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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_2022-2023_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,30.0,66.1,34.0,374.0,3060.0,86.0,66.0,5.0,5.0,46.0,1.0,2.53,1.94,4.47,2.38,4.32,78.8,74.8,2.32,2.2,34.0,34.0,3060.0,38.0,1.12,114.0,76.0,67.5,20.0,9.0,5.0,11.0,32.4,1.0,1.0,0.0,0.0,34.0,2.0,4.0,0.0,33.7,0.29,-4.3,-0.13,131.0,333.0,39.3,1307.0,188.0,22.0,28.4,148.0,31.1,32.9,326.0,40.0,12.3,60.0,1.76,18.0,220.0,12.0,35.2,6.47,0.13,0.37,0.12,7.2,6.2,19487.0,23012.0,84.7,329852.0,113334.0,9203.0,10183.0,90.4,8186.0,9143.0,89.5,1576.0,2534.0,62.2,501.0,1853.0,629.0,91.0,2313.0,21405.0,1533.0,396.0,66.0,111.0,756.0,272.0,90.0,109.0,0.0,626.0,74.0,333.0,1120.0,32.94,840.0,110.0,83.0,35.0,148.0,4.35,116.0,6.0,13.0,6.0,1.0,569.0,348.0,244.0,219.0,106.0,314.0,68.0,246.0,259.0,393.0,9.0,26629.0,2016.0,6491.0,11760.0,8628.0,1542.0,26624.0,17164.0,862.0,649.0,230.0,19310.0,521.0,392.0,0.0,313.0,353.0,74.0,3.0,1.0,0.0,1981.0,409.0,376.0,52.1
AZ Alkmaar,29.0,53.5,34.0,374.0,3060.0,65.0,48.0,2.0,3.0,51.0,1.0,1.91,1.41,3.32,1.85,3.26,55.4,53.1,1.63,1.56,34.0,34.0,3060.0,35.0,1.03,96.0,60.0,67.7,20.0,7.0,7.0,12.0,35.3,5.0,4.0,1.0,0.0,34.0,0.0,4.0,0.0,34.9,0.32,-0.1,0.0,193.0,536.0,36.0,913.0,153.0,41.4,35.9,229.0,69.0,51.6,464.0,24.0,5.2,29.0,0.85,14.6,195.0,15.0,38.4,5.74,0.12,0.32,0.11,9.6,9.9,15010.0,18534.0,81.0,268341.0,91506.0,6553.0,7356.0,89.1,6471.0,7427.0,87.1,1550.0,2722.0,56.9,402.0,1262.0,387.0,67.0,1666.0,16955.0,1522.0,337.0,59.0,116.0,572.0,183.0,84.0,44.0,2.0,684.0,57.0,298.0,918.0,27.0,717.0,57.0,38.0,28.0,114.0,3.35,88.0,4.0,7.0,3.0,5.0,543.0,320.0,244.0,227.0,72.0,352.0,120.0,232.0,315.0,590.0,5.0,22191.0,2135.0,6496.0,9919.0,5978.0,917.0,22188.0,13145.0,671.0,466.0,175.0,14896.0,541.0,310.0,0.0,342.0,298.0,57.0,3.0,5.0,0.0,1944.0,482.0,487.0,49.7
Cambuur,31.0,47.5,34.0,374.0,3060.0,25.0,16.0,1.0,2.0,49.0,4.0,0.74,0.47,1.21,0.71,1.18,41.2,39.6,1.21,1.16,34.0,34.0,3060.0,69.0,2.03,207.0,141.0,69.6,5.0,4.0,25.0,7.0,20.6,7.0,6.0,0.0,1.0,34.0,0.0,8.0,3.0,65.4,0.3,-0.6,-0.02,263.0,679.0,38.7,1076.0,177.0,44.4,37.4,337.0,59.6,47.7,561.0,25.0,4.5,42.0,1.24,14.7,124.0,13.0,32.4,3.65,0.06,0.19,0.1,-16.2,-15.6,11225.0,14935.0,75.2,221373.0,82211.0,4251.0,5081.0,83.7,5089.0,6063.0,83.9,1650.0,3046.0,54.2,278.0,860.0,199.0,84.0,1129.0,13229.0,1660.0,380.0,22.0,118.0,657.0,154.0,116.0,18.0,2.0,665.0,46.0,250.0,669.0,19.68,517.0,56.0,30.0,25.0,45.0,1.32,36.0,2.0,2.0,1.0,3.0,599.0,353.0,313.0,224.0,62.0,375.0,134.0,241.0,293.0,755.0,10.0,18804.0,2758.0,7180.0,8044.0,3770.0,571.0,18802.0,10178.0,569.0,371.0,107.0,11043.0,548.0,253.0,1.0,360.0,314.0,46.0,2.0,7.0,3.0,1750.0,449.0,553.0,44.8
Emmen,30.0,48.8,34.0,374.0,3060.0,31.0,19.0,1.0,1.0,43.0,2.0,0.91,0.56,1.47,0.88,1.44,36.7,35.9,1.08,1.06,34.0,34.0,3060.0,65.0,1.91,164.0,100.0,61.6,6.0,10.0,18.0,7.0,20.6,2.0,2.0,0.0,0.0,34.0,2.0,14.0,1.0,50.0,0.3,-14.0,-0.41,166.0,538.0,30.9,966.0,137.0,40.3,35.1,287.0,51.9,42.0,555.0,20.0,3.6,26.0,0.76,13.5,128.0,16.0,34.2,3.76,0.08,0.23,0.1,-5.7,-5.9,12708.0,16471.0,77.2,225686.0,81940.0,5814.0,6627.0,87.7,5085.0,6044.0,84.1,1416.0,2853.0,49.6,260.0,1026.0,219.0,65.0,1134.0,14764.0,1663.0,409.0,31.0,121.0,589.0,142.0,52.0,69.0,1.0,719.0,44.0,303.0,633.0,18.62,465.0,40.0,42.0,36.0,55.0,1.62,38.0,4.0,5.0,5.0,0.0,595.0,362.0,298.0,221.0,76.0,404.0,141.0,263.0,311.0,756.0,4.0,20439.0,2557.0,7104.0,8928.0,4614.0,575.0,20438.0,11106.0,548.0,442.0,114.0,12599.0,563.0,280.0,2.0,323.0,363.0,44.0,1.0,2.0,1.0,1919.0,456.0,515.0,47.0
Excelsior,28.0,41.6,34.0,374.0,3060.0,30.0,24.0,0.0,2.0,49.0,1.0,0.88,0.71,1.59,0.88,1.59,35.1,33.6,1.03,0.99,34.0,34.0,3060.0,71.0,2.09,241.0,172.0,71.0,9.0,5.0,20.0,8.0,23.5,1.0,1.0,0.0,0.0,34.0,1.0,11.0,2.0,73.7,0.31,4.7,0.14,237.0,660.0,35.9,966.0,182.0,46.3,39.7,305.0,69.8,53.9,597.0,31.0,5.2,21.0,0.62,11.6,104.0,10.0,30.3,3.06,0.09,0.29,0.1,-5.1,-3.6,9947.0,13609.0,73.1,193126.0,79741.0,4031.0,4897.0,82.3,4245.0,5191.0,81.8,1435.0,2767.0,51.9,253.0,839.0,227.0,61.0,1094.0,12002.0,1569.0,337.0,24.0,116.0,557.0,147.0,80.0,52.0,0.0,665.0,38.0,283.0,578.0,17.0,403.0,65.0,42.0,35.0,51.0,1.5,33.0,8.0,5.0,3.0,1.0,615.0,384.0,344.0,202.0,69.0,414.0,127.0,287.0,370.0,884.0,9.0,17726.0,2653.0,6838.0,7179.0,3939.0,590.0,17724.0,9252.0,473.0,361.0,115.0,9817.0,577.0,285.0,1.0,334.0,288.0,38.0,2.0,1.0,2.0,1885.0,480.0,538.0,47.2
Feyenoord,30.0,58.6,34.0,374.0,3060.0,77.0,60.0,3.0,3.0,47.0,0.0,2.26,1.76,4.03,2.18,3.94,65.6,63.2,1.93,1.86,34.0,34.0,3060.0,30.0,0.88,103.0,74.0,70.9,25.0,7.0,2.0,13.0,38.2,1.0,0.0,1.0,0.0,34.0,0.0,5.0,2.0,32.3,0.32,4.3,0.13,99.0,283.0,35.0,929.0,186.0,23.9,28.5,168.0,36.3,36.0,368.0,35.0,9.5,49.0,1.44,18.2,247.0,31.0,36.5,7.26,0.11,0.3,0.1,11.4,10.8,16340.0,19874.0,82.2,283536.0,94610.0,7327.0,8206.0,89.3,7123.0,8157.0,87.3,1453.0,2473.0,58.8,535.0,1514.0,419.0,115.0,1906.0,18258.0,1576.0,353.0,48.0,113.0,771.0,251.0,114.0,44.0,0.0,725.0,40.0,336.0,1221.0,35.91,926.0,105.0,61.0,50.0,133.0,3.91,105.0,3.0,9.0,6.0,2.0,597.0,340.0,231.0,267.0,99.0,331.0,71.0,260.0,289.0,500.0,6.0,23956.0,1845.0,5669.0,11372.0,7148.0,1146.0,23953.0,14798.0,973.0,643.0,259.0,16163.0,599.0,325.0,0.0,301.0,303.0,40.0,3.0,1.0,2.0,2100.0,415.0,351.0,54.2
Fortuna Sittard,28.0,44.1,34.0,374.0,3060.0,39.0,22.0,7.0,7.0,63.0,3.0,1.15,0.65,1.79,0.94,1.59,36.3,31.1,1.07,0.91,34.0,34.0,3060.0,62.0,1.82,184.0,124.0,67.9,10.0,6.0,18.0,7.0,20.6,3.0,3.0,0.0,0.0,34.0,0.0,6.0,2.0,56.0,0.29,-4.0,-0.12,307.0,688.0,44.6,991.0,153.0,44.2,37.0,329.0,76.0,53.0,676.0,77.0,11.4,24.0,0.71,11.4,116.0,17.0,30.4,3.41,0.08,0.28,0.08,2.7,0.9,10397.0,14054.0,74.0,205215.0,84069.0,4001.0,4792.0,83.5,4537.0,5511.0,82.3,1564.0,2929.0,53.4,284.0,852.0,216.0,84.0,1036.0,12417.0,1566.0,338.0,32.0,90.0,631.0,149.0,38.0,85.0,1.0,654.0,71.0,280.0,666.0,19.59,450.0,81.0,45.0,43.0,66.0,1.94,33.0,6.0,9.0,10.0,0.0,571.0,355.0,332.0,189.0,50.0,454.0,160.0,294.0,370.0,841.0,8.0,18037.0,2703.0,7183.0,7168.0,3892.0,644.0,18030.0,9455.0,529.0,339.0,121.0,10289.0,499.0,284.0,2.0,323.0,315.0,71.0,7.0,3.0,2.0,1881.0,496.0,425.0,53.9
Go Ahead Eag,27.0,46.9,34.0,374.0,3060.0,45.0,25.0,2.0,4.0,51.0,2.0,1.32,0.74,2.06,1.26,2.0,45.0,41.9,1.32,1.23,34.0,34.0,3060.0,56.0,1.65,172.0,118.0,68.6,10.0,10.0,14.0,8.0,23.5,2.0,2.0,0.0,0.0,34.0,1.0,5.0,2.0,54.2,0.31,0.2,0.01,234.0,554.0,42.2,1020.0,154.0,44.4,37.0,233.0,43.3,37.0,546.0,21.0,3.8,38.0,1.12,15.8,133.0,10.0,31.2,3.91,0.1,0.32,0.1,0.0,1.1,11378.0,15127.0,75.2,211638.0,88193.0,4812.0,5704.0,84.4,4863.0,5869.0,82.9,1409.0,2729.0,51.6,326.0,942.0,275.0,76.0,1232.0,13459.0,1631.0,385.0,37.0,81.0,620.0,164.0,65.0,75.0,2.0,696.0,37.0,271.0,756.0,22.24,549.0,72.0,59.0,33.0,77.0,2.26,53.0,4.0,12.0,5.0,1.0,549.0,331.0,253.0,220.0,76.0,428.0,130.0,298.0,332.0,747.0,8.0,19185.0,2539.0,6717.0,7808.0,4824.0,769.0,19181.0,9954.0,475.0,328.0,110.0,11261.0,550.0,302.0,0.0,368.0,334.0,37.0,3.0,2.0,2.0,1889.0,495.0,572.0,46.4
Groningen,36.0,46.4,34.0,374.0,3060.0,30.0,23.0,1.0,1.0,51.0,5.0,0.88,0.68,1.56,0.85,1.53,31.8,31.0,0.94,0.91,34.0,34.0,3059.0,75.0,2.21,192.0,117.0,64.6,4.0,6.0,24.0,4.0,11.8,7.0,7.0,0.0,0.0,34.0,1.0,7.0,0.0,65.4,0.31,-9.6,-0.28,219.0,668.0,32.8,1011.0,136.0,45.2,38.4,312.0,67.6,50.9,542.0,19.0,3.5,27.0,0.79,13.0,101.0,22.0,26.8,2.97,0.08,0.29,0.08,-1.8,-2.0,10823.0,14541.0,74.4,209825.0,73851.0,4235.0,5028.0,84.2,4776.0,5673.0,84.2,1518.0,2949.0,51.5,270.0,871.0,218.0,64.0,1062.0,12867.0,1624.0,340.0,31.0,176.0,524.0,138.0,90.0,24.0,0.0,718.0,50.0,294.0,647.0,19.03,486.0,37.0,36.0,29.0,50.0,1.47,38.0,1.0,6.0,2.0,0.0,631.0,384.0,304.0,250.0,77.0,437.0,144.0,293.0,312.0,712.0,9.0,18670.0,2557.0,6799.0,7901.0,4170.0,608.0,18669.0,9894.0,527.0,400.0,129.0,10671.0,605.0,314.0,1.0,325.0,279.0,50.0,1.0,7.0,0.0,1869.0,451.0,508.0,47.0
Heerenveen,26.0,50.2,34.0,374.0,3060.0,43.0,29.0,1.0,3.0,51.0,1.0,1.26,0.85,2.12,1.24,2.09,44.1,41.7,1.3,1.23,34.0,34.0,3060.0,50.0,1.47,144.0,94.0,68.1,12.0,10.0,12.0,10.0,29.4,5.0,4.0,1.0,0.0,34.0,0.0,8.0,1.0,49.3,0.31,0.3,0.01,181.0,514.0,35.2,931.0,164.0,39.1,35.7,270.0,55.6,45.7,513.0,31.0,6.0,40.0,1.18,14.1,149.0,22.0,33.5,4.38,0.09,0.28,0.1,-1.1,0.3,13386.0,17076.0,78.4,242536.0,89231.0,5972.0,6811.0,87.7,5476.0,6489.0,84.4,1574.0,2841.0,55.4,320.0,1071.0,288.0,90.0,1245.0,15460.0,1570.0,359.0,43.0,137.0,633.0,157.0,58.0,59.0,4.0,671.0,46.0,321.0,792.0,23.29,593.0,61.0,48.0,36.0,74.0,2.18,51.0,6.0,9.0,2.0,0.0,527.0,317.0,282.0,179.0,66.0,330.0,108.0,222.0,362.0,680.0,5.0,20948.0,2395.0,7012.0,9272.0,4864.0,682.0,20945.0,11716.0,632.0,507.0,119.0,13268.0,531.0,281.0,0.0,325.0,324.0,46.0,3.0,5.0,1.0,1960.0,493.0,438.0,53.0
NEC Nijmegen,22.0,50.7,34.0,374.0,3060.0,42.0,32.0,4.0,5.0,48.0,3.0,1.24,0.94,2.18,1.12,2.06,48.2,44.3,1.42,1.3,34.0,34.0,3060.0,45.0,1.32,183.0,139.0,77.6,8.0,15.0,11.0,9.0,26.5,4.0,4.0,0.0,0.0,34.0,2.0,2.0,1.0,48.1,0.25,4.1,0.12,209.0,566.0,36.9,915.0,174.0,45.8,37.3,273.0,53.8,43.0,524.0,22.0,4.2,43.0,1.26,15.0,150.0,30.0,32.5,4.41,0.08,0.25,0.1,-6.2,-6.3,12788.0,16185.0,79.0,226005.0,88079.0,5787.0,6561.0,88.2,5163.0,6071.0,85.0,1388.0,2529.0,54.9,335.0,937.0,219.0,64.0,1256.0,14425.0,1724.0,492.0,49.0,114.0,623.0,184.0,40.0,124.0,2.0,679.0,36.0,302.0,824.0,24.24,564.0,77.0,47.0,61.0,76.0,2.24,56.0,3.0,4.0,7.0,0.0,517.0,290.0,267.0,188.0,62.0,381.0,139.0,242.0,256.0,620.0,9.0,20002.0,2333.0,6804.0,8874.0,4528.0,750.0,19997.0,11711.0,637.0,481.0,189.0,12643.0,534.0,329.0,0.0,358.0,453.0,36.0,4.0,4.0,1.0,1817.0,426.0,414.0,50.7
PSV Eindhoven,32.0,55.5,34.0,374.0,3060.0,87.0,63.0,6.0,7.0,47.0,3.0,2.56,1.85,4.41,2.38,4.24,81.5,76.0,2.4,2.23,34.0,34.0,3060.0,40.0,1.18,121.0,83.0,68.6,23.0,6.0,5.0,11.0,32.4,2.0,2.0,0.0,0.0,34.0,1.0,6.0,2.0,33.9,0.27,-4.1,-0.12,187.0,429.0,43.6,735.0,111.0,40.5,34.7,220.0,59.5,45.1,364.0,31.0,8.5,25.0,0.74,13.1,235.0,11.0,38.4,6.91,0.13,0.34,0.13,5.5,5.0,15431.0,19053.0,81.0,274344.0,100360.0,6910.0,7849.0,88.0,6415.0,7384.0,86.9,1641.0,2760.0,59.5,490.0,1423.0,399.0,93.0,1734.0,17443.0,1558.0,336.0,56.0,113.0,727.0,228.0,89.0,102.0,1.0,697.0,52.0,299.0,1091.0,32.09,801.0,103.0,81.0,38.0,147.0,4.32,101.0,8.0,19.0,6.0,2.0,601.0,354.0,286.0,242.0,73.0,381.0,91.0,290.0,304.0,549.0,11.0,23054.0,1813.0,6305.0,10840.0,6152.0,1089.0,23047.0,12979.0,787.0,535.0,241.0,15321.0,561.0,318.0,1.0,327.0,305.0,52.0,6.0,2.0,2.0,2194.0,560.0,464.0,54.7
RKC Waalwijk,27.0,45.4,34.0,374.0,3060.0,49.0,38.0,4.0,4.0,57.0,2.0,1.44,1.12,2.56,1.32,2.44,45.5,42.5,1.34,1.25,34.0,34.0,3060.0,64.0,1.88,208.0,143.0,71.6,11.0,8.0,15.0,6.0,17.6,8.0,5.0,2.0,1.0,34.0,1.0,6.0,1.0,62.8,0.28,-0.2,-0.01,204.0,600.0,34.0,994.0,217.0,44.4,38.1,286.0,55.6,45.8,566.0,62.0,11.0,42.0,1.24,12.8,131.0,11.0,35.2,3.85,0.12,0.34,0.12,3.5,2.5,11563.0,14936.0,77.4,209160.0,84153.0,5018.0,5823.0,86.2,4959.0,5831.0,85.0,1274.0,2392.0,53.3,292.0,889.0,285.0,52.0,1297.0,13398.0,1483.0,321.0,44.0,76.0,476.0,136.0,59.0,47.0,1.0,624.0,55.0,302.0,671.0,19.74,514.0,43.0,31.0,27.0,88.0,2.59,69.0,4.0,5.0,4.0,0.0,574.0,333.0,322.0,176.0,76.0,422.0,133.0,289.0,312.0,713.0,12.0,18958.0,2609.0,7210.0,7468.0,4481.0,711.0,18954.0,10273.0,557.0,402.0,152.0,11439.0,578.0,310.0,0.0,342.0,277.0,55.0,3.0,8.0,1.0,1840.0,334.0,373.0,47.2
Sparta R'dam,30.0,47.9,34.0,374.0,3060.0,59.0,47.0,4.0,5.0,42.0,3.0,1.74,1.38,3.12,1.62,3.0,41.5,37.7,1.22,1.11,34.0,34.0,3060.0,37.0,1.09,158.0,121.0,77.8,17.0,8.0,9.0,14.0,41.2,3.0,2.0,1.0,0.0,34.0,1.0,6.0,1.0,44.2,0.26,8.2,0.24,311.0,658.0,47.3,1112.0,150.0,44.9,38.4,224.0,71.0,53.0,547.0,47.0,8.6,41.0,1.21,13.5,150.0,16.0,35.5,4.41,0.13,0.37,0.09,17.5,17.3,12370.0,15955.0,77.5,241170.0,91054.0,4876.0,5694.0,85.6,5452.0,6430.0,84.8,1753.0,2990.0,58.6,310.0,903.0,246.0,91.0,1136.0,14406.0,1505.0,306.0,40.0,118.0,624.0,145.0,85.0,47.0,2.0,689.0,44.0,291.0,747.0,21.97,527.0,76.0,43.0,47.0,110.0,3.24,68.0,10.0,10.0,7.0,1.0,526.0,290.0,274.0,200.0,52.0,379.0,145.0,234.0,315.0,713.0,11.0,19675.0,2482.0,7122.0,8472.0,4248.0,669.0,19670.0,10861.0,511.0,369.0,101.0,12240.0,461.0,235.0,1.0,324.0,299.0,44.0,4.0,3.0,1.0,1780.0,713.0,564.0,55.8
Twente,26.0,57.8,34.0,374.0,3060.0,65.0,49.0,3.0,3.0,45.0,1.0,1.91,1.44,3.35,1.82,3.26,62.8,60.7,1.85,1.79,34.0,34.0,3060.0,27.0,0.79,124.0,97.0,79.0,18.0,10.0,6.0,17.0,50.0,2.0,1.0,1.0,0.0,34.0,1.0,6.0,1.0,33.8,0.26,7.8,0.23,139.0,441.0,31.5,720.0,131.0,43.1,36.4,228.0,57.5,44.0,374.0,17.0,4.5,67.0,1.97,18.4,192.0,18.0,31.8,5.65,0.1,0.32,0.1,2.2,1.3,14503.0,18496.0,78.4,258285.0,89023.0,6580.0,7552.0,87.1,5985.0,7027.0,85.2,1549.0,2881.0,53.8,462.0,1287.0,419.0,98.0,1638.0,16811.0,1637.0,383.0,61.0,198.0,755.0,216.0,152.0,12.0,0.0,749.0,48.0,364.0,1054.0,31.0,822.0,79.0,62.0,42.0,112.0,3.29,83.0,11.0,9.0,6.0,0.0,617.0,373.0,288.0,237.0,92.0,385.0,95.0,290.0,318.0,493.0,8.0,22504.0,1788.0,6058.0,9975.0,6684.0,1013.0,22501.0,12753.0,789.0,574.0,196.0,14347.0,573.0,308.0,0.0,359.0,321.0,48.0,1.0,2.0,1.0,2140.0,491.0,553.0,47.0
Utrecht,33.0,49.2,34.0,374.0,3060.0,54.0,37.0,3.0,4.0,52.0,1.0,1.59,1.09,2.68,1.5,2.59,49.3,46.2,1.45,1.36,34.0,34.0,3060.0,50.0,1.47,160.0,110.0,69.4,15.0,9.0,10.0,12.0,35.3,1.0,1.0,0.0,0.0,34.0,0.0,5.0,0.0,49.0,0.31,-1.0,-0.03,176.0,430.0,40.9,833.0,160.0,34.5,33.6,259.0,55.2,43.1,531.0,45.0,8.5,28.0,0.82,14.1,163.0,6.0,37.6,4.79,0.12,0.31,0.11,4.7,4.8,12725.0,16632.0,76.5,235671.0,90642.0,5297.0,6178.0,85.7,5527.0,6709.0,82.4,1540.0,2803.0,54.9,321.0,1017.0,285.0,92.0,1234.0,14960.0,1636.0,344.0,39.0,107.0,694.0,192.0,91.0,72.0,1.0,755.0,36.0,328.0,747.0,21.97,552.0,79.0,51.0,27.0,89.0,2.62,58.0,10.0,10.0,3.0,2.0,583.0,350.0,285.0,233.0,65.0,360.0,97.0,263.0,340.0,705.0,6.0,20517.0,2286.0,6827.0,9286.0,4580.0,738.0,20513.0,10436.0,505.0,388.0,110.0,12610.0,543.0,271.0,0.0,312.0,292.0,36.0,4.0,1.0,0.0,1934.0,572.0,493.0,53.7
Vitesse,30.0,48.8,34.0,374.0,3060.0,43.0,32.0,1.0,1.0,51.0,5.0,1.26,0.94,2.21,1.24,2.18,43.8,43.2,1.29,1.27,34.0,34.0,3060.0,50.0,1.47,135.0,85.0,63.7,10.0,10.0,14.0,9.0,26.5,2.0,1.0,1.0,0.0,34.0,2.0,4.0,1.0,43.8,0.31,-5.2,-0.15,209.0,617.0,33.9,944.0,174.0,46.6,39.1,244.0,72.5,55.6,509.0,54.0,10.6,38.0,1.12,12.6,170.0,27.0,32.2,5.0,0.08,0.25,0.08,-0.8,-1.2,11720.0,15568.0,75.3,215594.0,83334.0,5139.0,6026.0,85.3,4902.0,5917.0,82.8,1384.0,2747.0,50.4,376.0,1032.0,262.0,73.0,1274.0,13882.0,1631.0,359.0,38.0,118.0,656.0,211.0,96.0,86.0,0.0,726.0,55.0,315.0,870.0,25.59,582.0,102.0,78.0,50.0,71.0,2.09,44.0,5.0,9.0,5.0,2.0,524.0,321.0,236.0,208.0,80.0,349.0,103.0,246.0,315.0,686.0,14.0,19698.0,2073.0,6159.0,8736.0,5026.0,794.0,19697.0,10198.0,528.0,399.0,140.0,11614.0,606.0,328.0,1.0,370.0,319.0,55.0,1.0,2.0,1.0,2050.0,501.0,541.0,48.1
Volendam,31.0,41.0,34.0,374.0,3060.0,41.0,33.0,0.0,0.0,41.0,3.0,1.21,0.97,2.18,1.21,2.18,42.5,42.5,1.25,1.25,34.0,34.0,3060.0,71.0,2.09,204.0,135.0,66.2,10.0,6.0,18.0,5.0,14.7,4.0,2.0,2.0,0.0,34.0,0.0,10.0,4.0,67.4,0.32,0.4,0.01,238.0,722.0,33.0,872.0,146.0,51.5,39.3,333.0,82.0,57.1,601.0,26.0,4.3,51.0,1.5,15.3,144.0,6.0,34.7,4.24,0.1,0.28,0.1,-1.5,-1.5,9142.0,13134.0,69.6,170964.0,72637.0,3953.0,4857.0,81.4,3698.0,4766.0,77.6,1206.0,2708.0,44.5,316.0,844.0,220.0,54.0,1091.0,11419.0,1651.0,346.0,32.0,121.0,561.0,175.0,89.0,51.0,2.0,692.0,64.0,263.0,719.0,21.15,497.0,78.0,43.0,30.0,73.0,2.15,41.0,12.0,4.0,6.0,2.0,647.0,381.0,358.0,226.0,63.0,420.0,129.0,291.0,336.0,806.0,13.0,17280.0,2350.0,6283.0,7182.0,4024.0,666.0,17280.0,8298.0,514.0,359.0,141.0,9033.0,512.0,312.0,0.0,340.0,271.0,64.0,0.0,4.0,4.0,1993.0,520.0,578.0,47.4
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 Ajax 30.0 66.1 34.0 374.0 3060.0 86.0 66.0 5.0 5.0 46.0 1.0 2.53 1.94 4.47 2.38 4.32 78.8 74.8 2.32 2.2 34.0 34.0 3060.0 38.0 1.12 114.0 76.0 67.5 20.0 9.0 5.0 11.0 32.4 1.0 1.0 0.0 0.0 34.0 2.0 4.0 0.0 33.7 0.29 -4.3 -0.13 131.0 333.0 39.3 1307.0 188.0 22.0 28.4 148.0 31.1 32.9 326.0 40.0 12.3 60.0 1.76 18.0 220.0 12.0 35.2 6.47 0.13 0.37 0.12 7.2 6.2 19487.0 23012.0 84.7 329852.0 113334.0 9203.0 10183.0 90.4 8186.0 9143.0 89.5 1576.0 2534.0 62.2 501.0 1853.0 629.0 91.0 2313.0 21405.0 1533.0 396.0 66.0 111.0 756.0 272.0 90.0 109.0 0.0 626.0 74.0 333.0 1120.0 32.94 840.0 110.0 83.0 35.0 148.0 4.35 116.0 6.0 13.0 6.0 1.0 569.0 348.0 244.0 219.0 106.0 314.0 68.0 246.0 259.0 393.0 9.0 26629.0 2016.0 6491.0 11760.0 8628.0 1542.0 26624.0 17164.0 862.0 649.0 230.0 19310.0 521.0 392.0 0.0 313.0 353.0 74.0 3.0 1.0 0.0 1981.0 409.0 376.0 52.1
3 AZ Alkmaar 29.0 53.5 34.0 374.0 3060.0 65.0 48.0 2.0 3.0 51.0 1.0 1.91 1.41 3.32 1.85 3.26 55.4 53.1 1.63 1.56 34.0 34.0 3060.0 35.0 1.03 96.0 60.0 67.7 20.0 7.0 7.0 12.0 35.3 5.0 4.0 1.0 0.0 34.0 0.0 4.0 0.0 34.9 0.32 -0.1 0.0 193.0 536.0 36.0 913.0 153.0 41.4 35.9 229.0 69.0 51.6 464.0 24.0 5.2 29.0 0.85 14.6 195.0 15.0 38.4 5.74 0.12 0.32 0.11 9.6 9.9 15010.0 18534.0 81.0 268341.0 91506.0 6553.0 7356.0 89.1 6471.0 7427.0 87.1 1550.0 2722.0 56.9 402.0 1262.0 387.0 67.0 1666.0 16955.0 1522.0 337.0 59.0 116.0 572.0 183.0 84.0 44.0 2.0 684.0 57.0 298.0 918.0 27.0 717.0 57.0 38.0 28.0 114.0 3.35 88.0 4.0 7.0 3.0 5.0 543.0 320.0 244.0 227.0 72.0 352.0 120.0 232.0 315.0 590.0 5.0 22191.0 2135.0 6496.0 9919.0 5978.0 917.0 22188.0 13145.0 671.0 466.0 175.0 14896.0 541.0 310.0 0.0 342.0 298.0 57.0 3.0 5.0 0.0 1944.0 482.0 487.0 49.7
4 Cambuur 31.0 47.5 34.0 374.0 3060.0 25.0 16.0 1.0 2.0 49.0 4.0 0.74 0.47 1.21 0.71 1.18 41.2 39.6 1.21 1.16 34.0 34.0 3060.0 69.0 2.03 207.0 141.0 69.6 5.0 4.0 25.0 7.0 20.6 7.0 6.0 0.0 1.0 34.0 0.0 8.0 3.0 65.4 0.3 -0.6 -0.02 263.0 679.0 38.7 1076.0 177.0 44.4 37.4 337.0 59.6 47.7 561.0 25.0 4.5 42.0 1.24 14.7 124.0 13.0 32.4 3.65 0.06 0.19 0.1 -16.2 -15.6 11225.0 14935.0 75.2 221373.0 82211.0 4251.0 5081.0 83.7 5089.0 6063.0 83.9 1650.0 3046.0 54.2 278.0 860.0 199.0 84.0 1129.0 13229.0 1660.0 380.0 22.0 118.0 657.0 154.0 116.0 18.0 2.0 665.0 46.0 250.0 669.0 19.68 517.0 56.0 30.0 25.0 45.0 1.32 36.0 2.0 2.0 1.0 3.0 599.0 353.0 313.0 224.0 62.0 375.0 134.0 241.0 293.0 755.0 10.0 18804.0 2758.0 7180.0 8044.0 3770.0 571.0 18802.0 10178.0 569.0 371.0 107.0 11043.0 548.0 253.0 1.0 360.0 314.0 46.0 2.0 7.0 3.0 1750.0 449.0 553.0 44.8
5 Emmen 30.0 48.8 34.0 374.0 3060.0 31.0 19.0 1.0 1.0 43.0 2.0 0.91 0.56 1.47 0.88 1.44 36.7 35.9 1.08 1.06 34.0 34.0 3060.0 65.0 1.91 164.0 100.0 61.6 6.0 10.0 18.0 7.0 20.6 2.0 2.0 0.0 0.0 34.0 2.0 14.0 1.0 50.0 0.3 -14.0 -0.41 166.0 538.0 30.9 966.0 137.0 40.3 35.1 287.0 51.9 42.0 555.0 20.0 3.6 26.0 0.76 13.5 128.0 16.0 34.2 3.76 0.08 0.23 0.1 -5.7 -5.9 12708.0 16471.0 77.2 225686.0 81940.0 5814.0 6627.0 87.7 5085.0 6044.0 84.1 1416.0 2853.0 49.6 260.0 1026.0 219.0 65.0 1134.0 14764.0 1663.0 409.0 31.0 121.0 589.0 142.0 52.0 69.0 1.0 719.0 44.0 303.0 633.0 18.62 465.0 40.0 42.0 36.0 55.0 1.62 38.0 4.0 5.0 5.0 0.0 595.0 362.0 298.0 221.0 76.0 404.0 141.0 263.0 311.0 756.0 4.0 20439.0 2557.0 7104.0 8928.0 4614.0 575.0 20438.0 11106.0 548.0 442.0 114.0 12599.0 563.0 280.0 2.0 323.0 363.0 44.0 1.0 2.0 1.0 1919.0 456.0 515.0 47.0
6 Excelsior 28.0 41.6 34.0 374.0 3060.0 30.0 24.0 0.0 2.0 49.0 1.0 0.88 0.71 1.59 0.88 1.59 35.1 33.6 1.03 0.99 34.0 34.0 3060.0 71.0 2.09 241.0 172.0 71.0 9.0 5.0 20.0 8.0 23.5 1.0 1.0 0.0 0.0 34.0 1.0 11.0 2.0 73.7 0.31 4.7 0.14 237.0 660.0 35.9 966.0 182.0 46.3 39.7 305.0 69.8 53.9 597.0 31.0 5.2 21.0 0.62 11.6 104.0 10.0 30.3 3.06 0.09 0.29 0.1 -5.1 -3.6 9947.0 13609.0 73.1 193126.0 79741.0 4031.0 4897.0 82.3 4245.0 5191.0 81.8 1435.0 2767.0 51.9 253.0 839.0 227.0 61.0 1094.0 12002.0 1569.0 337.0 24.0 116.0 557.0 147.0 80.0 52.0 0.0 665.0 38.0 283.0 578.0 17.0 403.0 65.0 42.0 35.0 51.0 1.5 33.0 8.0 5.0 3.0 1.0 615.0 384.0 344.0 202.0 69.0 414.0 127.0 287.0 370.0 884.0 9.0 17726.0 2653.0 6838.0 7179.0 3939.0 590.0 17724.0 9252.0 473.0 361.0 115.0 9817.0 577.0 285.0 1.0 334.0 288.0 38.0 2.0 1.0 2.0 1885.0 480.0 538.0 47.2
7 Feyenoord 30.0 58.6 34.0 374.0 3060.0 77.0 60.0 3.0 3.0 47.0 0.0 2.26 1.76 4.03 2.18 3.94 65.6 63.2 1.93 1.86 34.0 34.0 3060.0 30.0 0.88 103.0 74.0 70.9 25.0 7.0 2.0 13.0 38.2 1.0 0.0 1.0 0.0 34.0 0.0 5.0 2.0 32.3 0.32 4.3 0.13 99.0 283.0 35.0 929.0 186.0 23.9 28.5 168.0 36.3 36.0 368.0 35.0 9.5 49.0 1.44 18.2 247.0 31.0 36.5 7.26 0.11 0.3 0.1 11.4 10.8 16340.0 19874.0 82.2 283536.0 94610.0 7327.0 8206.0 89.3 7123.0 8157.0 87.3 1453.0 2473.0 58.8 535.0 1514.0 419.0 115.0 1906.0 18258.0 1576.0 353.0 48.0 113.0 771.0 251.0 114.0 44.0 0.0 725.0 40.0 336.0 1221.0 35.91 926.0 105.0 61.0 50.0 133.0 3.91 105.0 3.0 9.0 6.0 2.0 597.0 340.0 231.0 267.0 99.0 331.0 71.0 260.0 289.0 500.0 6.0 23956.0 1845.0 5669.0 11372.0 7148.0 1146.0 23953.0 14798.0 973.0 643.0 259.0 16163.0 599.0 325.0 0.0 301.0 303.0 40.0 3.0 1.0 2.0 2100.0 415.0 351.0 54.2
8 Fortuna Sittard 28.0 44.1 34.0 374.0 3060.0 39.0 22.0 7.0 7.0 63.0 3.0 1.15 0.65 1.79 0.94 1.59 36.3 31.1 1.07 0.91 34.0 34.0 3060.0 62.0 1.82 184.0 124.0 67.9 10.0 6.0 18.0 7.0 20.6 3.0 3.0 0.0 0.0 34.0 0.0 6.0 2.0 56.0 0.29 -4.0 -0.12 307.0 688.0 44.6 991.0 153.0 44.2 37.0 329.0 76.0 53.0 676.0 77.0 11.4 24.0 0.71 11.4 116.0 17.0 30.4 3.41 0.08 0.28 0.08 2.7 0.9 10397.0 14054.0 74.0 205215.0 84069.0 4001.0 4792.0 83.5 4537.0 5511.0 82.3 1564.0 2929.0 53.4 284.0 852.0 216.0 84.0 1036.0 12417.0 1566.0 338.0 32.0 90.0 631.0 149.0 38.0 85.0 1.0 654.0 71.0 280.0 666.0 19.59 450.0 81.0 45.0 43.0 66.0 1.94 33.0 6.0 9.0 10.0 0.0 571.0 355.0 332.0 189.0 50.0 454.0 160.0 294.0 370.0 841.0 8.0 18037.0 2703.0 7183.0 7168.0 3892.0 644.0 18030.0 9455.0 529.0 339.0 121.0 10289.0 499.0 284.0 2.0 323.0 315.0 71.0 7.0 3.0 2.0 1881.0 496.0 425.0 53.9
9 Go Ahead Eag 27.0 46.9 34.0 374.0 3060.0 45.0 25.0 2.0 4.0 51.0 2.0 1.32 0.74 2.06 1.26 2.0 45.0 41.9 1.32 1.23 34.0 34.0 3060.0 56.0 1.65 172.0 118.0 68.6 10.0 10.0 14.0 8.0 23.5 2.0 2.0 0.0 0.0 34.0 1.0 5.0 2.0 54.2 0.31 0.2 0.01 234.0 554.0 42.2 1020.0 154.0 44.4 37.0 233.0 43.3 37.0 546.0 21.0 3.8 38.0 1.12 15.8 133.0 10.0 31.2 3.91 0.1 0.32 0.1 0.0 1.1 11378.0 15127.0 75.2 211638.0 88193.0 4812.0 5704.0 84.4 4863.0 5869.0 82.9 1409.0 2729.0 51.6 326.0 942.0 275.0 76.0 1232.0 13459.0 1631.0 385.0 37.0 81.0 620.0 164.0 65.0 75.0 2.0 696.0 37.0 271.0 756.0 22.24 549.0 72.0 59.0 33.0 77.0 2.26 53.0 4.0 12.0 5.0 1.0 549.0 331.0 253.0 220.0 76.0 428.0 130.0 298.0 332.0 747.0 8.0 19185.0 2539.0 6717.0 7808.0 4824.0 769.0 19181.0 9954.0 475.0 328.0 110.0 11261.0 550.0 302.0 0.0 368.0 334.0 37.0 3.0 2.0 2.0 1889.0 495.0 572.0 46.4
10 Groningen 36.0 46.4 34.0 374.0 3060.0 30.0 23.0 1.0 1.0 51.0 5.0 0.88 0.68 1.56 0.85 1.53 31.8 31.0 0.94 0.91 34.0 34.0 3059.0 75.0 2.21 192.0 117.0 64.6 4.0 6.0 24.0 4.0 11.8 7.0 7.0 0.0 0.0 34.0 1.0 7.0 0.0 65.4 0.31 -9.6 -0.28 219.0 668.0 32.8 1011.0 136.0 45.2 38.4 312.0 67.6 50.9 542.0 19.0 3.5 27.0 0.79 13.0 101.0 22.0 26.8 2.97 0.08 0.29 0.08 -1.8 -2.0 10823.0 14541.0 74.4 209825.0 73851.0 4235.0 5028.0 84.2 4776.0 5673.0 84.2 1518.0 2949.0 51.5 270.0 871.0 218.0 64.0 1062.0 12867.0 1624.0 340.0 31.0 176.0 524.0 138.0 90.0 24.0 0.0 718.0 50.0 294.0 647.0 19.03 486.0 37.0 36.0 29.0 50.0 1.47 38.0 1.0 6.0 2.0 0.0 631.0 384.0 304.0 250.0 77.0 437.0 144.0 293.0 312.0 712.0 9.0 18670.0 2557.0 6799.0 7901.0 4170.0 608.0 18669.0 9894.0 527.0 400.0 129.0 10671.0 605.0 314.0 1.0 325.0 279.0 50.0 1.0 7.0 0.0 1869.0 451.0 508.0 47.0
11 Heerenveen 26.0 50.2 34.0 374.0 3060.0 43.0 29.0 1.0 3.0 51.0 1.0 1.26 0.85 2.12 1.24 2.09 44.1 41.7 1.3 1.23 34.0 34.0 3060.0 50.0 1.47 144.0 94.0 68.1 12.0 10.0 12.0 10.0 29.4 5.0 4.0 1.0 0.0 34.0 0.0 8.0 1.0 49.3 0.31 0.3 0.01 181.0 514.0 35.2 931.0 164.0 39.1 35.7 270.0 55.6 45.7 513.0 31.0 6.0 40.0 1.18 14.1 149.0 22.0 33.5 4.38 0.09 0.28 0.1 -1.1 0.3 13386.0 17076.0 78.4 242536.0 89231.0 5972.0 6811.0 87.7 5476.0 6489.0 84.4 1574.0 2841.0 55.4 320.0 1071.0 288.0 90.0 1245.0 15460.0 1570.0 359.0 43.0 137.0 633.0 157.0 58.0 59.0 4.0 671.0 46.0 321.0 792.0 23.29 593.0 61.0 48.0 36.0 74.0 2.18 51.0 6.0 9.0 2.0 0.0 527.0 317.0 282.0 179.0 66.0 330.0 108.0 222.0 362.0 680.0 5.0 20948.0 2395.0 7012.0 9272.0 4864.0 682.0 20945.0 11716.0 632.0 507.0 119.0 13268.0 531.0 281.0 0.0 325.0 324.0 46.0 3.0 5.0 1.0 1960.0 493.0 438.0 53.0
12 NEC Nijmegen 22.0 50.7 34.0 374.0 3060.0 42.0 32.0 4.0 5.0 48.0 3.0 1.24 0.94 2.18 1.12 2.06 48.2 44.3 1.42 1.3 34.0 34.0 3060.0 45.0 1.32 183.0 139.0 77.6 8.0 15.0 11.0 9.0 26.5 4.0 4.0 0.0 0.0 34.0 2.0 2.0 1.0 48.1 0.25 4.1 0.12 209.0 566.0 36.9 915.0 174.0 45.8 37.3 273.0 53.8 43.0 524.0 22.0 4.2 43.0 1.26 15.0 150.0 30.0 32.5 4.41 0.08 0.25 0.1 -6.2 -6.3 12788.0 16185.0 79.0 226005.0 88079.0 5787.0 6561.0 88.2 5163.0 6071.0 85.0 1388.0 2529.0 54.9 335.0 937.0 219.0 64.0 1256.0 14425.0 1724.0 492.0 49.0 114.0 623.0 184.0 40.0 124.0 2.0 679.0 36.0 302.0 824.0 24.24 564.0 77.0 47.0 61.0 76.0 2.24 56.0 3.0 4.0 7.0 0.0 517.0 290.0 267.0 188.0 62.0 381.0 139.0 242.0 256.0 620.0 9.0 20002.0 2333.0 6804.0 8874.0 4528.0 750.0 19997.0 11711.0 637.0 481.0 189.0 12643.0 534.0 329.0 0.0 358.0 453.0 36.0 4.0 4.0 1.0 1817.0 426.0 414.0 50.7
13 PSV Eindhoven 32.0 55.5 34.0 374.0 3060.0 87.0 63.0 6.0 7.0 47.0 3.0 2.56 1.85 4.41 2.38 4.24 81.5 76.0 2.4 2.23 34.0 34.0 3060.0 40.0 1.18 121.0 83.0 68.6 23.0 6.0 5.0 11.0 32.4 2.0 2.0 0.0 0.0 34.0 1.0 6.0 2.0 33.9 0.27 -4.1 -0.12 187.0 429.0 43.6 735.0 111.0 40.5 34.7 220.0 59.5 45.1 364.0 31.0 8.5 25.0 0.74 13.1 235.0 11.0 38.4 6.91 0.13 0.34 0.13 5.5 5.0 15431.0 19053.0 81.0 274344.0 100360.0 6910.0 7849.0 88.0 6415.0 7384.0 86.9 1641.0 2760.0 59.5 490.0 1423.0 399.0 93.0 1734.0 17443.0 1558.0 336.0 56.0 113.0 727.0 228.0 89.0 102.0 1.0 697.0 52.0 299.0 1091.0 32.09 801.0 103.0 81.0 38.0 147.0 4.32 101.0 8.0 19.0 6.0 2.0 601.0 354.0 286.0 242.0 73.0 381.0 91.0 290.0 304.0 549.0 11.0 23054.0 1813.0 6305.0 10840.0 6152.0 1089.0 23047.0 12979.0 787.0 535.0 241.0 15321.0 561.0 318.0 1.0 327.0 305.0 52.0 6.0 2.0 2.0 2194.0 560.0 464.0 54.7
14 RKC Waalwijk 27.0 45.4 34.0 374.0 3060.0 49.0 38.0 4.0 4.0 57.0 2.0 1.44 1.12 2.56 1.32 2.44 45.5 42.5 1.34 1.25 34.0 34.0 3060.0 64.0 1.88 208.0 143.0 71.6 11.0 8.0 15.0 6.0 17.6 8.0 5.0 2.0 1.0 34.0 1.0 6.0 1.0 62.8 0.28 -0.2 -0.01 204.0 600.0 34.0 994.0 217.0 44.4 38.1 286.0 55.6 45.8 566.0 62.0 11.0 42.0 1.24 12.8 131.0 11.0 35.2 3.85 0.12 0.34 0.12 3.5 2.5 11563.0 14936.0 77.4 209160.0 84153.0 5018.0 5823.0 86.2 4959.0 5831.0 85.0 1274.0 2392.0 53.3 292.0 889.0 285.0 52.0 1297.0 13398.0 1483.0 321.0 44.0 76.0 476.0 136.0 59.0 47.0 1.0 624.0 55.0 302.0 671.0 19.74 514.0 43.0 31.0 27.0 88.0 2.59 69.0 4.0 5.0 4.0 0.0 574.0 333.0 322.0 176.0 76.0 422.0 133.0 289.0 312.0 713.0 12.0 18958.0 2609.0 7210.0 7468.0 4481.0 711.0 18954.0 10273.0 557.0 402.0 152.0 11439.0 578.0 310.0 0.0 342.0 277.0 55.0 3.0 8.0 1.0 1840.0 334.0 373.0 47.2
15 Sparta R'dam 30.0 47.9 34.0 374.0 3060.0 59.0 47.0 4.0 5.0 42.0 3.0 1.74 1.38 3.12 1.62 3.0 41.5 37.7 1.22 1.11 34.0 34.0 3060.0 37.0 1.09 158.0 121.0 77.8 17.0 8.0 9.0 14.0 41.2 3.0 2.0 1.0 0.0 34.0 1.0 6.0 1.0 44.2 0.26 8.2 0.24 311.0 658.0 47.3 1112.0 150.0 44.9 38.4 224.0 71.0 53.0 547.0 47.0 8.6 41.0 1.21 13.5 150.0 16.0 35.5 4.41 0.13 0.37 0.09 17.5 17.3 12370.0 15955.0 77.5 241170.0 91054.0 4876.0 5694.0 85.6 5452.0 6430.0 84.8 1753.0 2990.0 58.6 310.0 903.0 246.0 91.0 1136.0 14406.0 1505.0 306.0 40.0 118.0 624.0 145.0 85.0 47.0 2.0 689.0 44.0 291.0 747.0 21.97 527.0 76.0 43.0 47.0 110.0 3.24 68.0 10.0 10.0 7.0 1.0 526.0 290.0 274.0 200.0 52.0 379.0 145.0 234.0 315.0 713.0 11.0 19675.0 2482.0 7122.0 8472.0 4248.0 669.0 19670.0 10861.0 511.0 369.0 101.0 12240.0 461.0 235.0 1.0 324.0 299.0 44.0 4.0 3.0 1.0 1780.0 713.0 564.0 55.8
16 Twente 26.0 57.8 34.0 374.0 3060.0 65.0 49.0 3.0 3.0 45.0 1.0 1.91 1.44 3.35 1.82 3.26 62.8 60.7 1.85 1.79 34.0 34.0 3060.0 27.0 0.79 124.0 97.0 79.0 18.0 10.0 6.0 17.0 50.0 2.0 1.0 1.0 0.0 34.0 1.0 6.0 1.0 33.8 0.26 7.8 0.23 139.0 441.0 31.5 720.0 131.0 43.1 36.4 228.0 57.5 44.0 374.0 17.0 4.5 67.0 1.97 18.4 192.0 18.0 31.8 5.65 0.1 0.32 0.1 2.2 1.3 14503.0 18496.0 78.4 258285.0 89023.0 6580.0 7552.0 87.1 5985.0 7027.0 85.2 1549.0 2881.0 53.8 462.0 1287.0 419.0 98.0 1638.0 16811.0 1637.0 383.0 61.0 198.0 755.0 216.0 152.0 12.0 0.0 749.0 48.0 364.0 1054.0 31.0 822.0 79.0 62.0 42.0 112.0 3.29 83.0 11.0 9.0 6.0 0.0 617.0 373.0 288.0 237.0 92.0 385.0 95.0 290.0 318.0 493.0 8.0 22504.0 1788.0 6058.0 9975.0 6684.0 1013.0 22501.0 12753.0 789.0 574.0 196.0 14347.0 573.0 308.0 0.0 359.0 321.0 48.0 1.0 2.0 1.0 2140.0 491.0 553.0 47.0
17 Utrecht 33.0 49.2 34.0 374.0 3060.0 54.0 37.0 3.0 4.0 52.0 1.0 1.59 1.09 2.68 1.5 2.59 49.3 46.2 1.45 1.36 34.0 34.0 3060.0 50.0 1.47 160.0 110.0 69.4 15.0 9.0 10.0 12.0 35.3 1.0 1.0 0.0 0.0 34.0 0.0 5.0 0.0 49.0 0.31 -1.0 -0.03 176.0 430.0 40.9 833.0 160.0 34.5 33.6 259.0 55.2 43.1 531.0 45.0 8.5 28.0 0.82 14.1 163.0 6.0 37.6 4.79 0.12 0.31 0.11 4.7 4.8 12725.0 16632.0 76.5 235671.0 90642.0 5297.0 6178.0 85.7 5527.0 6709.0 82.4 1540.0 2803.0 54.9 321.0 1017.0 285.0 92.0 1234.0 14960.0 1636.0 344.0 39.0 107.0 694.0 192.0 91.0 72.0 1.0 755.0 36.0 328.0 747.0 21.97 552.0 79.0 51.0 27.0 89.0 2.62 58.0 10.0 10.0 3.0 2.0 583.0 350.0 285.0 233.0 65.0 360.0 97.0 263.0 340.0 705.0 6.0 20517.0 2286.0 6827.0 9286.0 4580.0 738.0 20513.0 10436.0 505.0 388.0 110.0 12610.0 543.0 271.0 0.0 312.0 292.0 36.0 4.0 1.0 0.0 1934.0 572.0 493.0 53.7
18 Vitesse 30.0 48.8 34.0 374.0 3060.0 43.0 32.0 1.0 1.0 51.0 5.0 1.26 0.94 2.21 1.24 2.18 43.8 43.2 1.29 1.27 34.0 34.0 3060.0 50.0 1.47 135.0 85.0 63.7 10.0 10.0 14.0 9.0 26.5 2.0 1.0 1.0 0.0 34.0 2.0 4.0 1.0 43.8 0.31 -5.2 -0.15 209.0 617.0 33.9 944.0 174.0 46.6 39.1 244.0 72.5 55.6 509.0 54.0 10.6 38.0 1.12 12.6 170.0 27.0 32.2 5.0 0.08 0.25 0.08 -0.8 -1.2 11720.0 15568.0 75.3 215594.0 83334.0 5139.0 6026.0 85.3 4902.0 5917.0 82.8 1384.0 2747.0 50.4 376.0 1032.0 262.0 73.0 1274.0 13882.0 1631.0 359.0 38.0 118.0 656.0 211.0 96.0 86.0 0.0 726.0 55.0 315.0 870.0 25.59 582.0 102.0 78.0 50.0 71.0 2.09 44.0 5.0 9.0 5.0 2.0 524.0 321.0 236.0 208.0 80.0 349.0 103.0 246.0 315.0 686.0 14.0 19698.0 2073.0 6159.0 8736.0 5026.0 794.0 19697.0 10198.0 528.0 399.0 140.0 11614.0 606.0 328.0 1.0 370.0 319.0 55.0 1.0 2.0 1.0 2050.0 501.0 541.0 48.1
19 Volendam 31.0 41.0 34.0 374.0 3060.0 41.0 33.0 0.0 0.0 41.0 3.0 1.21 0.97 2.18 1.21 2.18 42.5 42.5 1.25 1.25 34.0 34.0 3060.0 71.0 2.09 204.0 135.0 66.2 10.0 6.0 18.0 5.0 14.7 4.0 2.0 2.0 0.0 34.0 0.0 10.0 4.0 67.4 0.32 0.4 0.01 238.0 722.0 33.0 872.0 146.0 51.5 39.3 333.0 82.0 57.1 601.0 26.0 4.3 51.0 1.5 15.3 144.0 6.0 34.7 4.24 0.1 0.28 0.1 -1.5 -1.5 9142.0 13134.0 69.6 170964.0 72637.0 3953.0 4857.0 81.4 3698.0 4766.0 77.6 1206.0 2708.0 44.5 316.0 844.0 220.0 54.0 1091.0 11419.0 1651.0 346.0 32.0 121.0 561.0 175.0 89.0 51.0 2.0 692.0 64.0 263.0 719.0 21.15 497.0 78.0 43.0 30.0 73.0 2.15 41.0 12.0 4.0 6.0 2.0 647.0 381.0 358.0 226.0 63.0 420.0 129.0 291.0 336.0 806.0 13.0 17280.0 2350.0 6283.0 7182.0 4024.0 666.0 17280.0 8298.0 514.0 359.0 141.0 9033.0 512.0 312.0 0.0 340.0 271.0 64.0 0.0 4.0 4.0 1993.0 520.0 578.0 47.4