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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_2020-2021_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,26.0,42.3,34.0,374.0,3060.0,23.0,16.0,1.0,2.0,52.0,1.0,0.68,0.47,1.15,0.65,1.12,32.9,31.3,0.97,0.92,34.0,34.0,3060.0,52.0,1.53,170.0,118.0,72.4,9.0,8.0,17.0,11.0,32.4,6.0,5.0,1.0,0.0,34.0,0.0,5.0,1.0,54.1,0.29,3.1,0.09,436.0,938.0,46.5,1698.0,121.0,45.9,31.4,250.0,63.2,49.1,525.0,17.0,3.2,44.0,1.29,16.8,100.0,14.0,30.2,2.94,0.07,0.22,0.1,-9.9,-9.3,10582.0,14604.0,72.5,214163.0,88686.0,3914.0,4823.0,81.2,4806.0,5879.0,81.7,1610.0,3097.0,52.0,229.0,795.0,172.0,50.0,880.0,12895.0,1660.0,493.0,13.0,114.0,471.0,118.0,54.0,43.0,1.0,714.0,49.0,274.0,558.0,16.41,371.0,60.0,27.0,48.0,38.0,1.12,27.0,2.0,2.0,2.0,1.0,552.0,328.0,268.0,229.0,55.0,393.0,122.0,271.0,418.0,739.0,9.0,18394.0,2538.0,7581.0,7559.0,3417.0,529.0,18392.0,9625.0,358.0,224.0,71.0,10498.0,557.0,262.0,0.0,390.0,417.0,49.0,2.0,6.0,1.0,1725.0,740.0,711.0,51.0
Augsburg,25.0,41.4,34.0,374.0,3060.0,35.0,23.0,2.0,5.0,70.0,4.0,1.03,0.68,1.71,0.97,1.65,37.3,33.4,1.1,0.98,34.0,34.0,3060.0,54.0,1.59,178.0,126.0,73.0,10.0,6.0,18.0,7.0,20.6,9.0,6.0,1.0,2.0,34.0,0.0,2.0,3.0,53.2,0.26,2.2,0.07,193.0,565.0,34.2,1087.0,214.0,36.6,34.1,297.0,56.2,44.7,619.0,33.0,5.3,36.0,1.06,16.0,108.0,10.0,32.5,3.18,0.1,0.31,0.1,-2.3,-0.4,10257.0,14168.0,72.4,193960.0,77974.0,4167.0,5063.0,82.3,4515.0,5469.0,82.6,1322.0,2716.0,48.7,245.0,691.0,182.0,56.0,987.0,12411.0,1690.0,497.0,17.0,114.0,500.0,121.0,69.0,38.0,0.0,690.0,67.0,337.0,566.0,16.65,377.0,65.0,28.0,44.0,57.0,1.68,40.0,4.0,5.0,4.0,0.0,509.0,308.0,251.0,211.0,47.0,395.0,116.0,279.0,454.0,852.0,8.0,18181.0,2500.0,7266.0,7815.0,3296.0,496.0,18176.0,9465.0,431.0,344.0,79.0,10183.0,557.0,321.0,3.0,395.0,403.0,67.0,3.0,9.0,3.0,1802.0,559.0,688.0,44.8
Bayern Munich,29.0,60.7,34.0,374.0,3060.0,98.0,75.0,9.0,10.0,44.0,3.0,2.88,2.21,5.09,2.62,4.82,75.9,68.1,2.23,2.0,34.0,34.0,3060.0,44.0,1.29,127.0,82.0,66.1,24.0,6.0,4.0,9.0,26.5,3.0,1.0,1.0,1.0,34.0,0.0,6.0,0.0,45.4,0.35,1.4,0.04,124.0,259.0,47.9,1159.0,190.0,20.3,28.6,194.0,12.4,26.9,361.0,6.0,1.7,105.0,3.09,23.3,219.0,9.0,38.3,6.44,0.16,0.41,0.12,22.1,20.9,18358.0,22039.0,83.3,327421.0,111389.0,7794.0,8735.0,89.2,7997.0,9011.0,88.7,1993.0,3021.0,66.0,461.0,1578.0,464.0,113.0,2084.0,20252.0,1713.0,477.0,23.0,160.0,828.0,237.0,108.0,86.0,0.0,727.0,74.0,370.0,1040.0,30.59,823.0,67.0,55.0,27.0,171.0,5.03,134.0,8.0,8.0,7.0,1.0,510.0,316.0,174.0,231.0,105.0,388.0,75.0,313.0,399.0,398.0,10.0,25817.0,1855.0,6669.0,12031.0,7356.0,1178.0,25807.0,15272.0,829.0,613.0,216.0,18243.0,656.0,349.0,0.0,317.0,374.0,74.0,7.0,3.0,0.0,2050.0,430.0,409.0,51.3
Dortmund,26.0,59.6,34.0,374.0,3060.0,74.0,57.0,3.0,7.0,44.0,1.0,2.18,1.68,3.85,2.09,3.76,66.2,60.4,1.95,1.78,34.0,34.0,3060.0,46.0,1.35,136.0,91.0,70.6,20.0,4.0,10.0,11.0,32.4,6.0,6.0,0.0,0.0,34.0,0.0,7.0,1.0,43.4,0.28,-1.6,-0.05,137.0,321.0,42.7,945.0,179.0,24.3,29.3,233.0,39.1,37.3,363.0,12.0,3.3,21.0,0.62,14.1,184.0,14.0,37.7,5.41,0.15,0.39,0.12,7.8,10.6,18812.0,22396.0,84.0,330898.0,107300.0,8274.0,9247.0,89.5,8007.0,8942.0,89.5,1936.0,2917.0,66.4,389.0,1374.0,401.0,45.0,1745.0,20771.0,1556.0,396.0,41.0,150.0,532.0,173.0,65.0,73.0,0.0,674.0,69.0,316.0,879.0,25.85,655.0,61.0,46.0,47.0,131.0,3.85,99.0,7.0,7.0,5.0,2.0,516.0,319.0,221.0,210.0,85.0,379.0,95.0,284.0,411.0,472.0,12.0,25939.0,2072.0,7088.0,12665.0,6400.0,1004.0,25932.0,15275.0,763.0,558.0,211.0,18713.0,532.0,294.0,1.0,359.0,373.0,69.0,6.0,6.0,1.0,2023.0,432.0,350.0,55.2
Eint Frankfurt,25.0,53.7,34.0,374.0,3060.0,63.0,52.0,8.0,8.0,82.0,1.0,1.85,1.53,3.38,1.62,3.15,58.5,52.2,1.72,1.54,34.0,34.0,3060.0,53.0,1.56,156.0,104.0,68.6,16.0,12.0,6.0,4.0,11.8,6.0,4.0,1.0,1.0,34.0,1.0,5.0,2.0,45.4,0.26,-5.6,-0.17,226.0,591.0,38.2,1121.0,172.0,41.3,34.5,275.0,46.5,41.0,473.0,15.0,3.2,53.0,1.56,15.5,162.0,12.0,36.7,4.76,0.12,0.34,0.12,4.5,2.8,14241.0,18424.0,77.3,253275.0,99451.0,6399.0,7455.0,85.8,6095.0,7255.0,84.0,1446.0,2758.0,52.4,361.0,1143.0,301.0,103.0,1548.0,16631.0,1724.0,440.0,20.0,86.0,776.0,206.0,79.0,78.0,0.0,714.0,69.0,321.0,806.0,23.71,595.0,81.0,43.0,41.0,114.0,3.35,75.0,11.0,10.0,11.0,2.0,594.0,352.0,273.0,245.0,76.0,371.0,77.0,294.0,428.0,594.0,10.0,22260.0,2238.0,6633.0,10666.0,5179.0,784.0,22252.0,11914.0,664.0,491.0,154.0,14146.0,565.0,312.0,1.0,459.0,366.0,69.0,6.0,6.0,2.0,2094.0,604.0,552.0,52.2
Freiburg,24.0,47.3,34.0,374.0,3060.0,51.0,34.0,6.0,6.0,62.0,0.0,1.5,1.0,2.5,1.32,2.32,45.5,40.9,1.34,1.2,34.0,34.0,3060.0,52.0,1.53,175.0,124.0,72.6,12.0,9.0,13.0,6.0,17.6,6.0,4.0,1.0,1.0,34.0,2.0,3.0,2.0,52.6,0.28,2.6,0.08,194.0,615.0,31.5,1156.0,161.0,34.2,34.2,298.0,73.8,55.9,464.0,7.0,1.5,38.0,1.12,17.0,140.0,17.0,36.6,4.12,0.12,0.32,0.11,5.5,4.1,12177.0,15960.0,76.3,235666.0,88608.0,4649.0,5516.0,84.3,5693.0,6655.0,85.5,1571.0,2930.0,53.6,286.0,858.0,222.0,85.0,1170.0,14251.0,1653.0,426.0,15.0,155.0,636.0,123.0,54.0,50.0,0.0,721.0,56.0,338.0,666.0,19.59,474.0,73.0,47.0,44.0,83.0,2.44,55.0,8.0,10.0,6.0,1.0,431.0,247.0,188.0,186.0,57.0,365.0,118.0,247.0,452.0,631.0,8.0,19508.0,2360.0,7174.0,8373.0,4125.0,609.0,19502.0,10518.0,463.0,326.0,111.0,12048.0,531.0,231.0,0.0,437.0,401.0,56.0,5.0,6.0,2.0,1718.0,588.0,637.0,48.0
Hertha BSC,32.0,49.6,34.0,374.0,3060.0,40.0,29.0,4.0,6.0,67.0,3.0,1.18,0.85,2.03,1.06,1.91,41.9,37.2,1.23,1.09,34.0,34.0,3060.0,52.0,1.53,141.0,89.0,68.1,8.0,11.0,15.0,9.0,26.5,8.0,7.0,1.0,0.0,34.0,1.0,4.0,1.0,46.9,0.28,-4.1,-0.12,181.0,429.0,42.2,905.0,155.0,30.2,32.9,293.0,53.2,43.6,497.0,12.0,2.4,22.0,0.65,13.9,142.0,12.0,37.7,4.18,0.1,0.25,0.1,-1.9,-1.2,12566.0,16169.0,77.7,248502.0,87307.0,4473.0,5282.0,84.7,5998.0,6958.0,86.2,1814.0,3023.0,60.0,278.0,839.0,224.0,75.0,1176.0,14352.0,1740.0,460.0,16.0,155.0,585.0,152.0,59.0,61.0,1.0,751.0,77.0,312.0,644.0,18.94,447.0,62.0,31.0,44.0,68.0,2.0,50.0,3.0,5.0,7.0,0.0,485.0,270.0,242.0,201.0,42.0,377.0,89.0,288.0,417.0,687.0,8.0,19978.0,2070.0,6901.0,9353.0,3935.0,652.0,19972.0,11197.0,589.0,394.0,171.0,12472.0,563.0,310.0,2.0,469.0,428.0,77.0,6.0,8.0,1.0,1743.0,527.0,513.0,50.7
Hoffenheim,30.0,51.2,34.0,374.0,3060.0,51.0,38.0,5.0,6.0,68.0,4.0,1.5,1.12,2.62,1.35,2.47,51.9,47.3,1.53,1.39,34.0,34.0,3060.0,54.0,1.59,145.0,91.0,66.9,11.0,10.0,13.0,6.0,17.6,9.0,6.0,2.0,1.0,34.0,1.0,4.0,2.0,53.5,0.32,1.5,0.04,143.0,427.0,33.5,1232.0,195.0,28.7,29.6,224.0,33.0,31.2,443.0,14.0,3.2,56.0,1.65,18.4,149.0,20.0,35.1,4.38,0.11,0.31,0.11,-0.9,-1.3,14269.0,18046.0,79.1,259701.0,96648.0,6008.0,6880.0,87.3,6296.0,7287.0,86.4,1608.0,2822.0,57.0,328.0,1113.0,313.0,101.0,1517.0,16275.0,1722.0,509.0,15.0,151.0,658.0,156.0,52.0,60.0,1.0,745.0,49.0,374.0,768.0,22.59,584.0,63.0,35.0,42.0,91.0,2.68,62.0,6.0,7.0,7.0,0.0,508.0,296.0,229.0,204.0,75.0,370.0,90.0,280.0,431.0,619.0,8.0,21927.0,2268.0,7085.0,10005.0,5044.0,741.0,21921.0,12424.0,581.0,420.0,136.0,14162.0,613.0,280.0,2.0,442.0,407.0,49.0,4.0,9.0,2.0,1896.0,516.0,620.0,45.4
Köln,28.0,46.3,34.0,374.0,3060.0,33.0,23.0,4.0,6.0,63.0,1.0,0.97,0.68,1.65,0.85,1.53,40.5,35.9,1.19,1.06,34.0,34.0,3060.0,60.0,1.76,158.0,97.0,67.1,8.0,9.0,17.0,5.0,14.7,9.0,8.0,1.0,0.0,34.0,1.0,5.0,0.0,54.9,0.29,-5.1,-0.15,240.0,541.0,44.4,1127.0,124.0,39.3,35.4,227.0,43.2,37.5,484.0,15.0,3.1,30.0,0.88,15.2,103.0,9.0,29.1,3.03,0.08,0.28,0.1,-7.5,-6.9,11954.0,15870.0,75.3,227260.0,90858.0,4798.0,5675.0,84.5,5204.0,6246.0,83.3,1650.0,3005.0,54.9,254.0,837.0,214.0,83.0,1131.0,14088.0,1725.0,490.0,10.0,105.0,655.0,135.0,60.0,53.0,1.0,756.0,57.0,331.0,630.0,18.53,444.0,69.0,36.0,43.0,56.0,1.65,36.0,5.0,7.0,4.0,0.0,586.0,328.0,299.0,234.0,53.0,382.0,101.0,281.0,429.0,670.0,8.0,19708.0,2347.0,7305.0,8641.0,3948.0,524.0,19702.0,10391.0,429.0,304.0,84.0,11840.0,576.0,264.0,1.0,422.0,429.0,57.0,4.0,9.0,0.0,1948.0,607.0,614.0,49.7
Leverkusen,30.0,59.7,34.0,374.0,3060.0,52.0,41.0,3.0,3.0,58.0,0.0,1.53,1.21,2.74,1.44,2.65,46.3,44.0,1.36,1.29,34.0,34.0,3060.0,39.0,1.15,112.0,74.0,66.1,14.0,10.0,10.0,9.0,26.5,2.0,1.0,1.0,0.0,34.0,1.0,0.0,2.0,37.9,0.33,0.9,0.03,162.0,454.0,35.7,1397.0,219.0,27.8,30.7,212.0,30.7,31.8,378.0,21.0,5.6,67.0,1.97,18.2,164.0,12.0,37.3,4.82,0.11,0.3,0.1,5.7,5.0,17887.0,21683.0,82.5,323019.0,109005.0,7511.0,8391.0,89.5,7884.0,8922.0,88.4,1988.0,3185.0,62.4,351.0,1252.0,263.0,75.0,1522.0,19980.0,1631.0,409.0,17.0,152.0,674.0,184.0,65.0,75.0,0.0,733.0,72.0,361.0,781.0,22.97,580.0,61.0,46.0,27.0,92.0,2.71,62.0,7.0,9.0,3.0,0.0,500.0,282.0,209.0,238.0,53.0,368.0,87.0,281.0,322.0,481.0,10.0,25357.0,2233.0,7430.0,12821.0,5329.0,785.0,25354.0,14600.0,724.0,500.0,202.0,17759.0,620.0,335.0,0.0,433.0,335.0,72.0,1.0,2.0,2.0,2006.0,444.0,487.0,47.7
M'Gladbach,23.0,51.7,34.0,374.0,3060.0,63.0,44.0,10.0,11.0,61.0,2.0,1.85,1.29,3.15,1.56,2.85,54.9,46.5,1.62,1.37,34.0,34.0,3056.0,56.0,1.65,151.0,95.0,66.9,13.0,10.0,11.0,7.0,20.6,6.0,6.0,0.0,0.0,34.0,0.0,6.0,0.0,45.0,0.26,-11.0,-0.32,145.0,373.0,38.9,1124.0,133.0,25.3,29.5,258.0,34.5,33.3,468.0,8.0,1.7,35.0,1.03,16.4,165.0,12.0,37.2,4.85,0.12,0.32,0.11,8.1,6.5,15207.0,18955.0,80.2,258868.0,94260.0,7096.0,8048.0,88.2,6254.0,7326.0,85.4,1364.0,2401.0,56.8,333.0,974.0,248.0,42.0,1371.0,17199.0,1674.0,473.0,29.0,107.0,561.0,177.0,66.0,94.0,0.0,676.0,82.0,342.0,779.0,22.91,556.0,77.0,53.0,46.0,109.0,3.21,70.0,9.0,14.0,13.0,0.0,503.0,307.0,221.0,221.0,61.0,424.0,116.0,308.0,436.0,616.0,6.0,22732.0,2265.0,7428.0,11085.0,4422.0,763.0,22721.0,12817.0,613.0,415.0,187.0,15116.0,548.0,299.0,0.0,395.0,412.0,82.0,9.0,6.0,0.0,1914.0,512.0,488.0,51.2
Mainz 05,31.0,40.7,34.0,374.0,3060.0,39.0,23.0,5.0,5.0,63.0,1.0,1.15,0.68,1.82,1.0,1.68,49.9,46.0,1.47,1.35,34.0,34.0,3060.0,56.0,1.65,162.0,107.0,69.1,10.0,9.0,15.0,5.0,14.7,7.0,6.0,0.0,1.0,34.0,1.0,4.0,1.0,49.5,0.27,-5.5,-0.16,136.0,472.0,28.8,883.0,215.0,37.3,35.0,277.0,51.6,43.8,519.0,35.0,6.7,41.0,1.21,14.2,134.0,10.0,35.8,3.94,0.09,0.25,0.13,-10.9,-12.0,9531.0,13776.0,69.2,176200.0,76432.0,4003.0,5020.0,79.7,4037.0,5275.0,76.5,1206.0,2557.0,47.2,274.0,781.0,218.0,73.0,1046.0,11989.0,1730.0,425.0,22.0,80.0,605.0,130.0,58.0,59.0,0.0,808.0,57.0,339.0,628.0,18.47,440.0,68.0,31.0,42.0,64.0,1.88,42.0,6.0,8.0,6.0,0.0,593.0,364.0,266.0,239.0,88.0,419.0,109.0,310.0,500.0,662.0,6.0,17743.0,2093.0,6262.0,7633.0,4007.0,638.0,17738.0,8673.0,442.0,303.0,110.0,9456.0,577.0,279.0,1.0,500.0,379.0,57.0,4.0,7.0,1.0,1923.0,613.0,650.0,48.5
RB Leipzig,25.0,59.7,34.0,374.0,3060.0,59.0,44.0,8.0,10.0,57.0,0.0,1.74,1.29,3.03,1.5,2.79,64.4,56.7,1.89,1.67,34.0,34.0,3060.0,32.0,0.94,84.0,52.0,65.5,19.0,8.0,7.0,15.0,44.1,3.0,3.0,0.0,0.0,34.0,0.0,2.0,0.0,27.7,0.3,-4.3,-0.13,99.0,235.0,42.1,1047.0,176.0,19.6,27.8,174.0,17.2,25.3,328.0,15.0,4.6,67.0,1.97,19.8,189.0,19.0,35.5,5.56,0.1,0.27,0.11,-5.4,-5.7,17500.0,21450.0,81.6,292079.0,103411.0,8233.0,9297.0,88.6,7169.0,8272.0,86.7,1453.0,2493.0,58.3,418.0,1436.0,367.0,81.0,1719.0,19713.0,1656.0,472.0,19.0,99.0,649.0,185.0,90.0,68.0,0.0,761.0,81.0,338.0,973.0,28.62,731.0,67.0,60.0,55.0,104.0,3.06,71.0,4.0,10.0,8.0,3.0,460.0,305.0,167.0,229.0,64.0,336.0,63.0,273.0,353.0,504.0,5.0,25102.0,1819.0,6354.0,12853.0,6087.0,936.0,25092.0,14430.0,624.0,530.0,164.0,17381.0,546.0,326.0,0.0,435.0,404.0,81.0,9.0,3.0,0.0,2060.0,622.0,466.0,57.2
Schalke 04,42.0,44.7,34.0,374.0,3060.0,24.0,20.0,0.0,3.0,74.0,2.0,0.71,0.59,1.29,0.71,1.29,28.7,26.3,0.84,0.77,34.0,34.0,3060.0,86.0,2.53,234.0,152.0,66.2,3.0,7.0,24.0,4.0,11.8,8.0,7.0,1.0,0.0,34.0,1.0,17.0,5.0,69.8,0.28,-11.2,-0.33,146.0,500.0,29.2,969.0,194.0,33.1,32.6,304.0,58.9,43.4,548.0,20.0,3.6,38.0,1.12,13.4,81.0,11.0,26.9,2.38,0.08,0.3,0.09,-4.7,-2.3,11084.0,14706.0,75.4,202831.0,76224.0,4611.0,5483.0,84.1,4847.0,5750.0,84.3,1290.0,2483.0,52.0,217.0,668.0,182.0,39.0,943.0,12891.0,1747.0,486.0,19.0,123.0,425.0,124.0,46.0,71.0,0.0,715.0,68.0,321.0,519.0,15.26,340.0,65.0,39.0,40.0,41.0,1.21,30.0,4.0,2.0,2.0,0.0,552.0,337.0,283.0,224.0,45.0,437.0,143.0,294.0,411.0,693.0,12.0,18697.0,2520.0,7325.0,8398.0,3172.0,478.0,18694.0,9957.0,452.0,336.0,92.0,11016.0,592.0,352.0,2.0,415.0,403.0,68.0,3.0,8.0,5.0,1748.0,519.0,564.0,47.9
Stuttgart,29.0,51.5,34.0,374.0,3060.0,54.0,42.0,6.0,8.0,65.0,2.0,1.59,1.24,2.82,1.41,2.65,51.4,45.1,1.51,1.33,34.0,34.0,3060.0,55.0,1.62,166.0,110.0,69.9,12.0,9.0,13.0,5.0,14.7,7.0,5.0,2.0,0.0,34.0,1.0,3.0,1.0,55.3,0.3,1.3,0.04,128.0,325.0,39.4,970.0,213.0,27.6,28.2,289.0,19.7,25.2,490.0,18.0,3.7,42.0,1.24,15.6,150.0,12.0,33.5,4.41,0.11,0.32,0.1,2.6,2.9,14115.0,17768.0,79.4,245018.0,95221.0,6481.0,7378.0,87.8,5864.0,6865.0,85.4,1332.0,2415.0,55.2,358.0,1063.0,267.0,53.0,1467.0,15983.0,1730.0,474.0,23.0,113.0,539.0,155.0,59.0,77.0,2.0,723.0,55.0,356.0,805.0,23.68,580.0,73.0,49.0,45.0,93.0,2.74,63.0,8.0,5.0,9.0,2.0,496.0,294.0,227.0,201.0,68.0,379.0,108.0,271.0,426.0,654.0,8.0,21757.0,2468.0,7152.0,10263.0,4594.0,745.0,21749.0,11998.0,701.0,512.0,188.0,14042.0,640.0,410.0,1.0,420.0,434.0,55.0,6.0,7.0,1.0,2053.0,544.0,452.0,54.6
Union Berlin,27.0,44.9,34.0,374.0,3060.0,50.0,39.0,5.0,7.0,57.0,2.0,1.47,1.15,2.62,1.32,2.47,46.9,41.3,1.38,1.22,34.0,34.0,3060.0,43.0,1.26,136.0,93.0,71.3,12.0,14.0,8.0,7.0,20.6,5.0,4.0,1.0,0.0,34.0,0.0,5.0,2.0,40.7,0.27,-0.3,-0.01,197.0,528.0,37.3,1000.0,117.0,38.2,34.6,236.0,61.9,43.8,423.0,20.0,4.7,21.0,0.62,12.8,132.0,8.0,33.8,3.88,0.12,0.34,0.11,3.1,3.7,11859.0,15951.0,74.3,222470.0,86090.0,4864.0,5826.0,83.5,5148.0,6256.0,82.3,1521.0,2901.0,52.4,296.0,835.0,193.0,87.0,1059.0,14267.0,1600.0,420.0,15.0,97.0,640.0,140.0,63.0,70.0,2.0,728.0,84.0,321.0,683.0,20.09,475.0,73.0,41.0,50.0,86.0,2.53,59.0,10.0,4.0,8.0,3.0,503.0,283.0,240.0,218.0,45.0,367.0,85.0,282.0,405.0,605.0,9.0,19568.0,2073.0,6988.0,8984.0,3800.0,562.0,19561.0,9945.0,464.0,372.0,90.0,11751.0,547.0,230.0,1.0,434.0,375.0,84.0,6.0,5.0,2.0,1977.0,585.0,669.0,46.7
Werder Bremen,27.0,43.9,34.0,374.0,3060.0,35.0,25.0,5.0,5.0,67.0,3.0,1.03,0.74,1.76,0.88,1.62,32.9,29.0,0.97,0.85,34.0,34.0,3060.0,57.0,1.68,157.0,101.0,66.2,7.0,10.0,17.0,6.0,17.6,6.0,4.0,2.0,0.0,34.0,0.0,7.0,3.0,48.7,0.28,-5.3,-0.16,211.0,461.0,45.8,865.0,168.0,37.8,33.9,279.0,48.0,40.9,567.0,17.0,3.0,30.0,0.88,14.4,120.0,14.0,33.7,3.53,0.08,0.25,0.08,2.1,1.0,11648.0,15559.0,74.9,211793.0,84074.0,5201.0,6190.0,84.0,4826.0,5900.0,81.8,1349.0,2551.0,52.9,252.0,822.0,190.0,81.0,1065.0,13764.0,1727.0,536.0,11.0,142.0,548.0,116.0,40.0,61.0,0.0,706.0,68.0,298.0,619.0,18.21,448.0,54.0,34.0,41.0,62.0,1.82,44.0,7.0,3.0,5.0,1.0,542.0,333.0,270.0,217.0,55.0,368.0,101.0,267.0,407.0,798.0,10.0,19371.0,2267.0,7028.0,9010.0,3529.0,503.0,19366.0,9948.0,414.0,293.0,83.0,11552.0,521.0,268.0,2.0,396.0,467.0,68.0,3.0,6.0,3.0,1738.0,609.0,582.0,51.1
Wolfsburg,26.0,51.1,34.0,374.0,3060.0,57.0,48.0,2.0,3.0,58.0,3.0,1.68,1.41,3.09,1.62,3.03,49.0,46.9,1.44,1.38,34.0,34.0,3060.0,37.0,1.09,122.0,84.0,72.1,17.0,10.0,7.0,14.0,41.2,5.0,3.0,2.0,0.0,34.0,1.0,4.0,1.0,36.1,0.26,0.1,0.0,202.0,490.0,41.2,1101.0,171.0,32.0,32.6,220.0,62.7,48.4,485.0,25.0,5.2,57.0,1.68,17.0,164.0,14.0,34.5,4.82,0.12,0.34,0.1,8.0,8.1,13133.0,17236.0,76.2,251433.0,91864.0,4953.0,5972.0,82.9,6223.0,7378.0,84.3,1661.0,2905.0,57.2,353.0,1004.0,282.0,70.0,1397.0,15503.0,1656.0,431.0,20.0,118.0,643.0,176.0,92.0,48.0,0.0,759.0,77.0,348.0,811.0,23.85,593.0,72.0,54.0,39.0,99.0,2.91,76.0,4.0,8.0,4.0,1.0,594.0,363.0,271.0,256.0,67.0,465.0,79.0,386.0,477.0,700.0,6.0,21358.0,2083.0,6589.0,10048.0,4952.0,747.0,21355.0,11549.0,595.0,469.0,139.0,13031.0,618.0,296.0,1.0,442.0,379.0,77.0,1.0,5.0,1.0,2088.0,567.0,566.0,50.0
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 Arminia 26.0 42.3 34.0 374.0 3060.0 23.0 16.0 1.0 2.0 52.0 1.0 0.68 0.47 1.15 0.65 1.12 32.9 31.3 0.97 0.92 34.0 34.0 3060.0 52.0 1.53 170.0 118.0 72.4 9.0 8.0 17.0 11.0 32.4 6.0 5.0 1.0 0.0 34.0 0.0 5.0 1.0 54.1 0.29 3.1 0.09 436.0 938.0 46.5 1698.0 121.0 45.9 31.4 250.0 63.2 49.1 525.0 17.0 3.2 44.0 1.29 16.8 100.0 14.0 30.2 2.94 0.07 0.22 0.1 -9.9 -9.3 10582.0 14604.0 72.5 214163.0 88686.0 3914.0 4823.0 81.2 4806.0 5879.0 81.7 1610.0 3097.0 52.0 229.0 795.0 172.0 50.0 880.0 12895.0 1660.0 493.0 13.0 114.0 471.0 118.0 54.0 43.0 1.0 714.0 49.0 274.0 558.0 16.41 371.0 60.0 27.0 48.0 38.0 1.12 27.0 2.0 2.0 2.0 1.0 552.0 328.0 268.0 229.0 55.0 393.0 122.0 271.0 418.0 739.0 9.0 18394.0 2538.0 7581.0 7559.0 3417.0 529.0 18392.0 9625.0 358.0 224.0 71.0 10498.0 557.0 262.0 0.0 390.0 417.0 49.0 2.0 6.0 1.0 1725.0 740.0 711.0 51.0
3 Augsburg 25.0 41.4 34.0 374.0 3060.0 35.0 23.0 2.0 5.0 70.0 4.0 1.03 0.68 1.71 0.97 1.65 37.3 33.4 1.1 0.98 34.0 34.0 3060.0 54.0 1.59 178.0 126.0 73.0 10.0 6.0 18.0 7.0 20.6 9.0 6.0 1.0 2.0 34.0 0.0 2.0 3.0 53.2 0.26 2.2 0.07 193.0 565.0 34.2 1087.0 214.0 36.6 34.1 297.0 56.2 44.7 619.0 33.0 5.3 36.0 1.06 16.0 108.0 10.0 32.5 3.18 0.1 0.31 0.1 -2.3 -0.4 10257.0 14168.0 72.4 193960.0 77974.0 4167.0 5063.0 82.3 4515.0 5469.0 82.6 1322.0 2716.0 48.7 245.0 691.0 182.0 56.0 987.0 12411.0 1690.0 497.0 17.0 114.0 500.0 121.0 69.0 38.0 0.0 690.0 67.0 337.0 566.0 16.65 377.0 65.0 28.0 44.0 57.0 1.68 40.0 4.0 5.0 4.0 0.0 509.0 308.0 251.0 211.0 47.0 395.0 116.0 279.0 454.0 852.0 8.0 18181.0 2500.0 7266.0 7815.0 3296.0 496.0 18176.0 9465.0 431.0 344.0 79.0 10183.0 557.0 321.0 3.0 395.0 403.0 67.0 3.0 9.0 3.0 1802.0 559.0 688.0 44.8
4 Bayern Munich 29.0 60.7 34.0 374.0 3060.0 98.0 75.0 9.0 10.0 44.0 3.0 2.88 2.21 5.09 2.62 4.82 75.9 68.1 2.23 2.0 34.0 34.0 3060.0 44.0 1.29 127.0 82.0 66.1 24.0 6.0 4.0 9.0 26.5 3.0 1.0 1.0 1.0 34.0 0.0 6.0 0.0 45.4 0.35 1.4 0.04 124.0 259.0 47.9 1159.0 190.0 20.3 28.6 194.0 12.4 26.9 361.0 6.0 1.7 105.0 3.09 23.3 219.0 9.0 38.3 6.44 0.16 0.41 0.12 22.1 20.9 18358.0 22039.0 83.3 327421.0 111389.0 7794.0 8735.0 89.2 7997.0 9011.0 88.7 1993.0 3021.0 66.0 461.0 1578.0 464.0 113.0 2084.0 20252.0 1713.0 477.0 23.0 160.0 828.0 237.0 108.0 86.0 0.0 727.0 74.0 370.0 1040.0 30.59 823.0 67.0 55.0 27.0 171.0 5.03 134.0 8.0 8.0 7.0 1.0 510.0 316.0 174.0 231.0 105.0 388.0 75.0 313.0 399.0 398.0 10.0 25817.0 1855.0 6669.0 12031.0 7356.0 1178.0 25807.0 15272.0 829.0 613.0 216.0 18243.0 656.0 349.0 0.0 317.0 374.0 74.0 7.0 3.0 0.0 2050.0 430.0 409.0 51.3
5 Dortmund 26.0 59.6 34.0 374.0 3060.0 74.0 57.0 3.0 7.0 44.0 1.0 2.18 1.68 3.85 2.09 3.76 66.2 60.4 1.95 1.78 34.0 34.0 3060.0 46.0 1.35 136.0 91.0 70.6 20.0 4.0 10.0 11.0 32.4 6.0 6.0 0.0 0.0 34.0 0.0 7.0 1.0 43.4 0.28 -1.6 -0.05 137.0 321.0 42.7 945.0 179.0 24.3 29.3 233.0 39.1 37.3 363.0 12.0 3.3 21.0 0.62 14.1 184.0 14.0 37.7 5.41 0.15 0.39 0.12 7.8 10.6 18812.0 22396.0 84.0 330898.0 107300.0 8274.0 9247.0 89.5 8007.0 8942.0 89.5 1936.0 2917.0 66.4 389.0 1374.0 401.0 45.0 1745.0 20771.0 1556.0 396.0 41.0 150.0 532.0 173.0 65.0 73.0 0.0 674.0 69.0 316.0 879.0 25.85 655.0 61.0 46.0 47.0 131.0 3.85 99.0 7.0 7.0 5.0 2.0 516.0 319.0 221.0 210.0 85.0 379.0 95.0 284.0 411.0 472.0 12.0 25939.0 2072.0 7088.0 12665.0 6400.0 1004.0 25932.0 15275.0 763.0 558.0 211.0 18713.0 532.0 294.0 1.0 359.0 373.0 69.0 6.0 6.0 1.0 2023.0 432.0 350.0 55.2
6 Eint Frankfurt 25.0 53.7 34.0 374.0 3060.0 63.0 52.0 8.0 8.0 82.0 1.0 1.85 1.53 3.38 1.62 3.15 58.5 52.2 1.72 1.54 34.0 34.0 3060.0 53.0 1.56 156.0 104.0 68.6 16.0 12.0 6.0 4.0 11.8 6.0 4.0 1.0 1.0 34.0 1.0 5.0 2.0 45.4 0.26 -5.6 -0.17 226.0 591.0 38.2 1121.0 172.0 41.3 34.5 275.0 46.5 41.0 473.0 15.0 3.2 53.0 1.56 15.5 162.0 12.0 36.7 4.76 0.12 0.34 0.12 4.5 2.8 14241.0 18424.0 77.3 253275.0 99451.0 6399.0 7455.0 85.8 6095.0 7255.0 84.0 1446.0 2758.0 52.4 361.0 1143.0 301.0 103.0 1548.0 16631.0 1724.0 440.0 20.0 86.0 776.0 206.0 79.0 78.0 0.0 714.0 69.0 321.0 806.0 23.71 595.0 81.0 43.0 41.0 114.0 3.35 75.0 11.0 10.0 11.0 2.0 594.0 352.0 273.0 245.0 76.0 371.0 77.0 294.0 428.0 594.0 10.0 22260.0 2238.0 6633.0 10666.0 5179.0 784.0 22252.0 11914.0 664.0 491.0 154.0 14146.0 565.0 312.0 1.0 459.0 366.0 69.0 6.0 6.0 2.0 2094.0 604.0 552.0 52.2
7 Freiburg 24.0 47.3 34.0 374.0 3060.0 51.0 34.0 6.0 6.0 62.0 0.0 1.5 1.0 2.5 1.32 2.32 45.5 40.9 1.34 1.2 34.0 34.0 3060.0 52.0 1.53 175.0 124.0 72.6 12.0 9.0 13.0 6.0 17.6 6.0 4.0 1.0 1.0 34.0 2.0 3.0 2.0 52.6 0.28 2.6 0.08 194.0 615.0 31.5 1156.0 161.0 34.2 34.2 298.0 73.8 55.9 464.0 7.0 1.5 38.0 1.12 17.0 140.0 17.0 36.6 4.12 0.12 0.32 0.11 5.5 4.1 12177.0 15960.0 76.3 235666.0 88608.0 4649.0 5516.0 84.3 5693.0 6655.0 85.5 1571.0 2930.0 53.6 286.0 858.0 222.0 85.0 1170.0 14251.0 1653.0 426.0 15.0 155.0 636.0 123.0 54.0 50.0 0.0 721.0 56.0 338.0 666.0 19.59 474.0 73.0 47.0 44.0 83.0 2.44 55.0 8.0 10.0 6.0 1.0 431.0 247.0 188.0 186.0 57.0 365.0 118.0 247.0 452.0 631.0 8.0 19508.0 2360.0 7174.0 8373.0 4125.0 609.0 19502.0 10518.0 463.0 326.0 111.0 12048.0 531.0 231.0 0.0 437.0 401.0 56.0 5.0 6.0 2.0 1718.0 588.0 637.0 48.0
8 Hertha BSC 32.0 49.6 34.0 374.0 3060.0 40.0 29.0 4.0 6.0 67.0 3.0 1.18 0.85 2.03 1.06 1.91 41.9 37.2 1.23 1.09 34.0 34.0 3060.0 52.0 1.53 141.0 89.0 68.1 8.0 11.0 15.0 9.0 26.5 8.0 7.0 1.0 0.0 34.0 1.0 4.0 1.0 46.9 0.28 -4.1 -0.12 181.0 429.0 42.2 905.0 155.0 30.2 32.9 293.0 53.2 43.6 497.0 12.0 2.4 22.0 0.65 13.9 142.0 12.0 37.7 4.18 0.1 0.25 0.1 -1.9 -1.2 12566.0 16169.0 77.7 248502.0 87307.0 4473.0 5282.0 84.7 5998.0 6958.0 86.2 1814.0 3023.0 60.0 278.0 839.0 224.0 75.0 1176.0 14352.0 1740.0 460.0 16.0 155.0 585.0 152.0 59.0 61.0 1.0 751.0 77.0 312.0 644.0 18.94 447.0 62.0 31.0 44.0 68.0 2.0 50.0 3.0 5.0 7.0 0.0 485.0 270.0 242.0 201.0 42.0 377.0 89.0 288.0 417.0 687.0 8.0 19978.0 2070.0 6901.0 9353.0 3935.0 652.0 19972.0 11197.0 589.0 394.0 171.0 12472.0 563.0 310.0 2.0 469.0 428.0 77.0 6.0 8.0 1.0 1743.0 527.0 513.0 50.7
9 Hoffenheim 30.0 51.2 34.0 374.0 3060.0 51.0 38.0 5.0 6.0 68.0 4.0 1.5 1.12 2.62 1.35 2.47 51.9 47.3 1.53 1.39 34.0 34.0 3060.0 54.0 1.59 145.0 91.0 66.9 11.0 10.0 13.0 6.0 17.6 9.0 6.0 2.0 1.0 34.0 1.0 4.0 2.0 53.5 0.32 1.5 0.04 143.0 427.0 33.5 1232.0 195.0 28.7 29.6 224.0 33.0 31.2 443.0 14.0 3.2 56.0 1.65 18.4 149.0 20.0 35.1 4.38 0.11 0.31 0.11 -0.9 -1.3 14269.0 18046.0 79.1 259701.0 96648.0 6008.0 6880.0 87.3 6296.0 7287.0 86.4 1608.0 2822.0 57.0 328.0 1113.0 313.0 101.0 1517.0 16275.0 1722.0 509.0 15.0 151.0 658.0 156.0 52.0 60.0 1.0 745.0 49.0 374.0 768.0 22.59 584.0 63.0 35.0 42.0 91.0 2.68 62.0 6.0 7.0 7.0 0.0 508.0 296.0 229.0 204.0 75.0 370.0 90.0 280.0 431.0 619.0 8.0 21927.0 2268.0 7085.0 10005.0 5044.0 741.0 21921.0 12424.0 581.0 420.0 136.0 14162.0 613.0 280.0 2.0 442.0 407.0 49.0 4.0 9.0 2.0 1896.0 516.0 620.0 45.4
10 Köln 28.0 46.3 34.0 374.0 3060.0 33.0 23.0 4.0 6.0 63.0 1.0 0.97 0.68 1.65 0.85 1.53 40.5 35.9 1.19 1.06 34.0 34.0 3060.0 60.0 1.76 158.0 97.0 67.1 8.0 9.0 17.0 5.0 14.7 9.0 8.0 1.0 0.0 34.0 1.0 5.0 0.0 54.9 0.29 -5.1 -0.15 240.0 541.0 44.4 1127.0 124.0 39.3 35.4 227.0 43.2 37.5 484.0 15.0 3.1 30.0 0.88 15.2 103.0 9.0 29.1 3.03 0.08 0.28 0.1 -7.5 -6.9 11954.0 15870.0 75.3 227260.0 90858.0 4798.0 5675.0 84.5 5204.0 6246.0 83.3 1650.0 3005.0 54.9 254.0 837.0 214.0 83.0 1131.0 14088.0 1725.0 490.0 10.0 105.0 655.0 135.0 60.0 53.0 1.0 756.0 57.0 331.0 630.0 18.53 444.0 69.0 36.0 43.0 56.0 1.65 36.0 5.0 7.0 4.0 0.0 586.0 328.0 299.0 234.0 53.0 382.0 101.0 281.0 429.0 670.0 8.0 19708.0 2347.0 7305.0 8641.0 3948.0 524.0 19702.0 10391.0 429.0 304.0 84.0 11840.0 576.0 264.0 1.0 422.0 429.0 57.0 4.0 9.0 0.0 1948.0 607.0 614.0 49.7
11 Leverkusen 30.0 59.7 34.0 374.0 3060.0 52.0 41.0 3.0 3.0 58.0 0.0 1.53 1.21 2.74 1.44 2.65 46.3 44.0 1.36 1.29 34.0 34.0 3060.0 39.0 1.15 112.0 74.0 66.1 14.0 10.0 10.0 9.0 26.5 2.0 1.0 1.0 0.0 34.0 1.0 0.0 2.0 37.9 0.33 0.9 0.03 162.0 454.0 35.7 1397.0 219.0 27.8 30.7 212.0 30.7 31.8 378.0 21.0 5.6 67.0 1.97 18.2 164.0 12.0 37.3 4.82 0.11 0.3 0.1 5.7 5.0 17887.0 21683.0 82.5 323019.0 109005.0 7511.0 8391.0 89.5 7884.0 8922.0 88.4 1988.0 3185.0 62.4 351.0 1252.0 263.0 75.0 1522.0 19980.0 1631.0 409.0 17.0 152.0 674.0 184.0 65.0 75.0 0.0 733.0 72.0 361.0 781.0 22.97 580.0 61.0 46.0 27.0 92.0 2.71 62.0 7.0 9.0 3.0 0.0 500.0 282.0 209.0 238.0 53.0 368.0 87.0 281.0 322.0 481.0 10.0 25357.0 2233.0 7430.0 12821.0 5329.0 785.0 25354.0 14600.0 724.0 500.0 202.0 17759.0 620.0 335.0 0.0 433.0 335.0 72.0 1.0 2.0 2.0 2006.0 444.0 487.0 47.7
12 M'Gladbach 23.0 51.7 34.0 374.0 3060.0 63.0 44.0 10.0 11.0 61.0 2.0 1.85 1.29 3.15 1.56 2.85 54.9 46.5 1.62 1.37 34.0 34.0 3056.0 56.0 1.65 151.0 95.0 66.9 13.0 10.0 11.0 7.0 20.6 6.0 6.0 0.0 0.0 34.0 0.0 6.0 0.0 45.0 0.26 -11.0 -0.32 145.0 373.0 38.9 1124.0 133.0 25.3 29.5 258.0 34.5 33.3 468.0 8.0 1.7 35.0 1.03 16.4 165.0 12.0 37.2 4.85 0.12 0.32 0.11 8.1 6.5 15207.0 18955.0 80.2 258868.0 94260.0 7096.0 8048.0 88.2 6254.0 7326.0 85.4 1364.0 2401.0 56.8 333.0 974.0 248.0 42.0 1371.0 17199.0 1674.0 473.0 29.0 107.0 561.0 177.0 66.0 94.0 0.0 676.0 82.0 342.0 779.0 22.91 556.0 77.0 53.0 46.0 109.0 3.21 70.0 9.0 14.0 13.0 0.0 503.0 307.0 221.0 221.0 61.0 424.0 116.0 308.0 436.0 616.0 6.0 22732.0 2265.0 7428.0 11085.0 4422.0 763.0 22721.0 12817.0 613.0 415.0 187.0 15116.0 548.0 299.0 0.0 395.0 412.0 82.0 9.0 6.0 0.0 1914.0 512.0 488.0 51.2
13 Mainz 05 31.0 40.7 34.0 374.0 3060.0 39.0 23.0 5.0 5.0 63.0 1.0 1.15 0.68 1.82 1.0 1.68 49.9 46.0 1.47 1.35 34.0 34.0 3060.0 56.0 1.65 162.0 107.0 69.1 10.0 9.0 15.0 5.0 14.7 7.0 6.0 0.0 1.0 34.0 1.0 4.0 1.0 49.5 0.27 -5.5 -0.16 136.0 472.0 28.8 883.0 215.0 37.3 35.0 277.0 51.6 43.8 519.0 35.0 6.7 41.0 1.21 14.2 134.0 10.0 35.8 3.94 0.09 0.25 0.13 -10.9 -12.0 9531.0 13776.0 69.2 176200.0 76432.0 4003.0 5020.0 79.7 4037.0 5275.0 76.5 1206.0 2557.0 47.2 274.0 781.0 218.0 73.0 1046.0 11989.0 1730.0 425.0 22.0 80.0 605.0 130.0 58.0 59.0 0.0 808.0 57.0 339.0 628.0 18.47 440.0 68.0 31.0 42.0 64.0 1.88 42.0 6.0 8.0 6.0 0.0 593.0 364.0 266.0 239.0 88.0 419.0 109.0 310.0 500.0 662.0 6.0 17743.0 2093.0 6262.0 7633.0 4007.0 638.0 17738.0 8673.0 442.0 303.0 110.0 9456.0 577.0 279.0 1.0 500.0 379.0 57.0 4.0 7.0 1.0 1923.0 613.0 650.0 48.5
14 RB Leipzig 25.0 59.7 34.0 374.0 3060.0 59.0 44.0 8.0 10.0 57.0 0.0 1.74 1.29 3.03 1.5 2.79 64.4 56.7 1.89 1.67 34.0 34.0 3060.0 32.0 0.94 84.0 52.0 65.5 19.0 8.0 7.0 15.0 44.1 3.0 3.0 0.0 0.0 34.0 0.0 2.0 0.0 27.7 0.3 -4.3 -0.13 99.0 235.0 42.1 1047.0 176.0 19.6 27.8 174.0 17.2 25.3 328.0 15.0 4.6 67.0 1.97 19.8 189.0 19.0 35.5 5.56 0.1 0.27 0.11 -5.4 -5.7 17500.0 21450.0 81.6 292079.0 103411.0 8233.0 9297.0 88.6 7169.0 8272.0 86.7 1453.0 2493.0 58.3 418.0 1436.0 367.0 81.0 1719.0 19713.0 1656.0 472.0 19.0 99.0 649.0 185.0 90.0 68.0 0.0 761.0 81.0 338.0 973.0 28.62 731.0 67.0 60.0 55.0 104.0 3.06 71.0 4.0 10.0 8.0 3.0 460.0 305.0 167.0 229.0 64.0 336.0 63.0 273.0 353.0 504.0 5.0 25102.0 1819.0 6354.0 12853.0 6087.0 936.0 25092.0 14430.0 624.0 530.0 164.0 17381.0 546.0 326.0 0.0 435.0 404.0 81.0 9.0 3.0 0.0 2060.0 622.0 466.0 57.2
15 Schalke 04 42.0 44.7 34.0 374.0 3060.0 24.0 20.0 0.0 3.0 74.0 2.0 0.71 0.59 1.29 0.71 1.29 28.7 26.3 0.84 0.77 34.0 34.0 3060.0 86.0 2.53 234.0 152.0 66.2 3.0 7.0 24.0 4.0 11.8 8.0 7.0 1.0 0.0 34.0 1.0 17.0 5.0 69.8 0.28 -11.2 -0.33 146.0 500.0 29.2 969.0 194.0 33.1 32.6 304.0 58.9 43.4 548.0 20.0 3.6 38.0 1.12 13.4 81.0 11.0 26.9 2.38 0.08 0.3 0.09 -4.7 -2.3 11084.0 14706.0 75.4 202831.0 76224.0 4611.0 5483.0 84.1 4847.0 5750.0 84.3 1290.0 2483.0 52.0 217.0 668.0 182.0 39.0 943.0 12891.0 1747.0 486.0 19.0 123.0 425.0 124.0 46.0 71.0 0.0 715.0 68.0 321.0 519.0 15.26 340.0 65.0 39.0 40.0 41.0 1.21 30.0 4.0 2.0 2.0 0.0 552.0 337.0 283.0 224.0 45.0 437.0 143.0 294.0 411.0 693.0 12.0 18697.0 2520.0 7325.0 8398.0 3172.0 478.0 18694.0 9957.0 452.0 336.0 92.0 11016.0 592.0 352.0 2.0 415.0 403.0 68.0 3.0 8.0 5.0 1748.0 519.0 564.0 47.9
16 Stuttgart 29.0 51.5 34.0 374.0 3060.0 54.0 42.0 6.0 8.0 65.0 2.0 1.59 1.24 2.82 1.41 2.65 51.4 45.1 1.51 1.33 34.0 34.0 3060.0 55.0 1.62 166.0 110.0 69.9 12.0 9.0 13.0 5.0 14.7 7.0 5.0 2.0 0.0 34.0 1.0 3.0 1.0 55.3 0.3 1.3 0.04 128.0 325.0 39.4 970.0 213.0 27.6 28.2 289.0 19.7 25.2 490.0 18.0 3.7 42.0 1.24 15.6 150.0 12.0 33.5 4.41 0.11 0.32 0.1 2.6 2.9 14115.0 17768.0 79.4 245018.0 95221.0 6481.0 7378.0 87.8 5864.0 6865.0 85.4 1332.0 2415.0 55.2 358.0 1063.0 267.0 53.0 1467.0 15983.0 1730.0 474.0 23.0 113.0 539.0 155.0 59.0 77.0 2.0 723.0 55.0 356.0 805.0 23.68 580.0 73.0 49.0 45.0 93.0 2.74 63.0 8.0 5.0 9.0 2.0 496.0 294.0 227.0 201.0 68.0 379.0 108.0 271.0 426.0 654.0 8.0 21757.0 2468.0 7152.0 10263.0 4594.0 745.0 21749.0 11998.0 701.0 512.0 188.0 14042.0 640.0 410.0 1.0 420.0 434.0 55.0 6.0 7.0 1.0 2053.0 544.0 452.0 54.6
17 Union Berlin 27.0 44.9 34.0 374.0 3060.0 50.0 39.0 5.0 7.0 57.0 2.0 1.47 1.15 2.62 1.32 2.47 46.9 41.3 1.38 1.22 34.0 34.0 3060.0 43.0 1.26 136.0 93.0 71.3 12.0 14.0 8.0 7.0 20.6 5.0 4.0 1.0 0.0 34.0 0.0 5.0 2.0 40.7 0.27 -0.3 -0.01 197.0 528.0 37.3 1000.0 117.0 38.2 34.6 236.0 61.9 43.8 423.0 20.0 4.7 21.0 0.62 12.8 132.0 8.0 33.8 3.88 0.12 0.34 0.11 3.1 3.7 11859.0 15951.0 74.3 222470.0 86090.0 4864.0 5826.0 83.5 5148.0 6256.0 82.3 1521.0 2901.0 52.4 296.0 835.0 193.0 87.0 1059.0 14267.0 1600.0 420.0 15.0 97.0 640.0 140.0 63.0 70.0 2.0 728.0 84.0 321.0 683.0 20.09 475.0 73.0 41.0 50.0 86.0 2.53 59.0 10.0 4.0 8.0 3.0 503.0 283.0 240.0 218.0 45.0 367.0 85.0 282.0 405.0 605.0 9.0 19568.0 2073.0 6988.0 8984.0 3800.0 562.0 19561.0 9945.0 464.0 372.0 90.0 11751.0 547.0 230.0 1.0 434.0 375.0 84.0 6.0 5.0 2.0 1977.0 585.0 669.0 46.7
18 Werder Bremen 27.0 43.9 34.0 374.0 3060.0 35.0 25.0 5.0 5.0 67.0 3.0 1.03 0.74 1.76 0.88 1.62 32.9 29.0 0.97 0.85 34.0 34.0 3060.0 57.0 1.68 157.0 101.0 66.2 7.0 10.0 17.0 6.0 17.6 6.0 4.0 2.0 0.0 34.0 0.0 7.0 3.0 48.7 0.28 -5.3 -0.16 211.0 461.0 45.8 865.0 168.0 37.8 33.9 279.0 48.0 40.9 567.0 17.0 3.0 30.0 0.88 14.4 120.0 14.0 33.7 3.53 0.08 0.25 0.08 2.1 1.0 11648.0 15559.0 74.9 211793.0 84074.0 5201.0 6190.0 84.0 4826.0 5900.0 81.8 1349.0 2551.0 52.9 252.0 822.0 190.0 81.0 1065.0 13764.0 1727.0 536.0 11.0 142.0 548.0 116.0 40.0 61.0 0.0 706.0 68.0 298.0 619.0 18.21 448.0 54.0 34.0 41.0 62.0 1.82 44.0 7.0 3.0 5.0 1.0 542.0 333.0 270.0 217.0 55.0 368.0 101.0 267.0 407.0 798.0 10.0 19371.0 2267.0 7028.0 9010.0 3529.0 503.0 19366.0 9948.0 414.0 293.0 83.0 11552.0 521.0 268.0 2.0 396.0 467.0 68.0 3.0 6.0 3.0 1738.0 609.0 582.0 51.1
19 Wolfsburg 26.0 51.1 34.0 374.0 3060.0 57.0 48.0 2.0 3.0 58.0 3.0 1.68 1.41 3.09 1.62 3.03 49.0 46.9 1.44 1.38 34.0 34.0 3060.0 37.0 1.09 122.0 84.0 72.1 17.0 10.0 7.0 14.0 41.2 5.0 3.0 2.0 0.0 34.0 1.0 4.0 1.0 36.1 0.26 0.1 0.0 202.0 490.0 41.2 1101.0 171.0 32.0 32.6 220.0 62.7 48.4 485.0 25.0 5.2 57.0 1.68 17.0 164.0 14.0 34.5 4.82 0.12 0.34 0.1 8.0 8.1 13133.0 17236.0 76.2 251433.0 91864.0 4953.0 5972.0 82.9 6223.0 7378.0 84.3 1661.0 2905.0 57.2 353.0 1004.0 282.0 70.0 1397.0 15503.0 1656.0 431.0 20.0 118.0 643.0 176.0 92.0 48.0 0.0 759.0 77.0 348.0 811.0 23.85 593.0 72.0 54.0 39.0 99.0 2.91 76.0 4.0 8.0 4.0 1.0 594.0 363.0 271.0 256.0 67.0 465.0 79.0 386.0 477.0 700.0 6.0 21358.0 2083.0 6589.0 10048.0 4952.0 747.0 21355.0 11549.0 595.0 469.0 139.0 13031.0 618.0 296.0 1.0 442.0 379.0 77.0 1.0 5.0 1.0 2088.0 567.0 566.0 50.0