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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_2019-2020_team.csv
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team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,carries,progressive_carries,carries_into_final_third,carries_into_penalty_area,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
ADO Den Haag,34.0,43.3,26.0,286.0,2340.0,22.0,14.0,3.0,5.0,53.0,4.0,0.85,0.54,1.38,0.73,1.27,29.7,25.7,1.14,0.99,26.0,26.0,2340.0,54.0,2.08,152.0,101.0,67.8,4.0,7.0,15.0,7.0,26.9,5.0,5.0,0.0,0.0,26.0,1.0,5.0,3.0,51.1,0.31,0.1,0.0,234.0,535.0,43.7,690.0,121.0,52.8,40.5,247.0,69.2,51.2,390.0,9.0,2.3,22.0,0.85,13.9,82.0,12.0,34.6,3.15,0.08,0.23,0.11,-7.7,-6.7,7272.0,10179.0,71.4,149193.0,62490.0,2728.0,3333.0,81.8,3060.0,3802.0,80.5,1277.0,2442.0,52.3,162.0,611.0,123.0,44.0,740.0,8836.0,1310.0,351.0,5.0,137.0,516.0,103.0,51.0,44.0,4.0,531.0,33.0,180.0,414.0,15.92,250.0,58.0,27.0,42.0,38.0,1.46,17.0,9.0,3.0,7.0,0.0,405.0,247.0,211.0,163.0,31.0,249.0,107.0,142.0,264.0,577.0,10.0,12949.0,1758.0,4377.0,6151.0,2543.0,365.0,12945.0,5524.0,292.0,227.0,67.0,7164.0,431.0,233.0,4.0,288.0,309.0,33.0,5.0,5.0,3.0,1244.0,465.0,478.0,49.3
Ajax,29.0,63.7,25.0,275.0,2250.0,67.0,54.0,3.0,3.0,32.0,0.0,2.68,2.16,4.84,2.56,4.72,74.2,72.0,2.97,2.88,25.0,25.0,2250.0,23.0,0.92,77.0,54.0,72.7,18.0,2.0,5.0,8.0,32.0,2.0,2.0,0.0,0.0,25.0,0.0,1.0,0.0,28.5,0.36,5.5,0.22,103.0,225.0,45.8,635.0,131.0,27.4,28.8,160.0,31.9,33.9,196.0,17.0,8.7,42.0,1.68,17.3,201.0,16.0,36.8,8.04,0.12,0.32,0.14,-7.2,-8.0,13602.0,16370.0,83.1,216046.0,78193.0,7045.0,7849.0,89.8,4755.0,5436.0,87.5,1107.0,1801.0,61.5,432.0,1171.0,471.0,73.0,1754.0,15142.0,1182.0,272.0,65.0,102.0,565.0,192.0,15.0,124.0,8.0,509.0,46.0,230.0,964.0,38.56,725.0,80.0,65.0,29.0,107.0,4.28,76.0,4.0,17.0,1.0,1.0,464.0,263.0,166.0,209.0,89.0,201.0,60.0,141.0,260.0,308.0,8.0,19356.0,1170.0,3778.0,9191.0,6567.0,1118.0,19353.0,12900.0,709.0,576.0,180.0,13480.0,432.0,332.0,0.0,245.0,242.0,46.0,1.0,2.0,0.0,1582.0,391.0,356.0,52.3
AZ Alkmaar,24.0,60.2,25.0,275.0,2250.0,54.0,36.0,9.0,10.0,32.0,2.0,2.16,1.44,3.6,1.8,3.24,55.0,47.3,2.2,1.89,25.0,25.0,2246.0,17.0,0.68,80.0,64.0,81.3,18.0,2.0,5.0,17.0,68.0,3.0,2.0,0.0,1.0,25.0,1.0,2.0,1.0,20.4,0.23,4.4,0.18,82.0,260.0,31.5,636.0,146.0,31.3,31.9,187.0,32.6,33.3,264.0,14.0,5.3,14.0,0.56,13.8,142.0,11.0,38.0,5.68,0.12,0.32,0.13,-1.0,-2.3,13645.0,16198.0,84.2,249387.0,82281.0,5666.0,6294.0,90.0,6403.0,7076.0,90.5,1372.0,2218.0,61.9,310.0,979.0,300.0,26.0,1494.0,14978.0,1177.0,298.0,28.0,111.0,359.0,160.0,92.0,10.0,0.0,490.0,43.0,244.0,702.0,28.08,542.0,49.0,26.0,24.0,95.0,3.8,66.0,7.0,4.0,10.0,0.0,379.0,222.0,151.0,183.0,45.0,207.0,59.0,148.0,235.0,365.0,6.0,18757.0,1618.0,5206.0,9237.0,4453.0,769.0,18747.0,11449.0,585.0,455.0,186.0,13533.0,417.0,267.0,1.0,268.0,251.0,43.0,10.0,3.0,1.0,1415.0,254.0,307.0,45.3
Emmen,29.0,51.8,26.0,286.0,2340.0,31.0,22.0,3.0,3.0,54.0,4.0,1.19,0.85,2.04,1.08,1.92,36.6,34.3,1.41,1.32,26.0,26.0,2340.0,45.0,1.73,130.0,87.0,67.7,9.0,5.0,12.0,7.0,26.9,3.0,3.0,0.0,0.0,26.0,0.0,4.0,2.0,41.9,0.31,-1.1,-0.04,161.0,438.0,36.8,726.0,143.0,36.2,34.4,239.0,73.2,52.1,357.0,8.0,2.2,20.0,0.77,12.8,98.0,20.0,30.4,3.77,0.09,0.29,0.11,-5.6,-6.3,10846.0,13723.0,79.0,205419.0,76697.0,4715.0,5351.0,88.1,4407.0,5133.0,85.9,1532.0,2604.0,58.8,256.0,828.0,202.0,47.0,991.0,12370.0,1312.0,334.0,33.0,164.0,393.0,108.0,46.0,51.0,1.0,560.0,41.0,233.0,587.0,22.58,436.0,38.0,35.0,29.0,57.0,2.19,36.0,4.0,6.0,4.0,0.0,462.0,279.0,233.0,186.0,43.0,263.0,98.0,165.0,301.0,500.0,9.0,16641.0,1769.0,5716.0,7924.0,3165.0,453.0,16638.0,8849.0,451.0,332.0,90.0,10783.0,387.0,235.0,2.0,321.0,307.0,41.0,3.0,3.0,2.0,1537.0,387.0,459.0,45.7
Feyenoord,30.0,54.3,25.0,275.0,2250.0,49.0,33.0,9.0,9.0,38.0,0.0,1.96,1.32,3.28,1.6,2.92,50.2,43.1,2.01,1.72,25.0,25.0,2250.0,35.0,1.4,107.0,72.0,70.1,14.0,8.0,3.0,6.0,24.0,5.0,3.0,2.0,0.0,25.0,0.0,3.0,2.0,32.1,0.26,-0.9,-0.03,116.0,349.0,33.2,566.0,117.0,39.2,35.6,203.0,62.6,48.4,296.0,13.0,4.4,18.0,0.72,14.3,140.0,19.0,38.7,5.6,0.11,0.29,0.12,-1.2,-3.1,11529.0,14191.0,81.2,207667.0,71284.0,5057.0,5712.0,88.5,4632.0,5309.0,87.2,1430.0,2288.0,62.5,288.0,839.0,240.0,42.0,1157.0,12941.0,1208.0,285.0,35.0,155.0,418.0,140.0,100.0,22.0,0.0,520.0,42.0,226.0,661.0,26.44,495.0,43.0,34.0,30.0,82.0,3.28,56.0,6.0,7.0,7.0,1.0,462.0,299.0,238.0,175.0,49.0,244.0,65.0,179.0,289.0,410.0,10.0,17043.0,1473.0,4788.0,8458.0,3968.0,659.0,17034.0,9796.0,535.0,384.0,159.0,11453.0,401.0,301.0,0.0,271.0,273.0,42.0,4.0,5.0,2.0,1546.0,381.0,333.0,53.4
Fortuna Sittard,27.0,45.1,26.0,286.0,2340.0,27.0,15.0,3.0,4.0,48.0,4.0,1.04,0.58,1.62,0.92,1.5,30.0,27.0,1.15,1.04,26.0,26.0,2340.0,52.0,2.0,148.0,97.0,70.9,6.0,8.0,12.0,6.0,23.1,9.0,9.0,0.0,0.0,26.0,1.0,6.0,1.0,50.3,0.29,-0.7,-0.03,201.0,564.0,35.6,617.0,83.0,57.5,42.8,256.0,81.6,56.4,484.0,31.0,6.4,23.0,0.88,12.8,102.0,19.0,35.3,3.92,0.08,0.24,0.1,-3.0,-3.0,8390.0,11406.0,73.6,150791.0,62288.0,3867.0,4509.0,85.8,3246.0,4048.0,80.2,995.0,2168.0,45.9,213.0,691.0,150.0,40.0,818.0,10021.0,1337.0,354.0,10.0,78.0,376.0,91.0,49.0,32.0,1.0,558.0,48.0,186.0,515.0,19.81,356.0,50.0,25.0,46.0,42.0,1.62,29.0,1.0,4.0,4.0,0.0,438.0,285.0,246.0,143.0,49.0,260.0,83.0,177.0,280.0,593.0,11.0,14362.0,1718.0,4789.0,6595.0,3118.0,363.0,14358.0,7558.0,386.0,343.0,60.0,8327.0,450.0,262.0,1.0,263.0,327.0,48.0,2.0,9.0,1.0,1386.0,424.0,483.0,46.7
Groningen,25.0,48.6,26.0,286.0,2340.0,27.0,17.0,4.0,6.0,44.0,4.0,1.04,0.65,1.69,0.88,1.54,34.0,29.2,1.31,1.12,26.0,26.0,2340.0,26.0,1.0,88.0,60.0,73.9,10.0,5.0,11.0,9.0,34.6,6.0,3.0,2.0,1.0,26.0,1.0,2.0,0.0,27.3,0.26,1.3,0.05,178.0,501.0,35.5,886.0,108.0,42.8,36.1,225.0,54.2,45.4,317.0,15.0,4.7,46.0,1.77,16.2,93.0,18.0,29.1,3.58,0.07,0.25,0.09,-7.0,-6.2,9241.0,12322.0,75.0,187192.0,68484.0,3289.0,3904.0,84.2,4461.0,5285.0,84.4,1332.0,2578.0,51.7,231.0,768.0,170.0,50.0,929.0,11014.0,1275.0,305.0,21.0,167.0,517.0,149.0,97.0,44.0,0.0,544.0,33.0,202.0,557.0,21.42,387.0,48.0,28.0,40.0,45.0,1.73,31.0,2.0,4.0,6.0,0.0,451.0,303.0,234.0,177.0,40.0,242.0,66.0,176.0,306.0,471.0,8.0,15221.0,1742.0,5300.0,6821.0,3308.0,440.0,15215.0,9136.0,499.0,364.0,85.0,9129.0,472.0,234.0,1.0,274.0,275.0,33.0,5.0,6.0,0.0,1492.0,478.0,450.0,51.5
Heerenveen,24.0,51.0,26.0,286.0,2340.0,40.0,30.0,3.0,6.0,27.0,0.0,1.54,1.15,2.69,1.42,2.58,40.8,36.0,1.57,1.39,26.0,26.0,2340.0,41.0,1.58,124.0,84.0,71.8,8.0,9.0,9.0,4.0,15.4,7.0,6.0,1.0,0.0,26.0,1.0,6.0,2.0,40.2,0.27,1.2,0.05,122.0,361.0,33.8,708.0,154.0,37.0,33.8,194.0,51.0,41.7,365.0,10.0,2.7,13.0,0.5,12.3,146.0,26.0,33.9,5.62,0.09,0.25,0.08,-0.8,1.0,10610.0,13506.0,78.6,190059.0,66915.0,4707.0,5417.0,86.9,4239.0,5032.0,84.2,1236.0,2228.0,55.5,325.0,838.0,190.0,40.0,1083.0,12238.0,1236.0,270.0,17.0,132.0,431.0,150.0,102.0,28.0,0.0,555.0,32.0,178.0,750.0,28.85,548.0,54.0,36.0,36.0,70.0,2.69,52.0,3.0,5.0,3.0,2.0,477.0,310.0,225.0,209.0,43.0,244.0,64.0,180.0,270.0,521.0,11.0,16747.0,1711.0,5140.0,7829.0,3942.0,617.0,16741.0,10090.0,682.0,494.0,196.0,10491.0,467.0,254.0,0.0,260.0,246.0,32.0,4.0,7.0,2.0,1612.0,407.0,450.0,47.5
Heracles Almelo,23.0,48.2,26.0,286.0,2340.0,39.0,28.0,1.0,2.0,45.0,1.0,1.5,1.08,2.58,1.46,2.54,39.3,37.7,1.51,1.45,26.0,26.0,2340.0,34.0,1.31,120.0,84.0,74.2,10.0,6.0,10.0,7.0,26.9,5.0,3.0,2.0,0.0,26.0,2.0,1.0,0.0,33.3,0.24,-0.7,-0.03,128.0,336.0,38.1,700.0,145.0,34.0,32.6,203.0,48.3,40.7,326.0,19.0,5.8,21.0,0.81,12.6,121.0,15.0,35.1,4.65,0.11,0.31,0.11,-0.3,0.3,9301.0,12255.0,75.9,174226.0,65303.0,3979.0,4618.0,86.2,3815.0,4612.0,82.7,1239.0,2291.0,54.1,238.0,717.0,174.0,42.0,951.0,10919.0,1290.0,320.0,13.0,146.0,422.0,144.0,67.0,34.0,6.0,564.0,46.0,204.0,589.0,22.65,407.0,54.0,33.0,34.0,67.0,2.58,50.0,6.0,2.0,3.0,1.0,548.0,333.0,285.0,217.0,46.0,307.0,95.0,212.0,290.0,429.0,2.0,15464.0,1685.0,5274.0,6950.0,3439.0,545.0,15462.0,8026.0,504.0,361.0,126.0,9217.0,466.0,327.0,0.0,327.0,297.0,46.0,2.0,5.0,0.0,1613.0,404.0,383.0,51.3
PSV Eindhoven,29.0,54.7,26.0,286.0,2340.0,52.0,40.0,6.0,6.0,37.0,4.0,2.0,1.54,3.54,1.77,3.31,48.7,44.0,1.87,1.69,26.0,26.0,2340.0,28.0,1.08,95.0,67.0,73.7,14.0,7.0,5.0,7.0,26.9,3.0,3.0,0.0,0.0,26.0,0.0,4.0,0.0,26.8,0.25,-1.2,-0.05,118.0,279.0,42.3,585.0,138.0,29.9,30.5,202.0,51.5,42.1,326.0,23.0,7.1,37.0,1.42,15.8,154.0,10.0,37.1,5.92,0.11,0.3,0.11,3.3,2.0,12070.0,14878.0,81.1,198288.0,71887.0,5831.0,6582.0,88.6,4763.0,5550.0,85.8,965.0,1730.0,55.8,337.0,922.0,243.0,34.0,1237.0,13553.0,1280.0,278.0,45.0,66.0,413.0,153.0,48.0,79.0,2.0,591.0,45.0,235.0,740.0,28.46,549.0,58.0,44.0,25.0,93.0,3.58,70.0,6.0,7.0,4.0,0.0,431.0,262.0,203.0,164.0,64.0,258.0,90.0,168.0,246.0,502.0,11.0,18011.0,1523.0,4609.0,8693.0,4913.0,768.0,18005.0,10528.0,642.0,499.0,220.0,11991.0,447.0,308.0,1.0,249.0,252.0,45.0,4.0,3.0,0.0,1501.0,457.0,413.0,52.5
RKC Waalwijk,28.0,49.8,26.0,286.0,2340.0,27.0,20.0,2.0,2.0,57.0,5.0,1.04,0.77,1.81,0.96,1.73,28.9,27.3,1.11,1.05,26.0,26.0,2340.0,60.0,2.31,147.0,88.0,61.9,4.0,3.0,19.0,4.0,15.4,5.0,4.0,0.0,1.0,26.0,2.0,5.0,1.0,49.0,0.31,-10.0,-0.39,279.0,645.0,43.3,962.0,159.0,48.8,38.6,241.0,73.0,52.8,318.0,20.0,6.3,41.0,1.58,15.8,95.0,15.0,30.0,3.65,0.08,0.26,0.09,-1.9,-2.3,10169.0,13138.0,77.4,197471.0,76891.0,4042.0,4740.0,85.3,4511.0,5263.0,85.7,1393.0,2544.0,54.8,222.0,790.0,189.0,58.0,1026.0,11789.0,1320.0,296.0,27.0,142.0,467.0,119.0,48.0,34.0,18.0,578.0,29.0,225.0,550.0,21.15,403.0,40.0,27.0,28.0,49.0,1.88,32.0,4.0,2.0,3.0,1.0,434.0,280.0,255.0,139.0,40.0,253.0,85.0,168.0,290.0,444.0,10.0,16002.0,1916.0,5564.0,7163.0,3444.0,481.0,16000.0,8871.0,520.0,350.0,121.0,10071.0,445.0,283.0,1.0,314.0,236.0,29.0,1.0,5.0,1.0,1434.0,391.0,428.0,47.7
Sparta R'dam,23.0,40.7,26.0,286.0,2340.0,40.0,31.0,2.0,4.0,46.0,3.0,1.54,1.19,2.73,1.46,2.65,37.5,34.3,1.44,1.32,26.0,26.0,2339.0,45.0,1.73,115.0,70.0,67.0,9.0,6.0,11.0,6.0,23.1,7.0,7.0,0.0,0.0,26.0,1.0,5.0,0.0,41.6,0.31,-3.4,-0.13,197.0,500.0,39.4,562.0,107.0,50.4,40.8,254.0,85.4,60.4,429.0,13.0,3.0,28.0,1.08,13.7,111.0,11.0,31.9,4.27,0.11,0.34,0.1,2.5,3.7,7260.0,10182.0,71.3,145380.0,65750.0,2847.0,3523.0,80.8,3119.0,3964.0,78.7,1146.0,2198.0,52.1,266.0,727.0,167.0,38.0,929.0,8882.0,1271.0,240.0,18.0,70.0,398.0,119.0,54.0,57.0,1.0,588.0,29.0,187.0,598.0,23.0,394.0,75.0,39.0,34.0,68.0,2.62,53.0,5.0,2.0,3.0,0.0,423.0,248.0,203.0,182.0,38.0,287.0,78.0,209.0,257.0,639.0,5.0,13356.0,1589.0,4422.0,5905.0,3178.0,507.0,13352.0,6462.0,391.0,274.0,107.0,7194.0,471.0,252.0,2.0,346.0,206.0,29.0,4.0,7.0,0.0,1384.0,571.0,475.0,54.6
Twente,25.0,50.2,26.0,286.0,2340.0,34.0,21.0,5.0,6.0,44.0,4.0,1.31,0.81,2.12,1.12,1.92,33.3,29.0,1.28,1.12,26.0,26.0,2336.0,46.0,1.77,154.0,109.0,70.1,7.0,6.0,13.0,5.0,19.2,2.0,0.0,1.0,1.0,26.0,0.0,7.0,2.0,45.4,0.29,1.4,0.05,144.0,412.0,35.0,824.0,154.0,40.4,35.6,201.0,39.3,36.2,383.0,20.0,5.2,32.0,1.23,15.9,88.0,12.0,34.9,3.38,0.12,0.33,0.12,0.7,0.0,10940.0,13823.0,79.1,188978.0,70660.0,5006.0,5739.0,87.2,4554.0,5281.0,86.2,1011.0,1973.0,51.2,183.0,693.0,163.0,27.0,1001.0,12496.0,1283.0,341.0,23.0,78.0,410.0,109.0,65.0,32.0,0.0,560.0,44.0,230.0,447.0,17.19,320.0,36.0,27.0,25.0,60.0,2.31,37.0,3.0,6.0,6.0,3.0,503.0,300.0,274.0,179.0,50.0,271.0,66.0,205.0,249.0,591.0,11.0,16782.0,2015.0,6145.0,7572.0,3235.0,440.0,16776.0,8803.0,445.0,324.0,118.0,10876.0,417.0,257.0,0.0,323.0,301.0,44.0,5.0,2.0,2.0,1403.0,371.0,363.0,50.5
Utrecht,30.0,52.5,25.0,275.0,2250.0,48.0,30.0,7.0,7.0,31.0,3.0,1.92,1.2,3.12,1.64,2.84,43.2,37.8,1.73,1.51,25.0,25.0,2250.0,34.0,1.36,102.0,66.0,69.6,12.0,5.0,8.0,5.0,20.0,5.0,3.0,2.0,0.0,25.0,3.0,4.0,0.0,31.7,0.27,-2.3,-0.09,105.0,242.0,43.4,465.0,104.0,29.0,30.7,187.0,57.2,44.3,329.0,18.0,5.5,17.0,0.68,13.1,111.0,14.0,31.1,4.44,0.11,0.37,0.11,4.8,3.2,10530.0,13074.0,80.5,195922.0,70850.0,4134.0,4716.0,87.7,4818.0,5524.0,87.2,1247.0,2071.0,60.2,263.0,905.0,220.0,38.0,1190.0,11778.0,1249.0,265.0,24.0,98.0,418.0,147.0,51.0,73.0,0.0,591.0,47.0,200.0,627.0,25.08,455.0,57.0,36.0,33.0,79.0,3.16,52.0,11.0,5.0,5.0,1.0,409.0,241.0,191.0,174.0,44.0,215.0,74.0,141.0,245.0,447.0,7.0,15789.0,1378.0,4406.0,7580.0,3970.0,641.0,15782.0,9291.0,592.0,393.0,172.0,10441.0,420.0,280.0,0.0,262.0,241.0,47.0,4.0,5.0,0.0,1359.0,320.0,295.0,52.0
Vitesse,25.0,49.1,26.0,286.0,2340.0,45.0,32.0,4.0,5.0,47.0,2.0,1.73,1.23,2.96,1.58,2.81,41.5,37.6,1.6,1.45,26.0,26.0,2340.0,35.0,1.35,122.0,86.0,77.9,12.0,5.0,9.0,8.0,30.8,9.0,8.0,1.0,0.0,26.0,0.0,5.0,0.0,38.3,0.25,3.3,0.13,196.0,524.0,37.4,845.0,151.0,50.8,39.8,201.0,47.3,40.5,328.0,20.0,6.1,30.0,1.15,14.9,135.0,27.0,32.8,5.19,0.1,0.3,0.09,3.5,3.4,9591.0,12478.0,76.9,177282.0,68888.0,4218.0,4812.0,87.7,4019.0,4797.0,83.8,1135.0,2270.0,50.0,301.0,721.0,210.0,78.0,987.0,11134.0,1298.0,302.0,21.0,102.0,529.0,136.0,62.0,65.0,1.0,598.0,46.0,190.0,715.0,27.5,519.0,66.0,31.0,45.0,75.0,2.88,57.0,4.0,5.0,4.0,0.0,515.0,319.0,278.0,187.0,50.0,268.0,80.0,188.0,284.0,504.0,6.0,15579.0,1642.0,5124.0,7155.0,3470.0,542.0,15574.0,8083.0,482.0,344.0,102.0,9518.0,395.0,245.0,1.0,309.0,267.0,46.0,3.0,9.0,0.0,1488.0,407.0,403.0,50.2
VVV-Venlo,25.0,40.2,26.0,286.0,2340.0,24.0,16.0,4.0,5.0,42.0,2.0,0.92,0.62,1.54,0.77,1.38,32.6,28.6,1.25,1.1,26.0,26.0,2340.0,51.0,1.96,149.0,97.0,68.5,8.0,4.0,14.0,4.0,15.4,5.0,4.0,1.0,0.0,26.0,2.0,2.0,0.0,45.1,0.27,-5.9,-0.23,243.0,587.0,41.4,719.0,85.0,53.4,41.0,273.0,74.4,52.2,394.0,10.0,2.5,11.0,0.42,11.7,75.0,12.0,29.4,2.88,0.08,0.27,0.11,-8.6,-8.6,7233.0,10027.0,72.1,149952.0,65272.0,2640.0,3281.0,80.5,3262.0,4031.0,80.9,1216.0,2300.0,52.9,207.0,688.0,143.0,58.0,836.0,8707.0,1291.0,332.0,8.0,106.0,382.0,103.0,57.0,29.0,1.0,505.0,29.0,170.0,468.0,18.0,322.0,49.0,21.0,29.0,46.0,1.77,30.0,2.0,0.0,6.0,0.0,449.0,285.0,254.0,156.0,39.0,272.0,97.0,175.0,301.0,551.0,10.0,12963.0,1787.0,4786.0,5471.0,2852.0,451.0,12958.0,6175.0,407.0,247.0,122.0,7143.0,400.0,235.0,2.0,292.0,293.0,29.0,4.0,5.0,0.0,1265.0,461.0,452.0,50.5
Willem II,24.0,47.7,26.0,286.0,2340.0,36.0,24.0,3.0,5.0,38.0,0.0,1.38,0.92,2.31,1.27,2.19,38.4,34.3,1.48,1.32,26.0,26.0,2340.0,34.0,1.31,126.0,93.0,76.2,13.0,5.0,8.0,7.0,26.9,4.0,4.0,0.0,0.0,26.0,0.0,4.0,1.0,35.3,0.25,2.3,0.09,224.0,569.0,39.4,697.0,108.0,57.1,42.4,222.0,77.0,56.3,342.0,20.0,5.8,22.0,0.85,12.7,103.0,17.0,35.4,3.96,0.11,0.32,0.12,-2.4,-1.3,8822.0,12035.0,73.3,167205.0,66441.0,3583.0,4347.0,82.4,3714.0,4561.0,81.4,1178.0,2284.0,51.6,206.0,719.0,145.0,45.0,844.0,10602.0,1392.0,339.0,13.0,90.0,453.0,122.0,64.0,35.0,0.0,648.0,41.0,227.0,513.0,19.73,362.0,38.0,31.0,32.0,60.0,2.31,41.0,3.0,7.0,4.0,1.0,488.0,278.0,240.0,195.0,53.0,302.0,103.0,199.0,326.0,471.0,9.0,15171.0,1495.0,4589.0,7286.0,3454.0,458.0,15166.0,7679.0,468.0,325.0,125.0,8737.0,458.0,314.0,0.0,270.0,293.0,41.0,5.0,4.0,1.0,1452.0,517.0,546.0,48.6
Zwolle,30.0,50.1,26.0,286.0,2340.0,37.0,23.0,3.0,3.0,45.0,2.0,1.42,0.88,2.31,1.31,2.19,34.3,32.4,1.32,1.25,26.0,26.0,2340.0,55.0,2.12,169.0,114.0,70.4,7.0,5.0,14.0,3.0,11.5,6.0,5.0,1.0,0.0,26.0,1.0,5.0,1.0,53.0,0.28,-1.0,-0.04,156.0,412.0,37.9,816.0,159.0,37.0,34.6,232.0,47.4,42.6,417.0,14.0,3.4,16.0,0.62,12.6,121.0,18.0,37.1,4.65,0.1,0.28,0.1,2.7,1.6,10326.0,13016.0,79.3,202765.0,72602.0,3936.0,4465.0,88.2,4793.0,5478.0,87.5,1425.0,2513.0,56.7,231.0,691.0,170.0,44.0,931.0,11745.0,1220.0,301.0,12.0,133.0,444.0,116.0,47.0,46.0,2.0,490.0,51.0,211.0,559.0,21.5,396.0,55.0,29.0,34.0,60.0,2.31,42.0,5.0,5.0,2.0,2.0,459.0,270.0,244.0,170.0,45.0,275.0,101.0,174.0,303.0,557.0,9.0,16010.0,1987.0,6360.0,6947.0,2860.0,471.0,16007.0,8865.0,446.0,303.0,110.0,10244.0,395.0,264.0,0.0,307.0,277.0,51.0,1.0,6.0,1.0,1377.0,347.0,357.0,49.3
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 34.0 43.3 26.0 286.0 2340.0 22.0 14.0 3.0 5.0 53.0 4.0 0.85 0.54 1.38 0.73 1.27 29.7 25.7 1.14 0.99 26.0 26.0 2340.0 54.0 2.08 152.0 101.0 67.8 4.0 7.0 15.0 7.0 26.9 5.0 5.0 0.0 0.0 26.0 1.0 5.0 3.0 51.1 0.31 0.1 0.0 234.0 535.0 43.7 690.0 121.0 52.8 40.5 247.0 69.2 51.2 390.0 9.0 2.3 22.0 0.85 13.9 82.0 12.0 34.6 3.15 0.08 0.23 0.11 -7.7 -6.7 7272.0 10179.0 71.4 149193.0 62490.0 2728.0 3333.0 81.8 3060.0 3802.0 80.5 1277.0 2442.0 52.3 162.0 611.0 123.0 44.0 740.0 8836.0 1310.0 351.0 5.0 137.0 516.0 103.0 51.0 44.0 4.0 531.0 33.0 180.0 414.0 15.92 250.0 58.0 27.0 42.0 38.0 1.46 17.0 9.0 3.0 7.0 0.0 405.0 247.0 211.0 163.0 31.0 249.0 107.0 142.0 264.0 577.0 10.0 12949.0 1758.0 4377.0 6151.0 2543.0 365.0 12945.0 5524.0 292.0 227.0 67.0 7164.0 431.0 233.0 4.0 288.0 309.0 33.0 5.0 5.0 3.0 1244.0 465.0 478.0 49.3
3 Ajax 29.0 63.7 25.0 275.0 2250.0 67.0 54.0 3.0 3.0 32.0 0.0 2.68 2.16 4.84 2.56 4.72 74.2 72.0 2.97 2.88 25.0 25.0 2250.0 23.0 0.92 77.0 54.0 72.7 18.0 2.0 5.0 8.0 32.0 2.0 2.0 0.0 0.0 25.0 0.0 1.0 0.0 28.5 0.36 5.5 0.22 103.0 225.0 45.8 635.0 131.0 27.4 28.8 160.0 31.9 33.9 196.0 17.0 8.7 42.0 1.68 17.3 201.0 16.0 36.8 8.04 0.12 0.32 0.14 -7.2 -8.0 13602.0 16370.0 83.1 216046.0 78193.0 7045.0 7849.0 89.8 4755.0 5436.0 87.5 1107.0 1801.0 61.5 432.0 1171.0 471.0 73.0 1754.0 15142.0 1182.0 272.0 65.0 102.0 565.0 192.0 15.0 124.0 8.0 509.0 46.0 230.0 964.0 38.56 725.0 80.0 65.0 29.0 107.0 4.28 76.0 4.0 17.0 1.0 1.0 464.0 263.0 166.0 209.0 89.0 201.0 60.0 141.0 260.0 308.0 8.0 19356.0 1170.0 3778.0 9191.0 6567.0 1118.0 19353.0 12900.0 709.0 576.0 180.0 13480.0 432.0 332.0 0.0 245.0 242.0 46.0 1.0 2.0 0.0 1582.0 391.0 356.0 52.3
4 AZ Alkmaar 24.0 60.2 25.0 275.0 2250.0 54.0 36.0 9.0 10.0 32.0 2.0 2.16 1.44 3.6 1.8 3.24 55.0 47.3 2.2 1.89 25.0 25.0 2246.0 17.0 0.68 80.0 64.0 81.3 18.0 2.0 5.0 17.0 68.0 3.0 2.0 0.0 1.0 25.0 1.0 2.0 1.0 20.4 0.23 4.4 0.18 82.0 260.0 31.5 636.0 146.0 31.3 31.9 187.0 32.6 33.3 264.0 14.0 5.3 14.0 0.56 13.8 142.0 11.0 38.0 5.68 0.12 0.32 0.13 -1.0 -2.3 13645.0 16198.0 84.2 249387.0 82281.0 5666.0 6294.0 90.0 6403.0 7076.0 90.5 1372.0 2218.0 61.9 310.0 979.0 300.0 26.0 1494.0 14978.0 1177.0 298.0 28.0 111.0 359.0 160.0 92.0 10.0 0.0 490.0 43.0 244.0 702.0 28.08 542.0 49.0 26.0 24.0 95.0 3.8 66.0 7.0 4.0 10.0 0.0 379.0 222.0 151.0 183.0 45.0 207.0 59.0 148.0 235.0 365.0 6.0 18757.0 1618.0 5206.0 9237.0 4453.0 769.0 18747.0 11449.0 585.0 455.0 186.0 13533.0 417.0 267.0 1.0 268.0 251.0 43.0 10.0 3.0 1.0 1415.0 254.0 307.0 45.3
5 Emmen 29.0 51.8 26.0 286.0 2340.0 31.0 22.0 3.0 3.0 54.0 4.0 1.19 0.85 2.04 1.08 1.92 36.6 34.3 1.41 1.32 26.0 26.0 2340.0 45.0 1.73 130.0 87.0 67.7 9.0 5.0 12.0 7.0 26.9 3.0 3.0 0.0 0.0 26.0 0.0 4.0 2.0 41.9 0.31 -1.1 -0.04 161.0 438.0 36.8 726.0 143.0 36.2 34.4 239.0 73.2 52.1 357.0 8.0 2.2 20.0 0.77 12.8 98.0 20.0 30.4 3.77 0.09 0.29 0.11 -5.6 -6.3 10846.0 13723.0 79.0 205419.0 76697.0 4715.0 5351.0 88.1 4407.0 5133.0 85.9 1532.0 2604.0 58.8 256.0 828.0 202.0 47.0 991.0 12370.0 1312.0 334.0 33.0 164.0 393.0 108.0 46.0 51.0 1.0 560.0 41.0 233.0 587.0 22.58 436.0 38.0 35.0 29.0 57.0 2.19 36.0 4.0 6.0 4.0 0.0 462.0 279.0 233.0 186.0 43.0 263.0 98.0 165.0 301.0 500.0 9.0 16641.0 1769.0 5716.0 7924.0 3165.0 453.0 16638.0 8849.0 451.0 332.0 90.0 10783.0 387.0 235.0 2.0 321.0 307.0 41.0 3.0 3.0 2.0 1537.0 387.0 459.0 45.7
6 Feyenoord 30.0 54.3 25.0 275.0 2250.0 49.0 33.0 9.0 9.0 38.0 0.0 1.96 1.32 3.28 1.6 2.92 50.2 43.1 2.01 1.72 25.0 25.0 2250.0 35.0 1.4 107.0 72.0 70.1 14.0 8.0 3.0 6.0 24.0 5.0 3.0 2.0 0.0 25.0 0.0 3.0 2.0 32.1 0.26 -0.9 -0.03 116.0 349.0 33.2 566.0 117.0 39.2 35.6 203.0 62.6 48.4 296.0 13.0 4.4 18.0 0.72 14.3 140.0 19.0 38.7 5.6 0.11 0.29 0.12 -1.2 -3.1 11529.0 14191.0 81.2 207667.0 71284.0 5057.0 5712.0 88.5 4632.0 5309.0 87.2 1430.0 2288.0 62.5 288.0 839.0 240.0 42.0 1157.0 12941.0 1208.0 285.0 35.0 155.0 418.0 140.0 100.0 22.0 0.0 520.0 42.0 226.0 661.0 26.44 495.0 43.0 34.0 30.0 82.0 3.28 56.0 6.0 7.0 7.0 1.0 462.0 299.0 238.0 175.0 49.0 244.0 65.0 179.0 289.0 410.0 10.0 17043.0 1473.0 4788.0 8458.0 3968.0 659.0 17034.0 9796.0 535.0 384.0 159.0 11453.0 401.0 301.0 0.0 271.0 273.0 42.0 4.0 5.0 2.0 1546.0 381.0 333.0 53.4
7 Fortuna Sittard 27.0 45.1 26.0 286.0 2340.0 27.0 15.0 3.0 4.0 48.0 4.0 1.04 0.58 1.62 0.92 1.5 30.0 27.0 1.15 1.04 26.0 26.0 2340.0 52.0 2.0 148.0 97.0 70.9 6.0 8.0 12.0 6.0 23.1 9.0 9.0 0.0 0.0 26.0 1.0 6.0 1.0 50.3 0.29 -0.7 -0.03 201.0 564.0 35.6 617.0 83.0 57.5 42.8 256.0 81.6 56.4 484.0 31.0 6.4 23.0 0.88 12.8 102.0 19.0 35.3 3.92 0.08 0.24 0.1 -3.0 -3.0 8390.0 11406.0 73.6 150791.0 62288.0 3867.0 4509.0 85.8 3246.0 4048.0 80.2 995.0 2168.0 45.9 213.0 691.0 150.0 40.0 818.0 10021.0 1337.0 354.0 10.0 78.0 376.0 91.0 49.0 32.0 1.0 558.0 48.0 186.0 515.0 19.81 356.0 50.0 25.0 46.0 42.0 1.62 29.0 1.0 4.0 4.0 0.0 438.0 285.0 246.0 143.0 49.0 260.0 83.0 177.0 280.0 593.0 11.0 14362.0 1718.0 4789.0 6595.0 3118.0 363.0 14358.0 7558.0 386.0 343.0 60.0 8327.0 450.0 262.0 1.0 263.0 327.0 48.0 2.0 9.0 1.0 1386.0 424.0 483.0 46.7
8 Groningen 25.0 48.6 26.0 286.0 2340.0 27.0 17.0 4.0 6.0 44.0 4.0 1.04 0.65 1.69 0.88 1.54 34.0 29.2 1.31 1.12 26.0 26.0 2340.0 26.0 1.0 88.0 60.0 73.9 10.0 5.0 11.0 9.0 34.6 6.0 3.0 2.0 1.0 26.0 1.0 2.0 0.0 27.3 0.26 1.3 0.05 178.0 501.0 35.5 886.0 108.0 42.8 36.1 225.0 54.2 45.4 317.0 15.0 4.7 46.0 1.77 16.2 93.0 18.0 29.1 3.58 0.07 0.25 0.09 -7.0 -6.2 9241.0 12322.0 75.0 187192.0 68484.0 3289.0 3904.0 84.2 4461.0 5285.0 84.4 1332.0 2578.0 51.7 231.0 768.0 170.0 50.0 929.0 11014.0 1275.0 305.0 21.0 167.0 517.0 149.0 97.0 44.0 0.0 544.0 33.0 202.0 557.0 21.42 387.0 48.0 28.0 40.0 45.0 1.73 31.0 2.0 4.0 6.0 0.0 451.0 303.0 234.0 177.0 40.0 242.0 66.0 176.0 306.0 471.0 8.0 15221.0 1742.0 5300.0 6821.0 3308.0 440.0 15215.0 9136.0 499.0 364.0 85.0 9129.0 472.0 234.0 1.0 274.0 275.0 33.0 5.0 6.0 0.0 1492.0 478.0 450.0 51.5
9 Heerenveen 24.0 51.0 26.0 286.0 2340.0 40.0 30.0 3.0 6.0 27.0 0.0 1.54 1.15 2.69 1.42 2.58 40.8 36.0 1.57 1.39 26.0 26.0 2340.0 41.0 1.58 124.0 84.0 71.8 8.0 9.0 9.0 4.0 15.4 7.0 6.0 1.0 0.0 26.0 1.0 6.0 2.0 40.2 0.27 1.2 0.05 122.0 361.0 33.8 708.0 154.0 37.0 33.8 194.0 51.0 41.7 365.0 10.0 2.7 13.0 0.5 12.3 146.0 26.0 33.9 5.62 0.09 0.25 0.08 -0.8 1.0 10610.0 13506.0 78.6 190059.0 66915.0 4707.0 5417.0 86.9 4239.0 5032.0 84.2 1236.0 2228.0 55.5 325.0 838.0 190.0 40.0 1083.0 12238.0 1236.0 270.0 17.0 132.0 431.0 150.0 102.0 28.0 0.0 555.0 32.0 178.0 750.0 28.85 548.0 54.0 36.0 36.0 70.0 2.69 52.0 3.0 5.0 3.0 2.0 477.0 310.0 225.0 209.0 43.0 244.0 64.0 180.0 270.0 521.0 11.0 16747.0 1711.0 5140.0 7829.0 3942.0 617.0 16741.0 10090.0 682.0 494.0 196.0 10491.0 467.0 254.0 0.0 260.0 246.0 32.0 4.0 7.0 2.0 1612.0 407.0 450.0 47.5
10 Heracles Almelo 23.0 48.2 26.0 286.0 2340.0 39.0 28.0 1.0 2.0 45.0 1.0 1.5 1.08 2.58 1.46 2.54 39.3 37.7 1.51 1.45 26.0 26.0 2340.0 34.0 1.31 120.0 84.0 74.2 10.0 6.0 10.0 7.0 26.9 5.0 3.0 2.0 0.0 26.0 2.0 1.0 0.0 33.3 0.24 -0.7 -0.03 128.0 336.0 38.1 700.0 145.0 34.0 32.6 203.0 48.3 40.7 326.0 19.0 5.8 21.0 0.81 12.6 121.0 15.0 35.1 4.65 0.11 0.31 0.11 -0.3 0.3 9301.0 12255.0 75.9 174226.0 65303.0 3979.0 4618.0 86.2 3815.0 4612.0 82.7 1239.0 2291.0 54.1 238.0 717.0 174.0 42.0 951.0 10919.0 1290.0 320.0 13.0 146.0 422.0 144.0 67.0 34.0 6.0 564.0 46.0 204.0 589.0 22.65 407.0 54.0 33.0 34.0 67.0 2.58 50.0 6.0 2.0 3.0 1.0 548.0 333.0 285.0 217.0 46.0 307.0 95.0 212.0 290.0 429.0 2.0 15464.0 1685.0 5274.0 6950.0 3439.0 545.0 15462.0 8026.0 504.0 361.0 126.0 9217.0 466.0 327.0 0.0 327.0 297.0 46.0 2.0 5.0 0.0 1613.0 404.0 383.0 51.3
11 PSV Eindhoven 29.0 54.7 26.0 286.0 2340.0 52.0 40.0 6.0 6.0 37.0 4.0 2.0 1.54 3.54 1.77 3.31 48.7 44.0 1.87 1.69 26.0 26.0 2340.0 28.0 1.08 95.0 67.0 73.7 14.0 7.0 5.0 7.0 26.9 3.0 3.0 0.0 0.0 26.0 0.0 4.0 0.0 26.8 0.25 -1.2 -0.05 118.0 279.0 42.3 585.0 138.0 29.9 30.5 202.0 51.5 42.1 326.0 23.0 7.1 37.0 1.42 15.8 154.0 10.0 37.1 5.92 0.11 0.3 0.11 3.3 2.0 12070.0 14878.0 81.1 198288.0 71887.0 5831.0 6582.0 88.6 4763.0 5550.0 85.8 965.0 1730.0 55.8 337.0 922.0 243.0 34.0 1237.0 13553.0 1280.0 278.0 45.0 66.0 413.0 153.0 48.0 79.0 2.0 591.0 45.0 235.0 740.0 28.46 549.0 58.0 44.0 25.0 93.0 3.58 70.0 6.0 7.0 4.0 0.0 431.0 262.0 203.0 164.0 64.0 258.0 90.0 168.0 246.0 502.0 11.0 18011.0 1523.0 4609.0 8693.0 4913.0 768.0 18005.0 10528.0 642.0 499.0 220.0 11991.0 447.0 308.0 1.0 249.0 252.0 45.0 4.0 3.0 0.0 1501.0 457.0 413.0 52.5
12 RKC Waalwijk 28.0 49.8 26.0 286.0 2340.0 27.0 20.0 2.0 2.0 57.0 5.0 1.04 0.77 1.81 0.96 1.73 28.9 27.3 1.11 1.05 26.0 26.0 2340.0 60.0 2.31 147.0 88.0 61.9 4.0 3.0 19.0 4.0 15.4 5.0 4.0 0.0 1.0 26.0 2.0 5.0 1.0 49.0 0.31 -10.0 -0.39 279.0 645.0 43.3 962.0 159.0 48.8 38.6 241.0 73.0 52.8 318.0 20.0 6.3 41.0 1.58 15.8 95.0 15.0 30.0 3.65 0.08 0.26 0.09 -1.9 -2.3 10169.0 13138.0 77.4 197471.0 76891.0 4042.0 4740.0 85.3 4511.0 5263.0 85.7 1393.0 2544.0 54.8 222.0 790.0 189.0 58.0 1026.0 11789.0 1320.0 296.0 27.0 142.0 467.0 119.0 48.0 34.0 18.0 578.0 29.0 225.0 550.0 21.15 403.0 40.0 27.0 28.0 49.0 1.88 32.0 4.0 2.0 3.0 1.0 434.0 280.0 255.0 139.0 40.0 253.0 85.0 168.0 290.0 444.0 10.0 16002.0 1916.0 5564.0 7163.0 3444.0 481.0 16000.0 8871.0 520.0 350.0 121.0 10071.0 445.0 283.0 1.0 314.0 236.0 29.0 1.0 5.0 1.0 1434.0 391.0 428.0 47.7
13 Sparta R'dam 23.0 40.7 26.0 286.0 2340.0 40.0 31.0 2.0 4.0 46.0 3.0 1.54 1.19 2.73 1.46 2.65 37.5 34.3 1.44 1.32 26.0 26.0 2339.0 45.0 1.73 115.0 70.0 67.0 9.0 6.0 11.0 6.0 23.1 7.0 7.0 0.0 0.0 26.0 1.0 5.0 0.0 41.6 0.31 -3.4 -0.13 197.0 500.0 39.4 562.0 107.0 50.4 40.8 254.0 85.4 60.4 429.0 13.0 3.0 28.0 1.08 13.7 111.0 11.0 31.9 4.27 0.11 0.34 0.1 2.5 3.7 7260.0 10182.0 71.3 145380.0 65750.0 2847.0 3523.0 80.8 3119.0 3964.0 78.7 1146.0 2198.0 52.1 266.0 727.0 167.0 38.0 929.0 8882.0 1271.0 240.0 18.0 70.0 398.0 119.0 54.0 57.0 1.0 588.0 29.0 187.0 598.0 23.0 394.0 75.0 39.0 34.0 68.0 2.62 53.0 5.0 2.0 3.0 0.0 423.0 248.0 203.0 182.0 38.0 287.0 78.0 209.0 257.0 639.0 5.0 13356.0 1589.0 4422.0 5905.0 3178.0 507.0 13352.0 6462.0 391.0 274.0 107.0 7194.0 471.0 252.0 2.0 346.0 206.0 29.0 4.0 7.0 0.0 1384.0 571.0 475.0 54.6
14 Twente 25.0 50.2 26.0 286.0 2340.0 34.0 21.0 5.0 6.0 44.0 4.0 1.31 0.81 2.12 1.12 1.92 33.3 29.0 1.28 1.12 26.0 26.0 2336.0 46.0 1.77 154.0 109.0 70.1 7.0 6.0 13.0 5.0 19.2 2.0 0.0 1.0 1.0 26.0 0.0 7.0 2.0 45.4 0.29 1.4 0.05 144.0 412.0 35.0 824.0 154.0 40.4 35.6 201.0 39.3 36.2 383.0 20.0 5.2 32.0 1.23 15.9 88.0 12.0 34.9 3.38 0.12 0.33 0.12 0.7 0.0 10940.0 13823.0 79.1 188978.0 70660.0 5006.0 5739.0 87.2 4554.0 5281.0 86.2 1011.0 1973.0 51.2 183.0 693.0 163.0 27.0 1001.0 12496.0 1283.0 341.0 23.0 78.0 410.0 109.0 65.0 32.0 0.0 560.0 44.0 230.0 447.0 17.19 320.0 36.0 27.0 25.0 60.0 2.31 37.0 3.0 6.0 6.0 3.0 503.0 300.0 274.0 179.0 50.0 271.0 66.0 205.0 249.0 591.0 11.0 16782.0 2015.0 6145.0 7572.0 3235.0 440.0 16776.0 8803.0 445.0 324.0 118.0 10876.0 417.0 257.0 0.0 323.0 301.0 44.0 5.0 2.0 2.0 1403.0 371.0 363.0 50.5
15 Utrecht 30.0 52.5 25.0 275.0 2250.0 48.0 30.0 7.0 7.0 31.0 3.0 1.92 1.2 3.12 1.64 2.84 43.2 37.8 1.73 1.51 25.0 25.0 2250.0 34.0 1.36 102.0 66.0 69.6 12.0 5.0 8.0 5.0 20.0 5.0 3.0 2.0 0.0 25.0 3.0 4.0 0.0 31.7 0.27 -2.3 -0.09 105.0 242.0 43.4 465.0 104.0 29.0 30.7 187.0 57.2 44.3 329.0 18.0 5.5 17.0 0.68 13.1 111.0 14.0 31.1 4.44 0.11 0.37 0.11 4.8 3.2 10530.0 13074.0 80.5 195922.0 70850.0 4134.0 4716.0 87.7 4818.0 5524.0 87.2 1247.0 2071.0 60.2 263.0 905.0 220.0 38.0 1190.0 11778.0 1249.0 265.0 24.0 98.0 418.0 147.0 51.0 73.0 0.0 591.0 47.0 200.0 627.0 25.08 455.0 57.0 36.0 33.0 79.0 3.16 52.0 11.0 5.0 5.0 1.0 409.0 241.0 191.0 174.0 44.0 215.0 74.0 141.0 245.0 447.0 7.0 15789.0 1378.0 4406.0 7580.0 3970.0 641.0 15782.0 9291.0 592.0 393.0 172.0 10441.0 420.0 280.0 0.0 262.0 241.0 47.0 4.0 5.0 0.0 1359.0 320.0 295.0 52.0
16 Vitesse 25.0 49.1 26.0 286.0 2340.0 45.0 32.0 4.0 5.0 47.0 2.0 1.73 1.23 2.96 1.58 2.81 41.5 37.6 1.6 1.45 26.0 26.0 2340.0 35.0 1.35 122.0 86.0 77.9 12.0 5.0 9.0 8.0 30.8 9.0 8.0 1.0 0.0 26.0 0.0 5.0 0.0 38.3 0.25 3.3 0.13 196.0 524.0 37.4 845.0 151.0 50.8 39.8 201.0 47.3 40.5 328.0 20.0 6.1 30.0 1.15 14.9 135.0 27.0 32.8 5.19 0.1 0.3 0.09 3.5 3.4 9591.0 12478.0 76.9 177282.0 68888.0 4218.0 4812.0 87.7 4019.0 4797.0 83.8 1135.0 2270.0 50.0 301.0 721.0 210.0 78.0 987.0 11134.0 1298.0 302.0 21.0 102.0 529.0 136.0 62.0 65.0 1.0 598.0 46.0 190.0 715.0 27.5 519.0 66.0 31.0 45.0 75.0 2.88 57.0 4.0 5.0 4.0 0.0 515.0 319.0 278.0 187.0 50.0 268.0 80.0 188.0 284.0 504.0 6.0 15579.0 1642.0 5124.0 7155.0 3470.0 542.0 15574.0 8083.0 482.0 344.0 102.0 9518.0 395.0 245.0 1.0 309.0 267.0 46.0 3.0 9.0 0.0 1488.0 407.0 403.0 50.2
17 VVV-Venlo 25.0 40.2 26.0 286.0 2340.0 24.0 16.0 4.0 5.0 42.0 2.0 0.92 0.62 1.54 0.77 1.38 32.6 28.6 1.25 1.1 26.0 26.0 2340.0 51.0 1.96 149.0 97.0 68.5 8.0 4.0 14.0 4.0 15.4 5.0 4.0 1.0 0.0 26.0 2.0 2.0 0.0 45.1 0.27 -5.9 -0.23 243.0 587.0 41.4 719.0 85.0 53.4 41.0 273.0 74.4 52.2 394.0 10.0 2.5 11.0 0.42 11.7 75.0 12.0 29.4 2.88 0.08 0.27 0.11 -8.6 -8.6 7233.0 10027.0 72.1 149952.0 65272.0 2640.0 3281.0 80.5 3262.0 4031.0 80.9 1216.0 2300.0 52.9 207.0 688.0 143.0 58.0 836.0 8707.0 1291.0 332.0 8.0 106.0 382.0 103.0 57.0 29.0 1.0 505.0 29.0 170.0 468.0 18.0 322.0 49.0 21.0 29.0 46.0 1.77 30.0 2.0 0.0 6.0 0.0 449.0 285.0 254.0 156.0 39.0 272.0 97.0 175.0 301.0 551.0 10.0 12963.0 1787.0 4786.0 5471.0 2852.0 451.0 12958.0 6175.0 407.0 247.0 122.0 7143.0 400.0 235.0 2.0 292.0 293.0 29.0 4.0 5.0 0.0 1265.0 461.0 452.0 50.5
18 Willem II 24.0 47.7 26.0 286.0 2340.0 36.0 24.0 3.0 5.0 38.0 0.0 1.38 0.92 2.31 1.27 2.19 38.4 34.3 1.48 1.32 26.0 26.0 2340.0 34.0 1.31 126.0 93.0 76.2 13.0 5.0 8.0 7.0 26.9 4.0 4.0 0.0 0.0 26.0 0.0 4.0 1.0 35.3 0.25 2.3 0.09 224.0 569.0 39.4 697.0 108.0 57.1 42.4 222.0 77.0 56.3 342.0 20.0 5.8 22.0 0.85 12.7 103.0 17.0 35.4 3.96 0.11 0.32 0.12 -2.4 -1.3 8822.0 12035.0 73.3 167205.0 66441.0 3583.0 4347.0 82.4 3714.0 4561.0 81.4 1178.0 2284.0 51.6 206.0 719.0 145.0 45.0 844.0 10602.0 1392.0 339.0 13.0 90.0 453.0 122.0 64.0 35.0 0.0 648.0 41.0 227.0 513.0 19.73 362.0 38.0 31.0 32.0 60.0 2.31 41.0 3.0 7.0 4.0 1.0 488.0 278.0 240.0 195.0 53.0 302.0 103.0 199.0 326.0 471.0 9.0 15171.0 1495.0 4589.0 7286.0 3454.0 458.0 15166.0 7679.0 468.0 325.0 125.0 8737.0 458.0 314.0 0.0 270.0 293.0 41.0 5.0 4.0 1.0 1452.0 517.0 546.0 48.6
19 Zwolle 30.0 50.1 26.0 286.0 2340.0 37.0 23.0 3.0 3.0 45.0 2.0 1.42 0.88 2.31 1.31 2.19 34.3 32.4 1.32 1.25 26.0 26.0 2340.0 55.0 2.12 169.0 114.0 70.4 7.0 5.0 14.0 3.0 11.5 6.0 5.0 1.0 0.0 26.0 1.0 5.0 1.0 53.0 0.28 -1.0 -0.04 156.0 412.0 37.9 816.0 159.0 37.0 34.6 232.0 47.4 42.6 417.0 14.0 3.4 16.0 0.62 12.6 121.0 18.0 37.1 4.65 0.1 0.28 0.1 2.7 1.6 10326.0 13016.0 79.3 202765.0 72602.0 3936.0 4465.0 88.2 4793.0 5478.0 87.5 1425.0 2513.0 56.7 231.0 691.0 170.0 44.0 931.0 11745.0 1220.0 301.0 12.0 133.0 444.0 116.0 47.0 46.0 2.0 490.0 51.0 211.0 559.0 21.5 396.0 55.0 29.0 34.0 60.0 2.31 42.0 5.0 5.0 2.0 2.0 459.0 270.0 244.0 170.0 45.0 275.0 101.0 174.0 303.0 557.0 9.0 16010.0 1987.0 6360.0 6947.0 2860.0 471.0 16007.0 8865.0 446.0 303.0 110.0 10244.0 395.0 264.0 0.0 307.0 277.0 51.0 1.0 6.0 1.0 1377.0 347.0 357.0 49.3