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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_2022-2023_team.csv
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team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,carries,progressive_carries,carries_into_final_third,carries_into_penalty_area,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
Augsburg,34.0,41.7,34.0,374.0,3060.0,41.0,29.0,4.0,5.0,96.0,5.0,1.21,0.85,2.06,1.09,1.94,34.7,30.9,1.02,0.91,34.0,34.0,3060.0,63.0,1.85,201.0,138.0,69.2,9.0,7.0,18.0,6.0,17.6,4.0,1.0,2.0,1.0,34.0,2.0,4.0,2.0,63.4,0.31,2.4,0.07,262.0,677.0,38.7,1330.0,175.0,34.7,34.1,330.0,65.2,49.9,539.0,31.0,5.8,67.0,1.97,16.7,101.0,14.0,28.5,2.97,0.1,0.37,0.09,6.3,6.1,8422.0,12742.0,66.1,169408.0,75215.0,3104.0,4032.0,77.0,3844.0,5050.0,76.1,1253.0,2819.0,44.4,240.0,662.0,191.0,44.0,847.0,10915.0,1769.0,428.0,30.0,73.0,548.0,166.0,78.0,81.0,1.0,745.0,58.0,332.0,578.0,17.0,383.0,76.0,42.0,37.0,70.0,2.06,42.0,6.0,10.0,5.0,4.0,522.0,299.0,251.0,202.0,69.0,429.0,126.0,303.0,286.0,755.0,14.0,16605.0,2549.0,6859.0,6322.0,3604.0,574.0,16600.0,7744.0,331.0,241.0,70.0,8309.0,490.0,266.0,2.0,433.0,356.0,58.0,3.0,4.0,2.0,1792.0,640.0,777.0,45.2
Bayern Munich,28.0,64.2,34.0,374.0,3060.0,90.0,67.0,3.0,5.0,49.0,3.0,2.65,1.97,4.62,2.56,4.53,75.0,71.0,2.2,2.09,34.0,34.0,3060.0,38.0,1.12,107.0,68.0,72.9,21.0,8.0,5.0,11.0,32.4,10.0,9.0,1.0,0.0,34.0,1.0,2.0,0.0,40.8,0.3,2.8,0.08,96.0,223.0,43.0,1198.0,185.0,15.9,25.8,185.0,17.8,26.3,349.0,18.0,5.2,54.0,1.59,17.7,251.0,10.0,40.2,7.38,0.14,0.35,0.12,15.0,16.0,19404.0,22716.0,85.4,335478.0,115394.0,8781.0,9678.0,90.7,8580.0,9490.0,90.4,1653.0,2553.0,64.7,488.0,1561.0,474.0,70.0,2041.0,21104.0,1528.0,378.0,78.0,115.0,603.0,229.0,92.0,106.0,4.0,657.0,84.0,312.0,1094.0,32.18,841.0,63.0,78.0,24.0,153.0,4.5,114.0,2.0,16.0,5.0,4.0,623.0,387.0,263.0,258.0,102.0,381.0,77.0,304.0,287.0,477.0,19.0,26741.0,2210.0,7657.0,12339.0,6998.0,1185.0,26736.0,17141.0,863.0,577.0,286.0,19261.0,601.0,354.0,2.0,306.0,335.0,84.0,5.0,10.0,0.0,2085.0,471.0,381.0,55.3
Bochum,26.0,46.1,34.0,374.0,3060.0,37.0,28.0,3.0,3.0,64.0,1.0,1.09,0.82,1.91,1.0,1.82,40.0,37.7,1.18,1.11,34.0,34.0,3060.0,72.0,2.12,200.0,128.0,68.0,10.0,5.0,19.0,5.0,14.7,14.0,8.0,3.0,3.0,34.0,2.0,9.0,3.0,69.0,0.3,0.0,0.0,554.0,1175.0,47.1,1489.0,83.0,66.8,35.1,261.0,69.0,50.6,536.0,31.0,5.8,121.0,3.56,22.2,127.0,11.0,32.0,3.74,0.09,0.27,0.1,-3.0,-3.7,9209.0,13549.0,68.0,185905.0,86106.0,3742.0,4704.0,79.5,3734.0,4954.0,75.4,1534.0,3145.0,48.8,289.0,856.0,225.0,73.0,1022.0,11775.0,1708.0,412.0,31.0,72.0,568.0,141.0,65.0,53.0,1.0,768.0,66.0,278.0,678.0,19.94,464.0,92.0,41.0,46.0,67.0,1.97,44.0,10.0,4.0,5.0,0.0,626.0,386.0,301.0,247.0,78.0,402.0,118.0,284.0,337.0,776.0,13.0,17478.0,2270.0,6243.0,7442.0,3956.0,661.0,17475.0,7951.0,350.0,274.0,86.0,9060.0,500.0,258.0,0.0,429.0,354.0,66.0,3.0,14.0,3.0,1991.0,770.0,737.0,51.1
Dortmund,30.0,58.2,34.0,374.0,3060.0,81.0,61.0,4.0,6.0,66.0,0.0,2.38,1.79,4.18,2.26,4.06,71.1,66.5,2.09,1.96,34.0,34.0,3060.0,44.0,1.29,151.0,108.0,71.5,22.0,5.0,7.0,12.0,35.3,1.0,1.0,0.0,0.0,34.0,0.0,7.0,1.0,41.7,0.28,-1.3,-0.04,124.0,312.0,39.7,1133.0,157.0,19.8,28.5,236.0,37.3,36.2,386.0,23.0,6.0,55.0,1.62,17.8,219.0,20.0,39.2,6.44,0.14,0.35,0.12,9.9,10.5,16445.0,19889.0,82.7,290786.0,100043.0,7277.0,8180.0,89.0,6704.0,7585.0,88.4,1853.0,2872.0,64.5,423.0,1265.0,341.0,78.0,1628.0,18132.0,1716.0,475.0,44.0,213.0,677.0,227.0,73.0,112.0,4.0,699.0,41.0,376.0,1014.0,29.82,735.0,74.0,72.0,41.0,144.0,4.24,102.0,5.0,10.0,8.0,3.0,580.0,334.0,246.0,241.0,93.0,382.0,95.0,287.0,298.0,491.0,9.0,23758.0,2099.0,7166.0,10816.0,6011.0,944.0,23752.0,14458.0,783.0,514.0,205.0,16318.0,483.0,356.0,0.0,322.0,407.0,41.0,6.0,1.0,1.0,1958.0,425.0,364.0,53.9
Eint Frankfurt,28.0,52.9,34.0,374.0,3060.0,56.0,33.0,6.0,6.0,71.0,1.0,1.65,0.97,2.62,1.47,2.44,52.1,47.4,1.53,1.39,34.0,34.0,3060.0,52.0,1.53,135.0,84.0,63.0,13.0,11.0,10.0,6.0,17.6,2.0,2.0,0.0,0.0,34.0,1.0,8.0,1.0,43.3,0.31,-7.7,-0.23,81.0,329.0,24.6,685.0,135.0,38.2,34.6,223.0,30.0,33.8,416.0,18.0,4.3,25.0,0.74,14.3,132.0,14.0,33.1,3.88,0.13,0.38,0.12,3.9,2.6,13930.0,17975.0,77.5,240605.0,87723.0,6239.0,7247.0,86.1,6164.0,7319.0,84.2,1196.0,2423.0,49.4,289.0,1003.0,263.0,64.0,1372.0,16179.0,1726.0,437.0,46.0,70.0,616.0,189.0,99.0,50.0,1.0,786.0,70.0,383.0,711.0,20.91,507.0,62.0,47.0,35.0,95.0,2.79,64.0,2.0,11.0,8.0,0.0,562.0,357.0,244.0,248.0,70.0,415.0,88.0,327.0,284.0,687.0,5.0,21945.0,2034.0,6815.0,10478.0,4867.0,850.0,21939.0,12138.0,632.0,431.0,220.0,13832.0,533.0,293.0,1.0,429.0,377.0,70.0,6.0,2.0,1.0,2088.0,467.0,555.0,45.7
Freiburg,27.0,48.1,34.0,374.0,3060.0,51.0,34.0,7.0,8.0,62.0,2.0,1.5,1.0,2.5,1.29,2.29,48.0,41.6,1.41,1.22,34.0,34.0,3060.0,44.0,1.29,150.0,106.0,74.0,17.0,8.0,9.0,13.0,38.2,6.0,5.0,0.0,1.0,34.0,0.0,4.0,0.0,46.4,0.28,2.4,0.07,271.0,665.0,40.8,1231.0,121.0,40.2,37.6,231.0,73.6,58.0,434.0,32.0,7.4,43.0,1.26,15.0,167.0,16.0,40.4,4.91,0.11,0.26,0.11,3.0,2.4,11653.0,15533.0,75.0,224503.0,85849.0,4532.0,5503.0,82.4,5212.0,6241.0,83.5,1565.0,2829.0,55.3,288.0,884.0,237.0,67.0,1039.0,13934.0,1542.0,454.0,24.0,116.0,547.0,141.0,82.0,44.0,0.0,603.0,57.0,307.0,724.0,21.29,499.0,87.0,51.0,45.0,87.0,2.56,57.0,11.0,7.0,9.0,0.0,498.0,289.0,223.0,211.0,64.0,375.0,106.0,269.0,325.0,612.0,10.0,19065.0,2247.0,6546.0,8366.0,4295.0,722.0,19057.0,10112.0,427.0,297.0,108.0,11445.0,444.0,240.0,1.0,404.0,424.0,57.0,7.0,6.0,0.0,1754.0,743.0,686.0,52.0
Hertha BSC,32.0,42.0,34.0,374.0,3060.0,42.0,23.0,7.0,7.0,82.0,1.0,1.24,0.68,1.91,1.03,1.71,39.4,33.9,1.16,1.0,34.0,34.0,3060.0,69.0,2.03,170.0,100.0,62.4,7.0,8.0,19.0,3.0,8.8,6.0,5.0,1.0,0.0,34.0,4.0,8.0,0.0,60.4,0.33,-8.6,-0.25,209.0,599.0,34.9,999.0,172.0,42.1,35.8,248.0,71.8,53.7,504.0,33.0,6.5,70.0,2.06,18.6,121.0,11.0,32.1,3.56,0.09,0.29,0.09,2.6,1.1,8876.0,12800.0,69.3,165190.0,72608.0,3726.0,4615.0,80.7,3761.0,4869.0,77.2,1117.0,2467.0,45.3,247.0,665.0,161.0,42.0,914.0,11022.0,1720.0,468.0,28.0,100.0,516.0,147.0,45.0,79.0,0.0,756.0,58.0,292.0,652.0,19.18,436.0,65.0,38.0,42.0,70.0,2.06,49.0,4.0,3.0,9.0,0.0,576.0,344.0,307.0,215.0,54.0,416.0,132.0,284.0,366.0,797.0,8.0,17023.0,2095.0,6263.0,7457.0,3531.0,612.0,17016.0,8139.0,413.0,269.0,132.0,8796.0,521.0,301.0,1.0,422.0,394.0,58.0,4.0,6.0,0.0,1835.0,633.0,701.0,47.5
Hoffenheim,31.0,48.3,34.0,374.0,3060.0,46.0,30.0,7.0,9.0,80.0,5.0,1.35,0.88,2.24,1.15,2.03,48.0,41.1,1.41,1.21,34.0,34.0,3060.0,57.0,1.68,161.0,105.0,65.8,10.0,6.0,18.0,5.0,14.7,3.0,2.0,0.0,1.0,34.0,1.0,11.0,1.0,50.4,0.31,-5.6,-0.16,206.0,525.0,39.2,1164.0,168.0,35.3,33.6,249.0,45.8,39.3,529.0,43.0,8.1,43.0,1.26,13.4,130.0,16.0,32.7,3.82,0.1,0.3,0.1,-2.0,-2.1,11754.0,15564.0,75.5,218184.0,88463.0,4941.0,5830.0,84.8,5108.0,6136.0,83.2,1405.0,2668.0,52.7,294.0,928.0,260.0,77.0,1175.0,13750.0,1736.0,418.0,17.0,119.0,577.0,161.0,45.0,74.0,4.0,784.0,78.0,323.0,719.0,21.15,513.0,65.0,36.0,47.0,83.0,2.44,57.0,3.0,7.0,6.0,1.0,543.0,323.0,254.0,231.0,58.0,428.0,119.0,309.0,285.0,665.0,8.0,19434.0,2364.0,6926.0,8417.0,4271.0,705.0,19425.0,10627.0,457.0,330.0,138.0,11634.0,551.0,258.0,3.0,471.0,368.0,78.0,7.0,3.0,1.0,1843.0,550.0,557.0,49.7
Köln,27.0,49.9,34.0,374.0,3060.0,46.0,31.0,4.0,4.0,75.0,3.0,1.35,0.91,2.26,1.24,2.15,47.9,44.7,1.41,1.32,34.0,34.0,3060.0,54.0,1.59,129.0,77.0,61.2,10.0,12.0,12.0,6.0,17.6,5.0,4.0,1.0,0.0,34.0,4.0,4.0,3.0,42.3,0.3,-8.7,-0.26,154.0,404.0,38.1,1203.0,117.0,28.8,31.3,185.0,31.4,33.9,468.0,19.0,4.1,22.0,0.65,13.4,146.0,6.0,35.4,4.29,0.1,0.29,0.11,-1.9,-2.7,12242.0,16367.0,74.8,229690.0,84892.0,4634.0,5485.0,84.5,6017.0,7208.0,83.5,1352.0,2725.0,49.6,307.0,840.0,259.0,84.0,1247.0,14542.0,1757.0,409.0,20.0,62.0,790.0,205.0,87.0,81.0,0.0,811.0,68.0,409.0,705.0,20.74,505.0,78.0,50.0,27.0,78.0,2.29,57.0,4.0,7.0,5.0,0.0,615.0,370.0,287.0,263.0,65.0,423.0,99.0,324.0,372.0,716.0,5.0,20320.0,2232.0,7198.0,8697.0,4630.0,751.0,20316.0,11017.0,522.0,383.0,117.0,12123.0,485.0,287.0,3.0,400.0,352.0,68.0,2.0,5.0,3.0,2022.0,659.0,608.0,52.0
Leverkusen,27.0,52.0,34.0,374.0,3060.0,57.0,44.0,5.0,7.0,75.0,7.0,1.68,1.29,2.97,1.53,2.82,51.4,46.0,1.51,1.35,34.0,34.0,3059.0,49.0,1.44,146.0,99.0,71.2,14.0,8.0,12.0,9.0,26.5,7.0,7.0,0.0,0.0,34.0,1.0,5.0,2.0,42.7,0.25,-4.3,-0.13,121.0,384.0,31.5,940.0,155.0,31.0,32.0,206.0,45.1,38.5,410.0,28.0,6.8,27.0,0.79,14.0,160.0,16.0,37.0,4.71,0.12,0.33,0.11,5.6,6.0,14683.0,18206.0,80.6,247352.0,87593.0,7075.0,8019.0,88.2,5908.0,6837.0,86.4,1279.0,2372.0,53.9,349.0,926.0,230.0,48.0,1243.0,16529.0,1626.0,468.0,59.0,72.0,461.0,139.0,66.0,49.0,0.0,678.0,51.0,298.0,792.0,23.29,576.0,59.0,47.0,42.0,105.0,3.09,72.0,3.0,4.0,8.0,3.0,494.0,280.0,242.0,206.0,46.0,358.0,99.0,259.0,294.0,599.0,12.0,21877.0,2184.0,7160.0,10575.0,4338.0,702.0,21870.0,12070.0,678.0,469.0,187.0,14558.0,524.0,327.0,3.0,382.0,409.0,51.0,6.0,7.0,2.0,1918.0,430.0,492.0,46.6
M'Gladbach,27.0,53.7,34.0,374.0,3060.0,52.0,39.0,4.0,6.0,62.0,3.0,1.53,1.15,2.68,1.41,2.56,52.1,47.5,1.53,1.4,34.0,34.0,3060.0,55.0,1.62,180.0,126.0,72.8,11.0,10.0,13.0,9.0,26.5,6.0,6.0,0.0,0.0,34.0,1.0,4.0,1.0,57.7,0.3,3.7,0.11,141.0,461.0,30.6,1490.0,174.0,24.6,29.3,274.0,34.3,34.3,529.0,28.0,5.3,41.0,1.21,14.3,166.0,12.0,41.2,4.88,0.12,0.29,0.12,-0.1,0.5,15516.0,18854.0,82.3,267610.0,95706.0,7012.0,7776.0,90.2,6828.0,7668.0,89.0,1280.0,2371.0,54.0,327.0,885.0,247.0,50.0,1168.0,17035.0,1747.0,532.0,64.0,60.0,441.0,151.0,60.0,73.0,1.0,684.0,72.0,384.0,725.0,21.32,509.0,89.0,43.0,40.0,81.0,2.38,60.0,7.0,7.0,3.0,0.0,497.0,275.0,274.0,171.0,52.0,405.0,104.0,301.0,267.0,728.0,7.0,22583.0,2744.0,8415.0,10217.0,4133.0,720.0,22577.0,13046.0,518.0,396.0,143.0,15408.0,493.0,304.0,1.0,338.0,447.0,72.0,3.0,6.0,1.0,1718.0,415.0,419.0,49.8
Mainz 05,27.0,44.8,34.0,374.0,3060.0,54.0,35.0,4.0,6.0,69.0,1.0,1.59,1.03,2.62,1.47,2.5,47.1,42.4,1.39,1.25,34.0,34.0,3060.0,55.0,1.62,153.0,95.0,66.7,12.0,10.0,12.0,7.0,20.6,8.0,4.0,3.0,1.0,34.0,1.0,5.0,0.0,48.9,0.28,-6.1,-0.18,208.0,613.0,33.9,898.0,184.0,48.2,39.2,248.0,72.6,54.2,479.0,60.0,12.5,61.0,1.79,16.6,152.0,17.0,36.7,4.47,0.12,0.33,0.11,6.9,7.6,10075.0,14492.0,69.5,186572.0,81107.0,4418.0,5434.0,81.3,4059.0,5270.0,77.0,1293.0,2828.0,45.7,278.0,872.0,270.0,80.0,1155.0,12764.0,1654.0,365.0,25.0,97.0,610.0,155.0,96.0,49.0,0.0,795.0,74.0,356.0,696.0,20.47,483.0,77.0,54.0,38.0,84.0,2.47,51.0,9.0,13.0,6.0,2.0,547.0,341.0,268.0,206.0,73.0,419.0,98.0,321.0,433.0,673.0,9.0,18471.0,1946.0,6200.0,8219.0,4257.0,780.0,18465.0,9265.0,364.0,275.0,106.0,9946.0,552.0,251.0,0.0,476.0,334.0,74.0,5.0,8.0,0.0,2081.0,740.0,703.0,51.3
RB Leipzig,25.0,58.1,34.0,374.0,3060.0,64.0,39.0,6.0,7.0,69.0,2.0,1.88,1.15,3.03,1.71,2.85,62.7,57.4,1.84,1.69,34.0,34.0,3060.0,41.0,1.21,106.0,66.0,67.9,20.0,6.0,8.0,10.0,29.4,8.0,7.0,1.0,0.0,34.0,0.0,5.0,2.0,38.8,0.3,-0.2,-0.01,81.0,259.0,31.3,1247.0,172.0,16.2,26.0,207.0,27.5,30.4,377.0,23.0,6.1,49.0,1.44,17.2,182.0,18.0,36.6,5.35,0.12,0.32,0.12,1.3,0.6,16911.0,20529.0,82.4,297606.0,99659.0,7461.0,8392.0,88.9,7606.0,8572.0,88.7,1511.0,2537.0,59.6,376.0,1237.0,320.0,53.0,1450.0,18813.0,1636.0,437.0,99.0,120.0,489.0,167.0,50.0,74.0,2.0,748.0,80.0,400.0,874.0,25.71,629.0,70.0,63.0,46.0,108.0,3.18,76.0,5.0,10.0,9.0,2.0,534.0,312.0,237.0,231.0,66.0,428.0,94.0,334.0,310.0,552.0,3.0,24322.0,2220.0,7782.0,11436.0,5327.0,834.0,24315.0,15273.0,599.0,440.0,168.0,16801.0,525.0,316.0,1.0,393.0,402.0,80.0,5.0,8.0,2.0,1966.0,440.0,433.0,50.4
Schalke 04,35.0,46.0,34.0,374.0,3060.0,32.0,24.0,4.0,5.0,68.0,1.0,0.94,0.71,1.65,0.82,1.53,39.6,35.9,1.16,1.06,34.0,34.0,3060.0,71.0,2.09,193.0,123.0,65.8,7.0,10.0,17.0,7.0,20.6,6.0,5.0,0.0,1.0,34.0,1.0,7.0,1.0,58.2,0.28,-11.8,-0.35,279.0,658.0,42.4,1034.0,129.0,45.9,37.9,257.0,71.2,53.2,483.0,18.0,3.7,32.0,0.94,13.5,123.0,19.0,29.2,3.62,0.07,0.23,0.09,-7.6,-7.9,9234.0,13360.0,69.1,182759.0,80288.0,3511.0,4414.0,79.5,4162.0,5223.0,79.7,1331.0,2803.0,47.5,282.0,698.0,250.0,110.0,934.0,11517.0,1773.0,445.0,29.0,62.0,764.0,169.0,79.0,77.0,4.0,786.0,70.0,351.0,715.0,21.03,487.0,92.0,51.0,48.0,56.0,1.65,38.0,6.0,2.0,7.0,1.0,542.0,329.0,240.0,246.0,56.0,397.0,110.0,287.0,306.0,723.0,12.0,17260.0,2252.0,6541.0,7024.0,3912.0,677.0,17255.0,8384.0,415.0,295.0,66.0,9126.0,513.0,274.0,0.0,427.0,391.0,70.0,3.0,6.0,1.0,1896.0,692.0,739.0,48.4
Stuttgart,30.0,50.2,34.0,374.0,3060.0,45.0,34.0,5.0,5.0,72.0,5.0,1.32,1.0,2.32,1.18,2.18,47.6,43.7,1.4,1.28,34.0,34.0,3060.0,57.0,1.68,146.0,90.0,65.1,7.0,12.0,15.0,2.0,5.9,6.0,6.0,0.0,0.0,34.0,2.0,6.0,1.0,47.3,0.29,-8.7,-0.26,153.0,341.0,44.9,1102.0,184.0,23.9,28.5,224.0,34.8,35.3,463.0,18.0,3.9,43.0,1.26,17.2,140.0,14.0,30.6,4.12,0.09,0.29,0.1,-2.6,-3.7,13460.0,16987.0,79.2,253792.0,92829.0,5463.0,6341.0,86.2,6101.0,7070.0,86.3,1637.0,2756.0,59.4,361.0,970.0,260.0,78.0,1278.0,15298.0,1633.0,450.0,37.0,188.0,597.0,156.0,57.0,83.0,0.0,711.0,56.0,310.0,810.0,23.82,561.0,85.0,54.0,46.0,83.0,2.44,64.0,3.0,4.0,5.0,2.0,528.0,316.0,255.0,207.0,66.0,421.0,113.0,308.0,308.0,666.0,10.0,20930.0,2407.0,7525.0,9226.0,4438.0,738.0,20925.0,11707.0,609.0,440.0,161.0,13345.0,563.0,336.0,4.0,346.0,407.0,56.0,4.0,6.0,1.0,1989.0,547.0,470.0,53.8
Union Berlin,28.0,43.8,34.0,374.0,3060.0,49.0,38.0,3.0,7.0,65.0,2.0,1.44,1.12,2.56,1.35,2.47,37.9,32.5,1.12,0.95,34.0,34.0,3060.0,38.0,1.12,144.0,106.0,78.5,18.0,8.0,8.0,13.0,38.2,7.0,7.0,0.0,0.0,34.0,0.0,6.0,0.0,44.2,0.26,6.2,0.18,288.0,713.0,40.4,1312.0,137.0,45.1,36.6,180.0,67.2,50.0,481.0,51.0,10.6,36.0,1.06,13.8,113.0,5.0,30.2,3.32,0.12,0.41,0.09,11.1,13.5,10312.0,14418.0,71.5,197596.0,82612.0,4140.0,5021.0,82.5,4555.0,5629.0,80.9,1359.0,2892.0,47.0,272.0,878.0,255.0,115.0,1012.0,12762.0,1594.0,378.0,26.0,46.0,708.0,165.0,78.0,60.0,0.0,763.0,62.0,329.0,650.0,19.12,469.0,67.0,32.0,43.0,86.0,2.53,56.0,11.0,5.0,9.0,2.0,494.0,278.0,217.0,216.0,61.0,356.0,101.0,255.0,262.0,704.0,6.0,17952.0,2108.0,6656.0,7246.0,4222.0,622.0,17945.0,9245.0,375.0,228.0,90.0,10177.0,435.0,244.0,1.0,445.0,345.0,62.0,4.0,7.0,0.0,1833.0,767.0,755.0,50.4
Werder Bremen,25.0,49.3,34.0,374.0,3060.0,50.0,37.0,5.0,6.0,76.0,1.0,1.47,1.09,2.56,1.32,2.41,41.1,36.4,1.21,1.07,34.0,34.0,3060.0,64.0,1.88,184.0,121.0,66.3,10.0,6.0,18.0,4.0,11.8,3.0,2.0,1.0,0.0,34.0,0.0,6.0,2.0,55.1,0.29,-6.9,-0.2,214.0,530.0,40.4,942.0,165.0,40.7,36.5,291.0,50.5,43.2,496.0,25.0,5.0,42.0,1.24,15.0,136.0,18.0,37.5,4.0,0.12,0.33,0.1,8.9,8.6,12443.0,16554.0,75.2,236998.0,93050.0,5048.0,6006.0,84.0,5399.0,6523.0,82.8,1688.0,3071.0,55.0,274.0,922.0,274.0,66.0,1140.0,14903.0,1586.0,449.0,39.0,164.0,514.0,109.0,27.0,53.0,1.0,639.0,65.0,324.0,649.0,19.09,502.0,46.0,25.0,41.0,90.0,2.65,71.0,6.0,4.0,6.0,0.0,595.0,349.0,269.0,273.0,53.0,371.0,103.0,268.0,321.0,789.0,7.0,20465.0,2390.0,7294.0,9382.0,3965.0,671.0,20459.0,10736.0,412.0,317.0,104.0,12329.0,503.0,246.0,0.0,426.0,369.0,65.0,3.0,3.0,2.0,1987.0,631.0,622.0,50.4
Wolfsburg,28.0,50.6,34.0,374.0,3060.0,55.0,44.0,4.0,7.0,63.0,0.0,1.62,1.29,2.91,1.5,2.79,51.3,45.8,1.51,1.35,34.0,34.0,3060.0,48.0,1.41,147.0,101.0,70.1,13.0,10.0,11.0,12.0,35.3,7.0,4.0,1.0,2.0,34.0,0.0,5.0,3.0,43.9,0.27,-1.1,-0.03,257.0,588.0,43.7,1326.0,183.0,33.3,33.7,258.0,57.0,47.5,489.0,29.0,5.9,51.0,1.5,16.5,139.0,11.0,34.7,4.09,0.13,0.37,0.12,3.7,5.2,12571.0,16129.0,77.9,245765.0,94282.0,4610.0,5453.0,84.5,6097.0,7016.0,86.9,1638.0,2876.0,57.0,303.0,1009.0,272.0,67.0,1306.0,14311.0,1768.0,544.0,38.0,133.0,568.0,153.0,107.0,38.0,0.0,696.0,50.0,315.0,713.0,20.97,510.0,63.0,46.0,47.0,102.0,3.0,75.0,7.0,5.0,9.0,0.0,543.0,324.0,255.0,206.0,82.0,443.0,116.0,327.0,290.0,701.0,9.0,20053.0,2304.0,7013.0,8781.0,4423.0,694.0,20046.0,11350.0,455.0,301.0,103.0,12444.0,560.0,272.0,0.0,390.0,451.0,50.0,6.0,7.0,3.0,1800.0,525.0,546.0,49.0
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 34.0 41.7 34.0 374.0 3060.0 41.0 29.0 4.0 5.0 96.0 5.0 1.21 0.85 2.06 1.09 1.94 34.7 30.9 1.02 0.91 34.0 34.0 3060.0 63.0 1.85 201.0 138.0 69.2 9.0 7.0 18.0 6.0 17.6 4.0 1.0 2.0 1.0 34.0 2.0 4.0 2.0 63.4 0.31 2.4 0.07 262.0 677.0 38.7 1330.0 175.0 34.7 34.1 330.0 65.2 49.9 539.0 31.0 5.8 67.0 1.97 16.7 101.0 14.0 28.5 2.97 0.1 0.37 0.09 6.3 6.1 8422.0 12742.0 66.1 169408.0 75215.0 3104.0 4032.0 77.0 3844.0 5050.0 76.1 1253.0 2819.0 44.4 240.0 662.0 191.0 44.0 847.0 10915.0 1769.0 428.0 30.0 73.0 548.0 166.0 78.0 81.0 1.0 745.0 58.0 332.0 578.0 17.0 383.0 76.0 42.0 37.0 70.0 2.06 42.0 6.0 10.0 5.0 4.0 522.0 299.0 251.0 202.0 69.0 429.0 126.0 303.0 286.0 755.0 14.0 16605.0 2549.0 6859.0 6322.0 3604.0 574.0 16600.0 7744.0 331.0 241.0 70.0 8309.0 490.0 266.0 2.0 433.0 356.0 58.0 3.0 4.0 2.0 1792.0 640.0 777.0 45.2
3 Bayern Munich 28.0 64.2 34.0 374.0 3060.0 90.0 67.0 3.0 5.0 49.0 3.0 2.65 1.97 4.62 2.56 4.53 75.0 71.0 2.2 2.09 34.0 34.0 3060.0 38.0 1.12 107.0 68.0 72.9 21.0 8.0 5.0 11.0 32.4 10.0 9.0 1.0 0.0 34.0 1.0 2.0 0.0 40.8 0.3 2.8 0.08 96.0 223.0 43.0 1198.0 185.0 15.9 25.8 185.0 17.8 26.3 349.0 18.0 5.2 54.0 1.59 17.7 251.0 10.0 40.2 7.38 0.14 0.35 0.12 15.0 16.0 19404.0 22716.0 85.4 335478.0 115394.0 8781.0 9678.0 90.7 8580.0 9490.0 90.4 1653.0 2553.0 64.7 488.0 1561.0 474.0 70.0 2041.0 21104.0 1528.0 378.0 78.0 115.0 603.0 229.0 92.0 106.0 4.0 657.0 84.0 312.0 1094.0 32.18 841.0 63.0 78.0 24.0 153.0 4.5 114.0 2.0 16.0 5.0 4.0 623.0 387.0 263.0 258.0 102.0 381.0 77.0 304.0 287.0 477.0 19.0 26741.0 2210.0 7657.0 12339.0 6998.0 1185.0 26736.0 17141.0 863.0 577.0 286.0 19261.0 601.0 354.0 2.0 306.0 335.0 84.0 5.0 10.0 0.0 2085.0 471.0 381.0 55.3
4 Bochum 26.0 46.1 34.0 374.0 3060.0 37.0 28.0 3.0 3.0 64.0 1.0 1.09 0.82 1.91 1.0 1.82 40.0 37.7 1.18 1.11 34.0 34.0 3060.0 72.0 2.12 200.0 128.0 68.0 10.0 5.0 19.0 5.0 14.7 14.0 8.0 3.0 3.0 34.0 2.0 9.0 3.0 69.0 0.3 0.0 0.0 554.0 1175.0 47.1 1489.0 83.0 66.8 35.1 261.0 69.0 50.6 536.0 31.0 5.8 121.0 3.56 22.2 127.0 11.0 32.0 3.74 0.09 0.27 0.1 -3.0 -3.7 9209.0 13549.0 68.0 185905.0 86106.0 3742.0 4704.0 79.5 3734.0 4954.0 75.4 1534.0 3145.0 48.8 289.0 856.0 225.0 73.0 1022.0 11775.0 1708.0 412.0 31.0 72.0 568.0 141.0 65.0 53.0 1.0 768.0 66.0 278.0 678.0 19.94 464.0 92.0 41.0 46.0 67.0 1.97 44.0 10.0 4.0 5.0 0.0 626.0 386.0 301.0 247.0 78.0 402.0 118.0 284.0 337.0 776.0 13.0 17478.0 2270.0 6243.0 7442.0 3956.0 661.0 17475.0 7951.0 350.0 274.0 86.0 9060.0 500.0 258.0 0.0 429.0 354.0 66.0 3.0 14.0 3.0 1991.0 770.0 737.0 51.1
5 Dortmund 30.0 58.2 34.0 374.0 3060.0 81.0 61.0 4.0 6.0 66.0 0.0 2.38 1.79 4.18 2.26 4.06 71.1 66.5 2.09 1.96 34.0 34.0 3060.0 44.0 1.29 151.0 108.0 71.5 22.0 5.0 7.0 12.0 35.3 1.0 1.0 0.0 0.0 34.0 0.0 7.0 1.0 41.7 0.28 -1.3 -0.04 124.0 312.0 39.7 1133.0 157.0 19.8 28.5 236.0 37.3 36.2 386.0 23.0 6.0 55.0 1.62 17.8 219.0 20.0 39.2 6.44 0.14 0.35 0.12 9.9 10.5 16445.0 19889.0 82.7 290786.0 100043.0 7277.0 8180.0 89.0 6704.0 7585.0 88.4 1853.0 2872.0 64.5 423.0 1265.0 341.0 78.0 1628.0 18132.0 1716.0 475.0 44.0 213.0 677.0 227.0 73.0 112.0 4.0 699.0 41.0 376.0 1014.0 29.82 735.0 74.0 72.0 41.0 144.0 4.24 102.0 5.0 10.0 8.0 3.0 580.0 334.0 246.0 241.0 93.0 382.0 95.0 287.0 298.0 491.0 9.0 23758.0 2099.0 7166.0 10816.0 6011.0 944.0 23752.0 14458.0 783.0 514.0 205.0 16318.0 483.0 356.0 0.0 322.0 407.0 41.0 6.0 1.0 1.0 1958.0 425.0 364.0 53.9
6 Eint Frankfurt 28.0 52.9 34.0 374.0 3060.0 56.0 33.0 6.0 6.0 71.0 1.0 1.65 0.97 2.62 1.47 2.44 52.1 47.4 1.53 1.39 34.0 34.0 3060.0 52.0 1.53 135.0 84.0 63.0 13.0 11.0 10.0 6.0 17.6 2.0 2.0 0.0 0.0 34.0 1.0 8.0 1.0 43.3 0.31 -7.7 -0.23 81.0 329.0 24.6 685.0 135.0 38.2 34.6 223.0 30.0 33.8 416.0 18.0 4.3 25.0 0.74 14.3 132.0 14.0 33.1 3.88 0.13 0.38 0.12 3.9 2.6 13930.0 17975.0 77.5 240605.0 87723.0 6239.0 7247.0 86.1 6164.0 7319.0 84.2 1196.0 2423.0 49.4 289.0 1003.0 263.0 64.0 1372.0 16179.0 1726.0 437.0 46.0 70.0 616.0 189.0 99.0 50.0 1.0 786.0 70.0 383.0 711.0 20.91 507.0 62.0 47.0 35.0 95.0 2.79 64.0 2.0 11.0 8.0 0.0 562.0 357.0 244.0 248.0 70.0 415.0 88.0 327.0 284.0 687.0 5.0 21945.0 2034.0 6815.0 10478.0 4867.0 850.0 21939.0 12138.0 632.0 431.0 220.0 13832.0 533.0 293.0 1.0 429.0 377.0 70.0 6.0 2.0 1.0 2088.0 467.0 555.0 45.7
7 Freiburg 27.0 48.1 34.0 374.0 3060.0 51.0 34.0 7.0 8.0 62.0 2.0 1.5 1.0 2.5 1.29 2.29 48.0 41.6 1.41 1.22 34.0 34.0 3060.0 44.0 1.29 150.0 106.0 74.0 17.0 8.0 9.0 13.0 38.2 6.0 5.0 0.0 1.0 34.0 0.0 4.0 0.0 46.4 0.28 2.4 0.07 271.0 665.0 40.8 1231.0 121.0 40.2 37.6 231.0 73.6 58.0 434.0 32.0 7.4 43.0 1.26 15.0 167.0 16.0 40.4 4.91 0.11 0.26 0.11 3.0 2.4 11653.0 15533.0 75.0 224503.0 85849.0 4532.0 5503.0 82.4 5212.0 6241.0 83.5 1565.0 2829.0 55.3 288.0 884.0 237.0 67.0 1039.0 13934.0 1542.0 454.0 24.0 116.0 547.0 141.0 82.0 44.0 0.0 603.0 57.0 307.0 724.0 21.29 499.0 87.0 51.0 45.0 87.0 2.56 57.0 11.0 7.0 9.0 0.0 498.0 289.0 223.0 211.0 64.0 375.0 106.0 269.0 325.0 612.0 10.0 19065.0 2247.0 6546.0 8366.0 4295.0 722.0 19057.0 10112.0 427.0 297.0 108.0 11445.0 444.0 240.0 1.0 404.0 424.0 57.0 7.0 6.0 0.0 1754.0 743.0 686.0 52.0
8 Hertha BSC 32.0 42.0 34.0 374.0 3060.0 42.0 23.0 7.0 7.0 82.0 1.0 1.24 0.68 1.91 1.03 1.71 39.4 33.9 1.16 1.0 34.0 34.0 3060.0 69.0 2.03 170.0 100.0 62.4 7.0 8.0 19.0 3.0 8.8 6.0 5.0 1.0 0.0 34.0 4.0 8.0 0.0 60.4 0.33 -8.6 -0.25 209.0 599.0 34.9 999.0 172.0 42.1 35.8 248.0 71.8 53.7 504.0 33.0 6.5 70.0 2.06 18.6 121.0 11.0 32.1 3.56 0.09 0.29 0.09 2.6 1.1 8876.0 12800.0 69.3 165190.0 72608.0 3726.0 4615.0 80.7 3761.0 4869.0 77.2 1117.0 2467.0 45.3 247.0 665.0 161.0 42.0 914.0 11022.0 1720.0 468.0 28.0 100.0 516.0 147.0 45.0 79.0 0.0 756.0 58.0 292.0 652.0 19.18 436.0 65.0 38.0 42.0 70.0 2.06 49.0 4.0 3.0 9.0 0.0 576.0 344.0 307.0 215.0 54.0 416.0 132.0 284.0 366.0 797.0 8.0 17023.0 2095.0 6263.0 7457.0 3531.0 612.0 17016.0 8139.0 413.0 269.0 132.0 8796.0 521.0 301.0 1.0 422.0 394.0 58.0 4.0 6.0 0.0 1835.0 633.0 701.0 47.5
9 Hoffenheim 31.0 48.3 34.0 374.0 3060.0 46.0 30.0 7.0 9.0 80.0 5.0 1.35 0.88 2.24 1.15 2.03 48.0 41.1 1.41 1.21 34.0 34.0 3060.0 57.0 1.68 161.0 105.0 65.8 10.0 6.0 18.0 5.0 14.7 3.0 2.0 0.0 1.0 34.0 1.0 11.0 1.0 50.4 0.31 -5.6 -0.16 206.0 525.0 39.2 1164.0 168.0 35.3 33.6 249.0 45.8 39.3 529.0 43.0 8.1 43.0 1.26 13.4 130.0 16.0 32.7 3.82 0.1 0.3 0.1 -2.0 -2.1 11754.0 15564.0 75.5 218184.0 88463.0 4941.0 5830.0 84.8 5108.0 6136.0 83.2 1405.0 2668.0 52.7 294.0 928.0 260.0 77.0 1175.0 13750.0 1736.0 418.0 17.0 119.0 577.0 161.0 45.0 74.0 4.0 784.0 78.0 323.0 719.0 21.15 513.0 65.0 36.0 47.0 83.0 2.44 57.0 3.0 7.0 6.0 1.0 543.0 323.0 254.0 231.0 58.0 428.0 119.0 309.0 285.0 665.0 8.0 19434.0 2364.0 6926.0 8417.0 4271.0 705.0 19425.0 10627.0 457.0 330.0 138.0 11634.0 551.0 258.0 3.0 471.0 368.0 78.0 7.0 3.0 1.0 1843.0 550.0 557.0 49.7
10 Köln 27.0 49.9 34.0 374.0 3060.0 46.0 31.0 4.0 4.0 75.0 3.0 1.35 0.91 2.26 1.24 2.15 47.9 44.7 1.41 1.32 34.0 34.0 3060.0 54.0 1.59 129.0 77.0 61.2 10.0 12.0 12.0 6.0 17.6 5.0 4.0 1.0 0.0 34.0 4.0 4.0 3.0 42.3 0.3 -8.7 -0.26 154.0 404.0 38.1 1203.0 117.0 28.8 31.3 185.0 31.4 33.9 468.0 19.0 4.1 22.0 0.65 13.4 146.0 6.0 35.4 4.29 0.1 0.29 0.11 -1.9 -2.7 12242.0 16367.0 74.8 229690.0 84892.0 4634.0 5485.0 84.5 6017.0 7208.0 83.5 1352.0 2725.0 49.6 307.0 840.0 259.0 84.0 1247.0 14542.0 1757.0 409.0 20.0 62.0 790.0 205.0 87.0 81.0 0.0 811.0 68.0 409.0 705.0 20.74 505.0 78.0 50.0 27.0 78.0 2.29 57.0 4.0 7.0 5.0 0.0 615.0 370.0 287.0 263.0 65.0 423.0 99.0 324.0 372.0 716.0 5.0 20320.0 2232.0 7198.0 8697.0 4630.0 751.0 20316.0 11017.0 522.0 383.0 117.0 12123.0 485.0 287.0 3.0 400.0 352.0 68.0 2.0 5.0 3.0 2022.0 659.0 608.0 52.0
11 Leverkusen 27.0 52.0 34.0 374.0 3060.0 57.0 44.0 5.0 7.0 75.0 7.0 1.68 1.29 2.97 1.53 2.82 51.4 46.0 1.51 1.35 34.0 34.0 3059.0 49.0 1.44 146.0 99.0 71.2 14.0 8.0 12.0 9.0 26.5 7.0 7.0 0.0 0.0 34.0 1.0 5.0 2.0 42.7 0.25 -4.3 -0.13 121.0 384.0 31.5 940.0 155.0 31.0 32.0 206.0 45.1 38.5 410.0 28.0 6.8 27.0 0.79 14.0 160.0 16.0 37.0 4.71 0.12 0.33 0.11 5.6 6.0 14683.0 18206.0 80.6 247352.0 87593.0 7075.0 8019.0 88.2 5908.0 6837.0 86.4 1279.0 2372.0 53.9 349.0 926.0 230.0 48.0 1243.0 16529.0 1626.0 468.0 59.0 72.0 461.0 139.0 66.0 49.0 0.0 678.0 51.0 298.0 792.0 23.29 576.0 59.0 47.0 42.0 105.0 3.09 72.0 3.0 4.0 8.0 3.0 494.0 280.0 242.0 206.0 46.0 358.0 99.0 259.0 294.0 599.0 12.0 21877.0 2184.0 7160.0 10575.0 4338.0 702.0 21870.0 12070.0 678.0 469.0 187.0 14558.0 524.0 327.0 3.0 382.0 409.0 51.0 6.0 7.0 2.0 1918.0 430.0 492.0 46.6
12 M'Gladbach 27.0 53.7 34.0 374.0 3060.0 52.0 39.0 4.0 6.0 62.0 3.0 1.53 1.15 2.68 1.41 2.56 52.1 47.5 1.53 1.4 34.0 34.0 3060.0 55.0 1.62 180.0 126.0 72.8 11.0 10.0 13.0 9.0 26.5 6.0 6.0 0.0 0.0 34.0 1.0 4.0 1.0 57.7 0.3 3.7 0.11 141.0 461.0 30.6 1490.0 174.0 24.6 29.3 274.0 34.3 34.3 529.0 28.0 5.3 41.0 1.21 14.3 166.0 12.0 41.2 4.88 0.12 0.29 0.12 -0.1 0.5 15516.0 18854.0 82.3 267610.0 95706.0 7012.0 7776.0 90.2 6828.0 7668.0 89.0 1280.0 2371.0 54.0 327.0 885.0 247.0 50.0 1168.0 17035.0 1747.0 532.0 64.0 60.0 441.0 151.0 60.0 73.0 1.0 684.0 72.0 384.0 725.0 21.32 509.0 89.0 43.0 40.0 81.0 2.38 60.0 7.0 7.0 3.0 0.0 497.0 275.0 274.0 171.0 52.0 405.0 104.0 301.0 267.0 728.0 7.0 22583.0 2744.0 8415.0 10217.0 4133.0 720.0 22577.0 13046.0 518.0 396.0 143.0 15408.0 493.0 304.0 1.0 338.0 447.0 72.0 3.0 6.0 1.0 1718.0 415.0 419.0 49.8
13 Mainz 05 27.0 44.8 34.0 374.0 3060.0 54.0 35.0 4.0 6.0 69.0 1.0 1.59 1.03 2.62 1.47 2.5 47.1 42.4 1.39 1.25 34.0 34.0 3060.0 55.0 1.62 153.0 95.0 66.7 12.0 10.0 12.0 7.0 20.6 8.0 4.0 3.0 1.0 34.0 1.0 5.0 0.0 48.9 0.28 -6.1 -0.18 208.0 613.0 33.9 898.0 184.0 48.2 39.2 248.0 72.6 54.2 479.0 60.0 12.5 61.0 1.79 16.6 152.0 17.0 36.7 4.47 0.12 0.33 0.11 6.9 7.6 10075.0 14492.0 69.5 186572.0 81107.0 4418.0 5434.0 81.3 4059.0 5270.0 77.0 1293.0 2828.0 45.7 278.0 872.0 270.0 80.0 1155.0 12764.0 1654.0 365.0 25.0 97.0 610.0 155.0 96.0 49.0 0.0 795.0 74.0 356.0 696.0 20.47 483.0 77.0 54.0 38.0 84.0 2.47 51.0 9.0 13.0 6.0 2.0 547.0 341.0 268.0 206.0 73.0 419.0 98.0 321.0 433.0 673.0 9.0 18471.0 1946.0 6200.0 8219.0 4257.0 780.0 18465.0 9265.0 364.0 275.0 106.0 9946.0 552.0 251.0 0.0 476.0 334.0 74.0 5.0 8.0 0.0 2081.0 740.0 703.0 51.3
14 RB Leipzig 25.0 58.1 34.0 374.0 3060.0 64.0 39.0 6.0 7.0 69.0 2.0 1.88 1.15 3.03 1.71 2.85 62.7 57.4 1.84 1.69 34.0 34.0 3060.0 41.0 1.21 106.0 66.0 67.9 20.0 6.0 8.0 10.0 29.4 8.0 7.0 1.0 0.0 34.0 0.0 5.0 2.0 38.8 0.3 -0.2 -0.01 81.0 259.0 31.3 1247.0 172.0 16.2 26.0 207.0 27.5 30.4 377.0 23.0 6.1 49.0 1.44 17.2 182.0 18.0 36.6 5.35 0.12 0.32 0.12 1.3 0.6 16911.0 20529.0 82.4 297606.0 99659.0 7461.0 8392.0 88.9 7606.0 8572.0 88.7 1511.0 2537.0 59.6 376.0 1237.0 320.0 53.0 1450.0 18813.0 1636.0 437.0 99.0 120.0 489.0 167.0 50.0 74.0 2.0 748.0 80.0 400.0 874.0 25.71 629.0 70.0 63.0 46.0 108.0 3.18 76.0 5.0 10.0 9.0 2.0 534.0 312.0 237.0 231.0 66.0 428.0 94.0 334.0 310.0 552.0 3.0 24322.0 2220.0 7782.0 11436.0 5327.0 834.0 24315.0 15273.0 599.0 440.0 168.0 16801.0 525.0 316.0 1.0 393.0 402.0 80.0 5.0 8.0 2.0 1966.0 440.0 433.0 50.4
15 Schalke 04 35.0 46.0 34.0 374.0 3060.0 32.0 24.0 4.0 5.0 68.0 1.0 0.94 0.71 1.65 0.82 1.53 39.6 35.9 1.16 1.06 34.0 34.0 3060.0 71.0 2.09 193.0 123.0 65.8 7.0 10.0 17.0 7.0 20.6 6.0 5.0 0.0 1.0 34.0 1.0 7.0 1.0 58.2 0.28 -11.8 -0.35 279.0 658.0 42.4 1034.0 129.0 45.9 37.9 257.0 71.2 53.2 483.0 18.0 3.7 32.0 0.94 13.5 123.0 19.0 29.2 3.62 0.07 0.23 0.09 -7.6 -7.9 9234.0 13360.0 69.1 182759.0 80288.0 3511.0 4414.0 79.5 4162.0 5223.0 79.7 1331.0 2803.0 47.5 282.0 698.0 250.0 110.0 934.0 11517.0 1773.0 445.0 29.0 62.0 764.0 169.0 79.0 77.0 4.0 786.0 70.0 351.0 715.0 21.03 487.0 92.0 51.0 48.0 56.0 1.65 38.0 6.0 2.0 7.0 1.0 542.0 329.0 240.0 246.0 56.0 397.0 110.0 287.0 306.0 723.0 12.0 17260.0 2252.0 6541.0 7024.0 3912.0 677.0 17255.0 8384.0 415.0 295.0 66.0 9126.0 513.0 274.0 0.0 427.0 391.0 70.0 3.0 6.0 1.0 1896.0 692.0 739.0 48.4
16 Stuttgart 30.0 50.2 34.0 374.0 3060.0 45.0 34.0 5.0 5.0 72.0 5.0 1.32 1.0 2.32 1.18 2.18 47.6 43.7 1.4 1.28 34.0 34.0 3060.0 57.0 1.68 146.0 90.0 65.1 7.0 12.0 15.0 2.0 5.9 6.0 6.0 0.0 0.0 34.0 2.0 6.0 1.0 47.3 0.29 -8.7 -0.26 153.0 341.0 44.9 1102.0 184.0 23.9 28.5 224.0 34.8 35.3 463.0 18.0 3.9 43.0 1.26 17.2 140.0 14.0 30.6 4.12 0.09 0.29 0.1 -2.6 -3.7 13460.0 16987.0 79.2 253792.0 92829.0 5463.0 6341.0 86.2 6101.0 7070.0 86.3 1637.0 2756.0 59.4 361.0 970.0 260.0 78.0 1278.0 15298.0 1633.0 450.0 37.0 188.0 597.0 156.0 57.0 83.0 0.0 711.0 56.0 310.0 810.0 23.82 561.0 85.0 54.0 46.0 83.0 2.44 64.0 3.0 4.0 5.0 2.0 528.0 316.0 255.0 207.0 66.0 421.0 113.0 308.0 308.0 666.0 10.0 20930.0 2407.0 7525.0 9226.0 4438.0 738.0 20925.0 11707.0 609.0 440.0 161.0 13345.0 563.0 336.0 4.0 346.0 407.0 56.0 4.0 6.0 1.0 1989.0 547.0 470.0 53.8
17 Union Berlin 28.0 43.8 34.0 374.0 3060.0 49.0 38.0 3.0 7.0 65.0 2.0 1.44 1.12 2.56 1.35 2.47 37.9 32.5 1.12 0.95 34.0 34.0 3060.0 38.0 1.12 144.0 106.0 78.5 18.0 8.0 8.0 13.0 38.2 7.0 7.0 0.0 0.0 34.0 0.0 6.0 0.0 44.2 0.26 6.2 0.18 288.0 713.0 40.4 1312.0 137.0 45.1 36.6 180.0 67.2 50.0 481.0 51.0 10.6 36.0 1.06 13.8 113.0 5.0 30.2 3.32 0.12 0.41 0.09 11.1 13.5 10312.0 14418.0 71.5 197596.0 82612.0 4140.0 5021.0 82.5 4555.0 5629.0 80.9 1359.0 2892.0 47.0 272.0 878.0 255.0 115.0 1012.0 12762.0 1594.0 378.0 26.0 46.0 708.0 165.0 78.0 60.0 0.0 763.0 62.0 329.0 650.0 19.12 469.0 67.0 32.0 43.0 86.0 2.53 56.0 11.0 5.0 9.0 2.0 494.0 278.0 217.0 216.0 61.0 356.0 101.0 255.0 262.0 704.0 6.0 17952.0 2108.0 6656.0 7246.0 4222.0 622.0 17945.0 9245.0 375.0 228.0 90.0 10177.0 435.0 244.0 1.0 445.0 345.0 62.0 4.0 7.0 0.0 1833.0 767.0 755.0 50.4
18 Werder Bremen 25.0 49.3 34.0 374.0 3060.0 50.0 37.0 5.0 6.0 76.0 1.0 1.47 1.09 2.56 1.32 2.41 41.1 36.4 1.21 1.07 34.0 34.0 3060.0 64.0 1.88 184.0 121.0 66.3 10.0 6.0 18.0 4.0 11.8 3.0 2.0 1.0 0.0 34.0 0.0 6.0 2.0 55.1 0.29 -6.9 -0.2 214.0 530.0 40.4 942.0 165.0 40.7 36.5 291.0 50.5 43.2 496.0 25.0 5.0 42.0 1.24 15.0 136.0 18.0 37.5 4.0 0.12 0.33 0.1 8.9 8.6 12443.0 16554.0 75.2 236998.0 93050.0 5048.0 6006.0 84.0 5399.0 6523.0 82.8 1688.0 3071.0 55.0 274.0 922.0 274.0 66.0 1140.0 14903.0 1586.0 449.0 39.0 164.0 514.0 109.0 27.0 53.0 1.0 639.0 65.0 324.0 649.0 19.09 502.0 46.0 25.0 41.0 90.0 2.65 71.0 6.0 4.0 6.0 0.0 595.0 349.0 269.0 273.0 53.0 371.0 103.0 268.0 321.0 789.0 7.0 20465.0 2390.0 7294.0 9382.0 3965.0 671.0 20459.0 10736.0 412.0 317.0 104.0 12329.0 503.0 246.0 0.0 426.0 369.0 65.0 3.0 3.0 2.0 1987.0 631.0 622.0 50.4
19 Wolfsburg 28.0 50.6 34.0 374.0 3060.0 55.0 44.0 4.0 7.0 63.0 0.0 1.62 1.29 2.91 1.5 2.79 51.3 45.8 1.51 1.35 34.0 34.0 3060.0 48.0 1.41 147.0 101.0 70.1 13.0 10.0 11.0 12.0 35.3 7.0 4.0 1.0 2.0 34.0 0.0 5.0 3.0 43.9 0.27 -1.1 -0.03 257.0 588.0 43.7 1326.0 183.0 33.3 33.7 258.0 57.0 47.5 489.0 29.0 5.9 51.0 1.5 16.5 139.0 11.0 34.7 4.09 0.13 0.37 0.12 3.7 5.2 12571.0 16129.0 77.9 245765.0 94282.0 4610.0 5453.0 84.5 6097.0 7016.0 86.9 1638.0 2876.0 57.0 303.0 1009.0 272.0 67.0 1306.0 14311.0 1768.0 544.0 38.0 133.0 568.0 153.0 107.0 38.0 0.0 696.0 50.0 315.0 713.0 20.97 510.0 63.0 46.0 47.0 102.0 3.0 75.0 7.0 5.0 9.0 0.0 543.0 324.0 255.0 206.0 82.0 443.0 116.0 327.0 290.0 701.0 9.0 20053.0 2304.0 7013.0 8781.0 4423.0 694.0 20046.0 11350.0 455.0 301.0 103.0 12444.0 560.0 272.0 0.0 390.0 451.0 50.0 6.0 7.0 3.0 1800.0 525.0 546.0 49.0