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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_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
Alavés,30.0,42.8,38.0,418.0,3420.0,35.0,21.0,5.0,8.0,96.0,8.0,0.92,0.55,1.47,0.79,1.34,42.6,36.4,1.12,0.96,38.0,38.0,3420.0,57.0,1.5,142.0,85.0,62.0,9.0,11.0,18.0,9.0,23.7,3.0,3.0,0.0,0.0,38.0,0.0,5.0,0.0,51.1,0.35,-5.9,-0.15,309.0,615.0,50.2,792.0,116.0,53.7,40.3,306.0,62.1,44.8,545.0,19.0,3.5,37.0,0.97,14.3,95.0,12.0,28.0,2.5,0.09,0.32,0.11,-7.6,-6.4,10216.0,14388.0,71.0,196775.0,86618.0,4463.0,5484.0,81.4,4016.0,5139.0,78.1,1482.0,2923.0,50.7,256.0,789.0,189.0,82.0,938.0,12378.0,1937.0,595.0,11.0,144.0,645.0,142.0,42.0,68.0,4.0,800.0,73.0,265.0,595.0,15.66,375.0,98.0,35.0,50.0,59.0,1.55,28.0,10.0,5.0,9.0,4.0,499.0,292.0,263.0,181.0,55.0,341.0,90.0,251.0,427.0,766.0,8.0,18193.0,2104.0,6503.0,8084.0,3788.0,575.0,18185.0,8988.0,404.0,315.0,104.0,10112.0,557.0,256.0,5.0,513.0,487.0,73.0,5.0,3.0,0.0,1737.0,831.0,602.0,58.0
Athletic Club,27.0,49.9,38.0,418.0,3420.0,43.0,31.0,4.0,5.0,82.0,3.0,1.13,0.82,1.95,1.03,1.84,43.1,39.2,1.13,1.03,38.0,38.0,3420.0,42.0,1.11,111.0,69.0,66.7,11.0,13.0,14.0,9.0,23.7,6.0,5.0,1.0,0.0,38.0,1.0,6.0,1.0,37.4,0.29,-3.6,-0.09,206.0,493.0,41.8,817.0,210.0,36.5,35.0,270.0,72.2,52.2,555.0,24.0,4.3,36.0,0.95,15.4,128.0,15.0,32.1,3.37,0.1,0.3,0.1,-0.1,-0.2,13578.0,17842.0,76.1,251137.0,91456.0,5873.0,6901.0,85.1,5483.0,6607.0,83.0,1792.0,3120.0,57.4,303.0,1054.0,284.0,79.0,1496.0,15738.0,2027.0,561.0,13.0,200.0,812.0,197.0,65.0,73.0,3.0,920.0,77.0,377.0,723.0,19.03,539.0,66.0,25.0,43.0,73.0,1.92,52.0,5.0,5.0,7.0,1.0,462.0,269.0,194.0,200.0,68.0,341.0,74.0,267.0,344.0,684.0,9.0,21410.0,1921.0,5863.0,10255.0,5481.0,675.0,21405.0,11152.0,685.0,510.0,147.0,13475.0,496.0,335.0,1.0,483.0,477.0,77.0,5.0,6.0,1.0,1836.0,656.0,601.0,52.2
Atlético Madrid,25.0,52.3,38.0,418.0,3420.0,65.0,54.0,5.0,7.0,100.0,0.0,1.71,1.42,3.13,1.58,3.0,52.8,47.2,1.39,1.24,38.0,38.0,3420.0,25.0,0.66,122.0,98.0,80.3,26.0,8.0,4.0,18.0,47.4,4.0,1.0,2.0,1.0,38.0,0.0,5.0,3.0,33.1,0.25,11.1,0.29,202.0,539.0,37.5,710.0,131.0,49.7,39.1,293.0,63.5,45.9,513.0,14.0,2.7,27.0,0.71,15.7,178.0,13.0,39.4,4.68,0.13,0.34,0.11,12.2,12.8,16757.0,20680.0,81.0,276506.0,95008.0,8278.0,9219.0,89.8,5931.0,6995.0,84.8,1653.0,2869.0,57.6,347.0,1144.0,370.0,53.0,1604.0,18818.0,1766.0,480.0,46.0,171.0,597.0,196.0,54.0,98.0,0.0,734.0,96.0,302.0,796.0,20.95,585.0,71.0,42.0,35.0,120.0,3.16,90.0,7.0,3.0,7.0,1.0,622.0,367.0,291.0,253.0,78.0,361.0,83.0,278.0,386.0,671.0,7.0,24561.0,1967.0,6777.0,12025.0,5937.0,894.0,24555.0,13675.0,694.0,483.0,190.0,16649.0,503.0,342.0,0.0,489.0,443.0,96.0,6.0,4.0,3.0,1951.0,530.0,482.0,52.4
Barcelona,25.0,65.5,38.0,418.0,3420.0,80.0,51.0,4.0,8.0,72.0,2.0,2.11,1.34,3.45,2.0,3.34,73.5,67.1,1.94,1.77,38.0,38.0,3420.0,38.0,1.0,130.0,94.0,74.6,24.0,7.0,7.0,14.0,36.8,5.0,5.0,0.0,0.0,38.0,1.0,5.0,2.0,36.0,0.24,0.0,0.0,92.0,207.0,44.4,1070.0,193.0,14.8,26.2,213.0,23.0,29.5,369.0,19.0,5.1,40.0,1.05,15.4,231.0,43.0,40.2,6.08,0.13,0.33,0.12,6.5,8.9,25192.0,28488.0,88.4,384110.0,119170.0,13304.0,14257.0,93.3,9056.0,9893.0,91.5,1599.0,2287.0,69.9,452.0,1874.0,517.0,52.0,2157.0,26712.0,1686.0,536.0,58.0,108.0,494.0,217.0,68.0,35.0,0.0,644.0,90.0,340.0,1064.0,28.0,833.0,50.0,34.0,61.0,136.0,3.58,105.0,2.0,9.0,7.0,1.0,499.0,293.0,223.0,195.0,81.0,325.0,70.0,255.0,361.0,429.0,16.0,31975.0,2240.0,7299.0,14908.0,9965.0,1217.0,31967.0,21041.0,972.0,930.0,276.0,25052.0,477.0,341.0,2.0,357.0,523.0,90.0,6.0,5.0,2.0,1937.0,395.0,317.0,55.5
Betis,25.0,53.6,38.0,418.0,3420.0,50.0,35.0,8.0,11.0,93.0,8.0,1.32,0.92,2.24,1.11,2.03,49.1,40.5,1.29,1.07,38.0,38.0,3420.0,50.0,1.32,136.0,87.0,69.1,17.0,10.0,11.0,13.0,34.2,10.0,8.0,2.0,0.0,38.0,1.0,4.0,3.0,46.8,0.28,-0.2,0.0,212.0,606.0,35.0,958.0,163.0,47.8,37.9,245.0,60.4,45.7,505.0,20.0,4.0,48.0,1.26,16.2,145.0,16.0,33.6,3.82,0.1,0.29,0.1,0.9,1.5,15814.0,19679.0,80.4,273398.0,94327.0,7403.0,8309.0,89.1,6096.0,7037.0,86.6,1672.0,3002.0,55.7,334.0,1048.0,298.0,80.0,1441.0,17720.0,1894.0,598.0,18.0,163.0,586.0,184.0,48.0,82.0,2.0,774.0,65.0,321.0,799.0,21.03,578.0,74.0,39.0,36.0,91.0,2.39,58.0,12.0,5.0,9.0,1.0,556.0,315.0,274.0,221.0,61.0,362.0,74.0,288.0,453.0,687.0,11.0,23649.0,2104.0,6950.0,11175.0,5734.0,790.0,23638.0,13277.0,694.0,547.0,172.0,15683.0,592.0,367.0,4.0,521.0,483.0,65.0,9.0,10.0,3.0,1938.0,613.0,628.0,49.4
Cádiz,34.0,34.8,38.0,418.0,3420.0,33.0,16.0,4.0,4.0,81.0,3.0,0.87,0.42,1.29,0.76,1.18,34.7,31.6,0.91,0.83,38.0,38.0,3420.0,58.0,1.53,150.0,91.0,67.3,11.0,11.0,16.0,10.0,26.3,10.0,9.0,1.0,0.0,38.0,2.0,4.0,1.0,53.8,0.3,-3.2,-0.09,396.0,998.0,39.7,846.0,72.0,78.7,50.7,349.0,95.1,65.0,606.0,33.0,5.4,26.0,0.68,11.7,97.0,14.0,32.4,2.55,0.1,0.3,0.11,-1.7,-2.6,7949.0,12067.0,65.9,158876.0,72248.0,3244.0,4091.0,79.3,3064.0,4071.0,75.3,1319.0,2992.0,44.1,196.0,653.0,152.0,73.0,854.0,10091.0,1920.0,587.0,15.0,134.0,731.0,149.0,56.0,78.0,1.0,739.0,56.0,282.0,517.0,13.61,330.0,65.0,27.0,42.0,53.0,1.39,37.0,2.0,6.0,4.0,1.0,573.0,317.0,305.0,216.0,52.0,368.0,99.0,269.0,437.0,788.0,8.0,15979.0,2120.0,5874.0,6716.0,3599.0,438.0,15975.0,7256.0,455.0,358.0,79.0,7858.0,561.0,294.0,2.0,436.0,483.0,56.0,3.0,10.0,1.0,1809.0,687.0,753.0,47.7
Celta Vigo,30.0,53.3,38.0,418.0,3420.0,55.0,39.0,7.0,7.0,109.0,5.0,1.45,1.03,2.47,1.26,2.29,50.4,44.9,1.33,1.18,38.0,38.0,3418.0,57.0,1.5,138.0,81.0,63.8,14.0,11.0,13.0,9.0,23.7,8.0,7.0,1.0,0.0,38.0,2.0,4.0,1.0,49.7,0.32,-6.3,-0.17,194.0,607.0,32.0,1025.0,156.0,40.0,34.9,315.0,62.5,46.6,553.0,10.0,1.8,45.0,1.18,15.6,133.0,13.0,38.0,3.5,0.14,0.36,0.13,4.6,3.1,15176.0,19318.0,78.6,263065.0,91357.0,6912.0,7946.0,87.0,6117.0,7188.0,85.1,1552.0,2914.0,53.3,267.0,978.0,248.0,48.0,1308.0,17402.0,1851.0,553.0,33.0,145.0,521.0,125.0,42.0,62.0,2.0,764.0,65.0,298.0,624.0,16.42,460.0,51.0,36.0,38.0,98.0,2.58,69.0,6.0,6.0,10.0,2.0,662.0,368.0,332.0,259.0,71.0,399.0,89.0,310.0,405.0,751.0,12.0,23271.0,2443.0,7999.0,10717.0,4742.0,593.0,23264.0,13162.0,514.0,431.0,109.0,15059.0,533.0,279.0,3.0,631.0,492.0,65.0,7.0,8.0,1.0,1988.0,609.0,669.0,47.7
Eibar,30.0,49.3,38.0,418.0,3420.0,29.0,20.0,4.0,9.0,71.0,3.0,0.76,0.53,1.29,0.66,1.18,45.2,38.3,1.19,1.01,38.0,38.0,3420.0,52.0,1.37,135.0,82.0,63.7,6.0,12.0,20.0,9.0,23.7,5.0,3.0,1.0,1.0,38.0,0.0,5.0,0.0,47.5,0.33,-4.5,-0.12,340.0,847.0,40.1,938.0,124.0,65.9,48.1,250.0,91.6,68.4,406.0,14.0,3.4,63.0,1.66,18.4,127.0,14.0,28.7,3.34,0.06,0.2,0.09,-16.2,-13.3,11810.0,16890.0,69.9,234607.0,92605.0,4840.0,5844.0,82.8,4584.0,5965.0,76.8,2002.0,4026.0,49.7,309.0,1119.0,254.0,118.0,1295.0,14786.0,2037.0,511.0,5.0,243.0,1052.0,197.0,94.0,98.0,0.0,991.0,67.0,325.0,758.0,19.95,503.0,88.0,52.0,51.0,48.0,1.26,30.0,3.0,4.0,2.0,3.0,514.0,309.0,228.0,204.0,82.0,360.0,63.0,297.0,434.0,593.0,11.0,20828.0,1764.0,5553.0,9562.0,5924.0,671.0,20818.0,10427.0,507.0,374.0,102.0,11685.0,657.0,320.0,2.0,494.0,387.0,67.0,4.0,5.0,0.0,2179.0,908.0,917.0,49.8
Elche,30.0,47.5,38.0,418.0,3420.0,33.0,25.0,2.0,3.0,99.0,3.0,0.87,0.66,1.53,0.82,1.47,29.9,27.5,0.79,0.72,38.0,38.0,3420.0,55.0,1.45,163.0,106.0,69.9,8.0,12.0,18.0,7.0,18.4,10.0,6.0,3.0,1.0,38.0,0.0,6.0,1.0,58.8,0.32,4.8,0.13,267.0,604.0,44.2,1044.0,168.0,36.8,34.8,348.0,63.2,45.2,537.0,10.0,1.9,34.0,0.89,13.7,86.0,12.0,32.5,2.26,0.12,0.36,0.11,3.1,3.5,13481.0,17054.0,79.0,244074.0,94227.0,6028.0,6753.0,89.3,5307.0,6190.0,85.7,1652.0,3000.0,55.1,190.0,784.0,148.0,79.0,927.0,15168.0,1835.0,537.0,8.0,167.0,672.0,137.0,52.0,60.0,1.0,715.0,51.0,322.0,460.0,12.11,318.0,60.0,25.0,30.0,54.0,1.42,35.0,8.0,4.0,3.0,1.0,551.0,336.0,324.0,189.0,38.0,357.0,97.0,260.0,386.0,689.0,10.0,20849.0,2572.0,8347.0,9141.0,3558.0,417.0,20846.0,11786.0,500.0,366.0,73.0,13378.0,614.0,345.0,2.0,527.0,456.0,51.0,1.0,10.0,1.0,1811.0,488.0,539.0,47.5
Getafe,31.0,43.3,38.0,418.0,3420.0,27.0,14.0,3.0,5.0,120.0,7.0,0.71,0.37,1.08,0.63,1.0,34.4,30.5,0.91,0.8,38.0,38.0,3420.0,43.0,1.13,111.0,70.0,67.6,9.0,11.0,18.0,14.0,36.8,8.0,7.0,1.0,0.0,38.0,0.0,3.0,3.0,39.7,0.29,-0.3,-0.01,370.0,913.0,40.5,863.0,48.0,80.1,49.7,263.0,84.4,55.4,444.0,17.0,3.8,50.0,1.32,17.2,97.0,24.0,27.3,2.55,0.07,0.25,0.09,-7.4,-6.5,8977.0,13863.0,64.8,170990.0,76315.0,4043.0,5155.0,78.4,3111.0,4340.0,71.7,1417.0,3219.0,44.0,261.0,863.0,225.0,102.0,1090.0,11734.0,2055.0,596.0,7.0,210.0,815.0,143.0,71.0,36.0,0.0,973.0,74.0,322.0,618.0,16.26,413.0,70.0,37.0,52.0,38.0,1.0,22.0,0.0,6.0,4.0,0.0,579.0,352.0,232.0,276.0,71.0,361.0,53.0,308.0,393.0,615.0,4.0,17678.0,1589.0,4689.0,7849.0,5367.0,669.0,17673.0,8137.0,443.0,390.0,116.0,8882.0,607.0,354.0,2.0,631.0,520.0,74.0,3.0,8.0,3.0,1943.0,840.0,946.0,47.0
Granada,34.0,41.4,38.0,418.0,3420.0,47.0,30.0,3.0,5.0,97.0,6.0,1.24,0.79,2.03,1.16,1.95,41.1,37.3,1.08,0.98,38.0,38.0,3420.0,65.0,1.71,170.0,101.0,65.3,13.0,7.0,18.0,9.0,23.7,12.0,6.0,5.0,1.0,38.0,2.0,4.0,1.0,61.9,0.31,-2.1,-0.05,310.0,848.0,36.6,945.0,79.0,62.5,44.2,315.0,81.6,56.2,546.0,12.0,2.2,62.0,1.63,18.5,121.0,21.0,34.2,3.18,0.12,0.36,0.11,5.9,6.7,9083.0,13336.0,68.1,173761.0,74249.0,3915.0,4776.0,82.0,3574.0,4629.0,77.2,1288.0,2951.0,43.6,224.0,813.0,173.0,58.0,975.0,11332.0,1922.0,506.0,17.0,115.0,613.0,128.0,57.0,39.0,1.0,870.0,82.0,333.0,592.0,15.58,387.0,66.0,43.0,50.0,69.0,1.82,45.0,4.0,9.0,4.0,2.0,499.0,279.0,226.0,213.0,60.0,388.0,128.0,260.0,392.0,764.0,7.0,17155.0,2133.0,6002.0,7387.0,3948.0,532.0,17149.0,8122.0,411.0,288.0,105.0,8979.0,526.0,346.0,1.0,533.0,469.0,82.0,4.0,12.0,1.0,1800.0,675.0,851.0,44.2
Huesca,27.0,48.3,38.0,418.0,3420.0,32.0,23.0,3.0,4.0,69.0,2.0,0.84,0.61,1.45,0.76,1.37,38.9,36.1,1.02,0.95,38.0,38.0,3420.0,53.0,1.39,149.0,98.0,67.8,7.0,13.0,18.0,9.0,23.7,5.0,5.0,0.0,0.0,38.0,1.0,10.0,2.0,48.2,0.29,-2.8,-0.07,188.0,508.0,37.0,1082.0,187.0,35.6,34.2,293.0,42.0,38.6,539.0,16.0,3.0,34.0,0.89,14.7,130.0,13.0,32.2,3.42,0.07,0.22,0.09,-6.9,-7.1,13507.0,17480.0,77.3,250921.0,87949.0,5692.0,6487.0,87.7,5785.0,6818.0,84.8,1679.0,3199.0,52.5,295.0,898.0,221.0,113.0,1185.0,15449.0,1930.0,598.0,9.0,197.0,824.0,156.0,59.0,58.0,1.0,788.0,101.0,321.0,719.0,18.92,517.0,71.0,34.0,43.0,56.0,1.47,41.0,6.0,4.0,1.0,2.0,556.0,321.0,309.0,191.0,56.0,342.0,83.0,259.0,437.0,616.0,7.0,21269.0,2396.0,7957.0,9101.0,4468.0,594.0,21265.0,11728.0,618.0,452.0,113.0,13392.0,540.0,305.0,1.0,528.0,518.0,101.0,2.0,5.0,2.0,1876.0,580.0,598.0,49.2
Levante,29.0,52.2,38.0,418.0,3420.0,45.0,35.0,3.0,6.0,68.0,1.0,1.18,0.92,2.11,1.11,2.03,40.4,35.7,1.06,0.94,38.0,38.0,3420.0,57.0,1.5,163.0,108.0,66.9,9.0,14.0,15.0,4.0,10.5,4.0,3.0,0.0,1.0,38.0,1.0,6.0,2.0,50.0,0.29,-5.0,-0.13,136.0,382.0,35.6,943.0,197.0,32.3,32.7,275.0,28.0,29.6,533.0,8.0,1.5,71.0,1.87,17.6,125.0,10.0,33.2,3.29,0.11,0.34,0.1,4.6,6.3,14190.0,18116.0,78.3,257005.0,95976.0,6356.0,7202.0,88.3,5760.0,6804.0,84.7,1694.0,3076.0,55.1,286.0,1087.0,306.0,83.0,1537.0,16222.0,1825.0,509.0,23.0,178.0,697.0,173.0,61.0,41.0,0.0,767.0,69.0,370.0,671.0,17.66,519.0,48.0,25.0,29.0,80.0,2.11,60.0,4.0,4.0,3.0,4.0,511.0,282.0,268.0,188.0,55.0,335.0,93.0,242.0,435.0,681.0,15.0,21884.0,2410.0,7654.0,9503.0,4932.0,679.0,21878.0,12443.0,619.0,446.0,136.0,14070.0,547.0,326.0,0.0,509.0,397.0,69.0,5.0,4.0,2.0,2023.0,455.0,522.0,46.6
Osasuna,28.0,43.2,38.0,418.0,3420.0,36.0,25.0,5.0,6.0,80.0,5.0,0.95,0.66,1.61,0.82,1.47,38.7,34.7,1.02,0.91,38.0,38.0,3415.0,48.0,1.27,142.0,94.0,69.7,11.0,11.0,16.0,11.0,28.9,8.0,5.0,2.0,1.0,38.0,0.0,5.0,2.0,47.0,0.3,1.0,0.03,441.0,996.0,44.3,995.0,92.0,71.5,47.3,302.0,94.4,61.3,600.0,30.0,5.0,76.0,2.0,17.3,114.0,7.0,31.0,3.0,0.08,0.27,0.1,-2.7,-3.7,10233.0,15031.0,68.1,201352.0,91555.0,4401.0,5541.0,79.4,3869.0,5149.0,75.1,1649.0,3329.0,49.5,259.0,968.0,261.0,101.0,1220.0,13118.0,1846.0,510.0,6.0,194.0,700.0,117.0,44.0,54.0,1.0,831.0,67.0,281.0,615.0,16.18,441.0,70.0,35.0,30.0,61.0,1.61,45.0,4.0,6.0,3.0,3.0,524.0,281.0,223.0,217.0,84.0,349.0,100.0,249.0,392.0,774.0,7.0,18965.0,2103.0,6010.0,8686.0,4447.0,623.0,18959.0,8688.0,345.0,315.0,64.0,10118.0,588.0,310.0,3.0,535.0,407.0,67.0,3.0,8.0,2.0,2071.0,996.0,806.0,55.3
Real Madrid,30.0,59.3,38.0,418.0,3420.0,64.0,53.0,3.0,3.0,59.0,2.0,1.68,1.39,3.08,1.61,3.0,61.5,59.2,1.62,1.56,38.0,38.0,3420.0,28.0,0.74,116.0,88.0,81.9,25.0,9.0,4.0,17.0,44.7,8.0,7.0,1.0,0.0,38.0,0.0,3.0,1.0,32.7,0.22,5.7,0.15,89.0,300.0,29.7,1086.0,243.0,20.6,29.6,235.0,32.3,36.6,472.0,26.0,5.5,44.0,1.16,15.7,167.0,17.0,30.7,4.39,0.11,0.37,0.11,2.5,1.8,20652.0,24119.0,85.6,352965.0,111437.0,9790.0,10620.0,92.2,7728.0,8593.0,89.9,2214.0,3224.0,68.7,438.0,1525.0,401.0,77.0,1920.0,22248.0,1785.0,501.0,32.0,351.0,771.0,224.0,70.0,65.0,1.0,759.0,86.0,346.0,981.0,25.82,745.0,79.0,51.0,41.0,114.0,3.0,89.0,6.0,5.0,4.0,2.0,531.0,318.0,266.0,188.0,77.0,344.0,83.0,261.0,401.0,544.0,12.0,27856.0,2279.0,7913.0,12359.0,7814.0,1021.0,27853.0,17126.0,963.0,739.0,242.0,20538.0,546.0,315.0,1.0,407.0,474.0,86.0,2.0,8.0,1.0,1901.0,444.0,381.0,53.8
Real Sociedad,30.0,54.9,38.0,418.0,3420.0,58.0,39.0,9.0,12.0,81.0,1.0,1.53,1.03,2.55,1.29,2.32,60.7,51.5,1.6,1.36,38.0,38.0,3420.0,38.0,1.0,105.0,67.0,66.7,17.0,11.0,10.0,14.0,36.8,5.0,3.0,1.0,1.0,38.0,0.0,4.0,1.0,35.0,0.3,-2.0,-0.05,204.0,520.0,39.2,998.0,132.0,38.2,35.1,217.0,64.1,49.7,415.0,9.0,2.2,47.0,1.24,17.3,139.0,20.0,33.3,3.66,0.12,0.35,0.13,-2.7,-2.5,14915.0,18995.0,78.5,264692.0,91984.0,6592.0,7589.0,86.9,6282.0,7368.0,85.3,1582.0,2840.0,55.7,308.0,1100.0,343.0,64.0,1554.0,17052.0,1857.0,545.0,40.0,103.0,712.0,196.0,87.0,82.0,1.0,823.0,86.0,369.0,749.0,19.71,532.0,76.0,45.0,48.0,100.0,2.63,72.0,9.0,9.0,8.0,0.0,547.0,322.0,240.0,227.0,80.0,353.0,96.0,257.0,315.0,563.0,5.0,22622.0,2089.0,6527.0,10724.0,5580.0,823.0,22610.0,12816.0,626.0,492.0,125.0,14729.0,518.0,311.0,0.0,566.0,459.0,86.0,8.0,5.0,1.0,1941.0,663.0,669.0,49.8
Sevilla,26.0,60.9,38.0,418.0,3420.0,52.0,36.0,6.0,7.0,79.0,2.0,1.37,0.95,2.32,1.21,2.16,54.4,48.9,1.43,1.29,38.0,38.0,3420.0,33.0,0.87,120.0,87.0,75.8,24.0,5.0,9.0,17.0,44.7,6.0,4.0,2.0,0.0,38.0,0.0,4.0,2.0,33.5,0.24,2.5,0.07,183.0,418.0,43.8,1015.0,169.0,30.0,31.7,225.0,50.7,39.5,512.0,30.0,5.9,36.0,0.95,14.5,135.0,15.0,29.7,3.55,0.1,0.34,0.11,-2.4,-2.9,19248.0,22873.0,84.2,342985.0,106478.0,8654.0,9471.0,91.4,7775.0,8720.0,89.2,2190.0,3442.0,63.6,387.0,1234.0,346.0,122.0,1627.0,21025.0,1779.0,516.0,27.0,384.0,731.0,167.0,35.0,65.0,0.0,797.0,69.0,301.0,830.0,21.84,635.0,61.0,36.0,35.0,87.0,2.29,65.0,4.0,6.0,4.0,0.0,492.0,297.0,220.0,200.0,72.0,310.0,90.0,220.0,362.0,636.0,10.0,26484.0,2495.0,8190.0,12249.0,6227.0,784.0,26477.0,15793.0,691.0,552.0,151.0,19128.0,516.0,309.0,2.0,491.0,488.0,69.0,4.0,6.0,2.0,1944.0,615.0,534.0,53.5
Valencia,30.0,46.9,38.0,418.0,3420.0,48.0,35.0,8.0,10.0,82.0,5.0,1.26,0.92,2.18,1.05,1.97,42.6,34.8,1.12,0.92,38.0,38.0,3420.0,53.0,1.39,175.0,121.0,72.6,10.0,13.0,15.0,7.0,18.4,8.0,5.0,3.0,0.0,38.0,3.0,5.0,2.0,48.2,0.24,-2.8,-0.07,291.0,664.0,43.8,871.0,145.0,49.1,37.9,338.0,69.8,50.4,655.0,11.0,1.7,31.0,0.82,14.7,129.0,32.0,33.7,3.39,0.1,0.31,0.09,5.4,5.2,12755.0,16480.0,77.4,241622.0,89245.0,5332.0,6142.0,86.8,5304.0,6236.0,85.1,1735.0,3073.0,56.5,283.0,926.0,239.0,62.0,1180.0,14548.0,1842.0,584.0,22.0,218.0,613.0,163.0,58.0,51.0,2.0,666.0,90.0,297.0,687.0,18.08,482.0,58.0,34.0,59.0,86.0,2.26,58.0,10.0,5.0,8.0,0.0,463.0,277.0,241.0,163.0,59.0,372.0,123.0,249.0,391.0,785.0,12.0,20238.0,2575.0,7196.0,8735.0,4521.0,560.0,20228.0,11494.0,575.0,468.0,102.0,12659.0,498.0,268.0,3.0,459.0,527.0,90.0,6.0,7.0,2.0,1832.0,602.0,575.0,51.1
Valladolid,32.0,45.2,38.0,418.0,3420.0,34.0,21.0,7.0,8.0,93.0,4.0,0.89,0.55,1.45,0.71,1.26,40.1,33.8,1.05,0.89,38.0,38.0,3420.0,57.0,1.5,161.0,104.0,68.3,5.0,16.0,17.0,3.0,7.9,7.0,6.0,0.0,1.0,38.0,1.0,5.0,0.0,53.4,0.3,-3.6,-0.1,251.0,810.0,31.0,878.0,133.0,61.2,44.4,331.0,82.5,58.3,578.0,7.0,1.2,28.0,0.74,14.6,110.0,25.0,30.6,2.89,0.08,0.25,0.1,-6.1,-6.8,11145.0,15385.0,72.4,206105.0,80260.0,4972.0,5863.0,84.8,4299.0,5283.0,81.4,1489.0,3187.0,46.7,263.0,873.0,213.0,90.0,1101.0,13372.0,1938.0,571.0,20.0,193.0,746.0,145.0,53.0,39.0,1.0,796.0,75.0,312.0,652.0,17.16,471.0,50.0,31.0,55.0,56.0,1.47,36.0,2.0,5.0,9.0,1.0,559.0,321.0,285.0,208.0,66.0,379.0,102.0,277.0,430.0,812.0,9.0,19403.0,2227.0,6559.0,8418.0,4627.0,558.0,19395.0,9720.0,564.0,423.0,112.0,11055.0,524.0,328.0,0.0,511.0,510.0,75.0,8.0,7.0,0.0,1922.0,628.0,818.0,43.4
Villarreal,29.0,55.2,38.0,418.0,3420.0,57.0,33.0,12.0,13.0,67.0,5.0,1.5,0.87,2.37,1.18,2.05,56.4,46.4,1.48,1.22,38.0,38.0,3420.0,44.0,1.16,126.0,83.0,70.6,15.0,13.0,10.0,10.0,26.3,9.0,7.0,1.0,1.0,38.0,0.0,3.0,2.0,38.7,0.25,-3.3,-0.09,167.0,431.0,38.7,1098.0,208.0,26.0,29.9,304.0,48.0,40.5,597.0,28.0,4.7,32.0,0.84,13.8,146.0,13.0,37.2,3.84,0.11,0.31,0.12,0.6,-1.4,17508.0,21129.0,82.9,305401.0,104843.0,8074.0,8963.0,90.1,7097.0,8015.0,88.5,1788.0,2857.0,62.6,317.0,1175.0,358.0,81.0,1628.0,19245.0,1796.0,539.0,47.0,178.0,579.0,160.0,58.0,33.0,1.0,711.0,88.0,348.0,742.0,19.53,576.0,46.0,27.0,37.0,99.0,2.61,69.0,3.0,7.0,7.0,1.0,539.0,313.0,256.0,205.0,78.0,358.0,101.0,257.0,371.0,638.0,17.0,24816.0,2442.0,7838.0,11470.0,5730.0,819.0,24803.0,14443.0,737.0,558.0,185.0,17313.0,545.0,336.0,1.0,449.0,465.0,88.0,7.0,9.0,2.0,1878.0,489.0,496.0,49.6
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 Alavés 30.0 42.8 38.0 418.0 3420.0 35.0 21.0 5.0 8.0 96.0 8.0 0.92 0.55 1.47 0.79 1.34 42.6 36.4 1.12 0.96 38.0 38.0 3420.0 57.0 1.5 142.0 85.0 62.0 9.0 11.0 18.0 9.0 23.7 3.0 3.0 0.0 0.0 38.0 0.0 5.0 0.0 51.1 0.35 -5.9 -0.15 309.0 615.0 50.2 792.0 116.0 53.7 40.3 306.0 62.1 44.8 545.0 19.0 3.5 37.0 0.97 14.3 95.0 12.0 28.0 2.5 0.09 0.32 0.11 -7.6 -6.4 10216.0 14388.0 71.0 196775.0 86618.0 4463.0 5484.0 81.4 4016.0 5139.0 78.1 1482.0 2923.0 50.7 256.0 789.0 189.0 82.0 938.0 12378.0 1937.0 595.0 11.0 144.0 645.0 142.0 42.0 68.0 4.0 800.0 73.0 265.0 595.0 15.66 375.0 98.0 35.0 50.0 59.0 1.55 28.0 10.0 5.0 9.0 4.0 499.0 292.0 263.0 181.0 55.0 341.0 90.0 251.0 427.0 766.0 8.0 18193.0 2104.0 6503.0 8084.0 3788.0 575.0 18185.0 8988.0 404.0 315.0 104.0 10112.0 557.0 256.0 5.0 513.0 487.0 73.0 5.0 3.0 0.0 1737.0 831.0 602.0 58.0
3 Athletic Club 27.0 49.9 38.0 418.0 3420.0 43.0 31.0 4.0 5.0 82.0 3.0 1.13 0.82 1.95 1.03 1.84 43.1 39.2 1.13 1.03 38.0 38.0 3420.0 42.0 1.11 111.0 69.0 66.7 11.0 13.0 14.0 9.0 23.7 6.0 5.0 1.0 0.0 38.0 1.0 6.0 1.0 37.4 0.29 -3.6 -0.09 206.0 493.0 41.8 817.0 210.0 36.5 35.0 270.0 72.2 52.2 555.0 24.0 4.3 36.0 0.95 15.4 128.0 15.0 32.1 3.37 0.1 0.3 0.1 -0.1 -0.2 13578.0 17842.0 76.1 251137.0 91456.0 5873.0 6901.0 85.1 5483.0 6607.0 83.0 1792.0 3120.0 57.4 303.0 1054.0 284.0 79.0 1496.0 15738.0 2027.0 561.0 13.0 200.0 812.0 197.0 65.0 73.0 3.0 920.0 77.0 377.0 723.0 19.03 539.0 66.0 25.0 43.0 73.0 1.92 52.0 5.0 5.0 7.0 1.0 462.0 269.0 194.0 200.0 68.0 341.0 74.0 267.0 344.0 684.0 9.0 21410.0 1921.0 5863.0 10255.0 5481.0 675.0 21405.0 11152.0 685.0 510.0 147.0 13475.0 496.0 335.0 1.0 483.0 477.0 77.0 5.0 6.0 1.0 1836.0 656.0 601.0 52.2
4 Atlético Madrid 25.0 52.3 38.0 418.0 3420.0 65.0 54.0 5.0 7.0 100.0 0.0 1.71 1.42 3.13 1.58 3.0 52.8 47.2 1.39 1.24 38.0 38.0 3420.0 25.0 0.66 122.0 98.0 80.3 26.0 8.0 4.0 18.0 47.4 4.0 1.0 2.0 1.0 38.0 0.0 5.0 3.0 33.1 0.25 11.1 0.29 202.0 539.0 37.5 710.0 131.0 49.7 39.1 293.0 63.5 45.9 513.0 14.0 2.7 27.0 0.71 15.7 178.0 13.0 39.4 4.68 0.13 0.34 0.11 12.2 12.8 16757.0 20680.0 81.0 276506.0 95008.0 8278.0 9219.0 89.8 5931.0 6995.0 84.8 1653.0 2869.0 57.6 347.0 1144.0 370.0 53.0 1604.0 18818.0 1766.0 480.0 46.0 171.0 597.0 196.0 54.0 98.0 0.0 734.0 96.0 302.0 796.0 20.95 585.0 71.0 42.0 35.0 120.0 3.16 90.0 7.0 3.0 7.0 1.0 622.0 367.0 291.0 253.0 78.0 361.0 83.0 278.0 386.0 671.0 7.0 24561.0 1967.0 6777.0 12025.0 5937.0 894.0 24555.0 13675.0 694.0 483.0 190.0 16649.0 503.0 342.0 0.0 489.0 443.0 96.0 6.0 4.0 3.0 1951.0 530.0 482.0 52.4
5 Barcelona 25.0 65.5 38.0 418.0 3420.0 80.0 51.0 4.0 8.0 72.0 2.0 2.11 1.34 3.45 2.0 3.34 73.5 67.1 1.94 1.77 38.0 38.0 3420.0 38.0 1.0 130.0 94.0 74.6 24.0 7.0 7.0 14.0 36.8 5.0 5.0 0.0 0.0 38.0 1.0 5.0 2.0 36.0 0.24 0.0 0.0 92.0 207.0 44.4 1070.0 193.0 14.8 26.2 213.0 23.0 29.5 369.0 19.0 5.1 40.0 1.05 15.4 231.0 43.0 40.2 6.08 0.13 0.33 0.12 6.5 8.9 25192.0 28488.0 88.4 384110.0 119170.0 13304.0 14257.0 93.3 9056.0 9893.0 91.5 1599.0 2287.0 69.9 452.0 1874.0 517.0 52.0 2157.0 26712.0 1686.0 536.0 58.0 108.0 494.0 217.0 68.0 35.0 0.0 644.0 90.0 340.0 1064.0 28.0 833.0 50.0 34.0 61.0 136.0 3.58 105.0 2.0 9.0 7.0 1.0 499.0 293.0 223.0 195.0 81.0 325.0 70.0 255.0 361.0 429.0 16.0 31975.0 2240.0 7299.0 14908.0 9965.0 1217.0 31967.0 21041.0 972.0 930.0 276.0 25052.0 477.0 341.0 2.0 357.0 523.0 90.0 6.0 5.0 2.0 1937.0 395.0 317.0 55.5
6 Betis 25.0 53.6 38.0 418.0 3420.0 50.0 35.0 8.0 11.0 93.0 8.0 1.32 0.92 2.24 1.11 2.03 49.1 40.5 1.29 1.07 38.0 38.0 3420.0 50.0 1.32 136.0 87.0 69.1 17.0 10.0 11.0 13.0 34.2 10.0 8.0 2.0 0.0 38.0 1.0 4.0 3.0 46.8 0.28 -0.2 0.0 212.0 606.0 35.0 958.0 163.0 47.8 37.9 245.0 60.4 45.7 505.0 20.0 4.0 48.0 1.26 16.2 145.0 16.0 33.6 3.82 0.1 0.29 0.1 0.9 1.5 15814.0 19679.0 80.4 273398.0 94327.0 7403.0 8309.0 89.1 6096.0 7037.0 86.6 1672.0 3002.0 55.7 334.0 1048.0 298.0 80.0 1441.0 17720.0 1894.0 598.0 18.0 163.0 586.0 184.0 48.0 82.0 2.0 774.0 65.0 321.0 799.0 21.03 578.0 74.0 39.0 36.0 91.0 2.39 58.0 12.0 5.0 9.0 1.0 556.0 315.0 274.0 221.0 61.0 362.0 74.0 288.0 453.0 687.0 11.0 23649.0 2104.0 6950.0 11175.0 5734.0 790.0 23638.0 13277.0 694.0 547.0 172.0 15683.0 592.0 367.0 4.0 521.0 483.0 65.0 9.0 10.0 3.0 1938.0 613.0 628.0 49.4
7 Cádiz 34.0 34.8 38.0 418.0 3420.0 33.0 16.0 4.0 4.0 81.0 3.0 0.87 0.42 1.29 0.76 1.18 34.7 31.6 0.91 0.83 38.0 38.0 3420.0 58.0 1.53 150.0 91.0 67.3 11.0 11.0 16.0 10.0 26.3 10.0 9.0 1.0 0.0 38.0 2.0 4.0 1.0 53.8 0.3 -3.2 -0.09 396.0 998.0 39.7 846.0 72.0 78.7 50.7 349.0 95.1 65.0 606.0 33.0 5.4 26.0 0.68 11.7 97.0 14.0 32.4 2.55 0.1 0.3 0.11 -1.7 -2.6 7949.0 12067.0 65.9 158876.0 72248.0 3244.0 4091.0 79.3 3064.0 4071.0 75.3 1319.0 2992.0 44.1 196.0 653.0 152.0 73.0 854.0 10091.0 1920.0 587.0 15.0 134.0 731.0 149.0 56.0 78.0 1.0 739.0 56.0 282.0 517.0 13.61 330.0 65.0 27.0 42.0 53.0 1.39 37.0 2.0 6.0 4.0 1.0 573.0 317.0 305.0 216.0 52.0 368.0 99.0 269.0 437.0 788.0 8.0 15979.0 2120.0 5874.0 6716.0 3599.0 438.0 15975.0 7256.0 455.0 358.0 79.0 7858.0 561.0 294.0 2.0 436.0 483.0 56.0 3.0 10.0 1.0 1809.0 687.0 753.0 47.7
8 Celta Vigo 30.0 53.3 38.0 418.0 3420.0 55.0 39.0 7.0 7.0 109.0 5.0 1.45 1.03 2.47 1.26 2.29 50.4 44.9 1.33 1.18 38.0 38.0 3418.0 57.0 1.5 138.0 81.0 63.8 14.0 11.0 13.0 9.0 23.7 8.0 7.0 1.0 0.0 38.0 2.0 4.0 1.0 49.7 0.32 -6.3 -0.17 194.0 607.0 32.0 1025.0 156.0 40.0 34.9 315.0 62.5 46.6 553.0 10.0 1.8 45.0 1.18 15.6 133.0 13.0 38.0 3.5 0.14 0.36 0.13 4.6 3.1 15176.0 19318.0 78.6 263065.0 91357.0 6912.0 7946.0 87.0 6117.0 7188.0 85.1 1552.0 2914.0 53.3 267.0 978.0 248.0 48.0 1308.0 17402.0 1851.0 553.0 33.0 145.0 521.0 125.0 42.0 62.0 2.0 764.0 65.0 298.0 624.0 16.42 460.0 51.0 36.0 38.0 98.0 2.58 69.0 6.0 6.0 10.0 2.0 662.0 368.0 332.0 259.0 71.0 399.0 89.0 310.0 405.0 751.0 12.0 23271.0 2443.0 7999.0 10717.0 4742.0 593.0 23264.0 13162.0 514.0 431.0 109.0 15059.0 533.0 279.0 3.0 631.0 492.0 65.0 7.0 8.0 1.0 1988.0 609.0 669.0 47.7
9 Eibar 30.0 49.3 38.0 418.0 3420.0 29.0 20.0 4.0 9.0 71.0 3.0 0.76 0.53 1.29 0.66 1.18 45.2 38.3 1.19 1.01 38.0 38.0 3420.0 52.0 1.37 135.0 82.0 63.7 6.0 12.0 20.0 9.0 23.7 5.0 3.0 1.0 1.0 38.0 0.0 5.0 0.0 47.5 0.33 -4.5 -0.12 340.0 847.0 40.1 938.0 124.0 65.9 48.1 250.0 91.6 68.4 406.0 14.0 3.4 63.0 1.66 18.4 127.0 14.0 28.7 3.34 0.06 0.2 0.09 -16.2 -13.3 11810.0 16890.0 69.9 234607.0 92605.0 4840.0 5844.0 82.8 4584.0 5965.0 76.8 2002.0 4026.0 49.7 309.0 1119.0 254.0 118.0 1295.0 14786.0 2037.0 511.0 5.0 243.0 1052.0 197.0 94.0 98.0 0.0 991.0 67.0 325.0 758.0 19.95 503.0 88.0 52.0 51.0 48.0 1.26 30.0 3.0 4.0 2.0 3.0 514.0 309.0 228.0 204.0 82.0 360.0 63.0 297.0 434.0 593.0 11.0 20828.0 1764.0 5553.0 9562.0 5924.0 671.0 20818.0 10427.0 507.0 374.0 102.0 11685.0 657.0 320.0 2.0 494.0 387.0 67.0 4.0 5.0 0.0 2179.0 908.0 917.0 49.8
10 Elche 30.0 47.5 38.0 418.0 3420.0 33.0 25.0 2.0 3.0 99.0 3.0 0.87 0.66 1.53 0.82 1.47 29.9 27.5 0.79 0.72 38.0 38.0 3420.0 55.0 1.45 163.0 106.0 69.9 8.0 12.0 18.0 7.0 18.4 10.0 6.0 3.0 1.0 38.0 0.0 6.0 1.0 58.8 0.32 4.8 0.13 267.0 604.0 44.2 1044.0 168.0 36.8 34.8 348.0 63.2 45.2 537.0 10.0 1.9 34.0 0.89 13.7 86.0 12.0 32.5 2.26 0.12 0.36 0.11 3.1 3.5 13481.0 17054.0 79.0 244074.0 94227.0 6028.0 6753.0 89.3 5307.0 6190.0 85.7 1652.0 3000.0 55.1 190.0 784.0 148.0 79.0 927.0 15168.0 1835.0 537.0 8.0 167.0 672.0 137.0 52.0 60.0 1.0 715.0 51.0 322.0 460.0 12.11 318.0 60.0 25.0 30.0 54.0 1.42 35.0 8.0 4.0 3.0 1.0 551.0 336.0 324.0 189.0 38.0 357.0 97.0 260.0 386.0 689.0 10.0 20849.0 2572.0 8347.0 9141.0 3558.0 417.0 20846.0 11786.0 500.0 366.0 73.0 13378.0 614.0 345.0 2.0 527.0 456.0 51.0 1.0 10.0 1.0 1811.0 488.0 539.0 47.5
11 Getafe 31.0 43.3 38.0 418.0 3420.0 27.0 14.0 3.0 5.0 120.0 7.0 0.71 0.37 1.08 0.63 1.0 34.4 30.5 0.91 0.8 38.0 38.0 3420.0 43.0 1.13 111.0 70.0 67.6 9.0 11.0 18.0 14.0 36.8 8.0 7.0 1.0 0.0 38.0 0.0 3.0 3.0 39.7 0.29 -0.3 -0.01 370.0 913.0 40.5 863.0 48.0 80.1 49.7 263.0 84.4 55.4 444.0 17.0 3.8 50.0 1.32 17.2 97.0 24.0 27.3 2.55 0.07 0.25 0.09 -7.4 -6.5 8977.0 13863.0 64.8 170990.0 76315.0 4043.0 5155.0 78.4 3111.0 4340.0 71.7 1417.0 3219.0 44.0 261.0 863.0 225.0 102.0 1090.0 11734.0 2055.0 596.0 7.0 210.0 815.0 143.0 71.0 36.0 0.0 973.0 74.0 322.0 618.0 16.26 413.0 70.0 37.0 52.0 38.0 1.0 22.0 0.0 6.0 4.0 0.0 579.0 352.0 232.0 276.0 71.0 361.0 53.0 308.0 393.0 615.0 4.0 17678.0 1589.0 4689.0 7849.0 5367.0 669.0 17673.0 8137.0 443.0 390.0 116.0 8882.0 607.0 354.0 2.0 631.0 520.0 74.0 3.0 8.0 3.0 1943.0 840.0 946.0 47.0
12 Granada 34.0 41.4 38.0 418.0 3420.0 47.0 30.0 3.0 5.0 97.0 6.0 1.24 0.79 2.03 1.16 1.95 41.1 37.3 1.08 0.98 38.0 38.0 3420.0 65.0 1.71 170.0 101.0 65.3 13.0 7.0 18.0 9.0 23.7 12.0 6.0 5.0 1.0 38.0 2.0 4.0 1.0 61.9 0.31 -2.1 -0.05 310.0 848.0 36.6 945.0 79.0 62.5 44.2 315.0 81.6 56.2 546.0 12.0 2.2 62.0 1.63 18.5 121.0 21.0 34.2 3.18 0.12 0.36 0.11 5.9 6.7 9083.0 13336.0 68.1 173761.0 74249.0 3915.0 4776.0 82.0 3574.0 4629.0 77.2 1288.0 2951.0 43.6 224.0 813.0 173.0 58.0 975.0 11332.0 1922.0 506.0 17.0 115.0 613.0 128.0 57.0 39.0 1.0 870.0 82.0 333.0 592.0 15.58 387.0 66.0 43.0 50.0 69.0 1.82 45.0 4.0 9.0 4.0 2.0 499.0 279.0 226.0 213.0 60.0 388.0 128.0 260.0 392.0 764.0 7.0 17155.0 2133.0 6002.0 7387.0 3948.0 532.0 17149.0 8122.0 411.0 288.0 105.0 8979.0 526.0 346.0 1.0 533.0 469.0 82.0 4.0 12.0 1.0 1800.0 675.0 851.0 44.2
13 Huesca 27.0 48.3 38.0 418.0 3420.0 32.0 23.0 3.0 4.0 69.0 2.0 0.84 0.61 1.45 0.76 1.37 38.9 36.1 1.02 0.95 38.0 38.0 3420.0 53.0 1.39 149.0 98.0 67.8 7.0 13.0 18.0 9.0 23.7 5.0 5.0 0.0 0.0 38.0 1.0 10.0 2.0 48.2 0.29 -2.8 -0.07 188.0 508.0 37.0 1082.0 187.0 35.6 34.2 293.0 42.0 38.6 539.0 16.0 3.0 34.0 0.89 14.7 130.0 13.0 32.2 3.42 0.07 0.22 0.09 -6.9 -7.1 13507.0 17480.0 77.3 250921.0 87949.0 5692.0 6487.0 87.7 5785.0 6818.0 84.8 1679.0 3199.0 52.5 295.0 898.0 221.0 113.0 1185.0 15449.0 1930.0 598.0 9.0 197.0 824.0 156.0 59.0 58.0 1.0 788.0 101.0 321.0 719.0 18.92 517.0 71.0 34.0 43.0 56.0 1.47 41.0 6.0 4.0 1.0 2.0 556.0 321.0 309.0 191.0 56.0 342.0 83.0 259.0 437.0 616.0 7.0 21269.0 2396.0 7957.0 9101.0 4468.0 594.0 21265.0 11728.0 618.0 452.0 113.0 13392.0 540.0 305.0 1.0 528.0 518.0 101.0 2.0 5.0 2.0 1876.0 580.0 598.0 49.2
14 Levante 29.0 52.2 38.0 418.0 3420.0 45.0 35.0 3.0 6.0 68.0 1.0 1.18 0.92 2.11 1.11 2.03 40.4 35.7 1.06 0.94 38.0 38.0 3420.0 57.0 1.5 163.0 108.0 66.9 9.0 14.0 15.0 4.0 10.5 4.0 3.0 0.0 1.0 38.0 1.0 6.0 2.0 50.0 0.29 -5.0 -0.13 136.0 382.0 35.6 943.0 197.0 32.3 32.7 275.0 28.0 29.6 533.0 8.0 1.5 71.0 1.87 17.6 125.0 10.0 33.2 3.29 0.11 0.34 0.1 4.6 6.3 14190.0 18116.0 78.3 257005.0 95976.0 6356.0 7202.0 88.3 5760.0 6804.0 84.7 1694.0 3076.0 55.1 286.0 1087.0 306.0 83.0 1537.0 16222.0 1825.0 509.0 23.0 178.0 697.0 173.0 61.0 41.0 0.0 767.0 69.0 370.0 671.0 17.66 519.0 48.0 25.0 29.0 80.0 2.11 60.0 4.0 4.0 3.0 4.0 511.0 282.0 268.0 188.0 55.0 335.0 93.0 242.0 435.0 681.0 15.0 21884.0 2410.0 7654.0 9503.0 4932.0 679.0 21878.0 12443.0 619.0 446.0 136.0 14070.0 547.0 326.0 0.0 509.0 397.0 69.0 5.0 4.0 2.0 2023.0 455.0 522.0 46.6
15 Osasuna 28.0 43.2 38.0 418.0 3420.0 36.0 25.0 5.0 6.0 80.0 5.0 0.95 0.66 1.61 0.82 1.47 38.7 34.7 1.02 0.91 38.0 38.0 3415.0 48.0 1.27 142.0 94.0 69.7 11.0 11.0 16.0 11.0 28.9 8.0 5.0 2.0 1.0 38.0 0.0 5.0 2.0 47.0 0.3 1.0 0.03 441.0 996.0 44.3 995.0 92.0 71.5 47.3 302.0 94.4 61.3 600.0 30.0 5.0 76.0 2.0 17.3 114.0 7.0 31.0 3.0 0.08 0.27 0.1 -2.7 -3.7 10233.0 15031.0 68.1 201352.0 91555.0 4401.0 5541.0 79.4 3869.0 5149.0 75.1 1649.0 3329.0 49.5 259.0 968.0 261.0 101.0 1220.0 13118.0 1846.0 510.0 6.0 194.0 700.0 117.0 44.0 54.0 1.0 831.0 67.0 281.0 615.0 16.18 441.0 70.0 35.0 30.0 61.0 1.61 45.0 4.0 6.0 3.0 3.0 524.0 281.0 223.0 217.0 84.0 349.0 100.0 249.0 392.0 774.0 7.0 18965.0 2103.0 6010.0 8686.0 4447.0 623.0 18959.0 8688.0 345.0 315.0 64.0 10118.0 588.0 310.0 3.0 535.0 407.0 67.0 3.0 8.0 2.0 2071.0 996.0 806.0 55.3
16 Real Madrid 30.0 59.3 38.0 418.0 3420.0 64.0 53.0 3.0 3.0 59.0 2.0 1.68 1.39 3.08 1.61 3.0 61.5 59.2 1.62 1.56 38.0 38.0 3420.0 28.0 0.74 116.0 88.0 81.9 25.0 9.0 4.0 17.0 44.7 8.0 7.0 1.0 0.0 38.0 0.0 3.0 1.0 32.7 0.22 5.7 0.15 89.0 300.0 29.7 1086.0 243.0 20.6 29.6 235.0 32.3 36.6 472.0 26.0 5.5 44.0 1.16 15.7 167.0 17.0 30.7 4.39 0.11 0.37 0.11 2.5 1.8 20652.0 24119.0 85.6 352965.0 111437.0 9790.0 10620.0 92.2 7728.0 8593.0 89.9 2214.0 3224.0 68.7 438.0 1525.0 401.0 77.0 1920.0 22248.0 1785.0 501.0 32.0 351.0 771.0 224.0 70.0 65.0 1.0 759.0 86.0 346.0 981.0 25.82 745.0 79.0 51.0 41.0 114.0 3.0 89.0 6.0 5.0 4.0 2.0 531.0 318.0 266.0 188.0 77.0 344.0 83.0 261.0 401.0 544.0 12.0 27856.0 2279.0 7913.0 12359.0 7814.0 1021.0 27853.0 17126.0 963.0 739.0 242.0 20538.0 546.0 315.0 1.0 407.0 474.0 86.0 2.0 8.0 1.0 1901.0 444.0 381.0 53.8
17 Real Sociedad 30.0 54.9 38.0 418.0 3420.0 58.0 39.0 9.0 12.0 81.0 1.0 1.53 1.03 2.55 1.29 2.32 60.7 51.5 1.6 1.36 38.0 38.0 3420.0 38.0 1.0 105.0 67.0 66.7 17.0 11.0 10.0 14.0 36.8 5.0 3.0 1.0 1.0 38.0 0.0 4.0 1.0 35.0 0.3 -2.0 -0.05 204.0 520.0 39.2 998.0 132.0 38.2 35.1 217.0 64.1 49.7 415.0 9.0 2.2 47.0 1.24 17.3 139.0 20.0 33.3 3.66 0.12 0.35 0.13 -2.7 -2.5 14915.0 18995.0 78.5 264692.0 91984.0 6592.0 7589.0 86.9 6282.0 7368.0 85.3 1582.0 2840.0 55.7 308.0 1100.0 343.0 64.0 1554.0 17052.0 1857.0 545.0 40.0 103.0 712.0 196.0 87.0 82.0 1.0 823.0 86.0 369.0 749.0 19.71 532.0 76.0 45.0 48.0 100.0 2.63 72.0 9.0 9.0 8.0 0.0 547.0 322.0 240.0 227.0 80.0 353.0 96.0 257.0 315.0 563.0 5.0 22622.0 2089.0 6527.0 10724.0 5580.0 823.0 22610.0 12816.0 626.0 492.0 125.0 14729.0 518.0 311.0 0.0 566.0 459.0 86.0 8.0 5.0 1.0 1941.0 663.0 669.0 49.8
18 Sevilla 26.0 60.9 38.0 418.0 3420.0 52.0 36.0 6.0 7.0 79.0 2.0 1.37 0.95 2.32 1.21 2.16 54.4 48.9 1.43 1.29 38.0 38.0 3420.0 33.0 0.87 120.0 87.0 75.8 24.0 5.0 9.0 17.0 44.7 6.0 4.0 2.0 0.0 38.0 0.0 4.0 2.0 33.5 0.24 2.5 0.07 183.0 418.0 43.8 1015.0 169.0 30.0 31.7 225.0 50.7 39.5 512.0 30.0 5.9 36.0 0.95 14.5 135.0 15.0 29.7 3.55 0.1 0.34 0.11 -2.4 -2.9 19248.0 22873.0 84.2 342985.0 106478.0 8654.0 9471.0 91.4 7775.0 8720.0 89.2 2190.0 3442.0 63.6 387.0 1234.0 346.0 122.0 1627.0 21025.0 1779.0 516.0 27.0 384.0 731.0 167.0 35.0 65.0 0.0 797.0 69.0 301.0 830.0 21.84 635.0 61.0 36.0 35.0 87.0 2.29 65.0 4.0 6.0 4.0 0.0 492.0 297.0 220.0 200.0 72.0 310.0 90.0 220.0 362.0 636.0 10.0 26484.0 2495.0 8190.0 12249.0 6227.0 784.0 26477.0 15793.0 691.0 552.0 151.0 19128.0 516.0 309.0 2.0 491.0 488.0 69.0 4.0 6.0 2.0 1944.0 615.0 534.0 53.5
19 Valencia 30.0 46.9 38.0 418.0 3420.0 48.0 35.0 8.0 10.0 82.0 5.0 1.26 0.92 2.18 1.05 1.97 42.6 34.8 1.12 0.92 38.0 38.0 3420.0 53.0 1.39 175.0 121.0 72.6 10.0 13.0 15.0 7.0 18.4 8.0 5.0 3.0 0.0 38.0 3.0 5.0 2.0 48.2 0.24 -2.8 -0.07 291.0 664.0 43.8 871.0 145.0 49.1 37.9 338.0 69.8 50.4 655.0 11.0 1.7 31.0 0.82 14.7 129.0 32.0 33.7 3.39 0.1 0.31 0.09 5.4 5.2 12755.0 16480.0 77.4 241622.0 89245.0 5332.0 6142.0 86.8 5304.0 6236.0 85.1 1735.0 3073.0 56.5 283.0 926.0 239.0 62.0 1180.0 14548.0 1842.0 584.0 22.0 218.0 613.0 163.0 58.0 51.0 2.0 666.0 90.0 297.0 687.0 18.08 482.0 58.0 34.0 59.0 86.0 2.26 58.0 10.0 5.0 8.0 0.0 463.0 277.0 241.0 163.0 59.0 372.0 123.0 249.0 391.0 785.0 12.0 20238.0 2575.0 7196.0 8735.0 4521.0 560.0 20228.0 11494.0 575.0 468.0 102.0 12659.0 498.0 268.0 3.0 459.0 527.0 90.0 6.0 7.0 2.0 1832.0 602.0 575.0 51.1
20 Valladolid 32.0 45.2 38.0 418.0 3420.0 34.0 21.0 7.0 8.0 93.0 4.0 0.89 0.55 1.45 0.71 1.26 40.1 33.8 1.05 0.89 38.0 38.0 3420.0 57.0 1.5 161.0 104.0 68.3 5.0 16.0 17.0 3.0 7.9 7.0 6.0 0.0 1.0 38.0 1.0 5.0 0.0 53.4 0.3 -3.6 -0.1 251.0 810.0 31.0 878.0 133.0 61.2 44.4 331.0 82.5 58.3 578.0 7.0 1.2 28.0 0.74 14.6 110.0 25.0 30.6 2.89 0.08 0.25 0.1 -6.1 -6.8 11145.0 15385.0 72.4 206105.0 80260.0 4972.0 5863.0 84.8 4299.0 5283.0 81.4 1489.0 3187.0 46.7 263.0 873.0 213.0 90.0 1101.0 13372.0 1938.0 571.0 20.0 193.0 746.0 145.0 53.0 39.0 1.0 796.0 75.0 312.0 652.0 17.16 471.0 50.0 31.0 55.0 56.0 1.47 36.0 2.0 5.0 9.0 1.0 559.0 321.0 285.0 208.0 66.0 379.0 102.0 277.0 430.0 812.0 9.0 19403.0 2227.0 6559.0 8418.0 4627.0 558.0 19395.0 9720.0 564.0 423.0 112.0 11055.0 524.0 328.0 0.0 511.0 510.0 75.0 8.0 7.0 0.0 1922.0 628.0 818.0 43.4
21 Villarreal 29.0 55.2 38.0 418.0 3420.0 57.0 33.0 12.0 13.0 67.0 5.0 1.5 0.87 2.37 1.18 2.05 56.4 46.4 1.48 1.22 38.0 38.0 3420.0 44.0 1.16 126.0 83.0 70.6 15.0 13.0 10.0 10.0 26.3 9.0 7.0 1.0 1.0 38.0 0.0 3.0 2.0 38.7 0.25 -3.3 -0.09 167.0 431.0 38.7 1098.0 208.0 26.0 29.9 304.0 48.0 40.5 597.0 28.0 4.7 32.0 0.84 13.8 146.0 13.0 37.2 3.84 0.11 0.31 0.12 0.6 -1.4 17508.0 21129.0 82.9 305401.0 104843.0 8074.0 8963.0 90.1 7097.0 8015.0 88.5 1788.0 2857.0 62.6 317.0 1175.0 358.0 81.0 1628.0 19245.0 1796.0 539.0 47.0 178.0 579.0 160.0 58.0 33.0 1.0 711.0 88.0 348.0 742.0 19.53 576.0 46.0 27.0 37.0 99.0 2.61 69.0 3.0 7.0 7.0 1.0 539.0 313.0 256.0 205.0 78.0 358.0 101.0 257.0 371.0 638.0 17.0 24816.0 2442.0 7838.0 11470.0 5730.0 819.0 24803.0 14443.0 737.0 558.0 185.0 17313.0 545.0 336.0 1.0 449.0 465.0 88.0 7.0 9.0 2.0 1878.0 489.0 496.0 49.6