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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_2022-2023_team.csv
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team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,carries,progressive_carries,carries_into_final_third,carries_into_penalty_area,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
Almería,29.0,45.1,38.0,418.0,3420.0,49.0,33.0,2.0,3.0,98.0,4.0,1.29,0.87,2.16,1.24,2.11,45.5,43.2,1.2,1.14,38.0,38.0,3420.0,65.0,1.71,203.0,138.0,70.0,11.0,8.0,19.0,4.0,10.5,6.0,4.0,1.0,1.0,38.0,1.0,5.0,1.0,63.4,0.29,-0.6,-0.01,204.0,572.0,35.7,996.0,220.0,39.2,37.0,350.0,52.0,42.9,642.0,40.0,6.2,28.0,0.74,12.4,155.0,21.0,35.3,4.08,0.11,0.3,0.1,3.5,3.8,12151.0,15855.0,76.6,225475.0,89276.0,5232.0,6003.0,87.2,5084.0,6022.0,84.4,1512.0,2911.0,51.9,316.0,846.0,218.0,81.0,1090.0,13865.0,1907.0,552.0,49.0,132.0,605.0,147.0,58.0,59.0,1.0,750.0,83.0,308.0,758.0,19.95,533.0,73.0,51.0,33.0,76.0,2.0,51.0,7.0,7.0,3.0,0.0,557.0,322.0,292.0,202.0,63.0,435.0,122.0,313.0,322.0,855.0,13.0,20070.0,2715.0,7746.0,8468.0,4071.0,631.0,20067.0,10790.0,569.0,432.0,131.0,12047.0,580.0,281.0,2.0,443.0,401.0,83.0,2.0,6.0,1.0,1890.0,482.0,530.0,47.6
Athletic Club,26.0,51.6,38.0,418.0,3420.0,46.0,33.0,5.0,7.0,81.0,5.0,1.21,0.87,2.08,1.08,1.95,54.2,48.7,1.43,1.28,38.0,38.0,3420.0,43.0,1.13,123.0,83.0,67.5,14.0,9.0,15.0,11.0,28.9,3.0,3.0,0.0,0.0,38.0,1.0,1.0,3.0,37.2,0.29,-2.8,-0.07,171.0,452.0,37.8,941.0,187.0,30.4,32.7,248.0,66.9,50.9,451.0,29.0,6.4,50.0,1.32,16.9,157.0,13.0,29.0,4.13,0.08,0.26,0.09,-8.2,-7.7,14440.0,18630.0,77.5,261620.0,96037.0,6451.0,7431.0,86.8,6030.0,7262.0,83.0,1634.0,2878.0,56.8,413.0,1385.0,341.0,107.0,1816.0,16594.0,1940.0,502.0,44.0,191.0,918.0,257.0,66.0,123.0,1.0,835.0,96.0,386.0,945.0,24.87,678.0,96.0,59.0,40.0,78.0,2.05,54.0,3.0,7.0,7.0,1.0,608.0,369.0,267.0,254.0,87.0,415.0,95.0,320.0,310.0,598.0,14.0,22736.0,1978.0,6159.0,10166.0,6645.0,931.0,22729.0,12897.0,864.0,587.0,217.0,14284.0,554.0,351.0,1.0,512.0,421.0,96.0,3.0,3.0,3.0,2194.0,532.0,487.0,52.2
Atlético Madrid,27.0,50.6,38.0,418.0,3420.0,68.0,51.0,1.0,1.0,92.0,8.0,1.79,1.34,3.13,1.76,3.11,62.3,61.5,1.64,1.62,38.0,38.0,3420.0,33.0,0.87,128.0,95.0,77.3,23.0,8.0,7.0,13.0,34.2,5.0,4.0,0.0,1.0,38.0,1.0,5.0,0.0,36.3,0.26,3.3,0.09,166.0,525.0,31.6,818.0,165.0,39.7,35.6,328.0,61.0,46.5,575.0,48.0,8.3,26.0,0.68,12.1,195.0,9.0,36.2,5.13,0.12,0.34,0.12,5.7,5.5,16814.0,20488.0,82.1,277627.0,101839.0,8616.0,9432.0,91.3,6028.0,7038.0,85.6,1549.0,2765.0,56.0,418.0,1200.0,335.0,68.0,1571.0,18630.0,1779.0,490.0,83.0,193.0,625.0,183.0,97.0,46.0,0.0,702.0,79.0,345.0,958.0,25.21,756.0,59.0,51.0,32.0,116.0,3.05,82.0,7.0,13.0,3.0,2.0,667.0,408.0,332.0,245.0,90.0,396.0,103.0,293.0,304.0,704.0,9.0,24416.0,2414.0,7789.0,11103.0,5714.0,934.0,24414.0,13702.0,730.0,473.0,200.0,16705.0,486.0,277.0,3.0,440.0,418.0,79.0,0.0,5.0,0.0,1977.0,445.0,399.0,52.7
Barcelona,29.0,64.3,38.0,418.0,3420.0,69.0,56.0,0.0,2.0,83.0,6.0,1.82,1.47,3.29,1.82,3.29,75.5,74.0,1.99,1.95,38.0,38.0,3420.0,20.0,0.53,102.0,85.0,83.3,28.0,4.0,6.0,26.0,68.4,3.0,3.0,0.0,0.0,38.0,0.0,2.0,3.0,25.1,0.22,8.1,0.21,169.0,338.0,50.0,1238.0,190.0,21.9,28.8,201.0,33.3,34.9,375.0,18.0,4.8,43.0,1.13,16.4,187.0,20.0,32.8,4.92,0.12,0.37,0.14,-6.5,-5.0,21293.0,24725.0,86.1,364326.0,115126.0,10262.0,11168.0,91.9,8599.0,9542.0,90.1,1990.0,2923.0,68.1,449.0,1859.0,481.0,104.0,2180.0,22828.0,1799.0,565.0,133.0,205.0,744.0,244.0,82.0,83.0,2.0,710.0,98.0,340.0,1049.0,27.61,824.0,65.0,58.0,29.0,125.0,3.29,106.0,2.0,11.0,0.0,0.0,522.0,324.0,211.0,216.0,95.0,353.0,82.0,271.0,253.0,439.0,17.0,28406.0,2019.0,6756.0,13998.0,7881.0,1152.0,28404.0,18798.0,963.0,784.0,279.0,21132.0,546.0,325.0,3.0,433.0,452.0,98.0,0.0,3.0,3.0,1994.0,467.0,358.0,56.6
Betis,30.0,50.6,38.0,418.0,3420.0,43.0,26.0,8.0,9.0,82.0,15.0,1.13,0.68,1.82,0.92,1.61,51.8,44.8,1.36,1.18,38.0,38.0,3420.0,41.0,1.08,146.0,106.0,74.0,17.0,9.0,12.0,13.0,34.2,3.0,3.0,0.0,0.0,38.0,1.0,7.0,1.0,44.0,0.29,4.0,0.1,229.0,635.0,36.1,956.0,149.0,44.0,36.8,315.0,67.9,49.1,582.0,22.0,3.8,43.0,1.13,15.4,138.0,21.0,33.6,3.63,0.09,0.25,0.11,-8.8,-9.8,14678.0,18249.0,80.4,245275.0,92460.0,7288.0,8070.0,90.3,5334.0,6273.0,85.0,1432.0,2667.0,53.7,310.0,988.0,270.0,54.0,1272.0,16255.0,1920.0,634.0,62.0,137.0,514.0,152.0,46.0,76.0,1.0,740.0,74.0,376.0,741.0,19.5,547.0,55.0,44.0,35.0,69.0,1.82,47.0,3.0,9.0,5.0,0.0,665.0,421.0,373.0,238.0,54.0,411.0,112.0,299.0,364.0,857.0,7.0,22480.0,2329.0,7273.0,10221.0,5227.0,718.0,22471.0,12640.0,620.0,492.0,156.0,14567.0,564.0,353.0,3.0,414.0,535.0,74.0,4.0,3.0,1.0,1918.0,453.0,502.0,47.4
Cádiz,38.0,41.9,38.0,418.0,3420.0,29.0,20.0,4.0,5.0,116.0,7.0,0.76,0.53,1.29,0.66,1.18,41.6,37.7,1.09,0.99,38.0,38.0,3420.0,53.0,1.39,202.0,148.0,78.2,10.0,12.0,16.0,13.0,34.2,10.0,9.0,1.0,0.0,38.0,1.0,7.0,0.0,53.4,0.22,0.4,0.01,270.0,829.0,32.6,917.0,150.0,59.1,45.1,321.0,89.4,64.2,651.0,44.0,6.8,30.0,0.79,11.1,108.0,12.0,27.7,2.84,0.06,0.23,0.1,-12.6,-12.7,9940.0,13952.0,71.2,190101.0,78677.0,4341.0,5147.0,84.3,3874.0,4864.0,79.6,1452.0,3117.0,46.6,269.0,830.0,192.0,93.0,969.0,12025.0,1852.0,548.0,29.0,150.0,633.0,145.0,65.0,47.0,3.0,748.0,75.0,297.0,663.0,17.45,461.0,69.0,42.0,38.0,49.0,1.29,32.0,2.0,5.0,2.0,0.0,623.0,410.0,358.0,205.0,60.0,425.0,128.0,297.0,270.0,853.0,13.0,18156.0,2374.0,6497.0,7769.0,4091.0,579.0,18151.0,9031.0,475.0,350.0,89.0,9839.0,567.0,354.0,4.0,532.0,482.0,75.0,2.0,10.0,0.0,1953.0,606.0,651.0,48.2
Celta Vigo,26.0,50.2,38.0,418.0,3420.0,41.0,31.0,2.0,3.0,85.0,6.0,1.08,0.82,1.89,1.03,1.84,42.8,40.4,1.13,1.06,38.0,38.0,3420.0,53.0,1.39,134.0,80.0,64.2,11.0,10.0,17.0,10.0,26.3,8.0,5.0,2.0,1.0,38.0,1.0,10.0,1.0,42.9,0.27,-9.1,-0.24,184.0,506.0,36.4,935.0,171.0,37.4,34.6,288.0,54.2,44.0,509.0,22.0,4.3,39.0,1.03,16.2,160.0,19.0,34.0,4.21,0.08,0.24,0.09,-1.8,-1.4,14700.0,18499.0,79.5,267004.0,91075.0,6259.0,7148.0,87.6,6536.0,7569.0,86.4,1565.0,2844.0,55.0,353.0,1143.0,274.0,77.0,1403.0,16495.0,1923.0,557.0,44.0,161.0,705.0,184.0,65.0,88.0,1.0,802.0,81.0,300.0,819.0,21.55,623.0,62.0,41.0,37.0,70.0,1.84,55.0,3.0,3.0,1.0,2.0,664.0,413.0,319.0,269.0,76.0,393.0,84.0,309.0,368.0,666.0,5.0,22608.0,2214.0,7194.0,10099.0,5553.0,734.0,22605.0,13546.0,704.0,558.0,161.0,14591.0,566.0,298.0,3.0,469.0,493.0,81.0,2.0,8.0,1.0,2031.0,458.0,539.0,45.9
Elche,32.0,45.5,38.0,418.0,3420.0,30.0,21.0,4.0,5.0,99.0,12.0,0.79,0.55,1.34,0.68,1.24,37.5,33.6,0.99,0.88,38.0,38.0,3420.0,67.0,1.76,208.0,140.0,71.2,5.0,10.0,23.0,4.0,10.5,10.0,7.0,3.0,0.0,38.0,0.0,6.0,2.0,71.9,0.31,6.9,0.18,195.0,442.0,44.1,825.0,175.0,33.7,34.2,312.0,52.6,41.3,600.0,22.0,3.7,21.0,0.55,12.7,124.0,10.0,31.0,3.26,0.07,0.21,0.09,-7.5,-7.6,12051.0,15758.0,76.5,218542.0,87460.0,5427.0,6202.0,87.5,4762.0,5677.0,83.9,1477.0,2793.0,52.9,313.0,941.0,211.0,82.0,1197.0,13769.0,1908.0,494.0,24.0,164.0,750.0,204.0,72.0,83.0,8.0,789.0,81.0,390.0,726.0,19.11,495.0,103.0,37.0,33.0,54.0,1.42,36.0,7.0,4.0,5.0,2.0,633.0,363.0,367.0,212.0,54.0,413.0,131.0,282.0,323.0,766.0,13.0,19948.0,2416.0,7058.0,8743.0,4363.0,619.0,19943.0,11274.0,561.0,408.0,107.0,11950.0,577.0,345.0,3.0,525.0,394.0,81.0,4.0,10.0,2.0,1924.0,484.0,465.0,51.0
Espanyol,33.0,43.1,38.0,418.0,3420.0,51.0,31.0,5.0,5.0,99.0,10.0,1.34,0.82,2.16,1.21,2.03,48.3,44.4,1.27,1.17,38.0,38.0,3419.0,69.0,1.82,183.0,115.0,65.0,8.0,13.0,17.0,6.0,15.8,6.0,5.0,1.0,0.0,38.0,1.0,9.0,2.0,54.5,0.27,-12.5,-0.33,305.0,659.0,46.3,889.0,122.0,48.6,39.0,323.0,70.3,50.6,557.0,27.0,4.8,46.0,1.21,14.8,151.0,13.0,36.2,3.97,0.11,0.3,0.11,2.7,1.6,10827.0,14698.0,73.7,208293.0,86401.0,4483.0,5312.0,84.4,4607.0,5640.0,81.7,1483.0,2971.0,49.9,319.0,906.0,233.0,83.0,1146.0,12685.0,1951.0,574.0,34.0,115.0,713.0,179.0,75.0,60.0,3.0,744.0,62.0,298.0,735.0,19.34,506.0,79.0,53.0,41.0,84.0,2.21,58.0,2.0,13.0,3.0,3.0,652.0,379.0,330.0,239.0,83.0,416.0,134.0,282.0,338.0,788.0,9.0,18805.0,2216.0,6173.0,8355.0,4471.0,688.0,18800.0,9604.0,528.0,385.0,111.0,10712.0,526.0,245.0,4.0,457.0,493.0,62.0,3.0,6.0,2.0,1791.0,647.0,596.0,52.1
Getafe,25.0,39.9,38.0,418.0,3420.0,34.0,21.0,5.0,8.0,125.0,9.0,0.89,0.55,1.45,0.76,1.32,36.7,30.4,0.96,0.8,38.0,38.0,3420.0,45.0,1.18,166.0,119.0,75.3,10.0,12.0,16.0,13.0,34.2,8.0,4.0,4.0,0.0,38.0,0.0,7.0,2.0,45.5,0.23,2.5,0.07,409.0,904.0,45.2,782.0,99.0,75.1,49.8,347.0,91.4,59.8,586.0,36.0,6.1,46.0,1.21,15.0,116.0,19.0,31.8,3.05,0.08,0.25,0.09,-2.7,-1.4,9690.0,14126.0,68.6,189556.0,83925.0,4104.0,5044.0,81.4,3760.0,4936.0,76.2,1502.0,3175.0,47.3,248.0,844.0,214.0,94.0,1003.0,12118.0,1929.0,524.0,18.0,162.0,649.0,119.0,58.0,54.0,1.0,857.0,79.0,333.0,619.0,16.29,414.0,84.0,35.0,54.0,51.0,1.34,38.0,4.0,2.0,4.0,1.0,541.0,339.0,282.0,199.0,60.0,404.0,113.0,291.0,320.0,794.0,10.0,17947.0,1980.0,5769.0,8366.0,3992.0,589.0,17939.0,8694.0,365.0,292.0,78.0,9604.0,504.0,268.0,6.0,600.0,437.0,79.0,3.0,8.0,2.0,1871.0,714.0,697.0,50.6
Girona,29.0,51.3,38.0,418.0,3420.0,55.0,41.0,8.0,9.0,92.0,3.0,1.45,1.08,2.53,1.24,2.32,50.4,43.6,1.33,1.15,38.0,38.0,3420.0,55.0,1.45,168.0,112.0,70.8,13.0,10.0,15.0,4.0,10.5,8.0,6.0,1.0,1.0,38.0,2.0,5.0,0.0,62.0,0.33,7.0,0.18,169.0,464.0,36.4,1100.0,192.0,27.7,31.4,304.0,52.3,44.3,597.0,43.0,7.2,59.0,1.55,15.6,160.0,6.0,36.0,4.21,0.11,0.29,0.1,4.6,3.4,15146.0,18604.0,81.4,264810.0,95707.0,7006.0,7806.0,89.8,6295.0,7222.0,87.2,1449.0,2560.0,56.6,366.0,1086.0,265.0,91.0,1378.0,16633.0,1884.0,576.0,32.0,135.0,713.0,145.0,66.0,53.0,1.0,742.0,87.0,319.0,821.0,21.61,597.0,86.0,45.0,43.0,102.0,2.68,70.0,10.0,5.0,13.0,3.0,551.0,321.0,271.0,213.0,67.0,379.0,111.0,268.0,266.0,662.0,20.0,22397.0,2619.0,7918.0,9753.0,4932.0,761.0,22388.0,13365.0,725.0,497.0,167.0,15020.0,467.0,330.0,2.0,440.0,504.0,87.0,7.0,8.0,0.0,1836.0,428.0,435.0,49.6
Mallorca,31.0,41.1,38.0,418.0,3420.0,36.0,27.0,4.0,5.0,120.0,5.0,0.95,0.71,1.66,0.84,1.55,35.2,31.1,0.93,0.82,38.0,38.0,3420.0,43.0,1.13,145.0,101.0,74.5,14.0,8.0,16.0,13.0,34.2,7.0,6.0,1.0,0.0,38.0,0.0,3.0,0.0,41.5,0.24,-1.5,-0.04,351.0,841.0,41.7,952.0,130.0,61.8,45.3,336.0,75.3,54.2,657.0,35.0,5.3,21.0,0.55,11.8,107.0,8.0,33.0,2.82,0.1,0.3,0.1,0.8,0.9,10451.0,14261.0,73.3,199896.0,84037.0,4575.0,5313.0,86.1,4184.0,5157.0,81.1,1424.0,2932.0,48.6,252.0,815.0,182.0,69.0,948.0,12483.0,1701.0,497.0,29.0,150.0,635.0,139.0,49.0,68.0,0.0,649.0,77.0,306.0,563.0,14.82,373.0,76.0,30.0,42.0,63.0,1.66,37.0,11.0,4.0,5.0,2.0,583.0,344.0,318.0,213.0,52.0,402.0,146.0,256.0,318.0,859.0,7.0,18171.0,2351.0,6553.0,8032.0,3792.0,524.0,18166.0,9509.0,476.0,341.0,94.0,10356.0,498.0,302.0,0.0,611.0,457.0,77.0,4.0,7.0,0.0,1833.0,674.0,629.0,51.7
Osasuna,26.0,48.0,38.0,418.0,3420.0,36.0,30.0,4.0,5.0,93.0,7.0,0.95,0.79,1.74,0.84,1.63,39.4,35.5,1.04,0.93,38.0,38.0,3420.0,42.0,1.11,148.0,107.0,72.3,15.0,8.0,15.0,11.0,28.9,4.0,1.0,1.0,2.0,38.0,1.0,3.0,2.0,39.1,0.26,-0.9,-0.02,342.0,789.0,43.3,1090.0,145.0,53.1,41.8,309.0,68.0,51.6,534.0,30.0,5.6,57.0,1.5,17.0,133.0,7.0,30.2,3.5,0.07,0.24,0.08,-3.4,-3.5,12725.0,16835.0,75.6,242236.0,95597.0,5565.0,6377.0,87.3,5130.0,6255.0,82.0,1759.0,3323.0,52.9,322.0,1140.0,271.0,114.0,1356.0,14900.0,1875.0,523.0,26.0,197.0,794.0,159.0,64.0,65.0,3.0,799.0,60.0,345.0,779.0,20.5,564.0,77.0,41.0,30.0,69.0,1.82,53.0,7.0,5.0,4.0,0.0,534.0,328.0,256.0,196.0,82.0,392.0,97.0,295.0,315.0,749.0,10.0,20888.0,2287.0,6397.0,9352.0,5331.0,709.0,20883.0,11200.0,545.0,416.0,128.0,12580.0,590.0,316.0,1.0,544.0,410.0,60.0,5.0,4.0,2.0,1930.0,613.0,628.0,49.4
Rayo Vallecano,28.0,51.2,38.0,418.0,3420.0,41.0,29.0,4.0,8.0,90.0,6.0,1.08,0.76,1.84,0.97,1.74,43.9,37.8,1.16,0.99,38.0,38.0,3420.0,53.0,1.39,144.0,95.0,66.0,13.0,10.0,15.0,9.0,23.7,5.0,4.0,0.0,1.0,38.0,0.0,11.0,4.0,45.9,0.3,-3.1,-0.08,154.0,545.0,28.3,837.0,204.0,44.6,38.4,307.0,56.0,46.4,512.0,24.0,4.7,54.0,1.42,16.1,146.0,24.0,28.6,3.84,0.07,0.25,0.08,-2.9,-0.8,13497.0,17666.0,76.4,251321.0,91899.0,5811.0,6629.0,87.7,5654.0,6716.0,84.2,1717.0,3329.0,51.6,386.0,1247.0,269.0,102.0,1390.0,15514.0,2054.0,564.0,29.0,194.0,832.0,189.0,78.0,69.0,1.0,901.0,98.0,365.0,881.0,23.18,651.0,77.0,40.0,46.0,69.0,1.82,50.0,5.0,3.0,4.0,1.0,636.0,393.0,262.0,276.0,98.0,428.0,92.0,336.0,309.0,680.0,11.0,21773.0,2061.0,6266.0,9706.0,6029.0,699.0,21765.0,12216.0,703.0,547.0,131.0,13384.0,554.0,374.0,2.0,544.0,490.0,98.0,2.0,5.0,4.0,2085.0,437.0,527.0,45.3
Real Madrid,26.0,60.9,38.0,418.0,3420.0,73.0,56.0,9.0,12.0,72.0,3.0,1.92,1.47,3.39,1.68,3.16,75.5,66.1,1.99,1.74,38.0,38.0,3420.0,36.0,0.95,136.0,100.0,76.5,24.0,6.0,8.0,13.0,34.2,5.0,4.0,1.0,0.0,38.0,0.0,2.0,1.0,34.2,0.22,-0.8,-0.02,97.0,241.0,40.2,1172.0,230.0,16.7,27.0,189.0,23.8,30.7,420.0,33.0,7.9,51.0,1.34,16.4,206.0,32.0,32.5,5.42,0.1,0.31,0.11,-2.5,-2.1,22082.0,25012.0,88.3,357586.0,113878.0,11462.0,12245.0,93.6,8069.0,8810.0,91.6,1812.0,2595.0,69.8,522.0,1880.0,384.0,50.0,2017.0,23163.0,1760.0,555.0,65.0,242.0,574.0,226.0,83.0,53.0,1.0,653.0,89.0,353.0,1194.0,31.42,894.0,85.0,52.0,67.0,134.0,3.53,95.0,5.0,8.0,10.0,1.0,542.0,353.0,242.0,212.0,88.0,365.0,105.0,260.0,296.0,469.0,5.0,28884.0,2415.0,7781.0,12859.0,8464.0,1151.0,28872.0,19025.0,1008.0,735.0,338.0,21956.0,490.0,297.0,2.0,367.0,530.0,89.0,8.0,5.0,1.0,1843.0,339.0,231.0,59.5
Real Sociedad,30.0,54.6,38.0,418.0,3420.0,47.0,36.0,2.0,4.0,90.0,2.0,1.24,0.95,2.18,1.18,2.13,52.7,49.6,1.39,1.3,38.0,38.0,3420.0,35.0,0.92,133.0,99.0,74.4,21.0,8.0,9.0,15.0,39.5,2.0,1.0,1.0,0.0,38.0,1.0,3.0,2.0,32.8,0.24,-0.2,0.0,244.0,572.0,42.7,1090.0,138.0,39.8,35.9,216.0,63.9,51.3,453.0,18.0,4.0,47.0,1.24,15.9,173.0,15.0,37.2,4.55,0.1,0.26,0.11,-5.7,-4.6,15324.0,19134.0,80.1,269422.0,96159.0,6955.0,7910.0,87.9,6451.0,7502.0,86.0,1505.0,2659.0,56.6,346.0,1145.0,290.0,65.0,1483.0,17244.0,1799.0,537.0,47.0,107.0,538.0,165.0,57.0,71.0,1.0,782.0,91.0,324.0,800.0,21.05,594.0,71.0,39.0,38.0,82.0,2.16,64.0,3.0,4.0,3.0,3.0,660.0,395.0,304.0,254.0,102.0,399.0,103.0,296.0,271.0,624.0,13.0,23231.0,2283.0,6890.0,10794.0,5762.0,798.0,23227.0,13362.0,692.0,499.0,187.0,15101.0,607.0,368.0,0.0,621.0,452.0,91.0,4.0,2.0,2.0,2018.0,664.0,557.0,54.4
Sevilla,35.0,52.6,38.0,418.0,3420.0,47.0,31.0,4.0,5.0,120.0,13.0,1.24,0.82,2.05,1.13,1.95,46.3,42.4,1.22,1.12,38.0,38.0,3420.0,54.0,1.42,161.0,109.0,67.7,13.0,10.0,15.0,9.0,23.7,3.0,2.0,1.0,0.0,38.0,1.0,5.0,3.0,49.5,0.3,-1.5,-0.04,218.0,629.0,34.7,1157.0,136.0,37.6,35.1,293.0,66.2,51.1,524.0,32.0,6.1,49.0,1.29,15.5,141.0,17.0,30.5,3.71,0.09,0.3,0.09,0.7,0.6,15379.0,19193.0,80.1,273953.0,95369.0,7106.0,7918.0,89.7,6324.0,7354.0,86.0,1599.0,2958.0,54.1,341.0,1230.0,302.0,95.0,1513.0,17244.0,1843.0,526.0,36.0,209.0,827.0,174.0,42.0,81.0,1.0,746.0,106.0,307.0,837.0,22.03,640.0,74.0,41.0,39.0,82.0,2.16,56.0,8.0,6.0,5.0,0.0,587.0,367.0,261.0,230.0,96.0,361.0,127.0,234.0,339.0,633.0,9.0,22999.0,2284.0,7140.0,10069.0,5984.0,741.0,22994.0,13542.0,558.0,520.0,122.0,15242.0,515.0,312.0,4.0,474.0,460.0,106.0,4.0,3.0,3.0,1973.0,497.0,475.0,51.1
Valencia,28.0,52.0,38.0,418.0,3420.0,40.0,23.0,5.0,8.0,92.0,8.0,1.05,0.61,1.66,0.92,1.53,49.3,43.0,1.3,1.13,38.0,38.0,3420.0,45.0,1.18,148.0,105.0,70.9,11.0,9.0,18.0,7.0,18.4,5.0,2.0,0.0,3.0,38.0,0.0,7.0,2.0,42.9,0.28,-0.1,0.0,177.0,522.0,33.9,843.0,142.0,40.8,35.1,239.0,74.5,54.2,457.0,35.0,7.7,47.0,1.24,16.3,141.0,18.0,29.3,3.71,0.07,0.25,0.09,-9.3,-8.0,13592.0,17492.0,77.7,240816.0,86465.0,6320.0,7184.0,88.0,5505.0,6588.0,83.6,1420.0,2753.0,51.6,355.0,1155.0,302.0,111.0,1472.0,15405.0,2007.0,570.0,39.0,164.0,925.0,226.0,67.0,88.0,0.0,852.0,80.0,345.0,859.0,22.61,607.0,80.0,46.0,51.0,62.0,1.63,40.0,6.0,7.0,6.0,1.0,678.0,430.0,340.0,254.0,84.0,370.0,75.0,295.0,288.0,643.0,21.0,21621.0,2061.0,6446.0,9155.0,6255.0,822.0,21613.0,12239.0,786.0,630.0,166.0,13469.0,555.0,338.0,3.0,504.0,510.0,80.0,6.0,3.0,2.0,2015.0,492.0,561.0,46.7
Valladolid,36.0,48.7,38.0,418.0,3420.0,32.0,24.0,3.0,4.0,94.0,6.0,0.84,0.63,1.47,0.76,1.39,38.6,35.5,1.02,0.93,38.0,38.0,3420.0,63.0,1.66,199.0,134.0,71.4,11.0,7.0,20.0,9.0,23.7,10.0,6.0,3.0,1.0,38.0,1.0,0.0,1.0,62.6,0.28,0.6,0.02,192.0,553.0,34.7,989.0,170.0,37.3,35.8,332.0,55.4,44.5,563.0,20.0,3.6,33.0,0.87,14.4,137.0,19.0,30.9,3.61,0.07,0.21,0.08,-6.6,-6.5,12627.0,16425.0,76.9,238766.0,87767.0,5273.0,6049.0,87.2,5251.0,6199.0,84.7,1734.0,3141.0,55.2,324.0,969.0,223.0,92.0,1244.0,14336.0,1991.0,576.0,33.0,225.0,683.0,170.0,49.0,91.0,3.0,786.0,98.0,365.0,792.0,20.84,581.0,77.0,36.0,46.0,59.0,1.55,40.0,6.0,4.0,5.0,0.0,671.0,396.0,334.0,251.0,86.0,432.0,149.0,283.0,345.0,767.0,8.0,20748.0,2571.0,7370.0,9027.0,4583.0,638.0,20744.0,11499.0,610.0,451.0,147.0,12521.0,589.0,316.0,2.0,460.0,516.0,98.0,4.0,10.0,1.0,1966.0,471.0,617.0,43.3
Villarreal,32.0,56.9,38.0,418.0,3420.0,57.0,33.0,4.0,7.0,91.0,4.0,1.5,0.87,2.37,1.39,2.26,61.7,56.1,1.62,1.48,38.0,38.0,3420.0,40.0,1.05,149.0,110.0,75.8,19.0,7.0,12.0,12.0,31.6,4.0,4.0,0.0,0.0,38.0,0.0,4.0,1.0,43.7,0.27,4.7,0.12,114.0,330.0,34.5,1231.0,191.0,20.6,28.6,221.0,34.4,35.7,548.0,37.0,6.8,45.0,1.18,14.9,188.0,22.0,37.7,4.95,0.11,0.28,0.12,-4.7,-3.1,16634.0,19862.0,83.7,295552.0,101196.0,7381.0,8147.0,90.6,7101.0,7924.0,89.6,1743.0,2737.0,63.7,374.0,1304.0,349.0,52.0,1622.0,17980.0,1795.0,574.0,86.0,186.0,520.0,210.0,96.0,39.0,4.0,642.0,87.0,347.0,884.0,23.26,665.0,45.0,53.0,40.0,89.0,2.34,59.0,2.0,11.0,4.0,0.0,578.0,370.0,276.0,201.0,101.0,372.0,125.0,247.0,262.0,691.0,16.0,23815.0,2621.0,7659.0,10213.0,6179.0,911.0,23808.0,14391.0,846.0,570.0,239.0,16363.0,552.0,343.0,2.0,450.0,482.0,87.0,5.0,4.0,1.0,1819.0,357.0,375.0,48.8
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 Almería 29.0 45.1 38.0 418.0 3420.0 49.0 33.0 2.0 3.0 98.0 4.0 1.29 0.87 2.16 1.24 2.11 45.5 43.2 1.2 1.14 38.0 38.0 3420.0 65.0 1.71 203.0 138.0 70.0 11.0 8.0 19.0 4.0 10.5 6.0 4.0 1.0 1.0 38.0 1.0 5.0 1.0 63.4 0.29 -0.6 -0.01 204.0 572.0 35.7 996.0 220.0 39.2 37.0 350.0 52.0 42.9 642.0 40.0 6.2 28.0 0.74 12.4 155.0 21.0 35.3 4.08 0.11 0.3 0.1 3.5 3.8 12151.0 15855.0 76.6 225475.0 89276.0 5232.0 6003.0 87.2 5084.0 6022.0 84.4 1512.0 2911.0 51.9 316.0 846.0 218.0 81.0 1090.0 13865.0 1907.0 552.0 49.0 132.0 605.0 147.0 58.0 59.0 1.0 750.0 83.0 308.0 758.0 19.95 533.0 73.0 51.0 33.0 76.0 2.0 51.0 7.0 7.0 3.0 0.0 557.0 322.0 292.0 202.0 63.0 435.0 122.0 313.0 322.0 855.0 13.0 20070.0 2715.0 7746.0 8468.0 4071.0 631.0 20067.0 10790.0 569.0 432.0 131.0 12047.0 580.0 281.0 2.0 443.0 401.0 83.0 2.0 6.0 1.0 1890.0 482.0 530.0 47.6
3 Athletic Club 26.0 51.6 38.0 418.0 3420.0 46.0 33.0 5.0 7.0 81.0 5.0 1.21 0.87 2.08 1.08 1.95 54.2 48.7 1.43 1.28 38.0 38.0 3420.0 43.0 1.13 123.0 83.0 67.5 14.0 9.0 15.0 11.0 28.9 3.0 3.0 0.0 0.0 38.0 1.0 1.0 3.0 37.2 0.29 -2.8 -0.07 171.0 452.0 37.8 941.0 187.0 30.4 32.7 248.0 66.9 50.9 451.0 29.0 6.4 50.0 1.32 16.9 157.0 13.0 29.0 4.13 0.08 0.26 0.09 -8.2 -7.7 14440.0 18630.0 77.5 261620.0 96037.0 6451.0 7431.0 86.8 6030.0 7262.0 83.0 1634.0 2878.0 56.8 413.0 1385.0 341.0 107.0 1816.0 16594.0 1940.0 502.0 44.0 191.0 918.0 257.0 66.0 123.0 1.0 835.0 96.0 386.0 945.0 24.87 678.0 96.0 59.0 40.0 78.0 2.05 54.0 3.0 7.0 7.0 1.0 608.0 369.0 267.0 254.0 87.0 415.0 95.0 320.0 310.0 598.0 14.0 22736.0 1978.0 6159.0 10166.0 6645.0 931.0 22729.0 12897.0 864.0 587.0 217.0 14284.0 554.0 351.0 1.0 512.0 421.0 96.0 3.0 3.0 3.0 2194.0 532.0 487.0 52.2
4 Atlético Madrid 27.0 50.6 38.0 418.0 3420.0 68.0 51.0 1.0 1.0 92.0 8.0 1.79 1.34 3.13 1.76 3.11 62.3 61.5 1.64 1.62 38.0 38.0 3420.0 33.0 0.87 128.0 95.0 77.3 23.0 8.0 7.0 13.0 34.2 5.0 4.0 0.0 1.0 38.0 1.0 5.0 0.0 36.3 0.26 3.3 0.09 166.0 525.0 31.6 818.0 165.0 39.7 35.6 328.0 61.0 46.5 575.0 48.0 8.3 26.0 0.68 12.1 195.0 9.0 36.2 5.13 0.12 0.34 0.12 5.7 5.5 16814.0 20488.0 82.1 277627.0 101839.0 8616.0 9432.0 91.3 6028.0 7038.0 85.6 1549.0 2765.0 56.0 418.0 1200.0 335.0 68.0 1571.0 18630.0 1779.0 490.0 83.0 193.0 625.0 183.0 97.0 46.0 0.0 702.0 79.0 345.0 958.0 25.21 756.0 59.0 51.0 32.0 116.0 3.05 82.0 7.0 13.0 3.0 2.0 667.0 408.0 332.0 245.0 90.0 396.0 103.0 293.0 304.0 704.0 9.0 24416.0 2414.0 7789.0 11103.0 5714.0 934.0 24414.0 13702.0 730.0 473.0 200.0 16705.0 486.0 277.0 3.0 440.0 418.0 79.0 0.0 5.0 0.0 1977.0 445.0 399.0 52.7
5 Barcelona 29.0 64.3 38.0 418.0 3420.0 69.0 56.0 0.0 2.0 83.0 6.0 1.82 1.47 3.29 1.82 3.29 75.5 74.0 1.99 1.95 38.0 38.0 3420.0 20.0 0.53 102.0 85.0 83.3 28.0 4.0 6.0 26.0 68.4 3.0 3.0 0.0 0.0 38.0 0.0 2.0 3.0 25.1 0.22 8.1 0.21 169.0 338.0 50.0 1238.0 190.0 21.9 28.8 201.0 33.3 34.9 375.0 18.0 4.8 43.0 1.13 16.4 187.0 20.0 32.8 4.92 0.12 0.37 0.14 -6.5 -5.0 21293.0 24725.0 86.1 364326.0 115126.0 10262.0 11168.0 91.9 8599.0 9542.0 90.1 1990.0 2923.0 68.1 449.0 1859.0 481.0 104.0 2180.0 22828.0 1799.0 565.0 133.0 205.0 744.0 244.0 82.0 83.0 2.0 710.0 98.0 340.0 1049.0 27.61 824.0 65.0 58.0 29.0 125.0 3.29 106.0 2.0 11.0 0.0 0.0 522.0 324.0 211.0 216.0 95.0 353.0 82.0 271.0 253.0 439.0 17.0 28406.0 2019.0 6756.0 13998.0 7881.0 1152.0 28404.0 18798.0 963.0 784.0 279.0 21132.0 546.0 325.0 3.0 433.0 452.0 98.0 0.0 3.0 3.0 1994.0 467.0 358.0 56.6
6 Betis 30.0 50.6 38.0 418.0 3420.0 43.0 26.0 8.0 9.0 82.0 15.0 1.13 0.68 1.82 0.92 1.61 51.8 44.8 1.36 1.18 38.0 38.0 3420.0 41.0 1.08 146.0 106.0 74.0 17.0 9.0 12.0 13.0 34.2 3.0 3.0 0.0 0.0 38.0 1.0 7.0 1.0 44.0 0.29 4.0 0.1 229.0 635.0 36.1 956.0 149.0 44.0 36.8 315.0 67.9 49.1 582.0 22.0 3.8 43.0 1.13 15.4 138.0 21.0 33.6 3.63 0.09 0.25 0.11 -8.8 -9.8 14678.0 18249.0 80.4 245275.0 92460.0 7288.0 8070.0 90.3 5334.0 6273.0 85.0 1432.0 2667.0 53.7 310.0 988.0 270.0 54.0 1272.0 16255.0 1920.0 634.0 62.0 137.0 514.0 152.0 46.0 76.0 1.0 740.0 74.0 376.0 741.0 19.5 547.0 55.0 44.0 35.0 69.0 1.82 47.0 3.0 9.0 5.0 0.0 665.0 421.0 373.0 238.0 54.0 411.0 112.0 299.0 364.0 857.0 7.0 22480.0 2329.0 7273.0 10221.0 5227.0 718.0 22471.0 12640.0 620.0 492.0 156.0 14567.0 564.0 353.0 3.0 414.0 535.0 74.0 4.0 3.0 1.0 1918.0 453.0 502.0 47.4
7 Cádiz 38.0 41.9 38.0 418.0 3420.0 29.0 20.0 4.0 5.0 116.0 7.0 0.76 0.53 1.29 0.66 1.18 41.6 37.7 1.09 0.99 38.0 38.0 3420.0 53.0 1.39 202.0 148.0 78.2 10.0 12.0 16.0 13.0 34.2 10.0 9.0 1.0 0.0 38.0 1.0 7.0 0.0 53.4 0.22 0.4 0.01 270.0 829.0 32.6 917.0 150.0 59.1 45.1 321.0 89.4 64.2 651.0 44.0 6.8 30.0 0.79 11.1 108.0 12.0 27.7 2.84 0.06 0.23 0.1 -12.6 -12.7 9940.0 13952.0 71.2 190101.0 78677.0 4341.0 5147.0 84.3 3874.0 4864.0 79.6 1452.0 3117.0 46.6 269.0 830.0 192.0 93.0 969.0 12025.0 1852.0 548.0 29.0 150.0 633.0 145.0 65.0 47.0 3.0 748.0 75.0 297.0 663.0 17.45 461.0 69.0 42.0 38.0 49.0 1.29 32.0 2.0 5.0 2.0 0.0 623.0 410.0 358.0 205.0 60.0 425.0 128.0 297.0 270.0 853.0 13.0 18156.0 2374.0 6497.0 7769.0 4091.0 579.0 18151.0 9031.0 475.0 350.0 89.0 9839.0 567.0 354.0 4.0 532.0 482.0 75.0 2.0 10.0 0.0 1953.0 606.0 651.0 48.2
8 Celta Vigo 26.0 50.2 38.0 418.0 3420.0 41.0 31.0 2.0 3.0 85.0 6.0 1.08 0.82 1.89 1.03 1.84 42.8 40.4 1.13 1.06 38.0 38.0 3420.0 53.0 1.39 134.0 80.0 64.2 11.0 10.0 17.0 10.0 26.3 8.0 5.0 2.0 1.0 38.0 1.0 10.0 1.0 42.9 0.27 -9.1 -0.24 184.0 506.0 36.4 935.0 171.0 37.4 34.6 288.0 54.2 44.0 509.0 22.0 4.3 39.0 1.03 16.2 160.0 19.0 34.0 4.21 0.08 0.24 0.09 -1.8 -1.4 14700.0 18499.0 79.5 267004.0 91075.0 6259.0 7148.0 87.6 6536.0 7569.0 86.4 1565.0 2844.0 55.0 353.0 1143.0 274.0 77.0 1403.0 16495.0 1923.0 557.0 44.0 161.0 705.0 184.0 65.0 88.0 1.0 802.0 81.0 300.0 819.0 21.55 623.0 62.0 41.0 37.0 70.0 1.84 55.0 3.0 3.0 1.0 2.0 664.0 413.0 319.0 269.0 76.0 393.0 84.0 309.0 368.0 666.0 5.0 22608.0 2214.0 7194.0 10099.0 5553.0 734.0 22605.0 13546.0 704.0 558.0 161.0 14591.0 566.0 298.0 3.0 469.0 493.0 81.0 2.0 8.0 1.0 2031.0 458.0 539.0 45.9
9 Elche 32.0 45.5 38.0 418.0 3420.0 30.0 21.0 4.0 5.0 99.0 12.0 0.79 0.55 1.34 0.68 1.24 37.5 33.6 0.99 0.88 38.0 38.0 3420.0 67.0 1.76 208.0 140.0 71.2 5.0 10.0 23.0 4.0 10.5 10.0 7.0 3.0 0.0 38.0 0.0 6.0 2.0 71.9 0.31 6.9 0.18 195.0 442.0 44.1 825.0 175.0 33.7 34.2 312.0 52.6 41.3 600.0 22.0 3.7 21.0 0.55 12.7 124.0 10.0 31.0 3.26 0.07 0.21 0.09 -7.5 -7.6 12051.0 15758.0 76.5 218542.0 87460.0 5427.0 6202.0 87.5 4762.0 5677.0 83.9 1477.0 2793.0 52.9 313.0 941.0 211.0 82.0 1197.0 13769.0 1908.0 494.0 24.0 164.0 750.0 204.0 72.0 83.0 8.0 789.0 81.0 390.0 726.0 19.11 495.0 103.0 37.0 33.0 54.0 1.42 36.0 7.0 4.0 5.0 2.0 633.0 363.0 367.0 212.0 54.0 413.0 131.0 282.0 323.0 766.0 13.0 19948.0 2416.0 7058.0 8743.0 4363.0 619.0 19943.0 11274.0 561.0 408.0 107.0 11950.0 577.0 345.0 3.0 525.0 394.0 81.0 4.0 10.0 2.0 1924.0 484.0 465.0 51.0
10 Espanyol 33.0 43.1 38.0 418.0 3420.0 51.0 31.0 5.0 5.0 99.0 10.0 1.34 0.82 2.16 1.21 2.03 48.3 44.4 1.27 1.17 38.0 38.0 3419.0 69.0 1.82 183.0 115.0 65.0 8.0 13.0 17.0 6.0 15.8 6.0 5.0 1.0 0.0 38.0 1.0 9.0 2.0 54.5 0.27 -12.5 -0.33 305.0 659.0 46.3 889.0 122.0 48.6 39.0 323.0 70.3 50.6 557.0 27.0 4.8 46.0 1.21 14.8 151.0 13.0 36.2 3.97 0.11 0.3 0.11 2.7 1.6 10827.0 14698.0 73.7 208293.0 86401.0 4483.0 5312.0 84.4 4607.0 5640.0 81.7 1483.0 2971.0 49.9 319.0 906.0 233.0 83.0 1146.0 12685.0 1951.0 574.0 34.0 115.0 713.0 179.0 75.0 60.0 3.0 744.0 62.0 298.0 735.0 19.34 506.0 79.0 53.0 41.0 84.0 2.21 58.0 2.0 13.0 3.0 3.0 652.0 379.0 330.0 239.0 83.0 416.0 134.0 282.0 338.0 788.0 9.0 18805.0 2216.0 6173.0 8355.0 4471.0 688.0 18800.0 9604.0 528.0 385.0 111.0 10712.0 526.0 245.0 4.0 457.0 493.0 62.0 3.0 6.0 2.0 1791.0 647.0 596.0 52.1
11 Getafe 25.0 39.9 38.0 418.0 3420.0 34.0 21.0 5.0 8.0 125.0 9.0 0.89 0.55 1.45 0.76 1.32 36.7 30.4 0.96 0.8 38.0 38.0 3420.0 45.0 1.18 166.0 119.0 75.3 10.0 12.0 16.0 13.0 34.2 8.0 4.0 4.0 0.0 38.0 0.0 7.0 2.0 45.5 0.23 2.5 0.07 409.0 904.0 45.2 782.0 99.0 75.1 49.8 347.0 91.4 59.8 586.0 36.0 6.1 46.0 1.21 15.0 116.0 19.0 31.8 3.05 0.08 0.25 0.09 -2.7 -1.4 9690.0 14126.0 68.6 189556.0 83925.0 4104.0 5044.0 81.4 3760.0 4936.0 76.2 1502.0 3175.0 47.3 248.0 844.0 214.0 94.0 1003.0 12118.0 1929.0 524.0 18.0 162.0 649.0 119.0 58.0 54.0 1.0 857.0 79.0 333.0 619.0 16.29 414.0 84.0 35.0 54.0 51.0 1.34 38.0 4.0 2.0 4.0 1.0 541.0 339.0 282.0 199.0 60.0 404.0 113.0 291.0 320.0 794.0 10.0 17947.0 1980.0 5769.0 8366.0 3992.0 589.0 17939.0 8694.0 365.0 292.0 78.0 9604.0 504.0 268.0 6.0 600.0 437.0 79.0 3.0 8.0 2.0 1871.0 714.0 697.0 50.6
12 Girona 29.0 51.3 38.0 418.0 3420.0 55.0 41.0 8.0 9.0 92.0 3.0 1.45 1.08 2.53 1.24 2.32 50.4 43.6 1.33 1.15 38.0 38.0 3420.0 55.0 1.45 168.0 112.0 70.8 13.0 10.0 15.0 4.0 10.5 8.0 6.0 1.0 1.0 38.0 2.0 5.0 0.0 62.0 0.33 7.0 0.18 169.0 464.0 36.4 1100.0 192.0 27.7 31.4 304.0 52.3 44.3 597.0 43.0 7.2 59.0 1.55 15.6 160.0 6.0 36.0 4.21 0.11 0.29 0.1 4.6 3.4 15146.0 18604.0 81.4 264810.0 95707.0 7006.0 7806.0 89.8 6295.0 7222.0 87.2 1449.0 2560.0 56.6 366.0 1086.0 265.0 91.0 1378.0 16633.0 1884.0 576.0 32.0 135.0 713.0 145.0 66.0 53.0 1.0 742.0 87.0 319.0 821.0 21.61 597.0 86.0 45.0 43.0 102.0 2.68 70.0 10.0 5.0 13.0 3.0 551.0 321.0 271.0 213.0 67.0 379.0 111.0 268.0 266.0 662.0 20.0 22397.0 2619.0 7918.0 9753.0 4932.0 761.0 22388.0 13365.0 725.0 497.0 167.0 15020.0 467.0 330.0 2.0 440.0 504.0 87.0 7.0 8.0 0.0 1836.0 428.0 435.0 49.6
13 Mallorca 31.0 41.1 38.0 418.0 3420.0 36.0 27.0 4.0 5.0 120.0 5.0 0.95 0.71 1.66 0.84 1.55 35.2 31.1 0.93 0.82 38.0 38.0 3420.0 43.0 1.13 145.0 101.0 74.5 14.0 8.0 16.0 13.0 34.2 7.0 6.0 1.0 0.0 38.0 0.0 3.0 0.0 41.5 0.24 -1.5 -0.04 351.0 841.0 41.7 952.0 130.0 61.8 45.3 336.0 75.3 54.2 657.0 35.0 5.3 21.0 0.55 11.8 107.0 8.0 33.0 2.82 0.1 0.3 0.1 0.8 0.9 10451.0 14261.0 73.3 199896.0 84037.0 4575.0 5313.0 86.1 4184.0 5157.0 81.1 1424.0 2932.0 48.6 252.0 815.0 182.0 69.0 948.0 12483.0 1701.0 497.0 29.0 150.0 635.0 139.0 49.0 68.0 0.0 649.0 77.0 306.0 563.0 14.82 373.0 76.0 30.0 42.0 63.0 1.66 37.0 11.0 4.0 5.0 2.0 583.0 344.0 318.0 213.0 52.0 402.0 146.0 256.0 318.0 859.0 7.0 18171.0 2351.0 6553.0 8032.0 3792.0 524.0 18166.0 9509.0 476.0 341.0 94.0 10356.0 498.0 302.0 0.0 611.0 457.0 77.0 4.0 7.0 0.0 1833.0 674.0 629.0 51.7
14 Osasuna 26.0 48.0 38.0 418.0 3420.0 36.0 30.0 4.0 5.0 93.0 7.0 0.95 0.79 1.74 0.84 1.63 39.4 35.5 1.04 0.93 38.0 38.0 3420.0 42.0 1.11 148.0 107.0 72.3 15.0 8.0 15.0 11.0 28.9 4.0 1.0 1.0 2.0 38.0 1.0 3.0 2.0 39.1 0.26 -0.9 -0.02 342.0 789.0 43.3 1090.0 145.0 53.1 41.8 309.0 68.0 51.6 534.0 30.0 5.6 57.0 1.5 17.0 133.0 7.0 30.2 3.5 0.07 0.24 0.08 -3.4 -3.5 12725.0 16835.0 75.6 242236.0 95597.0 5565.0 6377.0 87.3 5130.0 6255.0 82.0 1759.0 3323.0 52.9 322.0 1140.0 271.0 114.0 1356.0 14900.0 1875.0 523.0 26.0 197.0 794.0 159.0 64.0 65.0 3.0 799.0 60.0 345.0 779.0 20.5 564.0 77.0 41.0 30.0 69.0 1.82 53.0 7.0 5.0 4.0 0.0 534.0 328.0 256.0 196.0 82.0 392.0 97.0 295.0 315.0 749.0 10.0 20888.0 2287.0 6397.0 9352.0 5331.0 709.0 20883.0 11200.0 545.0 416.0 128.0 12580.0 590.0 316.0 1.0 544.0 410.0 60.0 5.0 4.0 2.0 1930.0 613.0 628.0 49.4
15 Rayo Vallecano 28.0 51.2 38.0 418.0 3420.0 41.0 29.0 4.0 8.0 90.0 6.0 1.08 0.76 1.84 0.97 1.74 43.9 37.8 1.16 0.99 38.0 38.0 3420.0 53.0 1.39 144.0 95.0 66.0 13.0 10.0 15.0 9.0 23.7 5.0 4.0 0.0 1.0 38.0 0.0 11.0 4.0 45.9 0.3 -3.1 -0.08 154.0 545.0 28.3 837.0 204.0 44.6 38.4 307.0 56.0 46.4 512.0 24.0 4.7 54.0 1.42 16.1 146.0 24.0 28.6 3.84 0.07 0.25 0.08 -2.9 -0.8 13497.0 17666.0 76.4 251321.0 91899.0 5811.0 6629.0 87.7 5654.0 6716.0 84.2 1717.0 3329.0 51.6 386.0 1247.0 269.0 102.0 1390.0 15514.0 2054.0 564.0 29.0 194.0 832.0 189.0 78.0 69.0 1.0 901.0 98.0 365.0 881.0 23.18 651.0 77.0 40.0 46.0 69.0 1.82 50.0 5.0 3.0 4.0 1.0 636.0 393.0 262.0 276.0 98.0 428.0 92.0 336.0 309.0 680.0 11.0 21773.0 2061.0 6266.0 9706.0 6029.0 699.0 21765.0 12216.0 703.0 547.0 131.0 13384.0 554.0 374.0 2.0 544.0 490.0 98.0 2.0 5.0 4.0 2085.0 437.0 527.0 45.3
16 Real Madrid 26.0 60.9 38.0 418.0 3420.0 73.0 56.0 9.0 12.0 72.0 3.0 1.92 1.47 3.39 1.68 3.16 75.5 66.1 1.99 1.74 38.0 38.0 3420.0 36.0 0.95 136.0 100.0 76.5 24.0 6.0 8.0 13.0 34.2 5.0 4.0 1.0 0.0 38.0 0.0 2.0 1.0 34.2 0.22 -0.8 -0.02 97.0 241.0 40.2 1172.0 230.0 16.7 27.0 189.0 23.8 30.7 420.0 33.0 7.9 51.0 1.34 16.4 206.0 32.0 32.5 5.42 0.1 0.31 0.11 -2.5 -2.1 22082.0 25012.0 88.3 357586.0 113878.0 11462.0 12245.0 93.6 8069.0 8810.0 91.6 1812.0 2595.0 69.8 522.0 1880.0 384.0 50.0 2017.0 23163.0 1760.0 555.0 65.0 242.0 574.0 226.0 83.0 53.0 1.0 653.0 89.0 353.0 1194.0 31.42 894.0 85.0 52.0 67.0 134.0 3.53 95.0 5.0 8.0 10.0 1.0 542.0 353.0 242.0 212.0 88.0 365.0 105.0 260.0 296.0 469.0 5.0 28884.0 2415.0 7781.0 12859.0 8464.0 1151.0 28872.0 19025.0 1008.0 735.0 338.0 21956.0 490.0 297.0 2.0 367.0 530.0 89.0 8.0 5.0 1.0 1843.0 339.0 231.0 59.5
17 Real Sociedad 30.0 54.6 38.0 418.0 3420.0 47.0 36.0 2.0 4.0 90.0 2.0 1.24 0.95 2.18 1.18 2.13 52.7 49.6 1.39 1.3 38.0 38.0 3420.0 35.0 0.92 133.0 99.0 74.4 21.0 8.0 9.0 15.0 39.5 2.0 1.0 1.0 0.0 38.0 1.0 3.0 2.0 32.8 0.24 -0.2 0.0 244.0 572.0 42.7 1090.0 138.0 39.8 35.9 216.0 63.9 51.3 453.0 18.0 4.0 47.0 1.24 15.9 173.0 15.0 37.2 4.55 0.1 0.26 0.11 -5.7 -4.6 15324.0 19134.0 80.1 269422.0 96159.0 6955.0 7910.0 87.9 6451.0 7502.0 86.0 1505.0 2659.0 56.6 346.0 1145.0 290.0 65.0 1483.0 17244.0 1799.0 537.0 47.0 107.0 538.0 165.0 57.0 71.0 1.0 782.0 91.0 324.0 800.0 21.05 594.0 71.0 39.0 38.0 82.0 2.16 64.0 3.0 4.0 3.0 3.0 660.0 395.0 304.0 254.0 102.0 399.0 103.0 296.0 271.0 624.0 13.0 23231.0 2283.0 6890.0 10794.0 5762.0 798.0 23227.0 13362.0 692.0 499.0 187.0 15101.0 607.0 368.0 0.0 621.0 452.0 91.0 4.0 2.0 2.0 2018.0 664.0 557.0 54.4
18 Sevilla 35.0 52.6 38.0 418.0 3420.0 47.0 31.0 4.0 5.0 120.0 13.0 1.24 0.82 2.05 1.13 1.95 46.3 42.4 1.22 1.12 38.0 38.0 3420.0 54.0 1.42 161.0 109.0 67.7 13.0 10.0 15.0 9.0 23.7 3.0 2.0 1.0 0.0 38.0 1.0 5.0 3.0 49.5 0.3 -1.5 -0.04 218.0 629.0 34.7 1157.0 136.0 37.6 35.1 293.0 66.2 51.1 524.0 32.0 6.1 49.0 1.29 15.5 141.0 17.0 30.5 3.71 0.09 0.3 0.09 0.7 0.6 15379.0 19193.0 80.1 273953.0 95369.0 7106.0 7918.0 89.7 6324.0 7354.0 86.0 1599.0 2958.0 54.1 341.0 1230.0 302.0 95.0 1513.0 17244.0 1843.0 526.0 36.0 209.0 827.0 174.0 42.0 81.0 1.0 746.0 106.0 307.0 837.0 22.03 640.0 74.0 41.0 39.0 82.0 2.16 56.0 8.0 6.0 5.0 0.0 587.0 367.0 261.0 230.0 96.0 361.0 127.0 234.0 339.0 633.0 9.0 22999.0 2284.0 7140.0 10069.0 5984.0 741.0 22994.0 13542.0 558.0 520.0 122.0 15242.0 515.0 312.0 4.0 474.0 460.0 106.0 4.0 3.0 3.0 1973.0 497.0 475.0 51.1
19 Valencia 28.0 52.0 38.0 418.0 3420.0 40.0 23.0 5.0 8.0 92.0 8.0 1.05 0.61 1.66 0.92 1.53 49.3 43.0 1.3 1.13 38.0 38.0 3420.0 45.0 1.18 148.0 105.0 70.9 11.0 9.0 18.0 7.0 18.4 5.0 2.0 0.0 3.0 38.0 0.0 7.0 2.0 42.9 0.28 -0.1 0.0 177.0 522.0 33.9 843.0 142.0 40.8 35.1 239.0 74.5 54.2 457.0 35.0 7.7 47.0 1.24 16.3 141.0 18.0 29.3 3.71 0.07 0.25 0.09 -9.3 -8.0 13592.0 17492.0 77.7 240816.0 86465.0 6320.0 7184.0 88.0 5505.0 6588.0 83.6 1420.0 2753.0 51.6 355.0 1155.0 302.0 111.0 1472.0 15405.0 2007.0 570.0 39.0 164.0 925.0 226.0 67.0 88.0 0.0 852.0 80.0 345.0 859.0 22.61 607.0 80.0 46.0 51.0 62.0 1.63 40.0 6.0 7.0 6.0 1.0 678.0 430.0 340.0 254.0 84.0 370.0 75.0 295.0 288.0 643.0 21.0 21621.0 2061.0 6446.0 9155.0 6255.0 822.0 21613.0 12239.0 786.0 630.0 166.0 13469.0 555.0 338.0 3.0 504.0 510.0 80.0 6.0 3.0 2.0 2015.0 492.0 561.0 46.7
20 Valladolid 36.0 48.7 38.0 418.0 3420.0 32.0 24.0 3.0 4.0 94.0 6.0 0.84 0.63 1.47 0.76 1.39 38.6 35.5 1.02 0.93 38.0 38.0 3420.0 63.0 1.66 199.0 134.0 71.4 11.0 7.0 20.0 9.0 23.7 10.0 6.0 3.0 1.0 38.0 1.0 0.0 1.0 62.6 0.28 0.6 0.02 192.0 553.0 34.7 989.0 170.0 37.3 35.8 332.0 55.4 44.5 563.0 20.0 3.6 33.0 0.87 14.4 137.0 19.0 30.9 3.61 0.07 0.21 0.08 -6.6 -6.5 12627.0 16425.0 76.9 238766.0 87767.0 5273.0 6049.0 87.2 5251.0 6199.0 84.7 1734.0 3141.0 55.2 324.0 969.0 223.0 92.0 1244.0 14336.0 1991.0 576.0 33.0 225.0 683.0 170.0 49.0 91.0 3.0 786.0 98.0 365.0 792.0 20.84 581.0 77.0 36.0 46.0 59.0 1.55 40.0 6.0 4.0 5.0 0.0 671.0 396.0 334.0 251.0 86.0 432.0 149.0 283.0 345.0 767.0 8.0 20748.0 2571.0 7370.0 9027.0 4583.0 638.0 20744.0 11499.0 610.0 451.0 147.0 12521.0 589.0 316.0 2.0 460.0 516.0 98.0 4.0 10.0 1.0 1966.0 471.0 617.0 43.3
21 Villarreal 32.0 56.9 38.0 418.0 3420.0 57.0 33.0 4.0 7.0 91.0 4.0 1.5 0.87 2.37 1.39 2.26 61.7 56.1 1.62 1.48 38.0 38.0 3420.0 40.0 1.05 149.0 110.0 75.8 19.0 7.0 12.0 12.0 31.6 4.0 4.0 0.0 0.0 38.0 0.0 4.0 1.0 43.7 0.27 4.7 0.12 114.0 330.0 34.5 1231.0 191.0 20.6 28.6 221.0 34.4 35.7 548.0 37.0 6.8 45.0 1.18 14.9 188.0 22.0 37.7 4.95 0.11 0.28 0.12 -4.7 -3.1 16634.0 19862.0 83.7 295552.0 101196.0 7381.0 8147.0 90.6 7101.0 7924.0 89.6 1743.0 2737.0 63.7 374.0 1304.0 349.0 52.0 1622.0 17980.0 1795.0 574.0 86.0 186.0 520.0 210.0 96.0 39.0 4.0 642.0 87.0 347.0 884.0 23.26 665.0 45.0 53.0 40.0 89.0 2.34 59.0 2.0 11.0 4.0 0.0 578.0 370.0 276.0 201.0 101.0 372.0 125.0 247.0 262.0 691.0 16.0 23815.0 2621.0 7659.0 10213.0 6179.0 911.0 23808.0 14391.0 846.0 570.0 239.0 16363.0 552.0 343.0 2.0 450.0 482.0 87.0 5.0 4.0 1.0 1819.0 357.0 375.0 48.8