0,4001.0,4775.0,83.8,4522.0,5528.0,81.8,1414.0,2857.0,49.5,219.0,755.0,161.0,53.0,903.0,12213.0,1684.0,390.0,10.0,123.0,510.0,117.0,31.0,60.0,0.0,725.0,33.0,282.0,496.0,14.59,336.0,54.0,23.0,28.0,48.0,1.41,33.0,2.0,3.0,3.0,0.0,542.0,320.0,324.0,180.0,38.0,400.0,176.0,224.0,420.0,789.0,13.0,17888.0,2664.0,7231.0,7661.0,3221.0,401.0,17882.0,9250.0,465.0,345.0,62.0,10056.0,618.0,300.0,1.0,349.0,334.0,33.0,4.0,7.0,1.0,1823.0,499.0,521.0,48.9
Ajax,30.0,63.5,34.0,374.0,3060.0,99.0,74.0,10.0,11.0,35.0,4.0,2.91,2.18,5.09,2.62,4.79,97.5,90.0,2.87,2.65,34.0,34.0,3060.0,23.0,0.68,109.0,85.0,79.8,28.0,4.0,2.0,16.0,47.1,2.0,1.0,1.0,0.0,34.0,1.0,3.0,0.0,29.0,0.26,6.0,0.18,169.0,364.0,46.4,1053.0,157.0,29.4,30.5,153.0,35.3,33.6,283.0,16.0,5.7,46.0,1.35,16.6,249.0,21.0,38.3,7.32,0.14,0.36,0.14,1.5,-1.0,18259.0,21972.0,83.1,308035.0,114527.0,8739.0,9756.0,89.6,7388.0,8417.0,87.8,1580.0,2537.0,62.3,500.0,1759.0,594.0,110.0,2346.0,20401.0,1509.0,371.0,34.0,106.0,789.0,253.0,60.0,124.0,2.0,663.0,62.0,356.0,1170.0,34.41,897.0,92.0,81.0,37.0,170.0,5.0,139.0,5.0,14.0,5.0,2.0,548.0,327.0,200.0,241.0,107.0,324.0,64.0,260.0,408.0,377.0,7.0,25744.0,1793.0,5845.0,11938.0,8200.0,1389.0,25733.0,15360.0,820.0,586.0,208.0,18066.0,588.0,393.0,0.0,377.0,322.0,62.0,5.0,2.0,0.0,2125.0,505.0,439.0,53.5
AZ Alkmaar,25.0,55.1,34.0,374.0,3060.0,72.0,45.0,9.0,13.0,38.0,7.0,2.12,1.32,3.44,1.85,3.18,69.0,59.0,2.03,1.74,34.0,34.0,3058.0,41.0,1.21,121.0,82.0,69.4,21.0,8.0,5.0,10.0,29.4,4.0,4.0,0.0,0.0,34.0,1.0,5.0,2.0,37.0,0.28,-2.0,-0.06,145.0,414.0,35.0,1057.0,201.0,30.5,31.1,227.0,40.5,35.9,438.0,13.0,3.0,25.0,0.74,14.9,179.0,15.0,38.8,5.26,0.14,0.35,0.13,3.0,4.0,15647.0,19169.0,81.6,279309.0,99064.0,6774.0,7645.0,88.6,6986.0,7893.0,88.5,1523.0,2700.0,56.4,369.0,1244.0,377.0,53.0,1694.0,17474.0,1645.0,436.0,23.0,133.0,561.0,213.0,125.0,30.0,2.0,694.0,50.0,288.0,821.0,24.15,613.0,57.0,39.0,42.0,119.0,3.5,77.0,5.0,11.0,10.0,5.0,490.0,276.0,184.0,234.0,72.0,298.0,83.0,215.0,405.0,511.0,5.0,22770.0,2293.0,6837.0,10723.0,5440.0,931.0,22757.0,14097.0,722.0,496.0,194.0,15487.0,628.0,342.0,3.0,325.0,378.0,50.0,10.0,4.0,2.0,1957.0,376.0,376.0,50.0
Emmen,32.0,53.6,34.0,374.0,3060.0,39.0,15.0,9.0,10.0,50.0,5.0,1.15,0.44,1.59,0.88,1.32,45.5,37.8,1.34,1.11,34.0,34.0,3060.0,68.0,2.0,179.0,112.0,64.2,7.0,9.0,18.0,4.0,11.8,4.0,4.0,0.0,0.0,34.0,0.0,4.0,1.0,58.8,0.31,-8.2,-0.24,236.0,631.0,37.4,1137.0,181.0,39.8,33.9,284.0,62.7,46.7,466.0,8.0,1.7,24.0,0.71,13.8,119.0,29.0,30.9,3.5,0.08,0.25,0.1,-6.5,-7.8,14947.0,18960.0,78.8,272132.0,96501.0,6567.0,7430.0,88.4,6122.0,7089.0,86.4,1789.0,3319.0,53.9,268.0,964.0,196.0,54.0,1147.0,17336.0,1569.0,359.0,25.0,170.0,573.0,150.0,91.0,46.0,0.0,675.0,55.0,334.0,691.0,20.32,480.0,58.0,53.0,56.0,60.0,1.76,29.0,4.0,12.0,11.0,1.0,553.0,319.0,283.0,215.0,55.0,345.0,113.0,232.0,375.0,676.0,16.0,22673.0,2641.0,8286.0,10442.0,4143.0,545.0,22663.0,11915.0,462.0,350.0,107.0,14830.0,479.0,247.0,1.0,369.0,337.0,55.0,8.0,4.0,1.0,1926.0,535.0,538.0,49.9
Feyenoord,30.0,55.2,34.0,374.0,3060.0,63.0,39.0,9.0,11.0,42.0,4.0,1.85,1.15,3.0,1.59,2.74,64.2,57.1,1.89,1.68,34.0,34.0,3060.0,36.0,1.06,143.0,110.0,80.4,16.0,11.0,7.0,13.0,38.2,9.0,8.0,0.0,1.0,34.0,0.0,3.0,3.0,43.2,0.25,10.2,0.3,183.0,437.0,41.9,1018.0,243.0,31.6,32.5,215.0,53.5,45.1,407.0,23.0,5.7,48.0,1.41,16.2,170.0,12.0,32.7,5.0,0.1,0.32,0.11,-1.2,-3.1,15913.0,19384.0,82.1,290168.0,103215.0,6849.0,7706.0,88.9,6737.0,7671.0,87.8,1881.0,3016.0,62.4,420.0,1323.0,363.0,92.0,1700.0,17786.0,1544.0,434.0,18.0,189.0,655.0,191.0,130.0,22.0,1.0,633.0,54.0,282.0,941.0,27.68,730.0,59.0,53.0,33.0,112.0,3.29,75.0,9.0,11.0,8.0,1.0,572.0,346.0,259.0,239.0,74.0,331.0,75.0,256.0,410.0,543.0,12.0,23128.0,2141.0,6540.0,11175.0,5623.0,898.0,23117.0,14073.0,668.0,473.0,182.0,15788.0,581.0,356.0,2.0,371.0,381.0,54.0,9.0,9.0,3.0,1964.0,472.0,323.0,59.4
Fortuna Sittard,30.0,45.8,34.0,374.0,3060.0,49.0,34.0,4.0,4.0,45.0,2.0,1.44,1.0,2.44,1.32,2.32,46.4,43.6,1.37,1.28,34.0,34.0,3060.0,58.0,1.71,166.0,110.0,70.5,12.0,5.0,17.0,4.0,11.8,10.0,9.0,0.0,1.0,34.0,2.0,3.0,2.0,57.4,0.3,1.4,0.04,269.0,713.0,37.7,1043.0,134.0,49.1,38.3,305.0,65.9,47.7,574.0,19.0,3.3,50.0,1.47,14.8,146.0,20.0,38.6,4.29,0.12,0.31,0.12,2.6,1.4,10817.0,15081.0,71.7,206686.0,85192.0,4461.0,5385.0,82.8,4601.0,5805.0,79.3,1480.0,3059.0,48.4,278.0,877.0,215.0,45.0,1023.0,13356.0,1683.0,410.0,20.0,88.0,487.0,138.0,96.0,22.0,0.0,735.0,42.0,277.0,639.0,18.79,455.0,54.0,40.0,33.0,78.0,2.29,58.0,3.0,8.0,3.0,0.0,574.0,334.0,280.0,227.0,67.0,355.0,107.0,248.0,459.0,782.0,6.0,19057.0,2455.0,7208.0,8316.0,3735.0,589.0,19053.0,9250.0,455.0,333.0,116.0,10710.0,578.0,294.0,0.0,412.0,330.0,42.0,3.0,10.0,2.0,1948.0,611.0,625.0,49.4
Groningen,29.0,49.3,34.0,374.0,3060.0,39.0,33.0,0.0,0.0,49.0,3.0,1.15,0.97,2.12,1.15,2.12,42.1,42.1,1.24,1.24,34.0,34.0,3060.0,37.0,1.09,128.0,91.0,75.0,14.0,8.0,12.0,12.0,35.3,6.0,5.0,1.0,0.0,34.0,0.0,5.0,1.0,37.8,0.25,1.8,0.05,265.0,754.0,35.1,1420.0,164.0,43.1,36.5,231.0,61.5,49.1,416.0,8.0,1.9,63.0,1.85,16.1,121.0,17.0,30.8,3.56,0.1,0.32,0.11,-3.1,-3.1,11960.0,15743.0,76.0,249122.0,87341.0,3938.0,4690.0,84.0,5920.0,6837.0,86.6,1912.0,3508.0,54.5,287.0,915.0,182.0,70.0,1102.0,14102.0,1596.0,438.0,9.0,187.0,604.0,138.0,75.0,27.0,9.0,717.0,45.0,241.0,683.0,20.09,488.0,55.0,31.0,39.0,69.0,2.03,49.0,6.0,5.0,5.0,3.0,531.0,326.0,283.0,184.0,64.0,364.0,95.0,269.0,457.0,619.0,9.0,19595.0,2389.0,7380.0,8440.0,4001.0,594.0,19595.0,10690.0,637.0,402.0,156.0,11796.0,624.0,327.0,1.0,386.0,363.0,45.0,0.0,6.0,1.0,1877.0,572.0,588.0,49.3
Heerenveen,24.0,47.3,34.0,374.0,3060.0,43.0,34.0,3.0,4.0,41.0,5.0,1.26,1.0,2.26,1.18,2.18,46.0,42.9,1.35,1.26,34.0,34.0,3060.0,49.0,1.44,153.0,105.0,73.2,9.0,12.0,13.0,10.0,29.4,8.0,8.0,0.0,0.0,34.0,0.0,6.0,1.0,43.5,0.24,-4.5,-0.13,186.0,430.0,43.3,938.0,179.0,30.9,31.2,316.0,44.3,38.6,563.0,13.0,2.3,60.0,1.76,17.9,143.0,14.0,36.8,4.21,0.1,0.28,0.11,-3.0,-2.9,12925.0,16645.0,77.7,242215.0,94849.0,5292.0,6188.0,85.5,5703.0,6757.0,84.4,1624.0,2825.0,57.5,294.0,1009.0,230.0,69.0,1216.0,15102.0,1485.0,344.0,22.0,87.0,530.0,145.0,90.0,45.0,0.0,597.0,58.0,285.0,671.0,19.74,507.0,56.0,33.0,29.0,74.0,2.18,52.0,3.0,4.0,4.0,1.0,592.0,337.0,320.0,219.0,53.0,415.0,128.0,287.0,457.0,810.0,6.0,20747.0,2557.0,7667.0,9210.0,4083.0,652.0,20743.0,11635.0,593.0,403.0,138.0,12820.0,575.0,279.0,1.0,346.0,290.0,58.0,3.0,8.0,1.0,1933.0,552.0,475.0,53.7
Heracles Almelo,28.0,46.7,34.0,374.0,3060.0,42.0,30.0,5.0,6.0,48.0,2.0,1.24,0.88,2.12,1.09,1.97,43.6,38.9,1.28,1.14,34.0,34.0,3060.0,53.0,1.56,140.0,88.0,65.0,12.0,8.0,14.0,9.0,26.5,6.0,4.0,1.0,1.0,34.0,0.0,3.0,2.0,43.4,0.28,-7.6,-0.22,175.0,483.0,36.2,870.0,143.0,38.3,35.6,254.0,59.1,45.8,393.0,21.0,5.3,32.0,0.94,14.7,116.0,15.0,34.4,3.41,0.11,0.32,0.12,-1.6,-1.9,12251.0,15960.0,76.8,231527.0,87510.0,5078.0,5901.0,86.1,5348.0,6312.0,84.7,1559.0,2876.0,54.2,243.0,1001.0,186.0,41.0,1186.0,14221.0,1677.0,403.0,19.0,169.0,538.0,150.0,74.0,43.0,4.0,780.0,62.0,344.0,594.0,17.47,429.0,56.0,21.0,32.0,69.0,2.03,44.0,8.0,4.0,6.0,1.0,665.0,426.0,331.0,274.0,60.0,428.0,104.0,324.0,467.0,564.0,12.0,20174.0,2012.0,6806.0,9080.0,4555.0,597.0,20168.0,11371.0,595.0,456.0,144.0,12131.0,656.0,355.0,1.0,350.0,377.0,62.0,4.0,6.0,2.0,2075.0,417.0,468.0,47.1
PSV Eindhoven,36.0,58.4,34.0,374.0,3060.0,72.0,57.0,5.0,9.0,40.0,0.0,2.12,1.68,3.79,1.97,3.65,70.6,63.7,2.08,1.87,34.0,34.0,3060.0,35.0,1.03,109.0,74.0,72.5,21.0,9.0,4.0,12.0,35.3,6.0,5.0,1.0,0.0,34.0,0.0,2.0,1.0,30.2,0.23,-3.8,-0.11,105.0,236.0,44.5,750.0,150.0,20.4,27.5,198.0,41.9,36.9,352.0,8.0,2.3,40.0,1.18,17.2,203.0,20.0,40.0,5.97,0.13,0.33,0.13,1.4,3.3,17547.0,21440.0,81.8,302545.0,104904.0,8150.0,9205.0,88.5,7165.0,8272.0,86.6,1707.0,2778.0,61.4,403.0,1456.0,375.0,61.0,1867.0,19853.0,1525.0,350.0,26.0,193.0,563.0,199.0,90.0,68.0,0.0,709.0,62.0,347.0,926.0,27.24,693.0,65.0,48.0,41.0,131.0,3.85,101.0,3.0,6.0,8.0,2.0,540.0,327.0,218.0,255.0,67.0,368.0,69.0,299.0,461.0,471.0,9.0,25332.0,1668.0,6436.0,12575.0,6533.0,939.0,25323.0,15147.0,759.0,552.0,216.0,17413.0,631.0,329.0,0.0,342.0,329.0,62.0,7.0,6.0,1.0,2228.0,553.0,421.0,56.8
RKC Waalwijk,27.0,47.8,34.0,374.0,3060.0,33.0,28.0,2.0,2.0,34.0,2.0,0.97,0.82,1.79,0.91,1.74,31.6,30.1,0.93,0.89,34.0,34.0,3060.0,55.0,1.62,204.0,146.0,74.5,7.0,9.0,18.0,5.0,14.7,6.0,3.0,3.0,0.0,34.0,1.0,3.0,0.0,64.6,0.29,9.6,0.28,280.0,708.0,39.5,1319.0,209.0,41.5,35.3,279.0,57.7,41.9,502.0,26.0,5.2,45.0,1.32,15.7,132.0,12.0,37.4,3.88,0.09,0.23,0.09,1.4,0.9,12289.0,16262.0,75.6,230865.0,91820.0,5176.0,6086.0,85.0,5070.0,6117.0,82.9,1695.0,3134.0,54.1,267.0,998.0,204.0,61.0,1244.0,14515.0,1691.0,438.0,16.0,131.0,614.0,152.0,83.0,46.0,0.0,727.0,56.0,312.0,618.0,18.18,454.0,57.0,33.0,36.0,56.0,1.65,44.0,1.0,2.0,2.0,3.0,532.0,294.0,265.0,211.0,56.0,381.0,107.0,274.0,465.0,612.0,7.0,20124.0,2464.0,7235.0,8571.0,4540.0,559.0,20122.0,11259.0,586.0,397.0,128.0,12138.0,630.0,378.0,0.0,378.0,349.0,56.0,1.0,6.0,0.0,1988.0,441.0,572.0,43.5
Sparta R'dam,23.0,43.6,34.0,374.0,3060.0,48.0,32.0,5.0,5.0,43.0,4.0,1.41,0.94,2.35,1.26,2.21,46.4,42.5,1.36,1.25,34.0,34.0,3060.0,48.0,1.41,136.0,87.0,66.9,13.0,8.0,13.0,10.0,29.4,5.0,3.0,1.0,1.0,34.0,1.0,11.0,0.0,45.4,0.31,-2.6,-0.08,234.0,634.0,36.9,701.0,124.0,56.1,42.9,305.0,79.0,56.4,478.0,5.0,1.0,13.0,0.38,12.1,142.0,11.0,32.5,4.18,0.1,0.3,0.1,1.6,0.5,10473.0,14640.0,71.5,204112.0,86097.0,4244.0,5226.0,81.2,4439.0,5531.0,80.3,1537.0,3041.0,50.5,351.0,996.0,234.0,64.0,1156.0,12933.0,1650.0,371.0,15.0,115.0,512.0,147.0,69.0,46.0,1.0,744.0,57.0,292.0,777.0,22.85,572.0,74.0,44.0,36.0,79.0,2.32,51.0,8.0,7.0,7.0,3.0,633.0,361.0,320.0,249.0,64.0,350.0,83.0,267.0,442.0,698.0,10.0,18693.0,1960.0,5900.0,8438.0,4542.0,616.0,18688.0,8882.0,394.0,318.0,118.0,10357.0,560.0,294.0,1.0,381.0,301.0,57.0,4.0,5.0,0.0,1959.0,697.0,722.0,49.1
Twente,28.0,49.3,34.0,374.0,3060.0,47.0,32.0,6.0,7.0,47.0,3.0,1.38,0.94,2.32,1.21,2.15,45.5,40.0,1.34,1.18,34.0,34.0,3060.0,50.0,1.47,157.0,108.0,72.6,10.0,11.0,13.0,6.0,17.6,10.0,7.0,2.0,1.0,34.0,1.0,4.0,3.0,49.1,0.27,2.1,0.06,191.0,678.0,28.2,1306.0,169.0,41.4,36.7,253.0,54.2,44.8,429.0,15.0,3.5,40.0,1.18,15.2,141.0,8.0,36.4,4.15,0.11,0.29,0.11,1.5,1.0,12473.0,16745.0,74.5,234011.0,84797.0,5041.0,6116.0,82.4,5653.0,6741.0,83.9,1516.0,3065.0,49.5,288.0,1038.0,225.0,59.0,1293.0,15073.0,1625.0,375.0,19.0,127.0,521.0,149.0,65.0,65.0,1.0,760.0,47.0,299.0,657.0,19.32,479.0,45.0,41.0,21.0,77.0,2.26,53.0,6.0,5.0,5.0,3.0,604.0,370.0,283.0,247.0,74.0,380.0,80.0,300.0,437.0,617.0,8.0,20818.0,2323.0,6990.0,9421.0,4610.0,681.0,20811.0,11395.0,579.0,367.0,178.0,12347.0,678.0,313.0,0.0,396.0,276.0,47.0,3.0,10.0,3.0,2047.0,498.0,671.0,42.6
Utrecht,31.0,49.5,34.0,374.0,3060.0,50.0,34.0,4.0,6.0,42.0,1.0,1.47,1.0,2.47,1.35,2.35,67.1,62.9,1.97,1.85,34.0,34.0,3060.0,41.0,1.21,112.0,72.0,67.9,13.0,14.0,7.0,8.0,23.5,5.0,5.0,0.0,0.0,34.0,1.0,5.0,1.0,37.2,0.29,-2.8,-0.08,139.0,357.0,38.9,705.0,163.0,33.2,32.2,250.0,49.2,41.0,413.0,8.0,1.9,32.0,0.94,15.8,178.0,7.0,35.6,5.24,0.09,0.26,0.13,-17.1,-16.9,12943.0,16877.0,76.7,241926.0,94258.0,5280.0,6217.0,84.9,5850.0,6997.0,83.6,1562.0,2798.0,55.8,370.0,1174.0,308.0,58.0,1594.0,15131.0,1683.0,384.0,24.0,133.0,687.0,221.0,81.0,114.0,1.0,750.0,63.0,317.0,860.0,25.29,590.0,100.0,63.0,36.0,84.0,2.47,57.0,7.0,8.0,7.0,1.0,589.0,366.0,302.0,227.0,60.0,399.0,106.0,293.0,435.0,483.0,7.0,20805.0,1848.0,6194.0,9827.0,5028.0,856.0,20799.0,11283.0,646.0,438.0,184.0,12815.0,610.0,359.0,1.0,364.0,350.0,63.0,5.0,5.0,1.0,2098.0,571.0,491.0,53.8
Vitesse,26.0,54.2,34.0,374.0,3060.0,52.0,38.0,4.0,4.0,60.0,5.0,1.53,1.12,2.65,1.41,2.53,49.6,46.5,1.46,1.37,34.0,34.0,3060.0,38.0,1.12,136.0,97.0,74.3,18.0,7.0,9.0,12.0,35.3,4.0,3.0,1.0,0.0,34.0,0.0,5.0,0.0,42.2,0.29,4.2,0.12,245.0,657.0,37.3,1349.0,187.0,43.9,36.9,185.0,35.1,35.5,407.0,12.0,2.9,44.0,1.29,16.0,163.0,49.0,31.3,4.79,0.09,0.29,0.09,2.4,1.5,13477.0,17283.0,78.0,251388.0,96301.0,5625.0,6562.0,85.7,5699.0,6685.0,85.3,1750.0,3080.0,56.8,366.0,1090.0,278.0,62.0,1385.0,15495.0,1740.0,476.0,24.0,190.0,614.0,173.0,72.0,79.0,0.0,797.0,48.0,260.0,903.0,26.56,594.0,94.0,53.0,95.0,89.0,2.62,61.0,7.0,9.0,8.0,1.0,599.0,351.0,259.0,258.0,82.0,357.0,83.0,274.0,399.0,466.0,12.0,21215.0,2039.0,6596.0,9873.0,4978.0,776.0,21211.0,12073.0,674.0,449.0,154.0,13334.0,634.0,304.0,2.0,403.0,464.0,48.0,3.0,4.0,0.0,1956.0,527.0,509.0,50.9
VVV-Venlo,29.0,43.2,34.0,374.0,3060.0,42.0,27.0,8.0,9.0,47.0,5.0,1.24,0.79,2.03,1.0,1.79,41.0,34.0,1.21,1.0,34.0,34.0,3060.0,91.0,2.68,242.0,151.0,66.5,6.0,5.0,23.0,1.0,2.9,11.0,10.0,1.0,0.0,34.0,1.0,8.0,1.0,81.0,0.29,-9.0,-0.26,351.0,815.0,43.1,947.0,86.0,53.2,39.8,384.0,81.0,54.7,516.0,9.0,1.7,26.0,0.76,14.4,100.0,8.0,31.8,2.94,0.11,0.34,0.11,1.0,0.0,9956.0,13864.0,71.8,193636.0,85528.0,4101.0,5039.0,81.4,4112.0,5138.0,80.0,1467.0,2824.0,51.9,232.0,824.0,171.0,79.0,1027.0,12088.0,1709.0,400.0,6.0,134.0,564.0,113.0,39.0,55.0,5.0,689.0,67.0,268.0,549.0,16.15,374.0,59.0,28.0,47.0,72.0,2.12,51.0,6.0,4.0,8.0,0.0,549.0,317.0,297.0,196.0,56.0,374.0,136.0,238.0,424.0,730.0,4.0,17730.0,2420.0,6443.0,7725.0,3752.0,490.0,17721.0,9074.0,492.0,317.0,98.0,9840.0,576.0,281.0,1.0,412.0,351.0,67.0,6.0,11.0,1.0,1805.0,595.0,573.0,50.9
Willem II,30.0,43.8,34.0,374.0,3060.0,39.0,28.0,3.0,3.0,47.0,4.0,1.15,0.82,1.97,1.06,1.88,42.6,40.3,1.25,1.19,34.0,34.0,3060.0,68.0,2.0,170.0,102.0,64.1,8.0,7.0,19.0,6.0,17.6,9.0,7.0,2.0,0.0,34.0,1.0,8.0,2.0,53.3,0.27,-12.7,-0.37,252.0,680.0,37.1,869.0,156.0,51.9,41.2,298.0,76.8,54.8,487.0,22.0,4.5,45.0,1.32,15.5,139.0,23.0,36.8,4.09,0.1,0.26,0.11,-3.6,-4.3,10658.0,14663.0,72.7,206006.0,85510.0,4211.0,5171.0,81.4,4639.0,5677.0,81.7,1497.0,2880.0,52.0,286.0,860.0,215.0,69.0,1107.0,12876.0,1727.0,401.0,9.0,119.0,562.0,142.0,86.0,42.0,1.0,783.0,60.0,339.0,662.0,19.47,470.0,48.0,42.0,37.0,63.0,1.85,45.0,2.0,8.0,3.0,1.0,615.0,363.0,293.0,263.0,59.0,414.0,118.0,296.0,449.0,626.0,6.0,18817.0,1972.0,6389.0,8541.0,4094.0,574.0,18814.0,9734.0,586.0,422.0,143.0,10552.0,682.0,367.0,2.0,339.0,360.0,60.0,2.0,9.0,2.0,1940.0,558.0,598.0,48.3
Zwolle,27.0,51.1,34.0,374.0,3060.0,42.0,25.0,5.0,6.0,40.0,5.0,1.24,0.74,1.97,1.09,1.82,42.5,38.1,1.25,1.12,34.0,34.0,3060.0,53.0,1.56,158.0,106.0,68.4,9.0,11.0,14.0,7.0,20.6,3.0,3.0,0.0,0.0,34.0,0.0,4.0,1.0,46.9,0.28,-5.1,-0.15,161.0,472.0,34.1,1033.0,198.0,33.6,33.8,262.0,47.7,42.1,494.0,12.0,2.4,56.0,1.65,17.4,141.0,14.0,32.9,4.15,0.09,0.26,0.09,-0.5,-1.1,13446.0,17117.0,78.6,257291.0,90822.0,5159.0,5961.0,86.5,6302.0,7264.0,86.8,1704.0,3048.0,55.9,315.0,1011.0,218.0,60.0,1292.0,15433.0,1621.0,406.0,10.0,124.0,565.0,162.0,69.0,64.0,2.0,706.0,63.0,309.0,753.0,22.15,542.0,68.0,39.0,42.0,69.0,2.03,35.0,7.0,9.0,10.0,0.0,586.0,354.0,284.0,227.0,75.0,339.0,96.0,243.0,429.0,647.0,16.0,21126.0,2342.0,7552.0,9375.0,4394.0,578.0,21120.0,11946.0,624.0,423.0,131.0,13323.0,648.0,343.0,1.0,377.0,347.0,63.0,5.0,3.0,1.0,1966.0,428.0,497.0,46.3
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 37.0 42.6 34.0 374.0 3060.0 27.0 20.0 4.0 5.0 59.0 2.0 0.79 0.59 1.38 0.68 1.26 26.1 22.2 0.77 0.65 34.0 34.0 3060.0 76.0 2.24 218.0 143.0 67.9 4.0 10.0 20.0 5.0 14.7 7.0 6.0 0.0 1.0 34.0 1.0 7.0 1.0 68.9 0.29 -6.1 -0.18 275.0 652.0 42.2 959.0 180.0 43.9 37.2 342.0 67.5 49.7 574.0 21.0 3.7 22.0 0.65 11.6 90.0 7.0 32.0 2.65 0.08 0.26 0.08 0.9 0.8 10170.0 13930.0 73.0 198551.0 82270.0 4001.0 4775.0 83.8 4522.0 5528.0 81.8 1414.0 2857.0 49.5 219.0 755.0 161.0 53.0 903.0 12213.0 1684.0 390.0 10.0 123.0 510.0 117.0 31.0 60.0 0.0 725.0 33.0 282.0 496.0 14.59 336.0 54.0 23.0 28.0 48.0 1.41 33.0 2.0 3.0 3.0 0.0 542.0 320.0 324.0 180.0 38.0 400.0 176.0 224.0 420.0 789.0 13.0 17888.0 2664.0 7231.0 7661.0 3221.0 401.0 17882.0 9250.0 465.0 345.0 62.0 10056.0 618.0 300.0 1.0 349.0 334.0 33.0 4.0 7.0 1.0 1823.0 499.0 521.0 48.9
3 Ajax 30.0 63.5 34.0 374.0 3060.0 99.0 74.0 10.0 11.0 35.0 4.0 2.91 2.18 5.09 2.62 4.79 97.5 90.0 2.87 2.65 34.0 34.0 3060.0 23.0 0.68 109.0 85.0 79.8 28.0 4.0 2.0 16.0 47.1 2.0 1.0 1.0 0.0 34.0 1.0 3.0 0.0 29.0 0.26 6.0 0.18 169.0 364.0 46.4 1053.0 157.0 29.4 30.5 153.0 35.3 33.6 283.0 16.0 5.7 46.0 1.35 16.6 249.0 21.0 38.3 7.32 0.14 0.36 0.14 1.5 -1.0 18259.0 21972.0 83.1 308035.0 114527.0 8739.0 9756.0 89.6 7388.0 8417.0 87.8 1580.0 2537.0 62.3 500.0 1759.0 594.0 110.0 2346.0 20401.0 1509.0 371.0 34.0 106.0 789.0 253.0 60.0 124.0 2.0 663.0 62.0 356.0 1170.0 34.41 897.0 92.0 81.0 37.0 170.0 5.0 139.0 5.0 14.0 5.0 2.0 548.0 327.0 200.0 241.0 107.0 324.0 64.0 260.0 408.0 377.0 7.0 25744.0 1793.0 5845.0 11938.0 8200.0 1389.0 25733.0 15360.0 820.0 586.0 208.0 18066.0 588.0 393.0 0.0 377.0 322.0 62.0 5.0 2.0 0.0 2125.0 505.0 439.0 53.5
4 AZ Alkmaar 25.0 55.1 34.0 374.0 3060.0 72.0 45.0 9.0 13.0 38.0 7.0 2.12 1.32 3.44 1.85 3.18 69.0 59.0 2.03 1.74 34.0 34.0 3058.0 41.0 1.21 121.0 82.0 69.4 21.0 8.0 5.0 10.0 29.4 4.0 4.0 0.0 0.0 34.0 1.0 5.0 2.0 37.0 0.28 -2.0 -0.06 145.0 414.0 35.0 1057.0 201.0 30.5 31.1 227.0 40.5 35.9 438.0 13.0 3.0 25.0 0.74 14.9 179.0 15.0 38.8 5.26 0.14 0.35 0.13 3.0 4.0 15647.0 19169.0 81.6 279309.0 99064.0 6774.0 7645.0 88.6 6986.0 7893.0 88.5 1523.0 2700.0 56.4 369.0 1244.0 377.0 53.0 1694.0 17474.0 1645.0 436.0 23.0 133.0 561.0 213.0 125.0 30.0 2.0 694.0 50.0 288.0 821.0 24.15 613.0 57.0 39.0 42.0 119.0 3.5 77.0 5.0 11.0 10.0 5.0 490.0 276.0 184.0 234.0 72.0 298.0 83.0 215.0 405.0 511.0 5.0 22770.0 2293.0 6837.0 10723.0 5440.0 931.0 22757.0 14097.0 722.0 496.0 194.0 15487.0 628.0 342.0 3.0 325.0 378.0 50.0 10.0 4.0 2.0 1957.0 376.0 376.0 50.0
5 Emmen 32.0 53.6 34.0 374.0 3060.0 39.0 15.0 9.0 10.0 50.0 5.0 1.15 0.44 1.59 0.88 1.32 45.5 37.8 1.34 1.11 34.0 34.0 3060.0 68.0 2.0 179.0 112.0 64.2 7.0 9.0 18.0 4.0 11.8 4.0 4.0 0.0 0.0 34.0 0.0 4.0 1.0 58.8 0.31 -8.2 -0.24 236.0 631.0 37.4 1137.0 181.0 39.8 33.9 284.0 62.7 46.7 466.0 8.0 1.7 24.0 0.71 13.8 119.0 29.0 30.9 3.5 0.08 0.25 0.1 -6.5 -7.8 14947.0 18960.0 78.8 272132.0 96501.0 6567.0 7430.0 88.4 6122.0 7089.0 86.4 1789.0 3319.0 53.9 268.0 964.0 196.0 54.0 1147.0 17336.0 1569.0 359.0 25.0 170.0 573.0 150.0 91.0 46.0 0.0 675.0 55.0 334.0 691.0 20.32 480.0 58.0 53.0 56.0 60.0 1.76 29.0 4.0 12.0 11.0 1.0 553.0 319.0 283.0 215.0 55.0 345.0 113.0 232.0 375.0 676.0 16.0 22673.0 2641.0 8286.0 10442.0 4143.0 545.0 22663.0 11915.0 462.0 350.0 107.0 14830.0 479.0 247.0 1.0 369.0 337.0 55.0 8.0 4.0 1.0 1926.0 535.0 538.0 49.9
6 Feyenoord 30.0 55.2 34.0 374.0 3060.0 63.0 39.0 9.0 11.0 42.0 4.0 1.85 1.15 3.0 1.59 2.74 64.2 57.1 1.89 1.68 34.0 34.0 3060.0 36.0 1.06 143.0 110.0 80.4 16.0 11.0 7.0 13.0 38.2 9.0 8.0 0.0 1.0 34.0 0.0 3.0 3.0 43.2 0.25 10.2 0.3 183.0 437.0 41.9 1018.0 243.0 31.6 32.5 215.0 53.5 45.1 407.0 23.0 5.7 48.0 1.41 16.2 170.0 12.0 32.7 5.0 0.1 0.32 0.11 -1.2 -3.1 15913.0 19384.0 82.1 290168.0 103215.0 6849.0 7706.0 88.9 6737.0 7671.0 87.8 1881.0 3016.0 62.4 420.0 1323.0 363.0 92.0 1700.0 17786.0 1544.0 434.0 18.0 189.0 655.0 191.0 130.0 22.0 1.0 633.0 54.0 282.0 941.0 27.68 730.0 59.0 53.0 33.0 112.0 3.29 75.0 9.0 11.0 8.0 1.0 572.0 346.0 259.0 239.0 74.0 331.0 75.0 256.0 410.0 543.0 12.0 23128.0 2141.0 6540.0 11175.0 5623.0 898.0 23117.0 14073.0 668.0 473.0 182.0 15788.0 581.0 356.0 2.0 371.0 381.0 54.0 9.0 9.0 3.0 1964.0 472.0 323.0 59.4
7 Fortuna Sittard 30.0 45.8 34.0 374.0 3060.0 49.0 34.0 4.0 4.0 45.0 2.0 1.44 1.0 2.44 1.32 2.32 46.4 43.6 1.37 1.28 34.0 34.0 3060.0 58.0 1.71 166.0 110.0 70.5 12.0 5.0 17.0 4.0 11.8 10.0 9.0 0.0 1.0 34.0 2.0 3.0 2.0 57.4 0.3 1.4 0.04 269.0 713.0 37.7 1043.0 134.0 49.1 38.3 305.0 65.9 47.7 574.0 19.0 3.3 50.0 1.47 14.8 146.0 20.0 38.6 4.29 0.12 0.31 0.12 2.6 1.4 10817.0 15081.0 71.7 206686.0 85192.0 4461.0 5385.0 82.8 4601.0 5805.0 79.3 1480.0 3059.0 48.4 278.0 877.0 215.0 45.0 1023.0 13356.0 1683.0 410.0 20.0 88.0 487.0 138.0 96.0 22.0 0.0 735.0 42.0 277.0 639.0 18.79 455.0 54.0 40.0 33.0 78.0 2.29 58.0 3.0 8.0 3.0 0.0 574.0 334.0 280.0 227.0 67.0 355.0 107.0 248.0 459.0 782.0 6.0 19057.0 2455.0 7208.0 8316.0 3735.0 589.0 19053.0 9250.0 455.0 333.0 116.0 10710.0 578.0 294.0 0.0 412.0 330.0 42.0 3.0 10.0 2.0 1948.0 611.0 625.0 49.4
8 Groningen 29.0 49.3 34.0 374.0 3060.0 39.0 33.0 0.0 0.0 49.0 3.0 1.15 0.97 2.12 1.15 2.12 42.1 42.1 1.24 1.24 34.0 34.0 3060.0 37.0 1.09 128.0 91.0 75.0 14.0 8.0 12.0 12.0 35.3 6.0 5.0 1.0 0.0 34.0 0.0 5.0 1.0 37.8 0.25 1.8 0.05 265.0 754.0 35.1 1420.0 164.0 43.1 36.5 231.0 61.5 49.1 416.0 8.0 1.9 63.0 1.85 16.1 121.0 17.0 30.8 3.56 0.1 0.32 0.11 -3.1 -3.1 11960.0 15743.0 76.0 249122.0 87341.0 3938.0 4690.0 84.0 5920.0 6837.0 86.6 1912.0 3508.0 54.5 287.0 915.0 182.0 70.0 1102.0 14102.0 1596.0 438.0 9.0 187.0 604.0 138.0 75.0 27.0 9.0 717.0 45.0 241.0 683.0 20.09 488.0 55.0 31.0 39.0 69.0 2.03 49.0 6.0 5.0 5.0 3.0 531.0 326.0 283.0 184.0 64.0 364.0 95.0 269.0 457.0 619.0 9.0 19595.0 2389.0 7380.0 8440.0 4001.0 594.0 19595.0 10690.0 637.0 402.0 156.0 11796.0 624.0 327.0 1.0 386.0 363.0 45.0 0.0 6.0 1.0 1877.0 572.0 588.0 49.3
9 Heerenveen 24.0 47.3 34.0 374.0 3060.0 43.0 34.0 3.0 4.0 41.0 5.0 1.26 1.0 2.26 1.18 2.18 46.0 42.9 1.35 1.26 34.0 34.0 3060.0 49.0 1.44 153.0 105.0 73.2 9.0 12.0 13.0 10.0 29.4 8.0 8.0 0.0 0.0 34.0 0.0 6.0 1.0 43.5 0.24 -4.5 -0.13 186.0 430.0 43.3 938.0 179.0 30.9 31.2 316.0 44.3 38.6 563.0 13.0 2.3 60.0 1.76 17.9 143.0 14.0 36.8 4.21 0.1 0.28 0.11 -3.0 -2.9 12925.0 16645.0 77.7 242215.0 94849.0 5292.0 6188.0 85.5 5703.0 6757.0 84.4 1624.0 2825.0 57.5 294.0 1009.0 230.0 69.0 1216.0 15102.0 1485.0 344.0 22.0 87.0 530.0 145.0 90.0 45.0 0.0 597.0 58.0 285.0 671.0 19.74 507.0 56.0 33.0 29.0 74.0 2.18 52.0 3.0 4.0 4.0 1.0 592.0 337.0 320.0 219.0 53.0 415.0 128.0 287.0 457.0 810.0 6.0 20747.0 2557.0 7667.0 9210.0 4083.0 652.0 20743.0 11635.0 593.0 403.0 138.0 12820.0 575.0 279.0 1.0 346.0 290.0 58.0 3.0 8.0 1.0 1933.0 552.0 475.0 53.7
10 Heracles Almelo 28.0 46.7 34.0 374.0 3060.0 42.0 30.0 5.0 6.0 48.0 2.0 1.24 0.88 2.12 1.09 1.97 43.6 38.9 1.28 1.14 34.0 34.0 3060.0 53.0 1.56 140.0 88.0 65.0 12.0 8.0 14.0 9.0 26.5 6.0 4.0 1.0 1.0 34.0 0.0 3.0 2.0 43.4 0.28 -7.6 -0.22 175.0 483.0 36.2 870.0 143.0 38.3 35.6 254.0 59.1 45.8 393.0 21.0 5.3 32.0 0.94 14.7 116.0 15.0 34.4 3.41 0.11 0.32 0.12 -1.6 -1.9 12251.0 15960.0 76.8 231527.0 87510.0 5078.0 5901.0 86.1 5348.0 6312.0 84.7 1559.0 2876.0 54.2 243.0 1001.0 186.0 41.0 1186.0 14221.0 1677.0 403.0 19.0 169.0 538.0 150.0 74.0 43.0 4.0 780.0 62.0 344.0 594.0 17.47 429.0 56.0 21.0 32.0 69.0 2.03 44.0 8.0 4.0 6.0 1.0 665.0 426.0 331.0 274.0 60.0 428.0 104.0 324.0 467.0 564.0 12.0 20174.0 2012.0 6806.0 9080.0 4555.0 597.0 20168.0 11371.0 595.0 456.0 144.0 12131.0 656.0 355.0 1.0 350.0 377.0 62.0 4.0 6.0 2.0 2075.0 417.0 468.0 47.1
11 PSV Eindhoven 36.0 58.4 34.0 374.0 3060.0 72.0 57.0 5.0 9.0 40.0 0.0 2.12 1.68 3.79 1.97 3.65 70.6 63.7 2.08 1.87 34.0 34.0 3060.0 35.0 1.03 109.0 74.0 72.5 21.0 9.0 4.0 12.0 35.3 6.0 5.0 1.0 0.0 34.0 0.0 2.0 1.0 30.2 0.23 -3.8 -0.11 105.0 236.0 44.5 750.0 150.0 20.4 27.5 198.0 41.9 36.9 352.0 8.0 2.3 40.0 1.18 17.2 203.0 20.0 40.0 5.97 0.13 0.33 0.13 1.4 3.3 17547.0 21440.0 81.8 302545.0 104904.0 8150.0 9205.0 88.5 7165.0 8272.0 86.6 1707.0 2778.0 61.4 403.0 1456.0 375.0 61.0 1867.0 19853.0 1525.0 350.0 26.0 193.0 563.0 199.0 90.0 68.0 0.0 709.0 62.0 347.0 926.0 27.24 693.0 65.0 48.0 41.0 131.0 3.85 101.0 3.0 6.0 8.0 2.0 540.0 327.0 218.0 255.0 67.0 368.0 69.0 299.0 461.0 471.0 9.0 25332.0 1668.0 6436.0 12575.0 6533.0 939.0 25323.0 15147.0 759.0 552.0 216.0 17413.0 631.0 329.0 0.0 342.0 329.0 62.0 7.0 6.0 1.0 2228.0 553.0 421.0 56.8
12 RKC Waalwijk 27.0 47.8 34.0 374.0 3060.0 33.0 28.0 2.0 2.0 34.0 2.0 0.97 0.82 1.79 0.91 1.74 31.6 30.1 0.93 0.89 34.0 34.0 3060.0 55.0 1.62 204.0 146.0 74.5 7.0 9.0 18.0 5.0 14.7 6.0 3.0 3.0 0.0 34.0 1.0 3.0 0.0 64.6 0.29 9.6 0.28 280.0 708.0 39.5 1319.0 209.0 41.5 35.3 279.0 57.7 41.9 502.0 26.0 5.2 45.0 1.32 15.7 132.0 12.0 37.4 3.88 0.09 0.23 0.09 1.4 0.9 12289.0 16262.0 75.6 230865.0 91820.0 5176.0 6086.0 85.0 5070.0 6117.0 82.9 1695.0 3134.0 54.1 267.0 998.0 204.0 61.0 1244.0 14515.0 1691.0 438.0 16.0 131.0 614.0 152.0 83.0 46.0 0.0 727.0 56.0 312.0 618.0 18.18 454.0 57.0 33.0 36.0 56.0 1.65 44.0 1.0 2.0 2.0 3.0 532.0 294.0 265.0 211.0 56.0 381.0 107.0 274.0 465.0 612.0 7.0 20124.0 2464.0 7235.0 8571.0 4540.0 559.0 20122.0 11259.0 586.0 397.0 128.0 12138.0 630.0 378.0 0.0 378.0 349.0 56.0 1.0 6.0 0.0 1988.0 441.0 572.0 43.5
13 Sparta R'dam 23.0 43.6 34.0 374.0 3060.0 48.0 32.0 5.0 5.0 43.0 4.0 1.41 0.94 2.35 1.26 2.21 46.4 42.5 1.36 1.25 34.0 34.0 3060.0 48.0 1.41 136.0 87.0 66.9 13.0 8.0 13.0 10.0 29.4 5.0 3.0 1.0 1.0 34.0 1.0 11.0 0.0 45.4 0.31 -2.6 -0.08 234.0 634.0 36.9 701.0 124.0 56.1 42.9 305.0 79.0 56.4 478.0 5.0 1.0 13.0 0.38 12.1 142.0 11.0 32.5 4.18 0.1 0.3 0.1 1.6 0.5 10473.0 14640.0 71.5 204112.0 86097.0 4244.0 5226.0 81.2 4439.0 5531.0 80.3 1537.0 3041.0 50.5 351.0 996.0 234.0 64.0 1156.0 12933.0 1650.0 371.0 15.0 115.0 512.0 147.0 69.0 46.0 1.0 744.0 57.0 292.0 777.0 22.85 572.0 74.0 44.0 36.0 79.0 2.32 51.0 8.0 7.0 7.0 3.0 633.0 361.0 320.0 249.0 64.0 350.0 83.0 267.0 442.0 698.0 10.0 18693.0 1960.0 5900.0 8438.0 4542.0 616.0 18688.0 8882.0 394.0 318.0 118.0 10357.0 560.0 294.0 1.0 381.0 301.0 57.0 4.0 5.0 0.0 1959.0 697.0 722.0 49.1
14 Twente 28.0 49.3 34.0 374.0 3060.0 47.0 32.0 6.0 7.0 47.0 3.0 1.38 0.94 2.32 1.21 2.15 45.5 40.0 1.34 1.18 34.0 34.0 3060.0 50.0 1.47 157.0 108.0 72.6 10.0 11.0 13.0 6.0 17.6 10.0 7.0 2.0 1.0 34.0 1.0 4.0 3.0 49.1 0.27 2.1 0.06 191.0 678.0 28.2 1306.0 169.0 41.4 36.7 253.0 54.2 44.8 429.0 15.0 3.5 40.0 1.18 15.2 141.0 8.0 36.4 4.15 0.11 0.29 0.11 1.5 1.0 12473.0 16745.0 74.5 234011.0 84797.0 5041.0 6116.0 82.4 5653.0 6741.0 83.9 1516.0 3065.0 49.5 288.0 1038.0 225.0 59.0 1293.0 15073.0 1625.0 375.0 19.0 127.0 521.0 149.0 65.0 65.0 1.0 760.0 47.0 299.0 657.0 19.32 479.0 45.0 41.0 21.0 77.0 2.26 53.0 6.0 5.0 5.0 3.0 604.0 370.0 283.0 247.0 74.0 380.0 80.0 300.0 437.0 617.0 8.0 20818.0 2323.0 6990.0 9421.0 4610.0 681.0 20811.0 11395.0 579.0 367.0 178.0 12347.0 678.0 313.0 0.0 396.0 276.0 47.0 3.0 10.0 3.0 2047.0 498.0 671.0 42.6
15 Utrecht 31.0 49.5 34.0 374.0 3060.0 50.0 34.0 4.0 6.0 42.0 1.0 1.47 1.0 2.47 1.35 2.35 67.1 62.9 1.97 1.85 34.0 34.0 3060.0 41.0 1.21 112.0 72.0 67.9 13.0 14.0 7.0 8.0 23.5 5.0 5.0 0.0 0.0 34.0 1.0 5.0 1.0 37.2 0.29 -2.8 -0.08 139.0 357.0 38.9 705.0 163.0 33.2 32.2 250.0 49.2 41.0 413.0 8.0 1.9 32.0 0.94 15.8 178.0 7.0 35.6 5.24 0.09 0.26 0.13 -17.1 -16.9 12943.0 16877.0 76.7 241926.0 94258.0 5280.0 6217.0 84.9 5850.0 6997.0 83.6 1562.0 2798.0 55.8 370.0 1174.0 308.0 58.0 1594.0 15131.0 1683.0 384.0 24.0 133.0 687.0 221.0 81.0 114.0 1.0 750.0 63.0 317.0 860.0 25.29 590.0 100.0 63.0 36.0 84.0 2.47 57.0 7.0 8.0 7.0 1.0 589.0 366.0 302.0 227.0 60.0 399.0 106.0 293.0 435.0 483.0 7.0 20805.0 1848.0 6194.0 9827.0 5028.0 856.0 20799.0 11283.0 646.0 438.0 184.0 12815.0 610.0 359.0 1.0 364.0 350.0 63.0 5.0 5.0 1.0 2098.0 571.0 491.0 53.8
16 Vitesse 26.0 54.2 34.0 374.0 3060.0 52.0 38.0 4.0 4.0 60.0 5.0 1.53 1.12 2.65 1.41 2.53 49.6 46.5 1.46 1.37 34.0 34.0 3060.0 38.0 1.12 136.0 97.0 74.3 18.0 7.0 9.0 12.0 35.3 4.0 3.0 1.0 0.0 34.0 0.0 5.0 0.0 42.2 0.29 4.2 0.12 245.0 657.0 37.3 1349.0 187.0 43.9 36.9 185.0 35.1 35.5 407.0 12.0 2.9 44.0 1.29 16.0 163.0 49.0 31.3 4.79 0.09 0.29 0.09 2.4 1.5 13477.0 17283.0 78.0 251388.0 96301.0 5625.0 6562.0 85.7 5699.0 6685.0 85.3 1750.0 3080.0 56.8 366.0 1090.0 278.0 62.0 1385.0 15495.0 1740.0 476.0 24.0 190.0 614.0 173.0 72.0 79.0 0.0 797.0 48.0 260.0 903.0 26.56 594.0 94.0 53.0 95.0 89.0 2.62 61.0 7.0 9.0 8.0 1.0 599.0 351.0 259.0 258.0 82.0 357.0 83.0 274.0 399.0 466.0 12.0 21215.0 2039.0 6596.0 9873.0 4978.0 776.0 21211.0 12073.0 674.0 449.0 154.0 13334.0 634.0 304.0 2.0 403.0 464.0 48.0 3.0 4.0 0.0 1956.0 527.0 509.0 50.9
17 VVV-Venlo 29.0 43.2 34.0 374.0 3060.0 42.0 27.0 8.0 9.0 47.0 5.0 1.24 0.79 2.03 1.0 1.79 41.0 34.0 1.21 1.0 34.0 34.0 3060.0 91.0 2.68 242.0 151.0 66.5 6.0 5.0 23.0 1.0 2.9 11.0 10.0 1.0 0.0 34.0 1.0 8.0 1.0 81.0 0.29 -9.0 -0.26 351.0 815.0 43.1 947.0 86.0 53.2 39.8 384.0 81.0 54.7 516.0 9.0 1.7 26.0 0.76 14.4 100.0 8.0 31.8 2.94 0.11 0.34 0.11 1.0 0.0 9956.0 13864.0 71.8 193636.0 85528.0 4101.0 5039.0 81.4 4112.0 5138.0 80.0 1467.0 2824.0 51.9 232.0 824.0 171.0 79.0 1027.0 12088.0 1709.0 400.0 6.0 134.0 564.0 113.0 39.0 55.0 5.0 689.0 67.0 268.0 549.0 16.15 374.0 59.0 28.0 47.0 72.0 2.12 51.0 6.0 4.0 8.0 0.0 549.0 317.0 297.0 196.0 56.0 374.0 136.0 238.0 424.0 730.0 4.0 17730.0 2420.0 6443.0 7725.0 3752.0 490.0 17721.0 9074.0 492.0 317.0 98.0 9840.0 576.0 281.0 1.0 412.0 351.0 67.0 6.0 11.0 1.0 1805.0 595.0 573.0 50.9
18 Willem II 30.0 43.8 34.0 374.0 3060.0 39.0 28.0 3.0 3.0 47.0 4.0 1.15 0.82 1.97 1.06 1.88 42.6 40.3 1.25 1.19 34.0 34.0 3060.0 68.0 2.0 170.0 102.0 64.1 8.0 7.0 19.0 6.0 17.6 9.0 7.0 2.0 0.0 34.0 1.0 8.0 2.0 53.3 0.27 -12.7 -0.37 252.0 680.0 37.1 869.0 156.0 51.9 41.2 298.0 76.8 54.8 487.0 22.0 4.5 45.0 1.32 15.5 139.0 23.0 36.8 4.09 0.1 0.26 0.11 -3.6 -4.3 10658.0 14663.0 72.7 206006.0 85510.0 4211.0 5171.0 81.4 4639.0 5677.0 81.7 1497.0 2880.0 52.0 286.0 860.0 215.0 69.0 1107.0 12876.0 1727.0 401.0 9.0 119.0 562.0 142.0 86.0 42.0 1.0 783.0 60.0 339.0 662.0 19.47 470.0 48.0 42.0 37.0 63.0 1.85 45.0 2.0 8.0 3.0 1.0 615.0 363.0 293.0 263.0 59.0 414.0 118.0 296.0 449.0 626.0 6.0 18817.0 1972.0 6389.0 8541.0 4094.0 574.0 18814.0 9734.0 586.0 422.0 143.0 10552.0 682.0 367.0 2.0 339.0 360.0 60.0 2.0 9.0 2.0 1940.0 558.0 598.0 48.3
19 Zwolle 27.0 51.1 34.0 374.0 3060.0 42.0 25.0 5.0 6.0 40.0 5.0 1.24 0.74 1.97 1.09 1.82 42.5 38.1 1.25 1.12 34.0 34.0 3060.0 53.0 1.56 158.0 106.0 68.4 9.0 11.0 14.0 7.0 20.6 3.0 3.0 0.0 0.0 34.0 0.0 4.0 1.0 46.9 0.28 -5.1 -0.15 161.0 472.0 34.1 1033.0 198.0 33.6 33.8 262.0 47.7 42.1 494.0 12.0 2.4 56.0 1.65 17.4 141.0 14.0 32.9 4.15 0.09 0.26 0.09 -0.5 -1.1 13446.0 17117.0 78.6 257291.0 90822.0 5159.0 5961.0 86.5 6302.0 7264.0 86.8 1704.0 3048.0 55.9 315.0 1011.0 218.0 60.0 1292.0 15433.0 1621.0 406.0 10.0 124.0 565.0 162.0 69.0 64.0 2.0 706.0 63.0 309.0 753.0 22.15 542.0 68.0 39.0 42.0 69.0 2.03 35.0 7.0 9.0 10.0 0.0 586.0 354.0 284.0 227.0 75.0 339.0 96.0 243.0 429.0 647.0 16.0 21126.0 2342.0 7552.0 9375.0 4394.0 578.0 21120.0 11946.0 624.0 423.0 131.0 13323.0 648.0 343.0 1.0 377.0 347.0 63.0 5.0 3.0 1.0 1966.0 428.0 497.0 46.3