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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/La-Liga_2019-2020_team.csv
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team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,carries,progressive_carries,carries_into_final_third,carries_into_penalty_area,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
Alavés,32.0,41.5,38.0,418.0,3420.0,34.0,20.0,6.0,6.0,111.0,7.0,0.89,0.53,1.42,0.74,1.26,39.3,34.7,1.03,0.91,38.0,38.0,3418.0,59.0,1.55,161.0,99.0,70.8,10.0,9.0,19.0,9.0,23.7,15.0,12.0,3.0,0.0,38.0,3.0,3.0,0.0,56.6,0.27,-2.4,-0.06,375.0,828.0,45.3,784.0,103.0,66.1,45.0,343.0,90.4,58.6,527.0,12.0,2.3,15.0,0.39,12.3,98.0,11.0,31.9,2.58,0.09,0.29,0.12,-5.3,-6.7,9612.0,13973.0,68.8,182169.0,82570.0,4283.0,5328.0,80.4,3614.0,4788.0,75.5,1385.0,2920.0,47.4,236.0,723.0,171.0,56.0,944.0,11911.0,2001.0,543.0,17.0,108.0,562.0,136.0,52.0,53.0,0.0,881.0,61.0,278.0,537.0,14.13,333.0,88.0,36.0,46.0,58.0,1.53,31.0,8.0,6.0,8.0,1.0,579.0,346.0,261.0,265.0,53.0,385.0,114.0,271.0,392.0,766.0,7.0,17865.0,2032.0,6060.0,8359.0,3622.0,508.0,17859.0,9373.0,403.0,307.0,100.0,9525.0,535.0,309.0,3.0,621.0,432.0,61.0,5.0,15.0,0.0,1766.0,905.0,712.0,56.0
Athletic Club,26.0,48.7,38.0,418.0,3420.0,40.0,23.0,8.0,10.0,90.0,2.0,1.05,0.61,1.66,0.84,1.45,41.5,33.8,1.09,0.89,38.0,38.0,3416.0,38.0,1.0,128.0,92.0,74.2,13.0,12.0,13.0,12.0,31.6,7.0,5.0,0.0,2.0,38.0,2.0,2.0,2.0,39.8,0.28,3.8,0.1,345.0,817.0,42.2,976.0,172.0,56.5,42.1,298.0,89.3,60.9,547.0,26.0,4.8,20.0,0.53,12.8,126.0,16.0,31.4,3.32,0.08,0.25,0.09,-1.5,-1.8,12533.0,16915.0,74.1,234527.0,90251.0,5521.0,6494.0,85.0,4692.0,5831.0,80.5,1830.0,3367.0,54.4,277.0,967.0,217.0,85.0,1291.0,14889.0,1942.0,517.0,14.0,200.0,754.0,178.0,70.0,65.0,6.0,874.0,84.0,306.0,690.0,18.16,469.0,84.0,36.0,54.0,65.0,1.71,43.0,4.0,6.0,8.0,1.0,533.0,324.0,262.0,204.0,67.0,339.0,92.0,247.0,373.0,755.0,7.0,20857.0,2064.0,6212.0,9835.0,5031.0,594.0,20847.0,10354.0,604.0,493.0,110.0,12422.0,576.0,299.0,0.0,522.0,436.0,84.0,4.0,7.0,2.0,1911.0,912.0,683.0,57.2
Atlético Madrid,30.0,48.6,38.0,418.0,3420.0,50.0,35.0,6.0,8.0,93.0,3.0,1.32,0.92,2.24,1.16,2.08,56.8,50.6,1.5,1.33,38.0,38.0,3420.0,27.0,0.71,112.0,88.0,78.6,18.0,16.0,4.0,17.0,44.7,4.0,3.0,0.0,1.0,38.0,1.0,4.0,3.0,29.8,0.24,5.8,0.15,233.0,592.0,39.4,640.0,112.0,56.6,41.1,317.0,72.6,50.0,533.0,12.0,2.3,12.0,0.32,13.1,136.0,14.0,30.9,3.58,0.1,0.32,0.12,-6.8,-6.6,13595.0,17765.0,76.5,221969.0,88361.0,6783.0,7777.0,87.2,4581.0,5696.0,80.4,1344.0,2676.0,50.2,330.0,904.0,289.0,49.0,1333.0,15735.0,1914.0,511.0,62.0,123.0,574.0,183.0,60.0,92.0,0.0,835.0,116.0,283.0,790.0,20.79,546.0,88.0,51.0,48.0,86.0,2.26,56.0,5.0,5.0,8.0,1.0,658.0,406.0,293.0,272.0,93.0,380.0,108.0,272.0,412.0,729.0,18.0,21860.0,1918.0,6182.0,10585.0,5274.0,807.0,21852.0,11872.0,598.0,516.0,156.0,13506.0,586.0,377.0,2.0,513.0,479.0,116.0,6.0,4.0,3.0,1950.0,827.0,723.0,53.4
Barcelona,28.0,66.4,38.0,418.0,3420.0,84.0,62.0,6.0,6.0,92.0,6.0,2.21,1.63,3.84,2.05,3.68,66.3,61.7,1.75,1.62,38.0,38.0,3420.0,38.0,1.0,119.0,80.0,73.1,25.0,7.0,6.0,15.0,39.5,7.0,6.0,1.0,0.0,38.0,2.0,1.0,0.0,36.5,0.26,-1.5,-0.04,127.0,249.0,51.0,1252.0,182.0,15.3,25.7,239.0,24.3,29.1,401.0,19.0,4.7,43.0,1.13,15.3,213.0,46.0,43.6,5.61,0.16,0.37,0.13,17.7,16.3,24758.0,28227.0,87.7,391043.0,120014.0,12607.0,13663.0,92.3,9115.0,9972.0,91.4,1889.0,2618.0,72.2,384.0,1827.0,417.0,31.0,2042.0,26418.0,1726.0,573.0,86.0,183.0,417.0,185.0,92.0,27.0,2.0,638.0,83.0,337.0,903.0,23.76,678.0,38.0,33.0,60.0,150.0,3.95,114.0,6.0,5.0,12.0,3.0,536.0,323.0,216.0,223.0,97.0,313.0,87.0,226.0,342.0,529.0,16.0,31713.0,2419.0,7683.0,15606.0,8628.0,1066.0,31707.0,20416.0,923.0,864.0,243.0,24606.0,444.0,354.0,3.0,416.0,529.0,83.0,3.0,7.0,0.0,1874.0,455.0,364.0,55.6
Betis,27.0,56.7,38.0,418.0,3420.0,48.0,35.0,6.0,8.0,108.0,9.0,1.26,0.92,2.18,1.11,2.03,51.0,45.2,1.34,1.19,38.0,38.0,3418.0,60.0,1.58,154.0,95.0,68.2,10.0,11.0,17.0,6.0,15.8,11.0,11.0,0.0,0.0,38.0,1.0,4.0,1.0,54.8,0.29,-4.2,-0.11,158.0,464.0,34.1,1052.0,171.0,33.8,32.7,277.0,39.0,36.2,524.0,12.0,2.3,59.0,1.55,17.8,152.0,20.0,32.3,4.0,0.09,0.28,0.1,-3.0,-3.2,16182.0,19823.0,81.6,284815.0,94491.0,7354.0,8220.0,89.5,6504.0,7416.0,87.7,1774.0,2986.0,59.4,360.0,1015.0,322.0,84.0,1475.0,17676.0,2063.0,699.0,30.0,205.0,624.0,185.0,67.0,41.0,2.0,799.0,84.0,337.0,837.0,22.03,611.0,62.0,37.0,39.0,75.0,1.97,52.0,4.0,7.0,6.0,0.0,501.0,299.0,276.0,173.0,52.0,336.0,119.0,217.0,302.0,682.0,8.0,23715.0,2485.0,7853.0,10431.0,5665.0,845.0,23707.0,14024.0,834.0,634.0,200.0,16065.0,548.0,355.0,3.0,473.0,577.0,84.0,6.0,11.0,1.0,1709.0,579.0,558.0,50.9
Celta Vigo,30.0,51.7,38.0,418.0,3420.0,37.0,26.0,6.0,9.0,104.0,6.0,0.97,0.68,1.66,0.82,1.5,39.2,32.4,1.03,0.85,38.0,38.0,3420.0,49.0,1.29,149.0,100.0,70.5,7.0,16.0,15.0,12.0,31.6,5.0,5.0,0.0,0.0,38.0,3.0,3.0,0.0,45.8,0.28,-3.2,-0.08,202.0,576.0,35.1,784.0,136.0,44.5,36.7,339.0,67.0,49.1,604.0,20.0,3.3,16.0,0.42,10.4,131.0,23.0,36.5,3.45,0.09,0.24,0.09,-2.2,-1.4,14552.0,18557.0,78.4,249113.0,90321.0,6742.0,7687.0,87.7,5746.0,6750.0,85.1,1422.0,2704.0,52.6,279.0,970.0,253.0,60.0,1364.0,16543.0,1944.0,593.0,38.0,138.0,636.0,176.0,61.0,78.0,2.0,749.0,70.0,367.0,659.0,17.34,477.0,52.0,37.0,44.0,67.0,1.76,43.0,3.0,5.0,8.0,0.0,589.0,357.0,344.0,193.0,52.0,345.0,89.0,256.0,396.0,807.0,12.0,22576.0,2291.0,7505.0,10374.0,4906.0,585.0,22567.0,12921.0,670.0,521.0,133.0,14460.0,541.0,375.0,3.0,473.0,527.0,70.0,6.0,5.0,0.0,1905.0,650.0,659.0,49.7
Eibar,26.0,46.3,38.0,418.0,3420.0,38.0,24.0,7.0,10.0,92.0,3.0,1.0,0.63,1.63,0.82,1.45,42.0,34.2,1.1,0.9,38.0,38.0,3420.0,56.0,1.47,138.0,81.0,62.3,11.0,9.0,18.0,11.0,28.9,6.0,4.0,2.0,0.0,38.0,2.0,3.0,1.0,52.2,0.35,-2.8,-0.07,297.0,896.0,33.1,882.0,93.0,72.3,51.7,268.0,96.3,70.6,471.0,26.0,5.5,77.0,2.03,17.4,132.0,21.0,31.5,3.47,0.07,0.23,0.08,-4.0,-3.2,10439.0,15551.0,67.1,207816.0,83924.0,4422.0,5456.0,81.0,4008.0,5354.0,74.9,1713.0,3829.0,44.7,292.0,1007.0,224.0,108.0,1265.0,13381.0,2097.0,531.0,11.0,221.0,870.0,189.0,69.0,101.0,1.0,1015.0,73.0,286.0,709.0,18.66,450.0,97.0,55.0,48.0,63.0,1.66,38.0,7.0,6.0,7.0,0.0,567.0,338.0,240.0,228.0,99.0,332.0,81.0,251.0,430.0,692.0,8.0,19501.0,1777.0,5164.0,9086.0,5479.0,633.0,19491.0,9587.0,424.0,409.0,110.0,10333.0,564.0,355.0,2.0,538.0,411.0,73.0,5.0,6.0,1.0,2039.0,974.0,1091.0,47.2
Espanyol,31.0,47.4,38.0,418.0,3420.0,25.0,17.0,4.0,4.0,107.0,9.0,0.66,0.45,1.11,0.55,1.0,38.6,35.6,1.02,0.94,38.0,38.0,3412.0,58.0,1.53,163.0,106.0,68.1,5.0,10.0,23.0,6.0,15.8,7.0,6.0,1.0,0.0,38.0,0.0,4.0,2.0,54.4,0.31,-1.6,-0.04,228.0,688.0,33.1,895.0,133.0,52.5,40.6,316.0,69.0,49.6,495.0,29.0,5.9,51.0,1.35,15.7,120.0,20.0,29.5,3.16,0.05,0.18,0.09,-13.6,-14.6,11881.0,16363.0,72.6,224795.0,87287.0,4830.0,5791.0,83.4,5174.0,6369.0,81.2,1528.0,3235.0,47.2,283.0,962.0,222.0,86.0,1240.0,14389.0,1909.0,543.0,19.0,146.0,710.0,156.0,59.0,64.0,6.0,800.0,65.0,281.0,691.0,18.18,469.0,82.0,45.0,50.0,44.0,1.16,26.0,5.0,6.0,3.0,2.0,628.0,364.0,303.0,253.0,72.0,380.0,96.0,284.0,360.0,731.0,17.0,20282.0,2092.0,6860.0,9234.0,4417.0,604.0,20278.0,10645.0,561.0,405.0,103.0,11782.0,576.0,331.0,6.0,581.0,469.0,65.0,1.0,7.0,2.0,1927.0,755.0,814.0,48.1
Getafe,30.0,45.0,38.0,418.0,3420.0,42.0,31.0,6.0,7.0,135.0,5.0,1.11,0.82,1.92,0.95,1.76,41.6,36.1,1.09,0.95,38.0,38.0,3420.0,37.0,0.97,109.0,73.0,70.6,14.0,12.0,12.0,15.0,39.5,6.0,5.0,1.0,0.0,38.0,0.0,2.0,2.0,38.3,0.3,3.3,0.09,359.0,970.0,37.0,880.0,46.0,83.4,52.7,259.0,91.1,58.5,383.0,20.0,5.2,69.0,1.82,18.1,121.0,31.0,29.7,3.18,0.09,0.3,0.09,0.4,-0.1,8319.0,13715.0,60.7,165204.0,78265.0,3535.0,4713.0,75.0,2977.0,4408.0,67.5,1466.0,3508.0,41.8,284.0,970.0,275.0,130.0,1196.0,11368.0,2241.0,630.0,27.0,215.0,833.0,185.0,41.0,69.0,2.0,1094.0,106.0,377.0,691.0,18.18,464.0,83.0,35.0,63.0,70.0,1.84,43.0,7.0,6.0,6.0,1.0,580.0,341.0,235.0,263.0,82.0,374.0,60.0,314.0,367.0,625.0,12.0,17737.0,1484.0,4842.0,7903.0,5206.0,650.0,17730.0,7551.0,416.0,330.0,82.0,8211.0,635.0,318.0,2.0,706.0,495.0,106.0,4.0,6.0,2.0,1947.0,914.0,1024.0,47.2
Granada,27.0,43.8,38.0,418.0,3420.0,50.0,34.0,5.0,5.0,109.0,1.0,1.32,0.89,2.21,1.18,2.08,44.9,40.9,1.18,1.08,38.0,38.0,3420.0,45.0,1.18,156.0,110.0,73.7,16.0,8.0,14.0,13.0,34.2,5.0,4.0,1.0,0.0,38.0,1.0,5.0,0.0,45.9,0.27,0.9,0.02,329.0,899.0,36.6,1074.0,137.0,60.1,43.0,325.0,78.2,55.1,538.0,27.0,5.0,68.0,1.79,16.4,118.0,25.0,30.3,3.11,0.12,0.38,0.11,5.1,4.1,9810.0,14105.0,69.5,190418.0,79655.0,3970.0,4840.0,82.0,3979.0,5089.0,78.2,1486.0,3136.0,47.4,275.0,822.0,176.0,69.0,1009.0,12058.0,1977.0,582.0,16.0,133.0,670.0,163.0,64.0,57.0,0.0,825.0,70.0,306.0,670.0,17.63,434.0,89.0,38.0,58.0,86.0,2.26,52.0,9.0,8.0,8.0,4.0,584.0,349.0,257.0,257.0,70.0,375.0,118.0,257.0,383.0,750.0,10.0,18071.0,2226.0,6282.0,7633.0,4377.0,585.0,18066.0,9792.0,511.0,381.0,111.0,9720.0,486.0,290.0,1.0,590.0,497.0,70.0,3.0,5.0,0.0,1764.0,748.0,849.0,46.8
Leganés,29.0,43.9,38.0,418.0,3420.0,30.0,19.0,3.0,5.0,127.0,4.0,0.79,0.5,1.29,0.71,1.21,39.9,35.9,1.05,0.95,38.0,38.0,3419.0,51.0,1.34,138.0,87.0,67.4,8.0,12.0,18.0,9.0,23.7,7.0,6.0,1.0,0.0,38.0,2.0,7.0,1.0,46.5,0.29,-3.5,-0.09,260.0,774.0,33.6,828.0,165.0,62.1,44.9,292.0,89.0,62.5,513.0,18.0,3.5,42.0,1.11,15.9,143.0,29.0,33.5,3.76,0.06,0.19,0.09,-9.9,-8.9,10336.0,14838.0,69.7,189358.0,81026.0,4801.0,5718.0,84.0,3782.0,4953.0,76.4,1390.0,3161.0,44.0,292.0,890.0,223.0,95.0,1165.0,12774.0,1989.0,565.0,20.0,160.0,771.0,157.0,42.0,83.0,3.0,886.0,75.0,296.0,752.0,19.79,509.0,87.0,48.0,57.0,54.0,1.42,38.0,4.0,3.0,6.0,1.0,603.0,357.0,317.0,215.0,71.0,320.0,73.0,247.0,418.0,687.0,7.0,18841.0,1764.0,5798.0,8465.0,4791.0,636.0,18836.0,9273.0,498.0,412.0,122.0,10246.0,544.0,291.0,2.0,591.0,500.0,75.0,4.0,7.0,1.0,1821.0,778.0,865.0,47.4
Levante,29.0,48.3,38.0,418.0,3420.0,45.0,28.0,5.0,5.0,79.0,5.0,1.18,0.74,1.92,1.05,1.79,48.1,44.2,1.27,1.16,38.0,38.0,3420.0,53.0,1.39,215.0,161.0,76.7,14.0,7.0,17.0,6.0,15.8,6.0,3.0,2.0,1.0,38.0,1.0,9.0,2.0,54.3,0.23,3.3,0.09,179.0,515.0,34.8,815.0,206.0,43.1,37.5,352.0,46.6,39.4,636.0,20.0,3.1,49.0,1.29,14.5,133.0,21.0,31.5,3.5,0.09,0.3,0.11,-3.1,-4.2,12415.0,16332.0,76.0,226838.0,91955.0,5677.0,6494.0,87.4,4771.0,5765.0,82.8,1611.0,3073.0,52.4,326.0,983.0,253.0,75.0,1358.0,14321.0,1930.0,548.0,34.0,227.0,697.0,189.0,91.0,42.0,6.0,749.0,81.0,335.0,746.0,19.63,547.0,71.0,35.0,37.0,79.0,2.08,52.0,4.0,8.0,9.0,0.0,507.0,288.0,281.0,173.0,53.0,317.0,107.0,210.0,331.0,763.0,14.0,20210.0,2479.0,7642.0,8291.0,4454.0,632.0,20205.0,10797.0,711.0,417.0,157.0,12313.0,537.0,302.0,4.0,468.0,460.0,81.0,5.0,7.0,2.0,1913.0,504.0,555.0,47.6
Mallorca,32.0,45.0,38.0,418.0,3420.0,39.0,21.0,8.0,10.0,93.0,5.0,1.03,0.55,1.58,0.82,1.37,41.1,33.3,1.08,0.88,38.0,38.0,3420.0,65.0,1.71,190.0,125.0,73.7,9.0,6.0,23.0,5.0,13.2,16.0,15.0,1.0,0.0,38.0,2.0,7.0,1.0,63.8,0.26,-0.2,-0.01,253.0,670.0,37.8,933.0,185.0,52.0,39.6,319.0,58.0,47.8,539.0,26.0,4.8,28.0,0.74,13.5,118.0,22.0,28.8,3.11,0.08,0.26,0.08,-2.1,-2.3,11782.0,15636.0,75.4,202286.0,85060.0,5648.0,6558.0,86.1,4220.0,5197.0,81.2,1275.0,2576.0,49.5,309.0,831.0,211.0,73.0,1210.0,13615.0,1963.0,577.0,18.0,119.0,682.0,171.0,64.0,60.0,0.0,793.0,58.0,325.0,742.0,19.53,510.0,78.0,38.0,57.0,64.0,1.68,41.0,1.0,5.0,10.0,1.0,545.0,338.0,280.0,213.0,52.0,360.0,117.0,243.0,376.0,672.0,9.0,19626.0,2340.0,6588.0,8406.0,4870.0,686.0,19616.0,11405.0,740.0,527.0,201.0,11691.0,625.0,353.0,4.0,509.0,526.0,58.0,8.0,16.0,1.0,1867.0,634.0,729.0,46.5
Osasuna,31.0,47.4,38.0,418.0,3420.0,46.0,26.0,8.0,8.0,110.0,6.0,1.21,0.68,1.89,1.0,1.68,49.4,43.2,1.3,1.14,38.0,38.0,3418.0,54.0,1.42,143.0,89.0,65.7,13.0,13.0,12.0,11.0,28.9,5.0,5.0,0.0,0.0,38.0,3.0,5.0,0.0,51.1,0.33,-2.9,-0.08,289.0,858.0,33.7,888.0,144.0,67.3,46.9,303.0,85.8,58.4,488.0,21.0,4.3,47.0,1.24,16.2,142.0,22.0,31.2,3.74,0.08,0.27,0.1,-3.4,-5.2,10959.0,15904.0,68.9,208476.0,88813.0,4772.0,5858.0,81.5,4189.0,5547.0,75.5,1654.0,3435.0,48.2,341.0,946.0,267.0,94.0,1359.0,13788.0,2036.0,533.0,16.0,192.0,755.0,180.0,67.0,72.0,1.0,926.0,80.0,316.0,783.0,20.61,553.0,94.0,42.0,42.0,73.0,1.92,49.0,9.0,5.0,5.0,1.0,613.0,361.0,275.0,267.0,71.0,385.0,98.0,287.0,417.0,738.0,19.0,20122.0,2002.0,6073.0,9400.0,4869.0,661.0,20114.0,9935.0,562.0,428.0,124.0,10840.0,611.0,306.0,3.0,551.0,410.0,80.0,2.0,5.0,0.0,2056.0,874.0,869.0,50.1
Real Madrid,26.0,58.8,38.0,418.0,3420.0,69.0,52.0,11.0,11.0,82.0,4.0,1.82,1.37,3.18,1.53,2.89,67.9,59.2,1.79,1.56,38.0,38.0,3420.0,25.0,0.66,110.0,85.0,79.1,26.0,9.0,3.0,19.0,50.0,2.0,2.0,0.0,0.0,38.0,0.0,5.0,0.0,30.8,0.26,5.8,0.15,90.0,312.0,28.8,970.0,227.0,22.7,30.2,246.0,37.4,38.2,460.0,23.0,5.0,37.0,0.97,14.4,222.0,18.0,40.2,5.84,0.11,0.26,0.11,1.1,-1.2,20107.0,23733.0,84.7,352395.0,113608.0,9829.0,10697.0,91.9,7274.0,8243.0,88.2,2405.0,3556.0,67.6,438.0,1548.0,400.0,100.0,1972.0,21828.0,1821.0,534.0,59.0,445.0,776.0,192.0,51.0,68.0,0.0,786.0,84.0,328.0,1021.0,26.87,780.0,68.0,46.0,42.0,125.0,3.29,90.0,7.0,5.0,15.0,1.0,586.0,355.0,252.0,253.0,81.0,367.0,77.0,290.0,381.0,590.0,13.0,27693.0,2234.0,7711.0,12551.0,7671.0,1038.0,27682.0,17146.0,951.0,727.0,302.0,19981.0,518.0,315.0,3.0,487.0,474.0,84.0,11.0,2.0,0.0,2047.0,521.0,411.0,55.9
Real Sociedad,27.0,56.2,38.0,418.0,3420.0,54.0,38.0,4.0,5.0,79.0,2.0,1.42,1.0,2.42,1.32,2.32,48.9,45.1,1.29,1.19,38.0,38.0,3420.0,48.0,1.26,144.0,96.0,71.5,16.0,8.0,14.0,9.0,23.7,9.0,7.0,1.0,1.0,38.0,2.0,4.0,1.0,45.4,0.26,-1.6,-0.04,220.0,509.0,43.2,1128.0,133.0,30.1,32.0,246.0,69.1,48.0,447.0,13.0,2.9,65.0,1.71,17.5,139.0,12.0,32.8,3.66,0.12,0.36,0.11,5.1,4.9,15989.0,20229.0,79.0,284541.0,99278.0,6898.0,7968.0,86.6,7100.0,8250.0,86.1,1568.0,2851.0,55.0,323.0,1136.0,327.0,86.0,1588.0,18172.0,1979.0,598.0,54.0,115.0,719.0,181.0,99.0,33.0,2.0,868.0,78.0,376.0,744.0,19.58,550.0,70.0,40.0,39.0,92.0,2.42,69.0,6.0,6.0,2.0,5.0,551.0,321.0,254.0,224.0,73.0,346.0,79.0,267.0,320.0,694.0,12.0,24037.0,2340.0,7553.0,11352.0,5327.0,778.0,24032.0,14006.0,737.0,523.0,149.0,15827.0,552.0,357.0,2.0,501.0,489.0,78.0,2.0,9.0,1.0,1892.0,815.0,710.0,53.4
Sevilla,26.0,57.9,38.0,418.0,3420.0,53.0,35.0,7.0,7.0,97.0,1.0,1.39,0.92,2.32,1.21,2.13,53.2,47.9,1.4,1.26,38.0,38.0,3420.0,34.0,0.89,117.0,83.0,73.5,19.0,13.0,6.0,17.0,44.7,4.0,3.0,1.0,0.0,38.0,3.0,2.0,1.0,32.3,0.24,-0.7,-0.02,179.0,450.0,39.8,815.0,179.0,35.1,34.2,279.0,58.8,45.4,478.0,19.0,4.0,29.0,0.76,14.4,164.0,17.0,33.9,4.32,0.1,0.28,0.1,-0.2,-1.9,17525.0,21733.0,80.6,319775.0,106262.0,7645.0,8604.0,88.9,7011.0,8197.0,85.5,2222.0,3526.0,63.0,359.0,1272.0,343.0,110.0,1823.0,19673.0,1968.0,553.0,30.0,384.0,880.0,226.0,72.0,79.0,6.0,837.0,92.0,350.0,873.0,22.97,636.0,90.0,42.0,42.0,89.0,2.34,58.0,8.0,5.0,8.0,0.0,587.0,344.0,274.0,246.0,67.0,331.0,94.0,237.0,346.0,704.0,10.0,25650.0,2229.0,7794.0,11678.0,6387.0,920.0,25643.0,14440.0,803.0,571.0,211.0,17430.0,541.0,352.0,1.0,522.0,480.0,92.0,4.0,4.0,1.0,2069.0,746.0,695.0,51.8
Valencia,28.0,49.0,38.0,418.0,3420.0,45.0,34.0,5.0,8.0,80.0,8.0,1.18,0.89,2.08,1.05,1.95,43.3,37.2,1.14,0.98,38.0,38.0,3420.0,53.0,1.39,190.0,136.0,75.8,14.0,11.0,13.0,8.0,21.1,9.0,7.0,2.0,0.0,38.0,3.0,4.0,1.0,50.2,0.22,-1.8,-0.05,211.0,599.0,35.2,878.0,201.0,41.3,34.8,337.0,70.0,50.3,619.0,12.0,1.9,19.0,0.5,12.6,111.0,18.0,33.5,2.92,0.12,0.36,0.11,1.7,2.8,14490.0,18258.0,79.4,261347.0,90968.0,6320.0,7145.0,88.5,5926.0,6878.0,86.2,1705.0,3096.0,55.1,253.0,974.0,273.0,59.0,1378.0,16284.0,1874.0,591.0,46.0,238.0,677.0,169.0,54.0,70.0,8.0,688.0,100.0,257.0,612.0,16.11,445.0,53.0,22.0,43.0,80.0,2.11,56.0,5.0,2.0,9.0,0.0,500.0,310.0,270.0,173.0,57.0,334.0,130.0,204.0,362.0,748.0,12.0,21847.0,2592.0,7697.0,9694.0,4654.0,638.0,21839.0,12893.0,671.0,491.0,114.0,14386.0,521.0,283.0,3.0,416.0,543.0,100.0,6.0,9.0,1.0,1778.0,553.0,601.0,47.9
Valladolid,30.0,44.7,38.0,418.0,3420.0,31.0,19.0,3.0,6.0,84.0,0.0,0.82,0.5,1.32,0.74,1.24,36.6,32.1,0.96,0.85,38.0,38.0,3420.0,43.0,1.13,139.0,95.0,74.1,9.0,15.0,14.0,12.0,31.6,8.0,7.0,1.0,0.0,38.0,2.0,5.0,0.0,48.0,0.29,5.0,0.13,258.0,793.0,32.5,789.0,130.0,63.1,44.1,365.0,80.8,56.1,590.0,15.0,2.5,18.0,0.47,10.8,116.0,29.0,31.4,3.05,0.08,0.24,0.09,-5.6,-4.1,11187.0,15457.0,72.4,210278.0,81923.0,4901.0,5779.0,84.8,4401.0,5426.0,81.1,1531.0,3230.0,47.4,254.0,841.0,155.0,57.0,1106.0,13389.0,1987.0,574.0,24.0,214.0,645.0,161.0,62.0,56.0,0.0,806.0,81.0,293.0,647.0,17.03,453.0,47.0,31.0,58.0,53.0,1.39,34.0,2.0,6.0,7.0,0.0,568.0,327.0,316.0,204.0,48.0,391.0,112.0,279.0,390.0,749.0,13.0,19410.0,2162.0,6607.0,9057.0,3980.0,480.0,19404.0,9985.0,510.0,403.0,110.0,11102.0,537.0,324.0,0.0,484.0,530.0,81.0,6.0,8.0,0.0,1964.0,618.0,764.0,44.7
Villarreal,25.0,52.9,38.0,418.0,3420.0,62.0,40.0,10.0,11.0,78.0,1.0,1.63,1.05,2.68,1.37,2.42,63.6,55.2,1.67,1.45,38.0,38.0,3420.0,49.0,1.29,164.0,116.0,75.0,18.0,6.0,14.0,12.0,31.6,9.0,8.0,1.0,0.0,38.0,0.0,10.0,2.0,45.2,0.22,-1.8,-0.05,146.0,442.0,33.0,862.0,173.0,32.1,32.5,325.0,50.8,40.7,648.0,19.0,2.9,27.0,0.71,13.4,160.0,15.0,33.1,4.21,0.11,0.33,0.12,-1.6,-3.2,16218.0,20045.0,80.9,294996.0,98849.0,7011.0,7907.0,88.7,6626.0,7599.0,87.2,2025.0,3322.0,61.0,368.0,1112.0,276.0,75.0,1483.0,18098.0,1876.0,510.0,42.0,267.0,619.0,148.0,53.0,57.0,0.0,804.0,71.0,290.0,864.0,22.74,642.0,66.0,44.0,37.0,108.0,2.84,71.0,5.0,10.0,11.0,1.0,553.0,323.0,250.0,239.0,64.0,362.0,116.0,246.0,339.0,814.0,12.0,24137.0,2532.0,7874.0,11259.0,5231.0,772.0,24126.0,13188.0,694.0,518.0,209.0,16111.0,601.0,310.0,0.0,483.0,422.0,71.0,10.0,9.0,2.0,1894.0,536.0,622.0,46.3
1 team players_used possession games games_starts minutes goals assists pens_made pens_att cards_yellow cards_red goals_per90 assists_per90 goals_assists_per90 goals_pens_per90 goals_assists_pens_per90 xg npxg xg_per90 npxg_per90 gk_games gk_games_starts gk_minutes gk_goals_against gk_goals_against_per90 gk_shots_on_target_against gk_saves gk_save_pct gk_wins gk_ties gk_losses gk_clean_sheets gk_clean_sheets_pct gk_pens_att gk_pens_allowed gk_pens_saved gk_pens_missed minutes_90s gk_free_kick_goals_against gk_corner_kick_goals_against gk_own_goals_against gk_psxg gk_psnpxg_per_shot_on_target_against gk_psxg_net gk_psxg_net_per90 gk_passes_completed_launched gk_passes_launched gk_passes_pct_launched gk_passes gk_passes_throws gk_pct_passes_launched gk_passes_length_avg gk_goal_kicks gk_pct_goal_kicks_launched gk_goal_kick_length_avg gk_crosses gk_crosses_stopped gk_crosses_stopped_pct gk_def_actions_outside_pen_area gk_def_actions_outside_pen_area_per90 gk_avg_distance_def_actions shots_on_target shots_free_kicks shots_on_target_pct shots_on_target_per90 goals_per_shot goals_per_shot_on_target npxg_per_shot xg_net npxg_net passes_completed passes passes_pct passes_total_distance passes_progressive_distance passes_completed_short passes_short passes_pct_short passes_completed_medium passes_medium passes_pct_medium passes_completed_long passes_long passes_pct_long assisted_shots passes_into_final_third passes_into_penalty_area crosses_into_penalty_area progressive_passes passes_live passes_dead passes_free_kicks through_balls passes_switches crosses corner_kicks corner_kicks_in corner_kicks_out corner_kicks_straight throw_ins passes_offsides passes_blocked sca sca_per90 sca_passes_live sca_passes_dead sca_shots sca_fouled gca gca_per90 gca_passes_live gca_passes_dead gca_shots gca_fouled gca_defense tackles tackles_won tackles_def_3rd tackles_mid_3rd tackles_att_3rd blocks blocked_shots blocked_passes interceptions clearances errors touches touches_def_pen_area touches_def_3rd touches_mid_3rd touches_att_3rd touches_att_pen_area touches_live_ball carries progressive_carries carries_into_final_third carries_into_penalty_area passes_received miscontrols dispossessed cards_yellow_red fouls fouled offsides pens_won pens_conceded own_goals ball_recoveries aerials_won aerials_lost aerials_won_pct
2 Alavés 32.0 41.5 38.0 418.0 3420.0 34.0 20.0 6.0 6.0 111.0 7.0 0.89 0.53 1.42 0.74 1.26 39.3 34.7 1.03 0.91 38.0 38.0 3418.0 59.0 1.55 161.0 99.0 70.8 10.0 9.0 19.0 9.0 23.7 15.0 12.0 3.0 0.0 38.0 3.0 3.0 0.0 56.6 0.27 -2.4 -0.06 375.0 828.0 45.3 784.0 103.0 66.1 45.0 343.0 90.4 58.6 527.0 12.0 2.3 15.0 0.39 12.3 98.0 11.0 31.9 2.58 0.09 0.29 0.12 -5.3 -6.7 9612.0 13973.0 68.8 182169.0 82570.0 4283.0 5328.0 80.4 3614.0 4788.0 75.5 1385.0 2920.0 47.4 236.0 723.0 171.0 56.0 944.0 11911.0 2001.0 543.0 17.0 108.0 562.0 136.0 52.0 53.0 0.0 881.0 61.0 278.0 537.0 14.13 333.0 88.0 36.0 46.0 58.0 1.53 31.0 8.0 6.0 8.0 1.0 579.0 346.0 261.0 265.0 53.0 385.0 114.0 271.0 392.0 766.0 7.0 17865.0 2032.0 6060.0 8359.0 3622.0 508.0 17859.0 9373.0 403.0 307.0 100.0 9525.0 535.0 309.0 3.0 621.0 432.0 61.0 5.0 15.0 0.0 1766.0 905.0 712.0 56.0
3 Athletic Club 26.0 48.7 38.0 418.0 3420.0 40.0 23.0 8.0 10.0 90.0 2.0 1.05 0.61 1.66 0.84 1.45 41.5 33.8 1.09 0.89 38.0 38.0 3416.0 38.0 1.0 128.0 92.0 74.2 13.0 12.0 13.0 12.0 31.6 7.0 5.0 0.0 2.0 38.0 2.0 2.0 2.0 39.8 0.28 3.8 0.1 345.0 817.0 42.2 976.0 172.0 56.5 42.1 298.0 89.3 60.9 547.0 26.0 4.8 20.0 0.53 12.8 126.0 16.0 31.4 3.32 0.08 0.25 0.09 -1.5 -1.8 12533.0 16915.0 74.1 234527.0 90251.0 5521.0 6494.0 85.0 4692.0 5831.0 80.5 1830.0 3367.0 54.4 277.0 967.0 217.0 85.0 1291.0 14889.0 1942.0 517.0 14.0 200.0 754.0 178.0 70.0 65.0 6.0 874.0 84.0 306.0 690.0 18.16 469.0 84.0 36.0 54.0 65.0 1.71 43.0 4.0 6.0 8.0 1.0 533.0 324.0 262.0 204.0 67.0 339.0 92.0 247.0 373.0 755.0 7.0 20857.0 2064.0 6212.0 9835.0 5031.0 594.0 20847.0 10354.0 604.0 493.0 110.0 12422.0 576.0 299.0 0.0 522.0 436.0 84.0 4.0 7.0 2.0 1911.0 912.0 683.0 57.2
4 Atlético Madrid 30.0 48.6 38.0 418.0 3420.0 50.0 35.0 6.0 8.0 93.0 3.0 1.32 0.92 2.24 1.16 2.08 56.8 50.6 1.5 1.33 38.0 38.0 3420.0 27.0 0.71 112.0 88.0 78.6 18.0 16.0 4.0 17.0 44.7 4.0 3.0 0.0 1.0 38.0 1.0 4.0 3.0 29.8 0.24 5.8 0.15 233.0 592.0 39.4 640.0 112.0 56.6 41.1 317.0 72.6 50.0 533.0 12.0 2.3 12.0 0.32 13.1 136.0 14.0 30.9 3.58 0.1 0.32 0.12 -6.8 -6.6 13595.0 17765.0 76.5 221969.0 88361.0 6783.0 7777.0 87.2 4581.0 5696.0 80.4 1344.0 2676.0 50.2 330.0 904.0 289.0 49.0 1333.0 15735.0 1914.0 511.0 62.0 123.0 574.0 183.0 60.0 92.0 0.0 835.0 116.0 283.0 790.0 20.79 546.0 88.0 51.0 48.0 86.0 2.26 56.0 5.0 5.0 8.0 1.0 658.0 406.0 293.0 272.0 93.0 380.0 108.0 272.0 412.0 729.0 18.0 21860.0 1918.0 6182.0 10585.0 5274.0 807.0 21852.0 11872.0 598.0 516.0 156.0 13506.0 586.0 377.0 2.0 513.0 479.0 116.0 6.0 4.0 3.0 1950.0 827.0 723.0 53.4
5 Barcelona 28.0 66.4 38.0 418.0 3420.0 84.0 62.0 6.0 6.0 92.0 6.0 2.21 1.63 3.84 2.05 3.68 66.3 61.7 1.75 1.62 38.0 38.0 3420.0 38.0 1.0 119.0 80.0 73.1 25.0 7.0 6.0 15.0 39.5 7.0 6.0 1.0 0.0 38.0 2.0 1.0 0.0 36.5 0.26 -1.5 -0.04 127.0 249.0 51.0 1252.0 182.0 15.3 25.7 239.0 24.3 29.1 401.0 19.0 4.7 43.0 1.13 15.3 213.0 46.0 43.6 5.61 0.16 0.37 0.13 17.7 16.3 24758.0 28227.0 87.7 391043.0 120014.0 12607.0 13663.0 92.3 9115.0 9972.0 91.4 1889.0 2618.0 72.2 384.0 1827.0 417.0 31.0 2042.0 26418.0 1726.0 573.0 86.0 183.0 417.0 185.0 92.0 27.0 2.0 638.0 83.0 337.0 903.0 23.76 678.0 38.0 33.0 60.0 150.0 3.95 114.0 6.0 5.0 12.0 3.0 536.0 323.0 216.0 223.0 97.0 313.0 87.0 226.0 342.0 529.0 16.0 31713.0 2419.0 7683.0 15606.0 8628.0 1066.0 31707.0 20416.0 923.0 864.0 243.0 24606.0 444.0 354.0 3.0 416.0 529.0 83.0 3.0 7.0 0.0 1874.0 455.0 364.0 55.6
6 Betis 27.0 56.7 38.0 418.0 3420.0 48.0 35.0 6.0 8.0 108.0 9.0 1.26 0.92 2.18 1.11 2.03 51.0 45.2 1.34 1.19 38.0 38.0 3418.0 60.0 1.58 154.0 95.0 68.2 10.0 11.0 17.0 6.0 15.8 11.0 11.0 0.0 0.0 38.0 1.0 4.0 1.0 54.8 0.29 -4.2 -0.11 158.0 464.0 34.1 1052.0 171.0 33.8 32.7 277.0 39.0 36.2 524.0 12.0 2.3 59.0 1.55 17.8 152.0 20.0 32.3 4.0 0.09 0.28 0.1 -3.0 -3.2 16182.0 19823.0 81.6 284815.0 94491.0 7354.0 8220.0 89.5 6504.0 7416.0 87.7 1774.0 2986.0 59.4 360.0 1015.0 322.0 84.0 1475.0 17676.0 2063.0 699.0 30.0 205.0 624.0 185.0 67.0 41.0 2.0 799.0 84.0 337.0 837.0 22.03 611.0 62.0 37.0 39.0 75.0 1.97 52.0 4.0 7.0 6.0 0.0 501.0 299.0 276.0 173.0 52.0 336.0 119.0 217.0 302.0 682.0 8.0 23715.0 2485.0 7853.0 10431.0 5665.0 845.0 23707.0 14024.0 834.0 634.0 200.0 16065.0 548.0 355.0 3.0 473.0 577.0 84.0 6.0 11.0 1.0 1709.0 579.0 558.0 50.9
7 Celta Vigo 30.0 51.7 38.0 418.0 3420.0 37.0 26.0 6.0 9.0 104.0 6.0 0.97 0.68 1.66 0.82 1.5 39.2 32.4 1.03 0.85 38.0 38.0 3420.0 49.0 1.29 149.0 100.0 70.5 7.0 16.0 15.0 12.0 31.6 5.0 5.0 0.0 0.0 38.0 3.0 3.0 0.0 45.8 0.28 -3.2 -0.08 202.0 576.0 35.1 784.0 136.0 44.5 36.7 339.0 67.0 49.1 604.0 20.0 3.3 16.0 0.42 10.4 131.0 23.0 36.5 3.45 0.09 0.24 0.09 -2.2 -1.4 14552.0 18557.0 78.4 249113.0 90321.0 6742.0 7687.0 87.7 5746.0 6750.0 85.1 1422.0 2704.0 52.6 279.0 970.0 253.0 60.0 1364.0 16543.0 1944.0 593.0 38.0 138.0 636.0 176.0 61.0 78.0 2.0 749.0 70.0 367.0 659.0 17.34 477.0 52.0 37.0 44.0 67.0 1.76 43.0 3.0 5.0 8.0 0.0 589.0 357.0 344.0 193.0 52.0 345.0 89.0 256.0 396.0 807.0 12.0 22576.0 2291.0 7505.0 10374.0 4906.0 585.0 22567.0 12921.0 670.0 521.0 133.0 14460.0 541.0 375.0 3.0 473.0 527.0 70.0 6.0 5.0 0.0 1905.0 650.0 659.0 49.7
8 Eibar 26.0 46.3 38.0 418.0 3420.0 38.0 24.0 7.0 10.0 92.0 3.0 1.0 0.63 1.63 0.82 1.45 42.0 34.2 1.1 0.9 38.0 38.0 3420.0 56.0 1.47 138.0 81.0 62.3 11.0 9.0 18.0 11.0 28.9 6.0 4.0 2.0 0.0 38.0 2.0 3.0 1.0 52.2 0.35 -2.8 -0.07 297.0 896.0 33.1 882.0 93.0 72.3 51.7 268.0 96.3 70.6 471.0 26.0 5.5 77.0 2.03 17.4 132.0 21.0 31.5 3.47 0.07 0.23 0.08 -4.0 -3.2 10439.0 15551.0 67.1 207816.0 83924.0 4422.0 5456.0 81.0 4008.0 5354.0 74.9 1713.0 3829.0 44.7 292.0 1007.0 224.0 108.0 1265.0 13381.0 2097.0 531.0 11.0 221.0 870.0 189.0 69.0 101.0 1.0 1015.0 73.0 286.0 709.0 18.66 450.0 97.0 55.0 48.0 63.0 1.66 38.0 7.0 6.0 7.0 0.0 567.0 338.0 240.0 228.0 99.0 332.0 81.0 251.0 430.0 692.0 8.0 19501.0 1777.0 5164.0 9086.0 5479.0 633.0 19491.0 9587.0 424.0 409.0 110.0 10333.0 564.0 355.0 2.0 538.0 411.0 73.0 5.0 6.0 1.0 2039.0 974.0 1091.0 47.2
9 Espanyol 31.0 47.4 38.0 418.0 3420.0 25.0 17.0 4.0 4.0 107.0 9.0 0.66 0.45 1.11 0.55 1.0 38.6 35.6 1.02 0.94 38.0 38.0 3412.0 58.0 1.53 163.0 106.0 68.1 5.0 10.0 23.0 6.0 15.8 7.0 6.0 1.0 0.0 38.0 0.0 4.0 2.0 54.4 0.31 -1.6 -0.04 228.0 688.0 33.1 895.0 133.0 52.5 40.6 316.0 69.0 49.6 495.0 29.0 5.9 51.0 1.35 15.7 120.0 20.0 29.5 3.16 0.05 0.18 0.09 -13.6 -14.6 11881.0 16363.0 72.6 224795.0 87287.0 4830.0 5791.0 83.4 5174.0 6369.0 81.2 1528.0 3235.0 47.2 283.0 962.0 222.0 86.0 1240.0 14389.0 1909.0 543.0 19.0 146.0 710.0 156.0 59.0 64.0 6.0 800.0 65.0 281.0 691.0 18.18 469.0 82.0 45.0 50.0 44.0 1.16 26.0 5.0 6.0 3.0 2.0 628.0 364.0 303.0 253.0 72.0 380.0 96.0 284.0 360.0 731.0 17.0 20282.0 2092.0 6860.0 9234.0 4417.0 604.0 20278.0 10645.0 561.0 405.0 103.0 11782.0 576.0 331.0 6.0 581.0 469.0 65.0 1.0 7.0 2.0 1927.0 755.0 814.0 48.1
10 Getafe 30.0 45.0 38.0 418.0 3420.0 42.0 31.0 6.0 7.0 135.0 5.0 1.11 0.82 1.92 0.95 1.76 41.6 36.1 1.09 0.95 38.0 38.0 3420.0 37.0 0.97 109.0 73.0 70.6 14.0 12.0 12.0 15.0 39.5 6.0 5.0 1.0 0.0 38.0 0.0 2.0 2.0 38.3 0.3 3.3 0.09 359.0 970.0 37.0 880.0 46.0 83.4 52.7 259.0 91.1 58.5 383.0 20.0 5.2 69.0 1.82 18.1 121.0 31.0 29.7 3.18 0.09 0.3 0.09 0.4 -0.1 8319.0 13715.0 60.7 165204.0 78265.0 3535.0 4713.0 75.0 2977.0 4408.0 67.5 1466.0 3508.0 41.8 284.0 970.0 275.0 130.0 1196.0 11368.0 2241.0 630.0 27.0 215.0 833.0 185.0 41.0 69.0 2.0 1094.0 106.0 377.0 691.0 18.18 464.0 83.0 35.0 63.0 70.0 1.84 43.0 7.0 6.0 6.0 1.0 580.0 341.0 235.0 263.0 82.0 374.0 60.0 314.0 367.0 625.0 12.0 17737.0 1484.0 4842.0 7903.0 5206.0 650.0 17730.0 7551.0 416.0 330.0 82.0 8211.0 635.0 318.0 2.0 706.0 495.0 106.0 4.0 6.0 2.0 1947.0 914.0 1024.0 47.2
11 Granada 27.0 43.8 38.0 418.0 3420.0 50.0 34.0 5.0 5.0 109.0 1.0 1.32 0.89 2.21 1.18 2.08 44.9 40.9 1.18 1.08 38.0 38.0 3420.0 45.0 1.18 156.0 110.0 73.7 16.0 8.0 14.0 13.0 34.2 5.0 4.0 1.0 0.0 38.0 1.0 5.0 0.0 45.9 0.27 0.9 0.02 329.0 899.0 36.6 1074.0 137.0 60.1 43.0 325.0 78.2 55.1 538.0 27.0 5.0 68.0 1.79 16.4 118.0 25.0 30.3 3.11 0.12 0.38 0.11 5.1 4.1 9810.0 14105.0 69.5 190418.0 79655.0 3970.0 4840.0 82.0 3979.0 5089.0 78.2 1486.0 3136.0 47.4 275.0 822.0 176.0 69.0 1009.0 12058.0 1977.0 582.0 16.0 133.0 670.0 163.0 64.0 57.0 0.0 825.0 70.0 306.0 670.0 17.63 434.0 89.0 38.0 58.0 86.0 2.26 52.0 9.0 8.0 8.0 4.0 584.0 349.0 257.0 257.0 70.0 375.0 118.0 257.0 383.0 750.0 10.0 18071.0 2226.0 6282.0 7633.0 4377.0 585.0 18066.0 9792.0 511.0 381.0 111.0 9720.0 486.0 290.0 1.0 590.0 497.0 70.0 3.0 5.0 0.0 1764.0 748.0 849.0 46.8
12 Leganés 29.0 43.9 38.0 418.0 3420.0 30.0 19.0 3.0 5.0 127.0 4.0 0.79 0.5 1.29 0.71 1.21 39.9 35.9 1.05 0.95 38.0 38.0 3419.0 51.0 1.34 138.0 87.0 67.4 8.0 12.0 18.0 9.0 23.7 7.0 6.0 1.0 0.0 38.0 2.0 7.0 1.0 46.5 0.29 -3.5 -0.09 260.0 774.0 33.6 828.0 165.0 62.1 44.9 292.0 89.0 62.5 513.0 18.0 3.5 42.0 1.11 15.9 143.0 29.0 33.5 3.76 0.06 0.19 0.09 -9.9 -8.9 10336.0 14838.0 69.7 189358.0 81026.0 4801.0 5718.0 84.0 3782.0 4953.0 76.4 1390.0 3161.0 44.0 292.0 890.0 223.0 95.0 1165.0 12774.0 1989.0 565.0 20.0 160.0 771.0 157.0 42.0 83.0 3.0 886.0 75.0 296.0 752.0 19.79 509.0 87.0 48.0 57.0 54.0 1.42 38.0 4.0 3.0 6.0 1.0 603.0 357.0 317.0 215.0 71.0 320.0 73.0 247.0 418.0 687.0 7.0 18841.0 1764.0 5798.0 8465.0 4791.0 636.0 18836.0 9273.0 498.0 412.0 122.0 10246.0 544.0 291.0 2.0 591.0 500.0 75.0 4.0 7.0 1.0 1821.0 778.0 865.0 47.4
13 Levante 29.0 48.3 38.0 418.0 3420.0 45.0 28.0 5.0 5.0 79.0 5.0 1.18 0.74 1.92 1.05 1.79 48.1 44.2 1.27 1.16 38.0 38.0 3420.0 53.0 1.39 215.0 161.0 76.7 14.0 7.0 17.0 6.0 15.8 6.0 3.0 2.0 1.0 38.0 1.0 9.0 2.0 54.3 0.23 3.3 0.09 179.0 515.0 34.8 815.0 206.0 43.1 37.5 352.0 46.6 39.4 636.0 20.0 3.1 49.0 1.29 14.5 133.0 21.0 31.5 3.5 0.09 0.3 0.11 -3.1 -4.2 12415.0 16332.0 76.0 226838.0 91955.0 5677.0 6494.0 87.4 4771.0 5765.0 82.8 1611.0 3073.0 52.4 326.0 983.0 253.0 75.0 1358.0 14321.0 1930.0 548.0 34.0 227.0 697.0 189.0 91.0 42.0 6.0 749.0 81.0 335.0 746.0 19.63 547.0 71.0 35.0 37.0 79.0 2.08 52.0 4.0 8.0 9.0 0.0 507.0 288.0 281.0 173.0 53.0 317.0 107.0 210.0 331.0 763.0 14.0 20210.0 2479.0 7642.0 8291.0 4454.0 632.0 20205.0 10797.0 711.0 417.0 157.0 12313.0 537.0 302.0 4.0 468.0 460.0 81.0 5.0 7.0 2.0 1913.0 504.0 555.0 47.6
14 Mallorca 32.0 45.0 38.0 418.0 3420.0 39.0 21.0 8.0 10.0 93.0 5.0 1.03 0.55 1.58 0.82 1.37 41.1 33.3 1.08 0.88 38.0 38.0 3420.0 65.0 1.71 190.0 125.0 73.7 9.0 6.0 23.0 5.0 13.2 16.0 15.0 1.0 0.0 38.0 2.0 7.0 1.0 63.8 0.26 -0.2 -0.01 253.0 670.0 37.8 933.0 185.0 52.0 39.6 319.0 58.0 47.8 539.0 26.0 4.8 28.0 0.74 13.5 118.0 22.0 28.8 3.11 0.08 0.26 0.08 -2.1 -2.3 11782.0 15636.0 75.4 202286.0 85060.0 5648.0 6558.0 86.1 4220.0 5197.0 81.2 1275.0 2576.0 49.5 309.0 831.0 211.0 73.0 1210.0 13615.0 1963.0 577.0 18.0 119.0 682.0 171.0 64.0 60.0 0.0 793.0 58.0 325.0 742.0 19.53 510.0 78.0 38.0 57.0 64.0 1.68 41.0 1.0 5.0 10.0 1.0 545.0 338.0 280.0 213.0 52.0 360.0 117.0 243.0 376.0 672.0 9.0 19626.0 2340.0 6588.0 8406.0 4870.0 686.0 19616.0 11405.0 740.0 527.0 201.0 11691.0 625.0 353.0 4.0 509.0 526.0 58.0 8.0 16.0 1.0 1867.0 634.0 729.0 46.5
15 Osasuna 31.0 47.4 38.0 418.0 3420.0 46.0 26.0 8.0 8.0 110.0 6.0 1.21 0.68 1.89 1.0 1.68 49.4 43.2 1.3 1.14 38.0 38.0 3418.0 54.0 1.42 143.0 89.0 65.7 13.0 13.0 12.0 11.0 28.9 5.0 5.0 0.0 0.0 38.0 3.0 5.0 0.0 51.1 0.33 -2.9 -0.08 289.0 858.0 33.7 888.0 144.0 67.3 46.9 303.0 85.8 58.4 488.0 21.0 4.3 47.0 1.24 16.2 142.0 22.0 31.2 3.74 0.08 0.27 0.1 -3.4 -5.2 10959.0 15904.0 68.9 208476.0 88813.0 4772.0 5858.0 81.5 4189.0 5547.0 75.5 1654.0 3435.0 48.2 341.0 946.0 267.0 94.0 1359.0 13788.0 2036.0 533.0 16.0 192.0 755.0 180.0 67.0 72.0 1.0 926.0 80.0 316.0 783.0 20.61 553.0 94.0 42.0 42.0 73.0 1.92 49.0 9.0 5.0 5.0 1.0 613.0 361.0 275.0 267.0 71.0 385.0 98.0 287.0 417.0 738.0 19.0 20122.0 2002.0 6073.0 9400.0 4869.0 661.0 20114.0 9935.0 562.0 428.0 124.0 10840.0 611.0 306.0 3.0 551.0 410.0 80.0 2.0 5.0 0.0 2056.0 874.0 869.0 50.1
16 Real Madrid 26.0 58.8 38.0 418.0 3420.0 69.0 52.0 11.0 11.0 82.0 4.0 1.82 1.37 3.18 1.53 2.89 67.9 59.2 1.79 1.56 38.0 38.0 3420.0 25.0 0.66 110.0 85.0 79.1 26.0 9.0 3.0 19.0 50.0 2.0 2.0 0.0 0.0 38.0 0.0 5.0 0.0 30.8 0.26 5.8 0.15 90.0 312.0 28.8 970.0 227.0 22.7 30.2 246.0 37.4 38.2 460.0 23.0 5.0 37.0 0.97 14.4 222.0 18.0 40.2 5.84 0.11 0.26 0.11 1.1 -1.2 20107.0 23733.0 84.7 352395.0 113608.0 9829.0 10697.0 91.9 7274.0 8243.0 88.2 2405.0 3556.0 67.6 438.0 1548.0 400.0 100.0 1972.0 21828.0 1821.0 534.0 59.0 445.0 776.0 192.0 51.0 68.0 0.0 786.0 84.0 328.0 1021.0 26.87 780.0 68.0 46.0 42.0 125.0 3.29 90.0 7.0 5.0 15.0 1.0 586.0 355.0 252.0 253.0 81.0 367.0 77.0 290.0 381.0 590.0 13.0 27693.0 2234.0 7711.0 12551.0 7671.0 1038.0 27682.0 17146.0 951.0 727.0 302.0 19981.0 518.0 315.0 3.0 487.0 474.0 84.0 11.0 2.0 0.0 2047.0 521.0 411.0 55.9
17 Real Sociedad 27.0 56.2 38.0 418.0 3420.0 54.0 38.0 4.0 5.0 79.0 2.0 1.42 1.0 2.42 1.32 2.32 48.9 45.1 1.29 1.19 38.0 38.0 3420.0 48.0 1.26 144.0 96.0 71.5 16.0 8.0 14.0 9.0 23.7 9.0 7.0 1.0 1.0 38.0 2.0 4.0 1.0 45.4 0.26 -1.6 -0.04 220.0 509.0 43.2 1128.0 133.0 30.1 32.0 246.0 69.1 48.0 447.0 13.0 2.9 65.0 1.71 17.5 139.0 12.0 32.8 3.66 0.12 0.36 0.11 5.1 4.9 15989.0 20229.0 79.0 284541.0 99278.0 6898.0 7968.0 86.6 7100.0 8250.0 86.1 1568.0 2851.0 55.0 323.0 1136.0 327.0 86.0 1588.0 18172.0 1979.0 598.0 54.0 115.0 719.0 181.0 99.0 33.0 2.0 868.0 78.0 376.0 744.0 19.58 550.0 70.0 40.0 39.0 92.0 2.42 69.0 6.0 6.0 2.0 5.0 551.0 321.0 254.0 224.0 73.0 346.0 79.0 267.0 320.0 694.0 12.0 24037.0 2340.0 7553.0 11352.0 5327.0 778.0 24032.0 14006.0 737.0 523.0 149.0 15827.0 552.0 357.0 2.0 501.0 489.0 78.0 2.0 9.0 1.0 1892.0 815.0 710.0 53.4
18 Sevilla 26.0 57.9 38.0 418.0 3420.0 53.0 35.0 7.0 7.0 97.0 1.0 1.39 0.92 2.32 1.21 2.13 53.2 47.9 1.4 1.26 38.0 38.0 3420.0 34.0 0.89 117.0 83.0 73.5 19.0 13.0 6.0 17.0 44.7 4.0 3.0 1.0 0.0 38.0 3.0 2.0 1.0 32.3 0.24 -0.7 -0.02 179.0 450.0 39.8 815.0 179.0 35.1 34.2 279.0 58.8 45.4 478.0 19.0 4.0 29.0 0.76 14.4 164.0 17.0 33.9 4.32 0.1 0.28 0.1 -0.2 -1.9 17525.0 21733.0 80.6 319775.0 106262.0 7645.0 8604.0 88.9 7011.0 8197.0 85.5 2222.0 3526.0 63.0 359.0 1272.0 343.0 110.0 1823.0 19673.0 1968.0 553.0 30.0 384.0 880.0 226.0 72.0 79.0 6.0 837.0 92.0 350.0 873.0 22.97 636.0 90.0 42.0 42.0 89.0 2.34 58.0 8.0 5.0 8.0 0.0 587.0 344.0 274.0 246.0 67.0 331.0 94.0 237.0 346.0 704.0 10.0 25650.0 2229.0 7794.0 11678.0 6387.0 920.0 25643.0 14440.0 803.0 571.0 211.0 17430.0 541.0 352.0 1.0 522.0 480.0 92.0 4.0 4.0 1.0 2069.0 746.0 695.0 51.8
19 Valencia 28.0 49.0 38.0 418.0 3420.0 45.0 34.0 5.0 8.0 80.0 8.0 1.18 0.89 2.08 1.05 1.95 43.3 37.2 1.14 0.98 38.0 38.0 3420.0 53.0 1.39 190.0 136.0 75.8 14.0 11.0 13.0 8.0 21.1 9.0 7.0 2.0 0.0 38.0 3.0 4.0 1.0 50.2 0.22 -1.8 -0.05 211.0 599.0 35.2 878.0 201.0 41.3 34.8 337.0 70.0 50.3 619.0 12.0 1.9 19.0 0.5 12.6 111.0 18.0 33.5 2.92 0.12 0.36 0.11 1.7 2.8 14490.0 18258.0 79.4 261347.0 90968.0 6320.0 7145.0 88.5 5926.0 6878.0 86.2 1705.0 3096.0 55.1 253.0 974.0 273.0 59.0 1378.0 16284.0 1874.0 591.0 46.0 238.0 677.0 169.0 54.0 70.0 8.0 688.0 100.0 257.0 612.0 16.11 445.0 53.0 22.0 43.0 80.0 2.11 56.0 5.0 2.0 9.0 0.0 500.0 310.0 270.0 173.0 57.0 334.0 130.0 204.0 362.0 748.0 12.0 21847.0 2592.0 7697.0 9694.0 4654.0 638.0 21839.0 12893.0 671.0 491.0 114.0 14386.0 521.0 283.0 3.0 416.0 543.0 100.0 6.0 9.0 1.0 1778.0 553.0 601.0 47.9
20 Valladolid 30.0 44.7 38.0 418.0 3420.0 31.0 19.0 3.0 6.0 84.0 0.0 0.82 0.5 1.32 0.74 1.24 36.6 32.1 0.96 0.85 38.0 38.0 3420.0 43.0 1.13 139.0 95.0 74.1 9.0 15.0 14.0 12.0 31.6 8.0 7.0 1.0 0.0 38.0 2.0 5.0 0.0 48.0 0.29 5.0 0.13 258.0 793.0 32.5 789.0 130.0 63.1 44.1 365.0 80.8 56.1 590.0 15.0 2.5 18.0 0.47 10.8 116.0 29.0 31.4 3.05 0.08 0.24 0.09 -5.6 -4.1 11187.0 15457.0 72.4 210278.0 81923.0 4901.0 5779.0 84.8 4401.0 5426.0 81.1 1531.0 3230.0 47.4 254.0 841.0 155.0 57.0 1106.0 13389.0 1987.0 574.0 24.0 214.0 645.0 161.0 62.0 56.0 0.0 806.0 81.0 293.0 647.0 17.03 453.0 47.0 31.0 58.0 53.0 1.39 34.0 2.0 6.0 7.0 0.0 568.0 327.0 316.0 204.0 48.0 391.0 112.0 279.0 390.0 749.0 13.0 19410.0 2162.0 6607.0 9057.0 3980.0 480.0 19404.0 9985.0 510.0 403.0 110.0 11102.0 537.0 324.0 0.0 484.0 530.0 81.0 6.0 8.0 0.0 1964.0 618.0 764.0 44.7
21 Villarreal 25.0 52.9 38.0 418.0 3420.0 62.0 40.0 10.0 11.0 78.0 1.0 1.63 1.05 2.68 1.37 2.42 63.6 55.2 1.67 1.45 38.0 38.0 3420.0 49.0 1.29 164.0 116.0 75.0 18.0 6.0 14.0 12.0 31.6 9.0 8.0 1.0 0.0 38.0 0.0 10.0 2.0 45.2 0.22 -1.8 -0.05 146.0 442.0 33.0 862.0 173.0 32.1 32.5 325.0 50.8 40.7 648.0 19.0 2.9 27.0 0.71 13.4 160.0 15.0 33.1 4.21 0.11 0.33 0.12 -1.6 -3.2 16218.0 20045.0 80.9 294996.0 98849.0 7011.0 7907.0 88.7 6626.0 7599.0 87.2 2025.0 3322.0 61.0 368.0 1112.0 276.0 75.0 1483.0 18098.0 1876.0 510.0 42.0 267.0 619.0 148.0 53.0 57.0 0.0 804.0 71.0 290.0 864.0 22.74 642.0 66.0 44.0 37.0 108.0 2.84 71.0 5.0 10.0 11.0 1.0 553.0 323.0 250.0 239.0 64.0 362.0 116.0 246.0 339.0 814.0 12.0 24137.0 2532.0 7874.0 11259.0 5231.0 772.0 24126.0 13188.0 694.0 518.0 209.0 16111.0 601.0 310.0 0.0 483.0 422.0 71.0 10.0 9.0 2.0 1894.0 536.0 622.0 46.3