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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_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
Augsburg,28.0,38.6,34.0,374.0,3060.0,45.0,29.0,3.0,5.0,68.0,2.0,1.32,0.85,2.18,1.24,2.09,43.1,39.1,1.27,1.15,34.0,34.0,3060.0,63.0,1.85,155.0,94.0,59.4,9.0,9.0,16.0,7.0,20.6,1.0,0.0,1.0,0.0,34.0,0.0,3.0,3.0,56.7,0.36,-3.3,-0.1,197.0,622.0,31.7,947.0,153.0,45.1,38.5,303.0,64.4,49.6,550.0,23.0,4.2,45.0,1.32,15.2,129.0,24.0,36.0,3.79,0.12,0.33,0.11,1.9,2.9,8439.0,12287.0,68.7,157794.0,67041.0,3561.0,4445.0,80.1,3403.0,4308.0,79.0,1149.0,2545.0,45.1,256.0,542.0,169.0,53.0,815.0,10461.0,1745.0,441.0,18.0,118.0,479.0,133.0,59.0,60.0,0.0,772.0,81.0,339.0,599.0,17.62,391.0,71.0,34.0,49.0,68.0,2.0,43.0,4.0,4.0,8.0,2.0,534.0,314.0,271.0,215.0,48.0,362.0,123.0,239.0,434.0,778.0,8.0,16178.0,2334.0,6414.0,6784.0,3190.0,508.0,16173.0,8252.0,411.0,281.0,104.0,8347.0,512.0,304.0,2.0,378.0,384.0,81.0,4.0,1.0,3.0,1765.0,545.0,612.0,47.1
Bayern Munich,29.0,65.1,34.0,374.0,3060.0,97.0,75.0,6.0,6.0,54.0,3.0,2.85,2.21,5.06,2.68,4.88,89.5,84.8,2.63,2.49,34.0,34.0,3060.0,32.0,0.94,113.0,81.0,74.3,26.0,4.0,4.0,15.0,44.1,4.0,3.0,1.0,0.0,34.0,0.0,6.0,1.0,35.8,0.29,4.8,0.14,141.0,283.0,49.8,1309.0,208.0,19.4,26.3,190.0,15.3,27.4,314.0,10.0,3.2,124.0,3.65,23.6,243.0,13.0,39.9,7.15,0.15,0.37,0.14,7.5,6.2,20587.0,24273.0,84.8,362049.0,120150.0,9119.0,10103.0,90.3,8654.0,9667.0,89.5,2153.0,3150.0,68.3,481.0,1717.0,498.0,120.0,2300.0,22488.0,1707.0,444.0,69.0,180.0,850.0,240.0,91.0,100.0,0.0,767.0,78.0,347.0,1108.0,32.59,862.0,72.0,56.0,34.0,176.0,5.18,140.0,7.0,7.0,9.0,2.0,500.0,293.0,180.0,222.0,98.0,290.0,79.0,211.0,342.0,382.0,9.0,27878.0,1923.0,7313.0,13410.0,7376.0,1215.0,27872.0,17382.0,930.0,624.0,266.0,20486.0,515.0,309.0,2.0,322.0,355.0,78.0,6.0,4.0,1.0,2048.0,478.0,403.0,54.3
Dortmund,27.0,60.4,34.0,374.0,3060.0,84.0,74.0,2.0,2.0,49.0,1.0,2.47,2.18,4.65,2.41,4.59,61.0,59.5,1.8,1.75,34.0,34.0,3060.0,41.0,1.21,102.0,64.0,62.7,21.0,6.0,7.0,15.0,44.1,3.0,3.0,0.0,0.0,34.0,0.0,7.0,3.0,37.9,0.36,-0.1,0.0,92.0,294.0,31.3,922.0,196.0,24.3,29.9,226.0,31.0,33.7,344.0,12.0,3.5,49.0,1.44,17.9,188.0,14.0,42.5,5.53,0.19,0.44,0.14,23.0,22.5,20601.0,24071.0,85.6,342695.0,106977.0,9954.0,10940.0,91.0,8099.0,8993.0,90.1,1812.0,2720.0,66.6,358.0,1269.0,308.0,41.0,1736.0,22420.0,1595.0,410.0,63.0,188.0,510.0,190.0,64.0,77.0,2.0,694.0,56.0,353.0,794.0,23.35,598.0,59.0,43.0,29.0,155.0,4.56,129.0,5.0,6.0,2.0,0.0,529.0,330.0,249.0,214.0,66.0,353.0,88.0,265.0,374.0,463.0,10.0,27633.0,1949.0,7849.0,13650.0,6343.0,852.0,27631.0,16995.0,792.0,608.0,199.0,20513.0,494.0,351.0,1.0,305.0,327.0,56.0,1.0,3.0,3.0,1914.0,361.0,358.0,50.2
Düsseldorf,28.0,45.6,34.0,374.0,3060.0,36.0,26.0,4.0,4.0,78.0,0.0,1.06,0.76,1.82,0.94,1.71,35.9,32.7,1.06,0.96,34.0,34.0,3060.0,67.0,1.97,177.0,112.0,63.8,6.0,12.0,16.0,4.0,11.8,5.0,3.0,2.0,0.0,34.0,1.0,7.0,4.0,57.7,0.31,-5.3,-0.16,244.0,583.0,41.9,981.0,159.0,43.5,37.5,256.0,60.9,48.5,471.0,20.0,4.2,36.0,1.06,14.4,114.0,20.0,26.9,3.35,0.08,0.28,0.08,0.1,-0.7,11367.0,15164.0,75.0,222976.0,87520.0,4518.0,5356.0,84.4,4852.0,5895.0,82.3,1737.0,3065.0,56.7,297.0,902.0,213.0,75.0,1268.0,13381.0,1727.0,493.0,19.0,225.0,705.0,148.0,27.0,98.0,0.0,730.0,56.0,296.0,747.0,21.97,491.0,89.0,41.0,59.0,64.0,1.88,45.0,7.0,4.0,4.0,0.0,496.0,307.0,244.0,199.0,53.0,350.0,105.0,245.0,376.0,610.0,9.0,18732.0,2030.0,6468.0,8196.0,4250.0,542.0,18728.0,9240.0,487.0,352.0,97.0,11271.0,476.0,272.0,0.0,407.0,430.0,56.0,3.0,5.0,4.0,1737.0,583.0,649.0,47.3
Eint Frankfurt,27.0,50.9,34.0,374.0,3060.0,57.0,45.0,2.0,2.0,71.0,4.0,1.68,1.32,3.0,1.62,2.94,59.5,58.0,1.75,1.71,34.0,34.0,3060.0,60.0,1.76,174.0,116.0,67.2,13.0,6.0,15.0,5.0,14.7,3.0,3.0,0.0,0.0,34.0,1.0,5.0,2.0,51.9,0.28,-6.1,-0.18,253.0,571.0,44.3,1149.0,141.0,39.6,34.4,231.0,50.2,41.2,418.0,20.0,4.8,48.0,1.41,16.1,170.0,16.0,34.0,5.0,0.11,0.32,0.12,-2.5,-3.0,12302.0,16602.0,74.1,230242.0,95308.0,5138.0,6124.0,83.9,5233.0,6456.0,81.1,1567.0,2924.0,53.6,374.0,1052.0,283.0,128.0,1389.0,14737.0,1808.0,457.0,16.0,126.0,892.0,213.0,64.0,120.0,1.0,813.0,57.0,375.0,878.0,25.82,611.0,95.0,60.0,39.0,100.0,2.94,61.0,16.0,13.0,2.0,2.0,596.0,377.0,278.0,246.0,72.0,403.0,97.0,306.0,376.0,520.0,5.0,20419.0,1985.0,6428.0,9309.0,4903.0,762.0,20417.0,10145.0,677.0,441.0,147.0,12165.0,523.0,301.0,2.0,425.0,368.0,57.0,1.0,3.0,2.0,2047.0,699.0,665.0,51.2
Freiburg,26.0,48.1,34.0,374.0,3060.0,46.0,27.0,5.0,6.0,43.0,2.0,1.35,0.79,2.15,1.21,2.0,46.7,42.0,1.37,1.24,34.0,34.0,3060.0,47.0,1.38,191.0,144.0,77.0,13.0,9.0,12.0,7.0,20.6,4.0,3.0,0.0,1.0,34.0,0.0,6.0,0.0,53.2,0.26,6.2,0.18,218.0,618.0,35.3,1084.0,169.0,35.0,34.6,364.0,65.7,52.3,554.0,18.0,3.2,23.0,0.68,13.0,138.0,27.0,31.2,4.06,0.09,0.3,0.1,-0.7,-1.0,12085.0,15762.0,76.7,233308.0,88480.0,4600.0,5443.0,84.5,5555.0,6461.0,86.0,1586.0,2893.0,54.8,323.0,825.0,226.0,95.0,1128.0,13890.0,1816.0,454.0,31.0,152.0,649.0,151.0,96.0,35.0,1.0,766.0,56.0,349.0,784.0,23.06,517.0,89.0,56.0,67.0,75.0,2.21,38.0,9.0,8.0,15.0,0.0,431.0,252.0,226.0,162.0,43.0,401.0,157.0,244.0,354.0,810.0,18.0,19615.0,2565.0,7346.0,8247.0,4202.0,658.0,19609.0,10684.0,537.0,412.0,120.0,11966.0,521.0,259.0,1.0,329.0,437.0,56.0,5.0,4.0,0.0,1629.0,636.0,673.0,48.6
Hertha BSC,32.0,44.7,34.0,374.0,3060.0,45.0,35.0,3.0,3.0,77.0,4.0,1.32,1.03,2.35,1.24,2.26,43.1,40.7,1.27,1.2,34.0,34.0,3058.0,59.0,1.74,173.0,116.0,69.9,11.0,8.0,15.0,9.0,26.5,7.0,7.0,0.0,0.0,34.0,3.0,8.0,2.0,50.5,0.26,-6.5,-0.19,306.0,671.0,45.6,934.0,139.0,50.4,38.9,273.0,73.3,50.8,548.0,36.0,6.6,29.0,0.85,12.9,119.0,12.0,33.3,3.5,0.12,0.35,0.12,1.9,1.3,11361.0,14961.0,75.9,224357.0,85887.0,4388.0,5188.0,84.6,4939.0,5960.0,82.9,1735.0,2940.0,59.0,270.0,768.0,185.0,69.0,1073.0,13249.0,1655.0,423.0,13.0,184.0,527.0,125.0,37.0,72.0,2.0,742.0,57.0,302.0,636.0,18.71,446.0,63.0,39.0,34.0,83.0,2.44,52.0,8.0,8.0,4.0,0.0,555.0,340.0,282.0,221.0,52.0,434.0,130.0,304.0,410.0,794.0,12.0,18883.0,2245.0,6610.0,8983.0,3497.0,524.0,18880.0,9692.0,546.0,422.0,123.0,11260.0,519.0,348.0,2.0,465.0,350.0,57.0,3.0,7.0,2.0,1725.0,611.0,530.0,53.5
Hoffenheim,31.0,51.6,34.0,374.0,3060.0,52.0,36.0,3.0,4.0,66.0,2.0,1.53,1.06,2.59,1.44,2.5,56.1,53.0,1.65,1.56,34.0,34.0,3060.0,53.0,1.56,167.0,114.0,71.9,15.0,7.0,12.0,8.0,23.5,8.0,6.0,2.0,0.0,34.0,0.0,4.0,2.0,54.7,0.28,3.7,0.11,150.0,437.0,34.3,1152.0,200.0,28.6,30.0,292.0,37.0,34.8,565.0,22.0,3.9,38.0,1.12,14.6,154.0,24.0,34.5,4.53,0.11,0.32,0.12,-4.1,-4.0,14392.0,17932.0,80.3,255561.0,95532.0,6337.0,7147.0,88.7,6193.0,7124.0,86.9,1471.0,2658.0,55.3,345.0,925.0,256.0,75.0,1261.0,16146.0,1725.0,472.0,40.0,89.0,579.0,174.0,58.0,98.0,3.0,700.0,61.0,339.0,797.0,23.44,538.0,83.0,55.0,55.0,91.0,2.68,60.0,6.0,12.0,4.0,2.0,529.0,309.0,283.0,196.0,50.0,384.0,121.0,263.0,349.0,719.0,9.0,21896.0,2499.0,8107.0,9908.0,4074.0,701.0,21892.0,11882.0,598.0,400.0,148.0,14282.0,478.0,324.0,1.0,383.0,416.0,61.0,3.0,8.0,2.0,1666.0,564.0,541.0,51.0
Köln,29.0,46.7,34.0,374.0,3060.0,50.0,38.0,2.0,4.0,79.0,4.0,1.47,1.12,2.59,1.41,2.53,48.9,46.3,1.44,1.36,34.0,34.0,3060.0,69.0,2.03,156.0,87.0,58.3,10.0,6.0,18.0,6.0,17.6,6.0,4.0,2.0,0.0,34.0,1.0,11.0,2.0,54.8,0.32,-12.2,-0.36,270.0,552.0,48.9,901.0,103.0,46.5,37.9,297.0,44.8,38.4,479.0,20.0,4.2,23.0,0.68,11.8,147.0,20.0,35.6,4.32,0.12,0.33,0.12,1.1,1.7,11195.0,15108.0,74.1,219640.0,90475.0,4315.0,5172.0,83.4,4871.0,5973.0,81.6,1721.0,3025.0,56.9,309.0,806.0,249.0,96.0,1158.0,13248.0,1785.0,475.0,33.0,106.0,708.0,175.0,77.0,79.0,2.0,735.0,75.0,314.0,724.0,21.29,500.0,73.0,47.0,45.0,83.0,2.44,54.0,7.0,9.0,6.0,0.0,610.0,414.0,293.0,258.0,59.0,397.0,97.0,300.0,435.0,681.0,5.0,19057.0,2172.0,6628.0,8619.0,4007.0,625.0,19053.0,9961.0,494.0,342.0,92.0,11110.0,570.0,299.0,1.0,487.0,436.0,75.0,3.0,6.0,2.0,1948.0,715.0,668.0,51.7
Leverkusen,24.0,63.2,34.0,374.0,3060.0,57.0,48.0,2.0,2.0,61.0,6.0,1.68,1.41,3.09,1.62,3.03,59.1,57.5,1.74,1.69,34.0,34.0,3060.0,44.0,1.29,143.0,99.0,70.6,19.0,6.0,9.0,10.0,29.4,2.0,2.0,0.0,0.0,34.0,1.0,4.0,0.0,48.1,0.33,4.1,0.12,180.0,498.0,36.1,1365.0,204.0,30.4,32.3,232.0,35.8,35.9,365.0,14.0,3.8,55.0,1.62,16.7,182.0,6.0,37.0,5.35,0.11,0.3,0.12,-2.1,-2.5,19042.0,22954.0,83.0,331206.0,109589.0,8525.0,9522.0,89.5,7998.0,8988.0,89.0,1891.0,3030.0,62.4,394.0,1106.0,253.0,55.0,1471.0,21080.0,1782.0,475.0,40.0,124.0,713.0,215.0,127.0,68.0,2.0,782.0,92.0,368.0,853.0,25.09,614.0,91.0,53.0,25.0,108.0,3.18,80.0,8.0,4.0,5.0,2.0,557.0,353.0,239.0,244.0,74.0,365.0,71.0,294.0,333.0,496.0,11.0,26856.0,2245.0,7685.0,14063.0,5334.0,845.0,26854.0,15221.0,761.0,575.0,217.0,18938.0,600.0,360.0,3.0,394.0,369.0,92.0,2.0,2.0,0.0,2035.0,518.0,490.0,51.4
M'Gladbach,25.0,52.4,34.0,374.0,3060.0,64.0,53.0,4.0,6.0,77.0,3.0,1.88,1.56,3.44,1.76,3.32,72.0,67.2,2.12,1.98,34.0,34.0,3060.0,40.0,1.18,158.0,117.0,75.3,20.0,5.0,9.0,7.0,20.6,2.0,1.0,1.0,0.0,34.0,1.0,3.0,0.0,47.5,0.29,7.5,0.22,180.0,418.0,43.1,1263.0,169.0,25.7,29.8,282.0,33.3,34.6,501.0,13.0,2.6,49.0,1.44,16.9,187.0,26.0,39.4,5.5,0.13,0.32,0.15,-8.0,-7.2,14321.0,17974.0,79.7,253262.0,94657.0,6206.0,7130.0,87.0,6115.0,7119.0,85.9,1530.0,2580.0,59.3,353.0,940.0,277.0,55.0,1305.0,16127.0,1756.0,488.0,52.0,107.0,570.0,172.0,90.0,48.0,2.0,742.0,91.0,305.0,827.0,24.32,589.0,66.0,47.0,56.0,114.0,3.35,82.0,8.0,5.0,8.0,1.0,552.0,322.0,254.0,215.0,83.0,398.0,106.0,292.0,381.0,596.0,11.0,21776.0,2267.0,7659.0,9822.0,4533.0,785.0,21770.0,13011.0,650.0,429.0,183.0,14209.0,491.0,321.0,3.0,424.0,446.0,91.0,5.0,2.0,0.0,1880.0,546.0,554.0,49.6
Mainz 05,25.0,43.2,34.0,374.0,3060.0,42.0,34.0,3.0,3.0,75.0,3.0,1.24,1.0,2.24,1.15,2.15,48.2,45.8,1.42,1.35,34.0,34.0,3060.0,65.0,1.91,181.0,115.0,65.7,11.0,4.0,19.0,5.0,14.7,5.0,3.0,2.0,0.0,34.0,3.0,7.0,1.0,58.9,0.31,-5.1,-0.15,194.0,577.0,33.6,954.0,225.0,39.7,35.0,315.0,62.9,48.2,555.0,33.0,5.9,35.0,1.03,14.5,139.0,13.0,30.9,4.09,0.09,0.28,0.1,-6.2,-6.8,10245.0,13997.0,73.2,190213.0,79210.0,4413.0,5233.0,84.3,4136.0,5160.0,80.2,1356.0,2664.0,50.9,340.0,809.0,230.0,65.0,1146.0,12153.0,1774.0,435.0,38.0,108.0,615.0,174.0,74.0,89.0,1.0,751.0,70.0,249.0,795.0,23.38,552.0,81.0,41.0,44.0,76.0,2.24,51.0,5.0,6.0,4.0,1.0,576.0,331.0,280.0,233.0,63.0,403.0,110.0,293.0,363.0,724.0,13.0,18148.0,2210.0,6311.0,7907.0,4161.0,635.0,18145.0,9831.0,524.0,399.0,128.0,10146.0,600.0,346.0,2.0,462.0,401.0,70.0,3.0,5.0,1.0,1785.0,609.0,669.0,47.7
Paderborn 07,27.0,45.9,34.0,374.0,3060.0,37.0,26.0,2.0,4.0,84.0,3.0,1.09,0.76,1.85,1.03,1.79,39.2,36.1,1.15,1.06,34.0,34.0,3060.0,74.0,2.18,185.0,112.0,62.2,4.0,8.0,22.0,5.0,14.7,5.0,4.0,1.0,0.0,34.0,3.0,7.0,2.0,60.7,0.31,-11.3,-0.33,160.0,359.0,44.6,1181.0,225.0,24.1,29.4,281.0,26.3,29.9,524.0,10.0,1.9,27.0,0.79,13.6,124.0,20.0,29.0,3.65,0.08,0.28,0.09,-2.2,-1.1,11502.0,15172.0,75.8,215740.0,84031.0,4614.0,5427.0,85.0,4945.0,5926.0,83.4,1562.0,2706.0,57.7,305.0,752.0,139.0,46.0,1009.0,13237.0,1873.0,422.0,21.0,172.0,572.0,176.0,80.0,69.0,2.0,885.0,62.0,415.0,730.0,21.47,487.0,76.0,43.0,47.0,59.0,1.74,40.0,3.0,9.0,2.0,0.0,632.0,400.0,354.0,221.0,57.0,435.0,111.0,324.0,364.0,747.0,9.0,19472.0,2478.0,7836.0,8041.0,3854.0,551.0,19468.0,10969.0,682.0,435.0,174.0,11400.0,655.0,362.0,2.0,426.0,358.0,62.0,2.0,5.0,2.0,1797.0,462.0,564.0,45.0
RB Leipzig,29.0,55.3,34.0,374.0,3060.0,81.0,58.0,5.0,5.0,53.0,3.0,2.38,1.71,4.09,2.24,3.94,71.3,67.6,2.1,1.99,34.0,34.0,3060.0,37.0,1.09,121.0,84.0,71.1,18.0,12.0,4.0,10.0,29.4,2.0,2.0,0.0,0.0,34.0,0.0,7.0,0.0,38.0,0.3,1.0,0.03,121.0,346.0,35.0,1102.0,195.0,24.4,29.6,237.0,32.5,33.6,420.0,19.0,4.5,71.0,2.09,18.4,206.0,23.0,37.8,6.06,0.14,0.37,0.13,9.7,8.4,16241.0,20063.0,81.0,269438.0,99769.0,7531.0,8560.0,88.0,6424.0,7396.0,86.9,1421.0,2450.0,58.0,428.0,1263.0,339.0,67.0,1700.0,18285.0,1700.0,466.0,48.0,117.0,628.0,188.0,92.0,67.0,1.0,738.0,78.0,363.0,981.0,28.85,726.0,73.0,61.0,42.0,138.0,4.06,92.0,9.0,11.0,8.0,1.0,616.0,361.0,280.0,251.0,85.0,397.0,86.0,311.0,364.0,610.0,16.0,24052.0,2074.0,6715.0,11858.0,5694.0,917.0,24047.0,13506.0,759.0,509.0,223.0,16137.0,560.0,320.0,3.0,373.0,370.0,78.0,3.0,2.0,0.0,2031.0,518.0,484.0,51.7
Schalke 04,29.0,49.0,34.0,374.0,3060.0,35.0,25.0,2.0,2.0,64.0,2.0,1.03,0.74,1.76,0.97,1.71,37.8,36.2,1.11,1.07,34.0,34.0,3057.0,58.0,1.71,173.0,117.0,69.9,9.0,12.0,13.0,7.0,20.6,6.0,6.0,0.0,0.0,34.0,2.0,9.0,2.0,54.3,0.29,-1.7,-0.05,176.0,549.0,32.1,1043.0,138.0,37.5,34.7,267.0,59.2,45.4,488.0,28.0,5.7,31.0,0.91,13.5,124.0,10.0,32.4,3.65,0.09,0.27,0.1,-2.8,-3.2,12014.0,15752.0,76.3,219684.0,81535.0,5052.0,5932.0,85.2,5073.0,6019.0,84.3,1474.0,2721.0,54.2,274.0,835.0,212.0,36.0,1201.0,13909.0,1762.0,445.0,33.0,105.0,472.0,152.0,17.0,110.0,2.0,807.0,81.0,332.0,639.0,18.79,431.0,69.0,42.0,37.0,58.0,1.71,43.0,5.0,1.0,5.0,0.0,589.0,361.0,268.0,242.0,79.0,474.0,118.0,356.0,407.0,656.0,15.0,19874.0,2237.0,6728.0,9032.0,4373.0,597.0,19872.0,10821.0,603.0,450.0,139.0,11915.0,625.0,417.0,1.0,400.0,380.0,81.0,1.0,6.0,2.0,1927.0,627.0,632.0,49.8
Union Berlin,26.0,41.9,34.0,374.0,3060.0,38.0,27.0,4.0,5.0,71.0,5.0,1.12,0.79,1.91,1.0,1.79,41.4,37.6,1.22,1.11,34.0,34.0,3060.0,58.0,1.71,167.0,109.0,67.1,12.0,5.0,17.0,8.0,23.5,4.0,3.0,1.0,0.0,34.0,0.0,7.0,1.0,51.9,0.29,-5.1,-0.15,383.0,841.0,45.5,1107.0,122.0,55.9,41.7,276.0,80.4,56.5,529.0,32.0,6.0,38.0,1.12,13.5,130.0,7.0,32.7,3.82,0.09,0.26,0.1,-3.4,-3.6,9451.0,13664.0,69.2,179191.0,83697.0,3969.0,4928.0,80.5,3643.0,4732.0,77.0,1395.0,2884.0,48.4,278.0,776.0,182.0,78.0,944.0,11861.0,1739.0,439.0,13.0,47.0,628.0,137.0,65.0,61.0,2.0,796.0,64.0,317.0,659.0,19.38,424.0,86.0,49.0,49.0,66.0,1.94,37.0,8.0,8.0,8.0,2.0,550.0,322.0,265.0,220.0,65.0,396.0,124.0,272.0,421.0,775.0,8.0,17693.0,2129.0,6444.0,7580.0,3871.0,555.0,17688.0,8742.0,387.0,323.0,85.0,9350.0,509.0,248.0,3.0,523.0,374.0,64.0,3.0,4.0,1.0,1848.0,908.0,835.0,52.1
Werder Bremen,30.0,48.8,34.0,374.0,3060.0,40.0,30.0,3.0,6.0,80.0,4.0,1.18,0.88,2.06,1.09,1.97,39.4,34.7,1.16,1.02,34.0,34.0,3060.0,69.0,2.03,174.0,108.0,60.9,8.0,7.0,19.0,4.0,11.8,1.0,1.0,0.0,0.0,34.0,1.0,11.0,3.0,50.5,0.29,-15.5,-0.46,205.0,506.0,40.5,920.0,160.0,37.6,35.0,307.0,52.1,41.7,614.0,12.0,2.0,31.0,0.91,13.9,133.0,11.0,31.7,3.91,0.09,0.28,0.09,0.6,2.3,12893.0,16729.0,77.1,229582.0,88246.0,5787.0,6722.0,86.1,5333.0,6410.0,83.2,1401.0,2555.0,54.8,320.0,923.0,237.0,67.0,1309.0,14830.0,1846.0,528.0,17.0,101.0,601.0,160.0,68.0,78.0,2.0,745.0,53.0,350.0,756.0,22.24,536.0,68.0,52.0,37.0,69.0,2.03,43.0,4.0,11.0,2.0,3.0,550.0,345.0,285.0,199.0,66.0,369.0,123.0,246.0,423.0,775.0,11.0,20589.0,2279.0,6731.0,9795.0,4255.0,634.0,20583.0,12593.0,509.0,408.0,111.0,12816.0,552.0,326.0,4.0,461.0,450.0,53.0,4.0,1.0,3.0,1723.0,568.0,666.0,46.0
Wolfsburg,26.0,48.4,34.0,374.0,3060.0,48.0,33.0,4.0,4.0,71.0,4.0,1.41,0.97,2.38,1.29,2.26,52.8,49.7,1.55,1.46,34.0,34.0,3060.0,46.0,1.35,142.0,97.0,71.1,13.0,10.0,11.0,8.0,23.5,5.0,5.0,0.0,0.0,34.0,1.0,4.0,0.0,45.7,0.29,-0.3,-0.01,235.0,540.0,43.5,994.0,159.0,40.7,35.7,240.0,56.3,45.0,460.0,21.0,4.6,46.0,1.35,16.5,153.0,12.0,32.5,4.5,0.09,0.29,0.11,-4.8,-5.7,11610.0,15677.0,74.1,222405.0,87941.0,4532.0,5502.0,82.4,5009.0,6105.0,82.0,1663.0,2975.0,55.9,347.0,884.0,238.0,67.0,1247.0,13799.0,1806.0,444.0,37.0,138.0,651.0,167.0,51.0,73.0,6.0,876.0,72.0,344.0,814.0,23.94,542.0,94.0,59.0,57.0,80.0,2.35,49.0,6.0,7.0,9.0,0.0,598.0,363.0,277.0,247.0,74.0,378.0,87.0,291.0,377.0,649.0,9.0,19700.0,1974.0,6269.0,8974.0,4673.0,693.0,19696.0,10467.0,620.0,449.0,148.0,11512.0,545.0,373.0,2.0,490.0,399.0,72.0,3.0,5.0,0.0,1999.0,644.0,599.0,51.8
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 Augsburg 28.0 38.6 34.0 374.0 3060.0 45.0 29.0 3.0 5.0 68.0 2.0 1.32 0.85 2.18 1.24 2.09 43.1 39.1 1.27 1.15 34.0 34.0 3060.0 63.0 1.85 155.0 94.0 59.4 9.0 9.0 16.0 7.0 20.6 1.0 0.0 1.0 0.0 34.0 0.0 3.0 3.0 56.7 0.36 -3.3 -0.1 197.0 622.0 31.7 947.0 153.0 45.1 38.5 303.0 64.4 49.6 550.0 23.0 4.2 45.0 1.32 15.2 129.0 24.0 36.0 3.79 0.12 0.33 0.11 1.9 2.9 8439.0 12287.0 68.7 157794.0 67041.0 3561.0 4445.0 80.1 3403.0 4308.0 79.0 1149.0 2545.0 45.1 256.0 542.0 169.0 53.0 815.0 10461.0 1745.0 441.0 18.0 118.0 479.0 133.0 59.0 60.0 0.0 772.0 81.0 339.0 599.0 17.62 391.0 71.0 34.0 49.0 68.0 2.0 43.0 4.0 4.0 8.0 2.0 534.0 314.0 271.0 215.0 48.0 362.0 123.0 239.0 434.0 778.0 8.0 16178.0 2334.0 6414.0 6784.0 3190.0 508.0 16173.0 8252.0 411.0 281.0 104.0 8347.0 512.0 304.0 2.0 378.0 384.0 81.0 4.0 1.0 3.0 1765.0 545.0 612.0 47.1
3 Bayern Munich 29.0 65.1 34.0 374.0 3060.0 97.0 75.0 6.0 6.0 54.0 3.0 2.85 2.21 5.06 2.68 4.88 89.5 84.8 2.63 2.49 34.0 34.0 3060.0 32.0 0.94 113.0 81.0 74.3 26.0 4.0 4.0 15.0 44.1 4.0 3.0 1.0 0.0 34.0 0.0 6.0 1.0 35.8 0.29 4.8 0.14 141.0 283.0 49.8 1309.0 208.0 19.4 26.3 190.0 15.3 27.4 314.0 10.0 3.2 124.0 3.65 23.6 243.0 13.0 39.9 7.15 0.15 0.37 0.14 7.5 6.2 20587.0 24273.0 84.8 362049.0 120150.0 9119.0 10103.0 90.3 8654.0 9667.0 89.5 2153.0 3150.0 68.3 481.0 1717.0 498.0 120.0 2300.0 22488.0 1707.0 444.0 69.0 180.0 850.0 240.0 91.0 100.0 0.0 767.0 78.0 347.0 1108.0 32.59 862.0 72.0 56.0 34.0 176.0 5.18 140.0 7.0 7.0 9.0 2.0 500.0 293.0 180.0 222.0 98.0 290.0 79.0 211.0 342.0 382.0 9.0 27878.0 1923.0 7313.0 13410.0 7376.0 1215.0 27872.0 17382.0 930.0 624.0 266.0 20486.0 515.0 309.0 2.0 322.0 355.0 78.0 6.0 4.0 1.0 2048.0 478.0 403.0 54.3
4 Dortmund 27.0 60.4 34.0 374.0 3060.0 84.0 74.0 2.0 2.0 49.0 1.0 2.47 2.18 4.65 2.41 4.59 61.0 59.5 1.8 1.75 34.0 34.0 3060.0 41.0 1.21 102.0 64.0 62.7 21.0 6.0 7.0 15.0 44.1 3.0 3.0 0.0 0.0 34.0 0.0 7.0 3.0 37.9 0.36 -0.1 0.0 92.0 294.0 31.3 922.0 196.0 24.3 29.9 226.0 31.0 33.7 344.0 12.0 3.5 49.0 1.44 17.9 188.0 14.0 42.5 5.53 0.19 0.44 0.14 23.0 22.5 20601.0 24071.0 85.6 342695.0 106977.0 9954.0 10940.0 91.0 8099.0 8993.0 90.1 1812.0 2720.0 66.6 358.0 1269.0 308.0 41.0 1736.0 22420.0 1595.0 410.0 63.0 188.0 510.0 190.0 64.0 77.0 2.0 694.0 56.0 353.0 794.0 23.35 598.0 59.0 43.0 29.0 155.0 4.56 129.0 5.0 6.0 2.0 0.0 529.0 330.0 249.0 214.0 66.0 353.0 88.0 265.0 374.0 463.0 10.0 27633.0 1949.0 7849.0 13650.0 6343.0 852.0 27631.0 16995.0 792.0 608.0 199.0 20513.0 494.0 351.0 1.0 305.0 327.0 56.0 1.0 3.0 3.0 1914.0 361.0 358.0 50.2
5 Düsseldorf 28.0 45.6 34.0 374.0 3060.0 36.0 26.0 4.0 4.0 78.0 0.0 1.06 0.76 1.82 0.94 1.71 35.9 32.7 1.06 0.96 34.0 34.0 3060.0 67.0 1.97 177.0 112.0 63.8 6.0 12.0 16.0 4.0 11.8 5.0 3.0 2.0 0.0 34.0 1.0 7.0 4.0 57.7 0.31 -5.3 -0.16 244.0 583.0 41.9 981.0 159.0 43.5 37.5 256.0 60.9 48.5 471.0 20.0 4.2 36.0 1.06 14.4 114.0 20.0 26.9 3.35 0.08 0.28 0.08 0.1 -0.7 11367.0 15164.0 75.0 222976.0 87520.0 4518.0 5356.0 84.4 4852.0 5895.0 82.3 1737.0 3065.0 56.7 297.0 902.0 213.0 75.0 1268.0 13381.0 1727.0 493.0 19.0 225.0 705.0 148.0 27.0 98.0 0.0 730.0 56.0 296.0 747.0 21.97 491.0 89.0 41.0 59.0 64.0 1.88 45.0 7.0 4.0 4.0 0.0 496.0 307.0 244.0 199.0 53.0 350.0 105.0 245.0 376.0 610.0 9.0 18732.0 2030.0 6468.0 8196.0 4250.0 542.0 18728.0 9240.0 487.0 352.0 97.0 11271.0 476.0 272.0 0.0 407.0 430.0 56.0 3.0 5.0 4.0 1737.0 583.0 649.0 47.3
6 Eint Frankfurt 27.0 50.9 34.0 374.0 3060.0 57.0 45.0 2.0 2.0 71.0 4.0 1.68 1.32 3.0 1.62 2.94 59.5 58.0 1.75 1.71 34.0 34.0 3060.0 60.0 1.76 174.0 116.0 67.2 13.0 6.0 15.0 5.0 14.7 3.0 3.0 0.0 0.0 34.0 1.0 5.0 2.0 51.9 0.28 -6.1 -0.18 253.0 571.0 44.3 1149.0 141.0 39.6 34.4 231.0 50.2 41.2 418.0 20.0 4.8 48.0 1.41 16.1 170.0 16.0 34.0 5.0 0.11 0.32 0.12 -2.5 -3.0 12302.0 16602.0 74.1 230242.0 95308.0 5138.0 6124.0 83.9 5233.0 6456.0 81.1 1567.0 2924.0 53.6 374.0 1052.0 283.0 128.0 1389.0 14737.0 1808.0 457.0 16.0 126.0 892.0 213.0 64.0 120.0 1.0 813.0 57.0 375.0 878.0 25.82 611.0 95.0 60.0 39.0 100.0 2.94 61.0 16.0 13.0 2.0 2.0 596.0 377.0 278.0 246.0 72.0 403.0 97.0 306.0 376.0 520.0 5.0 20419.0 1985.0 6428.0 9309.0 4903.0 762.0 20417.0 10145.0 677.0 441.0 147.0 12165.0 523.0 301.0 2.0 425.0 368.0 57.0 1.0 3.0 2.0 2047.0 699.0 665.0 51.2
7 Freiburg 26.0 48.1 34.0 374.0 3060.0 46.0 27.0 5.0 6.0 43.0 2.0 1.35 0.79 2.15 1.21 2.0 46.7 42.0 1.37 1.24 34.0 34.0 3060.0 47.0 1.38 191.0 144.0 77.0 13.0 9.0 12.0 7.0 20.6 4.0 3.0 0.0 1.0 34.0 0.0 6.0 0.0 53.2 0.26 6.2 0.18 218.0 618.0 35.3 1084.0 169.0 35.0 34.6 364.0 65.7 52.3 554.0 18.0 3.2 23.0 0.68 13.0 138.0 27.0 31.2 4.06 0.09 0.3 0.1 -0.7 -1.0 12085.0 15762.0 76.7 233308.0 88480.0 4600.0 5443.0 84.5 5555.0 6461.0 86.0 1586.0 2893.0 54.8 323.0 825.0 226.0 95.0 1128.0 13890.0 1816.0 454.0 31.0 152.0 649.0 151.0 96.0 35.0 1.0 766.0 56.0 349.0 784.0 23.06 517.0 89.0 56.0 67.0 75.0 2.21 38.0 9.0 8.0 15.0 0.0 431.0 252.0 226.0 162.0 43.0 401.0 157.0 244.0 354.0 810.0 18.0 19615.0 2565.0 7346.0 8247.0 4202.0 658.0 19609.0 10684.0 537.0 412.0 120.0 11966.0 521.0 259.0 1.0 329.0 437.0 56.0 5.0 4.0 0.0 1629.0 636.0 673.0 48.6
8 Hertha BSC 32.0 44.7 34.0 374.0 3060.0 45.0 35.0 3.0 3.0 77.0 4.0 1.32 1.03 2.35 1.24 2.26 43.1 40.7 1.27 1.2 34.0 34.0 3058.0 59.0 1.74 173.0 116.0 69.9 11.0 8.0 15.0 9.0 26.5 7.0 7.0 0.0 0.0 34.0 3.0 8.0 2.0 50.5 0.26 -6.5 -0.19 306.0 671.0 45.6 934.0 139.0 50.4 38.9 273.0 73.3 50.8 548.0 36.0 6.6 29.0 0.85 12.9 119.0 12.0 33.3 3.5 0.12 0.35 0.12 1.9 1.3 11361.0 14961.0 75.9 224357.0 85887.0 4388.0 5188.0 84.6 4939.0 5960.0 82.9 1735.0 2940.0 59.0 270.0 768.0 185.0 69.0 1073.0 13249.0 1655.0 423.0 13.0 184.0 527.0 125.0 37.0 72.0 2.0 742.0 57.0 302.0 636.0 18.71 446.0 63.0 39.0 34.0 83.0 2.44 52.0 8.0 8.0 4.0 0.0 555.0 340.0 282.0 221.0 52.0 434.0 130.0 304.0 410.0 794.0 12.0 18883.0 2245.0 6610.0 8983.0 3497.0 524.0 18880.0 9692.0 546.0 422.0 123.0 11260.0 519.0 348.0 2.0 465.0 350.0 57.0 3.0 7.0 2.0 1725.0 611.0 530.0 53.5
9 Hoffenheim 31.0 51.6 34.0 374.0 3060.0 52.0 36.0 3.0 4.0 66.0 2.0 1.53 1.06 2.59 1.44 2.5 56.1 53.0 1.65 1.56 34.0 34.0 3060.0 53.0 1.56 167.0 114.0 71.9 15.0 7.0 12.0 8.0 23.5 8.0 6.0 2.0 0.0 34.0 0.0 4.0 2.0 54.7 0.28 3.7 0.11 150.0 437.0 34.3 1152.0 200.0 28.6 30.0 292.0 37.0 34.8 565.0 22.0 3.9 38.0 1.12 14.6 154.0 24.0 34.5 4.53 0.11 0.32 0.12 -4.1 -4.0 14392.0 17932.0 80.3 255561.0 95532.0 6337.0 7147.0 88.7 6193.0 7124.0 86.9 1471.0 2658.0 55.3 345.0 925.0 256.0 75.0 1261.0 16146.0 1725.0 472.0 40.0 89.0 579.0 174.0 58.0 98.0 3.0 700.0 61.0 339.0 797.0 23.44 538.0 83.0 55.0 55.0 91.0 2.68 60.0 6.0 12.0 4.0 2.0 529.0 309.0 283.0 196.0 50.0 384.0 121.0 263.0 349.0 719.0 9.0 21896.0 2499.0 8107.0 9908.0 4074.0 701.0 21892.0 11882.0 598.0 400.0 148.0 14282.0 478.0 324.0 1.0 383.0 416.0 61.0 3.0 8.0 2.0 1666.0 564.0 541.0 51.0
10 Köln 29.0 46.7 34.0 374.0 3060.0 50.0 38.0 2.0 4.0 79.0 4.0 1.47 1.12 2.59 1.41 2.53 48.9 46.3 1.44 1.36 34.0 34.0 3060.0 69.0 2.03 156.0 87.0 58.3 10.0 6.0 18.0 6.0 17.6 6.0 4.0 2.0 0.0 34.0 1.0 11.0 2.0 54.8 0.32 -12.2 -0.36 270.0 552.0 48.9 901.0 103.0 46.5 37.9 297.0 44.8 38.4 479.0 20.0 4.2 23.0 0.68 11.8 147.0 20.0 35.6 4.32 0.12 0.33 0.12 1.1 1.7 11195.0 15108.0 74.1 219640.0 90475.0 4315.0 5172.0 83.4 4871.0 5973.0 81.6 1721.0 3025.0 56.9 309.0 806.0 249.0 96.0 1158.0 13248.0 1785.0 475.0 33.0 106.0 708.0 175.0 77.0 79.0 2.0 735.0 75.0 314.0 724.0 21.29 500.0 73.0 47.0 45.0 83.0 2.44 54.0 7.0 9.0 6.0 0.0 610.0 414.0 293.0 258.0 59.0 397.0 97.0 300.0 435.0 681.0 5.0 19057.0 2172.0 6628.0 8619.0 4007.0 625.0 19053.0 9961.0 494.0 342.0 92.0 11110.0 570.0 299.0 1.0 487.0 436.0 75.0 3.0 6.0 2.0 1948.0 715.0 668.0 51.7
11 Leverkusen 24.0 63.2 34.0 374.0 3060.0 57.0 48.0 2.0 2.0 61.0 6.0 1.68 1.41 3.09 1.62 3.03 59.1 57.5 1.74 1.69 34.0 34.0 3060.0 44.0 1.29 143.0 99.0 70.6 19.0 6.0 9.0 10.0 29.4 2.0 2.0 0.0 0.0 34.0 1.0 4.0 0.0 48.1 0.33 4.1 0.12 180.0 498.0 36.1 1365.0 204.0 30.4 32.3 232.0 35.8 35.9 365.0 14.0 3.8 55.0 1.62 16.7 182.0 6.0 37.0 5.35 0.11 0.3 0.12 -2.1 -2.5 19042.0 22954.0 83.0 331206.0 109589.0 8525.0 9522.0 89.5 7998.0 8988.0 89.0 1891.0 3030.0 62.4 394.0 1106.0 253.0 55.0 1471.0 21080.0 1782.0 475.0 40.0 124.0 713.0 215.0 127.0 68.0 2.0 782.0 92.0 368.0 853.0 25.09 614.0 91.0 53.0 25.0 108.0 3.18 80.0 8.0 4.0 5.0 2.0 557.0 353.0 239.0 244.0 74.0 365.0 71.0 294.0 333.0 496.0 11.0 26856.0 2245.0 7685.0 14063.0 5334.0 845.0 26854.0 15221.0 761.0 575.0 217.0 18938.0 600.0 360.0 3.0 394.0 369.0 92.0 2.0 2.0 0.0 2035.0 518.0 490.0 51.4
12 M'Gladbach 25.0 52.4 34.0 374.0 3060.0 64.0 53.0 4.0 6.0 77.0 3.0 1.88 1.56 3.44 1.76 3.32 72.0 67.2 2.12 1.98 34.0 34.0 3060.0 40.0 1.18 158.0 117.0 75.3 20.0 5.0 9.0 7.0 20.6 2.0 1.0 1.0 0.0 34.0 1.0 3.0 0.0 47.5 0.29 7.5 0.22 180.0 418.0 43.1 1263.0 169.0 25.7 29.8 282.0 33.3 34.6 501.0 13.0 2.6 49.0 1.44 16.9 187.0 26.0 39.4 5.5 0.13 0.32 0.15 -8.0 -7.2 14321.0 17974.0 79.7 253262.0 94657.0 6206.0 7130.0 87.0 6115.0 7119.0 85.9 1530.0 2580.0 59.3 353.0 940.0 277.0 55.0 1305.0 16127.0 1756.0 488.0 52.0 107.0 570.0 172.0 90.0 48.0 2.0 742.0 91.0 305.0 827.0 24.32 589.0 66.0 47.0 56.0 114.0 3.35 82.0 8.0 5.0 8.0 1.0 552.0 322.0 254.0 215.0 83.0 398.0 106.0 292.0 381.0 596.0 11.0 21776.0 2267.0 7659.0 9822.0 4533.0 785.0 21770.0 13011.0 650.0 429.0 183.0 14209.0 491.0 321.0 3.0 424.0 446.0 91.0 5.0 2.0 0.0 1880.0 546.0 554.0 49.6
13 Mainz 05 25.0 43.2 34.0 374.0 3060.0 42.0 34.0 3.0 3.0 75.0 3.0 1.24 1.0 2.24 1.15 2.15 48.2 45.8 1.42 1.35 34.0 34.0 3060.0 65.0 1.91 181.0 115.0 65.7 11.0 4.0 19.0 5.0 14.7 5.0 3.0 2.0 0.0 34.0 3.0 7.0 1.0 58.9 0.31 -5.1 -0.15 194.0 577.0 33.6 954.0 225.0 39.7 35.0 315.0 62.9 48.2 555.0 33.0 5.9 35.0 1.03 14.5 139.0 13.0 30.9 4.09 0.09 0.28 0.1 -6.2 -6.8 10245.0 13997.0 73.2 190213.0 79210.0 4413.0 5233.0 84.3 4136.0 5160.0 80.2 1356.0 2664.0 50.9 340.0 809.0 230.0 65.0 1146.0 12153.0 1774.0 435.0 38.0 108.0 615.0 174.0 74.0 89.0 1.0 751.0 70.0 249.0 795.0 23.38 552.0 81.0 41.0 44.0 76.0 2.24 51.0 5.0 6.0 4.0 1.0 576.0 331.0 280.0 233.0 63.0 403.0 110.0 293.0 363.0 724.0 13.0 18148.0 2210.0 6311.0 7907.0 4161.0 635.0 18145.0 9831.0 524.0 399.0 128.0 10146.0 600.0 346.0 2.0 462.0 401.0 70.0 3.0 5.0 1.0 1785.0 609.0 669.0 47.7
14 Paderborn 07 27.0 45.9 34.0 374.0 3060.0 37.0 26.0 2.0 4.0 84.0 3.0 1.09 0.76 1.85 1.03 1.79 39.2 36.1 1.15 1.06 34.0 34.0 3060.0 74.0 2.18 185.0 112.0 62.2 4.0 8.0 22.0 5.0 14.7 5.0 4.0 1.0 0.0 34.0 3.0 7.0 2.0 60.7 0.31 -11.3 -0.33 160.0 359.0 44.6 1181.0 225.0 24.1 29.4 281.0 26.3 29.9 524.0 10.0 1.9 27.0 0.79 13.6 124.0 20.0 29.0 3.65 0.08 0.28 0.09 -2.2 -1.1 11502.0 15172.0 75.8 215740.0 84031.0 4614.0 5427.0 85.0 4945.0 5926.0 83.4 1562.0 2706.0 57.7 305.0 752.0 139.0 46.0 1009.0 13237.0 1873.0 422.0 21.0 172.0 572.0 176.0 80.0 69.0 2.0 885.0 62.0 415.0 730.0 21.47 487.0 76.0 43.0 47.0 59.0 1.74 40.0 3.0 9.0 2.0 0.0 632.0 400.0 354.0 221.0 57.0 435.0 111.0 324.0 364.0 747.0 9.0 19472.0 2478.0 7836.0 8041.0 3854.0 551.0 19468.0 10969.0 682.0 435.0 174.0 11400.0 655.0 362.0 2.0 426.0 358.0 62.0 2.0 5.0 2.0 1797.0 462.0 564.0 45.0
15 RB Leipzig 29.0 55.3 34.0 374.0 3060.0 81.0 58.0 5.0 5.0 53.0 3.0 2.38 1.71 4.09 2.24 3.94 71.3 67.6 2.1 1.99 34.0 34.0 3060.0 37.0 1.09 121.0 84.0 71.1 18.0 12.0 4.0 10.0 29.4 2.0 2.0 0.0 0.0 34.0 0.0 7.0 0.0 38.0 0.3 1.0 0.03 121.0 346.0 35.0 1102.0 195.0 24.4 29.6 237.0 32.5 33.6 420.0 19.0 4.5 71.0 2.09 18.4 206.0 23.0 37.8 6.06 0.14 0.37 0.13 9.7 8.4 16241.0 20063.0 81.0 269438.0 99769.0 7531.0 8560.0 88.0 6424.0 7396.0 86.9 1421.0 2450.0 58.0 428.0 1263.0 339.0 67.0 1700.0 18285.0 1700.0 466.0 48.0 117.0 628.0 188.0 92.0 67.0 1.0 738.0 78.0 363.0 981.0 28.85 726.0 73.0 61.0 42.0 138.0 4.06 92.0 9.0 11.0 8.0 1.0 616.0 361.0 280.0 251.0 85.0 397.0 86.0 311.0 364.0 610.0 16.0 24052.0 2074.0 6715.0 11858.0 5694.0 917.0 24047.0 13506.0 759.0 509.0 223.0 16137.0 560.0 320.0 3.0 373.0 370.0 78.0 3.0 2.0 0.0 2031.0 518.0 484.0 51.7
16 Schalke 04 29.0 49.0 34.0 374.0 3060.0 35.0 25.0 2.0 2.0 64.0 2.0 1.03 0.74 1.76 0.97 1.71 37.8 36.2 1.11 1.07 34.0 34.0 3057.0 58.0 1.71 173.0 117.0 69.9 9.0 12.0 13.0 7.0 20.6 6.0 6.0 0.0 0.0 34.0 2.0 9.0 2.0 54.3 0.29 -1.7 -0.05 176.0 549.0 32.1 1043.0 138.0 37.5 34.7 267.0 59.2 45.4 488.0 28.0 5.7 31.0 0.91 13.5 124.0 10.0 32.4 3.65 0.09 0.27 0.1 -2.8 -3.2 12014.0 15752.0 76.3 219684.0 81535.0 5052.0 5932.0 85.2 5073.0 6019.0 84.3 1474.0 2721.0 54.2 274.0 835.0 212.0 36.0 1201.0 13909.0 1762.0 445.0 33.0 105.0 472.0 152.0 17.0 110.0 2.0 807.0 81.0 332.0 639.0 18.79 431.0 69.0 42.0 37.0 58.0 1.71 43.0 5.0 1.0 5.0 0.0 589.0 361.0 268.0 242.0 79.0 474.0 118.0 356.0 407.0 656.0 15.0 19874.0 2237.0 6728.0 9032.0 4373.0 597.0 19872.0 10821.0 603.0 450.0 139.0 11915.0 625.0 417.0 1.0 400.0 380.0 81.0 1.0 6.0 2.0 1927.0 627.0 632.0 49.8
17 Union Berlin 26.0 41.9 34.0 374.0 3060.0 38.0 27.0 4.0 5.0 71.0 5.0 1.12 0.79 1.91 1.0 1.79 41.4 37.6 1.22 1.11 34.0 34.0 3060.0 58.0 1.71 167.0 109.0 67.1 12.0 5.0 17.0 8.0 23.5 4.0 3.0 1.0 0.0 34.0 0.0 7.0 1.0 51.9 0.29 -5.1 -0.15 383.0 841.0 45.5 1107.0 122.0 55.9 41.7 276.0 80.4 56.5 529.0 32.0 6.0 38.0 1.12 13.5 130.0 7.0 32.7 3.82 0.09 0.26 0.1 -3.4 -3.6 9451.0 13664.0 69.2 179191.0 83697.0 3969.0 4928.0 80.5 3643.0 4732.0 77.0 1395.0 2884.0 48.4 278.0 776.0 182.0 78.0 944.0 11861.0 1739.0 439.0 13.0 47.0 628.0 137.0 65.0 61.0 2.0 796.0 64.0 317.0 659.0 19.38 424.0 86.0 49.0 49.0 66.0 1.94 37.0 8.0 8.0 8.0 2.0 550.0 322.0 265.0 220.0 65.0 396.0 124.0 272.0 421.0 775.0 8.0 17693.0 2129.0 6444.0 7580.0 3871.0 555.0 17688.0 8742.0 387.0 323.0 85.0 9350.0 509.0 248.0 3.0 523.0 374.0 64.0 3.0 4.0 1.0 1848.0 908.0 835.0 52.1
18 Werder Bremen 30.0 48.8 34.0 374.0 3060.0 40.0 30.0 3.0 6.0 80.0 4.0 1.18 0.88 2.06 1.09 1.97 39.4 34.7 1.16 1.02 34.0 34.0 3060.0 69.0 2.03 174.0 108.0 60.9 8.0 7.0 19.0 4.0 11.8 1.0 1.0 0.0 0.0 34.0 1.0 11.0 3.0 50.5 0.29 -15.5 -0.46 205.0 506.0 40.5 920.0 160.0 37.6 35.0 307.0 52.1 41.7 614.0 12.0 2.0 31.0 0.91 13.9 133.0 11.0 31.7 3.91 0.09 0.28 0.09 0.6 2.3 12893.0 16729.0 77.1 229582.0 88246.0 5787.0 6722.0 86.1 5333.0 6410.0 83.2 1401.0 2555.0 54.8 320.0 923.0 237.0 67.0 1309.0 14830.0 1846.0 528.0 17.0 101.0 601.0 160.0 68.0 78.0 2.0 745.0 53.0 350.0 756.0 22.24 536.0 68.0 52.0 37.0 69.0 2.03 43.0 4.0 11.0 2.0 3.0 550.0 345.0 285.0 199.0 66.0 369.0 123.0 246.0 423.0 775.0 11.0 20589.0 2279.0 6731.0 9795.0 4255.0 634.0 20583.0 12593.0 509.0 408.0 111.0 12816.0 552.0 326.0 4.0 461.0 450.0 53.0 4.0 1.0 3.0 1723.0 568.0 666.0 46.0
19 Wolfsburg 26.0 48.4 34.0 374.0 3060.0 48.0 33.0 4.0 4.0 71.0 4.0 1.41 0.97 2.38 1.29 2.26 52.8 49.7 1.55 1.46 34.0 34.0 3060.0 46.0 1.35 142.0 97.0 71.1 13.0 10.0 11.0 8.0 23.5 5.0 5.0 0.0 0.0 34.0 1.0 4.0 0.0 45.7 0.29 -0.3 -0.01 235.0 540.0 43.5 994.0 159.0 40.7 35.7 240.0 56.3 45.0 460.0 21.0 4.6 46.0 1.35 16.5 153.0 12.0 32.5 4.5 0.09 0.29 0.11 -4.8 -5.7 11610.0 15677.0 74.1 222405.0 87941.0 4532.0 5502.0 82.4 5009.0 6105.0 82.0 1663.0 2975.0 55.9 347.0 884.0 238.0 67.0 1247.0 13799.0 1806.0 444.0 37.0 138.0 651.0 167.0 51.0 73.0 6.0 876.0 72.0 344.0 814.0 23.94 542.0 94.0 59.0 57.0 80.0 2.35 49.0 6.0 7.0 9.0 0.0 598.0 363.0 277.0 247.0 74.0 378.0 87.0 291.0 377.0 649.0 9.0 19700.0 1974.0 6269.0 8974.0 4673.0 693.0 19696.0 10467.0 620.0 449.0 148.0 11512.0 545.0 373.0 2.0 490.0 399.0 72.0 3.0 5.0 0.0 1999.0 644.0 599.0 51.8