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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_2018-2019_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,30.0,46.4,34.0,374.0,3060.0,50.0,33.0,5.0,5.0,55.0,1.0,1.47,0.97,2.44,1.32,2.29,45.3,41.8,1.33,1.23,34.0,34.0,3060.0,71.0,2.09,190.0,120.0,63.2,8.0,8.0,18.0,5.0,14.7,2.0,1.0,1.0,0.0,34.0,2.0,8.0,2.0,60.8,0.32,-8.2,-0.24,178.0,491.0,36.3,848.0,143.0,41.2,35.5,276.0,51.4,42.4,470.0,16.0,3.4,26.0,0.76,13.7,156.0,19.0,34.7,4.59,0.1,0.29,0.09,4.7,3.2,10999.0,15066.0,73.0,201057.0,82127.0,4694.0,5561.0,84.4,4346.0,5391.0,80.6,1453.0,2889.0,50.3,330.0,788.0,246.0,85.0,1158.0,13300.0,1681.0,411.0,22.0,146.0,603.0,142.0,37.0,79.0,10.0,750.0,85.0,380.0,766.0,22.53,540.0,75.0,54.0,42.0,81.0,2.38,54.0,4.0,12.0,6.0,2.0,591.0,376.0,280.0,262.0,49.0,404.0,130.0,274.0,467.0,754.0,15.0,18950.0,2152.0,6550.0,8752.0,3877.0,593.0,18945.0,9631.0,515.0,364.0,80.0,10914.0,504.0,336.0,0.0,458.0,349.0,85.0,2.0,2.0,2.0,1875.0,654.0,699.0,48.3
Bayern Munich,24.0,65.7,34.0,374.0,3060.0,86.0,62.0,3.0,4.0,42.0,2.0,2.53,1.82,4.35,2.44,4.26,85.6,82.4,2.52,2.42,34.0,34.0,3060.0,32.0,0.94,79.0,48.0,65.8,24.0,6.0,4.0,12.0,35.3,6.0,5.0,0.0,1.0,34.0,1.0,3.0,1.0,29.7,0.32,-1.3,-0.04,110.0,261.0,42.1,1012.0,170.0,23.1,28.3,165.0,16.4,30.9,249.0,10.0,4.0,52.0,1.53,20.0,252.0,28.0,39.8,7.41,0.13,0.33,0.13,0.4,0.6,20441.0,23944.0,85.4,364171.0,112358.0,8740.0,9555.0,91.5,8799.0,9768.0,90.1,2223.0,3234.0,68.7,472.0,1576.0,448.0,75.0,2192.0,22241.0,1615.0,385.0,47.0,209.0,777.0,287.0,112.0,125.0,2.0,712.0,88.0,396.0,1135.0,33.38,794.0,103.0,88.0,54.0,147.0,4.32,98.0,10.0,19.0,4.0,3.0,465.0,294.0,172.0,210.0,83.0,313.0,61.0,252.0,336.0,368.0,10.0,27295.0,1572.0,6398.0,13813.0,7296.0,1226.0,27291.0,16384.0,960.0,728.0,243.0,20325.0,469.0,315.0,2.0,312.0,342.0,88.0,4.0,6.0,1.0,1979.0,522.0,444.0,54.0
Dortmund,23.0,58.1,34.0,374.0,3060.0,80.0,60.0,4.0,4.0,40.0,3.0,2.35,1.76,4.12,2.24,4.0,61.5,58.4,1.81,1.72,34.0,34.0,3060.0,44.0,1.29,134.0,90.0,70.1,23.0,7.0,4.0,10.0,29.4,5.0,4.0,0.0,1.0,34.0,1.0,7.0,0.0,41.5,0.29,-2.5,-0.07,146.0,447.0,32.7,903.0,177.0,32.9,32.8,235.0,63.8,48.4,458.0,19.0,4.1,38.0,1.12,14.9,176.0,17.0,39.6,5.18,0.17,0.43,0.14,18.5,17.6,18779.0,22172.0,84.7,321433.0,102680.0,8942.0,9896.0,90.4,7550.0,8454.0,89.3,1786.0,2686.0,66.5,336.0,1358.0,268.0,41.0,1637.0,20416.0,1690.0,457.0,63.0,139.0,458.0,168.0,54.0,77.0,1.0,752.0,66.0,390.0,796.0,23.41,583.0,57.0,46.0,48.0,142.0,4.18,105.0,6.0,11.0,10.0,3.0,497.0,319.0,242.0,194.0,61.0,334.0,79.0,255.0,384.0,659.0,17.0,25919.0,1845.0,6539.0,13672.0,5943.0,829.0,25915.0,15941.0,784.0,610.0,207.0,18684.0,530.0,381.0,0.0,292.0,385.0,66.0,3.0,5.0,0.0,1784.0,461.0,472.0,49.4
Düsseldorf,24.0,43.2,34.0,374.0,3060.0,48.0,35.0,5.0,7.0,67.0,1.0,1.41,1.03,2.44,1.26,2.29,47.1,41.6,1.39,1.22,34.0,34.0,3060.0,65.0,1.91,179.0,114.0,67.6,13.0,5.0,16.0,5.0,14.7,7.0,7.0,0.0,0.0,34.0,1.0,7.0,0.0,56.9,0.3,-8.1,-0.24,233.0,582.0,40.0,715.0,152.0,43.5,36.8,328.0,82.6,54.5,553.0,30.0,5.4,6.0,0.18,9.7,153.0,15.0,37.3,4.5,0.1,0.28,0.1,0.9,1.4,11056.0,14623.0,75.6,215151.0,84981.0,4513.0,5328.0,84.7,4477.0,5457.0,82.0,1747.0,2983.0,58.6,306.0,875.0,218.0,68.0,1202.0,12897.0,1677.0,457.0,26.0,218.0,544.0,144.0,34.0,91.0,3.0,649.0,49.0,301.0,731.0,21.5,511.0,78.0,50.0,39.0,85.0,2.5,57.0,4.0,6.0,4.0,5.0,625.0,384.0,345.0,233.0,47.0,374.0,107.0,267.0,419.0,760.0,14.0,18363.0,2081.0,6608.0,8212.0,3744.0,572.0,18356.0,9580.0,553.0,346.0,125.0,10988.0,466.0,257.0,0.0,432.0,404.0,49.0,3.0,7.0,0.0,1725.0,609.0,608.0,50.0
Eint Frankfurt,30.0,47.2,34.0,374.0,3060.0,60.0,42.0,4.0,4.0,58.0,3.0,1.76,1.24,3.0,1.65,2.88,57.2,54.4,1.68,1.6,34.0,34.0,3060.0,48.0,1.41,165.0,118.0,71.5,15.0,9.0,10.0,9.0,26.5,1.0,1.0,0.0,0.0,34.0,1.0,5.0,1.0,44.1,0.27,-2.9,-0.09,350.0,745.0,47.0,1024.0,107.0,53.6,38.6,235.0,83.4,56.8,457.0,20.0,4.4,37.0,1.09,15.3,148.0,11.0,35.6,4.35,0.13,0.38,0.13,2.8,1.6,10568.0,14928.0,70.8,203665.0,90955.0,4348.0,5357.0,81.2,4481.0,5764.0,77.7,1487.0,2856.0,52.1,303.0,959.0,216.0,77.0,1247.0,13127.0,1720.0,454.0,52.0,109.0,678.0,179.0,65.0,64.0,0.0,769.0,81.0,379.0,710.0,20.88,481.0,83.0,38.0,40.0,97.0,2.85,70.0,7.0,10.0,2.0,1.0,598.0,371.0,291.0,246.0,61.0,465.0,102.0,363.0,360.0,708.0,4.0,18899.0,1922.0,5739.0,9079.0,4331.0,700.0,18895.0,9030.0,625.0,406.0,175.0,10463.0,528.0,365.0,2.0,420.0,346.0,81.0,1.0,1.0,1.0,2032.0,819.0,712.0,53.5
Freiburg,28.0,44.0,34.0,374.0,3060.0,44.0,25.0,5.0,6.0,54.0,3.0,1.29,0.74,2.03,1.15,1.88,40.9,36.2,1.2,1.06,34.0,34.0,3060.0,61.0,1.79,175.0,114.0,69.1,8.0,12.0,14.0,5.0,14.7,7.0,7.0,0.0,0.0,34.0,0.0,11.0,0.0,58.1,0.31,-2.9,-0.09,263.0,647.0,40.6,964.0,143.0,39.7,36.7,335.0,78.8,59.2,552.0,13.0,2.4,29.0,0.85,14.9,154.0,17.0,36.8,4.53,0.09,0.25,0.09,3.1,2.8,11389.0,14903.0,76.4,224099.0,84304.0,4258.0,4977.0,85.6,5063.0,5971.0,84.8,1692.0,2999.0,56.4,301.0,756.0,201.0,71.0,1064.0,13145.0,1707.0,449.0,19.0,175.0,528.0,150.0,90.0,38.0,1.0,679.0,51.0,322.0,734.0,21.59,515.0,71.0,47.0,46.0,71.0,2.09,44.0,6.0,10.0,9.0,2.0,570.0,357.0,301.0,211.0,58.0,401.0,121.0,280.0,374.0,882.0,12.0,18724.0,2188.0,6576.0,8638.0,3667.0,531.0,18719.0,8730.0,507.0,369.0,118.0,11288.0,464.0,300.0,3.0,412.0,408.0,51.0,4.0,7.0,0.0,1649.0,553.0,669.0,45.3
Hannover 96,32.0,46.3,34.0,374.0,3060.0,30.0,20.0,3.0,3.0,61.0,4.0,0.88,0.59,1.47,0.79,1.38,37.2,34.9,1.1,1.03,34.0,34.0,3060.0,71.0,2.09,226.0,155.0,71.2,5.0,6.0,23.0,5.0,14.7,7.0,6.0,1.0,0.0,34.0,1.0,10.0,1.0,65.1,0.27,-4.9,-0.14,310.0,633.0,49.0,982.0,150.0,45.9,36.8,310.0,58.7,43.4,569.0,26.0,4.6,42.0,1.24,14.6,112.0,13.0,29.3,3.29,0.07,0.24,0.09,-7.2,-7.9,11348.0,15117.0,75.1,209729.0,84211.0,4887.0,5751.0,85.0,4591.0,5605.0,81.9,1495.0,2768.0,54.0,281.0,776.0,215.0,57.0,1105.0,13278.0,1781.0,481.0,12.0,93.0,522.0,143.0,57.0,81.0,2.0,743.0,58.0,357.0,662.0,19.47,457.0,64.0,36.0,49.0,55.0,1.62,43.0,2.0,2.0,4.0,0.0,583.0,342.0,305.0,228.0,50.0,434.0,124.0,310.0,459.0,797.0,10.0,19244.0,2233.0,6547.0,9176.0,3739.0,533.0,19241.0,9719.0,572.0,405.0,116.0,11258.0,558.0,389.0,3.0,421.0,420.0,58.0,2.0,7.0,1.0,1788.0,617.0,716.0,46.3
Hertha BSC,26.0,47.9,34.0,374.0,3060.0,49.0,32.0,4.0,4.0,64.0,5.0,1.44,0.94,2.38,1.32,2.26,51.0,48.0,1.5,1.41,34.0,34.0,3060.0,57.0,1.68,159.0,103.0,66.7,11.0,10.0,13.0,9.0,26.5,6.0,4.0,1.0,1.0,34.0,1.0,6.0,2.0,52.1,0.3,-2.9,-0.08,369.0,836.0,44.1,967.0,104.0,58.1,40.6,309.0,88.7,57.5,536.0,33.0,6.2,30.0,0.88,14.1,143.0,15.0,35.8,4.21,0.11,0.31,0.12,-2.0,-3.0,12348.0,16140.0,76.5,224985.0,90720.0,5628.0,6555.0,85.9,4809.0,5819.0,82.6,1535.0,2810.0,54.6,307.0,837.0,226.0,70.0,1241.0,14358.0,1707.0,447.0,25.0,131.0,554.0,146.0,34.0,98.0,1.0,714.0,75.0,325.0,711.0,20.91,496.0,66.0,51.0,37.0,83.0,2.44,51.0,4.0,10.0,7.0,2.0,538.0,352.0,251.0,235.0,52.0,423.0,117.0,306.0,381.0,823.0,7.0,20051.0,2083.0,6050.0,10251.0,3961.0,611.0,20047.0,11616.0,562.0,450.0,135.0,12228.0,554.0,332.0,3.0,447.0,374.0,75.0,3.0,6.0,2.0,1746.0,693.0,640.0,52.0
Hoffenheim,29.0,53.8,34.0,374.0,3060.0,69.0,49.0,6.0,7.0,67.0,2.0,2.03,1.44,3.47,1.85,3.29,75.9,70.6,2.23,2.08,34.0,34.0,3060.0,52.0,1.53,173.0,122.0,74.0,13.0,12.0,9.0,5.0,14.7,7.0,7.0,0.0,0.0,34.0,1.0,4.0,1.0,49.1,0.25,-1.9,-0.06,178.0,424.0,42.0,1073.0,194.0,29.8,29.8,253.0,41.1,39.8,462.0,15.0,3.2,60.0,1.76,17.9,215.0,15.0,35.5,6.32,0.1,0.29,0.12,-6.9,-7.6,14436.0,18031.0,80.1,255965.0,97949.0,6457.0,7333.0,88.1,5920.0,6919.0,85.6,1572.0,2667.0,58.9,470.0,1136.0,346.0,91.0,1589.0,16338.0,1627.0,413.0,32.0,113.0,667.0,182.0,76.0,84.0,0.0,695.0,66.0,378.0,1081.0,31.79,786.0,80.0,69.0,44.0,118.0,3.47,84.0,6.0,12.0,8.0,0.0,571.0,363.0,260.0,237.0,74.0,419.0,104.0,315.0,399.0,638.0,13.0,21996.0,1995.0,6560.0,10363.0,5317.0,940.0,21989.0,12546.0,950.0,613.0,194.0,14348.0,499.0,361.0,2.0,471.0,348.0,66.0,5.0,7.0,1.0,1847.0,521.0,531.0,49.5
Leverkusen,21.0,59.8,34.0,374.0,3060.0,68.0,51.0,4.0,5.0,50.0,1.0,2.0,1.5,3.5,1.88,3.38,58.3,54.4,1.71,1.6,34.0,34.0,3060.0,52.0,1.53,139.0,88.0,65.5,18.0,4.0,12.0,9.0,26.5,6.0,4.0,2.0,0.0,34.0,2.0,10.0,3.0,43.0,0.27,-6.0,-0.18,211.0,476.0,44.3,1214.0,169.0,30.1,32.2,207.0,53.1,42.0,424.0,11.0,2.6,53.0,1.56,17.9,188.0,25.0,36.6,5.53,0.12,0.34,0.11,9.7,9.6,18245.0,22081.0,82.6,314578.0,108444.0,8254.0,9224.0,89.5,7291.0,8289.0,88.0,1870.0,2924.0,64.0,381.0,1266.0,356.0,78.0,1791.0,20354.0,1662.0,453.0,30.0,169.0,633.0,189.0,94.0,78.0,1.0,728.0,65.0,429.0,894.0,26.29,683.0,55.0,57.0,40.0,117.0,3.44,94.0,5.0,11.0,6.0,0.0,583.0,368.0,298.0,217.0,68.0,416.0,96.0,320.0,358.0,687.0,7.0,25994.0,1974.0,6954.0,13384.0,5848.0,864.0,25989.0,13049.0,719.0,484.0,162.0,18139.0,581.0,394.0,0.0,367.0,383.0,65.0,3.0,6.0,3.0,2020.0,541.0,554.0,49.4
M'Gladbach,22.0,53.1,34.0,374.0,3060.0,53.0,43.0,4.0,7.0,43.0,0.0,1.56,1.26,2.82,1.44,2.71,52.2,46.7,1.54,1.37,34.0,34.0,3060.0,42.0,1.24,156.0,114.0,75.0,16.0,7.0,11.0,13.0,38.2,3.0,3.0,0.0,0.0,34.0,0.0,3.0,0.0,48.2,0.3,6.2,0.18,174.0,465.0,37.4,1338.0,190.0,26.3,30.5,264.0,42.8,40.0,458.0,26.0,5.7,33.0,0.97,13.8,149.0,16.0,33.0,4.38,0.11,0.33,0.11,0.8,2.3,15736.0,19093.0,82.4,294502.0,95475.0,6089.0,6877.0,88.5,7411.0,8275.0,89.6,1842.0,2946.0,62.5,346.0,1108.0,285.0,64.0,1532.0,17411.0,1612.0,421.0,27.0,174.0,565.0,189.0,67.0,91.0,2.0,666.0,70.0,329.0,804.0,23.65,596.0,63.0,63.0,32.0,97.0,2.85,73.0,5.0,7.0,3.0,0.0,498.0,292.0,258.0,192.0,48.0,382.0,102.0,280.0,310.0,648.0,18.0,22515.0,2107.0,7022.0,10979.0,4688.0,718.0,22508.0,12727.0,775.0,517.0,130.0,15624.0,473.0,300.0,0.0,333.0,357.0,70.0,5.0,3.0,0.0,1680.0,426.0,549.0,43.7
Mainz 05,28.0,46.1,34.0,374.0,3060.0,44.0,30.0,3.0,3.0,56.0,0.0,1.29,0.88,2.18,1.21,2.09,51.2,48.8,1.51,1.44,34.0,34.0,3060.0,57.0,1.68,173.0,116.0,68.8,12.0,7.0,15.0,7.0,20.6,4.0,3.0,0.0,1.0,34.0,1.0,8.0,0.0,51.9,0.29,-5.1,-0.15,203.0,596.0,34.1,881.0,160.0,41.7,37.2,293.0,78.2,56.7,522.0,22.0,4.2,37.0,1.09,14.8,146.0,18.0,29.6,4.29,0.08,0.28,0.1,-7.2,-7.8,11451.0,15327.0,74.7,221968.0,84862.0,4848.0,5702.0,85.0,4652.0,5677.0,81.9,1759.0,3169.0,55.5,363.0,990.0,255.0,83.0,1261.0,13529.0,1715.0,412.0,42.0,164.0,646.0,150.0,45.0,92.0,5.0,770.0,83.0,341.0,861.0,25.32,630.0,67.0,49.0,41.0,77.0,2.26,54.0,3.0,4.0,4.0,3.0,528.0,309.0,256.0,219.0,53.0,455.0,123.0,332.0,395.0,728.0,12.0,19264.0,2020.0,5988.0,8762.0,4754.0,643.0,19261.0,10481.0,624.0,472.0,134.0,11364.0,513.0,393.0,0.0,430.0,359.0,83.0,3.0,4.0,0.0,1843.0,658.0,627.0,51.2
Nürnberg,27.0,42.4,34.0,374.0,3060.0,25.0,16.0,2.0,6.0,58.0,4.0,0.74,0.47,1.21,0.68,1.15,35.7,30.9,1.05,0.91,34.0,34.0,3060.0,68.0,2.0,179.0,112.0,63.1,3.0,10.0,21.0,4.0,11.8,4.0,2.0,1.0,1.0,34.0,1.0,7.0,2.0,53.5,0.29,-12.5,-0.37,231.0,661.0,34.9,1017.0,138.0,44.1,36.9,337.0,62.9,49.8,633.0,10.0,1.6,20.0,0.59,10.9,99.0,19.0,28.0,2.91,0.06,0.23,0.09,-10.7,-7.9,10558.0,14199.0,74.4,195884.0,77242.0,4429.0,5210.0,85.0,4431.0,5373.0,82.5,1327.0,2687.0,49.4,243.0,700.0,166.0,41.0,989.0,12455.0,1691.0,418.0,20.0,130.0,495.0,151.0,50.0,84.0,5.0,686.0,53.0,303.0,624.0,18.35,426.0,72.0,48.0,50.0,39.0,1.15,24.0,4.0,7.0,3.0,0.0,551.0,350.0,335.0,175.0,41.0,382.0,119.0,263.0,354.0,840.0,12.0,17943.0,2357.0,6850.0,7849.0,3432.0,460.0,17937.0,8687.0,483.0,341.0,72.0,10490.0,486.0,293.0,1.0,394.0,381.0,53.0,5.0,4.0,2.0,1646.0,621.0,669.0,48.1
RB Leipzig,23.0,49.6,34.0,374.0,3060.0,63.0,41.0,5.0,7.0,61.0,1.0,1.85,1.21,3.06,1.71,2.91,65.7,60.2,1.93,1.77,34.0,34.0,3060.0,29.0,0.85,121.0,93.0,80.2,19.0,9.0,6.0,16.0,47.1,6.0,5.0,0.0,1.0,34.0,1.0,4.0,1.0,39.7,0.29,11.7,0.34,241.0,598.0,40.3,822.0,128.0,50.0,39.5,229.0,81.7,55.7,389.0,16.0,4.1,59.0,1.74,19.3,172.0,18.0,35.1,5.06,0.12,0.34,0.13,-2.7,-2.2,12448.0,16841.0,73.9,204197.0,88278.0,6154.0,7307.0,84.2,4271.0,5496.0,77.7,1254.0,2457.0,51.0,383.0,1085.0,324.0,70.0,1607.0,14905.0,1849.0,515.0,54.0,78.0,616.0,190.0,59.0,101.0,0.0,852.0,87.0,409.0,861.0,25.32,626.0,75.0,48.0,46.0,101.0,2.97,63.0,3.0,10.0,5.0,4.0,657.0,398.0,300.0,279.0,78.0,455.0,70.0,385.0,416.0,717.0,1.0,21038.0,1638.0,5254.0,10359.0,5654.0,829.0,21031.0,9533.0,733.0,535.0,177.0,12363.0,574.0,391.0,0.0,465.0,393.0,87.0,3.0,6.0,1.0,1998.0,743.0,603.0,55.2
Schalke 04,32.0,45.4,34.0,374.0,3060.0,37.0,23.0,7.0,9.0,72.0,5.0,1.09,0.68,1.76,0.88,1.56,45.6,39.0,1.34,1.15,34.0,34.0,3057.0,55.0,1.62,166.0,111.0,69.9,8.0,9.0,17.0,7.0,20.6,6.0,5.0,1.0,0.0,34.0,1.0,4.0,1.0,52.7,0.29,-1.3,-0.04,216.0,507.0,42.6,779.0,127.0,42.2,36.6,254.0,70.1,49.8,427.0,21.0,4.9,32.0,0.94,14.1,122.0,18.0,30.0,3.59,0.07,0.25,0.1,-8.6,-9.0,10812.0,14474.0,74.7,209639.0,80371.0,4241.0,5068.0,83.7,4874.0,5828.0,83.6,1509.0,2800.0,53.9,305.0,837.0,211.0,47.0,1148.0,12723.0,1672.0,442.0,24.0,101.0,521.0,155.0,24.0,128.0,1.0,734.0,79.0,315.0,707.0,20.79,442.0,93.0,43.0,69.0,60.0,1.76,34.0,6.0,6.0,7.0,1.0,631.0,381.0,279.0,286.0,66.0,464.0,119.0,345.0,419.0,657.0,16.0,18476.0,1848.0,5885.0,8933.0,3940.0,652.0,18467.0,9416.0,676.0,473.0,140.0,10710.0,525.0,377.0,1.0,454.0,397.0,79.0,7.0,6.0,1.0,1886.0,600.0,559.0,51.8
Stuttgart,26.0,45.9,34.0,374.0,3060.0,32.0,26.0,1.0,1.0,64.0,5.0,0.94,0.76,1.71,0.91,1.68,38.0,37.3,1.12,1.1,34.0,34.0,3060.0,70.0,2.06,179.0,113.0,62.0,7.0,7.0,20.0,6.0,17.6,3.0,2.0,0.0,1.0,34.0,2.0,7.0,4.0,56.4,0.31,-9.6,-0.28,259.0,714.0,36.3,911.0,129.0,55.4,40.3,305.0,68.5,52.7,518.0,22.0,4.2,41.0,1.21,14.7,113.0,16.0,27.8,3.32,0.08,0.27,0.09,-6.0,-6.3,11198.0,15209.0,73.6,207957.0,79413.0,4792.0,5632.0,85.1,4494.0,5530.0,81.3,1508.0,2949.0,51.1,304.0,815.0,229.0,103.0,1130.0,13362.0,1780.0,475.0,18.0,117.0,727.0,169.0,64.0,91.0,0.0,727.0,67.0,346.0,714.0,21.0,517.0,73.0,39.0,34.0,58.0,1.71,41.0,6.0,6.0,1.0,0.0,576.0,362.0,299.0,217.0,60.0,422.0,116.0,306.0,399.0,898.0,12.0,19205.0,2097.0,6327.0,8926.0,4127.0,587.0,19204.0,9075.0,506.0,391.0,92.0,11120.0,499.0,308.0,2.0,374.0,399.0,67.0,0.0,3.0,4.0,1720.0,723.0,691.0,51.1
Werder Bremen,24.0,52.1,34.0,374.0,3060.0,57.0,38.0,4.0,4.0,61.0,3.0,1.68,1.12,2.79,1.56,2.68,49.8,46.7,1.46,1.37,34.0,34.0,3060.0,49.0,1.44,157.0,108.0,71.3,14.0,11.0,9.0,5.0,14.7,5.0,4.0,0.0,1.0,34.0,2.0,5.0,0.0,48.6,0.29,-0.4,-0.01,213.0,501.0,42.5,941.0,169.0,36.1,34.6,310.0,51.9,43.1,510.0,13.0,2.5,25.0,0.74,13.4,170.0,11.0,36.4,5.0,0.11,0.31,0.1,7.2,6.3,14383.0,18331.0,78.5,263762.0,98861.0,6170.0,7164.0,86.1,6226.0,7355.0,84.6,1677.0,2875.0,58.3,351.0,1200.0,310.0,90.0,1672.0,16553.0,1738.0,449.0,31.0,129.0,676.0,168.0,91.0,66.0,0.0,729.0,40.0,410.0,832.0,24.47,636.0,61.0,48.0,30.0,102.0,3.0,68.0,3.0,9.0,7.0,1.0,549.0,344.0,256.0,230.0,63.0,426.0,109.0,317.0,407.0,817.0,10.0,22276.0,2114.0,6390.0,10720.0,5341.0,719.0,22272.0,11744.0,635.0,500.0,125.0,14280.0,523.0,332.0,3.0,437.0,346.0,40.0,4.0,5.0,0.0,1825.0,605.0,662.0,47.8
Wolfsburg,25.0,53.3,34.0,374.0,3060.0,59.0,38.0,5.0,5.0,62.0,0.0,1.74,1.12,2.85,1.59,2.71,47.6,43.8,1.4,1.29,34.0,34.0,3060.0,50.0,1.47,159.0,108.0,71.1,16.0,7.0,11.0,9.0,26.5,6.0,4.0,1.0,1.0,34.0,3.0,1.0,0.0,51.9,0.31,1.9,0.06,261.0,560.0,46.6,1251.0,186.0,32.5,33.8,275.0,56.0,46.6,530.0,24.0,4.5,28.0,0.82,13.8,159.0,15.0,37.9,4.68,0.13,0.34,0.11,11.4,10.2,13184.0,17159.0,76.8,266544.0,93327.0,4662.0,5657.0,82.4,5838.0,6892.0,84.7,2242.0,3502.0,64.0,312.0,901.0,272.0,95.0,1320.0,15333.0,1759.0,482.0,30.0,250.0,682.0,175.0,65.0,64.0,5.0,744.0,67.0,382.0,754.0,22.18,543.0,83.0,40.0,45.0,100.0,2.94,64.0,9.0,13.0,6.0,2.0,542.0,343.0,272.0,209.0,61.0,399.0,95.0,304.0,426.0,791.0,18.0,20950.0,2357.0,7146.0,9574.0,4433.0,653.0,20945.0,11668.0,618.0,438.0,137.0,13078.0,489.0,330.0,0.0,358.0,439.0,67.0,3.0,6.0,0.0,1813.0,610.0,573.0,51.6
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 30.0 46.4 34.0 374.0 3060.0 50.0 33.0 5.0 5.0 55.0 1.0 1.47 0.97 2.44 1.32 2.29 45.3 41.8 1.33 1.23 34.0 34.0 3060.0 71.0 2.09 190.0 120.0 63.2 8.0 8.0 18.0 5.0 14.7 2.0 1.0 1.0 0.0 34.0 2.0 8.0 2.0 60.8 0.32 -8.2 -0.24 178.0 491.0 36.3 848.0 143.0 41.2 35.5 276.0 51.4 42.4 470.0 16.0 3.4 26.0 0.76 13.7 156.0 19.0 34.7 4.59 0.1 0.29 0.09 4.7 3.2 10999.0 15066.0 73.0 201057.0 82127.0 4694.0 5561.0 84.4 4346.0 5391.0 80.6 1453.0 2889.0 50.3 330.0 788.0 246.0 85.0 1158.0 13300.0 1681.0 411.0 22.0 146.0 603.0 142.0 37.0 79.0 10.0 750.0 85.0 380.0 766.0 22.53 540.0 75.0 54.0 42.0 81.0 2.38 54.0 4.0 12.0 6.0 2.0 591.0 376.0 280.0 262.0 49.0 404.0 130.0 274.0 467.0 754.0 15.0 18950.0 2152.0 6550.0 8752.0 3877.0 593.0 18945.0 9631.0 515.0 364.0 80.0 10914.0 504.0 336.0 0.0 458.0 349.0 85.0 2.0 2.0 2.0 1875.0 654.0 699.0 48.3
3 Bayern Munich 24.0 65.7 34.0 374.0 3060.0 86.0 62.0 3.0 4.0 42.0 2.0 2.53 1.82 4.35 2.44 4.26 85.6 82.4 2.52 2.42 34.0 34.0 3060.0 32.0 0.94 79.0 48.0 65.8 24.0 6.0 4.0 12.0 35.3 6.0 5.0 0.0 1.0 34.0 1.0 3.0 1.0 29.7 0.32 -1.3 -0.04 110.0 261.0 42.1 1012.0 170.0 23.1 28.3 165.0 16.4 30.9 249.0 10.0 4.0 52.0 1.53 20.0 252.0 28.0 39.8 7.41 0.13 0.33 0.13 0.4 0.6 20441.0 23944.0 85.4 364171.0 112358.0 8740.0 9555.0 91.5 8799.0 9768.0 90.1 2223.0 3234.0 68.7 472.0 1576.0 448.0 75.0 2192.0 22241.0 1615.0 385.0 47.0 209.0 777.0 287.0 112.0 125.0 2.0 712.0 88.0 396.0 1135.0 33.38 794.0 103.0 88.0 54.0 147.0 4.32 98.0 10.0 19.0 4.0 3.0 465.0 294.0 172.0 210.0 83.0 313.0 61.0 252.0 336.0 368.0 10.0 27295.0 1572.0 6398.0 13813.0 7296.0 1226.0 27291.0 16384.0 960.0 728.0 243.0 20325.0 469.0 315.0 2.0 312.0 342.0 88.0 4.0 6.0 1.0 1979.0 522.0 444.0 54.0
4 Dortmund 23.0 58.1 34.0 374.0 3060.0 80.0 60.0 4.0 4.0 40.0 3.0 2.35 1.76 4.12 2.24 4.0 61.5 58.4 1.81 1.72 34.0 34.0 3060.0 44.0 1.29 134.0 90.0 70.1 23.0 7.0 4.0 10.0 29.4 5.0 4.0 0.0 1.0 34.0 1.0 7.0 0.0 41.5 0.29 -2.5 -0.07 146.0 447.0 32.7 903.0 177.0 32.9 32.8 235.0 63.8 48.4 458.0 19.0 4.1 38.0 1.12 14.9 176.0 17.0 39.6 5.18 0.17 0.43 0.14 18.5 17.6 18779.0 22172.0 84.7 321433.0 102680.0 8942.0 9896.0 90.4 7550.0 8454.0 89.3 1786.0 2686.0 66.5 336.0 1358.0 268.0 41.0 1637.0 20416.0 1690.0 457.0 63.0 139.0 458.0 168.0 54.0 77.0 1.0 752.0 66.0 390.0 796.0 23.41 583.0 57.0 46.0 48.0 142.0 4.18 105.0 6.0 11.0 10.0 3.0 497.0 319.0 242.0 194.0 61.0 334.0 79.0 255.0 384.0 659.0 17.0 25919.0 1845.0 6539.0 13672.0 5943.0 829.0 25915.0 15941.0 784.0 610.0 207.0 18684.0 530.0 381.0 0.0 292.0 385.0 66.0 3.0 5.0 0.0 1784.0 461.0 472.0 49.4
5 Düsseldorf 24.0 43.2 34.0 374.0 3060.0 48.0 35.0 5.0 7.0 67.0 1.0 1.41 1.03 2.44 1.26 2.29 47.1 41.6 1.39 1.22 34.0 34.0 3060.0 65.0 1.91 179.0 114.0 67.6 13.0 5.0 16.0 5.0 14.7 7.0 7.0 0.0 0.0 34.0 1.0 7.0 0.0 56.9 0.3 -8.1 -0.24 233.0 582.0 40.0 715.0 152.0 43.5 36.8 328.0 82.6 54.5 553.0 30.0 5.4 6.0 0.18 9.7 153.0 15.0 37.3 4.5 0.1 0.28 0.1 0.9 1.4 11056.0 14623.0 75.6 215151.0 84981.0 4513.0 5328.0 84.7 4477.0 5457.0 82.0 1747.0 2983.0 58.6 306.0 875.0 218.0 68.0 1202.0 12897.0 1677.0 457.0 26.0 218.0 544.0 144.0 34.0 91.0 3.0 649.0 49.0 301.0 731.0 21.5 511.0 78.0 50.0 39.0 85.0 2.5 57.0 4.0 6.0 4.0 5.0 625.0 384.0 345.0 233.0 47.0 374.0 107.0 267.0 419.0 760.0 14.0 18363.0 2081.0 6608.0 8212.0 3744.0 572.0 18356.0 9580.0 553.0 346.0 125.0 10988.0 466.0 257.0 0.0 432.0 404.0 49.0 3.0 7.0 0.0 1725.0 609.0 608.0 50.0
6 Eint Frankfurt 30.0 47.2 34.0 374.0 3060.0 60.0 42.0 4.0 4.0 58.0 3.0 1.76 1.24 3.0 1.65 2.88 57.2 54.4 1.68 1.6 34.0 34.0 3060.0 48.0 1.41 165.0 118.0 71.5 15.0 9.0 10.0 9.0 26.5 1.0 1.0 0.0 0.0 34.0 1.0 5.0 1.0 44.1 0.27 -2.9 -0.09 350.0 745.0 47.0 1024.0 107.0 53.6 38.6 235.0 83.4 56.8 457.0 20.0 4.4 37.0 1.09 15.3 148.0 11.0 35.6 4.35 0.13 0.38 0.13 2.8 1.6 10568.0 14928.0 70.8 203665.0 90955.0 4348.0 5357.0 81.2 4481.0 5764.0 77.7 1487.0 2856.0 52.1 303.0 959.0 216.0 77.0 1247.0 13127.0 1720.0 454.0 52.0 109.0 678.0 179.0 65.0 64.0 0.0 769.0 81.0 379.0 710.0 20.88 481.0 83.0 38.0 40.0 97.0 2.85 70.0 7.0 10.0 2.0 1.0 598.0 371.0 291.0 246.0 61.0 465.0 102.0 363.0 360.0 708.0 4.0 18899.0 1922.0 5739.0 9079.0 4331.0 700.0 18895.0 9030.0 625.0 406.0 175.0 10463.0 528.0 365.0 2.0 420.0 346.0 81.0 1.0 1.0 1.0 2032.0 819.0 712.0 53.5
7 Freiburg 28.0 44.0 34.0 374.0 3060.0 44.0 25.0 5.0 6.0 54.0 3.0 1.29 0.74 2.03 1.15 1.88 40.9 36.2 1.2 1.06 34.0 34.0 3060.0 61.0 1.79 175.0 114.0 69.1 8.0 12.0 14.0 5.0 14.7 7.0 7.0 0.0 0.0 34.0 0.0 11.0 0.0 58.1 0.31 -2.9 -0.09 263.0 647.0 40.6 964.0 143.0 39.7 36.7 335.0 78.8 59.2 552.0 13.0 2.4 29.0 0.85 14.9 154.0 17.0 36.8 4.53 0.09 0.25 0.09 3.1 2.8 11389.0 14903.0 76.4 224099.0 84304.0 4258.0 4977.0 85.6 5063.0 5971.0 84.8 1692.0 2999.0 56.4 301.0 756.0 201.0 71.0 1064.0 13145.0 1707.0 449.0 19.0 175.0 528.0 150.0 90.0 38.0 1.0 679.0 51.0 322.0 734.0 21.59 515.0 71.0 47.0 46.0 71.0 2.09 44.0 6.0 10.0 9.0 2.0 570.0 357.0 301.0 211.0 58.0 401.0 121.0 280.0 374.0 882.0 12.0 18724.0 2188.0 6576.0 8638.0 3667.0 531.0 18719.0 8730.0 507.0 369.0 118.0 11288.0 464.0 300.0 3.0 412.0 408.0 51.0 4.0 7.0 0.0 1649.0 553.0 669.0 45.3
8 Hannover 96 32.0 46.3 34.0 374.0 3060.0 30.0 20.0 3.0 3.0 61.0 4.0 0.88 0.59 1.47 0.79 1.38 37.2 34.9 1.1 1.03 34.0 34.0 3060.0 71.0 2.09 226.0 155.0 71.2 5.0 6.0 23.0 5.0 14.7 7.0 6.0 1.0 0.0 34.0 1.0 10.0 1.0 65.1 0.27 -4.9 -0.14 310.0 633.0 49.0 982.0 150.0 45.9 36.8 310.0 58.7 43.4 569.0 26.0 4.6 42.0 1.24 14.6 112.0 13.0 29.3 3.29 0.07 0.24 0.09 -7.2 -7.9 11348.0 15117.0 75.1 209729.0 84211.0 4887.0 5751.0 85.0 4591.0 5605.0 81.9 1495.0 2768.0 54.0 281.0 776.0 215.0 57.0 1105.0 13278.0 1781.0 481.0 12.0 93.0 522.0 143.0 57.0 81.0 2.0 743.0 58.0 357.0 662.0 19.47 457.0 64.0 36.0 49.0 55.0 1.62 43.0 2.0 2.0 4.0 0.0 583.0 342.0 305.0 228.0 50.0 434.0 124.0 310.0 459.0 797.0 10.0 19244.0 2233.0 6547.0 9176.0 3739.0 533.0 19241.0 9719.0 572.0 405.0 116.0 11258.0 558.0 389.0 3.0 421.0 420.0 58.0 2.0 7.0 1.0 1788.0 617.0 716.0 46.3
9 Hertha BSC 26.0 47.9 34.0 374.0 3060.0 49.0 32.0 4.0 4.0 64.0 5.0 1.44 0.94 2.38 1.32 2.26 51.0 48.0 1.5 1.41 34.0 34.0 3060.0 57.0 1.68 159.0 103.0 66.7 11.0 10.0 13.0 9.0 26.5 6.0 4.0 1.0 1.0 34.0 1.0 6.0 2.0 52.1 0.3 -2.9 -0.08 369.0 836.0 44.1 967.0 104.0 58.1 40.6 309.0 88.7 57.5 536.0 33.0 6.2 30.0 0.88 14.1 143.0 15.0 35.8 4.21 0.11 0.31 0.12 -2.0 -3.0 12348.0 16140.0 76.5 224985.0 90720.0 5628.0 6555.0 85.9 4809.0 5819.0 82.6 1535.0 2810.0 54.6 307.0 837.0 226.0 70.0 1241.0 14358.0 1707.0 447.0 25.0 131.0 554.0 146.0 34.0 98.0 1.0 714.0 75.0 325.0 711.0 20.91 496.0 66.0 51.0 37.0 83.0 2.44 51.0 4.0 10.0 7.0 2.0 538.0 352.0 251.0 235.0 52.0 423.0 117.0 306.0 381.0 823.0 7.0 20051.0 2083.0 6050.0 10251.0 3961.0 611.0 20047.0 11616.0 562.0 450.0 135.0 12228.0 554.0 332.0 3.0 447.0 374.0 75.0 3.0 6.0 2.0 1746.0 693.0 640.0 52.0
10 Hoffenheim 29.0 53.8 34.0 374.0 3060.0 69.0 49.0 6.0 7.0 67.0 2.0 2.03 1.44 3.47 1.85 3.29 75.9 70.6 2.23 2.08 34.0 34.0 3060.0 52.0 1.53 173.0 122.0 74.0 13.0 12.0 9.0 5.0 14.7 7.0 7.0 0.0 0.0 34.0 1.0 4.0 1.0 49.1 0.25 -1.9 -0.06 178.0 424.0 42.0 1073.0 194.0 29.8 29.8 253.0 41.1 39.8 462.0 15.0 3.2 60.0 1.76 17.9 215.0 15.0 35.5 6.32 0.1 0.29 0.12 -6.9 -7.6 14436.0 18031.0 80.1 255965.0 97949.0 6457.0 7333.0 88.1 5920.0 6919.0 85.6 1572.0 2667.0 58.9 470.0 1136.0 346.0 91.0 1589.0 16338.0 1627.0 413.0 32.0 113.0 667.0 182.0 76.0 84.0 0.0 695.0 66.0 378.0 1081.0 31.79 786.0 80.0 69.0 44.0 118.0 3.47 84.0 6.0 12.0 8.0 0.0 571.0 363.0 260.0 237.0 74.0 419.0 104.0 315.0 399.0 638.0 13.0 21996.0 1995.0 6560.0 10363.0 5317.0 940.0 21989.0 12546.0 950.0 613.0 194.0 14348.0 499.0 361.0 2.0 471.0 348.0 66.0 5.0 7.0 1.0 1847.0 521.0 531.0 49.5
11 Leverkusen 21.0 59.8 34.0 374.0 3060.0 68.0 51.0 4.0 5.0 50.0 1.0 2.0 1.5 3.5 1.88 3.38 58.3 54.4 1.71 1.6 34.0 34.0 3060.0 52.0 1.53 139.0 88.0 65.5 18.0 4.0 12.0 9.0 26.5 6.0 4.0 2.0 0.0 34.0 2.0 10.0 3.0 43.0 0.27 -6.0 -0.18 211.0 476.0 44.3 1214.0 169.0 30.1 32.2 207.0 53.1 42.0 424.0 11.0 2.6 53.0 1.56 17.9 188.0 25.0 36.6 5.53 0.12 0.34 0.11 9.7 9.6 18245.0 22081.0 82.6 314578.0 108444.0 8254.0 9224.0 89.5 7291.0 8289.0 88.0 1870.0 2924.0 64.0 381.0 1266.0 356.0 78.0 1791.0 20354.0 1662.0 453.0 30.0 169.0 633.0 189.0 94.0 78.0 1.0 728.0 65.0 429.0 894.0 26.29 683.0 55.0 57.0 40.0 117.0 3.44 94.0 5.0 11.0 6.0 0.0 583.0 368.0 298.0 217.0 68.0 416.0 96.0 320.0 358.0 687.0 7.0 25994.0 1974.0 6954.0 13384.0 5848.0 864.0 25989.0 13049.0 719.0 484.0 162.0 18139.0 581.0 394.0 0.0 367.0 383.0 65.0 3.0 6.0 3.0 2020.0 541.0 554.0 49.4
12 M'Gladbach 22.0 53.1 34.0 374.0 3060.0 53.0 43.0 4.0 7.0 43.0 0.0 1.56 1.26 2.82 1.44 2.71 52.2 46.7 1.54 1.37 34.0 34.0 3060.0 42.0 1.24 156.0 114.0 75.0 16.0 7.0 11.0 13.0 38.2 3.0 3.0 0.0 0.0 34.0 0.0 3.0 0.0 48.2 0.3 6.2 0.18 174.0 465.0 37.4 1338.0 190.0 26.3 30.5 264.0 42.8 40.0 458.0 26.0 5.7 33.0 0.97 13.8 149.0 16.0 33.0 4.38 0.11 0.33 0.11 0.8 2.3 15736.0 19093.0 82.4 294502.0 95475.0 6089.0 6877.0 88.5 7411.0 8275.0 89.6 1842.0 2946.0 62.5 346.0 1108.0 285.0 64.0 1532.0 17411.0 1612.0 421.0 27.0 174.0 565.0 189.0 67.0 91.0 2.0 666.0 70.0 329.0 804.0 23.65 596.0 63.0 63.0 32.0 97.0 2.85 73.0 5.0 7.0 3.0 0.0 498.0 292.0 258.0 192.0 48.0 382.0 102.0 280.0 310.0 648.0 18.0 22515.0 2107.0 7022.0 10979.0 4688.0 718.0 22508.0 12727.0 775.0 517.0 130.0 15624.0 473.0 300.0 0.0 333.0 357.0 70.0 5.0 3.0 0.0 1680.0 426.0 549.0 43.7
13 Mainz 05 28.0 46.1 34.0 374.0 3060.0 44.0 30.0 3.0 3.0 56.0 0.0 1.29 0.88 2.18 1.21 2.09 51.2 48.8 1.51 1.44 34.0 34.0 3060.0 57.0 1.68 173.0 116.0 68.8 12.0 7.0 15.0 7.0 20.6 4.0 3.0 0.0 1.0 34.0 1.0 8.0 0.0 51.9 0.29 -5.1 -0.15 203.0 596.0 34.1 881.0 160.0 41.7 37.2 293.0 78.2 56.7 522.0 22.0 4.2 37.0 1.09 14.8 146.0 18.0 29.6 4.29 0.08 0.28 0.1 -7.2 -7.8 11451.0 15327.0 74.7 221968.0 84862.0 4848.0 5702.0 85.0 4652.0 5677.0 81.9 1759.0 3169.0 55.5 363.0 990.0 255.0 83.0 1261.0 13529.0 1715.0 412.0 42.0 164.0 646.0 150.0 45.0 92.0 5.0 770.0 83.0 341.0 861.0 25.32 630.0 67.0 49.0 41.0 77.0 2.26 54.0 3.0 4.0 4.0 3.0 528.0 309.0 256.0 219.0 53.0 455.0 123.0 332.0 395.0 728.0 12.0 19264.0 2020.0 5988.0 8762.0 4754.0 643.0 19261.0 10481.0 624.0 472.0 134.0 11364.0 513.0 393.0 0.0 430.0 359.0 83.0 3.0 4.0 0.0 1843.0 658.0 627.0 51.2
14 Nürnberg 27.0 42.4 34.0 374.0 3060.0 25.0 16.0 2.0 6.0 58.0 4.0 0.74 0.47 1.21 0.68 1.15 35.7 30.9 1.05 0.91 34.0 34.0 3060.0 68.0 2.0 179.0 112.0 63.1 3.0 10.0 21.0 4.0 11.8 4.0 2.0 1.0 1.0 34.0 1.0 7.0 2.0 53.5 0.29 -12.5 -0.37 231.0 661.0 34.9 1017.0 138.0 44.1 36.9 337.0 62.9 49.8 633.0 10.0 1.6 20.0 0.59 10.9 99.0 19.0 28.0 2.91 0.06 0.23 0.09 -10.7 -7.9 10558.0 14199.0 74.4 195884.0 77242.0 4429.0 5210.0 85.0 4431.0 5373.0 82.5 1327.0 2687.0 49.4 243.0 700.0 166.0 41.0 989.0 12455.0 1691.0 418.0 20.0 130.0 495.0 151.0 50.0 84.0 5.0 686.0 53.0 303.0 624.0 18.35 426.0 72.0 48.0 50.0 39.0 1.15 24.0 4.0 7.0 3.0 0.0 551.0 350.0 335.0 175.0 41.0 382.0 119.0 263.0 354.0 840.0 12.0 17943.0 2357.0 6850.0 7849.0 3432.0 460.0 17937.0 8687.0 483.0 341.0 72.0 10490.0 486.0 293.0 1.0 394.0 381.0 53.0 5.0 4.0 2.0 1646.0 621.0 669.0 48.1
15 RB Leipzig 23.0 49.6 34.0 374.0 3060.0 63.0 41.0 5.0 7.0 61.0 1.0 1.85 1.21 3.06 1.71 2.91 65.7 60.2 1.93 1.77 34.0 34.0 3060.0 29.0 0.85 121.0 93.0 80.2 19.0 9.0 6.0 16.0 47.1 6.0 5.0 0.0 1.0 34.0 1.0 4.0 1.0 39.7 0.29 11.7 0.34 241.0 598.0 40.3 822.0 128.0 50.0 39.5 229.0 81.7 55.7 389.0 16.0 4.1 59.0 1.74 19.3 172.0 18.0 35.1 5.06 0.12 0.34 0.13 -2.7 -2.2 12448.0 16841.0 73.9 204197.0 88278.0 6154.0 7307.0 84.2 4271.0 5496.0 77.7 1254.0 2457.0 51.0 383.0 1085.0 324.0 70.0 1607.0 14905.0 1849.0 515.0 54.0 78.0 616.0 190.0 59.0 101.0 0.0 852.0 87.0 409.0 861.0 25.32 626.0 75.0 48.0 46.0 101.0 2.97 63.0 3.0 10.0 5.0 4.0 657.0 398.0 300.0 279.0 78.0 455.0 70.0 385.0 416.0 717.0 1.0 21038.0 1638.0 5254.0 10359.0 5654.0 829.0 21031.0 9533.0 733.0 535.0 177.0 12363.0 574.0 391.0 0.0 465.0 393.0 87.0 3.0 6.0 1.0 1998.0 743.0 603.0 55.2
16 Schalke 04 32.0 45.4 34.0 374.0 3060.0 37.0 23.0 7.0 9.0 72.0 5.0 1.09 0.68 1.76 0.88 1.56 45.6 39.0 1.34 1.15 34.0 34.0 3057.0 55.0 1.62 166.0 111.0 69.9 8.0 9.0 17.0 7.0 20.6 6.0 5.0 1.0 0.0 34.0 1.0 4.0 1.0 52.7 0.29 -1.3 -0.04 216.0 507.0 42.6 779.0 127.0 42.2 36.6 254.0 70.1 49.8 427.0 21.0 4.9 32.0 0.94 14.1 122.0 18.0 30.0 3.59 0.07 0.25 0.1 -8.6 -9.0 10812.0 14474.0 74.7 209639.0 80371.0 4241.0 5068.0 83.7 4874.0 5828.0 83.6 1509.0 2800.0 53.9 305.0 837.0 211.0 47.0 1148.0 12723.0 1672.0 442.0 24.0 101.0 521.0 155.0 24.0 128.0 1.0 734.0 79.0 315.0 707.0 20.79 442.0 93.0 43.0 69.0 60.0 1.76 34.0 6.0 6.0 7.0 1.0 631.0 381.0 279.0 286.0 66.0 464.0 119.0 345.0 419.0 657.0 16.0 18476.0 1848.0 5885.0 8933.0 3940.0 652.0 18467.0 9416.0 676.0 473.0 140.0 10710.0 525.0 377.0 1.0 454.0 397.0 79.0 7.0 6.0 1.0 1886.0 600.0 559.0 51.8
17 Stuttgart 26.0 45.9 34.0 374.0 3060.0 32.0 26.0 1.0 1.0 64.0 5.0 0.94 0.76 1.71 0.91 1.68 38.0 37.3 1.12 1.1 34.0 34.0 3060.0 70.0 2.06 179.0 113.0 62.0 7.0 7.0 20.0 6.0 17.6 3.0 2.0 0.0 1.0 34.0 2.0 7.0 4.0 56.4 0.31 -9.6 -0.28 259.0 714.0 36.3 911.0 129.0 55.4 40.3 305.0 68.5 52.7 518.0 22.0 4.2 41.0 1.21 14.7 113.0 16.0 27.8 3.32 0.08 0.27 0.09 -6.0 -6.3 11198.0 15209.0 73.6 207957.0 79413.0 4792.0 5632.0 85.1 4494.0 5530.0 81.3 1508.0 2949.0 51.1 304.0 815.0 229.0 103.0 1130.0 13362.0 1780.0 475.0 18.0 117.0 727.0 169.0 64.0 91.0 0.0 727.0 67.0 346.0 714.0 21.0 517.0 73.0 39.0 34.0 58.0 1.71 41.0 6.0 6.0 1.0 0.0 576.0 362.0 299.0 217.0 60.0 422.0 116.0 306.0 399.0 898.0 12.0 19205.0 2097.0 6327.0 8926.0 4127.0 587.0 19204.0 9075.0 506.0 391.0 92.0 11120.0 499.0 308.0 2.0 374.0 399.0 67.0 0.0 3.0 4.0 1720.0 723.0 691.0 51.1
18 Werder Bremen 24.0 52.1 34.0 374.0 3060.0 57.0 38.0 4.0 4.0 61.0 3.0 1.68 1.12 2.79 1.56 2.68 49.8 46.7 1.46 1.37 34.0 34.0 3060.0 49.0 1.44 157.0 108.0 71.3 14.0 11.0 9.0 5.0 14.7 5.0 4.0 0.0 1.0 34.0 2.0 5.0 0.0 48.6 0.29 -0.4 -0.01 213.0 501.0 42.5 941.0 169.0 36.1 34.6 310.0 51.9 43.1 510.0 13.0 2.5 25.0 0.74 13.4 170.0 11.0 36.4 5.0 0.11 0.31 0.1 7.2 6.3 14383.0 18331.0 78.5 263762.0 98861.0 6170.0 7164.0 86.1 6226.0 7355.0 84.6 1677.0 2875.0 58.3 351.0 1200.0 310.0 90.0 1672.0 16553.0 1738.0 449.0 31.0 129.0 676.0 168.0 91.0 66.0 0.0 729.0 40.0 410.0 832.0 24.47 636.0 61.0 48.0 30.0 102.0 3.0 68.0 3.0 9.0 7.0 1.0 549.0 344.0 256.0 230.0 63.0 426.0 109.0 317.0 407.0 817.0 10.0 22276.0 2114.0 6390.0 10720.0 5341.0 719.0 22272.0 11744.0 635.0 500.0 125.0 14280.0 523.0 332.0 3.0 437.0 346.0 40.0 4.0 5.0 0.0 1825.0 605.0 662.0 47.8
19 Wolfsburg 25.0 53.3 34.0 374.0 3060.0 59.0 38.0 5.0 5.0 62.0 0.0 1.74 1.12 2.85 1.59 2.71 47.6 43.8 1.4 1.29 34.0 34.0 3060.0 50.0 1.47 159.0 108.0 71.1 16.0 7.0 11.0 9.0 26.5 6.0 4.0 1.0 1.0 34.0 3.0 1.0 0.0 51.9 0.31 1.9 0.06 261.0 560.0 46.6 1251.0 186.0 32.5 33.8 275.0 56.0 46.6 530.0 24.0 4.5 28.0 0.82 13.8 159.0 15.0 37.9 4.68 0.13 0.34 0.11 11.4 10.2 13184.0 17159.0 76.8 266544.0 93327.0 4662.0 5657.0 82.4 5838.0 6892.0 84.7 2242.0 3502.0 64.0 312.0 901.0 272.0 95.0 1320.0 15333.0 1759.0 482.0 30.0 250.0 682.0 175.0 65.0 64.0 5.0 744.0 67.0 382.0 754.0 22.18 543.0 83.0 40.0 45.0 100.0 2.94 64.0 9.0 13.0 6.0 2.0 542.0 343.0 272.0 209.0 61.0 399.0 95.0 304.0 426.0 791.0 18.0 20950.0 2357.0 7146.0 9574.0 4433.0 653.0 20945.0 11668.0 618.0 438.0 137.0 13078.0 489.0 330.0 0.0 358.0 439.0 67.0 3.0 6.0 0.0 1813.0 610.0 573.0 51.6