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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/Bundesliga_2021-2022_team.csv
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team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,carries,progressive_carries,carries_into_final_third,carries_into_penalty_area,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
Arminia,26.0,40.7,34.0,374.0,3060.0,26.0,18.0,2.0,2.0,55.0,2.0,0.76,0.53,1.29,0.71,1.24,26.3,24.7,0.77,0.73,34.0,34.0,3060.0,53.0,1.56,180.0,129.0,74.4,5.0,13.0,16.0,7.0,20.6,7.0,7.0,0.0,0.0,34.0,1.0,6.0,2.0,56.9,0.28,5.9,0.17,419.0,918.0,45.6,1469.0,94.0,49.4,34.2,327.0,58.7,47.0,559.0,12.0,2.1,48.0,1.41,18.6,109.0,10.0,30.2,3.21,0.07,0.22,0.07,-0.3,-0.7,9382.0,13511.0,69.4,182069.0,82699.0,3765.0,4741.0,79.4,4031.0,5156.0,78.2,1305.0,2712.0,48.1,247.0,763.0,195.0,55.0,887.0,11765.0,1692.0,385.0,25.0,69.0,487.0,147.0,67.0,48.0,1.0,743.0,54.0,325.0,586.0,17.24,410.0,52.0,39.0,34.0,42.0,1.24,32.0,2.0,4.0,3.0,0.0,549.0,311.0,270.0,235.0,44.0,395.0,110.0,285.0,421.0,770.0,7.0,17629.0,2294.0,6755.0,7291.0,3796.0,556.0,17627.0,8495.0,405.0,290.0,102.0,9290.0,618.0,307.0,1.0,433.0,307.0,54.0,2.0,7.0,2.0,1907.0,658.0,734.0,47.3
Augsburg,26.0,41.5,34.0,374.0,3060.0,39.0,26.0,5.0,5.0,74.0,0.0,1.15,0.76,1.91,1.0,1.76,36.7,32.8,1.08,0.96,34.0,34.0,3060.0,56.0,1.65,156.0,102.0,67.3,10.0,8.0,16.0,9.0,26.5,5.0,5.0,0.0,0.0,34.0,1.0,2.0,2.0,52.3,0.31,-1.7,-0.05,233.0,579.0,40.2,951.0,145.0,41.9,36.5,287.0,63.1,47.7,532.0,24.0,4.5,51.0,1.5,16.7,117.0,11.0,32.3,3.44,0.09,0.29,0.09,2.3,1.2,9181.0,13035.0,70.4,181255.0,75935.0,3586.0,4449.0,80.6,3892.0,4935.0,78.9,1455.0,2827.0,51.5,264.0,657.0,218.0,85.0,895.0,11240.0,1722.0,415.0,28.0,159.0,592.0,145.0,56.0,82.0,1.0,784.0,73.0,293.0,608.0,17.88,433.0,70.0,35.0,29.0,59.0,1.74,37.0,8.0,8.0,4.0,0.0,561.0,335.0,254.0,236.0,71.0,397.0,116.0,281.0,363.0,769.0,12.0,17060.0,2244.0,6480.0,7037.0,3743.0,606.0,17055.0,8178.0,441.0,323.0,94.0,9088.0,597.0,298.0,0.0,448.0,357.0,73.0,4.0,5.0,2.0,1927.0,557.0,604.0,48.0
Bayern Munich,30.0,64.5,34.0,374.0,3060.0,92.0,70.0,5.0,5.0,36.0,2.0,2.71,2.06,4.76,2.56,4.62,89.0,85.1,2.62,2.5,34.0,34.0,3060.0,37.0,1.09,112.0,76.0,68.8,24.0,5.0,5.0,11.0,32.4,2.0,2.0,0.0,0.0,34.0,1.0,2.0,1.0,32.6,0.27,-3.4,-0.1,121.0,256.0,47.3,1286.0,194.0,18.3,27.2,204.0,10.3,24.3,316.0,12.0,3.8,105.0,3.09,25.3,255.0,12.0,38.2,7.5,0.13,0.34,0.13,3.0,1.9,20087.0,23780.0,84.5,342875.0,124219.0,9343.0,10393.0,89.9,8473.0,9518.0,89.0,1747.0,2675.0,65.3,516.0,1677.0,500.0,71.0,2164.0,22043.0,1661.0,434.0,108.0,149.0,656.0,215.0,102.0,78.0,5.0,736.0,76.0,316.0,1170.0,34.41,874.0,93.0,84.0,36.0,161.0,4.74,122.0,13.0,10.0,5.0,2.0,563.0,338.0,231.0,237.0,95.0,338.0,68.0,270.0,349.0,404.0,18.0,27678.0,2045.0,7345.0,13202.0,7367.0,1266.0,27673.0,16502.0,833.0,622.0,241.0,19963.0,598.0,338.0,0.0,305.0,354.0,76.0,1.0,2.0,1.0,2220.0,422.0,394.0,51.7
Bochum,28.0,44.7,34.0,374.0,3060.0,37.0,22.0,4.0,6.0,55.0,2.0,1.09,0.65,1.74,0.97,1.62,40.6,35.9,1.19,1.06,34.0,34.0,3060.0,52.0,1.53,176.0,126.0,73.3,12.0,6.0,16.0,7.0,20.6,8.0,5.0,2.0,1.0,34.0,1.0,4.0,4.0,49.9,0.27,1.9,0.06,484.0,1069.0,45.3,1457.0,109.0,60.5,35.9,273.0,68.5,48.5,463.0,28.0,6.0,72.0,2.12,18.9,136.0,17.0,33.3,4.0,0.08,0.24,0.09,-3.6,-2.9,9624.0,13679.0,70.4,200296.0,84521.0,3445.0,4288.0,80.3,4176.0,5235.0,79.8,1764.0,3334.0,52.9,276.0,761.0,179.0,66.0,926.0,11928.0,1678.0,421.0,26.0,124.0,600.0,122.0,53.0,48.0,0.0,779.0,73.0,261.0,662.0,19.47,451.0,75.0,39.0,56.0,60.0,1.76,38.0,5.0,5.0,6.0,2.0,566.0,353.0,298.0,199.0,69.0,420.0,119.0,301.0,429.0,616.0,13.0,17579.0,2362.0,6682.0,7348.0,3759.0,571.0,17573.0,8977.0,467.0,333.0,112.0,9487.0,588.0,282.0,0.0,424.0,391.0,75.0,4.0,8.0,4.0,2088.0,609.0,599.0,50.4
Dortmund,33.0,59.2,34.0,374.0,3060.0,81.0,57.0,11.0,11.0,63.0,1.0,2.38,1.68,4.06,2.06,3.74,64.0,55.9,1.88,1.64,34.0,34.0,3060.0,52.0,1.53,136.0,86.0,66.2,22.0,3.0,9.0,7.0,20.6,6.0,6.0,0.0,0.0,34.0,2.0,6.0,2.0,46.9,0.31,-3.1,-0.09,93.0,279.0,33.3,1003.0,176.0,20.3,27.5,218.0,34.4,34.4,402.0,20.0,5.0,63.0,1.85,17.1,165.0,20.0,37.3,4.85,0.16,0.42,0.13,17.0,14.1,17410.0,21052.0,82.7,292378.0,101967.0,8010.0,8996.0,89.0,7168.0,8170.0,87.7,1495.0,2454.0,60.9,331.0,1091.0,301.0,48.0,1468.0,19358.0,1621.0,447.0,67.0,121.0,491.0,182.0,74.0,76.0,1.0,681.0,73.0,314.0,796.0,23.41,570.0,71.0,51.0,43.0,141.0,4.15,96.0,7.0,12.0,10.0,4.0,541.0,322.0,232.0,236.0,73.0,351.0,82.0,269.0,347.0,519.0,11.0,24819.0,2177.0,7538.0,12136.0,5317.0,835.0,24808.0,14990.0,670.0,481.0,180.0,17301.0,579.0,310.0,1.0,362.0,398.0,73.0,6.0,6.0,2.0,2052.0,419.0,363.0,53.6
Eint Frankfurt,27.0,49.6,34.0,374.0,3060.0,43.0,33.0,1.0,2.0,61.0,1.0,1.26,0.97,2.24,1.24,2.21,41.6,40.1,1.22,1.18,34.0,34.0,3060.0,49.0,1.44,165.0,117.0,72.7,10.0,12.0,12.0,5.0,14.7,4.0,4.0,0.0,0.0,34.0,0.0,3.0,1.0,52.4,0.3,4.4,0.13,162.0,557.0,29.1,1056.0,157.0,40.7,34.3,265.0,47.9,42.3,460.0,23.0,5.0,46.0,1.35,16.2,136.0,14.0,30.5,4.0,0.09,0.31,0.09,1.4,1.9,12628.0,17023.0,74.2,229563.0,88663.0,5346.0,6380.0,83.8,5660.0,6861.0,82.5,1313.0,2783.0,47.2,331.0,908.0,223.0,78.0,1255.0,15216.0,1754.0,387.0,44.0,106.0,697.0,193.0,78.0,91.0,2.0,825.0,53.0,357.0,762.0,22.41,528.0,88.0,61.0,38.0,75.0,2.21,51.0,8.0,8.0,4.0,0.0,595.0,330.0,260.0,252.0,83.0,435.0,95.0,340.0,377.0,592.0,12.0,21105.0,2288.0,7030.0,9752.0,4528.0,675.0,21103.0,11595.0,609.0,408.0,153.0,12527.0,631.0,294.0,1.0,422.0,299.0,53.0,1.0,4.0,1.0,2251.0,552.0,644.0,46.2
Freiburg,26.0,49.0,34.0,374.0,3060.0,55.0,37.0,5.0,6.0,34.0,0.0,1.62,1.09,2.71,1.47,2.56,50.4,45.7,1.48,1.35,34.0,34.0,3060.0,46.0,1.35,153.0,108.0,71.2,15.0,10.0,9.0,10.0,29.4,2.0,2.0,0.0,0.0,34.0,1.0,5.0,1.0,42.7,0.27,-2.3,-0.07,267.0,684.0,39.0,1154.0,126.0,41.7,37.5,264.0,76.9,59.4,496.0,18.0,3.6,36.0,1.06,14.9,153.0,20.0,33.5,4.5,0.11,0.33,0.1,4.6,4.3,11641.0,15652.0,74.4,219063.0,88322.0,4842.0,5855.0,82.7,4953.0,5947.0,83.3,1504.0,2875.0,52.3,333.0,919.0,293.0,73.0,1229.0,13970.0,1624.0,421.0,33.0,120.0,633.0,181.0,116.0,44.0,1.0,672.0,58.0,328.0,775.0,22.79,526.0,99.0,65.0,57.0,90.0,2.65,57.0,12.0,8.0,10.0,1.0,518.0,299.0,246.0,207.0,65.0,352.0,130.0,222.0,355.0,751.0,13.0,19480.0,2322.0,6642.0,8357.0,4649.0,750.0,19474.0,9662.0,401.0,331.0,102.0,11501.0,538.0,219.0,0.0,392.0,375.0,58.0,4.0,2.0,1.0,1920.0,675.0,638.0,51.4
Greuther Fürth,29.0,43.6,34.0,374.0,3060.0,26.0,15.0,5.0,5.0,61.0,0.0,0.76,0.44,1.21,0.62,1.06,30.0,26.2,0.88,0.77,34.0,34.0,3060.0,82.0,2.41,188.0,111.0,59.6,3.0,9.0,22.0,6.0,17.6,6.0,6.0,0.0,0.0,34.0,1.0,12.0,5.0,66.9,0.33,-10.1,-0.3,248.0,719.0,34.5,1137.0,144.0,45.8,38.0,272.0,72.8,51.4,546.0,28.0,5.1,53.0,1.56,16.6,96.0,13.0,31.1,2.82,0.07,0.22,0.09,-4.0,-5.2,10180.0,13971.0,72.9,187432.0,77521.0,4297.0,5107.0,84.1,4428.0,5407.0,81.9,1187.0,2565.0,46.3,208.0,737.0,150.0,43.0,976.0,12140.0,1762.0,482.0,24.0,54.0,478.0,138.0,92.0,37.0,4.0,738.0,69.0,325.0,525.0,15.44,357.0,48.0,30.0,35.0,43.0,1.26,27.0,3.0,4.0,5.0,0.0,568.0,336.0,258.0,252.0,58.0,416.0,124.0,292.0,374.0,712.0,8.0,17946.0,2396.0,6666.0,7952.0,3509.0,505.0,17941.0,9290.0,413.0,281.0,107.0,10087.0,621.0,308.0,0.0,437.0,434.0,69.0,3.0,6.0,5.0,1878.0,468.0,602.0,43.7
Hertha BSC,36.0,43.7,34.0,374.0,3060.0,35.0,23.0,3.0,3.0,62.0,2.0,1.03,0.68,1.71,0.94,1.62,33.3,30.9,0.98,0.91,34.0,34.0,3060.0,71.0,2.09,172.0,101.0,63.4,9.0,6.0,19.0,6.0,17.6,8.0,8.0,0.0,0.0,34.0,1.0,10.0,0.0,56.0,0.29,-15.0,-0.44,189.0,521.0,36.3,883.0,172.0,38.6,35.0,277.0,65.0,49.3,548.0,30.0,5.5,42.0,1.24,14.0,119.0,15.0,32.6,3.5,0.09,0.27,0.09,1.7,1.1,10314.0,14077.0,73.3,185733.0,76968.0,4615.0,5523.0,83.6,4151.0,5105.0,81.3,1226.0,2478.0,49.5,271.0,650.0,181.0,56.0,975.0,12218.0,1786.0,516.0,30.0,94.0,505.0,141.0,64.0,66.0,0.0,746.0,73.0,321.0,639.0,18.79,432.0,77.0,41.0,42.0,58.0,1.71,35.0,8.0,4.0,8.0,2.0,546.0,321.0,294.0,197.0,55.0,377.0,105.0,272.0,406.0,816.0,15.0,18046.0,2255.0,6954.0,7844.0,3430.0,547.0,18043.0,8883.0,462.0,296.0,92.0,10214.0,537.0,316.0,0.0,421.0,430.0,73.0,3.0,8.0,0.0,1830.0,556.0,575.0,49.2
Hoffenheim,32.0,53.2,34.0,374.0,3060.0,55.0,42.0,0.0,0.0,75.0,0.0,1.62,1.24,2.85,1.62,2.85,58.3,58.3,1.71,1.71,34.0,34.0,3060.0,60.0,1.76,162.0,102.0,64.2,13.0,7.0,14.0,8.0,23.5,4.0,2.0,1.0,1.0,34.0,0.0,9.0,1.0,53.2,0.32,-5.8,-0.17,143.0,406.0,35.2,1334.0,190.0,26.3,29.0,223.0,24.7,28.9,430.0,28.0,6.5,65.0,1.91,16.6,150.0,13.0,33.2,4.41,0.12,0.37,0.13,-3.3,-3.3,14323.0,18141.0,79.0,256560.0,98199.0,6165.0,7101.0,86.8,6198.0,7189.0,86.2,1564.0,2758.0,56.7,336.0,1046.0,343.0,112.0,1474.0,16308.0,1763.0,445.0,36.0,91.0,703.0,190.0,90.0,52.0,0.0,798.0,70.0,350.0,785.0,23.09,583.0,71.0,52.0,27.0,100.0,2.94,81.0,3.0,8.0,1.0,2.0,483.0,291.0,191.0,216.0,76.0,390.0,88.0,302.0,285.0,520.0,17.0,21823.0,2385.0,7462.0,9467.0,5067.0,866.0,21823.0,12635.0,588.0,350.0,151.0,14184.0,551.0,241.0,0.0,429.0,348.0,70.0,0.0,4.0,1.0,1905.0,485.0,574.0,45.8
Köln,26.0,54.8,34.0,374.0,3060.0,52.0,40.0,1.0,1.0,67.0,1.0,1.53,1.18,2.71,1.5,2.68,50.1,49.3,1.47,1.45,34.0,34.0,3060.0,49.0,1.44,154.0,106.0,68.2,14.0,10.0,10.0,4.0,11.8,1.0,0.0,1.0,0.0,34.0,2.0,6.0,2.0,51.1,0.33,4.1,0.12,174.0,417.0,41.7,1292.0,135.0,26.5,30.3,225.0,33.3,34.5,432.0,13.0,3.0,34.0,1.0,15.1,149.0,9.0,31.9,4.38,0.11,0.34,0.11,1.9,1.7,12636.0,16910.0,74.7,245192.0,96608.0,4661.0,5646.0,82.6,5989.0,7240.0,82.7,1722.0,3053.0,56.4,355.0,921.0,319.0,125.0,1406.0,14957.0,1886.0,536.0,26.0,124.0,829.0,181.0,99.0,57.0,0.0,833.0,67.0,374.0,796.0,23.41,590.0,88.0,43.0,37.0,91.0,2.68,67.0,8.0,8.0,2.0,1.0,598.0,361.0,264.0,246.0,88.0,442.0,99.0,343.0,426.0,628.0,10.0,20891.0,2450.0,7559.0,8852.0,4687.0,781.0,20890.0,11262.0,550.0,391.0,105.0,12515.0,584.0,258.0,1.0,419.0,459.0,67.0,1.0,1.0,2.0,2137.0,597.0,590.0,50.3
Leverkusen,29.0,53.7,34.0,374.0,3060.0,76.0,58.0,2.0,6.0,66.0,2.0,2.24,1.71,3.94,2.18,3.88,62.6,57.8,1.84,1.7,34.0,34.0,3060.0,47.0,1.38,162.0,115.0,72.2,19.0,7.0,8.0,8.0,23.5,4.0,2.0,1.0,1.0,34.0,2.0,6.0,1.0,44.1,0.26,-1.9,-0.06,139.0,408.0,34.1,1130.0,185.0,27.3,30.4,225.0,44.0,38.1,418.0,17.0,4.1,45.0,1.32,17.3,184.0,11.0,40.6,5.41,0.16,0.4,0.13,13.4,16.2,14735.0,18338.0,80.4,258289.0,94652.0,6448.0,7325.0,88.0,6309.0,7258.0,86.9,1474.0,2579.0,57.2,351.0,991.0,296.0,60.0,1341.0,16593.0,1681.0,380.0,80.0,89.0,537.0,194.0,96.0,71.0,1.0,726.0,64.0,328.0,804.0,23.65,596.0,63.0,52.0,30.0,134.0,3.94,100.0,5.0,10.0,5.0,0.0,484.0,281.0,235.0,199.0,50.0,350.0,101.0,249.0,360.0,620.0,12.0,22247.0,2353.0,7516.0,10602.0,4364.0,806.0,22241.0,13043.0,709.0,494.0,177.0,14605.0,608.0,296.0,1.0,364.0,329.0,64.0,5.0,4.0,1.0,2009.0,442.0,415.0,51.6
M'Gladbach,26.0,54.0,34.0,374.0,3060.0,54.0,38.0,5.0,7.0,67.0,1.0,1.59,1.12,2.71,1.44,2.56,56.2,50.6,1.65,1.49,34.0,34.0,3060.0,61.0,1.79,185.0,122.0,68.6,12.0,9.0,13.0,5.0,14.7,5.0,3.0,2.0,0.0,34.0,1.0,5.0,0.0,57.3,0.29,-3.7,-0.11,153.0,452.0,33.8,1254.0,166.0,28.8,31.2,227.0,40.1,37.6,446.0,19.0,4.3,53.0,1.56,16.0,174.0,13.0,35.6,5.12,0.1,0.28,0.11,-2.2,-1.6,14537.0,17978.0,80.9,251602.0,93864.0,6542.0,7467.0,87.6,6272.0,7138.0,87.9,1318.0,2354.0,56.0,357.0,920.0,250.0,46.0,1291.0,16210.0,1697.0,535.0,74.0,89.0,440.0,152.0,60.0,66.0,3.0,681.0,71.0,315.0,870.0,25.59,642.0,80.0,46.0,52.0,89.0,2.62,66.0,3.0,10.0,5.0,1.0,572.0,345.0,260.0,252.0,60.0,402.0,91.0,311.0,326.0,553.0,13.0,21886.0,2151.0,7493.0,10390.0,4173.0,745.0,21879.0,12219.0,527.0,348.0,163.0,14453.0,573.0,309.0,0.0,359.0,472.0,73.0,6.0,5.0,0.0,1850.0,464.0,419.0,52.5
Mainz 05,28.0,46.5,34.0,374.0,3060.0,49.0,36.0,4.0,4.0,62.0,4.0,1.44,1.06,2.5,1.32,2.38,50.4,47.2,1.48,1.39,34.0,34.0,3060.0,45.0,1.32,125.0,80.0,68.0,13.0,7.0,14.0,10.0,29.4,6.0,5.0,1.0,0.0,34.0,0.0,4.0,1.0,41.2,0.29,-2.8,-0.08,122.0,403.0,30.3,825.0,175.0,35.5,33.8,256.0,43.0,38.8,450.0,31.0,6.9,70.0,2.06,17.7,151.0,22.0,32.5,4.44,0.1,0.3,0.1,-1.4,-2.2,10773.0,15000.0,71.8,190321.0,80921.0,4904.0,5893.0,83.2,4358.0,5557.0,78.4,1175.0,2534.0,46.4,317.0,878.0,255.0,72.0,1178.0,13190.0,1747.0,415.0,23.0,60.0,598.0,178.0,101.0,64.0,0.0,818.0,63.0,306.0,760.0,22.35,526.0,82.0,59.0,48.0,81.0,2.38,63.0,4.0,6.0,4.0,1.0,579.0,305.0,291.0,220.0,68.0,404.0,94.0,310.0,439.0,584.0,9.0,19090.0,1958.0,6503.0,8458.0,4323.0,753.0,19086.0,9359.0,445.0,312.0,114.0,10664.0,670.0,295.0,2.0,495.0,386.0,63.0,3.0,6.0,1.0,2097.0,606.0,580.0,51.1
RB Leipzig,29.0,56.1,34.0,374.0,3060.0,72.0,53.0,8.0,9.0,49.0,0.0,2.12,1.56,3.68,1.88,3.44,64.5,58.4,1.9,1.72,34.0,34.0,3060.0,37.0,1.09,115.0,79.0,70.4,17.0,7.0,10.0,10.0,29.4,3.0,3.0,0.0,0.0,34.0,0.0,6.0,1.0,33.4,0.28,-2.6,-0.08,120.0,317.0,37.9,995.0,163.0,25.0,29.5,205.0,33.2,32.9,353.0,14.0,4.0,65.0,1.91,20.8,169.0,18.0,39.4,4.97,0.15,0.38,0.14,7.5,5.6,16163.0,19771.0,81.8,265026.0,97087.0,7780.0,8702.0,89.4,6442.0,7384.0,87.2,1269.0,2311.0,54.9,329.0,1144.0,376.0,75.0,1467.0,18099.0,1606.0,504.0,70.0,63.0,523.0,162.0,72.0,54.0,0.0,644.0,66.0,315.0,762.0,22.41,551.0,75.0,45.0,42.0,129.0,3.79,88.0,10.0,7.0,13.0,1.0,499.0,289.0,218.0,222.0,59.0,399.0,81.0,318.0,349.0,523.0,12.0,23539.0,2043.0,6990.0,11522.0,5238.0,926.0,23530.0,13246.0,542.0,412.0,161.0,16072.0,647.0,356.0,0.0,360.0,426.0,66.0,5.0,3.0,1.0,1994.0,504.0,420.0,54.5
Stuttgart,34.0,50.7,34.0,374.0,3060.0,40.0,31.0,1.0,3.0,64.0,2.0,1.18,0.91,2.09,1.15,2.06,43.7,41.4,1.29,1.22,34.0,34.0,3060.0,59.0,1.74,163.0,105.0,66.3,7.0,12.0,15.0,4.0,11.8,4.0,4.0,0.0,0.0,34.0,1.0,8.0,1.0,53.0,0.31,-5.0,-0.15,102.0,257.0,39.7,865.0,174.0,21.2,27.3,277.0,26.7,29.2,514.0,19.0,3.7,41.0,1.21,15.5,153.0,10.0,34.1,4.5,0.09,0.25,0.09,-3.7,-2.4,13753.0,17353.0,79.3,244827.0,91553.0,6094.0,7015.0,86.9,5735.0,6674.0,85.9,1484.0,2611.0,56.8,337.0,976.0,239.0,60.0,1269.0,15564.0,1736.0,452.0,42.0,192.0,549.0,148.0,29.0,98.0,1.0,762.0,53.0,305.0,794.0,23.35,552.0,77.0,57.0,42.0,70.0,2.06,43.0,8.0,10.0,4.0,0.0,532.0,307.0,231.0,236.0,65.0,386.0,124.0,262.0,345.0,708.0,8.0,21548.0,2343.0,7263.0,10064.0,4479.0,666.0,21545.0,12162.0,571.0,420.0,137.0,13666.0,707.0,302.0,1.0,369.0,418.0,53.0,1.0,4.0,1.0,2021.0,586.0,451.0,56.5
Union Berlin,28.0,43.7,34.0,374.0,3060.0,50.0,33.0,5.0,5.0,62.0,1.0,1.47,0.97,2.44,1.32,2.29,47.0,43.3,1.38,1.27,34.0,34.0,3060.0,44.0,1.29,122.0,82.0,65.6,16.0,9.0,9.0,8.0,23.5,2.0,2.0,0.0,0.0,34.0,0.0,5.0,4.0,33.9,0.28,-6.1,-0.18,206.0,594.0,34.7,997.0,150.0,43.9,36.1,260.0,60.0,44.3,482.0,40.0,8.3,27.0,0.79,12.4,149.0,7.0,36.5,4.38,0.11,0.3,0.11,3.0,1.7,10673.0,14818.0,72.0,204003.0,82846.0,4154.0,5080.0,81.8,4744.0,5871.0,80.8,1458.0,2914.0,50.0,299.0,815.0,248.0,111.0,1123.0,13166.0,1588.0,366.0,31.0,59.0,663.0,138.0,49.0,71.0,2.0,742.0,64.0,325.0,688.0,20.24,496.0,61.0,58.0,36.0,70.0,2.06,49.0,2.0,11.0,2.0,0.0,538.0,296.0,266.0,223.0,49.0,322.0,90.0,232.0,376.0,657.0,7.0,18570.0,2048.0,6538.0,8339.0,3889.0,646.0,18565.0,9551.0,429.0,282.0,105.0,10576.0,572.0,231.0,1.0,423.0,333.0,64.0,2.0,2.0,4.0,1975.0,584.0,681.0,46.2
Wolfsburg,30.0,50.5,34.0,374.0,3060.0,42.0,25.0,3.0,4.0,61.0,3.0,1.24,0.74,1.97,1.15,1.88,47.7,44.9,1.4,1.32,34.0,34.0,3060.0,54.0,1.59,156.0,101.0,67.9,12.0,6.0,16.0,11.0,32.4,7.0,4.0,2.0,1.0,34.0,1.0,6.0,1.0,53.3,0.31,0.3,0.01,183.0,428.0,42.8,1031.0,166.0,30.6,32.2,253.0,44.3,39.1,510.0,33.0,6.5,37.0,1.09,14.6,137.0,19.0,32.9,4.03,0.09,0.28,0.11,-5.7,-5.9,12596.0,16439.0,76.6,238876.0,90051.0,4894.0,5882.0,83.2,5811.0,6785.0,85.6,1568.0,2774.0,56.5,295.0,862.0,253.0,69.0,1220.0,14701.0,1664.0,455.0,44.0,153.0,619.0,147.0,100.0,34.0,1.0,721.0,74.0,289.0,723.0,21.26,502.0,70.0,51.0,51.0,68.0,2.0,47.0,3.0,8.0,7.0,0.0,539.0,298.0,278.0,201.0,60.0,388.0,103.0,285.0,388.0,740.0,9.0,20456.0,2349.0,7267.0,9364.0,4020.0,633.0,20452.0,11258.0,502.0,364.0,99.0,12511.0,603.0,284.0,1.0,411.0,415.0,74.0,3.0,7.0,1.0,1984.0,621.0,522.0,54.3
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 Arminia 26.0 40.7 34.0 374.0 3060.0 26.0 18.0 2.0 2.0 55.0 2.0 0.76 0.53 1.29 0.71 1.24 26.3 24.7 0.77 0.73 34.0 34.0 3060.0 53.0 1.56 180.0 129.0 74.4 5.0 13.0 16.0 7.0 20.6 7.0 7.0 0.0 0.0 34.0 1.0 6.0 2.0 56.9 0.28 5.9 0.17 419.0 918.0 45.6 1469.0 94.0 49.4 34.2 327.0 58.7 47.0 559.0 12.0 2.1 48.0 1.41 18.6 109.0 10.0 30.2 3.21 0.07 0.22 0.07 -0.3 -0.7 9382.0 13511.0 69.4 182069.0 82699.0 3765.0 4741.0 79.4 4031.0 5156.0 78.2 1305.0 2712.0 48.1 247.0 763.0 195.0 55.0 887.0 11765.0 1692.0 385.0 25.0 69.0 487.0 147.0 67.0 48.0 1.0 743.0 54.0 325.0 586.0 17.24 410.0 52.0 39.0 34.0 42.0 1.24 32.0 2.0 4.0 3.0 0.0 549.0 311.0 270.0 235.0 44.0 395.0 110.0 285.0 421.0 770.0 7.0 17629.0 2294.0 6755.0 7291.0 3796.0 556.0 17627.0 8495.0 405.0 290.0 102.0 9290.0 618.0 307.0 1.0 433.0 307.0 54.0 2.0 7.0 2.0 1907.0 658.0 734.0 47.3
3 Augsburg 26.0 41.5 34.0 374.0 3060.0 39.0 26.0 5.0 5.0 74.0 0.0 1.15 0.76 1.91 1.0 1.76 36.7 32.8 1.08 0.96 34.0 34.0 3060.0 56.0 1.65 156.0 102.0 67.3 10.0 8.0 16.0 9.0 26.5 5.0 5.0 0.0 0.0 34.0 1.0 2.0 2.0 52.3 0.31 -1.7 -0.05 233.0 579.0 40.2 951.0 145.0 41.9 36.5 287.0 63.1 47.7 532.0 24.0 4.5 51.0 1.5 16.7 117.0 11.0 32.3 3.44 0.09 0.29 0.09 2.3 1.2 9181.0 13035.0 70.4 181255.0 75935.0 3586.0 4449.0 80.6 3892.0 4935.0 78.9 1455.0 2827.0 51.5 264.0 657.0 218.0 85.0 895.0 11240.0 1722.0 415.0 28.0 159.0 592.0 145.0 56.0 82.0 1.0 784.0 73.0 293.0 608.0 17.88 433.0 70.0 35.0 29.0 59.0 1.74 37.0 8.0 8.0 4.0 0.0 561.0 335.0 254.0 236.0 71.0 397.0 116.0 281.0 363.0 769.0 12.0 17060.0 2244.0 6480.0 7037.0 3743.0 606.0 17055.0 8178.0 441.0 323.0 94.0 9088.0 597.0 298.0 0.0 448.0 357.0 73.0 4.0 5.0 2.0 1927.0 557.0 604.0 48.0
4 Bayern Munich 30.0 64.5 34.0 374.0 3060.0 92.0 70.0 5.0 5.0 36.0 2.0 2.71 2.06 4.76 2.56 4.62 89.0 85.1 2.62 2.5 34.0 34.0 3060.0 37.0 1.09 112.0 76.0 68.8 24.0 5.0 5.0 11.0 32.4 2.0 2.0 0.0 0.0 34.0 1.0 2.0 1.0 32.6 0.27 -3.4 -0.1 121.0 256.0 47.3 1286.0 194.0 18.3 27.2 204.0 10.3 24.3 316.0 12.0 3.8 105.0 3.09 25.3 255.0 12.0 38.2 7.5 0.13 0.34 0.13 3.0 1.9 20087.0 23780.0 84.5 342875.0 124219.0 9343.0 10393.0 89.9 8473.0 9518.0 89.0 1747.0 2675.0 65.3 516.0 1677.0 500.0 71.0 2164.0 22043.0 1661.0 434.0 108.0 149.0 656.0 215.0 102.0 78.0 5.0 736.0 76.0 316.0 1170.0 34.41 874.0 93.0 84.0 36.0 161.0 4.74 122.0 13.0 10.0 5.0 2.0 563.0 338.0 231.0 237.0 95.0 338.0 68.0 270.0 349.0 404.0 18.0 27678.0 2045.0 7345.0 13202.0 7367.0 1266.0 27673.0 16502.0 833.0 622.0 241.0 19963.0 598.0 338.0 0.0 305.0 354.0 76.0 1.0 2.0 1.0 2220.0 422.0 394.0 51.7
5 Bochum 28.0 44.7 34.0 374.0 3060.0 37.0 22.0 4.0 6.0 55.0 2.0 1.09 0.65 1.74 0.97 1.62 40.6 35.9 1.19 1.06 34.0 34.0 3060.0 52.0 1.53 176.0 126.0 73.3 12.0 6.0 16.0 7.0 20.6 8.0 5.0 2.0 1.0 34.0 1.0 4.0 4.0 49.9 0.27 1.9 0.06 484.0 1069.0 45.3 1457.0 109.0 60.5 35.9 273.0 68.5 48.5 463.0 28.0 6.0 72.0 2.12 18.9 136.0 17.0 33.3 4.0 0.08 0.24 0.09 -3.6 -2.9 9624.0 13679.0 70.4 200296.0 84521.0 3445.0 4288.0 80.3 4176.0 5235.0 79.8 1764.0 3334.0 52.9 276.0 761.0 179.0 66.0 926.0 11928.0 1678.0 421.0 26.0 124.0 600.0 122.0 53.0 48.0 0.0 779.0 73.0 261.0 662.0 19.47 451.0 75.0 39.0 56.0 60.0 1.76 38.0 5.0 5.0 6.0 2.0 566.0 353.0 298.0 199.0 69.0 420.0 119.0 301.0 429.0 616.0 13.0 17579.0 2362.0 6682.0 7348.0 3759.0 571.0 17573.0 8977.0 467.0 333.0 112.0 9487.0 588.0 282.0 0.0 424.0 391.0 75.0 4.0 8.0 4.0 2088.0 609.0 599.0 50.4
6 Dortmund 33.0 59.2 34.0 374.0 3060.0 81.0 57.0 11.0 11.0 63.0 1.0 2.38 1.68 4.06 2.06 3.74 64.0 55.9 1.88 1.64 34.0 34.0 3060.0 52.0 1.53 136.0 86.0 66.2 22.0 3.0 9.0 7.0 20.6 6.0 6.0 0.0 0.0 34.0 2.0 6.0 2.0 46.9 0.31 -3.1 -0.09 93.0 279.0 33.3 1003.0 176.0 20.3 27.5 218.0 34.4 34.4 402.0 20.0 5.0 63.0 1.85 17.1 165.0 20.0 37.3 4.85 0.16 0.42 0.13 17.0 14.1 17410.0 21052.0 82.7 292378.0 101967.0 8010.0 8996.0 89.0 7168.0 8170.0 87.7 1495.0 2454.0 60.9 331.0 1091.0 301.0 48.0 1468.0 19358.0 1621.0 447.0 67.0 121.0 491.0 182.0 74.0 76.0 1.0 681.0 73.0 314.0 796.0 23.41 570.0 71.0 51.0 43.0 141.0 4.15 96.0 7.0 12.0 10.0 4.0 541.0 322.0 232.0 236.0 73.0 351.0 82.0 269.0 347.0 519.0 11.0 24819.0 2177.0 7538.0 12136.0 5317.0 835.0 24808.0 14990.0 670.0 481.0 180.0 17301.0 579.0 310.0 1.0 362.0 398.0 73.0 6.0 6.0 2.0 2052.0 419.0 363.0 53.6
7 Eint Frankfurt 27.0 49.6 34.0 374.0 3060.0 43.0 33.0 1.0 2.0 61.0 1.0 1.26 0.97 2.24 1.24 2.21 41.6 40.1 1.22 1.18 34.0 34.0 3060.0 49.0 1.44 165.0 117.0 72.7 10.0 12.0 12.0 5.0 14.7 4.0 4.0 0.0 0.0 34.0 0.0 3.0 1.0 52.4 0.3 4.4 0.13 162.0 557.0 29.1 1056.0 157.0 40.7 34.3 265.0 47.9 42.3 460.0 23.0 5.0 46.0 1.35 16.2 136.0 14.0 30.5 4.0 0.09 0.31 0.09 1.4 1.9 12628.0 17023.0 74.2 229563.0 88663.0 5346.0 6380.0 83.8 5660.0 6861.0 82.5 1313.0 2783.0 47.2 331.0 908.0 223.0 78.0 1255.0 15216.0 1754.0 387.0 44.0 106.0 697.0 193.0 78.0 91.0 2.0 825.0 53.0 357.0 762.0 22.41 528.0 88.0 61.0 38.0 75.0 2.21 51.0 8.0 8.0 4.0 0.0 595.0 330.0 260.0 252.0 83.0 435.0 95.0 340.0 377.0 592.0 12.0 21105.0 2288.0 7030.0 9752.0 4528.0 675.0 21103.0 11595.0 609.0 408.0 153.0 12527.0 631.0 294.0 1.0 422.0 299.0 53.0 1.0 4.0 1.0 2251.0 552.0 644.0 46.2
8 Freiburg 26.0 49.0 34.0 374.0 3060.0 55.0 37.0 5.0 6.0 34.0 0.0 1.62 1.09 2.71 1.47 2.56 50.4 45.7 1.48 1.35 34.0 34.0 3060.0 46.0 1.35 153.0 108.0 71.2 15.0 10.0 9.0 10.0 29.4 2.0 2.0 0.0 0.0 34.0 1.0 5.0 1.0 42.7 0.27 -2.3 -0.07 267.0 684.0 39.0 1154.0 126.0 41.7 37.5 264.0 76.9 59.4 496.0 18.0 3.6 36.0 1.06 14.9 153.0 20.0 33.5 4.5 0.11 0.33 0.1 4.6 4.3 11641.0 15652.0 74.4 219063.0 88322.0 4842.0 5855.0 82.7 4953.0 5947.0 83.3 1504.0 2875.0 52.3 333.0 919.0 293.0 73.0 1229.0 13970.0 1624.0 421.0 33.0 120.0 633.0 181.0 116.0 44.0 1.0 672.0 58.0 328.0 775.0 22.79 526.0 99.0 65.0 57.0 90.0 2.65 57.0 12.0 8.0 10.0 1.0 518.0 299.0 246.0 207.0 65.0 352.0 130.0 222.0 355.0 751.0 13.0 19480.0 2322.0 6642.0 8357.0 4649.0 750.0 19474.0 9662.0 401.0 331.0 102.0 11501.0 538.0 219.0 0.0 392.0 375.0 58.0 4.0 2.0 1.0 1920.0 675.0 638.0 51.4
9 Greuther Fürth 29.0 43.6 34.0 374.0 3060.0 26.0 15.0 5.0 5.0 61.0 0.0 0.76 0.44 1.21 0.62 1.06 30.0 26.2 0.88 0.77 34.0 34.0 3060.0 82.0 2.41 188.0 111.0 59.6 3.0 9.0 22.0 6.0 17.6 6.0 6.0 0.0 0.0 34.0 1.0 12.0 5.0 66.9 0.33 -10.1 -0.3 248.0 719.0 34.5 1137.0 144.0 45.8 38.0 272.0 72.8 51.4 546.0 28.0 5.1 53.0 1.56 16.6 96.0 13.0 31.1 2.82 0.07 0.22 0.09 -4.0 -5.2 10180.0 13971.0 72.9 187432.0 77521.0 4297.0 5107.0 84.1 4428.0 5407.0 81.9 1187.0 2565.0 46.3 208.0 737.0 150.0 43.0 976.0 12140.0 1762.0 482.0 24.0 54.0 478.0 138.0 92.0 37.0 4.0 738.0 69.0 325.0 525.0 15.44 357.0 48.0 30.0 35.0 43.0 1.26 27.0 3.0 4.0 5.0 0.0 568.0 336.0 258.0 252.0 58.0 416.0 124.0 292.0 374.0 712.0 8.0 17946.0 2396.0 6666.0 7952.0 3509.0 505.0 17941.0 9290.0 413.0 281.0 107.0 10087.0 621.0 308.0 0.0 437.0 434.0 69.0 3.0 6.0 5.0 1878.0 468.0 602.0 43.7
10 Hertha BSC 36.0 43.7 34.0 374.0 3060.0 35.0 23.0 3.0 3.0 62.0 2.0 1.03 0.68 1.71 0.94 1.62 33.3 30.9 0.98 0.91 34.0 34.0 3060.0 71.0 2.09 172.0 101.0 63.4 9.0 6.0 19.0 6.0 17.6 8.0 8.0 0.0 0.0 34.0 1.0 10.0 0.0 56.0 0.29 -15.0 -0.44 189.0 521.0 36.3 883.0 172.0 38.6 35.0 277.0 65.0 49.3 548.0 30.0 5.5 42.0 1.24 14.0 119.0 15.0 32.6 3.5 0.09 0.27 0.09 1.7 1.1 10314.0 14077.0 73.3 185733.0 76968.0 4615.0 5523.0 83.6 4151.0 5105.0 81.3 1226.0 2478.0 49.5 271.0 650.0 181.0 56.0 975.0 12218.0 1786.0 516.0 30.0 94.0 505.0 141.0 64.0 66.0 0.0 746.0 73.0 321.0 639.0 18.79 432.0 77.0 41.0 42.0 58.0 1.71 35.0 8.0 4.0 8.0 2.0 546.0 321.0 294.0 197.0 55.0 377.0 105.0 272.0 406.0 816.0 15.0 18046.0 2255.0 6954.0 7844.0 3430.0 547.0 18043.0 8883.0 462.0 296.0 92.0 10214.0 537.0 316.0 0.0 421.0 430.0 73.0 3.0 8.0 0.0 1830.0 556.0 575.0 49.2
11 Hoffenheim 32.0 53.2 34.0 374.0 3060.0 55.0 42.0 0.0 0.0 75.0 0.0 1.62 1.24 2.85 1.62 2.85 58.3 58.3 1.71 1.71 34.0 34.0 3060.0 60.0 1.76 162.0 102.0 64.2 13.0 7.0 14.0 8.0 23.5 4.0 2.0 1.0 1.0 34.0 0.0 9.0 1.0 53.2 0.32 -5.8 -0.17 143.0 406.0 35.2 1334.0 190.0 26.3 29.0 223.0 24.7 28.9 430.0 28.0 6.5 65.0 1.91 16.6 150.0 13.0 33.2 4.41 0.12 0.37 0.13 -3.3 -3.3 14323.0 18141.0 79.0 256560.0 98199.0 6165.0 7101.0 86.8 6198.0 7189.0 86.2 1564.0 2758.0 56.7 336.0 1046.0 343.0 112.0 1474.0 16308.0 1763.0 445.0 36.0 91.0 703.0 190.0 90.0 52.0 0.0 798.0 70.0 350.0 785.0 23.09 583.0 71.0 52.0 27.0 100.0 2.94 81.0 3.0 8.0 1.0 2.0 483.0 291.0 191.0 216.0 76.0 390.0 88.0 302.0 285.0 520.0 17.0 21823.0 2385.0 7462.0 9467.0 5067.0 866.0 21823.0 12635.0 588.0 350.0 151.0 14184.0 551.0 241.0 0.0 429.0 348.0 70.0 0.0 4.0 1.0 1905.0 485.0 574.0 45.8
12 Köln 26.0 54.8 34.0 374.0 3060.0 52.0 40.0 1.0 1.0 67.0 1.0 1.53 1.18 2.71 1.5 2.68 50.1 49.3 1.47 1.45 34.0 34.0 3060.0 49.0 1.44 154.0 106.0 68.2 14.0 10.0 10.0 4.0 11.8 1.0 0.0 1.0 0.0 34.0 2.0 6.0 2.0 51.1 0.33 4.1 0.12 174.0 417.0 41.7 1292.0 135.0 26.5 30.3 225.0 33.3 34.5 432.0 13.0 3.0 34.0 1.0 15.1 149.0 9.0 31.9 4.38 0.11 0.34 0.11 1.9 1.7 12636.0 16910.0 74.7 245192.0 96608.0 4661.0 5646.0 82.6 5989.0 7240.0 82.7 1722.0 3053.0 56.4 355.0 921.0 319.0 125.0 1406.0 14957.0 1886.0 536.0 26.0 124.0 829.0 181.0 99.0 57.0 0.0 833.0 67.0 374.0 796.0 23.41 590.0 88.0 43.0 37.0 91.0 2.68 67.0 8.0 8.0 2.0 1.0 598.0 361.0 264.0 246.0 88.0 442.0 99.0 343.0 426.0 628.0 10.0 20891.0 2450.0 7559.0 8852.0 4687.0 781.0 20890.0 11262.0 550.0 391.0 105.0 12515.0 584.0 258.0 1.0 419.0 459.0 67.0 1.0 1.0 2.0 2137.0 597.0 590.0 50.3
13 Leverkusen 29.0 53.7 34.0 374.0 3060.0 76.0 58.0 2.0 6.0 66.0 2.0 2.24 1.71 3.94 2.18 3.88 62.6 57.8 1.84 1.7 34.0 34.0 3060.0 47.0 1.38 162.0 115.0 72.2 19.0 7.0 8.0 8.0 23.5 4.0 2.0 1.0 1.0 34.0 2.0 6.0 1.0 44.1 0.26 -1.9 -0.06 139.0 408.0 34.1 1130.0 185.0 27.3 30.4 225.0 44.0 38.1 418.0 17.0 4.1 45.0 1.32 17.3 184.0 11.0 40.6 5.41 0.16 0.4 0.13 13.4 16.2 14735.0 18338.0 80.4 258289.0 94652.0 6448.0 7325.0 88.0 6309.0 7258.0 86.9 1474.0 2579.0 57.2 351.0 991.0 296.0 60.0 1341.0 16593.0 1681.0 380.0 80.0 89.0 537.0 194.0 96.0 71.0 1.0 726.0 64.0 328.0 804.0 23.65 596.0 63.0 52.0 30.0 134.0 3.94 100.0 5.0 10.0 5.0 0.0 484.0 281.0 235.0 199.0 50.0 350.0 101.0 249.0 360.0 620.0 12.0 22247.0 2353.0 7516.0 10602.0 4364.0 806.0 22241.0 13043.0 709.0 494.0 177.0 14605.0 608.0 296.0 1.0 364.0 329.0 64.0 5.0 4.0 1.0 2009.0 442.0 415.0 51.6
14 M'Gladbach 26.0 54.0 34.0 374.0 3060.0 54.0 38.0 5.0 7.0 67.0 1.0 1.59 1.12 2.71 1.44 2.56 56.2 50.6 1.65 1.49 34.0 34.0 3060.0 61.0 1.79 185.0 122.0 68.6 12.0 9.0 13.0 5.0 14.7 5.0 3.0 2.0 0.0 34.0 1.0 5.0 0.0 57.3 0.29 -3.7 -0.11 153.0 452.0 33.8 1254.0 166.0 28.8 31.2 227.0 40.1 37.6 446.0 19.0 4.3 53.0 1.56 16.0 174.0 13.0 35.6 5.12 0.1 0.28 0.11 -2.2 -1.6 14537.0 17978.0 80.9 251602.0 93864.0 6542.0 7467.0 87.6 6272.0 7138.0 87.9 1318.0 2354.0 56.0 357.0 920.0 250.0 46.0 1291.0 16210.0 1697.0 535.0 74.0 89.0 440.0 152.0 60.0 66.0 3.0 681.0 71.0 315.0 870.0 25.59 642.0 80.0 46.0 52.0 89.0 2.62 66.0 3.0 10.0 5.0 1.0 572.0 345.0 260.0 252.0 60.0 402.0 91.0 311.0 326.0 553.0 13.0 21886.0 2151.0 7493.0 10390.0 4173.0 745.0 21879.0 12219.0 527.0 348.0 163.0 14453.0 573.0 309.0 0.0 359.0 472.0 73.0 6.0 5.0 0.0 1850.0 464.0 419.0 52.5
15 Mainz 05 28.0 46.5 34.0 374.0 3060.0 49.0 36.0 4.0 4.0 62.0 4.0 1.44 1.06 2.5 1.32 2.38 50.4 47.2 1.48 1.39 34.0 34.0 3060.0 45.0 1.32 125.0 80.0 68.0 13.0 7.0 14.0 10.0 29.4 6.0 5.0 1.0 0.0 34.0 0.0 4.0 1.0 41.2 0.29 -2.8 -0.08 122.0 403.0 30.3 825.0 175.0 35.5 33.8 256.0 43.0 38.8 450.0 31.0 6.9 70.0 2.06 17.7 151.0 22.0 32.5 4.44 0.1 0.3 0.1 -1.4 -2.2 10773.0 15000.0 71.8 190321.0 80921.0 4904.0 5893.0 83.2 4358.0 5557.0 78.4 1175.0 2534.0 46.4 317.0 878.0 255.0 72.0 1178.0 13190.0 1747.0 415.0 23.0 60.0 598.0 178.0 101.0 64.0 0.0 818.0 63.0 306.0 760.0 22.35 526.0 82.0 59.0 48.0 81.0 2.38 63.0 4.0 6.0 4.0 1.0 579.0 305.0 291.0 220.0 68.0 404.0 94.0 310.0 439.0 584.0 9.0 19090.0 1958.0 6503.0 8458.0 4323.0 753.0 19086.0 9359.0 445.0 312.0 114.0 10664.0 670.0 295.0 2.0 495.0 386.0 63.0 3.0 6.0 1.0 2097.0 606.0 580.0 51.1
16 RB Leipzig 29.0 56.1 34.0 374.0 3060.0 72.0 53.0 8.0 9.0 49.0 0.0 2.12 1.56 3.68 1.88 3.44 64.5 58.4 1.9 1.72 34.0 34.0 3060.0 37.0 1.09 115.0 79.0 70.4 17.0 7.0 10.0 10.0 29.4 3.0 3.0 0.0 0.0 34.0 0.0 6.0 1.0 33.4 0.28 -2.6 -0.08 120.0 317.0 37.9 995.0 163.0 25.0 29.5 205.0 33.2 32.9 353.0 14.0 4.0 65.0 1.91 20.8 169.0 18.0 39.4 4.97 0.15 0.38 0.14 7.5 5.6 16163.0 19771.0 81.8 265026.0 97087.0 7780.0 8702.0 89.4 6442.0 7384.0 87.2 1269.0 2311.0 54.9 329.0 1144.0 376.0 75.0 1467.0 18099.0 1606.0 504.0 70.0 63.0 523.0 162.0 72.0 54.0 0.0 644.0 66.0 315.0 762.0 22.41 551.0 75.0 45.0 42.0 129.0 3.79 88.0 10.0 7.0 13.0 1.0 499.0 289.0 218.0 222.0 59.0 399.0 81.0 318.0 349.0 523.0 12.0 23539.0 2043.0 6990.0 11522.0 5238.0 926.0 23530.0 13246.0 542.0 412.0 161.0 16072.0 647.0 356.0 0.0 360.0 426.0 66.0 5.0 3.0 1.0 1994.0 504.0 420.0 54.5
17 Stuttgart 34.0 50.7 34.0 374.0 3060.0 40.0 31.0 1.0 3.0 64.0 2.0 1.18 0.91 2.09 1.15 2.06 43.7 41.4 1.29 1.22 34.0 34.0 3060.0 59.0 1.74 163.0 105.0 66.3 7.0 12.0 15.0 4.0 11.8 4.0 4.0 0.0 0.0 34.0 1.0 8.0 1.0 53.0 0.31 -5.0 -0.15 102.0 257.0 39.7 865.0 174.0 21.2 27.3 277.0 26.7 29.2 514.0 19.0 3.7 41.0 1.21 15.5 153.0 10.0 34.1 4.5 0.09 0.25 0.09 -3.7 -2.4 13753.0 17353.0 79.3 244827.0 91553.0 6094.0 7015.0 86.9 5735.0 6674.0 85.9 1484.0 2611.0 56.8 337.0 976.0 239.0 60.0 1269.0 15564.0 1736.0 452.0 42.0 192.0 549.0 148.0 29.0 98.0 1.0 762.0 53.0 305.0 794.0 23.35 552.0 77.0 57.0 42.0 70.0 2.06 43.0 8.0 10.0 4.0 0.0 532.0 307.0 231.0 236.0 65.0 386.0 124.0 262.0 345.0 708.0 8.0 21548.0 2343.0 7263.0 10064.0 4479.0 666.0 21545.0 12162.0 571.0 420.0 137.0 13666.0 707.0 302.0 1.0 369.0 418.0 53.0 1.0 4.0 1.0 2021.0 586.0 451.0 56.5
18 Union Berlin 28.0 43.7 34.0 374.0 3060.0 50.0 33.0 5.0 5.0 62.0 1.0 1.47 0.97 2.44 1.32 2.29 47.0 43.3 1.38 1.27 34.0 34.0 3060.0 44.0 1.29 122.0 82.0 65.6 16.0 9.0 9.0 8.0 23.5 2.0 2.0 0.0 0.0 34.0 0.0 5.0 4.0 33.9 0.28 -6.1 -0.18 206.0 594.0 34.7 997.0 150.0 43.9 36.1 260.0 60.0 44.3 482.0 40.0 8.3 27.0 0.79 12.4 149.0 7.0 36.5 4.38 0.11 0.3 0.11 3.0 1.7 10673.0 14818.0 72.0 204003.0 82846.0 4154.0 5080.0 81.8 4744.0 5871.0 80.8 1458.0 2914.0 50.0 299.0 815.0 248.0 111.0 1123.0 13166.0 1588.0 366.0 31.0 59.0 663.0 138.0 49.0 71.0 2.0 742.0 64.0 325.0 688.0 20.24 496.0 61.0 58.0 36.0 70.0 2.06 49.0 2.0 11.0 2.0 0.0 538.0 296.0 266.0 223.0 49.0 322.0 90.0 232.0 376.0 657.0 7.0 18570.0 2048.0 6538.0 8339.0 3889.0 646.0 18565.0 9551.0 429.0 282.0 105.0 10576.0 572.0 231.0 1.0 423.0 333.0 64.0 2.0 2.0 4.0 1975.0 584.0 681.0 46.2
19 Wolfsburg 30.0 50.5 34.0 374.0 3060.0 42.0 25.0 3.0 4.0 61.0 3.0 1.24 0.74 1.97 1.15 1.88 47.7 44.9 1.4 1.32 34.0 34.0 3060.0 54.0 1.59 156.0 101.0 67.9 12.0 6.0 16.0 11.0 32.4 7.0 4.0 2.0 1.0 34.0 1.0 6.0 1.0 53.3 0.31 0.3 0.01 183.0 428.0 42.8 1031.0 166.0 30.6 32.2 253.0 44.3 39.1 510.0 33.0 6.5 37.0 1.09 14.6 137.0 19.0 32.9 4.03 0.09 0.28 0.11 -5.7 -5.9 12596.0 16439.0 76.6 238876.0 90051.0 4894.0 5882.0 83.2 5811.0 6785.0 85.6 1568.0 2774.0 56.5 295.0 862.0 253.0 69.0 1220.0 14701.0 1664.0 455.0 44.0 153.0 619.0 147.0 100.0 34.0 1.0 721.0 74.0 289.0 723.0 21.26 502.0 70.0 51.0 51.0 68.0 2.0 47.0 3.0 8.0 7.0 0.0 539.0 298.0 278.0 201.0 60.0 388.0 103.0 285.0 388.0 740.0 9.0 20456.0 2349.0 7267.0 9364.0 4020.0 633.0 20452.0 11258.0 502.0 364.0 99.0 12511.0 603.0 284.0 1.0 411.0 415.0 74.0 3.0 7.0 1.0 1984.0 621.0 522.0 54.3